Task 14220767
| Name | ParityModified-1647047404-20282-3-0_0 |
| Workunit | 11279755 |
| Created | 2 Apr 2022, 1:20:35 UTC |
| Sent | 10 Apr 2022, 15:34:10 UTC |
| Report deadline | 18 Apr 2022, 15:34:10 UTC |
| Received | 15 Apr 2022, 11:11:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9656 |
| Run time | 1 hours 48 min 23 sec |
| CPU time | 1 hours 47 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 22-04-12 23:33:07 main:574] : INFO : Epoch 1587 | loss: 0.0311674 | val_loss: 0.0311711 | Time: 3140.73 ms [2022-04-12 23:33:10 main:574] : INFO : Epoch 1588 | loss: 0.0311669 | val_loss: 0.0311709 | Time: 3159.49 ms [2022-04-12 23:33:13 main:574] : INFO : Epoch 1589 | loss: 0.0311674 | val_loss: 0.0311692 | Time: 3148.53 ms [2022-04-12 23:33:16 main:574] : INFO : Epoch 1590 | loss: 0.0311652 | val_loss: 0.0311686 | Time: 3148.77 ms [2022-04-12 23:33:20 main:574] : INFO : Epoch 1591 | loss: 0.0311681 | val_loss: 0.031173 | Time: 3158.68 ms [2022-04-12 23:33:23 main:574] : INFO : Epoch 1592 | loss: 0.0311665 | val_loss: 0.0311689 | Time: 3144.15 ms [2022-04-12 23:33:26 main:574] : INFO : Epoch 1593 | loss: 0.0311656 | val_loss: 0.0311686 | Time: 3139.7 ms [2022-04-12 23:33:29 main:574] : INFO : Epoch 1594 | loss: 0.031166 | val_loss: 0.0311687 | Time: 3136.54 ms [2022-04-12 23:33:32 main:574] : INFO : Epoch 1595 | loss: 0.0311658 | val_loss: 0.0311684 | Time: 3143.04 ms [2022-04-12 23:33:35 main:574] : INFO : Epoch 1596 | loss: 0.0311651 | val_loss: 0.0311684 | Time: 3138.34 ms [2022-04-12 23:33:38 main:574] : INFO : Epoch 1597 | loss: 0.0311651 | val_loss: 0.0311714 | Time: 3151.82 ms [2022-04-12 23:33:42 main:574] : INFO : Epoch 1598 | loss: 0.0311684 | val_loss: 0.0311676 | Time: 3152.37 ms [2022-04-12 23:33:45 main:574] : INFO : Epoch 1599 | loss: 0.031165 | val_loss: 0.0311688 | Time: 3146.3 ms [2022-04-12 23:33:48 main:574] : INFO : Epoch 1600 | loss: 0.0311666 | val_loss: 0.0311718 | Time: 3145.14 ms [2022-04-12 23:33:51 main:574] : INFO : Epoch 1601 | loss: 0.0311687 | val_loss: 0.0311695 | Time: 3145.92 ms [2022-04-12 23:33:54 main:574] : INFO : Epoch 1602 | loss: 0.0311658 | val_loss: 0.0311676 | Time: 3164.78 ms [2022-04-12 23:33:57 main:574] : INFO : Epoch 1603 | loss: 0.031165 | val_loss: 0.0311676 | Time: 3150.49 ms [2022-04-12 23:34:01 main:574] : INFO : Epoch 1604 | loss: 0.0311646 | val_loss: 0.0311701 | Time: 3150.06 ms [2022-04-12 23:34:04 main:574] : INFO : Epoch 1605 | loss: 0.0311665 | val_loss: 0.0311728 | Time: 3140.24 ms [2022-04-12 23:34:07 main:574] : INFO : Epoch 1606 | loss: 0.031167 | val_loss: 0.0311736 | Time: 3157.44 ms [2022-04-12 23:34:10 main:574] : INFO : Epoch 1607 | loss: 0.0311648 | val_loss: 0.0311682 | Time: 3152.05 ms [2022-04-12 23:34:13 main:574] : INFO : Epoch 1608 | loss: 0.0311644 | val_loss: 0.031168 | Time: 3138.11 ms [2022-04-12 23:34:16 main:574] : INFO : Epoch 1609 | loss: 0.0311659 | val_loss: 0.0311693 | Time: 3144.67 ms [2022-04-12 23:34:20 main:574] : INFO : Epoch 1610 | loss: 0.0311655 | val_loss: 0.0311697 | Time: 3156.49 ms [2022-04-12 23:34:23 main:574] : INFO : Epoch 1611 | loss: 0.031169 | val_loss: 0.0311734 | Time: 3148.54 ms [2022-04-12 23:34:26 main:574] : INFO : Epoch 1612 | loss: 0.0311672 | val_loss: 0.0311676 | Time: 3146.19 ms [2022-04-12 23:34:29 main:574] : INFO : Epoch 1613 | loss: 0.0311649 | val_loss: 0.0311686 | Time: 3147.25 ms [2022-04-12 23:34:32 main:574] : INFO : Epoch 1614 | loss: 0.0311639 | val_loss: 0.0311677 | Time: 3158.71 ms [2022-04-12 23:34:35 main:574] : INFO : Epoch 1615 | loss: 0.031164 | val_loss: 0.0311695 | Time: 3165.7 ms [2022-04-12 23:34:38 main:574] : INFO : Epoch 1616 | loss: 0.0311666 | val_loss: 0.0311694 | Time: 3135.63 ms [2022-04-12 23:34:42 main:574] : INFO : Epoch 1617 | loss: 0.0311664 | val_loss: 0.0311694 | Time: 3129.39 ms [2022-04-12 23:34:45 main:574] : INFO : Epoch 1618 | loss: 0.0311641 | val_loss: 0.0311697 | Time: 3157.45 ms [2022-04-12 23:34:48 main:574] : INFO : Epoch 1619 | loss: 0.0311642 | val_loss: 0.0311671 | Time: 3160.05 ms [2022-04-12 23:34:51 main:574] : INFO : Epoch 1620 | loss: 0.0311645 | val_loss: 0.0311693 | Time: 3140.44 ms [2022-04-12 23:34:54 main:574] : INFO : Epoch 1621 | loss: 0.0311658 | val_loss: 0.0311692 | Time: 3140.48 ms [2022-04-12 23:34:57 main:574] : INFO : Epoch 1622 | loss: 0.0311654 | val_loss: 0.0311731 | Time: 3163.32 ms [2022-04-12 23:35:01 main:574] : INFO : Epoch 1623 | loss: 0.0311669 | val_loss: 0.0311693 | Time: 3164.14 ms [2022-04-12 23:35:04 main:574] : INFO : Epoch 1624 | loss: 0.0311656 | val_loss: 0.0311689 | Time: 3157.72 ms [2022-04-12 23:35:07 main:574] : INFO : Epoch 1625 | loss: 0.0311645 | val_loss: 0.0311694 | Time: 3157.71 ms [2022-04-12 23:35:10 main:574] : INFO : Epoch 1626 | loss: 0.0311654 | val_loss: 0.0311682 | Time: 3160.58 ms [2022-04-12 23:35:13 main:574] : INFO : Epoch 1627 | loss: 0.0311654 | val_loss: 0.0311712 | Time: 3162.11 ms [2022-04-12 23:35:16 main:574] : INFO : Epoch 1628 | loss: 0.0311654 | val_loss: 0.0311732 | Time: 3143.65 ms [2022-04-12 23:35:19 main:574] : INFO : Epoch 1629 | loss: 0.031166 | val_loss: 0.0311676 | Time: 3133.43 ms [2022-04-12 23:35:23 main:574] : INFO : Epoch 1630 | loss: 0.0311642 | val_loss: 0.0311678 | Time: 3152.15 ms [2022-04-12 23:35:26 main:574] : INFO : Epoch 1631 | loss: 0.0311648 | val_loss: 0.0311691 | Time: 3149.13 ms [2022-04-12 23:35:29 main:574] : INFO : Epoch 1632 | loss: 0.0311668 | val_loss: 0.0311707 | Time: 3150.2 ms [2022-04-12 23:35:32 main:574] : INFO : Epoch 1633 | loss: 0.031167 | val_loss: 0.0311696 | Time: 3158.38 ms [2022-04-12 23:35:35 main:574] : INFO : Epoch 1634 | loss: 0.031167 | val_loss: 0.0311682 | Time: 3143.96 ms [2022-04-12 23:35:38 main:574] : INFO : Epoch 1635 | loss: 0.0311663 | val_loss: 0.03117 | Time: 3155.03 ms [2022-04-12 23:35:42 main:574] : INFO : Epoch 1636 | loss: 0.0311656 | val_loss: 0.0311684 | Time: 3154.62 ms [2022-04-12 23:35:45 main:574] : INFO : Epoch 1637 | loss: 0.0311669 | val_loss: 0.0311678 | Time: 3154.23 ms [2022-04-12 23:35:48 main:574] : INFO : Epoch 1638 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 3167 ms [2022-04-12 23:35:51 main:574] : INFO : Epoch 1639 | loss: 0.0311659 | val_loss: 0.031174 | Time: 3161 ms [2022-04-12 23:35:54 main:574] : INFO : Epoch 1640 | loss: 0.0311674 | val_loss: 0.0311701 | Time: 3146.8 ms [2022-04-12 23:35:57 main:574] : INFO : Epoch 1641 | loss: 0.0311684 | val_loss: 0.03117 | Time: 3167.9 ms [2022-04-12 23:36:01 main:574] : INFO : Epoch 1642 | loss: 0.0311676 | val_loss: 0.0311685 | Time: 3139.85 ms [2022-04-12 23:36:04 main:574] : INFO : Epoch 1643 | loss: 0.0311661 | val_loss: 0.0311676 | Time: 3155.63 ms [2022-04-12 23:36:07 main:574] : INFO : Epoch 1644 | loss: 0.0311681 | val_loss: 0.031171 | Time: 3160.48 ms [2022-04-12 23:36:10 main:574] : INFO : Epoch 1645 | loss: 0.0311661 | val_loss: 0.0311678 | Time: 3150.25 ms [2022-04-12 23:36:13 main:574] : INFO : Epoch 1646 | loss: 0.0311654 | val_loss: 