Task 8227589
| Name | ParityModified-1634620266-13954-0_0 |
| Workunit | 5756088 |
| Created | 19 Oct 2021, 5:11:07 UTC |
| Sent | 22 Oct 2021, 20:19:36 UTC |
| Report deadline | 30 Oct 2021, 20:19:36 UTC |
| Received | 29 Oct 2021, 17:13:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 23 min 56 sec |
| CPU time | 1 hours 16 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0309657 | val_loss: 0.031365 | Time: 2213.22 ms
[2021-10-29 18:53:55 main:574] : INFO : Epoch 1543 | loss: 0.0309685 | val_loss: 0.0313546 | Time: 2196.64 ms
[2021-10-29 18:53:57 main:574] : INFO : Epoch 1544 | loss: 0.0309714 | val_loss: 0.0313341 | Time: 2286.45 ms
[2021-10-29 18:53:59 main:574] : INFO : Epoch 1545 | loss: 0.0309708 | val_loss: 0.031357 | Time: 2272.85 ms
[2021-10-29 18:54:01 main:574] : INFO : Epoch 1546 | loss: 0.0309666 | val_loss: 0.0313326 | Time: 2339.71 ms
[2021-10-29 18:54:04 main:574] : INFO : Epoch 1547 | loss: 0.0309675 | val_loss: 0.0313344 | Time: 2304.42 ms
[2021-10-29 18:54:06 main:574] : INFO : Epoch 1548 | loss: 0.0309667 | val_loss: 0.0313451 | Time: 2222.82 ms
[2021-10-29 18:54:08 main:574] : INFO : Epoch 1549 | loss: 0.030969 | val_loss: 0.0313529 | Time: 2250.7 ms
[2021-10-29 18:54:10 main:574] : INFO : Epoch 1550 | loss: 0.0309772 | val_loss: 0.0313498 | Time: 2200.8 ms
[2021-10-29 18:54:13 main:574] : INFO : Epoch 1551 | loss: 0.0309692 | val_loss: 0.0313574 | Time: 2220.97 ms
[2021-10-29 18:54:15 main:574] : INFO : Epoch 1552 | loss: 0.0309634 | val_loss: 0.031382 | Time: 2331.47 ms
[2021-10-29 18:54:18 main:574] : INFO : Epoch 1553 | loss: 0.0309673 | val_loss: 0.031319 | Time: 2603.52 ms
[2021-10-29 18:54:20 main:574] : INFO : Epoch 1554 | loss: 0.0309769 | val_loss: 0.0313679 | Time: 2245.49 ms
[2021-10-29 18:54:22 main:574] : INFO : Epoch 1555 | loss: 0.0309662 | val_loss: 0.0313715 | Time: 2236.69 ms
[2021-10-29 18:54:24 main:574] : INFO : Epoch 1556 | loss: 0.0309649 | val_loss: 0.0313409 | Time: 2198.58 ms
[2021-10-29 18:54:27 main:574] : INFO : Epoch 1557 | loss: 0.0309748 | val_loss: 0.0313657 | Time: 2169.46 ms
[2021-10-29 18:54:29 main:574] : INFO : Epoch 1558 | loss: 0.0309727 | val_loss: 0.0313529 | Time: 2200.96 ms
[2021-10-29 18:54:31 main:574] : INFO : Epoch 1559 | loss: 0.0309727 | val_loss: 0.0313645 | Time: 2311.32 ms
[2021-10-29 18:54:33 main:574] : INFO : Epoch 1560 | loss: 0.0309667 | val_loss: 0.0313341 | Time: 2349.48 ms
[2021-10-29 18:54:36 main:574] : INFO : Epoch 1561 | loss: 0.0309711 | val_loss: 0.0313599 | Time: 2375.32 ms
[2021-10-29 18:54:38 main:574] : INFO : Epoch 1562 | loss: 0.0309733 | val_loss: 0.0313503 | Time: 2277.89 ms
[2021-10-29 18:54:40 main:574] : INFO : Epoch 1563 | loss: 0.0309703 | val_loss: 0.0313102 | Time: 2200.88 ms
[2021-10-29 18:54:43 main:574] : INFO : Epoch 1564 | loss: 0.0309793 | val_loss: 0.0313155 | Time: 2230.78 ms
[2021-10-29 18:54:45 main:574] : INFO : Epoch 1565 | loss: 0.0309693 | val_loss: 0.031333 | Time: 2452.32 ms
[2021-10-29 18:54:47 main:574] : INFO : Epoch 1566 | loss: 0.0309702 | val_loss: 0.0313745 | Time: 2277.37 ms
[2021-10-29 18:54:50 main:574] : INFO : Epoch 1567 | loss: 0.0309671 | val_loss: 0.0313545 | Time: 2661.25 ms
[2021-10-29 18:54:52 main:574] : INFO : Epoch 1568 | loss: 0.0309683 | val_loss: 0.031355 | Time: 2292.66 ms
[2021-10-29 18:54:55 main:574] : INFO : Epoch 1569 | loss: 0.0309716 | val_loss: 0.0313592 | Time: 2348.88 ms
[2021-10-29 18:54:57 main:574] : INFO : Epoch 1570 | loss: 0.0309663 | val_loss: 0.0313335 | Time: 2378.67 ms
[2021-10-29 18:54:59 main:574] : INFO : Epoch 1571 | loss: 0.0309723 | val_loss: 0.0313251 | Time: 2294.72 ms
[2021-10-29 18:55:02 main:574] : INFO : Epoch 1572 | loss: 0.030964 | val_loss: 0.0313461 | Time: 2296.71 ms
[2021-10-29 18:55:04 main:574] : INFO : Epoch 1573 | loss: 0.0309715 | val_loss: 0.0313166 | Time: 2337.34 ms
[2021-10-29 18:55:06 main:574] : INFO : Epoch 1574 | loss: 0.0309762 | val_loss: 0.031379 | Time: 2329.29 ms
[2021-10-29 18:55:08 main:574] : INFO : Epoch 1575 | loss: 0.0309814 | val_loss: 0.0313144 | Time: 2216.29 ms
[2021-10-29 18:55:11 main:574] : INFO : Epoch 1576 | loss: 0.0309656 | val_loss: 0.0313479 | Time: 2281.58 ms
[2021-10-29 18:55:13 main:574] : INFO : Epoch 1577 | loss: 0.030967 | val_loss: 0.0313654 | Time: 2205.39 ms
[2021-10-29 18:55:15 main:574] : INFO : Epoch 1578 | loss: 0.0309691 | val_loss: 0.0313403 | Time: 2189.57 ms
[2021-10-29 18:55:17 main:574] : INFO : Epoch 1579 | loss: 0.0309698 | val_loss: 0.0313445 | Time: 2241.26 ms
[2021-10-29 18:55:20 main:574] : INFO : Epoch 1580 | loss: 0.030975 | val_loss: 0.031354 | Time: 2181.02 ms
[2021-10-29 18:55:22 main:574] : INFO : Epoch 1581 | loss: 0.0309796 | val_loss: 0.0313413 | Time: 2532.67 ms
[2021-10-29 18:55:24 main:574] : INFO : Epoch 1582 | loss: 0.0309768 | val_loss: 0.0313578 | Time: 2281.52 ms
[2021-10-29 18:55:27 main:574] : INFO : Epoch 1583 | loss: 0.0309686 | val_loss: 0.0313452 | Time: 2138.06 ms
[2021-10-29 18:55:29 main:574] : INFO : Epoch 1584 | loss: 0.0309691 | val_loss: 0.0313317 | Time: 2467.85 ms
[2021-10-29 18:55:32 main:574] : INFO : Epoch 1585 | loss: 0.0309722 | val_loss: 0.0313567 | Time: 2525.38 ms
[2021-10-29 18:55:34 main:574] : INFO : Epoch 1586 | loss: 0.0309663 | val_loss: 0.031312 | Time: 2307.04 ms
[2021-10-29 18:55:36 main:574] : INFO : Epoch 1587 | loss: 0.0309716 | val_loss: 0.0313582 | Time: 2551.46 ms
[2021-10-29 18:55:39 main:574] : INFO : Epoch 1588 | loss: 0.0309812 | val_loss: 0.0313809 | Time: 2544.23 ms
[2021-10-29 18:55:42 main:574] : INFO : Epoch 1589 | loss: 0.0309781 | val_loss: 0.0313337 | Time: 2771.7 ms
[2021-10-29 18:55:44 main:574] : INFO : Epoch 1590 | loss: 0.0309678 | val_loss: 0.0313693 | Time: 2635.11 ms
[2021-10-29 18:55:47 main:574] : INFO : Epoch 1591 | loss: 0.030966 | val_loss: 0.0313376 | Time: 2564.25 ms
[2021-10-29 18:55:49 main:574] : INFO : Epoch 1592 | loss: 0.0309695 | val_loss: 0.0313674 | Time: 2463.96 ms
[2021-10-29 18:55:52 main:574] : INFO : Epoch 1593 | loss: 0.0309644 | val_loss: 0.0313491 | Time: 2467.97 ms
[2021-10-29 18:55:54 main:574] : INFO : Epoch 1594 | loss: 0.0309733 | val_loss: 0.0313637 | Time: 2359.56 ms
[2021-10-29 18:55:57 main:574] : INFO : Epoch 1595 | loss: 0.0309739 | val_loss: 0.0313607 | Time: 2335.4 ms
[2021-10-29 18:55:59 main:574] : INFO : Epoch 1596 | loss: 0.03097 | val_loss: 0.0313635 | Time: 2511.61 ms
[2021-10-29 18:56:02 main:574] : INFO : Epoch 1597 | loss: 0.0309746 | val_loss: 0.0313111 | Time: 2601.45 ms
[2021-10-29 18:56:04 main:574] : INFO : Epoch 1598 | loss: 0.0309688 | val_loss: 0.0313759 | Time: 2536.37 ms
[2021-10-29 18:56:07 main:574] : INFO : Epoch 1599 | loss: 0.0309607 | val_loss: 0.0313567 | Time: 2315.93 ms
[2021-10-29 18:56:09 main:574] : INFO : Epoch 1600 | loss: 0.0309674 | val_loss: 0.03135 | Time: 2432.74 ms
[2021-10-29 18:56:11 main:574] : INFO : Epoch 1601 | loss: 0.0309696 | val_loss: 0.0313553 | Time: 2324.09 ms
[2021-10-29 18:56:14 main:574] : INFO : Epoch 1602 | loss: 0.0309692 | val_loss: 0.0313407 | Time: 2318.87 ms
