Task 12957011
| Name | ParityModified-1647042290-23503-0_0 |
| Workunit | 10089300 |
| Created | 11 Mar 2022, 23:44:52 UTC |
| Sent | 13 Mar 2022, 9:45:35 UTC |
| Report deadline | 21 Mar 2022, 9:45:35 UTC |
| Received | 13 Mar 2022, 21:08:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1150 |
| Run time | 56 min 57 sec |
| CPU time | 55 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.91 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1658 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1651.44 ms
[2022-03-13 13:54:02 main:574] : INFO : Epoch 1659 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1652.87 ms
[2022-03-13 13:54:04 main:574] : INFO : Epoch 1660 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1649.8 ms
[2022-03-13 13:54:05 main:574] : INFO : Epoch 1661 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1636.59 ms
[2022-03-13 13:54:07 main:574] : INFO : Epoch 1662 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1641.36 ms
[2022-03-13 13:54:09 main:574] : INFO : Epoch 1663 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1637.98 ms
[2022-03-13 13:54:10 main:574] : INFO : Epoch 1664 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1648.02 ms
[2022-03-13 13:54:12 main:574] : INFO : Epoch 1665 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1648.76 ms
[2022-03-13 13:54:14 main:574] : INFO : Epoch 1666 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1641.88 ms
[2022-03-13 13:54:15 main:574] : INFO : Epoch 1667 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1642.13 ms
[2022-03-13 13:54:17 main:574] : INFO : Epoch 1668 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 1637.19 ms
[2022-03-13 13:54:19 main:574] : INFO : Epoch 1669 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1646.95 ms
[2022-03-13 13:54:20 main:574] : INFO : Epoch 1670 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1652.68 ms
[2022-03-13 13:54:22 main:574] : INFO : Epoch 1671 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1644.77 ms
[2022-03-13 13:54:24 main:574] : INFO : Epoch 1672 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1662.57 ms
[2022-03-13 13:54:25 main:574] : INFO : Epoch 1673 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1639.21 ms
[2022-03-13 13:54:27 main:574] : INFO : Epoch 1674 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1640.14 ms
[2022-03-13 13:54:29 main:574] : INFO : Epoch 1675 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1638.71 ms
[2022-03-13 13:54:30 main:574] : INFO : Epoch 1676 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1644.32 ms
[2022-03-13 13:54:32 main:574] : INFO : Epoch 1677 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1656.27 ms
[2022-03-13 13:54:33 main:574] : INFO : Epoch 1678 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1657.08 ms
[2022-03-13 13:54:35 main:574] : INFO : Epoch 1679 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1642.91 ms
[2022-03-13 13:54:37 main:574] : INFO : Epoch 1680 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1649.74 ms
[2022-03-13 13:54:38 main:574] : INFO : Epoch 1681 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1651.13 ms
[2022-03-13 13:54:40 main:574] : INFO : Epoch 1682 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1649.22 ms
[2022-03-13 13:54:42 main:574] : INFO : Epoch 1683 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1669.19 ms
[2022-03-13 13:54:43 main:574] : INFO : Epoch 1684 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1649.25 ms
[2022-03-13 13:54:45 main:574] : INFO : Epoch 1685 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1646.86 ms
[2022-03-13 13:54:47 main:574] : INFO : Epoch 1686 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1637.5 ms
[2022-03-13 13:54:48 main:574] : INFO : Epoch 1687 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1646.97 ms
[2022-03-13 13:54:50 main:574] : INFO : Epoch 1688 | loss: 0.031251 | val_loss: 0.031252 | Time: 1640 ms
[2022-03-13 13:54:52 main:574] : INFO : Epoch 1689 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1670.37 ms
[2022-03-13 13:54:53 main:574] : INFO : Epoch 1690 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1637.73 ms
[2022-03-13 13:54:55 main:574] : INFO : Epoch 1691 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1646.79 ms
[2022-03-13 13:54:57 main:574] : INFO : Epoch 1692 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1650.42 ms
[2022-03-13 13:54:58 main:574] : INFO : Epoch 1693 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1652.69 ms
[2022-03-13 13:55:00 main:574] : INFO : Epoch 1694 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1655.95 ms
[2022-03-13 13:55:02 main:574] : INFO : Epoch 1695 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1651.17 ms
[2022-03-13 13:55:03 main:574] : INFO : Epoch 1696 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1654.2 ms
[2022-03-13 13:55:05 main:574] : INFO : Epoch 1697 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1655.06 ms
[2022-03-13 13:55:07 main:574] : INFO : Epoch 1698 | loss: 0.0312502 | val_loss: 0.031251 | Time: 1638.36 ms
[2022-03-13 13:55:08 main:574] : INFO : Epoch 1699 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1649.31 ms
[2022-03-13 13:55:10 main:574] : INFO : Epoch 1700 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1645 ms
[2022-03-13 13:55:12 main:574] : INFO : Epoch 1701 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1662.54 ms
[2022-03-13 13:55:13 main:574] : INFO : Epoch 1702 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1647.49 ms
[2022-03-13 13:55:15 main:574] : INFO : Epoch 1703 | loss: 0.0312514 | val_loss: 0.0312516 | Time: 1655.1 ms
[2022-03-13 13:55:17 main:574] : INFO : Epoch 1704 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 1648.36 ms
[2022-03-13 13:55:18 main:574] : INFO : Epoch 1705 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1649.25 ms
[2022-03-13 13:55:20 main:574] : INFO : Epoch 1706 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1646.68 ms
[2022-03-13 13:55:22 main:574] : INFO : Epoch 1707 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1661.93 ms
[2022-03-13 13:55:23 main:574] : INFO : Epoch 1708 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1633.06 ms
[2022-03-13 13:55:25 main:574] : INFO : Epoch 1709 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1653.59 ms
[2022-03-13 13:55:27 main:574] : INFO : Epoch 1710 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1634.38 ms
[2022-03-13 13:55:28 main:574] : INFO : Epoch 1711 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1646.81 ms
[2022-03-13 13:55:30 main:574] : INFO : Epoch 1712 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1644.26 ms
[2022-03-13 13:55:31 main:574] : INFO : Epoch 1713 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1656.71 ms
[2022-03-13 13:55:33 main:574] : INFO : Epoch 1714 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1638.6 ms
