Task 9578046
| Name | ParityModified-1638629753-11421-1-0_0 |
| Workunit | 6986564 |
| Created | 8 Dec 2021, 1:28:35 UTC |
| Sent | 15 Dec 2021, 0:23:23 UTC |
| Report deadline | 23 Dec 2021, 0:23:23 UTC |
| Received | 20 Dec 2021, 0:15:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16174 |
| Run time | 1 hours 51 min 58 sec |
| CPU time | 1 hours 50 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,250.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 3.02 GB |
| Peak swap size | 4.81 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 1668 | loss: 0.0311497 | val_loss: 0.0311551 | Time: 1246.14 ms [2021-12-19 18:28:19 main:574] : INFO : Epoch 1669 | loss: 0.0311502 | val_loss: 0.0311584 | Time: 1225.27 ms [2021-12-19 18:28:21 main:574] : INFO : Epoch 1670 | loss: 0.0311506 | val_loss: 0.0311558 | Time: 1254.33 ms [2021-12-19 18:28:22 main:574] : INFO : Epoch 1671 | loss: 0.0311484 | val_loss: 0.0311571 | Time: 1203.78 ms [2021-12-19 18:28:23 main:574] : INFO : Epoch 1672 | loss: 0.0311499 | val_loss: 0.0311668 | Time: 1209.28 ms [2021-12-19 18:28:24 main:574] : INFO : Epoch 1673 | loss: 0.0311671 | val_loss: 0.0311644 | Time: 1202.62 ms [2021-12-19 18:28:25 main:574] : INFO : Epoch 1674 | loss: 0.0311643 | val_loss: 0.0311602 | Time: 1193.04 ms [2021-12-19 18:28:27 main:574] : INFO : Epoch 1675 | loss: 0.0311645 | val_loss: 0.0311626 | Time: 1232.88 ms [2021-12-19 18:28:28 main:574] : INFO : Epoch 1676 | loss: 0.031168 | val_loss: 0.031165 | Time: 1266.44 ms [2021-12-19 18:28:29 main:574] : INFO : Epoch 1677 | loss: 0.0311648 | val_loss: 0.0311626 | Time: 1206.24 ms [2021-12-19 18:28:30 main:574] : INFO : Epoch 1678 | loss: 0.0311642 | val_loss: 0.031163 | Time: 1208.62 ms [2021-12-19 18:28:32 main:574] : INFO : Epoch 1679 | loss: 0.03116 | val_loss: 0.0311575 | Time: 1283.41 ms [2021-12-19 18:28:33 main:574] : INFO : Epoch 1680 | loss: 0.0311587 | val_loss: 0.0311628 | Time: 1249.17 ms [2021-12-19 18:28:34 main:574] : INFO : Epoch 1681 | loss: 0.031159 | val_loss: 0.0311647 | Time: 1188.39 ms [2021-12-19 18:28:35 main:574] : INFO : Epoch 1682 | loss: 0.0311625 | val_loss: 0.0311603 | Time: 1218.31 ms [2021-12-19 18:28:36 main:574] : INFO : Epoch 1683 | loss: 0.0311597 | val_loss: 0.0311649 | Time: 1220.53 ms [2021-12-19 18:28:38 main:574] : INFO : Epoch 1684 | loss: 0.0311615 | val_loss: 0.031163 | Time: 1209.06 ms [2021-12-19 18:28:39 main:574] : INFO : Epoch 1685 | loss: 0.0311617 | val_loss: 0.0311635 | Time: 1217.88 ms [2021-12-19 18:28:40 main:574] : INFO : Epoch 1686 | loss: 0.0311572 | val_loss: 0.0311591 | Time: 1278.4 ms [2021-12-19 18:28:41 main:574] : INFO : Epoch 1687 | loss: 0.0311623 | val_loss: 0.0311647 | Time: 1275.6 ms [2021-12-19 18:28:43 main:574] : INFO : Epoch 1688 | loss: 0.0311584 | val_loss: 0.0311621 | Time: 1246.14 ms [2021-12-19 18:28:44 main:574] : INFO : Epoch 1689 | loss: 0.0311593 | val_loss: 0.0311601 | Time: 1260.26 ms [2021-12-19 18:28:45 main:574] : INFO : Epoch 1690 | loss: 0.0311592 | val_loss: 0.0311608 | Time: 1270.57 ms [2021-12-19 18:28:47 main:574] : INFO : Epoch 1691 | loss: 0.0311609 | val_loss: 0.0311609 | Time: 1290.32 ms [2021-12-19 18:28:48 main:574] : INFO : Epoch 1692 | loss: 0.0311581 | val_loss: 0.0311574 | Time: 1186.16 ms [2021-12-19 18:28:49 main:574] : INFO : Epoch 1693 | loss: 0.0311578 | val_loss: 0.0311559 | Time: 1249.27 ms [2021-12-19 18:28:50 main:574] : INFO : Epoch 1694 | loss: 0.0311585 | val_loss: 0.0311667 | Time: 1224.56 ms [2021-12-19 18:28:51 main:574] : INFO : Epoch 1695 | loss: 0.0311645 | val_loss: 0.031158 | Time: 1243.4 ms [2021-12-19 18:28:53 main:574] : INFO : Epoch 1696 | loss: 0.0311576 | val_loss: 0.0311609 | Time: 1225.31 ms [2021-12-19 18:28:54 main:574] : INFO : Epoch 1697 | loss: 0.0311556 | val_loss: 0.0311547 | Time: 1263.22 ms [2021-12-19 18:28:55 main:574] : INFO : Epoch 1698 | loss: 0.0311592 | val_loss: 0.0311565 | Time: 1232.24 ms [2021-12-19 18:28:56 main:574] : INFO : Epoch 1699 | loss: 0.0311569 | val_loss: 0.0311582 | Time: 1204.83 ms [2021-12-19 18:28:58 main:574] : INFO : Epoch 1700 | loss: 0.0311572 | val_loss: 0.0311537 | Time: 1257.09 ms [2021-12-19 18:28:59 main:574] : INFO : Epoch 1701 | loss: 0.0311526 | val_loss: 0.0311543 | Time: 1203.96 ms [2021-12-19 18:29:00 main:574] : INFO : Epoch 1702 | loss: 0.0311534 | val_loss: 0.031156 | Time: 1219.96 ms [2021-12-19 18:29:01 main:574] : INFO : Epoch 1703 | loss: 0.0311548 | val_loss: 0.0311573 | Time: 1254.1 ms [2021-12-19 18:29:03 main:574] : INFO : Epoch 1704 | loss: 0.0311523 | val_loss: 0.0311554 | Time: 1208.45 ms [2021-12-19 18:29:04 main:574] : INFO : Epoch 1705 | loss: 0.0311523 | val_loss: 0.0311573 | Time: 1258.73 ms [2021-12-19 18:29:05 main:574] : INFO : Epoch 1706 | loss: 0.0311514 | val_loss: 0.0311569 | Time: 1189.97 ms [2021-12-19 18:29:06 main:574] : INFO : Epoch 1707 | loss: 0.0311526 | val_loss: 0.0311566 | Time: 1239.92 ms [2021-12-19 18:29:07 main:574] : INFO : Epoch 1708 | loss: 0.0311531 | val_loss: 0.0311575 | Time: 1245.53 ms [2021-12-19 18:29:09 main:574] : INFO : Epoch 1709 | loss: 0.031151 | val_loss: 0.0311524 | Time: 1211.32 ms [2021-12-19 18:29:10 main:574] : INFO : Epoch 1710 | loss: 0.0311512 | val_loss: 0.0311565 | Time: 1226.58 ms [2021-12-19 18:29:11 main:574] : INFO : Epoch 1711 | loss: 0.0311486 | val_loss: 0.0311566 | Time: 1255.31 ms [2021-12-19 18:29:12 main:574] : INFO : Epoch 1712 | loss: 0.0311505 | val_loss: 0.0311551 | Time: 1239.06 ms [2021-12-19 18:29:14 main:574] : INFO : Epoch 1713 | loss: 0.0311508 | val_loss: 0.0311544 | Time: 1283.96 ms [2021-12-19 18:29:15 main:574] : INFO : Epoch 1714 | loss: 0.03115 | val_loss: 0.0311544 | Time: 1237.65 ms [2021-12-19 18:29:16 main:574] : INFO : Epoch 1715 | loss: 0.0311508 | val_loss: 0.0311544 | Time: 1144.45 ms [2021-12-19 18:29:17 main:574] : INFO : Epoch 1716 | loss: 0.0311491 | val_loss: 0.0311536 | Time: 1210.84 ms [2021-12-19 18:29:19 main:574] : INFO : Epoch 1717 | loss: 0.0311495 | val_loss: 0.0311523 | Time: 1198.07 ms [2021-12-19 18:29:20 main:574] : INFO : Epoch 1718 | loss: 0.0311521 | val_loss: 0.0311586 | Time: 1212.78 ms [2021-12-19 18:29:21 main:574] : INFO : Epoch 1719 | loss: 0.0311515 | val_loss: 0.0311562 | Time: 1229.33 ms [2021-12-19 18:29:22 main:574] : INFO : Epoch 1720 | loss: 0.0311509 | val_loss: 0.0311534 | Time: 1237.12 ms [2021-12-19 18:29:23 main:574] : INFO : Epoch 1721 | loss: 0.0311511 | val_loss: 0.0311636 | Time: 1184.06 ms [2021-12-19 18:29:25 main:574] : INFO : Epoch 1722 | loss: 0.0311529 | val_loss: 0.0311582 | Time: 1210.72 ms [2021-12-19 18:29:26 main:574] : INFO : Epoch 1723 | loss: 0.0311499 | val_loss: 0.0311574 | Time: 1252.36 ms [2021-12-19 18:29:27 main:574] : INFO : Epoch 1724 | loss: 0.0311479 | val_loss: 0.0311556 | Time: 1195.12 ms [2021-12-19 18:29:28 main:574] : INFO : Epoch 1725 | loss: 0.031148 | val_loss: 0.0311564 | Time: 1202.82 ms [2021-12-19 18:29:29 main:574] : INFO : Epoch 1726 | loss: 0.0311448 | val_loss: 0.0311514 | Time: 1177.07 ms [2021-12-19 18:29:31 main:574] : INFO : Epoch 1727 | loss: 0.031148 | val_loss: 0.0311544 | Time: 1224.64 ms [2021-12-19 18:29:32 main:574] : INFO : Epoch 1728 | loss: 0.0311514 | val_loss: 0.0311563 | Time: 1247.2 ms [2021-12-19 18:29:33 main:574] : INFO : Epoch 1729 | loss: 0.031151 | val_loss: 0.0311563 | Time: 1228.36 ms [2021-12-19 18:29:34 main:574] : INFO : Epoch 1730 | loss: 0.0311486 | val_loss: 0.0311588 | Time: 1197.55 ms [2021-12-19 18:29:36 main:574] : INFO : Epoch 1731 | loss: 0.0311492 | val_loss: 0.0311537 | Time: 1230.43 ms [2021-12-19 18:29:37 main:574] : INFO : Epoch 1732 | loss: 0.0311471 | val_loss: 0.0311569 | Time: 1202.42 ms [2021-12-19 18:29:38 main:574] : INFO : Epoch 1733 | loss: 0.0311487 | val_loss: 0.0311603 | Time: 1251.97 ms [2021-12-19 18:29:39 main:574] : INFO : Epoch 1734 | loss: 0.0311505 | val_loss: 0.0311572 | Time: 1217.36 ms [2021-12-19 18:29:40 main:574] : INFO : Epoch 1735 | loss: 0.0311552 | val_loss: 0.0311711 | Time: 1200.19 ms [2021-12-19 18:29:42 main:574] : INFO : Epoch 1736 | loss: 0.0311488 | val_loss: 0.0311599 | Time: 1207.41 ms [2021-12-19 18:29:43 main:574] : INFO : Epoch 1737 | loss: 0.0311486 | val_loss: 0.031157 | Time: 1193.98 ms [2021-12-19 18:29:44 main:574] : INFO : Epoch 1738 | loss: 0.0311503 | val_loss: 0.0311542 | Time: 1208.12 ms [2021-12-19 18:29:45 main:574] : INFO : Epoch 1739 | loss: 0.0311478 | val_loss: 0.0311544 | Time: 1225.94 ms [2021-12-19 18:29:47 main:574] : INFO : Epoch 1740 | loss: 0.0311481 | val_loss: 0.0311568 | Time: 1256.07 ms [2021-12-19 18:29:48 main:574] : INFO : Epoch 1741 | loss: 0.031145 | val_loss: 0.0311599 | Time: 1266.13 ms [2021-12-19 18:29:49 main:574] : INFO : Epoch 1742 | loss: 0.0311487 | val_loss: 0.0311628 | Time: 1249.14 ms [2021-12-19 18:29:50 main:574] : INFO : Epoch 1743 | loss: 0.0311492 | val_loss: 0.0311621 | Time: 1254.87 ms [2021-12-19 18:29:52 main:574] : INFO : Epoch 1744 | loss: 0.0311483 | val_loss: 0.0311583 | Time: 1228.72 ms [2021-12-19 18:29:53 main:574] : INFO : Epoch 1745 | loss: 0.0311466 | val_loss: 0.0311541 | Time: 1240.8 ms [2021-12-19 18:29:54 main:574] : INFO : Epoch 1746 | loss: 0.0311462 | val_loss: 0.0311556 | Time: 1245.38 ms [2021-12-19 18:29:55 main:574] : INFO : Epoch 1747 | loss: 0.0311449 | val_loss: 0.0311595 | Time: 1315.94 ms [2021-12-19 18:29:57 main:574] : INFO : Epoch 1748 | loss: 0.0311453 | val_loss: 0.0311572 | Time: 1237.31 ms [2021-12-19 18:29:58 main:574] : INFO : Epoch 1749 | loss: 0.0311474 | val_loss: 0.0311557 | Time: 1251.23 ms [2021-12-19 18:29:59 main:574] : INFO : Epoch 1750 | loss: 0.0311441 | val_loss: 0.0311554 | Time: 1219.72 ms [2021-12-19 18:30:00 main:574] : INFO : Epoch 1751 | loss: 0.0311433 | val_loss: 0.0311527 | Time: 1159.07 ms [2021-12-19 18:30:02 main:574] : INFO : Epoch 1752 | loss: 0.0311429 | val_loss: 0.0311536 | Time: 1255.47 ms [2021-12-19 18:30:03 main:574] : INFO : Epoch 1753 | loss: 0.0311453 | val_loss: 0.0311565 | Time: 1238.57 ms [2021-12-19 18:30:04 main:574] : INFO : Epoch 1754 | loss: 0.0311451 | val_loss: 0.0311578 | Time: 1245.41 ms [2021-12-19 18:30:05 main:574] : INFO : Epoch 1755 | loss: 0.0311429 | val_loss: 0.031159 | Time: 1233.63 ms [2021-12-19 18:30:06 main:574] : INFO : Epoch 1756 | loss: 0.0311426 | val_loss: 0.0311629 | Time: 1230.8 ms [2021-12-19 18:30:08 main:574] : INFO : Epoch 1757 | loss: 0.0311417 | val_loss: 0.0311546 | Time: 1191.65 ms [2021-12-19 18:30:09 main:574] : INFO : Epoch 1758 | loss: 0.0311418 | val_loss: 0.0311533 | Time: 1246.45 ms [2021-12-19 18:30:10 main:574] : INFO : Epoch 1759 | loss: 0.0311418 | val_loss: 0.0311541 | Time: 1228.54 ms [2021-12-19 18:30:11 main:574] : INFO : Epoch 1760 | loss: 0.0311418 | val_loss: 0.031155 | Time: 1204.69 ms [2021-12-19 18:30:13 main:574] : INFO : Epoch 1761 | loss: 0.0311403 | val_loss: 0.0311519 | Time: 1182.99 ms [2021-12-19 18:30:14 main:574] : INFO : Epoch 1762 | loss: 0.0311422 | val_loss: 0.0311538 | Time: 1197.73 ms [2021-12-19 18:30:15 main:574] : INFO : Epoch 1763 | loss: 0.0311429 | val_loss: 0.0311583 | Time: 1217.33 ms [2021-12-19 18:30:16 main:574] : INFO : Epoch 1764 | loss: 0.0311421 | val_loss: 0.0311531 | Time: 1221.58 ms [2021-12-19 18:30:18 main:574] : INFO : Epoch 1765 | loss: 0.0311453 | val_loss: 0.0311637 | Time: 1292.69 ms [2021-12-19 18:30:19 main:574] : INFO : Epoch 1766 | loss: 0.0311455 | val_loss: 0.0311572 | Time: 1207.85 ms [2021-12-19 18:30:20 main:574] : INFO : Epoch 1767 | loss: 0.0311437 | val_loss: 0.031159 | Time: 1252.3 ms [2021-12-19 18:30:21 main:574] : INFO : Epoch 1768 | loss: 0.0311465 | val_loss: 0.0311583 | Time: 1206.21 ms [2021-12-19 18:30:22 main:574] : INFO : Epoch 1769 | loss: 0.0311534 | val_loss: 0.0311622 | Time: 1215.39 ms [2021-12-19 18:30:24 main:574] : INFO : Epoch 1770 | loss: 0.0311475 | val_loss: 0.0311555 | Time: 1186.92 ms [2021-12-19 18:30:25 main:574] : INFO : Epoch 1771 | loss: 0.0311439 | val_loss: 0.0311532 | Time: 1185.47 ms [2021-12-19 18:30:26 main:574] : INFO : Epoch 1772 | loss: 0.0311457 | val_loss: 0.0311579 | Time: 1181.66 ms [2021-12-19 18:30:27 main:574] : INFO : Epoch 1773 | loss: 0.0311408 | val_loss: 0.0311558 | Time: 1189.89 ms [2021-12-19 18:30:28 main:574] : INFO : Epoch 1774 | loss: 0.0311398 | val_loss: 0.0311568 | Time: 1226.02 ms [2021-12-19 18:30:30 main:574] : INFO : Epoch 1775 | loss: 0.0311415 | val_loss: 0.0311537 | Time: 1274.08 ms [2021-12-19 18:30:31 main:574] : INFO : Epoch 1776 | loss: 0.0311418 | val_loss: 0.0311524 | Time: 1256.14 ms [2021-12-19 18:30:32 main:574] : INFO : Epoch 1777 | loss: 0.0311402 | val_loss: 0.031151 | Time: 1244.81 ms [2021-12-19 18:30:33 main:574] : INFO : Epoch 1778 | loss: 0.0311442 | val_loss: 0.0311596 | Time: 1230.29 ms [2021-12-19 18:30:35 main:574] : INFO : Epoch 1779 | loss: 0.0311404 | val_loss: 0.0311519 | Time: 1246.97 ms [2021-12-19 18:30:36 main:574] : INFO : Epoch 1780 | loss: 0.0311376 | val_loss: 0.031157 | Time: 1229.85 ms [2021-12-19 18:30:37 main:574] : INFO : Epoch 1781 | loss: 0.0311362 | val_loss: 0.0311533 | Time: 1248.04 ms [2021-12-19 18:30:38 main:574] : INFO : Epoch 1782 | loss: 0.0311372 | val_loss: 0.0311523 | Time: 1226.69 ms [2021-12-19 18:30:40 main:574] : INFO : Epoch 1783 | loss: 0.031139 | val_loss: 0.0311542 | Time: 1206.84 ms [2021-12-19 18:30:41 main:574] : INFO : Epoch 1784 | loss: 0.0311353 | val_loss: 0.0311541 | Time: 1191.1 ms [2021-12-19 18:30:42 main:574] : INFO : Epoch 1785 | loss: 0.0311347 | val_loss: 0.0311555 | Time: 1221.29 ms [2021-12-19 18:30:43 main:574] : INFO : Epoch 1786 | loss: 0.0311381 | val_loss: 0.0311664 | Time: 1173.52 ms [2021-12-19 18:30:44 main:574] : INFO : Epoch 1787 | loss: 0.0311417 | val_loss: 0.0311586 | Time: 1261.88 ms [2021-12-19 18:30:46 main:574] : INFO : Epoch 1788 | loss: 0.0311445 | val_loss: 0.031153 | Time: 1235.88 ms [2021-12-19 18:30:47 main:574] : INFO : Epoch 1789 | loss: 0.031143 | val_loss: 0.0311536 | Time: 1249.9 ms [2021-12-19 18:30:48 main:574] : INFO : Epoch 1790 | loss: 0.0311402 | val_loss: 