Task 9340645
| Name | ParityModified-1636177555-10518-1_3 |
| Workunit | 6359317 |
| Created | 1 Dec 2021, 20:58:32 UTC |
| Sent | 1 Dec 2021, 21:52:06 UTC |
| Report deadline | 8 Dec 2021, 21:52:06 UTC |
| Received | 5 Dec 2021, 2:34:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16317 |
| Run time | 2 hours 14 min 9 sec |
| CPU time | 1 hours 58 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,567.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 18:47:52 main:574] : INFO : Epoch 1633 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 4117.61 ms [2021-12-02 18:47:56 main:574] : INFO : Epoch 1634 | loss: 0.0311715 | val_loss: 0.0311742 | Time: 4073.53 ms [2021-12-02 18:48:01 main:574] : INFO : Epoch 1635 | loss: 0.03117 | val_loss: 0.0311774 | Time: 5042.52 ms [2021-12-02 18:48:05 main:574] : INFO : Epoch 1636 | loss: 0.0311705 | val_loss: 0.0311779 | Time: 4080.72 ms [2021-12-02 18:48:08 main:574] : INFO : Epoch 1637 | loss: 0.0311673 | val_loss: 0.0311749 | Time: 3131.64 ms [2021-12-02 18:48:12 main:574] : INFO : Epoch 1638 | loss: 0.0311674 | val_loss: 0.0311736 | Time: 4101.41 ms [2021-12-02 18:48:16 main:574] : INFO : Epoch 1639 | loss: 0.0311658 | val_loss: 0.0311744 | Time: 3235.84 ms [2021-12-02 18:48:20 main:574] : INFO : Epoch 1640 | loss: 0.0311656 | val_loss: 0.0311751 | Time: 3959.4 ms [2021-12-02 18:48:24 main:574] : INFO : Epoch 1641 | loss: 0.0311659 | val_loss: 0.031175 | Time: 4062.58 ms [2021-12-02 18:48:28 main:574] : INFO : Epoch 1642 | loss: 0.0311647 | val_loss: 0.0311764 | Time: 4084.52 ms [2021-12-02 18:48:33 main:574] : INFO : Epoch 1643 | loss: 0.0311643 | val_loss: 0.0311771 | Time: 5069.67 ms [2021-12-02 18:48:37 main:574] : INFO : Epoch 1644 | loss: 0.0311647 | val_loss: 0.0311759 | Time: 4084.39 ms [2021-12-02 18:48:40 main:574] : INFO : Epoch 1645 | loss: 0.0311656 | val_loss: 0.0311829 | Time: 3102.76 ms [2021-12-02 18:48:44 main:574] : INFO : Epoch 1646 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 4071.03 ms [2021-12-02 18:48:48 main:574] : INFO : Epoch 1647 | loss: 0.0311676 | val_loss: 0.0311807 | Time: 4121.82 ms [2021-12-02 18:48:52 main:574] : INFO : Epoch 1648 | loss: 0.0311737 | val_loss: 0.0311848 | Time: 4082.48 ms [2021-12-02 18:48:57 main:574] : INFO : Epoch 1649 | loss: 0.0311734 | val_loss: 0.0311763 | Time: 4161.76 ms [2021-12-02 18:49:01 main:574] : INFO : Epoch 1650 | loss: 0.0311726 | val_loss: 0.0311754 | Time: 4101.94 ms [2021-12-02 18:49:04 main:574] : INFO : Epoch 1651 | loss: 0.0311724 | val_loss: 0.0311753 | Time: 3157.32 ms [2021-12-02 18:49:09 main:574] : INFO : Epoch 1652 | loss: 0.0311721 | val_loss: 0.0311786 | Time: 5027.52 ms [2021-12-02 18:49:13 main:574] : INFO : Epoch 1653 | loss: 0.0311691 | val_loss: 0.0311739 | Time: 4085.28 ms [2021-12-02 18:49:16 main:574] : INFO : Epoch 1654 | loss: 0.0311693 | val_loss: 0.0311737 | Time: 3144 ms [2021-12-02 18:49:20 main:574] : INFO : Epoch 1655 | loss: 0.0311697 | val_loss: 0.0311755 | Time: 4101.71 ms [2021-12-02 18:49:24 main:574] : INFO : Epoch 1656 | loss: 0.031171 | val_loss: 0.031175 | Time: 4114.36 ms [2021-12-02 18:49:29 main:574] : INFO : Epoch 1657 | loss: 0.0311685 | val_loss: 0.0311734 | Time: 5028.15 ms [2021-12-02 18:49:34 main:574] : INFO : Epoch 1658 | loss: 0.0311689 | val_loss: 0.0311751 | Time: 4063.08 ms [2021-12-02 18:49:38 main:574] : INFO : Epoch 1659 | loss: 0.0311709 | val_loss: 0.0311753 | Time: 4073.16 ms [2021-12-02 18:49:42 main:574] : INFO : Epoch 1660 | loss: 0.0311715 | val_loss: 0.0311772 | Time: 4091.03 ms [2021-12-02 18:49:46 main:574] : INFO : Epoch 1661 | loss: 0.0311714 | val_loss: 0.0311757 | Time: 4098.5 ms [2021-12-02 18:49:49 main:574] : INFO : Epoch 1662 | loss: 0.0311685 | val_loss: 0.0311755 | Time: 3197.7 ms [2021-12-02 18:49:53 main:574] : INFO : Epoch 1663 | loss: 0.0311684 | val_loss: 0.0311731 | Time: 3962.35 ms [2021-12-02 18:49:57 main:574] : INFO : Epoch 1664 | loss: 0.0311691 | val_loss: 0.0311772 | Time: 4095.43 ms [2021-12-02 18:50:01 main:574] : INFO : Epoch 1665 | loss: 0.0311734 | val_loss: 0.0311892 | Time: 4096.48 ms [2021-12-02 18:50:05 main:574] : INFO : Epoch 1666 | loss: 0.0311912 | val_loss: 0.031196 | Time: 4134.93 ms [2021-12-02 18:50:09 main:574] : INFO : Epoch 1667 | loss: 0.0311777 | val_loss: 0.0311785 | Time: 4071.01 ms [2021-12-02 18:50:14 main:574] : INFO : Epoch 1668 | loss: 0.0311696 | val_loss: 0.0311787 | Time: 4102.19 ms [2021-12-02 18:50:19 main:574] : INFO : Epoch 1669 | loss: 0.0311665 | val_loss: 0.0311762 | Time: 5075.39 ms [2021-12-02 18:50:31 main:574] : INFO : Epoch 1670 | loss: 0.0311664 | val_loss: 0.0311733 | Time: 12363 ms [2021-12-02 18:50:33 main:574] : INFO : Epoch 1671 | loss: 0.0311645 | val_loss: 0.0311777 | Time: 2141.85 ms [2021-12-02 18:50:36 main:574] : INFO : Epoch 1672 | loss: 0.0311644 | val_loss: 0.0311758 | Time: 3080.97 ms [2021-12-02 18:50:40 main:574] : INFO : Epoch 1673 | loss: 0.0311666 | val_loss: 0.0311741 | Time: 4121.12 ms [2021-12-02 18:50:43 main:574] : INFO : Epoch 1674 | loss: 0.0311698 | val_loss: 0.0311808 | Time: 3084.8 ms [2021-12-02 18:50:48 main:574] : INFO : Epoch 1675 | loss: 0.0311684 | val_loss: 0.0311744 | Time: 4042.75 ms [2021-12-02 18:50:52 main:574] : INFO : Epoch 1676 | loss: 0.0311654 | val_loss: 0.031181 | Time: 4071.21 ms [2021-12-02 18:50:56 main:574] : INFO : Epoch 1677 | loss: 0.0311651 | val_loss: 0.0311751 | Time: 4066.98 ms [2021-12-02 18:51:00 main:574] : INFO : Epoch 1678 | loss: 0.0311644 | val_loss: 0.031174 | Time: 4088.11 ms [2021-12-02 18:51:04 main:574] : INFO : Epoch 1679 | loss: 0.0311656 | val_loss: 0.0311782 | Time: 4100.42 ms [2021-12-02 18:51:08 main:574] : INFO : Epoch 1680 | loss: 0.0311657 | val_loss: 0.0311749 | Time: 4086.27 ms [2021-12-02 18:51:13 main:574] : INFO : Epoch 1681 | loss: 0.0311633 | val_loss: 0.0311719 | Time: 5048.95 ms [2021-12-02 18:51:17 main:574] : INFO : Epoch 1682 | loss: 0.031164 | val_loss: 0.0311733 | Time: 4074.23 ms [2021-12-02 18:51:21 main:574] : INFO : Epoch 1683 | loss: 0.0311607 | val_loss: 0.0311735 | Time: 4138.55 ms [2021-12-02 18:51:24 main:574] : INFO : Epoch 1684 | loss: 0.031163 | val_loss: 0.031174 | Time: 3195.84 ms [2021-12-02 18:51:27 main:574] : INFO : Epoch 1685 | loss: 0.031162 | val_loss: 0.0311733 | Time: 2995.03 ms [2021-12-02 18:51:32 main:574] : INFO : Epoch 1686 | loss: 0.0311632 | val_loss: 0.0311738 | Time: 4038.75 ms [2021-12-02 18:51:36 main:574] : INFO : Epoch 1687 | loss: 0.0311611 | val_loss: 0.0311753 | Time: 4073.58 ms [2021-12-02 18:51:40 main:574] : INFO : Epoch 1688 | loss: 0.0311615 | val_loss: 0.0311725 | Time: 4062.31 ms [2021-12-02 18:51:44 main:574] : INFO : Epoch 1689 | loss: 0.0311615 | val_loss: 0.0311746 | Time: 4077.35 ms [2021-12-02 18:51:49 main:574] : INFO : Epoch 1690 | loss: 0.0311604 | val_loss: 0.0311732 | Time: 5085.31 ms [2021-12-02 18:51:53 main:574] : INFO : Epoch 1691 | loss: 0.0311639 | val_loss: 0.0311728 | Time: 4097.66 ms [2021-12-02 18:51:57 main:574] : INFO : Epoch 1692 | loss: 0.031162 | val_loss: 0.0311739 | Time: 4086.21 ms [2021-12-02 18:52:00 main:574] : INFO : Epoch 1693 | loss: 0.031163 | val_loss: 0.0311752 | Time: 3121.14 ms [2021-12-02 18:52:04 main:574] : INFO : Epoch 1694 | loss: 0.0311635 | val_loss: 0.0311736 | Time: 4107.83 ms [2021-12-02 18:52:08 main:574] : INFO : Epoch 1695 | loss: 0.0311617 | val_loss: 0.0311729 | Time: 4134.15 ms [2021-12-02 18:52:12 main:574] : INFO : Epoch 1696 | loss: 0.0311636 | val_loss: 0.0311711 | Time: 3329.6 ms [2021-12-02 18:52:16 main:574] : INFO : Epoch 1697 | loss: 0.031163 | val_loss: 0.0311693 | Time: 3809.58 ms [2021-12-02 18:52:20 main:574] : INFO : Epoch 1698 | loss: 0.031161 | val_loss: 0.0311724 | Time: 4108.22 ms [2021-12-02 18:52:25 main:574] : INFO : Epoch 1699 | loss: 0.0311611 | val_loss: 0.0311729 | Time: 5058.82 ms [2021-12-02 18:52:29 main:574] : INFO : Epoch 1700 | loss: 0.0311619 | val_loss: 0.0311762 | Time: 4068.77 ms [2021-12-02 18:52:33 main:574] : INFO : Epoch 1701 | loss: 0.0311658 | val_loss: 0.031174 | Time: 4061.64 ms [2021-12-02 18:52:36 main:574] : INFO : Epoch 1702 | loss: 0.0311633 | val_loss: 0.0311741 | Time: 3135.99 ms [2021-12-02 18:52:41 main:574] : INFO : Epoch 1703 | loss: 0.0311611 | val_loss: 0.0311734 | Time: 5062.19 ms [2021-12-02 18:52:45 main:574] : INFO : Epoch 1704 | loss: 0.0311611 | val_loss: 0.0311714 | Time: 4111.29 ms [2021-12-02 18:52:49 main:574] : INFO : Epoch 1705 | loss: 0.0311687 | val_loss: 0.0311723 | Time: 4101.89 ms [2021-12-02 18:52:54 main:574] : INFO : Epoch 1706 | loss: 0.0311678 | val_loss: 0.0311719 | Time: 4122.91 ms [2021-12-02 18:52:57 main:574] : INFO : Epoch 1707 | loss: 0.031168 | val_loss: 0.0311783 | Time: 3143.16 ms [2021-12-02 18:53:01 main:574] : INFO : Epoch 1708 | loss: 0.0311716 | val_loss: 0.0311789 | Time: 4016.76 ms [2021-12-02 18:53:05 main:574] : INFO : Epoch 1709 | loss: 0.0311674 | val_loss: 0.0311713 | Time: 4094.89 ms [2021-12-02 18:53:09 main:574] : INFO : Epoch 1710 | loss: 0.0311653 | val_loss: 0.0311745 | Time: 4065.61 ms [2021-12-02 18:53:13 main:574] : INFO : Epoch 1711 | loss: 0.0311668 | val_loss: 0.0311737 | Time: 4119.33 ms [2021-12-02 18:53:17 main:574] : INFO : Epoch 1712 | loss: 0.0311698 | val_loss: 0.0311722 | Time: 4072.4 ms [2021-12-02 18:53:21 main:574] : INFO : Epoch 1713 | loss: 0.0311675 | val_loss: 0.0311733 | Time: 4089.1 ms [2021-12-02 18:53:25 main:574] : INFO : Epoch 1714 | loss: 0.0311675 | val_loss: 0.0311755 | Time: 4076.22 ms [2021-12-02 18:53:29 main:574] : INFO : Epoch 1715 | loss: 0.0311668 | val_loss: 0.0311743 | Time: 4062.63 ms [2021-12-02 18:53:34 main:574] : INFO : Epoch 1716 | loss: 0.0311669 | val_loss: 0.031178 | Time: 5126.05 ms [2021-12-02 18:53:39 main:574] : INFO : Epoch 1717 | loss: 0.0311671 | val_loss: 0.0311739 | Time: 4123.53 ms [2021-12-02 18:53:42 main:574] : INFO : Epoch 1718 | loss: 0.0311672 | val_loss: 0.0311739 | Time: 3161.64 ms [2021-12-02 18:53:45 main:574] : INFO : Epoch 1719 | loss: 0.0311646 | val_loss: 0.0311738 | Time: 3308.97 ms [2021-12-02 18:53:49 main:574] : INFO : Epoch 1720 | loss: 0.0311653 | val_loss: 0.0311766 | Time: 3838.19 ms [2021-12-02 18:53:53 main:574] : INFO : Epoch 1721 | loss: 0.0311645 | val_loss: 0.0311703 | Time: 4128.43 ms [2021-12-02 18:53:57 main:574] : INFO : Epoch 1722 | loss: 0.0311641 | val_loss: 0.0311728 | Time: 4101.77 ms [2021-12-02 18:54:01 main:574] : INFO : Epoch 1723 | loss: 0.0311624 | val_loss: 0.0311735 | Time: 4090.05 ms [2021-12-02 18:54:05 main:574] : INFO : Epoch 1724 | loss: 0.0311628 | val_loss: 0.0311715 | Time: 4144.62 ms [2021-12-02 18:54:11 main:574] : INFO : Epoch 1725 | loss: 0.0311636 | val_loss: 0.0311757 | Time: 5068.43 ms [2021-12-02 18:54:14 main:574] : INFO : Epoch 1726 | loss: 0.0311642 | val_loss: 0.0311718 | Time: 3135.62 ms [2021-12-02 18:54:18 main:574] : INFO : Epoch 1727 | loss: 0.031161 | val_loss: 0.0311733 | Time: 4111.7 ms [2021-12-02 18:54:22 main:574] : INFO : Epoch 1728 | loss: 0.0311608 | val_loss: 0.0311717 | Time: 4072.06 ms [2021-12-02 18:54:26 main:574] : INFO : Epoch 1729 | loss: 0.0311595 | val_loss: 0.031172 | Time: 4089.53 ms [2021-12-02 18:54:30 main:574] : INFO : Epoch 1730 | loss: 0.0311601 | val_loss: 0.0311745 | Time: 4100.9 ms [2021-12-02 18:54:34 main:574] : INFO : Epoch 1731 | loss: 0.0311622 | val_loss: 0.0311785 | Time: 4130.46 ms [2021-12-02 18:54:37 main:574] : INFO : Epoch 1732 | loss: 0.0311641 | val_loss: 0.0311718 | Time: 3084.14 ms [2021-12-02 18:54:42 main:574] : INFO : Epoch 1733 | loss: 0.0311661 | val_loss: 0.0311758 | Time: 5072.11 ms [2021-12-02 18:54:46 main:574] : INFO : Epoch 1734 | loss: 0.0311646 | val_loss: 0.0311704 | Time: 4073.42 ms [2021-12-02 18:54:50 main:574] : INFO : Epoch 1735 | loss: 0.0311611 | val_loss: 0.0311711 | Time: 3135.03 ms [2021-12-02 18:54:54 main:574] : INFO : Epoch 1736 | loss: 0.0311601 | val_loss: 0.0311752 | Time: 4085.4 ms [2021-12-02 18:54:58 main:574] : INFO : Epoch 1737 | loss: 0.0311605 | val_loss: 0.0311723 | Time: 4078.35 ms [2021-12-02 18:55:02 main:574] : INFO : Epoch 1738 | loss: 0.0311593 | val_loss: 0.0311735 | Time: 4102.48 ms [2021-12-02 18:55:06 main:574] : INFO : Epoch 1739 | loss: 0.031159 | val_loss: 0.0311733 | Time: 4123.26 ms [2021-12-02 18:55:10 main:574] : INFO : Epoch 1740 | loss: 0.0311597 | val_loss: 0.0311716 | Time: 4089.48 ms [2021-12-02 18:55:15 main:574] : INFO : Epoch 1741 | loss: 0.0311602 | val_loss: 0.0311711 | Time: 5112.3 ms [2021-12-02 18:55:19 main:574] : INFO : Epoch 1742 | loss: 0.0311598 | val_loss: 0.0311749 | Time: 4075.21 ms [2021-12-02 18:55:22 main:574] : INFO : Epoch 1743 | loss: 0.0311618 | val_loss: 0.0311737 | Time: 3143.44 ms [2021-12-02 18:55:27 main:574] : INFO : Epoch 1744 | loss: 0.0311622 | val_loss: 0.031175 | Time: 4093.47 ms [2021-12-02 18:55:30 main:574] : INFO : Epoch 1745 | loss: 0.0311651 | val_loss: 0.0311735 | Time: 3133.92 ms [2021-12-02 18:55:34 main:574] : INFO : Epoch 1746 | loss: 0.031163 | val_loss: 0.0311722 | Time: 4064.75 ms [2021-12-02 18:55:38 main:574] : INFO : Epoch 1747 | loss: 0.0311606 | val_loss: 0.0311699 | Time: 4090.71 ms [2021-12-02 18:55:43 main:574] : INFO : Epoch 1748 | loss: 0.0311624 | val_loss: 0.0311737 | Time: 5139.34 ms [2021-12-02 18:55:47 main:574] : INFO : Epoch 1749 | loss: 0.0311611 | val_loss: 0.0311745 | Time: 4099.55 ms [2021-12-02 18:55:51 main:574] : INFO : Epoch 1750 | loss: 0.0311604 | val_loss: 0.0311729 | Time: 4107.47 ms [2021-12-02 18:55:55 main:574] : INFO : Epoch 1751 | loss: 0.0311587 | val_loss: 0.031171 | Time: 4081.61 ms [2021-12-02 18:55:59 main:574] : INFO : Epoch 1752 | loss: 0.0311578 | val_loss: 0.0311711 | Time: 4074.55 ms [2021-12-02 18:56:04 main:574] : INFO : Epoch 1753 | loss: 0.0311566 | val_loss: 0.0311694 | Time: 4099.11 ms [2021-12-02 18:56:08 main:574] : INFO : Epoch 1754 | loss: 0.0311571 | val_loss: 0.0311687 | Time: 4115.95 ms [2021-12-02 18:56:12 main:574] : INFO : Epoch 1755 | loss: 0.0311552 | val_loss: 0.031168 | Time: 4114.84 ms [2021-12-02 18:56:16 main:574] : INFO : Epoch 1756 | loss: 0.0311558 | val_loss: 0.0311684 | Time: 4135.6 ms [2021-12-02 18:56:19 main:574] : INFO : Epoch 1757 | loss: 0.0311557 | val_loss: 0.0311683 | Time: 3083.88 ms [2021-12-02 18:56:24 main:574] : INFO : Epoch 1758 | loss: 0.0311555 | val_loss: 0.0311718 | Time: 5100.55 ms [2021-12-02 18:56:27 main:574] : INFO : Epoch 1759 | loss: 0.0311573 | val_loss: 0.031174 | Time: 3141.08 ms [2021-12-02 18:56:30 main:574] : INFO : Epoch 1760 | loss: 0.0311543 | val_loss: 0.0311709 | Time: 3131.5 ms [2021-12-02 18:56:35 main:574] : INFO : Epoch 1761 | loss: 0.0311548 | val_loss: 0.0311747 | Time: 4078.21 ms [2021-12-02 18:56:40 main:574] : INFO : Epoch 1762 | loss: 0.0311554 | val_loss: 0.0311677 | Time: 5108.88 ms [2021-12-02 18:56:54 main:574] : INFO : Epoch 1763 | loss: 0.0311542 | val_loss: 0.0311726 | Time: 14123 ms [2021-12-02 18:56:56 main:574] : INFO : Epoch 1764 | loss: 0.0311622 | val_loss: 0.0311771 | Time: 2411.19 ms [2021-12-02 18:56:58 main:574] : INFO : Epoch 1765 | loss: 0.0311631 | val_loss: 0.0311708 | Time: 2147.45 ms [2021-12-02 18:57:02 main:574] : INFO : Epoch 1766 | loss: 0.0311618 | val_loss: 0.0311702 | Time: 4035.18 ms [2021-12-02 18:57:06 main:574] : INFO : Epoch 1767 | loss: 0.0311593 | val_loss: 0.0311697 | Time: 4139.97 ms [2021-12-02 18:57:11 main:574] : INFO : Epoch 1768 | loss: 0.0311584 | val_loss: 0.031169 | Time: 4073.95 ms [2021-12-02 18:57:15 main:574] : INFO : Epoch 1769 | loss: 0.0311564 | val_loss: 0.0311691 | Time: 4077.21 ms [2021-12-02 18:57:18 main:574] : INFO : Epoch 1770 | loss: 0.0311573 | val_loss: 0.0311695 | Time: 3696.36 ms [2021-12-02 18:57:22 main:574] : INFO : Epoch 1771 | loss: 0.0311561 | val_loss: 0.0311694 | Time: 3465.8 ms [2021-12-02 18:57:26 main:574] : INFO : Epoch 1772 | loss: 0.0311562 | val_loss: 0.0311738 | Time: 4133.22 ms [2021-12-02 18:57:30 main:574] : INFO : Epoch 1773 | loss: 0.0311567 | val_loss: 0.0311693 | Time: 4076.26 ms [2021-12-02 18:57:34 main:574] : INFO : Epoch 1774 | loss: 0.0311539 | val_loss: 0.0311672 | Time: 4114.07 ms [2021-12-02 18:57:38 main:574] : INFO : Epoch 1775 | loss: 0.0311542 | val_loss: 0.0311691 | Time: 4125.06 ms [2021-12-02 18:57:42 main:574] : INFO : Epoch 1776 | loss: 0.031155 | val_loss: 0.0311717 | Time: 4090.44 ms [2021-12-02 18:57:47 main:574] : INFO : Epoch 1777 | loss: 0.0311545 | val_loss: 0.0311707 | Time: 4093.73 ms [2021-12-02 18:57:51 main:574] : INFO : Epoch 1778 | loss: 0.0311548 | val_loss: 0.0311715 | Time: 4146.75 ms [2021-12-02 18:57:55 main:574] : INFO : Epoch 1779 | loss: 0.0311536 | val_loss: 0.0311739 | Time: 4083.8 ms [2021-12-02 18:57:59 main:574] : INFO : Epoch 1780 | loss: 0.0311545 | val_loss: 0.0311706 | Time: 4074.97 ms [2021-12-02 18:58:03 main:574] : INFO : Epoch 1781 | loss: 0.0311583 | val_loss: 0.0311769 | Time: 4143.93 ms [2021-12-02 18:58:07 main:574] : INFO : Epoch 1782 | loss: 0.0311551 | val_loss: 0.0311709 | Time: 4033.13 ms [2021-12-02 18:58:10 main:574] : INFO : Epoch 1783 | loss: 0.0311534 | val_loss: 0.031181 | Time: 3117.63 ms [2021-12-02 18:58:14 main:574] : INFO : Epoch 1784 | loss: 0.0311546 | val_loss: 0.0311728 | Time: 4047.37 ms [2021-12-02 18:58:18 main:574] : INFO : Epoch 1785 | loss: 0.0311556 | val_loss: 0.0311714 | Time: 4080.77 ms [2021-12-02 18:58:22 main:574] : INFO : Epoch 1786 | loss: 0.0311583 | val_loss: 0.031169 | Time: 4087 ms [2021-12-02 18:58:26 main:574] : INFO : Epoch 1787 | loss: 0.0311604 | val_loss: 0.0311748 | Time: 4087.43 ms [2021-12-02 18:58:32 main:574] : INFO : Epoch 1788 | loss: 0.0311601 | val_loss: 0.0311736 | Time: 5087.22 ms [2021-12-02 18:58:36 main:574] : INFO : Epoch 1789 | loss: 0.0311591 | val_loss: 0.0311708 | Time: 4076.98 ms [2021-12-02 18:58:40 main:574] : INFO : Epoch 1790 | loss: 0.0311573 | val_loss: 0.031183 | Time: 4044.25 ms [2021-12-02 18:58:44 main:574] : INFO : Epoch 1791 | loss: 0.0311614 | val_loss: 0.0311767 | Time: 4078.27 ms [2021-12-02 18:58:48 main:574] : INFO : Epoch 1792 | loss: 0.03116 | val_loss: 0.0311708 | Time: 3880.71 ms [2021-12-02 18:58:51 main:574] : INFO : Epoch 1793 | loss: 0.0311582 | val_loss: 0.0311688 | Time: 3281.02 ms [2021-12-02 18:58:55 main:574] : INFO : Epoch 1794 | loss: 0.0311564 | val_loss: 0.0311704 | Time: 4114.65 ms [2021-12-02 18:58:59 main:574] : INFO : Epoch 1795 | loss: 0.0311561 | val_loss: 0.0311671 | Time: 4083.91 ms [2021-12-02 18:59:03 main:574] : INFO : Epoch 1796 | loss: 0.0311542 | val_loss: 0.0311708 | Time: 4148.05 ms [2021-12-02 18:59:07 main:574] : INFO : Epoch 1797 | loss: 0.0311608 | val_loss: 0.0311733 | Time: 4070.99 ms [2021-12-02 18:59:12 main:574] : INFO : Epoch 1798 | loss: 0.0311566 | val_loss: 0.0311705 | Time: 4082.34 ms [2021-12-02 18:59:17 main:574] : INFO : Epoch 1799 | loss: 0.0311531 | val_loss: 0.0311721 | Time: 5034.03 ms [2021-12-02 18:59:21 main:574] : INFO : Epoch 1800 | loss: 0.0311547 | val_loss: 0.0311728 | Time: 4126.33 ms [2021-12-02 18:59:25 main:574] : INFO : Epoch 1801 | loss: 0.031154 | val_loss: 0.0311745 | Time: 4073.6 ms [2021-12-02 18:59:29 main:574] : INFO : Epoch 1802 | loss: 0.031156 | val_loss: 0.031175 | Time: 4065.17 ms [2021-12-02 18:59:32 main:574] : INFO : Epoch 1803 | loss: 0.0311563 | val_loss: 0.0311745 | Time: 3154.34 ms [2021-12-02 18:59:36 main:574] : INFO : Epoch 1804 | loss: 0.0311524 | val_loss: 0.0311755 | Time: 3971.3 ms [2021-12-02 18:59:41 main:574] : INFO : Epoch 1805 | loss: 0.0311526 | val_loss: 0.0311756 | Time: 5119.02 ms [2021-12-02 18:59:45 main:574] : INFO : Epoch 1806 | loss: 0.0311528 | val_loss: 0.0311719 | Time: 4062.02 ms [2021-12-02 18:59:49 main:574] : INFO : Epoch 1807 | loss: 0.0311522 | val_loss: 0.0311707 | Time: 4080.47 ms [2021-12-02 18:59:53 main:574] : INFO : Epoch 1808 | loss: 0.0311518 | val_loss: 0.0311731 | Time: 4117.88 ms [2021-12-02 18:59:58 main:574] : INFO : Epoch 1809 | loss: 0.0311518 | val_loss: 0.0311725 | Time: 4104.86 ms [2021-12-02 19:00:02 main:574] : INFO : Epoch 1810 | loss: 0.0311514 | val_loss: 0.0311708 | Time: 4097.2 ms [2021-12-02 19:00:06 main:574] : INFO : Epoch 1811 | loss: 0.0311534 | val_loss: 0.0311705 | Time: 4075.5 ms [2021-12-02 19:00:18 main:574] : INFO : Epoch 1812 | loss: 0.0311543 | val_loss: 0.0311756 | Time: 12427.9 ms [2021-12-02 19:00:20 main:574] : INFO : Epoch 