Task 7743066
| Name | ParityModified-1631734964-23144-1_2 |
| Workunit | 5157471 |
| Created | 1 Oct 2021, 9:29:11 UTC |
| Sent | 2 Oct 2021, 11:38:51 UTC |
| Report deadline | 9 Oct 2021, 11:38:51 UTC |
| Received | 2 Oct 2021, 14:02:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 22 min 26 sec |
| CPU time | 1 hours 21 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.18 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> 362.86 ms [2021-10-02 14:40:51 main:574] : INFO : Epoch 1542 | loss: 0.0311543 | val_loss: 0.0311768 | Time: 2376.66 ms [2021-10-02 14:40:53 main:574] : INFO : Epoch 1543 | loss: 0.0311521 | val_loss: 0.0311756 | Time: 2413.8 ms [2021-10-02 14:40:56 main:574] : INFO : Epoch 1544 | loss: 0.0311525 | val_loss: 0.0311717 | Time: 2427.57 ms [2021-10-02 14:40:58 main:574] : INFO : Epoch 1545 | loss: 0.0311506 | val_loss: 0.0311738 | Time: 2369.34 ms [2021-10-02 14:41:00 main:574] : INFO : Epoch 1546 | loss: 0.0311482 | val_loss: 0.0311724 | Time: 2452.88 ms [2021-10-02 14:41:03 main:574] : INFO : Epoch 1547 | loss: 0.0311491 | val_loss: 0.0311764 | Time: 2379.09 ms [2021-10-02 14:41:05 main:574] : INFO : Epoch 1548 | loss: 0.031156 | val_loss: 0.0311748 | Time: 2317 ms [2021-10-02 14:41:07 main:574] : INFO : Epoch 1549 | loss: 0.031166 | val_loss: 0.0311733 | Time: 2324.23 ms [2021-10-02 14:41:10 main:574] : INFO : Epoch 1550 | loss: 0.0311632 | val_loss: 0.0311723 | Time: 2348.1 ms [2021-10-02 14:41:12 main:574] : INFO : Epoch 1551 | loss: 0.0311596 | val_loss: 0.0311764 | Time: 2415.42 ms [2021-10-02 14:41:15 main:574] : INFO : Epoch 1552 | loss: 0.0311586 | val_loss: 0.0311735 | Time: 2426.1 ms [2021-10-02 14:41:17 main:574] : INFO : Epoch 1553 | loss: 0.0311547 | val_loss: 0.031172 | Time: 2411.27 ms [2021-10-02 14:41:19 main:574] : INFO : Epoch 1554 | loss: 0.0311542 | val_loss: 0.0311704 | Time: 2402.26 ms [2021-10-02 14:41:22 main:574] : INFO : Epoch 1555 | loss: 0.0311515 | val_loss: 0.0311708 | Time: 2418.45 ms [2021-10-02 14:41:24 main:574] : INFO : Epoch 1556 | loss: 0.0311535 | val_loss: 0.03117 | Time: 2396.44 ms [2021-10-02 14:41:27 main:574] : INFO : Epoch 1557 | loss: 0.0311503 | val_loss: 0.0311709 | Time: 2432.23 ms [2021-10-02 14:41:29 main:574] : INFO : Epoch 1558 | loss: 0.0311516 | val_loss: 0.0311756 | Time: 2339.87 ms [2021-10-02 14:41:31 main:574] : INFO : Epoch 1559 | loss: 0.0311498 | val_loss: 0.0311721 | Time: 2314.11 ms [2021-10-02 14:41:34 main:574] : INFO : Epoch 1560 | loss: 0.0311519 | val_loss: 0.031176 | Time: 2594.8 ms [2021-10-02 14:41:36 main:574] : INFO : Epoch 1561 | loss: 0.0311546 | val_loss: 0.0311763 | Time: 2413.29 ms [2021-10-02 14:41:39 main:574] : INFO : Epoch 1562 | loss: 0.0311545 | val_loss: 0.0311744 | Time: 2450.14 ms [2021-10-02 14:41:41 main:574] : INFO : Epoch 1563 | loss: 0.031152 | val_loss: 0.0311727 | Time: 2390.66 ms [2021-10-02 14:41:44 main:574] : INFO : Epoch 1564 | loss: 0.0311531 | val_loss: 0.0311728 | Time: 2389.51 ms [2021-10-02 14:41:46 main:574] : INFO : Epoch 1565 | loss: 0.0311505 | val_loss: 0.0311742 | Time: 2355.14 ms [2021-10-02 14:41:48 main:574] : INFO : Epoch 1566 | loss: 0.0311484 | val_loss: 0.0311724 | Time: 2391.84 ms [2021-10-02 14:41:51 main:574] : INFO : Epoch 1567 | loss: 0.0311466 | val_loss: 0.0311739 | Time: 2455.2 ms [2021-10-02 14:41:53 main:574] : INFO : Epoch 1568 | loss: 0.0311466 | val_loss: 0.0311746 | Time: 2381.59 ms [2021-10-02 14:41:56 main:574] : INFO : Epoch 1569 | loss: 0.0311473 | val_loss: 0.0311783 | Time: 2295.41 ms [2021-10-02 14:41:58 main:574] : INFO : Epoch 1570 | loss: 0.0311461 | val_loss: 0.0311742 | Time: 2327.6 ms [2021-10-02 14:42:00 main:574] : INFO : Epoch 1571 | loss: 0.0311466 | val_loss: 0.031174 | Time: 2447.06 ms [2021-10-02 14:42:03 main:574] : INFO : Epoch 1572 | loss: 0.0311457 | val_loss: 0.031175 | Time: 2424.9 ms [2021-10-02 14:42:05 main:574] : INFO : Epoch 1573 | loss: 0.0311452 | val_loss: 0.0311792 | Time: 2418.7 ms [2021-10-02 14:42:08 main:574] : INFO : Epoch 1574 | loss: 0.0311443 | val_loss: 0.0311781 | Time: 2412.86 ms [2021-10-02 14:42:10 main:574] : INFO : Epoch 1575 | loss: 0.0311453 | val_loss: 0.0311727 | Time: 2435.97 ms [2021-10-02 14:42:12 main:574] : INFO : Epoch 1576 | loss: 0.0311428 | val_loss: 0.0311817 | Time: 2332.17 ms [2021-10-02 14:42:15 main:574] : INFO : Epoch 1577 | loss: 0.0311431 | val_loss: 0.0311785 | Time: 2408.5 ms [2021-10-02 14:42:17 main:574] : INFO : Epoch 1578 | loss: 0.0311481 | val_loss: 0.0311728 | Time: 2426.48 ms [2021-10-02 14:42:20 main:574] : INFO : Epoch 1579 | loss: 0.031148 | val_loss: 0.0311779 | Time: 2331.27 ms [2021-10-02 14:42:22 main:574] : INFO : Epoch 1580 | loss: 0.0311488 | val_loss: 0.0311746 | Time: 2296.25 ms [2021-10-02 14:42:24 main:574] : INFO : Epoch 1581 | loss: 0.031154 | val_loss: 0.0311735 | Time: 2307.67 ms [2021-10-02 14:42:27 main:574] : INFO : Epoch 1582 | loss: 0.0311579 | val_loss: 0.0311761 | Time: 2474.39 ms [2021-10-02 14:42:29 main:574] : INFO : Epoch 1583 | loss: 0.0311497 | val_loss: 0.0311761 | Time: 2395.48 ms [2021-10-02 14:42:31 main:574] : INFO : Epoch 1584 | loss: 0.0311488 | val_loss: 0.0311735 | Time: 2392.48 ms [2021-10-02 14:42:34 main:574] : INFO : Epoch 1585 | loss: 0.0311488 | val_loss: 0.0311764 | Time: 2511.76 ms [2021-10-02 14:42:36 main:574] : INFO : Epoch 1586 | loss: 0.0311458 | val_loss: 0.0311726 | Time: 2405.04 ms [2021-10-02 14:42:39 main:574] : INFO : Epoch 1587 | loss: 0.0311446 | val_loss: 0.0311741 | Time: 2342.42 ms [2021-10-02 14:42:41 main:574] : INFO : Epoch 1588 | loss: 0.0311515 | val_loss: 0.0311716 | Time: 2408.7 ms [2021-10-02 14:42:44 main:574] : INFO : Epoch 1589 | loss: 0.0311514 | val_loss: 0.0311719 | Time: 2436.91 ms [2021-10-02 14:42:46 main:574] : INFO : Epoch 1590 | loss: 0.0311616 | val_loss: 0.0311784 | Time: 2300.12 ms [2021-10-02 14:42:48 main:574] : INFO : Epoch 1591 | loss: 0.03117 | val_loss: 0.031176 | Time: 2260.69 ms [2021-10-02 14:42:51 main:574] : INFO : Epoch 1592 | loss: 0.0311672 | val_loss: 0.0311727 | Time: 2395.77 ms [2021-10-02 14:42:53 main:574] : INFO : Epoch 1593 | loss: 0.0311652 | val_loss: 0.0311689 | Time: 2489.07 ms [2021-10-02 14:42:56 main:574] : INFO : Epoch 1594 | loss: 0.0311635 | val_loss: 0.0311766 | Time: 2462.32 ms [2021-10-02 14:42:58 main:574] : INFO : Epoch 1595 | loss: 0.031168 | val_loss: 0.0311743 | Time: 2406.04 ms [2021-10-02 14:43:00 main:574] : INFO : Epoch 1596 | loss: 0.0311649 | val_loss: 0.0311739 | Time: 2495.11 ms [2021-10-02 14:43:03 main:574] : INFO : Epoch 1597 | loss: 0.0311641 | val_loss: 0.0311739 | Time: 2411.07 ms [2021-10-02 14:43:05 main:574] : INFO : Epoch 1598 | loss: 0.0311643 | val_loss: 0.0311731 | Time: 2457.18 ms [2021-10-02 14:43:08 main:574] : INFO : Epoch 1599 | loss: 0.0311628 | val_loss: 0.031173 | Time: 2456.41 ms [2021-10-02 14:43:10 main:574] : INFO : Epoch 1600 | loss: 0.0311641 | val_loss: 0.031172 | Time: 2372.93 ms [2021-10-02 14:43:12 main:574] : INFO : Epoch 1601 | loss: 0.0311628 | val_loss: 0.0311741 | Time: 2315.44 ms [2021-10-02 