Task 13802817
| Name | ParityModified-1647047229-10967-2-0_0 |
| Workunit | 10886369 |
| Created | 26 Mar 2022, 14:03:14 UTC |
| Sent | 31 Mar 2022, 18:42:58 UTC |
| Report deadline | 8 Apr 2022, 18:42:58 UTC |
| Received | 4 Apr 2022, 0:55:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9953 |
| Run time | 1 hours 18 min 40 sec |
| CPU time | 1 hours 3 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.89 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 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 1594 | loss: 0.0311469 | val_loss: 0.0311619 | Time: 2218.74 ms
[2022-04-03 17:33:39 main:574] : INFO : Epoch 1595 | loss: 0.0311459 | val_loss: 0.0311555 | Time: 2280.12 ms
[2022-04-03 17:33:41 main:574] : INFO : Epoch 1596 | loss: 0.0311454 | val_loss: 0.0311626 | Time: 2261.81 ms
[2022-04-03 17:33:44 main:574] : INFO : Epoch 1597 | loss: 0.0311456 | val_loss: 0.0311561 | Time: 2519.88 ms
[2022-04-03 17:33:46 main:574] : INFO : Epoch 1598 | loss: 0.0311456 | val_loss: 0.0311567 | Time: 2288.59 ms
[2022-04-03 17:33:49 main:574] : INFO : Epoch 1599 | loss: 0.0311442 | val_loss: 0.031157 | Time: 2249.39 ms
[2022-04-03 17:33:51 main:574] : INFO : Epoch 1600 | loss: 0.0311428 | val_loss: 0.0311555 | Time: 2449.18 ms
[2022-04-03 17:33:53 main:574] : INFO : Epoch 1601 | loss: 0.0311447 | val_loss: 0.0311604 | Time: 2349.37 ms
[2022-04-03 17:33:56 main:574] : INFO : Epoch 1602 | loss: 0.0311459 | val_loss: 0.0311632 | Time: 2706.76 ms
[2022-04-03 17:33:59 main:574] : INFO : Epoch 1603 | loss: 0.0311443 | val_loss: 0.0311626 | Time: 2749.74 ms
[2022-04-03 17:34:01 main:574] : INFO : Epoch 1604 | loss: 0.0311455 | val_loss: 0.0311555 | Time: 2303.13 ms
[2022-04-03 17:34:03 main:574] : INFO : Epoch 1605 | loss: 0.0311475 | val_loss: 0.0311616 | Time: 2204.98 ms
[2022-04-03 17:34:06 main:574] : INFO : Epoch 1606 | loss: 0.0311475 | val_loss: 0.0311615 | Time: 2257.32 ms
[2022-04-03 17:34:08 main:574] : INFO : Epoch 1607 | loss: 0.0311462 | val_loss: 0.0311623 | Time: 2239.56 ms
[2022-04-03 17:34:10 main:574] : INFO : Epoch 1608 | loss: 0.0311438 | val_loss: 0.0311648 | Time: 2262.56 ms
[2022-04-03 17:34:13 main:574] : INFO : Epoch 1609 | loss: 0.0311441 | val_loss: 0.0311602 | Time: 2241.41 ms
[2022-04-03 17:34:15 main:574] : INFO : Epoch 1610 | loss: 0.0311422 | val_loss: 0.0311601 | Time: 2283.54 ms
[2022-04-03 17:34:17 main:574] : INFO : Epoch 1611 | loss: 0.0311405 | val_loss: 0.0311622 | Time: 2480.58 ms
[2022-04-03 17:34:20 main:574] : INFO : Epoch 1612 | loss: 0.0311385 | val_loss: 0.0311637 | Time: 2309.88 ms
[2022-04-03 17:34:22 main:574] : INFO : Epoch 1613 | loss: 0.0311382 | val_loss: 0.0311631 | Time: 2440.96 ms
[2022-04-03 17:34:25 main:574] : INFO : Epoch 1614 | loss: 0.0311397 | val_loss: 0.0311617 | Time: 2281.66 ms
[2022-04-03 17:34:27 main:574] : INFO : Epoch 1615 | loss: 0.0311396 | val_loss: 0.0311556 | Time: 2171.81 ms
[2022-04-03 17:34:29 main:574] : INFO : Epoch 1616 | loss: 0.0311418 | val_loss: 0.0311574 | Time: 2229.23 ms
[2022-04-03 17:34:31 main:574] : INFO : Epoch 1617 | loss: 0.0311395 | val_loss: 0.0311584 | Time: 2232.25 ms
[2022-04-03 17:34:34 main:574] : INFO : Epoch 1618 | loss: 0.031143 | val_loss: 0.0311718 | Time: 2294.41 ms
[2022-04-03 17:34:36 main:574] : INFO : Epoch 1619 | loss: 0.0311536 | val_loss: 0.0311665 | Time: 2175.24 ms
[2022-04-03 17:34:38 main:574] : INFO : Epoch 1620 | loss: 0.0311505 | val_loss: 0.0311658 | Time: 2340.74 ms
[2022-04-03 17:34:40 main:574] : INFO : Epoch 1621 | loss: 0.0311483 | val_loss: 0.0311684 | Time: 2319.83 ms
[2022-04-03 17:34:43 main:574] : INFO : Epoch 1622 | loss: 0.0311436 | val_loss: 0.0311571 | Time: 2280.74 ms
[2022-04-03 17:34:45 main:574] : INFO : Epoch 1623 | loss: 0.0311405 | val_loss: 0.031158 | Time: 2531.57 ms
[2022-04-03 17:34:48 main:574] : INFO : Epoch 1624 | loss: 0.0311407 | val_loss: 0.03116 | Time: 2258.21 ms
[2022-04-03 17:34:50 main:574] : INFO : Epoch 1625 | loss: 0.0311396 | val_loss: 0.0311581 | Time: 2264.82 ms
[2022-04-03 17:34:52 main:574] : INFO : Epoch 1626 | loss: 0.0311386 | val_loss: 0.0311571 | Time: 2249.71 ms
[2022-04-03 17:34:55 main:574] : INFO : Epoch 1627 | loss: 0.0311385 | val_loss: 0.0311611 | Time: 2313.36 ms
[2022-04-03 17:34:57 main:574] : INFO : Epoch 1628 | loss: 0.0311364 | val_loss: 0.0311609 | Time: 2252.82 ms
[2022-04-03 17:34:59 main:574] : INFO : Epoch 1629 | loss: 0.0311363 | val_loss: 0.031159 | Time: 2246.81 ms
[2022-04-03 17:35:01 main:574] : INFO : Epoch 1630 | loss: 0.0311352 | val_loss: 0.031158 | Time: 2295.88 ms
[2022-04-03 17:35:04 main:574] : INFO : Epoch 1631 | loss: 0.0311352 | val_loss: 0.0311633 | Time: 2241.9 ms
[2022-04-03 17:35:06 main:574] : INFO : Epoch 1632 | loss: 0.0311354 | val_loss: 0.0311672 | Time: 2188.7 ms
[2022-04-03 17:35:08 main:574] : INFO : Epoch 1633 | loss: 0.0311392 | val_loss: 0.0311588 | Time: 2236.3 ms
[2022-04-03 17:35:10 main:574] : INFO : Epoch 1634 | loss: 0.0311367 | val_loss: 0.0311687 | Time: 2265.09 ms
[2022-04-03 17:35:13 main:574] : INFO : Epoch 1635 | loss: 0.0311405 | val_loss: 0.0311578 | Time: 2311.68 ms
[2022-04-03 17:35:15 main:574] : INFO : Epoch 1636 | loss: 0.0311376 | val_loss: 0.0311593 | Time: 2292.48 ms
[2022-04-03 17:35:17 main:574] : INFO : Epoch 1637 | loss: 0.0311361 | val_loss: 0.0311634 | Time: 2319.12 ms
[2022-04-03 17:35:20 main:574] : INFO : Epoch 1638 | loss: 0.0311375 | val_loss: 0.0311782 | Time: 2251.04 ms
[2022-04-03 17:35:22 main:574] : INFO : Epoch 1639 | loss: 0.031143 | val_loss: 0.0311686 | Time: 2140.94 ms
[2022-04-03 17:35:24 main:574] : INFO : Epoch 1640 | loss: 0.0311516 | val_loss: 0.0311769 | Time: 2200.48 ms
[2022-04-03 17:35:26 main:574] : INFO : Epoch 1641 | loss: 0.0311453 | val_loss: 0.0311696 | Time: 2233.08 ms
[2022-04-03 17:35:29 main:574] : INFO : Epoch 1642 | loss: 0.0311375 | val_loss: 0.031169 | Time: 2251.99 ms
[2022-04-03 17:35:31 main:574] : INFO : Epoch 1643 | loss: 0.0311362 | val_loss: 0.0311628 | Time: 2271.98 ms
[2022-04-03 17:35:33 main:574] : INFO : Epoch 1644 | loss: 0.0311361 | val_loss: 0.0311613 | Time: 2245.97 ms
[2022-04-03 17:35:35 main:574] : INFO : Epoch 1645 | loss: 0.0311358 | val_loss: 0.0311599 | Time: 2243.96 ms
[2022-04-03 17:35:38 main:574] : INFO : Epoch 1646 | loss: 0.0311392 | val_loss: 0.031161 | Time: 2184.62 ms
[2022-04-03 17:35:40 main:574] : INFO : Epoch 1647 | loss: 0.0311386 | val_loss: 0.0311576 | Time: 2259.92 ms
[2022-04-03 17:35:42 main:574] : INFO : Epoch 1648 | loss: 0.0311389 | val_loss: 0.0311582 | Time: 2247.05 ms
[2022-04-03 17:35:45 main:574] : INFO : Epoch 1649 | loss: 0.031138 | val_loss: 0.0311589 | Time: 2400.92 ms
[2022-04-03 17:35:47 main:574] : INFO : Epoch 1650 | loss: 0.0311375 | val_loss: 0.0311626 | Time: 2607.32 ms
[2022-04-03 17:35:50 main:574] : INFO : Epoch 1651 | loss: 0.0311403 | val_loss: 0.0311604 | Time: 2640.29 ms
[2022-04-03 17:35:52 main:574] : INFO : Epoch 1652 | loss: 0.0311409 | val_loss: 0.0311618 | Time: 2541.97 ms
[2022-04-03 17:35:55 main:574] : INFO : Epoch 1653 | loss: 0.0311412 | val_loss: 0.0311663 | Time: 2295.69 ms
[2022-04-03 17:35:57 main:574] : INFO : Epoch 1654 | loss: 0.0311405 | val_loss: 0.0311563 | Time: 2248.6 ms
[2022-04-03 17:35:59 main:574] : INFO : Epoch 1655 | loss: 0.0311402 | val_loss: 0.0311594 | Time: 2241.85 ms
[2022-04-03 17:36:02 main:574] : INFO : Epoch 1656 | loss: 0.0311399 | val_loss: 0.031159 | Time: 2248.48 ms