0.0311678 | Time: 3149.49 ms [2022-04-12 23:36:16 main:574] : INFO : Epoch 1647 | loss: 0.0311654 | val_loss: 0.0311679 | Time: 3144.26 ms [2022-04-12 23:36:20 main:574] : INFO : Epoch 1648 | loss: 0.031166 | val_loss: 0.0311681 | Time: 3146.63 ms [2022-04-12 23:36:23 main:574] : INFO : Epoch 1649 | loss: 0.0311657 | val_loss: 0.0311688 | Time: 3139.8 ms [2022-04-12 23:36:26 main:574] : INFO : Epoch 1650 | loss: 0.031166 | val_loss: 0.0311679 | Time: 3154.56 ms [2022-04-12 23:36:29 main:574] : INFO : Epoch 1651 | loss: 0.0311653 | val_loss: 0.0311677 | Time: 3150.04 ms [2022-04-12 23:36:32 main:574] : INFO : Epoch 1652 | loss: 0.0311648 | val_loss: 0.0311682 | Time: 3144.17 ms [2022-04-12 23:36:35 main:574] : INFO : Epoch 1653 | loss: 0.0311642 | val_loss: 0.0311696 | Time: 3169.66 ms [2022-04-12 23:36:38 main:574] : INFO : Epoch 1654 | loss: 0.0311659 | val_loss: 0.0311665 | Time: 3165.63 ms [2022-04-12 23:36:42 main:574] : INFO : Epoch 1655 | loss: 0.0311665 | val_loss: 0.0311709 | Time: 3162.87 ms [2022-04-12 23:36:45 main:574] : INFO : Epoch 1656 | loss: 0.0311671 | val_loss: 0.031167 | Time: 3169.34 ms [2022-04-12 23:36:48 main:574] : INFO : Epoch 1657 | loss: 0.0311684 | val_loss: 0.0311768 | Time: 3157.99 ms [2022-04-12 23:36:51 main:574] : INFO : Epoch 1658 | loss: 0.0311683 | val_loss: 0.0311685 | Time: 3158.2 ms [2022-04-12 23:36:54 main:574] : INFO : Epoch 1659 | loss: 0.0311661 | val_loss: 0.0311681 | Time: 3154.67 ms [2022-04-12 23:36:57 main:574] : INFO : Epoch 1660 | loss: 0.0311642 | val_loss: 0.0311673 | Time: 3148.87 ms [2022-04-12 23:37:01 main:574] : INFO : Epoch 1661 | loss: 0.0311638 | val_loss: 0.0311663 | Time: 3154.5 ms [2022-04-12 23:37:04 main:574] : INFO : Epoch 1662 | loss: 0.0311651 | val_loss: 0.0311687 | Time: 3155.85 ms [2022-04-12 23:37:07 main:574] : INFO : Epoch 1663 | loss: 0.0311642 | val_loss: 0.0311662 | Time: 3139.4 ms [2022-04-12 23:37:10 main:574] : INFO : Epoch 1664 | loss: 0.0311635 | val_loss: 0.0311667 | Time: 3148.14 ms [2022-04-12 23:37:13 main:574] : INFO : Epoch 1665 | loss: 0.0311637 | val_loss: 0.0311676 | Time: 3156.11 ms [2022-04-12 23:37:16 main:574] : INFO : Epoch 1666 | loss: 0.0311644 | val_loss: 0.0311666 | Time: 3160.94 ms [2022-04-12 23:37:20 main:574] : INFO : Epoch 1667 | loss: 0.0311638 | val_loss: 0.0311666 | Time: 3132.93 ms [2022-04-12 23:37:23 main:574] : INFO : Epoch 1668 | loss: 0.0311644 | val_loss: 0.0311682 | Time: 3163.74 ms [2022-04-12 23:37:26 main:574] : INFO : Epoch 1669 | loss: 0.0311638 | val_loss: 0.0311665 | Time: 3150.68 ms [2022-04-12 23:37:29 main:574] : INFO : Epoch 1670 | loss: 0.0311635 | val_loss: 0.0311678 | Time: 3134.58 ms [2022-04-12 23:37:32 main:574] : INFO : Epoch 1671 | loss: 0.0311646 | val_loss: 0.0311702 | Time: 3128.12 ms [2022-04-12 23:37:35 main:574] : INFO : Epoch 1672 | loss: 0.0311641 | val_loss: 0.0311671 | Time: 3135.77 ms [2022-04-12 23:37:38 main:574] : INFO : Epoch 1673 | loss: 0.0311632 | val_loss: 0.0311667 | Time: 3143.26 ms [2022-04-12 23:37:42 main:574] : INFO : Epoch 1674 | loss: 0.031164 | val_loss: 0.0311674 | Time: 3160.81 ms [2022-04-12 23:37:45 main:574] : INFO : Epoch 1675 | loss: 0.0311661 | val_loss: 0.0311672 | Time: 3151.26 ms [2022-04-12 23:37:48 main:574] : INFO : Epoch 1676 | loss: 0.0311668 | val_loss: 0.0311678 | Time: 3136.06 ms [2022-04-12 23:37:51 main:574] : INFO : Epoch 1677 | loss: 0.0311648 | val_loss: 0.0311666 | Time: 3134.83 ms [2022-04-12 23:37:54 main:574] : INFO : Epoch 1678 | loss: 0.0311642 | val_loss: 0.0311684 | Time: 3151.92 ms [2022-04-12 23:37:57 main:574] : INFO : Epoch 1679 | loss: 0.031165 | val_loss: 0.0311714 | Time: 3141.04 ms [2022-04-12 23:38:01 main:574] : INFO : Epoch 1680 | loss: 0.0311671 | val_loss: 0.0311852 | Time: 3148.48 ms [2022-04-12 23:38:04 main:574] : INFO : Epoch 1681 | loss: 0.0311775 | val_loss: 0.0311943 | Time: 3155.53 ms [2022-04-12 23:38:07 main:574] : INFO : Epoch 1682 | loss: 0.0311754 | val_loss: 0.0311704 | Time: 3149.73 ms [2022-04-12 23:38:10 main:574] : INFO : Epoch 1683 | loss: 0.0311642 | val_loss: 0.031167 | Time: 3140.51 ms [2022-04-12 23:38:13 main:574] : INFO : Epoch 1684 | loss: 0.0311652 | val_loss: 0.0311687 | Time: 3161.5 ms [2022-04-12 23:38:16 main:574] : INFO : Epoch 1685 | loss: 0.0311634 | val_loss: 0.0311668 | Time: 3144.67 ms [2022-04-12 23:38:19 main:574] : INFO : Epoch 1686 | loss: 0.0311638 | val_loss: 0.0311666 | Time: 3141.62 ms [2022-04-12 23:38:23 main:574] : INFO : Epoch 1687 | loss: 0.0311634 | val_loss: 0.0311675 | Time: 3158.39 ms [2022-04-12 23:38:26 main:574] : INFO : Epoch 1688 | loss: 0.0311638 | val_loss: 0.0311685 | Time: 3160.97 ms [2022-04-12 23:38:29 main:574] : INFO : Epoch 1689 | loss: 0.031164 | val_loss: 0.0311671 | Time: 3156.71 ms [2022-04-12 23:38:32 main:574] : INFO : Epoch 1690 | loss: 0.0311633 | val_loss: 0.0311681 | Time: 3141.7 ms [2022-04-12 23:38:35 main:574] : INFO : Epoch 1691 | loss: 0.0311632 | val_loss: 0.0311666 | Time: 3140.81 ms [2022-04-12 23:38:38 main:574] : INFO : Epoch 1692 | loss: 0.0311631 | val_loss: 0.031167 | Time: 3159.16 ms [2022-04-12 23:38:42 main:574] : INFO : Epoch 1693 | loss: 0.0311627 | val_loss: 0.0311658 | Time: 3150.51 ms [2022-04-12 23:38:45 main:574] : INFO : Epoch 1694 | loss: 0.0311638 | val_loss: 0.0311676 | Time: 3124.82 ms [2022-04-12 23:38:48 main:574] : INFO : Epoch 1695 | loss: 0.0311651 | val_loss: 0.0311664 | Time: 3142.6 ms [2022-04-12 23:38:51 main:574] : INFO : Epoch 1696 | loss: 0.0311656 | val_loss: 0.0311704 | Time: 3143.17 ms [2022-04-12 23:38:54 main:574] : INFO : Epoch 1697 | loss: 0.0311649 | val_loss: 0.031173 | Time: 3148.92 ms [2022-04-12 23:38:57 main:574] : INFO : Epoch 1698 | loss: 0.0311659 | val_loss: 0.0311745 | Time: 3130.05 ms [2022-04-12 23:39:00 main:574] : INFO : Epoch 1699 | loss: 0.0311649 | val_loss: 0.031168 | Time: 3139.92 ms [2022-04-12 23:39:04 main:574] : INFO : Epoch 1700 | loss: 0.0311634 | val_loss: 0.031168 | Time: 3156.84 ms [2022-04-12 23:39:07 main:574] : INFO : Epoch 1701 | loss: 0.0311633 | val_loss: 0.0311702 | Time: 3159.01 ms [2022-04-12 23:39:10 main:574] : INFO : Epoch 1702 | loss: 0.0311646 | val_loss: 0.0311667 | Time: 3153.61 ms [2022-04-12 23:39:13 main:574] : INFO : Epoch 1703 | loss: 0.0311647 | val_loss: 0.0311663 | Time: 3138.62 ms [2022-04-12 23:39:16 main:574] : INFO : Epoch 1704 | loss: 0.0311646 | val_loss: 0.0311672 | Time: 3147.8 ms [2022-04-12 23:39:19 main:574] : INFO : Epoch 1705 | loss: 0.0311663 | val_loss: 0.031173 | Time: 3147.16 ms [2022-04-12 23:39:23 main:574] : INFO : Epoch 1706 | loss: 0.0311664 | val_loss: 0.0311708 | Time: 3138.61 ms [2022-04-12 23:39:26 main:574] : INFO : Epoch 1707 | loss: 0.0311646 | val_loss: 0.0311676 | Time: 3139.92 ms [2022-04-12 23:39:29 main:574] : INFO : Epoch 1708 | loss: 0.0311632 | val_loss: 0.0311737 | Time: 3137.02 ms [2022-04-12 23:39:32 main:574] : INFO : Epoch 1709 | loss: 0.0311645 | val_loss: 0.0311717 | Time: 3155.09 ms [2022-04-12 23:39:35 