Task 12953906
| Name | ParityModified-1647040966-12050-0_0 |
| Workunit | 10086235 |
| Created | 11 Mar 2022, 23:22:48 UTC |
| Sent | 12 Mar 2022, 9:40:13 UTC |
| Report deadline | 20 Mar 2022, 9:40:13 UTC |
| Received | 12 Mar 2022, 18:13:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19941 |
| Run time | 1 hours 26 min 40 sec |
| CPU time | 1 hours 23 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,308.78 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2022-03-12 13:24:12 main:574] : INFO : Epoch 1602 | loss: 0.0311662 | val_loss: 0.0311726 | Time: 2456.63 ms [2022-03-12 13:24:15 main:574] : INFO : Epoch 1603 | loss: 0.0311666 | val_loss: 0.0311754 | Time: 2562.2 ms [2022-03-12 13:24:18 main:574] : INFO : Epoch 1604 | loss: 0.0311668 | val_loss: 0.0311718 | Time: 2452.96 ms [2022-03-12 13:24:20 main:574] : INFO : Epoch 1605 | loss: 0.0311649 | val_loss: 0.0311702 | Time: 2345.29 ms [2022-03-12 13:24:23 main:574] : INFO : Epoch 1606 | loss: 0.0311653 | val_loss: 0.0311744 | Time: 2503.32 ms [2022-03-12 13:24:25 main:574] : INFO : Epoch 1607 | loss: 0.0311628 | val_loss: 0.0311703 | Time: 2454.19 ms [2022-03-12 13:24:28 main:574] : INFO : Epoch 1608 | loss: 0.0311636 | val_loss: 0.0311733 | Time: 2563.76 ms [2022-03-12 13:24:30 main:574] : INFO : Epoch 1609 | loss: 0.0311639 | val_loss: 0.0311694 | Time: 2351.66 ms [2022-03-12 13:24:33 main:574] : INFO : Epoch 1610 | loss: 0.0311681 | val_loss: 0.0311749 | Time: 2522.7 ms [2022-03-12 13:24:35 main:574] : INFO : Epoch 1611 | loss: 0.0311666 | val_loss: 0.0311805 | Time: 2349.76 ms [2022-03-12 13:24:38 main:574] : INFO : Epoch 1612 | loss: 0.0311654 | val_loss: 0.0311771 | Time: 2354.38 ms [2022-03-12 13:24:40 main:574] : INFO : Epoch 1613 | loss: 0.0311668 | val_loss: 0.0311715 | Time: 2352.94 ms [2022-03-12 13:24:43 main:574] : INFO : Epoch 1614 | loss: 0.0311611 | val_loss: 0.0311713 | Time: 2566.44 ms [2022-03-12 13:24:45 main:574] : INFO : Epoch 1615 | loss: 0.0311588 | val_loss: 0.0311651 | Time: 2443.25 ms [2022-03-12 13:24:48 main:574] : INFO : Epoch 1616 | loss: 0.0311575 | val_loss: 0.0311653 | Time: 2578.49 ms [2022-03-12 13:24:50 main:574] : INFO : Epoch 1617 | loss: 0.0311568 | val_loss: 0.0311649 | Time: 2462.04 ms [2022-03-12 13:24:53 main:574] : INFO : Epoch 1618 | loss: 0.0311557 | val_loss: 0.0311648 | Time: 2541.9 ms [2022-03-12 13:24:55 main:574] : INFO : Epoch 1619 | loss: 0.0311552 | val_loss: 0.0311631 | Time: 2467.11 ms [2022-03-12 13:24:58 main:574] : INFO : Epoch 1620 | loss: 0.0311546 | val_loss: 0.0311643 | Time: 2349.59 ms [2022-03-12 13:25:00 main:574] : INFO : Epoch 1621 | loss: 0.031158 | val_loss: 0.0311641 | Time: 2482.13 ms [2022-03-12 13:25:03 main:574] : INFO : Epoch 1622 | loss: 0.0311574 | val_loss: 0.0311626 | Time: 2332.6 ms [2022-03-12 13:25:05 main:574] : INFO : Epoch 1623 | loss: 0.0311575 | val_loss: 0.031164 | Time: 2349.2 ms [2022-03-12 13:25:08 main:574] : INFO : Epoch 1624 | loss: 0.0311521 | val_loss: 0.0311631 | Time: 2347.4 ms [2022-03-12 13:25:10 main:574] : INFO : Epoch 1625 | loss: 0.0311532 | val_loss: 0.0311636 | Time: 2458.03 ms [2022-03-12 13:25:13 main:574] : INFO : Epoch 1626 | loss: 0.0311535 | val_loss: 0.0311628 | Time: 2567.02 ms [2022-03-12 13:25:15 main:574] : INFO : Epoch 1627 | loss: 0.0311546 | val_loss: 0.0311616 | Time: 2347.39 ms [2022-03-12 13:25:18 main:574] : INFO : Epoch 1628 | loss: 0.0311519 | val_loss: 0.0311666 | Time: 2541.73 ms [2022-03-12 13:25:20 main:574] : INFO : Epoch 1629 | loss: 0.031155 | val_loss: 0.0311661 | Time: 2356.02 ms [2022-03-12 13:25:23 main:574] : INFO : Epoch 1630 | loss: 0.0311506 | val_loss: 0.0311625 | Time: 2482.27 ms [2022-03-12 13:25:25 main:574] : INFO : Epoch 1631 | loss: 0.0311506 | val_loss: 0.031161 | Time: 2349.94 ms [2022-03-12 13:25:28 main:574] : INFO : Epoch 1632 | loss: 0.0311515 | val_loss: 0.0311687 | Time: 2514.98 ms [2022-03-12 13:25:30 main:574] : INFO : Epoch 1633 | loss: 0.0311514 | val_loss: 0.0311616 | Time: 2345.8 ms [2022-03-12 13:25:33 main:574] : INFO : Epoch 1634 | loss: 0.0311473 | val_loss: 0.0311608 | Time: 2512.53 ms [2022-03-12 13:25:35 main:574] : INFO : Epoch 1635 | loss: 0.0311468 | val_loss: 0.031168 | Time: 2339.5 ms [2022-03-12 13:25:38 main:574] : INFO : Epoch 1636 | loss: 0.0311504 | val_loss: 0.0311639 | Time: 2551.37 ms [2022-03-12 13:25:40 main:574] : INFO : Epoch 1637 | loss: 0.0311484 | val_loss: 0.0311653 | Time: 2455.27 ms [2022-03-12 13:25:43 main:574] : INFO : Epoch 1638 | loss: 0.0311497 | val_loss: 0.0311608 | Time: 2566.53 ms [2022-03-12 13:25:46 main:574] : INFO : Epoch 1639 | loss: 0.0311485 | val_loss: 0.0311626 | Time: 2458.53 ms [2022-03-12 13:25:48 main:574] : INFO : Epoch 1640 | loss: 0.0311487 | val_loss: 0.0311613 | Time: 2349.62 ms [2022-03-12 13:25:50 main:574] : INFO : Epoch 1641 | loss: 0.0311448 | val_loss: 0.0311653 | Time: 2348.31 ms [2022-03-12 13:25:53 main:574] : INFO : Epoch 1642 | loss: 0.0311461 | val_loss: 0.0311645 | Time: 2344.7 ms [2022-03-12 13:25:55 main:574] : INFO : Epoch 1643 | loss: 0.0311486 | val_loss: 0.0311625 | Time: 2340.64 ms [2022-03-12 13:25:58 main:574] : INFO : Epoch 1644 | loss: 0.0311448 | val_loss: 0.0311603 | Time: 2508.76 ms [2022-03-12 13:26:00 main:574] : INFO : Epoch 1645 | loss: 0.031144 | val_loss: 0.0311625 | Time: 2546.79 ms [2022-03-12 13:26:03 main:574] : INFO : Epoch 1646 | loss: 0.031146 | val_loss: 0.0311626 | Time: 2441.46 ms [2022-03-12 13:26:05 main:574] : INFO : Epoch 1647 | loss: 0.0311459 | val_loss: 0.0311629 | Time: 2339.72 ms [2022-03-12 13:26:08 main:574] : INFO : Epoch 1648 | loss: 0.0311449 | val_loss: 0.031171 | Time: 2508.74 ms [2022-03-12 13:26:10 main:574] : INFO : Epoch 1649 | loss: 0.0311438 | val_loss: 0.0311661 | Time: 2439.14 ms [2022-03-12 13:26:13 main:574] : INFO : Epoch 1650 | loss: 0.031145 | val_loss: 0.0311739 | Time: 2340.48 ms [2022-03-12 13:26:15 main:574] : INFO : Epoch 1651 | loss: 0.0311458 | val_loss: 0.0311626 | Time: 2506.98 ms [2022-03-12 13:26:18 main:574] : INFO : Epoch 1652 | loss: 0.0311431 | val_loss: 0.031166 | Time: 2453.08 ms [2022-03-12 13:26:21 main:574] : INFO : Epoch 1653 | loss: 0.0311425 | val_loss: 0.0311658 | Time: 2567.65 ms [2022-03-12 13:26:23 main:574] : INFO : Epoch 1654 | loss: 0.0311422 | val_loss: 0.0311643 | Time: 2454.05 ms [2022-03-12 13:26:26 main:574] : INFO : Epoch 1655 | loss: 0.0311422 | val_loss: 0.0311677 | Time: 2561.17 ms [2022-03-12 13:26:28 main:574] : INFO : Epoch 1656 | loss: 0.0311431 | val_loss: 0.0311648 | Time: 2339.12 ms [2022-03-12 13:26:31 main:574] : INFO : Epoch 1657 | loss: 0.0311409 | val_loss: 0.0311649 | Time: 2334.42 ms [2022-03-12 13:26:33 main:574] : INFO : Epoch 1658 | loss: 0.0311422 | val_loss: 0.0311623 | Time: 2338.2 ms [2022-03-12 13:26:35 main:574] : INFO : Epoch 1659 | loss: 0.0311432 | val_loss: 0.0311623 | Time: 2499.45 ms [2022-03-12 13:26:38 main:574] : INFO : Epoch 1660 | loss: 0.0311424 | val_loss: 0.0311692 | Time: 2574.99 ms [2022-03-12 13:26:41 