Task 7783135
| Name | ParityModified-1631734762-14448-3_0 |
| Workunit | 5416509 |
| Created | 3 Oct 2021, 8:30:10 UTC |
| Sent | 13 Oct 2021, 7:25:21 UTC |
| Report deadline | 20 Oct 2021, 7:25:21 UTC |
| Received | 15 Oct 2021, 3:03:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 6 hours 52 min 37 sec |
| CPU time | 5 hours 58 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,473.94 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4 19:24:40 main:574] : INFO : Epoch 1542 | loss: 0.0310795 | val_loss: 0.0311503 | Time: 10285.7 ms [2021-10-14 19:24:51 main:574] : INFO : Epoch 1543 | loss: 0.0310803 | val_loss: 0.0311453 | Time: 10352.9 ms [2021-10-14 19:25:02 main:574] : INFO : Epoch 1544 | loss: 0.0310812 | val_loss: 0.0311452 | Time: 11289 ms [2021-10-14 19:25:13 main:574] : INFO : Epoch 1545 | loss: 0.0310954 | val_loss: 0.0311448 | Time: 11321.3 ms [2021-10-14 19:25:24 main:574] : INFO : Epoch 1546 | loss: 0.0310919 | val_loss: 0.0311416 | Time: 10797.1 ms [2021-10-14 19:25:35 main:574] : INFO : Epoch 1547 | loss: 0.0310881 | val_loss: 0.0311442 | Time: 10378.5 ms [2021-10-14 19:25:46 main:574] : INFO : Epoch 1548 | loss: 0.0310855 | val_loss: 0.0311493 | Time: 10921.5 ms [2021-10-14 19:25:57 main:574] : INFO : Epoch 1549 | loss: 0.0311004 | val_loss: 0.0311389 | Time: 11033.7 ms [2021-10-14 19:26:08 main:574] : INFO : Epoch 1550 | loss: 0.0311008 | val_loss: 0.0311422 | Time: 11378.7 ms [2021-10-14 19:26:19 main:574] : INFO : Epoch 1551 | loss: 0.0311088 | val_loss: 0.0311384 | Time: 10764.2 ms [2021-10-14 19:26:29 main:574] : INFO : Epoch 1552 | loss: 0.0311077 | val_loss: 0.0311453 | Time: 10289 ms [2021-10-14 19:26:41 main:574] : INFO : Epoch 1553 | loss: 0.0311066 | val_loss: 0.0311438 | Time: 11239.2 ms [2021-10-14 19:26:52 main:574] : INFO : Epoch 1554 | loss: 0.0311008 | val_loss: 0.0311421 | Time: 11045.9 ms [2021-10-14 19:27:03 main:574] : INFO : Epoch 1555 | loss: 0.0310947 | val_loss: 0.0311433 | Time: 11565.5 ms [2021-10-14 19:27:14 main:574] : INFO : Epoch 1556 | loss: 0.0310906 | val_loss: 0.0311399 | Time: 10318.2 ms [2021-10-14 19:27:24 main:574] : INFO : Epoch 1557 | loss: 0.0310915 | val_loss: 0.0311397 | Time: 10130.7 ms [2021-10-14 19:27:36 main:574] : INFO : Epoch 1558 | loss: 0.0310921 | val_loss: 0.0311391 | Time: 11773.2 ms [2021-10-14 19:27:47 main:574] : INFO : Epoch 1559 | loss: 0.031088 | val_loss: 0.031137 | Time: 11050.8 ms [2021-10-14 19:27:58 main:574] : INFO : Epoch 1560 | loss: 0.0310847 | val_loss: 0.0311452 | Time: 11196.4 ms [2021-10-14 19:28:09 main:574] : INFO : Epoch 1561 | loss: 0.0310813 | val_loss: 0.0311443 | Time: 10754.4 ms [2021-10-14 19:28:20 main:574] : INFO : Epoch 1562 | loss: 0.0310812 | val_loss: 0.0311417 | Time: 10686.4 ms [2021-10-14 19:28:31 main:574] : INFO : Epoch 1563 | loss: 0.0310797 | val_loss: 0.0311425 | Time: 11292.5 ms [2021-10-14 19:28:42 main:574] : INFO : Epoch 1564 | loss: 0.0310821 | val_loss: 0.0311461 | Time: 11011.8 ms [2021-10-14 19:28:53 main:574] : INFO : Epoch 1565 | loss: 0.0310829 | val_loss: 0.0311443 | Time: 10949.1 ms [2021-10-14 19:29:03 main:574] : INFO : Epoch 1566 | loss: 0.0310812 | val_loss: 0.0311454 | Time: 10198.4 ms [2021-10-14 19:29:14 main:574] : INFO : Epoch 1567 | loss: 0.0310782 | val_loss: 0.0311457 | Time: 10734.7 ms [2021-10-14 19:29:25 main:574] : INFO : Epoch 1568 | loss: 0.0310794 | val_loss: 0.0311471 | Time: 11258.4 ms [2021-10-14 19:29:36 main:574] : INFO : Epoch 1569 | loss: 0.0310756 | val_loss: 0.0311479 | Time: 10829.8 ms [2021-10-14 19:29:48 main:574] : INFO : Epoch 1570 | loss: 0.0310759 | val_loss: 0.0311465 | Time: 11114.1 ms [2021-10-14 19:29:58 main:574] : INFO : Epoch 1571 | loss: 0.0310747 | val_loss: 0.0311479 | Time: 10657.8 ms [2021-10-14 19:30:10 main:574] : INFO : Epoch 1572 | loss: 0.0310726 | val_loss: 0.0311549 | Time: 12153.2 ms [2021-10-14 19:30:21 main:574] : INFO : Epoch 1573 | loss: 0.0310748 | val_loss: 0.0311493 | Time: 10343.2 ms [2021-10-14 19:30:31 main:574] : INFO : Epoch 1574 | loss: 0.0310747 | val_loss: 0.0311462 | Time: 10158.4 ms [2021-10-14 19:30:41 main:574] : INFO : Epoch 1575 | loss: 0.0310775 | val_loss: 0.031152 | Time: 10230 ms [2021-10-14 19:30:52 main:574] : INFO : Epoch 1576 | loss: 0.0310772 | val_loss: 0.0311483 | Time: 10189.2 ms [2021-10-14 19:31:02 main:574] : INFO : Epoch 1577 | loss: 0.0310795 | val_loss: 0.0311518 | Time: 10776.5 ms [2021-10-14 19:31:14 main:574] : INFO : Epoch 1578 | loss: 0.0310782 | val_loss: 0.0311495 | Time: 11467.9 ms [2021-10-14 19:31:25 main:574] : INFO : Epoch 1579 | loss: 0.0310759 | val_loss: 0.0311485 | Time: 10700.8 ms [2021-10-14 19:31:35 main:574] : INFO : Epoch 1580 | loss: 0.0310733 | val_loss: 0.0311525 | Time: 10127.9 ms [2021-10-14 19:31:45 main:574] : INFO : Epoch 1581 | loss: 0.0310726 | val_loss: 0.0311524 | Time: 10284.7 ms [2021-10-14 19:31:55 main:574] : INFO : Epoch 1582 | loss: 0.0310756 | val_loss: 0.031149 | Time: 10143.7 ms [2021-10-14 19:32:06 main:574] : INFO : Epoch 1583 | loss: 0.0310723 | val_loss: 0.031152 | Time: 10350.5 ms [2021-10-14 19:32:16 main:574] : INFO : Epoch 1584 | loss: 0.0310709 | val_loss: 0.0311474 | Time: 10389.3 ms [2021-10-14 19:32:27 main:574] : INFO : Epoch 1585 | loss: 0.0310717 | val_loss: 0.031148 | Time: 10308.8 ms [2021-10-14 19:32:37 main:574] : INFO : Epoch 1586 | loss: 0.0310742 | val_loss: 0.031152 | Time: 10115 ms [2021-10-14 19:32:47 main:574] : INFO : Epoch 1587 | loss: 0.031071 | val_loss: 0.0311523 | Time: 10192.8 ms [2021-10-14 19:32:57 main:574] : INFO : Epoch 1588 | loss: 0.0310753 | val_loss: 0.031148 | Time: 10047.7 ms [2021-10-14 19:33:08 