main:574] : INFO : Epoch 1710 | loss: 0.0311663 | val_loss: 0.0311679 | Time: 3145.86 ms [2022-04-12 23:39:38 main:574] : INFO : Epoch 1711 | loss: 0.031166 | val_loss: 0.0311664 | Time: 3145.24 ms [2022-04-12 23:39:41 main:574] : INFO : Epoch 1712 | loss: 0.0311665 | val_loss: 0.0311678 | Time: 3145.54 ms [2022-04-12 23:39:45 main:574] : INFO : Epoch 1713 | loss: 0.0311654 | val_loss: 0.031167 | Time: 3137.09 ms [2022-04-12 23:39:48 main:574] : INFO : Epoch 1714 | loss: 0.0311636 | val_loss: 0.0311674 | Time: 3149.67 ms [2022-04-12 23:39:51 main:574] : INFO : Epoch 1715 | loss: 0.0311644 | val_loss: 0.0311666 | Time: 3142.15 ms [2022-04-12 23:39:54 main:574] : INFO : Epoch 1716 | loss: 0.0311668 | val_loss: 0.0311672 | Time: 3149.33 ms [2022-04-12 23:39:57 main:574] : INFO : Epoch 1717 | loss: 0.0311724 | val_loss: 0.0311753 | Time: 3138.35 ms [2022-04-12 23:40:00 main:574] : INFO : Epoch 1718 | loss: 0.0311723 | val_loss: 0.0311716 | Time: 3128.82 ms [2022-04-12 23:40:03 main:574] : INFO : Epoch 1719 | loss: 0.0311694 | val_loss: 0.0311689 | Time: 3139.54 ms [2022-04-12 23:40:07 main:574] : INFO : Epoch 1720 | loss: 0.0311719 | val_loss: 0.0311744 | Time: 3151.57 ms [2022-04-12 23:40:10 main:574] : INFO : Epoch 1721 | loss: 0.0311701 | val_loss: 0.031169 | Time: 3144.4 ms [2022-04-12 23:40:13 main:574] : INFO : Epoch 1722 | loss: 0.0311676 | val_loss: 0.031171 | Time: 3152.81 ms [2022-04-12 23:40:16 main:574] : INFO : Epoch 1723 | loss: 0.0311675 | val_loss: 0.0311664 | Time: 3147.79 ms [2022-04-12 23:40:19 main:574] : INFO : Epoch 1724 | loss: 0.0311652 | val_loss: 0.0311696 | Time: 3177.73 ms [2022-04-12 23:40:22 main:574] : INFO : Epoch 1725 | loss: 0.0311656 | val_loss: 0.0311667 | Time: 3145.85 ms [2022-04-12 23:40:26 main:574] : INFO : Epoch 1726 | loss: 0.0311653 | val_loss: 0.0311696 | Time: 3149.27 ms [2022-04-12 23:40:29 main:574] : INFO : Epoch 1727 | loss: 0.0311668 | val_loss: 0.0311669 | Time: 3136.66 ms [2022-04-12 23:40:32 main:574] : INFO : Epoch 1728 | loss: 0.0311646 | val_loss: 0.0311674 | Time: 3170 ms [2022-04-12 23:40:35 main:574] : INFO : Epoch 1729 | loss: 0.0311641 | val_loss: 0.0311665 | Time: 3145.5 ms [2022-04-12 23:40:38 main:574] : INFO : Epoch 1730 | loss: 0.0311646 | val_loss: 0.031166 | Time: 3137.8 ms [2022-04-12 23:40:41 main:574] : INFO : Epoch 1731 | loss: 0.0311663 | val_loss: 0.0311658 | Time: 3166.02 ms [2022-04-12 23:40:45 main:574] : INFO : Epoch 1732 | loss: 0.0311646 | val_loss: 0.0311659 | Time: 3153.48 ms [2022-04-12 23:40:48 main:574] : INFO : Epoch 1733 | loss: 0.0311642 | val_loss: 0.0311656 | Time: 3144.16 ms [2022-04-12 23:40:51 main:574] : INFO : Epoch 1734 | loss: 0.0311655 | val_loss: 0.0311676 | Time: 3150.05 ms [2022-04-12 23:40:54 main:574] : INFO : Epoch 1735 | loss: 0.0311634 | val_loss: 0.0311662 | Time: 3141.53 ms [2022-04-12 23:40:57 main:574] : INFO : Epoch 1736 | loss: 0.0311635 | val_loss: 0.0311652 | Time: 3146.43 ms [2022-04-12 23:41:00 main:574] : INFO : Epoch 1737 | loss: 0.0311634 | val_loss: 0.0311655 | Time: 3164.17 ms [2022-04-12 23:41:03 main:574] : INFO : Epoch 1738 | loss: 0.031163 | val_loss: 0.0311666 | Time: 3154.58 ms [2022-04-12 23:41:07 main:574] : INFO : Epoch 1739 | loss: 0.0311641 | val_loss: 0.0311672 | Time: 3137.05 ms [2022-04-12 23:41:10 main:574] : INFO : Epoch 1740 | loss: 0.0311633 | val_loss: 0.0311661 | Time: 3153.48 ms [2022-04-12 23:41:13 main:574] : INFO : Epoch 1741 | loss: 0.031166 | val_loss: 0.0311669 | Time: 3134.15 ms [2022-04-12 23:41:16 main:574] : INFO : Epoch 1742 | loss: 0.031164 | val_loss: 0.0311646 | Time: 3161.5 ms [2022-04-12 23:41:19 main:574] : INFO : Epoch 1743 | loss: 0.0311638 | val_loss: 0.0311661 | Time: 3159.45 ms [2022-04-12 23:41:22 main:574] : INFO : Epoch 1744 | loss: 0.031164 | val_loss: 0.0311652 | Time: 3153.81 ms [2022-04-12 23:41:26 main:574] : INFO : Epoch 1745 | loss: 0.0311661 | val_loss: 0.0311671 | Time: 3132.95 ms [2022-04-12 23:41:29 main:574] : INFO : Epoch 1746 | loss: 0.0311689 | val_loss: 0.0311698 | Time: 3166.07 ms [2022-04-12 23:41:32 main:574] : INFO : Epoch 1747 | loss: 0.0311673 | val_loss: 0.0311687 | Time: 3147.07 ms [2022-04-12 23:41:35 main:574] : INFO : Epoch 1748 | loss: 0.0311655 | val_loss: 0.0311659 | Time: 3152.07 ms [2022-04-12 23:41:38 main:574] : INFO : Epoch 1749 | loss: 0.0311647 | val_loss: 0.031169 | Time: 3137.35 ms [2022-04-12 23:41:41 main:574] : INFO : Epoch 1750 | loss: 0.0311641 | val_loss: 0.0311662 | Time: 3140.79 ms [2022-04-12 23:41:44 main:574] : INFO : Epoch 1751 | loss: 0.0311641 | val_loss: 0.0311664 | Time: 3166.66 ms [2022-04-12 23:41:48 main:574] : INFO : Epoch 1752 | loss: 0.031163 | val_loss: 0.0311676 | Time: 3154.07 ms [2022-04-12 23:41:51 main:574] : INFO : Epoch 1753 | loss: 0.0311643 | val_loss: 0.0311664 | Time: 3145.95 ms [2022-04-12 23:41:54 main:574] : INFO : Epoch 1754 | loss: 0.0311637 | val_loss: 0.031166 | Time: 3142.13 ms [2022-04-12 23:41:57 main:574] : INFO : Epoch 1755 | loss: 0.0311621 | val_loss: 0.0311675 | Time: 3156.03 ms [2022-04-12 23:42:00 main:574] : INFO : Epoch 1756 | loss: 0.0311637 | val_loss: 0.0311672 | Time: 3166.83 ms [2022-04-12 23:42:03 main:574] : INFO : Epoch 1757 | loss: 0.0311651 | val_loss: 0.0311678 | Time: 3145.46 ms [2022-04-12 23:42:07 main:574] : INFO : Epoch 1758 | loss: 0.0311648 | val_loss: 0.0311671 | Time: 3146.23 ms [2022-04-12 23:42:10 main:574] : INFO : Epoch 1759 | loss: 0.031165 | val_loss: 0.0311664 | Time: 3150.16 ms [2022-04-12 23:42:13 main:574] : INFO : Epoch 1760 | loss: 0.0311654 | val_loss: 0.0311682 | Time: 3174.58 ms [2022-04-12 23:42:16 main:574] : INFO : Epoch 1761 | loss: 0.0311627 | val_loss: 0.0311664 | Time: 3137.87 ms [2022-04-12 23:42:19 main:574] : INFO : Epoch 1762 | loss: 0.031163 | val_loss: 0.0311684 | Time: 3165.96 ms [2022-04-12 23:42:22 main:574] : INFO : Epoch 1763 | loss: 0.031165 | val_loss: 0.0311675 | Time: 3155.66 ms [2022-04-12 23:42:26 main:574] : INFO : Epoch 1764 | loss: 0.0311625 | val_loss: 0.031166 | Time: 3151.26 ms [2022-04-12 23:42:29 main:574] : INFO : Epoch 1765 | loss: 0.0311622 | val_loss: 0.0311672 | Time: 3160.28 ms [2022-04-12 23:42:32 main:574] : INFO : Epoch 1766 | loss: 0.0311639 | val_loss: 0.0311678 | Time: 3162.01 ms [2022-04-12 23:42:35 main:574] : INFO : Epoch 1767 | loss: 0.0311629 | val_loss: 0.0311658 | Time: 3151.59 ms [2022-04-12 23:42:38 main:574] : INFO : Epoch 1768 | loss: 0.0311628 | val_loss: 0.0311666 | Time: 3147.29 ms [2022-04-12 23:42:41 main:574] : INFO : Epoch 1769 | loss: 0.0311627 | val_loss: 0.0311659 | Time: 3154.98 ms [2022-04-12 23:42:44 main:574] : INFO : Epoch 1770 | loss: 0.0311632 | val_loss: 0.0311696 | Time: 3141.63 ms [2022-04-12 23:42:48 main:574] : INFO : Epoch 1771 | loss: 0.0311628 | val_loss: 0.0311659 | Time: 3150.58 ms [2022-04-12 23:42:51 main:574] : INFO : Epoch 1772 | loss: 0.0311616 | val_loss: 0.0311671 | Time: 3152.79 ms [2022-04-12 23:42:54 main:574] : INFO : Epoch 1773 | loss: 0.0311616 | val_loss: 