Task 12852796
| Name | ParityModified-1645993852-29180-3-0_0 |
| Workunit | 9993840 |
| Created | 10 Mar 2022, 1:46:47 UTC |
| Sent | 10 Mar 2022, 17:08:48 UTC |
| Report deadline | 18 Mar 2022, 17:08:48 UTC |
| Received | 11 Mar 2022, 23:37:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19941 |
| Run time | 1 hours 27 min 56 sec |
| CPU time | 1 hours 24 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,308.78 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 022-03-10 22:25:41 main:574] : INFO : Epoch 1627 | loss: 0.0311673 | val_loss: 0.031178 | Time: 2543.72 ms [2022-03-10 22:25:43 main:574] : INFO : Epoch 1628 | loss: 0.0311688 | val_loss: 0.031183 | Time: 2355.6 ms [2022-03-10 22:25:46 main:574] : INFO : Epoch 1629 | loss: 0.031171 | val_loss: 0.0311762 | Time: 2478.27 ms [2022-03-10 22:25:48 main:574] : INFO : Epoch 1630 | loss: 0.0311689 | val_loss: 0.0311765 | Time: 2361.56 ms [2022-03-10 22:25:51 main:574] : INFO : Epoch 1631 | loss: 0.031165 | val_loss: 0.031175 | Time: 2468.75 ms [2022-03-10 22:25:53 main:574] : INFO : Epoch 1632 | loss: 0.0311662 | val_loss: 0.031173 | Time: 2366.64 ms [2022-03-10 22:25:56 main:574] : INFO : Epoch 1633 | loss: 0.0311656 | val_loss: 0.0311755 | Time: 2459.57 ms [2022-03-10 22:25:58 main:574] : INFO : Epoch 1634 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 2363.83 ms [2022-03-10 22:26:01 main:574] : INFO : Epoch 1635 | loss: 0.0311681 | val_loss: 0.031176 | Time: 2508.15 ms [2022-03-10 22:26:03 main:574] : INFO : Epoch 1636 | loss: 0.0311659 | val_loss: 0.0311736 | Time: 2360.79 ms [2022-03-10 22:26:06 main:574] : INFO : Epoch 1637 | loss: 0.0311652 | val_loss: 0.0311728 | Time: 2363.46 ms [2022-03-10 22:26:08 main:574] : INFO : Epoch 1638 | loss: 0.0311656 | val_loss: 0.0311762 | Time: 2366.49 ms [2022-03-10 22:26:11 main:574] : INFO : Epoch 1639 | loss: 0.0311661 | val_loss: 0.0311731 | Time: 2360.92 ms [2022-03-10 22:26:13 main:574] : INFO : Epoch 1640 | loss: 0.0311641 | val_loss: 0.0311744 | Time: 2492.64 ms [2022-03-10 22:26:16 main:574] : INFO : Epoch 1641 | loss: 0.0311628 | val_loss: 0.0311745 | Time: 2559.82 ms [2022-03-10 22:26:18 main:574] : INFO : Epoch 1642 | loss: 0.0311658 | val_loss: 0.0311776 | Time: 2359.39 ms [2022-03-10 22:26:21 main:574] : INFO : Epoch 1643 | loss: 0.0311652 | val_loss: 0.0311748 | Time: 2362.3 ms [2022-03-10 22:26:23 main:574] : INFO : Epoch 1644 | loss: 0.031166 | val_loss: 0.0311749 | Time: 2360.51 ms [2022-03-10 22:26:26 main:574] : INFO : Epoch 1645 | loss: 0.0311661 | val_loss: 0.0311738 | Time: 2517.85 ms [2022-03-10 22:26:28 main:574] : INFO : Epoch 1646 | loss: 0.0311672 | val_loss: 0.0311787 | Time: 2575.5 ms [2022-03-10 22:26:31 main:574] : INFO : Epoch 1647 | loss: 0.0311682 | val_loss: 0.031176 | Time: 2359.16 ms [2022-03-10 22:26:33 main:574] : INFO : Epoch 1648 | loss: 0.0311647 | val_loss: 0.0311733 | Time: 2360.8 ms [2022-03-10 22:26:36 main:574] : INFO : Epoch 1649 | loss: 0.0311639 | val_loss: 0.0311715 | Time: 2359.63 ms [2022-03-10 22:26:38 main:574] : INFO : Epoch 1650 | loss: 0.0311634 | val_loss: 0.0311718 | Time: 2355.48 ms [2022-03-10 22:26:41 main:574] : INFO : Epoch 1651 | loss: 0.0311642 | val_loss: 0.0311713 | Time: 2457.49 ms [2022-03-10 22:26:43 main:574] : INFO : Epoch 1652 | loss: 0.0311641 | val_loss: 0.0311714 | Time: 2528.6 ms [2022-03-10 22:26:46 main:574] : INFO : Epoch 1653 | loss: 0.0311636 | val_loss: 0.0311718 | Time: 2550.78 ms [2022-03-10 22:26:49 main:574] : INFO : Epoch 1654 | loss: 0.031165 | val_loss: 0.031172 | Time: 2565.47 ms [2022-03-10 22:26:51 main:574] : INFO : Epoch 1655 | loss: 0.0311647 | val_loss: 0.0311712 | Time: 2585.54 ms [2022-03-10 22:26:54 main:574] : INFO : Epoch 1656 | loss: 0.031164 | val_loss: 0.0311734 | Time: 2581.78 ms [2022-03-10 22:26:56 main:574] : INFO : Epoch 1657 | loss: 0.0311642 | val_loss: 0.031173 | Time: 2361.17 ms [2022-03-10 22:26:59 main:574] : INFO : Epoch 1658 | loss: 0.0311643 | val_loss: 0.0311723 | Time: 2365.41 ms [2022-03-10 22:27:01 main:574] : INFO : Epoch 1659 | loss: 0.0311646 | val_loss: 0.0311732 | Time: 2363.2 ms [2022-03-10 22:27:04 main:574] : INFO : Epoch 1660 | loss: 0.0311672 | val_loss: 0.0311824 | Time: 2540.85 ms [2022-03-10 22:27:06 main:574] : INFO : Epoch 1661 | loss: 0.0311686 | val_loss: 0.0311739 | Time: 2368.72 ms [2022-03-10 22:27:09 main:574] : INFO : Epoch 1662 | loss: 0.0311653 | val_loss: 0.031174 | Time: 2364.2 ms [2022-03-10 22:27:11 main:574] : INFO : Epoch 1663 | loss: 0.0311687 | val_loss: 0.0311755 | Time: 2364.03 ms [2022-03-10 22:27:13 main:574] : INFO : Epoch 1664 | loss: 0.0311718 | val_loss: 0.0311779 | Time: 2362.44 ms [2022-03-10 22:27:16 main:574] : INFO : Epoch 1665 | loss: 0.0311727 | val_loss: 0.031178 | Time: 2560.14 ms [2022-03-10 22:27:19 main:574] : INFO : Epoch 1666 | loss: 0.0311706 | val_loss: 0.0311738 | Time: 2582.49 ms [2022-03-10 22:27:21 main:574] : INFO : Epoch 1667 | loss: 0.031171 | val_loss: 0.0311745 | Time: 2360.15 ms [2022-03-10 22:27:24 main:574] : INFO : Epoch 1668 | loss: 0.0311695 | val_loss: 0.0311722 | Time: 2364.48 ms [2022-03-10 22:27:26 main:574] : INFO : Epoch 1669 | loss: 0.0311695 | val_loss: 0.0311752 | Time: 2468.97 ms [2022-03-10 22:27:29 main:574] : INFO : Epoch 1670 | loss: 0.0311697 | val_loss: 0.0311733 | Time: 2563.38 ms [2022-03-10 22:27:31 main:574] : INFO : Epoch 1671 | loss: 0.0311679 | val_loss: 0.0311724 | Time: 2362.07 ms [2022-03-10 22:27:34 main:574] : INFO : Epoch 1672 | loss: 0.0311672 | val_loss: 0.0311733 | Time: 2511.64 ms [2022-03-10 22:27:37 main:574] : INFO : Epoch 1673 | loss: 0.0311667 | val_loss: 0.0311766 | Time: 2585.77 ms [2022-03-10 22:27:39 main:574] : INFO : Epoch 1674 | loss: 0.0311683 | val_loss: 0.0311724 | Time: 2368.58 ms [2022-03-10 22:27:41 main:574] : INFO : Epoch 1675 | loss: 0.0311683 | val_loss: 0.0311738 | Time: 2370.93 ms [2022-03-10 22:27:44 main:574] : INFO : Epoch 1676 | loss: 0.0311672 | val_loss: 0.0311743 | Time: 2361.89 ms [2022-03-10 22:27:46 main:574] : INFO : Epoch 1677 | loss: 0.0311661 | val_loss: 0.0311726 | Time: 2364.12 ms [2022-03-10 22:27:49 main:574] : INFO : Epoch 1678 | loss: 0.0311654 | val_loss: 0.031173 | Time: 2468.79 ms [2022-03-10 22:27:51 main:574] : INFO : Epoch 1679 | loss: 0.031166 | val_loss: 0.0311731 | Time: 2559.34 ms [2022-03-10 22:27:54 main:574] : INFO : Epoch 1680 | loss: 0.0311661 | val_loss: 0.0311757 | Time: 2359.1 ms [2022-03-10 22:27:56 main:574] : INFO : Epoch 1681 | loss: 0.0311755 | val_loss: 0.0311787 | Time: 2356.96 ms [2022-03-10 22:27:59 main:574] : INFO : Epoch 1682 | loss: 0.0311785 | val_loss: 0.0311779 | Time: 2362.94 ms [2022-03-10 22:28:01 main:574] : INFO : Epoch 1683 | loss: 0.0311758 | val_loss: 0.0311816 | Time: 2363.66 ms [2022-03-10 22:28:04 main:574] : INFO : Epoch 1684 | loss: 0.0311749 | val_loss: 0.0311738 | Time: 2499.19 ms [2022-03-10 22:28:06 main:574] : INFO : Epoch 1685 | loss: 0.031174 | val_loss: 0.0311751 | Time: 2357.07 ms [2022-03-10 22:28:08 