Task 13106560
| Name | ParityModified-1647041426-5845-1-0_0 |
| Workunit | 10232515 |
| Created | 14 Mar 2022, 1:30:13 UTC |
| Sent | 21 Mar 2022, 19:06:27 UTC |
| Report deadline | 29 Mar 2022, 19:06:27 UTC |
| Received | 22 Mar 2022, 20:28:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15372 |
| Run time | 3 hours 1 min 34 sec |
| CPU time | 3 hours 0 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,115.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 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 1643 | loss: 0.0311329 | val_loss: 0.0311509 | Time: 5301.86 ms
[2022-03-22 19:09:47 main:574] : INFO : Epoch 1644 | loss: 0.0311362 | val_loss: 0.0311557 | Time: 5774.49 ms
[2022-03-22 19:10:02 main:574] : INFO : Epoch 1645 | loss: 0.031132 | val_loss: 0.0311539 | Time: 15544.8 ms
[2022-03-22 19:10:08 main:574] : INFO : Epoch 1646 | loss: 0.0311302 | val_loss: 0.0311542 | Time: 5409.92 ms
[2022-03-22 19:10:13 main:574] : INFO : Epoch 1647 | loss: 0.0311321 | val_loss: 0.0311491 | Time: 5376.14 ms
[2022-03-22 19:10:18 main:574] : INFO : Epoch 1648 | loss: 0.0311314 | val_loss: 0.0311525 | Time: 5407.45 ms
[2022-03-22 19:10:24 main:574] : INFO : Epoch 1649 | loss: 0.0311317 | val_loss: 0.0311513 | Time: 5364.53 ms
[2022-03-22 19:10:29 main:574] : INFO : Epoch 1650 | loss: 0.0311312 | val_loss: 0.0311564 | Time: 5391.32 ms
[2022-03-22 19:10:35 main:574] : INFO : Epoch 1651 | loss: 0.0311329 | val_loss: 0.0311578 | Time: 5321.54 ms
[2022-03-22 19:10:40 main:574] : INFO : Epoch 1652 | loss: 0.0311311 | val_loss: 0.0311526 | Time: 5364.57 ms
[2022-03-22 19:10:45 main:574] : INFO : Epoch 1653 | loss: 0.031132 | val_loss: 0.0311496 | Time: 5457.66 ms
[2022-03-22 19:10:51 main:574] : INFO : Epoch 1654 | loss: 0.0311308 | val_loss: 0.0311547 | Time: 5376.82 ms
[2022-03-22 19:10:56 main:574] : INFO : Epoch 1655 | loss: 0.0311381 | val_loss: 0.0311518 | Time: 5395.66 ms
[2022-03-22 19:11:02 main:574] : INFO : Epoch 1656 | loss: 0.0311365 | val_loss: 0.0311489 | Time: 5394.11 ms
[2022-03-22 19:11:07 main:574] : INFO : Epoch 1657 | loss: 0.0311315 | val_loss: 0.0311502 | Time: 5373.41 ms
[2022-03-22 19:11:12 main:574] : INFO : Epoch 1658 | loss: 0.0311318 | val_loss: 0.031148 | Time: 5413.74 ms
[2022-03-22 19:11:18 main:574] : INFO : Epoch 1659 | loss: 0.0311321 | val_loss: 0.0311564 | Time: 5365.1 ms
[2022-03-22 19:11:23 main:574] : INFO : Epoch 1660 | loss: 0.0311487 | val_loss: 0.0311592 | Time: 5366.8 ms
[2022-03-22 19:11:29 main:574] : INFO : Epoch 1661 | loss: 0.0311502 | val_loss: 0.031168 | Time: 5369.87 ms
[2022-03-22 19:11:34 main:574] : INFO : Epoch 1662 | loss: 0.0311491 | val_loss: 0.0311619 | Time: 5396.81 ms
[2022-03-22 19:11:39 main:574] : INFO : Epoch 1663 | loss: 0.0311471 | val_loss: 0.0311555 | Time: 5375.41 ms
[2022-03-22 19:11:45 main:574] : INFO : Epoch 1664 | loss: 0.0311444 | val_loss: 0.0311528 | Time: 5370.36 ms
[2022-03-22 19:11:50 main:574] : INFO : Epoch 1665 | loss: 0.0311469 | val_loss: 0.0311534 | Time: 5373.41 ms
[2022-03-22 19:11:56 main:574] : INFO : Epoch 1666 | loss: 0.031144 | val_loss: 0.0311565 | Time: 5388.74 ms
[2022-03-22 19:12:01 main:574] : INFO : Epoch 1667 | loss: 0.0311462 | val_loss: 0.0311536 | Time: 5427.34 ms
[2022-03-22 19:12:06 main:574] : INFO : Epoch 1668 | loss: 0.0311464 | val_loss: 0.0311516 | Time: 5388.72 ms
[2022-03-22 19:12:12 main:574] : INFO : Epoch 1669 | loss: 0.0311471 | val_loss: 0.0311539 | Time: 5391.54 ms
[2022-03-22 19:12:17 main:574] : INFO : Epoch 1670 | loss: 0.0311473 | val_loss: 0.0311566 | Time: 5422.04 ms
[2022-03-22 19:12:23 main:574] : INFO : Epoch 1671 | loss: 0.0311438 | val_loss: 0.0311508 | Time: 5414.18 ms
[2022-03-22 19:12:28 main:574] : INFO : Epoch 1672 | loss: 0.031141 | val_loss: 0.0311524 | Time: 5435.44 ms
[2022-03-22 19:12:33 main:574] : INFO : Epoch 1673 | loss: 0.0311447 | val_loss: 0.031161 | Time: 5442.17 ms
[2022-03-22 19:12:39 main:574] : INFO : Epoch 1674 | loss: 0.0311437 | val_loss: 0.0311515 | Time: 5396.73 ms
[2022-03-22 19:12:44 main:574] : INFO : Epoch 1675 | loss: 0.0311402 | val_loss: 0.0311494 | Time: 5398.91 ms
[2022-03-22 19:12:50 main:574] : INFO : Epoch 1676 | loss: 0.0311385 | val_loss: 0.031151 | Time: 5411.32 ms
[2022-03-22 19:12:55 main:574] : INFO : Epoch 1677 | loss: 0.03114 | val_loss: 0.0311535 | Time: 5402.01 ms
[2022-03-22 19:13:01 main:574] : INFO : Epoch 1678 | loss: 0.0311383 | val_loss: 0.0311507 | Time: 5389.18 ms
[2022-03-22 19:13:06 main:574] : INFO : Epoch 1679 | loss: 0.0311367 | val_loss: 0.0311531 | Time: 5385.54 ms
[2022-03-22 19:13:11 main:574] : INFO : Epoch 1680 | loss: 0.0311361 | val_loss: 0.0311497 | Time: 5378.24 ms
[2022-03-22 19:13:17 main:574] : INFO : Epoch 1681 | loss: 0.0311349 | val_loss: 0.0311529 | Time: 5371.99 ms
[2022-03-22 19:13:22 main:574] : INFO : Epoch 1682 | loss: 0.0311361 | val_loss: 0.0311501 | Time: 5401.77 ms
[2022-03-22 19:13:28 main:574] : INFO : Epoch 1683 | loss: 0.0311359 | val_loss: 0.0311477 | Time: 5396.2 ms
[2022-03-22 19:13:33 main:574] : INFO : Epoch 1684 | loss: 0.0311377 | val_loss: 0.0311482 | Time: 5378.55 ms
[2022-03-22 19:13:38 main:574] : INFO : Epoch 1685 | loss: 0.0311379 | val_loss: 0.0311482 | Time: 5403.91 ms
[2022-03-22 19:13:44 main:574] : INFO : Epoch 1686 | loss: 0.0311365 | val_loss: 0.0311493 | Time: 5424.51 ms
[2022-03-22 19:13:49 main:574] : INFO : Epoch 1687 | loss: 0.0311365 | val_loss: 0.0311487 | Time: 5429.26 ms
[2022-03-22 19:13:55 main:574] : INFO : Epoch 1688 | loss: 0.0311409 | val_loss: 0.0311562 | Time: 5430.33 ms
[2022-03-22 19:14:00 main:574] : INFO : Epoch 1689 | loss: 0.0311425 | val_loss: 0.0311504 | Time: 5414.33 ms
[2022-03-22 19:14:05 main:574] : INFO : Epoch 1690 | loss: 0.0311408 | val_loss: 0.0311486 | Time: 5406.1 ms
[2022-03-22 19:14:11 main:574] : INFO : Epoch 1691 | loss: 0.0311378 | val_loss: 0.0311467 | Time: 5402.54 ms
[2022-03-22 19:14:16 main:574] : INFO : Epoch 1692 | loss: 0.0311355 | val_loss: 0.031146 | Time: 5414.09 ms
[2022-03-22 19:14:22 main:574] : INFO : Epoch 1693 | loss: 0.0311387 | val_loss: 0.0311545 | Time: 5427.54 ms
[2022-03-22 19:14:27 main:574] : INFO : Epoch 1694 | loss: 0.0311384 | val_loss: 0.0311446 | Time: 5388.41 ms
[2022-03-22 19:14:33 main:574] : INFO : Epoch 1695 | loss: 0.0311349 | val_loss: 0.0311457 | Time: 5379.56 ms
[2022-03-22 19:14:38 main:574] : INFO : Epoch 1696 | loss: 0.0311346 | val_loss: 0.0311502 | Time: 5399.26 ms
[2022-03-22 19:14:43 main:574] : INFO : Epoch 1697 | loss: 0.0311342 | val_loss: 0.0311526 | Time: 5420.83 ms
[2022-03-22 19:14:49 main:574] : INFO : Epoch 1698 | loss: 0.0311341 | val_loss: 0.0311504 | Time: 5403.3 ms
[2022-03-22 19:14:54 main:574] : INFO : Epoch 1699 | loss: 0.0311374 | val_loss: 0.031153 | Time: 5388.77 ms
[2022-03-22 19:15:00 main:574] : INFO : Epoch 1700 | loss: 0.031134 | val_loss: 0.0311498 | Time: 5401.65 ms