main:574] : INFO : Epoch 1661 | loss: 0.031144 | val_loss: 0.0311644 | Time: 2449.86 ms [2022-03-12 13:26:43 main:574] : INFO : Epoch 1662 | loss: 0.0311409 | val_loss: 0.0311623 | Time: 2566.42 ms [2022-03-12 13:26:46 main:574] : INFO : Epoch 1663 | loss: 0.031142 | val_loss: 0.0311641 | Time: 2444.99 ms [2022-03-12 13:26:48 main:574] : INFO : Epoch 1664 | loss: 0.0311421 | val_loss: 0.0311649 | Time: 2560.08 ms [2022-03-12 13:26:51 main:574] : INFO : Epoch 1665 | loss: 0.0311421 | val_loss: 0.0311634 | Time: 2466.16 ms [2022-03-12 13:26:53 main:574] : INFO : Epoch 1666 | loss: 0.0311408 | val_loss: 0.0311668 | Time: 2350.21 ms [2022-03-12 13:26:56 main:574] : INFO : Epoch 1667 | loss: 0.0311409 | val_loss: 0.0311638 | Time: 2497.78 ms [2022-03-12 13:26:58 main:574] : INFO : Epoch 1668 | loss: 0.0311399 | val_loss: 0.0311618 | Time: 2330.89 ms [2022-03-12 13:27:01 main:574] : INFO : Epoch 1669 | loss: 0.0311426 | val_loss: 0.0311626 | Time: 2329.57 ms [2022-03-12 13:27:03 main:574] : INFO : Epoch 1670 | loss: 0.0311413 | val_loss: 0.0311639 | Time: 2338.49 ms [2022-03-12 13:27:06 main:574] : INFO : Epoch 1671 | loss: 0.0311405 | val_loss: 0.0311627 | Time: 2450.15 ms [2022-03-12 13:27:08 main:574] : INFO : Epoch 1672 | loss: 0.0311411 | val_loss: 0.031163 | Time: 2565.07 ms [2022-03-12 13:27:11 main:574] : INFO : Epoch 1673 | loss: 0.0311413 | val_loss: 0.0311628 | Time: 2326.73 ms [2022-03-12 13:27:13 main:574] : INFO : Epoch 1674 | loss: 0.0311391 | val_loss: 0.031163 | Time: 2537.81 ms [2022-03-12 13:27:16 main:574] : INFO : Epoch 1675 | loss: 0.031141 | val_loss: 0.0311657 | Time: 2473.06 ms [2022-03-12 13:27:18 main:574] : INFO : Epoch 1676 | loss: 0.0311386 | val_loss: 0.0311638 | Time: 2352.13 ms [2022-03-12 13:27:21 main:574] : INFO : Epoch 1677 | loss: 0.0311376 | val_loss: 0.0311631 | Time: 2509.81 ms [2022-03-12 13:27:23 main:574] : INFO : Epoch 1678 | loss: 0.0311389 | val_loss: 0.0311652 | Time: 2446.53 ms [2022-03-12 13:27:26 main:574] : INFO : Epoch 1679 | loss: 0.0311403 | val_loss: 0.0311606 | Time: 2566.5 ms [2022-03-12 13:27:29 main:574] : INFO : Epoch 1680 | loss: 0.031138 | val_loss: 0.0311603 | Time: 2453.14 ms [2022-03-12 13:27:31 main:574] : INFO : Epoch 1681 | loss: 0.0311378 | val_loss: 0.0311629 | Time: 2571.35 ms [2022-03-12 13:27:34 main:574] : INFO : Epoch 1682 | loss: 0.0311368 | val_loss: 0.0311606 | Time: 2450.38 ms [2022-03-12 13:27:36 main:574] : INFO : Epoch 1683 | loss: 0.0311371 | val_loss: 0.0311608 | Time: 2353.17 ms [2022-03-12 13:27:39 main:574] : INFO : Epoch 1684 | loss: 0.0311402 | val_loss: 0.0311669 | Time: 2346.14 ms [2022-03-12 13:27:41 main:574] : INFO : Epoch 1685 | loss: 0.0311404 | val_loss: 0.0311684 | Time: 2488.6 ms [2022-03-12 13:27:44 main:574] : INFO : Epoch 1686 | loss: 0.0311368 | val_loss: 0.0311627 | Time: 2580.75 ms [2022-03-12 13:27:46 main:574] : INFO : Epoch 1687 | loss: 0.0311389 | val_loss: 0.0311695 | Time: 2452.71 ms [2022-03-12 13:27:49 main:574] : INFO : Epoch 1688 | loss: 0.0311381 | val_loss: 0.0311626 | Time: 2554.39 ms [2022-03-12 13:27:52 main:574] : INFO : Epoch 1689 | loss: 0.0311351 | val_loss: 0.0311604 | Time: 2567.28 ms [2022-03-12 13:27:54 main:574] : INFO : Epoch 1690 | loss: 0.0311357 | val_loss: 0.0311639 | Time: 2351.2 ms [2022-03-12 13:27:57 main:574] : INFO : Epoch 1691 | loss: 0.0311358 | val_loss: 0.0311606 | Time: 2542.86 ms [2022-03-12 13:27:59 main:574] : INFO : Epoch 1692 | loss: 0.0311378 | val_loss: 0.0311701 | Time: 2351.48 ms [2022-03-12 13:28:02 main:574] : INFO : Epoch 1693 | loss: 0.031139 | val_loss: 0.0311622 | Time: 2527.2 ms [2022-03-12 13:28:04 main:574] : INFO : Epoch 1694 | loss: 0.0311339 | val_loss: 0.031164 | Time: 2348.99 ms [2022-03-12 13:28:06 main:574] : INFO : Epoch 1695 | loss: 0.0311347 | val_loss: 0.0311667 | Time: 2350.82 ms [2022-03-12 13:28:09 main:574] : INFO : Epoch 1696 | loss: 0.0311339 | val_loss: 0.0311656 | Time: 2472.35 ms [2022-03-12 13:28:12 main:574] : INFO : Epoch 1697 | loss: 0.0311338 | val_loss: 0.0311605 | Time: 2456.79 ms [2022-03-12 13:28:14 main:574] : INFO : Epoch 1698 | loss: 0.0311405 | val_loss: 0.0311833 | Time: 2341.48 ms [2022-03-12 13:28:17 main:574] : INFO : Epoch 1699 | loss: 0.0311345 | val_loss: 0.0311665 | Time: 2507.08 ms [2022-03-12 13:28:19 main:574] : INFO : Epoch 1700 | loss: 0.0311302 | val_loss: 0.0311612 | Time: 2440.83 ms [2022-03-12 13:28:22 main:574] : INFO : Epoch 1701 | loss: 0.031131 | val_loss: 0.0311629 | Time: 2567.14 ms [2022-03-12 13:28:24 main:574] : INFO : Epoch 1702 | loss: 0.0311304 | val_loss: 0.0311623 | Time: 2575.91 ms [2022-03-12 13:28:27 main:574] : INFO : Epoch 1703 | loss: 0.0311327 | val_loss: 0.0311693 | Time: 2458.12 ms [2022-03-12 13:28:30 main:574] : INFO : Epoch 1704 | loss: 0.0311333 | val_loss: 0.0311679 | Time: 2556.67 ms [2022-03-12 13:28:32 main:574] : INFO : Epoch 1705 | loss: 0.0311339 | val_loss: 0.0311699 | Time: 2343.83 ms [2022-03-12 13:28:35 main:574] : INFO : Epoch 1706 | loss: 0.0311313 | val_loss: 0.0311627 | Time: 2518.52 ms [2022-03-12 13:28:37 main:574] : INFO : Epoch 1707 | loss: 0.0311301 | val_loss: 0.0311666 | Time: 2445.41 ms [2022-03-12 13:28:40 main:574] : INFO : Epoch 1708 | loss: 0.0311303 | val_loss: 0.0311837 | Time: 2562.92 ms [2022-03-12 13:28:42 main:574] : INFO : Epoch 1709 | loss: 0.0311415 | val_loss: 0.0311767 | Time: 2458.93 ms [2022-03-12 13:28:45 main:574] : INFO : Epoch 1710 | loss: 0.0311328 | val_loss: 0.0311648 | Time: 2343.35 ms [2022-03-12 13:28:47 main:574] : INFO : Epoch 1711 | loss: 0.0311301 | val_loss: 0.0311678 | Time: 2531.72 ms [2022-03-12 13:28:50 main:574] : INFO : Epoch 1712 | loss: 0.0311297 | val_loss: 0.0311652 | Time: 2340.43 ms [2022-03-12 13:28:52 main:574] : INFO : Epoch 1713 | loss: 0.0311322 | val_loss: 0.0311658 | Time: 2527.8 ms [2022-03-12 13:28:55 main:574] : INFO : Epoch 1714 | loss: 0.0311283 | val_loss: 0.0311658 | Time: 2559.23 ms [2022-03-12 13:28:58 main:574] : INFO : Epoch 1715 | loss: 0.031128 | val_loss: 0.0311642 | Time: 2569.82 ms [2022-03-12 13:29:00 main:574] : INFO : Epoch 1716 | loss: 0.0311277 | val_loss: 0.0311677 | Time: 2345.74 ms [2022-03-12 13:29:02 main:574] : INFO : Epoch 1717 | loss: 0.0311314 | val_loss: 0.0311666 | Time: 2342.12 ms [2022-03-12 13:29:05 main:574] : INFO : Epoch 1718 | loss: 0.0311264 | val_loss: 0.0311652 | Time: 2506.04 ms [2022-03-12 13:29:07 main:574] : INFO : Epoch 1719 | loss: 0.0311296 | val_loss: 0.0311675 | Time: 2449.66 ms [2022-03-12 13:29:10 main:574] : INFO : Epoch 1720 | loss: 0.0311278 | val_loss: 0.0311646 | Time: 2344.26 ms [2022-03-12 13:29:12 main:574] : INFO : Epoch 1721 | loss: 0.0311285 | val_loss: 0.0311646 | Time: 2490.38 ms [2022-03-12 13:29:15 main:574] : INFO : Epoch 1722 | loss: 0.031135 | val_loss: 0.0311642 | Time: 2441.19 ms [2022-03-12 13:29:18 main:574] : INFO : Epoch 1723 | loss: 0.0311293 | val_loss: 0.0311663 | Time: 2566.91 ms [2022-03-12 13:29:20 main:574] : INFO : Epoch 1724 | loss: 0.0311306 | val_loss: 