Task 9553354
| Name | ParityModified-1636224468-25635-2-0_1 |
| Workunit | 6573772 |
| Created | 7 Dec 2021, 7:30:46 UTC |
| Sent | 7 Dec 2021, 8:19:56 UTC |
| Report deadline | 15 Dec 2021, 8:19:56 UTC |
| Received | 11 Dec 2021, 15:27:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1562 |
| Run time | 5 hours 0 min 48 sec |
| CPU time | 4 hours 33 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,258.48 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 75.95 ms [2021-12-07 07:26:22 main:574] : INFO : Epoch 1628 | loss: 0.0311487 | val_loss: 0.0311684 | Time: 8422.53 ms [2021-12-07 07:26:30 main:574] : INFO : Epoch 1629 | loss: 0.0311486 | val_loss: 0.0311731 | Time: 8150.45 ms [2021-12-07 07:26:39 main:574] : INFO : Epoch 1630 | loss: 0.0311525 | val_loss: 0.0311671 | Time: 8650.44 ms [2021-12-07 07:26:46 main:574] : INFO : Epoch 1631 | loss: 0.0311568 | val_loss: 0.0311714 | Time: 7968.83 ms [2021-12-07 07:26:55 main:574] : INFO : Epoch 1632 | loss: 0.0311511 | val_loss: 0.0311668 | Time: 8752.43 ms [2021-12-07 07:27:03 main:574] : INFO : Epoch 1633 | loss: 0.0311511 | val_loss: 0.0311681 | Time: 7822.35 ms [2021-12-07 07:27:12 main:574] : INFO : Epoch 1634 | loss: 0.0311506 | val_loss: 0.0311711 | Time: 8445.09 ms [2021-12-07 07:27:20 main:574] : INFO : Epoch 1635 | loss: 0.0311516 | val_loss: 0.0311674 | Time: 8723.3 ms [2021-12-07 07:27:28 main:574] : INFO : Epoch 1636 | loss: 0.0311509 | val_loss: 0.031169 | Time: 7508.68 ms [2021-12-07 07:27:36 main:574] : INFO : Epoch 1637 | loss: 0.0311495 | val_loss: 0.0311656 | Time: 8373.95 ms [2021-12-07 07:27:45 main:574] : INFO : Epoch 1638 | loss: 0.0311493 | val_loss: 0.031166 | Time: 8940 ms [2021-12-07 07:27:52 main:574] : INFO : Epoch 1639 | loss: 0.0311499 | val_loss: 0.0311689 | Time: 7158.71 ms [2021-12-07 07:28:01 main:574] : INFO : Epoch 1640 | loss: 0.0311497 | val_loss: 0.0311714 | Time: 8708.55 ms [2021-12-07 07:28:09 main:574] : INFO : Epoch 1641 | loss: 0.0311505 | val_loss: 0.0311659 | Time: 8296.02 ms [2021-12-07 07:28:18 main:574] : INFO : Epoch 1642 | loss: 0.0311492 | val_loss: 0.0311711 | Time: 8313.17 ms [2021-12-07 07:28:26 main:574] : INFO : Epoch 1643 | loss: 0.0311538 | val_loss: 0.0311702 | Time: 8238.28 ms [2021-12-07 07:28:35 main:574] : INFO : Epoch 1644 | loss: 0.0311531 | val_loss: 0.0311667 | Time: 9335.49 ms [2021-12-07 07:28:43 main:574] : INFO : Epoch 1645 | loss: 0.0311514 | val_loss: 0.0311675 | Time: 7886.47 ms [2021-12-07 07:28:51 main:574] : INFO : Epoch 1646 | loss: 0.0311512 | val_loss: 0.0311734 | Time: 8285.99 ms [2021-12-07 07:28:59 main:574] : INFO : Epoch 1647 | loss: 0.0311551 | val_loss: 0.0311725 | Time: 8068.97 ms [2021-12-07 07:29:08 main:574] : INFO : Epoch 1648 | loss: 0.0311504 | val_loss: 0.0311694 | Time: 8295.56 ms [2021-12-07 07:29:16 main:574] : INFO : Epoch 1649 | loss: 0.03115 | val_loss: 0.0311693 | Time: 8427.28 ms [2021-12-07 07:29:24 main:574] : INFO : Epoch 1650 | loss: 0.0311503 | val_loss: 0.031166 | Time: 7902.06 ms [2021-12-07 07:29:32 main:574] : INFO : Epoch 1651 | loss: 0.0311483 | val_loss: 0.0311652 | Time: 8158.25 ms [2021-12-07 07:29:40 main:574] : INFO : Epoch 1652 | loss: 0.0311466 | val_loss: 0.0311666 | Time: 7280.14 ms [2021-12-07 07:29:48 main:574] : INFO : Epoch 1653 | loss: 0.0311478 | val_loss: 0.0311662 | Time: 7951.09 ms [2021-12-07 07:29:56 main:574] : INFO : Epoch 1654 | loss: 0.0311464 | val_loss: 0.0311653 | Time: 7993.66 ms [2021-12-07 07:30:04 main:574] : INFO : Epoch 1655 | loss: 0.0311485 | val_loss: 0.0311682 | Time: 8154.46 ms [2021-12-07 07:30:12 main:574] : INFO : Epoch 1656 | loss: 0.0311497 | val_loss: 0.0311696 | Time: 8315.63 ms [2021-12-07 07:30:20 main:574] : INFO : Epoch 1657 | loss: 0.0311481 | val_loss: 0.0311718 | Time: 8269.59 ms [2021-12-07 07:30:28 main:574] : INFO : Epoch 1658 | loss: 0.0311482 | val_loss: 0.0311647 | Time: 8160.11 ms [2021-12-07 07:30:36 main:574] : INFO : Epoch 1659 | loss: 0.0311491 | val_loss: 0.0311721 | Time: 7843.76 ms [2021-12-07 07:30:44 main:574] : INFO : Epoch 1660 | loss: 0.0311519 | val_loss: 0.0311724 | Time: 7608.28 ms [2021-12-07 07:30:52 main:574] : INFO : Epoch 1661 | loss: 0.031151 | val_loss: 0.0311678 | Time: 7666.35 ms [2021-12-07 07:30:59 main:574] : INFO : Epoch 1662 | loss: 0.0311485 | val_loss: 0.0311702 | Time: 7398.71 ms [2021-12-07 07:31:07 main:574] : INFO : Epoch 1663 | loss: 0.0311495 | val_loss: 0.0311699 | Time: 7900.06 ms [2021-12-07 07:31:16 main:574] : INFO : Epoch 1664 | loss: 0.0311525 | val_loss: 0.0311721 | Time: 8698.58 ms [2021-12-07 07:31:24 main:574] : INFO : Epoch 1665 | loss: 0.031155 | val_loss: 0.0311685 | Time: 8012.87 ms [2021-12-07 07:31:32 main:574] : INFO : Epoch 1666 | loss: 0.0311526 | val_loss: 0.0311652 | Time: 7945.61 ms [2021-12-07 07:31:39 main:574] : INFO : Epoch 1667 | loss: 0.0311553 | val_loss: 0.0311675 | Time: 7809.72 ms [2021-12-07 07:31:47 main:574] : INFO : Epoch 1668 | loss: 0.0311541 | val_loss: 0.0311732 | Time: 7490.39 ms [2021-12-07 07:31:54 main:574] : INFO : Epoch 1669 | loss: 0.0311511 | val_loss: 0.0311686 | Time: 7602.17 ms [2021-12-07 07:32:02 main:574] : INFO : Epoch 1670 | loss: 0.0311487 | val_loss: 0.0311661 | Time: 7265.46 ms [2021-12-07 07:32:09 main:574] : INFO : Epoch 1671 | loss: 0.0311484 | val_loss: 0.0311677 | Time: 7458.45 ms [2021-12-07 07:32:18 main:574] : INFO : Epoch 1672 | loss: 0.0311502 | val_loss: 0.0311652 | Time: 8336.71 ms [2021-12-07 07:32:25 main:574] : INFO : Epoch 1673 | loss: 0.0311505 | val_loss: 0.0311675 | Time: 7697.68 ms [2021-12-07 07:32:33 main:574] : INFO : Epoch 1674 | loss: 0.0311485 | val_loss: 0.0311638 | Time: 8137.81 ms [2021-12-07 07:32:41 main:574] : INFO : Epoch 1675 | loss: 0.031149 | val_loss: 0.0311695 | Time: 8048.99 ms [2021-12-07 07:32:49 main:574] : INFO : Epoch 1676 | loss: 0.0311498 | val_loss: 0.0311748 | Time: 7742.27 ms [2021-12-07 07:32:57 main:574] : INFO : Epoch 1677 | loss: 0.0311518 | val_loss: 0.0311684 | Time: 7388.02 ms [2021-12-07 07:33:06 main:574] : INFO : Epoch 1678 | loss: 0.0311472 | val_loss: 0.0311725 | Time: 9297.2 ms [2021-12-07 07:33:14 main:574] : INFO : Epoch 1679 | loss: 0.0311477 | val_loss: 0.0311703 | Time: 8430.45 ms [2021-12-07 07:33:23 main:574] : INFO : Epoch 1680 | loss: 0.0311476 | val_loss: 0.0311737 | Time: 8196.47 ms [2021-12-07 07:33:31 main:574] : INFO : Epoch 1681 | loss: 0.0311493 | val_loss: 0.0311653 | Time: 8898.32 ms [2021-12-07 07:33:40 main:574] : INFO : Epoch 1682 | loss: 0.0311513 | val_loss: 0.0311725 | Time: 8118.83 ms [2021-12-07 07:33:48 main:574] : INFO : Epoch 1683 | loss: 0.0311519 | val_loss: 0.0311672 | Time: 8238.4 ms [2021-12-07 07:33:55 main:574] : INFO : Epoch 1684 | loss: 0.0311515 | val_loss: 0.0311719 | Time: 7344.42 ms [2021-12-07 07:34:03 main:574] : INFO : Epoch 1685 | loss: 0.0311486 | val_loss: 0.031169 | Time: 7986.48 ms [2021-12-07 