[2022-03-22 19:15:05 main:574] : INFO : Epoch 1701 | loss: 0.0311341 | val_loss: 0.0311482 | Time: 5419.87 ms
[2022-03-22 19:15:10 main:574] : INFO : Epoch 1702 | loss: 0.0311328 | val_loss: 0.0311472 | Time: 5401.91 ms
[2022-03-22 19:15:16 main:574] : INFO : Epoch 1703 | loss: 0.0311322 | val_loss: 0.0311469 | Time: 5399.09 ms
[2022-03-22 19:15:21 main:574] : INFO : Epoch 1704 | loss: 0.0311354 | val_loss: 0.0311583 | Time: 5424.91 ms
[2022-03-22 19:15:27 main:574] : INFO : Epoch 1705 | loss: 0.0311435 | val_loss: 0.0311474 | Time: 5408.08 ms
[2022-03-22 19:15:32 main:574] : INFO : Epoch 1706 | loss: 0.0311372 | val_loss: 0.0311502 | Time: 5396.42 ms
[2022-03-22 19:15:37 main:574] : INFO : Epoch 1707 | loss: 0.0311349 | val_loss: 0.0311461 | Time: 5362.13 ms
[2022-03-22 19:15:43 main:574] : INFO : Epoch 1708 | loss: 0.0311386 | val_loss: 0.0311496 | Time: 5415.88 ms
[2022-03-22 19:15:48 main:574] : INFO : Epoch 1709 | loss: 0.0311394 | val_loss: 0.0311469 | Time: 5383.32 ms
[2022-03-22 19:15:54 main:574] : INFO : Epoch 1710 | loss: 0.0311364 | val_loss: 0.0311508 | Time: 5412.78 ms
[2022-03-22 19:15:59 main:574] : INFO : Epoch 1711 | loss: 0.0311362 | val_loss: 0.0311501 | Time: 5410.01 ms
[2022-03-22 19:16:04 main:574] : INFO : Epoch 1712 | loss: 0.0311358 | val_loss: 0.0311519 | Time: 5391.82 ms
[2022-03-22 19:16:10 main:574] : INFO : Epoch 1713 | loss: 0.0311358 | val_loss: 0.0311548 | Time: 5377.34 ms
[2022-03-22 19:16:15 main:574] : INFO : Epoch 1714 | loss: 0.0311341 | val_loss: 0.0311497 | Time: 5401.82 ms
[2022-03-22 19:16:21 main:574] : INFO : Epoch 1715 | loss: 0.0311318 | val_loss: 0.031152 | Time: 5507.04 ms
[2022-03-22 19:20:49 main:574] : INFO : Epoch 1716 | loss: 0.031133 | val_loss: 0.0311523 | Time: 268164 ms
[2022-03-22 19:20:54 main:574] : INFO : Epoch 1717 | loss: 0.0311349 | val_loss: 0.0311615 | Time: 5393.16 ms
[2022-03-22 19:21:00 main:574] : INFO : Epoch 1718 | loss: 0.0311346 | val_loss: 0.0311541 | Time: 5424.14 ms
[2022-03-22 19:21:05 main:574] : INFO : Epoch 1719 | loss: 0.0311368 | val_loss: 0.0311554 | Time: 5374.26 ms
[2022-03-22 19:21:11 main:574] : INFO : Epoch 1720 | loss: 0.0311323 | val_loss: 0.0311486 | Time: 5397.37 ms
[2022-03-22 19:21:16 main:574] : INFO : Epoch 1721 | loss: 0.0311325 | val_loss: 0.0311572 | Time: 5416.32 ms
[2022-03-22 19:21:21 main:574] : INFO : Epoch 1722 | loss: 0.0311307 | val_loss: 0.0311489 | Time: 5398.29 ms
[2022-03-22 19:21:27 main:574] : INFO : Epoch 1723 | loss: 0.0311292 | val_loss: 0.0311479 | Time: 5447.55 ms
[2022-03-22 19:21:32 main:574] : INFO : Epoch 1724 | loss: 0.0311316 | val_loss: 0.0311507 | Time: 5393.38 ms
[2022-03-22 19:21:38 main:574] : INFO : Epoch 1725 | loss: 0.031134 | val_loss: 0.0311526 | Time: 5382.18 ms
[2022-03-22 19:21:43 main:574] : INFO : Epoch 1726 | loss: 0.0311365 | val_loss: 0.031151 | Time: 5366.24 ms
[2022-03-22 19:21:48 main:574] : INFO : Epoch 1727 | loss: 0.0311311 | val_loss: 0.0311481 | Time: 5366.14 ms
[2022-03-22 19:21:54 main:574] : INFO : Epoch 1728 | loss: 0.0311293 | val_loss: 0.0311495 | Time: 5356.2 ms
[2022-03-22 19:21:59 main:574] : INFO : Epoch 1729 | loss: 0.0311312 | val_loss: 0.0311525 | Time: 5340.54 ms
[2022-03-22 19:22:05 main:574] : INFO : Epoch 1730 | loss: 0.0311334 | val_loss: 0.0311537 | Time: 5358.02 ms
[2022-03-22 19:22:10 main:574] : INFO : Epoch 1731 | loss: 0.0311289 | val_loss: 0.0311504 | Time: 5341.37 ms
[2022-03-22 19:22:15 main:574] : INFO : Epoch 1732 | loss: 0.0311288 | val_loss: 0.0311515 | Time: 5330.2 ms
[2022-03-22 19:22:21 main:574] : INFO : Epoch 1733 | loss: 0.0311284 | val_loss: 0.0311558 | Time: 5358.73 ms
[2022-03-22 19:22:26 main:574] : INFO : Epoch 1734 | loss: 0.03113 | val_loss: 0.0311509 | Time: 5371.9 ms
[2022-03-22 19:22:31 main:574] : INFO : Epoch 1735 | loss: 0.0311286 | val_loss: 0.0311506 | Time: 5370.96 ms
[2022-03-22 19:22:37 main:574] : INFO : Epoch 1736 | loss: 0.0311352 | val_loss: 0.0311565 | Time: 5365.48 ms
[2022-03-22 19:22:42 main:574] : INFO : Epoch 1737 | loss: 0.0311356 | val_loss: 0.0311519 | Time: 5371.39 ms
[2022-03-22 19:22:47 main:574] : INFO : Epoch 1738 | loss: 0.0311378 | val_loss: 0.0311509 | Time: 5339.96 ms
[2022-03-22 19:22:53 main:574] : INFO : Epoch 1739 | loss: 0.0311323 | val_loss: 0.0311493 | Time: 5359.44 ms
[2022-03-22 19:22:58 main:574] : INFO : Epoch 1740 | loss: 0.0311298 | val_loss: 0.0311513 | Time: 5334.76 ms
[2022-03-22 19:23:03 main:574] : INFO : Epoch 1741 | loss: 0.0311302 | val_loss: 0.0311479 | Time: 5332.52 ms
[2022-03-22 19:23:09 main:574] : INFO : Epoch 1742 | loss: 0.0311304 | val_loss: 0.0311546 | Time: 5338.51 ms
[2022-03-22 19:23:14 main:574] : INFO : Epoch 1743 | loss: 0.0311418 | val_loss: 0.0311677 | Time: 5340.95 ms
[2022-03-22 19:23:20 main:574] : INFO : Epoch 1744 | loss: 0.0311442 | val_loss: 0.0311507 | Time: 5339.51 ms
[2022-03-22 19:23:25 main:574] : INFO : Epoch 1745 | loss: 0.031137 | val_loss: 0.0311513 | Time: 5329.28 ms
[2022-03-22 19:23:30 main:574] : INFO : Epoch 1746 | loss: 0.0311338 | val_loss: 0.0311487 | Time: 5370.89 ms
[2022-03-22 19:23:35 main:574] : INFO : Epoch 1747 | loss: 0.0311341 | val_loss: 0.031166 | Time: 5241.16 ms
[2022-03-22 19:23:41 main:574] : INFO : Epoch 1748 | loss: 0.0311381 | val_loss: 0.0311561 | Time: 5292.06 ms
[2022-03-22 19:23:46 main:574] : INFO : Epoch 1749 | loss: 0.0311394 | val_loss: 0.0311789 | Time: 5317.81 ms
[2022-03-22 19:23:51 main:574] : INFO : Epoch 1750 | loss: 0.0311664 | val_loss: 0.0311655 | Time: 5324.4 ms
[2022-03-22 19:23:57 main:574] : INFO : Epoch 1751 | loss: 0.0311664 | val_loss: 0.0311702 | Time: 5355.9 ms
[2022-03-22 19:24:02 main:574] : INFO : Epoch 1752 | loss: 0.0311739 | val_loss: 0.0311753 | Time: 5362.64 ms
[2022-03-22 19:24:08 main:574] : INFO : Epoch 1753 | loss: 0.0311746 | val_loss: 0.0311758 | Time: 5332.2 ms
[2022-03-22 19:24:13 main:574] : INFO : Epoch 1754 | loss: 0.0311728 | val_loss: 0.0311713 | Time: 5366.79 ms
[2022-03-22 19:24:18 main:574] : INFO : Epoch 1755 | loss: 0.0311694 | val_loss: 0.0311693 | Time: 5369.78 ms
[2022-03-22 19:24:24 main:574] : INFO : Epoch 1756 | loss: 0.0311667 | val_loss: 0.0311702 | Time: 5357.94 ms
[2022-03-22 19:24:29 main:574] : INFO : Epoch 1757 | loss: 0.0311661 | val_loss: 0.0311741 | Time: 5348.57 ms
[2022-03-22 19:24:34 main:574] : INFO : Epoch 1758 | loss: 0.0311655 | val_loss: 0.0311713 | Time: 5360.68 ms
[2022-03-22 19:24:40 main:574] : INFO : Epoch 1759 | loss: 0.0311613 | val_loss: 0.0311733 | Time: 5312.65 ms
[2022-03-22 19:24:45 main:574] : INFO : Epoch 1760 | loss: 0.0311616 | val_loss: 0.0311699 | Time: 5353.58 ms
[2022-03-22 19:24:50 main:574] : INFO : Epoch 1761 | loss: 0.0311594 | val_loss: 0.0311693 | Time: 5339.95 ms
[2022-03-22 19:24:56 main:574] : INFO : Epoch 1762 | loss: 0.0311592 | val_loss: 0.0311662 | Time: 5393.32 ms