main:574] : INFO : Epoch 1589 | loss: 0.0310948 | val_loss: 0.0311467 | Time: 11169.8 ms [2021-10-14 19:33:20 main:574] : INFO : Epoch 1590 | loss: 0.0310986 | val_loss: 0.0311551 | Time: 11210.4 ms [2021-10-14 19:33:31 main:574] : INFO : Epoch 1591 | loss: 0.0311059 | val_loss: 0.0311441 | Time: 11324.7 ms [2021-10-14 19:33:42 main:574] : INFO : Epoch 1592 | loss: 0.0310959 | val_loss: 0.0311431 | Time: 10889.6 ms [2021-10-14 19:33:53 main:574] : INFO : Epoch 1593 | loss: 0.0310878 | val_loss: 0.0311416 | Time: 11353.6 ms [2021-10-14 19:34:05 main:574] : INFO : Epoch 1594 | loss: 0.0310843 | val_loss: 0.0311425 | Time: 11119.6 ms [2021-10-14 19:34:16 main:574] : INFO : Epoch 1595 | loss: 0.0310793 | val_loss: 0.03114 | Time: 11378.5 ms [2021-10-14 19:34:27 main:574] : INFO : Epoch 1596 | loss: 0.0310779 | val_loss: 0.0311477 | Time: 10794.9 ms [2021-10-14 19:34:38 main:574] : INFO : Epoch 1597 | loss: 0.0310757 | val_loss: 0.0311456 | Time: 11134.3 ms [2021-10-14 19:34:49 main:574] : INFO : Epoch 1598 | loss: 0.0310789 | val_loss: 0.0311455 | Time: 11208.6 ms [2021-10-14 19:35:01 main:574] : INFO : Epoch 1599 | loss: 0.0310792 | val_loss: 0.0311463 | Time: 11606.8 ms [2021-10-14 19:35:11 main:574] : INFO : Epoch 1600 | loss: 0.0310768 | val_loss: 0.031149 | Time: 10197.6 ms [2021-10-14 19:35:22 main:574] : INFO : Epoch 1601 | loss: 0.0310853 | val_loss: 0.0311416 | Time: 10538.3 ms [2021-10-14 19:35:33 main:574] : INFO : Epoch 1602 | loss: 0.0310826 | val_loss: 0.0311446 | Time: 10817.1 ms [2021-10-14 19:35:44 main:574] : INFO : Epoch 1603 | loss: 0.0310792 | val_loss: 0.0311536 | Time: 10937.3 ms [2021-10-14 19:35:55 main:574] : INFO : Epoch 1604 | loss: 0.0310723 | val_loss: 0.0311481 | Time: 11402.2 ms [2021-10-14 19:36:06 main:574] : INFO : Epoch 1605 | loss: 0.0310716 | val_loss: 0.0311464 | Time: 10546.9 ms [2021-10-14 19:36:17 main:574] : INFO : Epoch 1606 | loss: 0.0310731 | val_loss: 0.0311531 | Time: 10923.3 ms [2021-10-14 19:36:30 main:574] : INFO : Epoch 1607 | loss: 0.0310728 | val_loss: 0.0311494 | Time: 13126.1 ms [2021-10-14 19:36:41 main:574] : INFO : Epoch 1608 | loss: 0.0310718 | val_loss: 0.031153 | Time: 11076.7 ms [2021-10-14 19:36:52 main:574] : INFO : Epoch 1609 | loss: 0.0310721 | val_loss: 0.031147 | Time: 11051.4 ms [2021-10-14 19:37:03 main:574] : INFO : Epoch 1610 | loss: 0.0310759 | val_loss: 0.0311507 | Time: 10870.3 ms [2021-10-14 19:37:14 main:574] : INFO : Epoch 1611 | loss: 0.0310867 | val_loss: 0.031152 | Time: 11300.5 ms [2021-10-14 19:37:26 main:574] : INFO : Epoch 1612 | loss: 0.0310883 | val_loss: 0.0311389 | Time: 11101.2 ms [2021-10-14 19:37:37 main:574] : INFO : Epoch 1613 | loss: 0.0310838 | val_loss: 0.0311418 | Time: 11331.9 ms [2021-10-14 19:37:47 main:574] : INFO : Epoch 1614 | loss: 0.0310753 | val_loss: 0.0311473 | Time: 