Task 8684932
| Name | ParityModified-1636180779-8983-0_0 |
| Workunit | 6169391 |
| Created | 6 Nov 2021, 6:39:42 UTC |
| Sent | 8 Nov 2021, 11:09:00 UTC |
| Report deadline | 16 Nov 2021, 11:09:00 UTC |
| Received | 8 Nov 2021, 22:06:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6741 |
| Run time | 3 hours 51 min 59 sec |
| CPU time | 3 hours 42 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 786.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> s [2021-11-09 03:32:11 main:574] : INFO : Epoch 1644 | loss: 0.0312499 | val_loss: 0.03125 | Time: 6752.2 ms [2021-11-09 03:32:18 main:574] : INFO : Epoch 1645 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 6746.54 ms [2021-11-09 03:32:25 main:574] : INFO : Epoch 1646 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 6744.74 ms [2021-11-09 03:32:31 main:574] : INFO : Epoch 1647 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 6743.3 ms [2021-11-09 03:32:38 main:574] : INFO : Epoch 1648 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 6755.49 ms [2021-11-09 03:32:45 main:574] : INFO : Epoch 1649 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 6739.1 ms [2021-11-09 03:32:52 main:574] : INFO : Epoch 1650 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 6746.47 ms [2021-11-09 03:32:58 main:574] : INFO : Epoch 1651 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 6750.29 ms [2021-11-09 03:33:05 main:574] : INFO : Epoch 1652 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 6751.45 ms [2021-11-09 03:33:12 main:574] : INFO : Epoch 1653 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 6739.39 ms [2021-11-09 03:33:19 main:574] : INFO : Epoch 1654 | loss: 0.0312497 | val_loss: 0.0312548 | Time: 6745.28 ms [2021-11-09 03:33:25 main:574] : INFO : Epoch 1655 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 6738.48 ms [2021-11-09 03:33:32 main:574] : INFO : Epoch 1656 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 6736.47 ms [2021-11-09 03:33:39 main:574] : INFO : Epoch 1657 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 6741.72 ms [2021-11-09 03:33:46 main:574] : INFO : Epoch 1658 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 6753.2 ms [2021-11-09 03:33:52 main:574] : INFO : Epoch 1659 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 6747.47 ms [2021-11-09 03:33:59 main:574] : INFO : Epoch 1660 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 6757.03 ms [2021-11-09 03:34:06 main:574] : INFO : Epoch 1661 | loss: 0.0312499 | val_loss: 0.0312491 | Time: 6748.82 ms [2021-11-09 03:34:13 main:574] : INFO : Epoch 1662 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 6737.92 ms [2021-11-09 03:34:20 main:574] : INFO : Epoch 1663 | loss: 0.0312504 | val_loss: 0.0312531 | Time: 6752.97 ms [2021-11-09 03:34:26 main:574] : INFO : Epoch 1664 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 6746.65 ms [2021-11-09 03:34:33 main:574] : INFO : Epoch 1665 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 6781.82 ms [2021-11-09 03:34:40 main:574] : INFO : Epoch 1666 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 6750.33 ms [2021-11-09 03:34:47 main:574] : INFO : Epoch 1667 | loss: 0.0312497 | val_loss: 0.031249 | Time: 6749.35 ms [2021-11-09 03:34:53 main:574] : INFO : Epoch 1668 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 6741.94 ms [2021-11-09 03:35:00 main:574] : INFO : Epoch 1669 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 6757.44 ms [2021-11-09 03:35:07 main:574] : INFO : Epoch 1670 | loss: 0.0312491 | val_loss: 0.031249 | Time: 6747.92 ms [2021-11-09 03:35:14 main:574] : INFO : Epoch 1671 | loss: 0.0312494 | val_loss: 0.0312513 | Time: 6751.24 ms [2021-11-09 03:35:20 main:574] : INFO : Epoch 1672 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 6775.16 ms [2021-11-09 03:35:27 main:574] : INFO : Epoch 1673 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 6751 ms [2021-11-09 03:35:34 main:574] : INFO : Epoch 1674 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 6758.84 ms [2021-11-09 03:35:41 main:574] : INFO : Epoch 1675 | loss: 0.0312492 | val_loss: 0.031252 | Time: 6759.15 ms [2021-11-09 03:35:47 main:574] : INFO : Epoch 1676 | loss: 0.03125 | val_loss: 0.0312497 | Time: 6753.49 ms [2021-11-09 03:35:54 main:574] : INFO : Epoch 1677 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 6744.64 ms [2021-11-09 03:36:01 main:574] : INFO : Epoch 1678 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 6730.1 ms [2021-11-09 03:36:28 main:574] : INFO : Epoch 1679 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 27432.5 ms [2021-11-09 03:36:35 main:574] : INFO : Epoch 1680 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 6738.51 ms [2021-11-09 03:36:42 main:574] : INFO : Epoch 1681 | loss: 0.0312513 | val_loss: 0.0312495 | Time: 6759.35 ms [2021-11-09 03:36:49 main:574] : INFO : Epoch 1682 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 6734.01 ms [2021-11-09 03:36:56 main:574] : INFO : Epoch 1683 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 6738.89 ms [2021-11-09 03:37:02 main:574] : INFO : Epoch 1684 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 6754.4 ms [2021-11-09 03:37:09 main:574] : INFO : Epoch 1685 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 6750.78 ms [2021-11-09 03:37:16 main:574] : INFO : Epoch 1686 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 6729.58 ms [2021-11-09 03:37:23 main:574] : INFO : Epoch 1687 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 6752.87 ms [2021-11-09 03:37:29 main:574] : INFO : Epoch 1688 | loss: 0.0312491 | val_loss: 0.0312512 | Time: 6748.17 ms [2021-11-09 03:37:36 main:574] : INFO : Epoch 1689 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 6755.17 ms [2021-11-09 03:37:43 main:574] : INFO : Epoch 1690 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 6746.94 ms [2021-11-09 03:37:50 main:574] : INFO : Epoch 1691 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 6732.83 ms [2021-11-09 03:37:56 main:574] : INFO : Epoch 1692 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 6751.21 ms [2021-11-09 03:38:03 main:574] : INFO : Epoch 1693 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 6748.06 ms [2021-11-09 03:38:10 main:574] : INFO : Epoch 1694 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 6760.79 ms [2021-11-09 03:38:17 main:574] : INFO : Epoch 1695 | loss: 0.0312495 | val_loss: 0.031249 | Time: 6759.39 ms [2021-11-09 03:38:23 main:574] : INFO : Epoch 1696 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 6744.32 ms [2021-11-09 03:38:30 main:574] : INFO : Epoch 1697 | loss: 0.0312492 | val_loss: 0.0312504 | Time: 6739.46 ms [2021-11-09 03:38:37 main:574] : INFO : Epoch 1698 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 6746.47 ms [2021-11-09 03:38:44 main:574] : INFO : Epoch 1699 | loss: 0.0312495 | val_loss: 0.0312516 | Time: 