[2022-03-22 19:25:01 main:574] : INFO : Epoch 1763 | loss: 0.0311611 | val_loss: 0.0311798 | Time: 5359.31 ms
[2022-03-22 19:25:07 main:574] : INFO : Epoch 1764 | loss: 0.0311633 | val_loss: 0.0311694 | Time: 5348.55 ms
[2022-03-22 19:25:12 main:574] : INFO : Epoch 1765 | loss: 0.0311604 | val_loss: 0.0311678 | Time: 5360.61 ms
[2022-03-22 19:25:17 main:574] : INFO : Epoch 1766 | loss: 0.0311607 | val_loss: 0.0311656 | Time: 5370.87 ms
[2022-03-22 19:25:23 main:574] : INFO : Epoch 1767 | loss: 0.0311626 | val_loss: 0.0311683 | Time: 5348.41 ms
[2022-03-22 19:25:28 main:574] : INFO : Epoch 1768 | loss: 0.0311594 | val_loss: 0.0311643 | Time: 5372.2 ms
[2022-03-22 19:25:33 main:574] : INFO : Epoch 1769 | loss: 0.0311576 | val_loss: 0.0311645 | Time: 5369.23 ms
[2022-03-22 19:25:39 main:574] : INFO : Epoch 1770 | loss: 0.0311564 | val_loss: 0.0311647 | Time: 5364.46 ms
[2022-03-22 19:25:44 main:574] : INFO : Epoch 1771 | loss: 0.0311598 | val_loss: 0.0311709 | Time: 5364.34 ms
[2022-03-22 19:25:50 main:574] : INFO : Epoch 1772 | loss: 0.0311583 | val_loss: 0.0311634 | Time: 5358.37 ms
[2022-03-22 19:25:55 main:574] : INFO : Epoch 1773 | loss: 0.0311575 | val_loss: 0.0311676 | Time: 5360.95 ms
[2022-03-22 19:26:00 main:574] : INFO : Epoch 1774 | loss: 0.0311547 | val_loss: 0.0311646 | Time: 5387.8 ms
[2022-03-22 19:26:06 main:574] : INFO : Epoch 1775 | loss: 0.0311564 | val_loss: 0.031165 | Time: 5376.27 ms
[2022-03-22 19:26:11 main:574] : INFO : Epoch 1776 | loss: 0.0311547 | val_loss: 0.0311667 | Time: 5351.64 ms
[2022-03-22 19:26:16 main:574] : INFO : Epoch 1777 | loss: 0.0311562 | val_loss: 0.0311693 | Time: 5377.36 ms
[2022-03-22 19:26:22 main:574] : INFO : Epoch 1778 | loss: 0.0311563 | val_loss: 0.0311644 | Time: 5367.39 ms
[2022-03-22 19:26:27 main:574] : INFO : Epoch 1779 | loss: 0.031157 | val_loss: 0.03117 | Time: 5350.77 ms
[2022-03-22 19:26:33 main:574] : INFO : Epoch 1780 | loss: 0.0311571 | val_loss: 0.0311647 | Time: 5394.67 ms
[2022-03-22 19:26:38 main:574] : INFO : Epoch 1781 | loss: 0.0311553 | val_loss: 0.0311665 | Time: 5314.42 ms
[2022-03-22 19:26:43 main:574] : INFO : Epoch 1782 | loss: 0.0311565 | val_loss: 0.0311668 | Time: 5303.16 ms
[2022-03-22 19:26:49 main:574] : INFO : Epoch 1783 | loss: 0.0311564 | val_loss: 0.0311677 | Time: 5371.48 ms
[2022-03-22 19:26:54 main:574] : INFO : Epoch 1784 | loss: 0.0311569 | val_loss: 0.0311659 | Time: 5372.77 ms
[2022-03-22 19:26:59 main:574] : INFO : Epoch 1785 | loss: 0.0311573 | val_loss: 0.0311659 | Time: 5328.24 ms
[2022-03-22 19:27:05 main:574] : INFO : Epoch 1786 | loss: 0.0311551 | val_loss: 0.0311704 | Time: 5299.67 ms
[2022-03-22 19:27:10 main:574] : INFO : Epoch 1787 | loss: 0.0311559 | val_loss: 0.0311696 | Time: 5356.15 ms
[2022-03-22 19:27:15 main:574] : INFO : Epoch 1788 | loss: 0.0311572 | val_loss: 0.0311658 | Time: 5326.6 ms
[2022-03-22 19:27:21 main:574] : INFO : Epoch 1789 | loss: 0.0311548 | val_loss: 0.0311695 | Time: 5333.95 ms
[2022-03-22 19:27:26 main:574] : INFO : Epoch 1790 | loss: 0.0311553 | val_loss: 0.0311672 | Time: 5319.08 ms
[2022-03-22 19:27:31 main:574] : INFO : Epoch 1791 | loss: 0.0311603 | val_loss: 0.0311647 | Time: 5342 ms
[2022-03-22 19:27:37 main:574] : INFO : Epoch 1792 | loss: 0.0311557 | val_loss: 0.031166 | Time: 5378.02 ms
[2022-03-22 19:27:42 main:574] : INFO : Epoch 1793 | loss: 0.0311553 | val_loss: 0.0311643 | Time: 5338.83 ms
[2022-03-22 19:27:47 main:574] : INFO : Epoch 1794 | loss: 0.0311533 | val_loss: 0.0311645 | Time: 5312.46 ms
[2022-03-22 19:27:53 main:574] : INFO : Epoch 1795 | loss: 0.031154 | val_loss: 0.0311662 | Time: 5325.61 ms
[2022-03-22 19:27:58 main:574] : INFO : Epoch 1796 | loss: 0.0311549 | val_loss: 0.0311692 | Time: 5335.58 ms
[2022-03-22 19:28:03 main:574] : INFO : Epoch 1797 | loss: 0.0311542 | val_loss: 0.0311659 | Time: 5335.05 ms
[2022-03-22 19:28:09 main:574] : INFO : Epoch 1798 | loss: 0.0311539 | val_loss: 0.0311635 | Time: 5337.91 ms
[2022-03-22 19:28:14 main:574] : INFO : Epoch 1799 | loss: 0.0311542 | val_loss: 0.031165 | Time: 5355.17 ms
[2022-03-22 19:28:19 main:574] : INFO : Epoch 1800 | loss: 0.0311532 | val_loss: 0.0311651 | Time: 5328.07 ms
[2022-03-22 19:28:25 main:574] : INFO : Epoch 1801 | loss: 0.0311565 | val_loss: 0.031174 | Time: 5318.75 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 3GB)
[2022-03-22 19:38:03 main:435] : INFO : Set logging level to 1
[2022-03-22 19:38:03 main:441] : INFO : Running in BOINC Client mode
[2022-03-22 19:38:03 main:444] : INFO : Resolving all filenames
[2022-03-22 19:38:03 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-22 19:38:03 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-22 19:38:03 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-22 19:38:03 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-03-22 19:38:03 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-22 19:38:03 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-22 19:38:03 main:474] : INFO : Configuration:
[2022-03-22 19:38:03 main:475] : INFO : Model type: GRU
[2022-03-22 19:38:03 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-22 19:38:03 main:477] : INFO : Max Epochs: 2048
[2022-03-22 19:38:03 main:478] : INFO : Batch Size: 128
[2022-03-22 19:38:03 main:479] : INFO : Learning Rate: 0.01
[2022-03-22 19:38:03 main:480] : INFO : Patience: 10
[2022-03-22 19:38:03 main:481] : INFO : Hidden Width: 12
[2022-03-22 19:38:03 main:482] : INFO : # Recurrent Layers: 4
[2022-03-22 19:38:03 main:483] : INFO : # Backend Layers: 4
[2022-03-22 19:38:03 main:484] : INFO : # Threads: 1
[2022-03-22 19:38:03 main:486] : INFO : Preparing Dataset
[2022-03-22 19:38:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-22 19:38:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-22 19:38:05 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-22 19:38:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-22 19:38:05 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-22 19:38:05 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-22 19:38:05 main:494] : INFO : Creating Model
[2022-03-22 19:38:05 main:507] : INFO : Preparing config file
[2022-03-22 19:38:05 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-22 19:38:05 main:512] : INFO : Loading config
[2022-03-22 19:38:05 main:514] : INFO : Loading state
[2022-03-22 19:38:06 main:559] : INFO : Loading DataLoader into Memory
[2022-03-22 19:38:06 main:562] : INFO : Starting Training
[2022-03-22 19:38:12 main:574] : INFO : Epoch 1792 | loss: 0.0312616 | val_loss: 0.031196 | Time: 6301.64 ms
[2022-03-22 19:38:18 main:574] : INFO : Epoch 1793 | loss: 0.0311758 | val_loss: 0.0311682 | Time: 5454.19 ms
[2022-03-22 19:38:23 main:574] : INFO : Epoch 1794 | loss: 0.0311592 | val_loss: 0.031164 | Time: 5525.4 ms
[2022-03-22 19:38:29 main:574] : INFO : Epoch 1795 | loss: 0.0311555 | val_loss: 0.0311643 | Time: 5521.37 ms