10266.5 ms [2021-10-14 19:37:58 main:574] : INFO : Epoch 1615 | loss: 0.0310738 | val_loss: 0.0311484 | Time: 10316.3 ms [2021-10-14 19:38:09 main:574] : INFO : Epoch 1616 | loss: 0.031071 | val_loss: 0.0311469 | Time: 11340 ms [2021-10-14 19:38:20 main:574] : INFO : Epoch 1617 | loss: 0.0310732 | val_loss: 0.0311471 | Time: 10968.5 ms [2021-10-14 19:38:31 main:574] : INFO : Epoch 1618 | loss: 0.0310784 | val_loss: 0.0311479 | Time: 11222.8 ms [2021-10-14 19:38:42 main:574] : INFO : Epoch 1619 | loss: 0.0310745 | val_loss: 0.0311441 | Time: 10400.4 ms [2021-10-14 19:38:52 main:574] : INFO : Epoch 1620 | loss: 0.031078 | val_loss: 0.0311422 | Time: 10472.4 ms [2021-10-14 19:39:04 main:574] : INFO : Epoch 1621 | loss: 0.0310797 | val_loss: 0.031144 | Time: 11445.2 ms [2021-10-14 19:39:15 main:574] : INFO : Epoch 1622 | loss: 0.0310812 | val_loss: 0.0311448 | Time: 11057.2 ms [2021-10-14 19:39:26 main:574] : INFO : Epoch 1623 | loss: 0.031075 | val_loss: 0.0311462 | Time: 11041.4 ms [2021-10-14 19:39:37 main:574] : INFO : Epoch 1624 | loss: 0.0310747 | val_loss: 0.0311405 | Time: 10916.5 ms [2021-10-14 19:39:49 main:574] : INFO : Epoch 1625 | loss: 0.0310742 | val_loss: 0.0311462 | Time: 11466 ms [2021-10-14 19:39:59 main:574] : INFO : Epoch 1626 | loss: 0.0310715 | val_loss: 0.0311483 | Time: 10785.2 ms [2021-10-14 19:40:13 main:574] : INFO : Epoch 1627 | loss: 0.0310726 | val_loss: 0.031149 | Time: 13420.2 ms [2021-10-14 19:40:23 main:574] : INFO : Epoch 1628 | loss: 0.0310713 | val_loss: 0.0311463 | Time: 10231.8 ms [2021-10-14 19:40:34 main:574] : INFO : Epoch 1629 | loss: 0.0310698 | val_loss: 0.0311486 | Time: 10337.8 ms [2021-10-14 19:40:44 main:574] : INFO : Epoch 1630 | loss: 0.0310662 | val_loss: 0.0311478 | Time: 10284.8 ms [2021-10-14 19:40:55 main:574] : INFO : Epoch 1631 | loss: 0.0310681 | val_loss: 0.0311469 | Time: 10365.7 ms [2021-10-14 19:41:05 main:574] : INFO : Epoch 1632 | loss: 0.031069 | val_loss: 0.0311534 | Time: 10373 ms [2021-10-14 19:41:15 main:574] : INFO : Epoch 1633 | loss: 0.0310691 | val_loss: 0.0311567 | Time: 10290.7 ms [2021-10-14 19:41:26 main:574] : INFO : Epoch 1634 | loss: 0.0310698 | val_loss: 0.0311515 | Time: 10194.4 ms [2021-10-14 19:41:36 main:574] : INFO : Epoch 1635 | loss: 0.0310681 | val_loss: 0.0311548 | Time: 10031 ms [2021-10-14 19:41:46 main:574] : INFO : Epoch 1636 | loss: 0.0310672 | val_loss: 0.0311571 | Time: 10519 ms [2021-10-14 19:41:57 main:574] : INFO : Epoch 1637 | loss: 0.0310698 | val_loss: 0.0311528 | Time: 10314.4 ms [2021-10-14 19:42:07 main:574] : INFO : Epoch 1638 | loss: 0.0310711 | val_loss: 0.0311579 | Time: 10253.7 ms [2021-10-14 19:42:17 main:574] : INFO : Epoch 1639 | loss: 0.0310686 | val_loss: 0.031156 | Time: 10093.2 ms [2021-10-14 19:42:29 main:574] : INFO : Epoch 1640 | loss: 0.031072 | val_loss: 0.0311517 | Time: 11888.4 ms [2021-10-14 19:42:41 main:574] : INFO : Epoch 1641 | loss: 0.0310713 | val_loss: 0.0311546 | Time: 11431.9 ms [2021-10-14 19:42:51 main:574] : INFO : Epoch 1642 | loss: 0.0310721 | val_loss: 0.0311423 | Time: 10691.3 ms [2021-10-14 19:43:03 main:574] : INFO : Epoch 1643 | loss: 0.0310823 | val_loss: 0.0311484 | Time: 11552.7 ms [2021-10-14 19:43:14 main:574] : INFO : Epoch 1644 | loss: 0.0310889 | val_loss: 0.0311456 | Time: 10830.8 ms [2021-10-14 19:43:24 main:574] : INFO : Epoch 1645 | loss: 0.0310818 | val_loss: 0.03115 | Time: 10159.8 ms [2021-10-14 19:43:35 main:574] : INFO : Epoch 1646 | loss: 0.031077 | val_loss: 0.0311532 | Time: 10973.8 ms [2021-10-14 19:43:46 main:574] : INFO : Epoch 1647 | loss: 0.0310746 | val_loss: 0.0311526 | Time: 11205.5 ms [2021-10-14 19:43:57 main:574] : INFO : Epoch 1648 | loss: 0.0310722 | val_loss: 0.0311562 | Time: 11170.4 ms [2021-10-14 19:44:09 main:574] : INFO : Epoch 1649 | loss: 0.0310779 | val_loss: 0.0311489 | Time: 11155.9 ms [2021-10-14 19:44:19 main:574] : INFO : Epoch 1650 | loss: 0.0310803 | val_loss: 0.0311469 | Time: 10485.7 ms [2021-10-14 19:44:30 main:574] : INFO : Epoch 1651 | loss: 0.0310774 | val_loss: 0.0311451 | Time: 10322.5 ms [2021-10-14 19:44:41 main:574] : INFO : Epoch 1652 | loss: 0.0310743 | val_loss: 0.0311523 | Time: 11018.6 ms [2021-10-14 19:44:52 main:574] : INFO : Epoch 1653 | loss: 0.0310719 | val_loss: 0.0311491 | Time: 11402.8 ms [2021-10-14 19:45:03 main:574] : INFO : Epoch 1654 | loss: 0.0310687 | val_loss: 0.0311473 | Time: 10773.7 ms [2021-10-14 19:45:13 main:574] : INFO : Epoch 1655 | loss: 0.0310696 | val_loss: 0.0311519 | Time: 10366.5 ms [2021-10-14 19:45:24 main:574] : INFO : Epoch 1656 | loss: 0.0310694 | val_loss: 0.0311461 | Time: 10752.3 ms [2021-10-14 19:45:35 main:574] : INFO : Epoch 1657 | loss: 0.0310721 | val_loss: 0.0311488 | Time: 11190.1 ms [2021-10-14 19:45:47 main:574] : INFO : Epoch 1658 | loss: 0.0310906 | val_loss: 0.0311451 | Time: 11494.3 ms [2021-10-14 19:45:58 main:574] : INFO : Epoch 1659 | loss: 0.0310826 | val_loss: 0.0311499 | Time: 10803.1 ms [2021-10-14 19:46:08 main:574] : INFO : Epoch 1660 | loss: 0.0310818 | val_loss: 0.0311514 | Time: 10438.8 ms [2021-10-14 19:46:19 main:574] : INFO : Epoch 1661 | loss: 0.0310883 | val_loss: 0.031148 | Time: 10862 ms [2021-10-14 19:46:30 main:574] : INFO : Epoch 1662 | loss: 0.0310876 | val_loss: 0.0311485 | Time: 10973.7 ms [2021-10-14 19:46:42 main:574] : INFO : Epoch 1663 | loss: 0.0310835 | val_loss: 0.0311511 | Time: 11322.1 ms [2021-10-14 19:46:52 main:574] : INFO : Epoch 1664 | loss: 0.031083 | val_loss: 0.0311538 | Time: 10674 ms [2021-10-14 19:47:03 main:574] : INFO : Epoch 1665 | loss: 0.0310857 | val_loss: 0.031151 | Time: 10582.1 ms [2021-10-14 19:47:14 