Task 10938044
| Name | ParityModified-1639947720-1406-2-0_0 |
| Workunit | 8233338 |
| Created | 21 Jan 2022, 10:00:09 UTC |
| Sent | 6 Feb 2022, 23:15:10 UTC |
| Report deadline | 14 Feb 2022, 23:15:10 UTC |
| Received | 7 Feb 2022, 18:06:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18786 |
| Run time | 3 hours 29 min 53 sec |
| CPU time | 2 hours 56 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,255.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1591 | loss: 0.0311032 | val_loss: 0.0311689 | Time: 6148.72 ms [2022-02-07 02:13:29 main:574] : INFO : Epoch 1592 | loss: 0.0311038 | val_loss: 0.0311738 | Time: 6186.66 ms [2022-02-07 02:13:35 main:574] : INFO : Epoch 1593 | loss: 0.0311028 | val_loss: 0.0311764 | Time: 6108.96 ms [2022-02-07 02:13:41 main:574] : INFO : Epoch 1594 | loss: 0.0311068 | val_loss: 0.0311713 | Time: 6149.12 ms [2022-02-07 02:13:48 main:574] : INFO : Epoch 1595 | loss: 0.0311049 | val_loss: 0.0311775 | Time: 6079.38 ms [2022-02-07 02:13:54 main:574] : INFO : Epoch 1596 | loss: 0.0311075 | val_loss: 0.0311706 | Time: 6060.02 ms [2022-02-07 02:14:00 main:574] : INFO : Epoch 1597 | loss: 0.0311113 | val_loss: 0.0311707 | Time: 6135.85 ms [2022-02-07 02:14:06 main:574] : INFO : Epoch 1598 | loss: 0.0311049 | val_loss: 0.0311705 | Time: 6080.52 ms [2022-02-07 02:14:12 main:574] : INFO : Epoch 1599 | loss: 0.0311037 | val_loss: 0.0311718 | Time: 6139.5 ms [2022-02-07 02:14:18 main:574] : INFO : Epoch 1600 | loss: 0.0311039 | val_loss: 0.0311682 | Time: 6086.94 ms [2022-02-07 02:14:24 main:574] : INFO : Epoch 1601 | loss: 0.0311137 | val_loss: 0.0311728 | Time: 6224.09 ms [2022-02-07 02:14:30 main:574] : INFO : Epoch 1602 | loss: 0.0311064 | val_loss: 0.0311797 | Time: 6056.87 ms [2022-02-07 02:14:37 main:574] : INFO : Epoch 1603 | loss: 0.031106 | val_loss: 0.0311693 | Time: 6065.13 ms [2022-02-07 02:14:43 main:574] : INFO : Epoch 1604 | loss: 0.0311178 | val_loss: 0.0311733 | Time: 6156.25 ms [2022-02-07 02:14:49 main:574] : INFO : Epoch 1605 | loss: 0.0311136 | val_loss: 0.031165 | Time: 6157.22 ms [2022-02-07 02:14:55 main:574] : INFO : Epoch 1606 | loss: 0.031116 | val_loss: 0.0311659 | Time: 6294.03 ms [2022-02-07 02:15:01 main:574] : INFO : Epoch 1607 | loss: 0.0311099 | val_loss: 0.0311701 | Time: 6162.47 ms [2022-02-07 02:15:07 main:574] : INFO : Epoch 1608 | loss: 0.031105 | val_loss: 0.0311723 | Time: 6125.24 ms [2022-02-07 02:15:14 main:574] : INFO : Epoch 1609 | loss: 0.0311076 | val_loss: 0.0311728 | Time: 6131.92 ms [2022-02-07 02:15:20 main:574] : INFO : Epoch 1610 | loss: 0.0311093 | val_loss: 0.0311702 | Time: 6136.71 ms [2022-02-07 02:15:26 main:574] : INFO : Epoch 1611 | loss: 0.0311148 | val_loss: 0.0311755 | Time: 6221.2 ms [2022-02-07 02:15:32 main:574] : INFO : Epoch 1612 | loss: 0.0311122 | val_loss: 0.0311633 | Time: 6236.45 ms [2022-02-07 02:15:39 main:574] : INFO : Epoch 1613 | loss: 0.0311064 | val_loss: 0.0311661 | Time: 6250.72 ms [2022-02-07 02:15:45 main:574] : INFO : Epoch 1614 | loss: 0.0311049 | val_loss: 0.0311693 | Time: 6163.4 ms [2022-02-07 02:15:51 main:574] : INFO : Epoch 1615 | loss: 0.0311011 | val_loss: 0.0311749 | Time: 6072.51 ms [2022-02-07 02:15:57 main:574] : INFO : Epoch 1616 | loss: 0.0311008 | val_loss: 0.031172 | Time: 6312.41 ms [2022-02-07 02:16:03 main:574] : INFO : Epoch 1617 | loss: 0.0311061 | val_loss: 0.0311673 | Time: 6262.9 ms [2022-02-07 02:16:10 main:574] : INFO : Epoch 1618 | loss: 0.0311072 | val_loss: 0.0311711 | Time: 6142.57 ms [2022-02-07 02:16:16 main:574] : INFO : Epoch 1619 | loss: 0.0311059 | val_loss: 0.0311772 | Time: 6091.5 ms [2022-02-07 02:16:22 main:574] : INFO : Epoch 1620 | loss: 0.0311069 | val_loss: 0.0311742 | Time: 6203.68 ms [2022-02-07 02:16:28 main:574] : INFO : Epoch 1621 | loss: 0.0311103 | val_loss: 0.0311752 | Time: 6046.84 ms [2022-02-07 02:16:34 main:574] : INFO : Epoch 1622 | loss: 0.0311051 | val_loss: 0.0311789 | Time: 6029.3 ms [2022-02-07 02:16:40 main:574] : INFO : Epoch 1623 | loss: 0.0311071 | val_loss: 0.031183 | Time: 6151.19 ms [2022-02-07 02:16:46 main:574] : INFO : Epoch 1624 | loss: 0.031104 | val_loss: 0.0311808 | Time: 6171.22 ms [2022-02-07 02:16:53 main:574] : INFO : Epoch 1625 | loss: 0.031102 | val_loss: 0.0311744 | Time: 6213.07 ms [2022-02-07 02:16:59 main:574] : INFO : Epoch 1626 | loss: 0.0311044 | val_loss: 0.0311779 | Time: 6059.22 ms [2022-02-07 02:17:05 main:574] : INFO : Epoch 1627 | loss: 0.0311062 | val_loss: 0.0311828 | Time: 6198.72 ms [2022-02-07 02:17:11 main:574] : INFO : Epoch 1628 | loss: 0.0311023 | val_loss: 0.0311795 | Time: 6147.25 ms [2022-02-07 02:17:17 main:574] : INFO : Epoch 1629 | loss: 0.0311016 | val_loss: 0.0311742 | Time: 6046.95 ms [2022-02-07 02:17:23 main:574] : INFO : Epoch 1630 | loss: 0.0311051 | val_loss: 0.0311834 | Time: 6016.17 ms [2022-02-07 02:17:29 main:574] : INFO : Epoch 1631 | loss: 0.0311044 | val_loss: 0.0311824 | Time: 6225.92 ms [2022-02-07 02:17:36 main:574] : INFO : Epoch 1632 | loss: 0.0311024 | val_loss: 0.0311816 | Time: 6165.94 ms [2022-02-07 02:17:42 main:574] : INFO : Epoch 1633 | loss: 0.031097 | val_loss: 0.0311753 | Time: 6018.17 ms [2022-02-07 02:17:48 main:574] : INFO : Epoch 1634 | loss: 0.0310971 | val_loss: 0.0311766 | Time: 6216.19 ms [2022-02-07 02:17:54 main:574] : INFO : Epoch 1635 | loss: 0.0310959 | val_loss: 0.0311838 | Time: 6162.64 ms [2022-02-07 02:18:00 main:574] : INFO : Epoch 1636 | loss: 0.0310979 | val_loss: 0.0311746 | Time: 6033.93 ms [2022-02-07 02:18:06 main:574] : INFO : Epoch 1637 | loss: 0.0311107 | val_loss: 0.031173 | Time: 6103.23 ms [2022-02-07 02:18:12 main:574] : INFO : Epoch 1638 | loss: 0.0311315 | val_loss: 0.0311621 | Time: 6096.97 ms [2022-02-07 02:18:18 main:574] : INFO : Epoch 1639 | loss: 0.0311319 | val_loss: 0.0311596 | Time: 6030.26 ms [2022-02-07 02:18:25 main:574] : INFO : Epoch 1640 | loss: 0.0311203 | val_loss: 0.0311692 | Time: 6142.83 ms [2022-02-07 02:18:31 main:574] : INFO : Epoch 1641 | loss: 0.031118 | val_loss: 0.0311689 | Time: 6084.67 ms [2022-02-07 02:18:37 main:574] : INFO : Epoch 1642 | loss: 0.0311157 | val_loss: 0.0311736 | Time: 6123.24 ms [2022-02-07 02:18:43 main:574] : INFO : Epoch 1643 | loss: 0.0311148 | val_loss: 0.0311655 | Time: 6085.71 ms [2022-02-07 02:18:49 main:574] : INFO : Epoch 1644 | loss: 0.0311121 | val_loss: 0.0311694 | Time: 6112.98 ms [2022-02-07 02:18:55 main:574] : INFO : Epoch 1645 | loss: 0.0311114 | val_loss: 0.0311762 | Time: 6199.13 ms [2022-02-07 02:19:01 main:574] : INFO : Epoch 1646 | loss: 0.0311158 | val_loss: 0.031167 | Time: 6185.24 ms [2022-02-07 02:19:08 main:574] : INFO : Epoch 1647 | loss: 0.0311139 | val_loss: 0.0311727 | Time: 6159.78 ms [2022-02-07 02:19:14 main:574] : INFO : Epoch 1648 | loss: 0.0311137 | val_loss: 0.0311711 | Time: 6174.99 ms [2022-02-07 02:19:20 main:574] : INFO : Epoch 1649 | loss: 0.0311165 | val_loss: 0.0311733 | Time: 6028.79 ms [2022-02-07 02:19:26 