[2021-10-29 18:56:16 main:574] : INFO : Epoch 1603 | loss: 0.0309727 | val_loss: 0.0313727 | Time: 2296.08 ms
[2021-10-29 18:56:19 main:574] : INFO : Epoch 1604 | loss: 0.0309741 | val_loss: 0.0313403 | Time: 2646.93 ms
[2021-10-29 18:56:21 main:574] : INFO : Epoch 1605 | loss: 0.0309678 | val_loss: 0.0313826 | Time: 2487.26 ms
[2021-10-29 18:56:24 main:574] : INFO : Epoch 1606 | loss: 0.0309682 | val_loss: 0.0313642 | Time: 2463.38 ms
[2021-10-29 18:56:26 main:574] : INFO : Epoch 1607 | loss: 0.0309653 | val_loss: 0.0313412 | Time: 2585.75 ms
[2021-10-29 18:56:29 main:574] : INFO : Epoch 1608 | loss: 0.0309685 | val_loss: 0.0313534 | Time: 2325 ms
[2021-10-29 18:56:31 main:574] : INFO : Epoch 1609 | loss: 0.0309706 | val_loss: 0.0313652 | Time: 2316.97 ms
[2021-10-29 18:56:33 main:574] : INFO : Epoch 1610 | loss: 0.0309781 | val_loss: 0.0313718 | Time: 2332.92 ms
[2021-10-29 18:56:36 main:574] : INFO : Epoch 1611 | loss: 0.0309786 | val_loss: 0.0313306 | Time: 2342.97 ms
[2021-10-29 18:56:38 main:574] : INFO : Epoch 1612 | loss: 0.0309735 | val_loss: 0.0313416 | Time: 2367.77 ms
[2021-10-29 18:56:40 main:574] : INFO : Epoch 1613 | loss: 0.030973 | val_loss: 0.0314055 | Time: 2380.09 ms
[2021-10-29 18:56:43 main:574] : INFO : Epoch 1614 | loss: 0.0309676 | val_loss: 0.0313479 | Time: 2373.19 ms
[2021-10-29 18:56:45 main:574] : INFO : Epoch 1615 | loss: 0.0309688 | val_loss: 0.0313371 | Time: 2280.73 ms
[2021-10-29 18:56:47 main:574] : INFO : Epoch 1616 | loss: 0.0309687 | val_loss: 0.0313519 | Time: 2412.05 ms
[2021-10-29 18:56:50 main:574] : INFO : Epoch 1617 | loss: 0.0309657 | val_loss: 0.0313262 | Time: 2230.44 ms
[2021-10-29 18:56:52 main:574] : INFO : Epoch 1618 | loss: 0.0309705 | val_loss: 0.0313247 | Time: 2133.11 ms
[2021-10-29 18:56:54 main:574] : INFO : Epoch 1619 | loss: 0.0309691 | val_loss: 0.0313772 | Time: 2180.07 ms
[2021-10-29 18:56:56 main:574] : INFO : Epoch 1620 | loss: 0.0309748 | val_loss: 0.0313302 | Time: 2170.24 ms
[2021-10-29 18:56:58 main:574] : INFO : Epoch 1621 | loss: 0.0309856 | val_loss: 0.0313708 | Time: 2191.44 ms
[2021-10-29 18:57:01 main:574] : INFO : Epoch 1622 | loss: 0.0309806 | val_loss: 0.031311 | Time: 2298.82 ms
[2021-10-29 18:57:03 main:574] : INFO : Epoch 1623 | loss: 0.0309738 | val_loss: 0.0313767 | Time: 2677.79 ms
[2021-10-29 18:57:06 main:574] : INFO : Epoch 1624 | loss: 0.030987 | val_loss: 0.0313863 | Time: 2236.34 ms
[2021-10-29 18:57:08 main:574] : INFO : Epoch 1625 | loss: 0.0309755 | val_loss: 0.0313374 | Time: 2314.64 ms
[2021-10-29 18:57:11 main:574] : INFO : Epoch 1626 | loss: 0.030973 | val_loss: 0.0314065 | Time: 2896.05 ms
[2021-10-29 18:57:13 main:574] : INFO : Epoch 1627 | loss: 0.0309775 | val_loss: 0.0313483 | Time: 2358.64 ms
[2021-10-29 18:57:16 main:574] : INFO : Epoch 1628 | loss: 0.0309725 | val_loss: 0.0313511 | Time: 2716.5 ms
[2021-10-29 18:57:18 main:574] : INFO : Epoch 1629 | loss: 0.0309692 | val_loss: 0.0313148 | Time: 2448.13 ms
[2021-10-29 18:57:21 main:574] : INFO : Epoch 1630 | loss: 0.0309779 | val_loss: 0.0313926 | Time: 2416.57 ms
[2021-10-29 18:57:23 main:574] : INFO : Epoch 1631 | loss: 0.0309843 | val_loss: 0.0313523 | Time: 2337.72 ms
[2021-10-29 18:57:25 main:574] : INFO : Epoch 1632 | loss: 0.0309739 | val_loss: 0.0313704 | Time: 2323.89 ms
[2021-10-29 18:57:28 main:574] : INFO : Epoch 1633 | loss: 0.0309723 | val_loss: 0.031375 | Time: 2466.26 ms
[2021-10-29 18:57:30 main:574] : INFO : Epoch 1634 | loss: 0.0309821 | val_loss: 0.0313575 | Time: 2391.31 ms
[2021-10-29 18:57:33 main:574] : INFO : Epoch 1635 | loss: 0.0309675 | val_loss: 0.0313772 | Time: 2312.13 ms
[2021-10-29 18:57:35 main:574] : INFO : Epoch 1636 | loss: 0.0309771 | val_loss: 0.0313281 | Time: 2394.11 ms
[2021-10-29 18:57:37 main:574] : INFO : Epoch 1637 | loss: 0.0309731 | val_loss: 0.0313572 | Time: 2316.68 ms
[2021-10-29 18:57:40 main:574] : INFO : Epoch 1638 | loss: 0.0309692 | val_loss: 0.0313553 | Time: 2312.29 ms
[2021-10-29 18:57:42 main:574] : INFO : Epoch 1639 | loss: 0.0309657 | val_loss: 0.0313674 | Time: 2332.1 ms
[2021-10-29 18:57:44 main:574] : INFO : Epoch 1640 | loss: 0.0309793 | val_loss: 0.0313843 | Time: 2483.66 ms
[2021-10-29 18:57:47 main:574] : INFO : Epoch 1641 | loss: 0.0309791 | val_loss: 0.0313691 | Time: 2319.91 ms
[2021-10-29 18:57:49 main:574] : INFO : Epoch 1642 | loss: 0.0309662 | val_loss: 0.0313464 | Time: 2375.98 ms
[2021-10-29 18:57:52 main:574] : INFO : Epoch 1643 | loss: 0.0309673 | val_loss: 0.0313846 | Time: 2361.53 ms
[2021-10-29 18:57:54 main:574] : INFO : Epoch 1644 | loss: 0.0309728 | val_loss: 0.0313544 | Time: 2400.99 ms
[2021-10-29 18:57:56 main:574] : INFO : Epoch 1645 | loss: 0.0309673 | val_loss: 0.0313424 | Time: 2309.25 ms
[2021-10-29 18:57:59 main:574] : INFO : Epoch 1646 | loss: 0.0309679 | val_loss: 0.0313968 | Time: 2337.83 ms
[2021-10-29 18:58:01 main:574] : INFO : Epoch 1647 | loss: 0.0309675 | val_loss: 0.031327 | Time: 2323.92 ms
[2021-10-29 18:58:03 main:574] : INFO : Epoch 1648 | loss: 0.0309701 | val_loss: 0.0313341 | Time: 2366.03 ms
[2021-10-29 18:58:06 main:574] : INFO : Epoch 1649 | loss: 0.0309845 | val_loss: 0.031363 | Time: 2343.6 ms
[2021-10-29 18:58:08 main:574] : INFO : Epoch 1650 | loss: 0.0309663 | val_loss: 0.0313389 | Time: 2262.24 ms
[2021-10-29 18:58:10 main:574] : INFO : Epoch 1651 | loss: 0.0309647 | val_loss: 0.0313148 | Time: 2547.53 ms
[2021-10-29 18:58:13 main:574] : INFO : Epoch 1652 | loss: 0.0309689 | val_loss: 0.0313354 | Time: 2370.74 ms
[2021-10-29 18:58:15 main:574] : INFO : Epoch 1653 | loss: 0.0309662 | val_loss: 0.0313271 | Time: 2288.27 ms
[2021-10-29 18:58:18 main:574] : INFO : Epoch 1654 | loss: 0.0309603 | val_loss: 0.0313683 | Time: 2582.5 ms
[2021-10-29 18:58:20 main:574] : INFO : Epoch 1655 | loss: 0.0309639 | val_loss: 0.0313123 | Time: 2326.7 ms
[2021-10-29 18:58:22 main:574] : INFO : Epoch 1656 | loss: 0.0309734 | val_loss: 0.0313499 | Time: 2309.84 ms
[2021-10-29 18:58:25 main:574] : INFO : Epoch 1657 | loss: 0.0309689 | val_loss: 0.0313296 | Time: 2372.71 ms
[2021-10-29 18:58:27 main:574] : INFO : Epoch 1658 | loss: 0.0309706 | val_loss: 0.0313645 | Time: 2412.67 ms
[2021-10-29 18:58:30 main:574] : INFO : Epoch 1659 | loss: 0.030974 | val_loss: 0.0313542 | Time: 2357.04 ms
[2021-10-29 18:58:32 main:574] : INFO : Epoch 1660 | loss: 0.0309733 | val_loss: 0.0313466 | Time: 2365.21 ms
[2021-10-29 18:58:34 main:574] : INFO : Epoch 1661 | loss: 0.0309845 | val_loss: 0.0312985 | Time: 2423.07 ms
[2021-10-29 18:58:37 main:574] : INFO : Epoch 1662 | loss: 0.0309743 | val_loss: 0.0313583 | Time: 2342.92 ms
[2021-10-29 18:58:39 main:574] : INFO : Epoch 1663 | loss: 0.0309686 | val_loss: 0.0313614 | Time: 2230.72 ms
[2021-10-29 18:58:41 main:574] : INFO : Epoch 1664 | loss: 0.0309727 | val_loss: 0.0313264 | Time: 2272.62 ms
[2021-10-29 18:58:44 main:574] : INFO : Epoch 1665 | loss: 0.0309667 | val_loss: 0.0313328 | Time: 2306.86 ms
[2021-10-29 18:58:46 main:574] : INFO : Epoch 1666 | loss: 0.0309631 | val_loss: 0.0313618 | Time: 2475.36 ms