1813 | loss: 0.0311574 | val_loss: 0.0311708 | Time: 2158.75 ms [2021-12-02 19:00:23 main:574] : INFO : Epoch 1814 | loss: 0.031153 | val_loss: 0.0311735 | Time: 3127.05 ms [2021-12-02 19:00:28 main:574] : INFO : Epoch 1815 | loss: 0.0311508 | val_loss: 0.0311706 | Time: 4134.43 ms [2021-12-02 19:00:31 main:574] : INFO : Epoch 1816 | loss: 0.0311546 | val_loss: 0.0311791 | Time: 3082.99 ms [2021-12-02 19:00:35 main:574] : INFO : Epoch 1817 | loss: 0.0311542 | val_loss: 0.0311738 | Time: 4049.88 ms [2021-12-02 19:00:39 main:574] : INFO : Epoch 1818 | loss: 0.0311515 | val_loss: 0.0311681 | Time: 4090.03 ms [2021-12-02 19:00:43 main:574] : INFO : Epoch 1819 | loss: 0.031152 | val_loss: 0.0311701 | Time: 4079.19 ms [2021-12-02 19:00:47 main:574] : INFO : Epoch 1820 | loss: 0.0311512 | val_loss: 0.0311704 | Time: 4120.74 ms [2021-12-02 19:00:51 main:574] : INFO : Epoch 1821 | loss: 0.0311503 | val_loss: 0.0311678 | Time: 4101.24 ms [2021-12-02 19:00:56 main:574] : INFO : Epoch 1822 | loss: 0.031152 | val_loss: 0.0311738 | Time: 5062.67 ms [2021-12-02 19:01:00 main:574] : INFO : Epoch 1823 | loss: 0.0311508 | val_loss: 0.0311691 | Time: 4102.06 ms [2021-12-02 19:01:04 main:574] : INFO : Epoch 1824 | loss: 0.0311524 | val_loss: 0.0311697 | Time: 4088.47 ms [2021-12-02 19:01:09 main:574] : INFO : Epoch 1825 | loss: 0.0311491 | val_loss: 0.0311689 | Time: 4088.46 ms [2021-12-02 19:01:13 main:574] : INFO : Epoch 1826 | loss: 0.0311483 | val_loss: 0.0311744 | Time: 4120.28 ms [2021-12-02 19:01:16 main:574] : INFO : Epoch 1827 | loss: 0.031149 | val_loss: 0.0311681 | Time: 3181.24 ms [2021-12-02 19:01:20 main:574] : INFO : Epoch 1828 | loss: 0.0311484 | val_loss: 0.0311687 | Time: 3990.57 ms [2021-12-02 19:01:24 main:574] : INFO : Epoch 1829 | loss: 0.0311492 | val_loss: 0.0311687 | Time: 4110.21 ms [2021-12-02 19:01:28 main:574] : INFO : Epoch 1830 | loss: 0.0311495 | val_loss: 0.0311728 | Time: 4085.89 ms [2021-12-02 19:01:32 main:574] : INFO : Epoch 1831 | loss: 0.031148 | val_loss: 0.0311692 | Time: 4088.62 ms [2021-12-02 19:01:36 main:574] : INFO : Epoch 1832 | loss: 0.0311482 | val_loss: 0.031174 | Time: 4087.55 ms [2021-12-02 19:01:40 main:574] : INFO : Epoch 1833 | loss: 0.0311484 | val_loss: 0.0311702 | Time: 4074.82 ms [2021-12-02 19:01:44 main:574] : INFO : Epoch 1834 | loss: 0.0311528 | val_loss: 0.0311752 | Time: 4065.33 ms [2021-12-02 19:01:50 main:574] : INFO : Epoch 1835 | loss: 0.0311503 | val_loss: 0.0311707 | Time: 5107.43 ms [2021-12-02 19:01:54 main:574] : INFO : Epoch 1836 | loss: 0.0311492 | val_loss: 0.0311704 | Time: 4092.88 ms [2021-12-02 19:01:58 main:574] : INFO : Epoch 1837 | loss: 0.031148 | val_loss: 0.0311717 | Time: 4121.69 ms [2021-12-02 19:02:01 main:574] : INFO : Epoch 1838 | loss: 0.0311473 | val_loss: 0.0311707 | Time: 3098.4 ms [2021-12-02 19:02:05 main:574] : INFO : Epoch 1839 | loss: 0.0311474 | val_loss: 0.0311718 | Time: 4060.2 ms [2021-12-02 19:02:18 main:574] : INFO : Epoch 1840 | loss: 0.0311503 | val_loss: 0.0311725 | Time: 13345 ms [2021-12-02 19:02:20 main:574] : INFO : Epoch 1841 | loss: 0.0311493 | val_loss: 0.0311727 | Time: 2153.1 ms [2021-12-02 19:02:24 main:574] : INFO : Epoch 1842 | loss: 0.0311473 | val_loss: 0.0311681 | Time: 3125.48 ms [2021-12-02 19:02:28 main:574] : INFO : Epoch 1843 | loss: 0.0311476 | val_loss: 0.0311708 | Time: 4075.15 ms [2021-12-02 19:02:32 main:574] : INFO : Epoch 1844 | loss: 0.0311461 | val_loss: 0.031169 | Time: 4114.99 ms [2021-12-02 19:02:36 main:574] : INFO : Epoch 1845 | loss: 0.0311464 | val_loss: 0.031168 | Time: 3997.76 ms [2021-12-02 19:02:40 main:574] : INFO : Epoch 1846 | loss: 0.0311473 | val_loss: 0.0311716 | Time: 4075.84 ms [2021-12-02 19:02:44 main:574] : INFO : Epoch 1847 | loss: 0.0311469 | val_loss: 0.0311669 | Time: 4100.67 ms [2021-12-02 19:02:48 main:574] : INFO : Epoch 1848 | loss: 0.0311473 | val_loss: 0.0311716 | Time: 4109.06 ms [2021-12-02 19:02:52 main:574] : INFO : Epoch 1849 | loss: 0.031149 | val_loss: 0.0311733 | Time: 4105.24 ms [2021-12-02 19:02:55 main:574] : INFO : Epoch 1850 | loss: 0.0311494 | val_loss: 0.0311731 | Time: 3136.77 ms [2021-12-02 19:02:59 main:574] : INFO : Epoch 1851 | loss: 0.0311475 | val_loss: 0.03117 | Time: 4054.13 ms [2021-12-02 19:03:05 main:574] : INFO : Epoch 1852 | loss: 0.0311506 | val_loss: 0.0311692 | Time: 5097.61 ms [2021-12-02 19:03:08 main:574] : INFO : Epoch 1853 | loss: 0.0311517 | val_loss: 0.031166 | Time: 3113.93 ms [2021-12-02 19:03:12 main:574] : INFO : Epoch 1854 | loss: 0.0311513 | val_loss: 0.0311786 | Time: 4085.87 ms [2021-12-02 19:03:16 main:574] : INFO : Epoch 1855 | loss: 0.0311518 | val_loss: 0.0311767 | Time: 4083.91 ms [2021-12-02 19:03:20 main:574] : INFO : Epoch 1856 | loss: 0.031291 | val_loss: 0.0316926 | Time: 4101.45 ms [2021-12-02 19:03:24 main:574] : INFO : Epoch 1857 | loss: 0.0347618 | val_loss: 0.0355303 | Time: 4061.56 ms [2021-12-02 19:03:28 main:574] : INFO : Epoch 1858 | loss: 0.0325685 | val_loss: 0.0315604 | Time: 4075.42 ms [2021-12-02 19:03:32 main:574] : INFO : Epoch 1859 | loss: 0.0313515 | val_loss: 0.0312593 | Time: 4077.49 ms [2021-12-02 19:03:36 main:574] : INFO : Epoch 1860 | loss: 0.0312217 | val_loss: 0.0311985 | Time: 4127.03 ms [2021-12-02 19:03:39 main:574] : INFO : Epoch 1861 | loss: 0.0311876 | val_loss: 0.0311806 | Time: 3108.72 ms [2021-12-02 19:03:43 main:574] : INFO : Epoch 1862 | loss: 0.0311768 | val_loss: 0.0311759 | Time: 4048.27 ms [2021-12-02 19:03:48 main:574] : INFO : Epoch 1863 | loss: 0.031173 | val_loss: 0.031176 | Time: 4072.47 ms [2021-12-02 19:03:52 main:574] : INFO : Epoch 1864 | loss: 0.031171 | val_loss: 0.0311732 | Time: 4189.92 ms [2021-12-02 19:03:56 main:574] : INFO : Epoch 1865 | loss: 0.0311698 | val_loss: 0.0311715 | Time: 4120.17 ms [2021-12-02 19:04:00 main:574] : INFO : Epoch 1866 | loss: 0.0311684 | val_loss: 0.031172 | Time: 4118.89 ms [2021-12-02 19:04:05 main:574] : INFO : Epoch 1867 | loss: 0.0311674 | val_loss: 0.0311737 | Time: 5088.41 ms [2021-12-02 19:04:09 main:574] : INFO : Epoch 1868 | loss: 0.0311666 | val_loss: 0.0311717 | Time: 4096.6 ms [2021-12-02 19:04:13 main:574] : INFO : Epoch 1869 | loss: 0.0311655 | val_loss: 0.0311712 | Time: 4050.07 ms [2021-12-02 19:04:17 main:574] : INFO : Epoch 1870 | loss: 0.0311647 | val_loss: 0.0311713 | Time: 4125.49 ms [2021-12-02 19:04:21 main:574] : INFO : Epoch 1871 | loss: 0.031167 | val_loss: 0.0311717 | Time: 4106 ms [2021-12-02 19:04:26 main:574] : INFO : Epoch 1872 | loss: 0.0311659 | val_loss: 0.0311725 | Time: 4143.86 ms [2021-12-02 19:04:30 main:574] : INFO : Epoch 1873 | loss: 0.0311664 | val_loss: 0.0311705 | Time: 4164.25 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 960) [2021-12-02 19:18:39 main:435] : INFO : Set logging level