[2022-03-13 13:55:35 main:574] : INFO : Epoch 1715 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1653.66 ms
[2022-03-13 13:55:36 main:574] : INFO : Epoch 1716 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1634.91 ms
[2022-03-13 13:55:38 main:574] : INFO : Epoch 1717 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1644.8 ms
[2022-03-13 13:55:40 main:574] : INFO : Epoch 1718 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1647.35 ms
[2022-03-13 13:55:41 main:574] : INFO : Epoch 1719 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1667.95 ms
[2022-03-13 13:55:43 main:574] : INFO : Epoch 1720 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1643 ms
[2022-03-13 13:55:45 main:574] : INFO : Epoch 1721 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1640.4 ms
[2022-03-13 13:55:46 main:574] : INFO : Epoch 1722 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1636.57 ms
[2022-03-13 13:55:48 main:574] : INFO : Epoch 1723 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1642.91 ms
[2022-03-13 13:55:50 main:574] : INFO : Epoch 1724 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1649.1 ms
[2022-03-13 13:55:51 main:574] : INFO : Epoch 1725 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1646.04 ms
[2022-03-13 13:55:53 main:574] : INFO : Epoch 1726 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1651.37 ms
[2022-03-13 13:55:55 main:574] : INFO : Epoch 1727 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1645.64 ms
[2022-03-13 13:55:56 main:574] : INFO : Epoch 1728 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1652.93 ms
[2022-03-13 13:55:58 main:574] : INFO : Epoch 1729 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1634.92 ms
[2022-03-13 13:56:00 main:574] : INFO : Epoch 1730 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1650.92 ms
[2022-03-13 13:56:01 main:574] : INFO : Epoch 1731 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1643.63 ms
[2022-03-13 13:56:03 main:574] : INFO : Epoch 1732 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1647.38 ms
[2022-03-13 13:56:05 main:574] : INFO : Epoch 1733 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 1643.95 ms
[2022-03-13 13:56:06 main:574] : INFO : Epoch 1734 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1637.03 ms
[2022-03-13 13:56:08 main:574] : INFO : Epoch 1735 | loss: 0.0312504 | val_loss: 0.0312523 | Time: 1642.61 ms
[2022-03-13 13:56:09 main:574] : INFO : Epoch 1736 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1649.26 ms
[2022-03-13 13:56:11 main:574] : INFO : Epoch 1737 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1641.36 ms
[2022-03-13 13:56:13 main:574] : INFO : Epoch 1738 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1655.96 ms
[2022-03-13 13:56:14 main:574] : INFO : Epoch 1739 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1640.67 ms
[2022-03-13 13:56:16 main:574] : INFO : Epoch 1740 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1649.27 ms
[2022-03-13 13:56:18 main:574] : INFO : Epoch 1741 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1642.21 ms
[2022-03-13 13:56:19 main:574] : INFO : Epoch 1742 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1651.99 ms
[2022-03-13 13:56:21 main:574] : INFO : Epoch 1743 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1644.34 ms
[2022-03-13 13:56:23 main:574] : INFO : Epoch 1744 | loss: 0.0312516 | val_loss: 0.0312506 | Time: 1653.88 ms
[2022-03-13 13:56:24 main:574] : INFO : Epoch 1745 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1643.55 ms
[2022-03-13 13:56:26 main:574] : INFO : Epoch 1746 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1649.23 ms
[2022-03-13 13:56:28 main:574] : INFO : Epoch 1747 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1634.56 ms
[2022-03-13 13:56:29 main:574] : INFO : Epoch 1748 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1654.65 ms
[2022-03-13 13:56:31 main:574] : INFO : Epoch 1749 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1641.97 ms
[2022-03-13 13:56:33 main:574] : INFO : Epoch 1750 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1651.88 ms
[2022-03-13 13:56:34 main:574] : INFO : Epoch 1751 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1638.87 ms
[2022-03-13 13:56:36 main:574] : INFO : Epoch 1752 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1646.48 ms
[2022-03-13 13:56:38 main:574] : INFO : Epoch 1753 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1637.33 ms
[2022-03-13 13:56:39 main:574] : INFO : Epoch 1754 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1655.12 ms
[2022-03-13 13:56:41 main:574] : INFO : Epoch 1755 | loss: 0.0312509 | val_loss: 0.0312537 | Time: 1647.02 ms
[2022-03-13 13:56:42 main:574] : INFO : Epoch 1756 | loss: 0.0312521 | val_loss: 0.0312509 | Time: 1649.03 ms
[2022-03-13 13:56:44 main:574] : INFO : Epoch 1757 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1637.34 ms
[2022-03-13 13:56:46 main:574] : INFO : Epoch 1758 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1642.97 ms
[2022-03-13 13:56:47 main:574] : INFO : Epoch 1759 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1639.72 ms
[2022-03-13 13:56:49 main:574] : INFO : Epoch 1760 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1649.93 ms
[2022-03-13 13:56:51 main:574] : INFO : Epoch 1761 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1647.63 ms
[2022-03-13 13:56:52 main:574] : INFO : Epoch 1762 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 1653.04 ms
[2022-03-13 13:56:54 main:574] : INFO : Epoch 1763 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 1641.5 ms
[2022-03-13 13:56:56 main:574] : INFO : Epoch 1764 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1646.27 ms
[2022-03-13 13:56:57 main:574] : INFO : Epoch 1765 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1638.46 ms
[2022-03-13 13:56:59 main:574] : INFO : Epoch 1766 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1653.48 ms
[2022-03-13 13:57:01 main:574] : INFO : Epoch 1767 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 1645.4 ms
[2022-03-13 13:57:02 main:574] : INFO : Epoch 1768 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1652.95 ms
[2022-03-13 13:57:04 main:574] : INFO : Epoch 1769 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 1649.63 ms
[2022-03-13 13:57:06 main:574] : INFO : Epoch 1770 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1655.57 ms
[2022-03-13 13:57:07 main:574] : INFO : Epoch 1771 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1642.31 ms
[2022-03-13 13:57:09 main:574] : INFO : Epoch 1772 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1647.14 ms
[2022-03-13 13:57:11 main:574] : INFO : Epoch 1773 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1646.46 ms
[2022-03-13 13:57:12 main:574] : INFO : Epoch 1774 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1659.34 ms
[2022-03-13 13:57:14 main:574] : INFO : Epoch 1775 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1649.62 ms