[2021-10-29 18:58:48 main:574] : INFO : Epoch 1667 | loss: 0.0309667 | val_loss: 0.0313556 | Time: 2333.49 ms
[2021-10-29 18:58:51 main:574] : INFO : Epoch 1668 | loss: 0.0309761 | val_loss: 0.0313888 | Time: 2566.96 ms
[2021-10-29 18:58:53 main:574] : INFO : Epoch 1669 | loss: 0.030985 | val_loss: 0.0313118 | Time: 2341.42 ms
[2021-10-29 18:58:56 main:574] : INFO : Epoch 1670 | loss: 0.030971 | val_loss: 0.0313541 | Time: 2349.02 ms
[2021-10-29 18:58:58 main:574] : INFO : Epoch 1671 | loss: 0.0309686 | val_loss: 0.0313326 | Time: 2367.17 ms
[2021-10-29 18:59:00 main:574] : INFO : Epoch 1672 | loss: 0.0309748 | val_loss: 0.0313412 | Time: 2413.21 ms
[2021-10-29 18:59:03 main:574] : INFO : Epoch 1673 | loss: 0.0309718 | val_loss: 0.0313351 | Time: 2371.11 ms
[2021-10-29 18:59:05 main:574] : INFO : Epoch 1674 | loss: 0.0309684 | val_loss: 0.0314045 | Time: 2291.68 ms
[2021-10-29 18:59:07 main:574] : INFO : Epoch 1675 | loss: 0.0309694 | val_loss: 0.0313075 | Time: 2326.01 ms
[2021-10-29 18:59:10 main:574] : INFO : Epoch 1676 | loss: 0.0309676 | val_loss: 0.0313433 | Time: 2369.98 ms
[2021-10-29 18:59:12 main:574] : INFO : Epoch 1677 | loss: 0.0309684 | val_loss: 0.0313643 | Time: 2326.72 ms
[2021-10-29 18:59:14 main:574] : INFO : Epoch 1678 | loss: 0.0309774 | val_loss: 0.0313212 | Time: 2286.82 ms
[2021-10-29 18:59:17 main:574] : INFO : Epoch 1679 | loss: 0.0309713 | val_loss: 0.0313349 | Time: 2290.33 ms
[2021-10-29 18:59:20 main:574] : INFO : Epoch 1680 | loss: 0.0309741 | val_loss: 0.0313707 | Time: 2889.8 ms
[2021-10-29 18:59:22 main:574] : INFO : Epoch 1681 | loss: 0.0309779 | val_loss: 0.0313455 | Time: 2532.86 ms
[2021-10-29 18:59:24 main:574] : INFO : Epoch 1682 | loss: 0.0309671 | val_loss: 0.031379 | Time: 2300.7 ms
[2021-10-29 18:59:27 main:574] : INFO : Epoch 1683 | loss: 0.0309678 | val_loss: 0.0313847 | Time: 2328.44 ms
[2021-10-29 18:59:29 main:574] : INFO : Epoch 1684 | loss: 0.0309698 | val_loss: 0.0313672 | Time: 2383.29 ms
[2021-10-29 18:59:32 main:574] : INFO : Epoch 1685 | loss: 0.0309719 | val_loss: 0.0313644 | Time: 2325.3 ms
[2021-10-29 18:59:34 main:574] : INFO : Epoch 1686 | loss: 0.0309724 | val_loss: 0.0313545 | Time: 2314.86 ms
[2021-10-29 18:59:36 main:574] : INFO : Epoch 1687 | loss: 0.0309748 | val_loss: 0.03135 | Time: 2377.4 ms
[2021-10-29 18:59:38 main:574] : INFO : Epoch 1688 | loss: 0.030969 | val_loss: 0.0313336 | Time: 2287.5 ms
[2021-10-29 18:59:41 main:574] : INFO : Epoch 1689 | loss: 0.0309651 | val_loss: 0.0313819 | Time: 2361.91 ms
[2021-10-29 18:59:43 main:574] : INFO : Epoch 1690 | loss: 0.0309726 | val_loss: 0.0313518 | Time: 2332.91 ms
[2021-10-29 18:59:46 main:574] : INFO : Epoch 1691 | loss: 0.0309847 | val_loss: 0.0313499 | Time: 2405.71 ms
[2021-10-29 18:59:48 main:574] : INFO : Epoch 1692 | loss: 0.0309679 | val_loss: 0.0314393 | Time: 2280.09 ms
[2021-10-29 18:59:50 main:574] : INFO : Epoch 1693 | loss: 0.0309757 | val_loss: 0.0313198 | Time: 2304.74 ms
[2021-10-29 18:59:52 main:574] : INFO : Epoch 1694 | loss: 0.0309709 | val_loss: 0.0313597 | Time: 2208.79 ms
[2021-10-29 18:59:55 main:574] : INFO : Epoch 1695 | loss: 0.0309718 | val_loss: 0.0313559 | Time: 2267.56 ms
[2021-10-29 18:59:57 main:574] : INFO : Epoch 1696 | loss: 0.0309723 | val_loss: 0.0313655 | Time: 2157.07 ms
[2021-10-29 18:59:59 main:574] : INFO : Epoch 1697 | loss: 0.0309658 | val_loss: 0.0313658 | Time: 2192.04 ms
[2021-10-29 19:00:01 main:574] : INFO : Epoch 1698 | loss: 0.0309698 | val_loss: 0.0313581 | Time: 2241.98 ms
[2021-10-29 19:00:04 main:574] : INFO : Epoch 1699 | loss: 0.0309682 | val_loss: 0.0313524 | Time: 2290.5 ms
[2021-10-29 19:00:06 main:574] : INFO : Epoch 1700 | loss: 0.0309678 | val_loss: 0.0313218 | Time: 2204.55 ms
[2021-10-29 19:00:08 main:574] : INFO : Epoch 1701 | loss: 0.0309704 | val_loss: 0.0313309 | Time: 2196.88 ms
[2021-10-29 19:00:10 main:574] : INFO : Epoch 1702 | loss: 0.0309656 | val_loss: 0.0313743 | Time: 2191.18 ms
[2021-10-29 19:00:12 main:574] : INFO : Epoch 1703 | loss: 0.0309627 | val_loss: 0.0313893 | Time: 2214.73 ms
[2021-10-29 19:00:15 main:574] : INFO : Epoch 1704 | loss: 0.0309695 | val_loss: 0.0313493 | Time: 2288.59 ms
[2021-10-29 19:00:17 main:574] : INFO : Epoch 1705 | loss: 0.030971 | val_loss: 0.031372 | Time: 2556.38 ms
[2021-10-29 19:00:20 main:574] : INFO : Epoch 1706 | loss: 0.0309803 | val_loss: 0.0313749 | Time: 2215.81 ms
[2021-10-29 19:00:22 main:574] : INFO : Epoch 1707 | loss: 0.0309757 | val_loss: 0.0313599 | Time: 2395.29 ms
[2021-10-29 19:00:24 main:574] : INFO : Epoch 1708 | loss: 0.030973 | val_loss: 0.0313331 | Time: 2274.28 ms
[2021-10-29 19:00:26 main:574] : INFO : Epoch 1709 | loss: 0.0309805 | val_loss: 0.031328 | Time: 2272.85 ms
[2021-10-29 19:00:29 main:574] : INFO : Epoch 1710 | loss: 0.0309861 | val_loss: 0.0313248 | Time: 2342.96 ms
[2021-10-29 19:00:31 main:574] : INFO : Epoch 1711 | loss: 0.030984 | val_loss: 0.0313366 | Time: 2425.26 ms
[2021-10-29 19:00:34 main:574] : INFO : Epoch 1712 | loss: 0.0309736 | val_loss: 0.0313432 | Time: 2298.63 ms
[2021-10-29 19:00:36 main:574] : INFO : Epoch 1713 | loss: 0.0309682 | val_loss: 0.0313403 | Time: 2264.16 ms
[2021-10-29 19:00:38 main:574] : INFO : Epoch 1714 | loss: 0.0309711 | val_loss: 0.0313324 | Time: 2271.56 ms
[2021-10-29 19:00:40 main:574] : INFO : Epoch 1715 | loss: 0.0309662 | val_loss: 0.0313345 | Time: 2316.04 ms
[2021-10-29 19:00:43 main:574] : INFO : Epoch 1716 | loss: 0.0309648 | val_loss: 0.031364 | Time: 2294.51 ms
[2021-10-29 19:00:45 main:574] : INFO : Epoch 1717 | loss: 0.0309675 | val_loss: 0.0313371 | Time: 2289.7 ms
[2021-10-29 19:00:47 main:574] : INFO : Epoch 1718 | loss: 0.0309746 | val_loss: 0.0313671 | Time: 2281.45 ms
[2021-10-29 19:00:50 main:574] : INFO : Epoch 1719 | loss: 0.0309747 | val_loss: 0.0313292 | Time: 2417.05 ms
[2021-10-29 19:00:52 main:574] : INFO : Epoch 1720 | loss: 0.0309719 | val_loss: 0.0313475 | Time: 2240.15 ms
[2021-10-29 19:00:54 main:574] : INFO : Epoch 1721 | loss: 0.0309708 | val_loss: 0.0313703 | Time: 2419.81 ms
[2021-10-29 19:00:57 main:574] : INFO : Epoch 1722 | loss: 0.0309676 | val_loss: 0.0313598 | Time: 2245.27 ms
[2021-10-29 19:00:59 main:574] : INFO : Epoch 1723 | loss: 0.0309668 | val_loss: 0.0313578 | Time: 2251.26 ms
[2021-10-29 19:01:01 main:574] : INFO : Epoch 1724 | loss: 0.0309675 | val_loss: 0.0313457 | Time: 2265.56 ms
[2021-10-29 19:01:03 main:574] : INFO : Epoch 1725 | loss: 0.0309741 | val_loss: 0.0313616 | Time: 2274.38 ms
[2021-10-29 19:01:07 main:574] : INFO : Epoch 1726 | loss: 0.0309755 | val_loss: 0.0313549 | Time: 3149.41 ms
[2021-10-29 19:01:09 main:574] : INFO : Epoch 1727 | loss: 0.0309694 | val_loss: 0.031354 | Time: 2682.47 ms
[2021-10-29 19:01:12 main:574] : INFO : Epoch 1728 | loss: 0.0309714 | val_loss: 0.0313654 | Time: 2297.77 ms
[2021-10-29 19:01:14 main:574] : INFO : Epoch 1729 | loss: 0.0309726 | val_loss: 0.0313521 | Time: 2241.66 ms
[2021-10-29 19:01:16 main:574] : INFO : Epoch 1730 | loss: 0.0309633 | val_loss: 0.0313624 | Time: 2313.5 ms