6756.03 ms [2021-11-09 03:38:50 main:574] : INFO : Epoch 1700 | loss: 0.0312512 | val_loss: 0.0312498 | Time: 6749.08 ms [2021-11-09 03:38:57 main:574] : INFO : Epoch 1701 | loss: 0.0312501 | val_loss: 0.0312493 | Time: 6760.54 ms [2021-11-09 03:39:04 main:574] : INFO : Epoch 1702 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 6738.73 ms [2021-11-09 03:39:11 main:574] : INFO : Epoch 1703 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 6737.59 ms [2021-11-09 03:39:17 main:574] : INFO : Epoch 1704 | loss: 0.0312507 | val_loss: 0.0312561 | Time: 6747.04 ms [2021-11-09 03:39:24 main:574] : INFO : Epoch 1705 | loss: 0.0312522 | val_loss: 0.0312514 | Time: 6791.01 ms [2021-11-09 03:39:31 main:574] : INFO : Epoch 1706 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 6744.29 ms [2021-11-09 03:39:38 main:574] : INFO : Epoch 1707 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 6773.56 ms [2021-11-09 03:39:45 main:574] : INFO : Epoch 1708 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 6798.65 ms [2021-11-09 03:40:32 main:574] : INFO : Epoch 1709 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 47589.5 ms [2021-11-09 03:40:39 main:574] : INFO : Epoch 1710 | loss: 0.0312506 | val_loss: 0.0312491 | Time: 6673.53 ms [2021-11-09 03:40:46 main:574] : INFO : Epoch 1711 | loss: 0.0312497 | val_loss: 0.031249 | Time: 6742.91 ms [2021-11-09 03:40:53 main:574] : INFO : Epoch 1712 | loss: 0.0312495 | val_loss: 0.0312519 | Time: 7094.8 ms [2021-11-09 03:41:00 main:574] : INFO : Epoch 1713 | loss: 0.031251 | val_loss: 0.0312515 | Time: 6738.04 ms [2021-11-09 03:41:06 main:574] : INFO : Epoch 1714 | loss: 0.03125 | val_loss: 0.0312496 | Time: 6753.59 ms [2021-11-09 03:41:13 main:574] : INFO : Epoch 1715 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 6939.62 ms [2021-11-09 03:41:30 main:574] : INFO : Epoch 1716 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 16956.8 ms [2021-11-09 03:41:37 main:574] : INFO : Epoch 1717 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 6723.29 ms [2021-11-09 03:41:44 main:574] : INFO : Epoch 1718 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 6754.83 ms [2021-11-09 03:41:51 main:574] : INFO : Epoch 1719 | loss: 0.031251 | val_loss: 0.0312496 | Time: 6747.45 ms [2021-11-09 03:41:57 main:574] : INFO : Epoch 1720 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 6742.92 ms [2021-11-09 03:42:04 main:574] : INFO : Epoch 1721 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 6740.15 ms [2021-11-09 03:42:11 main:574] : INFO : Epoch 1722 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 6764.09 ms [2021-11-09 03:42:18 main:574] : INFO : Epoch 1723 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 6748.69 ms [2021-11-09 03:42:24 main:574] : INFO : Epoch 1724 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 6737.43 ms [2021-11-09 03:42:31 main:574] : INFO : Epoch 1725 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 6740.21 ms [2021-11-09 03:42:38 main:574] : INFO : Epoch 1726 | loss: 0.031249 | val_loss: 0.0312498 | Time: 6755.18 ms [2021-11-09 03:42:45 main:574] : INFO : Epoch 1727 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 6745.41 ms [2021-11-09 03:42:51 main:574] : INFO : Epoch 1728 | loss: 0.0312496 | val_loss: 0.03125 | Time: 6742.07 ms [2021-11-09 03:42:58 main:574] : INFO : Epoch 1729 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 6765.14 ms [2021-11-09 03:43:05 main:574] : INFO : Epoch 1730 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 6753.89 ms [2021-11-09 03:43:12 main:574] : INFO : Epoch 1731 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 6747.75 ms [2021-11-09 03:43:18 main:574] : INFO : Epoch 1732 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 6747.89 ms [2021-11-09 03:43:25 main:574] : INFO : Epoch 1733 | loss: 0.03125 | val_loss: 0.0312491 | Time: 6739.32 ms [2021-11-09 03:43:32 main:574] : INFO : Epoch 1734 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 6766.45 ms [2021-11-09 03:43:39 main:574] : INFO : Epoch 1735 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 6741.19 ms [2021-11-09 03:43:46 main:574] : INFO : Epoch 1736 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 6751.92 ms [2021-11-09 03:43:52 main:574] : INFO : Epoch 1737 | loss: 0.0312489 | val_loss: 0.0312492 | Time: 6738.21 ms [2021-11-09 03:43:59 main:574] : INFO : Epoch 1738 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 6737.15 ms [2021-11-09 03:44:06 main:574] : INFO : Epoch 1739 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 6744.5 ms [2021-11-09 03:44:13 main:574] : INFO : Epoch 1740 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 6770.65 ms [2021-11-09 03:44:19 main:574] : INFO : Epoch 1741 | loss: 0.0312497 | val_loss: 0.0312535 | Time: 6749.44 ms [2021-11-09 03:44:26 main:574] : INFO : Epoch 1742 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 6740.91 ms [2021-11-09 03:44:33 main:574] : INFO : Epoch 1743 | loss: 0.0312497 | val_loss: 0.0312527 | Time: 6761.16 ms [2021-11-09 03:44:40 main:574] : INFO : Epoch 1744 | loss: 0.0312507 | val_loss: 0.03125 | Time: 6737.68 ms [2021-11-09 03:44:46 main:574] : INFO : Epoch 1745 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 6735.22 ms [2021-11-09 03:44:53 main:574] : INFO : Epoch 1746 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 6745.34 ms [2021-11-09 03:45:00 main:574] : INFO : Epoch 1747 | loss: 0.0312498 | val_loss: 0.0312493 | Time: 6750.1 ms [2021-11-09 03:45:07 main:574] : INFO : Epoch 1748 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 6745.37 ms [2021-11-09 03:45:14 main:574] : INFO : Epoch 1749 | loss: 0.0312512 | val_loss: 0.0312519 | Time: 6734.35 ms [2021-11-09 03:45:20 main:574] : INFO : Epoch 1750 | loss: 0.0312516 | val_loss: 0.0312508 | Time: 6747.11 ms [2021-11-09 03:45:27 main:574] : INFO : Epoch 1751 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 6751.1 ms [2021-11-09 03:45:34 main:574] : INFO : Epoch 1752 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 6743.18 ms [2021-11-09 03:45:41 main:574] : INFO : Epoch 1753 | loss: 0.0312499 | val_loss: 0.0312519 | Time: 6745.91 ms [2021-11-09 03:45:47 main:574] : INFO : Epoch 1754 | loss: 0.0312503 | val_loss: 0.0312492 | Time: 6747.6 ms [2021-11-09 03:45:54 main:574] : INFO : Epoch 1755 | loss: 0.03125 | val_loss: 0.0312502 | Time: 6740.4 ms [2021-11-09 03:46:01 main:574] : INFO : Epoch 1756 | loss: 0.0312501 | val_loss: 0.0312491 | Time: 6758.88 ms [2021-11-09 03:46:08 main:574] : INFO : Epoch 1757 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 6756.92 ms [2021-11-09 03:46:14 main:574] : INFO : Epoch 1758 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 6740.71 ms [2021-11-09 03:46:21 main:574] : INFO : Epoch 1759 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 6741.5 ms [2021-11-09 03:46:28 main:574] : INFO : Epoch 