0.0311755 | Time: 2460.08 ms [2022-03-12 13:29:23 main:574] : INFO : Epoch 1725 | loss: 0.0311322 | val_loss: 0.031162 | Time: 2549.85 ms [2022-03-12 13:29:25 main:574] : INFO : Epoch 1726 | loss: 0.0311295 | val_loss: 0.031164 | Time: 2341.22 ms [2022-03-12 13:29:28 main:574] : INFO : Epoch 1727 | loss: 0.031124 | val_loss: 0.0311648 | Time: 2507.81 ms [2022-03-12 13:29:30 main:574] : INFO : Epoch 1728 | loss: 0.0311264 | val_loss: 0.0311652 | Time: 2446.82 ms [2022-03-12 13:29:33 main:574] : INFO : Epoch 1729 | loss: 0.031129 | val_loss: 0.0311621 | Time: 2558.6 ms [2022-03-12 13:29:35 main:574] : INFO : Epoch 1730 | loss: 0.0311267 | val_loss: 0.031173 | Time: 2347.05 ms [2022-03-12 13:29:38 main:574] : INFO : Epoch 1731 | loss: 0.0311286 | val_loss: 0.0311703 | Time: 2538.1 ms [2022-03-12 13:29:41 main:574] : INFO : Epoch 1732 | loss: 0.0311258 | val_loss: 0.0311708 | Time: 2471.42 ms [2022-03-12 13:29:43 main:574] : INFO : Epoch 1733 | loss: 0.0311225 | val_loss: 0.0311686 | Time: 2349.44 ms [2022-03-12 13:29:46 main:574] : INFO : Epoch 1734 | loss: 0.031129 | val_loss: 0.0311729 | Time: 2352.88 ms [2022-03-12 13:29:48 main:574] : INFO : Epoch 1735 | loss: 0.0311306 | val_loss: 0.0311635 | Time: 2456.51 ms [2022-03-12 13:29:50 main:574] : INFO : Epoch 1736 | loss: 0.0311238 | val_loss: 0.0311678 | Time: 2348.57 ms [2022-03-12 13:29:53 main:574] : INFO : Epoch 1737 | loss: 0.031123 | val_loss: 0.0311688 | Time: 2350.97 ms [2022-03-12 13:29:56 main:574] : INFO : Epoch 1738 | loss: 0.0311206 | val_loss: 0.0311698 | Time: 2583.27 ms [2022-03-12 13:29:58 main:574] : INFO : Epoch 1739 | loss: 0.0311241 | val_loss: 0.0311637 | Time: 2454.77 ms [2022-03-12 13:30:01 main:574] : INFO : Epoch 1740 | loss: 0.031122 | val_loss: 0.0311684 | Time: 2350.84 ms [2022-03-12 13:30:03 main:574] : INFO : Epoch 1741 | loss: 0.0311207 | val_loss: 0.0311657 | Time: 2478.13 ms [2022-03-12 13:30:06 main:574] : INFO : Epoch 1742 | loss: 0.0311231 | val_loss: 0.0311642 | Time: 2438.33 ms [2022-03-12 13:30:08 main:574] : INFO : Epoch 1743 | loss: 0.0311259 | val_loss: 0.0311795 | Time: 2560.36 ms [2022-03-12 13:30:11 main:574] : INFO : Epoch 1744 | loss: 0.0311249 | val_loss: 0.0311715 | Time: 2456.01 ms [2022-03-12 13:30:13 main:574] : INFO : Epoch 1745 | loss: 0.0311257 | val_loss: 0.0311679 | Time: 2339.44 ms [2022-03-12 13:30:16 main:574] : INFO : Epoch 1746 | loss: 0.0311213 | val_loss: 0.0311676 | Time: 2520.91 ms [2022-03-12 13:30:18 main:574] : INFO : Epoch 1747 | loss: 0.0311212 | val_loss: 0.0311698 | Time: 2454.98 ms [2022-03-12 13:30:21 main:574] : INFO : Epoch 1748 | loss: 0.0311222 | val_loss: 0.0311675 | Time: 2573.52 ms [2022-03-12 13:30:23 main:574] : INFO : Epoch 1749 | loss: 0.0311229 | val_loss: 0.0311694 | Time: 2455.9 ms [2022-03-12 13:30:26 main:574] : INFO : Epoch 1750 | loss: 0.031126 | val_loss: 0.0311669 | Time: 2578.28 ms [2022-03-12 13:30:29 main:574] : INFO : Epoch 1751 | loss: 0.031127 | val_loss: 0.031175 | Time: 2350.95 ms [2022-03-12 13:30:31 main:574] : INFO : Epoch 1752 | loss: 0.0311223 | val_loss: 0.0311654 | Time: 2347.94 ms [2022-03-12 13:30:33 main:574] : INFO : Epoch 1753 | loss: 0.0311216 | val_loss: 0.0311706 | Time: 2473.54 ms [2022-03-12 13:30:36 main:574] : INFO : Epoch 1754 | loss: 0.0311223 | val_loss: 0.0311658 | Time: 2355.69 ms [2022-03-12 13:30:38 main:574] : INFO : Epoch 1755 | loss: 0.0311226 | val_loss: 0.0311666 | Time: 2510.47 ms [2022-03-12 13:30:41 main:574] : INFO : Epoch 1756 | loss: 0.0311195 | val_loss: 0.0311675 | Time: 2447.94 ms [2022-03-12 13:30:44 main:574] : INFO : Epoch 1757 | loss: 0.0311237 | val_loss: 0.031164 | Time: 2566.79 ms [2022-03-12 13:30:46 main:574] : INFO : Epoch 1758 | loss: 0.0311207 | val_loss: 0.0311675 | Time: 2350.57 ms [2022-03-12 13:30:49 main:574] : INFO : Epoch 1759 | loss: 0.0311196 | val_loss: 0.0311714 | Time: 2535.12 ms [2022-03-12 13:30:51 main:574] : INFO : Epoch 1760 | loss: 0.0311222 | val_loss: 0.031165 | Time: 2459.27 ms [2022-03-12 13:30:54 main:574] : INFO : Epoch 1761 | loss: 0.0311226 | val_loss: 0.0311755 | Time: 2570.42 ms [2022-03-12 13:30:56 main:574] : INFO : Epoch 1762 | loss: 0.0311205 | val_loss: 0.0311714 | Time: 2463.45 ms [2022-03-12 13:30:59 main:574] : INFO : Epoch 1763 | loss: 0.0311195 | val_loss: 0.0311651 | Time: 2572.94 ms [2022-03-12 13:31:01 main:574] : INFO : Epoch 1764 | loss: 0.0311179 | val_loss: 0.0311693 | Time: 2351.64 ms [2022-03-12 13:31:04 main:574] : INFO : Epoch 1765 | loss: 0.0311174 | val_loss: 0.0311658 | Time: 2527.64 ms [2022-03-12 13:31:06 main:574] : INFO : Epoch 1766 | loss: 0.0311172 | val_loss: 0.031161 | Time: 2350.8 ms [2022-03-12 13:31:09 main:574] : INFO : Epoch 1767 | loss: 0.0311177 | val_loss: 0.031167 | Time: 2533.37 ms [2022-03-12 13:31:12 main:574] : INFO : Epoch 1768 | loss: 0.0311158 | val_loss: 0.031169 | Time: 2450.54 ms [2022-03-12 13:31:14 main:574] : INFO : Epoch 1769 | loss: 0.0311166 | val_loss: 0.0311694 | Time: 2564.34 ms [2022-03-12 13:31:17 main:574] : INFO : Epoch 1770 | loss: 0.0311187 | val_loss: 0.0311618 | Time: 2350.77 ms [2022-03-12 13:31:19 main:574] : INFO : Epoch 1771 | loss: 0.031119 | val_loss: 0.0311648 | Time: 2353.26 ms [2022-03-12 13:31:21 main:574] : INFO : Epoch 1772 | loss: 0.0311172 | val_loss: 0.0311689 | Time: 2348.55 ms [2022-03-12 13:31:24 main:574] : INFO : Epoch 1773 | loss: 0.0311187 | val_loss: 0.0311678 | Time: 2555.37 ms [2022-03-12 13:31:27 main:574] : INFO : Epoch 1774 | loss: 0.0311197 | val_loss: 0.0311693 | Time: 2451.84 ms [2022-03-12 13:31:29 main:574] : INFO : Epoch 1775 | loss: 0.0311158 | val_loss: 0.0311662 | Time: 2448.71 ms [2022-03-12 13:31:32 main:574] : INFO : Epoch 1776 | loss: 0.031114 | val_loss: 0.0311674 | Time: 2566.71 ms [2022-03-12 13:31:34 main:574] : INFO : Epoch 1777 | loss: 0.0311121 | val_loss: 0.0311696 | Time: 2458.53 ms [2022-03-12 13:31:37 main:574] : INFO : Epoch 1778 | loss: 0.0311167 | val_loss: 0.0311625 | Time: 2566.06 ms [2022-03-12 13:31:39 main:574] : INFO : Epoch 1779 | loss: 0.0311192 | val_loss: 0.0311703 | Time: 2346.56 ms [2022-03-12 13:31:42 main:574] : INFO : Epoch 1780 | loss: 0.0311215 | val_loss: 0.0311654 | Time: 2526.27 ms [2022-03-12 13:31:44 main:574] : INFO : Epoch 1781 | loss: 0.0311176 | val_loss: 0.0311658 | Time: 2459.25 ms [2022-03-12 13:31:47 main:574] : INFO : Epoch 1782 | loss: 0.0311166 | val_loss: 0.0311702 | Time: 2567.94 ms [2022-03-12 13:31:49 main:574] : INFO : Epoch 1783 | loss: 0.0311157 | val_loss: 0.0311662 | Time: 2346.4 ms [2022-03-12 13:31:52 main:574] : INFO : Epoch 1784 | loss: 0.0311175 | val_loss: 0.0311623 | Time: 2349.21 ms [2022-03-12 13:31:54 main:574] : INFO : Epoch 1785 | loss: 0.0311174 | val_loss: 0.0311687 | Time: 2479.8 ms [2022-03-12 13:31:57 main:574] : INFO : Epoch 1786 | loss: 0.0311161 | val_loss: 0.0311675 | Time: 2434.85 ms [2022-03-12 13:32:00 main:574] : INFO : Epoch 1787 | loss: 0.0311154 | val_loss: 0.0311678 | Time: 2558.05 ms [2022-03-12 13:32:02 main:574] : INFO : Epoch 1788 | loss: 0.0311145 | val_loss: 0.0311624 | Time: 2464.52 ms [2022-03-12 13:32:05 main:574] : INFO : Epoch 1789 | loss: 0.0311147 | val_loss: 0.0311828 | Time: 2345.52 ms [2022-03-12 13:32:07 main:574] : INFO : Epoch 1790 | loss: 0.0311189 | val_loss: 0.0311693 | Time: 2341 ms [2022-03-12 13:32:09 main:574] : INFO : Epoch 1791 | loss: 0.0311172 | val_loss: 0.0311687 | Time: 2341.64 ms [2022-03-12 13:32:12 main:574] : INFO : Epoch 1792 | loss: 0.0311157 | val_loss: 0.031176 | Time: 2554.11 ms [2022-03-12 13:32:15 main:574] : INFO : Epoch 1793 | loss: 0.0311143 | val_loss: 0.0311659 | Time: 2575.1 ms [2022-03-12 13:32:17 main:574] : INFO : Epoch 1794 | loss: 0.0311119 | val_loss: 0.0311693 | Time: 2450.22 ms [2022-03-12 13:32:20 main:574] : INFO : Epoch 1795 | loss: 0.0311144 | val_loss: 0.0311667 | Time: 2542.03 ms [2022-03-12 13:32:22 main:574] : INFO : Epoch 1796 | loss: 0.031115 | val_loss: 0.031168 | Time: 2347.29 ms [2022-03-12 13:32:25 main:574] : INFO : Epoch 1797 | loss: 0.0311143 | val_loss: 0.0311843 | Time: 2351.82 ms [2022-03-12 13:32:27 main:574] : INFO : Epoch 1798 | loss: 0.0311155 | val_loss: 0.0311692 | Time: 2462.18 ms [2022-03-12 13:32:30 main:574] : INFO : Epoch 1799 | loss: 0.031116 | val_loss: 0.031163 | Time: 2344.28 ms [2022-03-12 13:32:32 main:574] : INFO : Epoch 1800 | loss: 0.0311142 | val_loss: 0.0311631 | Time: 2519.79 ms [2022-03-12 13:32:35 main:574] : INFO : Epoch 1801 | loss: 0.031113 | val_loss: 0.031174 | Time: 2355.53 ms [2022-03-12 13:32:37 main:574] : INFO : Epoch 1802 | loss: 0.0311139 | val_loss: 0.0311717 | Time: 2516.85 ms [2022-03-12 13:32:40 main:574] : INFO : Epoch 1803 | loss: 0.0311149 | val_loss: 0.0311696 | Time: 2568.22 ms [2022-03-12 13:32:42 main:574] : INFO : Epoch 1804 | loss: 0.031114 | val_loss: 0.0311665 | Time: 2348.89 ms [2022-03-12 13:32:45 main:574] : INFO : Epoch 1805 | loss: 0.0311154 | val_loss: 0.031168 | Time: 2356.33 ms [2022-03-12 13:32:47 main:574] : INFO : Epoch 1806 | loss: 0.0311138 | val_loss: 0.0311696 | Time: 2344.84 ms [2022-03-12 13:32:50 main:574] : INFO : Epoch 1807 | loss: 0.0311152 | val_loss: 0.0311637 | Time: 2562.7 ms [2022-03-12 13:32:52 main:574] : INFO : Epoch 1808 | loss: 0.0311133 | val_loss: 0.0311733 | Time: 2342.76 ms [2022-03-12 13:32:55 main:574] : INFO : Epoch 1809 | loss: 0.0311155 | val_loss: 0.0311661 | Time: 2537.05 ms [2022-03-12 13:32:57 main:574] : INFO : Epoch 1810 | loss: 0.0311146 | val_loss: 0.0311716 | Time: 2456.51 ms [2022-03-12 13:33:00 main:574] : INFO : Epoch 1811 | loss: 0.0311109 | val_loss: 0.031166 | Time: 2348.69 ms [2022-03-12 13:33:02 main:574] : INFO : Epoch 1812 | loss: 0.0311092 | val_loss: 0.0311761 | Time: 2487.07 ms [2022-03-12 13:33:05 main:574] : INFO : Epoch 1813 | loss: 0.0311161 | val_loss: 0.0311628 | Time: 2451.29 ms [2022-03-12 13:33:07 main:574] : INFO : Epoch 1814 | loss: 0.0311192 | val_loss: 0.0311731 | Time: 2565.7 ms [2022-03-12 13:33:10 main:574] : INFO : Epoch 1815 | loss: 0.0311171 | val_loss: 0.0311667 | Time: 2350.44 ms [2022-03-12 13:33:12 main:574] : INFO : Epoch 1816 | loss: 0.0311138 | val_loss: 0.0311657 | Time: 2349.02 ms [2022-03-12 13:33:15 main:574] : INFO : Epoch 1817 | loss: 0.0311148 | val_loss: 0.0311689 | Time: 2343.86 ms [2022-03-12 13:33:17 main:574] : INFO : Epoch 1818 | loss: 0.0311146 | val_loss: 0.0311767 | Time: 2566.56 ms [2022-03-12 13:33:20 main:574] : INFO : Epoch 1819 | loss: 0.031112 | val_loss: 0.0311712 | Time: 2341.65 ms [2022-03-12 13:33:22 main:574] : INFO : Epoch 1820 | loss: 0.0311109 | val_loss: 0.0311672 | Time: 2523.3 ms [2022-03-12 13:33:25 main:574] : INFO : Epoch 1821 | loss: 0.0311104 | val_loss: 0.0311689 | Time: 2346.3 ms [2022-03-12 13:33:27 main:574] : INFO : Epoch 1822 | loss: 0.0311143 | val_loss: 0.0311691 | Time: 2527.97 ms [2022-03-12 13:33:30 main:574] : INFO : Epoch 1823 | loss: 0.0311072 | val_loss: 0.0311697 | Time: 2349.67 ms [2022-03-12 13:33:32 main:574] : INFO : Epoch 1824 | loss: 0.0311092 | val_loss: 0.0311717 | Time: 2541 ms [2022-03-12 13:33:35 main:574] : INFO : Epoch 1825 | loss: 0.0311114 | val_loss: 0.031173 | Time: 2351 ms [2022-03-12 13:33:37 main:574] : INFO : Epoch 1826 | loss: 0.031115 | val_loss: 0.0311636 | Time: 2514.03 ms [2022-03-12 13:33:40 main:574] : INFO : Epoch 1827 | loss: 0.0311134 | val_loss: 0.0311738 | Time: 2452.18 ms [2022-03-12 13:33:42 main:574] : INFO : Epoch 1828 | loss: 0.0311121 | val_loss: 0.0311675 | Time: 2572.57 ms [2022-03-12 13:33:45 main:574] : INFO : Epoch 1829 | loss: 0.0311129 | val_loss: 0.0311653 | Time: 2339.6 ms [2022-03-12 13:33:47 main:574] : INFO : Epoch 1830 | loss: 0.0311103 | val_loss: 0.0311694 | Time: 2328.57 ms [2022-03-12 13:33:50 main:574] : INFO : Epoch 1831 | loss: 0.0311109 | val_loss: 0.0311744 | Time: 2486.53 ms [2022-03-12 13:33:52 main:574] : INFO : Epoch 1832 | loss: 0.0311087 | val_loss: 0.0311697 | Time: 2457.17 ms [2022-03-12 13:33:55 main:574] : INFO : Epoch 1833 | loss: 0.031108 | val_loss: 0.0311685 | Time: 2337.8 ms [2022-03-12 13:33:57 main:574] : INFO : Epoch 1834 | loss: 0.0311063 | val_loss: 0.0311716 | Time: 2327.91 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 860M) [2022-03-12 18:01:46 main:435] : INFO : Set logging level to 1 [2022-03-12 18:01:46 main:441] : INFO : Running in BOINC Client mode [2022-03-12 18:01:46 main:444] : INFO : Resolving all filenames [2022-03-12 18:01:46 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-12 18:01:46 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-12 18:01:46 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-12 18:01:46 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2022-03-12 18:01:46 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-12 18:01:46 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-12 18:01:46 main:474] : INFO : Configuration: [2022-03-12 18:01:46 main:475] : INFO : Model type: GRU [2022-03-12 18:01:46 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-12 18:01:47 main:477] : INFO : Max Epochs: 2048 [2022-03-12 18:01:47 main:478] : INFO : Batch Size: 128 [2022-03-12 18:01:47 main:479] : INFO : Learning Rate: 0.01 [2022-03-12 18:01:47 main:480] : INFO : Patience: 10 [2022-03-12 18:01:47 main:481] : INFO : Hidden Width: 12 [2022-03-12 18:01:47 main:482] : INFO : # Recurrent Layers: 4 [2022-03-12 18:01:47 main:483] : INFO : # Backend Layers: 4 [2022-03-12 18:01:47 main:484] : INFO : # Threads: 1 [2022-03-12 18:01:47 main:486] : INFO : Preparing Dataset [2022-03-12 18:01:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-12 18:01:47 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-12 18:01:50 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-12 18:01:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-12 18:01:50 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-12 18:01:50 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-12 18:01:50 main:494] : INFO : Creating Model [2022-03-12 18:01:50 main:507] : INFO : Preparing config file [2022-03-12 18:01:50 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-12 18:01:50 main:512] : INFO : Loading config [2022-03-12 18:01:51 main:514] : INFO : Loading state [2022-03-12 18:01:51 main:559] : INFO : Loading DataLoader into Memory [2022-03-12 18:01:51 main:562] : INFO : Starting Training [2022-03-12 18:01:54 main:574] : INFO : Epoch 1800 | loss: 0.0312572 | val_loss: 0.0311724 | Time: 2681.02 ms [2022-03-12 18:01:57 main:574] : INFO : Epoch 1801 | loss: 0.0311493 | val_loss: 0.0311671 | Time: 2405.07 ms [2022-03-12 18:01:59 main:574] : INFO : Epoch 1802 | loss: 0.0311344 | val_loss: 0.0311601 | Time: 2493.18 ms [2022-03-12 18:02:02 main:574] : INFO : Epoch 1803 | loss: 0.0311278 | val_loss: 0.0311645 | Time: 2599.65 ms [2022-03-12 18:02:04 main:574] : INFO : Epoch 1804 | loss: 0.0311217 | val_loss: 0.0311637 | Time: 2424.77 ms [2022-03-12 18:02:07 main:574] : INFO : Epoch 1805 | loss: 0.0311154 | val_loss: 0.0311691 | Time: 2401.97 ms [2022-03-12 18:02:09 main:574] : INFO : Epoch 1806 | loss: 0.0311132 | val_loss: 0.031173 | Time: 2423.25 ms [2022-03-12 18:02:12 main:574] : INFO : Epoch 1807 | loss: 0.0311118 | val_loss: 0.0311662 | Time: 2524.23 ms [2022-03-12 18:02:15 main:574] : INFO : Epoch 1808 | loss: 0.0311126 | val_loss: 0.0311701 | Time: 2548.12 ms [2022-03-12 18:02:17 main:574] : INFO : Epoch 1809 | loss: 0.0311154 | val_loss: 0.0311673 | Time: 2418.79 ms [2022-03-12 18:02:20 main:574] : INFO : Epoch 1810 | loss: 0.031115 | val_loss: 0.0311655 | Time: 2604.51 ms [2022-03-12 18:02:22 main:574] : INFO : Epoch 1811 | loss: 0.031112 | val_loss: 0.0311696 | Time: 2590.01 ms [2022-03-12 18:02:25 main:574] : INFO : Epoch 1812 | loss: 0.0311122 | val_loss: 0.0311687 | Time: 2561.53 ms [2022-03-12 18:02:28 main:574] : INFO : Epoch 1813 | loss: 0.0311164 | val_loss: 0.0311721 | Time: 2517.8 ms [2022-03-12 18:02:30 main:574] : INFO : Epoch 1814 | loss: 0.0311136 | val_loss: 0.0311688 | Time: 2418.72 ms [2022-03-12 18:02:33 main:574] : INFO : Epoch 1815 | loss: 0.0311116 | val_loss: 0.0311668 | Time: 2596.01 ms [2022-03-12 18:02:35 main:574] : INFO : Epoch 1816 | loss: 0.0311119 | val_loss: 0.0311717 | Time: 2429.94 ms [2022-03-12 18:02:38 main:574] : INFO : Epoch 1817 | loss: 0.0311112 | val_loss: 0.031181 | Time: 2427.91 ms [2022-03-12 18:02:41 main:574] : INFO : Epoch 1818 | loss: 0.0311133 | val_loss: 0.0311787 | Time: 2584.29 ms [2022-03-12 18:02:43 main:574] : INFO : Epoch 1819 | loss: 0.0311185 | val_loss: 0.0311641 | Time: 2419.96 ms [2022-03-12 18:02:46 main:574] : INFO : Epoch 1820 | loss: 0.0311107 | val_loss: 0.0311832 | Time: 2420.06 ms [2022-03-12 18:02:48 main:574] : INFO : Epoch 1821 | loss: 0.0311133 | val_loss: 0.0311662 | Time: 2413.87 ms [2022-03-12 18:02:51 main:574] : INFO : Epoch 1822 | loss: 0.031109 | val_loss: 0.0311663 | Time: 2534.05 ms [2022-03-12 18:02:53 main:574] : INFO : Epoch 1823 | loss: 0.0311079 | val_loss: 0.0311647 | Time: 2411.4 ms [2022-03-12 18:02:56 main:574] : INFO : Epoch 1824 | loss: 0.0311086 | val_loss: 0.031166 | Time: 2608.73 ms [2022-03-12 18:02:58 main:574] : INFO : Epoch 1825 | loss: 0.0311076 | val_loss: 0.0311701 | Time: 2419.01 ms [2022-03-12 18:03:01 main:574] : INFO : Epoch 1826 | loss: 0.0311136 | val_loss: 0.0311686 | Time: 2618.55 ms [2022-03-12 18:03:03 main:574] : INFO : Epoch 1827 | loss: 0.0311102 | val_loss: 0.0311686 | Time: 2418.32 ms [2022-03-12 18:03:06 main:574] : INFO : Epoch 1828 | loss: 0.0311085 | val_loss: 0.0311657 | Time: 2421.69 ms [2022-03-12 18:03:08 main:574] : INFO : Epoch 1829 | loss: 0.0311092 | val_loss: 0.0311752 | Time: 2409.77 ms [2022-03-12 18:03:11 main:574] : INFO : Epoch 1830 | loss: 0.0311064 | val_loss: 0.0311707 | Time: 2426.01 ms [2022-03-12 18:03:13 main:574] : INFO : Epoch 1831 | loss: 0.0311066 | val_loss: 0.0311679 | Time: 2421.08 ms [2022-03-12 18:03:16 main:574] : INFO : Epoch 1832 | loss: 0.0311086 | val_loss: 0.0311723 | Time: 2518.31 ms [2022-03-12 18:03:19 main:574] : INFO : Epoch 1833 | loss: 0.0311062 | val_loss: 0.0311672 | Time: 2538.35 ms [2022-03-12 18:03:21 main:574] : INFO : Epoch 1834 | loss: 0.0311062 | val_loss: 0.0311676 | Time: 2414.7 ms [2022-03-12 18:03:24 main:574] : INFO : Epoch 1835 | loss: 0.0311081 | val_loss: 0.0311727 | Time: 2414.43 ms [2022-03-12 18:03:26 main:574] : INFO : Epoch 1836 | loss: 0.031106 | val_loss: 0.0311702 | Time: 2413.25 ms [2022-03-12 18:03:29 main:574] : INFO : Epoch 1837 | loss: 0.0311094 | val_loss: 0.0311798 | Time: 2553.83 ms [2022-03-12 18:03:31 main:574] : INFO : Epoch 1838 | loss: 0.0311108 | val_loss: 0.0311796 | Time: 2412.49 ms [2022-03-12 18:03:34 main:574] : INFO : Epoch 1839 | loss: 0.0311088 | val_loss: 0.031182 | Time: 2414.37 ms [2022-03-12 18:03:36 main:574] : INFO : Epoch 1840 | loss: 0.0311085 | val_loss: 0.0311757 | Time: 2513.85 ms [2022-03-12 18:03:39 main:574] : INFO : Epoch 1841 | loss: 0.0311054 | val_loss: 0.0311697 | Time: 2530.71 ms [2022-03-12 18:03:42 main:574] : INFO : Epoch 1842 | loss: 0.031107 | val_loss: 0.0311654 | Time: 2523.64 ms [2022-03-12 18:03:44 main:574] : INFO : Epoch 1843 | loss: 0.0311095 | val_loss: 0.0311685 | Time: 2599.04 ms [2022-03-12 18:03:47 main:574] : INFO : Epoch 1844 | loss: 0.0311088 | val_loss: 0.03116 | Time: 2414.82 ms [2022-03-12 18:03:49 main:574] : INFO : Epoch 1845 | loss: 0.0311081 | val_loss: 0.0311747 | Time: 2413.07 ms [2022-03-12 18:03:52 main:574] : INFO : Epoch 1846 | loss: 0.0311062 | val_loss: 0.0311694 | Time: 2413.63 ms [2022-03-12 18:03:54 main:574] : INFO : Epoch 1847 | loss: 0.0311104 | val_loss: 0.0311654 | Time: 2510.27 ms [2022-03-12 18:03:57 main:574] : INFO : Epoch 1848 | loss: 0.0311068 | val_loss: 0.031165 | Time: 2549.17 ms [2022-03-12 18:04:00 main:574] : INFO : Epoch 1849 | loss: 0.0311104 | val_loss: 0.0311881 | Time: 2585.16 ms [2022-03-12 18:04:02 main:574] : INFO : Epoch 1850 | loss: 0.0311106 | val_loss: 0.0311758 | Time: 2585.33 ms [2022-03-12 18:04:05 main:574] : INFO : Epoch 1851 | loss: 0.0311053 | val_loss: 0.0311691 | Time: 2600.51 ms [2022-03-12 18:04:07 main:574] : INFO : Epoch 1852 | loss: 0.031105 | val_loss: 0.0311674 | Time: 2404.14 ms [2022-03-12 18:04:10 main:574] : INFO : Epoch 1853 | loss: 0.03111 | val_loss: 0.0311755 | Time: 2598.41 ms [2022-03-12 18:04:13 main:574] : INFO : Epoch 1854 | loss: 0.0311105 | val_loss: 0.0311654 | Time: 2614.87 ms [2022-03-12 18:04:15 main:574] : INFO : Epoch 1855 | loss: 0.0311086 | val_loss: 0.031168 | Time: 2556.56 ms [2022-03-12 18:04:18 main:574] : INFO : Epoch 1856 | loss: 0.0311028 | val_loss: 0.0311696 | Time: 2415.54 ms [2022-03-12 18:04:20 main:574] : INFO : Epoch 1857 | loss: 0.0311056 | val_loss: 0.0311645 | Time: 2421.57 ms [2022-03-12 18:04:23 main:574] : INFO : Epoch 1858 | loss: 0.0311078 | val_loss: 0.0311692 | Time: 2639.35 ms [2022-03-12 18:04:26 main:574] : INFO : Epoch 1859 | loss: 0.0311055 | val_loss: 0.0311677 | Time: 2394.87 ms [2022-03-12 18:04:28 main:574] : INFO : Epoch 1860 | loss: 0.0311065 | val_loss: 0.031174 | Time: 2601.19 ms [2022-03-12 18:04:31 main:574] : INFO : Epoch 1861 | loss: 0.031107 | val_loss: 0.0311709 | Time: 2548.98 ms [2022-03-12 18:04:34 main:574] : INFO : Epoch 1862 | loss: 0.0311049 | val_loss: 0.0311789 | Time: 2546.69 ms [2022-03-12 18:04:36 main:574] : INFO : Epoch 1863 | loss: 0.0311041 | val_loss: 0.0311741 | Time: 2415.42 ms [2022-03-12 18:04:39 main:574] : INFO : Epoch 1864 | loss: 0.0311009 | val_loss: 0.0311721 | Time: 2565.29 ms [2022-03-12 18:04:42 main:574] : INFO : Epoch 1865 | loss: 0.0311031 | val_loss: 0.0311738 | Time: 2588.33 ms [2022-03-12 18:04:44 main:574] : INFO : Epoch 1866 | loss: 0.0311067 | val_loss: 0.0311805 | Time: 2560.91 ms [2022-03-12 18:04:47 main:574] : INFO : Epoch 1867 | loss: 0.0311073 | val_loss: 0.0311876 | Time: 2418.37 ms [2022-03-12 18:04:49 main:574] : INFO : Epoch 1868 | loss: 0.0311081 | val_loss: 0.0311687 | Time: 2405.73 ms [2022-03-12 18:04:52 main:574] : INFO : Epoch 1869 | loss: 0.0311026 | val_loss: 0.0311699 | Time: 2630.84 ms [2022-03-12 18:04:54 main:574] : INFO : Epoch 1870 | loss: 0.0311026 | val_loss: 0.0311705 | Time: 2417.31 ms [2022-03-12 18:04:57 main:574] : INFO : Epoch 1871 | loss: 0.0311044 | val_loss: 0.0311746 | Time: 2418.36 ms [2022-03-12 18:04:59 main:574] : INFO : Epoch 1872 | loss: 0.0311028 | val_loss: 0.0311657 | Time: 2399.61 ms [2022-03-12 18:05:02 main:574] : INFO : Epoch 1873 | loss: 0.0311084 | val_loss: 0.0311852 | Time: 2422.6 ms [2022-03-12 18:05:04 main:574] : INFO : Epoch 1874 | loss: 0.031102 | val_loss: 0.0311756 | Time: 2417.01 ms [2022-03-12 18:05:07 main:574] : INFO : Epoch 1875 | loss: 0.0311014 | val_loss: 0.0311755 | Time: 2416.48 ms [2022-03-12 18:05:09 main:574] : INFO : Epoch 1876 | loss: 0.0311002 | val_loss: 0.0311647 | Time: 2419.17 ms [2022-03-12 18:05:12 main:574] : INFO : Epoch 1877 | loss: 0.031102 | val_loss: 0.0311778 | Time: 2540.08 ms [2022-03-12 18:05:14 main:574] : INFO : Epoch 1878 | loss: 0.031101 | val_loss: 0.0311762 | Time: 2596.37 ms [2022-03-12 18:05:17 main:574] : INFO : Epoch 1879 | loss: 0.0311012 | val_loss: 0.0311722 | Time: 2419.74 ms [2022-03-12 18:05:20 main:574] : INFO : Epoch 1880 | loss: 0.0311002 | val_loss: 0.0311699 | Time: 2598.61 ms [2022-03-12 18:05:22 main:574] : INFO : Epoch 1881 | loss: 0.031099 | val_loss: 0.031168 | Time: 2421.46 ms [2022-03-12 18:05:25 main:574] : INFO : Epoch 1882 | loss: 0.0311033 | val_loss: 0.0311743 | Time: 2410 ms [2022-03-12 18:05:27 main:574] : INFO : Epoch 1883 | loss: 0.0311027 | val_loss: 0.0311795 | Time: 2408.01 ms [2022-03-12 18:05:29 main:574] : INFO : Epoch 1884 | loss: 0.0311008 | val_loss: 0.0311707 | Time: 2415.79 ms [2022-03-12 18:05:32 main:574] : INFO : Epoch 1885 | loss: 0.0310967 | val_loss: 0.0311677 | Time: 2410.47 ms [2022-03-12 18:05:34 main:574] : INFO : Epoch 1886 | loss: 0.0310971 | val_loss: 0.0311669 | Time: 2418 ms [2022-03-12 18:05:37 main:574] : INFO : Epoch 1887 | loss: 0.0311063 | val_loss: 0.031171 | Time: 2604.13 ms [2022-03-12 18:05:40 main:574] : INFO : Epoch 1888 | loss: 0.0311011 | val_loss: 0.0311707 | Time: 2417.67 ms [2022-03-12 18:05:42 main:574] : INFO : Epoch 1889 | loss: 0.0310977 | val_loss: 0.0311751 | Time: 2409.42 ms [2022-03-12 18:05:45 main:574] : INFO : Epoch 1890 | loss: 0.0311005 | val_loss: 0.0311768 | Time: 2416.01 ms [2022-03-12 18:05:47 main:574] : INFO : Epoch 1891 | loss: 0.0310983 | val_loss: 0.0311755 | Time: 2540.25 ms [2022-03-12 18:05:50 main:574] : INFO : Epoch 1892 | loss: 0.0310996 | val_loss: 0.0311741 | Time: 2420.49 ms [2022-03-12 18:05:52 main:574] : INFO : Epoch 1893 | loss: 0.0311004 | val_loss: 0.0311748 | Time: 2582.89 ms [2022-03-12 18:05:55 main:574] : INFO : Epoch 1894 | loss: 0.0311018 | val_loss: 0.0311701 | Time: 2417.87 ms [2022-03-12 18:05:57 main:574] : INFO : Epoch 1895 | loss: 0.0310992 | val_loss: 0.0311729 | Time: 2420.82 ms [2022-03-12 18:06:00 main:574] : INFO : Epoch 1896 | loss: 0.0311035 | val_loss: 0.0311724 | Time: 2427.6 ms [2022-03-12 18:06:02 main:574] : INFO : Epoch 1897 | loss: 0.0310959 | val_loss: 0.0311819 | Time: 2525.03 ms [2022-03-12 18:06:05 main:574] : INFO : Epoch 1898 | loss: 0.031098 | val_loss: 0.0311768 | Time: 2520.29 ms [2022-03-12 18:06:08 main:574] : INFO : Epoch 1899 | loss: 0.0311039 | val_loss: 0.0311741 | Time: 2529.54 ms [2022-03-12 18:06:10 main:574] : INFO : Epoch 1900 | loss: 0.0310992 | val_loss: 0.0311714 | Time: 2408.04 ms [2022-03-12 18:06:13 main:574] : INFO : Epoch 1901 | loss: 0.031102 | val_loss: 0.0311663 | Time: 2411 ms [2022-03-12 18:06:15 main:574] : INFO : Epoch 1902 | loss: 0.0311018 | val_loss: 0.031176 | Time: 2536.95 ms [2022-03-12 18:06:18 main:574] : INFO : Epoch 1903 | loss: 0.0310993 | val_loss: 0.0311816 | Time: 2419.09 ms [2022-03-12 18:06:20 main:574] : INFO : Epoch 1904 | loss: 0.0310989 | val_loss: 0.0311719 | Time: 2413.31 ms [2022-03-12 18:06:23 main:574] : INFO : Epoch 1905 | loss: 0.031098 | val_loss: 0.0311738 | Time: 2399.2 ms [2022-03-12 18:06:25 main:574] : INFO : Epoch 1906 | loss: 0.0310946 | val_loss: 0.0311813 | Time: 2527.05 ms [2022-03-12 18:06:28 main:574] : INFO : Epoch 1907 | loss: 0.0310977 | val_loss: 0.0311761 | Time: 2593.98 ms [2022-03-12 18:06:31 main:574] : INFO : Epoch 1908 | loss: 0.0310991 | val_loss: 0.0311797 | Time: 2422.83 ms [2022-03-12 18:06:33 main:574] : INFO : Epoch 1909 | loss: 0.0311007 | val_loss: 0.0311775 | Time: 2416.2 ms [2022-03-12 18:06:35 main:574] : INFO : Epoch 1910 | loss: 0.0310974 | val_loss: 0.0311715 | Time: 2415.1 ms [2022-03-12 18:06:38 main:574] : INFO : Epoch 1911 | loss: 0.0310973 | val_loss: 0.0311743 | Time: 2624.61 ms [2022-03-12 18:06:41 main:574] : INFO : Epoch 1912 | loss: 0.0311111 | val_loss: 0.0311711 | Time: 2410.86 ms [2022-03-12 18:06:43 main:574] : INFO : Epoch 1913 | loss: 0.0311226 | val_loss: 0.0311677 | Time: 2398.57 ms [2022-03-12 18:06:46 main:574] : INFO : Epoch 1914 | loss: 0.0311184 | val_loss: 0.0311651 | Time: 2400.12 ms [2022-03-12 18:06:48 main:574] : INFO : Epoch 1915 | loss: 0.0311123 | val_loss: 0.0311738 | Time: 2411.94 ms [2022-03-12 18:06:51 main:574] : INFO : Epoch 1916 | loss: 0.0311054 | val_loss: 0.0311714 | Time: 2414.96 ms [2022-03-12 18:06:53 main:574] : INFO : Epoch 1917 | loss: 0.0311039 | val_loss: 0.0311724 | Time: 2424.5 ms [2022-03-12 18:06:56 main:574] : INFO : Epoch 1918 | loss: 0.0310993 | val_loss: 0.0311713 | Time: 2635.35 ms [2022-03-12 18:06:58 main:574] : INFO : Epoch 1919 | loss: 0.0310987 | val_loss: 0.0311702 | Time: 2421.71 ms [2022-03-12 18:07:01 main:574] : INFO : Epoch 1920 | loss: 0.0311034 | val_loss: 0.0311773 | Time: 2588.95 ms [2022-03-12 18:07:04 main:574] : INFO : Epoch 1921 | loss: 0.0311044 | val_loss: 0.0311782 | Time: 2597.98 ms [2022-03-12 18:07:06 main:574] : INFO : Epoch 1922 | loss: 0.0311037 | val_loss: 0.0311681 | Time: 2566.65 ms [2022-03-12 18:07:09 main:574] : INFO : Epoch 1923 | loss: 0.031099 | val_loss: 0.0311718 | Time: 2644.37 ms [2022-03-12 18:07:12 main:574] : INFO : Epoch 