main:574] : INFO : Epoch 1686 | loss: 0.0311737 | val_loss: 0.0311733 | Time: 2360.05 ms [2022-03-10 22:28:11 main:574] : INFO : Epoch 1687 | loss: 0.0311731 | val_loss: 0.0311755 | Time: 2355.19 ms [2022-03-10 22:28:13 main:574] : INFO : Epoch 1688 | loss: 0.0311731 | val_loss: 0.0311763 | Time: 2354.32 ms [2022-03-10 22:28:16 main:574] : INFO : Epoch 1689 | loss: 0.031172 | val_loss: 0.0311752 | Time: 2354.74 ms [2022-03-10 22:28:18 main:574] : INFO : Epoch 1690 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 2361.72 ms [2022-03-10 22:28:20 main:574] : INFO : Epoch 1691 | loss: 0.0311718 | val_loss: 0.0311734 | Time: 2359.83 ms [2022-03-10 22:28:23 main:574] : INFO : Epoch 1692 | loss: 0.0311702 | val_loss: 0.0311759 | Time: 2351.08 ms [2022-03-10 22:28:25 main:574] : INFO : Epoch 1693 | loss: 0.0311709 | val_loss: 0.031174 | Time: 2356.59 ms [2022-03-10 22:28:28 main:574] : INFO : Epoch 1694 | loss: 0.0311695 | val_loss: 0.0311769 | Time: 2351.84 ms [2022-03-10 22:28:30 main:574] : INFO : Epoch 1695 | loss: 0.0311688 | val_loss: 0.0311739 | Time: 2360.08 ms [2022-03-10 22:28:33 main:574] : INFO : Epoch 1696 | loss: 0.0311684 | val_loss: 0.0311738 | Time: 2546.79 ms [2022-03-10 22:28:35 main:574] : INFO : Epoch 1697 | loss: 0.0311709 | val_loss: 0.0311813 | Time: 2585.37 ms [2022-03-10 22:28:38 main:574] : INFO : Epoch 1698 | loss: 0.03117 | val_loss: 0.0311746 | Time: 2359.32 ms [2022-03-10 22:28:40 main:574] : INFO : Epoch 1699 | loss: 0.0311669 | val_loss: 0.031175 | Time: 2358.26 ms [2022-03-10 22:28:43 main:574] : INFO : Epoch 1700 | loss: 0.0311685 | val_loss: 0.031175 | Time: 2568.74 ms [2022-03-10 22:28:45 main:574] : INFO : Epoch 1701 | loss: 0.0311716 | val_loss: 0.0311722 | Time: 2453.58 ms [2022-03-10 22:28:48 main:574] : INFO : Epoch 1702 | loss: 0.0311713 | val_loss: 0.0311731 | Time: 2361.85 ms [2022-03-10 22:28:50 main:574] : INFO : Epoch 1703 | loss: 0.0311722 | val_loss: 0.0311735 | Time: 2353.48 ms [2022-03-10 22:28:53 main:574] : INFO : Epoch 1704 | loss: 0.0311701 | val_loss: 0.0311732 | Time: 2458.17 ms [2022-03-10 22:28:55 main:574] : INFO : Epoch 1705 | loss: 0.0311705 | val_loss: 0.0311781 | Time: 2367.34 ms [2022-03-10 22:28:58 main:574] : INFO : Epoch 1706 | loss: 0.0311704 | val_loss: 0.0311727 | Time: 2457.38 ms [2022-03-10 22:29:00 main:574] : INFO : Epoch 1707 | loss: 0.0311708 | val_loss: 0.0311729 | Time: 2363.5 ms [2022-03-10 22:29:03 main:574] : INFO : Epoch 1708 | loss: 0.0311722 | val_loss: 0.0311755 | Time: 2470.19 ms [2022-03-10 22:29:05 main:574] : INFO : Epoch 1709 | loss: 0.0311695 | val_loss: 0.0311725 | Time: 2364.63 ms [2022-03-10 22:29:08 main:574] : INFO : Epoch 1710 | loss: 0.0311685 | val_loss: 0.0311723 | Time: 2361.43 ms [2022-03-10 22:29:10 main:574] : INFO : Epoch 1711 | loss: 0.0311683 | val_loss: 0.0311727 | Time: 2588.85 ms [2022-03-10 22:29:13 main:574] : INFO : Epoch 1712 | loss: 0.0311693 | val_loss: 0.0311725 | Time: 2566.44 ms [2022-03-10 22:29:16 main:574] : INFO : Epoch 1713 | loss: 0.03117 | val_loss: 0.0311758 | Time: 2545.92 ms [2022-03-10 22:29:18 main:574] : INFO : Epoch 1714 | loss: 0.0311759 | val_loss: 0.0311736 | Time: 2351.1 ms [2022-03-10 22:29:20 main:574] : INFO : Epoch 1715 | loss: 0.0311717 | val_loss: 0.0311837 | Time: 2364.44 ms [2022-03-10 22:29:23 main:574] : INFO : Epoch 1716 | loss: 0.0311749 | val_loss: 0.0311769 | Time: 2557.65 ms [2022-03-10 22:29:25 main:574] : INFO : Epoch 1717 | loss: 0.0321009 | val_loss: 0.031889 | Time: 2359.31 ms [2022-03-10 22:29:28 main:574] : INFO : Epoch 1718 | loss: 0.0360153 | val_loss: 0.031675 | Time: 2513.04 ms [2022-03-10 22:29:31 main:574] : INFO : Epoch 1719 | loss: 0.0604238 | val_loss: 0.0423283 | Time: 2558.71 ms [2022-03-10 22:29:33 main:574] : INFO : Epoch 1720 | loss: 0.0344719 | val_loss: 0.0322426 | Time: 2363.74 ms [2022-03-10 22:29:36 main:574] : INFO : Epoch 1721 | loss: 0.0316903 | val_loss: 0.0314363 | Time: 2363.37 ms [2022-03-10 22:29:38 main:574] : INFO : Epoch 1722 | loss: 0.031358 | val_loss: 0.0312971 | Time: 2470.98 ms [2022-03-10 22:29:41 main:574] : INFO : Epoch 1723 | loss: 0.0312717 | val_loss: 0.0312605 | Time: 2567.06 ms [2022-03-10 22:29:43 main:574] : INFO : Epoch 1724 | loss: 0.0312557 | val_loss: 0.0312521 | Time: 2357.49 ms [2022-03-10 22:29:46 main:574] : INFO : Epoch 1725 | loss: 0.0312506 | val_loss: 0.0312493 | Time: 2358.32 ms [2022-03-10 22:29:48 main:574] : INFO : Epoch 1726 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 2572.6 ms [2022-03-10 22:29:51 main:574] : INFO : Epoch 1727 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 2350.85 ms [2022-03-10 22:29:53 main:574] : INFO : Epoch 1728 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 2539.98 ms [2022-03-10 22:29:56 main:574] : INFO : Epoch 1729 | loss: 0.0312449 | val_loss: 0.0312437 | Time: 2361.32 ms [2022-03-10 22:29:58 main:574] : INFO : Epoch 1730 | loss: 0.0312443 | val_loss: 0.031243 | Time: 2498.8 ms [2022-03-10 22:30:01 main:574] : INFO : Epoch 1731 | loss: 0.0312432 | val_loss: 0.0312417 | Time: 2358.12 ms [2022-03-10 22:30:03 main:574] : INFO : Epoch 1732 | loss: 0.0312424 | val_loss: 0.0312408 | Time: 2494.84 ms [2022-03-10 22:30:06 main:574] : INFO : Epoch 1733 | loss: 0.0312417 | val_loss: 0.0312398 | Time: 2458.55 ms [2022-03-10 22:30:08 main:574] : INFO : Epoch 1734 | loss: 0.0312408 | val_loss: 0.0312391 | Time: 2358.78 ms [2022-03-10 22:30:11 main:574] : INFO : Epoch 1735 | loss: 0.0312397 | val_loss: 0.0312381 | Time: 2369.53 ms [2022-03-10 22:30:13 main:574] : INFO : Epoch 1736 | loss: 0.0312388 | val_loss: 0.0312369 | Time: 2574.57 ms [2022-03-10 22:30:16 main:574] : INFO : Epoch 1737 | loss: 0.0312375 | val_loss: 0.0312358 | Time: 2554.25 ms [2022-03-10 22:30:19 main:574] : INFO : Epoch 1738 | loss: 0.0312362 | val_loss: 0.0312344 | Time: 2565.58 ms [2022-03-10 22:30:21 main:574] : INFO : Epoch 1739 | loss: 0.0312349 | val_loss: 0.0312337 | Time: 2460.07 ms [2022-03-10 22:30:24 main:574] : INFO : Epoch 1740 | loss: 0.0312341 | val_loss: 0.0312323 | Time: 2363.48 ms [2022-03-10 22:30:26 main:574] : INFO : Epoch 1741 | loss: 0.0312333 | val_loss: 0.0312309 | Time: 2361.65 ms [2022-03-10 22:30:29 main:574] : INFO : Epoch 1742 | loss: 0.0312322 | val_loss: 0.0312301 | Time: 2445.27 ms [2022-03-10 22:30:31 main:574] : INFO : Epoch 1743 | loss: 0.0312313 | val_loss: 0.0312289 | Time: 2350.27 ms [2022-03-10 22:30:34 main:574] : INFO : Epoch 1744 | loss: 0.03123 | val_loss: 0.0312287 | Time: 2513.1 ms [2022-03-10 22:30:36 main:574] : INFO : Epoch 1745 | loss: 0.0312299 | val_loss: 0.0312263 | Time: 2359.2 ms [2022-03-10 22:30:38 main:574] : INFO : Epoch 1746 | loss: 0.0312274 | val_loss: 0.0312258 | Time: 2356.89 ms [2022-03-10 22:30:41 main:574] : INFO : Epoch 1747 | loss: 0.0312268 | val_loss: 0.0312256 | Time: 2360.39 ms [2022-03-10 22:30:43 main:574] : INFO : Epoch 1748 | loss: 0.0312258 | val_loss: 0.0312231 | Time: 2354.52 ms [2022-03-10 22:30:46 main:574] : INFO : Epoch 1749 | loss: 0.0312246 | val_loss: 0.0312225 | Time: 2357.11 ms [2022-03-10 22:30:48 main:574] : INFO : Epoch 1750 | loss: 0.0312238 | val_loss: 0.0312213 | Time: 2359.01 ms [2022-03-10 22:30:50 main:574] : INFO : Epoch 1751 | loss: 0.0312227 | val_loss: 0.0312202 | Time: 2362.29 ms [2022-03-10 22:30:53 main:574] : INFO : Epoch 1752 | loss: 0.0312219 | val_loss: 0.031219 | Time: 2496.08 ms [2022-03-10 22:30:55 main:574] : INFO : Epoch 1753 | loss: 0.0312209 | val_loss: 0.0312188 | Time: 2364.3 ms [2022-03-10 22:30:58 main:574] : INFO : Epoch 1754 | loss: 0.0312212 | val_loss: 0.0312173 | Time: 2496.78 ms [2022-03-10 22:31:00 main:574] : INFO : Epoch 1755 | loss: 0.0312187 | val_loss: 0.031217 | Time: 2364.17 ms [2022-03-10 22:31:03 main:574] : INFO : Epoch 1756 | loss: 0.0312175 | val_loss: 0.0312139 | Time: 2361.86 ms [2022-03-10 22:31:05 main:574] : INFO : Epoch 1757 | loss: 0.0312159 | val_loss: 0.0312132 | Time: 2365.51 ms [2022-03-10 22:31:08 main:574] : INFO : Epoch 1758 | loss: 0.0312147 | val_loss: 0.0312121 | Time: 2481.18 ms [2022-03-10 22:31:10 main:574] : INFO : Epoch 1759 | loss: 0.0312141 | val_loss: 0.0312109 | Time: 2365.06 ms [2022-03-10 22:31:13 main:574] : INFO : Epoch 1760 | loss: 0.0312121 | val_loss: 0.0312107 | Time: 2369.07 ms [2022-03-10 22:31:15 main:574] : INFO : Epoch 1761 | loss: 0.0312118 | val_loss: 0.031208 | Time: 2358.6 ms [2022-03-10 22:31:17 main:574] : INFO : Epoch 1762 | loss: 0.0312103 | val_loss: 0.0312062 | Time: 2360.17 ms [2022-03-10 22:31:20 main:574] : INFO : Epoch 1763 | loss: 0.0312084 | val_loss: 0.0312056 | Time: 2353.51 ms [2022-03-10 22:31:22 main:574] : INFO : Epoch 1764 | loss: 0.0312071 | val_loss: 0.0312041 | Time: 2362.68 ms [2022-03-10 22:31:25 main:574] : INFO : Epoch 1765 | loss: 0.0312071 | val_loss: 0.0312025 | Time: 2362.04 ms [2022-03-10 22:31:27 main:574] : INFO : Epoch 1766 | loss: 0.031204 | val_loss: 0.0312007 | Time: 2364.81 ms [2022-03-10 22:31:29 main:574] : INFO : Epoch 1767 | loss: 0.0312027 | val_loss: 0.0312001 | Time: 2362.15 ms [2022-03-10 22:31:32 main:574] : INFO : Epoch 1768 | loss: 0.0312033 | val_loss: 0.0312006 | Time: 2451.38 ms [2022-03-10 22:31:34 main:574] : INFO : Epoch 1769 | loss: 0.0312025 | val_loss: 0.0311998 | Time: 2350.15 ms [2022-03-10 22:31:37 main:574] : INFO : Epoch 1770 | loss: 0.0312009 | val_loss: 0.0311976 | Time: 2352.93 ms [2022-03-10 22:31:39 main:574] : INFO : Epoch 1771 | loss: 0.0311998 | val_loss: 0.0311962 | Time: 2490.33 ms [2022-03-10 22:31:42 main:574] : INFO : Epoch 1772 | loss: 0.031198 | val_loss: 0.0311941 | Time: 2354.66 ms [2022-03-10 22:31:44 main:574] : INFO : Epoch 1773 | loss: 0.0311966 | val_loss: 0.0311931 | Time: 2519.96 ms [2022-03-10 22:31:47 main:574] : INFO : Epoch 1774 | loss: 0.0311965 | val_loss: 0.0311939 | Time: 2359.71 ms [2022-03-10 22:31:49 main:574] : INFO : Epoch 1775 | loss: 0.0311954 | val_loss: 0.0311932 | Time: 2498.18 ms [2022-03-10 22:31:52 main:574] : INFO : Epoch 1776 | loss: 0.0311935 | val_loss: 0.0311947 | Time: 2365.79 ms [2022-03-10 22:31:54 main:574] : INFO : Epoch 1777 | loss: 0.0311926 | val_loss: 0.0311899 | Time: 2506.14 ms [2022-03-10 22:31:57 main:574] : INFO : Epoch 1778 | loss: 0.0311903 | val_loss: 0.0311891 | Time: 2362.38 ms [2022-03-10 22:32:00 main:574] : INFO : Epoch 1779 | loss: 0.0311907 | val_loss: 0.03119 | Time: 2583.55 ms [2022-03-10 22:32:02 main:574] : INFO : Epoch 1780 | loss: 0.0311904 | val_loss: 0.0311899 | Time: 2569.05 ms [2022-03-10 22:32:05 main:574] : INFO : Epoch 1781 | loss: 0.0311902 | val_loss: 0.0311879 | Time: 2367.07 ms [2022-03-10 22:32:07 main:574] : INFO : Epoch 1782 | loss: 0.0311887 | val_loss: 0.0311879 | Time: 2360.56 ms [2022-03-10 22:32:10 main:574] : INFO : Epoch 1783 | loss: 0.0311885 | val_loss: 0.0311873 | Time: 2546.17 ms [2022-03-10 22:32:12 main:574] : INFO : Epoch 1784 | loss: 0.0311857 | val_loss: 0.0311853 | Time: 2352.11 ms [2022-03-10 22:32:15 main:574] : INFO : Epoch 1785 | loss: 0.0311839 | val_loss: 0.0311828 | Time: 2481.29 ms [2022-03-10 22:32:17 main:574] : INFO : Epoch 1786 | loss: 0.0311835 | val_loss: 0.0311841 | Time: 2579.12 ms [2022-03-10 22:32:20 main:574] : INFO : Epoch 1787 | loss: 0.0311817 | val_loss: 0.0311835 | Time: 2363.21 ms [2022-03-10 22:32:22 main:574] : INFO : Epoch 1788 | loss: 0.0311826 | val_loss: 0.0311835 | Time: 2351.34 ms [2022-03-10 22:32:25 main:574] : INFO : Epoch 1789 | loss: 0.0311812 | val_loss: 0.031182 | Time: 2468.43 ms [2022-03-10 22:32:27 main:574] : INFO : Epoch 1790 | loss: 0.0311797 | val_loss: 0.0311808 | Time: 2356.73 ms [2022-03-10 22:32:30 main:574] : INFO : Epoch 1791 | loss: 0.0311802 | val_loss: 0.0311817 | Time: 2502.09 ms [2022-03-10 22:32:32 main:574] : INFO : Epoch 1792 | loss: 0.0311794 | val_loss: 0.0311808 | Time: 2511.26 ms [2022-03-10 22:32:35 main:574] : INFO : Epoch 1793 | loss: 0.0311811 | val_loss: 0.0311846 | Time: 2576.37 ms [2022-03-10 22:32:38 main:574] : INFO : Epoch 1794 | loss: 0.0311798 | val_loss: 0.0311818 | Time: 2458.86 ms [2022-03-10 22:32:40 main:574] : INFO : Epoch 1795 | loss: 0.0311788 | val_loss: 0.0311804 | Time: 2354.96 ms [2022-03-10 22:32:42 main:574] : INFO : Epoch 1796 | loss: 0.0311812 | val_loss: 0.0311829 | Time: 2352.02 ms [2022-03-10 22:32:45 main:574] : INFO : Epoch 1797 | loss: 0.031183 | val_loss: 0.0311823 | Time: 2464.81 ms [2022-03-10 22:32:47 main:574] : INFO : Epoch 1798 | loss: 0.0311827 | val_loss: 0.0311816 | Time: 2353.84 ms [2022-03-10 22:32:50 main:574] : INFO : Epoch 1799 | loss: 0.0311812 | val_loss: 0.0311817 | Time: 2458.93 ms [2022-03-10 22:32:52 main:574] : INFO : Epoch 1800 | loss: 0.0311806 | val_loss: 0.031182 | Time: 2362.77 ms [2022-03-10 22:32:55 main:574] : INFO : Epoch 1801 | loss: 0.0311815 | val_loss: 0.0311836 | Time: 2472.81 ms [2022-03-10 22:32:58 main:574] : INFO : Epoch 1802 | loss: 0.031181 | val_loss: 0.0311849 | Time: 2579.01 ms [2022-03-10 22:33:00 main:574] : INFO : Epoch 1803 | loss: 0.0311812 | val_loss: 0.031182 | Time: 2363.72 ms [2022-03-10 22:33:02 main:574] : INFO : Epoch 1804 | loss: 0.0311804 | val_loss: 0.031182 | Time: 2353.73 ms [2022-03-10 22:33:05 main:574] : INFO : Epoch 1805 | loss: 0.0311837 | val_loss: 0.0311843 | Time: 2477.47 ms [2022-03-10 22:33:08 main:574] : INFO : Epoch 1806 | loss: 0.0311808 | val_loss: 0.0311866 | Time: 2559.01 ms [2022-03-10 22:33:10 main:574] : INFO : Epoch 1807 | loss: 0.0311795 | val_loss: 0.0311805 | Time: 2354.52 ms [2022-03-10 22:33:12 main:574] : INFO : Epoch 1808 | loss: 0.0311786 | val_loss: 0.0311806 | Time: 2353.57 ms [2022-03-10 22:33:15 main:574] : INFO : Epoch 1809 | loss: 0.0311781 | val_loss: 0.0311829 | Time: 2456.13 ms [2022-03-10 22:33:17 main:574] : INFO : Epoch 1810 | loss: 0.0311778 | val_loss: 0.0311821 | Time: 2356.37 ms [2022-03-10 22:33:20 main:574] : INFO : Epoch 1811 | loss: 0.03118 | val_loss: 0.0311818 | Time: 2465.73 ms [2022-03-10 22:33:22 main:574] : INFO : Epoch 1812 | loss: 0.031183 | val_loss: 0.0311886 | Time: 2353.45 ms [2022-03-10 22:33:25 