main:574] : INFO : Epoch 1666 | loss: 0.0310847 | val_loss: 0.031156 | Time: 10990.4 ms [2021-10-14 19:47:25 main:574] : INFO : Epoch 1667 | loss: 0.0310788 | val_loss: 0.0311603 | Time: 10979.7 ms [2021-10-14 19:47:37 main:574] : INFO : Epoch 1668 | loss: 0.0310754 | val_loss: 0.0311585 | Time: 11775.5 ms [2021-10-14 19:47:49 main:574] : INFO : Epoch 1669 | loss: 0.0310734 | val_loss: 0.0311567 | Time: 12559.2 ms [2021-10-14 19:48:01 main:574] : INFO : Epoch 1670 | loss: 0.0310756 | val_loss: 0.0311537 | Time: 11496.8 ms [2021-10-14 19:48:12 main:574] : INFO : Epoch 1671 | loss: 0.031073 | val_loss: 0.0311488 | Time: 11078.3 ms [2021-10-14 19:48:24 main:574] : INFO : Epoch 1672 | loss: 0.0310732 | val_loss: 0.0311458 | Time: 11325.7 ms [2021-10-14 19:48:35 main:574] : INFO : Epoch 1673 | loss: 0.0310769 | val_loss: 0.03115 | Time: 11074.8 ms [2021-10-14 19:48:46 main:574] : INFO : Epoch 1674 | loss: 0.0310752 | val_loss: 0.0311511 | Time: 11318.4 ms [2021-10-14 19:48:57 main:574] : INFO : Epoch 1675 | loss: 0.0310759 | val_loss: 0.0311516 | Time: 10938.3 ms [2021-10-14 19:49:08 main:574] : INFO : Epoch 1676 | loss: 0.031075 | val_loss: 0.0311524 | Time: 11128.7 ms [2021-10-14 19:49:19 main:574] : INFO : Epoch 1677 | loss: 0.0310742 | val_loss: 0.0311501 | Time: 11039.1 ms [2021-10-14 19:49:31 main:574] : INFO : Epoch 1678 | loss: 0.0310747 | val_loss: 0.0311572 | Time: 11355 ms [2021-10-14 19:49:42 main:574] : INFO : Epoch 1679 | loss: 0.0310728 | val_loss: 0.0311519 | Time: 11136.3 ms [2021-10-14 19:49:53 main:574] : INFO : Epoch 1680 | loss: 0.0310763 | val_loss: 0.0311487 | Time: 11251 ms [2021-10-14 19:50:04 main:574] : INFO : Epoch 1681 | loss: 0.0310738 | val_loss: 0.0311533 | Time: 11044.6 ms [2021-10-14 19:50:17 main:574] : INFO : Epoch 1682 | loss: 0.0310737 | val_loss: 0.0311472 | Time: 12449.7 ms [2021-10-14 19:50:27 main:574] : INFO : Epoch 1683 | loss: 0.0310695 | val_loss: 0.031152 | Time: 10196.1 ms [2021-10-14 19:50:37 main:574] : INFO : Epoch 1684 | loss: 0.0310728 | val_loss: 0.0311476 | Time: 10154.2 ms [2021-10-14 19:50:49 main:574] : INFO : Epoch 1685 | loss: 0.0310713 | val_loss: 0.0311531 | Time: 11190.6 ms [2021-10-14 19:50:59 main:574] : INFO : Epoch 1686 | loss: 0.0310802 | val_loss: 0.0311522 | Time: 10841.8 ms [2021-10-14 19:51:10 main:574] : INFO : Epoch 1687 | loss: 0.0310737 | val_loss: 0.0311539 | Time: 10110.1 ms [2021-10-14 19:51:20 main:574] : INFO : Epoch 1688 | loss: 0.0310719 | val_loss: 0.031148 | Time: 10423.6 ms [2021-10-14 19:51:30 main:574] : INFO : Epoch 1689 | loss: 0.0310668 | val_loss: 0.0311562 | Time: 10221.7 ms [2021-10-14 19:51:41 main:574] : INFO : Epoch 1690 | loss: 0.0310683 | val_loss: 0.0311509 | Time: 10149.9 ms [2021-10-14 19:51:51 main:574] : INFO : Epoch 1691 | loss: 0.0310686 | val_loss: 0.0311465 | Time: 