[2021-10-29 19:01:19 main:574] : INFO : Epoch 1731 | loss: 0.0309686 | val_loss: 0.0313625 | Time: 2381.37 ms
[2021-10-29 19:01:21 main:574] : INFO : Epoch 1732 | loss: 0.0309623 | val_loss: 0.0313764 | Time: 2318.44 ms
[2021-10-29 19:01:23 main:574] : INFO : Epoch 1733 | loss: 0.0309662 | val_loss: 0.0313308 | Time: 2405.32 ms
[2021-10-29 19:01:26 main:574] : INFO : Epoch 1734 | loss: 0.0309749 | val_loss: 0.0313591 | Time: 2289.45 ms
[2021-10-29 19:01:28 main:574] : INFO : Epoch 1735 | loss: 0.0309727 | val_loss: 0.0313303 | Time: 2310.37 ms
[2021-10-29 19:01:30 main:574] : INFO : Epoch 1736 | loss: 0.0309711 | val_loss: 0.0313469 | Time: 2305.51 ms
[2021-10-29 19:01:33 main:574] : INFO : Epoch 1737 | loss: 0.0309641 | val_loss: 0.0313597 | Time: 2418.64 ms
[2021-10-29 19:01:35 main:574] : INFO : Epoch 1738 | loss: 0.0309663 | val_loss: 0.0313493 | Time: 2397.76 ms
[2021-10-29 19:01:37 main:574] : INFO : Epoch 1739 | loss: 0.03097 | val_loss: 0.0313619 | Time: 2451.01 ms
[2021-10-29 19:01:40 main:574] : INFO : Epoch 1740 | loss: 0.0309707 | val_loss: 0.0313481 | Time: 2305.74 ms
[2021-10-29 19:01:42 main:574] : INFO : Epoch 1741 | loss: 0.0309667 | val_loss: 0.0313733 | Time: 2246.33 ms
[2021-10-29 19:01:44 main:574] : INFO : Epoch 1742 | loss: 0.0309718 | val_loss: 0.0313584 | Time: 2254.92 ms
[2021-10-29 19:01:47 main:574] : INFO : Epoch 1743 | loss: 0.0309748 | val_loss: 0.0313561 | Time: 2286.13 ms
[2021-10-29 19:01:49 main:574] : INFO : Epoch 1744 | loss: 0.030964 | val_loss: 0.0313569 | Time: 2252.55 ms
[2021-10-29 19:01:51 main:574] : INFO : Epoch 1745 | loss: 0.030973 | val_loss: 0.0313342 | Time: 2243.07 ms
[2021-10-29 19:01:53 main:574] : INFO : Epoch 1746 | loss: 0.0309792 | val_loss: 0.0313333 | Time: 2355.97 ms
[2021-10-29 19:01:56 main:574] : INFO : Epoch 1747 | loss: 0.0309773 | val_loss: 0.031358 | Time: 2434.05 ms
[2021-10-29 19:01:58 main:574] : INFO : Epoch 1748 | loss: 0.0309743 | val_loss: 0.0313429 | Time: 2193.12 ms
[2021-10-29 19:02:00 main:574] : INFO : Epoch 1749 | loss: 0.0309694 | val_loss: 0.0313873 | Time: 2169.4 ms
[2021-10-29 19:02:03 main:574] : INFO : Epoch 1750 | loss: 0.0309732 | val_loss: 0.0313564 | Time: 2248.53 ms
[2021-10-29 19:02:05 main:574] : INFO : Epoch 1751 | loss: 0.0309624 | val_loss: 0.0313874 | Time: 2206.83 ms
[2021-10-29 19:02:07 main:574] : INFO : Epoch 1752 | loss: 0.0309622 | val_loss: 0.0313477 | Time: 2207 ms
[2021-10-29 19:02:09 main:574] : INFO : Epoch 1753 | loss: 0.0309685 | val_loss: 0.0313639 | Time: 2202.41 ms
[2021-10-29 19:02:11 main:574] : INFO : Epoch 1754 | loss: 0.0309676 | val_loss: 0.0313745 | Time: 2164.01 ms
[2021-10-29 19:02:13 main:574] : INFO : Epoch 1755 | loss: 0.0309643 | val_loss: 0.0313378 | Time: 2168.9 ms
[2021-10-29 19:02:16 main:574] : INFO : Epoch 1756 | loss: 0.0309746 | val_loss: 0.0313985 | Time: 2167.55 ms
[2021-10-29 19:02:18 main:574] : INFO : Epoch 1757 | loss: 0.0309676 | val_loss: 0.0313706 | Time: 2317.41 ms
[2021-10-29 19:02:20 main:574] : INFO : Epoch 1758 | loss: 0.030969 | val_loss: 0.0313052 | Time: 2245.03 ms
[2021-10-29 19:02:22 main:574] : INFO : Epoch 1759 | loss: 0.0309691 | val_loss: 0.0313693 | Time: 2187.76 ms
[2021-10-29 19:02:25 main:574] : INFO : Epoch 1760 | loss: 0.0309698 | val_loss: 0.031357 | Time: 2154.69 ms
[2021-10-29 19:02:27 main:574] : INFO : Epoch 1761 | loss: 0.0309703 | val_loss: 0.0313238 | Time: 2184.71 ms
[2021-10-29 19:02:29 main:574] : INFO : Epoch 1762 | loss: 0.0309726 | val_loss: 0.0313383 | Time: 2230.58 ms
[2021-10-29 19:02:31 main:574] : INFO : Epoch 1763 | loss: 0.0309686 | val_loss: 0.031332 | Time: 2224.54 ms
[2021-10-29 19:02:33 main:574] : INFO : Epoch 1764 | loss: 0.0309782 | val_loss: 0.0313499 | Time: 2231.22 ms
[2021-10-29 19:02:36 main:574] : INFO : Epoch 1765 | loss: 0.0309761 | val_loss: 0.0313378 | Time: 2268.11 ms
[2021-10-29 19:02:38 main:574] : INFO : Epoch 1766 | loss: 0.0309641 | val_loss: 0.0313657 | Time: 2173.1 ms
[2021-10-29 19:02:40 main:574] : INFO : Epoch 1767 | loss: 0.0309735 | val_loss: 0.0313117 | Time: 2190.67 ms
[2021-10-29 19:02:42 main:574] : INFO : Epoch 1768 | loss: 0.0309798 | val_loss: 0.0313735 | Time: 2169.79 ms
[2021-10-29 19:02:45 main:574] : INFO : Epoch 1769 | loss: 0.0309818 | val_loss: 0.0313511 | Time: 2254.8 ms
[2021-10-29 19:02:47 main:574] : INFO : Epoch 1770 | loss: 0.0309695 | val_loss: 0.0313642 | Time: 2293.94 ms
[2021-10-29 19:02:49 main:574] : INFO : Epoch 1771 | loss: 0.0309669 | val_loss: 0.0313347 | Time: 2329.09 ms
[2021-10-29 19:02:52 main:574] : INFO : Epoch 1772 | loss: 0.0309671 | val_loss: 0.0313385 | Time: 2314.86 ms
[2021-10-29 19:02:54 main:574] : INFO : Epoch 1773 | loss: 0.0310029 | val_loss: 0.031305 | Time: 2356.4 ms
[2021-10-29 19:02:56 main:574] : INFO : Epoch 1774 | loss: 0.0310096 | val_loss: 0.0313522 | Time: 2528.13 ms
[2021-10-29 19:02:59 main:574] : INFO : Epoch 1775 | loss: 0.0309771 | val_loss: 0.0313372 | Time: 2337.76 ms
[2021-10-29 19:03:01 main:574] : INFO : Epoch 1776 | loss: 0.0309676 | val_loss: 0.0313558 | Time: 2260.01 ms
[2021-10-29 19:03:03 main:574] : INFO : Epoch 1777 | loss: 0.0309661 | val_loss: 0.0313572 | Time: 2327.83 ms
[2021-10-29 19:03:06 main:574] : INFO : Epoch 1778 | loss: 0.030971 | val_loss: 0.0313246 | Time: 2247.81 ms
[2021-10-29 19:03:08 main:574] : INFO : Epoch 1779 | loss: 0.0309694 | val_loss: 0.0313814 | Time: 2335.13 ms
[2021-10-29 19:03:10 main:574] : INFO : Epoch 1780 | loss: 0.0309696 | val_loss: 0.0313569 | Time: 2212.36 ms
[2021-10-29 19:03:12 main:574] : INFO : Epoch 1781 | loss: 0.0309719 | val_loss: 0.031349 | Time: 2200.11 ms
[2021-10-29 19:03:15 main:574] : INFO : Epoch 1782 | loss: 0.0309718 | val_loss: 0.0313394 | Time: 2203.8 ms
[2021-10-29 19:03:17 main:574] : INFO : Epoch 1783 | loss: 0.0309708 | val_loss: 0.0313585 | Time: 2338.32 ms
[2021-10-29 19:03:19 main:574] : INFO : Epoch 1784 | loss: 0.0309716 | val_loss: 0.0313333 | Time: 2221.31 ms
[2021-10-29 19:03:21 main:574] : INFO : Epoch 1785 | loss: 0.0309669 | val_loss: 0.0313822 | Time: 2179.01 ms
[2021-10-29 19:03:24 main:574] : INFO : Epoch 1786 | loss: 0.0309681 | val_loss: 0.0313379 | Time: 2210.04 ms
[2021-10-29 19:03:26 main:574] : INFO : Epoch 1787 | loss: 0.0309782 | val_loss: 0.0313143 | Time: 2251.02 ms
[2021-10-29 19:03:28 main:574] : INFO : Epoch 1788 | loss: 0.0309846 | val_loss: 0.0313632 | Time: 2205.94 ms
[2021-10-29 19:03:30 main:574] : INFO : Epoch 1789 | loss: 0.030977 | val_loss: 0.0313449 | Time: 2170.57 ms
[2021-10-29 19:03:32 main:574] : INFO : Epoch 1790 | loss: 0.0309681 | val_loss: 0.0313665 | Time: 2214.29 ms
[2021-10-29 19:03:35 main:574] : INFO : Epoch 1791 | loss: 0.0309691 | val_loss: 0.0313188 | Time: 2247.01 ms
[2021-10-29 19:03:37 main:574] : INFO : Epoch 1792 | loss: 0.030968 | val_loss: 0.0313406 | Time: 2320.37 ms
[2021-10-29 19:03:39 main:574] : INFO : Epoch 1793 | loss: 0.0309724 | val_loss: 0.0313541 | Time: 2245.55 ms
[2021-10-29 19:03:41 main:574] : INFO : Epoch 1794 | loss: 0.0309662 | val_loss: 0.0313792 | Time: 2218.22 ms