07:34:11 main:574] : INFO : Epoch 1686 | loss: 0.0311481 | val_loss: 0.0311668 | Time: 8044.59 ms [2021-12-07 07:34:19 main:574] : INFO : Epoch 1687 | loss: 0.0311467 | val_loss: 0.0311696 | Time: 8262.71 ms [2021-12-07 07:34:27 main:574] : INFO : Epoch 1688 | loss: 0.0311485 | val_loss: 0.0311695 | Time: 7733.82 ms [2021-12-07 07:34:35 main:574] : INFO : Epoch 1689 | loss: 0.0311484 | val_loss: 0.0311675 | Time: 8037.74 ms [2021-12-07 07:34:44 main:574] : INFO : Epoch 1690 | loss: 0.0311464 | val_loss: 0.0311666 | Time: 8276.8 ms [2021-12-07 07:34:52 main:574] : INFO : Epoch 1691 | loss: 0.031146 | val_loss: 0.031175 | Time: 8234.21 ms [2021-12-07 07:35:00 main:574] : INFO : Epoch 1692 | loss: 0.0311464 | val_loss: 0.0311674 | Time: 8477.58 ms [2021-12-07 07:35:08 main:574] : INFO : Epoch 1693 | loss: 0.0311435 | val_loss: 0.0311653 | Time: 7346.99 ms [2021-12-07 07:35:16 main:574] : INFO : Epoch 1694 | loss: 0.0311447 | val_loss: 0.0311694 | Time: 8484.3 ms [2021-12-07 07:35:24 main:574] : INFO : Epoch 1695 | loss: 0.0311445 | val_loss: 0.0311645 | Time: 8083.51 ms [2021-12-07 07:35:32 main:574] : INFO : Epoch 1696 | loss: 0.0311585 | val_loss: 0.0311777 | Time: 7992.85 ms [2021-12-07 07:35:40 main:574] : INFO : Epoch 1697 | loss: 0.0311636 | val_loss: 0.0311691 | Time: 8261.37 ms [2021-12-07 07:35:48 main:574] : INFO : Epoch 1698 | loss: 0.0311599 | val_loss: 0.0311688 | Time: 7836.22 ms [2021-12-07 07:35:57 main:574] : INFO : Epoch 1699 | loss: 0.0311605 | val_loss: 0.0311707 | Time: 8265.67 ms [2021-12-07 07:36:05 main:574] : INFO : Epoch 1700 | loss: 0.0311595 | val_loss: 0.031168 | Time: 8297.7 ms [2021-12-07 07:36:14 main:574] : INFO : Epoch 1701 | loss: 0.0311571 | val_loss: 0.0311739 | Time: 9199.34 ms [2021-12-07 07:36:23 main:574] : INFO : Epoch 1702 | loss: 0.0311564 | val_loss: 0.031168 | Time: 8576.04 ms [2021-12-07 07:36:30 main:574] : INFO : Epoch 1703 | loss: 0.0311544 | val_loss: 0.0311725 | Time: 7648.28 ms [2021-12-07 07:36:39 main:574] : INFO : Epoch 1704 | loss: 0.0311561 | val_loss: 0.0311658 | Time: 9143.82 ms [2021-12-07 07:36:48 main:574] : INFO : Epoch 1705 | loss: 0.0311541 | val_loss: 0.0311657 | Time: 8179.65 ms [2021-12-07 07:36:56 main:574] : INFO : Epoch 1706 | loss: 0.031152 | val_loss: 0.0311673 | Time: 8283.4 ms [2021-12-07 07:37:04 main:574] : INFO : Epoch 1707 | loss: 0.0311568 | val_loss: 0.0311702 | Time: 8413.26 ms [2021-12-07 07:37:13 main:574] : INFO : Epoch 1708 | loss: 0.0311578 | val_loss: 0.0311652 | Time: 8119.09 ms [2021-12-07 07:37:21 main:574] : INFO : Epoch 1709 | loss: 0.0311549 | val_loss: 0.0311662 | Time: 8383.64 ms [2021-12-07 07:37:28 main:574] : INFO : Epoch 1710 | loss: 0.0311541 | val_loss: 0.0311679 | Time: 7577.53 ms [2021-12-07 07:37:36 main:574] : INFO : Epoch 1711 | loss: 0.0311519 | val_loss: 0.0311656 | Time: 7820.65 ms [2021-12-07 07:37:44 main:574] : INFO : Epoch 1712 | loss: 0.031151 | val_loss: 0.0311703 | Time: 7809.41 ms [2021-12-07 07:37:52 main:574] : INFO : Epoch 1713 | loss: 0.0311509 | val_loss: 0.0311688 | Time: 7932.87 ms [2021-12-07 07:38:01 main:574] : INFO : Epoch 1714 | loss: 0.0311519 | val_loss: 0.0311678 | Time: 8525.77 ms [2021-12-07 07:38:09 main:574] : INFO : Epoch 1715 | loss: 0.0311545 | val_loss: 0.0311701 | Time: 7932.62 ms [2021-12-07 07:38:17 main:574] : INFO : Epoch 1716 | loss: 0.0311569 | val_loss: 0.0311686 | Time: 8458.5 ms [2021-12-07 07:38:26 main:574] : INFO : Epoch 1717 | loss: 0.0311511 | val_loss: 0.031166 | Time: 9067.67 ms [2021-12-07 07:38:34 main:574] : INFO : Epoch 1718 | loss: 0.0311508 | val_loss: 0.0311637 | Time: 8067.72 ms [2021-12-07 07:38:43 main:574] : INFO : Epoch 1719 | loss: 0.0311499 | val_loss: 0.0311649 | Time: 8569.36 ms [2021-12-07 07:38:52 main:574] : INFO : Epoch 1720 | loss: 0.0311492 | val_loss: 0.0311695 | Time: 9534.83 ms [2021-12-07 07:39:03 main:574] : INFO : Epoch 1721 | loss: 0.0311517 | val_loss: 0.0311657 | Time: 10413.7 ms [2021-12-07 07:39:11 main:574] : INFO : Epoch 1722 | loss: 0.03115 | val_loss: 0.0311665 | Time: 7967.44 ms [2021-12-07 07:39:19 main:574] : INFO : Epoch 1723 | loss: 0.0311481 | val_loss: 0.0311685 | Time: 8496.68 ms [2021-12-07 07:39:29 main:574] : INFO : Epoch 1724 | loss: 0.0311494 | val_loss: 0.0311634 | Time: 9530.03 ms [2021-12-07 07:39:37 main:574] : INFO : Epoch 1725 | loss: 0.031149 | val_loss: 0.0311697 | Time: 8680.01 ms [2021-12-07 07:39:46 main:574] : INFO : Epoch 1726 | loss: 0.0311484 | val_loss: 0.0311641 | Time: 8818.71 ms [2021-12-07 07:39:54 main:574] : INFO : Epoch 1727 | loss: 0.031149 | val_loss: 0.0311664 | Time: 7693.1 ms [2021-12-07 07:40:02 main:574] : INFO : Epoch 1728 | loss: 0.0311493 | val_loss: 0.0311615 | Time: 8373.28 ms [2021-12-07 07:40:10 main:574] : INFO : Epoch 1729 | loss: 0.0311476 | val_loss: 0.0311654 | Time: 8153.74 ms [2021-12-07 07:40:19 main:574] : INFO : Epoch 1730 | loss: 0.031147 | val_loss: 0.0311638 | Time: 8413.61 ms [2021-12-07 07:40:27 main:574] : INFO : Epoch 1731 | loss: 0.0311491 | val_loss: 0.0311669 | Time: 8393.36 ms [2021-12-07 07:40:36 main:574] : INFO : Epoch 1732 | loss: 0.0311495 | val_loss: 0.0311695 | Time: 8974.69 ms [2021-12-07 07:40:45 main:574] : INFO : Epoch 1733 | loss: 0.0311549 | val_loss: 0.0311658 | Time: 8676.91 ms [2021-12-07 07:40:53 main:574] : INFO : Epoch 1734 | loss: 0.0311555 | val_loss: 0.0311664 | Time: 7834.12 ms [2021-12-07 07:41:00 main:574] : INFO : Epoch 1735 | loss: 0.0311508 | val_loss: 0.0311653 | Time: 7165.32 ms [2021-12-07 07:41:08 main:574] : INFO : Epoch 1736 | loss: 0.0311478 | val_loss: 0.0311667 | Time: 8285.13 ms [2021-12-07 07:41:17 main:574] : INFO : Epoch 1737 | loss: 0.0311578 | val_loss: 0.0311812 | Time: 8479.7 ms [2021-12-07 07:41:25 main:574] : INFO : Epoch 1738 | loss: 0.0311574 | val_loss: 0.0311664 | Time: 8130.24 ms [2021-12-07 07:41:33 main:574] : INFO : Epoch 1739 | loss: 0.0311504 | val_loss: 0.0311638 | Time: 8098.87 ms [2021-12-07 07:41:42 main:574] : INFO : Epoch 1740 | loss: 0.0311495 | val_loss: 0.031166 | Time: 8723.63 ms [2021-12-07 07:41:50 main:574] : INFO : Epoch 1741 | loss: 0.0311501 | val_loss: 0.0311645 | Time: 8135.14 ms [2021-12-07 07:41:59 main:574] : INFO : Epoch 1742 | loss: 0.0311478 | val_loss: 0.0311658 | Time: 8639.8 ms [2021-12-07 07:42:08 main:574] : INFO : Epoch 1743 | loss: 0.0311506 | val_loss: 0.031171 | Time: 9027.22 ms [2021-12-07 07:42:16 main:574] : INFO : Epoch 1744 | loss: 0.031175 | val_loss: 0.0311806 | Time: 8494.51 ms [2021-12-07 07:42:25 main:574] : INFO : Epoch 1745 | loss: 0.0311734 | val_loss: 0.0311762 | Time: 8614.67 ms [2021-12-07 07:42:33 main:574] : INFO : Epoch 1746 | loss: 0.0311723 | val_loss: 0.0311746 | Time: 7903.98 ms [2021-12-07 07:42:40 main:574] : INFO : Epoch 1747 | loss: 0.0311687 | val_loss: 0.0311745 | Time: 7820.6 ms [2021-12-07 07:42:48 main:574] : INFO : Epoch 1748 | loss: 0.0311663 | val_loss: 0.0311785 | Time: 7731.03 ms [2021-12-07 07:42:55 main:574] : INFO : Epoch 1749 | loss: 0.0311686 | val_loss: 0.0311774 | Time: 7126.96 ms [2021-12-07 07:43:02 main:574] : INFO : Epoch 1750 | loss: 0.0311661 | val_loss: 0.0311771 | Time: 7101.29 ms [2021-12-07 07:43:11 main:574] : INFO : Epoch 1751 | loss: 0.0311649 | val_loss: 0.0311775 | Time: 8384.48 ms [2021-12-07 07:43:19 main:574] : INFO : Epoch 1752 | loss: 0.031163 | val_loss: 0.0311746 | Time: 8055.58 ms [2021-12-07 07:43:26 main:574] : INFO : Epoch 1753 | loss: 0.0311626 | val_loss: 0.0311751 | Time: 7543.77 ms [2021-12-07 07:43:34 main:574] : INFO : Epoch 1754 | loss: 0.0311622 | val_loss: 0.0311741 | Time: 8055.16 ms [2021-12-07 07:43:42 main:574] : INFO : Epoch 1755 | loss: 0.0311621 | val_loss: 0.0311748 | Time: 7734.07 ms [2021-12-07 07:43:50 main:574] : INFO : Epoch 1756 | loss: 0.0311619 | val_loss: 0.0311737 | Time: 7458.84 ms [2021-12-07 07:43:58 main:574] : INFO : Epoch 1757 | loss: 0.0311607 | val_loss: 0.0311768 | Time: 8160.78 ms [2021-12-07 07:44:05 main:574] : INFO : Epoch 1758 | loss: 0.0311611 | val_loss: 0.0311781 | Time: 7389.66 ms [2021-12-07 07:44:14 main:574] : INFO : Epoch 1759 | loss: 0.0311605 | val_loss: 0.0311741 | Time: 8510.27 ms [2021-12-07 07:44:21 main:574] : INFO : Epoch 1760 | loss: 0.0311612 | val_loss: 0.0311791 | Time: 7586.46 ms [2021-12-07 07:44:29 main:574] : INFO : Epoch 1761 | loss: 0.0311599 | val_loss: 0.0311741 | Time: 7353.46 ms [2021-12-07 07:44:36 main:574] : INFO : Epoch 1762 | loss: 0.0311614 | val_loss: 0.0311756 | Time: 7302.88 ms [2021-12-07 07:44:43 main:574] : INFO : Epoch 1763 | loss: 0.0311681 | val_loss: 0.0311848 | Time: 7250.72 ms [2021-12-07 07:44:51 main:574] : INFO : Epoch 1764 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 7521.73 ms [2021-12-07 07:44:58 main:574] : INFO : Epoch 1765 | loss: 0.0311598 | val_loss: 0.0311742 | Time: 7532.21 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050 Ti) [2021-12-07 08:52:43 main:435] : INFO : Set logging level to 1 [2021-12-07 08:52:43 main:441] : INFO : Running in BOINC Client mode [2021-12-07 08:52:43 main:444] : INFO : Resolving all filenames [2021-12-07 08:52:43 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2021-12-07 08:52:43 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2021-12-07 08:52:43 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2021-12-07 08:52:43 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2021-12-07 08:52:44 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-12-07 08:52:44 main:472] : INFO : Dataset filename: dataset.hdf5 [2021-12-07 08:52:44 main:474] : INFO : Configuration: [2021-12-07 08:52:44 main:475] : INFO : Model type: GRU [2021-12-07 08:52:44 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-12-07 08:52:44 main:477] : INFO : Max Epochs: 2048 [2021-12-07 08:52:44 main:478] : INFO : Batch Size: 128 [2021-12-07 08:52:44 main:479] : INFO : Learning Rate: 0.01 [2021-12-07 08:52:44 main:480] : INFO : Patience: 10 [2021-12-07 08:52:44 main:481] : INFO : Hidden Width: 12 [2021-12-07 08:52:44 main:482] : INFO : # Recurrent Layers: 4 [2021-12-07 08:52:44 main:483] : INFO : # Backend Layers: 4 [2021-12-07 08:52:44 main:484] : INFO : # Threads: 1 [2021-12-07 08:52:44 main:486] : INFO : Preparing Dataset [2021-12-07 08:52:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2021-12-07 08:52:44 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2021-12-07 08:52:46 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-12-07 08:52:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2021-12-07 08:52:46 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2021-12-07 08:52:46 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-12-07 08:52:46 main:494] : INFO : Creating Model [2021-12-07 08:52:46 main:507] : INFO : Preparing config file [2021-12-07 08:52:46 main:511] : INFO : Found checkpoint, attempting to load... [2021-12-07 08:52:46 main:512] : INFO : Loading config [2021-12-07 08:52:46 main:514] : INFO : Loading state [2021-12-07 08:52:47 main:559] : INFO : Loading DataLoader into Memory [2021-12-07 08:52:47 main:562] : INFO : Starting Training [2021-12-07 08:52:57 main:574] : INFO : Epoch 1762 | loss: 0.031234 | val_loss: 0.0311825 | Time: 10196.3 ms [2021-12-07 08:53:06 main:574] : INFO : Epoch 1763 | loss: 0.0311731 | val_loss: 0.0311785 | Time: 8786.43 ms [2021-12-07 08:53:14 main:574] : INFO : Epoch 1764 | loss: 0.0311632 | val_loss: 0.0311726 | Time: 8839.48 ms [2021-12-07 08:53:23 main:574] : INFO : Epoch 1765 | loss: 0.0311612 | val_loss: 0.0311759 | Time: 8668.2 ms [2021-12-07 08:53:32 main:574] : INFO : Epoch 1766 | loss: 0.0311628 | val_loss: 0.0311714 | Time: 8828.08 ms [2021-12-07 08:53:41 main:574] : INFO : Epoch 1767 | loss: 0.0311648 | val_loss: 0.0311761 | Time: 8995.32 ms [2021-12-07 08:53:49 main:574] : INFO : Epoch 1768 | loss: 0.0311613 | val_loss: 0.0311667 | Time: 8132.35 ms [2021-12-07 08:53:58 main:574] : INFO : Epoch 1769 | loss: 0.0311589 | val_loss: 0.0311678 | Time: 8993.33 ms [2021-12-07 08:54:07 main:574] : INFO : Epoch 1770 | loss: 0.0311584 | val_loss: 0.0311662 | Time: 8747.47 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050 Ti) [2021-12-07 08:55:36 main:435] : INFO : Set logging level to 1 [2021-12-07 08:55:36 main:441] : INFO : Running in BOINC Client mode [2021-12-07 08:55:36 main:444] : INFO : Resolving all filenames [2021-12-07 08:55:36 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2021-12-07 08:55:36 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2021-12-07 08:55:36 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2021-12-07 08:55:36 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2021-12-07 08:55:36 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-12-07 08:55:36 main:472] : INFO : Dataset filename: dataset.hdf5 [2021-12-07 08:55:36 main:474] : INFO : Configuration: [2021-12-07 08:55:36 main:475] : INFO : Model type: GRU [2021-12-07 08:55:36 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-12-07 08:55:36 main:477] : INFO : Max Epochs: 2048 [2021-12-07 08:55:36 main:478] : INFO : Batch Size: 128 [2021-12-07 08:55:36 main:479] : INFO : Learning Rate: 0.01 [2021-12-07 08:55:36 main:480] : INFO : Patience: 10 [2021-12-07 08:55:36 main:481] : INFO : Hidden Width: 12 [2021-12-07 08:55:36 main:482] : INFO : # Recurrent Layers: 4 [2021-12-07 08:55:36 main:483] : INFO : # Backend Layers: 4 [2021-12-07 08:55:36 main:484] : INFO : # Threads: 1 [2021-12-07 08:55:36 main:486] : INFO : Preparing Dataset [2021-12-07 08:55:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2021-12-07 08:55:37 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2021-12-07 08:55:41 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-12-07 08:55:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2021-12-07 