main:574] : INFO : Epoch 1650 | loss: 0.031131 | val_loss: 0.0311739 | Time: 6139.22 ms [2022-02-07 02:19:32 main:574] : INFO : Epoch 1651 | loss: 0.0311318 | val_loss: 0.0311656 | Time: 6169.68 ms [2022-02-07 02:19:38 main:574] : INFO : Epoch 1652 | loss: 0.0311182 | val_loss: 0.0311689 | Time: 6053.25 ms [2022-02-07 02:19:44 main:574] : INFO : Epoch 1653 | loss: 0.0311147 | val_loss: 0.0311667 | Time: 6014.42 ms [2022-02-07 02:19:51 main:574] : INFO : Epoch 1654 | loss: 0.031117 | val_loss: 0.0311725 | Time: 6204.49 ms [2022-02-07 02:19:57 main:574] : INFO : Epoch 1655 | loss: 0.0311158 | val_loss: 0.0311741 | Time: 6472.84 ms [2022-02-07 02:20:04 main:574] : INFO : Epoch 1656 | loss: 0.0311151 | val_loss: 0.0311692 | Time: 6896.01 ms [2022-02-07 02:20:11 main:574] : INFO : Epoch 1657 | loss: 0.0311162 | val_loss: 0.0311685 | Time: 6594.61 ms [2022-02-07 02:20:17 main:574] : INFO : Epoch 1658 | loss: 0.0311127 | val_loss: 0.0311707 | Time: 6152.26 ms [2022-02-07 02:20:23 main:574] : INFO : Epoch 1659 | loss: 0.0311115 | val_loss: 0.0311666 | Time: 5998.95 ms [2022-02-07 02:20:29 main:574] : INFO : Epoch 1660 | loss: 0.0311133 | val_loss: 0.031169 | Time: 6191.28 ms [2022-02-07 02:20:35 main:574] : INFO : Epoch 1661 | loss: 0.0311126 | val_loss: 0.0311674 | Time: 6166.05 ms [2022-02-07 02:20:41 main:574] : INFO : Epoch 1662 | loss: 0.0311133 | val_loss: 0.0311713 | Time: 6203.43 ms [2022-02-07 02:20:48 main:574] : INFO : Epoch 1663 | loss: 0.0311106 | val_loss: 0.0311699 | Time: 6121.97 ms [2022-02-07 02:20:54 main:574] : INFO : Epoch 1664 | loss: 0.0311076 | val_loss: 0.0311671 | Time: 6195.91 ms [2022-02-07 02:21:00 main:574] : INFO : Epoch 1665 | loss: 0.0311149 | val_loss: 0.0311724 | Time: 6179.95 ms [2022-02-07 02:21:06 main:574] : INFO : Epoch 1666 | loss: 0.0311234 | val_loss: 0.0311797 | Time: 6256.36 ms [2022-02-07 02:21:12 main:574] : INFO : Epoch 1667 | loss: 0.0311157 | val_loss: 0.0311741 | Time: 5997.97 ms [2022-02-07 02:21:18 main:574] : INFO : Epoch 1668 | loss: 0.0311114 | val_loss: 0.0311748 | Time: 6085.22 ms [2022-02-07 02:21:24 main:574] : INFO : Epoch 1669 | loss: 0.0311086 | val_loss: 0.0311765 | Time: 6114.16 ms [2022-02-07 02:21:31 main:574] : INFO : Epoch 1670 | loss: 0.0311094 | val_loss: 0.0311713 | Time: 6055.46 ms [2022-02-07 02:21:37 main:574] : INFO : Epoch 1671 | loss: 0.031108 | val_loss: 0.0311749 | Time: 6133.35 ms [2022-02-07 02:21:43 main:574] : INFO : Epoch 1672 | loss: 0.0311136 | val_loss: 0.0311862 | Time: 6086.97 ms [2022-02-07 02:21:49 main:574] : INFO : Epoch 1673 | loss: 0.0311115 | val_loss: 0.0311743 | Time: 6155.23 ms [2022-02-07 02:21:55 main:574] : INFO : Epoch 1674 | loss: 0.0311056 | val_loss: 0.0311733 | Time: 5942.9 ms [2022-02-07 02:22:01 main:574] : INFO : Epoch 1675 | loss: 0.0311067 | val_loss: 0.0311743 | Time: 6181.22 ms [2022-02-07 02:22:07 main:574] : INFO : Epoch 1676 | loss: 0.031106 | val_loss: 0.0311776 | Time: 6084.06 ms [2022-02-07 02:22:13 main:574] : INFO : Epoch 1677 | loss: 0.0311034 | val_loss: 0.0311762 | Time: 5936.51 ms [2022-02-07 02:22:19 main:574] : INFO : Epoch 1678 | loss: 0.0311032 | val_loss: 0.031173 | Time: 6018.53 ms [2022-02-07 02:22:25 main:574] : INFO : Epoch 1679 | loss: 0.0311087 | val_loss: 0.0311828 | Time: 6237.29 ms [2022-02-07 02:22:32 main:574] : INFO : Epoch 1680 | loss: 0.0311122 | val_loss: 0.0311705 | Time: 6130.72 ms [2022-02-07 02:22:38 main:574] : INFO : Epoch 1681 | loss: 0.0311136 | val_loss: 0.0311702 | Time: 6060.49 ms [2022-02-07 02:22:44 main:574] : INFO : Epoch 1682 | loss: 0.0311102 | val_loss: 0.0311655 | Time: 6099.86 ms [2022-02-07 02:22:50 main:574] : INFO : Epoch 1683 | loss: 0.0311056 | val_loss: 0.031172 | Time: 6134.89 ms [2022-02-07 02:22:56 main:574] : INFO : Epoch 1684 | loss: 0.0311044 | val_loss: 0.0311711 | Time: 6130.97 ms [2022-02-07 02:23:02 main:574] : INFO : Epoch 1685 | loss: 0.0311092 | val_loss: 0.0311704 | Time: 6095.27 ms [2022-02-07 02:23:08 main:574] : INFO : Epoch 1686 | loss: 0.0311053 | val_loss: 0.0311714 | Time: 6021.29 ms [2022-02-07 02:23:14 main:574] : INFO : Epoch 1687 | loss: 0.0311026 | val_loss: 0.0311724 | Time: 6111.06 ms [2022-02-07 02:23:20 main:574] : INFO : Epoch 1688 | loss: 0.0311015 | val_loss: 0.0311777 | Time: 6122.98 ms [2022-02-07 02:23:26 main:574] : INFO : Epoch 1689 | loss: 0.0310993 | val_loss: 0.0311743 | Time: 6023.32 ms [2022-02-07 02:23:33 main:574] : INFO : Epoch 1690 | loss: 0.0310991 | val_loss: 0.0311789 | Time: 6058.93 ms [2022-02-07 02:23:39 main:574] : INFO : Epoch 1691 | loss: 0.0310988 | val_loss: 0.0311718 | Time: 6174.44 ms [2022-02-07 02:23:45 main:574] : INFO : Epoch 1692 | loss: 0.0311004 | val_loss: 0.0311884 | Time: 6148.33 ms [2022-02-07 02:23:51 main:574] : INFO : Epoch 1693 | loss: 0.0311005 | val_loss: 0.0311719 | Time: 6117.38 ms [2022-02-07 02:23:57 main:574] : INFO : Epoch 1694 | loss: 0.0310982 | val_loss: 0.0311759 | Time: 6009.27 ms [2022-02-07 02:24:03 main:574] : INFO : Epoch 1695 | loss: 0.0311024 | val_loss: 0.0311667 | Time: 6140.11 ms [2022-02-07 02:24:09 main:574] : INFO : Epoch 1696 | loss: 0.0311094 | val_loss: 0.0311736 | Time: 6278.98 ms [2022-02-07 02:24:16 main:574] : INFO : Epoch 1697 | loss: 0.0311114 | val_loss: 0.0311663 | Time: 6051.56 ms [2022-02-07 02:24:22 main:574] : INFO : Epoch 1698 | loss: 0.0311071 | val_loss: 0.0311693 | Time: 6076.16 ms [2022-02-07 02:24:28 main:574] : INFO : Epoch 1699 | loss: 0.0311025 | val_loss: 0.0311711 | Time: 6083.46 ms [2022-02-07 02:24:34 main:574] : INFO : Epoch 1700 | loss: 0.0311008 | val_loss: 0.0311755 | Time: 6123.52 ms [2022-02-07 02:24:40 main:574] : INFO : Epoch 1701 | loss: 0.0311074 | val_loss: 0.0311829 | Time: 6081.06 ms [2022-02-07 02:24:46 main:574] : INFO : Epoch 1702 | loss: 0.0311111 | val_loss: 0.0311821 | Time: 6179.64 ms [2022-02-07 02:24:52 main:574] : INFO : Epoch 1703 | loss: 0.0311047 | val_loss: 0.0311772 | Time: 6079.58 ms [2022-02-07 02:24:58 main:574] : INFO : Epoch 1704 | loss: 0.0311048 | val_loss: 0.0311785 | Time: 6173 ms [2022-02-07 02:25:05 main:574] : INFO : Epoch 1705 | loss: 0.0311011 | val_loss: 0.0311669 | Time: 6158.08 ms [2022-02-07 02:25:11 main:574] : INFO : Epoch 1706 | loss: 0.0310996 | val_loss: 0.0311727 | Time: 6181.08 ms [2022-02-07 02:25:17 main:574] : INFO : Epoch 1707 | loss: 0.0310989 | val_loss: 0.0311735 | Time: 6113.19 ms [2022-02-07 02:25:23 main:574] : INFO : Epoch 1708 | loss: 0.0310996 | val_loss: 0.031175 | Time: 6115.56 ms [2022-02-07 02:25:29 main:574] : INFO : Epoch 1709 | loss: 0.0311005 | val_loss: 0.0311712 | Time: 6111.51 ms [2022-02-07 02:25:35 main:574] : INFO : Epoch 1710 | loss: 0.0311093 | val_loss: 0.0311727 | Time: 6191.16 ms [2022-02-07 02:25:41 main:574] : INFO : Epoch 1711 | loss: 0.0311054 | val_loss: 0.0311697 | Time: 6050.43 ms [2022-02-07 02:25:48 main:574] : INFO : Epoch 1712 | loss: 0.0311034 | val_loss: 0.0311701 | Time: 6119.45 ms [2022-02-07 