[2022-03-13 13:57:16 main:574] : INFO : Epoch 1776 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1649.46 ms
[2022-03-13 13:57:17 main:574] : INFO : Epoch 1777 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1650.04 ms
[2022-03-13 13:57:19 main:574] : INFO : Epoch 1778 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1642.38 ms
[2022-03-13 13:57:21 main:574] : INFO : Epoch 1779 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1654.68 ms
[2022-03-13 13:57:22 main:574] : INFO : Epoch 1780 | loss: 0.0312503 | val_loss: 0.031251 | Time: 1651.08 ms
[2022-03-13 13:57:24 main:574] : INFO : Epoch 1781 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1637.09 ms
[2022-03-13 13:57:25 main:574] : INFO : Epoch 1782 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1640.74 ms
[2022-03-13 13:57:27 main:574] : INFO : Epoch 1783 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1641.28 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 970)
[2022-03-13 13:58:03 main:435] : INFO : Set logging level to 1
[2022-03-13 13:58:03 main:441] : INFO : Running in BOINC Client mode
[2022-03-13 13:58:03 main:444] : INFO : Resolving all filenames
[2022-03-13 13:58:03 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-13 13:58:03 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-13 13:58:03 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-13 13:58:03 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0)
[2022-03-13 13:58:03 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-13 13:58:03 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-13 13:58:03 main:474] : INFO : Configuration:
[2022-03-13 13:58:03 main:475] : INFO : Model type: GRU
[2022-03-13 13:58:03 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-13 13:58:03 main:477] : INFO : Max Epochs: 2048
[2022-03-13 13:58:03 main:478] : INFO : Batch Size: 128
[2022-03-13 13:58:03 main:479] : INFO : Learning Rate: 0.01
[2022-03-13 13:58:03 main:480] : INFO : Patience: 10
[2022-03-13 13:58:03 main:481] : INFO : Hidden Width: 12
[2022-03-13 13:58:03 main:482] : INFO : # Recurrent Layers: 4
[2022-03-13 13:58:03 main:483] : INFO : # Backend Layers: 4
[2022-03-13 13:58:03 main:484] : INFO : # Threads: 1
[2022-03-13 13:58:03 main:486] : INFO : Preparing Dataset
[2022-03-13 13:58:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-13 13:58:04 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-13 13:58:05 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-13 13:58:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-13 13:58:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-13 13:58:05 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-13 13:58:05 main:494] : INFO : Creating Model
[2022-03-13 13:58:05 main:507] : INFO : Preparing config file
[2022-03-13 13:58:05 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-13 13:58:05 main:512] : INFO : Loading config
[2022-03-13 13:58:05 main:514] : INFO : Loading state
[2022-03-13 13:58:06 main:559] : INFO : Loading DataLoader into Memory
[2022-03-13 13:58:06 main:562] : INFO : Starting Training
[2022-03-13 13:58:08 main:574] : INFO : Epoch 1754 | loss: 0.0313707 | val_loss: 0.0312767 | Time: 1845.45 ms
[2022-03-13 13:58:09 main:574] : INFO : Epoch 1755 | loss: 0.0312621 | val_loss: 0.0312558 | Time: 1623.2 ms
[2022-03-13 13:58:11 main:574] : INFO : Epoch 1756 | loss: 0.0312536 | val_loss: 0.031252 | Time: 1634.91 ms
[2022-03-13 13:58:12 main:574] : INFO : Epoch 1757 | loss: 0.0312523 | val_loss: 0.0312508 | Time: 1639.45 ms
[2022-03-13 13:58:14 main:574] : INFO : Epoch 1758 | loss: 0.0312516 | val_loss: 0.0312513 | Time: 1634.31 ms
[2022-03-13 13:58:16 main:574] : INFO : Epoch 1759 | loss: 0.0312506 | val_loss: 0.031249 | Time: 1636.29 ms
[2022-03-13 13:58:17 main:574] : INFO : Epoch 1760 | loss: 0.0312491 | val_loss: 0.0312483 | Time: 1634.6 ms
[2022-03-13 13:58:19 main:574] : INFO : Epoch 1761 | loss: 0.0312486 | val_loss: 0.0312467 | Time: 1628.36 ms
[2022-03-13 13:58:21 main:574] : INFO : Epoch 1762 | loss: 0.031245 | val_loss: 0.0312454 | Time: 1640.17 ms
[2022-03-13 13:58:22 main:574] : INFO : Epoch 1763 | loss: 0.0312412 | val_loss: 0.0312459 | Time: 1648.64 ms
[2022-03-13 13:58:24 main:574] : INFO : Epoch 1764 | loss: 0.0312337 | val_loss: 0.0312215 | Time: 1631.14 ms
[2022-03-13 13:58:26 main:574] : INFO : Epoch 1765 | loss: 0.031232 | val_loss: 0.0312416 | Time: 1636.88 ms
[2022-03-13 13:58:27 main:574] : INFO : Epoch 1766 | loss: 0.0312225 | val_loss: 0.0312135 | Time: 1635.68 ms
[2022-03-13 13:58:29 main:574] : INFO : Epoch 1767 | loss: 0.0312071 | val_loss: 0.0312055 | Time: 1641.31 ms
[2022-03-13 13:58:30 main:574] : INFO : Epoch 1768 | loss: 0.031202 | val_loss: 0.0312133 | Time: 1641.75 ms
[2022-03-13 13:58:32 main:574] : INFO : Epoch 1769 | loss: 0.031205 | val_loss: 0.0311984 | Time: 1640.63 ms
[2022-03-13 13:58:34 main:574] : INFO : Epoch 1770 | loss: 0.0311985 | val_loss: 0.0311954 | Time: 1647.39 ms
[2022-03-13 13:58:35 main:574] : INFO : Epoch 1771 | loss: 0.0311906 | val_loss: 0.0311909 | Time: 1636.53 ms
[2022-03-13 13:58:37 main:574] : INFO : Epoch 1772 | loss: 0.0311874 | val_loss: 0.0311885 | Time: 1638.84 ms
[2022-03-13 13:58:39 main:574] : INFO : Epoch 1773 | loss: 0.031186 | val_loss: 0.0311886 | Time: 1633.23 ms
[2022-03-13 13:58:40 main:574] : INFO : Epoch 1774 | loss: 0.0311841 | val_loss: 0.0311866 | Time: 1640.32 ms
[2022-03-13 13:58:42 main:574] : INFO : Epoch 1775 | loss: 0.0311828 | val_loss: 0.0311846 | Time: 1647 ms
[2022-03-13 13:58:44 main:574] : INFO : Epoch 1776 | loss: 0.0311839 | val_loss: 0.0311861 | Time: 1636.56 ms
[2022-03-13 13:58:45 main:574] : INFO : Epoch 1777 | loss: 0.0311834 | val_loss: 0.0311865 | Time: 1630.05 ms
[2022-03-13 13:58:47 main:574] : INFO : Epoch 1778 | loss: 0.0311799 | val_loss: 0.0311804 | Time: 1641.91 ms
[2022-03-13 13:58:49 main:574] : INFO : Epoch 1779 | loss: 0.0311778 | val_loss: 0.0311813 | Time: 1637.61 ms
[2022-03-13 13:58:50 main:574] : INFO : Epoch 1780 | loss: 0.0311783 | val_loss: 0.0311822 | Time: 1640.88 ms
[2022-03-13 13:58:52 main:574] : INFO : Epoch 1781 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 1636.24 ms
[2022-03-13 13:58:54 main:574] : INFO : Epoch 1782 | loss: 0.0311747 | val_loss: 0.0311798 | Time: 1652.53 ms
[2022-03-13 13:58:55 main:574] : INFO : Epoch 1783 | loss: 0.0311747 | val_loss: 0.0311773 | Time: 1642.59 ms
[2022-03-13 13:58:57 main:574] : INFO : Epoch 1784 | loss: 0.031177 | val_loss: 0.0311854 | Time: 1640.96 ms
[2022-03-13 13:58:58 main:574] : INFO : Epoch 1785 | loss: 0.0311745 | val_loss: 0.0311799 | Time: 1633.89 ms
[2022-03-13 13:59:00 main:574] : INFO : Epoch 1786 | loss: 0.031173 | val_loss: 0.0311802 | Time: 1641.04 ms
[2022-03-13 13:59:02 main:574] : INFO : Epoch 1787 | loss: 0.0311731 | val_loss: 0.031179 | Time: 1642.6 ms
[2022-03-13 13:59:03 main:574] : INFO : Epoch 1788 | loss: 0.0311736 | val_loss: 0.0311798 | Time: 1640.29 ms
[2022-03-13 13:59:05 main:574] : INFO : Epoch 1789 | loss: 0.0311724 | val_loss: 0.0311799 | Time: 1637.22 ms