[2022-03-22 19:38:34 main:574] : INFO : Epoch 1796 | loss: 0.0311533 | val_loss: 0.031161 | Time: 5538.86 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 3GB)
[2022-03-22 19:42:34 main:435] : INFO : Set logging level to 1
[2022-03-22 19:42:34 main:441] : INFO : Running in BOINC Client mode
[2022-03-22 19:42:34 main:444] : INFO : Resolving all filenames
[2022-03-22 19:42:34 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-22 19:42:34 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-22 19:42:34 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-22 19:42:34 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-03-22 19:42:34 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-22 19:42:34 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-22 19:42:34 main:474] : INFO : Configuration:
[2022-03-22 19:42:34 main:475] : INFO : Model type: GRU
[2022-03-22 19:42:34 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-22 19:42:34 main:477] : INFO : Max Epochs: 2048
[2022-03-22 19:42:34 main:478] : INFO : Batch Size: 128
[2022-03-22 19:42:34 main:479] : INFO : Learning Rate: 0.01
[2022-03-22 19:42:34 main:480] : INFO : Patience: 10
[2022-03-22 19:42:34 main:481] : INFO : Hidden Width: 12
[2022-03-22 19:42:34 main:482] : INFO : # Recurrent Layers: 4
[2022-03-22 19:42:34 main:483] : INFO : # Backend Layers: 4
[2022-03-22 19:42:34 main:484] : INFO : # Threads: 1
[2022-03-22 19:42:34 main:486] : INFO : Preparing Dataset
[2022-03-22 19:42:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-22 19:42:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-22 19:42:36 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-22 19:42:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-22 19:42:36 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-22 19:42:36 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-22 19:42:36 main:494] : INFO : Creating Model
[2022-03-22 19:42:36 main:507] : INFO : Preparing config file
[2022-03-22 19:42:36 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-22 19:42:36 main:512] : INFO : Loading config
[2022-03-22 19:42:36 main:514] : INFO : Loading state
[2022-03-22 19:42:37 main:559] : INFO : Loading DataLoader into Memory
[2022-03-22 19:42:37 main:562] : INFO : Starting Training
[2022-03-22 19:42:43 main:574] : INFO : Epoch 1792 | loss: 0.0312538 | val_loss: 0.0311834 | Time: 5518.62 ms
[2022-03-22 19:42:48 main:574] : INFO : Epoch 1793 | loss: 0.0311741 | val_loss: 0.0311677 | Time: 5464.58 ms
[2022-03-22 19:42:54 main:574] : INFO : Epoch 1794 | loss: 0.0311621 | val_loss: 0.0311651 | Time: 5495.93 ms
[2022-03-22 19:42:59 main:574] : INFO : Epoch 1795 | loss: 0.0311606 | val_loss: 0.0311672 | Time: 5530.91 ms
[2022-03-22 19:43:05 main:574] : INFO : Epoch 1796 | loss: 0.0311593 | val_loss: 0.0311665 | Time: 5546.41 ms
[2022-03-22 19:43:10 main:574] : INFO : Epoch 1797 | loss: 0.0311672 | val_loss: 0.0311734 | Time: 5549.74 ms
[2022-03-22 19:43:16 main:574] : INFO : Epoch 1798 | loss: 0.0311585 | val_loss: 0.0311623 | Time: 5551.88 ms
[2022-03-22 19:43:21 main:574] : INFO : Epoch 1799 | loss: 0.0311585 | val_loss: 0.0311578 | Time: 5564.68 ms
[2022-03-22 19:43:27 main:574] : INFO : Epoch 1800 | loss: 0.0311584 | val_loss: 0.031165 | Time: 5558.28 ms
[2022-03-22 19:43:33 main:574] : INFO : Epoch 1801 | loss: 0.0311627 | val_loss: 0.0311637 | Time: 5569.34 ms
[2022-03-22 19:43:38 main:574] : INFO : Epoch 1802 | loss: 0.0311624 | val_loss: 0.0311662 | Time: 5561.34 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 3GB)
[2022-03-22 20:00:48 main:435] : INFO : Set logging level to 1
[2022-03-22 20:00:48 main:441] : INFO : Running in BOINC Client mode
[2022-03-22 20:00:48 main:444] : INFO : Resolving all filenames
[2022-03-22 20:00:48 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-22 20:00:48 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-22 20:00:48 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-22 20:00:48 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-03-22 20:00:48 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-22 20:00:48 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-03-22 20:00:48 main:474] : INFO : Configuration:
[2022-03-22 20:00:48 main:475] : INFO : Model type: GRU
[2022-03-22 20:00:48 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-03-22 20:00:48 main:477] : INFO : Max Epochs: 2048
[2022-03-22 20:00:48 main:478] : INFO : Batch Size: 128
[2022-03-22 20:00:48 main:479] : INFO : Learning Rate: 0.01
[2022-03-22 20:00:48 main:480] : INFO : Patience: 10
[2022-03-22 20:00:48 main:481] : INFO : Hidden Width: 12
[2022-03-22 20:00:48 main:482] : INFO : # Recurrent Layers: 4
[2022-03-22 20:00:48 main:483] : INFO : # Backend Layers: 4
[2022-03-22 20:00:48 main:484] : INFO : # Threads: 1
[2022-03-22 20:00:48 main:486] : INFO : Preparing Dataset
[2022-03-22 20:00:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-22 20:00:48 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-22 20:00:50 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-03-22 20:00:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-22 20:00:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-22 20:00:50 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-03-22 20:00:50 main:494] : INFO : Creating Model
[2022-03-22 20:00:50 main:507] : INFO : Preparing config file
[2022-03-22 20:00:50 main:511] : INFO : Found checkpoint, attempting to load...
[2022-03-22 20:00:50 main:512] : INFO : Loading config
[2022-03-22 20:00:50 main:514] : INFO : Loading state
[2022-03-22 20:00:51 main:559] : INFO : Loading DataLoader into Memory
[2022-03-22 20:00:51 main:562] : INFO : Starting Training
[2022-03-22 20:00:56 main:574] : INFO : Epoch 1792 | loss: 0.0312464 | val_loss: 0.0311819 | Time: 5353.18 ms
[2022-03-22 20:01:01 main:574] : INFO : Epoch 1793 | loss: 0.0311736 | val_loss: 0.0311945 | Time: 5236.43 ms
[2022-03-22 20:01:07 main:574] : INFO : Epoch 1794 | loss: 0.0311654 | val_loss: 0.0311733 | Time: 5310.83 ms
[2022-03-22 20:01:12 main:574] : INFO : Epoch 1795 | loss: 0.0311577 | val_loss: 0.0311628 | Time: 5291.29 ms
[2022-03-22 20:01:17 main:574] : INFO : Epoch 1796 | loss: 0.0311532 | val_loss: 0.0311647 | Time: 5302.69 ms
[2022-03-22 20:01:23 main:574] : INFO : Epoch 1797 | loss: 0.0311544 | val_loss: 0.0311603 | Time: 5315.69 ms
[2022-03-22 20:01:28 main:574] : INFO : Epoch 1798 | loss: 0.031154 | val_loss: 0.0311616 | Time: 5324.16 ms
[2022-03-22 20:01:33 main:574] : INFO : Epoch 1799 | loss: 0.0312019 | val_loss: 0.0312628 | Time: 5323.27 ms
[2022-03-22 20:01:39 main:574] : INFO : Epoch 1800 | loss: 0.0312177 | val_loss: 0.0311886 | Time: 5342.41 ms
[2022-03-22 20:01:44 main:574] : INFO : Epoch 1801 | loss: 0.0311682 | val_loss: 0.0311675 | Time: 5343.23 ms