02:25:54 main:574] : INFO : Epoch 1713 | loss: 0.0311039 | val_loss: 0.0311715 | Time: 6155.94 ms [2022-02-07 02:26:00 main:574] : INFO : Epoch 1714 | loss: 0.0310993 | val_loss: 0.0311772 | Time: 6110.24 ms [2022-02-07 02:26:06 main:574] : INFO : Epoch 1715 | loss: 0.0311 | val_loss: 0.0311718 | Time: 6209.09 ms [2022-02-07 02:26:12 main:574] : INFO : Epoch 1716 | loss: 0.0311042 | val_loss: 0.0311737 | Time: 6126.96 ms [2022-02-07 02:26:18 main:574] : INFO : Epoch 1717 | loss: 0.0311034 | val_loss: 0.0311755 | Time: 6117.1 ms [2022-02-07 02:26:24 main:574] : INFO : Epoch 1718 | loss: 0.0311017 | val_loss: 0.0311764 | Time: 6079.16 ms [2022-02-07 02:26:31 main:574] : INFO : Epoch 1719 | loss: 0.0311026 | val_loss: 0.031176 | Time: 6209.25 ms [2022-02-07 02:26:37 main:574] : INFO : Epoch 1720 | loss: 0.0311008 | val_loss: 0.0311637 | Time: 6117.64 ms [2022-02-07 02:26:43 main:574] : INFO : Epoch 1721 | loss: 0.0311035 | val_loss: 0.0311712 | Time: 6214.15 ms [2022-02-07 02:26:49 main:574] : INFO : Epoch 1722 | loss: 0.0311013 | val_loss: 0.0311713 | Time: 6015.88 ms [2022-02-07 02:26:55 main:574] : INFO : Epoch 1723 | loss: 0.0311042 | val_loss: 0.0311676 | Time: 6102.79 ms [2022-02-07 02:27:01 main:574] : INFO : Epoch 1724 | loss: 0.0311038 | val_loss: 0.0311782 | Time: 5982.6 ms [2022-02-07 02:27:07 main:574] : INFO : Epoch 1725 | loss: 0.0311027 | val_loss: 0.0311705 | Time: 6162.04 ms [2022-02-07 02:27:13 main:574] : INFO : Epoch 1726 | loss: 0.0311058 | val_loss: 0.031174 | Time: 6082.65 ms [2022-02-07 02:27:20 main:574] : INFO : Epoch 1727 | loss: 0.0311048 | val_loss: 0.0311744 | Time: 6195.01 ms [2022-02-07 02:27:26 main:574] : INFO : Epoch 1728 | loss: 0.0311067 | val_loss: 0.0311779 | Time: 6136.27 ms [2022-02-07 02:27:32 main:574] : INFO : Epoch 1729 | loss: 0.0311069 | val_loss: 0.0311706 | Time: 6227.56 ms [2022-02-07 02:27:38 main:574] : INFO : Epoch 1730 | loss: 0.0311025 | val_loss: 0.031172 | Time: 6152.03 ms [2022-02-07 02:27:44 main:574] : INFO : Epoch 1731 | loss: 0.0311009 | val_loss: 0.0311958 | Time: 6107.32 ms [2022-02-07 02:27:50 main:574] : INFO : Epoch 1732 | loss: 0.0311096 | val_loss: 0.0311793 | Time: 6034.46 ms [2022-02-07 02:27:57 main:574] : INFO : Epoch 1733 | loss: 0.031108 | val_loss: 0.0311806 | Time: 6111.23 ms [2022-02-07 02:28:03 main:574] : INFO : Epoch 1734 | loss: 0.0311027 | val_loss: 0.0311805 | Time: 6129.27 ms [2022-02-07 02:28:09 main:574] : INFO : Epoch 1735 | loss: 0.0311036 | val_loss: 0.0311712 | Time: 6086.78 ms [2022-02-07 02:28:15 main:574] : INFO : Epoch 1736 | loss: 0.0311089 | val_loss: 0.0311847 | Time: 6114.85 ms [2022-02-07 02:28:21 main:574] : INFO : Epoch 1737 | loss: 0.0311037 | val_loss: 0.0311748 | Time: 6168.57 ms [2022-02-07 02:28:27 main:574] : INFO : Epoch 1738 | loss: 0.0311012 | val_loss: 0.0311759 | Time: 6161.75 ms [2022-02-07 02:28:33 main:574] : INFO : Epoch 1739 | loss: 0.0311006 | val_loss: 0.0311655 | Time: 6142.99 ms [2022-02-07 02:28:40 main:574] : INFO : Epoch 1740 | loss: 0.0311056 | val_loss: 0.0311784 | Time: 6190.48 ms [2022-02-07 02:28:46 main:574] : INFO : Epoch 1741 | loss: 0.031114 | val_loss: 0.0311646 | Time: 6167.76 ms [2022-02-07 02:28:52 main:574] : INFO : Epoch 1742 | loss: 0.0311087 | val_loss: 0.0311728 | Time: 6065.54 ms [2022-02-07 02:28:58 main:574] : INFO : Epoch 1743 | loss: 0.0311047 | val_loss: 0.0311736 | Time: 6124.86 ms [2022-02-07 02:29:04 main:574] : INFO : Epoch 1744 | loss: 0.0311056 | val_loss: 0.0311793 | Time: 6147.8 ms [2022-02-07 02:29:10 main:574] : INFO : Epoch 1745 | loss: 0.0311036 | val_loss: 0.0311739 | Time: 6235.49 ms [2022-02-07 02:29:17 main:574] : INFO : Epoch 1746 | loss: 0.0311003 | val_loss: 0.0311779 | Time: 6132.79 ms [2022-02-07 02:29:23 main:574] : INFO : Epoch 1747 | loss: 0.0311019 | val_loss: 0.0311732 | Time: 6142.79 ms [2022-02-07 02:29:29 main:574] : INFO : Epoch 1748 | loss: 0.0311052 | val_loss: 0.0311785 | Time: 6170.73 ms [2022-02-07 02:29:35 main:574] : INFO : Epoch 1749 | loss: 0.0311011 | val_loss: 0.0311756 | Time: 6126.06 ms [2022-02-07 02:29:41 main:574] : INFO : Epoch 1750 | loss: 0.0311038 | val_loss: 0.0311805 | Time: 6132.12 ms [2022-02-07 02:29:47 main:574] : INFO : Epoch 1751 | loss: 0.0311007 | val_loss: 0.0311741 | Time: 6142.48 ms [2022-02-07 02:29:54 main:574] : INFO : Epoch 1752 | loss: 0.031095 | val_loss: 0.0311757 | Time: 6202.34 ms [2022-02-07 02:30:00 main:574] : INFO : Epoch 1753 | loss: 0.0310947 | val_loss: 0.0311759 | Time: 6204.49 ms [2022-02-07 02:30:06 main:574] : INFO : Epoch 1754 | loss: 0.0310943 | val_loss: 0.0311861 | Time: 6126.29 ms [2022-02-07 02:30:12 main:574] : INFO : Epoch 1755 | loss: 0.0311021 | val_loss: 0.0311925 | Time: 6110.42 ms [2022-02-07 02:30:18 main:574] : INFO : Epoch 1756 | loss: 0.0311138 | val_loss: 0.0311708 | Time: 6112.93 ms [2022-02-07 02:30:24 main:574] : INFO : Epoch 1757 | loss: 0.0311096 | val_loss: 0.0311744 | Time: 6117.97 ms [2022-02-07 02:30:31 main:574] : INFO : Epoch 1758 | loss: 0.0311059 | val_loss: 0.0311705 | Time: 6199.59 ms [2022-02-07 02:30:37 main:574] : INFO : Epoch 1759 | loss: 0.0311038 | val_loss: 0.0311672 | Time: 5999.62 ms [2022-02-07 02:30:43 main:574] : INFO : Epoch 1760 | loss: 0.0311007 | val_loss: 0.0311805 | Time: 6169.44 ms [2022-02-07 02:30:49 main:574] : INFO : Epoch 1761 | loss: 0.0311003 | val_loss: 0.0311769 | Time: 5967.3 ms [2022-02-07 02:30:55 main:574] : INFO : Epoch 1762 | loss: 0.031098 | val_loss: 0.03118 | Time: 5914.71 ms [2022-02-07 02:31:01 main:574] : INFO : Epoch 1763 | loss: 0.0311008 | val_loss: 0.0311786 | Time: 6090.92 ms [2022-02-07 02:31:07 main:574] : INFO : Epoch 1764 | loss: 0.0311003 | val_loss: 0.0311709 | Time: 6146.12 ms [2022-02-07 02:31:13 main:574] : INFO : Epoch 1765 | loss: 0.0311015 | val_loss: 0.0311838 | Time: 6095.05 ms [2022-02-07 02:31:19 main:574] : INFO : Epoch 1766 | loss: 0.0311039 | val_loss: 0.0311727 | Time: 6002.72 ms [2022-02-07 02:31:25 main:574] : INFO : Epoch 1767 | loss: 0.0311027 | val_loss: 0.0311746 | Time: 6178.9 ms [2022-02-07 02:31:32 main:574] : INFO : Epoch 1768 | loss: 0.0310997 | val_loss: 0.0311816 | Time: 6173.84 ms [2022-02-07 02:31:38 main:574] : INFO : Epoch 1769 | loss: 0.0311159 | val_loss: 0.0311807 | Time: 5984.47 ms [2022-02-07 02:31:44 main:574] : INFO : Epoch 1770 | loss: 0.0311264 | val_loss: 0.0311707 | Time: 6131.25 ms [2022-02-07 02:31:50 main:574] : INFO : Epoch 1771 | loss: 0.0311308 | val_loss: 0.0311673 | Time: 6122.7 ms [2022-02-07 02:31:56 main:574] : INFO : Epoch 1772 | loss: 0.031127 | val_loss: 0.031167 | Time: 6191.86 ms [2022-02-07 02:32:02 main:574] : INFO : Epoch 1773 | loss: 0.0311256 | val_loss: 0.0311731 | Time: 6192.18 ms [2022-02-07 02:32:08 main:574] : INFO : Epoch 1774 | loss: 0.0311239 | val_loss: 0.0311725 | Time: 6053.73 ms [2022-02-07 02:32:15 main:574] : INFO : Epoch 1775 | loss: 0.0311444 | val_loss: 0.0311765 | Time: 6137.37 ms [2022-02-07 02:32:21 