[2022-04-03 17:36:04 main:574] : INFO : Epoch 1657 | loss: 0.0311418 | val_loss: 0.0311577 | Time: 2219.65 ms
[2022-04-03 17:36:06 main:574] : INFO : Epoch 1658 | loss: 0.0311397 | val_loss: 0.031165 | Time: 2224.73 ms
[2022-04-03 17:36:08 main:574] : INFO : Epoch 1659 | loss: 0.0311403 | val_loss: 0.03116 | Time: 2224.06 ms
[2022-04-03 17:36:11 main:574] : INFO : Epoch 1660 | loss: 0.03114 | val_loss: 0.0311598 | Time: 2200.1 ms
[2022-04-03 17:36:13 main:574] : INFO : Epoch 1661 | loss: 0.0311397 | val_loss: 0.0311638 | Time: 2457.65 ms
[2022-04-03 17:36:16 main:574] : INFO : Epoch 1662 | loss: 0.0311404 | val_loss: 0.0311604 | Time: 2683.28 ms
[2022-04-03 17:36:18 main:574] : INFO : Epoch 1663 | loss: 0.0311405 | val_loss: 0.0311581 | Time: 2567.14 ms
[2022-04-03 17:36:21 main:574] : INFO : Epoch 1664 | loss: 0.0311388 | val_loss: 0.031165 | Time: 2238.9 ms
[2022-04-03 17:36:23 main:574] : INFO : Epoch 1665 | loss: 0.0311416 | val_loss: 0.0311612 | Time: 2238.9 ms
[2022-04-03 17:36:25 main:574] : INFO : Epoch 1666 | loss: 0.0311404 | val_loss: 0.031159 | Time: 2196.09 ms
[2022-04-03 17:36:27 main:574] : INFO : Epoch 1667 | loss: 0.0311401 | val_loss: 0.0311662 | Time: 2267.6 ms
[2022-04-03 17:36:30 main:574] : INFO : Epoch 1668 | loss: 0.0311424 | val_loss: 0.0311618 | Time: 2215.94 ms
[2022-04-03 17:36:32 main:574] : INFO : Epoch 1669 | loss: 0.0311459 | val_loss: 0.0311589 | Time: 2259.09 ms
[2022-04-03 17:36:34 main:574] : INFO : Epoch 1670 | loss: 0.0311463 | val_loss: 0.031167 | Time: 2438.87 ms
[2022-04-03 17:36:37 main:574] : INFO : Epoch 1671 | loss: 0.0311443 | val_loss: 0.0311604 | Time: 2264.26 ms
[2022-04-03 17:36:39 main:574] : INFO : Epoch 1672 | loss: 0.0311435 | val_loss: 0.0311625 | Time: 2238.24 ms
[2022-04-03 17:36:41 main:574] : INFO : Epoch 1673 | loss: 0.0311471 | val_loss: 0.0311643 | Time: 2391.44 ms
[2022-04-03 17:36:44 main:574] : INFO : Epoch 1674 | loss: 0.031143 | val_loss: 0.0311736 | Time: 2501.97 ms
[2022-04-03 17:36:46 main:574] : INFO : Epoch 1675 | loss: 0.0311447 | val_loss: 0.0311615 | Time: 2297.29 ms
[2022-04-03 17:36:48 main:574] : INFO : Epoch 1676 | loss: 0.0311485 | val_loss: 0.031162 | Time: 2282.13 ms
[2022-04-03 17:36:51 main:574] : INFO : Epoch 1677 | loss: 0.0311473 | val_loss: 0.0311621 | Time: 2242.53 ms
[2022-04-03 17:36:53 main:574] : INFO : Epoch 1678 | loss: 0.0311474 | val_loss: 0.0311584 | Time: 2227.45 ms
[2022-04-03 17:36:55 main:574] : INFO : Epoch 1679 | loss: 0.0311456 | val_loss: 0.0311636 | Time: 2172.09 ms
[2022-04-03 17:36:57 main:574] : INFO : Epoch 1680 | loss: 0.0311433 | val_loss: 0.0311634 | Time: 2169.56 ms
[2022-04-03 17:37:00 main:574] : INFO : Epoch 1681 | loss: 0.031146 | val_loss: 0.0311663 | Time: 2232.08 ms
[2022-04-03 17:37:02 main:574] : INFO : Epoch 1682 | loss: 0.0311513 | val_loss: 0.0311681 | Time: 2210.83 ms
[2022-04-03 17:37:04 main:574] : INFO : Epoch 1683 | loss: 0.0311476 | val_loss: 0.0311626 | Time: 2167.27 ms
[2022-04-03 17:37:06 main:574] : INFO : Epoch 1684 | loss: 0.0311451 | val_loss: 0.0311665 | Time: 2122.26 ms
[2022-04-03 17:37:09 main:574] : INFO : Epoch 1685 | loss: 0.0311457 | val_loss: 0.0311615 | Time: 2203.11 ms
[2022-04-03 17:37:11 main:574] : INFO : Epoch 1686 | loss: 0.031142 | val_loss: 0.0311602 | Time: 2292.33 ms
[2022-04-03 17:37:13 main:574] : INFO : Epoch 1687 | loss: 0.0311411 | val_loss: 0.0311644 | Time: 2372.32 ms
[2022-04-03 17:37:16 main:574] : INFO : Epoch 1688 | loss: 0.0311442 | val_loss: 0.0311644 | Time: 2442.38 ms
[2022-04-03 17:37:18 main:574] : INFO : Epoch 1689 | loss: 0.0311449 | val_loss: 0.0311672 | Time: 2154.72 ms
[2022-04-03 17:37:20 main:574] : INFO : Epoch 1690 | loss: 0.0311403 | val_loss: 0.0311599 | Time: 2259.71 ms
[2022-04-03 17:37:22 main:574] : INFO : Epoch 1691 | loss: 0.0311402 | val_loss: 0.0311654 | Time: 2229.88 ms
[2022-04-03 17:37:25 main:574] : INFO : Epoch 1692 | loss: 0.031144 | val_loss: 0.0311651 | Time: 2504.65 ms
[2022-04-03 17:37:27 main:574] : INFO : Epoch 1693 | loss: 0.031143 | val_loss: 0.0311609 | Time: 2269.18 ms
[2022-04-03 17:37:30 main:574] : INFO : Epoch 1694 | loss: 0.0311403 | val_loss: 0.0311687 | Time: 2238.29 ms
[2022-04-03 17:37:32 main:574] : INFO : Epoch 1695 | loss: 0.0311411 | val_loss: 0.0311634 | Time: 2229.98 ms
[2022-04-03 17:37:34 main:574] : INFO : Epoch 1696 | loss: 0.0311422 | val_loss: 0.0311646 | Time: 2212.95 ms
[2022-04-03 17:37:36 main:574] : INFO : Epoch 1697 | loss: 0.0311432 | val_loss: 0.0311596 | Time: 2113.58 ms
[2022-04-03 17:37:39 main:574] : INFO : Epoch 1698 | loss: 0.0311422 | val_loss: 0.0311622 | Time: 2343.41 ms
[2022-04-03 17:37:41 main:574] : INFO : Epoch 1699 | loss: 0.0311432 | val_loss: 0.0311616 | Time: 2269.67 ms
[2022-04-03 17:37:43 main:574] : INFO : Epoch 1700 | loss: 0.0311436 | val_loss: 0.031161 | Time: 2271.73 ms
[2022-04-03 17:37:46 main:574] : INFO : Epoch 1701 | loss: 0.0311429 | val_loss: 0.0311591 | Time: 2713.55 ms
[2022-04-03 17:37:48 main:574] : INFO : Epoch 1702 | loss: 0.0311448 | val_loss: 0.0311616 | Time: 2288.71 ms
[2022-04-03 17:37:51 main:574] : INFO : Epoch 1703 | loss: 0.0311428 | val_loss: 0.0311701 | Time: 2287.85 ms
[2022-04-03 17:37:53 main:574] : INFO : Epoch 1704 | loss: 0.0311428 | val_loss: 0.0311644 | Time: 2209.24 ms
[2022-04-03 17:37:55 main:574] : INFO : Epoch 1705 | loss: 0.0311447 | val_loss: 0.0311599 | Time: 2240.42 ms
[2022-04-03 17:37:57 main:574] : INFO : Epoch 1706 | loss: 0.0311414 | val_loss: 0.0311626 | Time: 2400.58 ms
[2022-04-03 17:38:00 main:574] : INFO : Epoch 1707 | loss: 0.0311395 | val_loss: 0.0311634 | Time: 2256.2 ms
[2022-04-03 17:38:02 main:574] : INFO : Epoch 1708 | loss: 0.0311416 | val_loss: 0.0311622 | Time: 2321.43 ms
[2022-04-03 17:38:04 main:574] : INFO : Epoch 1709 | loss: 0.0311422 | val_loss: 0.0311653 | Time: 2230.59 ms
[2022-04-03 17:38:07 main:574] : INFO : Epoch 1710 | loss: 0.0311438 | val_loss: 0.0311692 | Time: 2245.7 ms
[2022-04-03 17:38:09 main:574] : INFO : Epoch 1711 | loss: 0.0311435 | val_loss: 0.031164 | Time: 2297.18 ms
[2022-04-03 17:38:11 main:574] : INFO : Epoch 1712 | loss: 0.0311405 | val_loss: 0.0311591 | Time: 2287.83 ms
[2022-04-03 17:38:13 main:574] : INFO : Epoch 1713 | loss: 0.0311383 | val_loss: 0.0311595 | Time: 2204.29 ms
[2022-04-03 17:38:16 main:574] : INFO : Epoch 1714 | loss: 0.0311363 | val_loss: 0.0311628 | Time: 2274.24 ms
[2022-04-03 17:38:18 main:574] : INFO : Epoch 1715 | loss: 0.031137 | val_loss: 0.0311607 | Time: 2230.24 ms
[2022-04-03 17:38:20 main:574] : INFO : Epoch 1716 | loss: 0.0311365 | val_loss: 0.0311627 | Time: 2108.08 ms
[2022-04-03 17:38:23 main:574] : INFO : Epoch 1717 | loss: 0.0311362 | val_loss: 0.0311577 | Time: 2334.94 ms
[2022-04-03 17:38:25 main:574] : INFO : Epoch 1718 | loss: 0.0311361 | val_loss: 0.0311593 | Time: 2217.32 ms
[2022-04-03 17:38:27 main:574] : INFO : Epoch 1719 | loss: 0.0311379 | val_loss: 0.0311614 | Time: 2280.45 ms
[2022-04-03 17:38:29 main:574] : INFO : Epoch 1720 | loss: 0.0311386 | val_loss: 0.0311578 | Time: 2230.43 ms
[2022-04-03 17:38:32 main:574] : INFO : Epoch 1721 | loss: 0.0311437 | val_loss: 0.0311649 | Time: 2197.48 ms
[2022-04-03 17:38:34 main:574] : INFO : Epoch 1722 | loss: 0.031142 | val_loss: 0.03116 | Time: 2198.7 ms
[2022-04-03 17:38:36 main:574] : INFO : Epoch 1723 | loss: 0.0311386 | val_loss: 0.0311547 | Time: 2242.36 ms