main:574] : INFO : Epoch 1813 | loss: 0.0311791 | val_loss: 0.0311808 | Time: 2358.97 ms [2022-03-10 22:33:28 main:574] : INFO : Epoch 1814 | loss: 0.0311805 | val_loss: 0.0311813 | Time: 2544.43 ms [2022-03-10 22:33:30 main:574] : INFO : Epoch 1815 | loss: 0.0311798 | val_loss: 0.0311808 | Time: 2362.19 ms [2022-03-10 22:33:32 main:574] : INFO : Epoch 1816 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 2361.95 ms [2022-03-10 22:33:35 main:574] : INFO : Epoch 1817 | loss: 0.0311777 | val_loss: 0.0311813 | Time: 2570.42 ms [2022-03-10 22:33:37 main:574] : INFO : Epoch 1818 | loss: 0.0311773 | val_loss: 0.0311807 | Time: 2364.87 ms [2022-03-10 22:33:40 main:574] : INFO : Epoch 1819 | loss: 0.0311772 | val_loss: 0.0311803 | Time: 2363.06 ms [2022-03-10 22:33:43 main:574] : INFO : Epoch 1820 | loss: 0.0311758 | val_loss: 0.0311802 | Time: 2588.07 ms [2022-03-10 22:33:45 main:574] : INFO : Epoch 1821 | loss: 0.031176 | val_loss: 0.0311806 | Time: 2363.71 ms [2022-03-10 22:33:47 main:574] : INFO : Epoch 1822 | loss: 0.0311753 | val_loss: 0.0311808 | Time: 2362.16 ms [2022-03-10 22:33:50 main:574] : INFO : Epoch 1823 | loss: 0.0311765 | val_loss: 0.03118 | Time: 2491.65 ms [2022-03-10 22:33:53 main:574] : INFO : Epoch 1824 | loss: 0.03118 | val_loss: 0.0311803 | Time: 2574.76 ms [2022-03-10 22:33:55 main:574] : INFO : Epoch 1825 | loss: 0.0311781 | val_loss: 0.0311806 | Time: 2358.29 ms [2022-03-10 22:33:57 main:574] : INFO : Epoch 1826 | loss: 0.0311763 | val_loss: 0.0311848 | Time: 2366.65 ms [2022-03-10 22:34:00 main:574] : INFO : Epoch 1827 | loss: 0.03118 | val_loss: 0.0311836 | Time: 2360.67 ms [2022-03-10 22:34:02 main:574] : INFO : Epoch 1828 | loss: 0.0311804 | val_loss: 0.0311829 | Time: 2358.78 ms [2022-03-10 22:34:05 main:574] : INFO : Epoch 1829 | loss: 0.03118 | val_loss: 0.0311815 | Time: 2509.39 ms [2022-03-10 22:34:07 main:574] : INFO : Epoch 1830 | loss: 0.0311781 | val_loss: 0.0311798 | Time: 2363.1 ms [2022-03-10 22:34:10 main:574] : INFO : Epoch 1831 | loss: 0.0311769 | val_loss: 0.0311846 | Time: 2530.86 ms [2022-03-10 22:34:12 main:574] : INFO : Epoch 1832 | loss: 0.0311906 | val_loss: 0.0312117 | Time: 2562.19 ms [2022-03-10 22:34:15 main:574] : INFO : Epoch 1833 | loss: 0.0311982 | val_loss: 0.0312043 | Time: 2570.22 ms [2022-03-10 22:34:18 main:574] : INFO : Epoch 1834 | loss: 0.031198 | val_loss: 0.0311952 | Time: 2358.77 ms [2022-03-10 22:34:20 main:574] : INFO : Epoch 1835 | loss: 0.0311934 | val_loss: 0.0311938 | Time: 2540.06 ms [2022-03-10 22:34:23 main:574] : INFO : Epoch 1836 | loss: 0.0311918 | val_loss: 0.0311938 | Time: 2553.41 ms [2022-03-10 22:34:25 main:574] : INFO : Epoch 1837 | loss: 0.0311931 | val_loss: 0.031198 | Time: 2353.69 ms [2022-03-10 22:34:28 main:574] : INFO : Epoch 1838 | loss: 0.031191 | val_loss: 0.0311937 | Time: 2551.58 ms [2022-03-10 22:34:30 main:574] : INFO : Epoch 1839 | loss: 0.0311889 | val_loss: 0.031192 | Time: 2457.96 ms [2022-03-10 22:34:33 main:574] : INFO : Epoch 1840 | loss: 0.031186 | val_loss: 0.0311865 | Time: 2356.99 ms [2022-03-10 22:34:35 main:574] : INFO : Epoch 1841 | loss: 0.0311847 | val_loss: 0.0311892 | Time: 2360.35 ms [2022-03-10 22:34:38 main:574] : INFO : Epoch 1842 | loss: 0.0311875 | val_loss: 0.0311927 | Time: 2364.78 ms [2022-03-10 22:34:40 main:574] : INFO : Epoch 1843 | loss: 0.0311864 | val_loss: 0.0311862 | Time: 2554.1 ms [2022-03-10 22:34:43 main:574] : INFO : Epoch 1844 | loss: 0.0311842 | val_loss: 0.0311863 | Time: 2362.19 ms [2022-03-10 22:34:45 main:574] : INFO : Epoch 1845 | loss: 0.0311848 | val_loss: 0.0311843 | Time: 2502.41 ms [2022-03-10 22:34:48 main:574] : INFO : Epoch 1846 | loss: 0.0311835 | val_loss: 0.031186 | Time: 2354.74 ms [2022-03-10 22:34:50 main:574] : INFO : Epoch 1847 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 2360.77 ms [2022-03-10 22:34:53 main:574] : INFO : Epoch 1848 | loss: 0.0311831 | val_loss: 0.0311863 | Time: 2559.25 ms [2022-03-10 22:34:55 main:574] : INFO : Epoch 1849 | loss: 0.0311844 | val_loss: 0.0311858 | Time: 2458.72 ms [2022-03-10 22:34:58 main:574] : INFO : Epoch 1850 | loss: 0.0311825 | val_loss: 0.0311846 | Time: 2361.13 ms [2022-03-10 22:35:00 main:574] : INFO : Epoch 1851 | loss: 0.0311846 | val_loss: 0.0311864 | Time: 2359.35 ms [2022-03-10 22:35:03 main:574] : INFO : Epoch 1852 | loss: 0.0311849 | val_loss: 0.0311858 | Time: 2364.47 ms [2022-03-10 22:35:05 main:574] : INFO : Epoch 1853 | loss: 0.0311825 | val_loss: 0.0311831 | Time: 2361.44 ms [2022-03-10 22:35:07 main:574] : INFO : Epoch 1854 | loss: 0.031182 | val_loss: 0.0311831 | Time: 2367.97 ms [2022-03-10 22:35:10 main:574] : INFO : Epoch 1855 | loss: 0.0311813 | val_loss: 0.0311849 | Time: 2363.79 ms [2022-03-10 22:35:12 main:574] : INFO : Epoch 1856 | loss: 0.0311825 | val_loss: 0.0311838 | Time: 2564.64 ms [2022-03-10 22:35:15 main:574] : INFO : Epoch 1857 | loss: 0.0311798 | val_loss: 0.0311842 | Time: 2357.82 ms [2022-03-10 22:35:17 main:574] : INFO : Epoch 1858 | loss: 0.0311816 | val_loss: 0.0311879 | Time: 2365.61 ms [2022-03-10 22:35:20 main:574] : INFO : Epoch 1859 | loss: 0.0311811 | val_loss: 0.0311861 | Time: 2363.71 ms [2022-03-10 22:35:22 main:574] : INFO : Epoch 1860 | loss: 0.0311812 | val_loss: 0.0311855 | Time: 2355.15 ms [2022-03-10 22:35:25 main:574] : INFO : Epoch 1861 | loss: 0.0311811 | val_loss: 0.0311882 | Time: 2499.76 ms [2022-03-10 22:35:27 main:574] : INFO : Epoch 1862 | loss: 0.0311803 | val_loss: 0.0311843 | Time: 2361.08 ms [2022-03-10 22:35:29 main:574] : INFO : Epoch 1863 | loss: 0.0311785 | val_loss: 0.0311845 | Time: 2362.72 ms [2022-03-10 22:35:32 main:574] : INFO : Epoch 1864 | loss: 0.0311795 | val_loss: 0.031184 | Time: 2365.02 ms [2022-03-10 22:35:34 main:574] : INFO : Epoch 1865 | loss: 0.0311791 | val_loss: 0.0311843 | Time: 2359.56 ms [2022-03-10 22:35:37 main:574] : INFO : Epoch 1866 | loss: 0.0311782 | val_loss: 0.0311832 | Time: 2366.4 ms [2022-03-10 22:35:39 main:574] : INFO : Epoch 1867 | loss: 0.0311811 | val_loss: 0.0311856 | Time: 2360.26 ms [2022-03-10 22:35:41 main:574] : INFO : Epoch 1868 | loss: 0.0311789 | val_loss: 0.0311893 | Time: 2358.54 ms [2022-03-10 22:35:44 main:574] : INFO : Epoch 1869 | loss: 0.0311803 | val_loss: 0.0311883 | Time: 2579.94 ms [2022-03-10 22:35:47 main:574] : INFO : Epoch 1870 | loss: 0.0311804 | val_loss: 0.0311854 | Time: 2354 ms [2022-03-10 22:35:49 main:574] : INFO : Epoch 1871 | loss: 0.0311776 | val_loss: 0.0311824 | Time: 2555.94 ms [2022-03-10 22:35:52 main:574] : INFO : Epoch 1872 | loss: 0.0311788 | val_loss: 0.0311836 | Time: 2357.91 ms [2022-03-10 22:35:54 main:574] : INFO : Epoch 1873 | loss: 0.0311793 | val_loss: 0.0311808 | Time: 2362.03 ms [2022-03-10 22:35:57 main:574] : INFO : Epoch 1874 | loss: 0.0311789 | val_loss: 0.0311817 | Time: 2478.49 ms [2022-03-10 22:35:59 main:574] : INFO : Epoch 1875 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 2356.68 ms [2022-03-10 22:36:02 main:574] : INFO : Epoch 1876 | loss: 0.0311772 | val_loss: 0.0311829 | Time: 2477.53 ms [2022-03-10 22:36:04 main:574] : INFO : Epoch 1877 | loss: 0.0311779 | val_loss: 0.0311906 | Time: 2360.54 ms [2022-03-10 22:36:07 main:574] : INFO : Epoch 1878 | loss: 0.0311791 | val_loss: 0.0311812 | Time: 2492.15 ms [2022-03-10 22:36:09 main:574] : INFO : Epoch 1879 | loss: 0.0311776 | val_loss: 0.0311813 | Time: 2583.82 ms [2022-03-10 22:36:12 main:574] : INFO : Epoch 1880 | loss: 0.031182 | val_loss: 0.0311941 | Time: 2558.82 ms [2022-03-10 22:36:14 main:574] : INFO : Epoch 1881 | loss: 0.0311852 | val_loss: 0.0311812 | Time: 2361.9 ms [2022-03-10 22:36:17 main:574] : INFO : Epoch 1882 | loss: 0.0311779 | val_loss: 0.0311807 | Time: 2542.56 ms [2022-03-10 22:36:19 main:574] : INFO : Epoch 1883 | loss: 0.0311788 | val_loss: 0.0311941 | Time: 2361.33 ms [2022-03-10 22:36:22 main:574] : INFO : Epoch 1884 | loss: 0.0311789 | val_loss: 0.0311817 | Time: 2531.77 ms [2022-03-10 22:36:24 main:574] : INFO : Epoch 1885 | loss: 0.0311805 | val_loss: 0.0311804 | Time: 2358.37 ms [2022-03-10 22:36:27 main:574] : INFO : Epoch 1886 | loss: 0.0311789 | val_loss: 0.0311813 | Time: 2508.25 ms [2022-03-10 22:36:30 main:574] : INFO : Epoch 1887 | loss: 0.0311777 | val_loss: 0.0311867 | Time: 2580.92 ms [2022-03-10 22:36:32 main:574] : INFO : Epoch 1888 | loss: 0.0311806 | val_loss: 0.0311806 | Time: 2357.33 ms [2022-03-10 22:36:34 main:574] : INFO : Epoch 1889 | loss: 0.0311783 | val_loss: 0.0311809 | Time: 2359.53 ms [2022-03-10 22:36:37 main:574] : INFO : Epoch 1890 | loss: 0.0311792 | val_loss: 0.0311839 | Time: 2509.03 ms [2022-03-10 22:36:39 main:574] : INFO : Epoch 1891 | loss: 0.0311773 | val_loss: 0.0311807 | Time: 2364.03 ms [2022-03-10 22:36:42 main:574] : INFO : Epoch 1892 | loss: 0.0311762 | val_loss: 0.0311792 | Time: 2477.68 ms [2022-03-10 22:36:45 main:574] : INFO : Epoch 1893 | loss: 0.0311755 | val_loss: 0.0311773 | Time: 2544.75 ms [2022-03-10 22:36:47 main:574] : INFO : Epoch 1894 | loss: 0.031175 | val_loss: 0.0311777 | Time: 2363.54 ms [2022-03-10 22:36:49 main:574] : INFO : Epoch 1895 | loss: 0.0311741 | val_loss: 0.0311773 | Time: 2368.76 ms [2022-03-10 22:36:52 main:574] : INFO : Epoch 1896 | loss: 0.0311756 | val_loss: 0.0311908 | Time: 2586.31 ms [2022-03-10 22:36:55 main:574] : INFO : Epoch 1897 | loss: 0.0311777 | val_loss: 0.0312038 | Time: 2360.8 ms [2022-03-10 22:36:57 main:574] : INFO : Epoch 1898 | loss: 0.0311828 | val_loss: 0.0311792 | Time: 2540.6 ms [2022-03-10 22:37:00 main:574] : INFO : Epoch 1899 | loss: 0.03118 | val_loss: 0.0311792 | Time: 2364.25 ms [2022-03-10 22:37:02 main:574] : INFO : Epoch 1900 | loss: 0.0311772 | val_loss: 0.0311802 | Time: 2517.75 ms [2022-03-10 22:37:05 main:574] : INFO : Epoch 1901 | loss: 0.0311739 | val_loss: 0.0311773 | Time: 2362.97 ms [2022-03-10 22:37:07 main:574] : INFO : Epoch 1902 | loss: 0.0311736 | val_loss: 0.0311772 | Time: 2463.27 ms [2022-03-10 22:37:10 main:574] : INFO : Epoch 1903 | loss: 0.0311755 | val_loss: 0.0311776 | Time: 2359.83 ms [2022-03-10 22:37:12 main:574] : INFO : Epoch 1904 | loss: 0.0311776 | val_loss: 0.0311816 | Time: 2483.04 ms [2022-03-10 22:37:15 main:574] : INFO : Epoch 1905 | loss: 0.0311778 | val_loss: 0.0311796 | Time: 2551.74 ms [2022-03-10 22:37:17 main:574] : INFO : Epoch 1906 | loss: 0.0311757 | val_loss: 0.0311767 | Time: 2559.6 ms [2022-03-10 22:37:20 main:574] : INFO : Epoch 1907 | loss: 0.0311793 | val_loss: 0.031183 | Time: 2359.45 ms [2022-03-10 22:37:22 main:574] : INFO : Epoch 1908 | loss: 0.03118 | val_loss: 0.0311822 | Time: 2535.21 ms [2022-03-10 22:37:25 main:574] : INFO : Epoch 1909 | loss: 0.0311827 | val_loss: 0.0311877 | Time: 2360.54 ms [2022-03-10 22:37:27 main:574] : INFO : Epoch 1910 | loss: 0.0311803 | val_loss: 0.031185 | Time: 2356.73 ms [2022-03-10 22:37:30 main:574] : INFO : Epoch 1911 | loss: 0.031179 | val_loss: 0.0311837 | Time: 2463.04 ms [2022-03-10 22:37:33 main:574] : INFO : Epoch 1912 | loss: 0.0311785 | val_loss: 0.031184 | Time: 2529.41 ms [2022-03-10 22:37:35 main:574] : INFO : Epoch 1913 | loss: 0.0311787 | val_loss: 0.0311937 | Time: 2354.95 ms [2022-03-10 22:37:38 main:574] : INFO : Epoch 1914 | loss: 0.0311802 | val_loss: 0.0311818 | Time: 2474.82 ms [2022-03-10 22:37:40 main:574] : INFO : Epoch 1915 | loss: 0.0311788 | val_loss: 0.0311917 | Time: 2355.79 ms [2022-03-10 22:37:43 main:574] : INFO : Epoch 1916 | loss: 0.0311821 | val_loss: 0.0311838 | Time: 2510.27 ms [2022-03-10 22:37:45 main:574] : INFO : Epoch 1917 | loss: 0.031181 | val_loss: 0.0311851 | Time: 2362.33 ms [2022-03-10 22:37:48 main:574] : INFO : Epoch 1918 | loss: 0.0311768 | val_loss: 0.0311869 | Time: 2501.14 ms [2022-03-10 22:37:50 main:574] : INFO : Epoch 1919 | loss: 0.0311782 | val_loss: 0.0311835 | Time: 2362.55 ms [2022-03-10 22:37:53 main:574] : INFO : Epoch 1920 | loss: 0.0311766 | val_loss: 0.0311846 | Time: 2483.7 ms [2022-03-10 22:37:55 main:574] : INFO : Epoch 1921 | loss: 0.031175 | val_loss: 0.0311832 | Time: 2530.04 ms [2022-03-10 22:37:58 main:574] : INFO : Epoch 1922 | loss: 0.0311773 | val_loss: 0.0311827 | Time: 2364.99 ms [2022-03-10 22:38:00 main:574] : INFO : Epoch 1923 | loss: 0.0311746 | val_loss: 0.0311811 | Time: 2519.92 ms [2022-03-10 22:38:03 main:574] : INFO : Epoch 1924 | loss: 0.0311738 | val_loss: 0.0311797 | Time: 2363.4 ms [2022-03-10 22:38:05 main:574] : INFO : Epoch 1925 | loss: 0.03118 | val_loss: 0.0311853 | Time: 2366.39 ms [2022-03-10 22:38:08 main:574] : INFO : Epoch 1926 | loss: 0.0311791 | val_loss: 0.0311859 | Time: 2539.56 ms [2022-03-10 22:38:10 main:574] : INFO : Epoch 1927 | loss: 0.03118 | val_loss: 0.0311824 | Time: 2376.26 ms [2022-03-10 22:38:13 main:574] : INFO : Epoch 1928 | loss: 0.0311764 | val_loss: 0.0311882 | Time: 2598.8 ms [2022-03-10 22:38:15 main:574] : INFO : Epoch 1929 | loss: 0.0311761 | val_loss: 0.0311804 | Time: 2376.95 ms [2022-03-10 22:38:18 main:574] : INFO : Epoch 1930 | loss: 0.0311771 | val_loss: 0.0311853 | Time: 2511.98 ms [2022-03-10 22:38:20 main:574] : INFO : Epoch 1931 | loss: 0.0311746 | val_loss: 0.0311836 | Time: 2386.08 ms [2022-03-10 22:38:23 main:574] : INFO : Epoch 1932 | loss: 0.0311755 | val_loss: 0.0311804 | Time: 2374.08 ms [2022-03-10 22:38:25 main:574] : INFO : Epoch 1933 | loss: 0.0311814 | val_loss: 0.0311844 | Time: 2547.81 ms [2022-03-10 22:38:28 main:574] : INFO : Epoch 1934 | loss: 0.0311745 | val_loss: 0.0311825 | Time: 2381.55 ms [2022-03-10 22:38:30 main:574] : INFO : Epoch 1935 | loss: 0.0311734 | val_loss: 0.0311807 | Time: 2389.25 ms [2022-03-10 22:38:33 main:574] : INFO : Epoch 1936 | loss: 0.0311763 | val_loss: 0.0311829 | Time: 2502.66 ms [2022-03-10 22:38:36 main:574] : INFO : Epoch 1937 | loss: 0.0311728 | val_loss: 0.0311829 | Time: 2570.5 ms [2022-03-10 22:38:38 main:574] : INFO : Epoch 1938 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 2721.91 ms [2022-03-10 22:38:41 main:574] : INFO : Epoch 1939 | loss: 0.031177 | val_loss: 0.0311849 | Time: 2563.4 ms [2022-03-10 22:38:44 