main:574] : INFO : Epoch 1776 | loss: 0.03115 | val_loss: 0.0311671 | Time: 6163.52 ms [2022-02-07 02:32:27 main:574] : INFO : Epoch 1777 | loss: 0.0311446 | val_loss: 0.0311627 | Time: 6082.63 ms [2022-02-07 02:32:33 main:574] : INFO : Epoch 1778 | loss: 0.0311418 | val_loss: 0.0311611 | Time: 6146.16 ms [2022-02-07 02:32:39 main:574] : INFO : Epoch 1779 | loss: 0.0311356 | val_loss: 0.0311595 | Time: 6313.98 ms [2022-02-07 02:32:45 main:574] : INFO : Epoch 1780 | loss: 0.0311331 | val_loss: 0.0311619 | Time: 6053.92 ms [2022-02-07 02:32:51 main:574] : INFO : Epoch 1781 | loss: 0.0311287 | val_loss: 0.0311683 | Time: 6054.31 ms [2022-02-07 02:32:58 main:574] : INFO : Epoch 1782 | loss: 0.0311275 | val_loss: 0.0311651 | Time: 6122.56 ms [2022-02-07 02:33:04 main:574] : INFO : Epoch 1783 | loss: 0.031132 | val_loss: 0.0311696 | Time: 6039.43 ms [2022-02-07 02:33:10 main:574] : INFO : Epoch 1784 | loss: 0.0311268 | val_loss: 0.0311625 | Time: 6195.13 ms [2022-02-07 02:33:16 main:574] : INFO : Epoch 1785 | loss: 0.0311235 | val_loss: 0.0311678 | Time: 6156.52 ms [2022-02-07 02:33:22 main:574] : INFO : Epoch 1786 | loss: 0.0311214 | val_loss: 0.0311703 | Time: 6122.96 ms [2022-02-07 02:33:28 main:574] : INFO : Epoch 1787 | loss: 0.0311196 | val_loss: 0.0311735 | Time: 6294.33 ms [2022-02-07 02:33:34 main:574] : INFO : Epoch 1788 | loss: 0.031123 | val_loss: 0.0311667 | Time: 5925.31 ms [2022-02-07 02:33:41 main:574] : INFO : Epoch 1789 | loss: 0.0311223 | val_loss: 0.0311803 | Time: 6199.2 ms [2022-02-07 02:33:47 main:574] : INFO : Epoch 1790 | loss: 0.0311198 | val_loss: 0.0311688 | Time: 6060.37 ms [2022-02-07 02:33:53 main:574] : INFO : Epoch 1791 | loss: 0.031118 | val_loss: 0.0311711 | Time: 6135.79 ms [2022-02-07 02:33:59 main:574] : INFO : Epoch 1792 | loss: 0.0311177 | val_loss: 0.0311674 | Time: 6141.35 ms [2022-02-07 02:34:05 main:574] : INFO : Epoch 1793 | loss: 0.0311144 | val_loss: 0.031166 | Time: 6160.15 ms [2022-02-07 02:34:11 main:574] : INFO : Epoch 1794 | loss: 0.031114 | val_loss: 0.0311637 | Time: 6188.82 ms [2022-02-07 02:34:18 main:574] : INFO : Epoch 1795 | loss: 0.0311122 | val_loss: 0.0311692 | Time: 6093.24 ms [2022-02-07 02:34:24 main:574] : INFO : Epoch 1796 | loss: 0.0311114 | val_loss: 0.0311738 | Time: 6054.02 ms [2022-02-07 02:34:30 main:574] : INFO : Epoch 1797 | loss: 0.0311144 | val_loss: 0.0311692 | Time: 6102.72 ms [2022-02-07 02:34:36 main:574] : INFO : Epoch 1798 | loss: 0.0311169 | val_loss: 0.0311644 | Time: 6120.65 ms [2022-02-07 02:34:42 main:574] : INFO : Epoch 1799 | loss: 0.03111 | val_loss: 0.0311724 | Time: 6150.44 ms [2022-02-07 02:34:48 main:574] : INFO : Epoch 1800 | loss: 0.0311079 | val_loss: 0.0311693 | Time: 6108.29 ms [2022-02-07 02:34:54 main:574] : INFO : Epoch 1801 | loss: 0.0311065 | val_loss: 0.0311733 | Time: 6379.9 ms [2022-02-07 02:35:00 main:574] : INFO : Epoch 1802 | loss: 0.031107 | val_loss: 0.0311756 | Time: 5988.22 ms [2022-02-07 02:35:07 main:574] : INFO : Epoch 1803 | loss: 0.0311089 | val_loss: 0.0311703 | Time: 6181.8 ms [2022-02-07 02:35:13 main:574] : INFO : Epoch 1804 | loss: 0.0311085 | val_loss: 0.0311782 | Time: 6222.29 ms [2022-02-07 02:35:19 main:574] : INFO : Epoch 1805 | loss: 0.0311047 | val_loss: 0.0311784 | Time: 5936.64 ms [2022-02-07 02:35:25 main:574] : INFO : Epoch 1806 | loss: 0.0311056 | val_loss: 0.0311724 | Time: 6060.97 ms [2022-02-07 02:35:31 main:574] : INFO : Epoch 1807 | loss: 0.0311044 | val_loss: 0.0311751 | Time: 6118.18 ms [2022-02-07 02:35:37 main:574] : INFO : Epoch 1808 | loss: 0.031108 | val_loss: 0.0311689 | Time: 6205.37 ms [2022-02-07 02:35:43 main:574] : INFO : Epoch 1809 | loss: 0.0311078 | val_loss: 0.0311703 | Time: 6129.63 ms [2022-02-07 02:35:50 main:574] : INFO : Epoch 1810 | loss: 0.0311083 | val_loss: 0.0311785 | Time: 6170.56 ms [2022-02-07 02:35:56 main:574] : INFO : Epoch 1811 | loss: 0.0311063 | val_loss: 0.031175 | Time: 6085.12 ms [2022-02-07 02:36:02 main:574] : INFO : Epoch 1812 | loss: 0.0311044 | val_loss: 0.0311746 | Time: 6147.76 ms [2022-02-07 02:36:08 main:574] : INFO : Epoch 1813 | loss: 0.0311029 | val_loss: 0.0311743 | Time: 6083.74 ms [2022-02-07 02:36:14 main:574] : INFO : Epoch 1814 | loss: 0.031107 | val_loss: 0.0311788 | Time: 6046.58 ms [2022-02-07 02:36:20 main:574] : INFO : Epoch 1815 | loss: 0.0311049 | val_loss: 0.031169 | Time: 6105.46 ms [2022-02-07 02:36:26 main:574] : INFO : Epoch 1816 | loss: 0.0311023 | val_loss: 0.0311709 | Time: 6164.94 ms [2022-02-07 02:36:32 main:574] : INFO : Epoch 1817 | loss: 0.0311027 | val_loss: 0.0311734 | Time: 6073.18 ms [2022-02-07 02:36:39 main:574] : INFO : Epoch 1818 | loss: 0.0311045 | val_loss: 0.0311733 | Time: 6186.45 ms [2022-02-07 02:36:45 main:574] : INFO : Epoch 1819 | loss: 0.0311011 | val_loss: 0.0311659 | Time: 6164.46 ms [2022-02-07 02:36:51 main:574] : INFO : Epoch 1820 | loss: 0.0311025 | val_loss: 0.0311701 | Time: 6170.55 ms [2022-02-07 02:36:57 main:574] : INFO : Epoch 1821 | loss: 0.0310988 | val_loss: 0.0311721 | Time: 6099.61 ms [2022-02-07 02:37:03 main:574] : INFO : Epoch 1822 | loss: 0.0311006 | val_loss: 0.0311727 | Time: 6170.25 ms [2022-02-07 02:37:10 main:574] : INFO : Epoch 1823 | loss: 0.0311021 | val_loss: 0.0311732 | Time: 6212.79 ms [2022-02-07 02:37:16 main:574] : INFO : Epoch 1824 | loss: 0.0311001 | val_loss: 0.0311709 | Time: 6061.5 ms [2022-02-07 02:37:22 main:574] : INFO : Epoch 1825 | loss: 0.0310978 | val_loss: 0.0311722 | Time: 6162.23 ms [2022-02-07 02:37:28 main:574] : INFO : Epoch 1826 | loss: 0.0310995 | val_loss: 0.0311779 | Time: 6183.93 ms [2022-02-07 02:37:34 main:574] : INFO : Epoch 1827 | loss: 0.0311025 | val_loss: 0.0311856 | Time: 6029.95 ms [2022-02-07 02:37:40 main:574] : INFO : Epoch 1828 | loss: 0.0311049 | val_loss: 0.0311747 | Time: 6136.81 ms [2022-02-07 02:37:46 main:574] : INFO : Epoch 1829 | loss: 0.0311102 | val_loss: 0.0311807 | Time: 6136.09 ms [2022-02-07 02:37:52 main:574] : INFO : Epoch 1830 | loss: 0.0311089 | val_loss: 0.0311817 | Time: 6028.36 ms [2022-02-07 02:37:59 main:574] : INFO : Epoch 1831 | loss: 0.0311065 | val_loss: 0.0311708 | Time: 6205.31 ms [2022-02-07 02:38:05 main:574] : INFO : Epoch 1832 | loss: 0.0311049 | val_loss: 0.0311733 | Time: 6146.84 ms [2022-02-07 02:38:11 main:574] : INFO : Epoch 1833 | loss: 0.0311092 | val_loss: 0.0311679 | Time: 6095.24 ms [2022-02-07 02:38:17 main:574] : INFO : Epoch 1834 | loss: 0.0311135 | val_loss: 0.0311662 | Time: 6163.8 ms [2022-02-07 02:38:23 main:574] : INFO : Epoch 1835 | loss: 0.0311097 | val_loss: 0.031177 | Time: 6184.68 ms [2022-02-07 02:38:29 main:574] : INFO : Epoch 1836 | loss: 0.0311049 | val_loss: 0.0311731 | Time: 6198.89 ms [2022-02-07 02:38:36 main:574] : INFO : Epoch 1837 | loss: 0.0311074 | val_loss: 0.0311672 | Time: 6098.31 ms [2022-02-07 02:38:42 main:574] : INFO : Epoch 1838 | loss: 0.0311078 | val_loss: 0.0311677 | Time: 6139.4 ms [2022-02-07 02:38:48 