[2022-03-13 13:59:07 main:574] : INFO : Epoch 1790 | loss: 0.031169 | val_loss: 0.0311816 | Time: 1643.35 ms
[2022-03-13 13:59:08 main:574] : INFO : Epoch 1791 | loss: 0.0311688 | val_loss: 0.0311813 | Time: 1643.61 ms
[2022-03-13 13:59:10 main:574] : INFO : Epoch 1792 | loss: 0.0311703 | val_loss: 0.031181 | Time: 1647.67 ms
[2022-03-13 13:59:12 main:574] : INFO : Epoch 1793 | loss: 0.0311707 | val_loss: 0.0311819 | Time: 1645.36 ms
[2022-03-13 13:59:13 main:574] : INFO : Epoch 1794 | loss: 0.031168 | val_loss: 0.0311806 | Time: 1641.51 ms
[2022-03-13 13:59:15 main:574] : INFO : Epoch 1795 | loss: 0.0311661 | val_loss: 0.0311786 | Time: 1629.54 ms
[2022-03-13 13:59:17 main:574] : INFO : Epoch 1796 | loss: 0.0311654 | val_loss: 0.0311805 | Time: 1643.43 ms
[2022-03-13 13:59:18 main:574] : INFO : Epoch 1797 | loss: 0.0311645 | val_loss: 0.0311785 | Time: 1636.81 ms
[2022-03-13 13:59:20 main:574] : INFO : Epoch 1798 | loss: 0.0311638 | val_loss: 0.0311806 | Time: 1648.45 ms
[2022-03-13 13:59:22 main:574] : INFO : Epoch 1799 | loss: 0.0311656 | val_loss: 0.0311756 | Time: 1639.09 ms
[2022-03-13 13:59:23 main:574] : INFO : Epoch 1800 | loss: 0.0311674 | val_loss: 0.0311785 | Time: 1649.01 ms
[2022-03-13 13:59:25 main:574] : INFO : Epoch 1801 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 1630.74 ms
[2022-03-13 13:59:26 main:574] : INFO : Epoch 1802 | loss: 0.0311678 | val_loss: 0.0311794 | Time: 1644.13 ms
[2022-03-13 13:59:28 main:574] : INFO : Epoch 1803 | loss: 0.0311641 | val_loss: 0.0311772 | Time: 1632.05 ms
[2022-03-13 13:59:30 main:574] : INFO : Epoch 1804 | loss: 0.0311631 | val_loss: 0.0311815 | Time: 1642.79 ms
[2022-03-13 13:59:31 main:574] : INFO : Epoch 1805 | loss: 0.0311622 | val_loss: 0.0311813 | Time: 1645.28 ms
[2022-03-13 13:59:33 main:574] : INFO : Epoch 1806 | loss: 0.0311626 | val_loss: 0.0311807 | Time: 1654.64 ms
[2022-03-13 13:59:35 main:574] : INFO : Epoch 1807 | loss: 0.0311593 | val_loss: 0.0311814 | Time: 1630.86 ms
[2022-03-13 13:59:36 main:574] : INFO : Epoch 1808 | loss: 0.031165 | val_loss: 0.0311787 | Time: 1640.26 ms
[2022-03-13 13:59:38 main:574] : INFO : Epoch 1809 | loss: 0.0311678 | val_loss: 0.0311777 | Time: 1629.12 ms
[2022-03-13 13:59:40 main:574] : INFO : Epoch 1810 | loss: 0.0311647 | val_loss: 0.031176 | Time: 1649.13 ms
[2022-03-13 13:59:41 main:574] : INFO : Epoch 1811 | loss: 0.0311636 | val_loss: 0.0311766 | Time: 1635.31 ms
[2022-03-13 13:59:43 main:574] : INFO : Epoch 1812 | loss: 0.0311626 | val_loss: 0.0311848 | Time: 1646.4 ms
[2022-03-13 13:59:45 main:574] : INFO : Epoch 1813 | loss: 0.0311638 | val_loss: 0.0311755 | Time: 1635.31 ms
[2022-03-13 13:59:46 main:574] : INFO : Epoch 1814 | loss: 0.0311609 | val_loss: 0.0311805 | Time: 1645.29 ms
[2022-03-13 13:59:48 main:574] : INFO : Epoch 1815 | loss: 0.0311612 | val_loss: 0.0311837 | Time: 1636.89 ms
[2022-03-13 13:59:50 main:574] : INFO : Epoch 1816 | loss: 0.0311591 | val_loss: 0.031177 | Time: 1638.07 ms
[2022-03-13 13:59:51 main:574] : INFO : Epoch 1817 | loss: 0.0311578 | val_loss: 0.0311787 | Time: 1645.01 ms
[2022-03-13 13:59:53 main:574] : INFO : Epoch 1818 | loss: 0.0311574 | val_loss: 0.0311802 | Time: 1647.82 ms
[2022-03-13 13:59:54 main:574] : INFO : Epoch 1819 | loss: 0.0311607 | val_loss: 0.0311874 | Time: 1630.59 ms
[2022-03-13 13:59:56 main:574] : INFO : Epoch 1820 | loss: 0.0311603 | val_loss: 0.0311783 | Time: 1639.26 ms
[2022-03-13 13:59:58 main:574] : INFO : Epoch 1821 | loss: 0.0311574 | val_loss: 0.0311813 | Time: 1629.52 ms
[2022-03-13 13:59:59 main:574] : INFO : Epoch 1822 | loss: 0.0311555 | val_loss: 0.0311808 | Time: 1643.9 ms
[2022-03-13 14:00:01 main:574] : INFO : Epoch 1823 | loss: 0.031155 | val_loss: 0.0311801 | Time: 1643.21 ms
[2022-03-13 14:00:03 main:574] : INFO : Epoch 1824 | loss: 0.0311561 | val_loss: 0.031182 | Time: 1643.23 ms
[2022-03-13 14:00:04 main:574] : INFO : Epoch 1825 | loss: 0.031154 | val_loss: 0.0311794 | Time: 1631.69 ms
[2022-03-13 14:00:06 main:574] : INFO : Epoch 1826 | loss: 0.0311526 | val_loss: 0.0311867 | Time: 1643.14 ms
[2022-03-13 14:00:08 main:574] : INFO : Epoch 1827 | loss: 0.031154 | val_loss: 0.0311784 | Time: 1632.81 ms
[2022-03-13 14:00:09 main:574] : INFO : Epoch 1828 | loss: 0.0311541 | val_loss: 0.0311784 | Time: 1641.6 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 970)
[2022-03-13 16:01:00 main:435] : INFO : Set logging level to 1
[2022-03-13 16:01:00 main:441] : INFO : Running in BOINC Client mode
[2022-03-13 16:01:00 main:444] : INFO : Resolving all filenames
[2022-03-13 16:01:00 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-13 16:01:00 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-13 16:01:00 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-13 16:01:00 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0)
[2022-03-13 16:01:00 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-13 16:01:00 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-13 16:01:00 main:474] : INFO : Configuration:
[2022-03-13 16:01:00 main:475] : INFO : Model type: GRU
[2022-03-13 16:01:00 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-13 16:01:00 main:477] : INFO : Max Epochs: 2048
[2022-03-13 16:01:00 main:478] : INFO : Batch Size: 128
[2022-03-13 16:01:00 main:479] : INFO : Learning Rate: 0.01
[2022-03-13 16:01:00 main:480] : INFO : Patience: 10
[2022-03-13 16:01:00 main:481] : INFO : Hidden Width: 12
[2022-03-13 16:01:00 main:482] : INFO : # Recurrent Layers: 4
[2022-03-13 16:01:00 main:483] : INFO : # Backend Layers: 4
[2022-03-13 16:01:00 main:484] : INFO : # Threads: 1
[2022-03-13 16:01:00 main:486] : INFO : Preparing Dataset
[2022-03-13 16:01:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-13 16:01:00 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-13 16:01:01 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-13 16:01:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-13 16:01:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-13 16:01:02 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-13 16:01:02 main:494] : INFO : Creating Model
[2022-03-13 16:01:02 main:507] : INFO : Preparing config file
[2022-03-13 16:01:02 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-13 16:01:02 main:512] : INFO : Loading config
[2022-03-13 16:01:02 main:514] : INFO : Loading state
[2022-03-13 16:01:02 main:559] : INFO : Loading DataLoader into Memory
[2022-03-13 16:01:02 main:562] : INFO : Starting Training
[2022-03-13 16:01:04 main:574] : INFO : Epoch 1793 | loss: 0.0313301 | val_loss: 0.0312632 | Time: 1839.21 ms
[2022-03-13 16:01:06 main:574] : INFO : Epoch 1794 | loss: 0.0312412 | val_loss: 0.0312235 | Time: 1628.03 ms
[2022-03-13 16:01:07 main:574] : INFO : Epoch 1795 | loss: 0.0311976 | val_loss: 0.0311861 | Time: 1627.15 ms
[2022-03-13 16:01:09 main:574] : INFO : Epoch 1796 | loss: 0.0311791 | val_loss: 0.0311791 | Time: 1632.6 ms