[2022-03-22 20:01:49 main:574] : INFO : Epoch 1802 | loss: 0.0311599 | val_loss: 0.0311702 | Time: 5337.88 ms
[2022-03-22 20:01:55 main:574] : INFO : Epoch 1803 | loss: 0.0311601 | val_loss: 0.0311647 | Time: 5330.44 ms
[2022-03-22 20:02:00 main:574] : INFO : Epoch 1804 | loss: 0.031156 | val_loss: 0.0311626 | Time: 5330.24 ms
[2022-03-22 20:02:05 main:574] : INFO : Epoch 1805 | loss: 0.0311549 | val_loss: 0.0311628 | Time: 5318.95 ms
[2022-03-22 20:02:11 main:574] : INFO : Epoch 1806 | loss: 0.0311571 | val_loss: 0.0311754 | Time: 5321.68 ms
[2022-03-22 20:02:16 main:574] : INFO : Epoch 1807 | loss: 0.0311707 | val_loss: 0.031165 | Time: 5330.83 ms
[2022-03-22 20:02:21 main:574] : INFO : Epoch 1808 | loss: 0.0311669 | val_loss: 0.031164 | Time: 5301.13 ms
[2022-03-22 20:02:27 main:574] : INFO : Epoch 1809 | loss: 0.0311598 | val_loss: 0.0311625 | Time: 5304.93 ms
[2022-03-22 20:02:32 main:574] : INFO : Epoch 1810 | loss: 0.0311556 | val_loss: 0.0311601 | Time: 5292.75 ms
[2022-03-22 20:02:37 main:574] : INFO : Epoch 1811 | loss: 0.0311553 | val_loss: 0.031161 | Time: 5302.73 ms
[2022-03-22 20:02:43 main:574] : INFO : Epoch 1812 | loss: 0.0311545 | val_loss: 0.031161 | Time: 5371.38 ms
[2022-03-22 20:02:48 main:574] : INFO : Epoch 1813 | loss: 0.0311544 | val_loss: 0.0311581 | Time: 5270.31 ms
[2022-03-22 20:02:53 main:574] : INFO : Epoch 1814 | loss: 0.0311531 | val_loss: 0.0311658 | Time: 5416.72 ms
[2022-03-22 20:02:59 main:574] : INFO : Epoch 1815 | loss: 0.0311525 | val_loss: 0.0311594 | Time: 5366.28 ms
[2022-03-22 20:03:04 main:574] : INFO : Epoch 1816 | loss: 0.0311513 | val_loss: 0.0311673 | Time: 5342.42 ms
[2022-03-22 20:03:09 main:574] : INFO : Epoch 1817 | loss: 0.0311517 | val_loss: 0.031159 | Time: 5358.41 ms
[2022-03-22 20:03:15 main:574] : INFO : Epoch 1818 | loss: 0.0311478 | val_loss: 0.0311563 | Time: 5359.8 ms
[2022-03-22 20:03:20 main:574] : INFO : Epoch 1819 | loss: 0.0311479 | val_loss: 0.0311577 | Time: 5346.65 ms
[2022-03-22 20:03:25 main:574] : INFO : Epoch 1820 | loss: 0.0311498 | val_loss: 0.0311767 | Time: 5349.73 ms
[2022-03-22 20:03:31 main:574] : INFO : Epoch 1821 | loss: 0.0311511 | val_loss: 0.0311629 | Time: 5337.32 ms
[2022-03-22 20:03:36 main:574] : INFO : Epoch 1822 | loss: 0.0311489 | val_loss: 0.0311574 | Time: 5343.29 ms
[2022-03-22 20:03:42 main:574] : INFO : Epoch 1823 | loss: 0.0311471 | val_loss: 0.0311564 | Time: 5313.13 ms
[2022-03-22 20:03:47 main:574] : INFO : Epoch 1824 | loss: 0.0311464 | val_loss: 0.0311615 | Time: 5324.01 ms
[2022-03-22 20:03:52 main:574] : INFO : Epoch 1825 | loss: 0.031145 | val_loss: 0.0311651 | Time: 5302.9 ms
[2022-03-22 20:03:58 main:574] : INFO : Epoch 1826 | loss: 0.0311446 | val_loss: 0.0311612 | Time: 5336.18 ms
[2022-03-22 20:04:03 main:574] : INFO : Epoch 1827 | loss: 0.0311419 | val_loss: 0.0311632 | Time: 5342.05 ms
[2022-03-22 20:04:08 main:574] : INFO : Epoch 1828 | loss: 0.0311422 | val_loss: 0.0311571 | Time: 5312.69 ms
[2022-03-22 20:04:14 main:574] : INFO : Epoch 1829 | loss: 0.0311433 | val_loss: 0.0311597 | Time: 5339.76 ms
[2022-03-22 20:04:19 main:574] : INFO : Epoch 1830 | loss: 0.031141 | val_loss: 0.0311648 | Time: 5345.93 ms
[2022-03-22 20:04:24 main:574] : INFO : Epoch 1831 | loss: 0.0311406 | val_loss: 0.0311598 | Time: 5320.07 ms
[2022-03-22 20:04:30 main:574] : INFO : Epoch 1832 | loss: 0.0311399 | val_loss: 0.0311585 | Time: 5354.03 ms
[2022-03-22 20:04:35 main:574] : INFO : Epoch 1833 | loss: 0.0311444 | val_loss: 0.031157 | Time: 5352.41 ms
[2022-03-22 20:04:40 main:574] : INFO : Epoch 1834 | loss: 0.0311411 | val_loss: 0.031163 | Time: 5340.5 ms
[2022-03-22 20:04:46 main:574] : INFO : Epoch 1835 | loss: 0.031141 | val_loss: 0.031159 | Time: 5310.83 ms
[2022-03-22 20:04:51 main:574] : INFO : Epoch 1836 | loss: 0.0311455 | val_loss: 0.031159 | Time: 5332.26 ms
[2022-03-22 20:04:56 main:574] : INFO : Epoch 1837 | loss: 0.0311457 | val_loss: 0.0311596 | Time: 5299.99 ms
[2022-03-22 20:05:02 main:574] : INFO : Epoch 1838 | loss: 0.0311453 | val_loss: 0.0311572 | Time: 5366.24 ms
[2022-03-22 20:05:07 main:574] : INFO : Epoch 1839 | loss: 0.031143 | val_loss: 0.0311594 | Time: 5327.91 ms
[2022-03-22 20:05:12 main:574] : INFO : Epoch 1840 | loss: 0.0311424 | val_loss: 0.0311573 | Time: 5323.88 ms
[2022-03-22 20:05:18 main:574] : INFO : Epoch 1841 | loss: 0.0311437 | val_loss: 0.0311631 | Time: 5322.6 ms
[2022-03-22 20:05:23 main:574] : INFO : Epoch 1842 | loss: 0.0311445 | val_loss: 0.0311558 | Time: 5328.96 ms
[2022-03-22 20:05:28 main:574] : INFO : Epoch 1843 | loss: 0.0311418 | val_loss: 0.0311582 | Time: 5348.59 ms
[2022-03-22 20:05:34 main:574] : INFO : Epoch 1844 | loss: 0.0311431 | val_loss: 0.0311558 | Time: 5359.12 ms
[2022-03-22 20:05:39 main:574] : INFO : Epoch 1845 | loss: 0.0311417 | val_loss: 0.0311602 | Time: 5345.73 ms
[2022-03-22 20:05:44 main:574] : INFO : Epoch 1846 | loss: 0.0311427 | val_loss: 0.0311581 | Time: 5321.15 ms
[2022-03-22 20:05:50 main:574] : INFO : Epoch 1847 | loss: 0.0311414 | val_loss: 0.0311595 | Time: 5335.23 ms
[2022-03-22 20:05:55 main:574] : INFO : Epoch 1848 | loss: 0.031143 | val_loss: 0.0311554 | Time: 5326.9 ms
[2022-03-22 20:06:00 main:574] : INFO : Epoch 1849 | loss: 0.0311425 | val_loss: 0.0311605 | Time: 5327.1 ms
[2022-03-22 20:06:06 main:574] : INFO : Epoch 1850 | loss: 0.0311408 | val_loss: 0.0311565 | Time: 5338.85 ms
[2022-03-22 20:06:11 main:574] : INFO : Epoch 1851 | loss: 0.0311385 | val_loss: 0.0311509 | Time: 5363.45 ms
[2022-03-22 20:06:16 main:574] : INFO : Epoch 1852 | loss: 0.0311362 | val_loss: 0.0311554 | Time: 5324.59 ms
[2022-03-22 20:06:22 main:574] : INFO : Epoch 1853 | loss: 0.031142 | val_loss: 0.03116 | Time: 5335.53 ms
[2022-03-22 20:06:27 main:574] : INFO : Epoch 1854 | loss: 0.0311405 | val_loss: 0.031154 | Time: 5345.47 ms
[2022-03-22 20:06:33 main:574] : INFO : Epoch 1855 | loss: 0.0311411 | val_loss: 0.0311527 | Time: 5343.38 ms
[2022-03-22 20:06:38 main:574] : INFO : Epoch 1856 | loss: 0.0311393 | val_loss: 0.0311528 | Time: 5353.11 ms
[2022-03-22 20:06:43 main:574] : INFO : Epoch 1857 | loss: 0.0311432 | val_loss: 0.0311517 | Time: 5357.68 ms
[2022-03-22 20:06:49 main:574] : INFO : Epoch 1858 | loss: 0.0311428 | val_loss: 0.0311553 | Time: 5338.85 ms
[2022-03-22 20:06:54 main:574] : INFO : Epoch 1859 | loss: 0.0311417 | val_loss: 0.031152 | Time: 5356.64 ms
[2022-03-22 20:06:59 main:574] : INFO : Epoch 1860 | loss: 0.0311405 | val_loss: 0.0311525 | Time: 5342.66 ms
[2022-03-22 20:07:05 main:574] : INFO : Epoch 1861 | loss: 0.031137 | val_loss: 0.0311496 | Time: 5364.71 ms
[2022-03-22 20:07:10 main:574] : INFO : Epoch 1862 | loss: 0.0311371 | val_loss: 0.0311513 | Time: 5368.26 ms
[2022-03-22 20:07:15 main:574] : INFO : Epoch 1863 | loss: 0.0311359 | val_loss: 0.0311531 | Time: 5349.66 ms
[2022-03-22 20:07:21 main:574] : INFO : Epoch 1864 | loss: 0.0311361 | val_loss: 0.0311547 | Time: 5340.88 ms
