Task 14627397
| Name | ParityModified-1647046139-15700-3-0_0 |
| Workunit | 11639870 |
| Created | 21 Apr 2022, 21:38:44 UTC |
| Sent | 21 Apr 2022, 21:39:07 UTC |
| Report deadline | 29 Apr 2022, 21:39:07 UTC |
| Received | 24 Apr 2022, 0:54:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4555 |
| Run time | 1 hours 18 min 9 sec |
| CPU time | 1 hours 17 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,509.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 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: 0.031145 | val_loss: 0.0311694 | Time: 2266.07 ms [2022-04-23 02:15:22 main:574] : INFO : Epoch 1543 | loss: 0.0311449 | val_loss: 0.0311699 | Time: 2259.26 ms [2022-04-23 02:15:24 main:574] : INFO : Epoch 1544 | loss: 0.0311463 | val_loss: 0.0311696 | Time: 2260.99 ms [2022-04-23 02:15:27 main:574] : INFO : Epoch 1545 | loss: 0.0311466 | val_loss: 0.0311701 | Time: 2262.87 ms [2022-04-23 02:15:29 main:574] : INFO : Epoch 1546 | loss: 0.0311443 | val_loss: 0.0311789 | Time: 2261.85 ms [2022-04-23 02:15:31 main:574] : INFO : Epoch 1547 | loss: 0.0311454 | val_loss: 0.0311738 | Time: 2259.13 ms [2022-04-23 02:15:33 main:574] : INFO : Epoch 1548 | loss: 0.0311469 | val_loss: 0.0311681 | Time: 2263.62 ms [2022-04-23 02:15:36 main:574] : INFO : Epoch 1549 | loss: 0.0311498 | val_loss: 0.0311696 | Time: 2261.99 ms [2022-04-23 02:15:38 main:574] : INFO : Epoch 1550 | loss: 0.0311537 | val_loss: 0.0311751 | Time: 2260.89 ms [2022-04-23 02:15:40 main:574] : INFO : Epoch 1551 | loss: 0.0311476 | val_loss: 0.0311671 | Time: 2261.57 ms [2022-04-23 02:15:43 main:574] : INFO : Epoch 1552 | loss: 0.0311467 | val_loss: 0.0311686 | Time: 2259.65 ms [2022-04-23 02:15:45 main:574] : INFO : Epoch 1553 | loss: 0.0311462 | val_loss: 0.0311702 | Time: 2257.39 ms [2022-04-23 02:15:47 main:574] : INFO : Epoch 1554 | loss: 0.0311459 | val_loss: 0.0311722 | Time: 2261.65 ms [2022-04-23 02:15:49 main:574] : INFO : Epoch 1555 | loss: 0.0311474 | val_loss: 0.0311728 | Time: 2272.74 ms [2022-04-23 02:15:52 main:574] : INFO : Epoch 1556 | loss: 0.0311465 | val_loss: 0.0311677 | Time: 2264.37 ms [2022-04-23 02:15:54 main:574] : INFO : Epoch 1557 | loss: 0.0311425 | val_loss: 0.0311716 | Time: 2258.03 ms [2022-04-23 02:15:56 main:574] : INFO : Epoch 1558 | loss: 0.0311427 | val_loss: 0.0311737 | Time: 2263.94 ms [2022-04-23 02:15:58 main:574] : INFO : Epoch 1559 | loss: 0.0311418 | val_loss: 0.0311742 | Time: 2261.93 ms [2022-04-23 02:16:01 main:574] : INFO : Epoch 1560 | loss: 0.0311445 | val_loss: 0.0311784 | Time: 2260.93 ms [2022-04-23 02:16:03 main:574] : INFO : Epoch 1561 | loss: 0.0311453 | val_loss: 0.0311716 | Time: 2259 ms [2022-04-23 02:16:05 main:574] : INFO : Epoch 1562 | loss: 0.0311498 | val_loss: 0.0311741 | Time: 2263.7 ms [2022-04-23 02:16:08 main:574] : INFO : Epoch 1563 | loss: 0.031146 | val_loss: 0.0311729 | Time: 2263.49 ms [2022-04-23 02:16:10 main:574] : INFO : Epoch 1564 | loss: 0.0311477 | val_loss: 0.0311719 | Time: 2260.94 ms [2022-04-23 02:16:12 main:574] : INFO : Epoch 1565 | loss: 0.0311439 | val_loss: 0.0311677 | Time: 2264.59 ms [2022-04-23 02:16:14 main:574] : INFO : Epoch 1566 | loss: 0.0311407 | val_loss: 0.0311715 | Time: 2265.35 ms [2022-04-23 02:16:17 main:574] : INFO : Epoch 1567 | loss: 0.0311408 | val_loss: 0.0311706 | Time: 2263.9 ms [2022-04-23 02:16:19 main:574] : INFO : Epoch 1568 | loss: 0.0311405 | val_loss: 0.0311697 | Time: 2256.68 ms [2022-04-23 02:16:21 main:574] : INFO : Epoch 1569 | loss: 0.0311453 | val_loss: 0.0311762 | Time: 2263.86 ms [2022-04-23 02:16:23 main:574] : INFO : Epoch 1570 | loss: 0.031142 | val_loss: 0.0311726 | Time: 2260.79 ms [2022-04-23 02:16:26 main:574] : INFO : Epoch 1571 | loss: 0.0311417 | val_loss: 0.0311729 | Time: 2261.47 ms [2022-04-23 02:16:28 main:574] : INFO : Epoch 1572 | loss: 0.0311452 | val_loss: 0.0311706 | Time: 2265.47 ms [2022-04-23 02:16:30 main:574] : INFO : Epoch 1573 | loss: 0.0311454 | val_loss: 0.0311696 | Time: 2254.96 ms [2022-04-23 02:16:33 main:574] : INFO : Epoch 1574 | loss: 0.0311436 | val_loss: 0.0311663 | Time: 2268.98 ms [2022-04-23 02:16:35 main:574] : INFO : Epoch 1575 | loss: 0.0311421 | val_loss: 0.0311757 | Time: 2261.44 ms [2022-04-23 02:16:37 main:574] : INFO : Epoch 1576 | loss: 0.0311447 | val_loss: 0.0311699 | Time: 2258.25 ms [2022-04-23 02:16:39 main:574] : INFO : Epoch 1577 | loss: 0.0311502 | val_loss: 0.0311697 | Time: 2264.72 ms [2022-04-23 02:16:42 main:574] : INFO : Epoch 1578 | loss: 0.0311494 | val_loss: 0.0311686 | Time: 2257.39 ms [2022-04-23 02:16:44 main:574] : INFO : Epoch 1579 | loss: 0.03115 | val_loss: 0.03117 | Time: 2263.06 ms [2022-04-23 02:16:46 main:574] : INFO : Epoch 1580 | loss: 0.0311475 | val_loss: 0.031168 | Time: 2259.3 ms [2022-04-23 02:16:48 main:574] : INFO : Epoch 1581 | loss: 0.0311474 | val_loss: 0.0311653 | Time: 2269.37 ms [2022-04-23 02:16:51 main:574] : INFO : Epoch 1582 | loss: 0.0311481 | val_loss: 0.0311687 | Time: 2260.21 ms [2022-04-23 02:16:53 main:574] : INFO : Epoch 1583 | loss: 0.0311524 | val_loss: 0.0311681 | Time: 2259.09 ms [2022-04-23 02:16:55 main:574] : INFO : Epoch 1584 | loss: 0.0311476 | val_loss: 0.0311696 | Time: 2266.1 ms [2022-04-23 02:16:57 main:574] : INFO : Epoch 1585 | loss: 0.0311481 | val_loss: 0.0311721 | Time: 2254.73 ms [2022-04-23 02:17:00 main:574] : INFO : Epoch 1586 | loss: 0.0311526 | val_loss: 0.0311699 | Time: 2264.38 ms [2022-04-23 02:17:02 main:574] : INFO : Epoch 1587 | loss: 0.0311488 | val_loss: 0.0311696 | Time: 2257.38 ms [2022-04-23 02:17:04 main:574] : INFO : Epoch 1588 | loss: 0.0311448 | val_loss: 0.0311679 | Time: 2263.46 ms [2022-04-23 02:17:07 main:574] : INFO : Epoch 1589 | loss: 0.0311439 | val_loss: 0.0311667 | Time: 2261.13 ms [2022-04-23 02:17:09 main:574] : INFO : Epoch 1590 | loss: 0.0311481 | val_loss: 0.0311667 | Time: 2257.94 ms [2022-04-23 02:17:11 main:574] : INFO : Epoch 1591 | loss: 0.0311455 | val_loss: 0.0311754 | Time: 2263.76 ms [2022-04-23 02:17:13 main:574] : INFO : Epoch 1592 | loss: 0.0311472 | val_loss: 0.0311713 | Time: 2258.66 ms [2022-04-23 02:17:16 main:574] : INFO : Epoch 1593 | loss: 0.0311438 | val_loss: 0.0311675 | Time: 2263.91 ms [2022-04-23 02:17:18 main:574] : INFO : Epoch 1594 | loss: 0.0311422 | val_loss: 0.0311664 | Time: 2263.88 ms [2022-04-23 02:17:20 main:574] : INFO : Epoch 1595 | loss: 0.031142 | val_loss: 0.0311709 | Time: 2264.72 ms [2022-04-23 02:17:22 main:574] : INFO : Epoch 1596 | loss: 0.0311452 | val_loss: 0.0311713 | Time: 2259.66 ms [2022-04-23 02:17:25 main:574] : INFO : Epoch 1597 | loss: 0.0311457 | val_loss: 0.0311718 | Time: 2256.32 ms [2022-04-23 02:17:27 main:574] : INFO : Epoch 1598 | loss: 0.0311438 | val_loss: 0.0311686 | Time: 2265.03 ms [2022-04-23 02:17:29 main:574] : INFO : Epoch 1599 | loss: 0.0311426 | val_loss: 0.031166 | Time: 2260.89 ms [2022-04-23 02:17:32 main:574] : INFO : Epoch 1600 | loss: 0.0311448 | val_loss: 0.0311682 | Time: 2263.32 ms [2022-04-23 02:17:34 main:574] : INFO : Epoch 1601 | loss: 0.0311449 | val_loss: 0.0311666 | Time: 