main:574] : INFO : Epoch 1839 | loss: 0.0311047 | val_loss: 0.0311709 | Time: 5982.91 ms [2022-02-07 02:38:54 main:574] : INFO : Epoch 1840 | loss: 0.0311019 | val_loss: 0.0311729 | Time: 6069.6 ms [2022-02-07 02:39:00 main:574] : INFO : Epoch 1841 | loss: 0.031104 | val_loss: 0.0311692 | Time: 6149.39 ms [2022-02-07 02:39:06 main:574] : INFO : Epoch 1842 | loss: 0.0311082 | val_loss: 0.0311619 | Time: 6176.64 ms [2022-02-07 02:39:12 main:574] : INFO : Epoch 1843 | loss: 0.0311066 | val_loss: 0.0311758 | Time: 6166.83 ms [2022-02-07 02:39:19 main:574] : INFO : Epoch 1844 | loss: 0.0311047 | val_loss: 0.031169 | Time: 6194.2 ms [2022-02-07 02:39:25 main:574] : INFO : Epoch 1845 | loss: 0.0311014 | val_loss: 0.0311698 | Time: 6203.49 ms [2022-02-07 02:39:31 main:574] : INFO : Epoch 1846 | loss: 0.0311026 | val_loss: 0.0311777 | Time: 6189.21 ms [2022-02-07 02:39:37 main:574] : INFO : Epoch 1847 | loss: 0.0310998 | val_loss: 0.0311712 | Time: 6101.98 ms [2022-02-07 02:39:43 main:574] : INFO : Epoch 1848 | loss: 0.0311005 | val_loss: 0.03118 | Time: 6106.37 ms [2022-02-07 02:39:49 main:574] : INFO : Epoch 1849 | loss: 0.0311041 | val_loss: 0.0311685 | Time: 6239.53 ms [2022-02-07 02:39:56 main:574] : INFO : Epoch 1850 | loss: 0.031107 | val_loss: 0.031173 | Time: 6160.91 ms [2022-02-07 02:40:02 main:574] : INFO : Epoch 1851 | loss: 0.0311043 | val_loss: 0.0311742 | Time: 6205.9 ms [2022-02-07 02:40:08 main:574] : INFO : Epoch 1852 | loss: 0.0311029 | val_loss: 0.031174 | Time: 6184.67 ms [2022-02-07 02:40:14 main:574] : INFO : Epoch 1853 | loss: 0.0311014 | val_loss: 0.031173 | Time: 6134.45 ms [2022-02-07 02:40:20 main:574] : INFO : Epoch 1854 | loss: 0.0311002 | val_loss: 0.0311748 | Time: 6196.99 ms [2022-02-07 02:40:27 main:574] : INFO : Epoch 1855 | loss: 0.031102 | val_loss: 0.0311718 | Time: 6197.01 ms [2022-02-07 02:40:33 main:574] : INFO : Epoch 1856 | loss: 0.0311042 | val_loss: 0.0311797 | Time: 6221.56 ms [2022-02-07 02:40:39 main:574] : INFO : Epoch 1857 | loss: 0.031099 | val_loss: 0.0311691 | Time: 6125.66 ms [2022-02-07 02:40:45 main:574] : INFO : Epoch 1858 | loss: 0.0310972 | val_loss: 0.0311716 | Time: 6184.17 ms [2022-02-07 02:40:51 main:574] : INFO : Epoch 1859 | loss: 0.031104 | val_loss: 0.0311688 | Time: 6151.6 ms [2022-02-07 02:40:58 main:574] : INFO : Epoch 1860 | loss: 0.0311015 | val_loss: 0.0311776 | Time: 6127.78 ms [2022-02-07 02:41:04 main:574] : INFO : Epoch 1861 | loss: 0.0311044 | val_loss: 0.0311717 | Time: 6084.76 ms [2022-02-07 02:41:10 main:574] : INFO : Epoch 1862 | loss: 0.0311076 | val_loss: 0.0311799 | Time: 6146.06 ms [2022-02-07 02:41:16 main:574] : INFO : Epoch 1863 | loss: 0.0311111 | val_loss: 0.03119 | Time: 6145.93 ms [2022-02-07 02:41:22 main:574] : INFO : Epoch 1864 | loss: 0.031117 | val_loss: 0.0311758 | Time: 6053.91 ms [2022-02-07 02:41:28 main:574] : INFO : Epoch 1865 | loss: 0.0311146 | val_loss: 0.0311782 | Time: 6082.82 ms [2022-02-07 02:41:34 main:574] : INFO : Epoch 1866 | loss: 0.0311073 | val_loss: 0.0311726 | Time: 6191.58 ms [2022-02-07 02:41:40 main:574] : INFO : Epoch 1867 | loss: 0.0311039 | val_loss: 0.0311736 | Time: 6125.38 ms [2022-02-07 02:41:46 main:574] : INFO : Epoch 1868 | loss: 0.031105 | val_loss: 0.0311751 | Time: 6005.99 ms [2022-02-07 02:41:53 main:574] : INFO : Epoch 1869 | loss: 0.0311058 | val_loss: 0.0311725 | Time: 6227.95 ms [2022-02-07 02:41:59 main:574] : INFO : Epoch 1870 | loss: 0.0311054 | val_loss: 0.0311698 | Time: 6125.25 ms [2022-02-07 02:42:05 main:574] : INFO : Epoch 1871 | loss: 0.0311038 | val_loss: 0.0311754 | Time: 6087.62 ms [2022-02-07 02:42:11 main:574] : INFO : Epoch 1872 | loss: 0.031107 | val_loss: 0.0311702 | Time: 6125.54 ms [2022-02-07 02:42:17 main:574] : INFO : Epoch 1873 | loss: 0.0311047 | val_loss: 0.031177 | Time: 6246.11 ms [2022-02-07 02:42:23 main:574] : INFO : Epoch 1874 | loss: 0.0311046 | val_loss: 0.0311741 | Time: 6124.52 ms [2022-02-07 02:42:30 main:574] : INFO : Epoch 1875 | loss: 0.0311096 | val_loss: 0.0311721 | Time: 6183.76 ms [2022-02-07 02:42:36 main:574] : INFO : Epoch 1876 | loss: 0.0311055 | val_loss: 0.0311685 | Time: 6174.13 ms [2022-02-07 02:42:42 main:574] : INFO : Epoch 1877 | loss: 0.0311103 | val_loss: 0.0311657 | Time: 6037.89 ms [2022-02-07 02:42:48 main:574] : INFO : Epoch 1878 | loss: 0.0311056 | val_loss: 0.0311764 | Time: 6191.24 ms [2022-02-07 02:42:54 main:574] : INFO : Epoch 1879 | loss: 0.0311112 | val_loss: 0.0311688 | Time: 6243.86 ms [2022-02-07 02:43:00 main:574] : INFO : Epoch 1880 | loss: 0.0311088 | val_loss: 0.0311617 | Time: 6073.86 ms [2022-02-07 02:43:07 main:574] : INFO : Epoch 1881 | loss: 0.0311059 | val_loss: 0.0311705 | Time: 6243.21 ms [2022-02-07 02:43:13 main:574] : INFO : Epoch 1882 | loss: 0.0311052 | val_loss: 0.0311763 | Time: 6138.43 ms [2022-02-07 02:43:19 main:574] : INFO : Epoch 1883 | loss: 0.0311123 | val_loss: 0.03117 | Time: 6096.94 ms [2022-02-07 02:43:25 main:574] : INFO : Epoch 1884 | loss: 0.0311061 | val_loss: 0.0311791 | Time: 6185.92 ms [2022-02-07 02:43:31 main:574] : INFO : Epoch 1885 | loss: 0.0311088 | val_loss: 0.0311718 | Time: 6119.01 ms [2022-02-07 02:43:37 main:574] : INFO : Epoch 1886 | loss: 0.0311116 | val_loss: 0.0311674 | Time: 5984.05 ms [2022-02-07 02:43:44 main:574] : INFO : Epoch 1887 | loss: 0.0311108 | val_loss: 0.0311801 | Time: 6220.97 ms [2022-02-07 02:43:50 main:574] : INFO : Epoch 1888 | loss: 0.0311067 | val_loss: 0.0311711 | Time: 6078.12 ms [2022-02-07 02:43:56 main:574] : INFO : Epoch 1889 | loss: 0.0311068 | val_loss: 0.0311794 | Time: 6104.52 ms [2022-02-07 02:44:02 main:574] : INFO : Epoch 1890 | loss: 0.0311073 | val_loss: 0.0311707 | Time: 6122.23 ms [2022-02-07 02:44:08 main:574] : INFO : Epoch 1891 | loss: 0.0311088 | val_loss: 0.0311703 | Time: 6081.07 ms [2022-02-07 02:44:14 main:574] : INFO : Epoch 1892 | loss: 0.0311029 | val_loss: 0.0311676 | Time: 6140.57 ms [2022-02-07 02:44:20 main:574] : INFO : Epoch 1893 | loss: 0.0311032 | val_loss: 0.0311685 | Time: 6046.33 ms [2022-02-07 02:44:26 main:574] : INFO : Epoch 1894 | loss: 0.0310993 | val_loss: 0.0311727 | Time: 6090.73 ms [2022-02-07 02:44:33 main:574] : INFO : Epoch 1895 | loss: 0.0310975 | val_loss: 0.0311798 | Time: 6217.34 ms [2022-02-07 02:44:39 main:574] : INFO : Epoch 1896 | loss: 0.0311018 | val_loss: 0.0311703 | Time: 6140.73 ms [2022-02-07 02:44:45 main:574] : INFO : Epoch 1897 | loss: 0.0310998 | val_loss: 0.0311775 | Time: 6260.27 ms [2022-02-07 02:44:51 main:574] : INFO : Epoch 1898 | loss: 0.0311152 | val_loss: 0.0311715 | Time: 6219.25 ms [2022-02-07 02:44:58 main:574] : INFO : Epoch 1899 | loss: 0.0311294 | val_loss: 0.0311654 | Time: 6199.1 ms [2022-02-07 02:45:03 main:574] : INFO : Epoch 1900 | loss: 0.0311335 | val_loss: 0.0311669 | Time: 5980.54 ms [2022-02-07 02:45:10 main:574] : INFO : Epoch 1901 | loss: 0.0311307 | val_loss: 0.0311628 | Time: 6081.11 ms [2022-02-07 02:45:16 main:574] : INFO : Epoch 1902 | loss: 0.0311247 | val_loss: 0.0311646 | Time: 6215.85 ms [2022-02-07 02:45:22 main:574] : INFO : Epoch 1903 | loss: 0.0311209 | val_loss: 0.0311666 | Time: 6112.73 ms [2022-02-07 02:45:28 main:574] : INFO : Epoch 1904 | loss: 0.0311558 | val_loss: 0.0311741 | Time: 6116.45 ms [2022-02-07 02:45:34 main:574] : INFO : Epoch 1905 | loss: 0.0311589 | val_loss: 0.0311713 | Time: 6091.95 ms [2022-02-07 02:45:40 main:574] : INFO : Epoch 1906 | loss: 0.0311572 | val_loss: 0.0311878 | Time: 6161.33 ms [2022-02-07 02:45:46 main:574] : INFO : Epoch 1907 | loss: 0.0311582 | val_loss: 0.0311711 | Time: 6122.58 ms [2022-02-07 02:45:53 main:574] : INFO : Epoch 1908 | loss: 0.0311512 | val_loss: 0.031167 | Time: 6119.25 ms [2022-02-07 02:45:59 main:574] : INFO : Epoch 1909 | loss: 0.0311487 | val_loss: 0.0311614 | Time: 6171.53 ms [2022-02-07 02:46:05 main:574] : INFO : Epoch 1910 | loss: 0.031142 | val_loss: 0.0311648 | Time: 6164.34 ms [2022-02-07 02:46:11 main:574] : INFO : Epoch 1911 | loss: 0.0311402 | val_loss: 0.031162 | Time: 6124.05 ms [2022-02-07 02:46:17 main:574] : INFO : Epoch 1912 | loss: 0.0311421 | val_loss: 0.0311666 | Time: 6144.01 ms [2022-02-07 02:46:23 main:574] : INFO : Epoch 1913 | loss: 0.0311506 | val_loss: 0.0311746 | Time: 6075.17 ms [2022-02-07 02:46:29 main:574] : INFO : Epoch 1914 | loss: 0.0311488 | val_loss: 0.0311666 | Time: 6140.09 ms [2022-02-07 02:46:36 main:574] : INFO : Epoch 1915 | loss: 0.0311434 | val_loss: 0.0311698 | Time: 6077.92 ms [2022-02-07 02:46:42 main:574] : INFO : Epoch 1916 | loss: 0.031141 | val_loss: 0.0311617 | Time: 6199.21 ms [2022-02-07 02:46:48 main:574] : INFO : Epoch 1917 | loss: 0.031136 | val_loss: 0.0311673 | Time: 6259.77 ms [2022-02-07 02:46:54 main:574] : INFO : Epoch 1918 | loss: 0.0311392 | val_loss: 0.0311687 | Time: 6194.74 ms [2022-02-07 02:47:00 main:574] : INFO : Epoch 1919 | loss: 0.0311401 | val_loss: 0.0311686 | Time: 6047.77 ms [2022-02-07 02:47:06 main:574] : INFO : Epoch 1920 | loss: 0.0311366 | val_loss: 0.0311683 | Time: 6140.38 ms [2022-02-07 02:47:13 main:574] : INFO : Epoch 1921 | loss: 0.0311337 | val_loss: 0.0311642 | Time: 6213.98 ms [2022-02-07 02:47:19 main:574] : INFO : Epoch 1922 | loss: 0.0311329 | val_loss: 0.0311648 | Time: 5981.11 ms [2022-02-07 02:47:25 main:574] : INFO : Epoch 1923 | loss: 0.0311327 | val_loss: 0.0311651 | Time: 6102.19 ms [2022-02-07 02:47:31 main:574] : INFO : Epoch 1924 | loss: 0.0311351 | val_loss: 0.0311625 | Time: 6061.87 ms [2022-02-07 02:47:37 main:574] : INFO : Epoch 1925 | loss: 0.0311292 | val_loss: 0.0311694 | Time: 6148.1 ms [2022-02-07 02:47:43 main:574] : INFO : Epoch 1926 | loss: 0.0311265 | val_loss: 0.031169 | Time: 6148.37 ms [2022-02-07 02:47:49 main:574] : INFO : Epoch 1927 | loss: 0.031129 | val_loss: 0.0311711 | Time: 6185.97 ms [2022-02-07 02:47:56 main:574] : INFO : Epoch 1928 | loss: 0.0311302 | val_loss: 0.0311696 | Time: 6169.75 ms [2022-02-07 02:48:02 main:574] : INFO : Epoch 1929 | loss: 0.0311302 | val_loss: 0.0311704 | Time: 6144.23 ms [2022-02-07 02:48:08 main:574] : INFO : Epoch 1930 | loss: 0.0311272 | val_loss: 0.0311699 | Time: 6186.95 ms [2022-02-07 02:48:14 main:574] : INFO : Epoch 1931 | loss: 0.0311244 | val_loss: 0.0311691 | Time: 6129.36 ms [2022-02-07 02:48:20 main:574] : INFO : Epoch 1932 | loss: 0.0311225 | val_loss: 0.0311734 | Time: 6119.16 ms [2022-02-07 02:48:26 main:574] : INFO : Epoch 1933 | loss: 0.0311193 | val_loss: 0.0311721 | Time: 5981.79 ms [2022-02-07 02:48:32 main:574] : INFO : Epoch 1934 | loss: 0.0311193 | val_loss: 0.0311672 | Time: 6162.2 ms [2022-02-07 02:48:39 main:574] : INFO : Epoch 1935 | loss: 0.0311219 | val_loss: 0.0311739 | Time: 6152.06 ms [2022-02-07 02:48:45 main:574] : INFO : Epoch 1936 | loss: 0.0311191 | val_loss: 0.0311689 | Time: 6079.06 ms [2022-02-07 02:48:51 main:574] : INFO : Epoch 1937 | loss: 0.0311188 | val_loss: 0.0311699 | Time: 6154.56 ms [2022-02-07 02:48:57 main:574] : INFO : Epoch 1938 | loss: 0.0311228 | val_loss: 0.0311729 | Time: 6044.85 ms [2022-02-07 02:49:03 main:574] : INFO : Epoch 1939 | loss: 0.0311321 | val_loss: 0.0311724 | Time: 6101.49 ms [2022-02-07 02:49:09 main:574] : INFO : Epoch 1940 | loss: 0.0311386 | val_loss: 0.0311718 | Time: 6130.48 ms [2022-02-07 02:49:15 main:574] : INFO : Epoch 1941 | loss: 0.0311341 | val_loss: 0.031165 | Time: 6133.95 ms [2022-02-07 02:49:22 main:574] : INFO : Epoch 1942 | loss: 0.0311313 | val_loss: 0.0311661 | Time: 6197.2 ms [2022-02-07 02:49:28 main:574] : INFO : Epoch 1943 | loss: 0.0311298 | val_loss: 0.0311663 | Time: 6126.43 ms [2022-02-07 02:49:34 main:574] : INFO : Epoch 1944 | loss: 0.0311307 | val_loss: 0.0311663 | Time: 6125.78 ms [2022-02-07 02:49:40 main:574] : INFO : Epoch 1945 | loss: 0.0311291 | val_loss: 0.0311669 | Time: 6023.69 ms [2022-02-07 02:49:46 main:574] : INFO : Epoch 1946 | loss: 0.031126 | val_loss: 0.0311631 | Time: 6094.99 ms [2022-02-07 02:49:52 main:574] : INFO : Epoch 1947 | loss: 0.031125 | val_loss: 0.0311681 | Time: 6122 ms [2022-02-07 02:49:58 main:574] : INFO : Epoch 1948 | loss: 0.0311238 | val_loss: 0.0311671 | Time: 6197.53 ms [2022-02-07 02:50:05 main:574] : INFO : Epoch 1949 | loss: 0.0311215 | val_loss: 0.0311741 | Time: 6093.78 ms [2022-02-07 02:50:11 main:574] : INFO : Epoch 1950 | loss: 0.0311211 | val_loss: 0.0311754 | Time: 6222.52 ms [2022-02-07 02:50:17 main:574] : INFO : Epoch 1951 | loss: 0.0311204 | val_loss: 0.0311706 | Time: 5950.07 ms [2022-02-07 02:50:23 main:574] : INFO : Epoch 1952 | loss: 0.031122 | val_loss: 0.031169 | Time: 6069.17 ms [2022-02-07 02:50:29 main:574] : INFO : Epoch 1953 | loss: 0.0311212 | val_loss: 0.0311717 | Time: 6138.03 ms [2022-02-07 02:50:35 main:574] : INFO : Epoch 1954 | loss: 0.0311187 | val_loss: 0.0311667 | Time: 6050.04 ms [2022-02-07 02:50:41 main:574] : INFO : Epoch 1955 | loss: 0.0311199 | val_loss: 0.0311677 | Time: 6026.02 ms [2022-02-07 02:50:47 main:574] : INFO : Epoch 1956 | loss: 0.0311186 | val_loss: 0.0311707 | Time: 6063.06 ms [2022-02-07 02:50:53 main:574] : INFO : Epoch 1957 | loss: 0.0311154 | val_loss: 0.0311767 | Time: 6170.12 ms [2022-02-07 02:51:00 main:574] : INFO : Epoch 1958 | loss: 0.0311153 | val_loss: 0.0311714 | Time: 6120.48 ms [2022-02-07 02:51:06 main:574] : INFO : Epoch 1959 | loss: 0.0311138 | val_loss: 0.031177 | Time: 6056.68 ms [2022-02-07 02:51:12 main:574] : INFO : Epoch 1960 | loss: 0.0311182 | val_loss: 0.0311699 | Time: 6041.8 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050 Ti) [2022-02-07 12:21:08 main:435] : INFO : Set logging level to 1 [2022-02-07 12:21:08 main:441] : INFO : Running in BOINC Client mode [2022-02-07 12:21:08 main:444] : INFO : Resolving all filenames [2022-02-07 12:21:08 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-07 12:21:08 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-07 12:21:08 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-07 12:21:08 