main:574] : INFO : Epoch 1940 | loss: 0.0311738 | val_loss: 0.0311812 | Time: 2528.23 ms [2022-03-10 22:38:47 main:574] : INFO : Epoch 1941 | loss: 0.0311742 | val_loss: 0.0311833 | Time: 2473.36 ms [2022-03-10 22:38:50 main:574] : INFO : Epoch 1942 | loss: 0.0311754 | val_loss: 0.0311907 | Time: 2450.97 ms [2022-03-10 22:38:52 main:574] : INFO : Epoch 1943 | loss: 0.0311779 | val_loss: 0.0311833 | Time: 2537.48 ms [2022-03-10 22:38:55 main:574] : INFO : Epoch 1944 | loss: 0.0311771 | val_loss: 0.0311841 | Time: 2555.42 ms [2022-03-10 22:38:58 main:574] : INFO : Epoch 1945 | loss: 0.0311782 | val_loss: 0.0311795 | Time: 2557.72 ms [2022-03-10 22:39:00 main:574] : INFO : Epoch 1946 | loss: 0.0311774 | val_loss: 0.031182 | Time: 2539.94 ms [2022-03-10 22:39:03 main:574] : INFO : Epoch 1947 | loss: 0.0311772 | val_loss: 0.0311824 | Time: 2510.95 ms [2022-03-10 22:39:06 main:574] : INFO : Epoch 1948 | loss: 0.031176 | val_loss: 0.0311809 | Time: 2468.49 ms [2022-03-10 22:39:09 main:574] : INFO : Epoch 1949 | loss: 0.0311754 | val_loss: 0.0311822 | Time: 2586.31 ms [2022-03-10 22:39:11 main:574] : INFO : Epoch 1950 | loss: 0.0311885 | val_loss: 0.0312044 | Time: 2501.81 ms [2022-03-10 22:39:15 main:574] : INFO : Epoch 1951 | loss: 0.0312114 | val_loss: 0.0312077 | Time: 2535.44 ms [2022-03-10 22:39:17 main:574] : INFO : Epoch 1952 | loss: 0.0312074 | val_loss: 0.0312046 | Time: 2506.27 ms [2022-03-10 22:39:20 main:574] : INFO : Epoch 1953 | loss: 0.0312061 | val_loss: 0.0312056 | Time: 2492.2 ms [2022-03-10 22:39:23 main:574] : INFO : Epoch 1954 | loss: 0.0312052 | val_loss: 0.0312038 | Time: 2507.91 ms [2022-03-10 22:39:25 main:574] : INFO : Epoch 1955 | loss: 0.0312046 | val_loss: 0.031203 | Time: 2520.63 ms [2022-03-10 22:39:28 main:574] : INFO : Epoch 1956 | loss: 0.0312036 | val_loss: 0.0312016 | Time: 2542.34 ms [2022-03-10 22:39:31 main:574] : INFO : Epoch 1957 | loss: 0.0312045 | val_loss: 0.0312021 | Time: 2554.96 ms [2022-03-10 22:39:33 main:574] : INFO : Epoch 1958 | loss: 0.0312034 | val_loss: 0.0312004 | Time: 2544.6 ms [2022-03-10 22:39:36 main:574] : INFO : Epoch 1959 | loss: 0.0312017 | val_loss: 0.0312017 | Time: 2607.28 ms [2022-03-10 22:39:39 main:574] : INFO : Epoch 1960 | loss: 0.0312025 | val_loss: 0.0312005 | Time: 2574.04 ms [2022-03-10 22:39:42 main:574] : INFO : Epoch 1961 | loss: 0.0312042 | val_loss: 0.031206 | Time: 2597.46 ms [2022-03-10 22:39:45 main:574] : INFO : Epoch 1962 | loss: 0.0312047 | val_loss: 0.0312097 | Time: 2507.05 ms [2022-03-10 22:39:47 main:574] : INFO : Epoch 1963 | loss: 0.031204 | val_loss: 0.0312023 | Time: 2557.51 ms [2022-03-10 22:39:50 main:574] : INFO : Epoch 1964 | loss: 0.0312035 | val_loss: 0.031203 | Time: 2594.93 ms [2022-03-10 22:39:53 main:574] : INFO : Epoch 1965 | loss: 0.0312028 | val_loss: 0.0312075 | Time: 2534.14 ms [2022-03-10 22:39:56 main:574] : INFO : Epoch 1966 | loss: 0.0312036 | val_loss: 0.0312018 | Time: 2521.16 ms [2022-03-10 22:39:59 main:574] : INFO : Epoch 1967 | loss: 0.0312018 | val_loss: 0.0311997 | Time: 2540.24 ms [2022-03-10 22:40:01 main:574] : INFO : Epoch 1968 | loss: 0.0312005 | val_loss: 0.0312011 | Time: 2492.95 ms [2022-03-10 22:40:04 main:574] : INFO : Epoch 1969 | loss: 0.0312038 | val_loss: 0.0312044 | Time: 2608.36 ms [2022-03-10 22:40:07 main:574] : INFO : Epoch 1970 | loss: 0.0312049 | val_loss: 0.0312029 | Time: 2484.9 ms [2022-03-10 22:40:10 main:574] : INFO : Epoch 1971 | loss: 0.0312047 | val_loss: 0.031201 | Time: 2586.11 ms [2022-03-10 22:40:12 main:574] : INFO : Epoch 1972 | loss: 0.031203 | val_loss: 0.031204 | Time: 2490.22 ms [2022-03-10 22:40:15 main:574] : INFO : Epoch 1973 | loss: 0.0312035 | val_loss: 0.0312021 | Time: 2539.12 ms [2022-03-10 22:40:18 main:574] : INFO : Epoch 1974 | loss: 0.031203 | val_loss: 0.0312008 | Time: 2536.9 ms [2022-03-10 22:40:21 main:574] : INFO : Epoch 1975 | loss: 0.0312071 | val_loss: 0.0312109 | Time: 2586.28 ms [2022-03-10 22:40:23 main:574] : INFO : Epoch 1976 | loss: 0.0312055 | val_loss: 0.0312023 | Time: 2387.22 ms [2022-03-10 22:40:26 main:574] : INFO : Epoch 1977 | loss: 0.0312014 | val_loss: 0.0312015 | Time: 2530.6 ms [2022-03-10 22:40:28 main:574] : INFO : Epoch 1978 | loss: 0.0312012 | val_loss: 0.0312018 | Time: 2569.04 ms [2022-03-10 22:40:31 main:574] : INFO : Epoch 1979 | loss: 0.0312022 | val_loss: 0.0312045 | Time: 2579.33 ms [2022-03-10 22:40:34 main:574] : INFO : Epoch 1980 | loss: 0.0312044 | val_loss: 0.0312042 | Time: 2473.83 ms [2022-03-10 22:40:36 main:574] : INFO : Epoch 1981 | loss: 0.0312032 | val_loss: 0.031201 | Time: 2572.39 ms [2022-03-10 22:40:39 main:574] : INFO : Epoch 1982 | loss: 0.0312007 | val_loss: 0.0312038 | Time: 2374.53 ms [2022-03-10 22:40:41 main:574] : INFO : Epoch 1983 | loss: 0.0312025 | val_loss: 0.0312034 | Time: 2383.31 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 860M) [2022-03-11 23:31:25 main:435] : INFO : Set logging level to 1 [2022-03-11 23:31:25 main:441] : INFO : Running in BOINC Client mode [2022-03-11 23:31:25 main:444] : INFO : Resolving all filenames [2022-03-11 23:31:25 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-11 23:31:25 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-11 23:31:25 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-11 23:31:25 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-11 23:31:25 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-11 23:31:25 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-11 23:31:25 main:474] : INFO : Configuration: [2022-03-11 23:31:25 main:475] : INFO : Model type: GRU [2022-03-11 23:31:25 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-11 23:31:25 main:477] : INFO : Max Epochs: 2048 [2022-03-11 23:31:25 main:478] : INFO : Batch Size: 128 [2022-03-11 23:31:25 main:479] : INFO : Learning Rate: 0.01 [2022-03-11 23:31:25 main:480] : INFO : Patience: 10 [2022-03-11 23:31:26 main:481] : INFO : Hidden Width: 12 [2022-03-11 23:31:26 main:482] : INFO : # Recurrent Layers: 4 [2022-03-11 23:31:26 main:483] : INFO : # Backend Layers: 4 [2022-03-11 23:31:26 main:484] : INFO : # Threads: 1 [2022-03-11 23:31:26 main:486] : INFO : Preparing Dataset [2022-03-11 23:31:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-11 23:31:26 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-11 23:31:30 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-11 23:31:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-11 23:31:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-11 23:31:30 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-11 23:31:31 main:494] : INFO : Creating Model [2022-03-11 23:31:31 main:507] : INFO : Preparing config file [2022-03-11 23:31:31 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-11 23:31:31 main:512] : INFO : Loading config [2022-03-11 23:31:31 main:514] : INFO : Loading state [2022-03-11 23:31:38 main:559] : INFO : Loading DataLoader into Memory [2022-03-11 23:31:38 main:562] : INFO : Starting Training [2022-03-11 23:31:44 