2260.42 ms [2022-04-23 02:17:36 main:574] : INFO : Epoch 1602 | loss: 0.031149 | val_loss: 0.0311727 | Time: 2260.25 ms [2022-04-23 02:17:38 main:574] : INFO : Epoch 1603 | loss: 0.0311506 | val_loss: 0.0311675 | Time: 2263.57 ms [2022-04-23 02:17:41 main:574] : INFO : Epoch 1604 | loss: 0.0311463 | val_loss: 0.0311683 | Time: 2257.41 ms [2022-04-23 02:17:43 main:574] : INFO : Epoch 1605 | loss: 0.0311455 | val_loss: 0.03117 | Time: 2263.25 ms [2022-04-23 02:17:45 main:574] : INFO : Epoch 1606 | loss: 0.0311434 | val_loss: 0.0311711 | Time: 2257.82 ms [2022-04-23 02:17:47 main:574] : INFO : Epoch 1607 | loss: 0.0311447 | val_loss: 0.0311672 | Time: 2260.7 ms [2022-04-23 02:17:50 main:574] : INFO : Epoch 1608 | loss: 0.0311428 | val_loss: 0.031165 | Time: 2262.02 ms [2022-04-23 02:17:52 main:574] : INFO : Epoch 1609 | loss: 0.0311407 | val_loss: 0.0311669 | Time: 2257.66 ms [2022-04-23 02:17:54 main:574] : INFO : Epoch 1610 | loss: 0.0311408 | val_loss: 0.0311666 | Time: 2263.62 ms [2022-04-23 02:17:56 main:574] : INFO : Epoch 1611 | loss: 0.0311417 | val_loss: 0.0311689 | Time: 2259.84 ms [2022-04-23 02:17:59 main:574] : INFO : Epoch 1612 | loss: 0.0311431 | val_loss: 0.031181 | Time: 2262.83 ms [2022-04-23 02:18:01 main:574] : INFO : Epoch 1613 | loss: 0.0311456 | val_loss: 0.031167 | Time: 2263.57 ms [2022-04-23 02:18:03 main:574] : INFO : Epoch 1614 | loss: 0.0311474 | val_loss: 0.0311697 | Time: 2265 ms [2022-04-23 02:18:06 main:574] : INFO : Epoch 1615 | loss: 0.0311442 | val_loss: 0.0311682 | Time: 2260.45 ms [2022-04-23 02:18:08 main:574] : INFO : Epoch 1616 | loss: 0.0311438 | val_loss: 0.0311695 | Time: 2259.75 ms [2022-04-23 02:18:10 main:574] : INFO : Epoch 1617 | loss: 0.0311422 | val_loss: 0.031176 | Time: 2256.71 ms [2022-04-23 02:18:12 main:574] : INFO : Epoch 1618 | loss: 0.0311434 | val_loss: 0.0311688 | Time: 2260.48 ms [2022-04-23 02:18:15 main:574] : INFO : Epoch 1619 | loss: 0.0311463 | val_loss: 0.0311666 | Time: 2268.4 ms [2022-04-23 02:18:17 main:574] : INFO : Epoch 1620 | loss: 0.0311403 | val_loss: 0.0311675 | Time: 2260.79 ms [2022-04-23 02:18:19 main:574] : INFO : Epoch 1621 | loss: 0.0311407 | val_loss: 0.0311699 | Time: 2260.71 ms [2022-04-23 02:18:21 main:574] : INFO : Epoch 1622 | loss: 0.0311422 | val_loss: 0.0311702 | Time: 2262.39 ms [2022-04-23 02:18:24 main:574] : INFO : Epoch 1623 | loss: 0.0311412 | val_loss: 0.0311755 | Time: 2255.64 ms [2022-04-23 02:18:26 main:574] : INFO : Epoch 1624 | loss: 0.0311432 | val_loss: 0.0311699 | Time: 2256.85 ms [2022-04-23 02:18:28 main:574] : INFO : Epoch 1625 | loss: 0.0311405 | val_loss: 0.0311713 | Time: 2262.2 ms [2022-04-23 02:18:31 main:574] : INFO : Epoch 1626 | loss: 0.03114 | val_loss: 0.0311665 | Time: 2262.96 ms [2022-04-23 02:18:33 main:574] : INFO : Epoch 1627 | loss: 0.03114 | val_loss: 0.0311747 | Time: 2256.88 ms [2022-04-23 02:18:35 main:574] : INFO : Epoch 1628 | loss: 0.0311391 | val_loss: 0.0311666 | Time: 2264.65 ms [2022-04-23 02:18:37 main:574] : INFO : Epoch 1629 | loss: 0.0311381 | val_loss: 0.0311649 | Time: 2256.66 ms [2022-04-23 02:18:40 main:574] : INFO : Epoch 1630 | loss: 0.0311387 | val_loss: 0.0311661 | Time: 2264.42 ms [2022-04-23 02:18:42 main:574] : INFO : Epoch 1631 | loss: 0.0311449 | val_loss: 0.0311699 | Time: 2260.54 ms [2022-04-23 02:18:44 main:574] : INFO : Epoch 1632 | loss: 0.0311448 | val_loss: 0.0311678 | Time: 2261.73 ms [2022-04-23 02:18:46 main:574] : INFO : Epoch 1633 | loss: 0.0311432 | val_loss: 0.031169 | Time: 2265.29 ms [2022-04-23 02:18:49 main:574] : INFO : Epoch 1634 | loss: 0.0311412 | val_loss: 0.0311656 | Time: 2257.84 ms [2022-04-23 02:18:51 main:574] : INFO : Epoch 1635 | loss: 0.0311428 | val_loss: 0.0311695 | Time: 2263.12 ms [2022-04-23 02:18:53 main:574] : INFO : Epoch 1636 | loss: 0.0311419 | val_loss: 0.0311664 | Time: 2264.63 ms [2022-04-23 02:18:56 main:574] : INFO : Epoch 1637 | loss: 0.0311442 | val_loss: 0.0311688 | Time: 2261.69 ms [2022-04-23 02:18:58 main:574] : INFO : Epoch 1638 | loss: 0.0311439 | val_loss: 0.0311696 | Time: 2259.6 ms [2022-04-23 02:19:00 main:574] : INFO : Epoch 1639 | loss: 0.0311442 | val_loss: 0.0311729 | Time: 2262.18 ms [2022-04-23 02:19:02 main:574] : INFO : Epoch 1640 | loss: 0.031147 | val_loss: 0.0311755 | Time: 2258.11 ms [2022-04-23 02:19:05 main:574] : INFO : Epoch 1641 | loss: 0.0311477 | val_loss: 0.031178 | Time: 2261.41 ms [2022-04-23 02:19:07 main:574] : INFO : Epoch 1642 | loss: 0.0311444 | val_loss: 0.0311732 | Time: 2259.94 ms [2022-04-23 02:19:09 main:574] : INFO : Epoch 1643 | loss: 0.0311412 | val_loss: 0.0311707 | Time: 2260.12 ms [2022-04-23 02:19:11 main:574] : INFO : Epoch 1644 | loss: 0.0311431 | val_loss: 0.0311699 | Time: 2259.82 ms [2022-04-23 02:19:14 main:574] : INFO : Epoch 1645 | loss: 0.0311416 | val_loss: 0.0311663 | Time: 2260.88 ms [2022-04-23 02:19:16 main:574] : INFO : Epoch 1646 | loss: 0.0311391 | val_loss: 0.0311693 | Time: 2261.22 ms [2022-04-23 02:19:18 main:574] : INFO : Epoch 1647 | loss: 0.0311386 | val_loss: 0.031169 | Time: 2259.59 ms [2022-04-23 02:19:20 main:574] : INFO : Epoch 1648 | loss: 0.0311395 | val_loss: 0.0311665 | Time: 2262.8 ms [2022-04-23 02:19:23 main:574] : INFO : Epoch 1649 | loss: 0.0311398 | val_loss: 0.0311678 | Time: 2262.48 ms [2022-04-23 02:19:25 main:574] : INFO : Epoch 1650 | loss: 0.031145 | val_loss: 0.0311712 | Time: 2259.02 ms [2022-04-23 02:19:27 main:574] : INFO : Epoch 1651 | loss: 0.031144 | val_loss: 0.03117 | Time: 2263.37 ms [2022-04-23 02:19:30 main:574] : INFO : Epoch 1652 | loss: 0.0311439 | val_loss: 0.0311679 | Time: 2257.56 ms [2022-04-23 02:19:32 main:574] : INFO : Epoch 1653 | loss: 0.0311459 | val_loss: 0.0311726 | Time: 2264.63 ms [2022-04-23 02:19:34 main:574] : INFO : Epoch 1654 | loss: 0.0311448 | val_loss: 0.0311746 | Time: 2265.18 ms [2022-04-23 02:19:36 main:574] : INFO : Epoch 1655 | loss: 0.031148 | val_loss: 0.0311728 | Time: 2258.98 ms [2022-04-23 02:19:39 main:574] : INFO : Epoch 1656 | loss: 0.0311453 | val_loss: 0.0311698 | Time: 2264.72 ms [2022-04-23 02:19:41 main:574] : INFO : Epoch 1657 | loss: 0.0311439 | val_loss: 0.0311717 | Time: 2259.76 ms [2022-04-23 02:19:43 main:574] : INFO : Epoch 1658 | loss: 0.031147 | val_loss: 0.0311681 | Time: 2262.57 ms [2022-04-23 02:19:45 main:574] : INFO : Epoch 1659 | loss: 0.0311426 | val_loss: 0.0311659 | Time: 2261.72 ms [2022-04-23 02:19:48 main:574] : INFO : Epoch 1660 | loss: 0.031148 | val_loss: 0.0311836 | Time: 2257.9 ms [2022-04-23 02:19:50 main:574] : INFO : Epoch 1661 | loss: 0.0311473 | val_loss: 0.0311715 | Time: 2265.74 ms [2022-04-23 02:19:52 main:574] : INFO : Epoch 1662 | loss: 0.0311447 | val_loss: 0.0311683 | Time: 2256.79 ms [2022-04-23 02:19:55 main:574] : INFO : Epoch 1663 | loss: 0.0311448 | val_loss: 0.0311706 | Time: 2263.85 ms [2022-04-23 02:19:57 main:574] : INFO : Epoch 1664 | loss: 0.0311434 | val_loss: 0.0311687 | Time: 2263.05 ms [2022-04-23 02:19:59 main:574] : INFO : Epoch 1665 | loss: 0.0311453 | val_loss: 0.0311711 | Time: 2259.59 ms [2022-04-23 02:20:01 