1924 | loss: 0.0310987 | val_loss: 0.031169 | Time: 2542.42 ms [2022-03-12 18:07:14 main:574] : INFO : Epoch 1925 | loss: 0.0310965 | val_loss: 0.031183 | Time: 2413.33 ms [2022-03-12 18:07:17 main:574] : INFO : Epoch 1926 | loss: 0.031096 | val_loss: 0.0311761 | Time: 2412.98 ms [2022-03-12 18:07:19 main:574] : INFO : Epoch 1927 | loss: 0.0310978 | val_loss: 0.0311722 | Time: 2400.8 ms [2022-03-12 18:07:22 main:574] : INFO : Epoch 1928 | loss: 0.0310978 | val_loss: 0.0311771 | Time: 2410.78 ms [2022-03-12 18:07:24 main:574] : INFO : Epoch 1929 | loss: 0.0311013 | val_loss: 0.0311804 | Time: 2422.59 ms [2022-03-12 18:07:27 main:574] : INFO : Epoch 1930 | loss: 0.0311039 | val_loss: 0.0311757 | Time: 2549.63 ms [2022-03-12 18:07:30 main:574] : INFO : Epoch 1931 | loss: 0.031097 | val_loss: 0.0311835 | Time: 2595.28 ms [2022-03-12 18:07:32 main:574] : INFO : Epoch 1932 | loss: 0.0310981 | val_loss: 0.0311743 | Time: 2421.13 ms [2022-03-12 18:07:34 main:574] : INFO : Epoch 1933 | loss: 0.0310947 | val_loss: 0.0311789 | Time: 2427.55 ms [2022-03-12 18:07:37 main:574] : INFO : Epoch 1934 | loss: 0.0310952 | val_loss: 0.0311735 | Time: 2412.82 ms [2022-03-12 18:07:39 main:574] : INFO : Epoch 1935 | loss: 0.0310959 | val_loss: 0.0311787 | Time: 2422.5 ms [2022-03-12 18:07:42 main:574] : INFO : Epoch 1936 | loss: 0.0310966 | val_loss: 0.03118 | Time: 2415.24 ms [2022-03-12 18:07:45 main:574] : INFO : Epoch 1937 | loss: 0.0310971 | val_loss: 0.0311832 | Time: 2613.57 ms [2022-03-12 18:07:47 main:574] : INFO : Epoch 1938 | loss: 0.0310963 | val_loss: 0.0311776 | Time: 2579.9 ms [2022-03-12 18:07:50 main:574] : INFO : Epoch 1939 | loss: 0.0310954 | val_loss: 0.0311797 | Time: 2412.78 ms [2022-03-12 18:07:52 main:574] : INFO : Epoch 1940 | loss: 0.0310962 | val_loss: 0.0311721 | Time: 2608.72 ms [2022-03-12 18:07:55 main:574] : INFO : Epoch 1941 | loss: 0.0310953 | val_loss: 0.0311756 | Time: 2410.03 ms [2022-03-12 18:07:57 main:574] : INFO : Epoch 1942 | loss: 0.0310945 | val_loss: 0.031193 | Time: 2404.74 ms [2022-03-12 18:08:00 main:574] : INFO : Epoch 1943 | loss: 0.0310982 | val_loss: 0.0311696 | Time: 2423.91 ms [2022-03-12 18:08:02 main:574] : INFO : Epoch 1944 | loss: 0.0310974 | val_loss: 0.0311807 | Time: 2410.08 ms [2022-03-12 18:08:05 main:574] : INFO : Epoch 1945 | loss: 0.0310959 | val_loss: 0.0311872 | Time: 2564.84 ms [2022-03-12 18:08:08 main:574] : INFO : Epoch 1946 | loss: 0.0310933 | val_loss: 0.0311774 | Time: 2578.13 ms [2022-03-12 18:08:10 main:574] : INFO : Epoch 1947 | loss: 0.031095 | val_loss: 0.0311816 | Time: 2554.11 ms [2022-03-12 18:08:13 main:574] : INFO : Epoch 1948 | loss: 0.0310963 | val_loss: 0.0311764 | Time: 2413.44 ms [2022-03-12 18:08:15 main:574] : INFO : Epoch 1949 | loss: 0.0310948 | val_loss: 0.0311739 | Time: 2592.35 ms [2022-03-12 18:08:18 main:574] : INFO : Epoch 1950 | loss: 0.0310987 | val_loss: 0.031181 | Time: 2556.34 ms [2022-03-12 18:08:21 main:574] : INFO : Epoch 1951 | loss: 0.0310989 | val_loss: 0.0311855 | Time: 2408.63 ms [2022-03-12 18:08:23 main:574] : INFO : Epoch 1952 | loss: 0.0310944 | val_loss: 0.0311759 | Time: 2588.17 ms [2022-03-12 18:08:26 main:574] : INFO : Epoch 1953 | loss: 0.0310956 | val_loss: 0.0311739 | Time: 2413.84 ms [2022-03-12 18:08:28 main:574] : INFO : Epoch 1954 | loss: 0.0310943 | val_loss: 0.0311705 | Time: 2399.08 ms [2022-03-12 18:08:31 main:574] : INFO : Epoch 1955 | loss: 0.0310943 | val_loss: 0.03118 | Time: 2519.75 ms [2022-03-12 18:08:33 main:574] : INFO : Epoch 1956 | loss: 0.0310914 | val_loss: 0.0311818 | Time: 2525.51 ms [2022-03-12 18:08:36 main:574] : INFO : Epoch 1957 | loss: 0.0310913 | val_loss: 0.0311802 | Time: 2406.75 ms [2022-03-12 18:08:39 main:574] : INFO : Epoch 1958 | loss: 0.0310939 | val_loss: 0.0311876 | Time: 2634.32 ms [2022-03-12 18:08:41 main:574] : INFO : Epoch 1959 | loss: 0.0310967 | val_loss: 0.0311782 | Time: 2555.33 ms [2022-03-12 18:08:44 main:574] : INFO : Epoch 1960 | loss: 0.0311025 | val_loss: 0.031192 | Time: 2401.46 ms [2022-03-12 18:08:46 main:574] : INFO : Epoch 1961 | loss: 0.0311077 | val_loss: 0.0311875 | Time: 2413.83 ms [2022-03-12 18:08:49 main:574] : INFO : Epoch 1962 | loss: 0.0310985 | val_loss: 0.0311807 | Time: 2409.52 ms [2022-03-12 18:08:51 main:574] : INFO : Epoch 1963 | loss: 0.0310969 | val_loss: 0.0311836 | Time: 2569.74 ms [2022-03-12 18:08:54 main:574] : INFO : Epoch 1964 | loss: 0.0310954 | val_loss: 0.0311742 | Time: 2405.31 ms [2022-03-12 18:08:56 main:574] : INFO : Epoch 1965 | loss: 0.0310951 | val_loss: 0.0311752 | Time: 2389.38 ms [2022-03-12 18:08:59 main:574] : INFO : Epoch 1966 | loss: 0.0310938 | val_loss: 0.0311784 | Time: 2499.2 ms [2022-03-12 18:09:01 main:574] : INFO : Epoch 1967 | loss: 0.0310934 | val_loss: 0.0311961 | Time: 2407.72 ms [2022-03-12 18:09:04 main:574] : INFO : Epoch 1968 | loss: 0.0310978 | val_loss: 0.0311717 | Time: 2400.43 ms [2022-03-12 18:09:06 main:574] : INFO : Epoch 1969 | loss: 0.0310935 | val_loss: 0.0311777 | Time: 2394.39 ms [2022-03-12 18:09:09 main:574] : INFO : Epoch 1970 | loss: 0.0310956 | val_loss: 0.0311821 | Time: 2398.2 ms [2022-03-12 18:09:11 main:574] : INFO : Epoch 1971 | loss: 0.0310887 | val_loss: 0.0311771 | Time: 2412.17 ms [2022-03-12 18:09:14 main:574] : INFO : Epoch 1972 | loss: 0.0310875 | val_loss: 0.0311795 | Time: 2411.63 ms [2022-03-12 18:09:16 main:574] : INFO : Epoch 1973 | loss: 0.03109 | val_loss: 0.0311891 | Time: 2525.69 ms [2022-03-12 18:09:19 main:574] : INFO : Epoch 1974 | loss: 0.0310931 | val_loss: 0.0311838 | Time: 2420.2 ms [2022-03-12 18:09:21 main:574] : INFO : Epoch 1975 | loss: 0.0311005 | val_loss: 0.0311765 | Time: 2413.57 ms [2022-03-12 18:09:24 main:574] : INFO : Epoch 1976 | loss: 0.0310988 | val_loss: 0.031176 | Time: 2618.96 ms [2022-03-12 18:09:27 main:574] : INFO : Epoch 1977 | loss: 0.0310929 | val_loss: 0.0311828 | Time: 2587.35 ms [2022-03-12 18:09:29 main:574] : INFO : Epoch 1978 | loss: 0.0310905 | val_loss: 0.0311767 | Time: 2511.87 ms [2022-03-12 18:09:32 main:574] : INFO : Epoch 1979 | loss: 0.0310936 | val_loss: 0.0311706 | Time: 2564.69 ms [2022-03-12 18:09:34 main:574] : INFO : Epoch 1980 | loss: 0.0310959 | val_loss: 0.0311914 | Time: 2422.14 ms [2022-03-12 18:09:37 main:574] : INFO : Epoch 1981 | loss: 0.0310961 | val_loss: 0.0311792 | Time: 2628.24 ms [2022-03-12 18:09:40 main:574] : INFO : Epoch 1982 | loss: 0.0310935 | val_loss: 0.0311813 | Time: 2414.89 ms [2022-03-12 18:09:42 main:574] : INFO : Epoch 1983 | loss: 0.0310943 | val_loss: 0.0311762 | Time: 2392.18 ms [2022-03-12 18:09:44 main:574] : INFO : Epoch 1984 | loss: 0.0310923 | val_loss: 0.0311755 | Time: 2419.28 ms [2022-03-12 18:09:47 main:574] : INFO : Epoch 1985 | loss: 0.0310953 | val_loss: 0.03119 | Time: 2556.12 ms [2022-03-12 18:09:50 main:574] : INFO : Epoch 1986 | loss: 0.0310945 | val_loss: 0.0311852 | Time: 2423.7 ms [2022-03-12 18:09:52 main:574] : INFO : Epoch 1987 | loss: 0.0310955 | val_loss: 0.0311799 | Time: 2428.88 ms [2022-03-12 18:09:55 main:574] : INFO : Epoch 1988 | loss: 0.0310902 | val_loss: 0.0311815 | Time: 2422.96 ms [2022-03-12 18:09:57 main:574] : INFO : Epoch 1989 | loss: 0.031089 | val_loss: 0.0311744 | Time: 2399.38 ms [2022-03-12 18:09:59 main:574] : INFO : Epoch 1990 | loss: 0.0310938 | val_loss: 0.0311766 | Time: 2416.69 ms [2022-03-12 18:10:02 main:574] : INFO : Epoch 1991 | loss: 0.0310901 | val_loss: 0.0311823 | Time: 2575.6 ms [2022-03-12 18:10:05 main:574] : INFO : Epoch 1992 | loss: 0.031093 | val_loss: 0.0311713 | Time: 2396.2 ms [2022-03-12 18:10:07 main:574] : INFO : Epoch 1993 | loss: 0.0310945 | val_loss: 0.031173 | Time: 2641.17 ms [2022-03-12 18:10:10 main:574] : INFO : Epoch 1994 | loss: 0.0310934 | val_loss: 0.0311767 | Time: 2413.7 ms [2022-03-12 18:10:12 main:574] : INFO : Epoch 1995 | loss: 0.0310892 | val_loss: 0.03118 | Time: 2394.44 ms [2022-03-12 18:10:15 main:574] : INFO : Epoch 1996 | loss: 0.0310878 | val_loss: 0.0311814 | Time: 2413.31 ms [2022-03-12 18:10:17 main:574] : INFO : Epoch 1997 | loss: 0.0310921 | val_loss: 0.0311811 | Time: 2568.75 ms [2022-03-12 18:10:20 main:574] : INFO : Epoch 1998 | loss: 0.0310932 | val_loss: 0.0311779 | Time: 2406.99 ms [2022-03-12 18:10:22 main:574] : INFO : Epoch 1999 | loss: 0.0310891 | val_loss: 0.0311896 | Time: 2424.61 ms [2022-03-12 18:10:25 main:574] : INFO : Epoch 2000 | loss: 0.0310904 | val_loss: 0.0311784 | Time: 2419.35 ms [2022-03-12 18:10:27 main:574] : INFO : Epoch 2001 | loss: 0.0310923 | val_loss: 0.0311736 | Time: 2427.17 ms [2022-03-12 18:10:30 main:574] : INFO : Epoch 2002 | loss: 0.0310993 | val_loss: 0.031182 | Time: 2410.48 ms [2022-03-12 18:10:32 main:574] : INFO : Epoch 2003 | loss: 0.0311 | val_loss: 0.0311734 | Time: 2594.03 ms [2022-03-12 18:10:35 main:574] : INFO : Epoch 2004 | loss: 0.0311061 | val_loss: 0.0311744 | Time: 2385.86 ms [2022-03-12 18:10:37 main:574] : INFO : Epoch 2005 | loss: 0.0311009 | val_loss: 0.0311884 | Time: 2502.99 ms [2022-03-12 18:10:40 main:574] : INFO : Epoch 2006 | loss: 0.0310915 | val_loss: 0.0311752 | Time: 2555.14 ms [2022-03-12 18:10:42 main:574] : INFO : Epoch 2007 | loss: 0.0310936 | val_loss: 0.0311839 | Time: 2392.95 ms [2022-03-12 18:10:45 main:574] : INFO : Epoch 2008 | loss: 0.0310933 | val_loss: 0.0311825 | Time: 2620.13 ms [2022-03-12 18:10:48 main:574] : INFO : Epoch 2009 | loss: 0.0310915 | val_loss: 0.0312092 | Time: 2396.47 ms [2022-03-12 18:10:50 main:574] : INFO : Epoch 2010 | loss: 0.0310915 | val_loss: 0.031191 | Time: 2402.14 ms [2022-03-12 18:10:53 main:574] : INFO : Epoch 2011 | loss: 0.0310927 | val_loss: 0.0311761 | Time: 2401.5 ms [2022-03-12 18:10:55 main:574] : INFO : Epoch 2012 | loss: 0.0310919 | val_loss: 0.0311772 | Time: 2410.48 ms [2022-03-12 18:10:57 main:574] : INFO : Epoch 2013 | loss: 0.0310878 | val_loss: 0.0311825 | Time: 2416.48 ms [2022-03-12 18:11:00 main:574] : INFO : Epoch 2014 | loss: 0.0310984 | val_loss: 0.0311811 | Time: 2421.34 ms [2022-03-12 18:11:03 main:574] : INFO : Epoch 2015 | loss: 0.0310973 | val_loss: 0.0311758 | Time: 2588.5 ms [2022-03-12 18:11:05 main:574] : INFO : Epoch 2016 | loss: 0.031092 | val_loss: 0.0311851 | Time: 2426.98 ms [2022-03-12 18:11:08 main:574] : INFO : Epoch 2017 | loss: 0.0310904 | val_loss: 0.0311787 | Time: 2563.94 ms [2022-03-12 18:11:10 main:574] : INFO : Epoch 2018 | loss: 0.0310901 | val_loss: 0.0311752 | Time: 2569.84 ms [2022-03-12 18:11:13 main:574] : INFO : Epoch 2019 | loss: 0.0310955 | val_loss: 0.03119 | Time: 2408.17 ms [2022-03-12 18:11:15 main:574] : INFO : Epoch 2020 | loss: 0.0310947 | val_loss: 0.0311851 | Time: 2407.17 ms [2022-03-12 18:11:18 main:574] : INFO : Epoch 2021 | loss: 0.0310877 | val_loss: 0.0311762 | Time: 2410.94 ms [2022-03-12 18:11:20 main:574] : INFO : Epoch 2022 | loss: 0.0310873 | val_loss: 0.0311922 | Time: 2405.08 ms [2022-03-12 18:11:23 main:574] : INFO : Epoch 2023 | loss: 0.0310906 | val_loss: 0.0311792 | Time: 2394.06 ms [2022-03-12 18:11:25 main:574] : INFO : Epoch 2024 | loss: 0.0310905 | val_loss: 0.0311764 | Time: 2518.85 ms [2022-03-12 18:11:28 main:574] : INFO : Epoch 2025 | loss: 0.0310887 | val_loss: 0.0311821 | Time: 2398.53 ms [2022-03-12 18:11:30 main:574] : INFO : Epoch 2026 | loss: 0.0311001 | val_loss: 0.0311732 | Time: 2408.79 ms [2022-03-12 18:11:33 main:574] : INFO : Epoch 2027 | loss: 0.0310972 | val_loss: 0.0311963 | Time: 2533.35 ms [2022-03-12 18:11:35 main:574] : INFO : Epoch 2028 | loss: 0.0310934 | val_loss: 0.031178 | Time: 2398.75 ms [2022-03-12 18:11:38 main:574] : INFO : Epoch 2029 | loss: 0.0310887 | val_loss: 0.0311863 | Time: 2409.25 ms [2022-03-12 18:11:40 main:574] : INFO : Epoch 2030 | loss: 0.031089 | val_loss: 0.0311718 | Time: 2397.01 ms [2022-03-12 18:11:43 main:574] : INFO : Epoch 2031 | loss: 0.0310904 | val_loss: 0.0311719 | Time: 2586.28 ms [2022-03-12 18:11:45 main:574] : INFO : Epoch 2032 | loss: 0.0310895 | val_loss: 0.0311871 | Time: 2388.26 ms [2022-03-12 18:11:48 main:574] : INFO : Epoch 2033 | loss: 0.0310883 | val_loss: 0.0311815 | Time: 2395.13 ms [2022-03-12 18:11:50 main:574] : INFO : Epoch 2034 | loss: 0.0310854 | val_loss: 0.0311787 | Time: 2392.84 ms [2022-03-12 18:11:53 main:574] : INFO : Epoch 2035 | loss: 0.0310858 | val_loss: 0.0311963 | Time: 2619.6 ms [2022-03-12 18:11:55 main:574] : INFO : Epoch 2036 | loss: 0.0310868 | val_loss: 0.0311834 | Time: 2394.53 ms [2022-03-12 18:11:58 main:574] : INFO : Epoch 2037 | loss: 0.0310867 | val_loss: 0.0311788 | Time: 2601.29 ms [2022-03-12 18:12:00 main:574] : INFO : Epoch 2038 | loss: 0.0310867 | val_loss: 0.0311797 | Time: 2395.8 ms [2022-03-12 18:12:03 main:574] : INFO : Epoch 2039 | loss: 0.0310849 | val_loss: 0.0311936 | Time: 2415.75 ms [2022-03-12 18:12:05 main:574] : INFO : Epoch 2040 | loss: 0.0310878 | val_loss: 0.0311896 | Time: 2423.42 ms [2022-03-12 18:12:08 main:574] : INFO : Epoch 2041 | loss: 0.0310868 | val_loss: 0.0311862 | Time: 2545.38 ms [2022-03-12 18:12:11 main:574] : INFO : Epoch 2042 | loss: 0.0310836 | val_loss: 0.0311835 | Time: 2412.7 ms [2022-03-12 18:12:13 main:574] : INFO : Epoch 2043 | loss: 0.0310817 | val_loss: 0.0311806 | Time: 2500.61 ms [2022-03-12 18:12:16 main:574] : INFO : Epoch 2044 | loss: 0.0310834 | val_loss: 0.0311875 | Time: 2406.12 ms [2022-03-12 18:12:18 main:574] : INFO : Epoch 2045 | loss: 0.0310815 | val_loss: 0.0311869 | Time: 2403.04 ms [2022-03-12 18:12:20 main:574] : INFO : Epoch 2046 | loss: 0.0310851 | val_loss: 0.0311877 | Time: 2400.17 ms [2022-03-12 18:12:23 main:574] : INFO : Epoch 2047 | loss: 0.0310834 | val_loss: 0.031186 | Time: 2526.9 ms [2022-03-12 18:12:26 main:574] : INFO : Epoch 2048 | loss: 0.0310886 | val_loss: 0.0311838 | Time: 2400.58 ms [2022-03-12 18:12:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311838 [2022-03-12 18:12:26 main:603] : INFO : Saving end state to config to file [2022-03-12 18:12:26 main:608] : INFO : Success, exiting.. 18:12:26 (14012): 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)