main:574] : INFO : Epoch 1924 | loss: 0.032049 | val_loss: 0.0313925 | Time: 5488.5 ms [2022-03-11 23:31:47 main:574] : INFO : Epoch 1925 | loss: 0.0312986 | val_loss: 0.0312416 | Time: 2554.7 ms [2022-03-11 23:31:49 main:574] : INFO : Epoch 1926 | loss: 0.0312268 | val_loss: 0.0312093 | Time: 2592.32 ms [2022-03-11 23:31:52 main:574] : INFO : Epoch 1927 | loss: 0.0312071 | val_loss: 0.0311998 | Time: 2600.49 ms [2022-03-11 23:31:54 main:574] : INFO : Epoch 1928 | loss: 0.0311989 | val_loss: 0.0311928 | Time: 2377.45 ms [2022-03-11 23:31:57 main:574] : INFO : Epoch 1929 | loss: 0.0311965 | val_loss: 0.03119 | Time: 2521.54 ms [2022-03-11 23:32:00 main:574] : INFO : Epoch 1930 | loss: 0.0311958 | val_loss: 0.0311933 | Time: 2581.1 ms [2022-03-11 23:32:02 main:574] : INFO : Epoch 1931 | loss: 0.0311926 | val_loss: 0.0311897 | Time: 2588.36 ms [2022-03-11 23:32:05 main:574] : INFO : Epoch 1932 | loss: 0.0311898 | val_loss: 0.0311956 | Time: 2599.36 ms [2022-03-11 23:32:08 main:574] : INFO : Epoch 1933 | loss: 0.0311919 | val_loss: 0.0311831 | Time: 2590.57 ms [2022-03-11 23:32:10 main:574] : INFO : Epoch 1934 | loss: 0.0311874 | val_loss: 0.0311961 | Time: 2601.31 ms [2022-03-11 23:32:13 main:574] : INFO : Epoch 1935 | loss: 0.0311922 | val_loss: 0.031187 | Time: 2580.34 ms [2022-03-11 23:32:16 main:574] : INFO : Epoch 1936 | loss: 0.0311876 | val_loss: 0.0311857 | Time: 2586.13 ms [2022-03-11 23:32:18 main:574] : INFO : Epoch 1937 | loss: 0.0311836 | val_loss: 0.0311847 | Time: 2599.61 ms [2022-03-11 23:32:21 main:574] : INFO : Epoch 1938 | loss: 0.0311902 | val_loss: 0.0311928 | Time: 2586.92 ms [2022-03-11 23:32:24 main:574] : INFO : Epoch 1939 | loss: 0.0311904 | val_loss: 0.031185 | Time: 2371.57 ms [2022-03-11 23:32:26 main:574] : INFO : Epoch 1940 | loss: 0.031186 | val_loss: 0.0311869 | Time: 2513.79 ms [2022-03-11 23:32:29 main:574] : INFO : Epoch 1941 | loss: 0.0311868 | val_loss: 0.0311891 | Time: 2378.69 ms [2022-03-11 23:32:31 main:574] : INFO : Epoch 1942 | loss: 0.0311873 | val_loss: 0.031183 | Time: 2510.22 ms [2022-03-11 23:32:34 main:574] : INFO : Epoch 1943 | loss: 0.0311833 | val_loss: 0.0311838 | Time: 2373.52 ms [2022-03-11 23:32:36 main:574] : INFO : Epoch 1944 | loss: 0.0311814 | val_loss: 0.031182 | Time: 2501.91 ms [2022-03-11 23:32:39 main:574] : INFO : Epoch 1945 | loss: 0.0311815 | val_loss: 0.0311853 | Time: 2376.59 ms [2022-03-11 23:32:41 main:574] : INFO : Epoch 1946 | loss: 0.0311814 | val_loss: 0.0311866 | Time: 2495.42 ms [2022-03-11 23:32:44 main:574] : INFO : Epoch 1947 | loss: 0.0311837 | val_loss: 0.0311904 | Time: 2374.08 ms [2022-03-11 23:32:46 main:574] : INFO : Epoch 1948 | loss: 0.0311843 | val_loss: 0.0311817 | Time: 2496.02 ms [2022-03-11 23:32:49 main:574] : INFO : Epoch 1949 | loss: 0.0311816 | val_loss: 0.0311816 | Time: 2575.43 ms [2022-03-11 23:32:52 main:574] : INFO : Epoch 1950 | loss: 0.0311808 | val_loss: 0.031182 | Time: 2591.9 ms [2022-03-11 23:32:54 main:574] : INFO : Epoch 1951 | loss: 0.0311805 | val_loss: 0.0311887 | Time: 2583.62 ms [2022-03-11 23:32:57 main:574] : INFO : Epoch 1952 | loss: 0.031183 | val_loss: 0.0311833 | Time: 2586.2 ms [2022-03-11 23:33:00 main:574] : INFO : Epoch 1953 | loss: 0.0311814 | val_loss: 0.0311846 | Time: 2588.26 ms [2022-03-11 23:33:02 main:574] : INFO : Epoch 1954 | loss: 0.0311802 | val_loss: 0.0311831 | Time: 2378.41 ms [2022-03-11 23:33:04 main:574] : INFO : Epoch 1955 | loss: 0.0311796 | val_loss: 0.0311828 | Time: 2374.16 ms [2022-03-11 23:33:07 main:574] : INFO : Epoch 1956 | loss: 0.03118 | val_loss: 0.0311866 | Time: 2573.46 ms [2022-03-11 23:33:09 main:574] : INFO : Epoch 1957 | loss: 0.0311801 | val_loss: 0.0311809 | Time: 2373.18 ms [2022-03-11 23:33:12 main:574] : INFO : Epoch 1958 | loss: 0.0311799 | val_loss: 0.031186 | Time: 2505.89 ms [2022-03-11 23:33:14 main:574] : INFO : Epoch 1959 | loss: 0.03118 | val_loss: 0.0311851 | Time: 2376.07 ms [2022-03-11 23:33:17 main:574] : INFO : Epoch 1960 | loss: 0.031179 | val_loss: 0.0311825 | Time: 2372.4 ms [2022-03-11 23:33:20 main:574] : INFO : Epoch 1961 | loss: 0.0311839 | val_loss: 0.0311874 | Time: 2565.25 ms [2022-03-11 23:33:22 main:574] : INFO : Epoch 1962 | loss: 0.0311798 | val_loss: 0.03118 | Time: 2590.33 ms [2022-03-11 23:33:25 main:574] : INFO : Epoch 1963 | loss: 0.0311774 | val_loss: 0.0311831 | Time: 2594.94 ms [2022-03-11 23:33:28 main:574] : INFO : Epoch 1964 | loss: 0.0311789 | val_loss: 0.0311823 | Time: 2591.16 ms [2022-03-11 23:33:30 main:574] : INFO : Epoch 1965 | loss: 0.0311807 | val_loss: 0.0311902 | Time: 2585.76 ms [2022-03-11 23:33:33 main:574] : INFO : Epoch 1966 | loss: 0.0311807 | val_loss: 0.0311798 | Time: 2376.54 ms [2022-03-11 23:33:35 main:574] : INFO : Epoch 1967 | loss: 0.031179 | val_loss: 0.0311833 | Time: 2512.95 ms [2022-03-11 23:33:38 main:574] : INFO : Epoch 1968 | loss: 0.0311825 | val_loss: 0.0311923 | Time: 2574.49 ms [2022-03-11 23:33:41 main:574] : INFO : Epoch 1969 | loss: 0.0311806 | val_loss: 0.0311806 | Time: 2521.64 ms [2022-03-11 23:33:43 main:574] : INFO : Epoch 1970 | loss: 0.031184 | val_loss: 0.0311813 | Time: 2583.69 ms [2022-03-11 23:33:46 main:574] : INFO : Epoch 1971 | loss: 0.0311794 | val_loss: 0.0311824 | Time: 2374.98 ms [2022-03-11 23:33:48 main:574] : INFO : Epoch 1972 | loss: 0.0311788 | val_loss: 0.0311805 | Time: 2512.39 ms [2022-03-11 23:33:51 main:574] : INFO : Epoch 1973 | loss: 0.0311776 | val_loss: 0.0311802 | Time: 2376.54 ms [2022-03-11 23:33:53 main:574] : INFO : Epoch 1974 | loss: 0.0311764 | val_loss: 0.0311802 | Time: 2499.34 ms [2022-03-11 23:33:56 main:574] : INFO : Epoch 1975 | loss: 0.0311768 | val_loss: 0.0311795 | Time: 2498.38 ms [2022-03-11 23:33:59 main:574] : INFO : Epoch 1976 | loss: 0.0311765 | val_loss: 0.0311835 | Time: 2575.37 ms [2022-03-11 23:34:01 main:574] : INFO : Epoch 1977 | loss: 0.0311777 | val_loss: 0.031179 | Time: 2591.43 ms [2022-03-11 23:34:04 main:574] : INFO : Epoch 1978 | loss: 0.0311767 | val_loss: 0.0311789 | Time: 2586.46 ms [2022-03-11 23:34:07 main:574] : INFO : Epoch 1979 | loss: 0.0311764 | val_loss: 0.0311819 | Time: 2603.42 ms [2022-03-11 23:34:09 main:574] : INFO : Epoch 1980 | loss: 0.0311775 | val_loss: 0.0311826 | Time: 2593.54 ms [2022-03-11 23:34:12 main:574] : INFO : Epoch 1981 | loss: 0.0311766 | val_loss: 0.031185 | Time: 2588.9 ms [2022-03-11 23:34:15 main:574] : INFO : Epoch 1982 | loss: 0.0311766 | val_loss: 0.0311798 | Time: 2592.64 ms [2022-03-11 23:34:17 main:574] : INFO : Epoch 1983 | loss: 0.0311759 | val_loss: 0.031183 | Time: 2593.02 ms [2022-03-11 23:34:20 main:574] : INFO : Epoch 1984 | loss: 0.0311768 | val_loss: 0.031179 | Time: 2594.32 ms [2022-03-11 23:34:23 main:574] : INFO : Epoch 1985 | loss: 0.0311757 | val_loss: 0.0311822 | Time: 2588.58 ms [2022-03-11 23:34:25 main:574] : INFO : Epoch 1986 | loss: 0.0311823 | val_loss: 0.0311928 | Time: 2590.92 ms [2022-03-11 23:34:28 main:574] : INFO : Epoch 1987 | loss: 0.0311806 | val_loss: 0.0311869 | Time: 2584.35 