main:574] : INFO : Epoch 1666 | loss: 0.0311437 | val_loss: 0.0311697 | Time: 2260 ms [2022-04-23 02:20:04 main:574] : INFO : Epoch 1667 | loss: 0.0311454 | val_loss: 0.031174 | Time: 2263.77 ms [2022-04-23 02:20:06 main:574] : INFO : Epoch 1668 | loss: 0.0311505 | val_loss: 0.0311813 | Time: 2259.16 ms [2022-04-23 02:20:08 main:574] : INFO : Epoch 1669 | loss: 0.0311447 | val_loss: 0.0311731 | Time: 2262.81 ms [2022-04-23 02:20:10 main:574] : INFO : Epoch 1670 | loss: 0.0311449 | val_loss: 0.0311804 | Time: 2265.84 ms [2022-04-23 02:20:13 main:574] : INFO : Epoch 1671 | loss: 0.0311433 | val_loss: 0.0311914 | Time: 2256.58 ms [2022-04-23 02:20:15 main:574] : INFO : Epoch 1672 | loss: 0.0311423 | val_loss: 0.0311731 | Time: 2265.48 ms [2022-04-23 02:20:17 main:574] : INFO : Epoch 1673 | loss: 0.03114 | val_loss: 0.0311688 | Time: 2266.68 ms [2022-04-23 02:20:20 main:574] : INFO : Epoch 1674 | loss: 0.0311406 | val_loss: 0.0311775 | Time: 2259.62 ms [2022-04-23 02:20:22 main:574] : INFO : Epoch 1675 | loss: 0.031145 | val_loss: 0.0311769 | Time: 2264.7 ms [2022-04-23 02:20:24 main:574] : INFO : Epoch 1676 | loss: 0.0311481 | val_loss: 0.0311791 | Time: 2255.68 ms [2022-04-23 02:20:26 main:574] : INFO : Epoch 1677 | loss: 0.0311414 | val_loss: 0.0311731 | Time: 2264.95 ms [2022-04-23 02:20:29 main:574] : INFO : Epoch 1678 | loss: 0.0311445 | val_loss: 0.0311752 | Time: 2264.72 ms [2022-04-23 02:20:31 main:574] : INFO : Epoch 1679 | loss: 0.0311411 | val_loss: 0.031175 | Time: 2265.08 ms [2022-04-23 02:20:33 main:574] : INFO : Epoch 1680 | loss: 0.031139 | val_loss: 0.0311736 | Time: 2261.78 ms [2022-04-23 02:20:35 main:574] : INFO : Epoch 1681 | loss: 0.0311387 | val_loss: 0.031179 | Time: 2255.83 ms [2022-04-23 02:20:38 main:574] : INFO : Epoch 1682 | loss: 0.0311405 | val_loss: 0.031172 | Time: 2259.46 ms [2022-04-23 02:20:40 main:574] : INFO : Epoch 1683 | loss: 0.0311414 | val_loss: 0.0311718 | Time: 2262.15 ms [2022-04-23 02:20:42 main:574] : INFO : Epoch 1684 | loss: 0.0311403 | val_loss: 0.0311725 | Time: 2262.94 ms [2022-04-23 02:20:44 main:574] : INFO : Epoch 1685 | loss: 0.0311408 | val_loss: 0.0311719 | Time: 2260.76 ms [2022-04-23 02:20:47 main:574] : INFO : Epoch 1686 | loss: 0.0311407 | val_loss: 0.0311779 | Time: 2263.08 ms [2022-04-23 02:20:49 main:574] : INFO : Epoch 1687 | loss: 0.0311423 | val_loss: 0.03117 | Time: 2255.92 ms [2022-04-23 02:20:51 main:574] : INFO : Epoch 1688 | loss: 0.0311388 | val_loss: 0.0311735 | Time: 2264.76 ms [2022-04-23 02:20:54 main:574] : INFO : Epoch 1689 | loss: 0.03114 | val_loss: 0.031177 | Time: 2265.68 ms [2022-04-23 02:20:56 main:574] : INFO : Epoch 1690 | loss: 0.0311419 | val_loss: 0.031176 | Time: 2258.9 ms [2022-04-23 02:20:58 main:574] : INFO : Epoch 1691 | loss: 0.0311492 | val_loss: 0.0311713 | Time: 2265.21 ms [2022-04-23 02:21:00 main:574] : INFO : Epoch 1692 | loss: 0.0311466 | val_loss: 0.0311686 | Time: 2262.61 ms [2022-04-23 02:21:03 main:574] : INFO : Epoch 1693 | loss: 0.0311463 | val_loss: 0.0311708 | Time: 2260.36 ms [2022-04-23 02:21:05 main:574] : INFO : Epoch 1694 | loss: 0.0311436 | val_loss: 0.031168 | Time: 2262.86 ms [2022-04-23 02:21:07 main:574] : INFO : Epoch 1695 | loss: 0.0311437 | val_loss: 0.0311733 | Time: 2258.74 ms [2022-04-23 02:21:09 main:574] : INFO : Epoch 1696 | loss: 0.0311433 | val_loss: 0.0311715 | Time: 2266.54 ms [2022-04-23 02:21:12 main:574] : INFO : Epoch 1697 | loss: 0.0311425 | val_loss: 0.0311694 | Time: 2260.43 ms [2022-04-23 02:21:14 main:574] : INFO : Epoch 1698 | loss: 0.0311448 | val_loss: 0.0311696 | Time: 2260.85 ms [2022-04-23 02:21:16 main:574] : INFO : Epoch 1699 | loss: 0.0311435 | val_loss: 0.0311693 | Time: 2262.65 ms [2022-04-23 02:21:19 main:574] : INFO : Epoch 1700 | loss: 0.0311444 | val_loss: 0.0311745 | Time: 2260.34 ms [2022-04-23 02:21:21 main:574] : INFO : Epoch 1701 | loss: 0.0311475 | val_loss: 0.0311719 | Time: 2260.58 ms [2022-04-23 02:21:23 main:574] : INFO : Epoch 1702 | loss: 0.0311472 | val_loss: 0.0311731 | Time: 2263.7 ms [2022-04-23 02:21:25 main:574] : INFO : Epoch 1703 | loss: 0.031145 | val_loss: 0.0311702 | Time: 2261.71 ms [2022-04-23 02:21:28 main:574] : INFO : Epoch 1704 | loss: 0.0311457 | val_loss: 0.0311692 | Time: 2260.57 ms [2022-04-23 02:21:30 main:574] : INFO : Epoch 1705 | loss: 0.0311461 | val_loss: 0.0311774 | Time: 2260.51 ms [2022-04-23 02:21:32 main:574] : INFO : Epoch 1706 | loss: 0.0311458 | val_loss: 0.0311718 | Time: 2259.33 ms [2022-04-23 02:21:34 main:574] : INFO : Epoch 1707 | loss: 0.0311456 | val_loss: 0.0311789 | Time: 2263.34 ms [2022-04-23 02:21:37 main:574] : INFO : Epoch 1708 | loss: 0.0311416 | val_loss: 0.0311669 | Time: 2259.8 ms [2022-04-23 02:21:39 main:574] : INFO : Epoch 1709 | loss: 0.0311401 | val_loss: 0.0311723 | Time: 2260.14 ms [2022-04-23 02:21:41 main:574] : INFO : Epoch 1710 | loss: 0.0311399 | val_loss: 0.0311724 | Time: 2259.24 ms [2022-04-23 02:21:44 main:574] : INFO : Epoch 1711 | loss: 0.0311391 | val_loss: 0.0311886 | Time: 2259.43 ms [2022-04-23 02:21:46 main:574] : INFO : Epoch 1712 | loss: 0.0311407 | val_loss: 0.0311768 | Time: 2262.26 ms [2022-04-23 02:21:48 main:574] : INFO : Epoch 1713 | loss: 0.0311431 | val_loss: 0.0311728 | Time: 2260.29 ms [2022-04-23 02:21:50 main:574] : INFO : Epoch 1714 | loss: 0.0311473 | val_loss: 0.0311713 | Time: 2259.11 ms [2022-04-23 02:21:53 main:574] : INFO : Epoch 1715 | loss: 0.0311489 | val_loss: 0.0311747 | Time: 2262.08 ms [2022-04-23 02:21:55 main:574] : INFO : Epoch 1716 | loss: 0.0311462 | val_loss: 0.031172 | Time: 2256.19 ms [2022-04-23 02:21:57 main:574] : INFO : Epoch 1717 | loss: 0.0311456 | val_loss: 0.0311691 | Time: 2262.21 ms [2022-04-23 02:21:59 main:574] : INFO : Epoch 1718 | loss: 0.0311458 | val_loss: 0.0311694 | Time: 2255.13 ms [2022-04-23 02:22:02 main:574] : INFO : Epoch 1719 | loss: 0.0311443 | val_loss: 0.0311729 | Time: 2266.2 ms [2022-04-23 02:22:04 main:574] : INFO : Epoch 1720 | loss: 0.0311441 | val_loss: 0.0311727 | Time: 2261.38 ms [2022-04-23 02:22:06 main:574] : INFO : Epoch 1721 | loss: 0.0311425 | val_loss: 0.0311722 | Time: 2258.29 ms [2022-04-23 02:22:08 main:574] : INFO : Epoch 1722 | loss: 0.0311434 | val_loss: 0.0311704 | Time: 2262.48 ms [2022-04-23 02:22:11 main:574] : INFO : Epoch 1723 | loss: 0.0311414 | val_loss: 0.0311824 | Time: 2265.4 ms [2022-04-23 02:22:13 main:574] : INFO : Epoch 1724 | loss: 0.0311441 | val_loss: 0.0311726 | Time: 2263.29 ms [2022-04-23 02:22:15 main:574] : INFO : Epoch 1725 | loss: 0.0311429 | val_loss: 0.0311729 | Time: 2260.93 ms [2022-04-23 02:22:18 main:574] : INFO : Epoch 1726 | loss: 0.0311432 | val_loss: 0.0311714 | Time: 2258.88 ms [2022-04-23 02:22:20 main:574] : INFO : Epoch 1727 | loss: 0.0311424 | val_loss: 0.0311716 | Time: 2262.66 ms [2022-04-23 02:22:22 main:574] : INFO : Epoch 1728 | loss: 0.0311449 | val_loss: 0.0311705 | Time: 2261.02 ms [2022-04-23 02:22:24 main:574] : INFO : Epoch 1729 | loss: 0.0311433 | val_loss: 0.0311691 | Time: 2293.7 ms [2022-04-23 02:22:27 main:574] : INFO : Epoch 1730 | loss: 