[2022-03-13 16:01:11 main:574] : INFO : Epoch 1797 | loss: 0.0311786 | val_loss: 0.0311727 | Time: 1638.45 ms
[2022-03-13 16:01:12 main:574] : INFO : Epoch 1798 | loss: 0.0311778 | val_loss: 0.031175 | Time: 1649.34 ms
[2022-03-13 16:01:14 main:574] : INFO : Epoch 1799 | loss: 0.0311691 | val_loss: 0.0311686 | Time: 1652.58 ms
[2022-03-13 16:01:15 main:574] : INFO : Epoch 1800 | loss: 0.0311661 | val_loss: 0.0311695 | Time: 1633.61 ms
[2022-03-13 16:01:17 main:574] : INFO : Epoch 1801 | loss: 0.0311655 | val_loss: 0.0311681 | Time: 1636.34 ms
[2022-03-13 16:01:19 main:574] : INFO : Epoch 1802 | loss: 0.0311656 | val_loss: 0.0311775 | Time: 1641.28 ms
[2022-03-13 16:01:20 main:574] : INFO : Epoch 1803 | loss: 0.0311672 | val_loss: 0.0311688 | Time: 1639.5 ms
[2022-03-13 16:01:22 main:574] : INFO : Epoch 1804 | loss: 0.0311639 | val_loss: 0.0311752 | Time: 1652.55 ms
[2022-03-13 16:01:24 main:574] : INFO : Epoch 1805 | loss: 0.0311639 | val_loss: 0.0311686 | Time: 1654.24 ms
[2022-03-13 16:01:25 main:574] : INFO : Epoch 1806 | loss: 0.0311587 | val_loss: 0.0311703 | Time: 1639.09 ms
[2022-03-13 16:01:27 main:574] : INFO : Epoch 1807 | loss: 0.0311573 | val_loss: 0.0311722 | Time: 1645.02 ms
[2022-03-13 16:01:29 main:574] : INFO : Epoch 1808 | loss: 0.0311569 | val_loss: 0.0311751 | Time: 1644.5 ms
[2022-03-13 16:01:30 main:574] : INFO : Epoch 1809 | loss: 0.0311562 | val_loss: 0.0311767 | Time: 1645.27 ms
[2022-03-13 16:01:32 main:574] : INFO : Epoch 1810 | loss: 0.0311546 | val_loss: 0.0311749 | Time: 1647.87 ms
[2022-03-13 16:01:34 main:574] : INFO : Epoch 1811 | loss: 0.031156 | val_loss: 0.0311753 | Time: 1648.18 ms
[2022-03-13 16:01:35 main:574] : INFO : Epoch 1812 | loss: 0.0311531 | val_loss: 0.0311712 | Time: 1645.46 ms
[2022-03-13 16:01:37 main:574] : INFO : Epoch 1813 | loss: 0.0311562 | val_loss: 0.0311698 | Time: 1641.11 ms
[2022-03-13 16:01:39 main:574] : INFO : Epoch 1814 | loss: 0.0311547 | val_loss: 0.0311749 | Time: 1646.45 ms
[2022-03-13 16:01:40 main:574] : INFO : Epoch 1815 | loss: 0.0311558 | val_loss: 0.0311708 | Time: 1641.24 ms
[2022-03-13 16:01:42 main:574] : INFO : Epoch 1816 | loss: 0.0311543 | val_loss: 0.0311695 | Time: 1646.99 ms
[2022-03-13 16:01:44 main:574] : INFO : Epoch 1817 | loss: 0.0311536 | val_loss: 0.0311712 | Time: 1645.28 ms
[2022-03-13 16:01:45 main:574] : INFO : Epoch 1818 | loss: 0.031154 | val_loss: 0.031168 | Time: 1641.88 ms
[2022-03-13 16:01:47 main:574] : INFO : Epoch 1819 | loss: 0.0311541 | val_loss: 0.0311699 | Time: 1639.03 ms
[2022-03-13 16:01:48 main:574] : INFO : Epoch 1820 | loss: 0.0311509 | val_loss: 0.0311698 | Time: 1640.78 ms
[2022-03-13 16:01:50 main:574] : INFO : Epoch 1821 | loss: 0.0311538 | val_loss: 0.0311666 | Time: 1639.79 ms
[2022-03-13 16:01:52 main:574] : INFO : Epoch 1822 | loss: 0.0311541 | val_loss: 0.0311672 | Time: 1642.61 ms
[2022-03-13 16:01:53 main:574] : INFO : Epoch 1823 | loss: 0.0311499 | val_loss: 0.0311698 | Time: 1651.66 ms
[2022-03-13 16:01:55 main:574] : INFO : Epoch 1824 | loss: 0.0311483 | val_loss: 0.0311749 | Time: 1645.01 ms
[2022-03-13 16:01:57 main:574] : INFO : Epoch 1825 | loss: 0.0311498 | val_loss: 0.0311736 | Time: 1638.89 ms
[2022-03-13 16:01:58 main:574] : INFO : Epoch 1826 | loss: 0.0311475 | val_loss: 0.0311694 | Time: 1645.45 ms
[2022-03-13 16:02:00 main:574] : INFO : Epoch 1827 | loss: 0.0311469 | val_loss: 0.0311746 | Time: 1638.07 ms
[2022-03-13 16:02:02 main:574] : INFO : Epoch 1828 | loss: 0.0311461 | val_loss: 0.0311716 | Time: 1647.56 ms
[2022-03-13 16:02:03 main:574] : INFO : Epoch 1829 | loss: 0.0311456 | val_loss: 0.0311707 | Time: 1644.45 ms
[2022-03-13 16:02:05 main:574] : INFO : Epoch 1830 | loss: 0.0311459 | val_loss: 0.0311719 | Time: 1662.35 ms
[2022-03-13 16:02:07 main:574] : INFO : Epoch 1831 | loss: 0.0311469 | val_loss: 0.0311762 | Time: 1637.15 ms
[2022-03-13 16:02:08 main:574] : INFO : Epoch 1832 | loss: 0.0311489 | val_loss: 0.0311776 | Time: 1645.61 ms
[2022-03-13 16:02:10 main:574] : INFO : Epoch 1833 | loss: 0.0311473 | val_loss: 0.031172 | Time: 1633.47 ms
[2022-03-13 16:02:12 main:574] : INFO : Epoch 1834 | loss: 0.0311579 | val_loss: 0.0311714 | Time: 1647.82 ms
[2022-03-13 16:02:13 main:574] : INFO : Epoch 1835 | loss: 0.0311539 | val_loss: 0.0311722 | Time: 1650.96 ms
[2022-03-13 16:02:15 main:574] : INFO : Epoch 1836 | loss: 0.0311504 | val_loss: 0.0311899 | Time: 1642.2 ms
[2022-03-13 16:02:17 main:574] : INFO : Epoch 1837 | loss: 0.0311481 | val_loss: 0.0311699 | Time: 1639.45 ms
[2022-03-13 16:02:18 main:574] : INFO : Epoch 1838 | loss: 0.0311457 | val_loss: 0.0311731 | Time: 1644.91 ms
[2022-03-13 16:02:20 main:574] : INFO : Epoch 1839 | loss: 0.0311438 | val_loss: 0.0311748 | Time: 1635.52 ms
[2022-03-13 16:02:21 main:574] : INFO : Epoch 1840 | loss: 0.0311425 | val_loss: 0.0311747 | Time: 1643.83 ms
[2022-03-13 16:02:23 main:574] : INFO : Epoch 1841 | loss: 0.0311477 | val_loss: 0.0311737 | Time: 1658.52 ms
[2022-03-13 16:02:25 main:574] : INFO : Epoch 1842 | loss: 0.0311449 | val_loss: 0.0311778 | Time: 1648.8 ms
[2022-03-13 16:02:26 main:574] : INFO : Epoch 1843 | loss: 0.0311422 | val_loss: 0.0311733 | Time: 1642.7 ms
[2022-03-13 16:02:28 main:574] : INFO : Epoch 1844 | loss: 0.0311475 | val_loss: 0.0311838 | Time: 1646.72 ms
[2022-03-13 16:02:30 main:574] : INFO : Epoch 1845 | loss: 0.0311476 | val_loss: 0.031176 | Time: 1641.68 ms
[2022-03-13 16:02:31 main:574] : INFO : Epoch 1846 | loss: 0.0311413 | val_loss: 0.0311722 | Time: 1650.75 ms
[2022-03-13 16:02:33 main:574] : INFO : Epoch 1847 | loss: 0.0311376 | val_loss: 0.0311757 | Time: 1643.96 ms
[2022-03-13 16:02:35 main:574] : INFO : Epoch 1848 | loss: 0.0311381 | val_loss: 0.0311733 | Time: 1650.67 ms
[2022-03-13 16:02:36 main:574] : INFO : Epoch 1849 | loss: 0.0311399 | val_loss: 0.0311761 | Time: 1640.93 ms
[2022-03-13 16:02:38 main:574] : INFO : Epoch 1850 | loss: 0.0311415 | val_loss: 0.0311751 | Time: 1647.67 ms
[2022-03-13 16:02:40 main:574] : INFO : Epoch 1851 | loss: 0.0311453 | val_loss: 0.0311758 | Time: 1638.91 ms
[2022-03-13 16:02:41 main:574] : INFO : Epoch 1852 | loss: 0.0311442 | val_loss: 0.0311789 | Time: 1653.73 ms
[2022-03-13 16:02:43 main:574] : INFO : Epoch 1853 | loss: 0.0311415 | val_loss: 0.0311803 | Time: 1640.42 ms
[2022-03-13 16:02:45 main:574] : INFO : Epoch 1854 | loss: 0.0311407 | val_loss: 0.0311742 | Time: 1657.45 ms
[2022-03-13 16:02:46 main:574] : INFO : Epoch 1855 | loss: 0.0311378 | val_loss: 0.031177 | Time: 1640.05 ms
[2022-03-13 16:02:48 main:574] : INFO : Epoch 1856 | loss: 0.03114 | val_loss: 0.0311777 | Time: 1642.38 ms
[2022-03-13 16:02:50 main:574] : INFO : Epoch 1857 | loss: 0.0311409 | val_loss: 0.0311714 | Time: 1633.93 ms
[2022-03-13 16:02:51 main:574] : INFO : Epoch 1858 | loss: 0.0311388 | val_loss: 0.0311849 | Time: 1649.76 ms
[2022-03-13 16:02:53 main:574] : INFO : Epoch 1859 | loss: 0.0311373 | val_loss: 0.0311791 | Time: 1647.54 ms
[2022-03-13 16:02:55 main:574] : INFO : Epoch 1860 | loss: 0.0311382 | val_loss: 0.031176 | Time: 1656.87 ms