ms [2022-03-11 23:34:31 main:574] : INFO : Epoch 1988 | loss: 0.03118 | val_loss: 0.0311827 | Time: 2588.31 ms [2022-03-11 23:34:33 main:574] : INFO : Epoch 1989 | loss: 0.0311778 | val_loss: 0.0311782 | Time: 2594.05 ms [2022-03-11 23:34:36 main:574] : INFO : Epoch 1990 | loss: 0.0311761 | val_loss: 0.0311832 | Time: 2593.76 ms [2022-03-11 23:34:39 main:574] : INFO : Epoch 1991 | loss: 0.0311785 | val_loss: 0.0311933 | Time: 2593.21 ms [2022-03-11 23:34:41 main:574] : INFO : Epoch 1992 | loss: 0.0311794 | val_loss: 0.0311788 | Time: 2584.03 ms [2022-03-11 23:34:44 main:574] : INFO : Epoch 1993 | loss: 0.0311757 | val_loss: 0.0311774 | Time: 2595.61 ms [2022-03-11 23:34:47 main:574] : INFO : Epoch 1994 | loss: 0.0311761 | val_loss: 0.0311771 | Time: 2586.12 ms [2022-03-11 23:34:49 main:574] : INFO : Epoch 1995 | loss: 0.0311788 | val_loss: 0.0311868 | Time: 2594.12 ms [2022-03-11 23:34:52 main:574] : INFO : Epoch 1996 | loss: 0.0311817 | val_loss: 0.0311774 | Time: 2374.74 ms [2022-03-11 23:34:54 main:574] : INFO : Epoch 1997 | loss: 0.0311778 | val_loss: 0.031182 | Time: 2506.72 ms [2022-03-11 23:34:57 main:574] : INFO : Epoch 1998 | loss: 0.0311795 | val_loss: 0.0311782 | Time: 2371.85 ms [2022-03-11 23:34:59 main:574] : INFO : Epoch 1999 | loss: 0.031178 | val_loss: 0.0311831 | Time: 2511.69 ms [2022-03-11 23:35:02 main:574] : INFO : Epoch 2000 | loss: 0.0311779 | val_loss: 0.0311782 | Time: 2375.59 ms [2022-03-11 23:35:04 main:574] : INFO : Epoch 2001 | loss: 0.0311769 | val_loss: 0.0311888 | Time: 2493.21 ms [2022-03-11 23:35:07 main:574] : INFO : Epoch 2002 | loss: 0.0311804 | val_loss: 0.0311792 | Time: 2376.33 ms [2022-03-11 23:35:09 main:574] : INFO : Epoch 2003 | loss: 0.0311761 | val_loss: 0.03118 | Time: 2494.97 ms [2022-03-11 23:35:12 main:574] : INFO : Epoch 2004 | loss: 0.0311755 | val_loss: 0.0311818 | Time: 2374.24 ms [2022-03-11 23:35:15 main:574] : INFO : Epoch 2005 | loss: 0.0311757 | val_loss: 0.0311782 | Time: 2510.81 ms [2022-03-11 23:35:17 main:574] : INFO : Epoch 2006 | loss: 0.031179 | val_loss: 0.0311794 | Time: 2379.76 ms [2022-03-11 23:35:20 main:574] : INFO : Epoch 2007 | loss: 0.0311744 | val_loss: 0.0311777 | Time: 2493.3 ms [2022-03-11 23:35:22 main:574] : INFO : Epoch 2008 | loss: 0.0311746 | val_loss: 0.0311788 | Time: 2374.97 ms [2022-03-11 23:35:25 main:574] : INFO : Epoch 2009 | loss: 0.0311784 | val_loss: 0.0311805 | Time: 2493.97 ms [2022-03-11 23:35:27 main:574] : INFO : Epoch 2010 | loss: 0.0311776 | val_loss: 0.0311816 | Time: 2574.98 ms [2022-03-11 23:35:30 main:574] : INFO : Epoch 2011 | loss: 0.0311792 | val_loss: 0.0311831 | Time: 2586.82 ms [2022-03-11 23:35:33 main:574] : INFO : Epoch 2012 | loss: 0.031178 | val_loss: 0.0311791 | Time: 2589.79 ms [2022-03-11 23:35:35 main:574] : INFO : Epoch 2013 | loss: 0.0311778 | val_loss: 0.0311788 | Time: 2591.97 ms [2022-03-11 23:35:38 main:574] : INFO : Epoch 2014 | loss: 0.0311779 | val_loss: 0.0311815 | Time: 2590.48 ms [2022-03-11 23:35:41 main:574] : INFO : Epoch 2015 | loss: 0.0311775 | val_loss: 0.0311846 | Time: 2591.48 ms [2022-03-11 23:35:43 main:574] : INFO : Epoch 2016 | loss: 0.031179 | val_loss: 0.0311838 | Time: 2597.17 ms [2022-03-11 23:35:46 main:574] : INFO : Epoch 2017 | loss: 0.031181 | val_loss: 0.0311872 | Time: 2605.17 ms [2022-03-11 23:35:49 main:574] : INFO : Epoch 2018 | loss: 0.0311788 | val_loss: 0.0311805 | Time: 2590.28 ms [2022-03-11 23:35:51 main:574] : INFO : Epoch 2019 | loss: 0.0311757 | val_loss: 0.0311803 | Time: 2594.23 ms [2022-03-11 23:35:54 main:574] : INFO : Epoch 2020 | loss: 0.0311757 | val_loss: 0.0311807 | Time: 2591.96 ms [2022-03-11 23:35:57 main:574] : INFO : Epoch 2021 | loss: 0.0311771 | val_loss: 0.0311896 | Time: 2592.72 ms [2022-03-11 23:35:59 main:574] : INFO : Epoch 2022 | loss: 0.031185 | val_loss: 0.031188 | Time: 2594.97 ms [2022-03-11 23:36:02 main:574] : INFO : Epoch 2023 | loss: 0.0311809 | val_loss: 0.0311826 | Time: 2591.93 ms [2022-03-11 23:36:05 main:574] : INFO : Epoch 2024 | loss: 0.0311787 | val_loss: 0.0311856 | Time: 2588.82 ms [2022-03-11 23:36:07 main:574] : INFO : Epoch 2025 | loss: 0.0311768 | val_loss: 0.031181 | Time: 2578.22 ms [2022-03-11 23:36:10 main:574] : INFO : Epoch 2026 | loss: 0.031177 | val_loss: 0.0311819 | Time: 2594.94 ms [2022-03-11 23:36:12 main:574] : INFO : Epoch 2027 | loss: 0.0311781 | val_loss: 0.031186 | Time: 2377.06 ms [2022-03-11 23:36:15 main:574] : INFO : Epoch 2028 | loss: 0.0311769 | val_loss: 0.0311825 | Time: 2504.72 ms [2022-03-11 23:36:17 main:574] : INFO : Epoch 2029 | loss: 0.0311791 | val_loss: 0.0311821 | Time: 2381.08 ms [2022-03-11 23:36:20 main:574] : INFO : Epoch 2030 | loss: 0.0311784 | val_loss: 0.03118 | Time: 2505.89 ms [2022-03-11 23:36:22 main:574] : INFO : Epoch 2031 | loss: 0.0311763 | val_loss: 0.0311803 | Time: 2380.44 ms [2022-03-11 23:36:25 main:574] : INFO : Epoch 2032 | loss: 0.0311791 | val_loss: 0.0311874 | Time: 2500.24 ms [2022-03-11 23:36:27 main:574] : INFO : Epoch 2033 | loss: 0.0311796 | val_loss: 0.0311821 | Time: 2374.55 ms [2022-03-11 23:36:30 main:574] : INFO : Epoch 2034 | loss: 0.0311766 | val_loss: 0.0311866 | Time: 2494.97 ms [2022-03-11 23:36:32 main:574] : INFO : Epoch 2035 | loss: 0.0311765 | val_loss: 0.031181 | Time: 2375.11 ms [2022-03-11 23:36:35 main:574] : INFO : Epoch 2036 | loss: 0.0311751 | val_loss: 0.0311838 | Time: 2491.14 ms [2022-03-11 23:36:37 main:574] : INFO : Epoch 2037 | loss: 0.0311758 | val_loss: 0.0311812 | Time: 2379.68 ms [2022-03-11 23:36:40 main:574] : INFO : Epoch 2038 | loss: 0.0311753 | val_loss: 0.0311832 | Time: 2499.92 ms [2022-03-11 23:36:42 main:574] : INFO : Epoch 2039 | loss: 0.0311768 | val_loss: 0.031183 | Time: 2371.13 ms [2022-03-11 23:36:45 main:574] : INFO : Epoch 2040 | loss: 0.0311767 | val_loss: 0.0311823 | Time: 2499.12 ms [2022-03-11 23:36:47 main:574] : INFO : Epoch 2041 | loss: 0.031177 | val_loss: 0.0311807 | Time: 2381.14 ms [2022-03-11 23:36:50 main:574] : INFO : Epoch 2042 | loss: 0.0311752 | val_loss: 0.0311827 | Time: 2495.79 ms [2022-03-11 23:36:52 main:574] : INFO : Epoch 2043 | loss: 0.0311766 | val_loss: 0.0311813 | Time: 2375.09 ms [2022-03-11 23:36:55 main:574] : INFO : Epoch 2044 | loss: 0.031178 | val_loss: 0.0311946 | Time: 2502.67 ms [2022-03-11 23:36:57 main:574] : INFO : Epoch 2045 | loss: 0.0311797 | val_loss: 0.0311794 | Time: 2379.3 ms [2022-03-11 23:37:00 main:574] : INFO : Epoch 2046 | loss: 0.0311776 | val_loss: 0.0311862 | Time: 2492.97 ms [2022-03-11 23:37:02 main:574] : INFO : Epoch 2047 | loss: 0.0311767 | val_loss: 0.0311812 | Time: 2370.87 ms [2022-03-11 23:37:05 main:574] : INFO : Epoch 2048 | loss: 0.0311752 | val_loss: 0.0311811 | Time: 2501.45 ms [2022-03-11 23:37:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311811 [2022-03-11 23:37:05 main:603] : INFO : Saving end state to config to file [2022-03-11 23:37:05 main:608] : INFO : Success, exiting.. 23:37:05 (6336): 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)