[2022-04-03 17:38:38 main:574] : INFO : Epoch 1724 | loss: 0.0311371 | val_loss: 0.031159 | Time: 2183.24 ms
[2022-04-03 17:38:41 main:574] : INFO : Epoch 1725 | loss: 0.0311405 | val_loss: 0.0311593 | Time: 2209.85 ms
[2022-04-03 17:38:43 main:574] : INFO : Epoch 1726 | loss: 0.0311388 | val_loss: 0.031158 | Time: 2255.28 ms
[2022-04-03 17:38:46 main:574] : INFO : Epoch 1727 | loss: 0.0311409 | val_loss: 0.0311664 | Time: 2649.82 ms
[2022-04-03 17:38:48 main:574] : INFO : Epoch 1728 | loss: 0.0311405 | val_loss: 0.0311625 | Time: 2256 ms
[2022-04-03 17:38:50 main:574] : INFO : Epoch 1729 | loss: 0.0311422 | val_loss: 0.0311632 | Time: 2208.65 ms
[2022-04-03 17:38:52 main:574] : INFO : Epoch 1730 | loss: 0.0311423 | val_loss: 0.03116 | Time: 2227.37 ms
[2022-04-03 17:38:55 main:574] : INFO : Epoch 1731 | loss: 0.0311394 | val_loss: 0.0311578 | Time: 2276.11 ms
[2022-04-03 17:38:57 main:574] : INFO : Epoch 1732 | loss: 0.03114 | val_loss: 0.0311585 | Time: 2246.06 ms
[2022-04-03 17:38:59 main:574] : INFO : Epoch 1733 | loss: 0.0311377 | val_loss: 0.0311538 | Time: 2271.23 ms
[2022-04-03 17:39:02 main:574] : INFO : Epoch 1734 | loss: 0.0311427 | val_loss: 0.0311613 | Time: 2394.95 ms
[2022-04-03 17:39:04 main:574] : INFO : Epoch 1735 | loss: 0.0311499 | val_loss: 0.0311594 | Time: 2283.3 ms
[2022-04-03 17:39:06 main:574] : INFO : Epoch 1736 | loss: 0.0311435 | val_loss: 0.0311565 | Time: 2280.21 ms
[2022-04-03 17:39:09 main:574] : INFO : Epoch 1737 | loss: 0.0311404 | val_loss: 0.0311624 | Time: 2392.85 ms
[2022-04-03 17:39:11 main:574] : INFO : Epoch 1738 | loss: 0.031142 | val_loss: 0.0311544 | Time: 2206.4 ms
[2022-04-03 17:39:13 main:574] : INFO : Epoch 1739 | loss: 0.031139 | val_loss: 0.0311531 | Time: 2256.81 ms
[2022-04-03 17:39:15 main:574] : INFO : Epoch 1740 | loss: 0.0311372 | val_loss: 0.0311564 | Time: 2305.99 ms
[2022-04-03 17:39:18 main:574] : INFO : Epoch 1741 | loss: 0.031137 | val_loss: 0.0311561 | Time: 2241.29 ms
[2022-04-03 17:39:20 main:574] : INFO : Epoch 1742 | loss: 0.0311393 | val_loss: 0.031163 | Time: 2234.6 ms
[2022-04-03 17:39:23 main:574] : INFO : Epoch 1743 | loss: 0.0311551 | val_loss: 0.0311653 | Time: 2488.1 ms
[2022-04-03 17:39:25 main:574] : INFO : Epoch 1744 | loss: 0.0311576 | val_loss: 0.0311648 | Time: 2206.18 ms
[2022-04-03 17:39:27 main:574] : INFO : Epoch 1745 | loss: 0.0311534 | val_loss: 0.0311602 | Time: 2197.07 ms
[2022-04-03 17:39:29 main:574] : INFO : Epoch 1746 | loss: 0.0311512 | val_loss: 0.0311603 | Time: 2215.33 ms
[2022-04-03 17:39:32 main:574] : INFO : Epoch 1747 | loss: 0.0311529 | val_loss: 0.0311713 | Time: 2275.52 ms
[2022-04-03 17:39:34 main:574] : INFO : Epoch 1748 | loss: 0.0311557 | val_loss: 0.0311635 | Time: 2195.08 ms
[2022-04-03 17:39:36 main:574] : INFO : Epoch 1749 | loss: 0.0311534 | val_loss: 0.0311601 | Time: 2287.82 ms
[2022-04-03 17:39:38 main:574] : INFO : Epoch 1750 | loss: 0.0311515 | val_loss: 0.0311595 | Time: 2118.95 ms
[2022-04-03 17:39:41 main:574] : INFO : Epoch 1751 | loss: 0.031147 | val_loss: 0.0311582 | Time: 2229.7 ms
[2022-04-03 17:39:43 main:574] : INFO : Epoch 1752 | loss: 0.0311485 | val_loss: 0.0311592 | Time: 2281.68 ms
[2022-04-03 17:39:45 main:574] : INFO : Epoch 1753 | loss: 0.0311487 | val_loss: 0.0311639 | Time: 2498.59 ms
[2022-04-03 17:39:48 main:574] : INFO : Epoch 1754 | loss: 0.0311478 | val_loss: 0.031162 | Time: 2254.18 ms
[2022-04-03 17:39:50 main:574] : INFO : Epoch 1755 | loss: 0.0311468 | val_loss: 0.0311611 | Time: 2187.34 ms
[2022-04-03 17:39:52 main:574] : INFO : Epoch 1756 | loss: 0.0311457 | val_loss: 0.0311595 | Time: 2315.67 ms
[2022-04-03 17:39:54 main:574] : INFO : Epoch 1757 | loss: 0.0311452 | val_loss: 0.0311622 | Time: 2217.04 ms
[2022-04-03 17:39:57 main:574] : INFO : Epoch 1758 | loss: 0.0311454 | val_loss: 0.0311604 | Time: 2447.4 ms
[2022-04-03 17:39:59 main:574] : INFO : Epoch 1759 | loss: 0.031143 | val_loss: 0.0311608 | Time: 2332.64 ms
[2022-04-03 17:40:02 main:574] : INFO : Epoch 1760 | loss: 0.0311435 | val_loss: 0.0311628 | Time: 2344.89 ms
[2022-04-03 17:40:04 main:574] : INFO : Epoch 1761 | loss: 0.0311438 | val_loss: 0.0311601 | Time: 2219.38 ms
[2022-04-03 17:40:06 main:574] : INFO : Epoch 1762 | loss: 0.0311431 | val_loss: 0.0311597 | Time: 2300.83 ms
[2022-04-03 17:40:09 main:574] : INFO : Epoch 1763 | loss: 0.0311428 | val_loss: 0.031161 | Time: 2234.67 ms
[2022-04-03 17:40:11 main:574] : INFO : Epoch 1764 | loss: 0.0311432 | val_loss: 0.031161 | Time: 2213.66 ms
[2022-04-03 17:40:13 main:574] : INFO : Epoch 1765 | loss: 0.031143 | val_loss: 0.0311572 | Time: 2250.28 ms
[2022-04-03 17:40:15 main:574] : INFO : Epoch 1766 | loss: 0.0311436 | val_loss: 0.0311595 | Time: 2341.11 ms
[2022-04-03 17:40:18 main:574] : INFO : Epoch 1767 | loss: 0.0311448 | val_loss: 0.0311574 | Time: 2242.46 ms
[2022-04-03 17:40:20 main:574] : INFO : Epoch 1768 | loss: 0.0311441 | val_loss: 0.0311579 | Time: 2183.68 ms
[2022-04-03 17:40:22 main:574] : INFO : Epoch 1769 | loss: 0.0311418 | val_loss: 0.0311582 | Time: 2334.95 ms
[2022-04-03 17:40:24 main:574] : INFO : Epoch 1770 | loss: 0.0311424 | val_loss: 0.0311637 | Time: 2216.76 ms
[2022-04-03 17:40:27 main:574] : INFO : Epoch 1771 | loss: 0.0311445 | val_loss: 0.031163 | Time: 2216.28 ms
[2022-04-03 17:40:29 main:574] : INFO : Epoch 1772 | loss: 0.0311429 | val_loss: 0.0311615 | Time: 2162.06 ms
[2022-04-03 17:40:31 main:574] : INFO : Epoch 1773 | loss: 0.0311417 | val_loss: 0.0311674 | Time: 2200.67 ms
[2022-04-03 17:40:33 main:574] : INFO : Epoch 1774 | loss: 0.0311423 | val_loss: 0.0311645 | Time: 2171.63 ms
[2022-04-03 17:40:36 main:574] : INFO : Epoch 1775 | loss: 0.0311407 | val_loss: 0.0311629 | Time: 2165.33 ms
[2022-04-03 17:40:38 main:574] : INFO : Epoch 1776 | loss: 0.031141 | val_loss: 0.0311613 | Time: 2351.02 ms
[2022-04-03 17:40:40 main:574] : INFO : Epoch 1777 | loss: 0.0311394 | val_loss: 0.0311596 | Time: 2243.21 ms
[2022-04-03 17:40:43 main:574] : INFO : Epoch 1778 | loss: 0.0311399 | val_loss: 0.0311684 | Time: 2289.62 ms
[2022-04-03 17:40:45 main:574] : INFO : Epoch 1779 | loss: 0.0311419 | val_loss: 0.0311658 | Time: 2476.53 ms
[2022-04-03 17:40:47 main:574] : INFO : Epoch 1780 | loss: 0.0311403 | val_loss: 0.0311597 | Time: 2292.03 ms
[2022-04-03 17:40:50 main:574] : INFO : Epoch 1781 | loss: 0.0311425 | val_loss: 0.0311691 | Time: 2221.21 ms
[2022-04-03 17:40:52 main:574] : INFO : Epoch 1782 | loss: 0.0311434 | val_loss: 0.0311698 | Time: 2309.84 ms
[2022-04-03 17:40:54 main:574] : INFO : Epoch 1783 | loss: 0.0311428 | val_loss: 0.0311617 | Time: 2202.34 ms
[2022-04-03 17:40:57 main:574] : INFO : Epoch 1784 | loss: 0.03114 | val_loss: 0.0311599 | Time: 2265.16 ms
[2022-04-03 17:40:59 main:574] : INFO : Epoch 1785 | loss: 0.0311438 | val_loss: 0.0311613 | Time: 2226.71 ms
[2022-04-03 17:41:01 main:574] : INFO : Epoch 1786 | loss: 0.0311456 | val_loss: 0.0311581 | Time: 2328.13 ms
[2022-04-03 17:41:03 main:574] : INFO : Epoch 1787 | loss: 0.0311413 | val_loss: 0.0311579 | Time: 2137.61 ms
[2022-04-03 17:41:06 main:574] : INFO : Epoch 1788 | loss: 0.0311402 | val_loss: 0.0311568 | Time: 2254.87 ms
[2022-04-03 17:41:08 main:574] : INFO : Epoch 1789 | loss: 0.0311399 | val_loss: 0.0311587 | Time: 2277.1 ms
[2022-04-03 17:41:10 main:574] : INFO : Epoch 1790 | loss: 0.0311391 | val_loss: 0.0311559 | Time: 2347.19 ms
[2022-04-03 17:41:13 main:574] : INFO : Epoch 1791 | loss: 0.0311401 | val_loss: 0.0311547 | Time: 2336.18 ms