0.0311575 | Time: 1262.43 ms [2021-12-19 18:30:49 main:574] : INFO : Epoch 1791 | loss: 0.0311439 | val_loss: 0.0311582 | Time: 1182.07 ms [2021-12-19 18:30:51 main:574] : INFO : Epoch 1792 | loss: 0.0311439 | val_loss: 0.0311539 | Time: 1267.26 ms [2021-12-19 18:30:52 main:574] : INFO : Epoch 1793 | loss: 0.031141 | val_loss: 0.0311565 | Time: 1242.89 ms [2021-12-19 18:30:53 main:574] : INFO : Epoch 1794 | loss: 0.0311411 | val_loss: 0.0311584 | Time: 1236.37 ms [2021-12-19 18:30:54 main:574] : INFO : Epoch 1795 | loss: 0.0311456 | val_loss: 0.0311599 | Time: 1211.09 ms [2021-12-19 18:30:56 main:574] : INFO : Epoch 1796 | loss: 0.0311412 | val_loss: 0.0311603 | Time: 1185.68 ms [2021-12-19 18:30:57 main:574] : INFO : Epoch 1797 | loss: 0.0311518 | val_loss: 0.03116 | Time: 1256.41 ms [2021-12-19 18:30:58 main:574] : INFO : Epoch 1798 | loss: 0.0311513 | val_loss: 0.0311626 | Time: 1276.78 ms [2021-12-19 18:30:59 main:574] : INFO : Epoch 1799 | loss: 0.0311531 | val_loss: 0.0311634 | Time: 1266.56 ms [2021-12-19 18:31:01 main:574] : INFO : Epoch 1800 | loss: 0.0311512 | val_loss: 0.0311582 | Time: 1221.98 ms [2021-12-19 18:31:02 main:574] : INFO : Epoch 1801 | loss: 0.0311467 | val_loss: 0.0311589 | Time: 1152.41 ms [2021-12-19 18:31:03 main:574] : INFO : Epoch 1802 | loss: 0.0311473 | val_loss: 0.0311586 | Time: 1222.92 ms [2021-12-19 18:31:04 main:574] : INFO : Epoch 1803 | loss: 0.0311487 | val_loss: 0.0311618 | Time: 1231.93 ms [2021-12-19 18:31:05 main:574] : INFO : Epoch 1804 | loss: 0.031148 | val_loss: 0.0311696 | Time: 1190.79 ms [2021-12-19 18:31:07 main:574] : INFO : Epoch 1805 | loss: 0.0311476 | val_loss: 0.031159 | Time: 1243.03 ms [2021-12-19 18:31:08 main:574] : INFO : Epoch 1806 | loss: 0.0311448 | val_loss: 0.0311573 | Time: 1289.23 ms [2021-12-19 18:31:09 main:574] : INFO : Epoch 1807 | loss: 0.0311464 | val_loss: 0.0311585 | Time: 1220.71 ms [2021-12-19 18:31:10 main:574] : INFO : Epoch 1808 | loss: 0.0311483 | val_loss: 0.0311597 | Time: 1242.94 ms [2021-12-19 18:31:12 main:574] : INFO : Epoch 1809 | loss: 0.0311495 | val_loss: 0.0311588 | Time: 1256.45 ms [2021-12-19 18:31:13 main:574] : INFO : Epoch 1810 | loss: 0.0311487 | val_loss: 0.0311622 | Time: 1223.8 ms [2021-12-19 18:31:14 main:574] : INFO : Epoch 1811 | loss: 0.0311429 | val_loss: 0.0311539 | Time: 1206.81 ms [2021-12-19 18:31:15 main:574] : INFO : Epoch 1812 | loss: 0.0311431 | val_loss: 0.0311538 | Time: 1252.79 ms [2021-12-19 18:31:17 main:574] : INFO : Epoch 1813 | loss: 0.0311394 | val_loss: 0.0311541 | Time: 1178.87 ms [2021-12-19 18:31:18 main:574] : INFO : Epoch 1814 | loss: 0.0311377 | val_loss: 0.0311563 | Time: 1208.49 ms [2021-12-19 18:31:19 main:574] : INFO : Epoch 1815 | loss: 0.0311361 | val_loss: 0.0311512 | Time: 1207.09 ms [2021-12-19 18:31:20 main:574] : INFO : Epoch 1816 | loss: 0.0311423 | val_loss: 0.0311638 | Time: 1242.73 ms [2021-12-19 18:31:21 main:574] : INFO : Epoch 1817 | loss: 0.0311429 | val_loss: 0.0311585 | Time: 1222.09 ms [2021-12-19 18:31:23 main:574] : INFO : Epoch 1818 | loss: 0.0311367 | val_loss: 0.0311532 | Time: 1202.08 ms [2021-12-19 18:31:24 main:574] : INFO : Epoch 1819 | loss: 0.0311377 | val_loss: 0.0311579 | Time: 1252.68 ms [2021-12-19 18:31:25 main:574] : INFO : Epoch 1820 | loss: 0.0311387 | val_loss: 0.0311555 | Time: 1225.74 ms [2021-12-19 18:31:26 main:574] : INFO : Epoch 1821 | loss: 0.0311381 | val_loss: 0.0311551 | Time: 1218.61 ms [2021-12-19 18:31:28 main:574] : INFO : Epoch 1822 | loss: 0.0311404 | val_loss: 0.0311544 | Time: 1200.57 ms [2021-12-19 18:31:29 main:574] : INFO : Epoch 1823 | loss: 0.0311465 | val_loss: 0.0311541 | Time: 1246.64 ms [2021-12-19 18:31:30 main:574] : INFO : Epoch 1824 | loss: 0.0311501 | val_loss: 0.0311531 | Time: 1239.55 ms [2021-12-19 18:31:31 main:574] : INFO : Epoch 1825 | loss: 0.0311436 | val_loss: 0.0311539 | Time: 1190.08 ms [2021-12-19 18:31:32 main:574] : INFO : Epoch 1826 | loss: 0.0311417 | val_loss: 0.0311558 | Time: 1177.34 ms [2021-12-19 18:31:34 main:574] : INFO : Epoch 1827 | loss: 0.0311403 | val_loss: 0.0311536 | Time: 1222.62 ms [2021-12-19 18:31:35 main:574] : INFO : Epoch 1828 | loss: 0.0311411 | val_loss: 0.0311548 | Time: 1232.34 ms [2021-12-19 18:31:36 main:574] : INFO : Epoch 1829 | loss: 0.0311405 | val_loss: 0.0311603 | Time: 1188.96 ms [2021-12-19 18:31:37 main:574] : INFO : Epoch 1830 | loss: 0.0311404 | val_loss: 0.0311577 | Time: 1238.65 ms [2021-12-19 18:31:38 main:574] : INFO : Epoch 1831 | loss: 0.0311391 | val_loss: 0.0311509 | Time: 1203.84 ms [2021-12-19 18:31:40 main:574] : INFO : Epoch 1832 | loss: 0.0311364 | val_loss: 0.0311565 | Time: 1228.17 ms [2021-12-19 18:31:41 main:574] : INFO : Epoch 1833 | loss: 0.0311416 | val_loss: 0.0311559 | Time: 1170.94 ms [2021-12-19 18:31:42 main:574] : INFO : Epoch 1834 | loss: 0.031145 | val_loss: 0.031157 | Time: 1165.63 ms [2021-12-19 18:31:43 main:574] : INFO : Epoch 1835 | loss: 0.0311415 | val_loss: 0.0311532 | Time: 1259.5 ms [2021-12-19 18:31:45 main:574] : INFO : Epoch 1836 | loss: 0.0311403 | val_loss: 0.0311547 | Time: 1232.49 ms [2021-12-19 18:31:46 main:574] : INFO : Epoch 1837 | loss: 0.0311446 | val_loss: 0.0311596 | Time: 1229.86 ms [2021-12-19 18:31:47 main:574] : INFO : Epoch 1838 | loss: 0.0311514 | val_loss: 0.0311758 | Time: 1191.76 ms [2021-12-19 18:31:48 main:574] : INFO : Epoch 1839 | loss: 0.0311736 | val_loss: 0.0311695 | Time: 1254.55 ms [2021-12-19 18:31:49 main:574] : INFO : Epoch 1840 | loss: 0.0311651 | val_loss: 0.0311673 | Time: 1228.36 ms [2021-12-19 18:31:51 main:574] : INFO : Epoch 1841 | loss: 0.0311575 | val_loss: 0.0311592 | Time: 1215.95 ms [2021-12-19 18:31:52 main:574] : INFO : Epoch 1842 | loss: 0.0311557 | val_loss: 0.0311552 | Time: 1196.24 ms [2021-12-19 18:31:53 main:574] : INFO : Epoch 1843 | loss: 0.0311509 | val_loss: 0.0311551 | Time: 1236.17 ms [2021-12-19 18:31:54 main:574] : INFO : Epoch 1844 | loss: 0.0311487 | val_loss: 0.0311608 | Time: 1255.83 ms [2021-12-19 18:31:56 main:574] : INFO : Epoch 1845 | loss: 0.0311448 | val_loss: 0.0311548 | Time: 1174.26 ms [2021-12-19 18:31:57 main:574] : INFO : Epoch 1846 | loss: 0.0311424 | val_loss: 0.031153 | Time: 1251.9 ms [2021-12-19 18:31:58 main:574] : INFO : Epoch 1847 | loss: 0.0311417 | val_loss: 0.0311514 | Time: 1196.3 ms [2021-12-19 18:31:59 main:574] : INFO : Epoch 1848 | loss: 0.0311418 | val_loss: 0.0311606 | Time: 1203.67 ms [2021-12-19 18:32:00 main:574] : INFO : Epoch 1849 | loss: 0.0311436 | val_loss: 0.0311549 | Time: 1202.56 ms [2021-12-19 18:32:02 main:574] : INFO : Epoch 1850 | loss: 0.0311435 | val_loss: 0.0311664 | Time: 1262.09 ms [2021-12-19 18:32:03 main:574] : INFO : Epoch 1851 | loss: 0.0311437 | val_loss: 0.0311567 | Time: 1236.97 ms [2021-12-19 18:32:04 main:574] : INFO : Epoch 1852 | loss: 0.031141 | val_loss: 0.0311538 | Time: 1180.94 ms [2021-12-19 18:32:05 main:574] : INFO : Epoch 1853 | loss: 0.0311395 | val_loss: 0.0311518 | Time: 1238.52 ms [2021-12-19 18:32:07 main:574] : INFO : Epoch 1854 | loss: 0.0311379 | val_loss: 0.031154 | Time: 1214.73 ms [2021-12-19 18:32:08 main:574] : INFO : Epoch 1855 | loss: 0.0311368 | val_loss: 0.0311544 | Time: 1230.9 ms [2021-12-19 18:32:09 main:574] : INFO : Epoch 1856 | loss: 0.0311376 | val_loss: 0.031153 | Time: 1245.11 ms [2021-12-19 18:32:10 main:574] : INFO : Epoch 1857 | loss: 0.0311395 | val_loss: 0.0311558 | Time: 1219.59 ms [2021-12-19 18:32:12 main:574] : INFO : Epoch 1858 | loss: 0.031137 | val_loss: 0.0311556 | Time: 1280.18 ms [2021-12-19 18:32:13 main:574] : INFO : Epoch 1859 | loss: 0.0311403 | val_loss: 0.0311553 | Time: 1252.68 ms [2021-12-19 18:32:14 main:574] : INFO : Epoch 1860 | loss: 0.0311367 | val_loss: 0.0311567 | Time: 1211.77 ms [2021-12-19 18:32:15 main:574] : INFO : Epoch 1861 | loss: 0.0311374 | val_loss: 0.0311534 | Time: 1233.72 ms [2021-12-19 18:32:16 main:574] : INFO : Epoch 1862 | loss: 0.0311368 | val_loss: 0.0311534 | Time: 1193.78 ms [2021-12-19 18:32:18 main:574] : INFO : Epoch 1863 | loss: 0.0311395 | val_loss: 0.0311544 | Time: 1205.7 ms [2021-12-19 18:32:19 main:574] : INFO : Epoch 1864 | loss: 0.0311391 | val_loss: 0.0311534 | Time: 1189.16 ms [2021-12-19 18:32:20 main:574] : INFO : Epoch 1865 | loss: 0.031141 | val_loss: 0.0311575 | Time: 1206.76 ms [2021-12-19 18:32:21 main:574] : INFO : Epoch 1866 | loss: 0.0311396 | val_loss: 0.0311522 | Time: 1170.74 ms [2021-12-19 18:32:22 main:574] : INFO : Epoch 1867 | loss: 0.0311382 | val_loss: 0.0311558 | Time: 1228.73 ms [2021-12-19 18:32:24 main:574] : INFO : Epoch 1868 | loss: 0.0311375 | val_loss: 0.0311534 | Time: 1239.56 ms [2021-12-19 18:32:25 main:574] : INFO : Epoch 1869 | loss: 0.0311334 | val_loss: 0.0311543 | Time: 1236.95 ms [2021-12-19 18:32:26 main:574] : INFO : Epoch 1870 | loss: 0.0311348 | val_loss: 0.0311585 | Time: 1259.99 ms [2021-12-19 18:32:27 main:574] : INFO : Epoch 1871 | loss: 0.0311363 | val_loss: 0.0311562 | Time: 1261.8 ms [2021-12-19 18:32:29 main:574] : INFO : Epoch 1872 | loss: 0.0311338 | val_loss: 0.0311569 | Time: 1262.63 ms [2021-12-19 18:32:30 main:574] : INFO : Epoch 1873 | loss: 0.0311387 | val_loss: 0.0311586 | Time: 1205.76 ms [2021-12-19 18:32:31 main:574] : INFO : Epoch 1874 | loss: 0.0311352 | val_loss: 0.0311555 | Time: 1218.95 ms [2021-12-19 18:32:32 main:574] : INFO : Epoch 1875 | loss: 0.0311329 | val_loss: 0.0311535 | Time: 1244.21 ms [2021-12-19 18:32:34 main:574] : INFO : Epoch 1876 | loss: 0.0311464 | val_loss: 0.0311553 | Time: 1223.03 ms [2021-12-19 18:32:35 main:574] : INFO : Epoch 1877 | loss: 0.0311494 | val_loss: 0.0311532 | Time: 1250.22 ms [2021-12-19 18:32:36 main:574] : INFO : Epoch 1878 | loss: 0.0311462 | val_loss: 0.0311518 | Time: 1229.57 ms [2021-12-19 18:32:37 main:574] : INFO : Epoch 1879 | loss: 0.0311497 | val_loss: 0.0311563 | Time: 1172.28 ms [2021-12-19 18:32:39 main:574] : INFO : Epoch 1880 | loss: 0.0311459 | val_loss: 0.0311517 | Time: 1175.54 ms [2021-12-19 18:32:40 main:574] : INFO : Epoch 1881 | loss: 0.0311436 | val_loss: 0.0311523 | Time: 1163.96 ms [2021-12-19 18:32:41 main:574] : INFO : Epoch 1882 | loss: 0.0311408 | val_loss: 0.0311523 | Time: 1234.14 ms [2021-12-19 18:32:42 main:574] : INFO : Epoch 1883 | loss: 0.0311422 | val_loss: 0.031153 | Time: 1203.16 ms [2021-12-19 18:32:43 main:574] : INFO : Epoch 1884 | loss: 0.0311414 | val_loss: 0.0311542 | Time: 1223.77 ms [2021-12-19 18:32:45 main:574] : INFO : Epoch 1885 | loss: 0.0311431 | val_loss: 0.0311567 | Time: 1224.77 ms [2021-12-19 18:32:46 main:574] : INFO : Epoch 1886 | loss: 0.0311464 | val_loss: 0.0311504 | Time: 1191.46 ms [2021-12-19 18:32:47 main:574] : INFO : Epoch 1887 | loss: 0.0311406 | val_loss: 0.0311534 | Time: 1206.91 ms [2021-12-19 18:32:48 main:574] : INFO : Epoch 1888 | loss: 0.031138 | val_loss: 0.0311489 | Time: 1201.43 ms [2021-12-19 18:32:49 main:574] : INFO : Epoch 1889 | loss: 0.0311365 | val_loss: 0.0311553 | Time: 1215.4 ms [2021-12-19 18:32:51 main:574] : INFO : Epoch 1890 | loss: 0.0311366 | val_loss: 0.0311478 | Time: 1218.42 ms [2021-12-19 18:32:52 main:574] : INFO : Epoch 1891 | loss: 0.0311339 | val_loss: 0.0311489 | Time: 1213.13 ms [2021-12-19 18:32:53 main:574] : INFO : Epoch 1892 | loss: 0.0311348 | val_loss: 0.0311479 | Time: 1264.29 ms [2021-12-19 18:32:54 main:574] : INFO : Epoch 1893 | loss: 0.0311334 | val_loss: 0.0311511 | Time: 1218.29 ms [2021-12-19 18:32:56 main:574] : INFO : Epoch 1894 | loss: 0.0311356 | val_loss: 0.0311522 | Time: 1251.84 ms [2021-12-19 18:32:57 main:574] : INFO : Epoch 1895 | loss: 0.0311369 | val_loss: 0.0311488 | Time: 1177.2 ms [2021-12-19 18:32:58 main:574] : INFO : Epoch 1896 | loss: 0.0311341 | val_loss: 0.0311496 | Time: 1171.68 ms [2021-12-19 18:32:59 main:574] : INFO : Epoch 1897 | loss: 0.0311371 | val_loss: 0.0311544 | Time: 1266.93 ms [2021-12-19 18:33:00 main:574] : INFO : Epoch 1898 | loss: 0.0311359 | val_loss: 0.0311537 | Time: 1220.19 ms [2021-12-19 18:33:02 main:574] : INFO : Epoch 1899 | loss: 0.0311361 | val_loss: 0.0311515 | Time: 1202.11 ms [2021-12-19 18:33:03 main:574] : INFO : Epoch 1900 | loss: 0.0311376 | val_loss: 0.0311554 | Time: 1247.33 ms [2021-12-19 18:33:04 main:574] : INFO : Epoch 1901 | loss: 0.0311353 | val_loss: 0.0311516 | Time: 1240.39 ms [2021-12-19 18:33:05 main:574] : INFO : Epoch 1902 | loss: 0.031135 | val_loss: 0.0311449 | Time: 1218.14 ms [2021-12-19 18:33:07 main:574] : INFO : Epoch 1903 | loss: 0.0311366 | val_loss: 0.0311522 | Time: 1259.95 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 3060 Ti) [2021-12-19 18:35:28 main:435] : INFO : Set logging level to 1 [2021-12-19 18:35:28 main:441] : INFO : Running in BOINC Client mode [2021-12-19 18:35:28 main:444] : INFO : Resolving all filenames [2021-12-19 18:35:28 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2021-12-19 18:35:28 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2021-12-19 18:35:28 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2021-12-19 18:35:28 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2021-12-19 18:35:28 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-12-19 18:35:28 main:472] : INFO : Dataset filename: dataset.hdf5 [2021-12-19 18:35:28 main:474] : INFO : Configuration: [2021-12-19 18:35:28 main:475] : INFO : Model type: GRU [2021-12-19 18:35:28 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-12-19 18:35:28 main:477] : INFO : Max Epochs: 2048 [2021-12-19 18:35:28 main:478] : INFO : Batch Size: 128 [2021-12-19 18:35:28 main:479] : INFO : Learning Rate: 0.01 [2021-12-19 18:35:28 main:480] : INFO : Patience: 10 [2021-12-19 18:35:28 main:481] : INFO : Hidden Width: 12 [2021-12-19 18:35:28 main:482] : INFO : # Recurrent Layers: 4 [2021-12-19 18:35:28 main:483] : INFO : # Backend Layers: 4 [2021-12-19 18:35:28 main:484] : INFO : # Threads: 1 [2021-12-19 18:35:28 main:486] : INFO : Preparing Dataset [2021-12-19 18:35:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2021-12-19 18:35:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2021-12-19 