10259.5 ms [2021-10-14 19:52:01 main:574] : INFO : Epoch 1692 | loss: 0.0310699 | val_loss: 0.0311505 | Time: 10095.2 ms [2021-10-14 19:52:11 main:574] : INFO : Epoch 1693 | loss: 0.0310755 | val_loss: 0.031159 | Time: 10376.9 ms [2021-10-14 19:52:22 main:574] : INFO : Epoch 1694 | loss: 0.0310715 | val_loss: 0.0311533 | Time: 10326.9 ms [2021-10-14 19:52:32 main:574] : INFO : Epoch 1695 | loss: 0.0310689 | val_loss: 0.031151 | Time: 10429.9 ms [2021-10-14 19:52:43 main:574] : INFO : Epoch 1696 | loss: 0.0310691 | val_loss: 0.0311486 | Time: 10241.3 ms [2021-10-14 19:52:53 main:574] : INFO : Epoch 1697 | loss: 0.0310736 | val_loss: 0.0311567 | Time: 10007.8 ms [2021-10-14 19:53:03 main:574] : INFO : Epoch 1698 | loss: 0.0310703 | val_loss: 0.0311533 | Time: 10156 ms [2021-10-14 19:53:13 main:574] : INFO : Epoch 1699 | loss: 0.0310691 | val_loss: 0.0311522 | Time: 10382.8 ms [2021-10-14 19:53:24 main:574] : INFO : Epoch 1700 | loss: 0.0310725 | val_loss: 0.0311485 | Time: 11091.3 ms [2021-10-14 19:53:36 main:574] : INFO : Epoch 1701 | loss: 0.0310723 | val_loss: 0.0311507 | Time: 11097.7 ms [2021-10-14 19:53:47 main:574] : INFO : Epoch 1702 | loss: 0.0310735 | val_loss: 0.0311509 | Time: 11313.9 ms [2021-10-14 19:53:58 main:574] : INFO : Epoch 1703 | loss: 0.0310704 | val_loss: 0.0311505 | Time: 10801.5 ms [2021-10-14 19:54:09 main:574] : INFO : Epoch 1704 | loss: 0.0310675 | val_loss: 0.0311537 | Time: 11054.2 ms [2021-10-14 19:54:20 main:574] : INFO : Epoch 1705 | loss: 0.0310688 | val_loss: 0.0311511 | Time: 10991 ms [2021-10-14 19:54:31 main:574] : INFO : Epoch 1706 | loss: 0.0310719 | val_loss: 0.031152 | Time: 11422.5 ms [2021-10-14 19:54:42 main:574] : INFO : Epoch 1707 | loss: 0.0310763 | val_loss: 0.0311532 | Time: 10492.8 ms [2021-10-14 19:54:52 main:574] : INFO : Epoch 1708 | loss: 0.0310772 | val_loss: 0.0311539 | Time: 10131.4 ms [2021-10-14 19:55:03 main:574] : INFO : Epoch 1709 | loss: 0.0310873 | val_loss: 0.0311439 | Time: 10511.6 ms [2021-10-14 19:55:14 main:574] : INFO : Epoch 1710 | loss: 0.0310995 | val_loss: 0.0311451 | Time: 11241.5 ms [2021-10-14 19:55:25 main:574] : INFO : Epoch 1711 | loss: 0.0311016 | val_loss: 0.031158 | Time: 11373.8 ms [2021-10-14 19:55:36 main:574] : INFO : Epoch 1712 | loss: 0.0311041 | val_loss: 0.0311506 | Time: 10901.2 ms [2021-10-14 19:55:47 main:574] : INFO : Epoch 1713 | loss: 0.0311075 | val_loss: 0.0311548 | Time: 10095.2 ms [2021-10-14 19:55:57 main:574] : INFO : Epoch 1714 | loss: 0.0311166 | val_loss: 0.0311427 | Time: 10547 ms [2021-10-14 19:56:08 main:574] : INFO : Epoch 1715 | loss: 0.0310998 | val_loss: 0.0311455 | Time: 10909.3 ms [2021-10-14 19:56:19 main:574] : INFO : Epoch 1716 | loss: 0.0310939 | val_loss: 0.0311422 | Time: 11128.5 ms [2021-10-14 19:56:31 main:574] : INFO : Epoch 1717 | loss: 