[2021-10-29 19:03:44 main:574] : INFO : Epoch 1795 | loss: 0.0309782 | val_loss: 0.0313394 | Time: 2199.15 ms
[2021-10-29 19:03:46 main:574] : INFO : Epoch 1796 | loss: 0.0309695 | val_loss: 0.03133 | Time: 2253.77 ms
[2021-10-29 19:03:48 main:574] : INFO : Epoch 1797 | loss: 0.0309768 | val_loss: 0.0313678 | Time: 2201.12 ms
[2021-10-29 19:03:50 main:574] : INFO : Epoch 1798 | loss: 0.0309706 | val_loss: 0.0313111 | Time: 2185.07 ms
[2021-10-29 19:03:53 main:574] : INFO : Epoch 1799 | loss: 0.0309672 | val_loss: 0.0313408 | Time: 2226.75 ms
[2021-10-29 19:03:55 main:574] : INFO : Epoch 1800 | loss: 0.0309763 | val_loss: 0.0313357 | Time: 2206.3 ms
[2021-10-29 19:03:57 main:574] : INFO : Epoch 1801 | loss: 0.0309743 | val_loss: 0.0313597 | Time: 2269.22 ms
[2021-10-29 19:03:59 main:574] : INFO : Epoch 1802 | loss: 0.0309729 | val_loss: 0.031341 | Time: 2154.08 ms
[2021-10-29 19:04:01 main:574] : INFO : Epoch 1803 | loss: 0.0309712 | val_loss: 0.0313576 | Time: 2158.64 ms
[2021-10-29 19:04:04 main:574] : INFO : Epoch 1804 | loss: 0.0309683 | val_loss: 0.031335 | Time: 2301.58 ms
[2021-10-29 19:04:06 main:574] : INFO : Epoch 1805 | loss: 0.0309716 | val_loss: 0.0313768 | Time: 2218.17 ms
[2021-10-29 19:04:08 main:574] : INFO : Epoch 1806 | loss: 0.0309671 | val_loss: 0.0313429 | Time: 2214.17 ms
[2021-10-29 19:04:10 main:574] : INFO : Epoch 1807 | loss: 0.0309641 | val_loss: 0.0313742 | Time: 2227 ms
[2021-10-29 19:04:13 main:574] : INFO : Epoch 1808 | loss: 0.0309661 | val_loss: 0.0313672 | Time: 2273.31 ms
[2021-10-29 19:04:15 main:574] : INFO : Epoch 1809 | loss: 0.0309699 | val_loss: 0.0313375 | Time: 2213.69 ms
[2021-10-29 19:04:17 main:574] : INFO : Epoch 1810 | loss: 0.0309691 | val_loss: 0.0313542 | Time: 2429.39 ms
[2021-10-29 19:04:19 main:574] : INFO : Epoch 1811 | loss: 0.0309749 | val_loss: 0.0313551 | Time: 2144.19 ms
[2021-10-29 19:04:22 main:574] : INFO : Epoch 1812 | loss: 0.0309818 | val_loss: 0.0313637 | Time: 2153.25 ms
[2021-10-29 19:04:24 main:574] : INFO : Epoch 1813 | loss: 0.0309722 | val_loss: 0.0313552 | Time: 2137.54 ms
[2021-10-29 19:04:26 main:574] : INFO : Epoch 1814 | loss: 0.0309682 | val_loss: 0.0313397 | Time: 2172.86 ms
[2021-10-29 19:04:28 main:574] : INFO : Epoch 1815 | loss: 0.0309707 | val_loss: 0.0313377 | Time: 2166.19 ms
[2021-10-29 19:04:30 main:574] : INFO : Epoch 1816 | loss: 0.0309767 | val_loss: 0.031314 | Time: 2220.96 ms
[2021-10-29 19:04:32 main:574] : INFO : Epoch 1817 | loss: 0.0309721 | val_loss: 0.0313804 | Time: 2166.29 ms
[2021-10-29 19:04:35 main:574] : INFO : Epoch 1818 | loss: 0.0309845 | val_loss: 0.0313162 | Time: 2148.79 ms
[2021-10-29 19:04:37 main:574] : INFO : Epoch 1819 | loss: 0.0309866 | val_loss: 0.0313819 | Time: 2125.46 ms
[2021-10-29 19:04:39 main:574] : INFO : Epoch 1820 | loss: 0.0309777 | val_loss: 0.0313892 | Time: 2138.84 ms
[2021-10-29 19:04:41 main:574] : INFO : Epoch 1821 | loss: 0.0309687 | val_loss: 0.0313668 | Time: 2125.92 ms
[2021-10-29 19:04:43 main:574] : INFO : Epoch 1822 | loss: 0.0309603 | val_loss: 0.031378 | Time: 2184.58 ms
[2021-10-29 19:04:45 main:574] : INFO : Epoch 1823 | loss: 0.0309719 | val_loss: 0.0313592 | Time: 2151.73 ms
[2021-10-29 19:04:48 main:574] : INFO : Epoch 1824 | loss: 0.0309662 | val_loss: 0.0313308 | Time: 2147.27 ms
[2021-10-29 19:04:50 main:574] : INFO : Epoch 1825 | loss: 0.0309788 | val_loss: 0.0313798 | Time: 2149.7 ms
[2021-10-29 19:04:52 main:574] : INFO : Epoch 1826 | loss: 0.0309692 | val_loss: 0.0313712 | Time: 2141.1 ms
[2021-10-29 19:04:54 main:574] : INFO : Epoch 1827 | loss: 0.0309698 | val_loss: 0.0313329 | Time: 2154.81 ms
[2021-10-29 19:04:56 main:574] : INFO : Epoch 1828 | loss: 0.0309677 | val_loss: 0.0313327 | Time: 2135.92 ms
[2021-10-29 19:04:58 main:574] : INFO : Epoch 1829 | loss: 0.0309765 | val_loss: 0.0313595 | Time: 2165.52 ms
[2021-10-29 19:05:00 main:574] : INFO : Epoch 1830 | loss: 0.0309681 | val_loss: 0.0313521 | Time: 2144.05 ms
[2021-10-29 19:05:03 main:574] : INFO : Epoch 1831 | loss: 0.0309702 | val_loss: 0.0313572 | Time: 2160.72 ms
[2021-10-29 19:05:05 main:574] : INFO : Epoch 1832 | loss: 0.030973 | val_loss: 0.0313814 | Time: 2159.34 ms
[2021-10-29 19:05:07 main:574] : INFO : Epoch 1833 | loss: 0.0309672 | val_loss: 0.03134 | Time: 2164.75 ms
[2021-10-29 19:05:09 main:574] : INFO : Epoch 1834 | loss: 0.030961 | val_loss: 0.0313457 | Time: 2149.32 ms
[2021-10-29 19:05:11 main:574] : INFO : Epoch 1835 | loss: 0.0309641 | val_loss: 0.0313611 | Time: 2135.17 ms
[2021-10-29 19:05:13 main:574] : INFO : Epoch 1836 | loss: 0.0309783 | val_loss: 0.031372 | Time: 2182.05 ms
[2021-10-29 19:05:16 main:574] : INFO : Epoch 1837 | loss: 0.030979 | val_loss: 0.0313335 | Time: 2211.13 ms
[2021-10-29 19:05:18 main:574] : INFO : Epoch 1838 | loss: 0.0309663 | val_loss: 0.0313463 | Time: 2178.25 ms
[2021-10-29 19:05:20 main:574] : INFO : Epoch 1839 | loss: 0.0309663 | val_loss: 0.031361 | Time: 2119.2 ms
[2021-10-29 19:05:22 main:574] : INFO : Epoch 1840 | loss: 0.0309704 | val_loss: 0.0313534 | Time: 2279.8 ms
[2021-10-29 19:05:24 main:574] : INFO : Epoch 1841 | loss: 0.0309628 | val_loss: 0.0313763 | Time: 2160.69 ms
[2021-10-29 19:05:27 main:574] : INFO : Epoch 1842 | loss: 0.0309737 | val_loss: 0.0313525 | Time: 2267.79 ms
[2021-10-29 19:05:29 main:574] : INFO : Epoch 1843 | loss: 0.0309729 | val_loss: 0.0313584 | Time: 2200.36 ms
[2021-10-29 19:05:31 main:574] : INFO : Epoch 1844 | loss: 0.030965 | val_loss: 0.0313623 | Time: 2179.28 ms
[2021-10-29 19:05:33 main:574] : INFO : Epoch 1845 | loss: 0.0309729 | val_loss: 0.0313519 | Time: 2188.27 ms
[2021-10-29 19:05:35 main:574] : INFO : Epoch 1846 | loss: 0.0309704 | val_loss: 0.0313814 | Time: 2186.33 ms
[2021-10-29 19:05:38 main:574] : INFO : Epoch 1847 | loss: 0.0309707 | val_loss: 0.0312997 | Time: 2187 ms
[2021-10-29 19:05:40 main:574] : INFO : Epoch 1848 | loss: 0.0309796 | val_loss: 0.0313338 | Time: 2172.72 ms
[2021-10-29 19:05:42 main:574] : INFO : Epoch 1849 | loss: 0.0309715 | val_loss: 0.0313687 | Time: 2177.98 ms
[2021-10-29 19:05:44 main:574] : INFO : Epoch 1850 | loss: 0.0309666 | val_loss: 0.0313281 | Time: 2233.53 ms
[2021-10-29 19:05:46 main:574] : INFO : Epoch 1851 | loss: 0.0309657 | val_loss: 0.031373 | Time: 2195.5 ms
[2021-10-29 19:05:49 main:574] : INFO : Epoch 1852 | loss: 0.0309634 | val_loss: 0.0313451 | Time: 2228.79 ms
[2021-10-29 19:05:51 main:574] : INFO : Epoch 1853 | loss: 0.0309725 | val_loss: 0.0313505 | Time: 2305.95 ms
[2021-10-29 19:05:53 main:574] : INFO : Epoch 1854 | loss: 0.0309764 | val_loss: 0.0313446 | Time: 2408.48 ms
[2021-10-29 19:05:56 main:574] : INFO : Epoch 1855 | loss: 0.0309711 | val_loss: 0.0313307 | Time: 2308.31 ms
[2021-10-29 19:05:58 main:574] : INFO : Epoch 1856 | loss: 0.030972 | val_loss: 0.031369 | Time: 2488.98 ms
[2021-10-29 19:06:01 main:574] : INFO : Epoch 1857 | loss: 0.030973 | val_loss: 0.0313346 | Time: 2350.24 ms
[2021-10-29 19:06:03 main:574] : INFO : Epoch 1858 | loss: 0.0309696 | val_loss: 0.0313178 | Time: 2334.43 ms