18:54:54 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-12-19 18:54:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2021-12-19 18:54:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2021-12-19 18:54:54 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-12-19 18:54:54 main:494] : INFO : Creating Model [2021-12-19 18:54:54 main:507] : INFO : Preparing config file [2021-12-19 18:54:54 main:511] : INFO : Found checkpoint, attempting to load... [2021-12-19 18:54:54 main:512] : INFO : Loading config [2021-12-19 18:54:54 main:514] : INFO : Loading state [2021-12-19 19:09:28 main:559] : INFO : Loading DataLoader into Memory [2021-12-19 19:09:28 main:562] : INFO : Starting Training [2021-12-19 19:10:42 main:574] : INFO : Epoch 1803 | loss: 0.0313298 | val_loss: 0.0312372 | Time: 74459 ms [2021-12-19 19:10:44 main:574] : INFO : Epoch 1804 | loss: 0.0311958 | val_loss: 0.0311721 | Time: 1180.1 ms [2021-12-19 19:10:45 main:574] : INFO : Epoch 1805 | loss: 0.0311531 | val_loss: 0.0311535 | Time: 1175.71 ms [2021-12-19 19:10:46 main:574] : INFO : Epoch 1806 | loss: 0.031144 | val_loss: 0.0311539 | Time: 1132.39 ms [2021-12-19 19:10:47 main:574] : INFO : Epoch 1807 | loss: 0.0311447 | val_loss: 0.0311523 | Time: 1228.72 ms [2021-12-19 19:10:48 main:574] : INFO : Epoch 1808 | loss: 0.0311385 | val_loss: 0.0311571 | Time: 1256.61 ms [2021-12-19 19:10:50 main:574] : INFO : Epoch 1809 | loss: 0.0311391 | val_loss: 0.0311564 | Time: 1243.27 ms [2021-12-19 19:10:51 main:574] : INFO : Epoch 1810 | loss: 0.0311401 | val_loss: 0.0311521 | Time: 1250.37 ms [2021-12-19 19:10:52 main:574] : INFO : Epoch 1811 | loss: 0.0311377 | val_loss: 0.0311524 | Time: 1235.17 ms [2021-12-19 19:10:53 main:574] : INFO : Epoch 1812 | loss: 0.0311398 | val_loss: 0.0311506 | Time: 1165.24 ms [2021-12-19 19:10:55 main:574] : INFO : Epoch 1813 | loss: 0.0311416 | val_loss: 0.0311622 | Time: 1196.78 ms [2021-12-19 19:10:56 main:574] : INFO : Epoch 1814 | loss: 0.0311464 | val_loss: 0.0311594 | Time: 1264.61 ms [2021-12-19 19:10:57 main:574] : INFO : Epoch 1815 | loss: 0.0311411 | val_loss: 0.0311533 | Time: 1211.27 ms [2021-12-19 19:10:58 main:574] : INFO : Epoch 1816 | loss: 0.0311388 | val_loss: 0.0311578 | Time: 1175.52 ms [2021-12-19 19:10:59 main:574] : INFO : Epoch 1817 | loss: 0.0311367 | val_loss: 0.0311511 | Time: 1218.91 ms [2021-12-19 19:11:01 main:574] : INFO : Epoch 1818 | loss: 0.031136 | val_loss: 0.0311575 | Time: 1234.62 ms [2021-12-19 19:11:02 main:574] : INFO : Epoch 1819 | loss: 0.0311372 | val_loss: 0.0311493 | Time: 1224.01 ms [2021-12-19 19:11:03 main:574] : INFO : Epoch 1820 | loss: 0.0311382 | val_loss: 0.0311522 | Time: 1219.26 ms [2021-12-19 19:11:04 main:574] : INFO : Epoch 1821 | loss: 0.0311404 | val_loss: 0.0311599 | Time: 1242.91 ms [2021-12-19 19:11:06 main:574] : INFO : Epoch 1822 | loss: 0.0311424 | val_loss: 0.031157 | Time: 1159.82 ms [2021-12-19 19:11:07 main:574] : INFO : Epoch 1823 | loss: 0.0311373 | val_loss: 0.0311524 | Time: 1240.27 ms [2021-12-19 19:11:08 main:574] : INFO : Epoch 1824 | loss: 0.0311361 | val_loss: 0.0311535 | Time: 1188.19 ms [2021-12-19 19:11:09 main:574] : INFO : Epoch 1825 | loss: 0.0311349 | val_loss: 0.0311535 | Time: 1225 ms [2021-12-19 19:11:10 main:574] : INFO : Epoch 1826 | loss: 0.0311356 | val_loss: 0.0311584 | Time: 1205.12 ms [2021-12-19 19:11:12 main:574] : INFO : Epoch 1827 | loss: 0.031136 | val_loss: 0.0311549 | Time: 1213.16 ms [2021-12-19 19:11:13 main:574] : INFO : Epoch 1828 | loss: 0.031139 | val_loss: 0.0311615 | Time: 1213.35 ms [2021-12-19 19:11:14 main:574] : INFO : Epoch 1829 | loss: 0.031137 | val_loss: 0.0311535 | Time: 1299.79 ms [2021-12-19 19:11:15 main:574] : INFO : Epoch 1830 | loss: 0.0311336 | val_loss: 0.0311534 | Time: 1232.1 ms [2021-12-19 19:11:17 main:574] : INFO : Epoch 1831 | loss: 0.0311374 | val_loss: 0.0311562 | Time: 1194.87 ms [2021-12-19 19:11:18 main:574] : INFO : Epoch 1832 | loss: 0.0311441 | val_loss: 0.0311582 | Time: 1260.43 ms [2021-12-19 19:11:19 main:574] : INFO : Epoch 1833 | loss: 0.0311442 | val_loss: 0.0311561 | Time: 1239.92 ms [2021-12-19 19:11:20 main:574] : INFO : Epoch 1834 | loss: 0.0311405 | val_loss: 0.0311553 | Time: 1178.12 ms [2021-12-19 19:11:22 main:574] : INFO : Epoch 1835 | loss: 0.03114 | val_loss: 0.0311509 | Time: 1231.13 ms [2021-12-19 19:11:23 main:574] : INFO : Epoch 1836 | loss: 0.0311394 | val_loss: 0.0311528 | Time: 1263.65 ms [2021-12-19 19:11:24 main:574] : INFO : Epoch 1837 | loss: 0.0311405 | val_loss: 0.0311552 | Time: 1299.13 ms [2021-12-19 19:11:25 main:574] : INFO : Epoch 1838 | loss: 0.0311456 | val_loss: 0.0311606 | Time: 1226.24 ms [2021-12-19 19:11:27 main:574] : INFO : Epoch 1839 | loss: 0.031141 | val_loss: 0.0311526 | Time: 1242.41 ms [2021-12-19 19:11:28 main:574] : INFO : Epoch 1840 | loss: 0.0311381 | val_loss: 0.031156 | Time: 1213.04 ms [2021-12-19 19:11:29 main:574] : INFO : Epoch 1841 | loss: 0.0311408 | val_loss: 0.0311577 | Time: 1208.81 ms [2021-12-19 19:11:30 main:574] : INFO : Epoch 1842 | loss: 0.0311388 | val_loss: 0.0311593 | Time: 1243.39 ms [2021-12-19 19:11:31 main:574] : INFO : Epoch 1843 | loss: 0.0311413 | val_loss: 0.0311543 | Time: 1195.05 ms [2021-12-19 19:11:33 main:574] : INFO : Epoch 1844 | loss: 0.0311395 | val_loss: 0.0311514 | Time: 1250.59 ms [2021-12-19 19:11:34 main:574] : INFO : Epoch 1845 | loss: 0.0311407 | val_loss: 0.0311567 | Time: 1244.24 ms [2021-12-19 19:11:35 main:574] : INFO : Epoch 1846 | loss: 0.0311359 | val_loss: 0.0311594 | Time: 1215.35 ms [2021-12-19 19:11:36 main:574] : INFO : Epoch 1847 | loss: 0.0311347 | val_loss: 0.0311539 | Time: 1215.56 ms [2021-12-19 19:11:38 main:574] : INFO : Epoch 1848 | loss: 0.0311333 | val_loss: 0.0311532 | Time: 1197.91 ms [2021-12-19 19:11:39 main:574] : INFO : Epoch 1849 | loss: 0.0311337 | val_loss: 0.0311545 | Time: 1223.29 ms [2021-12-19 19:11:40 main:574] : INFO : Epoch 1850 | loss: 0.0311329 | val_loss: 0.0311527 | Time: 1168.02 ms [2021-12-19 19:11:41 main:574] : INFO : Epoch 1851 | loss: 0.0311416 | val_loss: 0.0311531 | Time: 1202.77 ms [2021-12-19 19:11:42 main:574] : INFO : Epoch 1852 | loss: 0.0311408 | val_loss: 0.0311559 | Time: 1238.68 ms [2021-12-19 19:11:44 main:574] : INFO : Epoch 1853 | loss: 0.0311415 | val_loss: 0.0311584 | Time: 1207.84 ms [2021-12-19 19:11:45 main:574] : INFO : Epoch 1854 | loss: 0.0311394 | val_loss: 0.0311565 | Time: 1262.24 ms [2021-12-19 19:11:46 main:574] : INFO : Epoch 1855 | loss: 0.0311397 | val_loss: 0.0311562 | Time: 1161.15 ms [2021-12-19 19:11:47 main:574] : INFO : Epoch 1856 | loss: 0.0311393 | val_loss: 0.0311519 | Time: 1177.74 ms [2021-12-19 19:11:48 main:574] : INFO : Epoch 1857 | loss: 0.0311378 | val_loss: 0.031152 | Time: 1180.55 ms [2021-12-19 19:11:50 main:574] : INFO : Epoch 1858 | loss: 0.0311353 | val_loss: 0.0311532 | Time: 1185.68 ms [2021-12-19 19:11:51 main:574] : INFO : Epoch 1859 | loss: 0.0311342 | val_loss: 0.0311478 | Time: 1219.39 ms [2021-12-19 19:11:52 main:574] : INFO : Epoch 1860 | loss: 0.0311386 | val_loss: 0.0311472 | Time: 1206.32 ms [2021-12-19 19:11:53 main:574] : INFO : Epoch 1861 | loss: 0.031134 | val_loss: 0.031151 | Time: 1219.28 ms [2021-12-19 19:11:55 main:574] : INFO : Epoch 1862 | loss: 0.0311303 | val_loss: 0.0311459 | Time: 1237.7 ms [2021-12-19 19:11:56 main:574] : INFO : Epoch 1863 | loss: 0.0311307 | val_loss: 0.0311477 | Time: 1268.62 ms [2021-12-19 19:11:57 main:574] : INFO : Epoch 1864 | loss: 0.031134 | val_loss: 0.031152 | Time: 1219.89 ms [2021-12-19 19:11:58 main:574] : INFO : Epoch 1865 | loss: 0.0311364 | val_loss: 0.0311568 | Time: 1188.7 ms [2021-12-19 19:11:59 main:574] : INFO : Epoch 1866 | loss: 0.0311347 | val_loss: 0.0311476 | Time: 1253.74 ms [2021-12-19 19:12:01 main:574] : INFO : Epoch 1867 | loss: 0.0311334 | val_loss: 0.0311488 | Time: 1249.95 ms [2021-12-19 19:12:02 main:574] : INFO : Epoch 1868 | loss: 0.031135 | val_loss: 0.0311538 | Time: 1289.17 ms [2021-12-19 19:12:03 main:574] : INFO : Epoch 1869 | loss: 0.0311343 | val_loss: 0.0311463 | Time: 1182.17 ms [2021-12-19 19:12:04 main:574] : INFO : Epoch 1870 | loss: 0.031136 | val_loss: 0.0311467 | Time: 1232.79 ms [2021-12-19 19:12:06 main:574] : INFO : Epoch 1871 | loss: 0.0311342 | val_loss: 0.0311466 | Time: 1211.49 ms [2021-12-19 19:12:07 main:574] : INFO : Epoch 1872 | loss: 0.0311335 | val_loss: 0.0311487 | Time: 1224.93 ms [2021-12-19 19:12:08 main:574] : INFO : Epoch 1873 | loss: 0.0311356 | val_loss: 0.0311498 | Time: 1203.77 ms [2021-12-19 19:12:09 main:574] : INFO : Epoch 1874 | loss: 0.0311379 | val_loss: 0.0311525 | Time: 1185.91 ms [2021-12-19 19:12:10 main:574] : INFO : Epoch 1875 | loss: 0.0311323 | val_loss: 0.0311469 | Time: 1221.36 ms [2021-12-19 19:12:12 main:574] : INFO : Epoch 1876 | loss: 0.0311328 | val_loss: 0.031149 | Time: 1274.02 ms [2021-12-19 19:12:13 main:574] : INFO : Epoch 1877 | loss: 0.0311307 | val_loss: 0.0311499 | Time: 1252.6 ms [2021-12-19 19:12:14 main:574] : INFO : Epoch 1878 | loss: 0.0311372 | val_loss: 0.0311599 | Time: 1226.02 ms [2021-12-19 19:12:16 main:574] : INFO : Epoch 1879 | loss: 0.0311388 | val_loss: 0.0311533 | Time: 1263.31 ms [2021-12-19 19:12:17 main:574] : INFO : Epoch 1880 | loss: 0.0311364 | val_loss: 0.0311583 | Time: 1185.88 ms [2021-12-19 19:12:18 main:574] : INFO : Epoch 1881 | loss: 0.031137 | val_loss: 0.0311583 | Time: 1174.91 ms [2021-12-19 19:12:19 main:574] : INFO : Epoch 1882 | loss: 0.0311354 | val_loss: 0.0311494 | Time: 1243.14 ms [2021-12-19 19:12:20 main:574] : INFO : Epoch 1883 | loss: 0.0311364 | val_loss: 0.0311445 | Time: 1204.12 ms [2021-12-19 19:12:22 main:574] : INFO : Epoch 1884 | loss: 0.0311363 | val_loss: 0.031147 | Time: 1188.01 ms [2021-12-19 19:12:23 main:574] : INFO : Epoch 1885 | loss: 0.0311351 | val_loss: 0.0311484 | Time: 1188.34 ms [2021-12-19 19:12:24 main:574] : INFO : Epoch 1886 | loss: 0.0311361 | val_loss: 0.0311488 | Time: 1204.81 ms [2021-12-19 19:12:25 main:574] : INFO : Epoch 1887 | loss: 0.0311377 | val_loss: 0.0311516 | Time: 1222.12 ms [2021-12-19 19:12:26 main:574] : INFO : Epoch 1888 | loss: 0.031134 | val_loss: 0.0311477 | Time: 1226.84 ms [2021-12-19 19:12:28 main:574] : INFO : Epoch 1889 | loss: 0.0311328 | val_loss: 0.0311492 | Time: 1239.06 ms [2021-12-19 19:12:29 main:574] : INFO : Epoch 1890 | loss: 0.0311345 | val_loss: 0.0311473 | Time: 1191.22 ms [2021-12-19 19:12:30 main:574] : INFO : Epoch 1891 | loss: 0.0311342 | val_loss: 0.0311485 | Time: 1226.83 ms [2021-12-19 19:12:31 main:574] : INFO : Epoch 1892 | loss: 0.0311339 | val_loss: 0.0311501 | Time: 1239 ms [2021-12-19 19:12:33 main:574] : INFO : Epoch 1893 | loss: 0.0311354 | val_loss: 0.0311606 | Time: 1235.45 ms [2021-12-19 19:12:34 main:574] : INFO : Epoch 1894 | loss: 0.031138 | val_loss: 0.0311527 | Time: 1178.83 ms [2021-12-19 19:12:35 main:574] : INFO : Epoch 1895 | loss: 0.0311381 | val_loss: 0.0311556 | Time: 1218.53 ms [2021-12-19 19:12:36 main:574] : INFO : Epoch 1896 | loss: 0.0311381 | val_loss: 0.0311544 | Time: 1192.6 ms [2021-12-19 19:12:37 main:574] : INFO : Epoch 1897 | loss: 0.0311324 | val_loss: 0.0311501 | Time: 1271.56 ms [2021-12-19 19:12:39 main:574] : INFO : Epoch 1898 | loss: 0.0311338 | val_loss: 0.0311485 | Time: 1215.86 ms [2021-12-19 19:12:40 main:574] : INFO : Epoch 1899 | loss: 0.0311327 | val_loss: 0.0311534 | Time: 1197.61 ms [2021-12-19 19:12:41 main:574] : INFO : Epoch 1900 | loss: 0.0311349 | val_loss: 0.031155 | Time: 1142.21 ms [2021-12-19 19:12:42 main:574] : INFO : Epoch 1901 | loss: 0.0311314 | val_loss: 0.0311482 | Time: 1163.1 ms [2021-12-19 19:12:43 main:574] : INFO : Epoch 1902 | loss: 0.0311339 | val_loss: 0.0311476 | Time: 1201.87 ms [2021-12-19 19:12:45 main:574] : INFO : Epoch 1903 | loss: 0.0311323 | val_loss: 0.0311497 | Time: 1200.23 ms [2021-12-19 19:12:46 main:574] : INFO : Epoch 1904 | loss: 0.0311338 | val_loss: 0.0311528 | Time: 1208.94 ms [2021-12-19 19:12:47 main:574] : INFO : Epoch 1905 | loss: 0.0311314 | val_loss: 0.0311488 | Time: 1197.56 ms [2021-12-19 19:12:48 main:574] : INFO : Epoch 1906 | loss: 0.0311305 | val_loss: 0.0311539 | Time: 1199.26 ms [2021-12-19 19:12:49 main:574] : INFO : Epoch 1907 | loss: 0.0311384 | val_loss: 0.0311546 | Time: 1232.09 ms [2021-12-19 19:12:51 main:574] : INFO : Epoch 1908 | loss: 0.0311377 | val_loss: 0.0311532 | Time: 1200.55 ms [2021-12-19 19:12:52 main:574] : INFO : Epoch 1909 | loss: 0.0311372 | val_loss: 0.0311548 | Time: 1187.96 ms [2021-12-19 19:12:53 main:574] : INFO : Epoch 1910 | loss: 0.0311379 | val_loss: 0.0311544 | Time: 1225.84 ms [2021-12-19 19:12:54 main:574] : INFO : Epoch 1911 | loss: 0.0311388 | val_loss: 0.0311571 | Time: 1216.94 ms [2021-12-19 19:12:55 main:574] : INFO : Epoch 1912 | loss: 0.0311348 | val_loss: 0.0311544 | Time: 1179.86 ms [2021-12-19 19:12:57 main:574] : INFO : Epoch 1913 | loss: 0.0311383 | val_loss: 0.0311541 | Time: 1245.01 ms [2021-12-19 19:12:58 main:574] : INFO : Epoch 1914 | loss: 0.0311366 | val_loss: 0.0311534 | Time: 1201.5 ms [2021-12-19 19:12:59 main:574] : INFO : Epoch 1915 | loss: 0.0311402 | val_loss: 0.03115 | Time: 1241.1 ms [2021-12-19 19:13:00 main:574] : INFO : Epoch 1916 | loss: 0.0311376 | val_loss: 0.0311534 | Time: 1200.04 ms [2021-12-19 19:13:02 main:574] : INFO : Epoch 1917 | loss: 0.0311372 | val_loss: 0.0311525 | Time: 1226.39 ms [2021-12-19 19:13:03 main:574] : INFO : Epoch 1918 | loss: 0.0311353 | val_loss: 0.0311492 | Time: 1250.56 ms [2021-12-19 19:13:04 main:574] : INFO : Epoch 1919 | loss: 0.0311351 | val_loss: 0.0311531 | Time: 1233.3 ms [2021-12-19 19:13:05 main:574] : INFO : Epoch 1920 | loss: 0.0311329 | val_loss: 0.03115 | Time: 1221.28 ms [2021-12-19 19:13:06 main:574] : INFO : Epoch 1921 | loss: 0.0311327 | val_loss: 0.0311562 | Time: 1253.89 ms [2021-12-19 19:13:08 main:574] : INFO : Epoch 1922 | loss: 0.031134 | val_loss: 0.0311517 | Time: 1224.34 ms [2021-12-19 19:13:09 main:574] : INFO : Epoch 1923 | loss: 0.0311305 | val_loss: 0.0311514 | Time: 1241.98 ms [2021-12-19 