0.0311407 | val_loss: 0.0311674 | Time: 2267.26 ms [2022-04-23 02:22:29 main:574] : INFO : Epoch 1731 | loss: 0.0311409 | val_loss: 0.0311702 | Time: 2261.09 ms [2022-04-23 02:22:31 main:574] : INFO : Epoch 1732 | loss: 0.0311389 | val_loss: 0.031169 | Time: 2254.62 ms [2022-04-23 02:22:33 main:574] : INFO : Epoch 1733 | loss: 0.0311451 | val_loss: 0.0311681 | Time: 2268.08 ms [2022-04-23 02:22:36 main:574] : INFO : Epoch 1734 | loss: 0.0311412 | val_loss: 0.0311681 | Time: 2259.4 ms [2022-04-23 02:22:38 main:574] : INFO : Epoch 1735 | loss: 0.0311431 | val_loss: 0.0311679 | Time: 2263.11 ms [2022-04-23 02:22:40 main:574] : INFO : Epoch 1736 | loss: 0.0311533 | val_loss: 0.0311689 | Time: 2259.58 ms [2022-04-23 02:22:43 main:574] : INFO : Epoch 1737 | loss: 0.0311574 | val_loss: 0.031167 | Time: 2256.39 ms [2022-04-23 02:22:45 main:574] : INFO : Epoch 1738 | loss: 0.0311559 | val_loss: 0.0311634 | Time: 2262.19 ms [2022-04-23 02:22:47 main:574] : INFO : Epoch 1739 | loss: 0.0311541 | val_loss: 0.0311673 | Time: 2257.21 ms [2022-04-23 02:22:49 main:574] : INFO : Epoch 1740 | loss: 0.0311517 | val_loss: 0.0311659 | Time: 2258.35 ms [2022-04-23 02:22:52 main:574] : INFO : Epoch 1741 | loss: 0.0311531 | val_loss: 0.0311667 | Time: 2263.65 ms [2022-04-23 02:22:54 main:574] : INFO : Epoch 1742 | loss: 0.0311514 | val_loss: 0.0311723 | Time: 2258.47 ms [2022-04-23 02:22:56 main:574] : INFO : Epoch 1743 | loss: 0.0311536 | val_loss: 0.0311683 | Time: 2261.17 ms [2022-04-23 02:22:58 main:574] : INFO : Epoch 1744 | loss: 0.0311506 | val_loss: 0.0311681 | Time: 2262.91 ms [2022-04-23 02:23:01 main:574] : INFO : Epoch 1745 | loss: 0.0311523 | val_loss: 0.0311676 | Time: 2259.03 ms [2022-04-23 02:23:03 main:574] : INFO : Epoch 1746 | loss: 0.0311484 | val_loss: 0.0311695 | Time: 2262.3 ms [2022-04-23 02:23:05 main:574] : INFO : Epoch 1747 | loss: 0.0311486 | val_loss: 0.031169 | Time: 2259.92 ms [2022-04-23 02:23:08 main:574] : INFO : Epoch 1748 | loss: 0.0311525 | val_loss: 0.031168 | Time: 2264.57 ms [2022-04-23 02:23:10 main:574] : INFO : Epoch 1749 | loss: 0.0311583 | val_loss: 0.0311696 | Time: 2261.13 ms [2022-04-23 02:23:12 main:574] : INFO : Epoch 1750 | loss: 0.0311503 | val_loss: 0.0311729 | Time: 2259.86 ms [2022-04-23 02:23:14 main:574] : INFO : Epoch 1751 | loss: 0.0311539 | val_loss: 0.0311711 | Time: 2262.89 ms [2022-04-23 02:23:17 main:574] : INFO : Epoch 1752 | loss: 0.0311637 | val_loss: 0.0311765 | Time: 2257.28 ms [2022-04-23 02:23:19 main:574] : INFO : Epoch 1753 | loss: 0.0311604 | val_loss: 0.0311752 | Time: 2263.05 ms [2022-04-23 02:23:21 main:574] : INFO : Epoch 1754 | loss: 0.03116 | val_loss: 0.0311774 | Time: 2263.78 ms [2022-04-23 02:23:23 main:574] : INFO : Epoch 1755 | loss: 0.0311581 | val_loss: 0.0311753 | Time: 2258.59 ms [2022-04-23 02:23:26 main:574] : INFO : Epoch 1756 | loss: 0.0311609 | val_loss: 0.0311884 | Time: 2262.28 ms [2022-04-23 02:23:28 main:574] : INFO : Epoch 1757 | loss: 0.0311619 | val_loss: 0.0311756 | Time: 2259.82 ms [2022-04-23 02:23:30 main:574] : INFO : Epoch 1758 | loss: 0.031156 | val_loss: 0.0311806 | Time: 2263.69 ms [2022-04-23 02:23:32 main:574] : INFO : Epoch 1759 | loss: 0.0311585 | val_loss: 0.0311716 | Time: 2258.67 ms [2022-04-23 02:23:35 main:574] : INFO : Epoch 1760 | loss: 0.0311551 | val_loss: 0.0311737 | Time: 2261.34 ms [2022-04-23 02:23:37 main:574] : INFO : Epoch 1761 | loss: 0.0311531 | val_loss: 0.031172 | Time: 2260.59 ms [2022-04-23 02:23:39 main:574] : INFO : Epoch 1762 | loss: 0.0311528 | val_loss: 0.0311734 | Time: 2257.59 ms [2022-04-23 02:23:42 main:574] : INFO : Epoch 1763 | loss: 0.0311537 | val_loss: 0.0311736 | Time: 2266.93 ms [2022-04-23 02:23:44 main:574] : INFO : Epoch 1764 | loss: 0.031151 | val_loss: 0.0311758 | Time: 2256.3 ms [2022-04-23 02:23:46 main:574] : INFO : Epoch 1765 | loss: 0.0311562 | val_loss: 0.0311761 | Time: 2262.29 ms [2022-04-23 02:23:48 main:574] : INFO : Epoch 1766 | loss: 0.0311507 | val_loss: 0.0311765 | Time: 2265.11 ms [2022-04-23 02:23:51 main:574] : INFO : Epoch 1767 | loss: 0.0311528 | val_loss: 0.0311751 | Time: 2260.11 ms [2022-04-23 02:23:53 main:574] : INFO : Epoch 1768 | loss: 0.0311528 | val_loss: 0.0311767 | Time: 2266.68 ms [2022-04-23 02:23:55 main:574] : INFO : Epoch 1769 | loss: 0.0311513 | val_loss: 0.0311745 | Time: 2257.41 ms [2022-04-23 02:23:57 main:574] : INFO : Epoch 1770 | loss: 0.0311494 | val_loss: 0.03118 | Time: 2264.35 ms [2022-04-23 02:24:00 main:574] : INFO : Epoch 1771 | loss: 0.0311502 | val_loss: 0.0311731 | Time: 2263.43 ms [2022-04-23 02:24:02 main:574] : INFO : Epoch 1772 | loss: 0.0311468 | val_loss: 0.0311762 | Time: 2257.18 ms [2022-04-23 02:24:04 main:574] : INFO : Epoch 1773 | loss: 0.0311473 | val_loss: 0.0311721 | Time: 2266.62 ms [2022-04-23 02:24:07 main:574] : INFO : Epoch 1774 | loss: 0.0311463 | val_loss: 0.0311722 | Time: 2260.8 ms [2022-04-23 02:24:09 main:574] : INFO : Epoch 1775 | loss: 0.0311459 | val_loss: 0.0311744 | Time: 2259.57 ms [2022-04-23 02:24:11 main:574] : INFO : Epoch 1776 | loss: 0.0311466 | val_loss: 0.031173 | Time: 2263.51 ms [2022-04-23 02:24:13 main:574] : INFO : Epoch 1777 | loss: 0.0311475 | val_loss: 0.0311727 | Time: 2258.48 ms [2022-04-23 02:24:16 main:574] : INFO : Epoch 1778 | loss: 0.0311487 | val_loss: 0.0311738 | Time: 2262.47 ms [2022-04-23 02:24:18 main:574] : INFO : Epoch 1779 | loss: 0.0311477 | val_loss: 0.0311725 | Time: 2259.01 ms [2022-04-23 02:24:20 main:574] : INFO : Epoch 1780 | loss: 0.0311472 | val_loss: 0.0311715 | Time: 2267.28 ms [2022-04-23 02:24:22 main:574] : INFO : Epoch 1781 | loss: 0.0311497 | val_loss: 0.0311725 | Time: 2261.73 ms [2022-04-23 02:24:25 main:574] : INFO : Epoch 1782 | loss: 0.0311501 | val_loss: 0.0311733 | Time: 2260.99 ms [2022-04-23 02:24:27 main:574] : INFO : Epoch 1783 | loss: 0.0311458 | val_loss: 0.0311724 | Time: 2261.52 ms [2022-04-23 02:24:29 main:574] : INFO : Epoch 1784 | loss: 0.0311485 | val_loss: 0.0311718 | Time: 2263.01 ms [2022-04-23 02:24:31 main:574] : INFO : Epoch 1785 | loss: 0.0311483 | val_loss: 0.0311734 | Time: 2258.51 ms [2022-04-23 02:24:34 main:574] : INFO : Epoch 1786 | loss: 0.0311446 | val_loss: 0.0311739 | Time: 2261.3 ms [2022-04-23 02:24:36 main:574] : INFO : Epoch 1787 | loss: 0.0311461 | val_loss: 0.0311763 | Time: 2260.78 ms [2022-04-23 02:24:38 main:574] : INFO : Epoch 1788 | loss: 0.0311506 | val_loss: 0.0311738 | Time: 2257.98 ms [2022-04-23 02:24:41 main:574] : INFO : Epoch 1789 | loss: 0.0311471 | val_loss: 0.0311742 | Time: 2265.23 ms [2022-04-23 02:24:43 main:574] : INFO : Epoch 1790 | loss: 0.0311468 | val_loss: 0.0311768 | Time: 2257.4 ms [2022-04-23 02:24:45 main:574] : INFO : Epoch 1791 | loss: 0.0311468 | val_loss: 0.031174 | Time: 2265.3 ms [2022-04-23 02:24:47 main:574] : INFO : Epoch 1792 | loss: 0.0311457 | val_loss: 0.0311823 | Time: 2259.82 ms [2022-04-23 02:24:50 main:574] : INFO : Epoch 1793 | loss: 0.0311474 | val_loss: 0.0311749 | Time: 2257.66 ms [2022-04-23 02:24:52 main:574] : INFO : Epoch 1794 | loss: 0.0311434 | val_loss: 