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-07 12:21:08 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-07 12:21:08 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-07 12:21:08 main:474] : INFO : Configuration: [2022-02-07 12:21:08 main:475] : INFO : Model type: GRU [2022-02-07 12:21:08 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-07 12:21:08 main:477] : INFO : Max Epochs: 2048 [2022-02-07 12:21:08 main:478] : INFO : Batch Size: 128 [2022-02-07 12:21:08 main:479] : INFO : Learning Rate: 0.01 [2022-02-07 12:21:08 main:480] : INFO : Patience: 10 [2022-02-07 12:21:08 main:481] : INFO : Hidden Width: 12 [2022-02-07 12:21:08 main:482] : INFO : # Recurrent Layers: 4 [2022-02-07 12:21:08 main:483] : INFO : # Backend Layers: 4 [2022-02-07 12:21:08 main:484] : INFO : # Threads: 1 [2022-02-07 12:21:08 main:486] : INFO : Preparing Dataset [2022-02-07 12:21:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050 Ti) [2022-02-07 12:56:39 main:435] : INFO : Set logging level to 1 [2022-02-07 12:56:39 main:441] : INFO : Running in BOINC Client mode [2022-02-07 12:56:39 main:444] : INFO : Resolving all filenames [2022-02-07 12:56:39 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-07 12:56:39 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-07 12:56:39 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-07 12:56:39 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-07 12:56:39 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-07 12:56:39 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-07 12:56:39 main:474] : INFO : Configuration: [2022-02-07 12:56:39 main:475] : INFO : Model type: GRU [2022-02-07 12:56:39 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-07 12:56:39 main:477] : INFO : Max Epochs: 2048 [2022-02-07 12:56:39 main:478] : INFO : Batch Size: 128 [2022-02-07 12:56:39 main:479] : INFO : Learning Rate: 0.01 [2022-02-07 12:56:39 main:480] : INFO : Patience: 10 [2022-02-07 12:56:39 main:481] : INFO : Hidden Width: 12 [2022-02-07 12:56:39 main:482] : INFO : # Recurrent Layers: 4 [2022-02-07 12:56:39 main:483] : INFO : # Backend Layers: 4 [2022-02-07 12:56:39 main:484] : INFO : # Threads: 1 [2022-02-07 12:56:39 main:486] : INFO : Preparing Dataset [2022-02-07 12:56:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-07 12:56:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-07 12:56:43 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-07 12:56:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-07 12:56:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-07 12:56:43 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-07 12:56:43 main:494] : INFO : Creating Model [2022-02-07 12:56:43 main:507] : INFO : Preparing config file [2022-02-07 12:56:43 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-07 12:56:43 main:512] : INFO : Loading config [2022-02-07 12:56:43 main:514] : INFO : Loading state [2022-02-07 12:56:44 main:559] : INFO : Loading DataLoader into Memory [2022-02-07 12:56:45 main:562] : INFO : Starting Training [2022-02-07 12:56:51 main:574] : INFO : Epoch 1953 | loss: 0.0312 | val_loss: 0.0311819 | Time: 6659.91 ms [2022-02-07 12:56:57 main:574] : INFO : Epoch 1954 | loss: 0.0311287 | val_loss: 0.0311771 | Time: 6068.83 ms [2022-02-07 12:57:03 main:574] : INFO : Epoch 1955 | loss: 0.0311231 | val_loss: 0.0311717 | Time: 5988 ms [2022-02-07 12:57:10 main:574] : INFO : Epoch 1956 | loss: 0.0311234 | val_loss: 0.0311762 | Time: 6061.49 ms [2022-02-07 12:57:16 main:574] : INFO : Epoch 1957 | loss: 0.0311239 | val_loss: 0.0311685 | Time: 6023.37 ms [2022-02-07 12:57:22 main:574] : INFO : Epoch 1958 | loss: 0.0311251 | val_loss: 0.0311725 | Time: 6108.79 ms [2022-02-07 12:57:28 main:574] : INFO : Epoch 1959 | loss: 0.031126 | val_loss: 0.0311688 | Time: 6040.95 ms [2022-02-07 12:57:34 main:574] : INFO : Epoch 1960 | loss: 0.031123 | val_loss: 0.0311677 | Time: 5999.24 ms [2022-02-07 12:57:40 main:574] : INFO : Epoch 1961 | loss: 0.0311209 | val_loss: 0.0311677 | Time: 5807.96 ms [2022-02-07 12:57:46 main:574] : INFO : Epoch 1962 | loss: 0.0311173 | val_loss: 0.0311662 | Time: 6107.1 ms [2022-02-07 12:57:52 main:574] : INFO : Epoch 1963 | loss: 0.0311177 | val_loss: 0.0311685 | Time: 6104.32 ms [2022-02-07 12:57:58 main:574] : INFO : Epoch 1964 | loss: 0.0311164 | val_loss: 0.0311708 | Time: 6121.62 ms [2022-02-07 12:58:04 main:574] : INFO : Epoch 1965 | loss: 0.0311156 | val_loss: 0.0311716 | Time: 6020.02 ms [2022-02-07 12:58:10 main:574] : INFO : Epoch 1966 | loss: 0.031116 | val_loss: 0.0311717 | Time: 6109.77 ms [2022-02-07 12:58:16 main:574] : INFO : Epoch 1967 | loss: 0.0311178 | val_loss: 0.0311715 | Time: 6017.76 ms [2022-02-07 12:58:22 main:574] : INFO : Epoch 1968 | loss: 0.0311169 | val_loss: 0.0311719 | Time: 6174.79 ms [2022-02-07 12:58:28 main:574] : INFO : Epoch 1969 | loss: 0.0311228 | val_loss: 0.0311698 | Time: 6016.07 ms [2022-02-07 12:58:34 main:574] : INFO : Epoch 1970 | loss: 0.0311208 | val_loss: 0.0311724 | Time: 5906.5 ms [2022-02-07 12:58:40 main:574] : INFO : Epoch 1971 | loss: 0.0311208 | val_loss: 0.0311647 | Time: 6032.15 ms [2022-02-07 12:58:46 main:574] : INFO : Epoch 1972 | loss: 0.0311228 | val_loss: 0.0311784 | Time: 6110.23 ms [2022-02-07 12:58:53 main:574] : INFO : Epoch 1973 | loss: 0.0311308 | val_loss: 0.031174 | Time: 6087.71 ms [2022-02-07 12:58:58 main:574] : INFO : Epoch 1974 | loss: 0.031127 | val_loss: 0.0311733 | Time: 5923.11 ms [2022-02-07 12:59:05 main:574] : INFO : Epoch 1975 | loss: 0.0311232 | val_loss: 0.0311736 | Time: 6013.18 ms [2022-02-07 12:59:10 main:574] : INFO : Epoch 1976 | loss: 0.0311227 | val_loss: 0.0311685 | Time: 5803.42 ms [2022-02-07 12:59:16 main:574] : INFO : Epoch 1977 | loss: 0.0311233 | val_loss: 0.0311719 | Time: 6016.62 ms [2022-02-07 12:59:22 main:574] : INFO : Epoch 1978 | loss: 0.0311217 | val_loss: 0.031172 | Time: 5966.04 ms [2022-02-07 12:59:28 main:574] : INFO : Epoch 1979 | loss: 0.0311187 | val_loss: 0.0311687 | Time: 6007.99 ms [2022-02-07 12:59:34 main:574] : INFO : Epoch 1980 | loss: 0.0311178 | val_loss: 0.031177 | Time: 6129.02 ms [2022-02-07 12:59:41 main:574] : INFO : Epoch 1981 | loss: 0.0311198 | val_loss: 0.0311729 | Time: 6083.79 ms [2022-02-07 12:59:47 main:574] : INFO : Epoch 1982 | loss: 0.0311199 | val_loss: 0.0311721 | Time: 6025.85 ms [2022-02-07 12:59:53 main:574] : INFO : Epoch 1983 | loss: 0.0311187 | val_loss: 0.031173 | Time: 6044.44 ms [2022-02-07 12:59:59 main:574] : INFO : Epoch 1984 | loss: 0.0311191 | val_loss: 0.0311752 | Time: 6127.79 ms [2022-02-07 13:00:05 main:574] : INFO : Epoch 1985 | loss: 0.0311193 | val_loss: 0.0311723 | Time: 6073.32 ms [2022-02-07 13:00:11 main:574] : INFO : Epoch 1986 | loss: 0.0311203 | val_loss: 0.031176 | Time: 5896.83 ms [2022-02-07 13:00:17 main:574] : INFO : Epoch 1987 | loss: 0.0311168 | val_loss: 0.031173 | Time: 6058.25 ms [2022-02-07 13:00:23 main:574] : INFO : Epoch 1988 | loss: 