[2022-03-13 16:02:56 main:574] : INFO : Epoch 1861 | loss: 0.0311364 | val_loss: 0.0311818 | Time: 1636.53 ms
[2022-03-13 16:02:58 main:574] : INFO : Epoch 1862 | loss: 0.0311365 | val_loss: 0.0311748 | Time: 1646.51 ms
[2022-03-13 16:02:59 main:574] : INFO : Epoch 1863 | loss: 0.0311386 | val_loss: 0.0311766 | Time: 1641.59 ms
[2022-03-13 16:03:01 main:574] : INFO : Epoch 1864 | loss: 0.0311368 | val_loss: 0.0311816 | Time: 1655.23 ms
[2022-03-13 16:03:03 main:574] : INFO : Epoch 1865 | loss: 0.0311348 | val_loss: 0.0311816 | Time: 1647.37 ms
[2022-03-13 16:03:04 main:574] : INFO : Epoch 1866 | loss: 0.0311358 | val_loss: 0.0311849 | Time: 1648.25 ms
[2022-03-13 16:03:06 main:574] : INFO : Epoch 1867 | loss: 0.0311356 | val_loss: 0.0311766 | Time: 1641.85 ms
[2022-03-13 16:03:08 main:574] : INFO : Epoch 1868 | loss: 0.031133 | val_loss: 0.0311877 | Time: 1647.73 ms
[2022-03-13 16:03:09 main:574] : INFO : Epoch 1869 | loss: 0.0311322 | val_loss: 0.0311868 | Time: 1643.19 ms
[2022-03-13 16:03:11 main:574] : INFO : Epoch 1870 | loss: 0.0311321 | val_loss: 0.0311809 | Time: 1647.45 ms
[2022-03-13 16:03:13 main:574] : INFO : Epoch 1871 | loss: 0.0311331 | val_loss: 0.0311803 | Time: 1643.27 ms
[2022-03-13 16:03:14 main:574] : INFO : Epoch 1872 | loss: 0.0311395 | val_loss: 0.0311859 | Time: 1651.49 ms
[2022-03-13 16:03:16 main:574] : INFO : Epoch 1873 | loss: 0.0311381 | val_loss: 0.0311775 | Time: 1635.08 ms
[2022-03-13 16:03:18 main:574] : INFO : Epoch 1874 | loss: 0.0311397 | val_loss: 0.0311821 | Time: 1640.9 ms
[2022-03-13 16:03:19 main:574] : INFO : Epoch 1875 | loss: 0.0311395 | val_loss: 0.0311772 | Time: 1640.2 ms
[2022-03-13 16:03:21 main:574] : INFO : Epoch 1876 | loss: 0.0311388 | val_loss: 0.0311778 | Time: 1647.57 ms
[2022-03-13 16:03:23 main:574] : INFO : Epoch 1877 | loss: 0.0311321 | val_loss: 0.0311788 | Time: 1646.65 ms
[2022-03-13 16:03:24 main:574] : INFO : Epoch 1878 | loss: 0.0311307 | val_loss: 0.031182 | Time: 1650.6 ms
[2022-03-13 16:03:26 main:574] : INFO : Epoch 1879 | loss: 0.0311359 | val_loss: 0.0311818 | Time: 1641.02 ms
[2022-03-13 16:03:28 main:574] : INFO : Epoch 1880 | loss: 0.0311481 | val_loss: 0.0311782 | Time: 1643.38 ms
[2022-03-13 16:03:29 main:574] : INFO : Epoch 1881 | loss: 0.0311425 | val_loss: 0.0311761 | Time: 1638.16 ms
[2022-03-13 16:03:31 main:574] : INFO : Epoch 1882 | loss: 0.0311379 | val_loss: 0.0311758 | Time: 1645.94 ms
[2022-03-13 16:03:32 main:574] : INFO : Epoch 1883 | loss: 0.0311348 | val_loss: 0.0311835 | Time: 1654.66 ms
[2022-03-13 16:03:34 main:574] : INFO : Epoch 1884 | loss: 0.0311426 | val_loss: 0.0311774 | Time: 1649.83 ms
[2022-03-13 16:03:36 main:574] : INFO : Epoch 1885 | loss: 0.0311425 | val_loss: 0.0311803 | Time: 1641.5 ms
[2022-03-13 16:03:37 main:574] : INFO : Epoch 1886 | loss: 0.031135 | val_loss: 0.031178 | Time: 1647.58 ms
[2022-03-13 16:03:39 main:574] : INFO : Epoch 1887 | loss: 0.0311363 | val_loss: 0.0311808 | Time: 1639.82 ms
[2022-03-13 16:03:41 main:574] : INFO : Epoch 1888 | loss: 0.0311323 | val_loss: 0.0311822 | Time: 1644.68 ms
[2022-03-13 16:03:42 main:574] : INFO : Epoch 1889 | loss: 0.0311361 | val_loss: 0.0311784 | Time: 1654.29 ms
[2022-03-13 16:03:44 main:574] : INFO : Epoch 1890 | loss: 0.0311346 | val_loss: 0.0311791 | Time: 1662.46 ms
[2022-03-13 16:03:46 main:574] : INFO : Epoch 1891 | loss: 0.0311343 | val_loss: 0.0311798 | Time: 1685.08 ms
[2022-03-13 16:03:47 main:574] : INFO : Epoch 1892 | loss: 0.0311393 | val_loss: 0.031176 | Time: 1707.12 ms
[2022-03-13 16:03:49 main:574] : INFO : Epoch 1893 | loss: 0.0311399 | val_loss: 0.0311781 | Time: 1648.85 ms
[2022-03-13 16:03:51 main:574] : INFO : Epoch 1894 | loss: 0.0311382 | val_loss: 0.0311752 | Time: 1660.54 ms
[2022-03-13 16:03:52 main:574] : INFO : Epoch 1895 | loss: 0.0311323 | val_loss: 0.031181 | Time: 1660.17 ms
[2022-03-13 16:03:54 main:574] : INFO : Epoch 1896 | loss: 0.0311326 | val_loss: 0.031181 | Time: 1663.06 ms
[2022-03-13 16:03:56 main:574] : INFO : Epoch 1897 | loss: 0.0311334 | val_loss: 0.0311829 | Time: 1651.13 ms
[2022-03-13 16:03:57 main:574] : INFO : Epoch 1898 | loss: 0.0311333 | val_loss: 0.0311836 | Time: 1655.68 ms
[2022-03-13 16:03:59 main:574] : INFO : Epoch 1899 | loss: 0.0311311 | val_loss: 0.0311744 | Time: 1657.07 ms
[2022-03-13 16:04:01 main:574] : INFO : Epoch 1900 | loss: 0.0311277 | val_loss: 0.0311905 | Time: 1659.37 ms
[2022-03-13 16:04:02 main:574] : INFO : Epoch 1901 | loss: 0.0311293 | val_loss: 0.0311823 | Time: 1657.91 ms
[2022-03-13 16:04:04 main:574] : INFO : Epoch 1902 | loss: 0.0311294 | val_loss: 0.031177 | Time: 1663.3 ms
[2022-03-13 16:04:06 main:574] : INFO : Epoch 1903 | loss: 0.0311302 | val_loss: 0.0311824 | Time: 1651.37 ms
[2022-03-13 16:04:07 main:574] : INFO : Epoch 1904 | loss: 0.031129 | val_loss: 0.0311771 | Time: 1650.13 ms
[2022-03-13 16:04:09 main:574] : INFO : Epoch 1905 | loss: 0.0311265 | val_loss: 0.0311873 | Time: 1651.58 ms
[2022-03-13 16:04:11 main:574] : INFO : Epoch 1906 | loss: 0.0311252 | val_loss: 0.0311856 | Time: 1660.17 ms
[2022-03-13 16:04:12 main:574] : INFO : Epoch 1907 | loss: 0.0311252 | val_loss: 0.0311915 | Time: 1659.09 ms
[2022-03-13 16:04:14 main:574] : INFO : Epoch 1908 | loss: 0.0311298 | val_loss: 0.0311803 | Time: 1658.02 ms
[2022-03-13 16:04:16 main:574] : INFO : Epoch 1909 | loss: 0.0311328 | val_loss: 0.0311846 | Time: 1652.86 ms
[2022-03-13 16:04:17 main:574] : INFO : Epoch 1910 | loss: 0.0311298 | val_loss: 0.0311793 | Time: 1653.6 ms
[2022-03-13 16:04:19 main:574] : INFO : Epoch 1911 | loss: 0.0311318 | val_loss: 0.0311854 | Time: 1655.78 ms
[2022-03-13 16:04:21 main:574] : INFO : Epoch 1912 | loss: 0.0311341 | val_loss: 0.0311835 | Time: 1658.88 ms
[2022-03-13 16:04:22 main:574] : INFO : Epoch 1913 | loss: 0.0311302 | val_loss: 0.031186 | Time: 1660.12 ms
[2022-03-13 16:04:24 main:574] : INFO : Epoch 1914 | loss: 0.0311282 | val_loss: 0.031187 | Time: 1661 ms
[2022-03-13 16:04:26 main:574] : INFO : Epoch 1915 | loss: 0.0311229 | val_loss: 0.0311854 | Time: 1659.66 ms
[2022-03-13 16:04:27 main:574] : INFO : Epoch 1916 | loss: 0.0311255 | val_loss: 0.0311867 | Time: 1651.84 ms
[2022-03-13 16:04:29 main:574] : INFO : Epoch 1917 | loss: 0.0311313 | val_loss: 0.0311807 | Time: 1653.05 ms
[2022-03-13 16:04:31 main:574] : INFO : Epoch 1918 | loss: 0.0311319 | val_loss: 0.0311787 | Time: 1645.67 ms
[2022-03-13 16:04:32 main:574] : INFO : Epoch 1919 | loss: 0.0311314 | val_loss: 0.031184 | Time: 1654.42 ms
[2022-03-13 16:04:34 main:574] : INFO : Epoch 1920 | loss: 0.0311288 | val_loss: 0.0311857 | Time: 1654.43 ms
[2022-03-13 16:04:36 main:574] : INFO : Epoch 1921 | loss: 0.0311264 | val_loss: 0.0311808 | Time: 1637.05 ms
[2022-03-13 16:04:37 main:574] : INFO : Epoch 1922 | loss: 0.0311262 | val_loss: 0.0311879 | Time: 1643.56 ms
[2022-03-13 16:04:39 main:574] : INFO : Epoch 1923 | loss: 0.0311246 | val_loss: 0.0311861 | Time: 1647.62 ms