[2022-04-03 17:41:15 main:574] : INFO : Epoch 1792 | loss: 0.031139 | val_loss: 0.0311576 | Time: 2296.65 ms
[2022-04-03 17:41:17 main:574] : INFO : Epoch 1793 | loss: 0.0311398 | val_loss: 0.0311593 | Time: 2219.77 ms
[2022-04-03 17:41:19 main:574] : INFO : Epoch 1794 | loss: 0.0311413 | val_loss: 0.0311575 | Time: 2178.74 ms
[2022-04-03 17:41:22 main:574] : INFO : Epoch 1795 | loss: 0.0311399 | val_loss: 0.0311557 | Time: 2298.36 ms
[2022-04-03 17:41:24 main:574] : INFO : Epoch 1796 | loss: 0.0311396 | val_loss: 0.0311568 | Time: 2239.95 ms
[2022-04-03 17:41:26 main:574] : INFO : Epoch 1797 | loss: 0.0311387 | val_loss: 0.0311541 | Time: 2264.81 ms
[2022-04-03 17:41:29 main:574] : INFO : Epoch 1798 | loss: 0.0311378 | val_loss: 0.031154 | Time: 2253.51 ms
[2022-04-03 17:41:31 main:574] : INFO : Epoch 1799 | loss: 0.0311373 | val_loss: 0.0311543 | Time: 2289.1 ms
[2022-04-03 17:41:33 main:574] : INFO : Epoch 1800 | loss: 0.0311382 | val_loss: 0.0311587 | Time: 2265.84 ms
[2022-04-03 17:41:35 main:574] : INFO : Epoch 1801 | loss: 0.0311371 | val_loss: 0.0311553 | Time: 2231.52 ms
[2022-04-03 17:41:38 main:574] : INFO : Epoch 1802 | loss: 0.031136 | val_loss: 0.031154 | Time: 2344.52 ms
[2022-04-03 17:41:40 main:574] : INFO : Epoch 1803 | loss: 0.0311355 | val_loss: 0.0311546 | Time: 2278.11 ms
[2022-04-03 17:41:42 main:574] : INFO : Epoch 1804 | loss: 0.0311349 | val_loss: 0.0311581 | Time: 2210.51 ms
[2022-04-03 17:41:45 main:574] : INFO : Epoch 1805 | loss: 0.0311366 | val_loss: 0.0311622 | Time: 2474.27 ms
[2022-04-03 17:41:47 main:574] : INFO : Epoch 1806 | loss: 0.0311397 | val_loss: 0.0311562 | Time: 2253.72 ms
[2022-04-03 17:41:49 main:574] : INFO : Epoch 1807 | loss: 0.0311394 | val_loss: 0.0311561 | Time: 2306.92 ms
[2022-04-03 17:41:52 main:574] : INFO : Epoch 1808 | loss: 0.0311412 | val_loss: 0.031158 | Time: 2289.39 ms
[2022-04-03 17:41:54 main:574] : INFO : Epoch 1809 | loss: 0.0311412 | val_loss: 0.0311573 | Time: 2234.51 ms
[2022-04-03 17:41:56 main:574] : INFO : Epoch 1810 | loss: 0.0311391 | val_loss: 0.0311575 | Time: 2321.03 ms
[2022-04-03 17:41:59 main:574] : INFO : Epoch 1811 | loss: 0.0311376 | val_loss: 0.0311592 | Time: 2282.24 ms
[2022-04-03 17:42:01 main:574] : INFO : Epoch 1812 | loss: 0.0311365 | val_loss: 0.0311567 | Time: 2279.49 ms
[2022-04-03 17:42:03 main:574] : INFO : Epoch 1813 | loss: 0.0311368 | val_loss: 0.0311615 | Time: 2167.85 ms
[2022-04-03 17:42:05 main:574] : INFO : Epoch 1814 | loss: 0.0311357 | val_loss: 0.0311567 | Time: 2282.94 ms
[2022-04-03 17:42:08 main:574] : INFO : Epoch 1815 | loss: 0.0311381 | val_loss: 0.0311619 | Time: 2283.04 ms
[2022-04-03 17:42:10 main:574] : INFO : Epoch 1816 | loss: 0.0311389 | val_loss: 0.031156 | Time: 2224.2 ms
[2022-04-03 17:42:12 main:574] : INFO : Epoch 1817 | loss: 0.0311368 | val_loss: 0.0311566 | Time: 2246.21 ms
[2022-04-03 17:42:15 main:574] : INFO : Epoch 1818 | loss: 0.0311362 | val_loss: 0.031156 | Time: 2377.01 ms
[2022-04-03 17:42:17 main:574] : INFO : Epoch 1819 | loss: 0.0311362 | val_loss: 0.0311602 | Time: 2200.17 ms
[2022-04-03 17:42:19 main:574] : INFO : Epoch 1820 | loss: 0.031137 | val_loss: 0.0311588 | Time: 2159.64 ms
[2022-04-03 17:42:21 main:574] : INFO : Epoch 1821 | loss: 0.0311374 | val_loss: 0.0311557 | Time: 2281.57 ms
[2022-04-03 17:42:24 main:574] : INFO : Epoch 1822 | loss: 0.0311344 | val_loss: 0.0311547 | Time: 2276.51 ms
[2022-04-03 17:42:26 main:574] : INFO : Epoch 1823 | loss: 0.0311341 | val_loss: 0.0311579 | Time: 2286.69 ms
[2022-04-03 17:42:28 main:574] : INFO : Epoch 1824 | loss: 0.0311342 | val_loss: 0.0311529 | Time: 2179.38 ms
[2022-04-03 17:42:30 main:574] : INFO : Epoch 1825 | loss: 0.0311335 | val_loss: 0.0311512 | Time: 2172.49 ms
[2022-04-03 17:42:33 main:574] : INFO : Epoch 1826 | loss: 0.0311358 | val_loss: 0.0311568 | Time: 2210.34 ms
[2022-04-03 17:42:35 main:574] : INFO : Epoch 1827 | loss: 0.0311352 | val_loss: 0.0311552 | Time: 2261.58 ms
[2022-04-03 17:42:37 main:574] : INFO : Epoch 1828 | loss: 0.0311366 | val_loss: 0.0311554 | Time: 2156.53 ms
[2022-04-03 17:42:39 main:574] : INFO : Epoch 1829 | loss: 0.0311363 | val_loss: 0.0311577 | Time: 2272.31 ms
[2022-04-03 17:42:42 main:574] : INFO : Epoch 1830 | loss: 0.0311341 | val_loss: 0.0311538 | Time: 2262.6 ms
[2022-04-03 17:42:44 main:574] : INFO : Epoch 1831 | loss: 0.0311333 | val_loss: 0.0311569 | Time: 2496.36 ms
[2022-04-03 17:42:46 main:574] : INFO : Epoch 1832 | loss: 0.0311351 | val_loss: 0.0311544 | Time: 2282.05 ms
[2022-04-03 17:42:49 main:574] : INFO : Epoch 1833 | loss: 0.0311337 | val_loss: 0.0311533 | Time: 2241.34 ms
[2022-04-03 17:42:51 main:574] : INFO : Epoch 1834 | loss: 0.0311344 | val_loss: 0.0311541 | Time: 2292.39 ms
[2022-04-03 17:42:53 main:574] : INFO : Epoch 1835 | loss: 0.0311344 | val_loss: 0.0311527 | Time: 2244.81 ms
[2022-04-03 17:42:56 main:574] : INFO : Epoch 1836 | loss: 0.0311342 | val_loss: 0.0311523 | Time: 2200.84 ms
[2022-04-03 17:42:58 main:574] : INFO : Epoch 1837 | loss: 0.0311338 | val_loss: 0.0311536 | Time: 2295.08 ms
[2022-04-03 17:43:00 main:574] : INFO : Epoch 1838 | loss: 0.0311345 | val_loss: 0.0311561 | Time: 2287.24 ms
[2022-04-03 17:43:02 main:574] : INFO : Epoch 1839 | loss: 0.0311365 | val_loss: 0.0311525 | Time: 2240.61 ms
[2022-04-03 17:43:05 main:574] : INFO : Epoch 1840 | loss: 0.0311337 | val_loss: 0.0311567 | Time: 2240.05 ms
[2022-04-03 17:43:07 main:574] : INFO : Epoch 1841 | loss: 0.0311358 | val_loss: 0.0311517 | Time: 2275.41 ms
[2022-04-03 17:43:09 main:574] : INFO : Epoch 1842 | loss: 0.0311396 | val_loss: 0.0311897 | Time: 2180.86 ms
[2022-04-03 17:43:12 main:574] : INFO : Epoch 1843 | loss: 0.0324828 | val_loss: 0.0321899 | Time: 2288.42 ms
[2022-04-03 17:43:14 main:574] : INFO : Epoch 1844 | loss: 0.0321761 | val_loss: 0.0316133 | Time: 2221.19 ms
[2022-04-03 17:43:16 main:574] : INFO : Epoch 1845 | loss: 0.0313154 | val_loss: 0.0311814 | Time: 2197.73 ms
[2022-04-03 17:43:18 main:574] : INFO : Epoch 1846 | loss: 0.0311597 | val_loss: 0.0311644 | Time: 2224.66 ms
[2022-04-03 17:43:21 main:574] : INFO : Epoch 1847 | loss: 0.0311392 | val_loss: 0.0311541 | Time: 2237.38 ms
[2022-04-03 17:43:23 main:574] : INFO : Epoch 1848 | loss: 0.0311362 | val_loss: 0.0311547 | Time: 2217.82 ms
[2022-04-03 17:43:25 main:574] : INFO : Epoch 1849 | loss: 0.0311345 | val_loss: 0.0311614 | Time: 2310.13 ms
[2022-04-03 17:43:27 main:574] : INFO : Epoch 1850 | loss: 0.0311363 | val_loss: 0.0311568 | Time: 2213.53 ms
[2022-04-03 17:43:30 main:574] : INFO : Epoch 1851 | loss: 0.031135 | val_loss: 0.0311556 | Time: 2206.08 ms
[2022-04-03 17:43:32 main:574] : INFO : Epoch 1852 | loss: 0.0311338 | val_loss: 0.0311552 | Time: 2218.25 ms
[2022-04-03 17:43:34 main:574] : INFO : Epoch 1853 | loss: 0.0311329 | val_loss: 0.0311572 | Time: 2217.19 ms
[2022-04-03 17:43:36 main:574] : INFO : Epoch 1854 | loss: 0.0311331 | val_loss: 0.0311514 | Time: 2236.79 ms
[2022-04-03 17:43:39 main:574] : INFO : Epoch 1855 | loss: 0.0311324 | val_loss: 0.0311575 | Time: 2289.53 ms
[2022-04-03 17:43:41 main:574] : INFO : Epoch 1856 | loss: 0.0311309 | val_loss: 0.0311564 | Time: 2399.66 ms
[2022-04-03 17:43:44 main:574] : INFO : Epoch 1857 | loss: 0.0311333 | val_loss: 0.0311535 | Time: 2678.98 ms
[2022-04-03 17:43:46 main:574] : INFO : Epoch 1858 | loss: 0.0311336 | val_loss: 0.0311542 | Time: 2266.25 ms