14:43:15 main:574] : INFO : Epoch 1602 | loss: 0.0311597 | val_loss: 0.031173 | Time: 2344.71 ms [2021-10-02 14:43:17 main:574] : INFO : Epoch 1603 | loss: 0.0311589 | val_loss: 0.0311745 | Time: 2410.52 ms [2021-10-02 14:43:20 main:574] : INFO : Epoch 1604 | loss: 0.0311571 | val_loss: 0.0311715 | Time: 2444.35 ms [2021-10-02 14:43:22 main:574] : INFO : Epoch 1605 | loss: 0.0311556 | val_loss: 0.0311701 | Time: 2438.03 ms [2021-10-02 14:43:25 main:574] : INFO : Epoch 1606 | loss: 0.0311544 | val_loss: 0.0311728 | Time: 2457.81 ms [2021-10-02 14:43:27 main:574] : INFO : Epoch 1607 | loss: 0.0311552 | val_loss: 0.0311774 | Time: 2487.86 ms [2021-10-02 14:43:30 main:574] : INFO : Epoch 1608 | loss: 0.031157 | val_loss: 0.0311732 | Time: 2398.31 ms [2021-10-02 14:43:32 main:574] : INFO : Epoch 1609 | loss: 0.031156 | val_loss: 0.0311714 | Time: 2350.33 ms [2021-10-02 14:43:34 main:574] : INFO : Epoch 1610 | loss: 0.0311568 | val_loss: 0.0311718 | Time: 2370.98 ms [2021-10-02 14:43:37 main:574] : INFO : Epoch 1611 | loss: 0.031156 | val_loss: 0.0311683 | Time: 2366.67 ms [2021-10-02 14:43:39 main:574] : INFO : Epoch 1612 | loss: 0.0311537 | val_loss: 0.0311694 | Time: 2336.72 ms [2021-10-02 14:43:41 main:574] : INFO : Epoch 1613 | loss: 0.0311524 | val_loss: 0.0311691 | Time: 2399.2 ms [2021-10-02 14:43:44 main:574] : INFO : Epoch 1614 | loss: 0.0311507 | val_loss: 0.0311715 | Time: 2380.58 ms [2021-10-02 14:43:46 main:574] : INFO : Epoch 1615 | loss: 0.0311521 | val_loss: 0.0311702 | Time: 2489 ms [2021-10-02 14:43:49 main:574] : INFO : Epoch 1616 | loss: 0.0311513 | val_loss: 0.0311734 | Time: 2371.44 ms [2021-10-02 14:43:51 main:574] : INFO : Epoch 1617 | loss: 0.0311505 | val_loss: 0.0311726 | Time: 2439.64 ms [2021-10-02 14:43:53 main:574] : INFO : Epoch 1618 | loss: 0.0311503 | val_loss: 0.0311721 | Time: 2424.62 ms [2021-10-02 14:43:56 main:574] : INFO : Epoch 1619 | loss: 0.0311545 | val_loss: 0.0311711 | Time: 2357.43 ms [2021-10-02 14:43:58 main:574] : INFO : Epoch 1620 | loss: 0.0311546 | val_loss: 0.0311689 | Time: 2373.46 ms [2021-10-02 14:44:01 main:574] : INFO : Epoch 1621 | loss: 0.031154 | val_loss: 0.0311704 | Time: 2309.05 ms [2021-10-02 14:44:03 main:574] : INFO : Epoch 1622 | loss: 0.0311513 | val_loss: 0.03117 | Time: 2337.6 ms [2021-10-02 14:44:05 main:574] : INFO : Epoch 1623 | loss: 0.0311508 | val_loss: 0.0311672 | Time: 2385.08 ms [2021-10-02 14:44:08 main:574] : INFO : Epoch 1624 | loss: 0.0311488 | val_loss: 0.0311667 | Time: 2422.29 ms [2021-10-02 14:44:10 main:574] : INFO : Epoch 1625 | loss: 0.0311502 | val_loss: 0.0311698 | Time: 2303.1 ms [2021-10-02 14:44:12 main:574] : INFO : Epoch 1626 | loss: 0.0311522 | val_loss: 0.031166 | Time: 2318.77 ms [2021-10-02 14:44:15 main:574] : INFO : Epoch 1627 | loss: 0.031152 | val_loss: 0.0311729 | Time: 2240.61 ms [2021-10-02 14:44:17 main:574] : INFO : Epoch 1628 | loss: 0.0311518 | val_loss: 0.0311666 | Time: 2281.66 ms [2021-10-02 14:44:19 main:574] : INFO : Epoch 1629 | loss: 0.0311522 | val_loss: 0.0311696 | Time: 2372.42 ms [2021-10-02 14:44:22 main:574] : INFO : Epoch 1630 | loss: 0.0311554 | val_loss: 0.0311677 | Time: 2331.95 ms [2021-10-02 14:44:24 main:574] : INFO : Epoch 1631 | loss: 0.0311524 | val_loss: 0.0311666 | Time: 2354.26 ms [2021-10-02 14:44:26 main:574] : INFO : Epoch 1632 | loss: 0.0311526 | val_loss: 0.0311703 | Time: 2319.48 ms [2021-10-02 14:44:29 main:574] : INFO : Epoch 1633 | loss: 0.0311496 | val_loss: 0.0311654 | Time: 2361.88 ms [2021-10-02 14:44:31 main:574] : INFO : Epoch 1634 | loss: 0.03115 | val_loss: 0.031171 | Time: 2362.27 ms [2021-10-02 14:44:33 main:574] : INFO : Epoch 1635 | loss: 0.0311555 | val_loss: 0.0311674 | Time: 2384.64 ms [2021-10-02 14:44:36 main:574] : INFO : Epoch 1636 | loss: 0.0311517 | val_loss: 0.0311777 | Time: 2349.5 ms [2021-10-02 14:44:38 main:574] : INFO : Epoch 1637 | loss: 0.0311521 | val_loss: 0.0311697 | Time: 2316.36 ms [2021-10-02 14:44:40 main:574] : INFO : Epoch 1638 | loss: 0.0311512 | val_loss: 0.0311697 | Time: 2353.48 ms [2021-10-02 14:44:43 main:574] : INFO : Epoch 1639 | loss: 0.0311491 | val_loss: 0.031167 | Time: 2395.6 ms [2021-10-02 14:44:45 main:574] : INFO : Epoch 1640 | loss: 0.0311514 | val_loss: 0.0311673 | Time: 2357.36 ms [2021-10-02 14:44:48 main:574] : INFO : Epoch 1641 | loss: 0.0311488 | val_loss: 0.0311695 | Time: 2374.43 ms [2021-10-02 14:44:50 main:574] : INFO : Epoch 1642 | loss: 0.0311486 | val_loss: 0.0311662 | Time: 2328.55 ms [2021-10-02 14:44:52 main:574] : INFO : Epoch 1643 | loss: 0.0311489 | val_loss: 0.0311686 | Time: 2273.64 ms [2021-10-02 14:44:55 main:574] : INFO : Epoch 1644 | loss: 0.0311474 | val_loss: 0.0311664 | Time: 2365.65 ms [2021-10-02 14:44:57 main:574] : INFO : Epoch 1645 | loss: 0.0311471 | val_loss: 0.0311703 | Time: 2343.91 ms [2021-10-02 14:44:59 main:574] : INFO : Epoch 1646 | loss: 0.0311468 | val_loss: 0.0311679 | Time: 2376.58 ms [2021-10-02 14:45:02 main:574] : INFO : Epoch 1647 | loss: 0.0311491 | val_loss: 0.0311672 | Time: 2298.72 ms [2021-10-02 14:45:04 main:574] : INFO : Epoch 1648 | loss: 0.0311511 | val_loss: 0.0311688 | Time: 2368.55 ms [2021-10-02 14:45:06 main:574] : INFO : Epoch 1649 | loss: 0.031148 | val_loss: 0.0311721 | Time: 2352.42 ms [2021-10-02 14:45:09 main:574] : INFO : Epoch 1650 | loss: 0.0311471 | val_loss: 0.031176 | Time: 2324.9 ms [2021-10-02 14:45:11 main:574] : INFO : Epoch 1651 | loss: 0.0311481 | val_loss: 0.0311756 | Time: 2343.65 ms [2021-10-02 14:45:13 main:574] : INFO : Epoch 1652 | loss: 0.0311489 | val_loss: 0.0311709 | Time: 2329.23 ms [2021-10-02 14:45:16 main:574] : INFO : Epoch 1653 | loss: 0.0311462 | val_loss: 0.0311694 | Time: 2348.86 ms [2021-10-02 14:45:18 main:574] : INFO : Epoch 1654 | loss: 0.0311467 | val_loss: 0.0311707 | Time: 2281.31 ms [2021-10-02 14:45:20 main:574] : INFO : Epoch 1655 | loss: 0.0311515 | val_loss: 0.031167 | Time: 2334.55 ms [2021-10-02 14:45:23 main:574] : INFO : Epoch 1656 | loss: 0.0311487 | val_loss: 0.0311677 | Time: 2339.9 ms [2021-10-02 14:45:25 main:574] : INFO : Epoch 1657 | loss: 0.0311478 | val_loss: 0.0311687 | Time: 2417.58 ms [2021-10-02 14:45:27 main:574] : INFO : Epoch 1658 | loss: 0.0311469 | val_loss: 0.0311666 | Time: 2349.7 ms [2021-10-02 14:45:30 main:574] : INFO : Epoch 1659 | loss: 0.0311454 | val_loss: 0.0311701 | Time: 2379.83 ms [2021-10-02 14:45:32 main:574] : INFO : Epoch 1660 | loss: 0.0311431 | val_loss: 0.0311711 | Time: 2410.76 ms [2021-10-02 14:45:35 main:574] : INFO : Epoch 1661 | loss: 0.0311441 | val_loss: 0.031167 | Time: 2335.74 ms [2021-10-02 14:45:37 main:574] : INFO : Epoch 1662 | loss: 0.0311445 | val_loss: 0.0311704 | Time: 2310.43 ms [2021-10-02 14:45:39 main:574] : INFO : Epoch 1663 | loss: 0.0311484 | val_loss: 0.0311694 | Time: 2348.13 ms [2021-10-02 14:45:42 main:574] : INFO : Epoch 1664 | loss: 0.0311503 | val_loss: 0.0311764 | Time: 2353.6 ms [2021-10-02 14:45:44 main:574] : INFO : Epoch 1665 | loss: 0.0311489 | val_loss: 0.0311743 | Time: 2312.72 ms [2021-10-02 14:45:46 main:574] : INFO : Epoch 1666 | loss: 0.0311478 | val_loss: 0.0311665 | Time: 2362.1 ms [2021-10-02 14:45:49 main:574] : INFO : Epoch 1667 | loss: 0.0311462 | val_loss: 0.0311722 | Time: 2370.84 ms [2021-10-02 14:45:51 main:574] : INFO : Epoch 1668 | loss: 0.0311463 | val_loss: 0.0311691 | Time: 2368.48 ms [2021-10-02 14:45:53 main:574] : INFO : Epoch 1669 | loss: 0.0311448 | val_loss: 0.0311689 | Time: 2334.53 ms [2021-10-02 14:45:56 main:574] : INFO : Epoch 1670 | loss: 0.0311434 | val_loss: 0.0311758 | Time: 2345.04 ms [2021-10-02 14:45:58 main:574] : INFO : Epoch 1671 | loss: 0.0311458 | val_loss: 0.0311679 | Time: 2429.11 ms [2021-10-02 14:46:00 main:574] : INFO : Epoch 1672 | loss: 0.0311438 | val_loss: 0.0311712 | Time: 2341 ms [2021-10-02 14:46:03 main:574] : INFO : Epoch 1673 | loss: 0.0311438 | val_loss: 0.0311684 | Time: 2301.38 ms [2021-10-02 14:46:05 main:574] : INFO : Epoch 1674 | loss: 0.0311466 | val_loss: 0.0311734 | Time: 2381.08 ms [2021-10-02 14:46:08 main:574] : INFO : Epoch 1675 | loss: 0.0311465 | val_loss: 0.0311697 | Time: 2350.5 ms [2021-10-02 14:46:10 main:574] : INFO : Epoch 1676 | loss: 0.0311542 | val_loss: 0.0311697 | Time: 2308.31 ms [2021-10-02 14:46:12 main:574] : INFO : Epoch 1677 | loss: 0.0311531 | val_loss: 0.0311692 | Time: 2380.77 ms [2021-10-02 14:46:15 main:574] : INFO : Epoch 1678 | loss: 0.0311567 | val_loss: 0.0311675 | Time: 2448.99 ms [2021-10-02 14:46:17 main:574] : INFO : Epoch 1679 | loss: 0.0311515 | val_loss: 0.03117 | Time: 2392.45 ms [2021-10-02 14:46:19 main:574] : INFO : Epoch 1680 | loss: 0.0311509 | val_loss: 0.0311689 | Time: 2395.95 ms [2021-10-02 14:46:22 main:574] : INFO : Epoch 1681 | loss: 0.0311467 | val_loss: 0.0311729 | Time: 2404.05 ms [2021-10-02 14:46:24 main:574] : INFO : Epoch 1682 | loss: 0.0311467 | val_loss: 0.0311772 | Time: 2442.32 ms [2021-10-02 14:46:27 main:574] : INFO : Epoch 1683 | loss: 0.0311622 | val_loss: 0.0311787 | Time: 2370.66 ms [2021-10-02 14:46:29 main:574] : INFO : Epoch 1684 | loss: 0.0311671 | val_loss: 0.0311699 | Time: 2323.64 ms [2021-10-02 14:46:31 main:574] : INFO : Epoch 1685 | loss: 0.0311635 | val_loss: 0.031169 | Time: 2409.36 ms [2021-10-02 14:46:34 main:574] : INFO : Epoch 1686 | loss: 0.0311605 | val_loss: 0.0311714 | Time: 2343.64 ms [2021-10-02 14:46:36 main:574] : INFO : Epoch 1687 | loss: 0.0311605 | val_loss: 0.0311747 | Time: 2349 ms [2021-10-02 14:46:39 main:574] : INFO : Epoch 1688 | loss: 0.0311588 | val_loss: 0.0311732 | Time: 2390.25 ms [2021-10-02 14:46:41 main:574] : INFO : Epoch 1689 | loss: 0.0311578 | val_loss: 0.0311749 | Time: 2435.91 ms [2021-10-02 14:46:43 main:574] : INFO : Epoch 1690 | loss: 0.0311561 | val_loss: 0.031171 | Time: 2363.35 ms [2021-10-02 14:46:46 main:574] : INFO : Epoch 1691 | loss: 0.0311538 | val_loss: 0.0311771 | Time: 2421.64 ms [2021-10-02 14:46:48 main:574] : INFO : Epoch 1692 | loss: 0.0311555 | val_loss: 0.0311708 | Time: 2404.59 ms [2021-10-02 14:46:51 main:574] : INFO : Epoch 1693 | loss: 0.0311525 | val_loss: 0.0311727 | Time: 2379.48 ms [2021-10-02 14:46:53 main:574] : INFO : Epoch 1694 | loss: 0.0311516 | val_loss: 0.031172 | Time: 2350.5 ms [2021-10-02 14:46:55 main:574] : INFO : Epoch 1695 | loss: 0.0311549 | val_loss: 0.0311742 | Time: 2369.16 ms [2021-10-02 14:46:58 main:574] : INFO : Epoch 1696 | loss: 0.0311561 | val_loss: 0.031176 | Time: 2359.09 ms [2021-10-02 14:47:00 main:574] : INFO : Epoch 1697 | loss: 0.0311521 | val_loss: 0.031179 | Time: 2370.12 ms [2021-10-02 14:47:02 main:574] : INFO : Epoch 1698 | loss: 0.031154 | val_loss: 0.0311751 | Time: 2369.7 ms [2021-10-02 14:47:05 main:574] : INFO : Epoch 1699 | loss: 0.0311576 | val_loss: 0.0311724 | Time: 2413.89 ms [2021-10-02 14:47:07 main:574] : INFO : Epoch 1700 | loss: 0.0311608 | val_loss: 0.0311696 | Time: 2434.65 ms [2021-10-02 14:47:10 main:574] : INFO : Epoch 1701 | loss: 0.0311581 | val_loss: 0.0311687 | Time: 2387.82 ms [2021-10-02 14:47:12 main:574] : INFO : Epoch 1702 | loss: 0.031155 | val_loss: 0.0311699 | Time: 2406.43 ms [2021-10-02 14:47:14 main:574] : INFO : Epoch 1703 | loss: 0.0311528 | val_loss: 0.0311753 | Time: 2335.63 ms [2021-10-02 14:47:17 main:574] : INFO : Epoch 1704 | loss: 0.0311584 | val_loss: 0.0311775 | Time: 2427.55 ms [2021-10-02 14:47:19 main:574] : INFO : Epoch 1705 | loss: 0.0311585 | val_loss: 0.0311723 | Time: 2379.37 ms [2021-10-02 14:47:22 main:574] : INFO : Epoch 1706 | loss: 0.0311565 | val_loss: 0.0311705 | Time: 2358.22 ms [2021-10-02 14:47:24 main:574] : INFO : Epoch 1707 | loss: 0.0311516 | val_loss: 0.0311721 | Time: 2391.78 ms [2021-10-02 14:47:26 main:574] : INFO : Epoch 1708 | loss: 0.03115 | val_loss: 0.0311769 | Time: 2415.21 ms [2021-10-02 14:47:29 main:574] : INFO : Epoch 1709 | loss: 0.0311508 | val_loss: 0.0311715 | Time: 2373.37 ms [2021-10-02 14:47:31 main:574] : INFO : Epoch 1710 | loss: 0.0311495 | val_loss: 0.0311698 | Time: 2357.71 ms [2021-10-02 14:47:34 main:574] : INFO : Epoch 1711 | loss: 0.0311491 | val_loss: 0.0311711 | Time: 2387.22 ms [2021-10-02 14:47:36 main:574] : INFO : Epoch 1712 | loss: 0.031147 | val_loss: 0.0311704 | Time: 2444.69 ms [2021-10-02 14:47:38 main:574] : INFO : Epoch 1713 | loss: 0.0311464 | val_loss: 0.0311673 | Time: 2418.43 ms [2021-10-02 14:47:41 main:574] : INFO : Epoch 1714 | loss: 0.031147 | val_loss: 0.0311709 | Time: 2308.29 ms [2021-10-02 14:47:43 main:574] : INFO : Epoch 1715 | loss: 0.0311451 | val_loss: 0.0311704 | Time: 2354.59 ms [2021-10-02 14:47:46 main:574] : INFO : Epoch 1716 | loss: 0.0311459 | val_loss: 0.0311736 | Time: 2397.72 ms [2021-10-02 14:47:48 main:574] : INFO : Epoch 1717 | loss: 0.0311462 | val_loss: 0.0311723 | Time: 2315.67 ms [2021-10-02 14:47:50 main:574] : INFO : Epoch 1718 | loss: 0.0311444 | val_loss: 0.0311701 | Time: 2385.56 ms [2021-10-02 14:47:53 main:574] : INFO : Epoch 1719 | loss: 0.0311442 | val_loss: 0.0311736 | Time: 2443.4 ms [2021-10-02 14:47:55 main:574] : INFO : Epoch 1720 | loss: 0.0311442 | val_loss: 0.031175 | Time: 2403.35 ms [2021-10-02 14:47:57 main:574] : INFO : Epoch 1721 | loss: 0.0311442 | val_loss: 0.0311789 | Time: 2330.34 ms [2021-10-02 14:48:00 main:574] : INFO : Epoch 1722 | loss: 0.0311451 | val_loss: 0.0311773 | Time: 2456.63 ms [2021-10-02 14:48:02 main:574] : INFO : Epoch 1723 | loss: 0.0311517 | val_loss: 0.0311792 | Time: 2429.96 ms [2021-10-02 14:48:05 main:574] : INFO : Epoch 1724 | loss: 0.0311506 | val_loss: 0.0311748 | Time: 2395.48 ms [2021-10-02 14:48:07 main:574] : INFO : Epoch 1725 | loss: 0.0311464 | val_loss: 0.031171 | Time: 2347.63 ms [2021-10-02 14:48:10 main:574] : INFO : Epoch 1726 | loss: 0.0311433 | val_loss: 0.0311742 | Time: 2415.97 ms [2021-10-02 14:48:12 main:574] : INFO : Epoch 1727 | loss: 0.0311448 | val_loss: 0.0311736 | Time: 2415.2 ms [2021-10-02 14:48:14 main:574] : INFO : Epoch 1728 | loss: 0.031145 | val_loss: 0.0311841 | Time: 2339.07 ms [2021-10-02 14:48:17 main:574] : INFO : Epoch 1729 | loss: 0.0311437 | val_loss: 0.0311746 | Time: 2395.44 ms [2021-10-02 14:48:19 main:574] : INFO : Epoch 1730 | loss: 0.0311417 | val_loss: 0.0311711 | Time: 2455.37 ms [2021-10-02 14:48:22 main:574] : INFO : Epoch 1731 | loss: 0.0311422 | val_loss: 0.0311701 | Time: 2381.27 ms [2021-10-02 14:48:24 main:574] : INFO : Epoch 1732 | loss: 0.0311508 | val_loss: 0.0311693 | Time: 2351.25 ms [2021-10-02 14:48:26 main:574] : INFO : Epoch 1733 | loss: 0.0311493 | val_loss: 0.031171 | Time: 2455.04 ms [2021-10-02 14:48:29 main:574] : INFO : Epoch 1734 | loss: 0.031146 | val_loss: 0.0311688 | Time: 2410.62 ms [2021-10-02 14:48:31 main:574] : INFO : Epoch 1735 | loss: 0.031146 | val_loss: 0.031174 | Time: 2332.95 ms [2021-10-02 14:48:33 main:574] : INFO : Epoch 1736 | loss: 0.0311444 | val_loss: 0.0311704 | Time: 2358.4 ms [2021-10-02 14:48:36 main:574] : INFO : Epoch 1737 | loss: 0.0311452 | val_loss: 0.0311719 | Time: 2386.85 ms [2021-10-02 14:48:38 main:574] : INFO : Epoch 1738 | loss: 0.0311457 | val_loss: 0.0311699 | Time: 2355.5 ms [2021-10-02 14:48:41 main:574] : INFO : Epoch 1739 | loss: 0.0311471 | val_loss: 0.0311699 | Time: 2347.17 ms [2021-10-02 14:48:43 main:574] : INFO : Epoch 1740 | loss: 0.0311475 | val_loss: 0.0311723 | Time: 2444.41 ms [2021-10-02 14:48:46 main:574] : INFO : Epoch 1741 | loss: 0.0311469 | val_loss: 0.0311696 | Time: 2501.5 ms [2021-10-02 14:48:48 main:574] : INFO : Epoch 1742 | loss: 0.031142 | val_loss: 0.0311723 | Time: 2322.23 ms [2021-10-02 14:48:50 main:574] : INFO : Epoch 1743 | loss: 0.0311421 | val_loss: 0.0311738 | Time: 2327.8 ms [2021-10-02 14:48:53 main:574] : INFO : Epoch 1744 | loss: 0.0311423 | val_loss: 0.0311722 | Time: 2462.18 ms [2021-10-02 14:48:55 main:574] : INFO : Epoch 1745 | loss: 0.0311427 | val_loss: 0.0311725 | Time: 2405.44 ms [2021-10-02 14:48:57 main:574] : INFO : Epoch 1746 | loss: 0.0311432 | val_loss: 0.0311686 | Time: 2323.94 ms [2021-10-02 14:49:00 main:574] : INFO : Epoch 1747 | loss: 0.0311433 | val_loss: 0.0311734 | Time: 2364.68 ms [2021-10-02 14:49:02 main:574] : INFO : Epoch 1748 | loss: 0.0311418 | val_loss: 0.0311729 | Time: 2326.6 ms [2021-10-02 14:49:04 main:574] : INFO : Epoch 1749 | loss: 0.0311402 | val_loss: 0.0311756 | Time: 2389.2 ms [2021-10-02 14:49:07 main:574] : INFO : Epoch 1750 | loss: 0.0311425 | val_loss: 0.0311763 | Time: 2341 ms [2021-10-02 14:49:09 main:574] : INFO : Epoch 1751 | loss: 0.0311427 | val_loss: 0.0311708 | Time: 2400.23 ms [2021-10-02 14:49:12 main:574] : INFO : Epoch 1752 | loss: 0.0311438 | val_loss: 0.0311695 | Time: 2607.8 ms [2021-10-02 14:49:14 main:574] : INFO : Epoch 1753 | loss: 0.0311455 | val_loss: 0.0311714 | Time: 2441.76 ms [2021-10-02 14:49:17 main:574] : INFO : Epoch 1754 | loss: 0.0311443 | val_loss: 0.0311712 | Time: 2486.15 ms [2021-10-02 14:49:19 main:574] : INFO : Epoch 1755 | loss: 0.0311511 | val_loss: 0.031182 | Time: 2472.66 ms [2021-10-02 14:49:22 main:574] : INFO : Epoch 1756 | loss: 0.0311522 | val_loss: 0.0311686 | Time: 2488.72 ms [2021-10-02 14:49:24 main:574] : INFO : Epoch 1757 | loss: 0.0311461 | val_loss: 0.031175 | Time: 2421.44 ms [2021-10-02 14:49:27 main:574] : INFO : Epoch 1758 | loss: 0.0311451 | val_loss: 0.031171 | Time: 2473.27 ms [2021-10-02 14:49:29 main:574] : INFO : Epoch 1759 | loss: 0.031142 | val_loss: 0.031172 | Time: 2448.62 ms [2021-10-02 14:49:32 main:574] : INFO : Epoch 1760 | loss: 0.0311441 | val_loss: 0.0311683 | Time: 2491.16 ms [2021-10-02 14:49:34 main:574] : INFO : Epoch 1761 | loss: 0.0311407 | val_loss: 0.0311688 | Time: 2505.29 ms [2021-10-02 14:49:37 main:574] : INFO : Epoch 1762 | loss: 0.0311406 | val_loss: 0.0311788 | Time: 2532.42 ms [2021-10-02 14:49:39 main:574] : INFO : Epoch 1763 | loss: 0.031142 | val_loss: 0.0311764 | Time: 2539.3 ms [2021-10-02 14:49:42 main:574] : INFO : Epoch 1764 | loss: 0.0311424 | val_loss: 0.0311727 | Time: 2464.52 ms [2021-10-02 14:49:44 main:574] : INFO : Epoch 1765 | loss: 0.0311423 | val_loss: 0.0311785 | Time: 2617.44 ms [2021-10-02 14:49:47 main:574] : INFO : Epoch 1766 | loss: 0.031142 | val_loss: 0.0311695 | Time: 2468.41 ms [2021-10-02 14:49:49 main:574] : INFO : Epoch 1767 | loss: 0.0311394 | val_loss: 0.031175 | Time: 2459.89 ms [2021-10-02 14:49:52 main:574] : INFO : Epoch 1768 | loss: 0.0311404 | val_loss: 0.0311735 | Time: 2503.74 ms [2021-10-02 14:49:54 main:574] : INFO : Epoch 1769 | loss: 0.0311411 | val_loss: 0.031173 | Time: 2497.76 ms [2021-10-02 14:49:57 main:574] : INFO : Epoch 1770 | loss: 0.0311411 | val_loss: 0.0311684 | Time: 2445.47 ms [2021-10-02 14:49:59 main:574] : INFO : Epoch 1771 | loss: 0.0311405 | val_loss: 0.0311755 | Time: 2528.82 ms [2021-10-02 14:50:02 main:574] : INFO : Epoch 1772 | loss: 0.0311449 | val_loss: 0.0311742 | Time: 2573.52 ms [2021-10-02 14:50:04 main:574] : INFO : Epoch 1773 | loss: 0.0311431 | val_loss: 0.0311708 | Time: 2542.36 ms [2021-10-02 14:50:07 main:574] : INFO : Epoch 1774 | loss: 0.0311393 | val_loss: 0.0311769 | Time: 2531.48 ms [2021-10-02 14:50:09 main:574] : INFO : Epoch 1775 | loss: 0.0311418 | val_loss: 0.0311771 | Time: 2527.53 ms [2021-10-02 14:50:12 main:574] : INFO : Epoch 1776 | loss: 0.0311408 | val_loss: 0.0311749 | Time: 2471.05 ms [2021-10-02 14:50:14 main:574] : INFO : Epoch 1777 | loss: 0.0311391 | val_loss: 0.0311748 | Time: 2419.78 ms [2021-10-02 14:50:17 main:574] : INFO : Epoch 1778 | loss: 0.0311447 | val_loss: 0.0311772 | Time: 2485.55 ms [2021-10-02 14:50:19 main:574] : INFO : Epoch 1779 | loss: 0.0311439 | val_loss: 0.0311728 | Time: 2443.62 ms [2021-10-02 14:50:22 main:574] : INFO : Epoch 1780 | loss: 0.0311422 | val_loss: 0.0311731 | Time: 2463.2 ms [2021-10-02 14:50:24 main:574] : INFO : Epoch 1781 | loss: 0.0311477 | val_loss: 0.0311723 | Time: 2445.82 ms [2021-10-02 14:50:27 main:574] : INFO : Epoch 1782 | loss: 0.0311608 | val_loss: 0.0311665 | Time: 2541.03 ms [2021-10-02 14:50:29 main:574] : INFO : Epoch 1783 | loss: 0.0311546 | val_loss: 0.0311668 | Time: 2537.33 ms [2021-10-02 14:50:32 main:574] : INFO : Epoch 1784 | loss: 0.0311546 | val_loss: 0.0311646 | Time: 2478.36 ms [2021-10-02 14:50:34 main:574] : INFO : Epoch 1785 | loss: 0.0311521 | val_loss: 0.0311699 | Time: 2498.45 ms [2021-10-02 14:50:37 main:574] : INFO : Epoch 1786 | loss: 0.0311489 | val_loss: 0.0311711 | Time: 2580.06 ms [2021-10-02 14:50:39 main:574] : INFO : Epoch 1787 | loss: 0.031146 | val_loss: 0.0311686 | Time: 2448.58 ms [2021-10-02 14:50:42 main:574] : INFO : Epoch 1788 | loss: 0.0311486 | val_loss: 0.0311699 | Time: 2434.53 ms [2021-10-02 14:50:44 main:574] : INFO : Epoch 1789 | loss: 0.0311532 | val_loss: 0.0311741 | Time: 2504.16 ms [2021-10-02 14:50:47 main:574] : INFO : Epoch 1790 | loss: 0.0311551 | val_loss: 0.031172 | Time: 2478.49 ms [2021-10-02 14:50:49 main:574] : INFO : Epoch 1791 | loss: 0.0311497 | val_loss: 0.0311689 | Time: 2417.56 ms [2021-10-02 14:50:52 main:574] : INFO : Epoch 1792 | loss: 0.0311471 | val_loss: 0.0311694 | Time: 2422.44 ms [2021-10-02 14:50:54 main:574] : INFO : Epoch 1793 | loss: 0.0311494 | val_loss: 0.0311701 | Time: 2491.51 ms [2021-10-02 14:50:57 main:574] : INFO : Epoch 1794 | loss: 0.0311498 | val_loss: 0.031168 | Time: 2549.96 ms [2021-10-02 14:50:59 main:574] : INFO : Epoch 1795 | loss: 0.0311472 | val_loss: 0.031172 | Time: 2464.9 ms [2021-10-02 14:51:02 main:574] : INFO : Epoch 1796 | loss: 0.0311558 | val_loss: 0.0311761 | Time: 2478.35 ms [2021-10-02 14:51:04 main:574] : INFO : Epoch 1797 | loss: 0.0311587 | val_loss: 0.031176 | Time: 2565.27 ms [2021-10-02 14:51:07 main:574] : INFO : Epoch 1798 | loss: 0.0311519 | val_loss: 0.0311727 | Time: 2453.13 ms [2021-10-02 14:51:09 main:574] : INFO : Epoch 1799 | loss: 0.0311509 | val_loss: 0.0311689 | Time: 2464.04 ms [2021-10-02 14:51:12 main:574] : INFO : Epoch 1800 | loss: 0.0311487 | val_loss: 0.0311754 | Time: 2514.3 ms [2021-10-02 14:51:14 main:574] : INFO : Epoch 1801 | loss: 0.0311481 | val_loss: 0.0311745 | Time: 2458.73 ms [2021-10-02 14:51:17 main:574] : INFO : Epoch 1802 | loss: 0.0311464 | val_loss: 0.031172 | Time: 2436.18 ms [2021-10-02 14:51:19 main:574] : INFO : Epoch 1803 | loss: 0.0311433 | val_loss: 0.0311754 | Time: 2414.74 ms [2021-10-02 14:51:21 main:574] : INFO : Epoch 1804 | loss: 0.0311437 | val_loss: 0.0311739 | Time: 2470.81 ms [2021-10-02 14:51:24 main:574] : INFO : Epoch 1805 | loss: 0.0311465 | val_loss: 0.0311705 | Time: 2514.86 ms [2021-10-02 14:51:26 main:574] : INFO : Epoch 1806 | loss: 0.0311493 | val_loss: 0.0311689 | Time: 2453.28 ms [2021-10-02 14:51:29 main:574] : INFO : Epoch 1807 | loss: 0.031144 | val_loss: 0.0311746 | Time: 2507.66 ms [2021-10-02 14:51:31 main:574] : INFO : Epoch 1808 | loss: 0.0311445 | val_loss: 0.0311803 | Time: 2465.57 ms [2021-10-02 14:51:34 main:574] : INFO : Epoch 1809 | loss: 0.0311444 | val_loss: 0.0311713 | Time: 2394.41 ms [2021-10-02 14:51:36 main:574] : INFO : Epoch 1810 | loss: 0.0311451 | val_loss: 0.0311682 | Time: 2439.39 ms [2021-10-02 14:51:39 main:574] : INFO : Epoch 1811 | loss: 0.0311436 | val_loss: 0.0311738 | Time: 2426.64 ms [2021-10-02 14:51:41 main:574] : INFO : Epoch 1812 | loss: 0.0311435 | val_loss: 0.0311755 | Time: 2434.97 ms [2021-10-02 14:51:44 main:574] : INFO : Epoch 1813 | loss: 0.031144 | val_loss: 0.0311723 | Time: 2397.63 ms [2021-10-02 14:51:46 main:574] : INFO : Epoch 1814 | loss: 0.0311412 | val_loss: 0.0311732 | Time: 2450.71 ms [2021-10-02 14:51:49 main:574] : INFO : Epoch 1815 | loss: 0.0311433 | val_loss: 0.0311699 | Time: 2487.63 ms [2021-10-02 14:51:51 main:574] : INFO : Epoch 1816 | loss: 0.0311434 | val_loss: 0.0311706 | Time: 2429.8 ms [2021-10-02 14:51:53 main:574] : INFO : Epoch 1817 | loss: 0.0311482 | val_loss: 0.0311684 | Time: 2464.67 ms [2021-10-02 14:51:56 main:574] : INFO : Epoch 1818 | loss: 0.0311506 | val_loss: 0.0311704 | Time: 2495.4 ms [2021-10-02 14:51:58 main:574] : INFO : Epoch 1819 | loss: 0.0311481 | val_loss: 0.0311688 | Time: 2444.31 ms [2021-10-02 14:52:01 main:574] : INFO : Epoch 1820 | loss: 0.0311487 | val_loss: 0.0311862 | Time: 2384.41 ms [2021-10-02 14:52:03 main:574] : INFO : Epoch 1821 | loss: 0.0311483 | val_loss: 0.0311717 | Time: 2475.18 ms [2021-10-02 14:52:06 main:574] : INFO : Epoch 1822 | loss: 0.031143 | val_loss: 0.0311712 | Time: 2494.36 ms [2021-10-02 14:52:08 main:574] : INFO : Epoch 1823 | loss: 0.0311428 | val_loss: 0.0311762 | Time: 2422.55 ms [2021-10-02 14:52:11 main:574] : INFO : Epoch 1824 | loss: 0.0311447 | val_loss: 0.0311753 | Time: 2432.67 ms [2021-10-02 14:52:13 main:574] : INFO : Epoch 1825 | loss: 0.0311435 | val_loss: 0.0311729 | Time: 2458.42 ms [2021-10-02 14:52:16 main:574] : INFO : Epoch 1826 | loss: 0.0311424 | val_loss: 0.0311709 | Time: 2466.32 ms [2021-10-02 14:52:18 main:574] : INFO : Epoch 1827 | loss: 0.0311417 | val_loss: 0.0311762 | Time: 2514.35 ms [2021-10-02 14:52:21 main:574] : INFO : Epoch 1828 | loss: 0.0311405 | val_loss: 0.0311702 | Time: 2506.76 ms [2021-10-02 14:52:23 main:574] : INFO : Epoch 1829 | loss: 0.0311399 | val_loss: 0.0311728 | Time: 2505.87 ms [2021-10-02 14:52:26 main:574] : INFO : Epoch 1830 | loss: 0.0311418 | val_loss: 0.0311738 | Time: 2450.46 ms [2021-10-02 14:52:28 main:574] : INFO : Epoch 1831 | loss: 0.0311426 | val_loss: 0.0311719 | Time: 2504.17 ms [2021-10-02 14:52:31 main:574] : INFO : Epoch 1832 | loss: 0.0311446 | val_loss: 0.0311732 | Time: 2489.57 ms [2021-10-02 14:52:33 main:574] : INFO : Epoch 1833 | loss: 0.0311426 | val_loss: 0.0311718 | Time: 2458.72 ms [2021-10-02 14:52:36 main:574] : INFO : Epoch 1834 | loss: 0.0311452 | val_loss: 0.0311694 | Time: 2488 ms [2021-10-02 14:52:38 main:574] : INFO : Epoch 1835 | loss: 0.0311427 | val_loss: 0.0311681 | Time: 2482.81 ms [2021-10-02 14:52:40 main:574] : INFO : Epoch 1836 | loss: 0.0311403 | val_loss: 0.0311765 | Time: 2482.77 ms [2021-10-02 14:52:43 main:574] : INFO : Epoch 1837 | loss: 0.0311409 | val_loss: 0.0311734 | Time: 2452.92 ms [2021-10-02 14:52:45 main:574] : INFO : Epoch 1838 | loss: 0.031142 | val_loss: 0.0311737 | Time: 2530.38 ms [2021-10-02 14:52:48 main:574] : INFO : Epoch 1839 | loss: 0.0311421 | val_loss: 0.0311722 | Time: 2585.35 ms [2021-10-02 14:52:51 main:574] : INFO : Epoch 1840 | loss: 0.0311401 | val_loss: 0.0311705 | Time: 2442.25 ms [2021-10-02 14:52:53 main:574] : INFO : Epoch 1841 | loss: 0.0311393 | val_loss: 0.0311734 | Time: 2399.42 ms [2021-10-02 14:52:55 main:574] : INFO : Epoch 1842 | loss: 0.0311424 | val_loss: 0.0311768 | Time: 2563.4 ms [2021-10-02 14:52:58 main:574] : INFO : Epoch 1843 | loss: 0.0311438 | val_loss: 0.0311712 | Time: 2485.74 ms [2021-10-02 14:53:00 main:574] : INFO : Epoch 1844 | loss: 0.0311436 | val_loss: 0.0311703 | Time: 2453.72 ms [2021-10-02 14:53:03 main:574] : INFO : Epoch 1845 | loss: 0.0311411 | val_loss: 0.0311747 | Time: 2509.51 ms [2021-10-02 14:53:06 main:574] : INFO : Epoch 1846 | loss: 0.0311393 | val_loss: 0.0311747 | Time: 2505.95 ms [2021-10-02 14:53:08 main:574] : INFO : Epoch 1847 | loss: 0.0311404 | val_loss: 0.031176 | Time: 2465.57 ms [2021-10-02 14:53:11 main:574] : INFO : Epoch 1848 | loss: 0.0311425 | val_loss: 0.0311777 | Time: 2441.85 ms [2021-10-02 14:53:13 main:574] : INFO : Epoch 1849 | loss: 0.0311398 | val_loss: 0.0311782 | Time: 2574.38 ms [2021-10-02 14:53:16 main:574] : INFO : Epoch 1850 | loss: 0.0311447 | val_loss: 0.0311804 | Time: 2479.47 ms [2021-10-02 14:53:18 main:574] : INFO : Epoch 1851 | loss: 0.0311412 | val_loss: 0.031171 | Time: 2443.5 ms [2021-10-02 14:53:21 main:574] : INFO : Epoch 1852 | loss: 0.0311397 | val_loss: 0.0311754 | Time: 2441.47 ms [2021-10-02 14:53:23 main:574] : INFO : Epoch 1853 | loss: 0.0311401 | val_loss: 0.031173 | Time: 2640.99 ms [2021-10-02 14:53:26 main:574] : INFO : Epoch 1854 | loss: 0.0311407 | val_loss: 0.031174 | Time: 2487.03 ms [2021-10-02 14:53:28 main:574] : INFO : Epoch 1855 | loss: 0.0311384 | val_loss: 0.031169 | Time: 2425.76 ms [2021-10-02 14:53:31 main:574] : INFO : Epoch 1856 | loss: 0.0311387 | val_loss: 0.0311758 | Time: 2545.21 ms [2021-10-02 14:53:33 main:574] : INFO : Epoch 1857 | loss: 0.0311387 | val_loss: 0.0311724 | Time: 2523.49 ms [2021-10-02 14:53:36 main:574] : INFO : Epoch 1858 | loss: 0.0311359 | val_loss: 0.0311736 | Time: 2457.24 