0.0311152 | val_loss: 0.0311797 | Time: 6166.31 ms [2022-02-07 13:00:29 main:574] : INFO : Epoch 1989 | loss: 0.0311245 | val_loss: 0.0311685 | Time: 6076.82 ms [2022-02-07 13:00:35 main:574] : INFO : Epoch 1990 | loss: 0.0311335 | val_loss: 0.0311665 | Time: 6163.78 ms [2022-02-07 13:00:41 main:574] : INFO : Epoch 1991 | loss: 0.0311275 | val_loss: 0.0311719 | Time: 6068.62 ms [2022-02-07 13:00:47 main:574] : INFO : Epoch 1992 | loss: 0.0311254 | val_loss: 0.0311865 | Time: 5967.9 ms [2022-02-07 13:00:53 main:574] : INFO : Epoch 1993 | loss: 0.0311292 | val_loss: 0.0311697 | Time: 6063.94 ms [2022-02-07 13:00:59 main:574] : INFO : Epoch 1994 | loss: 0.0311278 | val_loss: 0.0311701 | Time: 5969.46 ms [2022-02-07 13:01:05 main:574] : INFO : Epoch 1995 | loss: 0.0311219 | val_loss: 0.0311697 | Time: 5890.2 ms [2022-02-07 13:01:11 main:574] : INFO : Epoch 1996 | loss: 0.0311189 | val_loss: 0.0311723 | Time: 5838.27 ms [2022-02-07 13:01:17 main:574] : INFO : Epoch 1997 | loss: 0.0311165 | val_loss: 0.0311722 | Time: 6032.86 ms [2022-02-07 13:01:23 main:574] : INFO : Epoch 1998 | loss: 0.0311177 | val_loss: 0.0311726 | Time: 6097.15 ms [2022-02-07 13:01:29 main:574] : INFO : Epoch 1999 | loss: 0.0311197 | val_loss: 0.0311685 | Time: 6006.84 ms [2022-02-07 13:01:35 main:574] : INFO : Epoch 2000 | loss: 0.0311322 | val_loss: 0.0311622 | Time: 6048.75 ms [2022-02-07 13:01:41 main:574] : INFO : Epoch 2001 | loss: 0.031133 | val_loss: 0.0311664 | Time: 6039.85 ms [2022-02-07 13:01:48 main:574] : INFO : Epoch 2002 | loss: 0.0311308 | val_loss: 0.0311712 | Time: 6050.36 ms [2022-02-07 13:01:54 main:574] : INFO : Epoch 2003 | loss: 0.0311275 | val_loss: 0.0311707 | Time: 6006.83 ms [2022-02-07 13:02:00 main:574] : INFO : Epoch 2004 | loss: 0.0311298 | val_loss: 0.0311724 | Time: 6074.57 ms [2022-02-07 13:02:06 main:574] : INFO : Epoch 2005 | loss: 0.0311249 | val_loss: 0.0311744 | Time: 6060.36 ms [2022-02-07 13:02:12 main:574] : INFO : Epoch 2006 | loss: 0.0311246 | val_loss: 0.0311729 | Time: 6063.37 ms [2022-02-07 13:02:18 main:574] : INFO : Epoch 2007 | loss: 0.0311218 | val_loss: 0.0311733 | Time: 5881.13 ms [2022-02-07 13:02:24 main:574] : INFO : Epoch 2008 | loss: 0.0311215 | val_loss: 0.0311673 | Time: 5988.94 ms [2022-02-07 13:02:30 main:574] : INFO : Epoch 2009 | loss: 0.0311168 | val_loss: 0.0311687 | Time: 6110.5 ms [2022-02-07 13:02:36 main:574] : INFO : Epoch 2010 | loss: 0.0311185 | val_loss: 0.0311832 | Time: 5974.58 ms [2022-02-07 13:02:42 main:574] : INFO : Epoch 2011 | loss: 0.0311248 | val_loss: 0.031167 | Time: 6088.38 ms [2022-02-07 13:02:48 main:574] : INFO : Epoch 2012 | loss: 0.031116 | val_loss: 0.0311706 | Time: 5959.89 ms [2022-02-07 13:02:54 main:574] : INFO : Epoch 2013 | loss: 0.0311179 | val_loss: 0.0311698 | Time: 6082.85 ms [2022-02-07 13:03:00 main:574] : INFO : Epoch 2014 | loss: 0.0311156 | val_loss: 0.0311701 | Time: 6048.5 ms [2022-02-07 13:03:06 main:574] : INFO : Epoch 2015 | loss: 0.0311141 | val_loss: 0.0311692 | Time: 6123.83 ms [2022-02-07 13:03:12 main:574] : INFO : Epoch 2016 | loss: 0.0311134 | val_loss: 0.0311669 | Time: 6035.52 ms [2022-02-07 13:03:18 main:574] : INFO : Epoch 2017 | loss: 0.0311174 | val_loss: 0.0311674 | Time: 6038.81 ms [2022-02-07 13:03:24 main:574] : INFO : Epoch 2018 | loss: 0.0311275 | val_loss: 0.0311654 | Time: 5969.99 ms [2022-02-07 13:03:30 main:574] : INFO : Epoch 2019 | loss: 0.0311338 | val_loss: 0.0311667 | Time: 5993.5 ms [2022-02-07 13:03:36 main:574] : INFO : Epoch 2020 | loss: 0.0311314 | val_loss: 0.0311611 | Time: 5993.1 ms [2022-02-07 13:03:42 main:574] : INFO : Epoch 2021 | loss: 0.0311251 | val_loss: 0.0311621 | Time: 5955.77 ms [2022-02-07 13:03:48 main:574] : INFO : Epoch 2022 | loss: 0.0311258 | val_loss: 0.0311605 | Time: 6017.89 ms [2022-02-07 13:03:54 main:574] : INFO : Epoch 2023 | loss: 0.0311224 | val_loss: 0.0311701 | Time: 6149.31 ms [2022-02-07 13:04:01 main:574] : INFO : Epoch 2024 | loss: 0.0311184 | val_loss: 0.0311678 | Time: 6109.97 ms [2022-02-07 13:04:07 main:574] : INFO : Epoch 2025 | loss: 0.0311208 | val_loss: 0.0311717 | Time: 5964.07 ms [2022-02-07 13:04:13 main:574] : INFO : Epoch 2026 | loss: 0.0311215 | val_loss: 0.0311682 | Time: 6007.32 ms [2022-02-07 13:04:19 main:574] : INFO : Epoch 2027 | loss: 0.0311216 | val_loss: 0.0311663 | Time: 5930.34 ms [2022-02-07 13:04:25 main:574] : INFO : Epoch 2028 | loss: 0.0311158 | val_loss: 0.0311636 | Time: 5973.65 ms [2022-02-07 13:04:31 main:574] : INFO : Epoch 2029 | loss: 0.0311171 | val_loss: 0.0311668 | Time: 6001.09 ms [2022-02-07 13:04:37 main:574] : INFO : Epoch 2030 | loss: 0.031115 | val_loss: 0.031171 | Time: 6009.52 ms [2022-02-07 13:04:43 main:574] : INFO : Epoch 2031 | loss: 0.0311153 | val_loss: 0.0311699 | Time: 6059.42 ms [2022-02-07 13:04:49 main:574] : INFO : Epoch 2032 | loss: 0.0311134 | val_loss: 0.0311622 | Time: 6105.18 ms [2022-02-07 13:04:55 main:574] : INFO : Epoch 2033 | loss: 0.0311122 | val_loss: 0.0311669 | Time: 6037.49 ms [2022-02-07 13:05:01 main:574] : INFO : Epoch 2034 | loss: 0.0311135 | val_loss: 0.0311732 | Time: 6083.45 ms [2022-02-07 13:05:07 main:574] : INFO : Epoch 2035 | loss: 0.031113 | val_loss: 0.0311689 | Time: 5982.58 ms [2022-02-07 13:05:13 main:574] : INFO : Epoch 2036 | loss: 0.0311144 | val_loss: 0.031178 | Time: 6110.09 ms [2022-02-07 13:05:19 main:574] : INFO : Epoch 2037 | loss: 0.0311162 | val_loss: 0.0311671 | Time: 6042.65 ms [2022-02-07 13:05:25 main:574] : INFO : Epoch 2038 | loss: 0.031118 | val_loss: 0.0311695 | Time: 6030.28 ms [2022-02-07 13:05:31 main:574] : INFO : Epoch 2039 | loss: 0.031111 | val_loss: 0.031172 | Time: 6078.68 ms [2022-02-07 13:05:37 main:574] : INFO : Epoch 2040 | loss: 0.0311119 | val_loss: 0.0311695 | Time: 6050.16 ms [2022-02-07 13:05:43 main:574] : INFO : Epoch 2041 | loss: 0.0311102 | val_loss: 0.0311673 | Time: 5875.68 ms [2022-02-07 13:05:49 main:574] : INFO : Epoch 2042 | loss: 0.0311098 | val_loss: 0.0311694 | Time: 5989.19 ms [2022-02-07 13:05:55 main:574] : INFO : Epoch 2043 | loss: 0.0311089 | val_loss: 0.0311608 | Time: 5986.88 ms [2022-02-07 13:06:01 main:574] : INFO : Epoch 2044 | loss: 0.0311086 | val_loss: 0.0311692 | Time: 6057.9 ms [2022-02-07 13:06:07 main:574] : INFO : Epoch 2045 | loss: 0.0311084 | val_loss: 0.0311695 | Time: 6050.47 ms [2022-02-07 13:06:13 main:574] : INFO : Epoch 2046 | loss: 0.0311112 | val_loss: 0.0311641 | Time: 6013.9 ms [2022-02-07 13:06:19 main:574] : INFO : Epoch 2047 | loss: 0.0311099 | val_loss: 0.0311696 | Time: 6065.84 ms [2022-02-07 13:06:25 main:574] : INFO : Epoch 2048 | loss: 0.0311166 | val_loss: 0.031165 | Time: 6069.98 ms [2022-02-07 13:06:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031165 [2022-02-07 13:06:26 main:603] : INFO : Saving end state to config to file [2022-02-07 13:06:26 main:608] : INFO : Success, exiting.. 13:06:26 (21468): 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)