08:55:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2021-12-07 08:55:41 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-12-07 08:55:41 main:494] : INFO : Creating Model [2021-12-07 08:55:41 main:507] : INFO : Preparing config file [2021-12-07 08:55:41 main:511] : INFO : Found checkpoint, attempting to load... [2021-12-07 08:55:41 main:512] : INFO : Loading config [2021-12-07 08:55:41 main:514] : INFO : Loading state [2021-12-07 08:55:43 main:559] : INFO : Loading DataLoader into Memory [2021-12-07 08:55:43 main:562] : INFO : Starting Training [2021-12-07 08:55:55 main:574] : INFO : Epoch 1769 | loss: 0.0312595 | val_loss: 0.0311936 | Time: 11776.4 ms [2021-12-07 08:56:06 main:574] : INFO : Epoch 1770 | loss: 0.0311699 | val_loss: 0.0311698 | Time: 11009.9 ms [2021-12-07 08:56:15 main:574] : INFO : Epoch 1771 | loss: 0.0311612 | val_loss: 0.0311682 | Time: 9731.23 ms [2021-12-07 08:56:25 main:574] : INFO : Epoch 1772 | loss: 0.0311575 | val_loss: 0.0311714 | Time: 9642.93 ms [2021-12-07 08:56:34 main:574] : INFO : Epoch 1773 | loss: 0.0311578 | val_loss: 0.031177 | Time: 9531.36 ms [2021-12-07 08:56:43 main:574] : INFO : Epoch 1774 | loss: 0.0311551 | val_loss: 0.0311685 | Time: 8217.88 ms [2021-12-07 08:56:52 main:574] : INFO : Epoch 1775 | loss: 0.031155 | val_loss: 0.0311693 | Time: 8898.37 ms [2021-12-07 08:57:01 main:574] : INFO : Epoch 1776 | loss: 0.0311547 | val_loss: 0.0311654 | Time: 9009.79 ms [2021-12-07 08:57:09 main:574] : INFO : Epoch 1777 | loss: 0.0311537 | val_loss: 0.0311672 | Time: 8485.91 ms [2021-12-07 08:57:18 main:574] : INFO : Epoch 1778 | loss: 0.0311525 | val_loss: 0.0311666 | Time: 8746.77 ms [2021-12-07 08:57:27 main:574] : INFO : Epoch 1779 | loss: 0.0311522 | val_loss: 0.0311697 | Time: 8942.85 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1050 Ti) [2021-12-11 07:34:57 main:435] : INFO : Set logging level to 1 [2021-12-11 07:34:57 main:441] : INFO : Running in BOINC Client mode [2021-12-11 07:34:57 main:444] : INFO : Resolving all filenames [2021-12-11 07:34:57 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2021-12-11 07:34:57 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2021-12-11 07:34:57 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2021-12-11 07:34:57 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2021-12-11 07:34:57 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-12-11 07:34:57 main:472] : INFO : Dataset filename: dataset.hdf5 [2021-12-11 07:34:57 main:474] : INFO : Configuration: [2021-12-11 07:34:57 main:475] : INFO : Model type: GRU [2021-12-11 07:34:57 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-12-11 07:34:57 main:477] : INFO : Max Epochs: 2048 [2021-12-11 07:34:57 main:478] : INFO : Batch Size: 128 [2021-12-11 07:34:57 main:479] : INFO : Learning Rate: 0.01 [2021-12-11 07:34:57 main:480] : INFO : Patience: 10 [2021-12-11 07:34:57 main:481] : INFO : Hidden Width: 12 [2021-12-11 07:34:57 main:482] : INFO : # Recurrent Layers: 4 [2021-12-11 07:34:57 main:483] : INFO : # Backend Layers: 4 [2021-12-11 07:34:57 main:484] : INFO : # Threads: 1 [2021-12-11 07:34:57 main:486] : INFO : Preparing Dataset [2021-12-11 07:34:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2021-12-11 07:34:58 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2021-12-11 07:35:05 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-12-11 07:35:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2021-12-11 07:35:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2021-12-11 07:35:05 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-12-11 07:35:05 main:494] : INFO : Creating Model [2021-12-11 07:35:05 main:507] : INFO : Preparing config file [2021-12-11 07:35:05 main:511] : INFO : Found checkpoint, attempting to load... [2021-12-11 07:35:05 main:512] : INFO : Loading config [2021-12-11 07:35:05 main:514] : INFO : Loading state [2021-12-11 07:35:08 main:559] : INFO : Loading DataLoader into Memory [2021-12-11 07:35:08 main:562] : INFO : Starting Training [2021-12-11 07:35:20 main:574] : INFO : Epoch 1775 | loss: 0.0312964 | val_loss: 0.0312232 | Time: 12032.5 ms [2021-12-11 07:35:31 main:574] : INFO : Epoch 1776 | loss: 0.0311801 | val_loss: 0.0311744 | Time: 11015.6 ms [2021-12-11 07:35:42 main:574] : INFO : Epoch 1777 | loss: 0.0311585 | val_loss: 0.031164 | Time: 11055.2 ms [2021-12-11 07:35:53 main:574] : INFO : Epoch 1778 | loss: 0.0311554 | val_loss: 0.0311662 | Time: 11264.3 ms [2021-12-11 07:36:04 main:574] : INFO : Epoch 1779 | loss: 0.0311526 | val_loss: 0.0311637 | Time: 10782.9 ms [2021-12-11 07:36:15 main:574] : INFO : Epoch 1780 | loss: 0.0311547 | val_loss: 0.0311786 | Time: 10889.2 ms [2021-12-11 07:36:26 main:574] : INFO : Epoch 1781 | loss: 0.0311578 | val_loss: 0.0311683 | Time: 10948.4 ms [2021-12-11 07:36:37 main:574] : INFO : Epoch 1782 | loss: 0.0311525 | val_loss: 0.0311737 | Time: 10612.5 ms [2021-12-11 07:36:48 main:574] : INFO : Epoch 1783 | loss: 0.0311532 | val_loss: 0.0311667 | Time: 11357.7 ms [2021-12-11 07:36:59 main:574] : INFO : Epoch 1784 | loss: 0.0311547 | val_loss: 0.0311698 | Time: 11321.3 ms [2021-12-11 07:37:11 main:574] : INFO : Epoch 1785 | loss: 0.0311554 | val_loss: 0.0311664 | Time: 11104.9 ms [2021-12-11 07:37:22 main:574] : INFO : Epoch 1786 | loss: 0.0311524 | val_loss: 0.0311685 | Time: 11474.3 ms [2021-12-11 07:37:33 main:574] : INFO : Epoch 1787 | loss: 0.031152 | val_loss: 0.0311672 | Time: 11457.4 ms [2021-12-11 07:37:45 main:574] : INFO : Epoch 1788 | loss: 0.0311525 | val_loss: 0.0311678 | Time: 11154.1 ms [2021-12-11 07:37:56 main:574] : INFO : Epoch 1789 | loss: 0.0311531 | val_loss: 0.0311676 | Time: 11681.8 ms [2021-12-11 07:38:07 main:574] : INFO : Epoch 1790 | loss: 0.0311525 | val_loss: 0.0311721 | Time: 10956.7 ms [2021-12-11 07:38:19 main:574] : INFO : Epoch 1791 | loss: 0.0311514 | val_loss: 0.0311689 | Time: 11782.1 ms [2021-12-11 07:38:30 main:574] : INFO : Epoch 1792 | loss: 0.0311517 | val_loss: 0.0311721 | Time: 11297.9 ms [2021-12-11 07:38:42 main:574] : INFO : Epoch 1793 | loss: 0.0311519 | val_loss: 0.0311696 | Time: 11471.3 ms [2021-12-11 07:38:53 main:574] : INFO : Epoch 1794 | loss: 0.0311524 | val_loss: 0.0311706 | Time: 11280.1 ms [2021-12-11 07:39:05 main:574] : INFO : Epoch 1795 | loss: 0.0311545 | val_loss: 0.0311667 | Time: 11662.2 ms [2021-12-11 07:39:15 main:574] : INFO : Epoch 1796 | loss: 0.0311542 | val_loss: 0.0311718 | Time: 10661.4 ms [2021-12-11 07:39:27 main:574] : INFO : Epoch 1797 | loss: 0.0311509 | val_loss: 0.0311637 | Time: 11241.8 ms [2021-12-11 07:39:38 main:574] : INFO : Epoch 1798 | loss: 0.0311516 | val_loss: 0.0311645 | Time: 11602.7 ms [2021-12-11 07:39:50 main:574] : INFO : Epoch 1799 | loss: 0.0311535 | val_loss: 0.0311698 | Time: 11585.5 ms [2021-12-11 07:40:01 main:574] : INFO : Epoch 1800 | loss: 0.0311512 | val_loss: 0.0311661 | Time: 11004.3 ms [2021-12-11 07:40:13 