[2022-03-13 16:04:41 main:574] : INFO : Epoch 1924 | loss: 0.0311266 | val_loss: 0.0311918 | Time: 1642.94 ms
[2022-03-13 16:04:42 main:574] : INFO : Epoch 1925 | loss: 0.0311258 | val_loss: 0.0311871 | Time: 1648.06 ms
[2022-03-13 16:04:44 main:574] : INFO : Epoch 1926 | loss: 0.031126 | val_loss: 0.0311856 | Time: 1651.43 ms
[2022-03-13 16:04:46 main:574] : INFO : Epoch 1927 | loss: 0.0311254 | val_loss: 0.0311833 | Time: 1647.32 ms
[2022-03-13 16:04:47 main:574] : INFO : Epoch 1928 | loss: 0.0311253 | val_loss: 0.0311883 | Time: 1638.71 ms
[2022-03-13 16:04:49 main:574] : INFO : Epoch 1929 | loss: 0.0311269 | val_loss: 0.0311901 | Time: 1644.11 ms
[2022-03-13 16:04:51 main:574] : INFO : Epoch 1930 | loss: 0.0311244 | val_loss: 0.0311914 | Time: 1635.96 ms
[2022-03-13 16:04:52 main:574] : INFO : Epoch 1931 | loss: 0.0311253 | val_loss: 0.0311846 | Time: 1651.46 ms
[2022-03-13 16:04:54 main:574] : INFO : Epoch 1932 | loss: 0.0311262 | val_loss: 0.0311871 | Time: 1660.91 ms
[2022-03-13 16:04:55 main:574] : INFO : Epoch 1933 | loss: 0.0311254 | val_loss: 0.0311833 | Time: 1644.65 ms
[2022-03-13 16:04:57 main:574] : INFO : Epoch 1934 | loss: 0.0311221 | val_loss: 0.0311857 | Time: 1636.07 ms
[2022-03-13 16:04:59 main:574] : INFO : Epoch 1935 | loss: 0.0311199 | val_loss: 0.0311866 | Time: 1642.14 ms
[2022-03-13 16:05:00 main:574] : INFO : Epoch 1936 | loss: 0.0311254 | val_loss: 0.0311863 | Time: 1638.91 ms
[2022-03-13 16:05:02 main:574] : INFO : Epoch 1937 | loss: 0.0311292 | val_loss: 0.0311874 | Time: 1651.7 ms
[2022-03-13 16:05:04 main:574] : INFO : Epoch 1938 | loss: 0.0311263 | val_loss: 0.0311935 | Time: 1644.99 ms
[2022-03-13 16:05:05 main:574] : INFO : Epoch 1939 | loss: 0.0311235 | val_loss: 0.0311939 | Time: 1649.97 ms
[2022-03-13 16:05:07 main:574] : INFO : Epoch 1940 | loss: 0.0311236 | val_loss: 0.0311875 | Time: 1634.76 ms
[2022-03-13 16:05:09 main:574] : INFO : Epoch 1941 | loss: 0.0311216 | val_loss: 0.0311882 | Time: 1645.37 ms
[2022-03-13 16:05:10 main:574] : INFO : Epoch 1942 | loss: 0.0311237 | val_loss: 0.0311908 | Time: 1640.53 ms
[2022-03-13 16:05:12 main:574] : INFO : Epoch 1943 | loss: 0.0311189 | val_loss: 0.0311903 | Time: 1658.42 ms
[2022-03-13 16:05:14 main:574] : INFO : Epoch 1944 | loss: 0.0311193 | val_loss: 0.0311892 | Time: 1652.82 ms
[2022-03-13 16:05:15 main:574] : INFO : Epoch 1945 | loss: 0.0311224 | val_loss: 0.0311906 | Time: 1646.17 ms
[2022-03-13 16:05:17 main:574] : INFO : Epoch 1946 | loss: 0.0311183 | val_loss: 0.0311855 | Time: 1632.22 ms
[2022-03-13 16:05:19 main:574] : INFO : Epoch 1947 | loss: 0.0311188 | val_loss: 0.0311857 | Time: 1648.44 ms
[2022-03-13 16:05:20 main:574] : INFO : Epoch 1948 | loss: 0.0311239 | val_loss: 0.0311889 | Time: 1631.3 ms
[2022-03-13 16:05:22 main:574] : INFO : Epoch 1949 | loss: 0.0311252 | val_loss: 0.0311903 | Time: 1654.53 ms
[2022-03-13 16:05:24 main:574] : INFO : Epoch 1950 | loss: 0.0311234 | val_loss: 0.0311963 | Time: 1657.99 ms
[2022-03-13 16:05:25 main:574] : INFO : Epoch 1951 | loss: 0.031119 | val_loss: 0.0311925 | Time: 1640.97 ms
[2022-03-13 16:05:27 main:574] : INFO : Epoch 1952 | loss: 0.0311245 | val_loss: 0.0311891 | Time: 1636.74 ms
[2022-03-13 16:05:29 main:574] : INFO : Epoch 1953 | loss: 0.0311262 | val_loss: 0.0311788 | Time: 1648.2 ms
[2022-03-13 16:05:30 main:574] : INFO : Epoch 1954 | loss: 0.031134 | val_loss: 0.0311913 | Time: 1638.65 ms
[2022-03-13 16:05:32 main:574] : INFO : Epoch 1955 | loss: 0.0311309 | val_loss: 0.0311841 | Time: 1651.05 ms
[2022-03-13 16:05:33 main:574] : INFO : Epoch 1956 | loss: 0.0311237 | val_loss: 0.0311837 | Time: 1649.34 ms
[2022-03-13 16:05:35 main:574] : INFO : Epoch 1957 | loss: 0.0311314 | val_loss: 0.0311883 | Time: 1644.96 ms
[2022-03-13 16:05:37 main:574] : INFO : Epoch 1958 | loss: 0.0311298 | val_loss: 0.0311885 | Time: 1644.92 ms
[2022-03-13 16:05:38 main:574] : INFO : Epoch 1959 | loss: 0.0311252 | val_loss: 0.0311877 | Time: 1649.46 ms
[2022-03-13 16:05:40 main:574] : INFO : Epoch 1960 | loss: 0.0311258 | val_loss: 0.0311829 | Time: 1639.87 ms
[2022-03-13 16:05:42 main:574] : INFO : Epoch 1961 | loss: 0.0311264 | val_loss: 0.031184 | Time: 1645.83 ms
[2022-03-13 16:05:43 main:574] : INFO : Epoch 1962 | loss: 0.0311225 | val_loss: 0.0311898 | Time: 1649.41 ms
[2022-03-13 16:05:45 main:574] : INFO : Epoch 1963 | loss: 0.0311208 | val_loss: 0.0312047 | Time: 1641.94 ms
[2022-03-13 16:05:47 main:574] : INFO : Epoch 1964 | loss: 0.0311198 | val_loss: 0.0311953 | Time: 1641.97 ms
[2022-03-13 16:05:48 main:574] : INFO : Epoch 1965 | loss: 0.0311199 | val_loss: 0.0311834 | Time: 1643.71 ms
[2022-03-13 16:05:50 main:574] : INFO : Epoch 1966 | loss: 0.0311221 | val_loss: 0.0311899 | Time: 1637.65 ms
[2022-03-13 16:05:52 main:574] : INFO : Epoch 1967 | loss: 0.0311185 | val_loss: 0.0312037 | Time: 1650.03 ms
[2022-03-13 16:05:53 main:574] : INFO : Epoch 1968 | loss: 0.0311195 | val_loss: 0.0311992 | Time: 1651.45 ms
[2022-03-13 16:05:55 main:574] : INFO : Epoch 1969 | loss: 0.0311183 | val_loss: 0.031192 | Time: 1649.29 ms
[2022-03-13 16:05:57 main:574] : INFO : Epoch 1970 | loss: 0.0311162 | val_loss: 0.0311904 | Time: 1650.02 ms
[2022-03-13 16:05:58 main:574] : INFO : Epoch 1971 | loss: 0.0311164 | val_loss: 0.0311963 | Time: 1643.51 ms
[2022-03-13 16:06:00 main:574] : INFO : Epoch 1972 | loss: 0.0311169 | val_loss: 0.0311918 | Time: 1641.5 ms
[2022-03-13 16:06:02 main:574] : INFO : Epoch 1973 | loss: 0.0311157 | val_loss: 0.0311917 | Time: 1640.73 ms
[2022-03-13 16:06:03 main:574] : INFO : Epoch 1974 | loss: 0.0311141 | val_loss: 0.0311958 | Time: 1652.64 ms
[2022-03-13 16:06:05 main:574] : INFO : Epoch 1975 | loss: 0.0311244 | val_loss: 0.0311892 | Time: 1644.96 ms
[2022-03-13 16:06:07 main:574] : INFO : Epoch 1976 | loss: 0.0311266 | val_loss: 0.0311912 | Time: 1645.92 ms
[2022-03-13 16:06:08 main:574] : INFO : Epoch 1977 | loss: 0.0311204 | val_loss: 0.0312 | Time: 1634.84 ms
[2022-03-13 16:06:10 main:574] : INFO : Epoch 1978 | loss: 0.0311161 | val_loss: 0.0311955 | Time: 1648.06 ms
[2022-03-13 16:06:11 main:574] : INFO : Epoch 1979 | loss: 0.0311168 | val_loss: 0.0311903 | Time: 1643.81 ms
[2022-03-13 16:06:13 main:574] : INFO : Epoch 1980 | loss: 0.0311344 | val_loss: 0.0311841 | Time: 1648.71 ms
[2022-03-13 16:06:15 main:574] : INFO : Epoch 1981 | loss: 0.0311346 | val_loss: 0.0311913 | Time: 1649.91 ms
[2022-03-13 16:06:16 main:574] : INFO : Epoch 1982 | loss: 0.0311299 | val_loss: 0.0311864 | Time: 1652.99 ms
[2022-03-13 16:06:18 main:574] : INFO : Epoch 1983 | loss: 0.0311247 | val_loss: 0.0311989 | Time: 1643.01 ms
[2022-03-13 16:06:20 main:574] : INFO : Epoch 1984 | loss: 0.031119 | val_loss: 0.0311903 | Time: 1648.57 ms
[2022-03-13 16:06:21 main:574] : INFO : Epoch 1985 | loss: 0.0311213 | val_loss: 0.031189 | Time: 1647.82 ms
[2022-03-13 16:06:23 main:574] : INFO : Epoch 1986 | loss: 0.031121 | val_loss: 0.0311943 | Time: 1652.22 ms
[2022-03-13 16:06:25 main:574] : INFO : Epoch 1987 | loss: 0.0311198 | val_loss: 0.0311918 | Time: 1646.95 ms