0.0311773 | Time: 2264.11 ms [2022-04-23 02:24:54 main:574] : INFO : Epoch 1795 | loss: 0.0311448 | val_loss: 0.0311757 | Time: 2262.38 ms [2022-04-23 02:24:56 main:574] : INFO : Epoch 1796 | loss: 0.0311492 | val_loss: 0.0311737 | Time: 2265.92 ms [2022-04-23 02:24:59 main:574] : INFO : Epoch 1797 | loss: 0.0311492 | val_loss: 0.0311756 | Time: 2261.87 ms [2022-04-23 02:25:01 main:574] : INFO : Epoch 1798 | loss: 0.0311485 | val_loss: 0.031192 | Time: 2262.72 ms [2022-04-23 02:25:03 main:574] : INFO : Epoch 1799 | loss: 0.0311529 | val_loss: 0.0311751 | Time: 2258.1 ms [2022-04-23 02:25:06 main:574] : INFO : Epoch 1800 | loss: 0.0311465 | val_loss: 0.031184 | Time: 2262.02 ms [2022-04-23 02:25:08 main:574] : INFO : Epoch 1801 | loss: 0.0311445 | val_loss: 0.0311707 | Time: 2261.47 ms [2022-04-23 02:25:10 main:574] : INFO : Epoch 1802 | loss: 0.0311435 | val_loss: 0.0311739 | Time: 2259.43 ms [2022-04-23 02:25:12 main:574] : INFO : Epoch 1803 | loss: 0.0311426 | val_loss: 0.031179 | Time: 2262.48 ms [2022-04-23 02:25:15 main:574] : INFO : Epoch 1804 | loss: 0.031142 | val_loss: 0.0311743 | Time: 2258.4 ms [2022-04-23 02:25:17 main:574] : INFO : Epoch 1805 | loss: 0.0311474 | val_loss: 0.0311738 | Time: 2265.6 ms [2022-04-23 02:25:19 main:574] : INFO : Epoch 1806 | loss: 0.0311471 | val_loss: 0.0311738 | Time: 2260.45 ms [2022-04-23 02:25:21 main:574] : INFO : Epoch 1807 | loss: 0.0311498 | val_loss: 0.0311776 | Time: 2261.03 ms [2022-04-23 02:25:24 main:574] : INFO : Epoch 1808 | loss: 0.031148 | val_loss: 0.0311711 | Time: 2265.57 ms [2022-04-23 02:25:26 main:574] : INFO : Epoch 1809 | loss: 0.0311436 | val_loss: 0.0311736 | Time: 2256.96 ms [2022-04-23 02:25:28 main:574] : INFO : Epoch 1810 | loss: 0.0311433 | val_loss: 0.0311771 | Time: 2264.75 ms [2022-04-23 02:25:31 main:574] : INFO : Epoch 1811 | loss: 0.0311444 | val_loss: 0.0311716 | Time: 2265.24 ms [2022-04-23 02:25:33 main:574] : INFO : Epoch 1812 | loss: 0.0311451 | val_loss: 0.0311726 | Time: 2259.64 ms [2022-04-23 02:25:35 main:574] : INFO : Epoch 1813 | loss: 0.031144 | val_loss: 0.0311771 | Time: 2262.96 ms [2022-04-23 02:25:37 main:574] : INFO : Epoch 1814 | loss: 0.0311449 | val_loss: 0.0311735 | Time: 2268.3 ms [2022-04-23 02:25:40 main:574] : INFO : Epoch 1815 | loss: 0.0311425 | val_loss: 0.0311755 | Time: 2263.03 ms [2022-04-23 02:25:42 main:574] : INFO : Epoch 1816 | loss: 0.0311438 | val_loss: 0.0311737 | Time: 2263.12 ms [2022-04-23 02:25:44 main:574] : INFO : Epoch 1817 | loss: 0.0311434 | val_loss: 0.031173 | Time: 2263.5 ms [2022-04-23 02:25:46 main:574] : INFO : Epoch 1818 | loss: 0.0311457 | val_loss: 0.0311755 | Time: 2256.2 ms [2022-04-23 02:25:49 main:574] : INFO : Epoch 1819 | loss: 0.0311474 | val_loss: 0.0311736 | Time: 2263.41 ms [2022-04-23 02:25:51 main:574] : INFO : Epoch 1820 | loss: 0.0311473 | val_loss: 0.0311747 | Time: 2259.76 ms [2022-04-23 02:25:53 main:574] : INFO : Epoch 1821 | loss: 0.0311462 | val_loss: 0.0311715 | Time: 2263.66 ms [2022-04-23 02:25:55 main:574] : INFO : Epoch 1822 | loss: 0.031146 | val_loss: 0.0311809 | Time: 2264.93 ms [2022-04-23 02:25:58 main:574] : INFO : Epoch 1823 | loss: 0.0311448 | val_loss: 0.0311721 | Time: 2257.03 ms [2022-04-23 02:26:00 main:574] : INFO : Epoch 1824 | loss: 0.0311421 | val_loss: 0.0311787 | Time: 2262.98 ms [2022-04-23 02:26:02 main:574] : INFO : Epoch 1825 | loss: 0.031143 | val_loss: 0.0311737 | Time: 2264.57 ms [2022-04-23 02:26:05 main:574] : INFO : Epoch 1826 | loss: 0.0311422 | val_loss: 0.0311716 | Time: 2260.99 ms [2022-04-23 02:26:07 main:574] : INFO : Epoch 1827 | loss: 0.0311464 | val_loss: 0.0311878 | Time: 2261.1 ms [2022-04-23 02:26:09 main:574] : INFO : Epoch 1828 | loss: 0.0311466 | val_loss: 0.0311801 | Time: 2259.34 ms [2022-04-23 02:26:11 main:574] : INFO : Epoch 1829 | loss: 0.0311477 | val_loss: 0.0311755 | Time: 2265.21 ms [2022-04-23 02:26:14 main:574] : INFO : Epoch 1830 | loss: 0.0311427 | val_loss: 0.0311711 | Time: 2257.15 ms [2022-04-23 02:26:16 main:574] : INFO : Epoch 1831 | loss: 0.0311415 | val_loss: 0.031177 | Time: 2264.35 ms [2022-04-23 02:26:18 main:574] : INFO : Epoch 1832 | loss: 0.0311448 | val_loss: 0.0311753 | Time: 2262.33 ms [2022-04-23 02:26:20 main:574] : INFO : Epoch 1833 | loss: 0.0311428 | val_loss: 0.0311721 | Time: 2262.8 ms [2022-04-23 02:26:23 main:574] : INFO : Epoch 1834 | loss: 0.0311435 | val_loss: 0.0311753 | Time: 2263.29 ms [2022-04-23 02:26:25 main:574] : INFO : Epoch 1835 | loss: 0.0311419 | val_loss: 0.0311822 | Time: 2261.97 ms [2022-04-23 02:26:27 main:574] : INFO : Epoch 1836 | loss: 0.0311424 | val_loss: 0.0311779 | Time: 2264.45 ms [2022-04-23 02:26:30 main:574] : INFO : Epoch 1837 | loss: 0.0311403 | val_loss: 0.0311734 | Time: 2260.59 ms [2022-04-23 02:26:32 main:574] : INFO : Epoch 1838 | loss: 0.0311406 | val_loss: 0.0311827 | Time: 2261.69 ms [2022-04-23 02:26:34 main:574] : INFO : Epoch 1839 | loss: 0.0311405 | val_loss: 0.0311768 | Time: 2261.69 ms [2022-04-23 02:26:36 main:574] : INFO : Epoch 1840 | loss: 0.0311434 | val_loss: 0.0311831 | Time: 2256.62 ms [2022-04-23 02:26:39 main:574] : INFO : Epoch 1841 | loss: 0.0311417 | val_loss: 0.0311773 | Time: 2260.45 ms [2022-04-23 02:26:41 main:574] : INFO : Epoch 1842 | loss: 0.0311426 | val_loss: 0.0311753 | Time: 2260.62 ms [2022-04-23 02:26:43 main:574] : INFO : Epoch 1843 | loss: 0.0311404 | val_loss: 0.031175 | Time: 2263.9 ms [2022-04-23 02:26:45 main:574] : INFO : Epoch 1844 | loss: 0.0311417 | val_loss: 0.0311759 | Time: 2257.5 ms [2022-04-23 02:26:48 main:574] : INFO : Epoch 1845 | loss: 0.0311448 | val_loss: 0.031179 | Time: 2264.86 ms [2022-04-23 02:26:50 main:574] : INFO : Epoch 1846 | loss: 0.0311488 | val_loss: 0.0311824 | Time: 2263.55 ms [2022-04-23 02:26:52 main:574] : INFO : Epoch 1847 | loss: 0.0311445 | val_loss: 0.0311729 | Time: 2261.84 ms [2022-04-23 02:26:55 main:574] : INFO : Epoch 1848 | loss: 0.031157 | val_loss: 0.0311756 | Time: 2258.13 ms [2022-04-23 02:26:57 main:574] : INFO : Epoch 1849 | loss: 0.0311598 | val_loss: 0.0311731 | Time: 2261.42 ms [2022-04-23 02:26:59 main:574] : INFO : Epoch 1850 | loss: 0.0311583 | val_loss: 0.0311811 | Time: 2260.93 ms [2022-04-23 02:27:01 main:574] : INFO : Epoch 1851 | loss: 0.0311563 | val_loss: 0.0311773 | Time: 2262.93 ms [2022-04-23 02:27:04 main:574] : INFO : Epoch 1852 | loss: 0.0311555 | val_loss: 0.0311724 | Time: 2262.93 ms [2022-04-23 02:27:06 main:574] : INFO : Epoch 1853 | loss: 0.0311554 | val_loss: 0.0311741 | Time: 2263.01 ms [2022-04-23 02:27:08 main:574] : INFO : Epoch 1854 | loss: 0.0311512 | val_loss: 0.031173 | Time: 2254.92 ms [2022-04-23 02:27:10 main:574] : INFO : Epoch 1855 | loss: 0.03115 | val_loss: 0.0311747 | Time: 2262.89 ms [2022-04-23 02:27:13 main:574] : INFO : Epoch 1856 | loss: 0.0311515 | val_loss: 0.0311786 | Time: 2262.73 ms [2022-04-23 02:27:15 main:574] : INFO : Epoch 1857 | loss: 0.0311494 | val_loss: 0.031173 | Time: 2261.77 ms [2022-04-23 02:27:17 main:574] : INFO : Epoch 1858 | loss: 0.0311478 | val_loss: 0.0311757 | Time: 2260.3 ms [2022-04-23 