0.0311688 | Time: 3143.57 ms [2022-04-12 23:42:57 main:574] : INFO : Epoch 1774 | loss: 0.0311624 | val_loss: 0.031167 | Time: 3147.09 ms [2022-04-12 23:43:00 main:574] : INFO : Epoch 1775 | loss: 0.0311615 | val_loss: 0.0311664 | Time: 3144.21 ms [2022-04-12 23:43:03 main:574] : INFO : Epoch 1776 | loss: 0.0311627 | val_loss: 0.0311694 | Time: 3140.66 ms [2022-04-12 23:43:07 main:574] : INFO : Epoch 1777 | loss: 0.031163 | val_loss: 0.0311686 | Time: 3131.55 ms [2022-04-12 23:43:10 main:574] : INFO : Epoch 1778 | loss: 0.0311651 | val_loss: 0.0311686 | Time: 3162.61 ms [2022-04-12 23:43:13 main:574] : INFO : Epoch 1779 | loss: 0.0311638 | val_loss: 0.0311689 | Time: 3170.22 ms [2022-04-12 23:43:16 main:574] : INFO : Epoch 1780 | loss: 0.031163 | val_loss: 0.0311688 | Time: 3151 ms [2022-04-12 23:43:19 main:574] : INFO : Epoch 1781 | loss: 0.0311625 | val_loss: 0.0311664 | Time: 3157.96 ms [2022-04-12 23:43:22 main:574] : INFO : Epoch 1782 | loss: 0.0311625 | val_loss: 0.0311686 | Time: 3139.57 ms [2022-04-12 23:43:26 main:574] : INFO : Epoch 1783 | loss: 0.0311635 | val_loss: 0.0311681 | Time: 3157.84 ms [2022-04-12 23:43:29 main:574] : INFO : Epoch 1784 | loss: 0.0311628 | val_loss: 0.0311683 | Time: 3163.72 ms [2022-04-12 23:43:32 main:574] : INFO : Epoch 1785 | loss: 0.0311635 | val_loss: 0.0311697 | Time: 3129.54 ms [2022-04-12 23:43:35 main:574] : INFO : Epoch 1786 | loss: 0.0311629 | val_loss: 0.0311682 | Time: 3157.55 ms [2022-04-12 23:43:38 main:574] : INFO : Epoch 1787 | loss: 0.031164 | val_loss: 0.0311785 | Time: 3178.14 ms [2022-04-12 23:43:41 main:574] : INFO : Epoch 1788 | loss: 0.0311631 | val_loss: 0.0311688 | Time: 3163.65 ms [2022-04-12 23:43:44 main:574] : INFO : Epoch 1789 | loss: 0.0311623 | val_loss: 0.0311684 | Time: 3138.35 ms [2022-04-12 23:43:48 main:574] : INFO : Epoch 1790 | loss: 0.031164 | val_loss: 0.0311674 | Time: 3143.07 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GT 1030) [2022-04-15 12:40:45 main:435] : INFO : Set logging level to 1 [2022-04-15 12:40:45 main:441] : INFO : Running in BOINC Client mode [2022-04-15 12:40:45 main:444] : INFO : Resolving all filenames [2022-04-15 12:40:45 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-15 12:40:45 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-15 12:40:45 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-15 12:40:45 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-15 12:40:45 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-15 12:40:45 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-15 12:40:45 main:474] : INFO : Configuration: [2022-04-15 12:40:45 main:475] : INFO : Model type: GRU [2022-04-15 12:40:45 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-15 12:40:45 main:477] : INFO : Max Epochs: 2048 [2022-04-15 12:40:45 main:478] : INFO : Batch Size: 128 [2022-04-15 12:40:45 main:479] : INFO : Learning Rate: 0.01 [2022-04-15 12:40:45 main:480] : INFO : Patience: 10 [2022-04-15 12:40:45 main:481] : INFO : Hidden Width: 12 [2022-04-15 12:40:45 main:482] : INFO : # Recurrent Layers: 4 [2022-04-15 12:40:45 main:483] : INFO : # Backend Layers: 4 [2022-04-15 12:40:45 main:484] : INFO : # Threads: 1 [2022-04-15 12:40:45 main:486] : INFO : Preparing Dataset [2022-04-15 12:40:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-15 12:40:45 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-15 12:40:47 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-15 12:40:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-15 12:40:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-15 12:40:47 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-15 12:40:47 main:494] : INFO : Creating Model [2022-04-15 12:40:47 main:507] : INFO : Preparing config file [2022-04-15 12:40:47 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-15 12:40:47 main:512] : INFO : Loading config [2022-04-15 12:40:47 main:514] : INFO : Loading state [2022-04-15 12:40:49 main:559] : INFO : Loading DataLoader into Memory [2022-04-15 12:40:49 main:562] : INFO : Starting Training [2022-04-15 12:40:52 main:574] : INFO : Epoch 1771 | loss: 0.0312097 | val_loss: 0.0311862 | Time: 3611.08 ms [2022-04-15 12:40:55 main:574] : INFO : Epoch 1772 | loss: 0.0311731 | val_loss: 0.0311742 | Time: 3246.58 ms [2022-04-15 12:40:59 main:574] : INFO : Epoch 1773 | loss: 0.0311685 | val_loss: 0.0311702 | Time: 3229.89 ms [2022-04-15 12:41:02 main:574] : INFO : Epoch 1774 | loss: 0.0311669 | val_loss: 0.0311676 | Time: 3214.94 ms [2022-04-15 12:41:05 main:574] : INFO : Epoch 1775 | loss: 0.0311674 | val_loss: 0.0311668 | Time: 3193.02 ms [2022-04-15 12:41:08 main:574] : INFO : Epoch 1776 | loss: 0.0311665 | val_loss: 0.0311689 | Time: 3168.39 ms [2022-04-15 12:41:11 main:574] : INFO : Epoch 1777 | loss: 0.0311659 | val_loss: 0.0311662 | Time: 3153.11 ms [2022-04-15 12:41:15 main:574] : INFO : Epoch 1778 | loss: 0.0311646 | val_loss: 0.0311652 | Time: 3145.83 ms [2022-04-15 12:41:18 main:574] : INFO : Epoch 1779 | loss: 0.0311659 | val_loss: 0.0311668 | Time: 3153.25 ms [2022-04-15 12:41:21 main:574] : INFO : Epoch 1780 | loss: 0.0311672 | val_loss: 0.0311684 | Time: 3147.85 ms [2022-04-15 12:41:24 main:574] : INFO : Epoch 1781 | loss: 0.0311691 | val_loss: 0.0311705 | Time: 3159.45 ms [2022-04-15 12:41:27 main:574] : INFO : Epoch 1782 | loss: 0.0311696 | val_loss: 0.0311689 | Time: 3151.35 ms [2022-04-15 12:41:30 main:574] : INFO : Epoch 1783 | loss: 0.0311713 | val_loss: 0.0311668 | Time: 3139.98 ms [2022-04-15 12:41:33 main:574] : INFO : Epoch 1784 | loss: 0.0311691 | val_loss: 0.0311702 | Time: 3121.7 ms [2022-04-15 12:41:37 main:574] : INFO : Epoch 1785 | loss: 0.0311676 | val_loss: 0.0311664 | Time: 3139.84 ms [2022-04-15 12:41:40 main:574] : INFO : Epoch 1786 | loss: 0.0311664 | val_loss: 0.0311675 | Time: 3144.06 ms [2022-04-15 12:41:43 main:574] : INFO : Epoch 1787 | loss: 0.0311677 | val_loss: 0.031166 | Time: 3157.08 ms [2022-04-15 12:41:46 main:574] : INFO : Epoch 1788 | loss: 0.031168 | val_loss: 0.0311656 | Time: 3152.44 ms [2022-04-15 12:41:49 main:574] : INFO : Epoch 1789 | loss: 0.031169 | val_loss: 0.031166 | Time: 3160.34 ms [2022-04-15 12:41:52 main:574] : INFO : Epoch 1790 | loss: 0.0311666 | val_loss: 0.0311658 | Time: 3156.96 ms [2022-04-15 12:41:56 main:574] : INFO : Epoch 1791 | loss: 0.0311676 | val_loss: 0.0311653 | Time: 3173.98 ms [2022-04-15 12:41:59 main:574] : INFO : Epoch 1792 | loss: 0.0311649 | val_loss: 0.0311657 | Time: 3140.06 ms [2022-04-15 12:42:02 main:574] : INFO : Epoch 1793 | loss: 0.0311667 | val_loss: 0.031167 | Time: 3155.69 ms [2022-04-15 12:42:05 main:574] : INFO : Epoch 1794 | loss: 0.0311669 | val_loss: 0.0311694 | Time: 3154.29 ms [2022-04-15 12:42:08 main:574] : INFO : Epoch 1795 | loss: 0.0311661 | val_loss: 0.0311705 | Time: 3170.2 ms [2022-04-15 12:42:11 main:574] : INFO : Epoch 1796 | loss: 0.0311654 | val_loss: 0.0311668 | Time: 3163.59 ms [2022-04-15 12:42:15 main:574] : INFO : Epoch 1797 | loss: 0.0311638 | val_loss: 0.0311668 | Time: 3155.14 ms [2022-04-15 12:42:18 main:574] : INFO : Epoch 1798 | loss: 0.0311644 | val_loss: 0.0311704 | Time: 3164.5 ms [2022-04-15 12:42:21 main:574] : INFO : Epoch 1799 | loss: 0.0311648 | val_loss: 0.03117 | Time: 3143.79 ms [2022-04-15 12:42:24 main:574] : INFO : Epoch 1800 | loss: 0.0311645 | val_loss: 0.0311768 | Time: 3150.3 ms [2022-04-15 12:42:27 main:574] : INFO : Epoch 1801 | loss: 0.0311661 | val_loss: 0.0311698 | Time: 3173.2 ms [2022-04-15 12:42:30 main:574] : INFO : Epoch 1802 | loss: 0.0311662 | val_loss: 0.0311758 | Time: 3182.32 ms [2022-04-15 12:42:34 main:574] : INFO : Epoch 1803 | loss: 0.0311655 | val_loss: 0.0311765 | Time: 3170.66 ms [2022-04-15 12:42:37 main:574] : INFO : Epoch 1804 | loss: 0.0311633 | val_loss: 0.0311699 | Time: 3156.29 ms [2022-04-15 12:42:40 main:574] : INFO : Epoch 1805 | loss: 0.031162 | val_loss: 0.0311663 | Time: 3169.44 ms [2022-04-15 12:42:43 main:574] : INFO : Epoch 1806 | loss: 0.0311638 | val_loss: 0.0311696 | Time: 3161.65 ms [2022-04-15 12:42:46 main:574] : INFO : Epoch 1807 | loss: 0.0311642 | val_loss: 0.0311677 | Time: 3155.28 ms [2022-04-15 12:42:49 main:574] : INFO : Epoch 1808 | loss: 0.0311634 | val_loss: 0.0311672 | Time: 3136.2 ms [2022-04-15 12:42:53 main:574] : INFO : Epoch 1809 | loss: 0.0311624 | val_loss: 0.0311711 | Time: 3168.3 ms [2022-04-15 12:42:56 main:574] : INFO : Epoch 1810 | loss: 0.031164 | val_loss: 0.0311714 | Time: 3165.56 ms [2022-04-15 12:42:59 main:574] : INFO : Epoch 1811 | loss: 0.0311627 | val_loss: 0.0311704 | Time: 3158.75 ms [2022-04-15 12:43:02 main:574] : INFO : Epoch 1812 | loss: 0.0311627 | val_loss: 0.0311691 | Time: 3132.56 ms [2022-04-15 12:43:05 main:574] : INFO : Epoch 1813 | loss: 0.0311615 | val_loss: 0.0311672 | Time: 3159.9 ms [2022-04-15 12:43:08 main:574] : INFO : Epoch 1814 | loss: 0.0311615 | val_loss: 0.0311691 | Time: 3175.64 ms [2022-04-15 12:43:12 main:574] : INFO : Epoch 1815 | loss: 0.0311608 | val_loss: 0.0311718 | Time: 3153.55 ms [2022-04-15 12:43:15 main:574] : INFO : Epoch 1816 | loss: 0.0311658 | val_loss: 0.0311688 | Time: 3195.45 ms [2022-04-15 12:43:18 main:574] : INFO : Epoch 1817 | loss: 0.0311658 | val_loss: 0.0311685 | Time: 3153.38 ms [2022-04-15 12:43:21 main:574] : INFO : Epoch 1818 | loss: 0.031164 | val_loss: 0.0311707 | Time: 3159.4 ms [2022-04-15 12:43:24 main:574] : INFO : Epoch 1819 | loss: 0.0311629 | val_loss: 0.0311672 | Time: 3151.76 ms [2022-04-15 12:43:27 main:574] : INFO : Epoch 1820 | loss: 0.031163 | val_loss: 0.0311674 | Time: 3143.43 ms [2022-04-15 12:43:31 main:574] : INFO : Epoch 1821 | loss: 0.0311607 | val_loss: 0.0311679 | Time: 3166.82 ms [2022-04-15 12:43:34 main:574] : INFO : Epoch 1822 | loss: 0.0311619 | val_loss: 0.0311672 | Time: 3169.41 ms [2022-04-15 12:43:37 main:574] : INFO : Epoch 1823 | loss: 0.0311624 | val_loss: 0.0311717 | Time: 3144.36 ms [2022-04-15 12:43:40 main:574] : INFO : Epoch 1824 | loss: 0.0311628 | val_loss: 0.0311678 | Time: 3152.9 ms [2022-04-15 12:43:43 main:574] : INFO : Epoch 1825 | loss: 0.0311617 | val_loss: 0.0311672 | Time: 3156.89 ms [2022-04-15 12:43:46 main:574] : INFO : Epoch 1826 | loss: 0.0311609 | val_loss: 0.0311712 | Time: 3138.97 ms [2022-04-15 12:43:50 main:574] : INFO : Epoch 1827 | loss: 0.0311615 | val_loss: 0.0311696 | Time: 3127.11 ms [2022-04-15 12:43:53 main:574] : INFO : Epoch 1828 | loss: 0.0311615 | val_loss: 0.0311676 | Time: 3145.65 ms [2022-04-15 12:43:56 main:574] : INFO : Epoch 1829 | loss: 0.0311603 | val_loss: 0.031168 | Time: 3164.81 ms [2022-04-15 12:43:59 main:574] : INFO : Epoch 1830 | loss: 0.0311611 | val_loss: 0.0311684 | Time: 3164.76 ms [2022-04-15 12:44:02 main:574] : INFO : Epoch 1831 | loss: 0.0311614 | val_loss: 0.0311673 | Time: 3201.89 ms [2022-04-15 12:44:05 main:574] : INFO : Epoch 1832 | loss: 0.031162 | val_loss: 0.0311658 | Time: 3186.77 ms [2022-04-15 12:44:09 main:574] : INFO : Epoch 1833 | loss: 0.0311601 | val_loss: 0.0311672 | Time: 3237.49 ms [2022-04-15 12:44:12 main:574] : INFO : Epoch 1834 | loss: 0.0311599 | val_loss: 0.0311676 | Time: 3155.27 ms [2022-04-15 12:44:17 main:574] : INFO : Epoch 1835 | loss: 0.0311592 | val_loss: 0.0311664 | Time: 3140.81 ms [2022-04-15 12:44:21 main:574] : INFO : Epoch 1836 | loss: 0.0311632 | val_loss: 0.0311673 | Time: 3145.29 ms [2022-04-15 12:44:24 main:574] : INFO : Epoch 1837 | loss: 0.0311643 | val_loss: 0.0311698 | Time: 3165.15 ms [2022-04-15 12:44:27 main:574] : INFO : Epoch 1838 | loss: 0.0311638 | val_loss: 0.0311733 | Time: 3134.89 ms [2022-04-15 12:44:30 main:574] : INFO : Epoch 1839 | loss: 0.031165 | val_loss: 0.0311734 | Time: 3137.08 ms [2022-04-15 12:44:33 main:574] : INFO : Epoch 1840 | loss: 0.0311622 | val_loss: 0.031169 | Time: 3159.35 ms [2022-04-15 12:44:36 main:574] : INFO : Epoch 1841 | loss: 0.0311621 | val_loss: 0.0311691 | Time: 3151.34 ms [2022-04-15 12:44:39 main:574] : INFO : Epoch 1842 | loss: 0.0311619 | val_loss: 0.0311696 | Time: 3151.69 ms [2022-04-15 12:44:43 main:574] : INFO : Epoch 1843 | loss: 0.0311623 | val_loss: 0.0311673 | Time: 3129.4 ms [2022-04-15 12:44:46 main:574] : INFO : Epoch 1844 | loss: 0.0311624 | val_loss: 0.031168 | Time: 3144.84 ms [2022-04-15 12:44:49 main:574] : INFO : Epoch 1845 | loss: 0.0311627 | val_loss: 0.03117 | Time: 3151.12 ms [2022-04-15 12:44:52 main:574] : INFO : Epoch 1846 | loss: 0.031164 | val_loss: 0.0311671 | Time: 3161.55 ms [2022-04-15 12:44:55 main:574] : INFO : Epoch 1847 | loss: 0.0311674 | val_loss: 0.0311714 | Time: 3151.98 ms [2022-04-15 12:44:58 main:574] : INFO : Epoch 1848 | loss: 0.0311653 | val_loss: 0.0311674 | Time: 3146.38 ms [2022-04-15 12:45:02 main:574] : INFO : Epoch 1849 | loss: 0.031163 | val_loss: 0.0311662 | Time: 3170.8 ms [2022-04-15 12:45:05 main:574] : INFO : Epoch 1850 | loss: 0.0311619 | val_loss: 0.031167 | Time: 3162.66 ms [2022-04-15 12:45:08 main:574] : INFO : Epoch 1851 | loss: 0.0311622 | val_loss: 0.0311669 | Time: 3150.88 ms [2022-04-15 12:45:11 main:574] : INFO : Epoch 1852 | loss: 0.0311611 | val_loss: 0.0311649 | Time: 3155.13 ms [2022-04-15 12:45:14 main:574] : INFO : Epoch 1853 | loss: 0.0311606 | val_loss: 0.0311663 | Time: 3151.04 ms [2022-04-15 12:45:17 main:574] : INFO : Epoch 1854 | loss: 0.0311596 | val_loss: 0.0311665 | Time: 3143.38 ms [2022-04-15 12:45:21 main:574] : INFO : Epoch 1855 | loss: 0.0311645 | val_loss: 0.0311708 | Time: 3151.07 ms [2022-04-15 12:45:24 main:574] : INFO : Epoch 1856 | loss: 0.0311703 | val_loss: 0.0311705 | Time: 3145.07 ms [2022-04-15 12:45:27 main:574] : INFO : Epoch 1857 | loss: 0.0311686 | val_loss: 0.0311671 | Time: 3160.63 ms [2022-04-15 12:45:30 main:574] : INFO : Epoch 1858 | loss: 0.031167 | val_loss: 0.031169 | Time: 3133.73 ms [2022-04-15 12:45:33 main:574] : INFO : Epoch 1859 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 3152.5 ms [2022-04-15 12:45:36 main:574] : INFO : Epoch 1860 | loss: 0.0311633 | val_loss: 0.0311671 | Time: 3160.26 ms [2022-04-15 