ms [2021-10-02 14:53:38 main:574] : INFO : Epoch 1859 | loss: 0.031138 | val_loss: 0.0311707 | Time: 2439.09 ms [2021-10-02 14:53:41 main:574] : INFO : Epoch 1860 | loss: 0.0311393 | val_loss: 0.0311771 | Time: 2589.24 ms [2021-10-02 14:53:43 main:574] : INFO : Epoch 1861 | loss: 0.03114 | val_loss: 0.0311702 | Time: 2422.81 ms [2021-10-02 14:53:46 main:574] : INFO : Epoch 1862 | loss: 0.0311444 | val_loss: 0.0311707 | Time: 2459.75 ms [2021-10-02 14:53:48 main:574] : INFO : Epoch 1863 | loss: 0.0311432 | val_loss: 0.0311816 | Time: 2510.1 ms [2021-10-02 14:53:51 main:574] : INFO : Epoch 1864 | loss: 0.0311397 | val_loss: 0.0311734 | Time: 2504.56 ms [2021-10-02 14:53:53 main:574] : INFO : Epoch 1865 | loss: 0.0311442 | val_loss: 0.0311722 | Time: 2429.91 ms [2021-10-02 14:53:56 main:574] : INFO : Epoch 1866 | loss: 0.0311413 | val_loss: 0.0311743 | Time: 2430.57 ms [2021-10-02 14:53:58 main:574] : INFO : Epoch 1867 | loss: 0.0311384 | val_loss: 0.0311704 | Time: 2580.67 ms [2021-10-02 14:54:01 main:574] : INFO : Epoch 1868 | loss: 0.0311379 | val_loss: 0.0311767 | Time: 2556.94 ms [2021-10-02 14:54:03 main:574] : INFO : Epoch 1869 | loss: 0.0311364 | val_loss: 0.0311725 | Time: 2454.8 ms [2021-10-02 14:54:06 main:574] : INFO : Epoch 1870 | loss: 0.0311407 | val_loss: 0.0311907 | Time: 2514.81 ms [2021-10-02 14:54:08 main:574] : INFO : Epoch 1871 | loss: 0.031168 | val_loss: 0.0311744 | Time: 2575.78 ms [2021-10-02 14:54:11 main:574] : INFO : Epoch 1872 | loss: 0.0311471 | val_loss: 0.0311736 | Time: 2432.04 ms [2021-10-02 14:54:13 main:574] : INFO : Epoch 1873 | loss: 0.0311406 | val_loss: 0.031175 | Time: 2470.93 ms [2021-10-02 14:54:16 main:574] : INFO : Epoch 1874 | loss: 0.0311424 | val_loss: 0.031172 | Time: 2500.45 ms [2021-10-02 14:54:18 main:574] : INFO : Epoch 1875 | loss: 0.0311494 | val_loss: 0.0311763 | Time: 2457.99 ms [2021-10-02 14:54:21 main:574] : INFO : Epoch 1876 | loss: 0.0311542 | val_loss: 0.0311769 | Time: 2465.47 ms [2021-10-02 14:54:23 main:574] : INFO : Epoch 1877 | loss: 0.0311435 | val_loss: 0.0311756 | Time: 2469.3 ms [2021-10-02 14:54:26 main:574] : INFO : Epoch 1878 | loss: 0.0311391 | val_loss: 0.0311717 | Time: 2545.76 ms [2021-10-02 14:54:28 main:574] : INFO : Epoch 1879 | loss: 0.031139 | val_loss: 0.0311732 | Time: 2411.46 ms [2021-10-02 14:54:31 main:574] : INFO : Epoch 1880 | loss: 0.0311384 | val_loss: 0.0311703 | Time: 2331.42 ms [2021-10-02 14:54:33 main:574] : INFO : Epoch 1881 | loss: 0.0311371 | val_loss: 0.0311798 | Time: 2374.19 ms [2021-10-02 14:54:35 main:574] : INFO : Epoch 1882 | loss: 0.0311375 | val_loss: 0.0311726 | Time: 2348.07 ms [2021-10-02 14:54:38 main:574] : INFO : Epoch 1883 | loss: 0.0311442 | val_loss: 0.0311729 | Time: 2281.24 ms [2021-10-02 14:54:40 main:574] : INFO : Epoch 1884 | loss: 0.0311449 | val_loss: 0.0311676 | Time: 2395.35 ms [2021-10-02 14:54:42 main:574] : INFO : Epoch 1885 | loss: 0.0311391 | val_loss: 0.0311699 | Time: 2365.07 ms [2021-10-02 14:54:45 main:574] : INFO : Epoch 1886 | loss: 0.0311398 | val_loss: 0.0311754 | Time: 2435.15 ms [2021-10-02 14:54:47 main:574] : INFO : Epoch 1887 | loss: 0.0311419 | val_loss: 0.0311699 | Time: 2421.86 ms [2021-10-02 14:54:50 main:574] : INFO : Epoch 1888 | loss: 0.0311462 | val_loss: 0.0311753 | Time: 2428.85 ms [2021-10-02 14:54:52 main:574] : INFO : Epoch 1889 | loss: 0.0311421 | val_loss: 0.031177 | Time: 2356.96 ms [2021-10-02 14:54:54 main:574] : INFO : Epoch 1890 | loss: 0.0311454 | val_loss: 0.0311698 | Time: 2336.75 ms [2021-10-02 14:54:57 main:574] : INFO : Epoch 1891 | loss: 0.031142 | val_loss: 0.0311756 | Time: 2279.3 ms [2021-10-02 14:54:59 main:574] : INFO : Epoch 1892 | loss: 0.031142 | val_loss: 0.0311688 | Time: 2284.37 ms [2021-10-02 14:55:01 main:574] : INFO : Epoch 1893 | loss: 0.0311413 | val_loss: 0.0311724 | Time: 2291.09 ms [2021-10-02 14:55:04 main:574] : INFO : Epoch 1894 | loss: 0.0311402 | val_loss: 0.031171 | Time: 2307.03 ms [2021-10-02 14:55:06 main:574] : INFO : Epoch 1895 | loss: 0.0311387 | val_loss: 0.0311725 | Time: 2325.61 ms [2021-10-02 14:55:08 main:574] : INFO : Epoch 1896 | loss: 0.0311392 | val_loss: 0.0311882 | Time: 2280.8 ms [2021-10-02 14:55:10 main:574] : INFO : Epoch 1897 | loss: 0.0311389 | val_loss: 0.0311694 | Time: 2279.12 ms [2021-10-02 14:55:13 main:574] : INFO : Epoch 1898 | loss: 0.0311345 | val_loss: 0.0311719 | Time: 2330.5 ms [2021-10-02 14:55:15 main:574] : INFO : Epoch 1899 | loss: 0.0311369 | val_loss: 0.0311719 | Time: 2300.15 ms [2021-10-02 14:55:17 main:574] : INFO : Epoch 1900 | loss: 0.0311353 | val_loss: 0.0311758 | Time: 2266.79 ms [2021-10-02 14:55:20 main:574] : INFO : Epoch 1901 | loss: 0.0311358 | val_loss: 0.0311732 | Time: 2464.32 ms [2021-10-02 14:55:22 main:574] : INFO : Epoch 1902 | loss: 0.0311337 | val_loss: 0.0311751 | Time: 2435.16 ms [2021-10-02 14:55:25 main:574] : INFO : Epoch 1903 | loss: 0.0311414 | val_loss: 0.0311727 | Time: 2376.22 ms [2021-10-02 14:55:27 main:574] : INFO : Epoch 1904 | loss: 0.0311404 | val_loss: 0.0311727 | Time: 2424.3 ms [2021-10-02 14:55:30 main:574] : INFO : Epoch 1905 | loss: 0.0311389 | val_loss: 0.0311714 | Time: 2510.95 ms [2021-10-02 14:55:32 main:574] : INFO : Epoch 1906 | loss: 0.0311364 | val_loss: 0.0311773 | Time: 2494.69 ms [2021-10-02 14:55:35 main:574] : INFO : Epoch 1907 | loss: 0.0311412 | val_loss: 0.0311714 | Time: 2420.76 ms [2021-10-02 14:55:37 main:574] : INFO : Epoch 1908 | loss: 0.0311366 | val_loss: 0.0311807 | Time: 2488 ms [2021-10-02 14:55:40 main:574] : INFO : Epoch 1909 | loss: 0.031135 | val_loss: 0.0311756 | Time: 2606.84 ms [2021-10-02 14:55:42 main:574] : INFO : Epoch 1910 | loss: 0.0311327 | val_loss: 0.0311776 | Time: 2484.27 ms [2021-10-02 14:55:45 main:574] : INFO : Epoch 1911 | loss: 0.0311333 | val_loss: 0.0311796 | Time: 2497.74 ms [2021-10-02 14:55:47 main:574] : INFO : Epoch 1912 | loss: 0.031133 | val_loss: 0.0311735 | Time: 2634.37 ms [2021-10-02 14:55:50 main:574] : INFO : Epoch 1913 | loss: 0.0311327 | val_loss: 0.0311733 | Time: 2443.03 ms [2021-10-02 14:55:52 main:574] : INFO : Epoch 1914 | loss: 0.0311389 | val_loss: 0.0311753 | Time: 2372.79 ms [2021-10-02 14:55:55 main:574] : INFO : Epoch 1915 | loss: 0.0311386 | val_loss: 0.0311776 | Time: 2494.42 ms [2021-10-02 14:55:57 main:574] : INFO : Epoch 1916 | loss: 0.031135 | val_loss: 0.0311775 | Time: 2491.63 ms [2021-10-02 14:56:00 main:574] : INFO : Epoch 1917 | loss: 0.0311358 | val_loss: 0.0311812 | Time: 2492 ms [2021-10-02 14:56:02 main:574] : INFO : Epoch 1918 | loss: 0.0311374 | val_loss: 0.031177 | Time: 2423.6 ms [2021-10-02 14:56:05 main:574] : INFO : Epoch 1919 | loss: 0.0311371 | val_loss: 0.0311793 | Time: 2501.64 ms [2021-10-02 14:56:07 main:574] : INFO : Epoch 1920 | loss: 0.031131 | val_loss: 0.031173 | Time: 2680.24 ms [2021-10-02 14:56:10 main:574] : INFO : Epoch 1921 | loss: 0.0311311 | val_loss: 0.031173 | Time: 2493.77 ms [2021-10-02 14:56:12 main:574] : INFO : Epoch 1922 | loss: 0.0311321 | val_loss: 0.031179 | Time: 2498.23 ms [2021-10-02 14:56:15 