[2022-04-03 17:43:48 main:574] : INFO : Epoch 1859 | loss: 0.0311354 | val_loss: 0.0311594 | Time: 2232.82 ms
[2022-04-03 17:43:51 main:574] : INFO : Epoch 1860 | loss: 0.031137 | val_loss: 0.0311557 | Time: 2380.37 ms
[2022-04-03 17:43:53 main:574] : INFO : Epoch 1861 | loss: 0.0311354 | val_loss: 0.031157 | Time: 2360.1 ms
[2022-04-03 17:43:55 main:574] : INFO : Epoch 1862 | loss: 0.0311351 | val_loss: 0.0311555 | Time: 2226.52 ms
[2022-04-03 17:43:58 main:574] : INFO : Epoch 1863 | loss: 0.0311354 | val_loss: 0.0311599 | Time: 2284.16 ms
[2022-04-03 17:44:00 main:574] : INFO : Epoch 1864 | loss: 0.0311364 | val_loss: 0.0311602 | Time: 2301.97 ms
[2022-04-03 17:44:02 main:574] : INFO : Epoch 1865 | loss: 0.031137 | val_loss: 0.0311553 | Time: 2214.79 ms
[2022-04-03 17:44:05 main:574] : INFO : Epoch 1866 | loss: 0.0311344 | val_loss: 0.0311578 | Time: 2255.2 ms
[2022-04-03 17:44:07 main:574] : INFO : Epoch 1867 | loss: 0.0311334 | val_loss: 0.0311587 | Time: 2294.01 ms
[2022-04-03 17:44:09 main:574] : INFO : Epoch 1868 | loss: 0.031135 | val_loss: 0.031155 | Time: 2362.78 ms
[2022-04-03 17:44:12 main:574] : INFO : Epoch 1869 | loss: 0.0311337 | val_loss: 0.0311558 | Time: 2264.23 ms
[2022-04-03 17:44:14 main:574] : INFO : Epoch 1870 | loss: 0.0311342 | val_loss: 0.0311575 | Time: 2231.21 ms
[2022-04-03 17:44:16 main:574] : INFO : Epoch 1871 | loss: 0.0311357 | val_loss: 0.0311649 | Time: 2205.79 ms
[2022-04-03 17:44:18 main:574] : INFO : Epoch 1872 | loss: 0.0311385 | val_loss: 0.0311566 | Time: 2263.9 ms
[2022-04-03 17:44:21 main:574] : INFO : Epoch 1873 | loss: 0.0311365 | val_loss: 0.0311549 | Time: 2243.32 ms
[2022-04-03 17:44:23 main:574] : INFO : Epoch 1874 | loss: 0.0311352 | val_loss: 0.0311542 | Time: 2295.75 ms
[2022-04-03 17:44:25 main:574] : INFO : Epoch 1875 | loss: 0.0311351 | val_loss: 0.0311538 | Time: 2358.07 ms
[2022-04-03 17:44:28 main:574] : INFO : Epoch 1876 | loss: 0.0311375 | val_loss: 0.0311561 | Time: 2201.09 ms
[2022-04-03 17:44:30 main:574] : INFO : Epoch 1877 | loss: 0.0311346 | val_loss: 0.0311559 | Time: 2183.42 ms
[2022-04-03 17:44:32 main:574] : INFO : Epoch 1878 | loss: 0.0311332 | val_loss: 0.0311557 | Time: 2299.66 ms
[2022-04-03 17:44:34 main:574] : INFO : Epoch 1879 | loss: 0.0311334 | val_loss: 0.0311536 | Time: 2220.69 ms
[2022-04-03 17:44:37 main:574] : INFO : Epoch 1880 | loss: 0.0311372 | val_loss: 0.0311622 | Time: 2282.15 ms
[2022-04-03 17:44:39 main:574] : INFO : Epoch 1881 | loss: 0.0311351 | val_loss: 0.0311562 | Time: 2271.85 ms
[2022-04-03 17:44:41 main:574] : INFO : Epoch 1882 | loss: 0.0311342 | val_loss: 0.0311559 | Time: 2210.17 ms
[2022-04-03 17:44:44 main:574] : INFO : Epoch 1883 | loss: 0.031136 | val_loss: 0.0311563 | Time: 2531.05 ms
[2022-04-03 17:44:46 main:574] : INFO : Epoch 1884 | loss: 0.0311344 | val_loss: 0.0311558 | Time: 2288.82 ms
[2022-04-03 17:44:48 main:574] : INFO : Epoch 1885 | loss: 0.0311335 | val_loss: 0.0311545 | Time: 2161.45 ms
[2022-04-03 17:44:50 main:574] : INFO : Epoch 1886 | loss: 0.031135 | val_loss: 0.0311532 | Time: 2240.17 ms
[2022-04-03 17:44:53 main:574] : INFO : Epoch 1887 | loss: 0.0311325 | val_loss: 0.0311525 | Time: 2289.26 ms
[2022-04-03 17:44:55 main:574] : INFO : Epoch 1888 | loss: 0.0311366 | val_loss: 0.0311548 | Time: 2261.54 ms
[2022-04-03 17:44:57 main:574] : INFO : Epoch 1889 | loss: 0.0311359 | val_loss: 0.031157 | Time: 2174.32 ms
[2022-04-03 17:45:00 main:574] : INFO : Epoch 1890 | loss: 0.0311364 | val_loss: 0.0311573 | Time: 2374.67 ms
[2022-04-03 17:45:02 main:574] : INFO : Epoch 1891 | loss: 0.0311368 | val_loss: 0.0311608 | Time: 2249.9 ms
[2022-04-03 17:45:04 main:574] : INFO : Epoch 1892 | loss: 0.031136 | val_loss: 0.0311561 | Time: 2159.37 ms
[2022-04-03 17:45:06 main:574] : INFO : Epoch 1893 | loss: 0.0311378 | val_loss: 0.0311572 | Time: 2276.06 ms
[2022-04-03 17:45:09 main:574] : INFO : Epoch 1894 | loss: 0.0311394 | val_loss: 0.0311601 | Time: 2126.47 ms
[2022-04-03 17:45:11 main:574] : INFO : Epoch 1895 | loss: 0.0311389 | val_loss: 0.0311522 | Time: 2300.18 ms
[2022-04-03 17:45:13 main:574] : INFO : Epoch 1896 | loss: 0.0311361 | val_loss: 0.0311538 | Time: 2312.51 ms
[2022-04-03 17:45:16 main:574] : INFO : Epoch 1897 | loss: 0.0311357 | val_loss: 0.0311569 | Time: 2249.16 ms
[2022-04-03 17:45:18 main:574] : INFO : Epoch 1898 | loss: 0.0311341 | val_loss: 0.0311581 | Time: 2242.18 ms
[2022-04-03 17:45:20 main:574] : INFO : Epoch 1899 | loss: 0.031135 | val_loss: 0.0311551 | Time: 2295.9 ms
[2022-04-03 17:45:22 main:574] : INFO : Epoch 1900 | loss: 0.0311377 | val_loss: 0.0311586 | Time: 2247.64 ms
[2022-04-03 17:45:25 main:574] : INFO : Epoch 1901 | loss: 0.0311402 | val_loss: 0.031154 | Time: 2393.7 ms
[2022-04-03 17:45:27 main:574] : INFO : Epoch 1902 | loss: 0.0311379 | val_loss: 0.0311579 | Time: 2309.76 ms
[2022-04-03 17:45:29 main:574] : INFO : Epoch 1903 | loss: 0.0311384 | val_loss: 0.0311566 | Time: 2224.63 ms
[2022-04-03 17:45:32 main:574] : INFO : Epoch 1904 | loss: 0.0311366 | val_loss: 0.0311534 | Time: 2290.69 ms
[2022-04-03 17:45:34 main:574] : INFO : Epoch 1905 | loss: 0.0311357 | val_loss: 0.0311555 | Time: 2291.78 ms
[2022-04-03 17:45:36 main:574] : INFO : Epoch 1906 | loss: 0.0311334 | val_loss: 0.0311527 | Time: 2208.98 ms
[2022-04-03 17:45:39 main:574] : INFO : Epoch 1907 | loss: 0.0311322 | val_loss: 0.031152 | Time: 2315.4 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 950)
[2022-04-03 17:49:28 main:435] : INFO : Set logging level to 1
[2022-04-03 17:49:28 main:441] : INFO : Running in BOINC Client mode
[2022-04-03 17:49:28 main:444] : INFO : Resolving all filenames
[2022-04-03 17:49:28 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-04-03 17:49:28 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2022-04-03 17:49:28 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-04-03 17:49:28 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-04-03 17:49:28 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-04-03 17:49:28 main:472] : INFO : Dataset filename: dataset.hdf5
[2022-04-03 17:49:28 main:474] : INFO : Configuration:
[2022-04-03 17:49:28 main:475] : INFO : Model type: GRU
[2022-04-03 17:49:28 main:476] : INFO : Validation Loss Threshold: 0.0001
[2022-04-03 17:49:28 main:477] : INFO : Max Epochs: 2048
[2022-04-03 17:49:28 main:478] : INFO : Batch Size: 128
[2022-04-03 17:49:28 main:479] : INFO : Learning Rate: 0.01
[2022-04-03 17:49:28 main:480] : INFO : Patience: 10
[2022-04-03 17:49:28 main:481] : INFO : Hidden Width: 12
[2022-04-03 17:49:28 main:482] : INFO : # Recurrent Layers: 4
[2022-04-03 17:49:28 main:483] : INFO : # Backend Layers: 4
[2022-04-03 17:49:28 main:484] : INFO : # Threads: 1
[2022-04-03 17:49:28 main:486] : INFO : Preparing Dataset
[2022-04-03 17:49:28 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2022-04-03 17:49:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2022-04-03 17:49:34 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2022-04-03 17:49:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2022-04-03 17:49:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2022-04-03 17:49:35 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2022-04-03 17:49:35 main:494] : INFO : Creating Model
[2022-04-03 17:49:35 main:507] : INFO : Preparing config file
[2022-04-03 17:49:35 main:511] : INFO : Found checkpoint, attempting to load...