12:45:39 main:574] : INFO : Epoch 1861 | loss: 0.0311624 | val_loss: 0.0311733 | Time: 3137.95 ms [2022-04-15 12:45:43 main:574] : INFO : Epoch 1862 | loss: 0.0311629 | val_loss: 0.031174 | Time: 3129.05 ms [2022-04-15 12:45:46 main:574] : INFO : Epoch 1863 | loss: 0.0311635 | val_loss: 0.0311812 | Time: 3143.56 ms [2022-04-15 12:45:49 main:574] : INFO : Epoch 1864 | loss: 0.0311628 | val_loss: 0.0311768 | Time: 3138.43 ms [2022-04-15 12:45:52 main:574] : INFO : Epoch 1865 | loss: 0.0311623 | val_loss: 0.0311695 | Time: 3153.84 ms [2022-04-15 12:45:55 main:574] : INFO : Epoch 1866 | loss: 0.0311605 | val_loss: 0.0311722 | Time: 3137.18 ms [2022-04-15 12:45:58 main:574] : INFO : Epoch 1867 | loss: 0.0311624 | val_loss: 0.0311691 | Time: 3167.87 ms [2022-04-15 12:46:02 main:574] : INFO : Epoch 1868 | loss: 0.0311623 | val_loss: 0.0311696 | Time: 3153 ms [2022-04-15 12:46:05 main:574] : INFO : Epoch 1869 | loss: 0.0311588 | val_loss: 0.0311728 | Time: 3151.84 ms [2022-04-15 12:46:08 main:574] : INFO : Epoch 1870 | loss: 0.0311613 | val_loss: 0.0311811 | Time: 3147.8 ms [2022-04-15 12:46:11 main:574] : INFO : Epoch 1871 | loss: 0.0311616 | val_loss: 0.0311717 | Time: 3151.96 ms [2022-04-15 12:46:14 main:574] : INFO : Epoch 1872 | loss: 0.0311623 | val_loss: 0.0311762 | Time: 3156.5 ms [2022-04-15 12:46:17 main:574] : INFO : Epoch 1873 | loss: 0.0311638 | val_loss: 0.0311695 | Time: 3154.05 ms [2022-04-15 12:46:20 main:574] : INFO : Epoch 1874 | loss: 0.0311655 | val_loss: 0.0311682 | Time: 3136.95 ms [2022-04-15 12:46:24 main:574] : INFO : Epoch 1875 | loss: 0.0311644 | val_loss: 0.0311816 | Time: 3160.18 ms [2022-04-15 12:46:27 main:574] : INFO : Epoch 1876 | loss: 0.0311637 | val_loss: 0.0311682 | Time: 3148.2 ms [2022-04-15 12:46:30 main:574] : INFO : Epoch 1877 | loss: 0.0311664 | val_loss: 0.0311736 | Time: 3130.19 ms [2022-04-15 12:46:33 main:574] : INFO : Epoch 1878 | loss: 0.0311654 | val_loss: 0.0311734 | Time: 3166.29 ms [2022-04-15 12:46:36 main:574] : INFO : Epoch 1879 | loss: 0.0311648 | val_loss: 0.0311689 | Time: 3146.54 ms [2022-04-15 12:46:39 main:574] : INFO : Epoch 1880 | loss: 0.0311665 | val_loss: 0.031172 | Time: 3147.07 ms [2022-04-15 12:46:43 main:574] : INFO : Epoch 1881 | loss: 0.0311634 | val_loss: 0.0311666 | Time: 3136.01 ms [2022-04-15 12:46:46 main:574] : INFO : Epoch 1882 | loss: 0.0311642 | val_loss: 0.0311671 | Time: 3143.49 ms [2022-04-15 12:46:49 main:574] : INFO : Epoch 1883 | loss: 0.0311631 | val_loss: 0.0311748 | Time: 3127.49 ms [2022-04-15 12:46:52 main:574] : INFO : Epoch 1884 | loss: 0.0311645 | val_loss: 0.0311668 | Time: 3160.62 ms [2022-04-15 12:46:55 main:574] : INFO : Epoch 1885 | loss: 0.0311618 | val_loss: 0.0311652 | Time: 3154.47 ms [2022-04-15 12:46:58 main:574] : INFO : Epoch 1886 | loss: 0.0311622 | val_loss: 0.0311684 | Time: 3148.83 ms [2022-04-15 12:47:01 main:574] : INFO : Epoch 1887 | loss: 0.0311602 | val_loss: 0.0311655 | Time: 3156.78 ms [2022-04-15 12:47:05 main:574] : INFO : Epoch 1888 | loss: 0.0311613 | val_loss: 0.0311665 | Time: 3140.87 ms [2022-04-15 12:47:08 main:574] : INFO : Epoch 1889 | loss: 0.0311635 | val_loss: 0.0311666 | Time: 3131.63 ms [2022-04-15 12:47:11 main:574] : INFO : Epoch 1890 | loss: 0.0311665 | val_loss: 0.0311683 | Time: 3148.75 ms [2022-04-15 12:47:14 main:574] : INFO : Epoch 1891 | loss: 0.0311662 | val_loss: 0.0311695 | Time: 3131.84 ms [2022-04-15 12:47:17 main:574] : INFO : Epoch 1892 | loss: 0.0311653 | val_loss: 0.0311657 | Time: 3136.53 ms [2022-04-15 12:47:20 main:574] : INFO : Epoch 1893 | loss: 0.0311631 | val_loss: 0.0311647 | Time: 3141.74 ms [2022-04-15 12:47:23 main:574] : INFO : Epoch 1894 | loss: 0.0311636 | val_loss: 0.0311666 | Time: 3145.99 ms [2022-04-15 12:47:27 main:574] : INFO : Epoch 1895 | loss: 0.0311654 | val_loss: 0.0311686 | Time: 3149.38 ms [2022-04-15 12:47:30 main:574] : INFO : Epoch 1896 | loss: 0.0311671 | val_loss: 0.0311708 | Time: 3145.07 ms [2022-04-15 12:47:33 main:574] : INFO : Epoch 1897 | loss: 0.031166 | val_loss: 0.0311672 | Time: 3126.68 ms [2022-04-15 12:47:36 main:574] : INFO : Epoch 1898 | loss: 0.0311645 | val_loss: 0.0311677 | Time: 3136.79 ms [2022-04-15 12:47:39 main:574] : INFO : Epoch 1899 | loss: 0.031165 | val_loss: 0.0311663 | Time: 3157.3 ms [2022-04-15 12:47:42 main:574] : INFO : Epoch 1900 | loss: 0.031164 | val_loss: 0.0311655 | Time: 3139.47 ms [2022-04-15 12:47:46 main:574] : INFO : Epoch 1901 | loss: 0.0311623 | val_loss: 0.0311659 | Time: 3143.98 ms [2022-04-15 12:47:49 main:574] : INFO : Epoch 1902 | loss: 0.031162 | val_loss: 0.0311658 | Time: 3145.91 ms [2022-04-15 12:47:52 main:574] : INFO : Epoch 1903 | loss: 0.0311618 | val_loss: 0.0311661 | Time: 3157.33 ms [2022-04-15 12:47:55 main:574] : INFO : Epoch 1904 | loss: 0.0311651 | val_loss: 0.0311672 | Time: 3133.33 ms [2022-04-15 12:47:58 main:574] : INFO : Epoch 1905 | loss: 0.0311668 | val_loss: 0.0311662 | Time: 3145.6 ms [2022-04-15 12:48:01 main:574] : INFO : Epoch 1906 | loss: 0.0311647 | val_loss: 0.0311663 | Time: 3147.82 ms [2022-04-15 12:48:04 main:574] : INFO : Epoch 1907 | loss: 0.0311657 | val_loss: 0.0311693 | Time: 3155.96 ms [2022-04-15 12:48:08 main:574] : INFO : Epoch 1908 | loss: 0.0311646 | val_loss: 0.0311649 | Time: 3146.56 ms [2022-04-15 12:48:11 main:574] : INFO : Epoch 1909 | loss: 0.0311638 | val_loss: 0.0311672 | Time: 3142.39 ms [2022-04-15 12:48:14 main:574] : INFO : Epoch 1910 | loss: 0.031166 | val_loss: 0.031166 | Time: 3169.82 ms [2022-04-15 12:48:17 main:574] : INFO : Epoch 1911 | loss: 0.0311655 | val_loss: 0.0311729 | Time: 3158.41 ms [2022-04-15 12:48:20 main:574] : INFO : Epoch 1912 | loss: 0.0311808 | val_loss: 0.0311799 | Time: 3153.15 ms [2022-04-15 12:48:23 main:574] : INFO : Epoch 1913 | loss: 0.0357832 | val_loss: 0.0320534 | Time: 3146.94 ms [2022-04-15 12:48:27 main:574] : INFO : Epoch 1914 | loss: 0.0320918 | val_loss: 0.0314693 | Time: 3175.18 ms [2022-04-15 12:48:30 main:574] : INFO : Epoch 1915 | loss: 0.0312781 | val_loss: 0.0312174 | Time: 3159.82 ms [2022-04-15 12:48:33 main:574] : INFO : Epoch 1916 | loss: 0.0311924 | val_loss: 0.0311768 | Time: 3135.95 ms [2022-04-15 12:48:36 main:574] : INFO : Epoch 1917 | loss: 0.0311747 | val_loss: 0.0311695 | Time: 3140.15 ms [2022-04-15 12:48:39 main:574] : INFO : Epoch 1918 | loss: 0.0311712 | val_loss: 0.031168 | Time: 3153.43 ms [2022-04-15 12:48:42 main:574] : INFO : Epoch 1919 | loss: 0.0311681 | val_loss: 0.031168 | Time: 3163.07 ms [2022-04-15 12:48:46 main:574] : INFO : Epoch 1920 | loss: 0.0311677 | val_loss: 0.031168 | Time: 3149.73 ms [2022-04-15 12:48:49 main:574] : INFO : Epoch 1921 | loss: 0.0311682 | val_loss: 0.0311753 | Time: 3146.83 ms [2022-04-15 12:48:52 main:574] : INFO : Epoch 1922 | loss: 0.0311669 | val_loss: 0.0311671 | Time: 3133.81 ms [2022-04-15 12:48:55 main:574] : INFO : Epoch 1923 | loss: 0.0311663 | val_loss: 0.0311675 | Time: 3173.37 ms [2022-04-15 12:48:58 main:574] : INFO : Epoch 1924 | loss: 0.0311663 | val_loss: 0.0311686 | Time: 3141.85 ms [2022-04-15 12:49:01 main:574] : INFO : Epoch 1925 | loss: 0.0311665 | val_loss: 0.0311666 | Time: 3138.89 ms [2022-04-15 12:49:04 main:574] : INFO : Epoch 1926 | loss: 0.0311656 | val_loss: 0.0311657 | Time: 3147.58 ms [2022-04-15 12:49:08 main:574] : INFO : Epoch 1927 | loss: 0.0311655 | val_loss: 0.0311701 | Time: 3144.83 ms [2022-04-15 12:49:11 main:574] : INFO : Epoch 1928 | loss: 0.0311665 | val_loss: 0.0311656 | Time: 3124.55 ms [2022-04-15 12:49:14 main:574] : INFO : Epoch 1929 | loss: 0.031169 | val_loss: 0.0311791 | Time: 3167.53 ms [2022-04-15 12:49:17 main:574] : INFO : Epoch 1930 | loss: 0.0311765 | val_loss: 0.0311736 | Time: 3138.74 ms [2022-04-15 12:49:20 main:574] : INFO : Epoch 1931 | loss: 0.0311725 | val_loss: 0.0311703 | Time: 3149.92 ms [2022-04-15 12:49:23 main:574] : INFO : Epoch 1932 | loss: 0.0311708 | val_loss: 0.031166 | Time: 3143.74 ms [2022-04-15 12:49:27 main:574] : INFO : Epoch 1933 | loss: 0.0311675 | val_loss: 0.0311666 | Time: 3150.25 ms [2022-04-15 12:49:30 main:574] : INFO : Epoch 1934 | loss: 0.0311662 | val_loss: 0.0311648 | Time: 3163.14 ms [2022-04-15 12:49:33 main:574] : INFO : Epoch 1935 | loss: 0.0311651 | val_loss: 0.0311648 | Time: 3160.63 ms [2022-04-15 12:49:36 main:574] : INFO : Epoch 1936 | loss: 0.0311654 | val_loss: 0.0311654 | Time: 3187.45 ms [2022-04-15 12:49:39 main:574] : INFO : Epoch 1937 | loss: 0.0311652 | val_loss: 0.0311682 | Time: 3149.49 ms [2022-04-15 12:49:42 main:574] : INFO : Epoch 1938 | loss: 0.0311653 | val_loss: 0.031171 | Time: 3150.66 ms [2022-04-15 12:49:45 main:574] : INFO : Epoch 1939 | loss: 0.0311639 | val_loss: 0.0311708 | Time: 3137.98 ms [2022-04-15 12:49:49 main:574] : INFO : Epoch 1940 | loss: 0.0311655 | val_loss: 0.0311668 | Time: 3128.04 ms [2022-04-15 12:49:52 main:574] : INFO : Epoch 1941 | loss: 0.0311654 | val_loss: 0.0311705 | Time: 3167.6 ms [2022-04-15 12:49:55 main:574] : INFO : Epoch 1942 | loss: 0.0311668 | val_loss: 0.0311668 | Time: 3148.21 ms [2022-04-15 12:49:58 main:574] : INFO : Epoch 1943 | loss: 0.0311633 | val_loss: 0.0311644 | Time: 3145.6 ms [2022-04-15 12:50:01 main:574] : INFO : Epoch 1944 | loss: 0.0311635 | val_loss: 0.031165 | Time: 3151.09 ms [2022-04-15 12:50:04 main:574] : INFO : Epoch 1945 | loss: 0.0311636 | val_loss: 0.0311657 | Time: 3138.8 ms [2022-04-15 12:50:08 main:574] : INFO : Epoch 1946 | loss: 0.0311632 | val_loss: 0.0311657 | Time: 3129.21 ms [2022-04-15 12:50:11 main:574] : INFO : Epoch 1947 | loss: 0.0311627 | val_loss: 0.0311659 | Time: 3160.75 ms [2022-04-15 12:50:14 main:574] : INFO : Epoch 1948 | loss: 0.0311625 | val_loss: 0.0311662 | Time: 3117.36 ms [2022-04-15 12:50:17 main:574] : INFO : Epoch 1949 | loss: 0.0311624 | val_loss: 0.0311664 | Time: 3154.9 ms [2022-04-15 12:50:20 main:574] : INFO : Epoch 1950 | loss: 0.0311643 | val_loss: 0.0311714 | Time: 3168.32 ms [2022-04-15 12:50:23 main:574] : INFO : Epoch 1951 | loss: 0.0311631 | val_loss: 0.0311672 | Time: 3139.5 ms [2022-04-15 12:50:26 main:574] : INFO : Epoch 1952 | loss: 0.0311617 | val_loss: 0.0311674 | Time: 3147.8 ms [2022-04-15 12:50:30 main:574] : INFO : Epoch 1953 | loss: 0.0311655 | val_loss: 0.0311685 | Time: 3136.73 ms [2022-04-15 12:50:33 main:574] : INFO : Epoch 1954 | loss: 0.0311627 | val_loss: 0.0311693 | Time: 3157.51 ms [2022-04-15 12:50:36 main:574] : INFO : Epoch 1955 | loss: 0.0311622 | val_loss: 0.0311686 | Time: 3167.35 ms [2022-04-15 12:50:39 main:574] : INFO : Epoch 1956 | loss: 0.031163 | val_loss: 0.0311771 | Time: 3124.18 ms [2022-04-15 12:50:42 main:574] : INFO : Epoch 1957 | loss: 0.0311656 | val_loss: 0.0311665 | Time: 3160.77 ms [2022-04-15 12:50:45 main:574] : INFO : Epoch 1958 | loss: 0.0311644 | val_loss: 0.0311658 | Time: 3139.61 ms [2022-04-15 12:50:49 main:574] : INFO : Epoch 1959 | loss: 0.0311625 | val_loss: 0.0311664 | Time: 3155.16 ms [2022-04-15 12:50:52 main:574] : INFO : Epoch 1960 | loss: 0.0311629 | val_loss: 0.0311663 | Time: 3134.59 ms [2022-04-15 12:50:55 main:574] : INFO : Epoch 1961 | loss: 0.0311639 | val_loss: 0.0311677 | Time: 3158.59 ms [2022-04-15 12:50:58 main:574] : INFO : Epoch 1962 | loss: 0.0311626 | val_loss: 0.031165 | Time: 3149.41 ms [2022-04-15 12:51:01 main:574] : INFO : Epoch 1963 | loss: 0.0311643 | val_loss: 0.0311647 | Time: 3149.88 ms [2022-04-15 12:51:04 main:574] : INFO : Epoch 1964 | loss: 0.0311633 | val_loss: 0.0311655 | Time: 3151.3 ms [2022-04-15 12:51:08 main:574] : INFO : Epoch 1965 | loss: 0.0311646 | val_loss: 0.0311674 | Time: 3160.09 ms [2022-04-15 12:51:11 main:574] : INFO : Epoch 1966 | loss: 0.0311706 | val_loss: 0.0311763 | Time: 3140.61 ms [2022-04-15 12:51:14 main:574] : INFO : Epoch 1967 | loss: 0.0311665 | val_loss: 0.0311692 | Time: 3136.17 ms [2022-04-15 12:51:17 main:574] : INFO : Epoch 1968 | loss: 0.0311626 | val_loss: 0.0311692 | Time: 3143.79 ms [2022-04-15 12:51:20 main:574] : INFO : Epoch 1969 | loss: 0.0311674 | val_loss: 0.0311671 | Time: 3154.73 ms [2022-04-15 12:51:23 main:574] : INFO : Epoch 1970 | loss: 0.0311672 | val_loss: 0.0311661 | Time: 3157.9 ms [2022-04-15 12:51:26 main:574] : INFO : Epoch 1971 | loss: 0.0311679 | val_loss: 0.0311685 | Time: 3156.29 ms [2022-04-15 12:51:30 main:574] : INFO : Epoch 1972 | loss: 0.0311652 | val_loss: 0.031165 | Time: 3159.11 ms [2022-04-15 12:51:33 main:574] : INFO : Epoch 1973 | loss: 0.0311642 | val_loss: 0.0311661 | Time: 3163.83 ms [2022-04-15 12:51:36 main:574] : INFO : Epoch 1974 | loss: 0.0311648 | val_loss: 0.0311653 | Time: 3146.02 ms [2022-04-15 12:51:39 main:574] : INFO : Epoch 1975 | loss: 0.031164 | val_loss: 0.0311658 | Time: 3141.84 ms [2022-04-15 12:51:42 main:574] : INFO : Epoch 1976 | loss: 0.031166 | val_loss: 0.0311657 | Time: 3144.66 ms [2022-04-15 12:51:45 main:574] : INFO : Epoch 1977 | loss: 0.0311649 | val_loss: 0.0311642 | Time: 3168.9 ms [2022-04-15 12:51:49 main:574] : INFO : Epoch 1978 | loss: 0.0311648 | val_loss: 0.0311658 | Time: 3150.45 ms [2022-04-15 12:51:52 main:574] : INFO : Epoch 1979 | loss: 0.0311644 | val_loss: 0.0311663 | Time: 3150.77 ms [2022-04-15 12:51:55 main:574] : INFO : Epoch 1980 | loss: 0.0311653 | val_loss: 0.0311663 | Time: 3165.21 ms [2022-04-15 12:51:58 main:574] : INFO : Epoch 1981 | loss: 0.031165 | val_loss: 0.0311666 | Time: 3150.72 ms [2022-04-15 12:52:01 main:574] : INFO : Epoch 1982 | loss: 0.0311648 | val_loss: 0.0311687 | Time: 3156.11 ms [2022-04-15 12:52:04 main:574] : INFO : Epoch 1983 | loss: 0.031165 | val_loss: 0.0311672 | Time: 3164.23 ms [2022-04-15 12:52:08 main:574] : INFO : Epoch 1984 | loss: 0.0311654 | val_loss: 0.0311682 | Time: 3149.2 ms [2022-04-15 12:52:11 main:574] : INFO : Epoch 1985 | loss: 0.0311653 | val_loss: 0.0311668 | Time: 3161.44 ms [2022-04-15 12:52:14 main:574] : INFO : Epoch 1986 | loss: 0.0311644 | val_loss: 0.0311677 | Time: 3147.71 ms [2022-04-15 12:52:17 main:574] : INFO : Epoch 1987 | loss: 0.0311648 | val_loss: 0.0311651 | Time: 3145.05 ms [2022-04-15 