[2022-03-22 20:07:26 main:574] : INFO : Epoch 1865 | loss: 0.0311406 | val_loss: 0.0311557 | Time: 5338.18 ms
[2022-03-22 20:07:31 main:574] : INFO : Epoch 1866 | loss: 0.0311418 | val_loss: 0.0311543 | Time: 5346.05 ms
[2022-03-22 20:07:37 main:574] : INFO : Epoch 1867 | loss: 0.0311367 | val_loss: 0.0311529 | Time: 5333.36 ms
[2022-03-22 20:07:42 main:574] : INFO : Epoch 1868 | loss: 0.0311352 | val_loss: 0.031155 | Time: 5331.16 ms
[2022-03-22 20:07:47 main:574] : INFO : Epoch 1869 | loss: 0.0311365 | val_loss: 0.0311574 | Time: 5353.1 ms
[2022-03-22 20:07:53 main:574] : INFO : Epoch 1870 | loss: 0.0311344 | val_loss: 0.0311569 | Time: 5357.89 ms
[2022-03-22 20:07:58 main:574] : INFO : Epoch 1871 | loss: 0.0311329 | val_loss: 0.0311526 | Time: 5324.77 ms
[2022-03-22 20:08:04 main:574] : INFO : Epoch 1872 | loss: 0.031133 | val_loss: 0.0311589 | Time: 5353.1 ms
[2022-03-22 20:08:09 main:574] : INFO : Epoch 1873 | loss: 0.0311338 | val_loss: 0.0311554 | Time: 5363.69 ms
[2022-03-22 20:08:14 main:574] : INFO : Epoch 1874 | loss: 0.0311344 | val_loss: 0.0311573 | Time: 5332.66 ms
[2022-03-22 20:08:20 main:574] : INFO : Epoch 1875 | loss: 0.0311405 | val_loss: 0.0311641 | Time: 5350.08 ms
[2022-03-22 20:12:57 main:574] : INFO : Epoch 1876 | loss: 0.0311391 | val_loss: 0.0311669 | Time: 277744 ms
[2022-03-22 20:13:03 main:574] : INFO : Epoch 1877 | loss: 0.0311382 | val_loss: 0.031156 | Time: 5232.77 ms
[2022-03-22 20:13:08 main:574] : INFO : Epoch 1878 | loss: 0.0311344 | val_loss: 0.0311533 | Time: 5285.49 ms
[2022-03-22 20:13:13 main:574] : INFO : Epoch 1879 | loss: 0.0311339 | val_loss: 0.031154 | Time: 5358.25 ms
[2022-03-22 20:13:19 main:574] : INFO : Epoch 1880 | loss: 0.0311332 | val_loss: 0.0311572 | Time: 5343.92 ms
[2022-03-22 20:13:24 main:574] : INFO : Epoch 1881 | loss: 0.0311331 | val_loss: 0.0311586 | Time: 5348.45 ms
[2022-03-22 20:13:29 main:574] : INFO : Epoch 1882 | loss: 0.0311319 | val_loss: 0.0311559 | Time: 5321.08 ms
[2022-03-22 20:13:35 main:574] : INFO : Epoch 1883 | loss: 0.0311356 | val_loss: 0.031163 | Time: 5337.68 ms
[2022-03-22 20:13:40 main:574] : INFO : Epoch 1884 | loss: 0.0311463 | val_loss: 0.0311616 | Time: 5313.55 ms
[2022-03-22 20:13:45 main:574] : INFO : Epoch 1885 | loss: 0.0311385 | val_loss: 0.031156 | Time: 5339.45 ms
[2022-03-22 20:13:51 main:574] : INFO : Epoch 1886 | loss: 0.0311425 | val_loss: 0.0311583 | Time: 5329.13 ms
[2022-03-22 20:13:56 main:574] : INFO : Epoch 1887 | loss: 0.0311417 | val_loss: 0.0311534 | Time: 5361.56 ms
[2022-03-22 20:14:01 main:574] : INFO : Epoch 1888 | loss: 0.0311413 | val_loss: 0.0311584 | Time: 5345.3 ms
[2022-03-22 20:14:07 main:574] : INFO : Epoch 1889 | loss: 0.0311367 | val_loss: 0.0311558 | Time: 5324.35 ms
[2022-03-22 20:14:12 main:574] : INFO : Epoch 1890 | loss: 0.0311362 | val_loss: 0.031171 | Time: 5344.03 ms
[2022-03-22 20:14:17 main:574] : INFO : Epoch 1891 | loss: 0.0311382 | val_loss: 0.0311542 | Time: 5312.3 ms
[2022-03-22 20:14:23 main:574] : INFO : Epoch 1892 | loss: 0.0311365 | val_loss: 0.0311563 | Time: 5366.52 ms
[2022-03-22 20:14:28 main:574] : INFO : Epoch 1893 | loss: 0.0311385 | val_loss: 0.0311614 | Time: 5321.47 ms
[2022-03-22 20:14:33 main:574] : INFO : Epoch 1894 | loss: 0.0311394 | val_loss: 0.0311519 | Time: 5309.57 ms
[2022-03-22 20:14:39 main:574] : INFO : Epoch 1895 | loss: 0.031138 | val_loss: 0.0311537 | Time: 5333.91 ms
[2022-03-22 20:14:44 main:574] : INFO : Epoch 1896 | loss: 0.0311359 | val_loss: 0.0311561 | Time: 5309.91 ms
[2022-03-22 20:14:49 main:574] : INFO : Epoch 1897 | loss: 0.0311348 | val_loss: 0.0311587 | Time: 5289.36 ms
[2022-03-22 20:14:55 main:574] : INFO : Epoch 1898 | loss: 0.0311326 | val_loss: 0.0311525 | Time: 5323.81 ms
[2022-03-22 20:15:00 main:574] : INFO : Epoch 1899 | loss: 0.031134 | val_loss: 0.031152 | Time: 5312.02 ms
[2022-03-22 20:15:05 main:574] : INFO : Epoch 1900 | loss: 0.0311323 | val_loss: 0.0311526 | Time: 5313.32 ms
[2022-03-22 20:15:11 main:574] : INFO : Epoch 1901 | loss: 0.0311308 | val_loss: 0.0311544 | Time: 5351.19 ms
[2022-03-22 20:15:16 main:574] : INFO : Epoch 1902 | loss: 0.0311295 | val_loss: 0.0311532 | Time: 5314.12 ms
[2022-03-22 20:15:21 main:574] : INFO : Epoch 1903 | loss: 0.0311296 | val_loss: 0.0311509 | Time: 5304.69 ms
[2022-03-22 20:15:27 main:574] : INFO : Epoch 1904 | loss: 0.0311327 | val_loss: 0.0311616 | Time: 5316.04 ms
[2022-03-22 20:15:32 main:574] : INFO : Epoch 1905 | loss: 0.0311325 | val_loss: 0.0311506 | Time: 5300.25 ms
[2022-03-22 20:15:37 main:574] : INFO : Epoch 1906 | loss: 0.0311286 | val_loss: 0.0311531 | Time: 5331.72 ms
[2022-03-22 20:15:43 main:574] : INFO : Epoch 1907 | loss: 0.0311285 | val_loss: 0.0311548 | Time: 5300.83 ms
[2022-03-22 20:15:48 main:574] : INFO : Epoch 1908 | loss: 0.0311291 | val_loss: 0.0311521 | Time: 5312.79 ms
[2022-03-22 20:15:53 main:574] : INFO : Epoch 1909 | loss: 0.0311286 | val_loss: 0.0311632 | Time: 5321.26 ms
[2022-03-22 20:15:59 main:574] : INFO : Epoch 1910 | loss: 0.0311285 | val_loss: 0.0311539 | Time: 5319.35 ms
[2022-03-22 20:16:04 main:574] : INFO : Epoch 1911 | loss: 0.0311267 | val_loss: 0.0311519 | Time: 5317.23 ms
[2022-03-22 20:16:09 main:574] : INFO : Epoch 1912 | loss: 0.0311271 | val_loss: 0.031157 | Time: 5292.9 ms
[2022-03-22 20:16:15 main:574] : INFO : Epoch 1913 | loss: 0.0311274 | val_loss: 0.0311612 | Time: 5293.63 ms
[2022-03-22 20:16:20 main:574] : INFO : Epoch 1914 | loss: 0.0311295 | val_loss: 0.0311619 | Time: 5314.82 ms
[2022-03-22 20:16:25 main:574] : INFO : Epoch 1915 | loss: 0.0311294 | val_loss: 0.0311529 | Time: 5303.2 ms
[2022-03-22 20:16:31 main:574] : INFO : Epoch 1916 | loss: 0.0311278 | val_loss: 0.0311664 | Time: 5321.86 ms
[2022-03-22 20:16:36 main:574] : INFO : Epoch 1917 | loss: 0.0311285 | val_loss: 0.0311544 | Time: 5287.92 ms
[2022-03-22 20:16:41 main:574] : INFO : Epoch 1918 | loss: 0.031125 | val_loss: 0.0311547 | Time: 5297.06 ms
[2022-03-22 20:16:46 main:574] : INFO : Epoch 1919 | loss: 0.0311247 | val_loss: 0.0311554 | Time: 5306.9 ms
[2022-03-22 20:16:52 main:574] : INFO : Epoch 1920 | loss: 0.0311252 | val_loss: 0.0311596 | Time: 5289.65 ms
[2022-03-22 20:16:57 main:574] : INFO : Epoch 1921 | loss: 0.0311255 | val_loss: 0.0311526 | Time: 5320.4 ms
[2022-03-22 20:17:02 main:574] : INFO : Epoch 1922 | loss: 0.0311292 | val_loss: 0.0311496 | Time: 5344.34 ms
[2022-03-22 20:17:08 main:574] : INFO : Epoch 1923 | loss: 0.0311314 | val_loss: 0.0311555 | Time: 5307.13 ms
[2022-03-22 20:17:13 main:574] : INFO : Epoch 1924 | loss: 0.031133 | val_loss: 0.0311537 | Time: 5292.92 ms
[2022-03-22 20:17:18 main:574] : INFO : Epoch 1925 | loss: 0.0311328 | val_loss: 0.0311577 | Time: 5295.67 ms
[2022-03-22 20:17:24 main:574] : INFO : Epoch 1926 | loss: 0.0311297 | val_loss: 0.0311521 | Time: 5307.43 ms