[2022-04-03 17:49:35 main:512] : INFO : Loading config
[2022-04-03 17:49:35 main:514] : INFO : Loading state
[2022-04-03 17:49:37 main:559] : INFO : Loading DataLoader into Memory
[2022-04-03 17:49:37 main:562] : INFO : Starting Training
[2022-04-03 17:49:40 main:574] : INFO : Epoch 1881 | loss: 0.0314928 | val_loss: 0.0312735 | Time: 3178.65 ms
[2022-04-03 17:49:42 main:574] : INFO : Epoch 1882 | loss: 0.0312299 | val_loss: 0.0311944 | Time: 2141.43 ms
[2022-04-03 17:49:44 main:574] : INFO : Epoch 1883 | loss: 0.031158 | val_loss: 0.0311579 | Time: 2470.63 ms
[2022-04-03 17:49:47 main:574] : INFO : Epoch 1884 | loss: 0.0311406 | val_loss: 0.0311577 | Time: 2179.78 ms
[2022-04-03 17:49:49 main:574] : INFO : Epoch 1885 | loss: 0.0311379 | val_loss: 0.0311566 | Time: 2210.59 ms
[2022-04-03 17:49:51 main:574] : INFO : Epoch 1886 | loss: 0.0311391 | val_loss: 0.031154 | Time: 2222.65 ms
[2022-04-03 17:49:53 main:574] : INFO : Epoch 1887 | loss: 0.0311393 | val_loss: 0.0311529 | Time: 2195.56 ms
[2022-04-03 17:49:56 main:574] : INFO : Epoch 1888 | loss: 0.0311393 | val_loss: 0.0311514 | Time: 2224.33 ms
[2022-04-03 17:49:58 main:574] : INFO : Epoch 1889 | loss: 0.0311397 | val_loss: 0.0311512 | Time: 2161.77 ms
[2022-04-03 17:50:00 main:574] : INFO : Epoch 1890 | loss: 0.0311393 | val_loss: 0.031154 | Time: 2149 ms
[2022-04-03 17:50:02 main:574] : INFO : Epoch 1891 | loss: 0.0311361 | val_loss: 0.0311546 | Time: 2217.04 ms
[2022-04-03 17:50:04 main:574] : INFO : Epoch 1892 | loss: 0.0311356 | val_loss: 0.0311527 | Time: 2174.69 ms
[2022-04-03 17:50:07 main:574] : INFO : Epoch 1893 | loss: 0.0311356 | val_loss: 0.0311557 | Time: 2417.89 ms
[2022-04-03 17:50:09 main:574] : INFO : Epoch 1894 | loss: 0.0311364 | val_loss: 0.0311573 | Time: 2147.34 ms
[2022-04-03 17:50:11 main:574] : INFO : Epoch 1895 | loss: 0.0311358 | val_loss: 0.0311506 | Time: 2183.8 ms
[2022-04-03 17:50:13 main:574] : INFO : Epoch 1896 | loss: 0.031133 | val_loss: 0.0311502 | Time: 2152.89 ms
[2022-04-03 17:50:16 main:574] : INFO : Epoch 1897 | loss: 0.0311365 | val_loss: 0.0311596 | Time: 2279.83 ms
[2022-04-03 17:50:18 main:574] : INFO : Epoch 1898 | loss: 0.0311387 | val_loss: 0.0311518 | Time: 2191.38 ms
[2022-04-03 17:50:20 main:574] : INFO : Epoch 1899 | loss: 0.0311339 | val_loss: 0.0311525 | Time: 2184.69 ms
[2022-04-03 17:50:22 main:574] : INFO : Epoch 1900 | loss: 0.031131 | val_loss: 0.0311537 | Time: 2174.02 ms
[2022-04-03 17:50:24 main:574] : INFO : Epoch 1901 | loss: 0.0311303 | val_loss: 0.0311548 | Time: 2201.28 ms
[2022-04-03 17:50:27 main:574] : INFO : Epoch 1902 | loss: 0.0311317 | val_loss: 0.0311538 | Time: 2175.77 ms
[2022-04-03 17:50:29 main:574] : INFO : Epoch 1903 | loss: 0.0311319 | val_loss: 0.0311532 | Time: 2651.18 ms
[2022-04-03 17:50:32 main:574] : INFO : Epoch 1904 | loss: 0.0311318 | val_loss: 0.0311543 | Time: 2250.63 ms
[2022-04-03 17:50:34 main:574] : INFO : Epoch 1905 | loss: 0.0311315 | val_loss: 0.0311528 | Time: 2185.27 ms
[2022-04-03 17:50:36 main:574] : INFO : Epoch 1906 | loss: 0.0311325 | val_loss: 0.0311522 | Time: 2235.93 ms
[2022-04-03 17:50:39 main:574] : INFO : Epoch 1907 | loss: 0.0311323 | val_loss: 0.0311534 | Time: 2550.31 ms
[2022-04-03 17:50:41 main:574] : INFO : Epoch 1908 | loss: 0.0311318 | val_loss: 0.0311517 | Time: 2141.06 ms
[2022-04-03 17:50:43 main:574] : INFO : Epoch 1909 | loss: 0.0311296 | val_loss: 0.0311509 | Time: 2202.18 ms
[2022-04-03 17:50:46 main:574] : INFO : Epoch 1910 | loss: 0.0311302 | val_loss: 0.0311473 | Time: 2448.08 ms
[2022-04-03 17:50:48 main:574] : INFO : Epoch 1911 | loss: 0.0311366 | val_loss: 0.0311539 | Time: 2260.48 ms
[2022-04-03 17:50:50 main:574] : INFO : Epoch 1912 | loss: 0.0311379 | val_loss: 0.0311508 | Time: 2148.2 ms
[2022-04-03 17:50:52 main:574] : INFO : Epoch 1913 | loss: 0.0311382 | val_loss: 0.0311573 | Time: 2141.87 ms
[2022-04-03 17:50:54 main:574] : INFO : Epoch 1914 | loss: 0.031137 | val_loss: 0.0311608 | Time: 2196.03 ms
[2022-04-03 17:50:57 main:574] : INFO : Epoch 1915 | loss: 0.0311366 | val_loss: 0.0311572 | Time: 2279.54 ms
[2022-04-03 17:50:59 main:574] : INFO : Epoch 1916 | loss: 0.031134 | val_loss: 0.0311568 | Time: 2119.71 ms
[2022-04-03 17:51:01 main:574] : INFO : Epoch 1917 | loss: 0.0311331 | val_loss: 0.031157 | Time: 2358.18 ms
[2022-04-03 17:51:04 main:574] : INFO : Epoch 1918 | loss: 0.0311336 | val_loss: 0.0311599 | Time: 2529.82 ms
[2022-04-03 17:51:06 main:574] : INFO : Epoch 1919 | loss: 0.0311392 | val_loss: 0.0311567 | Time: 2140.81 ms
[2022-04-03 17:51:08 main:574] : INFO : Epoch 1920 | loss: 0.0311414 | val_loss: 0.0311556 | Time: 2193.11 ms
[2022-04-03 17:51:10 main:574] : INFO : Epoch 1921 | loss: 0.0311379 | val_loss: 0.0311541 | Time: 2159.68 ms
[2022-04-03 17:51:12 main:574] : INFO : Epoch 1922 | loss: 0.031137 | val_loss: 0.0311565 | Time: 2158.31 ms
[2022-04-03 17:51:15 main:574] : INFO : Epoch 1923 | loss: 0.0311375 | val_loss: 0.0311498 | Time: 2167.04 ms
[2022-04-03 17:51:17 main:574] : INFO : Epoch 1924 | loss: 0.0311376 | val_loss: 0.0311531 | Time: 2194.29 ms
[2022-04-03 17:51:19 main:574] : INFO : Epoch 1925 | loss: 0.0311357 | val_loss: 0.0311549 | Time: 2087.53 ms
[2022-04-03 17:51:21 main:574] : INFO : Epoch 1926 | loss: 0.0311363 | val_loss: 0.0311532 | Time: 2180.05 ms
[2022-04-03 17:51:23 main:574] : INFO : Epoch 1927 | loss: 0.0311391 | val_loss: 0.0311612 | Time: 2146.02 ms
[2022-04-03 17:51:26 main:574] : INFO : Epoch 1928 | loss: 0.0311369 | val_loss: 0.0311551 | Time: 2203.95 ms
[2022-04-03 17:51:28 main:574] : INFO : Epoch 1929 | loss: 0.031135 | val_loss: 0.0311541 | Time: 2182.01 ms
[2022-04-03 17:51:30 main:574] : INFO : Epoch 1930 | loss: 0.0311376 | val_loss: 0.0311543 | Time: 2465.21 ms
[2022-04-03 17:51:32 main:574] : INFO : Epoch 1931 | loss: 0.0311431 | val_loss: 0.0311619 | Time: 2187.72 ms
[2022-04-03 17:51:35 main:574] : INFO : Epoch 1932 | loss: 0.0311429 | val_loss: 0.0311577 | Time: 2139.56 ms
[2022-04-03 17:51:37 main:574] : INFO : Epoch 1933 | loss: 0.0311432 | val_loss: 0.0311542 | Time: 2179.53 ms
[2022-04-03 17:51:39 main:574] : INFO : Epoch 1934 | loss: 0.0311426 | val_loss: 0.0311589 | Time: 2164.93 ms
[2022-04-03 17:51:41 main:574] : INFO : Epoch 1935 | loss: 0.0311413 | val_loss: 0.0311584 | Time: 2167.63 ms