12:52:20 main:574] : INFO : Epoch 1988 | loss: 0.0311668 | val_loss: 0.0311646 | Time: 3148.31 ms [2022-04-15 12:52:23 main:574] : INFO : Epoch 1989 | loss: 0.0311661 | val_loss: 0.031165 | Time: 3152.62 ms [2022-04-15 12:52:26 main:574] : INFO : Epoch 1990 | loss: 0.0311641 | val_loss: 0.0311648 | Time: 3145.51 ms [2022-04-15 12:52:30 main:574] : INFO : Epoch 1991 | loss: 0.0311635 | val_loss: 0.0311652 | Time: 3146.39 ms [2022-04-15 12:52:33 main:574] : INFO : Epoch 1992 | loss: 0.0311648 | val_loss: 0.0311658 | Time: 3156.25 ms [2022-04-15 12:52:36 main:574] : INFO : Epoch 1993 | loss: 0.0311651 | val_loss: 0.0311658 | Time: 3166.59 ms [2022-04-15 12:52:39 main:574] : INFO : Epoch 1994 | loss: 0.0311638 | val_loss: 0.0311697 | Time: 3144.55 ms [2022-04-15 12:52:42 main:574] : INFO : Epoch 1995 | loss: 0.0311641 | val_loss: 0.0311668 | Time: 3148.92 ms [2022-04-15 12:52:45 main:574] : INFO : Epoch 1996 | loss: 0.0311646 | val_loss: 0.0311663 | Time: 3151.47 ms [2022-04-15 12:52:49 main:574] : INFO : Epoch 1997 | loss: 0.0311656 | val_loss: 0.0311656 | Time: 3158.83 ms [2022-04-15 12:52:52 main:574] : INFO : Epoch 1998 | loss: 0.0311715 | val_loss: 0.031168 | Time: 3149.51 ms [2022-04-15 12:52:55 main:574] : INFO : Epoch 1999 | loss: 0.0311698 | val_loss: 0.031166 | Time: 3157.12 ms [2022-04-15 12:52:58 main:574] : INFO : Epoch 2000 | loss: 0.0311663 | val_loss: 0.0311644 | Time: 3172.95 ms [2022-04-15 12:53:01 main:574] : INFO : Epoch 2001 | loss: 0.0311651 | val_loss: 0.0311639 | Time: 3153.48 ms [2022-04-15 12:53:04 main:574] : INFO : Epoch 2002 | loss: 0.0311673 | val_loss: 0.0311639 | Time: 3153.25 ms [2022-04-15 12:53:08 main:574] : INFO : Epoch 2003 | loss: 0.0311668 | val_loss: 0.0311651 | Time: 3157.84 ms [2022-04-15 12:53:11 main:574] : INFO : Epoch 2004 | loss: 0.0311644 | val_loss: 0.0311636 | Time: 3168.56 ms [2022-04-15 12:53:14 main:574] : INFO : Epoch 2005 | loss: 0.0311655 | val_loss: 0.0311665 | Time: 3157.34 ms [2022-04-15 12:53:17 main:574] : INFO : Epoch 2006 | loss: 0.0311648 | val_loss: 0.0311638 | Time: 3152.67 ms [2022-04-15 12:53:20 main:574] : INFO : Epoch 2007 | loss: 0.0311656 | val_loss: 0.0311674 | Time: 3139.66 ms [2022-04-15 12:53:23 main:574] : INFO : Epoch 2008 | loss: 0.0311657 | val_loss: 0.0311674 | Time: 3142.5 ms [2022-04-15 12:53:27 main:574] : INFO : Epoch 2009 | loss: 0.0311669 | val_loss: 0.0311669 | Time: 3149 ms [2022-04-15 12:53:30 main:574] : INFO : Epoch 2010 | loss: 0.0311682 | val_loss: 0.0311673 | Time: 3134.25 ms [2022-04-15 12:53:33 main:574] : INFO : Epoch 2011 | loss: 0.0311646 | val_loss: 0.0311653 | Time: 3177.43 ms [2022-04-15 12:53:36 main:574] : INFO : Epoch 2012 | loss: 0.0311646 | val_loss: 0.0311663 | Time: 3155.57 ms [2022-04-15 12:53:39 main:574] : INFO : Epoch 2013 | loss: 0.0311665 | val_loss: 0.0311664 | Time: 3133.65 ms [2022-04-15 12:53:42 main:574] : INFO : Epoch 2014 | loss: 0.0311671 | val_loss: 0.0311685 | Time: 3139.27 ms [2022-04-15 12:53:45 main:574] : INFO : Epoch 2015 | loss: 0.0311658 | val_loss: 0.031167 | Time: 3151.37 ms [2022-04-15 12:53:49 main:574] : INFO : Epoch 2016 | loss: 0.0311651 | val_loss: 0.0311656 | Time: 3142.29 ms [2022-04-15 12:53:52 main:574] : INFO : Epoch 2017 | loss: 0.0311651 | val_loss: 0.0311656 | Time: 3135.79 ms [2022-04-15 12:53:55 main:574] : INFO : Epoch 2018 | loss: 0.0311665 | val_loss: 0.031167 | Time: 3156.3 ms [2022-04-15 12:53:58 main:574] : INFO : Epoch 2019 | loss: 0.0311699 | val_loss: 0.0311705 | Time: 3152.56 ms [2022-04-15 12:54:01 main:574] : INFO : Epoch 2020 | loss: 0.0311689 | val_loss: 0.0311716 | Time: 3140.92 ms [2022-04-15 12:54:04 main:574] : INFO : Epoch 2021 | loss: 0.0311695 | val_loss: 0.0311694 | Time: 3171.77 ms [2022-04-15 12:54:07 main:574] : INFO : Epoch 2022 | loss: 0.0311692 | val_loss: 0.0311681 | Time: 3125.15 ms [2022-04-15 12:54:11 main:574] : INFO : Epoch 2023 | loss: 0.0311687 | val_loss: 0.0311684 | Time: 3148.93 ms [2022-04-15 12:54:14 main:574] : INFO : Epoch 2024 | loss: 0.0311684 | val_loss: 0.0311684 | Time: 3159.03 ms [2022-04-15 12:54:17 main:574] : INFO : Epoch 2025 | loss: 0.0311684 | val_loss: 0.0311688 | Time: 3153.87 ms [2022-04-15 12:54:20 main:574] : INFO : Epoch 2026 | loss: 0.0311691 | val_loss: 0.0311693 | Time: 3151.79 ms [2022-04-15 12:54:23 main:574] : INFO : Epoch 2027 | loss: 0.0311678 | val_loss: 0.031175 | Time: 3161.17 ms [2022-04-15 12:54:26 main:574] : INFO : Epoch 2028 | loss: 0.0311691 | val_loss: 0.0311703 | Time: 3182.09 ms [2022-04-15 12:54:30 main:574] : INFO : Epoch 2029 | loss: 0.0311665 | val_loss: 0.0311688 | Time: 3168.6 ms [2022-04-15 12:54:33 main:574] : INFO : Epoch 2030 | loss: 0.0311669 | val_loss: 0.0311662 | Time: 3154.93 ms [2022-04-15 12:54:36 main:574] : INFO : Epoch 2031 | loss: 0.0311667 | val_loss: 0.0311688 | Time: 3168.31 ms [2022-04-15 12:54:39 main:574] : INFO : Epoch 2032 | loss: 0.03117 | val_loss: 0.0311671 | Time: 3171.33 ms [2022-04-15 12:54:42 main:574] : INFO : Epoch 2033 | loss: 0.031168 | val_loss: 0.0311661 | Time: 3151.52 ms [2022-04-15 12:54:45 main:574] : INFO : Epoch 2034 | loss: 0.031168 | val_loss: 0.0311673 | Time: 3165.69 ms [2022-04-15 12:54:49 main:574] : INFO : Epoch 2035 | loss: 0.0311698 | val_loss: 0.0311763 | Time: 3170.78 ms [2022-04-15 12:54:52 main:574] : INFO : Epoch 2036 | loss: 0.0311724 | val_loss: 0.0311678 | Time: 3152.89 ms [2022-04-15 12:54:55 main:574] : INFO : Epoch 2037 | loss: 0.031168 | val_loss: 0.0311746 | Time: 3151.89 ms [2022-04-15 12:54:58 main:574] : INFO : Epoch 2038 | loss: 0.0311685 | val_loss: 0.03117 | Time: 3162.26 ms [2022-04-15 12:55:01 main:574] : INFO : Epoch 2039 | loss: 0.0311669 | val_loss: 0.0311755 | Time: 3164.95 ms [2022-04-15 12:55:04 main:574] : INFO : Epoch 2040 | loss: 0.0311682 | val_loss: 0.0311696 | Time: 3151.22 ms [2022-04-15 12:55:08 main:574] : INFO : Epoch 2041 | loss: 0.0311651 | val_loss: 0.0311674 | Time: 3163.09 ms [2022-04-15 12:55:11 main:574] : INFO : Epoch 2042 | loss: 0.0311649 | val_loss: 0.0311669 | Time: 3161.47 ms [2022-04-15 12:55:14 main:574] : INFO : Epoch 2043 | loss: 0.0311655 | val_loss: 0.0311689 | Time: 3162.82 ms [2022-04-15 12:55:17 main:574] : INFO : Epoch 2044 | loss: 0.0311664 | val_loss: 0.0311701 | Time: 3132.58 ms [2022-04-15 12:55:20 main:574] : INFO : Epoch 2045 | loss: 0.0311679 | val_loss: 0.0311677 | Time: 3154.9 ms [2022-04-15 12:55:23 main:574] : INFO : Epoch 2046 | loss: 0.0311656 | val_loss: 0.0311687 | Time: 3166.69 ms [2022-04-15 12:55:27 main:574] : INFO : Epoch 2047 | loss: 0.0311646 | val_loss: 0.0311676 | Time: 3164.07 ms [2022-04-15 12:55:30 main:574] : INFO : Epoch 2048 | loss: 0.0311662 | val_loss: 0.0311651 | Time: 3142.99 ms [2022-04-15 12:55:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311651 [2022-04-15 12:55:30 main:603] : INFO : Saving end state to config to file [2022-04-15 12:55:30 main:608] : INFO : Success, exiting.. 12:55:30 (15940): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)