[2022-03-22 20:17:29 main:574] : INFO : Epoch 1927 | loss: 0.0311291 | val_loss: 0.0311528 | Time: 5264.12 ms
[2022-03-22 20:17:34 main:574] : INFO : Epoch 1928 | loss: 0.0311282 | val_loss: 0.0311556 | Time: 5273.39 ms
[2022-03-22 20:17:39 main:574] : INFO : Epoch 1929 | loss: 0.0311295 | val_loss: 0.0311532 | Time: 5283.37 ms
[2022-03-22 20:17:45 main:574] : INFO : Epoch 1930 | loss: 0.0311283 | val_loss: 0.0311542 | Time: 5313.15 ms
[2022-03-22 20:17:50 main:574] : INFO : Epoch 1931 | loss: 0.0311316 | val_loss: 0.0311552 | Time: 5322.77 ms
[2022-03-22 20:17:55 main:574] : INFO : Epoch 1932 | loss: 0.0311426 | val_loss: 0.031169 | Time: 5316.89 ms
[2022-03-22 20:18:01 main:574] : INFO : Epoch 1933 | loss: 0.0311528 | val_loss: 0.0311613 | Time: 5326.52 ms
[2022-03-22 20:18:06 main:574] : INFO : Epoch 1934 | loss: 0.031146 | val_loss: 0.0311611 | Time: 5297.18 ms
[2022-03-22 20:18:11 main:574] : INFO : Epoch 1935 | loss: 0.0311428 | val_loss: 0.0311543 | Time: 5309.12 ms
[2022-03-22 20:18:17 main:574] : INFO : Epoch 1936 | loss: 0.0311405 | val_loss: 0.0311547 | Time: 5286.93 ms
[2022-03-22 20:18:22 main:574] : INFO : Epoch 1937 | loss: 0.0311385 | val_loss: 0.031154 | Time: 5314.08 ms
[2022-03-22 20:18:27 main:574] : INFO : Epoch 1938 | loss: 0.0311362 | val_loss: 0.0311506 | Time: 5288.79 ms
[2022-03-22 20:18:33 main:574] : INFO : Epoch 1939 | loss: 0.0311356 | val_loss: 0.0311579 | Time: 5282.09 ms
[2022-03-22 20:18:38 main:574] : INFO : Epoch 1940 | loss: 0.031135 | val_loss: 0.0311567 | Time: 5317.14 ms
[2022-03-22 20:18:43 main:574] : INFO : Epoch 1941 | loss: 0.031135 | val_loss: 0.0311517 | Time: 5302.36 ms
[2022-03-22 20:18:49 main:574] : INFO : Epoch 1942 | loss: 0.0311342 | val_loss: 0.031158 | Time: 5307.98 ms
[2022-03-22 20:18:54 main:574] : INFO : Epoch 1943 | loss: 0.0311348 | val_loss: 0.0311551 | Time: 5313.37 ms
[2022-03-22 20:18:59 main:574] : INFO : Epoch 1944 | loss: 0.0311315 | val_loss: 0.0311502 | Time: 5303.06 ms
[2022-03-22 20:19:05 main:574] : INFO : Epoch 1945 | loss: 0.0311314 | val_loss: 0.0311517 | Time: 5322.96 ms
[2022-03-22 20:19:10 main:574] : INFO : Epoch 1946 | loss: 0.0311315 | val_loss: 0.0311491 | Time: 5326.67 ms
[2022-03-22 20:19:15 main:574] : INFO : Epoch 1947 | loss: 0.0311335 | val_loss: 0.0311547 | Time: 5267.2 ms
[2022-03-22 20:19:20 main:574] : INFO : Epoch 1948 | loss: 0.0311388 | val_loss: 0.0311582 | Time: 5342.12 ms
[2022-03-22 20:19:26 main:574] : INFO : Epoch 1949 | loss: 0.0311353 | val_loss: 0.0311554 | Time: 5307.6 ms
[2022-03-22 20:19:31 main:574] : INFO : Epoch 1950 | loss: 0.0311319 | val_loss: 0.0311508 | Time: 5282.02 ms
[2022-03-22 20:19:36 main:574] : INFO : Epoch 1951 | loss: 0.0311292 | val_loss: 0.0311501 | Time: 5267.81 ms
[2022-03-22 20:19:42 main:574] : INFO : Epoch 1952 | loss: 0.031128 | val_loss: 0.0311496 | Time: 5309.29 ms
[2022-03-22 20:19:47 main:574] : INFO : Epoch 1953 | loss: 0.0311288 | val_loss: 0.0311519 | Time: 5328.32 ms
[2022-03-22 20:19:52 main:574] : INFO : Epoch 1954 | loss: 0.0311266 | val_loss: 0.0311529 | Time: 5300.59 ms
[2022-03-22 20:19:58 main:574] : INFO : Epoch 1955 | loss: 0.0311277 | val_loss: 0.0311528 | Time: 5334.21 ms
[2022-03-22 20:20:03 main:574] : INFO : Epoch 1956 | loss: 0.0311304 | val_loss: 0.0311504 | Time: 5319.95 ms
[2022-03-22 20:20:08 main:574] : INFO : Epoch 1957 | loss: 0.0311316 | val_loss: 0.0311578 | Time: 5321.02 ms
[2022-03-22 20:20:14 main:574] : INFO : Epoch 1958 | loss: 0.031137 | val_loss: 0.0311568 | Time: 5309.71 ms
[2022-03-22 20:20:19 main:574] : INFO : Epoch 1959 | loss: 0.0311316 | val_loss: 0.0311498 | Time: 5335.54 ms
[2022-03-22 20:20:24 main:574] : INFO : Epoch 1960 | loss: 0.0311293 | val_loss: 0.0311495 | Time: 5316.28 ms
[2022-03-22 20:20:30 main:574] : INFO : Epoch 1961 | loss: 0.0311281 | val_loss: 0.0311504 | Time: 5344.68 ms
[2022-03-22 20:20:35 main:574] : INFO : Epoch 1962 | loss: 0.0311299 | val_loss: 0.0311582 | Time: 5316.75 ms
[2022-03-22 20:20:40 main:574] : INFO : Epoch 1963 | loss: 0.031131 | val_loss: 0.0311558 | Time: 5303.09 ms
[2022-03-22 20:20:46 main:574] : INFO : Epoch 1964 | loss: 0.0311274 | val_loss: 0.0311516 | Time: 5325.83 ms
[2022-03-22 20:20:51 main:574] : INFO : Epoch 1965 | loss: 0.0311276 | val_loss: 0.031157 | Time: 5351.01 ms
[2022-03-22 20:20:56 main:574] : INFO : Epoch 1966 | loss: 0.0311294 | val_loss: 0.0311563 | Time: 5327.38 ms
[2022-03-22 20:21:02 main:574] : INFO : Epoch 1967 | loss: 0.0311257 | val_loss: 0.0311519 | Time: 5324.04 ms
[2022-03-22 20:21:07 main:574] : INFO : Epoch 1968 | loss: 0.0311253 | val_loss: 0.0311565 | Time: 5331.13 ms
[2022-03-22 20:21:12 main:574] : INFO : Epoch 1969 | loss: 0.0311247 | val_loss: 0.0311515 | Time: 5322.67 ms
[2022-03-22 20:21:18 main:574] : INFO : Epoch 1970 | loss: 0.0311263 | val_loss: 0.0311576 | Time: 5322.29 ms
[2022-03-22 20:21:23 main:574] : INFO : Epoch 1971 | loss: 0.0311272 | val_loss: 0.031155 | Time: 5296.48 ms
[2022-03-22 20:21:28 main:574] : INFO : Epoch 1972 | loss: 0.0311282 | val_loss: 0.0311621 | Time: 5312.56 ms
[2022-03-22 20:21:34 main:574] : INFO : Epoch 1973 | loss: 0.0311398 | val_loss: 0.0311687 | Time: 5332.51 ms
[2022-03-22 20:21:39 main:574] : INFO : Epoch 1974 | loss: 0.0311396 | val_loss: 0.0311621 | Time: 5277.05 ms
[2022-03-22 20:21:44 main:574] : INFO : Epoch 1975 | loss: 0.031135 | val_loss: 0.0311576 | Time: 5326.08 ms
[2022-03-22 20:21:50 main:574] : INFO : Epoch 1976 | loss: 0.0311312 | val_loss: 0.031157 | Time: 5305.48 ms
[2022-03-22 20:21:55 main:574] : INFO : Epoch 1977 | loss: 0.0311321 | val_loss: 0.0311668 | Time: 5307.9 ms
[2022-03-22 20:22:00 main:574] : INFO : Epoch 1978 | loss: 0.0311318 | val_loss: 0.0311565 | Time: 5344.56 ms
[2022-03-22 20:22:06 main:574] : INFO : Epoch 1979 | loss: 0.0311292 | val_loss: 0.0311523 | Time: 5312.27 ms
[2022-03-22 20:22:11 main:574] : INFO : Epoch 1980 | loss: 0.0311276 | val_loss: 0.0311596 | Time: 5344.73 ms
[2022-03-22 20:22:16 main:574] : INFO : Epoch 1981 | loss: 0.0311303 | val_loss: 0.0311485 | Time: 5327.52 ms
[2022-03-22 20:22:22 main:574] : INFO : Epoch 1982 | loss: 0.0311295 | val_loss: 0.0311552 | Time: 5299.55 ms
[2022-03-22 20:22:27 main:574] : INFO : Epoch 1983 | loss: 0.0311367 | val_loss: 0.0311569 | Time: 5323.19 ms
[2022-03-22 20:22:32 main:574] : INFO : Epoch 1984 | loss: 0.0311344 | val_loss: 0.031158 | Time: 5347.98 ms
[2022-03-22 20:22:38 main:574] : INFO : Epoch 1985 | loss: 0.0311317 | val_loss: 0.0311579 | Time: 5324.58 ms
[2022-03-22 20:22:43 main:574] : INFO : Epoch 1986 | loss: 0.0311293 | val_loss: 0.0311582 | Time: 5300.66 ms
[2022-03-22 20:22:48 main:574] : INFO : Epoch 1987 | loss: 0.0311312 | val_loss: 0.0311523 | Time: 5356.46 ms
[2022-03-22 20:22:54 main:574] : INFO : Epoch 1988 | loss: 0.0311285 | val_loss: 0.0311559 | Time: 5294.33 ms