1760 | loss: 0.0312495 | val_loss: 0.0312531 | Time: 7209.81 ms [2021-11-09 03:46:45 main:574] : INFO : Epoch 1761 | loss: 0.0312508 | val_loss: 0.0312496 | Time: 16985.4 ms [2021-11-09 03:46:52 main:574] : INFO : Epoch 1762 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 6742.94 ms [2021-11-09 03:46:59 main:574] : INFO : Epoch 1763 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 6750.79 ms [2021-11-09 03:47:06 main:574] : INFO : Epoch 1764 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 6746.87 ms [2021-11-09 03:47:12 main:574] : INFO : Epoch 1765 | loss: 0.0312498 | val_loss: 0.031249 | Time: 6748.42 ms [2021-11-09 03:47:19 main:574] : INFO : Epoch 1766 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 6746.5 ms [2021-11-09 03:47:26 main:574] : INFO : Epoch 1767 | loss: 0.0312502 | val_loss: 0.0312493 | Time: 6745.92 ms [2021-11-09 03:47:33 main:574] : INFO : Epoch 1768 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 6748.51 ms [2021-11-09 03:47:39 main:574] : INFO : Epoch 1769 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 6740.57 ms [2021-11-09 03:47:46 main:574] : INFO : Epoch 1770 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 6734.99 ms [2021-11-09 03:47:53 main:574] : INFO : Epoch 1771 | loss: 0.03125 | val_loss: 0.0312491 | Time: 6747.8 ms [2021-11-09 03:48:00 main:574] : INFO : Epoch 1772 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 6743.66 ms [2021-11-09 03:48:06 main:574] : INFO : Epoch 1773 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 6743.38 ms [2021-11-09 03:48:13 main:574] : INFO : Epoch 1774 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 6763.9 ms [2021-11-09 03:48:20 main:574] : INFO : Epoch 1775 | loss: 0.0312493 | val_loss: 0.0312491 | Time: 6738.87 ms [2021-11-09 03:48:27 main:574] : INFO : Epoch 1776 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 6750.86 ms [2021-11-09 03:48:34 main:574] : INFO : Epoch 1777 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 6768.86 ms [2021-11-09 03:48:40 main:574] : INFO : Epoch 1778 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 6738.17 ms [2021-11-09 03:48:47 main:574] : INFO : Epoch 1779 | loss: 0.0312502 | val_loss: 0.0312528 | Time: 6748.8 ms [2021-11-09 03:48:54 main:574] : INFO : Epoch 1780 | loss: 0.0312507 | val_loss: 0.0312496 | Time: 6746.86 ms [2021-11-09 03:49:01 main:574] : INFO : Epoch 1781 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 6794.9 ms [2021-11-09 03:49:07 main:574] : INFO : Epoch 1782 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 6750.03 ms [2021-11-09 03:49:14 main:574] : INFO : Epoch 1783 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 6748.87 ms [2021-11-09 03:49:21 main:574] : INFO : Epoch 1784 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 6749.44 ms [2021-11-09 03:49:28 main:574] : INFO : Epoch 1785 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 6752.71 ms [2021-11-09 03:49:34 main:574] : INFO : Epoch 1786 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 6759.24 ms [2021-11-09 03:49:41 main:574] : INFO : Epoch 1787 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 6729.8 ms [2021-11-09 03:49:48 main:574] : INFO : Epoch 1788 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 6756.53 ms [2021-11-09 03:49:55 main:574] : INFO : Epoch 1789 | loss: 0.03125 | val_loss: 0.0312495 | Time: 6746.74 ms [2021-11-09 03:50:01 main:574] : INFO : Epoch 1790 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 6744.96 ms [2021-11-09 03:50:08 main:574] : INFO : Epoch 1791 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 6757.99 ms [2021-11-09 03:50:15 main:574] : INFO : Epoch 1792 | loss: 0.0312539 | val_loss: 0.0312612 | Time: 6765.17 ms [2021-11-09 03:50:22 main:574] : INFO : Epoch 1793 | loss: 0.0312537 | val_loss: 0.0312521 | Time: 6770.54 ms [2021-11-09 03:50:29 main:574] : INFO : Epoch 1794 | loss: 0.0312522 | val_loss: 0.0312498 | Time: 6755.96 ms [2021-11-09 03:50:35 main:574] : INFO : Epoch 1795 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 6744.87 ms [2021-11-09 03:50:42 main:574] : INFO : Epoch 1796 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 6744.66 ms [2021-11-09 03:50:49 main:574] : INFO : Epoch 1797 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 6767.94 ms [2021-11-09 03:50:56 main:574] : INFO : Epoch 1798 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 6743.58 ms [2021-11-09 03:51:02 main:574] : INFO : Epoch 1799 | loss: 0.0312498 | val_loss: 0.0312488 | Time: 6749.73 ms [2021-11-09 03:51:09 main:574] : INFO : Epoch 1800 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 6742.87 ms [2021-11-09 03:51:16 main:574] : INFO : Epoch 1801 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 6744.33 ms [2021-11-09 03:51:23 main:574] : INFO : Epoch 1802 | loss: 0.0312493 | val_loss: 0.031251 | Time: 6747.26 ms [2021-11-09 03:51:29 main:574] : INFO : Epoch 1803 | loss: 0.031249 | val_loss: 0.0312488 | Time: 6749.26 ms [2021-11-09 03:51:37 main:574] : INFO : Epoch 1804 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 7055.27 ms [2021-11-09 03:51:43 main:574] : INFO : Epoch 1805 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 6836.71 ms [2021-11-09 03:52:00 main:574] : INFO : Epoch 1806 | loss: 0.0312498 | val_loss: 0.031249 | Time: 16754.9 ms [2021-11-09 03:52:07 main:574] : INFO : Epoch 1807 | loss: 0.0312507 | val_loss: 0.0312494 | Time: 6743.07 ms [2021-11-09 03:52:14 main:574] : INFO : Epoch 1808 | loss: 0.0312495 | val_loss: 0.031249 | Time: 6753.42 ms [2021-11-09 03:52:20 main:574] : INFO : Epoch 1809 | loss: 0.031249 | val_loss: 0.0312506 | Time: 6753.58 ms [2021-11-09 03:52:27 main:574] : INFO : Epoch 1810 | loss: 0.0312493 | val_loss: 0.031249 | Time: 6750.28 ms [2021-11-09 03:52:34 main:574] : INFO : Epoch 1811 | loss: 0.0312491 | val_loss: 0.03125 | Time: 6762.03 ms [2021-11-09 03:52:41 main:574] : INFO : Epoch 1812 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 6745.16 ms [2021-11-09 03:52:48 main:574] : INFO : Epoch 1813 | loss: 0.0312509 | val_loss: 0.0312496 | Time: 6745.71 ms [2021-11-09 03:52:54 main:574] : INFO : Epoch 1814 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 6756.35 ms [2021-11-09 03:53:01 main:574] : INFO : Epoch 1815 | loss: 0.0312488 | val_loss: 0.0312526 | Time: 6743.96 ms [2021-11-09 03:53:08 main:574] : INFO : Epoch 1816 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 6747.37 ms [2021-11-09 03:53:15 main:574] : INFO : Epoch 1817 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 6744.01 ms [2021-11-09 03:53:21 main:574] : INFO : Epoch 1818 | loss: 0.0312495 | val_loss: 0.0312493 | Time: 6739.44 ms [2021-11-09 03:53:28 main:574] : INFO : Epoch 1819 | loss: 0.03125 | val_loss: 0.0312499 | Time: 6764.62 ms [2021-11-09 03:53:35 main:574] : INFO : Epoch 1820 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6755.43 