to 1 [2021-12-02 19:18:39 main:441] : INFO : Running in BOINC Client mode [2021-12-02 19:18:39 main:444] : INFO : Resolving all filenames [2021-12-02 19:18:39 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-12-02 19:18:39 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636177555-10518-1_3_r624514895_1 (exists = 1) [2021-12-02 19:18:39 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636177555-10518-1_3_r624514895_0 (exists = 0) [2021-12-02 19:18:39 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636177555-10518-1 (exists = 1) [2021-12-02 19:18:39 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-12-02 19:18:39 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-12-02 19:18:39 main:474] : INFO : Configuration: [2021-12-02 19:18:39 main:475] : INFO : Model type: GRU [2021-12-02 19:18:39 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-12-02 19:18:39 main:477] : INFO : Max Epochs: 2048 [2021-12-02 19:18:39 main:478] : INFO : Batch Size: 128 [2021-12-02 19:18:39 main:479] : INFO : Learning Rate: 0.01 [2021-12-02 19:18:39 main:480] : INFO : Patience: 10 [2021-12-02 19:18:39 main:481] : INFO : Hidden Width: 12 [2021-12-02 19:18:39 main:482] : INFO : # Recurrent Layers: 4 [2021-12-02 19:18:39 main:483] : INFO : # Backend Layers: 4 [2021-12-02 19:18:39 main:484] : INFO : # Threads: 1 [2021-12-02 19:18:39 main:486] : INFO : Preparing Dataset Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 960) [2021-12-02 19:54:41 main:435] : INFO : Set logging level to 1 [2021-12-02 19:54:41 main:441] : INFO : Running in BOINC Client mode [2021-12-02 19:54:41 main:444] : INFO : Resolving all filenames [2021-12-02 19:54:41 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-12-02 19:54:41 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636177555-10518-1_3_r624514895_1 (exists = 1) [2021-12-02 19:54:41 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636177555-10518-1_3_r624514895_0 (exists = 0) [2021-12-02 19:54:41 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636177555-10518-1 (exists = 1) [2021-12-02 19:54:41 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-12-02 19:54:41 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-12-02 19:54:41 main:474] : INFO : Configuration: [2021-12-02 19:54:41 main:475] : INFO : Model type: GRU [2021-12-02 19:54:41 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-12-02 19:54:41 main:477] : INFO : Max Epochs: 2048 [2021-12-02 19:54:41 main:478] : INFO : Batch Size: 128 [2021-12-02 19:54:41 main:479] : INFO : Learning Rate: 0.01 [2021-12-02 19:54:41 main:480] : INFO : Patience: 10 [2021-12-02 19:54:41 main:481] : INFO : Hidden Width: 12 [2021-12-02 19:54:41 main:482] : INFO : # Recurrent Layers: 4 [2021-12-02 19:54:41 main:483] : INFO : # Backend Layers: 4 [2021-12-02 19:54:41 main:484] : INFO : # Threads: 1 [2021-12-02 19:54:41 main:486] : INFO : Preparing Dataset [2021-12-02 19:54:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-12-02 19:54:42 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-12-02 19:54:43 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-12-02 19:54:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-12-02 19:54:43 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-12-02 19:54:43 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-12-02 19:54:43 main:494] : INFO : Creating Model [2021-12-02 19:54:43 main:507] : INFO : Preparing config file [2021-12-02 19:54:43 main:511] : INFO : Found checkpoint, attempting to load... [2021-12-02 19:54:43 main:512] : INFO : Loading config [2021-12-02 19:54:43 main:514] : INFO : Loading state [2021-12-02 19:54:43 main:559] : INFO : Loading DataLoader into Memory [2021-12-02 19:54:43 main:562] : INFO : Starting Training [2021-12-02 19:54:46 main:574] : INFO : Epoch 1861 | loss: 0.0315781 | val_loss: 0.0313035 | Time: 2324.63 ms [2021-12-02 19:54:48 main:574] : INFO : Epoch 1862 | loss: 0.0312616 | val_loss: 0.0312245 | Time: 2094.31 ms [2021-12-02 19:54:50 main:574] : INFO : Epoch 1863 | loss: 0.0312051 | val_loss: 0.0311861 | Time: 2117.65 ms [2021-12-02 19:54:52 main:574] : INFO : Epoch 1864 | loss: 0.0311791 | val_loss: 0.031175 | Time: 2140.44 ms [2021-12-02 19:54:54 main:574] : INFO : Epoch 1865 | loss: 0.0311722 | val_loss: 0.0311711 | Time: 2151.01 ms [2021-12-02 19:54:56 main:574] : INFO : Epoch 1866 | loss: 0.0311689 | val_loss: 0.0311692 | Time: 2153.12 ms [2021-12-02 19:54:59 main:574] : INFO : Epoch 1867 | loss: 0.0311668 | val_loss: 0.0311676 | Time: 2153.79 ms [2021-12-02 19:55:01 main:574] : INFO : Epoch 1868 | loss: 0.0311661 | val_loss: 0.0311662 | Time: 2168.97 ms [2021-12-02 19:55:03 main:574] : INFO : Epoch 1869 | loss: 0.0311648 | val_loss: 0.0311682 | Time: 2163.74 ms [2021-12-02 19:55:05 main:574] : INFO : Epoch 1870 | loss: 0.0311633 | val_loss: 0.031168 | Time: 2160.3 ms [2021-12-02 19:55:07 main:574] : INFO : Epoch 1871 | loss: 0.0311638 | val_loss: 0.0311681 | Time: 2161.7 ms [2021-12-02 19:55:10 main:574] : INFO : Epoch 1872 | loss: 0.0311637 | val_loss: 0.0311675 | Time: 3108.84 ms [2021-12-02 19:55:13 main:574] : INFO : Epoch 1873 | loss: 0.0311644 | val_loss: 0.0311686 | Time: 3169.74 ms [2021-12-02 19:55:17 main:574] : INFO : Epoch 1874 | loss: 0.0311638 | val_loss: 0.0311679 | Time: 3159.01 ms [2021-12-02 19:55:20 main:574] : INFO : Epoch 1875 | loss: 0.0311662 | val_loss: 0.0311713 | Time: 3153.56 ms [2021-12-02 19:55:23 main:574] : INFO : Epoch 1876 | loss: 0.0311705 | val_loss: 0.0311731 | Time: 3163.72 ms [2021-12-02 19:55:25 main:574] : INFO : Epoch 1877 | loss: 0.0311674 | val_loss: 0.0311709 | Time: 2174.32 ms [2021-12-02 19:55:28 main:574] : INFO : Epoch 1878 | loss: 0.0311647 | val_loss: 0.0311671 | Time: 3147.78 ms [2021-12-02 19:55:31 main:574] : INFO : Epoch 1879 | loss: 0.0311657 | val_loss: 0.0311733 | Time: 3139.88 ms [2021-12-02 19:55:35 main:574] : INFO : Epoch 1880 | loss: 0.0311647 | val_loss: 0.0311701 | Time: 3153.13 ms [2021-12-02 19:55:38 main:574] : INFO : Epoch 1881 | loss: 0.0311645 | val_loss: 0.0311696 | Time: 3142.64 ms [2021-12-02 19:55:41 main:574] : INFO : Epoch 1882 | loss: 0.0311613 | val_loss: 0.0311649 | Time: 3146.82 ms [2021-12-02 19:55:45 main:574] : INFO : Epoch 1883 | loss: 0.031161 | val_loss: 0.0311643 | Time: 4131 ms [2021-12-02 19:55:57 main:574] : INFO : Epoch 1884 | loss: 0.0311614 | val_loss: 0.0311664 | Time: 12415.5 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 960) [2021-12-04 16:59:51 main:435] : INFO : Set logging level to 1 [2021-12-04 16:59:51 main:441] : INFO : Running in BOINC Client mode [2021-12-04 16:59:51 main:444] : INFO : Resolving all filenames [2021-12-04 16:59:51 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-12-04 16:59:51 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636177555-10518-1_3_r624514895_1 (exists = 1) [2021-12-04 16:59:51 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636177555-10518-1_3_r624514895_0 (exists = 0) [2021-12-04 16:59:51 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636177555-10518-1 (exists = 1) [2021-12-04 16:59:51 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-12-04 16:59:51 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-12-04 16:59:51 main:474] : INFO : Configuration: [2021-12-04 16:59:51 main:475] : INFO : Model type: GRU [2021-12-04 16:59:51 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-12-04 16:59:51 main:477] : INFO : Max Epochs: 2048 [2021-12-04 16:59:51 main:478] : INFO : Batch Size: 128 [2021-12-04 16:59:51 main:479] : INFO : Learning Rate: 0.01 [2021-12-04 16:59:51 main:480] : INFO : Patience: 10 [2021-12-04 16:59:51 main:481] : INFO : Hidden Width: 12 [2021-12-04 16:59:51 main:482] : INFO : # Recurrent Layers: 4 [2021-12-04 16:59:51 main:483] : INFO : # Backend Layers: 4 [2021-12-04 16:59:51 main:484] : INFO : # Threads: 1 [2021-12-04 16:59:51 main:486] : INFO : Preparing Dataset [2021-12-04 16:59:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-12-04 16:59:51 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-12-04 16:59:53 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-12-04 16:59:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-12-04 16:59:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-12-04 16:59:53 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-12-04 16:59:53 main:494] : INFO : Creating Model [2021-12-04 16:59:53 main:507] : INFO : Preparing config file [2021-12-04 16:59:53 main:511] : INFO : Found checkpoint, attempting to load... [2021-12-04 16:59:53 main:512] : INFO : Loading config [2021-12-04 16:59:53 main:514] : INFO : Loading state [2021-12-04 16:59:54 main:559] : INFO : Loading DataLoader into Memory [2021-12-04 16:59:54 main:562] : INFO : Starting Training [2021-12-04 16:59:59 main:574] : INFO : Epoch 1885 | loss: 0.031351 | val_loss: 0.0312419 | Time: 5067.43 ms [2021-12-04 17:00:04 main:574] : INFO : Epoch 1886 | loss: 0.0312316 | val_loss: 0.0311987 | Time: 4259.74 ms [2021-12-04 17:00:08 main:574] : INFO : Epoch 1887 | loss: 0.0311755 | val_loss: 0.0311744 | Time: 4210.47 ms [2021-12-04 17:00:11 main:574] : INFO : Epoch 1888 | loss: 0.0311663 | val_loss: 0.0311722 | Time: 3207.73 ms [2021-12-04 17:00:15 main:574] : INFO : Epoch 1889 | loss: 0.0311659 | val_loss: 0.0311725 | Time: 4342.34 ms [2021-12-04 17:00:20 main:574] : INFO : Epoch 1890 | loss: 0.0311642 | val_loss: 0.0311716 | Time: 4176.88 ms [2021-12-04 17:00:24 main:574] : INFO : Epoch 1891 | loss: 0.0311614 | val_loss: 0.0311686 | Time: 4181.19 ms [2021-12-04 17:00:28 main:574] : INFO : Epoch 1892 | loss: 0.0311596 | val_loss: 0.0311669 | Time: 4168.12 ms [2021-12-04 17:00:32 main:574] : INFO : Epoch 1893 | loss: 0.0311585 | val_loss: 0.0311691 | Time: 4236.61 ms [2021-12-04 17:00:36 main:574] : INFO : Epoch 1894 | loss: 0.0311584 | val_loss: 0.0311666 | Time: 4166.15 ms [2021-12-04 17:00:51 main:574] : INFO : Epoch 1895 | loss: 0.0311597 | val_loss: 0.0311682 | Time: 14451 ms [2021-12-04 17:00:53 main:574] : INFO : Epoch 1896 | loss: 0.0311599 | val_loss: 0.0311686 | Time: 2362.48 ms [2021-12-04 17:00:55 main:574] : INFO : Epoch 1897 | loss: 0.0311595 | val_loss: 0.0311649 | Time: 2289.75 ms [2021-12-04 17:00:59 main:574] : INFO : Epoch 1898 | loss: 0.0311608 | val_loss: 0.0311733 | Time: 3372.7 ms [2021-12-04 17:01:03 main:574] : INFO : Epoch 1899 | loss: 0.0311589 | val_loss: 0.0311678 | Time: 4260.09 ms [2021-12-04 17:01:07 main:574] : INFO : Epoch 1900 | loss: 0.0311593 | val_loss: 0.0311656 | Time: 4196.21 ms [2021-12-04 17:01:12 main:574] : INFO : Epoch 1901 | loss: 0.0311618 | val_loss: 0.0311749 | Time: 4211.95 ms [2021-12-04 17:01:16 main:574] : INFO : Epoch 1902 | loss: 0.0311632 | val_loss: 0.0311671 | Time: 4233.92 ms [2021-12-04 17:01:20 main:574] : INFO : Epoch 1903 | loss: 0.031158 | val_loss: 0.0311643 | Time: 4219.58 ms [2021-12-04 17:01:24 main:574] : INFO : Epoch 1904 | loss: 0.0311566 | val_loss: 0.0311673 | Time: 4202.34 ms [2021-12-04 17:01:27 main:574] : INFO : Epoch 1905 | loss: 0.0311569 | val_loss: 0.0311672 | Time: 3177.01 ms [2021-12-04 17:01:32 main:574] : INFO : Epoch 1906 | loss: 0.0311557 | val_loss: 0.0311718 | Time: 4123.66 ms [2021-12-04 17:01:36 main:574] : INFO : Epoch 1907 | loss: 0.0311569 | val_loss: 0.0311699 | Time: 4123.02 ms [2021-12-04 17:01:40 main:574] : INFO : Epoch 1908 | loss: 0.031159 | val_loss: 0.0311655 | Time: 4161.33 ms [2021-12-04 17:01:44 main:574] : INFO : Epoch 1909 | loss: 0.0311581 | val_loss: 0.0311668 | Time: 4341.92 ms [2021-12-04 17:01:48 main:574] : INFO : Epoch 1910 | loss: 0.0311568 | val_loss: 0.0311671 | Time: 4311.02 ms [2021-12-04 17:01:53 main:574] : INFO : Epoch 1911 | loss: 0.0311579 | val_loss: 0.0311635 | Time: 4301.91 ms [2021-12-04 17:01:57 main:574] : INFO : Epoch 1912 | loss: 0.0311572 | val_loss: 0.0311679 | Time: 4276.16 ms [2021-12-04 17:02:11 main:574] : INFO : Epoch 1913 | loss: 0.0311591 | val_loss: 0.0311695 | Time: 14404.2 ms [2021-12-04 17:02:14 main:574] : INFO : Epoch 1914 | loss: 0.0311611 | val_loss: 0.0311713 | Time: 2279.59 ms [2021-12-04 17:02:16 main:574] : INFO : Epoch 1915 | loss: 0.0311648 | val_loss: 0.0311691 | Time: 2240.33 ms [2021-12-04 17:02:19 main:574] : INFO : Epoch 1916 | loss: 0.0311612 | val_loss: 0.0311724 | Time: 3219.43 ms [2021-12-04 17:02:23 main:574] : INFO : Epoch 1917 | loss: 0.0311606 | val_loss: 0.0311684 | Time: 4222.55 ms [2021-12-04 17:02:28 main:574] : INFO : Epoch 1918 | loss: 0.0311597 | val_loss: 0.0311678 | Time: 4167.35 ms [2021-12-04 17:02:32 main:574] : INFO : Epoch 1919 | loss: 0.0311585 | val_loss: 0.0311671 | Time: 4130.47 ms [2021-12-04 17:02:35 main:574] : INFO : Epoch 1920 | loss: 0.0311576 | val_loss: 0.0311645 | Time: 3161.33 ms [2021-12-04 17:02:39 main:574] : INFO : Epoch 1921 | loss: 0.0311578 | val_loss: 0.0311678 | Time: 4211.28 ms [2021-12-04 17:02:43 main:574] : INFO : Epoch 1922 | loss: 0.0311599 | val_loss: 0.0311656 | Time: 4223.25 ms [2021-12-04 17:02:48 main:574] : INFO : Epoch 1923 | loss: 0.0311569 | val_loss: 0.0311656 | Time: 4272.82 ms [2021-12-04 17:02:52 main:574] : INFO : Epoch 1924 | loss: 0.0311548 | val_loss: 0.0311642 | Time: 4249.38 ms [2021-12-04 17:02:57 main:574] : INFO : Epoch 1925 | loss: 0.0311556 | val_loss: 0.0311663 | Time: 5281.23 ms [2021-12-04 17:03:01 main:574] : INFO : Epoch 1926 | loss: 0.0311537 | val_loss: 0.0311651 | Time: 4237.01 ms [2021-12-04 17:03:06 main:574] : INFO : Epoch 1927 | loss: 0.0311532 | val_loss: 0.031168 | Time: 4186.97 ms [2021-12-04 17:03:10 main:574] : INFO : Epoch 1928 | loss: 0.0311615 | val_loss: 0.0311728 | Time: 4131.72 ms [2021-12-04 17:03:14 main:574] : INFO : Epoch 1929 | loss: 0.0311693 | val_loss: 0.0311774 | Time: 4229 ms [2021-12-04 17:03:18 main:574] : INFO : Epoch 1930 | loss: 0.0311711 | val_loss: 0.0311687 | Time: 4208.75 ms [2021-12-04 17:03:22 main:574] : INFO : Epoch 1931 | loss: 0.0311666 | val_loss: 0.0311672 | Time: 4175.83 ms [2021-12-04 17:03:27 main:574] : INFO : Epoch 1932 | loss: 0.0311639 | val_loss: 0.0311699 | Time: 4188.83 ms [2021-12-04 17:03:31 main:574] : INFO : Epoch 1933 | loss: 0.0311637 | val_loss: 0.0311699 | Time: 4285.47 ms [2021-12-04 17:03:43 main:574] : INFO : Epoch 1934 | loss: 0.0311633 | val_loss: 0.0311653 | Time: 12488.7 ms [2021-12-04 17:03:46 main:574] : INFO : Epoch 1935 | loss: 0.0311636 | val_loss: 0.0311664 | Time: 2263.54 ms [2021-12-04 17:03:49 main:574] : INFO : Epoch 1936 | loss: 0.031161 | val_loss: 0.031167 | Time: 3291.19 ms [2021-12-04 17:04:02 main:574] : INFO : Epoch 1937 | loss: 0.0311598 | val_loss: 0.0311675 | Time: 13274.1 ms [2021-12-04 17:04:05 main:574] : INFO : Epoch 1938 | loss: 0.0311602 | val_loss: 0.031169 | Time: 2323.2 ms [2021-12-04 17:04:07 main:574] : INFO : Epoch 1939 | loss: 0.0311609 | val_loss: 0.0311678 | Time: 2281.24 ms [2021-12-04 17:04:10 main:574] : INFO : Epoch 1940 | loss: 0.0311635 | val_loss: 0.0311737 | Time: 3279.11 ms [2021-12-04 17:04:14 main:574] : INFO : Epoch 1941 | loss: 0.0311659 | val_loss: 0.0311711 | Time: 4224.03 ms [2021-12-04 17:04:19 main:574] : INFO : Epoch 1942 | loss: 0.0311665 | val_loss: 0.0311698 | Time: 4167.77 ms [2021-12-04 17:04:23 main:574] : INFO : Epoch 1943 | loss: 0.0311674 | val_loss: 0.0311763 | Time: 4190.94 ms [2021-12-04 17:04:26 main:574] : INFO : Epoch 1944 | loss: 0.0311667 | val_loss: 0.0311676 | Time: 3267.03 ms [2021-12-04 17:04:30 main:574] : INFO : Epoch 1945 | loss: 0.0311616 | val_loss: 0.0311633 | Time: 4329.97 ms [2021-12-04 17:04:36 main:574] : INFO : Epoch 1946 | loss: 0.0311612 | val_loss: 0.0311654 | Time: 5282.7 ms [2021-12-04 17:04:40 main:574] : INFO : Epoch 1947 | loss: 0.0311575 | val_loss: 0.0311636 | Time: 4225.64 ms [2021-12-04 17:04:44 main:574] : INFO : Epoch 1948 | loss: 0.0311578 | val_loss: 0.0311634 | Time: 4162.3 ms [2021-12-04 17:04:48 main:574] : INFO : Epoch 1949 | loss: 0.0311574 | val_loss: 0.0311632 | Time: 4185.92 ms [2021-12-04 17:04:53 main:574] : INFO : Epoch 1950 | loss: 0.0311579 | val_loss: 0.031163 | Time: 4215.08 ms [2021-12-04 17:04:57 main:574] : INFO : Epoch 1951 | loss: 0.0311576 | val_loss: 0.0311634 | Time: 4174.06 ms [2021-12-04 17:05:00 main:574] : INFO : Epoch 1952 | loss: 0.0311624 | val_loss: 0.0311673 | Time: 3213.01 ms [2021-12-04 17:05:04 main:574] : INFO : Epoch 1953 | loss: 0.0311593 | val_loss: 0.0311651 | Time: 4270.69 ms [2021-12-04 17:05:08 main:574] : INFO : Epoch 1954 | loss: 0.0311532 | val_loss: 0.031165 | Time: 4184.1 ms [2021-12-04 17:05:13 main:574] : INFO : Epoch 1955 | loss: 0.0311543 | val_loss: 0.031163 | Time: 4149.09 ms [2021-12-04 17:05:17 main:574] : INFO : Epoch 1956 | loss: 0.0311586 | val_loss: 0.0311678 | Time: 4180.44 ms [2021-12-04 17:05:21 main:574] : INFO : Epoch 1957 | loss: 0.0311583 | val_loss: 0.0311669 | Time: 4310.22 ms [2021-12-04 17:05:25 main:574] : INFO : Epoch 1958 | loss: 0.031159 | val_loss: 0.0311675 | Time: 4292.66 ms [2021-12-04 17:05:30 main:574] : INFO : Epoch 1959 | loss: 0.0311732 | val_loss: 0.0311806 | Time: 4245.93 ms [2021-12-04 17:05:34 main:574] : INFO : Epoch 1960 | loss: 0.0311817 | val_loss: 0.0311839 | Time: 4162.29 ms [2021-12-04 17:05:38 main:574] : INFO : Epoch 1961 | loss: 0.031181 | val_loss: 0.0311816 | Time: 4183.16 ms [2021-12-04 17:05:42 main:574] : INFO : Epoch 1962 | loss: 0.0311792 | val_loss: 0.0311824 | Time: 4170.16 ms [2021-12-04 17:05:46 main:574] : INFO : Epoch 1963 | loss: 0.0311769 | val_loss: 0.0311793 | Time: 4159.68 ms [2021-12-04 17:05:50 main:574] : INFO : Epoch 1964 | loss: 0.0311749 | val_loss: 0.0311797 | Time: 4171.2 ms [2021-12-04 17:05:55 main:574] : INFO : Epoch 1965 | loss: 0.0311754 | val_loss: 0.0311796 | Time: 4264.43 ms [2021-12-04 17:05:59 main:574] : INFO : Epoch 1966 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 4179.92 ms [2021-12-04 17:06:03 main:574] : INFO : Epoch 1967 | loss: 0.0311724 | val_loss: 0.0311795 | Time: 4201.19 ms [2021-12-04 17:06:07 main:574] : INFO : Epoch 1968 | loss: 0.0311721 | val_loss: 0.0311782 | Time: 4196.8 ms [2021-12-04 17:06:12 main:574] : INFO : Epoch 1969 | loss: 0.0311712 | val_loss: 0.0311789 | Time: 4311.24 ms [2021-12-04 17:06:16 main:574] : INFO : Epoch 1970 | loss: 0.0311714 | val_loss: 0.0311785 | Time: 4228.15 ms [2021-12-04 17:06:20 main:574] : INFO : Epoch 1971 | loss: 0.0311706 | val_loss: 0.0311777 | Time: 4224.31 ms [2021-12-04 17:06:24 main:574] : INFO : Epoch 1972 | loss: 0.0311694 | val_loss: 0.0311829 | Time: 4254.52 ms [2021-12-04 17:06:29 main:574] : INFO : Epoch 1973 | loss: 0.0311686 | val_loss: 0.0311749 | Time: 4282.3 ms [2021-12-04 17:06:33 main:574] : INFO : Epoch 1974 | loss: 0.031167 | val_loss: 0.0311744 | Time: 4215.78 ms [2021-12-04 17:06:37 main:574] : INFO : Epoch 1975 | loss: 0.0311666 | val_loss: 0.0311745 | Time: 4147 ms [2021-12-04 17:06:40 main:574] : INFO : Epoch 1976 | loss: 0.0311661 | val_loss: 0.0311759 | Time: 3142.67 ms [2021-12-04 17:06:55 main:574] : INFO : Epoch 1977 | loss: 0.031169 | val_loss: 0.0311751 | Time: 14428.4 ms [2021-12-04 17:06:57 main:574] : INFO : Epoch 1978 | loss: 0.0311668 | val_loss: 0.0311771 | Time: 2228.42 ms [2021-12-04 17:06:59 main:574] : INFO : Epoch 1979 | loss: 0.0311691 | val_loss: 0.0311862 | Time: 2245.36 ms [2021-12-04 17:07:02 main:574] : INFO : Epoch 1980 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 3252 ms [2021-12-04 17:07:07 main:574] : INFO : Epoch 1981 | loss: 0.0311674 | val_loss: 0.0311801 | Time: 4333.76 ms [2021-12-04 17:07:11 main:574] : INFO : Epoch 1982 | loss: 0.0311671 | val_loss: 0.0311768 | Time: 4228.35 ms [2021-12-04 17:07:15 main:574] : INFO : Epoch 1983 | loss: 0.0311689 | val_loss: 0.0311758 | Time: 4249.92 ms [2021-12-04 17:07:19 main:574] : INFO : Epoch 1984 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 4198.55 ms [2021-12-04 17:07:24 main:574] : INFO : Epoch 1985 | loss: 0.0311673 | val_loss: 0.0311758 | Time: 4195.51 ms [2021-12-04 17:07:28 main:574] : INFO : Epoch 1986 | loss: 0.0311682 | val_loss: 0.0311752 | Time: 4184.63 ms [2021-12-04 17:07:32 main:574] : INFO : Epoch 1987 | loss: 0.0311677 | val_loss: 0.0311745 | Time: 4188.11 ms [2021-12-04 17:07:36 main:574] : INFO : Epoch 1988 | loss: 0.0311666 | val_loss: 0.0311805 | Time: 4196.97 ms [2021-12-04 17:07:40 main:574] : INFO : Epoch 1989 | loss: 0.0311654 | val_loss: 0.0311699 | Time: 4209.87 ms [2021-12-04 