[2021-10-29 19:06:05 main:574] : INFO : Epoch 1859 | loss: 0.0309759 | val_loss: 0.0314016 | Time: 2252.93 ms
[2021-10-29 19:06:07 main:574] : INFO : Epoch 1860 | loss: 0.0309713 | val_loss: 0.0313304 | Time: 2226.18 ms
[2021-10-29 19:06:10 main:574] : INFO : Epoch 1861 | loss: 0.0309697 | val_loss: 0.0313314 | Time: 2267.29 ms
[2021-10-29 19:06:12 main:574] : INFO : Epoch 1862 | loss: 0.0309676 | val_loss: 0.0313766 | Time: 2257.98 ms
[2021-10-29 19:06:14 main:574] : INFO : Epoch 1863 | loss: 0.0309607 | val_loss: 0.0313306 | Time: 2211.71 ms
[2021-10-29 19:06:16 main:574] : INFO : Epoch 1864 | loss: 0.0309633 | val_loss: 0.0313506 | Time: 2245.26 ms
[2021-10-29 19:06:19 main:574] : INFO : Epoch 1865 | loss: 0.0309651 | val_loss: 0.0313523 | Time: 2485.95 ms
[2021-10-29 19:06:21 main:574] : INFO : Epoch 1866 | loss: 0.0309697 | val_loss: 0.0313454 | Time: 2262.08 ms
[2021-10-29 19:06:23 main:574] : INFO : Epoch 1867 | loss: 0.0309737 | val_loss: 0.0313761 | Time: 2290.59 ms
[2021-10-29 19:06:26 main:574] : INFO : Epoch 1868 | loss: 0.0309729 | val_loss: 0.0313496 | Time: 2267.04 ms
[2021-10-29 19:06:28 main:574] : INFO : Epoch 1869 | loss: 0.0309637 | val_loss: 0.0313537 | Time: 2242.77 ms
[2021-10-29 19:06:30 main:574] : INFO : Epoch 1870 | loss: 0.0309646 | val_loss: 0.0313443 | Time: 2229.91 ms
[2021-10-29 19:06:32 main:574] : INFO : Epoch 1871 | loss: 0.0309658 | val_loss: 0.031359 | Time: 2242.91 ms
[2021-10-29 19:06:35 main:574] : INFO : Epoch 1872 | loss: 0.0309741 | val_loss: 0.0313258 | Time: 2186.49 ms
[2021-10-29 19:06:37 main:574] : INFO : Epoch 1873 | loss: 0.0309753 | val_loss: 0.0313416 | Time: 2171.54 ms
[2021-10-29 19:06:39 main:574] : INFO : Epoch 1874 | loss: 0.0309684 | val_loss: 0.0313644 | Time: 2162.81 ms
[2021-10-29 19:06:41 main:574] : INFO : Epoch 1875 | loss: 0.030977 | val_loss: 0.0313008 | Time: 2188.13 ms
[2021-10-29 19:06:43 main:574] : INFO : Epoch 1876 | loss: 0.0309784 | val_loss: 0.0313923 | Time: 2257.37 ms
[2021-10-29 19:06:46 main:574] : INFO : Epoch 1877 | loss: 0.0309842 | val_loss: 0.0313563 | Time: 2223.43 ms
[2021-10-29 19:06:48 main:574] : INFO : Epoch 1878 | loss: 0.0309793 | val_loss: 0.0313631 | Time: 2310.94 ms
[2021-10-29 19:06:50 main:574] : INFO : Epoch 1879 | loss: 0.0309696 | val_loss: 0.0313373 | Time: 2273.54 ms
[2021-10-29 19:06:53 main:574] : INFO : Epoch 1880 | loss: 0.0309667 | val_loss: 0.0313554 | Time: 2295.77 ms
[2021-10-29 19:06:55 main:574] : INFO : Epoch 1881 | loss: 0.0309639 | val_loss: 0.031357 | Time: 2331.91 ms
[2021-10-29 19:06:57 main:574] : INFO : Epoch 1882 | loss: 0.0309726 | val_loss: 0.0313521 | Time: 2271.8 ms
[2021-10-29 19:06:59 main:574] : INFO : Epoch 1883 | loss: 0.0309727 | val_loss: 0.0313582 | Time: 2258.33 ms
[2021-10-29 19:07:02 main:574] : INFO : Epoch 1884 | loss: 0.0309699 | val_loss: 0.0313605 | Time: 2196.58 ms
[2021-10-29 19:07:04 main:574] : INFO : Epoch 1885 | loss: 0.0309767 | val_loss: 0.0313185 | Time: 2187.84 ms
[2021-10-29 19:07:06 main:574] : INFO : Epoch 1886 | loss: 0.0309739 | val_loss: 0.0313334 | Time: 2152.61 ms
[2021-10-29 19:07:08 main:574] : INFO : Epoch 1887 | loss: 0.0309773 | val_loss: 0.0313523 | Time: 2159.63 ms
[2021-10-29 19:07:10 main:574] : INFO : Epoch 1888 | loss: 0.0309815 | val_loss: 0.0313213 | Time: 2293.77 ms
[2021-10-29 19:07:13 main:574] : INFO : Epoch 1889 | loss: 0.0309766 | val_loss: 0.031381 | Time: 2466.84 ms
[2021-10-29 19:07:15 main:574] : INFO : Epoch 1890 | loss: 0.0309712 | val_loss: 0.0313496 | Time: 2337.46 ms
[2021-10-29 19:07:18 main:574] : INFO : Epoch 1891 | loss: 0.0309648 | val_loss: 0.031347 | Time: 2377.59 ms
[2021-10-29 19:07:20 main:574] : INFO : Epoch 1892 | loss: 0.0309654 | val_loss: 0.0313457 | Time: 2180.73 ms
[2021-10-29 19:07:22 main:574] : INFO : Epoch 1893 | loss: 0.030966 | val_loss: 0.0313155 | Time: 2166.11 ms
[2021-10-29 19:07:24 main:574] : INFO : Epoch 1894 | loss: 0.0309754 | val_loss: 0.0313591 | Time: 2315.65 ms
[2021-10-29 19:07:27 main:574] : INFO : Epoch 1895 | loss: 0.0309706 | val_loss: 0.0313524 | Time: 2404.14 ms
[2021-10-29 19:07:29 main:574] : INFO : Epoch 1896 | loss: 0.0309727 | val_loss: 0.0313407 | Time: 2239.43 ms
[2021-10-29 19:07:31 main:574] : INFO : Epoch 1897 | loss: 0.0309758 | val_loss: 0.0313476 | Time: 2317.63 ms
[2021-10-29 19:07:34 main:574] : INFO : Epoch 1898 | loss: 0.0309708 | val_loss: 0.0313864 | Time: 2382.02 ms
[2021-10-29 19:07:36 main:574] : INFO : Epoch 1899 | loss: 0.0309678 | val_loss: 0.0313273 | Time: 2289.23 ms
[2021-10-29 19:07:38 main:574] : INFO : Epoch 1900 | loss: 0.0309677 | val_loss: 0.0313414 | Time: 2292.63 ms
[2021-10-29 19:07:41 main:574] : INFO : Epoch 1901 | loss: 0.0309616 | val_loss: 0.0313428 | Time: 3014.78 ms
[2021-10-29 19:07:44 main:574] : INFO : Epoch 1902 | loss: 0.0309771 | val_loss: 0.0313478 | Time: 2312.73 ms
[2021-10-29 19:07:46 main:574] : INFO : Epoch 1903 | loss: 0.0309759 | val_loss: 0.0313201 | Time: 2251.29 ms
[2021-10-29 19:07:48 main:574] : INFO : Epoch 1904 | loss: 0.030974 | val_loss: 0.0313321 | Time: 2376.61 ms
[2021-10-29 19:07:51 main:574] : INFO : Epoch 1905 | loss: 0.0309725 | val_loss: 0.03139 | Time: 2578.45 ms
[2021-10-29 19:07:54 main:574] : INFO : Epoch 1906 | loss: 0.0309771 | val_loss: 0.0313806 | Time: 2810.46 ms
[2021-10-29 19:07:56 main:574] : INFO : Epoch 1907 | loss: 0.0309706 | val_loss: 0.0313589 | Time: 2389.34 ms
[2021-10-29 19:07:59 main:574] : INFO : Epoch 1908 | loss: 0.0309698 | val_loss: 0.0313367 | Time: 2442.34 ms
[2021-10-29 19:08:01 main:574] : INFO : Epoch 1909 | loss: 0.0309629 | val_loss: 0.0313693 | Time: 2651.47 ms
[2021-10-29 19:08:04 main:574] : INFO : Epoch 1910 | loss: 0.0309658 | val_loss: 0.0313506 | Time: 2317.72 ms
[2021-10-29 19:08:06 main:574] : INFO : Epoch 1911 | loss: 0.0309701 | val_loss: 0.0313738 | Time: 2265.56 ms
[2021-10-29 19:08:08 main:574] : INFO : Epoch 1912 | loss: 0.0309646 | val_loss: 0.031355 | Time: 2294.42 ms
[2021-10-29 19:08:10 main:574] : INFO : Epoch 1913 | loss: 0.0309642 | val_loss: 0.0313399 | Time: 2406.62 ms
[2021-10-29 19:08:13 main:574] : INFO : Epoch 1914 | loss: 0.0309647 | val_loss: 0.0313451 | Time: 2436.91 ms
[2021-10-29 19:08:15 main:574] : INFO : Epoch 1915 | loss: 0.0309705 | val_loss: 0.03132 | Time: 2368.68 ms
[2021-10-29 19:08:18 main:574] : INFO : Epoch 1916 | loss: 0.0309759 | val_loss: 0.0313373 | Time: 2494.47 ms
[2021-10-29 19:08:20 main:574] : INFO : Epoch 1917 | loss: 0.0309654 | val_loss: 0.0313616 | Time: 2263.08 ms
[2021-10-29 19:08:22 main:574] : INFO : Epoch 1918 | loss: 0.0309799 | val_loss: 0.031338 | Time: 2290.76 ms
[2021-10-29 19:08:25 main:574] : INFO : Epoch 1919 | loss: 0.0309825 | val_loss: 0.0313626 | Time: 2310.93 ms
[2021-10-29 19:08:27 main:574] : INFO : Epoch 1920 | loss: 0.0309765 | val_loss: 0.0313664 | Time: 2298.68 ms
[2021-10-29 19:08:29 main:574] : INFO : Epoch 1921 | loss: 0.0309642 | val_loss: 0.0313584 | Time: 2325.21 ms
[2021-10-29 19:08:32 main:574] : INFO : Epoch 1922 | loss: 0.030974 | val_loss: 0.0313544 | Time: 2339.27 ms