[2022-04-03 17:51:44 main:574] : INFO : Epoch 1936 | loss: 0.0311373 | val_loss: 0.0311583 | Time: 2505.56 ms
[2022-04-03 17:51:46 main:574] : INFO : Epoch 1937 | loss: 0.0311362 | val_loss: 0.0311647 | Time: 2145.57 ms
[2022-04-03 17:51:48 main:574] : INFO : Epoch 1938 | loss: 0.0311386 | val_loss: 0.0311542 | Time: 2187.01 ms
[2022-04-03 17:51:50 main:574] : INFO : Epoch 1939 | loss: 0.0311379 | val_loss: 0.0311621 | Time: 2194.96 ms
[2022-04-03 17:51:53 main:574] : INFO : Epoch 1940 | loss: 0.0311387 | val_loss: 0.0311549 | Time: 2162.32 ms
[2022-04-03 17:51:55 main:574] : INFO : Epoch 1941 | loss: 0.031136 | val_loss: 0.0311583 | Time: 2208.98 ms
[2022-04-03 17:51:57 main:574] : INFO : Epoch 1942 | loss: 0.0311341 | val_loss: 0.0311575 | Time: 2211.4 ms
[2022-04-03 17:51:59 main:574] : INFO : Epoch 1943 | loss: 0.0311321 | val_loss: 0.0311563 | Time: 2245.26 ms
[2022-04-03 17:52:01 main:574] : INFO : Epoch 1944 | loss: 0.0311317 | val_loss: 0.0311497 | Time: 2141.82 ms
[2022-04-03 17:52:04 main:574] : INFO : Epoch 1945 | loss: 0.0311344 | val_loss: 0.0311514 | Time: 2177.41 ms
[2022-04-03 17:52:06 main:574] : INFO : Epoch 1946 | loss: 0.031133 | val_loss: 0.0311548 | Time: 2165.24 ms
[2022-04-03 17:52:08 main:574] : INFO : Epoch 1947 | loss: 0.0311382 | val_loss: 0.0311518 | Time: 2155.56 ms
[2022-04-03 17:52:10 main:574] : INFO : Epoch 1948 | loss: 0.0311337 | val_loss: 0.0311522 | Time: 2255.08 ms
[2022-04-03 17:52:12 main:574] : INFO : Epoch 1949 | loss: 0.0311364 | val_loss: 0.0311565 | Time: 2155.2 ms
[2022-04-03 17:52:15 main:574] : INFO : Epoch 1950 | loss: 0.031134 | val_loss: 0.0311546 | Time: 2266.05 ms
[2022-04-03 17:52:17 main:574] : INFO : Epoch 1951 | loss: 0.0311326 | val_loss: 0.0311531 | Time: 2215.83 ms
[2022-04-03 17:52:19 main:574] : INFO : Epoch 1952 | loss: 0.0311339 | val_loss: 0.03115 | Time: 2212.62 ms
[2022-04-03 17:52:22 main:574] : INFO : Epoch 1953 | loss: 0.0311357 | val_loss: 0.0311521 | Time: 2249.56 ms
[2022-04-03 17:52:24 main:574] : INFO : Epoch 1954 | loss: 0.0311368 | val_loss: 0.0311544 | Time: 2220.09 ms
[2022-04-03 17:52:26 main:574] : INFO : Epoch 1955 | loss: 0.0311332 | val_loss: 0.0311552 | Time: 2174.61 ms
[2022-04-03 17:52:28 main:574] : INFO : Epoch 1956 | loss: 0.0311341 | val_loss: 0.0311601 | Time: 2208.05 ms
[2022-04-03 17:52:30 main:574] : INFO : Epoch 1957 | loss: 0.0311368 | val_loss: 0.0311585 | Time: 2181.71 ms
[2022-04-03 17:52:33 main:574] : INFO : Epoch 1958 | loss: 0.0311376 | val_loss: 0.0311636 | Time: 2382.15 ms
[2022-04-03 17:52:35 main:574] : INFO : Epoch 1959 | loss: 0.0311449 | val_loss: 0.0311657 | Time: 2183.13 ms
[2022-04-03 17:52:37 main:574] : INFO : Epoch 1960 | loss: 0.0311392 | val_loss: 0.031161 | Time: 2190.99 ms
[2022-04-03 17:52:40 main:574] : INFO : Epoch 1961 | loss: 0.0311352 | val_loss: 0.0311604 | Time: 2224.02 ms
[2022-04-03 17:52:42 main:574] : INFO : Epoch 1962 | loss: 0.0311367 | val_loss: 0.0311587 | Time: 2297.57 ms
[2022-04-03 17:52:44 main:574] : INFO : Epoch 1963 | loss: 0.0311451 | val_loss: 0.0311578 | Time: 2447.18 ms
[2022-04-03 17:52:47 main:574] : INFO : Epoch 1964 | loss: 0.0311427 | val_loss: 0.0311625 | Time: 2234.57 ms
[2022-04-03 17:52:49 main:574] : INFO : Epoch 1965 | loss: 0.0311395 | val_loss: 0.0311599 | Time: 2212.77 ms
[2022-04-03 17:52:51 main:574] : INFO : Epoch 1966 | loss: 0.0311401 | val_loss: 0.0311563 | Time: 2133.41 ms
[2022-04-03 17:52:53 main:574] : INFO : Epoch 1967 | loss: 0.0311383 | val_loss: 0.0311566 | Time: 2175.25 ms
[2022-04-03 17:52:55 main:574] : INFO : Epoch 1968 | loss: 0.0311401 | val_loss: 0.0311623 | Time: 2180.99 ms
[2022-04-03 17:52:58 main:574] : INFO : Epoch 1969 | loss: 0.0311388 | val_loss: 0.0311586 | Time: 2158.16 ms
[2022-04-03 17:53:00 main:574] : INFO : Epoch 1970 | loss: 0.0311366 | val_loss: 0.0311585 | Time: 2200.7 ms
[2022-04-03 17:53:02 main:574] : INFO : Epoch 1971 | loss: 0.0311366 | val_loss: 0.0311568 | Time: 2180.48 ms
[2022-04-03 17:53:04 main:574] : INFO : Epoch 1972 | loss: 0.0311385 | val_loss: 0.0311569 | Time: 2169.38 ms
[2022-04-03 17:53:06 main:574] : INFO : Epoch 1973 | loss: 0.0311415 | val_loss: 0.0311617 | Time: 2160.45 ms
[2022-04-03 17:53:09 main:574] : INFO : Epoch 1974 | loss: 0.0311411 | val_loss: 0.0311565 | Time: 2183.37 ms
[2022-04-03 17:53:11 main:574] : INFO : Epoch 1975 | loss: 0.0311374 | val_loss: 0.0311565 | Time: 2215.15 ms
[2022-04-03 17:53:13 main:574] : INFO : Epoch 1976 | loss: 0.031136 | val_loss: 0.0311602 | Time: 2218.85 ms
[2022-04-03 17:53:15 main:574] : INFO : Epoch 1977 | loss: 0.0311363 | val_loss: 0.0311612 | Time: 2191.67 ms
[2022-04-03 17:53:17 main:574] : INFO : Epoch 1978 | loss: 0.0311336 | val_loss: 0.0311575 | Time: 2210.31 ms
[2022-04-03 17:53:20 main:574] : INFO : Epoch 1979 | loss: 0.0311343 | val_loss: 0.0311554 | Time: 2172.39 ms
[2022-04-03 17:53:22 main:574] : INFO : Epoch 1980 | loss: 0.0311316 | val_loss: 0.0311621 | Time: 2182.32 ms
[2022-04-03 17:53:24 main:574] : INFO : Epoch 1981 | loss: 0.0311351 | val_loss: 0.0311669 | Time: 2194.73 ms
[2022-04-03 17:53:26 main:574] : INFO : Epoch 1982 | loss: 0.031135 | val_loss: 0.0311572 | Time: 2153.58 ms
[2022-04-03 17:53:29 main:574] : INFO : Epoch 1983 | loss: 0.0311344 | val_loss: 0.0311586 | Time: 2198.5 ms
[2022-04-03 17:53:31 main:574] : INFO : Epoch 1984 | loss: 0.0311383 | val_loss: 0.0311566 | Time: 2144.44 ms
[2022-04-03 17:53:33 main:574] : INFO : Epoch 1985 | loss: 0.0311381 | val_loss: 0.0311569 | Time: 2387.1 ms
[2022-04-03 17:53:35 main:574] : INFO : Epoch 1986 | loss: 0.0311369 | val_loss: 0.0311555 | Time: 2142.47 ms
[2022-04-03 17:53:38 main:574] : INFO : Epoch 1987 | loss: 0.0311349 | val_loss: 0.0311561 | Time: 2199.22 ms
[2022-04-03 17:53:40 main:574] : INFO : Epoch 1988 | loss: 0.0311331 | val_loss: 0.0311625 | Time: 2192.52 ms
[2022-04-03 17:53:42 main:574] : INFO : Epoch 1989 | loss: 0.0311358 | val_loss: 0.0311591 | Time: 2188.58 ms
[2022-04-03 17:53:44 main:574] : INFO : Epoch 1990 | loss: 0.0311405 | val_loss: 0.031156 | Time: 2416.64 ms
[2022-04-03 17:53:47 main:574] : INFO : Epoch 1991 | loss: 0.0311421 | val_loss: 0.0311542 | Time: 2154.51 ms
[2022-04-03 17:53:49 main:574] : INFO : Epoch 1992 | loss: 0.0311456 | val_loss: 0.0311573 | Time: 2193.41 ms
[2022-04-03 17:53:51 main:574] : INFO : Epoch 1993 | loss: 0.0311436 | val_loss: 0.0311552 | Time: 2138.48 ms