19:13:10 main:574] : INFO : Epoch 1924 | loss: 0.0311307 | val_loss: 0.0311507 | Time: 1218.21 ms [2021-12-19 19:13:11 main:574] : INFO : Epoch 1925 | loss: 0.0311307 | val_loss: 0.0311502 | Time: 1211.06 ms [2021-12-19 19:13:13 main:574] : INFO : Epoch 1926 | loss: 0.0311308 | val_loss: 0.0311536 | Time: 1178.85 ms [2021-12-19 19:13:14 main:574] : INFO : Epoch 1927 | loss: 0.0311337 | val_loss: 0.0311522 | Time: 1237.05 ms [2021-12-19 19:13:15 main:574] : INFO : Epoch 1928 | loss: 0.0311317 | val_loss: 0.0311493 | Time: 1198.52 ms [2021-12-19 19:13:16 main:574] : INFO : Epoch 1929 | loss: 0.0311303 | val_loss: 0.0311558 | Time: 1239.25 ms [2021-12-19 19:13:17 main:574] : INFO : Epoch 1930 | loss: 0.0311338 | val_loss: 0.0311548 | Time: 1205.01 ms [2021-12-19 19:13:19 main:574] : INFO : Epoch 1931 | loss: 0.0311331 | val_loss: 0.0311636 | Time: 1255.31 ms [2021-12-19 19:13:20 main:574] : INFO : Epoch 1932 | loss: 0.0311364 | val_loss: 0.0311533 | Time: 1149.43 ms [2021-12-19 19:13:21 main:574] : INFO : Epoch 1933 | loss: 0.0311349 | val_loss: 0.0311612 | Time: 1253.57 ms [2021-12-19 19:13:22 main:574] : INFO : Epoch 1934 | loss: 0.0311408 | val_loss: 0.0311543 | Time: 1199.15 ms [2021-12-19 19:13:24 main:574] : INFO : Epoch 1935 | loss: 0.0311457 | val_loss: 0.0311593 | Time: 1225.6 ms [2021-12-19 19:13:25 main:574] : INFO : Epoch 1936 | loss: 0.0311431 | val_loss: 0.0311546 | Time: 1211.33 ms [2021-12-19 19:13:26 main:574] : INFO : Epoch 1937 | loss: 0.031141 | val_loss: 0.0311603 | Time: 1198.92 ms [2021-12-19 19:13:27 main:574] : INFO : Epoch 1938 | loss: 0.0311406 | val_loss: 0.0311605 | Time: 1213.16 ms [2021-12-19 19:13:28 main:574] : INFO : Epoch 1939 | loss: 0.0311355 | val_loss: 0.0311493 | Time: 1236.09 ms [2021-12-19 19:13:30 main:574] : INFO : Epoch 1940 | loss: 0.0311372 | val_loss: 0.0311539 | Time: 1210.55 ms [2021-12-19 19:13:31 main:574] : INFO : Epoch 1941 | loss: 0.0311354 | val_loss: 0.0311483 | Time: 1153.06 ms [2021-12-19 19:13:32 main:574] : INFO : Epoch 1942 | loss: 0.0311337 | val_loss: 0.0311497 | Time: 1263.24 ms [2021-12-19 19:13:33 main:574] : INFO : Epoch 1943 | loss: 0.0311308 | val_loss: 0.0311481 | Time: 1193.59 ms [2021-12-19 19:13:35 main:574] : INFO : Epoch 1944 | loss: 0.0311336 | val_loss: 0.031151 | Time: 1264.98 ms [2021-12-19 19:13:36 main:574] : INFO : Epoch 1945 | loss: 0.0311315 | val_loss: 0.0311487 | Time: 1186.92 ms [2021-12-19 19:13:37 main:574] : INFO : Epoch 1946 | loss: 0.031131 | val_loss: 0.0311448 | Time: 1231.21 ms [2021-12-19 19:13:38 main:574] : INFO : Epoch 1947 | loss: 0.0311324 | val_loss: 0.031147 | Time: 1226.62 ms [2021-12-19 19:13:39 main:574] : INFO : Epoch 1948 | loss: 0.0311311 | val_loss: 0.0311458 | Time: 1224.57 ms [2021-12-19 19:13:41 main:574] : INFO : Epoch 1949 | loss: 0.0311317 | val_loss: 0.0311496 | Time: 1217.07 ms [2021-12-19 19:13:42 main:574] : INFO : Epoch 1950 | loss: 0.0311319 | val_loss: 0.0311498 | Time: 1222.47 ms [2021-12-19 19:13:43 main:574] : INFO : Epoch 1951 | loss: 0.0311341 | val_loss: 0.0311495 | Time: 1203.98 ms [2021-12-19 19:13:44 main:574] : INFO : Epoch 1952 | loss: 0.0311307 | val_loss: 0.0311461 | Time: 1198.07 ms [2021-12-19 19:13:45 main:574] : INFO : Epoch 1953 | loss: 0.031127 | val_loss: 0.0311482 | Time: 1192.53 ms [2021-12-19 19:13:47 main:574] : INFO : Epoch 1954 | loss: 0.0311314 | val_loss: 0.0311459 | Time: 1196.91 ms [2021-12-19 19:13:48 main:574] : INFO : Epoch 1955 | loss: 0.0311314 | val_loss: 0.0311491 | Time: 1164.21 ms [2021-12-19 19:13:49 main:574] : INFO : Epoch 1956 | loss: 0.0311299 | val_loss: 0.0311525 | Time: 1275.19 ms [2021-12-19 19:13:50 main:574] : INFO : Epoch 1957 | loss: 0.0311325 | val_loss: 0.031148 | Time: 1200.07 ms [2021-12-19 19:13:52 main:574] : INFO : Epoch 1958 | loss: 0.0311341 | val_loss: 0.0311547 | Time: 1217.4 ms [2021-12-19 19:13:53 main:574] : INFO : Epoch 1959 | loss: 0.0311422 | val_loss: 0.0311545 | Time: 1256.78 ms [2021-12-19 19:13:54 main:574] : INFO : Epoch 1960 | loss: 0.0311395 | val_loss: 0.0311517 | Time: 1200.64 ms [2021-12-19 19:13:55 main:574] : INFO : Epoch 1961 | loss: 0.0311402 | val_loss: 0.0311517 | Time: 1235.42 ms [2021-12-19 19:13:56 main:574] : INFO : Epoch 1962 | loss: 0.0311349 | val_loss: 0.0311482 | Time: 1227.28 ms [2021-12-19 19:13:58 main:574] : INFO : Epoch 1963 | loss: 0.0311317 | val_loss: 0.0311483 | Time: 1222.61 ms [2021-12-19 19:13:59 main:574] : INFO : Epoch 1964 | loss: 0.0311317 | val_loss: 0.0311499 | Time: 1171.81 ms [2021-12-19 19:14:00 main:574] : INFO : Epoch 1965 | loss: 0.0311713 | val_loss: 0.0311599 | Time: 1234.34 ms [2021-12-19 19:14:01 main:574] : INFO : Epoch 1966 | loss: 0.0311574 | val_loss: 0.0311618 | Time: 1230.13 ms [2021-12-19 19:14:03 main:574] : INFO : Epoch 1967 | loss: 0.0311465 | val_loss: 0.0311564 | Time: 1180.52 ms [2021-12-19 19:14:04 main:574] : INFO : Epoch 1968 | loss: 0.0311426 | val_loss: 0.0311549 | Time: 1179.34 ms [2021-12-19 19:14:05 main:574] : INFO : Epoch 1969 | loss: 0.0311415 | val_loss: 0.0311549 | Time: 1256.53 ms [2021-12-19 19:14:06 main:574] : INFO : Epoch 1970 | loss: 0.0311413 | val_loss: 0.0311485 | Time: 1187.91 ms [2021-12-19 19:14:07 main:574] : INFO : Epoch 1971 | loss: 0.0311416 | val_loss: 0.0311469 | Time: 1214.36 ms [2021-12-19 19:14:09 main:574] : INFO : Epoch 1972 | loss: 0.031141 | val_loss: 0.0311555 | Time: 1160.25 ms [2021-12-19 19:14:10 main:574] : INFO : Epoch 1973 | loss: 0.0311438 | val_loss: 0.0311513 | Time: 1282.86 ms [2021-12-19 19:14:11 main:574] : INFO : Epoch 1974 | loss: 0.0311442 | val_loss: 0.0311596 | Time: 1178.11 ms [2021-12-19 19:14:12 main:574] : INFO : Epoch 1975 | loss: 0.0311457 | val_loss: 0.0311544 | Time: 1176.4 ms [2021-12-19 19:14:13 main:574] : INFO : Epoch 1976 | loss: 0.0311444 | val_loss: 0.0311553 | Time: 1254.49 ms [2021-12-19 19:14:15 main:574] : INFO : Epoch 1977 | loss: 0.0311402 | val_loss: 0.0311527 | Time: 1247.54 ms [2021-12-19 19:14:16 main:574] : INFO : Epoch 1978 | loss: 0.0311386 | val_loss: 0.0311511 | Time: 1211.14 ms [2021-12-19 19:14:17 main:574] : INFO : Epoch 1979 | loss: 0.0311349 | val_loss: 0.0311506 | Time: 1227.54 ms [2021-12-19 19:14:18 main:574] : INFO : Epoch 1980 | loss: 0.0311326 | val_loss: 0.0311532 | Time: 1238.07 ms [2021-12-19 19:14:20 main:574] : INFO : Epoch 1981 | loss: 0.0311362 | val_loss: 0.0311505 | Time: 1241.77 ms [2021-12-19 19:14:21 main:574] : INFO : Epoch 1982 | loss: 0.0311341 | val_loss: 0.0311507 | Time: 1281.8 ms [2021-12-19 19:14:22 main:574] : INFO : Epoch 1983 | loss: 0.0311305 | val_loss: 0.0311513 | Time: 1254.08 ms [2021-12-19 19:14:23 main:574] : INFO : Epoch 1984 | loss: 0.0311307 | val_loss: 0.03115 | Time: 1191.14 ms [2021-12-19 19:14:25 main:574] : INFO : Epoch 1985 | loss: 0.031134 | val_loss: 0.0311488 | Time: 1193.3 ms [2021-12-19 19:14:26 main:574] : INFO : Epoch 1986 | loss: 0.0311333 | val_loss: 0.0311496 | Time: 1203.59 ms [2021-12-19 19:14:27 main:574] : INFO : Epoch 1987 | loss: 0.0311319 | val_loss: 