ms [2021-11-09 03:53:42 main:574] : INFO : Epoch 1821 | loss: 0.0312506 | val_loss: 0.0312491 | Time: 6743.58 ms [2021-11-09 03:53:48 main:574] : INFO : Epoch 1822 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 6757.23 ms [2021-11-09 03:53:55 main:574] : INFO : Epoch 1823 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 6769.58 ms [2021-11-09 03:54:02 main:574] : INFO : Epoch 1824 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 6764.33 ms [2021-11-09 03:54:09 main:574] : INFO : Epoch 1825 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 6746.51 ms [2021-11-09 03:54:16 main:574] : INFO : Epoch 1826 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 6739.96 ms [2021-11-09 03:54:22 main:574] : INFO : Epoch 1827 | loss: 0.0312528 | val_loss: 0.031281 | Time: 6739.06 ms [2021-11-09 03:54:29 main:574] : INFO : Epoch 1828 | loss: 0.0312578 | val_loss: 0.0312528 | Time: 6741.59 ms [2021-11-09 03:54:36 main:574] : INFO : Epoch 1829 | loss: 0.0312542 | val_loss: 0.0312529 | Time: 6743.88 ms [2021-11-09 03:54:43 main:574] : INFO : Epoch 1830 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 6776.21 ms [2021-11-09 03:54:49 main:574] : INFO : Epoch 1831 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 6747.54 ms [2021-11-09 03:54:56 main:574] : INFO : Epoch 1832 | loss: 0.0312511 | val_loss: 0.0312521 | Time: 6746.21 ms [2021-11-09 03:55:03 main:574] : INFO : Epoch 1833 | loss: 0.0312512 | val_loss: 0.0312554 | Time: 6759.72 ms [2021-11-09 03:55:10 main:574] : INFO : Epoch 1834 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 6741.24 ms [2021-11-09 03:55:16 main:574] : INFO : Epoch 1835 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 6760.63 ms [2021-11-09 03:55:23 main:574] : INFO : Epoch 1836 | loss: 0.0312488 | val_loss: 0.0312512 | Time: 6759.27 ms [2021-11-09 03:55:30 main:574] : INFO : Epoch 1837 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 6752.37 ms [2021-11-09 03:55:37 main:574] : INFO : Epoch 1838 | loss: 0.03125 | val_loss: 0.0312493 | Time: 6782.88 ms [2021-11-09 03:55:44 main:574] : INFO : Epoch 1839 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 6748.01 ms [2021-11-09 03:55:50 main:574] : INFO : Epoch 1840 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 6741.57 ms [2021-11-09 03:55:57 main:574] : INFO : Epoch 1841 | loss: 0.0312502 | val_loss: 0.0312522 | Time: 6773.16 ms [2021-11-09 03:56:04 main:574] : INFO : Epoch 1842 | loss: 0.031251 | val_loss: 0.0312497 | Time: 6745.71 ms [2021-11-09 03:56:11 main:574] : INFO : Epoch 1843 | loss: 0.0312493 | val_loss: 0.0312513 | Time: 6731.08 ms [2021-11-09 03:56:17 main:574] : INFO : Epoch 1844 | loss: 0.03125 | val_loss: 0.031249 | Time: 6753.57 ms [2021-11-09 03:56:24 main:574] : INFO : Epoch 1845 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 6742.06 ms [2021-11-09 03:56:31 main:574] : INFO : Epoch 1846 | loss: 0.03125 | val_loss: 0.0312492 | Time: 6754.28 ms [2021-11-09 03:56:38 main:574] : INFO : Epoch 1847 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 6762.19 ms [2021-11-09 03:56:45 main:574] : INFO : Epoch 1848 | loss: 0.03125 | val_loss: 0.0312489 | Time: 7134.68 ms [2021-11-09 03:57:12 main:574] : INFO : Epoch 1849 | loss: 0.031249 | val_loss: 0.0312488 | Time: 27390.5 ms [2021-11-09 03:57:19 main:574] : INFO : Epoch 1850 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 6777.99 ms [2021-11-09 03:57:26 main:574] : INFO : Epoch 1851 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 6797.42 ms [2021-11-09 03:58:03 main:574] : INFO : Epoch 1852 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 37273.3 ms [2021-11-09 03:58:10 main:574] : INFO : Epoch 1853 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 6737.33 ms [2021-11-09 03:58:17 main:574] : INFO : Epoch 1854 | loss: 0.0312495 | val_loss: 0.03125 | Time: 6727.78 ms [2021-11-09 03:58:23 main:574] : INFO : Epoch 1855 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 6736.83 ms [2021-11-09 03:58:30 main:574] : INFO : Epoch 1856 | loss: 0.031249 | val_loss: 0.031249 | Time: 6738.4 ms [2021-11-09 03:58:37 main:574] : INFO : Epoch 1857 | loss: 0.0312487 | val_loss: 0.0312488 | Time: 6762.7 ms [2021-11-09 03:58:44 main:574] : INFO : Epoch 1858 | loss: 0.0312491 | val_loss: 0.0312517 | Time: 6743.07 ms [2021-11-09 03:58:50 main:574] : INFO : Epoch 1859 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 6738.95 ms [2021-11-09 03:58:57 main:574] : INFO : Epoch 1860 | loss: 0.031249 | val_loss: 0.0312486 | Time: 6751.54 ms [2021-11-09 03:59:04 main:574] : INFO : Epoch 1861 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 6749.76 ms [2021-11-09 03:59:11 main:574] : INFO : Epoch 1862 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 6746.71 ms [2021-11-09 03:59:18 main:574] : INFO : Epoch 1863 | loss: 0.0312509 | val_loss: 0.031249 | Time: 6743.31 ms [2021-11-09 03:59:24 main:574] : INFO : Epoch 1864 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 6780.34 ms [2021-11-09 03:59:31 main:574] : INFO : Epoch 1865 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 6761.5 ms [2021-11-09 03:59:38 main:574] : INFO : Epoch 1866 | loss: 0.0312516 | val_loss: 0.0312625 | Time: 6747.22 ms [2021-11-09 03:59:45 main:574] : INFO : Epoch 1867 | loss: 0.0312531 | val_loss: 0.0312505 | Time: 6743.14 ms [2021-11-09 03:59:51 main:574] : INFO : Epoch 1868 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 6749.83 ms [2021-11-09 03:59:58 main:574] : INFO : Epoch 1869 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 6793.51 ms [2021-11-09 04:00:05 main:574] : INFO : Epoch 1870 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 6751.44 ms [2021-11-09 04:00:12 main:574] : INFO : Epoch 1871 | loss: 0.0312498 | val_loss: 0.0312494 | Time: 6754.03 ms [2021-11-09 04:00:18 main:574] : INFO : Epoch 1872 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 6741.07 ms [2021-11-09 04:00:25 main:574] : INFO : Epoch 1873 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 6751.84 ms [2021-11-09 04:00:32 main:574] : INFO : Epoch 1874 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 6762.48 ms [2021-11-09 04:00:39 main:574] : INFO : Epoch 1875 | loss: 0.0312512 | val_loss: 0.0312498 | Time: 6750.75 ms [2021-11-09 04:00:46 main:574] : INFO : Epoch 1876 | loss: 0.0312494 | val_loss: 0.0312491 | Time: 6781.48 ms [2021-11-09 04:00:52 main:574] : INFO : Epoch 1877 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 6745.68 ms [2021-11-09 04:00:59 main:574] : INFO : Epoch 1878 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 6754.49 ms [2021-11-09 04:01:06 main:574] : INFO : Epoch 1879 | loss: 0.0312495 | val_loss: 0.0312489 | Time: 6742.49 ms [2021-11-09 04:01:13 main:574] : INFO : Epoch 1880 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 6757.1 ms [2021-11-09 04:01:19 main:574] : INFO : Epoch 1881 