main:574] : INFO : Epoch 1923 | loss: 0.0311335 | val_loss: 0.0311766 | Time: 2620.58 ms [2021-10-02 14:56:17 main:574] : INFO : Epoch 1924 | loss: 0.0311337 | val_loss: 0.0311799 | Time: 2451.8 ms [2021-10-02 14:56:20 main:574] : INFO : Epoch 1925 | loss: 0.0311332 | val_loss: 0.0311755 | Time: 2332.2 ms [2021-10-02 14:56:22 main:574] : INFO : Epoch 1926 | loss: 0.0311347 | val_loss: 0.0311744 | Time: 2477.32 ms [2021-10-02 14:56:25 main:574] : INFO : Epoch 1927 | loss: 0.0311329 | val_loss: 0.0311709 | Time: 2507.75 ms [2021-10-02 14:56:27 main:574] : INFO : Epoch 1928 | loss: 0.0311323 | val_loss: 0.0311784 | Time: 2447.77 ms [2021-10-02 14:56:30 main:574] : INFO : Epoch 1929 | loss: 0.0311327 | val_loss: 0.031175 | Time: 2473.04 ms [2021-10-02 14:56:32 main:574] : INFO : Epoch 1930 | loss: 0.0311377 | val_loss: 0.0311676 | Time: 2519.07 ms [2021-10-02 14:56:35 main:574] : INFO : Epoch 1931 | loss: 0.031134 | val_loss: 0.0311786 | Time: 2565.37 ms [2021-10-02 14:56:37 main:574] : INFO : Epoch 1932 | loss: 0.0311341 | val_loss: 0.031175 | Time: 2480.59 ms [2021-10-02 14:56:40 main:574] : INFO : Epoch 1933 | loss: 0.0311332 | val_loss: 0.03117 | Time: 2523.04 ms [2021-10-02 14:56:42 main:574] : INFO : Epoch 1934 | loss: 0.0311345 | val_loss: 0.0311748 | Time: 2573.63 ms [2021-10-02 14:56:45 main:574] : INFO : Epoch 1935 | loss: 0.0311366 | val_loss: 0.0311848 | Time: 2452.48 ms [2021-10-02 14:56:47 main:574] : INFO : Epoch 1936 | loss: 0.0311353 | val_loss: 0.0311814 | Time: 2403.18 ms [2021-10-02 14:56:50 main:574] : INFO : Epoch 1937 | loss: 0.0311346 | val_loss: 0.0311703 | Time: 2478.9 ms [2021-10-02 14:56:52 main:574] : INFO : Epoch 1938 | loss: 0.0311356 | val_loss: 0.0311729 | Time: 2480.81 ms [2021-10-02 14:56:55 main:574] : INFO : Epoch 1939 | loss: 0.031134 | val_loss: 0.0311764 | Time: 2422.93 ms [2021-10-02 14:56:57 main:574] : INFO : Epoch 1940 | loss: 0.0311311 | val_loss: 0.0311718 | Time: 2523.4 ms [2021-10-02 14:57:00 main:574] : INFO : Epoch 1941 | loss: 0.0311337 | val_loss: 0.0311693 | Time: 2610.1 ms [2021-10-02 14:57:02 main:574] : INFO : Epoch 1942 | loss: 0.031136 | val_loss: 0.0311747 | Time: 2569.95 ms [2021-10-02 14:57:05 main:574] : INFO : Epoch 1943 | loss: 0.0311335 | val_loss: 0.0311758 | Time: 2500.78 ms [2021-10-02 14:57:07 main:574] : INFO : Epoch 1944 | loss: 0.0311324 | val_loss: 0.0311737 | Time: 2575.65 ms [2021-10-02 14:57:10 main:574] : INFO : Epoch 1945 | loss: 0.0311365 | val_loss: 0.0311731 | Time: 2530.7 ms [2021-10-02 14:57:12 main:574] : INFO : Epoch 1946 | loss: 0.0311345 | val_loss: 0.0311877 | Time: 2415.48 ms [2021-10-02 14:57:15 main:574] : INFO : Epoch 1947 | loss: 0.0311317 | val_loss: 0.0311741 | Time: 2461.67 ms [2021-10-02 14:57:17 main:574] : INFO : Epoch 1948 | loss: 0.0311315 | val_loss: 0.031177 | Time: 2436.18 ms [2021-10-02 14:57:20 main:574] : INFO : Epoch 1949 | loss: 0.0311316 | val_loss: 0.0311771 | Time: 2474.22 ms [2021-10-02 14:57:22 main:574] : INFO : Epoch 1950 | loss: 0.0311319 | val_loss: 0.0311764 | Time: 2426.24 ms [2021-10-02 14:57:25 main:574] : INFO : Epoch 1951 | loss: 0.0311327 | val_loss: 0.0311753 | Time: 2554.91 ms [2021-10-02 14:57:27 main:574] : INFO : Epoch 1952 | loss: 0.031137 | val_loss: 0.0311781 | Time: 2555.27 ms [2021-10-02 14:57:30 main:574] : INFO : Epoch 1953 | loss: 0.0311381 | val_loss: 0.031172 | Time: 2597.48 ms [2021-10-02 14:57:32 main:574] : INFO : Epoch 1954 | loss: 0.0311321 | val_loss: 0.0311804 | Time: 2564.54 ms [2021-10-02 14:57:35 main:574] : INFO : Epoch 1955 | loss: 0.0311317 | val_loss: 0.0311721 | Time: 2528.19 ms [2021-10-02 14:57:37 main:574] : INFO : Epoch 1956 | loss: 0.0311314 | val_loss: 0.0311696 | Time: 2476.64 ms [2021-10-02 14:57:40 main:574] : INFO : Epoch 1957 | loss: 0.0311304 | val_loss: 0.0311744 | Time: 2447.57 ms [2021-10-02 14:57:42 main:574] : INFO : Epoch 1958 | loss: 0.0311343 | val_loss: 0.0311771 | Time: 2468.53 ms [2021-10-02 14:57:45 main:574] : INFO : Epoch 1959 | loss: 0.0311385 | val_loss: 0.0311795 | Time: 2411.77 ms [2021-10-02 14:57:47 main:574] : INFO : Epoch 1960 | loss: 0.0311373 | val_loss: 0.0311754 | Time: 2491.37 ms [2021-10-02 14:57:50 main:574] : INFO : Epoch 1961 | loss: 0.0311364 | val_loss: 0.031178 | Time: 2477 ms [2021-10-02 14:57:52 main:574] : INFO : Epoch 1962 | loss: 0.0311356 | val_loss: 0.0311794 | Time: 2561.16 ms [2021-10-02 14:57:55 main:574] : INFO : Epoch 1963 | loss: 0.0311393 | val_loss: 0.0311804 | Time: 2530.03 ms [2021-10-02 14:57:57 main:574] : INFO : Epoch 1964 | loss: 0.0311432 | val_loss: 0.0311712 | Time: 2512.28 ms [2021-10-02 14:58:00 main:574] : INFO : Epoch 1965 | loss: 0.0311387 | val_loss: 0.0311727 | Time: 2612.56 ms [2021-10-02 14:58:03 main:574] : INFO : Epoch 1966 | loss: 0.0311342 | val_loss: 0.0311737 | Time: 2513.36 ms [2021-10-02 14:58:05 main:574] : INFO : Epoch 1967 | loss: 0.0311335 | val_loss: 0.0311747 | Time: 2486.93 ms [2021-10-02 14:58:08 main:574] : INFO : Epoch 1968 | loss: 0.0311359 | val_loss: 0.0311724 | Time: 2536.54 ms [2021-10-02 14:58:10 main:574] : INFO : Epoch 1969 | loss: 0.0311342 | val_loss: 0.031181 | Time: 2480.53 ms [2021-10-02 14:58:12 main:574] : INFO : Epoch 1970 | loss: 0.0311381 | val_loss: 0.0311793 | Time: 2365.8 ms [2021-10-02 14:58:15 main:574] : INFO : Epoch 1971 | loss: 0.0311369 | val_loss: 0.0311758 | Time: 2553.72 ms [2021-10-02 14:58:18 main:574] : INFO : Epoch 1972 | loss: 0.0311317 | val_loss: 0.0311752 | Time: 2508.9 ms [2021-10-02 14:58:20 main:574] : INFO : Epoch 1973 | loss: 0.0311302 | val_loss: 0.0311771 | Time: 2531.52 ms [2021-10-02 14:58:23 main:574] : INFO : Epoch 1974 | loss: 0.0311297 | val_loss: 0.0311787 | Time: 2621.83 ms [2021-10-02 14:58:25 main:574] : INFO : Epoch 1975 | loss: 0.0311289 | val_loss: 0.0311732 | Time: 2592.01 ms [2021-10-02 14:58:28 main:574] : INFO : Epoch 1976 | loss: 0.0311296 | val_loss: 0.0311785 | Time: 2614.46 ms [2021-10-02 14:58:30 main:574] : INFO : Epoch 1977 | loss: 0.0311305 | val_loss: 0.0311785 | Time: 2459.02 ms [2021-10-02 14:58:33 main:574] : INFO : Epoch 1978 | loss: 0.0311301 | val_loss: 0.0311847 | Time: 2414.41 ms [2021-10-02 14:58:35 main:574] : INFO : Epoch 1979 | loss: 0.0311307 | val_loss: 0.0311797 | Time: 2533.9 ms [2021-10-02 14:58:38 main:574] : INFO : Epoch 1980 | loss: 0.0311289 | val_loss: 0.0311744 | Time: 2438.22 ms [2021-10-02 14:58:40 main:574] : INFO : Epoch 1981 | loss: 0.0311284 | val_loss: 0.0311874 | Time: 2380.46 ms [2021-10-02 14:58:43 main:574] : INFO : Epoch 1982 | loss: 0.0311296 | val_loss: 0.0311749 | Time: 2486.98 ms [2021-10-02 14:58:45 main:574] : INFO : Epoch 1983 | loss: 0.0311284 | val_loss: 0.0311792 | Time: 2561.76 ms [2021-10-02 14:58:48 main:574] : INFO : Epoch 1984 | loss: 0.0311262 | val_loss: 0.0311824 | Time: 2522.63 ms [2021-10-02 14:58:50 main:574] : INFO : Epoch 1985 | loss: 0.0311272 | val_loss: 0.0311795 | Time: 2437.65 ms [2021-10-02 14:58:53 main:574] : INFO : Epoch 1986 | loss: 0.0311301 | val_loss: 0.031182 | Time: 2558.89 ms [2021-10-02 14:58:55 main:574] : INFO : Epoch 