17:07:45 main:574] : INFO : Epoch 1990 | loss: 0.0311649 | val_loss: 0.0311692 | Time: 4106.42 ms [2021-12-04 17:07:49 main:574] : INFO : Epoch 1991 | loss: 0.031166 | val_loss: 0.0311707 | Time: 4122.66 ms [2021-12-04 17:07:53 main:574] : INFO : Epoch 1992 | loss: 0.0311643 | val_loss: 0.0311699 | Time: 4094.45 ms [2021-12-04 17:07:57 main:574] : INFO : Epoch 1993 | loss: 0.0311641 | val_loss: 0.031171 | Time: 4326.54 ms [2021-12-04 17:08:01 main:574] : INFO : Epoch 1994 | loss: 0.0311623 | val_loss: 0.0311712 | Time: 4305.25 ms [2021-12-04 17:08:06 main:574] : INFO : Epoch 1995 | loss: 0.0311608 | val_loss: 0.0311686 | Time: 4283.5 ms [2021-12-04 17:08:10 main:574] : INFO : Epoch 1996 | loss: 0.0311615 | val_loss: 0.0311706 | Time: 4349.96 ms [2021-12-04 17:08:14 main:574] : INFO : Epoch 1997 | loss: 0.0311621 | val_loss: 0.0311703 | Time: 4275.45 ms [2021-12-04 17:08:19 main:574] : INFO : Epoch 1998 | loss: 0.0311617 | val_loss: 0.0311696 | Time: 4169.43 ms [2021-12-04 17:08:23 main:574] : INFO : Epoch 1999 | loss: 0.03116 | val_loss: 0.0311691 | Time: 4142.76 ms [2021-12-04 17:08:27 main:574] : INFO : Epoch 2000 | loss: 0.0311622 | val_loss: 0.0311695 | Time: 4204.21 ms [2021-12-04 17:08:31 main:574] : INFO : Epoch 2001 | loss: 0.0311583 | val_loss: 0.0311678 | Time: 4205.31 ms [2021-12-04 17:08:35 main:574] : INFO : Epoch 2002 | loss: 0.0311569 | val_loss: 0.0311735 | Time: 4226.68 ms [2021-12-04 17:08:40 main:574] : INFO : Epoch 2003 | loss: 0.0311578 | val_loss: 0.0311715 | Time: 4181.29 ms [2021-12-04 17:08:44 main:574] : INFO : Epoch 2004 | loss: 0.0311602 | val_loss: 0.0311753 | Time: 4116.12 ms [2021-12-04 17:08:48 main:574] : INFO : Epoch 2005 | loss: 0.031163 | val_loss: 0.0311783 | Time: 4202.06 ms [2021-12-04 17:08:52 main:574] : INFO : Epoch 2006 | loss: 0.0311628 | val_loss: 0.0311741 | Time: 4132.15 ms [2021-12-04 17:08:56 main:574] : INFO : Epoch 2007 | loss: 0.0311629 | val_loss: 0.0311753 | Time: 4248.22 ms [2021-12-04 17:09:01 main:574] : INFO : Epoch 2008 | loss: 0.0311597 | val_loss: 0.0311787 | Time: 4200.93 ms [2021-12-04 17:09:05 main:574] : INFO : Epoch 2009 | loss: 0.0311607 | val_loss: 0.0311724 | Time: 4256.08 ms [2021-12-04 17:09:10 main:574] : INFO : Epoch 2010 | loss: 0.0311588 | val_loss: 0.0311692 | Time: 5209.5 ms [2021-12-04 17:09:14 main:574] : INFO : Epoch 2011 | loss: 0.0311565 | val_loss: 0.0311688 | Time: 4194.87 ms [2021-12-04 17:09:18 main:574] : INFO : Epoch 2012 | loss: 0.0311562 | val_loss: 0.031168 | Time: 4179.13 ms [2021-12-04 17:09:23 main:574] : INFO : Epoch 2013 | loss: 0.0311593 | val_loss: 0.0311693 | Time: 4212.42 ms [2021-12-04 17:09:27 main:574] : INFO : Epoch 2014 | loss: 0.0311603 | val_loss: 0.0311712 | Time: 4131.11 ms [2021-12-04 17:09:31 main:574] : INFO : Epoch 2015 | loss: 0.0311567 | val_loss: 0.0311673 | Time: 4149.6 ms [2021-12-04 17:09:35 main:574] : INFO : Epoch 2016 | loss: 0.031156 | val_loss: 0.0311673 | Time: 4185.96 ms [2021-12-04 17:09:39 main:574] : INFO : Epoch 2017 | loss: 0.0311587 | val_loss: 0.0311674 | Time: 4246.47 ms [2021-12-04 17:09:44 main:574] : INFO : Epoch 2018 | loss: 0.0311586 | val_loss: 0.0311673 | Time: 4277.91 ms [2021-12-04 17:09:49 main:574] : INFO : Epoch 2019 | loss: 0.0311575 | val_loss: 0.0311684 | Time: 5118 ms [2021-12-04 17:09:53 main:574] : INFO : Epoch 2020 | loss: 0.0311562 | val_loss: 0.0311662 | Time: 4173.51 ms [2021-12-04 17:09:57 main:574] : INFO : Epoch 2021 | loss: 0.0311562 | val_loss: 0.0311656 | Time: 4235.27 ms [2021-12-04 17:10:00 main:574] : INFO : Epoch 2022 | loss: 0.0311541 | val_loss: 0.0311682 | Time: 3226.44 ms [2021-12-04 17:10:05 main:574] : INFO : Epoch 2023 | loss: 0.0311547 | val_loss: 0.0311668 | Time: 4192.49 ms [2021-12-04 17:10:09 main:574] : INFO : Epoch 2024 | loss: 0.0311549 | val_loss: 0.0311678 | Time: 4166.1 ms [2021-12-04 17:10:14 main:574] : INFO : Epoch 2025 | loss: 0.0311543 | val_loss: 0.0311677 | Time: 5180.06 ms [2021-12-04 17:10:18 main:574] : INFO : Epoch 2026 | loss: 0.0311562 | val_loss: 0.031168 | Time: 4238.66 ms [2021-12-04 17:10:22 main:574] : INFO : Epoch 2027 | loss: 0.0311557 | val_loss: 0.0311682 | Time: 4151.33 ms [2021-12-04 17:10:26 main:574] : INFO : Epoch 2028 | loss: 0.0311594 | val_loss: 0.0311676 | Time: 4126.43 ms [2021-12-04 17:10:31 main:574] : INFO : Epoch 2029 | loss: 0.0311638 | val_loss: 0.0311691 | Time: 4155.09 ms [2021-12-04 17:10:34 main:574] : INFO : Epoch 2030 | loss: 0.0311578 | val_loss: 0.0311672 | Time: 3262.25 ms [2021-12-04 17:10:38 main:574] : INFO : Epoch 2031 | loss: 0.0311597 | val_loss: 0.0311718 | Time: 4261.75 ms [2021-12-04 17:10:42 main:574] : INFO : Epoch 2032 | loss: 0.0311607 | val_loss: 0.0311701 | Time: 4244.08 ms [2021-12-04 17:10:58 main:574] : INFO : Epoch 2033 | loss: 0.0311572 | val_loss: 0.0311708 | Time: 15396.2 ms [2021-12-04 17:11:00 main:574] : INFO : Epoch 2034 | loss: 0.0311551 | val_loss: 0.0311658 | Time: 2253.98 ms [2021-12-04 17:11:02 main:574] : INFO : Epoch 2035 | loss: 0.0311557 | val_loss: 0.0311683 | Time: 2230.56 ms [2021-12-04 17:11:05 main:574] : INFO : Epoch 2036 | loss: 0.0311553 | val_loss: 0.0311653 | Time: 3171.65 ms [2021-12-04 17:11:09 main:574] : INFO : Epoch 2037 | loss: 0.0311528 | val_loss: 0.0311681 | Time: 3237.38 ms [2021-12-04 17:11:13 main:574] : INFO : Epoch 2038 | loss: 0.0311534 | val_loss: 0.0311667 | Time: 4253.01 ms [2021-12-04 17:11:17 main:574] : INFO : Epoch 2039 | loss: 0.0311556 | val_loss: 0.0311676 | Time: 4192.32 ms [2021-12-04 17:11:21 main:574] : INFO : Epoch 2040 | loss: 0.0311563 | val_loss: 0.0311709 | Time: 4171.96 ms [2021-12-04 17:11:26 main:574] : INFO : Epoch 2041 | loss: 0.0311547 | val_loss: 0.0311661 | Time: 5111.27 ms [2021-12-04 17:11:31 main:574] : INFO : Epoch 2042 | loss: 0.0311526 | val_loss: 0.0311647 | Time: 4228.43 ms [2021-12-04 17:11:35 main:574] : INFO : Epoch 2043 | loss: 0.0311541 | val_loss: 0.0311686 | Time: 4195.17 ms [2021-12-04 17:11:39 main:574] : INFO : Epoch 2044 | loss: 0.0311519 | val_loss: 0.0311686 | Time: 4140.04 ms [2021-12-04 17:11:43 main:574] : INFO : Epoch 2045 | loss: 0.0311516 | val_loss: 0.0311704 | Time: 4225.65 ms [2021-12-04 17:11:48 main:574] : INFO : Epoch 2046 | loss: 0.0311648 | val_loss: 0.0311732 | Time: 4238.22 ms [2021-12-04 17:11:52 main:574] : INFO : Epoch 2047 | loss: 0.0311701 | val_loss: 0.0311723 | Time: 4224.66 ms [2021-12-04 17:11:57 main:574] : INFO : Epoch 2048 | loss: 0.0311696 | val_loss: 0.0311739 | Time: 5171.14 ms [2021-12-04 17:11:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311739 [2021-12-04 17:11:57 main:603] : INFO : Saving end state to config to file [2021-12-04 17:11:57 main:608] : INFO : Success, exiting.. 17:11:57 (2280): 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)