[2022-03-13 16:06:26 main:574] : INFO : Epoch 1988 | loss: 0.0311174 | val_loss: 0.0311916 | Time: 1646.85 ms
[2022-03-13 16:06:28 main:574] : INFO : Epoch 1989 | loss: 0.0311204 | val_loss: 0.0311941 | Time: 1640.74 ms
[2022-03-13 16:06:30 main:574] : INFO : Epoch 1990 | loss: 0.0311229 | val_loss: 0.0311896 | Time: 1644.32 ms
[2022-03-13 16:06:31 main:574] : INFO : Epoch 1991 | loss: 0.0311262 | val_loss: 0.0311913 | Time: 1636.95 ms
[2022-03-13 16:06:33 main:574] : INFO : Epoch 1992 | loss: 0.0311239 | val_loss: 0.0311924 | Time: 1655.6 ms
[2022-03-13 16:06:35 main:574] : INFO : Epoch 1993 | loss: 0.0311222 | val_loss: 0.0311937 | Time: 1656.73 ms
[2022-03-13 16:06:36 main:574] : INFO : Epoch 1994 | loss: 0.031118 | val_loss: 0.0311943 | Time: 1647.55 ms
[2022-03-13 16:06:38 main:574] : INFO : Epoch 1995 | loss: 0.0311172 | val_loss: 0.0311952 | Time: 1645.55 ms
[2022-03-13 16:06:40 main:574] : INFO : Epoch 1996 | loss: 0.031119 | val_loss: 0.0312061 | Time: 1647.98 ms
[2022-03-13 16:06:41 main:574] : INFO : Epoch 1997 | loss: 0.0311209 | val_loss: 0.0311981 | Time: 1643.52 ms
[2022-03-13 16:06:43 main:574] : INFO : Epoch 1998 | loss: 0.0311188 | val_loss: 0.0311948 | Time: 1655.92 ms
[2022-03-13 16:06:45 main:574] : INFO : Epoch 1999 | loss: 0.0311252 | val_loss: 0.0311953 | Time: 1652.25 ms
[2022-03-13 16:06:46 main:574] : INFO : Epoch 2000 | loss: 0.0311207 | val_loss: 0.0311919 | Time: 1640.76 ms
[2022-03-13 16:06:48 main:574] : INFO : Epoch 2001 | loss: 0.0311169 | val_loss: 0.0311965 | Time: 1638.81 ms
[2022-03-13 16:06:49 main:574] : INFO : Epoch 2002 | loss: 0.0311117 | val_loss: 0.0312029 | Time: 1644.96 ms
[2022-03-13 16:06:51 main:574] : INFO : Epoch 2003 | loss: 0.0311084 | val_loss: 0.0312035 | Time: 1663.77 ms
[2022-03-13 16:06:53 main:574] : INFO : Epoch 2004 | loss: 0.0311096 | val_loss: 0.0311891 | Time: 1662.04 ms
[2022-03-13 16:06:54 main:574] : INFO : Epoch 2005 | loss: 0.0311116 | val_loss: 0.0311957 | Time: 1645.62 ms
[2022-03-13 16:06:56 main:574] : INFO : Epoch 2006 | loss: 0.0311114 | val_loss: 0.0311966 | Time: 1648.97 ms
[2022-03-13 16:06:58 main:574] : INFO : Epoch 2007 | loss: 0.0311127 | val_loss: 0.0311952 | Time: 1633.04 ms
[2022-03-13 16:06:59 main:574] : INFO : Epoch 2008 | loss: 0.0311194 | val_loss: 0.0312039 | Time: 1639.2 ms
[2022-03-13 16:07:01 main:574] : INFO : Epoch 2009 | loss: 0.0311191 | val_loss: 0.0311882 | Time: 1637.85 ms
[2022-03-13 16:07:03 main:574] : INFO : Epoch 2010 | loss: 0.03112 | val_loss: 0.0311857 | Time: 1651.18 ms
[2022-03-13 16:07:04 main:574] : INFO : Epoch 2011 | loss: 0.0311176 | val_loss: 0.0311902 | Time: 1639.31 ms
[2022-03-13 16:07:06 main:574] : INFO : Epoch 2012 | loss: 0.0311136 | val_loss: 0.03119 | Time: 1648.44 ms
[2022-03-13 16:07:08 main:574] : INFO : Epoch 2013 | loss: 0.0311127 | val_loss: 0.0312064 | Time: 1636.84 ms
[2022-03-13 16:07:09 main:574] : INFO : Epoch 2014 | loss: 0.0311148 | val_loss: 0.0311883 | Time: 1644.47 ms
[2022-03-13 16:07:11 main:574] : INFO : Epoch 2015 | loss: 0.0311142 | val_loss: 0.0311941 | Time: 1644.29 ms
[2022-03-13 16:07:13 main:574] : INFO : Epoch 2016 | loss: 0.0311144 | val_loss: 0.031184 | Time: 1651.2 ms
[2022-03-13 16:07:14 main:574] : INFO : Epoch 2017 | loss: 0.0311207 | val_loss: 0.0311977 | Time: 1652.08 ms
[2022-03-13 16:07:16 main:574] : INFO : Epoch 2018 | loss: 0.0311163 | val_loss: 0.0311906 | Time: 1648.33 ms
[2022-03-13 16:07:18 main:574] : INFO : Epoch 2019 | loss: 0.0311106 | val_loss: 0.0311919 | Time: 1641.73 ms
[2022-03-13 16:07:19 main:574] : INFO : Epoch 2020 | loss: 0.0311134 | val_loss: 0.0311919 | Time: 1649.82 ms
[2022-03-13 16:07:21 main:574] : INFO : Epoch 2021 | loss: 0.0311179 | val_loss: 0.0311925 | Time: 1637.61 ms
[2022-03-13 16:07:23 main:574] : INFO : Epoch 2022 | loss: 0.0311138 | val_loss: 0.0311938 | Time: 1652.47 ms
[2022-03-13 16:07:24 main:574] : INFO : Epoch 2023 | loss: 0.0311098 | val_loss: 0.031193 | Time: 1654.95 ms
[2022-03-13 16:07:26 main:574] : INFO : Epoch 2024 | loss: 0.0311073 | val_loss: 0.0312094 | Time: 1647.43 ms
[2022-03-13 16:07:28 main:574] : INFO : Epoch 2025 | loss: 0.03111 | val_loss: 0.031197 | Time: 1639.12 ms
[2022-03-13 16:07:29 main:574] : INFO : Epoch 2026 | loss: 0.0311092 | val_loss: 0.0311942 | Time: 1644.37 ms
[2022-03-13 16:07:31 main:574] : INFO : Epoch 2027 | loss: 0.0311112 | val_loss: 0.0311973 | Time: 1643.72 ms
[2022-03-13 16:07:32 main:574] : INFO : Epoch 2028 | loss: 0.0311168 | val_loss: 0.0311878 | Time: 1653.35 ms
[2022-03-13 16:07:34 main:574] : INFO : Epoch 2029 | loss: 0.0311262 | val_loss: 0.0311981 | Time: 1645.68 ms
[2022-03-13 16:07:36 main:574] : INFO : Epoch 2030 | loss: 0.0311215 | val_loss: 0.0311878 | Time: 1640.59 ms
[2022-03-13 16:07:37 main:574] : INFO : Epoch 2031 | loss: 0.0311226 | val_loss: 0.0311903 | Time: 1635.87 ms
[2022-03-13 16:07:39 main:574] : INFO : Epoch 2032 | loss: 0.0311193 | val_loss: 0.0311964 | Time: 1646.06 ms
[2022-03-13 16:07:41 main:574] : INFO : Epoch 2033 | loss: 0.0311146 | val_loss: 0.0311972 | Time: 1646 ms
[2022-03-13 16:07:42 main:574] : INFO : Epoch 2034 | loss: 0.0311087 | val_loss: 0.031211 | Time: 1653.28 ms
[2022-03-13 16:07:44 main:574] : INFO : Epoch 2035 | loss: 0.0311105 | val_loss: 0.0311951 | Time: 1646.19 ms
[2022-03-13 16:07:46 main:574] : INFO : Epoch 2036 | loss: 0.0311145 | val_loss: 0.031205 | Time: 1643.26 ms
[2022-03-13 16:07:47 main:574] : INFO : Epoch 2037 | loss: 0.0311113 | val_loss: 0.0311974 | Time: 1637.86 ms
[2022-03-13 16:07:49 main:574] : INFO : Epoch 2038 | loss: 0.0311083 | val_loss: 0.0311999 | Time: 1642.47 ms
[2022-03-13 16:07:51 main:574] : INFO : Epoch 2039 | loss: 0.0311085 | val_loss: 0.0312015 | Time: 1636.88 ms
[2022-03-13 16:07:52 main:574] : INFO : Epoch 2040 | loss: 0.0311074 | val_loss: 0.0312025 | Time: 1645.2 ms
[2022-03-13 16:07:54 main:574] : INFO : Epoch 2041 | loss: 0.0311036 | val_loss: 0.0312057 | Time: 1653.2 ms
[2022-03-13 16:07:56 main:574] : INFO : Epoch 2042 | loss: 0.0311017 | val_loss: 0.0311972 | Time: 1638.5 ms
[2022-03-13 16:07:57 main:574] : INFO : Epoch 2043 | loss: 0.0311088 | val_loss: 0.0312022 | Time: 1638.72 ms
[2022-03-13 16:07:59 main:574] : INFO : Epoch 2044 | loss: 0.0311074 | val_loss: 0.0311989 | Time: 1639.57 ms
[2022-03-13 16:08:00 main:574] : INFO : Epoch 2045 | loss: 0.0311119 | val_loss: 0.0312126 | Time: 1644.89 ms
[2022-03-13 16:08:02 main:574] : INFO : Epoch 2046 | loss: 0.0311087 | val_loss: 0.0311991 | Time: 1646.62 ms
[2022-03-13 16:08:04 main:574] : INFO : Epoch 2047 | loss: 0.0311123 | val_loss: 0.031199 | Time: 1654.58 ms
[2022-03-13 16:08:05 main:574] : INFO : Epoch 2048 | loss: 0.0311087 | val_loss: 0.0311966 | Time: 1637.83 ms
[2022-03-13 16:08:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311966
[2022-03-13 16:08:05 main:603] : INFO : Saving end state to config to file
[2022-03-13 16:08:05 main:608] : INFO : Success, exiting..
16:08:05 (15060): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)