1987 | loss: 0.0311314 | val_loss: 0.0311727 | Time: 2586.78 ms [2021-10-02 14:58:58 main:574] : INFO : Epoch 1988 | loss: 0.0311278 | val_loss: 0.0311834 | Time: 2446.99 ms [2021-10-02 14:59:00 main:574] : INFO : Epoch 1989 | loss: 0.0311259 | val_loss: 0.0311739 | Time: 2474.37 ms [2021-10-02 14:59:03 main:574] : INFO : Epoch 1990 | loss: 0.0311291 | val_loss: 0.0311796 | Time: 2515.69 ms [2021-10-02 14:59:05 main:574] : INFO : Epoch 1991 | loss: 0.0311302 | val_loss: 0.0311705 | Time: 2424.96 ms [2021-10-02 14:59:08 main:574] : INFO : Epoch 1992 | loss: 0.03113 | val_loss: 0.0311821 | Time: 2375.16 ms [2021-10-02 14:59:10 main:574] : INFO : Epoch 1993 | loss: 0.0311273 | val_loss: 0.0311773 | Time: 2531.73 ms [2021-10-02 14:59:13 main:574] : INFO : Epoch 1994 | loss: 0.0311272 | val_loss: 0.0311744 | Time: 2542.08 ms [2021-10-02 14:59:15 main:574] : INFO : Epoch 1995 | loss: 0.0311295 | val_loss: 0.0311765 | Time: 2478.03 ms [2021-10-02 14:59:18 main:574] : INFO : Epoch 1996 | loss: 0.03113 | val_loss: 0.0311815 | Time: 2487.61 ms [2021-10-02 14:59:20 main:574] : INFO : Epoch 1997 | loss: 0.0311258 | val_loss: 0.0311774 | Time: 2579.16 ms [2021-10-02 14:59:23 main:574] : INFO : Epoch 1998 | loss: 0.0311327 | val_loss: 0.0311739 | Time: 2509.13 ms [2021-10-02 14:59:25 main:574] : INFO : Epoch 1999 | loss: 0.0311379 | val_loss: 0.0311759 | Time: 2424.23 ms [2021-10-02 14:59:28 main:574] : INFO : Epoch 2000 | loss: 0.0311347 | val_loss: 0.0311723 | Time: 2501.57 ms [2021-10-02 14:59:30 main:574] : INFO : Epoch 2001 | loss: 0.0311303 | val_loss: 0.0311775 | Time: 2492.32 ms [2021-10-02 14:59:33 main:574] : INFO : Epoch 2002 | loss: 0.0311262 | val_loss: 0.0311801 | Time: 2387.56 ms [2021-10-02 14:59:35 main:574] : INFO : Epoch 2003 | loss: 0.0311262 | val_loss: 0.0311765 | Time: 2417.86 ms [2021-10-02 14:59:38 main:574] : INFO : Epoch 2004 | loss: 0.0311288 | val_loss: 0.031175 | Time: 2494.55 ms [2021-10-02 14:59:40 main:574] : INFO : Epoch 2005 | loss: 0.0311261 | val_loss: 0.0311738 | Time: 2519.8 ms [2021-10-02 14:59:43 main:574] : INFO : Epoch 2006 | loss: 0.0311268 | val_loss: 0.031184 | Time: 2546.93 ms [2021-10-02 14:59:45 main:574] : INFO : Epoch 2007 | loss: 0.0311274 | val_loss: 0.0311795 | Time: 2616.57 ms [2021-10-02 14:59:48 main:574] : INFO : Epoch 2008 | loss: 0.0311241 | val_loss: 0.0311815 | Time: 2555.08 ms [2021-10-02 14:59:50 main:574] : INFO : Epoch 2009 | loss: 0.0311316 | val_loss: 0.031175 | Time: 2479.18 ms [2021-10-02 14:59:53 main:574] : INFO : Epoch 2010 | loss: 0.0311301 | val_loss: 0.0311815 | Time: 2433.03 ms [2021-10-02 14:59:55 main:574] : INFO : Epoch 2011 | loss: 0.0311351 | val_loss: 0.0311768 | Time: 2417.51 ms [2021-10-02 14:59:58 main:574] : INFO : Epoch 2012 | loss: 0.0311363 | val_loss: 0.0311783 | Time: 2484.6 ms [2021-10-02 15:00:00 main:574] : INFO : Epoch 2013 | loss: 0.0311343 | val_loss: 0.0311783 | Time: 2458.19 ms [2021-10-02 15:00:03 main:574] : INFO : Epoch 2014 | loss: 0.0311315 | val_loss: 0.0311784 | Time: 2429.3 ms [2021-10-02 15:00:05 main:574] : INFO : Epoch 2015 | loss: 0.0311318 | val_loss: 0.0311743 | Time: 2550.94 ms [2021-10-02 15:00:08 main:574] : INFO : Epoch 2016 | loss: 0.0311314 | val_loss: 0.0311865 | Time: 2526.66 ms [2021-10-02 15:00:10 main:574] : INFO : Epoch 2017 | loss: 0.0311321 | val_loss: 0.0311753 | Time: 2505.04 ms [2021-10-02 15:00:13 main:574] : INFO : Epoch 2018 | loss: 0.0311375 | val_loss: 0.0311816 | Time: 2499.08 ms [2021-10-02 15:00:15 main:574] : INFO : Epoch 2019 | loss: 0.0311356 | val_loss: 0.0311776 | Time: 2520.97 ms [2021-10-02 15:00:18 main:574] : INFO : Epoch 2020 | loss: 0.0311329 | val_loss: 0.0311733 | Time: 2499.23 ms [2021-10-02 15:00:20 main:574] : INFO : Epoch 2021 | loss: 0.0311346 | val_loss: 0.0311772 | Time: 2430.78 ms [2021-10-02 15:00:23 main:574] : INFO : Epoch 2022 | loss: 0.0311298 | val_loss: 0.0311771 | Time: 2489.02 ms [2021-10-02 15:00:25 main:574] : INFO : Epoch 2023 | loss: 0.0311267 | val_loss: 0.0311789 | Time: 2449.26 ms [2021-10-02 15:00:27 main:574] : INFO : Epoch 2024 | loss: 0.0311293 | val_loss: 0.0311828 | Time: 2395.02 ms [2021-10-02 15:00:30 main:574] : INFO : Epoch 2025 | loss: 0.0311282 | val_loss: 0.0311832 | Time: 2312.72 ms [2021-10-02 15:00:32 main:574] : INFO : Epoch 2026 | loss: 0.0311327 | val_loss: 0.0311745 | Time: 2336.69 ms [2021-10-02 15:00:35 main:574] : INFO : Epoch 2027 | loss: 0.031129 | val_loss: 0.0311731 | Time: 2508.86 ms [2021-10-02 15:00:37 main:574] : INFO : Epoch 2028 | loss: 0.0311396 | val_loss: 0.0311734 | Time: 2514.83 ms [2021-10-02 15:00:40 main:574] : INFO : Epoch 2029 | loss: 0.0311394 | val_loss: 0.0311701 | Time: 2536.2 ms [2021-10-02 15:00:42 main:574] : INFO : Epoch 2030 | loss: 0.0311344 | val_loss: 0.0311779 | Time: 2483.66 ms [2021-10-02 15:00:45 main:574] : INFO : Epoch 2031 | loss: 0.0311336 | val_loss: 0.0311731 | Time: 2554.08 ms [2021-10-02 15:00:47 main:574] : INFO : Epoch 2032 | loss: 0.0311333 | val_loss: 0.031181 | Time: 2522.04 ms [2021-10-02 15:00:50 main:574] : INFO : Epoch 2033 | loss: 0.031129 | val_loss: 0.0311771 | Time: 2462.45 ms [2021-10-02 15:00:52 main:574] : INFO : Epoch 2034 | loss: 0.0311339 | val_loss: 0.0311771 | Time: 2466.21 ms [2021-10-02 15:00:55 main:574] : INFO : Epoch 2035 | loss: 0.0311336 | val_loss: 0.0311793 | Time: 2487.7 ms [2021-10-02 15:00:57 main:574] : INFO : Epoch 2036 | loss: 0.0311306 | val_loss: 0.0311782 | Time: 2464.82 ms [2021-10-02 15:01:00 main:574] : INFO : Epoch 2037 | loss: 0.031139 | val_loss: 0.031179 | Time: 2448.53 ms [2021-10-02 15:01:02 main:574] : INFO : Epoch 2038 | loss: 0.0311389 | val_loss: 0.0311758 | Time: 2487.41 ms [2021-10-02 15:01:05 main:574] : INFO : Epoch 2039 | loss: 0.0311374 | val_loss: 0.0311757 | Time: 2473.09 ms [2021-10-02 15:01:07 main:574] : INFO : Epoch 2040 | loss: 0.0311365 | val_loss: 0.0311767 | Time: 2490.24 ms [2021-10-02 15:01:10 main:574] : INFO : Epoch 2041 | loss: 0.031133 | val_loss: 0.0311734 | Time: 2453.59 ms [2021-10-02 15:01:12 main:574] : INFO : Epoch 2042 | loss: 0.0311378 | val_loss: 0.0311809 | Time: 2551.25 ms [2021-10-02 15:01:15 main:574] : INFO : Epoch 2043 | loss: 0.0311338 | val_loss: 0.0311778 | Time: 2499.87 ms [2021-10-02 15:01:17 main:574] : INFO : Epoch 2044 | loss: 0.0311347 | val_loss: 0.0311761 | Time: 2429.05 ms [2021-10-02 15:01:20 main:574] : INFO : Epoch 2045 | loss: 0.0311324 | val_loss: 0.0311734 | Time: 2510.08 ms [2021-10-02 15:01:22 main:574] : INFO : Epoch 2046 | loss: 0.0311362 | val_loss: 0.0311796 | Time: 2487.4 ms [2021-10-02 15:01:25 main:574] : INFO : Epoch 2047 | loss: 0.0311384 | val_loss: 0.0311737 | Time: 2444.53 ms [2021-10-02 15:01:27 main:574] : INFO : Epoch 2048 | loss: 0.0311306 | val_loss: 0.0311801 | Time: 2419.23 ms [2021-10-02 15:01:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311801 [2021-10-02 15:01:27 main:603] : INFO : Saving end state to config to file [2021-10-02 15:01:27 main:608] : INFO : Success, exiting.. 15:01:27 (33312): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)