02:27:19 main:574] : INFO : Epoch 1859 | loss: 0.0311478 | val_loss: 0.031175 | Time: 2258.53 ms [2022-04-23 02:27:22 main:574] : INFO : Epoch 1860 | loss: 0.0311489 | val_loss: 0.0311736 | Time: 2264.45 ms [2022-04-23 02:27:24 main:574] : INFO : Epoch 1861 | loss: 0.031151 | val_loss: 0.0311745 | Time: 2259.61 ms [2022-04-23 02:27:26 main:574] : INFO : Epoch 1862 | loss: 0.0311476 | val_loss: 0.0311708 | Time: 2259.78 ms [2022-04-23 02:27:29 main:574] : INFO : Epoch 1863 | loss: 0.031147 | val_loss: 0.0311773 | Time: 2262.77 ms [2022-04-23 02:27:31 main:574] : INFO : Epoch 1864 | loss: 0.0311455 | val_loss: 0.0311767 | Time: 2265.5 ms [2022-04-23 02:27:33 main:574] : INFO : Epoch 1865 | loss: 0.0311487 | val_loss: 0.0311753 | Time: 2259.72 ms [2022-04-23 02:27:35 main:574] : INFO : Epoch 1866 | loss: 0.0311487 | val_loss: 0.0311715 | Time: 2265.04 ms [2022-04-23 02:27:38 main:574] : INFO : Epoch 1867 | loss: 0.0311465 | val_loss: 0.0311706 | Time: 2259.11 ms [2022-04-23 02:27:40 main:574] : INFO : Epoch 1868 | loss: 0.0311454 | val_loss: 0.0311709 | Time: 2263.25 ms [2022-04-23 02:27:42 main:574] : INFO : Epoch 1869 | loss: 0.0311444 | val_loss: 0.0311793 | Time: 2256.15 ms [2022-04-23 02:27:44 main:574] : INFO : Epoch 1870 | loss: 0.0311456 | val_loss: 0.0311703 | Time: 2261.37 ms [2022-04-23 02:27:47 main:574] : INFO : Epoch 1871 | loss: 0.0311458 | val_loss: 0.0311791 | Time: 2257.39 ms [2022-04-23 02:27:49 main:574] : INFO : Epoch 1872 | loss: 0.0311518 | val_loss: 0.0311796 | Time: 2261.37 ms [2022-04-23 02:27:51 main:574] : INFO : Epoch 1873 | loss: 0.0311464 | val_loss: 0.0311747 | Time: 2264.77 ms [2022-04-23 02:27:54 main:574] : INFO : Epoch 1874 | loss: 0.0311456 | val_loss: 0.0311773 | Time: 2257.52 ms [2022-04-23 02:27:56 main:574] : INFO : Epoch 1875 | loss: 0.0311441 | val_loss: 0.0311714 | Time: 2261.3 ms [2022-04-23 02:27:58 main:574] : INFO : Epoch 1876 | loss: 0.0311464 | val_loss: 0.0311714 | Time: 2256.16 ms [2022-04-23 02:28:00 main:574] : INFO : Epoch 1877 | loss: 0.0311451 | val_loss: 0.0311695 | Time: 2265.04 ms [2022-04-23 02:28:03 main:574] : INFO : Epoch 1878 | loss: 0.0311495 | val_loss: 0.0311739 | Time: 2261.33 ms [2022-04-23 02:28:05 main:574] : INFO : Epoch 1879 | loss: 0.0311458 | val_loss: 0.0311806 | Time: 2260.52 ms [2022-04-23 02:28:07 main:574] : INFO : Epoch 1880 | loss: 0.0311434 | val_loss: 0.0311732 | Time: 2265.14 ms [2022-04-23 02:28:09 main:574] : INFO : Epoch 1881 | loss: 0.0311457 | val_loss: 0.0311781 | Time: 2257.33 ms [2022-04-23 02:28:12 main:574] : INFO : Epoch 1882 | loss: 0.0311473 | val_loss: 0.0311716 | Time: 2265.05 ms [2022-04-23 02:28:14 main:574] : INFO : Epoch 1883 | loss: 0.0311498 | val_loss: 0.0311684 | Time: 2257.78 ms [2022-04-23 02:28:16 main:574] : INFO : Epoch 1884 | loss: 0.0311466 | val_loss: 0.0311699 | Time: 2259.33 ms [2022-04-23 02:28:18 main:574] : INFO : Epoch 1885 | loss: 0.0311457 | val_loss: 0.0311718 | Time: 2260.93 ms [2022-04-23 02:28:21 main:574] : INFO : Epoch 1886 | loss: 0.0311462 | val_loss: 0.0311726 | Time: 2261.3 ms [2022-04-23 02:28:23 main:574] : INFO : Epoch 1887 | loss: 0.031146 | val_loss: 0.0311702 | Time: 2268.18 ms [2022-04-23 02:28:25 main:574] : INFO : Epoch 1888 | loss: 0.0311449 | val_loss: 0.031174 | Time: 2258.4 ms [2022-04-23 02:28:28 main:574] : INFO : Epoch 1889 | loss: 0.0311475 | val_loss: 0.0311742 | Time: 2265.33 ms [2022-04-23 02:28:30 main:574] : INFO : Epoch 1890 | loss: 0.0311466 | val_loss: 0.031173 | Time: 2255.06 ms [2022-04-23 02:28:32 main:574] : INFO : Epoch 1891 | loss: 0.0311433 | val_loss: 0.0311729 | Time: 2262.01 ms [2022-04-23 02:28:34 main:574] : INFO : Epoch 1892 | loss: 0.0311424 | val_loss: 0.0311683 | Time: 2263.62 ms [2022-04-23 02:28:37 main:574] : INFO : Epoch 1893 | loss: 0.0311445 | val_loss: 0.0311704 | Time: 2257.09 ms [2022-04-23 02:28:39 main:574] : INFO : Epoch 1894 | loss: 0.0311467 | val_loss: 0.0311787 | Time: 2263.81 ms [2022-04-23 02:28:41 main:574] : INFO : Epoch 1895 | loss: 0.0311461 | val_loss: 0.0311716 | Time: 2261.79 ms [2022-04-23 02:28:43 main:574] : INFO : Epoch 1896 | loss: 0.0311434 | val_loss: 0.0311771 | Time: 2261.79 ms [2022-04-23 02:28:46 main:574] : INFO : Epoch 1897 | loss: 0.0311407 | val_loss: 0.0311712 | Time: 2260.02 ms [2022-04-23 02:28:48 main:574] : INFO : Epoch 1898 | loss: 0.0311403 | val_loss: 0.0311763 | Time: 2257.52 ms [2022-04-23 02:28:50 main:574] : INFO : Epoch 1899 | loss: 0.0311408 | val_loss: 0.0311734 | Time: 2260.16 ms [2022-04-23 02:28:53 main:574] : INFO : Epoch 1900 | loss: 0.0311405 | val_loss: 0.0311701 | Time: 2259.08 ms [2022-04-23 02:28:55 main:574] : INFO : Epoch 1901 | loss: 0.0311404 | val_loss: 0.0311792 | Time: 2265.37 ms [2022-04-23 02:28:57 main:574] : INFO : Epoch 1902 | loss: 0.0311396 | val_loss: 0.0311755 | Time: 2261.03 ms [2022-04-23 02:28:59 main:574] : INFO : Epoch 1903 | loss: 0.0311398 | val_loss: 0.0311737 | Time: 2265.63 ms [2022-04-23 02:29:02 main:574] : INFO : Epoch 1904 | loss: 0.0311398 | val_loss: 0.0311759 | Time: 2260.53 ms [2022-04-23 02:29:04 main:574] : INFO : Epoch 1905 | loss: 0.0311417 | val_loss: 0.0311797 | Time: 2265.56 ms [2022-04-23 02:29:06 main:574] : INFO : Epoch 1906 | loss: 0.0311422 | val_loss: 0.0311749 | Time: 2261.08 ms [2022-04-23 02:29:08 main:574] : INFO : Epoch 1907 | loss: 0.0311386 | val_loss: 0.0311722 | Time: 2261.09 ms [2022-04-23 02:29:11 main:574] : INFO : Epoch 1908 | loss: 0.0311406 | val_loss: 0.0311817 | Time: 2266.7 ms [2022-04-23 02:29:13 main:574] : INFO : Epoch 1909 | loss: 0.031142 | val_loss: 0.0311758 | Time: 2262.74 ms [2022-04-23 02:29:15 main:574] : INFO : Epoch 1910 | loss: 0.031141 | val_loss: 0.0311719 | Time: 2257.58 ms [2022-04-23 02:29:18 main:574] : INFO : Epoch 1911 | loss: 0.0311397 | val_loss: 0.0311737 | Time: 2263.22 ms [2022-04-23 02:29:20 main:574] : INFO : Epoch 1912 | loss: 0.0311391 | val_loss: 0.0311784 | Time: 2261.08 ms [2022-04-23 02:29:22 main:574] : INFO : Epoch 1913 | loss: 0.0311388 | val_loss: 0.0311759 | Time: 2262.21 ms [2022-04-23 02:29:24 main:574] : INFO : Epoch 1914 | loss: 0.0311372 | val_loss: 0.031172 | Time: 2259.52 ms [2022-04-23 02:29:27 main:574] : INFO : Epoch 1915 | loss: 0.031136 | val_loss: 0.0311761 | Time: 2261.56 ms [2022-04-23 02:29:29 main:574] : INFO : Epoch 1916 | loss: 0.0311355 | val_loss: 0.03117 | Time: 2260 ms [2022-04-23 02:29:31 main:574] : INFO : Epoch 1917 | loss: 0.0311372 | val_loss: 0.031178 | Time: 2262 ms [2022-04-23 02:29:33 main:574] : INFO : Epoch 1918 | loss: 0.0311425 | val_loss: 0.0311846 | Time: 2257.83 ms [2022-04-23 02:29:36 main:574] : INFO : Epoch 1919 | loss: 0.031139 | val_loss: 0.0311783 | Time: 2263.87 ms [2022-04-23 02:29:38 main:574] : INFO : Epoch 1920 | loss: 0.0311398 | val_loss: 0.0311736 | Time: 2264.89 ms [2022-04-23 02:29:40 main:574] : INFO : Epoch 1921 | loss: 0.0311382 | val_loss: 0.0311713 | Time: 2255.17 ms [2022-04-23 02:29:42 main:574] : INFO : Epoch 1922 | loss: 0.0311402 | val_loss: 0.0311711 | Time: 2268.3 ms [2022-04-23 02:29:45 main:574] : INFO : Epoch 1923 | loss: 0.0311404 | val_loss: 0.0311714 | Time: 2261.3 ms [2022-04-23 02:29:47 main:574] : INFO : Epoch 1924 | loss: 0.0311367 | val_loss: 0.0311727 | Time: 2260.25 ms [2022-04-23 02:29:49 main:574] : INFO : Epoch 1925 | loss: 0.0311376 | val_loss: 0.0311702 | Time: 2266.37 ms [2022-04-23 02:29:52 main:574] : INFO : Epoch 1926 | loss: 0.0311379 | val_loss: 0.0311775 | Time: 2262.32 ms [2022-04-23 02:29:54 main:574] : INFO : Epoch 1927 | loss: 0.0311413 | val_loss: 0.0311753 | Time: 2259.7 ms [2022-04-23 02:29:56 main:574] : INFO : Epoch 1928 | loss: 0.0311399 | val_loss: 0.0311788 | Time: 2260.6 ms [2022-04-23 02:29:58 main:574] : INFO : Epoch 1929 | loss: 0.0311397 | val_loss: 0.031177 | Time: 2258.16 ms [2022-04-23 02:30:01 main:574] : INFO : Epoch 1930 | loss: 0.031136 | val_loss: 0.0311711 | Time: 2264.44 ms [2022-04-23 02:30:03 main:574] : INFO : Epoch 1931 | loss: 0.031137 | val_loss: 0.0311795 | Time: 2264.43 ms [2022-04-23 02:30:05 main:574] : INFO : Epoch 1932 | loss: 0.0311383 | val_loss: 0.0311781 | Time: 2257.54 ms [2022-04-23 02:30:07 main:574] : INFO : Epoch 1933 | loss: 0.0311377 | val_loss: 0.0311741 | Time: 2263.92 ms [2022-04-23 02:30:10 main:574] : INFO : Epoch 1934 | loss: 0.031136 | val_loss: 0.0311752 | Time: 2258.98 ms [2022-04-23 02:30:12 main:574] : INFO : Epoch 1935 | loss: 0.0311388 | val_loss: 0.0311777 | Time: 2260.27 ms [2022-04-23 02:30:14 main:574] : INFO : Epoch 1936 | loss: 0.0311366 | val_loss: 0.0311742 | Time: 2260.65 ms [2022-04-23 02:30:17 main:574] : INFO : Epoch 1937 | loss: 0.0311359 | val_loss: 0.0311745 | Time: 2259.1 ms [2022-04-23 02:30:19 main:574] : INFO : Epoch 1938 | loss: 0.0311342 | val_loss: 0.0311876 | Time: 2263.92 ms [2022-04-23 02:30:21 main:574] : INFO : Epoch 1939 | loss: 0.0311433 | val_loss: 0.031179 | Time: 2253.87 ms [2022-04-23 02:30:23 main:574] : INFO : Epoch 1940 | loss: 0.0311467 | val_loss: 0.0311786 | Time: 2262.53 ms [2022-04-23 02:30:26 main:574] : INFO : Epoch 1941 | loss: 0.0311453 | val_loss: 0.0311747 | Time: 2258.02 ms [2022-04-23 02:30:28 main:574] : INFO : Epoch 1942 | loss: 0.0311435 | val_loss: 0.0311724 | Time: 2263.09 ms [2022-04-23 02:30:30 main:574] : INFO : Epoch 1943 | loss: 0.0311429 | val_loss: 0.0311721 | Time: 2261.73 ms [2022-04-23 02:30:32 main:574] : INFO : Epoch 1944 | loss: 0.0311454 | val_loss: 0.0311743 | Time: 2262.87 ms [2022-04-23 02:30:35 main:574] : INFO : Epoch 1945 | loss: 0.0311454 | val_loss: 0.0311784 | Time: 2257.99 ms [2022-04-23 02:30:37 main:574] : INFO : Epoch 1946 | loss: 0.0311404 | val_loss: 0.0311756 | Time: 2261.79 ms [2022-04-23 02:30:39 main:574] : INFO : Epoch 1947 | loss: 0.0311396 | val_loss: 0.0311731 | Time: 2271.81 ms [2022-04-23 02:30:42 main:574] : INFO : Epoch 1948 | loss: 0.0311417 | val_loss: 0.0311754 | Time: 2261.88 ms [2022-04-23 02:30:44 main:574] : INFO : Epoch 1949 | loss: 0.0311393 | val_loss: 0.0311785 | Time: 2259.9 ms [2022-04-23 02:30:46 main:574] : INFO : Epoch 1950 | loss: 0.0311399 | val_loss: 0.0311765 | Time: 2261.31 ms [2022-04-23 02:30:48 main:574] : INFO : Epoch 1951 | loss: 0.0311379 | val_loss: 0.0311789 | Time: 2261.05 ms [2022-04-23 02:30:51 main:574] : INFO : Epoch 1952 | loss: 0.0311363 | val_loss: 0.0311808 | Time: 2264.07 ms [2022-04-23 02:30:53 main:574] : INFO : Epoch 1953 | loss: 0.0311398 | val_loss: 0.0311756 | Time: 2254.94 ms [2022-04-23 02:30:55 main:574] : INFO : Epoch 1954 | loss: 0.0311415 | val_loss: 0.0311821 | Time: 2263.52 ms [2022-04-23 02:30:57 main:574] : INFO : Epoch 1955 | loss: 0.0311404 | val_loss: 0.0311795 | Time: 2260.74 ms [2022-04-23 02:31:00 main:574] : INFO : Epoch 1956 | loss: 0.0311383 | val_loss: 0.031175 | Time: 2262.21 ms [2022-04-23 02:31:02 main:574] : INFO : Epoch 1957 | loss: 0.0311366 | val_loss: 0.0311751 | Time: 2262.51 ms [2022-04-23 02:31:04 main:574] : INFO : Epoch 1958 | loss: 0.031139 | val_loss: 0.031176 | Time: 2256.53 ms [2022-04-23 02:31:06 main:574] : INFO : Epoch 1959 | loss: 0.0311372 | val_loss: 0.0311747 | Time: 2262.66 ms [2022-04-23 02:31:09 main:574] : INFO : Epoch 1960 | loss: 0.0311364 | val_loss: 0.0311747 | Time: 2252.97 ms [2022-04-23 02:31:11 main:574] : INFO : Epoch 1961 | loss: 0.0311379 | val_loss: 0.0311836 | Time: 2264.7 ms [2022-04-23 02:31:13 main:574] : INFO : Epoch 1962 | loss: 0.0311373 | val_loss: 0.0311774 | Time: 2264.76 ms [2022-04-23 02:31:16 main:574] : INFO : Epoch 1963 | loss: 0.0311369 | val_loss: 0.0311809 | Time: 2260.72 ms [2022-04-23 02:31:18 main:574] : INFO : Epoch 1964 | loss: 0.0311433 | val_loss: 0.0311904 | Time: 2258.66 ms [2022-04-23 02:31:20 main:574] : INFO : Epoch 1965 | loss: 0.0311417 | val_loss: 0.031187 | Time: 2264.23 ms [2022-04-23 02:31:22 main:574] : INFO : Epoch 1966 | loss: 0.0311396 | val_loss: 0.0311761 | Time: 2261.23 ms [2022-04-23 02:31:25 main:574] : INFO : Epoch 1967 | loss: 0.0311407 | val_loss: 0.0311772 | Time: 2259.66 ms [2022-04-23 02:31:27 main:574] : INFO : Epoch 1968 | loss: 0.0311469 | val_loss: 0.0311759 | Time: 2256.19 ms [2022-04-23 02:31:29 main:574] : INFO : Epoch 1969 | loss: 0.0311443 | val_loss: 0.0311744 | Time: 2264.77 ms [2022-04-23 02:31:31 main:574] : INFO : Epoch 1970 | loss: 0.0311433 | val_loss: 0.0311776 | Time: 2260.89 ms [2022-04-23 02:31:34 main:574] : INFO : Epoch 1971 | loss: 0.0311419 | val_loss: 0.0311731 | Time: 2262.07 ms [2022-04-23 02:31:36 main:574] : INFO : Epoch 1972 | loss: 0.0311403 | val_loss: 0.0311756 | Time: 2257.99 ms [2022-04-23 02:31:38 main:574] : INFO : Epoch 1973 | loss: 0.0311401 | val_loss: 0.0311767 | Time: 2262.53 ms [2022-04-23 02:31:41 main:574] : INFO : Epoch 1974 | loss: 0.0311403 | val_loss: 0.031174 | Time: 2255.06 ms [2022-04-23 02:31:43 main:574] : INFO : Epoch 1975 | loss: 0.0311392 | val_loss: 0.031174 | Time: 2266.32 ms [2022-04-23 02:31:45 main:574] : INFO : Epoch 1976 | loss: 0.0311391 | val_loss: 0.0311767 | Time: 2265.1 ms [2022-04-23 02:31:47 main:574] : INFO : Epoch 1977 | loss: 0.0311382 | val_loss: 0.0311734 | Time: 2257.17 ms [2022-04-23 02:31:50 main:574] : INFO : Epoch 1978 | loss: 0.0311365 | val_loss: 0.0311792 | Time: 2263.15 ms [2022-04-23 02:31:52 main:574] : INFO : Epoch 1979 | loss: 0.0311362 | val_loss: 0.0311792 | Time: 2259.65 ms [2022-04-23 02:31:54 main:574] : INFO : Epoch 1980 | loss: 0.0311389 | val_loss: 0.0311778 | Time: 2260.55 ms [2022-04-23 02:31:56 main:574] : INFO : Epoch 1981 | loss: 0.0311401 | val_loss: 0.0311775 | Time: 2258.7 ms [2022-04-23 02:31:59 main:574] : INFO : Epoch 1982 | loss: 0.03114 | val_loss: 0.03118 | Time: 2259.61 ms [2022-04-23 02:32:01 main:574] : INFO : Epoch 1983 | loss: 0.0311359 | val_loss: 0.0311838 | Time: 2261.51 ms [2022-04-23 02:32:03 main:574] : INFO : Epoch 1984 | loss: 0.0311369 | val_loss: 0.0311741 | Time: 2260.89 ms [2022-04-23 02:32:05 main:574] : INFO : Epoch 1985 | loss: 0.0311366 | val_loss: 0.0311791 | Time: 2259.46 ms [2022-04-23 02:32:08 main:574] : INFO : Epoch 1986 | loss: 0.0311351 | val_loss: 0.0311784 | Time: 2270.8 ms [2022-04-23 02:32:10 main:574] : INFO : Epoch 1987 | loss: 0.0311348 | val_loss: 0.0311748 | Time: 2262.81 ms [2022-04-23 02:32:12 main:574] : INFO : Epoch 1988 | loss: 0.0311331 | val_loss: 0.0311834 | Time: 2257.76 ms [2022-04-23 02:32:15 main:574] : INFO : Epoch 1989 | loss: 0.031135 | val_loss: 0.0311763 | Time: 2263.29 ms [2022-04-23 02:32:17 main:574] : INFO : Epoch 1990 | loss: 0.0311372 | val_loss: 0.0311742 | Time: 2261.41 ms [2022-04-23 02:32:19 main:574] : INFO : Epoch 1991 | loss: 0.0311388 | val_loss: 0.0311828 | Time: 2260.87 ms [2022-04-23 02:32:21 main:574] : INFO : Epoch 1992 | loss: 0.0311385 | val_loss: 0.0311737 | Time: 2267.67 ms [2022-04-23 02:32:24 main:574] : INFO : Epoch 1993 | loss: 0.0311335 | val_loss: 0.0311872 | Time: 2264.06 ms [2022-04-23 02:32:26 main:574] : INFO : Epoch 1994 | loss: 0.0311355 | val_loss: 0.0311739 | Time: 2260.39 ms [2022-04-23 02:32:28 main:574] : INFO : Epoch 1995 | loss: 0.0311367 | val_loss: 0.0311847 | Time: 2327.43 ms [2022-04-23 02:32:31 main:574] : INFO : Epoch 1996 | loss: 0.0311366 | val_loss: 0.0311792 | Time: 2266.35 ms [2022-04-23 02:32:33 main:574] : INFO : Epoch 1997 | loss: 0.0311345 | val_loss: 0.0311787 | Time: 2264.63 ms [2022-04-23 02:32:35 main:574] : INFO : Epoch 1998 | loss: 0.0311324 | val_loss: 0.0311773 | Time: 2263.91 ms [2022-04-23 02:32:37 main:574] : INFO : Epoch 1999 | loss: 0.0311323 | val_loss: 0.0311775 | Time: 2261.19 ms [2022-04-23 02:32:40 main:574] : INFO : Epoch 2000 | loss: 0.0311375 | val_loss: 0.0311779 | Time: 2257.83 ms [2022-04-23 02:32:42 main:574] : INFO : Epoch 2001 | loss: 0.0311408 | val_loss: 0.0311787 | Time: 2263.15 ms [2022-04-23 02:32:44 main:574] : INFO : Epoch 2002 | loss: 0.0358179 | val_loss: 0.0554302 | Time: 2263.71 ms [2022-04-23 02:32:46 main:574] : INFO : Epoch 2003 | loss: 0.0362083 | val_loss: 0.0317042 | Time: 2261.78 ms [2022-04-23 02:32:49 main:574] : INFO : Epoch 2004 | loss: 0.031512 | val_loss: 0.0313304 | Time: 2262.4 ms [2022-04-23 02:32:51 main:574] : INFO : Epoch 2005 | loss: 0.0312608 | val_loss: 0.0312302 | Time: 2262.39 ms [2022-04-23 02:32:53 main:574] : INFO : Epoch 2006 | loss: 0.0312197 | val_loss: 0.0312082 | Time: 2263.87 ms [2022-04-23 02:32:55 main:574] : INFO : Epoch 2007 | loss: 0.0312036 | val_loss: 0.0312111 | Time: 2258.42 ms [2022-04-23 02:32:58 main:574] : INFO : Epoch 2008 | loss: 0.0311956 | val_loss: 0.0311874 | Time: 2260.39 ms [2022-04-23 02:33:00 main:574] : INFO : Epoch 2009 | loss: 0.0311886 | val_loss: 0.0311852 | Time: 2262.42 ms [2022-04-23 02:33:02 main:574] : INFO : Epoch 2010 | loss: 0.0311838 | val_loss: 0.0311823 | Time: 2263.02 ms [2022-04-23 02:33:05 main:574] : INFO : Epoch 2011 | loss: 0.0311823 | val_loss: 0.0311826 | Time: 2266.71 ms [2022-04-23 02:33:07 main:574] : INFO : Epoch 2012 | loss: 0.0311816 | val_loss: 0.0311819 | Time: 2265.14 ms [2022-04-23 02:33:09 main:574] : INFO : Epoch 2013 | loss: 0.031182 | val_loss: 0.0311844 | Time: 2264.74 ms [2022-04-23 02:33:11 main:574] : INFO : Epoch 2014 | loss: 0.0311816 | val_loss: 0.0311798 | Time: 2265.13 ms [2022-04-23 02:33:14 main:574] : INFO : Epoch 2015 | loss: 0.0311792 | val_loss: 0.0311792 | Time: 2262.82 ms [2022-04-23 02:33:16 main:574] : INFO : Epoch 2016 | loss: 0.0311775 | val_loss: 0.031178 | Time: 2256.64 ms [2022-04-23 02:33:18 main:574] : INFO : Epoch 2017 | loss: 0.0311748 | val_loss: 0.031177 | Time: 2262.06 ms [2022-04-23 02:33:20 main:574] : INFO : Epoch 2018 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 2263.58 ms [2022-04-23 02:33:23 main:574] : INFO : Epoch 2019 | loss: 0.0311735 | val_loss: 0.0311785 | Time: 2259.06 ms [2022-04-23 02:33:25 main:574] : INFO : Epoch 2020 | loss: 0.0311709 | val_loss: 0.0311747 | Time: 2262.27 ms [2022-04-23 02:33:27 main:574] : INFO : Epoch 2021 | loss: 0.0311695 | val_loss: 0.0311742 | Time: 2261.91 ms [2022-04-23 02:33:30 main:574] : INFO : Epoch 2022 | loss: 0.0311728 | val_loss: 0.0311742 | Time: 2260.68 ms [2022-04-23 02:33:32 main:574] : INFO : Epoch 2023 | loss: 0.0311684 | val_loss: 0.0311764 | Time: 2264.44 ms [2022-04-23 02:33:34 main:574] : INFO : Epoch 2024 | loss: 0.0311689 | val_loss: 0.0311739 | Time: 2263.41 ms [2022-04-23 02:33:36 main:574] : INFO : Epoch 2025 | loss: 0.0311673 | val_loss: 0.0311722 | Time: 2265.4 ms [2022-04-23 02:33:39 main:574] : INFO : Epoch 2026 | loss: 0.0311665 | val_loss: 0.0311766 | Time: 2256.28 ms [2022-04-23 02:33:41 main:574] : INFO : Epoch 2027 | loss: 0.0311665 | val_loss: 0.0311719 | Time: 2263.43 ms [2022-04-23 02:33:43 main:574] : INFO : Epoch 2028 | loss: 0.0311688 | val_loss: 0.0311759 | Time: 2260.81 ms [2022-04-23 02:33:45 main:574] : INFO : Epoch 2029 | loss: 0.0311684 | val_loss: 0.0311719 | Time: 2260.34 ms [2022-04-23 02:33:48 main:574] : INFO : Epoch 2030 | loss: 0.0311642 | val_loss: 0.0311731 | Time: 2257.94 ms [2022-04-23 02:33:50 main:574] : INFO : Epoch 2031 | loss: 0.0311645 | val_loss: 0.0311713 | Time: 2261.12 ms [2022-04-23 02:33:52 main:574] : INFO : Epoch 2032 | loss: 0.031165 | val_loss: 0.0311767 | Time: 2261.3 ms [2022-04-23 02:33:55 main:574] : INFO : Epoch 2033 | loss: 0.0311688 | val_loss: 0.0311787 | Time: 2260.81 ms [2022-04-23 02:33:57 main:574] : INFO : Epoch 2034 | loss: 0.0311656 | val_loss: 0.0311718 | Time: 2256.92 ms [2022-04-23 02:33:59 main:574] : INFO : Epoch 2035 | loss: 0.0311667 | val_loss: 0.0311765 | Time: 2270.16 ms [2022-04-23 02:34:01 main:574] : INFO : Epoch 2036 | loss: 0.0311655 | val_loss: 0.0311753 | Time: 2263.47 ms [2022-04-23 02:34:04 main:574] : INFO : Epoch 2037 | loss: 0.0311668 | val_loss: 0.0311793 | Time: 2255.94 ms [2022-04-23 02:34:06 main:574] : INFO : Epoch 2038 | loss: 0.0311647 | val_loss: 0.0311721 | Time: 2264.23 ms [2022-04-23 02:34:08 main:574] : INFO : Epoch 2039 | loss: 0.0311638 | val_loss: 0.0311699 | Time: 2261.11 ms [2022-04-23 02:34:10 main:574] : INFO : Epoch 2040 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 2259.71 ms [2022-04-23 02:34:13 main:574] : INFO : Epoch 2041 | loss: 0.0311636 | val_loss: 0.0311721 | Time: 2261.29 ms [2022-04-23 02:34:15 main:574] : INFO : Epoch 2042 | loss: 0.0311623 | val_loss: 0.0311708 | Time: 2257.64 ms [2022-04-23 02:34:17 main:574] : INFO : Epoch 2043 | loss: 0.0311607 | val_loss: 0.0311711 | Time: 2264.53 ms [2022-04-23 02:34:19 main:574] : INFO : Epoch 2044 | loss: 0.0311615 | val_loss: 0.0311705 | Time: 2265.66 ms [2022-04-23 02:34:22 main:574] : INFO : Epoch 2045 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 2267.63 ms [2022-04-23 02:34:24 main:574] : INFO : Epoch 2046 | loss: 0.0311626 | val_loss: 0.0311768 | Time: 2268.28 ms [2022-04-23 02:34:26 main:574] : INFO : Epoch 2047 | loss: 0.0311651 | val_loss: 0.031173 | Time: 2263.99 ms [2022-04-23 02:34:29 main:574] : INFO : Epoch 2048 | loss: 0.0311621 | val_loss: 0.0311701 | Time: 2270.19 ms [2022-04-23 02:34:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311701 [2022-04-23 02:34:29 main:603] : INFO : Saving end state to config to file [2022-04-23 02:34:29 main:608] : INFO : Success, exiting.. 02:34:29 (11660): 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)