main:574] : INFO : Epoch 1801 | loss: 0.0311519 | val_loss: 0.0311678 | Time: 11750.2 ms [2021-12-11 07:40:23 main:574] : INFO : Epoch 1802 | loss: 0.0311508 | val_loss: 0.0311689 | Time: 10611.5 ms [2021-12-11 07:40:35 main:574] : INFO : Epoch 1803 | loss: 0.0311491 | val_loss: 0.0311667 | Time: 11960 ms [2021-12-11 07:40:47 main:574] : INFO : Epoch 1804 | loss: 0.03115 | val_loss: 0.0311726 | Time: 11461.1 ms [2021-12-11 07:40:58 main:574] : INFO : Epoch 1805 | loss: 0.0311497 | val_loss: 0.0311653 | Time: 11271.2 ms [2021-12-11 07:41:09 main:574] : INFO : Epoch 1806 | loss: 0.0311493 | val_loss: 0.0311642 | Time: 11218 ms [2021-12-11 07:41:21 main:574] : INFO : Epoch 1807 | loss: 0.0311508 | val_loss: 0.0311621 | Time: 11468.4 ms [2021-12-11 07:41:32 main:574] : INFO : Epoch 1808 | loss: 0.0311526 | val_loss: 0.0311653 | Time: 11356.2 ms [2021-12-11 07:41:43 main:574] : INFO : Epoch 1809 | loss: 0.0311498 | val_loss: 0.0311615 | Time: 11053.5 ms [2021-12-11 07:41:55 main:574] : INFO : Epoch 1810 | loss: 0.031149 | val_loss: 0.0311634 | Time: 11653.6 ms [2021-12-11 07:42:06 main:574] : INFO : Epoch 1811 | loss: 0.0311525 | val_loss: 0.0311739 | Time: 11605.7 ms [2021-12-11 07:42:18 main:574] : INFO : Epoch 1812 | loss: 0.0311509 | val_loss: 0.0311664 | Time: 11379.5 ms [2021-12-11 07:42:29 main:574] : INFO : Epoch 1813 | loss: 0.0311495 | val_loss: 0.0311643 | Time: 11117.8 ms [2021-12-11 07:42:40 main:574] : INFO : Epoch 1814 | loss: 0.0311495 | val_loss: 0.0311676 | Time: 11501 ms [2021-12-11 07:42:52 main:574] : INFO : Epoch 1815 | loss: 0.0311482 | val_loss: 0.0311642 | Time: 11513.9 ms [2021-12-11 07:43:03 main:574] : INFO : Epoch 1816 | loss: 0.0311498 | val_loss: 0.0311641 | Time: 11012.1 ms [2021-12-11 07:43:15 main:574] : INFO : Epoch 1817 | loss: 0.0311564 | val_loss: 0.0311733 | Time: 11856 ms [2021-12-11 07:43:27 main:574] : INFO : Epoch 1818 | loss: 0.031156 | val_loss: 0.0311659 | Time: 11733 ms [2021-12-11 07:43:38 main:574] : INFO : Epoch 1819 | loss: 0.0311544 | val_loss: 0.0311673 | Time: 11365.9 ms [2021-12-11 07:43:50 main:574] : INFO : Epoch 1820 | loss: 0.031155 | val_loss: 0.0311674 | Time: 11508 ms [2021-12-11 07:44:01 main:574] : INFO : Epoch 1821 | loss: 0.0311509 | val_loss: 0.0311652 | Time: 11319.5 ms [2021-12-11 07:44:12 main:574] : INFO : Epoch 1822 | loss: 0.0311507 | val_loss: 0.0311669 | Time: 10971.7 ms [2021-12-11 07:44:23 main:574] : INFO : Epoch 1823 | loss: 0.0311522 | val_loss: 0.0311663 | Time: 11424.3 ms [2021-12-11 07:44:35 main:574] : INFO : Epoch 1824 | loss: 0.0311519 | val_loss: 0.0311655 | Time: 11480.7 ms [2021-12-11 07:44:46 main:574] : INFO : Epoch 1825 | loss: 0.031151 | val_loss: 0.0311679 | Time: 10988.5 ms [2021-12-11 07:44:57 main:574] : INFO : Epoch 1826 | loss: 0.0311504 | val_loss: 0.0311626 | Time: 11285.9 ms [2021-12-11 07:45:08 main:574] : INFO : Epoch 1827 | loss: 0.0311499 | val_loss: 0.0311707 | Time: 11268.2 ms [2021-12-11 07:45:20 main:574] : INFO : Epoch 1828 | loss: 0.0311486 | val_loss: 0.0311636 | Time: 11739.6 ms [2021-12-11 07:45:32 main:574] : INFO : Epoch 1829 | loss: 0.0311514 | val_loss: 0.0311685 | Time: 11418.3 ms [2021-12-11 07:45:43 main:574] : INFO : Epoch 1830 | loss: 0.0311513 | val_loss: 0.0311643 | Time: 11123.3 ms [2021-12-11 07:45:54 main:574] : INFO : Epoch 1831 | loss: 0.0311483 | val_loss: 0.0311709 | Time: 11203.4 ms [2021-12-11 07:46:06 main:574] : INFO : Epoch 1832 | loss: 0.0311499 | val_loss: 0.0311758 | Time: 11880.9 ms [2021-12-11 07:46:18 main:574] : INFO : Epoch 1833 | loss: 0.0311567 | val_loss: 0.0311683 | Time: 11808.1 ms [2021-12-11 07:46:29 main:574] : INFO : Epoch 1834 | loss: 0.0311477 | val_loss: 0.0311624 | Time: 11632.9 ms [2021-12-11 07:46:40 main:574] : INFO : Epoch 1835 | loss: 0.0311457 | val_loss: 0.031165 | Time: 11016.4 ms [2021-12-11 07:46:52 main:574] : INFO : Epoch 1836 | loss: 0.0311489 | val_loss: 0.031173 | Time: 12098 ms [2021-12-11 07:47:03 main:574] : INFO : Epoch 1837 | loss: 0.031153 | val_loss: 0.0311696 | Time: 11142.3 ms [2021-12-11 07:47:15 main:574] : INFO : Epoch 1838 | loss: 0.0311572 | val_loss: 0.0311707 | Time: 11380.2 ms [2021-12-11 07:47:27 main:574] : INFO : Epoch 1839 | loss: 0.0311559 | val_loss: 0.031178 | Time: 12018.4 ms [2021-12-11 07:47:38 main:574] : INFO : Epoch 1840 | loss: 0.0311548 | val_loss: 0.0311675 | Time: 11245.9 ms [2021-12-11 07:47:50 main:574] : INFO : Epoch 1841 | loss: 0.0311513 | val_loss: 0.0311678 | Time: 11473.3 ms [2021-12-11 07:48:01 main:574] : INFO : Epoch 1842 | loss: 0.0311539 | val_loss: 0.0311674 | Time: 11502.2 ms [2021-12-11 07:48:12 main:574] : INFO : Epoch 1843 | loss: 0.031157 | val_loss: 0.0311668 | Time: 11280.3 ms [2021-12-11 07:48:24 main:574] : INFO : Epoch 1844 | loss: 0.0311522 | val_loss: 0.0311681 | Time: 11527.9 ms [2021-12-11 07:48:35 main:574] : INFO : Epoch 1845 | loss: 0.03115 | val_loss: 0.031174 | Time: 11253.3 ms [2021-12-11 07:48:46 main:574] : INFO : Epoch 1846 | loss: 0.0311501 | val_loss: 0.0311654 | Time: 11203.1 ms [2021-12-11 07:48:58 main:574] : INFO : Epoch 1847 | loss: 0.031149 | val_loss: 0.0311675 | Time: 11445.1 ms [2021-12-11 07:49:10 main:574] : INFO : Epoch 1848 | loss: 0.0311489 | val_loss: 0.0311691 | Time: 11897.5 ms [2021-12-11 07:49:22 main:574] : INFO : Epoch 1849 | loss: 0.0311534 | val_loss: 0.0311708 | Time: 11954 ms [2021-12-11 07:49:33 main:574] : INFO : Epoch 1850 | loss: 0.0311546 | val_loss: 0.0311659 | Time: 11132.8 ms [2021-12-11 07:49:44 main:574] : INFO : Epoch 1851 | loss: 0.0311516 | val_loss: 0.031172 | Time: 11025.9 ms [2021-12-11 07:49:55 main:574] : INFO : Epoch 1852 | loss: 0.0311537 | val_loss: 0.0311674 | Time: 10911.6 ms [2021-12-11 07:50:06 main:574] : INFO : Epoch 1853 | loss: 0.0311541 | val_loss: 0.0311702 | Time: 10810.4 ms [2021-12-11 07:50:17 main:574] : INFO : Epoch 1854 | loss: 0.0311515 | val_loss: 0.0311666 | Time: 11213.7 ms [2021-12-11 07:50:28 main:574] : INFO : Epoch 1855 | loss: 0.0311495 | val_loss: 0.0311684 | Time: 11241.9 ms [2021-12-11 07:50:40 main:574] : INFO : Epoch 1856 | loss: 0.0311499 | val_loss: 0.0311683 | Time: 11450.2 ms [2021-12-11 07:50:51 main:574] : INFO : Epoch 1857 | loss: 0.0311482 | val_loss: 0.0311684 | Time: 11602.8 ms [2021-12-11 07:51:02 main:574] : INFO : Epoch 1858 | loss: 0.0311479 | val_loss: 0.0311664 | Time: 11122.7 ms [2021-12-11 07:51:14 main:574] : INFO : Epoch 1859 | loss: 0.0311503 | val_loss: 0.0311666 | Time: 11225.3 ms [2021-12-11 07:51:25 main:574] : INFO : Epoch 1860 | loss: 0.0311499 | val_loss: 0.0311726 | Time: 11736 ms [2021-12-11 07:51:37 main:574] : INFO : Epoch 1861 | loss: 0.0311513 | val_loss: 0.031165 | Time: 11549.9 ms [2021-12-11 07:51:48 main:574] : INFO : Epoch 1862 | loss: 0.0311499 | val_loss: 0.0311672 | Time: 11272.7 ms [2021-12-11 07:51:59 main:574] : INFO : Epoch 1863 | loss: 0.0311527 | val_loss: 0.0311651 | Time: 11260.7 ms [2021-12-11 07:52:11 main:574] : INFO : Epoch 1864 | loss: 0.0311557 | val_loss: 0.0311824 | Time: 11719.7 ms [2021-12-11 07:52:22 main:574] : INFO : Epoch 1865 | loss: 0.0311582 | val_loss: 0.0311671 | Time: 11266.4 ms [2021-12-11 07:52:34 main:574] : INFO : Epoch 1866 | loss: 0.0311477 | val_loss: 0.0311653 | Time: 11153.1 ms [2021-12-11 07:52:46 main:574] : INFO : Epoch 1867 | loss: 0.0311474 | val_loss: 0.0311664 | Time: 12010.8 ms [2021-12-11 07:52:57 main:574] : INFO : Epoch 1868 | loss: 0.0311495 | val_loss: 0.0311685 | Time: 11289.1 ms [2021-12-11 07:53:08 main:574] : INFO : Epoch 1869 | loss: 0.0311607 | val_loss: 0.0311722 | Time: 11156 ms [2021-12-11 07:53:20 main:574] : INFO : Epoch 1870 | loss: 0.0311591 | val_loss: 0.0311666 | Time: 11495.8 ms [2021-12-11 07:53:31 main:574] : INFO : Epoch 1871 | loss: 0.0311553 | val_loss: 0.0311672 | Time: 11475.3 ms [2021-12-11 07:53:42 main:574] : INFO : Epoch 1872 | loss: 0.0311537 | val_loss: 0.0311631 | Time: 11417.9 ms [2021-12-11 07:53:54 main:574] : INFO : Epoch 1873 | loss: 0.0311525 | val_loss: 0.0311654 | Time: 11769.6 ms [2021-12-11 07:54:05 main:574] : INFO : Epoch 1874 | loss: 0.0311513 | val_loss: 0.0311634 | Time: 11195.2 ms [2021-12-11 07:54:17 main:574] : INFO : Epoch 1875 | loss: 0.0311502 | val_loss: 0.0311617 | Time: 11116.1 ms [2021-12-11 07:54:28 main:574] : INFO : Epoch 1876 | loss: 0.031152 | val_loss: 0.0311649 | Time: 11278.8 ms [2021-12-11 07:54:39 main:574] : INFO : Epoch 1877 | loss: 0.0311551 | val_loss: 0.0311735 | Time: 11087.8 ms [2021-12-11 07:54:50 main:574] : INFO : Epoch 1878 | loss: 0.0311547 | val_loss: 0.031169 | Time: 11365 ms [2021-12-11 07:55:02 main:574] : INFO : Epoch 1879 | loss: 0.0311534 | val_loss: 0.0311697 | Time: 11155.2 ms [2021-12-11 07:55:13 main:574] : INFO : Epoch 1880 | loss: 0.0311541 | val_loss: 0.0311703 | Time: 11195.3 ms [2021-12-11 07:55:24 main:574] : INFO : Epoch 1881 | loss: 0.0311524 | val_loss: 0.0311717 | Time: 11241.2 ms [2021-12-11 07:55:35 main:574] : INFO : Epoch 1882 | loss: 0.031151 | val_loss: 0.0311702 | Time: 11257.7 ms [2021-12-11 07:55:47 main:574] : INFO : Epoch 1883 | loss: 0.0311495 | val_loss: 0.0311652 | Time: 11539.6 ms [2021-12-11 07:55:59 main:574] : INFO : Epoch 1884 | loss: 0.03115 | val_loss: 0.0311627 | Time: 11809 ms [2021-12-11 07:56:10 main:574] : INFO : Epoch 1885 | loss: 0.0311491 | val_loss: 0.0311661 | Time: 11639.8 ms [2021-12-11 07:56:21 main:574] : INFO : Epoch 1886 | loss: 0.0311487 | val_loss: 0.0311643 | Time: 11191.8 ms [2021-12-11 07:56:33 main:574] : INFO : Epoch 1887 | loss: 0.0311496 | val_loss: 0.0311709 | Time: 11474.9 ms [2021-12-11 07:56:44 main:574] : INFO : Epoch 1888 | loss: 0.0311526 | val_loss: 0.0311724 | Time: 11241.4 ms [2021-12-11 07:56:56 main:574] : INFO : Epoch 1889 | loss: 0.0311481 | val_loss: 0.0311654 | Time: 11490 ms [2021-12-11 07:57:07 main:574] : INFO : Epoch 1890 | loss: 0.0311498 | val_loss: 0.0311704 | Time: 11327.3 ms [2021-12-11 07:57:18 main:574] : INFO : Epoch 1891 | loss: 0.0311508 | val_loss: 0.0311665 | Time: 10914 ms [2021-12-11 07:57:29 main:574] : INFO : Epoch 1892 | loss: 0.0311521 | val_loss: 0.0311666 | Time: 11370.9 ms [2021-12-11 07:57:41 main:574] : INFO : Epoch 1893 | loss: 0.0311491 | val_loss: 0.031164 | Time: 11288.9 ms [2021-12-11 07:57:52 main:574] : INFO : Epoch 1894 | loss: 0.031149 | val_loss: 0.0311646 | Time: 11199.6 ms [2021-12-11 07:58:04 main:574] : INFO : Epoch 1895 | loss: 0.0311486 | val_loss: 0.031164 | Time: 11696 ms [2021-12-11 07:58:15 main:574] : INFO : Epoch 1896 | loss: 0.0311515 | val_loss: 0.0311634 | Time: 11224 ms [2021-12-11 07:58:26 main:574] : INFO : Epoch 1897 | loss: 0.0311477 | val_loss: 0.0311652 | Time: 11637 ms [2021-12-11 07:58:38 main:574] : INFO : Epoch 1898 | loss: 0.0311473 | val_loss: 0.0311712 | Time: 11258.8 ms [2021-12-11 07:58:49 main:574] : INFO : Epoch 1899 | loss: 0.0311488 | val_loss: 0.0311738 | Time: 11424.8 ms [2021-12-11 07:59:01 main:574] : INFO : Epoch 1900 | loss: 0.0311473 | val_loss: 0.0311669 | Time: 11529.8 ms [2021-12-11 07:59:11 main:574] : INFO : Epoch 1901 | loss: 0.0311444 | val_loss: 0.0311663 | Time: 10654.6 ms [2021-12-11 07:59:23 main:574] : INFO : Epoch 1902 | loss: 0.031144 | val_loss: 0.0311641 | Time: 11347 ms [2021-12-11 07:59:34 main:574] : INFO : Epoch 1903 | loss: 0.0311471 | val_loss: 0.0311655 | Time: 11588.5 ms [2021-12-11 07:59:45 main:574] : INFO : Epoch 1904 | loss: 0.031146 | val_loss: 0.0311652 | Time: 11051.8 ms [2021-12-11 07:59:57 main:574] : INFO : Epoch 1905 | loss: 0.0311466 | val_loss: 0.0311681 | Time: 11515.8 ms [2021-12-11 08:00:08 main:574] : INFO : Epoch 1906 | loss: 0.0311488 | val_loss: 0.0311625 | Time: 11224 ms [2021-12-11 08:00:20 main:574] : INFO : Epoch 1907 | loss: 0.0311474 | val_loss: 0.0311632 | Time: 11872.1 ms [2021-12-11 08:00:32 main:574] : INFO : Epoch 1908 | loss: 0.0311476 | val_loss: 0.0311642 | Time: 11701.6 ms [2021-12-11 08:00:43 main:574] : INFO : Epoch 1909 | loss: 0.0311481 | val_loss: 0.0311669 | Time: 11520.9 ms [2021-12-11 08:00:54 main:574] : INFO : Epoch 1910 | loss: 0.0311504 | val_loss: 0.0311636 | Time: 10973.8 ms [2021-12-11 08:01:06 main:574] : INFO : Epoch 1911 | loss: 0.0311502 | val_loss: 0.0311686 | Time: 11394.4 ms [2021-12-11 08:01:17 main:574] : INFO : Epoch 1912 | loss: 0.0311487 | val_loss: 0.0311636 | Time: 11570.2 ms [2021-12-11 08:01:29 main:574] : INFO : Epoch 1913 | loss: 0.0311474 | val_loss: 0.0311619 | Time: 11769.8 ms [2021-12-11 08:01:40 main:574] : INFO : Epoch 1914 | loss: 0.0311462 | val_loss: 0.0311702 | Time: 11546.1 ms [2021-12-11 08:01:53 main:574] : INFO : Epoch 1915 | loss: 0.031147 | val_loss: 0.0311676 | Time: 12076.9 ms [2021-12-11 08:02:04 main:574] : INFO : Epoch 1916 | loss: 0.031148 | val_loss: 0.0311626 | Time: 11527.4 ms [2021-12-11 08:02:15 main:574] : INFO : Epoch 1917 | loss: 0.0311472 | val_loss: 0.0311654 | Time: 10993.2 ms [2021-12-11 08:02:27 main:574] : INFO : Epoch 1918 | loss: 0.0311459 | val_loss: 0.0311657 | Time: 11583 ms [2021-12-11 08:02:38 main:574] : INFO : Epoch 1919 | loss: 0.0311469 | val_loss: 0.031166 | Time: 11522.3 ms [2021-12-11 08:02:50 main:574] : INFO : Epoch 1920 | loss: 0.0311464 | val_loss: 0.0311651 | Time: 11587.8 ms [2021-12-11 08:03:02 main:574] : INFO : Epoch 1921 | loss: 0.0311457 | val_loss: 0.0311656 | Time: 11765.2 ms [2021-12-11 08:03:13 main:574] : INFO : Epoch 1922 | loss: 0.0311473 | val_loss: 0.0311682 | Time: 11574.5 ms [2021-12-11 08:03:25 main:574] : INFO : Epoch 1923 | loss: 0.0311453 | val_loss: 0.0311643 | Time: 11557.5 ms [2021-12-11 08:03:36 main:574] : INFO : Epoch 1924 | loss: 0.0311451 | val_loss: 0.0311693 | Time: 11177.2 ms [2021-12-11 08:03:47 main:574] : INFO : Epoch 1925 | loss: 0.0311441 | val_loss: 0.0311676 | Time: 10768 ms [2021-12-11 08:03:57 main:574] : INFO : Epoch 1926 | loss: 0.0311448 | val_loss: 0.0311646 | Time: 10539.2 ms [2021-12-11 08:04:09 main:574] : INFO : Epoch 1927 | loss: 0.0311455 | val_loss: 0.0311635 | Time: 11257.5 ms [2021-12-11 08:04:20 main:574] : INFO : Epoch 1928 | loss: 0.0311478 | val_loss: 0.0311643 | Time: 11765.4 ms [2021-12-11 08:04:32 main:574] : INFO : Epoch 1929 | loss: 0.0311502 | val_loss: 0.0311686 | Time: 11897.1 ms [2021-12-11 08:04:44 main:574] : INFO : Epoch 1930 | loss: 0.0311485 | val_loss: 0.0311627 | Time: 11904.9 ms [2021-12-11 08:04:56 main:574] : INFO : Epoch 1931 | loss: 0.0311477 | val_loss: 0.0311665 | Time: 11637.3 ms [2021-12-11 08:05:07 main:574] : INFO : Epoch 1932 | loss: 0.0311472 | val_loss: 0.0311621 | Time: 11431 ms [2021-12-11 08:05:19 main:574] : INFO : Epoch 1933 | loss: 0.0311457 | val_loss: 0.0311675 | Time: 11859.1 ms [2021-12-11 08:05:30 main:574] : INFO : Epoch 1934 | loss: 0.0311442 | val_loss: 0.0311626 | Time: 11410.6 ms [2021-12-11 08:05:42 main:574] : INFO : Epoch 1935 | loss: 0.031145 | val_loss: 0.0311664 | Time: 11593.8 ms [2021-12-11 08:05:53 main:574] : INFO : Epoch 1936 | loss: 0.0311459 | val_loss: 0.0311624 | Time: 11173 ms [2021-12-11 08:06:05 main:574] : INFO : Epoch 1937 | loss: 0.0311467 | val_loss: 0.0311639 | Time: 11591.3 ms [2021-12-11 08:06:16 main:574] : INFO : Epoch 1938 | loss: 0.0311446 | val_loss: 0.0311644 | Time: 10980.4 ms [2021-12-11 08:06:27 main:574] : INFO : Epoch 1939 | loss: 0.0311452 | val_loss: 0.031158 | Time: 11523.1 ms [2021-12-11 08:06:39 main:574] : INFO : Epoch 1940 | loss: 0.0311446 | val_loss: 0.0311618 | Time: 11647.3 ms [2021-12-11 08:06:51 main:574] : INFO : Epoch 1941 | loss: 0.0311448 | val_loss: 0.0311622 | Time: 11520.2 ms [2021-12-11 08:07:01 main:574] : INFO : Epoch 1942 | loss: 0.0311449 | val_loss: 0.0311645 | Time: 10883.9 ms [2021-12-11 08:07:13 main:574] : INFO : Epoch 1943 | loss: 0.0311432 | val_loss: 0.0311636 | Time: 11613.9 ms [2021-12-11 08:07:24 main:574] : INFO : Epoch 1944 | loss: 0.0311424 | val_loss: 0.0311663 | Time: 11128.3 ms [2021-12-11 08:07:36 main:574] : INFO : Epoch 1945 | loss: 0.0311418 | val_loss: 0.0311727 | Time: 11671 ms [2021-12-11 08:07:47 main:574] : INFO : Epoch 1946 | loss: 0.031146 | val_loss: 0.0311638 | Time: 11554.8 ms [2021-12-11 08:07:59 main:574] : INFO : Epoch 1947 | loss: 0.0311418 | val_loss: 0.0311635 | Time: 11718.5 ms [2021-12-11 08:08:11 main:574] : INFO : Epoch 1948 | loss: 0.0311401 | val_loss: 0.031168 | Time: 11803.4 ms [2021-12-11 08:08:23 main:574] : INFO : Epoch 1949 | loss: 0.0311463 | val_loss: 0.0311705 | Time: 11552.8 ms [2021-12-11 08:08:34 main:574] : INFO : Epoch 1950 | loss: 0.0311446 | val_loss: 0.031162 | Time: 11910.2 ms [2021-12-11 08:08:46 main:574] : INFO : Epoch 1951 | loss: 0.0311431 | val_loss: 0.0311624 | Time: 11738 ms [2021-12-11 08:08:57 main:574] : INFO : Epoch 1952 | loss: 0.0311418 | val_loss: 0.031159 | Time: 11117.2 ms [2021-12-11 08:09:09 main:574] : INFO : Epoch 1953 | loss: 0.0311434 | val_loss: 0.0311613 | Time: 11357.4 ms [2021-12-11 08:09:20 main:574] : INFO : Epoch 1954 | loss: 0.0311468 | val_loss: 0.0311705 | Time: 11170.3 ms [2021-12-11 08:09:31 main:574] : INFO : Epoch 1955 | loss: 0.0311427 | val_loss: 0.0311657 | Time: 11555.2 ms [2021-12-11 08:09:43 main:574] : INFO : Epoch 1956 | loss: 0.0311467 | val_loss: 0.0311642 | Time: 11251.9 ms [2021-12-11 08:09:54 main:574] : INFO : Epoch 1957 | loss: 0.0311425 | val_loss: 0.0311658 | Time: 11163.6 ms [2021-12-11 08:10:05 main:574] : INFO : Epoch 1958 | loss: 0.031142 | val_loss: 0.0311624 | Time: 11320.7 ms [2021-12-11 08:10:18 main:574] : INFO : Epoch 1959 | loss: 0.0311409 | val_loss: 0.0311637 | Time: 12637.2 ms [2021-12-11 08:10:29 main:574] : INFO : Epoch 1960 | loss: 0.0311438 | val_loss: 0.0311683 | Time: 11285.4 ms [2021-12-11 08:10:41 main:574] : INFO : Epoch 1961 | loss: 0.0311495 | val_loss: 0.0311672 | Time: 11827.2 ms [2021-12-11 08:10:53 main:574] : INFO : Epoch 1962 | loss: 0.0311459 | val_loss: 0.0311683 | Time: 11828 ms [2021-12-11 08:11:05 main:574] : INFO : Epoch 1963 | loss: 0.0311434 | val_loss: 0.0311589 | Time: 11768 ms [2021-12-11 08:11:16 main:574] : INFO : Epoch 1964 | loss: 0.0311439 | val_loss: 0.0311639 | Time: 11273.4 ms [2021-12-11 08:11:27 main:574] : INFO : Epoch 1965 | loss: 0.0311409 | val_loss: 0.0311623 | Time: 11584.9 ms [2021-12-11 08:11:39 main:574] : INFO : Epoch 1966 | loss: 0.0311394 | val_loss: 0.0311649 | Time: 11499.1 ms [2021-12-11 08:11:50 main:574] : INFO : Epoch 1967 | loss: 0.0311405 | val_loss: 0.0311608 | Time: 11462.5 ms [2021-12-11 08:12:02 main:574] : INFO : Epoch 1968 | loss: 0.0311408 | val_loss: 0.0311653 | Time: 11375.6 ms [2021-12-11 08:12:13 main:574] : INFO : Epoch 1969 | loss: 0.0311402 | val_loss: 0.0311693 | Time: 11374.8 ms [2021-12-11 08:12:25 main:574] : INFO : Epoch 1970 | loss: 0.0311423 | val_loss: 0.0311619 | Time: 11526 ms [2021-12-11 08:12:36 main:574] : INFO : Epoch 1971 | loss: 0.0311395 | val_loss: 0.0311633 | Time: 11354.5 ms [2021-12-11 08:12:47 main:574] : INFO : Epoch 1972 | loss: 0.0311414 | val_loss: 0.0311616 | Time: 10803.5 ms [2021-12-11 08:12:59 main:574] : INFO : Epoch 1973 | loss: 0.0311396 | val_loss: 0.0311675 | Time: 11838.4 ms [2021-12-11 08:13:10 main:574] : INFO : Epoch 1974 | loss: 0.0311436 | val_loss: 0.031162 | Time: 11616.9 ms [2021-12-11 08:13:22 main:574] : INFO : Epoch 1975 | loss: 0.0311443 | val_loss: 0.0311606 | Time: 11418.4 ms [2021-12-11 08:13:33 main:574] : INFO : Epoch 1976 | loss: 0.0311431 | val_loss: 0.0311644 | Time: 11565.9 ms [2021-12-11 08:13:45 main:574] : INFO : Epoch 1977 | loss: 0.0311415 | val_loss: 0.0311659 | Time: 11745.4 ms [2021-12-11 08:13:56 main:574] : INFO : Epoch 1978 | loss: 0.03114 | val_loss: 0.0311646 | Time: 11052 ms [2021-12-11 08:14:08 main:574] : INFO : Epoch 1979 | loss: 0.0311395 | val_loss: 0.0311658 | Time: 11812.1 ms [2021-12-11 08:14:20 main:574] : INFO : Epoch 1980 | loss: 0.031145 | val_loss: 0.0311643 | Time: 11670.1 ms [2021-12-11 08:14:31 main:574] : INFO : Epoch 1981 | loss: 0.0311504 | val_loss: 0.0311618 | Time: 11560 ms [2021-12-11 08:14:42 main:574] : INFO : Epoch 1982 | loss: 0.0311508 | val_loss: 0.0311659 | Time: 11143 ms [2021-12-11 08:14:54 main:574] : INFO : Epoch 1983 | loss: 0.0311507 | val_loss: 0.0311677 | Time: 11576.2 ms [2021-12-11 08:15:06 main:574] : INFO : Epoch 1984 | loss: 0.03115 | val_loss: 0.031166 | Time: 11664.5 ms [2021-12-11 08:15:17 main:574] : INFO : Epoch 1985 | loss: 0.0311488 | val_loss: 0.0311623 | Time: 11716 ms [2021-12-11 08:15:29 main:574] : INFO : Epoch 1986 | loss: 0.0311523 | val_loss: 0.0311693 | Time: 11272.5 ms [2021-12-11 08:15:40 main:574] : INFO : Epoch 1987 | loss: 0.0311539 | val_loss: 0.0311737 | Time: 11239.6 ms [2021-12-11 08:15:52 main:574] : INFO : Epoch 1988 | loss: 0.0311509 | val_loss: 0.0311634 | Time: 11533.4 ms [2021-12-11 