[2022-04-03 17:53:53 main:574] : INFO : Epoch 1994 | loss: 0.0311446 | val_loss: 0.0311585 | Time: 2186.7 ms
[2022-04-03 17:53:55 main:574] : INFO : Epoch 1995 | loss: 0.0311445 | val_loss: 0.0311574 | Time: 2210.29 ms
[2022-04-03 17:53:57 main:574] : INFO : Epoch 1996 | loss: 0.0311444 | val_loss: 0.0311627 | Time: 2158.3 ms
[2022-04-03 17:54:00 main:574] : INFO : Epoch 1997 | loss: 0.0311412 | val_loss: 0.0311538 | Time: 2212.31 ms
[2022-04-03 17:54:02 main:574] : INFO : Epoch 1998 | loss: 0.0311388 | val_loss: 0.031154 | Time: 2141.84 ms
[2022-04-03 17:54:04 main:574] : INFO : Epoch 1999 | loss: 0.0311453 | val_loss: 0.0311583 | Time: 2141.35 ms
[2022-04-03 17:54:06 main:574] : INFO : Epoch 2000 | loss: 0.0311434 | val_loss: 0.0311608 | Time: 2091.46 ms
[2022-04-03 17:54:08 main:574] : INFO : Epoch 2001 | loss: 0.031142 | val_loss: 0.0311549 | Time: 2221.3 ms
[2022-04-03 17:54:11 main:574] : INFO : Epoch 2002 | loss: 0.0311393 | val_loss: 0.0311551 | Time: 2205.96 ms
[2022-04-03 17:54:13 main:574] : INFO : Epoch 2003 | loss: 0.0311397 | val_loss: 0.0311571 | Time: 2161.09 ms
[2022-04-03 17:54:15 main:574] : INFO : Epoch 2004 | loss: 0.0311378 | val_loss: 0.031151 | Time: 2121.08 ms
[2022-04-03 17:54:17 main:574] : INFO : Epoch 2005 | loss: 0.0311371 | val_loss: 0.0311538 | Time: 2168.32 ms
[2022-04-03 17:54:19 main:574] : INFO : Epoch 2006 | loss: 0.0311422 | val_loss: 0.031156 | Time: 2182.3 ms
[2022-04-03 17:54:22 main:574] : INFO : Epoch 2007 | loss: 0.0311434 | val_loss: 0.0311515 | Time: 2138.47 ms
[2022-04-03 17:54:24 main:574] : INFO : Epoch 2008 | loss: 0.031141 | val_loss: 0.0311537 | Time: 2152.12 ms
[2022-04-03 17:54:26 main:574] : INFO : Epoch 2009 | loss: 0.0311397 | val_loss: 0.0311552 | Time: 2199 ms
[2022-04-03 17:54:28 main:574] : INFO : Epoch 2010 | loss: 0.0311381 | val_loss: 0.0311555 | Time: 2381.83 ms
[2022-04-03 17:54:31 main:574] : INFO : Epoch 2011 | loss: 0.0311402 | val_loss: 0.0311557 | Time: 2185.22 ms
[2022-04-03 17:54:33 main:574] : INFO : Epoch 2012 | loss: 0.0311382 | val_loss: 0.0311529 | Time: 2200.45 ms
[2022-04-03 17:54:35 main:574] : INFO : Epoch 2013 | loss: 0.0311395 | val_loss: 0.0311535 | Time: 2229.44 ms
[2022-04-03 17:54:37 main:574] : INFO : Epoch 2014 | loss: 0.0311372 | val_loss: 0.031155 | Time: 2159.1 ms
[2022-04-03 17:54:39 main:574] : INFO : Epoch 2015 | loss: 0.0311368 | val_loss: 0.0311544 | Time: 2130.26 ms
[2022-04-03 17:54:42 main:574] : INFO : Epoch 2016 | loss: 0.0311352 | val_loss: 0.0311539 | Time: 2192.48 ms
[2022-04-03 17:54:44 main:574] : INFO : Epoch 2017 | loss: 0.031134 | val_loss: 0.0311588 | Time: 2486.48 ms
[2022-04-03 17:54:46 main:574] : INFO : Epoch 2018 | loss: 0.0311336 | val_loss: 0.0311595 | Time: 2186.25 ms
[2022-04-03 17:54:48 main:574] : INFO : Epoch 2019 | loss: 0.031135 | val_loss: 0.0311599 | Time: 2192.83 ms
[2022-04-03 17:54:51 main:574] : INFO : Epoch 2020 | loss: 0.0311318 | val_loss: 0.0311605 | Time: 2211.72 ms
[2022-04-03 17:54:53 main:574] : INFO : Epoch 2021 | loss: 0.0311311 | val_loss: 0.0311557 | Time: 2250.64 ms
[2022-04-03 17:54:55 main:574] : INFO : Epoch 2022 | loss: 0.0311345 | val_loss: 0.0311568 | Time: 2146.8 ms
[2022-04-03 17:54:57 main:574] : INFO : Epoch 2023 | loss: 0.0311362 | val_loss: 0.0311601 | Time: 2143.93 ms
[2022-04-03 17:55:00 main:574] : INFO : Epoch 2024 | loss: 0.0311363 | val_loss: 0.0311569 | Time: 2253.79 ms
[2022-04-03 17:55:02 main:574] : INFO : Epoch 2025 | loss: 0.0311327 | val_loss: 0.0311575 | Time: 2175 ms
[2022-04-03 17:55:04 main:574] : INFO : Epoch 2026 | loss: 0.0311322 | val_loss: 0.0311542 | Time: 2180.23 ms
[2022-04-03 17:55:06 main:574] : INFO : Epoch 2027 | loss: 0.0311319 | val_loss: 0.0311564 | Time: 2185.02 ms
[2022-04-03 17:55:08 main:574] : INFO : Epoch 2028 | loss: 0.0311318 | val_loss: 0.0311614 | Time: 2203.44 ms
[2022-04-03 17:55:11 main:574] : INFO : Epoch 2029 | loss: 0.0311307 | val_loss: 0.0311551 | Time: 2107.77 ms
[2022-04-03 17:55:13 main:574] : INFO : Epoch 2030 | loss: 0.0311346 | val_loss: 0.0311516 | Time: 2151.06 ms
[2022-04-03 17:55:15 main:574] : INFO : Epoch 2031 | loss: 0.0311356 | val_loss: 0.0311542 | Time: 2165.37 ms
[2022-04-03 17:55:17 main:574] : INFO : Epoch 2032 | loss: 0.0311357 | val_loss: 0.0311515 | Time: 2191.46 ms
[2022-04-03 17:55:19 main:574] : INFO : Epoch 2033 | loss: 0.0311364 | val_loss: 0.0311619 | Time: 2178.75 ms
[2022-04-03 17:55:22 main:574] : INFO : Epoch 2034 | loss: 0.0311378 | val_loss: 0.031154 | Time: 2153.25 ms
[2022-04-03 17:55:24 main:574] : INFO : Epoch 2035 | loss: 0.0311367 | val_loss: 0.0311567 | Time: 2579.92 ms
[2022-04-03 17:55:26 main:574] : INFO : Epoch 2036 | loss: 0.0311348 | val_loss: 0.0311538 | Time: 2180.43 ms
[2022-04-03 17:55:29 main:574] : INFO : Epoch 2037 | loss: 0.031133 | val_loss: 0.0311504 | Time: 2209.87 ms
[2022-04-03 17:55:31 main:574] : INFO : Epoch 2038 | loss: 0.0311318 | val_loss: 0.0311529 | Time: 2190.13 ms
[2022-04-03 17:55:33 main:574] : INFO : Epoch 2039 | loss: 0.0311341 | val_loss: 0.0311543 | Time: 2206.01 ms
[2022-04-03 17:55:35 main:574] : INFO : Epoch 2040 | loss: 0.0311338 | val_loss: 0.0311552 | Time: 2185.85 ms
[2022-04-03 17:55:37 main:574] : INFO : Epoch 2041 | loss: 0.0311328 | val_loss: 0.0311558 | Time: 2210.17 ms
[2022-04-03 17:55:40 main:574] : INFO : Epoch 2042 | loss: 0.0311313 | val_loss: 0.0311555 | Time: 2186.97 ms
[2022-04-03 17:55:42 main:574] : INFO : Epoch 2043 | loss: 0.0311333 | val_loss: 0.0311575 | Time: 2167.79 ms
[2022-04-03 17:55:44 main:574] : INFO : Epoch 2044 | loss: 0.031134 | val_loss: 0.0311522 | Time: 2492.92 ms
[2022-04-03 17:55:47 main:574] : INFO : Epoch 2045 | loss: 0.0311361 | val_loss: 0.0311525 | Time: 2180.61 ms
[2022-04-03 17:55:49 main:574] : INFO : Epoch 2046 | loss: 0.0311336 | val_loss: 0.0311603 | Time: 2223.04 ms
[2022-04-03 17:55:51 main:574] : INFO : Epoch 2047 | loss: 0.0311312 | val_loss: 0.0311524 | Time: 2189.22 ms
[2022-04-03 17:55:53 main:574] : INFO : Epoch 2048 | loss: 0.0311289 | val_loss: 0.0311533 | Time: 2257.66 ms
[2022-04-03 17:55:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311533
[2022-04-03 17:55:53 main:603] : INFO : Saving end state to config to file
[2022-04-03 17:55:53 main:608] : INFO : Success, exiting..
17:55:53 (11332): 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)