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 6746.24 ms [2021-11-09 04:01:26 main:574] : INFO : Epoch 1882 | loss: 0.0312493 | val_loss: 0.0312484 | Time: 6768.52 ms [2021-11-09 04:01:33 main:574] : INFO : Epoch 1883 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 6743.94 ms [2021-11-09 04:01:40 main:574] : INFO : Epoch 1884 | loss: 0.0312494 | val_loss: 0.031249 | Time: 6757.66 ms [2021-11-09 04:01:46 main:574] : INFO : Epoch 1885 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 6771.57 ms [2021-11-09 04:01:53 main:574] : INFO : Epoch 1886 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 6910.81 ms [2021-11-09 04:02:11 main:574] : INFO : Epoch 1887 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 17213.9 ms [2021-11-09 04:02:18 main:574] : INFO : Epoch 1888 | loss: 0.03125 | val_loss: 0.0312526 | Time: 6757.6 ms [2021-11-09 04:02:24 main:574] : INFO : Epoch 1889 | loss: 0.0312504 | val_loss: 0.0312493 | Time: 6750.67 ms [2021-11-09 04:02:31 main:574] : INFO : Epoch 1890 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 6742.91 ms [2021-11-09 04:02:38 main:574] : INFO : Epoch 1891 | loss: 0.031249 | val_loss: 0.0312488 | Time: 6741.33 ms [2021-11-09 04:02:45 main:574] : INFO : Epoch 1892 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 6743.07 ms [2021-11-09 04:02:51 main:574] : INFO : Epoch 1893 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 6770.85 ms [2021-11-09 04:02:58 main:574] : INFO : Epoch 1894 | loss: 0.031249 | val_loss: 0.0312486 | Time: 6762.61 ms [2021-11-09 04:03:05 main:574] : INFO : Epoch 1895 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 6753.69 ms [2021-11-09 04:03:12 main:574] : INFO : Epoch 1896 | loss: 0.0312498 | val_loss: 0.0312487 | Time: 6757.32 ms [2021-11-09 04:03:18 main:574] : INFO : Epoch 1897 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 6729.4 ms [2021-11-09 04:03:25 main:574] : INFO : Epoch 1898 | loss: 0.0312506 | val_loss: 0.0312527 | Time: 6740.67 ms [2021-11-09 04:03:32 main:574] : INFO : Epoch 1899 | loss: 0.0312509 | val_loss: 0.031258 | Time: 6748.92 ms [2021-11-09 04:03:39 main:574] : INFO : Epoch 1900 | loss: 0.0312532 | val_loss: 0.0312499 | Time: 6742.04 ms [2021-11-09 04:03:45 main:574] : INFO : Epoch 1901 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 6757.88 ms [2021-11-09 04:03:52 main:574] : INFO : Epoch 1902 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 6752.36 ms [2021-11-09 04:03:59 main:574] : INFO : Epoch 1903 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 6746.87 ms [2021-11-09 04:04:06 main:574] : INFO : Epoch 1904 | loss: 0.0312494 | val_loss: 0.0312485 | Time: 6784.33 ms [2021-11-09 04:04:13 main:574] : INFO : Epoch 1905 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 6751.87 ms [2021-11-09 04:04:19 main:574] : INFO : Epoch 1906 | loss: 0.0312499 | val_loss: 0.0312488 | Time: 6751.6 ms [2021-11-09 04:04:26 main:574] : INFO : Epoch 1907 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6755.47 ms [2021-11-09 04:04:33 main:574] : INFO : Epoch 1908 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 6748.54 ms [2021-11-09 04:04:40 main:574] : INFO : Epoch 1909 | loss: 0.0312501 | val_loss: 0.03125 | Time: 6740.09 ms [2021-11-09 04:04:46 main:574] : INFO : Epoch 1910 | loss: 0.0312507 | val_loss: 0.0312552 | Time: 6757.53 ms [2021-11-09 04:04:53 main:574] : INFO : Epoch 1911 | loss: 0.0312509 | val_loss: 0.0312524 | Time: 6751.53 ms [2021-11-09 04:05:00 main:574] : INFO : Epoch 1912 | loss: 0.03125 | val_loss: 0.0312488 | Time: 6737.11 ms [2021-11-09 04:05:07 main:574] : INFO : Epoch 1913 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 6733.24 ms [2021-11-09 04:05:13 main:574] : INFO : Epoch 1914 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 6754.66 ms [2021-11-09 04:05:20 main:574] : INFO : Epoch 1915 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 6740.56 ms [2021-11-09 04:05:27 main:574] : INFO : Epoch 1916 | loss: 0.0312492 | val_loss: 0.0312489 | Time: 6763.02 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce 930MX) [2021-11-09 05:48:17 main:435] : INFO : Set logging level to 1 [2021-11-09 05:48:17 main:441] : INFO : Running in BOINC Client mode [2021-11-09 05:48:17 main:444] : INFO : Resolving all filenames [2021-11-09 05:48:17 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-09 05:48:17 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636180779-8983-0_0_r1911443211_1 (exists = 1) [2021-11-09 05:48:17 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636180779-8983-0_0_r1911443211_0 (exists = 0) [2021-11-09 05:48:17 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-11-09 05:48:17 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-09 05:48:17 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-09 05:48:17 main:474] : INFO : Configuration: [2021-11-09 05:48:17 main:475] : INFO : Model type: GRU [2021-11-09 05:48:17 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-09 05:48:17 main:477] : INFO : Max Epochs: 2048 [2021-11-09 05:48:17 main:478] : INFO : Batch Size: 128 [2021-11-09 05:48:17 main:479] : INFO : Learning Rate: 0.01 [2021-11-09 05:48:17 main:480] : INFO : Patience: 10 [2021-11-09 05:48:17 main:481] : INFO : Hidden Width: 12 [2021-11-09 05:48:17 main:482] : INFO : # Recurrent Layers: 4 [2021-11-09 05:48:17 main:483] : INFO : # Backend Layers: 4 [2021-11-09 05:48:17 main:484] : INFO : # Threads: 1 [2021-11-09 05:48:17 main:486] : INFO : Preparing Dataset [2021-11-09 05:48:17 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce 930MX) [2021-11-09 05:51:08 main:435] : INFO : Set logging level to 1 [2021-11-09 05:51:08 main:441] : INFO : Running in BOINC Client mode [2021-11-09 05:51:08 main:444] : INFO : Resolving all filenames [2021-11-09 05:51:08 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-09 05:51:08 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636180779-8983-0_0_r1911443211_1 (exists = 1) [2021-11-09 05:51:08 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636180779-8983-0_0_r1911443211_0 (exists = 0) [2021-11-09 05:51:08 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-11-09 05:51:08 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-09 05:51:08 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-09 05:51:08 main:474] : INFO : Configuration: [2021-11-09 05:51:08 main:475] : INFO : Model type: GRU [2021-11-09 05:51:08 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-09 05:51:08 main:477] : INFO : Max Epochs: 2048 [2021-11-09 05:51:08 main:478] : INFO : Batch Size: 128 [2021-11-09 05:51:08 main:479] : INFO : Learning Rate: 0.01 [2021-11-09 05:51:08 main:480] : INFO : Patience: 10 [2021-11-09 05:51:08 main:481] : INFO : Hidden Width: 12 [2021-11-09 05:51:08 main:482] : INFO : # Recurrent Layers: 4 [2021-11-09 05:51:08 main:483] : INFO : # Backend Layers: 4 [2021-11-09 05:51:08 main:484] : INFO : # Threads: 1 [2021-11-09 05:51:08 main:486] : INFO : Preparing Dataset [2021-11-09 05:51:08 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 05:51:09 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 05:51:13 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-09 05:51:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 05:51:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 05:51:13 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-09 05:51:13 main:494] : INFO : Creating Model [2021-11-09 05:51:13 main:507] : INFO : Preparing config file [2021-11-09 05:51:13 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-09 05:51:13 main:512] : INFO : Loading config [2021-11-09 05:51:13 main:514] : INFO : Loading state [2021-11-09 05:51:15 main:559] : INFO : Loading DataLoader into Memory [2021-11-09 05:51:15 main:562] : INFO : Starting Training [2021-11-09 05:51:22 main:574] : INFO : Epoch 1904 | loss: 0.0312646 | val_loss: 0.0312489 | Time: 7420.46 ms [2021-11-09 05:51:29 main:574] : INFO : Epoch 1905 | loss: 0.0312421 | val_loss: 0.0312356 | Time: 6629.96 ms [2021-11-09 05:51:36 main:574] : INFO : Epoch 1906 | loss: 0.0312355 | val_loss: 0.031232 | Time: 6707.87 ms [2021-11-09 05:51:43 main:574] : INFO : Epoch 1907 | loss: 0.0312277 | val_loss: 0.0312206 | Time: 6735.19 ms [2021-11-09 05:51:49 main:574] : INFO : Epoch 1908 | loss: 0.0312173 | val_loss: 0.0311991 | Time: 6746.7 ms [2021-11-09 05:51:56 main:574] : INFO : Epoch 1909 | loss: 0.0311962 | val_loss: 0.0311887 | Time: 6737.12 ms [2021-11-09 05:52:03 main:574] : INFO : Epoch 1910 | loss: 0.0311931 | val_loss: 0.0311851 | Time: 6803.64 ms [2021-11-09 05:52:10 main:574] : INFO : Epoch 1911 | loss: 0.0311852 | val_loss: 0.0311828 | Time: 7222.12 ms [2021-11-09 05:52:17 main:574] : INFO : Epoch 1912 | loss: 0.0311876 | val_loss: 0.0311873 | Time: 6799.54 ms [2021-11-09 05:52:24 main:574] : INFO : Epoch 1913 | loss: 0.0311823 | val_loss: 0.0311802 | Time: 6791.43 ms [2021-11-09 05:53:21 main:574] : INFO : Epoch 1914 | loss: 0.0311864 | val_loss: 0.0311835 | Time: 57645.1 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce 930MX) [2021-11-09 05:56:25 main:435] : INFO : Set logging level to 1 [2021-11-09 05:56:25 main:441] : INFO : Running in BOINC Client mode [2021-11-09 05:56:25 main:444] : INFO : Resolving all filenames [2021-11-09 05:56:25 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-11-09 05:56:25 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636180779-8983-0_0_r1911443211_1 (exists = 1) [2021-11-09 05:56:25 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1636180779-8983-0_0_r1911443211_0 (exists = 0) [2021-11-09 05:56:25 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-11-09 05:56:25 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-11-09 05:56:25 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-11-09 05:56:25 main:474] : INFO : Configuration: [2021-11-09 05:56:25 main:475] : INFO : Model type: GRU [2021-11-09 05:56:25 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-11-09 05:56:25 main:477] : INFO : Max Epochs: 2048 [2021-11-09 05:56:25 main:478] : INFO : Batch Size: 128 [2021-11-09 05:56:25 main:479] : INFO : Learning Rate: 0.01 [2021-11-09 05:56:25 main:480] : INFO : Patience: 10 [2021-11-09 05:56:25 main:481] : INFO : Hidden Width: 12 [2021-11-09 05:56:25 main:482] : INFO : # Recurrent Layers: 4 [2021-11-09 05:56:25 main:483] : INFO : # Backend Layers: 4 [2021-11-09 05:56:25 main:484] : INFO : # Threads: 1 [2021-11-09 05:56:25 main:486] : INFO : Preparing Dataset [2021-11-09 05:56:25 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 05:56:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 05:56:29 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-11-09 05:56:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 05:56:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-11-09 05:56:29 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-11-09 05:56:29 main:494] : INFO : Creating Model [2021-11-09 05:56:29 main:507] : INFO : Preparing config file [2021-11-09 05:56:29 main:511] : INFO : Found checkpoint, attempting to load... [2021-11-09 05:56:29 main:512] : INFO : Loading config [2021-11-09 05:56:29 main:514] : INFO : Loading state [2021-11-09 05:56:30 main:559] : INFO : Loading DataLoader into Memory [2021-11-09 05:56:31 main:562] : INFO : Starting Training [2021-11-09 05:56:38 main:574] : INFO : Epoch 1904 | loss: 0.0312645 | val_loss: 0.03125 | Time: 7099.13 ms [2021-11-09 05:56:44 main:574] : INFO : Epoch 1905 | loss: 0.031242 | val_loss: 0.031243 | Time: 6559.26 ms [2021-11-09 05:56:51 main:574] : INFO : Epoch 1906 | loss: 0.0312356 | val_loss: 0.0312375 | Time: 6684.78 ms [2021-11-09 05:56:58 main:574] : INFO : Epoch 1907 | loss: 0.0312355 | val_loss: 0.0312395 | Time: 6730.12 ms [2021-11-09 05:57:04 main:574] : INFO : Epoch 1908 | loss: 0.0312329 | val_loss: 0.0312276 | Time: 6752.33 ms [2021-11-09 05:57:11 main:574] : INFO : Epoch 1909 | loss: 0.0312276 | val_loss: 0.0312282 | Time: 6760.34 ms [2021-11-09 05:57:18 main:574] : INFO : Epoch 1910 | loss: 0.0312233 | val_loss: 0.0312234 | Time: 6759.36 ms [2021-11-09 05:57:25 main:574] : INFO : Epoch 1911 | loss: 0.0312207 | val_loss: 0.0312215 | Time: 6823.51 ms [2021-11-09 05:57:32 main:574] : INFO : Epoch 1912 | loss: 0.0312194 | val_loss: 0.0312203 | Time: 6773.23 ms [2021-11-09 05:57:38 main:574] : INFO : Epoch 1913 | loss: 0.0312204 | val_loss: 0.0312172 | Time: 6756.48 ms [2021-11-09 05:57:45 main:574] : INFO : Epoch 1914 | loss: 0.0312125 | val_loss: 0.0312106 | Time: 6752.15 ms [2021-11-09 05:57:52 main:574] : INFO : Epoch 1915 | loss: 0.0312063 | val_loss: 0.0312051 | Time: 6738.38 ms [2021-11-09 05:57:59 main:574] : INFO : Epoch 1916 | loss: 0.0312082 | val_loss: 0.0312037 | Time: 7320.42 ms [2021-11-09 05:58:06 main:574] : INFO : Epoch 1917 | loss: 0.0312023 | val_loss: 0.0312031 | Time: 6800.56 ms [2021-11-09 05:58:13 main:574] : INFO : Epoch 1918 | loss: 0.0312012 | val_loss: 0.0312026 | Time: 6738.04 ms [2021-11-09 05:58:20 main:574] : INFO : Epoch 1919 | loss: 0.031202 | val_loss: 0.0312009 | Time: 6773.43 ms [2021-11-09 05:58:26 main:574] : INFO : Epoch 1920 | loss: 0.0311962 | val_loss: 0.0311999 | Time: 6851.83 ms [2021-11-09 05:59:24 main:574] : INFO : Epoch 1921 | loss: 0.0311957 | val_loss: 0.0311951 | Time: 57527.9 ms [2021-11-09 05:59:31 main:574] : INFO : Epoch 1922 | loss: 0.0311904 | val_loss: 0.0311951 | Time: 6598.2 ms [2021-11-09 05:59:37 main:574] : INFO : Epoch 1923 | loss: 0.0311903 | val_loss: 0.0312085 | Time: 6715.69 ms [2021-11-09 05:59:44 main:574] : INFO : Epoch 1924 | loss: 0.0311887 | val_loss: 0.0311875 | Time: 6747.01 ms [2021-11-09 05:59:51 main:574] : INFO : Epoch 1925 | loss: 0.031183 | val_loss: 0.0311872 | Time: 6860.44 ms [2021-11-09 05:59:58 main:574] : INFO : Epoch 1926 | loss: 0.0311864 | val_loss: 0.0311846 | Time: 6742.28 ms [2021-11-09 06:00:05 main:574] : INFO : Epoch 1927 | loss: 0.0311837 | val_loss: 0.031187 | Time: 6788.99 ms [2021-11-09 06:00:11 main:574] : INFO : Epoch 1928 | loss: 0.0311801 | val_loss: 0.031183 | Time: 6743.67 ms [2021-11-09 06:00:18 main:574] : INFO : Epoch 1929 | loss: 0.031182 | val_loss: 0.0311834 | Time: 6744.81 ms [2021-11-09 06:00:25 main:574] : INFO : Epoch 1930 | loss: 0.0311782 | val_loss: 0.0311826 | Time: 6749.2 ms [2021-11-09 06:00:32 main:574] : INFO : Epoch 1931 | loss: 0.0311766 | val_loss: 0.0311854 | Time: 6746.35 ms [2021-11-09 06:00:38 main:574] : INFO : Epoch 1932 | loss: 0.0311768 | val_loss: 0.0311848 | Time: 6753.65 ms [2021-11-09 06:00:45 main:574] : INFO : Epoch 1933 | loss: 0.0311746 | val_loss: 0.031183 | Time: 6755.03 ms [2021-11-09 06:00:52 main:574] : INFO : Epoch 1934 | loss: 0.0311764 | val_loss: 0.0311843 | Time: 6755.97 ms [2021-11-09 06:00:59 main:574] : INFO : Epoch 1935 | loss: 0.0311767 | val_loss: 0.0311868 | Time: 6760.6 ms [2021-11-09 06:01:06 main:574] : INFO : Epoch 1936 | loss: 0.031183 | val_loss: 0.0311898 | Time: 6756.76 ms [2021-11-09 06:01:12 main:574] : INFO : Epoch 1937 | loss: 0.0311758 | val_loss: 0.0311815 | Time: 6749.7 ms [2021-11-09 06:01:19 main:574] : INFO : Epoch 1938 | loss: 0.0311757 | val_loss: 0.0311912 | Time: 6772.69 ms [2021-11-09 06:01:26 main:574] : INFO : Epoch 1939 | loss: 0.0311763 | val_loss: 0.0311844 | Time: 6765.69 ms [2021-11-09 06:01:33 main:574] : INFO : Epoch 1940 | loss: 0.0311748 | val_loss: 0.0311871 | Time: 6746.31 ms [2021-11-09 06:01:39 main:574] : INFO : Epoch 1941 | loss: 0.0311788 | val_loss: 0.0311889 | Time: 6758.25 ms [2021-11-09 06:01:46 main:574] : INFO : Epoch 1942 | loss: 0.0311754 | val_loss: 0.0311846 | Time: 6771.79 ms [2021-11-09 06:01:53 main:574] : INFO : Epoch 1943 | loss: 0.0311722 | val_loss: 0.0311815 | Time: 6748.01 ms [2021-11-09 06:02:00 main:574] : INFO : Epoch 1944 | loss: 0.0311719 | val_loss: 0.0311849 | Time: 6774.13 ms [2021-11-09 06:02:07 main:574] : INFO : Epoch 1945 | loss: 0.0311715 | val_loss: 0.0311821 | Time: 6781.47 ms [2021-11-09 06:02:13 main:574] : INFO : Epoch 1946 | loss: 0.0311714 | val_loss: 0.0311837 | Time: 6749.73 ms [2021-11-09 06:02:20 main:574] : INFO : Epoch 1947 | loss: 0.0311718 | val_loss: 0.0311924 | Time: 6751.01 ms [2021-11-09 06:02:27 main:574] : INFO : Epoch 1948 | loss: 0.0311809 | val_loss: 0.0311902 | Time: 6764.5 ms [2021-11-09 06:02:34 main:574] : INFO : Epoch 1949 | loss: 0.0311725 | val_loss: 0.0311853 | Time: 6755.55 ms [2021-11-09 06:02:40 main:574] : INFO : Epoch 1950 | loss: 0.0311682 | val_loss: 0.0311842 | Time: 6755.05 ms [2021-11-09 06:02:47 main:574] : INFO : Epoch 1951 | loss: 0.0311705 | val_loss: 0.0311811 | Time: 6755.39 ms [2021-11-09 06:02:54 main:574] : INFO : Epoch 1952 | loss: 0.0311695 | val_loss: 0.0311857 | Time: 6747.31 ms [2021-11-09 06:03:01 main:574] : INFO : Epoch 1953 | loss: 0.0311685 | val_loss: 0.031187 | Time: 6830.13 ms [2021-11-09 06:03:08 main:574] : INFO : Epoch 1954 | loss: 0.0311724 | val_loss: 0.0311821 | Time: 6790.76 ms [2021-11-09 06:03:14 main:574] : INFO : Epoch 1955 | loss: 0.0311721 | val_loss: 0.0311997 | Time: 6763.33 ms [2021-11-09 06:03:21 main:574] : INFO : Epoch 1956 | loss: 0.0311715 | val_loss: 0.0311825 | Time: 6762.37 ms [2021-11-09 06:03:28 main:574] : INFO : Epoch 1957 | loss: 0.0311703 | val_loss: 0.0311811 | Time: 6750.55 ms [2021-11-09 06:03:35 main:574] : INFO : Epoch 1958 | loss: 0.031169 | val_loss: 0.0311892 | Time: 6759.93 ms [2021-11-09 06:03:42 main:574] : INFO : Epoch 1959 | loss: 0.0311688 | val_loss: 0.0311824 | Time: 6758.05 ms [2021-11-09 06:03:48 main:574] : INFO : Epoch 1960 | loss: 0.0311622 | val_loss: 0.0311802 | Time: 6760.28 ms [2021-11-09 06:03:55 main:574] : INFO : Epoch 1961 | loss: 0.0311621 | val_loss: 0.0311817 | Time: 6764.68 ms [2021-11-09 06:04:02 main:574] : INFO : Epoch 1962 | loss: 0.0311606 | val_loss: 0.0311805 | Time: 6817.55 ms [2021-11-09 06:04:09 main:574] : INFO : Epoch 1963 | loss: 0.0311642 | val_loss: 0.0311825 | Time: 7182.11 ms [2021-11-09 06:04:26 main:574] : INFO : Epoch 1964 | loss: 0.0311621 | val_loss: 0.0311847 | Time: 16939.8 ms [2021-11-09 06:04:33 main:574] : INFO : Epoch 1965 | loss: 0.0311655 | val_loss: 0.0311823 | Time: 6781.8 ms [2021-11-09 06:04:40 main:574] : INFO : Epoch 1966 | loss: 0.0311661 | val_loss: 0.0311817 | Time: 6754.56 ms [2021-11-09 06:04:46 main:574] : INFO : Epoch 1967 | loss: 0.0311636 | val_loss: 0.0311798 | Time: 6758.78 ms [2021-11-09 06:04:53 main:574] : INFO : Epoch 1968 | loss: 0.0311613 | val_loss: 0.0311822 | Time: 6755.07 ms [2021-11-09 06:05:00 main:574] : INFO : Epoch 1969 | loss: 0.0311613 | val_loss: 0.0311832 | Time: 6770.92 ms [2021-11-09 06:05:07 main:574] : INFO : Epoch 1970 | loss: 0.0311616 | val_loss: 0.0311859 | Time: 6852.11 ms [2021-11-09 06:05:14 main:574] : INFO : Epoch 1971 | loss: 0.0311599 | val_loss: 0.0311865 | Time: 6759.65 ms [2021-11-09 06:05:20 main:574] : INFO : Epoch 1972 | loss: 0.0311689 | val_loss: 0.0311791 | Time: 6755.69 ms [2021-11-09 06:05:27 main:574] : INFO : Epoch 1973 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 6767.28 ms [2021-11-09 06:05:34 main:574] : INFO : Epoch 1974 | loss: 0.0311658 | val_loss: 0.0311803 | Time: 6754.13 ms [2021-11-09 06:05:41 main:574] : INFO : Epoch 1975 | loss: 0.0311636 | val_loss: 0.0311805 | Time: 6773.86 ms [2021-11-09 06:05:47 main:574] : INFO : Epoch 1976 | loss: 0.031162 | val_loss: 0.0311801 | Time: 6753.27 ms [2021-11-09 06:05:54 main:574] : INFO : Epoch 1977 | loss: 0.0311612 | val_loss: 0.031179 | Time: 6769.66 ms [2021-11-09 06:06:01 main:574] : INFO : Epoch 1978 | loss: 0.0311603 | val_loss: 0.0311781 | Time: 6852.15 ms [2021-11-09 06:06:08 main:574] : INFO : Epoch 1979 | loss: 0.0311618 | val_loss: 0.0311779 | Time: 6748.34 ms [2021-11-09 06:06:15 main:574] : INFO : Epoch 1980 | loss: 0.0311585 | val_loss: 0.0311784 | Time: 6759.05 ms [2021-11-09 06:06:21 main:574] : INFO : Epoch 1981 | loss: 0.0311584 | val_loss: 0.0311781 | Time: 6756.64 ms [2021-11-09 06:06:28 main:574] : INFO : Epoch 1982 | loss: 0.0311582 | val_loss: 0.0311806 | Time: 6767.87 ms [2021-11-09 06:06:35 main:574] : INFO : Epoch 1983 | loss: 0.0311597 | val_loss: 0.0311848 | Time: 6754.03 ms [2021-11-09 06:06:42 main:574] : INFO : Epoch 1984 | loss: 0.03116 | val_loss: 0.0311926 | Time: 6768.91 ms [2021-11-09 06:06:49 main:574] : INFO : Epoch 1985 | loss: 0.0311604 | val_loss: 0.0311815 | Time: 6747.18 ms [2021-11-09 06:06:55 main:574] : INFO : Epoch 1986 | loss: 0.0311574 | val_loss: 0.0311821 | Time: 6770.3 ms [2021-11-09 06:07:02 main:574] : INFO : Epoch 1987 | loss: 0.0311568 | val_loss: 0.0311817 | Time: 6836.09 ms [2021-11-09 06:07:09 main:574] : INFO : Epoch 1988 | loss: 0.0311601 | val_loss: 0.0311915 | Time: 6760 ms [2021-11-09 