[2021-10-29 19:08:34 main:574] : INFO : Epoch 1923 | loss: 0.0309687 | val_loss: 0.0313492 | Time: 2315.9 ms
[2021-10-29 19:08:36 main:574] : INFO : Epoch 1924 | loss: 0.0309665 | val_loss: 0.0313249 | Time: 2229.82 ms
[2021-10-29 19:08:38 main:574] : INFO : Epoch 1925 | loss: 0.0309643 | val_loss: 0.0313506 | Time: 2245.14 ms
[2021-10-29 19:08:41 main:574] : INFO : Epoch 1926 | loss: 0.0309796 | val_loss: 0.0313693 | Time: 2266.08 ms
[2021-10-29 19:08:43 main:574] : INFO : Epoch 1927 | loss: 0.0309699 | val_loss: 0.031372 | Time: 2314.08 ms
[2021-10-29 19:08:45 main:574] : INFO : Epoch 1928 | loss: 0.0309697 | val_loss: 0.0313113 | Time: 2370.28 ms
[2021-10-29 19:08:48 main:574] : INFO : Epoch 1929 | loss: 0.0309751 | val_loss: 0.0313743 | Time: 2200.54 ms
[2021-10-29 19:08:50 main:574] : INFO : Epoch 1930 | loss: 0.0309663 | val_loss: 0.0313747 | Time: 2169.51 ms
[2021-10-29 19:08:52 main:574] : INFO : Epoch 1931 | loss: 0.0309691 | val_loss: 0.0313371 | Time: 2234.98 ms
[2021-10-29 19:08:54 main:574] : INFO : Epoch 1932 | loss: 0.0309659 | val_loss: 0.0313579 | Time: 2319.97 ms
[2021-10-29 19:08:57 main:574] : INFO : Epoch 1933 | loss: 0.030975 | val_loss: 0.0313554 | Time: 2314.98 ms
[2021-10-29 19:08:59 main:574] : INFO : Epoch 1934 | loss: 0.0309742 | val_loss: 0.0313211 | Time: 2283.66 ms
[2021-10-29 19:09:01 main:574] : INFO : Epoch 1935 | loss: 0.0309705 | val_loss: 0.0313615 | Time: 2264.8 ms
[2021-10-29 19:09:04 main:574] : INFO : Epoch 1936 | loss: 0.0309659 | val_loss: 0.0313572 | Time: 2300.41 ms
[2021-10-29 19:09:06 main:574] : INFO : Epoch 1937 | loss: 0.030972 | val_loss: 0.0313274 | Time: 2327.99 ms
[2021-10-29 19:09:08 main:574] : INFO : Epoch 1938 | loss: 0.0309802 | val_loss: 0.0313685 | Time: 2280.18 ms
[2021-10-29 19:09:10 main:574] : INFO : Epoch 1939 | loss: 0.0309701 | val_loss: 0.0313465 | Time: 2258.65 ms
[2021-10-29 19:09:13 main:574] : INFO : Epoch 1940 | loss: 0.0309763 | val_loss: 0.0313577 | Time: 2318.01 ms
[2021-10-29 19:09:15 main:574] : INFO : Epoch 1941 | loss: 0.0309713 | val_loss: 0.0313415 | Time: 2237.35 ms
[2021-10-29 19:09:18 main:574] : INFO : Epoch 1942 | loss: 0.030968 | val_loss: 0.0313398 | Time: 2597.71 ms
[2021-10-29 19:09:20 main:574] : INFO : Epoch 1943 | loss: 0.0309811 | val_loss: 0.0313666 | Time: 2286.5 ms
[2021-10-29 19:09:22 main:574] : INFO : Epoch 1944 | loss: 0.0309696 | val_loss: 0.031376 | Time: 2418.67 ms
[2021-10-29 19:09:25 main:574] : INFO : Epoch 1945 | loss: 0.0309643 | val_loss: 0.0313604 | Time: 2562.21 ms
[2021-10-29 19:09:27 main:574] : INFO : Epoch 1946 | loss: 0.0309789 | val_loss: 0.0313731 | Time: 2182.18 ms
[2021-10-29 19:09:29 main:574] : INFO : Epoch 1947 | loss: 0.0309811 | val_loss: 0.0313802 | Time: 2105.63 ms
[2021-10-29 19:09:32 main:574] : INFO : Epoch 1948 | loss: 0.0309685 | val_loss: 0.0313343 | Time: 2278.59 ms
[2021-10-29 19:09:34 main:574] : INFO : Epoch 1949 | loss: 0.030966 | val_loss: 0.031363 | Time: 2199.15 ms
[2021-10-29 19:09:36 main:574] : INFO : Epoch 1950 | loss: 0.0309708 | val_loss: 0.0313162 | Time: 2131.4 ms
[2021-10-29 19:09:38 main:574] : INFO : Epoch 1951 | loss: 0.0309721 | val_loss: 0.0313293 | Time: 2171.21 ms
[2021-10-29 19:09:40 main:574] : INFO : Epoch 1952 | loss: 0.0309783 | val_loss: 0.0313545 | Time: 2140.56 ms
[2021-10-29 19:09:42 main:574] : INFO : Epoch 1953 | loss: 0.0309811 | val_loss: 0.0313464 | Time: 2223.04 ms
[2021-10-29 19:09:45 main:574] : INFO : Epoch 1954 | loss: 0.0309768 | val_loss: 0.0313528 | Time: 2163.84 ms
[2021-10-29 19:09:47 main:574] : INFO : Epoch 1955 | loss: 0.0309704 | val_loss: 0.0313746 | Time: 2098.36 ms
[2021-10-29 19:09:49 main:574] : INFO : Epoch 1956 | loss: 0.0309742 | val_loss: 0.0313891 | Time: 2149.4 ms
[2021-10-29 19:09:51 main:574] : INFO : Epoch 1957 | loss: 0.0309683 | val_loss: 0.0313375 | Time: 2185.14 ms
[2021-10-29 19:09:53 main:574] : INFO : Epoch 1958 | loss: 0.03097 | val_loss: 0.0313538 | Time: 2232.41 ms
[2021-10-29 19:09:56 main:574] : INFO : Epoch 1959 | loss: 0.0309743 | val_loss: 0.0313579 | Time: 2423.29 ms
[2021-10-29 19:09:58 main:574] : INFO : Epoch 1960 | loss: 0.0309687 | val_loss: 0.0313737 | Time: 2150.75 ms
[2021-10-29 19:10:00 main:574] : INFO : Epoch 1961 | loss: 0.0309681 | val_loss: 0.0313763 | Time: 2139.43 ms
[2021-10-29 19:10:02 main:574] : INFO : Epoch 1962 | loss: 0.0309707 | val_loss: 0.0313391 | Time: 2210.81 ms
[2021-10-29 19:10:04 main:574] : INFO : Epoch 1963 | loss: 0.0309747 | val_loss: 0.0313496 | Time: 2171 ms
[2021-10-29 19:10:07 main:574] : INFO : Epoch 1964 | loss: 0.0309825 | val_loss: 0.0313652 | Time: 2160.85 ms
[2021-10-29 19:10:09 main:574] : INFO : Epoch 1965 | loss: 0.030968 | val_loss: 0.0313384 | Time: 2176.54 ms
[2021-10-29 19:10:11 main:574] : INFO : Epoch 1966 | loss: 0.0309663 | val_loss: 0.0313748 | Time: 2468.38 ms
[2021-10-29 19:10:13 main:574] : INFO : Epoch 1967 | loss: 0.0309597 | val_loss: 0.031352 | Time: 2174.45 ms
[2021-10-29 19:10:16 main:574] : INFO : Epoch 1968 | loss: 0.0309638 | val_loss: 0.0313869 | Time: 2173.98 ms
[2021-10-29 19:10:18 main:574] : INFO : Epoch 1969 | loss: 0.0309794 | val_loss: 0.0312841 | Time: 2346.35 ms
[2021-10-29 19:10:20 main:574] : INFO : Epoch 1970 | loss: 0.0309873 | val_loss: 0.0313192 | Time: 2163.69 ms
[2021-10-29 19:10:22 main:574] : INFO : Epoch 1971 | loss: 0.0309749 | val_loss: 0.031357 | Time: 2133.55 ms
[2021-10-29 19:10:24 main:574] : INFO : Epoch 1972 | loss: 0.0309693 | val_loss: 0.0313844 | Time: 2146.74 ms
[2021-10-29 19:10:26 main:574] : INFO : Epoch 1973 | loss: 0.03097 | val_loss: 0.0313745 | Time: 2139.36 ms
[2021-10-29 19:10:29 main:574] : INFO : Epoch 1974 | loss: 0.0309606 | val_loss: 0.0313454 | Time: 2170.46 ms
[2021-10-29 19:10:31 main:574] : INFO : Epoch 1975 | loss: 0.030957 | val_loss: 0.0313807 | Time: 2086.81 ms
[2021-10-29 19:10:33 main:574] : INFO : Epoch 1976 | loss: 0.0309607 | val_loss: 0.0313586 | Time: 2253.66 ms
[2021-10-29 19:10:35 main:574] : INFO : Epoch 1977 | loss: 0.0309759 | val_loss: 0.0313694 | Time: 2199.82 ms
[2021-10-29 19:10:37 main:574] : INFO : Epoch 1978 | loss: 0.0309751 | val_loss: 0.0313476 | Time: 2138.31 ms
[2021-10-29 19:10:40 main:574] : INFO : Epoch 1979 | loss: 0.0309632 | val_loss: 0.0313633 | Time: 2164.24 ms
[2021-10-29 19:10:42 main:574] : INFO : Epoch 1980 | loss: 0.0309687 | val_loss: 0.0313352 | Time: 2149.15 ms
[2021-10-29 19:10:44 main:574] : INFO : Epoch 1981 | loss: 0.0309686 | val_loss: 0.0313838 | Time: 2108.7 ms
[2021-10-29 19:10:46 main:574] : INFO : Epoch 1982 | loss: 0.0309644 | val_loss: 0.0313228 | Time: 2172.21 ms
[2021-10-29 19:10:48 main:574] : INFO : Epoch 1983 | loss: 0.0309789 | val_loss: 0.0313352 | Time: 2136.6 ms
[2021-10-29 19:10:50 main:574] : INFO : Epoch 1984 | loss: 0.0309718 | val_loss: 0.0313634 | Time: 2096.28 ms
[2021-10-29 19:10:53 main:574] : INFO : Epoch 1985 | loss: 0.030963 | val_loss: 0.0313594 | Time: 2404.15 ms
[2021-10-29 19:10:55 main:574] : INFO : Epoch 1986 | loss: 0.0309704 | val_loss: 0.0313364 | Time: 2274.38 ms
[2021-10-29 19:10:57 main:574] : INFO : Epoch 1987 | loss: 0.0309658 | val_loss: 0.0313497 | Time: 2183.26 ms