08:16:03 main:574] : INFO : Epoch 1989 | loss: 0.0311477 | val_loss: 0.0311654 | Time: 11431.1 ms [2021-12-11 08:16:14 main:574] : INFO : Epoch 1990 | loss: 0.0311489 | val_loss: 0.0311625 | Time: 11055.8 ms [2021-12-11 08:16:25 main:574] : INFO : Epoch 1991 | loss: 0.0311541 | val_loss: 0.0311623 | Time: 10922.8 ms [2021-12-11 08:16:36 main:574] : INFO : Epoch 1992 | loss: 0.0311512 | val_loss: 0.031161 | Time: 11450.5 ms [2021-12-11 08:16:48 main:574] : INFO : Epoch 1993 | loss: 0.031145 | val_loss: 0.0311611 | Time: 11347.8 ms [2021-12-11 08:16:59 main:574] : INFO : Epoch 1994 | loss: 0.0311462 | val_loss: 0.0311624 | Time: 11686.8 ms [2021-12-11 08:17:11 main:574] : INFO : Epoch 1995 | loss: 0.0311446 | val_loss: 0.0311578 | Time: 11146.8 ms [2021-12-11 08:17:22 main:574] : INFO : Epoch 1996 | loss: 0.0311433 | val_loss: 0.0311587 | Time: 11589.3 ms [2021-12-11 08:17:33 main:574] : INFO : Epoch 1997 | loss: 0.0311428 | val_loss: 0.0311643 | Time: 11255.5 ms [2021-12-11 08:17:45 main:574] : INFO : Epoch 1998 | loss: 0.0311458 | val_loss: 0.0311649 | Time: 11275.5 ms [2021-12-11 08:17:56 main:574] : INFO : Epoch 1999 | loss: 0.0311467 | val_loss: 0.0311617 | Time: 11454 ms [2021-12-11 08:18:07 main:574] : INFO : Epoch 2000 | loss: 0.0311432 | val_loss: 0.0311604 | Time: 11233.7 ms [2021-12-11 08:18:19 main:574] : INFO : Epoch 2001 | loss: 0.0311507 | val_loss: 0.0311614 | Time: 11131.3 ms [2021-12-11 08:18:30 main:574] : INFO : Epoch 2002 | loss: 0.0311511 | val_loss: 0.0311602 | Time: 11684.2 ms [2021-12-11 08:18:42 main:574] : INFO : Epoch 2003 | loss: 0.0311483 | val_loss: 0.0311626 | Time: 11971 ms [2021-12-11 08:18:54 main:574] : INFO : Epoch 2004 | loss: 0.0311468 | val_loss: 0.03116 | Time: 11617.8 ms [2021-12-11 08:19:05 main:574] : INFO : Epoch 2005 | loss: 0.0311489 | val_loss: 0.0311601 | Time: 10949.1 ms [2021-12-11 08:19:16 main:574] : INFO : Epoch 2006 | loss: 0.0311478 | val_loss: 0.0311659 | Time: 10828.4 ms [2021-12-11 08:19:27 main:574] : INFO : Epoch 2007 | loss: 0.0311466 | val_loss: 0.031163 | Time: 11589.3 ms [2021-12-11 08:19:39 main:574] : INFO : Epoch 2008 | loss: 0.0311454 | val_loss: 0.0311603 | Time: 11689.7 ms [2021-12-11 08:19:50 main:574] : INFO : Epoch 2009 | loss: 0.0311455 | val_loss: 0.0311613 | Time: 11231.3 ms [2021-12-11 08:20:02 main:574] : INFO : Epoch 2010 | loss: 0.0311437 | val_loss: 0.0311595 | Time: 11491.4 ms [2021-12-11 08:20:13 main:574] : INFO : Epoch 2011 | loss: 0.0311432 | val_loss: 0.0311592 | Time: 11071.5 ms [2021-12-11 08:20:24 main:574] : INFO : Epoch 2012 | loss: 0.0311449 | val_loss: 0.0311606 | Time: 11349.2 ms [2021-12-11 08:20:36 main:574] : INFO : Epoch 2013 | loss: 0.0311467 | val_loss: 0.0311597 | Time: 11388.4 ms [2021-12-11 08:20:47 main:574] : INFO : Epoch 2014 | loss: 0.0311462 | val_loss: 0.0311555 | Time: 11098 ms [2021-12-11 08:20:58 main:574] : INFO : Epoch 2015 | loss: 0.0311513 | val_loss: 0.0311695 | Time: 11368.4 ms [2021-12-11 08:21:10 main:574] : INFO : Epoch 2016 | loss: 0.0311513 | val_loss: 0.0311564 | Time: 11485.5 ms [2021-12-11 08:21:21 main:574] : INFO : Epoch 2017 | loss: 0.0311474 | val_loss: 0.031159 | Time: 11499.6 ms [2021-12-11 08:21:32 main:574] : INFO : Epoch 2018 | loss: 0.0311504 | val_loss: 0.0311621 | Time: 11161.6 ms [2021-12-11 08:21:43 main:574] : INFO : Epoch 2019 | loss: 0.0311501 | val_loss: 0.0311626 | Time: 11242.5 ms [2021-12-11 08:21:55 main:574] : INFO : Epoch 2020 | loss: 0.0311485 | val_loss: 0.031164 | Time: 11315.7 ms [2021-12-11 08:22:07 main:574] : INFO : Epoch 2021 | loss: 0.0311492 | val_loss: 0.0311597 | Time: 11773.7 ms [2021-12-11 08:22:18 main:574] : INFO : Epoch 2022 | loss: 0.0311494 | val_loss: 0.0311723 | Time: 11022.1 ms [2021-12-11 08:22:29 main:574] : INFO : Epoch 2023 | loss: 0.0311471 | val_loss: 0.0311633 | Time: 11253.5 ms [2021-12-11 08:22:40 main:574] : INFO : Epoch 2024 | loss: 0.0311469 | val_loss: 0.0311586 | Time: 10972.8 ms [2021-12-11 08:22:52 main:574] : INFO : Epoch 2025 | loss: 0.0311444 | val_loss: 0.0311622 | Time: 12063.7 ms [2021-12-11 08:23:03 main:574] : INFO : Epoch 2026 | loss: 0.0311435 | val_loss: 0.0311646 | Time: 11434.8 ms [2021-12-11 08:23:14 main:574] : INFO : Epoch 2027 | loss: 0.0311474 | val_loss: 0.0311623 | Time: 11058.2 ms [2021-12-11 08:23:26 main:574] : INFO : Epoch 2028 | loss: 0.0311466 | val_loss: 0.0311615 | Time: 11248.3 ms [2021-12-11 08:23:37 main:574] : INFO : Epoch 2029 | loss: 0.0311422 | val_loss: 0.0311598 | Time: 11284.2 ms [2021-12-11 08:23:48 main:574] : INFO : Epoch 2030 | loss: 0.0311527 | val_loss: 0.0311691 | Time: 11167.6 ms [2021-12-11 08:24:00 main:574] : INFO : Epoch 2031 | loss: 0.0311555 | val_loss: 0.0311636 | Time: 11706.4 ms [2021-12-11 08:24:11 main:574] : INFO : Epoch 2032 | loss: 0.0311496 | val_loss: 0.0311618 | Time: 11056.3 ms [2021-12-11 08:24:23 main:574] : INFO : Epoch 2033 | loss: 0.0311474 | val_loss: 0.0311616 | Time: 11605.5 ms [2021-12-11 08:24:34 main:574] : INFO : Epoch 2034 | loss: 0.0311453 | val_loss: 0.0311639 | Time: 11120.4 ms [2021-12-11 08:24:46 main:574] : INFO : Epoch 2035 | loss: 0.0311467 | val_loss: 0.0311594 | Time: 11927.3 ms [2021-12-11 08:24:57 main:574] : INFO : Epoch 2036 | loss: 0.0311481 | val_loss: 0.0311613 | Time: 11395.4 ms [2021-12-11 08:25:08 main:574] : INFO : Epoch 2037 | loss: 0.0311458 | val_loss: 0.0311627 | Time: 11439.7 ms [2021-12-11 08:25:20 main:574] : INFO : Epoch 2038 | loss: 0.0311456 | val_loss: 0.031161 | Time: 11147 ms [2021-12-11 08:25:31 main:574] : INFO : Epoch 2039 | loss: 0.0311439 | val_loss: 0.0311627 | Time: 11660.7 ms [2021-12-11 08:25:42 main:574] : INFO : Epoch 2040 | loss: 0.0311479 | val_loss: 0.0311614 | Time: 10937.8 ms [2021-12-11 08:25:54 main:574] : INFO : Epoch 2041 | loss: 0.031149 | val_loss: 0.0311624 | Time: 11938.5 ms [2021-12-11 08:26:06 main:574] : INFO : Epoch 2042 | loss: 0.0311468 | val_loss: 0.0311684 | Time: 11612.1 ms [2021-12-11 08:26:18 main:574] : INFO : Epoch 2043 | loss: 0.0311458 | val_loss: 0.0311635 | Time: 12047.2 ms [2021-12-11 08:26:29 main:574] : INFO : Epoch 2044 | loss: 0.0311464 | val_loss: 0.0311632 | Time: 11137.6 ms [2021-12-11 08:26:40 main:574] : INFO : Epoch 2045 | loss: 0.0311475 | val_loss: 0.0311676 | Time: 11449 ms [2021-12-11 08:26:52 main:574] : INFO : Epoch 2046 | loss: 0.0311453 | val_loss: 0.0311657 | Time: 11820.7 ms [2021-12-11 08:27:04 main:574] : INFO : Epoch 2047 | loss: 0.031144 | val_loss: 0.0311626 | Time: 11844.3 ms [2021-12-11 08:27:15 main:574] : INFO : Epoch 2048 | loss: 0.0311445 | val_loss: 0.0311589 | Time: 11130.1 ms [2021-12-11 08:27:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311589 [2021-12-11 08:27:15 main:603] : INFO : Saving end state to config to file [2021-12-11 08:27:15 main:608] : INFO : Success, exiting.. 08:27:15 (15868): 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)