06:07:16 main:574] : INFO : Epoch 1989 | loss: 0.031163 | val_loss: 0.031189 | Time: 6768.71 ms [2021-11-09 06:07:23 main:574] : INFO : Epoch 1990 | loss: 0.0311606 | val_loss: 0.0311772 | Time: 6770.74 ms [2021-11-09 06:07:29 main:574] : INFO : Epoch 1991 | loss: 0.0311594 | val_loss: 0.0311823 | Time: 6751.36 ms [2021-11-09 06:07:36 main:574] : INFO : Epoch 1992 | loss: 0.031156 | val_loss: 0.0311787 | Time: 6750.61 ms [2021-11-09 06:07:43 main:574] : INFO : Epoch 1993 | loss: 0.0311542 | val_loss: 0.0311802 | Time: 6774.76 ms [2021-11-09 06:07:50 main:574] : INFO : Epoch 1994 | loss: 0.0311526 | val_loss: 0.0311894 | Time: 6755.57 ms [2021-11-09 06:07:56 main:574] : INFO : Epoch 1995 | loss: 0.0311521 | val_loss: 0.0311819 | Time: 6769.83 ms [2021-11-09 06:08:03 main:574] : INFO : Epoch 1996 | loss: 0.0311509 | val_loss: 0.0311911 | Time: 6819 ms [2021-11-09 06:08:10 main:574] : INFO : Epoch 1997 | loss: 0.0311499 | val_loss: 0.031194 | Time: 6769.18 ms [2021-11-09 06:08:17 main:574] : INFO : Epoch 1998 | loss: 0.031152 | val_loss: 0.0311837 | Time: 6759.51 ms [2021-11-09 06:08:24 main:574] : INFO : Epoch 1999 | loss: 0.0311502 | val_loss: 0.0311884 | Time: 6749.83 ms [2021-11-09 06:08:30 main:574] : INFO : Epoch 2000 | loss: 0.0311517 | val_loss: 0.0311804 | Time: 6750.9 ms [2021-11-09 06:08:37 main:574] : INFO : Epoch 2001 | loss: 0.0311567 | val_loss: 0.031182 | Time: 6764.86 ms [2021-11-09 06:08:44 main:574] : INFO : Epoch 2002 | loss: 0.0311596 | val_loss: 0.0311891 | Time: 6782.67 ms [2021-11-09 06:08:51 main:574] : INFO : Epoch 2003 | loss: 0.0311518 | val_loss: 0.0311809 | Time: 6773.85 ms [2021-11-09 06:08:57 main:574] : INFO : Epoch 2004 | loss: 0.03115 | val_loss: 0.0311918 | Time: 6751.78 ms [2021-11-09 06:09:04 main:574] : INFO : Epoch 2005 | loss: 0.0311513 | val_loss: 0.031185 | Time: 6773.54 ms [2021-11-09 06:09:11 main:574] : INFO : Epoch 2006 | loss: 0.0311477 | val_loss: 0.0311833 | Time: 6755.04 ms [2021-11-09 06:09:18 main:574] : INFO : Epoch 2007 | loss: 0.0311488 | val_loss: 0.0311902 | Time: 6834.18 ms [2021-11-09 06:09:26 main:574] : INFO : Epoch 2008 | loss: 0.0311498 | val_loss: 0.0311951 | Time: 7650.93 ms [2021-11-09 06:09:42 main:574] : INFO : Epoch 2009 | loss: 0.0311506 | val_loss: 0.0311866 | Time: 16959.4 ms [2021-11-09 06:09:49 main:574] : INFO : Epoch 2010 | loss: 0.0311461 | val_loss: 0.0311899 | Time: 6756.04 ms [2021-11-09 06:09:56 main:574] : INFO : Epoch 2011 | loss: 0.0311493 | val_loss: 0.0311821 | Time: 6782.2 ms [2021-11-09 06:10:03 main:574] : INFO : Epoch 2012 | loss: 0.0311461 | val_loss: 0.0311913 | Time: 6763.93 ms [2021-11-09 06:10:10 main:574] : INFO : Epoch 2013 | loss: 0.0311492 | val_loss: 0.0311822 | Time: 6767.02 ms [2021-11-09 06:10:16 main:574] : INFO : Epoch 2014 | loss: 0.0311511 | val_loss: 0.0311889 | Time: 6750.49 ms [2021-11-09 06:10:23 main:574] : INFO : Epoch 2015 | loss: 0.0311467 | val_loss: 0.0311921 | Time: 6759.61 ms [2021-11-09 06:10:30 main:574] : INFO : Epoch 2016 | loss: 0.0311461 | val_loss: 0.0311901 | Time: 6733.46 ms [2021-11-09 06:10:37 main:574] : INFO : Epoch 2017 | loss: 0.0311432 | val_loss: 0.0311887 | Time: 6757.31 ms [2021-11-09 06:10:44 main:574] : INFO : Epoch 2018 | loss: 0.0311435 | val_loss: 0.0311845 | Time: 6796.68 ms [2021-11-09 06:10:50 main:574] : INFO : Epoch 2019 | loss: 0.0311455 | val_loss: 0.0311848 | Time: 6764.89 ms [2021-11-09 06:10:57 main:574] : INFO : Epoch 2020 | loss: 0.0311471 | val_loss: 0.0311926 | Time: 6746.13 ms [2021-11-09 06:11:04 main:574] : INFO : Epoch 2021 | loss: 0.0311472 | val_loss: 0.0311873 | Time: 6785.88 ms [2021-11-09 06:11:11 main:574] : INFO : Epoch 2022 | loss: 0.0311457 | val_loss: 0.0311845 | Time: 6747.79 ms [2021-11-09 06:11:17 main:574] : INFO : Epoch 2023 | loss: 0.0311441 | val_loss: 0.031187 | Time: 6758.34 ms [2021-11-09 06:11:24 main:574] : INFO : Epoch 2024 | loss: 0.0311456 | val_loss: 0.0311829 | Time: 6754.41 ms [2021-11-09 06:11:31 main:574] : INFO : Epoch 2025 | loss: 0.0311436 | val_loss: 0.0311906 | Time: 6751.88 ms [2021-11-09 06:11:38 main:574] : INFO : Epoch 2026 | loss: 0.0311425 | val_loss: 0.031183 | Time: 6758.85 ms [2021-11-09 06:11:44 main:574] : INFO : Epoch 2027 | loss: 0.0311405 | val_loss: 0.0311868 | Time: 6762.83 ms [2021-11-09 06:11:51 main:574] : INFO : Epoch 2028 | loss: 0.0311408 | val_loss: 0.0312019 | Time: 6755.72 ms [2021-11-09 06:11:58 main:574] : INFO : Epoch 2029 | loss: 0.0311422 | val_loss: 0.031185 | Time: 6740.04 ms [2021-11-09 06:12:05 main:574] : INFO : Epoch 2030 | loss: 0.0311418 | val_loss: 0.0311934 | Time: 6788.46 ms [2021-11-09 06:12:12 main:574] : INFO : Epoch 2031 | loss: 0.031142 | val_loss: 0.0311937 | Time: 6763.69 ms [2021-11-09 06:12:18 main:574] : INFO : Epoch 2032 | loss: 0.0311401 | val_loss: 0.0311871 | Time: 6830.71 ms [2021-11-09 06:12:25 main:574] : INFO : Epoch 2033 | loss: 0.0311367 | val_loss: 0.0312011 | Time: 6748.54 ms [2021-11-09 06:12:32 main:574] : INFO : Epoch 2034 | loss: 0.0311404 | val_loss: 0.0311889 | Time: 6764.18 ms [2021-11-09 06:12:39 main:574] : INFO : Epoch 2035 | loss: 0.0311486 | val_loss: 0.0311903 | Time: 6754.92 ms [2021-11-09 06:12:45 main:574] : INFO : Epoch 2036 | loss: 0.0311465 | val_loss: 0.0311868 | Time: 6774.87 ms [2021-11-09 06:12:52 main:574] : INFO : Epoch 2037 | loss: 0.0311409 | val_loss: 0.0311847 | Time: 6749.84 ms [2021-11-09 06:12:59 main:574] : INFO : Epoch 2038 | loss: 0.0311381 | val_loss: 0.0311886 | Time: 6741.1 ms [2021-11-09 06:13:06 main:574] : INFO : Epoch 2039 | loss: 0.0311355 | val_loss: 0.0311905 | Time: 6796.05 ms [2021-11-09 06:13:13 main:574] : INFO : Epoch 2040 | loss: 0.0311407 | val_loss: 0.031181 | Time: 6760.34 ms [2021-11-09 06:13:19 main:574] : INFO : Epoch 2041 | loss: 0.0311458 | val_loss: 0.0311861 | Time: 6748.9 ms [2021-11-09 06:13:26 main:574] : INFO : Epoch 2042 | loss: 0.0311449 | val_loss: 0.0311885 | Time: 6761.14 ms [2021-11-09 06:13:33 main:574] : INFO : Epoch 2043 | loss: 0.0311441 | val_loss: 0.0312012 | Time: 6759.51 ms [2021-11-09 06:13:40 main:574] : INFO : Epoch 2044 | loss: 0.0311462 | val_loss: 0.0312012 | Time: 6751.96 ms [2021-11-09 06:13:47 main:574] : INFO : Epoch 2045 | loss: 0.0311451 | val_loss: 0.0312262 | Time: 6762.01 ms [2021-11-09 06:13:53 main:574] : INFO : Epoch 2046 | loss: 0.0311777 | val_loss: 0.0318161 | Time: 6765.61 ms [2021-11-09 06:14:00 main:574] : INFO : Epoch 2047 | loss: 0.0325242 | val_loss: 0.0509138 | Time: 6756.96 ms [2021-11-09 06:14:07 main:574] : INFO : Epoch 2048 | loss: 0.0346288 | val_loss: 0.031628 | Time: 6778.85 ms [2021-11-09 06:14:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031628 [2021-11-09 06:14:07 main:603] : INFO : Saving end state to config to file [2021-11-09 06:14:07 main:608] : INFO : Success, exiting.. 06:14:07 (8820): 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)