[2021-10-29 19:10:59 main:574] : INFO : Epoch 1988 | loss: 0.0309708 | val_loss: 0.0313016 | Time: 2302.89 ms
[2021-10-29 19:11:02 main:574] : INFO : Epoch 1989 | loss: 0.0309745 | val_loss: 0.0314044 | Time: 2434.47 ms
[2021-10-29 19:11:04 main:574] : INFO : Epoch 1990 | loss: 0.0309731 | val_loss: 0.0313242 | Time: 2268.35 ms
[2021-10-29 19:11:06 main:574] : INFO : Epoch 1991 | loss: 0.0309858 | val_loss: 0.0313223 | Time: 2162.27 ms
[2021-10-29 19:11:08 main:574] : INFO : Epoch 1992 | loss: 0.030972 | val_loss: 0.0313275 | Time: 2188.59 ms
[2021-10-29 19:11:11 main:574] : INFO : Epoch 1993 | loss: 0.0309713 | val_loss: 0.0313868 | Time: 2279.75 ms
[2021-10-29 19:11:13 main:574] : INFO : Epoch 1994 | loss: 0.0309643 | val_loss: 0.0313464 | Time: 2226.76 ms
[2021-10-29 19:11:15 main:574] : INFO : Epoch 1995 | loss: 0.0309617 | val_loss: 0.0313788 | Time: 2288.95 ms
[2021-10-29 19:11:18 main:574] : INFO : Epoch 1996 | loss: 0.030967 | val_loss: 0.0313568 | Time: 2363.3 ms
[2021-10-29 19:11:20 main:574] : INFO : Epoch 1997 | loss: 0.0309692 | val_loss: 0.0313754 | Time: 2276.12 ms
[2021-10-29 19:11:22 main:574] : INFO : Epoch 1998 | loss: 0.030975 | val_loss: 0.0313274 | Time: 2310.92 ms
[2021-10-29 19:11:25 main:574] : INFO : Epoch 1999 | loss: 0.0309973 | val_loss: 0.0313358 | Time: 2425.31 ms
[2021-10-29 19:11:27 main:574] : INFO : Epoch 2000 | loss: 0.0309741 | val_loss: 0.0313538 | Time: 2497.6 ms
[2021-10-29 19:11:30 main:574] : INFO : Epoch 2001 | loss: 0.0309685 | val_loss: 0.0313584 | Time: 2669.78 ms
[2021-10-29 19:11:32 main:574] : INFO : Epoch 2002 | loss: 0.0309714 | val_loss: 0.0313509 | Time: 2235.85 ms
[2021-10-29 19:11:35 main:574] : INFO : Epoch 2003 | loss: 0.0309671 | val_loss: 0.0313463 | Time: 2306.76 ms
[2021-10-29 19:11:37 main:574] : INFO : Epoch 2004 | loss: 0.0309667 | val_loss: 0.0313664 | Time: 2192.25 ms
[2021-10-29 19:11:39 main:574] : INFO : Epoch 2005 | loss: 0.0309768 | val_loss: 0.0313388 | Time: 2272.14 ms
[2021-10-29 19:11:41 main:574] : INFO : Epoch 2006 | loss: 0.0309728 | val_loss: 0.031342 | Time: 2230.69 ms
[2021-10-29 19:11:44 main:574] : INFO : Epoch 2007 | loss: 0.0309613 | val_loss: 0.0313415 | Time: 2211.5 ms
[2021-10-29 19:11:46 main:574] : INFO : Epoch 2008 | loss: 0.0309595 | val_loss: 0.0313556 | Time: 2228.97 ms
[2021-10-29 19:11:48 main:574] : INFO : Epoch 2009 | loss: 0.0309645 | val_loss: 0.0313464 | Time: 2227.45 ms
[2021-10-29 19:11:51 main:574] : INFO : Epoch 2010 | loss: 0.0309712 | val_loss: 0.0313383 | Time: 3005.38 ms
[2021-10-29 19:11:53 main:574] : INFO : Epoch 2011 | loss: 0.0309655 | val_loss: 0.0313841 | Time: 2305.72 ms
[2021-10-29 19:11:56 main:574] : INFO : Epoch 2012 | loss: 0.0309713 | val_loss: 0.0313726 | Time: 2361.35 ms
[2021-10-29 19:11:58 main:574] : INFO : Epoch 2013 | loss: 0.0309728 | val_loss: 0.0313117 | Time: 2189.74 ms
[2021-10-29 19:12:00 main:574] : INFO : Epoch 2014 | loss: 0.0309755 | val_loss: 0.0313231 | Time: 2292.08 ms
[2021-10-29 19:12:03 main:574] : INFO : Epoch 2015 | loss: 0.0309764 | val_loss: 0.0313746 | Time: 2291.15 ms
[2021-10-29 19:12:05 main:574] : INFO : Epoch 2016 | loss: 0.0309809 | val_loss: 0.0314023 | Time: 2486.1 ms
[2021-10-29 19:12:07 main:574] : INFO : Epoch 2017 | loss: 0.0309725 | val_loss: 0.0313476 | Time: 2167.73 ms
[2021-10-29 19:12:10 main:574] : INFO : Epoch 2018 | loss: 0.0309699 | val_loss: 0.0313314 | Time: 2225.49 ms
[2021-10-29 19:12:12 main:574] : INFO : Epoch 2019 | loss: 0.0309735 | val_loss: 0.0313545 | Time: 2204.31 ms
[2021-10-29 19:12:14 main:574] : INFO : Epoch 2020 | loss: 0.0309704 | val_loss: 0.0313605 | Time: 2260.13 ms
[2021-10-29 19:12:16 main:574] : INFO : Epoch 2021 | loss: 0.0309612 | val_loss: 0.031361 | Time: 2216.66 ms
[2021-10-29 19:12:19 main:574] : INFO : Epoch 2022 | loss: 0.030969 | val_loss: 0.0313371 | Time: 2413.55 ms
[2021-10-29 19:12:21 main:574] : INFO : Epoch 2023 | loss: 0.0309766 | val_loss: 0.0313793 | Time: 2179.24 ms
[2021-10-29 19:12:23 main:574] : INFO : Epoch 2024 | loss: 0.0310222 | val_loss: 0.0317225 | Time: 2229.41 ms
[2021-10-29 19:12:25 main:574] : INFO : Epoch 2025 | loss: 0.0316978 | val_loss: 0.0314447 | Time: 2261.75 ms
[2021-10-29 19:12:28 main:574] : INFO : Epoch 2026 | loss: 0.031401 | val_loss: 0.0312717 | Time: 2233.37 ms
[2021-10-29 19:12:30 main:574] : INFO : Epoch 2027 | loss: 0.0311073 | val_loss: 0.0313368 | Time: 2255.04 ms
[2021-10-29 19:12:32 main:574] : INFO : Epoch 2028 | loss: 0.0310378 | val_loss: 0.0313153 | Time: 2238.28 ms
[2021-10-29 19:12:34 main:574] : INFO : Epoch 2029 | loss: 0.0310045 | val_loss: 0.0313575 | Time: 2150.8 ms
[2021-10-29 19:12:36 main:574] : INFO : Epoch 2030 | loss: 0.0309835 | val_loss: 0.0313535 | Time: 2170.47 ms
[2021-10-29 19:12:39 main:574] : INFO : Epoch 2031 | loss: 0.0309749 | val_loss: 0.0313309 | Time: 2184.76 ms
[2021-10-29 19:12:41 main:574] : INFO : Epoch 2032 | loss: 0.0309827 | val_loss: 0.0313572 | Time: 2231.23 ms
[2021-10-29 19:12:43 main:574] : INFO : Epoch 2033 | loss: 0.030977 | val_loss: 0.031339 | Time: 2195.96 ms
[2021-10-29 19:12:45 main:574] : INFO : Epoch 2034 | loss: 0.0309782 | val_loss: 0.0313811 | Time: 2142.61 ms
[2021-10-29 19:12:47 main:574] : INFO : Epoch 2035 | loss: 0.0309775 | val_loss: 0.0313727 | Time: 2166.19 ms
[2021-10-29 19:12:50 main:574] : INFO : Epoch 2036 | loss: 0.0309721 | val_loss: 0.0313745 | Time: 2210 ms
[2021-10-29 19:12:52 main:574] : INFO : Epoch 2037 | loss: 0.0309729 | val_loss: 0.031301 | Time: 2512.2 ms
[2021-10-29 19:12:55 main:574] : INFO : Epoch 2038 | loss: 0.030977 | val_loss: 0.0313391 | Time: 2523.15 ms
[2021-10-29 19:12:57 main:574] : INFO : Epoch 2039 | loss: 0.0309754 | val_loss: 0.0313575 | Time: 2674.36 ms
[2021-10-29 19:13:00 main:574] : INFO : Epoch 2040 | loss: 0.0309723 | val_loss: 0.0313379 | Time: 2336.39 ms
[2021-10-29 19:13:02 main:574] : INFO : Epoch 2041 | loss: 0.0309728 | val_loss: 0.0313497 | Time: 2431.56 ms
[2021-10-29 19:13:04 main:574] : INFO : Epoch 2042 | loss: 0.0309705 | val_loss: 0.0313465 | Time: 2311.71 ms
[2021-10-29 19:13:07 main:574] : INFO : Epoch 2043 | loss: 0.0309718 | val_loss: 0.0313283 | Time: 2348.66 ms
[2021-10-29 19:13:09 main:574] : INFO : Epoch 2044 | loss: 0.0309675 | val_loss: 0.0313487 | Time: 2394.24 ms
[2021-10-29 19:13:12 main:574] : INFO : Epoch 2045 | loss: 0.0309699 | val_loss: 0.0313498 | Time: 2392.87 ms
[2021-10-29 19:13:14 main:574] : INFO : Epoch 2046 | loss: 0.0309741 | val_loss: 0.0313596 | Time: 2307.7 ms
[2021-10-29 19:13:16 main:574] : INFO : Epoch 2047 | loss: 0.0309701 | val_loss: 0.0313678 | Time: 2331.29 ms
[2021-10-29 19:13:19 main:574] : INFO : Epoch 2048 | loss: 0.030968 | val_loss: 0.0313614 | Time: 2476.4 ms
[2021-10-29 19:13:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313614
[2021-10-29 19:13:19 main:603] : INFO : Saving end state to config to file
[2021-10-29 19:13:19 main:608] : INFO : Success, exiting..
19:13:19 (27308): 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)