[2022-03-22 20:22:59 main:574] : INFO : Epoch 1989 | loss: 0.0311302 | val_loss: 0.0311596 | Time: 5303.32 ms
[2022-03-22 20:23:04 main:574] : INFO : Epoch 1990 | loss: 0.0311297 | val_loss: 0.0311539 | Time: 5319.27 ms
[2022-03-22 20:23:10 main:574] : INFO : Epoch 1991 | loss: 0.0311276 | val_loss: 0.031156 | Time: 5277.56 ms
[2022-03-22 20:23:15 main:574] : INFO : Epoch 1992 | loss: 0.0311271 | val_loss: 0.0311602 | Time: 5293.23 ms
[2022-03-22 20:23:20 main:574] : INFO : Epoch 1993 | loss: 0.031127 | val_loss: 0.0311568 | Time: 5310.37 ms
[2022-03-22 20:23:25 main:574] : INFO : Epoch 1994 | loss: 0.0311289 | val_loss: 0.0311606 | Time: 5314.48 ms
[2022-03-22 20:23:31 main:574] : INFO : Epoch 1995 | loss: 0.0311273 | val_loss: 0.0311576 | Time: 5326.29 ms
[2022-03-22 20:23:36 main:574] : INFO : Epoch 1996 | loss: 0.0311271 | val_loss: 0.0311532 | Time: 5337.35 ms
[2022-03-22 20:23:41 main:574] : INFO : Epoch 1997 | loss: 0.0311273 | val_loss: 0.031159 | Time: 5309.46 ms
[2022-03-22 20:23:47 main:574] : INFO : Epoch 1998 | loss: 0.0311265 | val_loss: 0.031161 | Time: 5316.86 ms
[2022-03-22 20:23:52 main:574] : INFO : Epoch 1999 | loss: 0.0311268 | val_loss: 0.0311564 | Time: 5312.5 ms
[2022-03-22 20:23:57 main:574] : INFO : Epoch 2000 | loss: 0.0311251 | val_loss: 0.0311523 | Time: 5310.24 ms
[2022-03-22 20:24:03 main:574] : INFO : Epoch 2001 | loss: 0.0311325 | val_loss: 0.0311598 | Time: 5347.07 ms
[2022-03-22 20:24:08 main:574] : INFO : Epoch 2002 | loss: 0.0311298 | val_loss: 0.0311521 | Time: 5309.32 ms
[2022-03-22 20:24:13 main:574] : INFO : Epoch 2003 | loss: 0.0311285 | val_loss: 0.0311624 | Time: 5307.07 ms
[2022-03-22 20:24:19 main:574] : INFO : Epoch 2004 | loss: 0.0311328 | val_loss: 0.0311602 | Time: 5312.5 ms
[2022-03-22 20:24:24 main:574] : INFO : Epoch 2005 | loss: 0.0311283 | val_loss: 0.0311575 | Time: 5301.36 ms
[2022-03-22 20:24:29 main:574] : INFO : Epoch 2006 | loss: 0.0311258 | val_loss: 0.0311529 | Time: 5323.81 ms
[2022-03-22 20:24:35 main:574] : INFO : Epoch 2007 | loss: 0.0311251 | val_loss: 0.0311541 | Time: 5342.56 ms
[2022-03-22 20:24:40 main:574] : INFO : Epoch 2008 | loss: 0.0311272 | val_loss: 0.0311679 | Time: 5314.77 ms
[2022-03-22 20:24:45 main:574] : INFO : Epoch 2009 | loss: 0.0311257 | val_loss: 0.0311552 | Time: 5317.5 ms
[2022-03-22 20:24:51 main:574] : INFO : Epoch 2010 | loss: 0.0311224 | val_loss: 0.0311577 | Time: 5326.06 ms
[2022-03-22 20:24:56 main:574] : INFO : Epoch 2011 | loss: 0.0311217 | val_loss: 0.0311549 | Time: 5316.05 ms
[2022-03-22 20:25:01 main:574] : INFO : Epoch 2012 | loss: 0.0311212 | val_loss: 0.0311555 | Time: 5327.62 ms
[2022-03-22 20:25:07 main:574] : INFO : Epoch 2013 | loss: 0.0311239 | val_loss: 0.0311611 | Time: 5336.56 ms
[2022-03-22 20:25:12 main:574] : INFO : Epoch 2014 | loss: 0.0311232 | val_loss: 0.0311584 | Time: 5293.44 ms
[2022-03-22 20:25:17 main:574] : INFO : Epoch 2015 | loss: 0.0311227 | val_loss: 0.0311605 | Time: 5341.05 ms
[2022-03-22 20:25:23 main:574] : INFO : Epoch 2016 | loss: 0.0311232 | val_loss: 0.0311585 | Time: 5305.66 ms
[2022-03-22 20:25:28 main:574] : INFO : Epoch 2017 | loss: 0.0311221 | val_loss: 0.031158 | Time: 5309.43 ms
[2022-03-22 20:25:33 main:574] : INFO : Epoch 2018 | loss: 0.031125 | val_loss: 0.0311627 | Time: 5284.77 ms
[2022-03-22 20:25:39 main:574] : INFO : Epoch 2019 | loss: 0.0311248 | val_loss: 0.03116 | Time: 5297.43 ms
[2022-03-22 20:25:44 main:574] : INFO : Epoch 2020 | loss: 0.0311226 | val_loss: 0.0311549 | Time: 5310.07 ms
[2022-03-22 20:25:49 main:574] : INFO : Epoch 2021 | loss: 0.0311217 | val_loss: 0.0311551 | Time: 5310 ms
[2022-03-22 20:25:55 main:574] : INFO : Epoch 2022 | loss: 0.0311239 | val_loss: 0.0311564 | Time: 5284.93 ms
[2022-03-22 20:26:00 main:574] : INFO : Epoch 2023 | loss: 0.0311225 | val_loss: 0.0311576 | Time: 5312.62 ms
[2022-03-22 20:26:05 main:574] : INFO : Epoch 2024 | loss: 0.0311213 | val_loss: 0.0311524 | Time: 5307.75 ms
[2022-03-22 20:26:11 main:574] : INFO : Epoch 2025 | loss: 0.0311209 | val_loss: 0.0311526 | Time: 5335.45 ms
[2022-03-22 20:26:16 main:574] : INFO : Epoch 2026 | loss: 0.0311212 | val_loss: 0.0311581 | Time: 5328.45 ms
[2022-03-22 20:26:21 main:574] : INFO : Epoch 2027 | loss: 0.03112 | val_loss: 0.0311555 | Time: 5308.38 ms
[2022-03-22 20:26:26 main:574] : INFO : Epoch 2028 | loss: 0.03112 | val_loss: 0.0311568 | Time: 5322.59 ms
[2022-03-22 20:26:32 main:574] : INFO : Epoch 2029 | loss: 0.0311214 | val_loss: 0.0311636 | Time: 5343.44 ms
[2022-03-22 20:26:37 main:574] : INFO : Epoch 2030 | loss: 0.0311215 | val_loss: 0.0311537 | Time: 5296.23 ms
[2022-03-22 20:26:42 main:574] : INFO : Epoch 2031 | loss: 0.0311196 | val_loss: 0.031155 | Time: 5303.77 ms
[2022-03-22 20:26:48 main:574] : INFO : Epoch 2032 | loss: 0.0311188 | val_loss: 0.0311543 | Time: 5312.11 ms
[2022-03-22 20:26:53 main:574] : INFO : Epoch 2033 | loss: 0.0311183 | val_loss: 0.0311569 | Time: 5303.56 ms
[2022-03-22 20:26:58 main:574] : INFO : Epoch 2034 | loss: 0.031121 | val_loss: 0.031158 | Time: 5327.07 ms
[2022-03-22 20:27:04 main:574] : INFO : Epoch 2035 | loss: 0.0311206 | val_loss: 0.0311568 | Time: 5301.97 ms
[2022-03-22 20:27:09 main:574] : INFO : Epoch 2036 | loss: 0.0311215 | val_loss: 0.0311566 | Time: 5352.67 ms
[2022-03-22 20:27:14 main:574] : INFO : Epoch 2037 | loss: 0.0311251 | val_loss: 0.0311636 | Time: 5328.94 ms
[2022-03-22 20:27:20 main:574] : INFO : Epoch 2038 | loss: 0.0311267 | val_loss: 0.0311575 | Time: 5317.65 ms
[2022-03-22 20:27:25 main:574] : INFO : Epoch 2039 | loss: 0.0311281 | val_loss: 0.0311605 | Time: 5297.03 ms
[2022-03-22 20:27:30 main:574] : INFO : Epoch 2040 | loss: 0.0311266 | val_loss: 0.0311538 | Time: 5320.66 ms
[2022-03-22 20:27:36 main:574] : INFO : Epoch 2041 | loss: 0.0311247 | val_loss: 0.0311573 | Time: 5327.72 ms
[2022-03-22 20:27:41 main:574] : INFO : Epoch 2042 | loss: 0.0311263 | val_loss: 0.0311511 | Time: 5352.89 ms
[2022-03-22 20:27:46 main:574] : INFO : Epoch 2043 | loss: 0.0311237 | val_loss: 0.0311561 | Time: 5321.33 ms
[2022-03-22 20:27:52 main:574] : INFO : Epoch 2044 | loss: 0.0311238 | val_loss: 0.031156 | Time: 5310.16 ms
[2022-03-22 20:27:57 main:574] : INFO : Epoch 2045 | loss: 0.0311249 | val_loss: 0.0311544 | Time: 5330.64 ms
[2022-03-22 20:28:02 main:574] : INFO : Epoch 2046 | loss: 0.0311233 | val_loss: 0.0311554 | Time: 5360.07 ms
[2022-03-22 20:28:08 main:574] : INFO : Epoch 2047 | loss: 0.0311213 | val_loss: 0.0311527 | Time: 5320.76 ms
[2022-03-22 20:28:13 main:574] : INFO : Epoch 2048 | loss: 0.0311215 | val_loss: 0.0311576 | Time: 5323.83 ms
[2022-03-22 20:28:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311576
[2022-03-22 20:28:13 main:603] : INFO : Saving end state to config to file
[2022-03-22 20:28:13 main:608] : INFO : Success, exiting..
20:28:13 (3380): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)