0.0311488 | Time: 1206.9 ms [2021-12-19 19:14:28 main:574] : INFO : Epoch 1988 | loss: 0.0311327 | val_loss: 0.0311502 | Time: 1213.29 ms [2021-12-19 19:14:29 main:574] : INFO : Epoch 1989 | loss: 0.0311306 | val_loss: 0.0311519 | Time: 1146.93 ms [2021-12-19 19:14:31 main:574] : INFO : Epoch 1990 | loss: 0.0311308 | val_loss: 0.0311539 | Time: 1215.88 ms [2021-12-19 19:14:32 main:574] : INFO : Epoch 1991 | loss: 0.0311292 | val_loss: 0.0311488 | Time: 1180.2 ms [2021-12-19 19:14:33 main:574] : INFO : Epoch 1992 | loss: 0.0311361 | val_loss: 0.0311467 | Time: 1206.63 ms [2021-12-19 19:14:34 main:574] : INFO : Epoch 1993 | loss: 0.031135 | val_loss: 0.0311476 | Time: 1199.65 ms [2021-12-19 19:14:35 main:574] : INFO : Epoch 1994 | loss: 0.031134 | val_loss: 0.0311497 | Time: 1220.41 ms [2021-12-19 19:14:37 main:574] : INFO : Epoch 1995 | loss: 0.0311298 | val_loss: 0.031146 | Time: 1157.26 ms [2021-12-19 19:14:38 main:574] : INFO : Epoch 1996 | loss: 0.0311275 | val_loss: 0.0311474 | Time: 1236.96 ms [2021-12-19 19:14:39 main:574] : INFO : Epoch 1997 | loss: 0.0311293 | val_loss: 0.0311493 | Time: 1247.3 ms [2021-12-19 19:14:40 main:574] : INFO : Epoch 1998 | loss: 0.0311297 | val_loss: 0.0311485 | Time: 1186.18 ms [2021-12-19 19:14:41 main:574] : INFO : Epoch 1999 | loss: 0.0311297 | val_loss: 0.0311501 | Time: 1207.53 ms [2021-12-19 19:14:43 main:574] : INFO : Epoch 2000 | loss: 0.0311289 | val_loss: 0.031147 | Time: 1185.08 ms [2021-12-19 19:14:44 main:574] : INFO : Epoch 2001 | loss: 0.0311344 | val_loss: 0.0311509 | Time: 1185.78 ms [2021-12-19 19:14:45 main:574] : INFO : Epoch 2002 | loss: 0.0311304 | val_loss: 0.0311563 | Time: 1207.55 ms [2021-12-19 19:14:46 main:574] : INFO : Epoch 2003 | loss: 0.0311308 | val_loss: 0.0311501 | Time: 1185.63 ms [2021-12-19 19:14:47 main:574] : INFO : Epoch 2004 | loss: 0.0311281 | val_loss: 0.0311522 | Time: 1192.87 ms [2021-12-19 19:14:49 main:574] : INFO : Epoch 2005 | loss: 0.031128 | val_loss: 0.0311528 | Time: 1235.65 ms [2021-12-19 19:14:50 main:574] : INFO : Epoch 2006 | loss: 0.0311277 | val_loss: 0.0311542 | Time: 1207.16 ms [2021-12-19 19:14:51 main:574] : INFO : Epoch 2007 | loss: 0.0311273 | val_loss: 0.0311502 | Time: 1152.36 ms [2021-12-19 19:14:52 main:574] : INFO : Epoch 2008 | loss: 0.0311283 | val_loss: 0.0311525 | Time: 1207.32 ms [2021-12-19 19:14:53 main:574] : INFO : Epoch 2009 | loss: 0.0311335 | val_loss: 0.0311491 | Time: 1241.28 ms [2021-12-19 19:14:55 main:574] : INFO : Epoch 2010 | loss: 0.0311279 | val_loss: 0.031151 | Time: 1179.42 ms [2021-12-19 19:14:56 main:574] : INFO : Epoch 2011 | loss: 0.0311299 | val_loss: 0.0311548 | Time: 1192.15 ms [2021-12-19 19:14:57 main:574] : INFO : Epoch 2012 | loss: 0.0311271 | val_loss: 0.0311526 | Time: 1193.54 ms [2021-12-19 19:14:58 main:574] : INFO : Epoch 2013 | loss: 0.0311251 | val_loss: 0.0311525 | Time: 1193.21 ms [2021-12-19 19:14:59 main:574] : INFO : Epoch 2014 | loss: 0.0311327 | val_loss: 0.0311593 | Time: 1221.39 ms [2021-12-19 19:15:01 main:574] : INFO : Epoch 2015 | loss: 0.0311305 | val_loss: 0.0311501 | Time: 1214 ms [2021-12-19 19:15:02 main:574] : INFO : Epoch 2016 | loss: 0.0311275 | val_loss: 0.031152 | Time: 1208 ms [2021-12-19 19:15:03 main:574] : INFO : Epoch 2017 | loss: 0.031128 | val_loss: 0.0311518 | Time: 1226.13 ms [2021-12-19 19:15:04 main:574] : INFO : Epoch 2018 | loss: 0.0311269 | val_loss: 0.031151 | Time: 1247.71 ms [2021-12-19 19:15:06 main:574] : INFO : Epoch 2019 | loss: 0.0311265 | val_loss: 0.0311523 | Time: 1249.76 ms [2021-12-19 19:15:07 main:574] : INFO : Epoch 2020 | loss: 0.0311276 | val_loss: 0.0311507 | Time: 1205.36 ms [2021-12-19 19:15:08 main:574] : INFO : Epoch 2021 | loss: 0.0311247 | val_loss: 0.0311516 | Time: 1211.97 ms [2021-12-19 19:15:09 main:574] : INFO : Epoch 2022 | loss: 0.0311239 | val_loss: 0.0311513 | Time: 1195.53 ms [2021-12-19 19:15:10 main:574] : INFO : Epoch 2023 | loss: 0.0311264 | val_loss: 0.0311489 | Time: 1216.93 ms [2021-12-19 19:15:12 main:574] : INFO : Epoch 2024 | loss: 0.0311257 | val_loss: 0.0311506 | Time: 1172.11 ms [2021-12-19 19:15:13 main:574] : INFO : Epoch 2025 | loss: 0.0311255 | val_loss: 0.03115 | Time: 1245.78 ms [2021-12-19 19:15:14 main:574] : INFO : Epoch 2026 | loss: 0.0311277 | val_loss: 0.0311504 | Time: 1215.82 ms [2021-12-19 19:15:15 main:574] : INFO : Epoch 2027 | loss: 0.0311307 | val_loss: 0.0311621 | Time: 1259.45 ms [2021-12-19 19:15:16 main:574] : INFO : Epoch 2028 | loss: 0.0311298 | val_loss: 0.031152 | Time: 1152.27 ms [2021-12-19 19:15:18 main:574] : INFO : Epoch 2029 | loss: 0.031129 | val_loss: 0.0311499 | Time: 1210.33 ms [2021-12-19 19:15:19 main:574] : INFO : Epoch 2030 | loss: 0.0311275 | val_loss: 0.0311499 | Time: 1210.28 ms [2021-12-19 19:15:20 main:574] : INFO : Epoch 2031 | loss: 0.0311266 | val_loss: 0.0311554 | Time: 1248.35 ms [2021-12-19 19:15:21 main:574] : INFO : Epoch 2032 | loss: 0.03113 | val_loss: 0.0311533 | Time: 1184.99 ms [2021-12-19 19:15:23 main:574] : INFO : Epoch 2033 | loss: 0.0311277 | val_loss: 0.0311491 | Time: 1261.3 ms [2021-12-19 19:15:24 main:574] : INFO : Epoch 2034 | loss: 0.031125 | val_loss: 0.0311524 | Time: 1203.65 ms [2021-12-19 19:15:25 main:574] : INFO : Epoch 2035 | loss: 0.031129 | val_loss: 0.0311566 | Time: 1209.67 ms [2021-12-19 19:15:26 main:574] : INFO : Epoch 2036 | loss: 0.0311293 | val_loss: 0.0311471 | Time: 1233.65 ms [2021-12-19 19:15:28 main:574] : INFO : Epoch 2037 | loss: 0.0311308 | val_loss: 0.0311506 | Time: 1232.99 ms [2021-12-19 19:15:29 main:574] : INFO : Epoch 2038 | loss: 0.031135 | val_loss: 0.0311496 | Time: 1247.21 ms [2021-12-19 19:15:30 main:574] : INFO : Epoch 2039 | loss: 0.0311331 | val_loss: 0.0311543 | Time: 1202.2 ms [2021-12-19 19:15:31 main:574] : INFO : Epoch 2040 | loss: 0.0311317 | val_loss: 0.031161 | Time: 1192.89 ms [2021-12-19 19:15:32 main:574] : INFO : Epoch 2041 | loss: 0.0311321 | val_loss: 0.0311501 | Time: 1195.9 ms [2021-12-19 19:15:34 main:574] : INFO : Epoch 2042 | loss: 0.0311292 | val_loss: 0.0311518 | Time: 1284.7 ms [2021-12-19 19:15:35 main:574] : INFO : Epoch 2043 | loss: 0.031128 | val_loss: 0.0311536 | Time: 1217.91 ms [2021-12-19 19:15:36 main:574] : INFO : Epoch 2044 | loss: 0.0311282 | val_loss: 0.0311537 | Time: 1184.74 ms [2021-12-19 19:15:37 main:574] : INFO : Epoch 2045 | loss: 0.0311304 | val_loss: 0.0311519 | Time: 1193.66 ms [2021-12-19 19:15:38 main:574] : INFO : Epoch 2046 | loss: 0.0311253 | val_loss: 0.0311519 | Time: 1230.2 ms [2021-12-19 19:15:40 main:574] : INFO : Epoch 2047 | loss: 0.0311232 | val_loss: 0.0311514 | Time: 1203.72 ms [2021-12-19 19:15:41 main:574] : INFO : Epoch 2048 | loss: 0.0311238 | val_loss: 0.0311561 | Time: 1185.79 ms [2021-12-19 19:15:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311561 [2021-12-19 19:15:41 main:603] : INFO : Saving end state to config to file [2021-12-19 19:15:41 main:608] : INFO : Success, exiting.. 19:15:41 (14880): 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)