0.0310888 | val_loss: 0.0311438 | Time: 11199.2 ms [2021-10-14 19:56:41 main:574] : INFO : Epoch 1718 | loss: 0.0310862 | val_loss: 0.0311445 | Time: 10333.3 ms [2021-10-14 19:56:51 main:574] : INFO : Epoch 1719 | loss: 0.0310857 | val_loss: 0.0311526 | Time: 10137.9 ms [2021-10-14 19:57:02 main:574] : INFO : Epoch 1720 | loss: 0.0310835 | val_loss: 0.0311536 | Time: 10475.6 ms [2021-10-14 19:57:13 main:574] : INFO : Epoch 1721 | loss: 0.0310833 | val_loss: 0.031147 | Time: 11136.9 ms [2021-10-14 19:57:24 main:574] : INFO : Epoch 1722 | loss: 0.0310807 | val_loss: 0.0311466 | Time: 11214.1 ms [2021-10-14 19:57:36 main:574] : INFO : Epoch 1723 | loss: 0.0310801 | val_loss: 0.0311497 | Time: 11330.1 ms [2021-10-14 19:57:46 main:574] : INFO : Epoch 1724 | loss: 0.0310811 | val_loss: 0.0311523 | Time: 10341.8 ms [2021-10-14 19:57:56 main:574] : INFO : Epoch 1725 | loss: 0.0310844 | val_loss: 0.0311533 | Time: 10365.4 ms [2021-10-14 19:58:07 main:574] : INFO : Epoch 1726 | loss: 0.0310789 | val_loss: 0.0311531 | Time: 10686.2 ms [2021-10-14 19:58:18 main:574] : INFO : Epoch 1727 | loss: 0.0310783 | val_loss: 0.0311508 | Time: 10792.6 ms [2021-10-14 19:58:30 main:574] : INFO : Epoch 1728 | loss: 0.0310765 | val_loss: 0.0311499 | Time: 11660.5 ms [2021-10-14 19:58:41 main:574] : INFO : Epoch 1729 | loss: 0.0310765 | val_loss: 0.0311583 | Time: 10997.8 ms [2021-10-14 19:58:51 main:574] : INFO : Epoch 1730 | loss: 0.031076 | val_loss: 0.0311507 | Time: 10600.8 ms [2021-10-14 19:59:02 main:574] : INFO : Epoch 1731 | loss: 0.0310792 | val_loss: 0.0311613 | Time: 11002.4 ms [2021-10-14 19:59:14 main:574] : INFO : Epoch 1732 | loss: 0.0310773 | val_loss: 0.0311542 | Time: 11750.6 ms [2021-10-14 19:59:25 main:574] : INFO : Epoch 1733 | loss: 0.031073 | val_loss: 0.0311505 | Time: 10726.8 ms [2021-10-14 19:59:36 main:574] : INFO : Epoch 1734 | loss: 0.031072 | val_loss: 0.0311514 | Time: 11405.7 ms [2021-10-14 19:59:48 main:574] : INFO : Epoch 1735 | loss: 0.031071 | val_loss: 0.0311526 | Time: 11079.6 ms [2021-10-14 19:59:59 main:574] : INFO : Epoch 1736 | loss: 0.0310691 | val_loss: 0.0311527 | Time: 11387.1 ms [2021-10-14 20:00:10 main:574] : INFO : Epoch 1737 | loss: 0.031068 | val_loss: 0.0311571 | Time: 10857.3 ms [2021-10-14 20:00:22 main:574] : INFO : Epoch 1738 | loss: 0.0310703 | val_loss: 0.031149 | Time: 12121.9 ms [2021-10-14 20:00:32 main:574] : INFO : Epoch 1739 | loss: 0.0310692 | val_loss: 0.0311511 | Time: 10175.6 ms [2021-10-14 20:00:43 main:574] : INFO : Epoch 1740 | loss: 0.0310749 | val_loss: 0.0311468 | Time: 10181.5 ms [2021-10-14 20:00:53 main:574] : INFO : Epoch 1741 | loss: 0.031078 | val_loss: 0.0311515 | Time: 10444.8 ms [2021-10-14 20:01:04 main:574] : INFO : Epoch 1742 | loss: 0.0310762 | val_loss: 0.0311464 | Time: 10390.3 ms [2021-10-14 20:01:14 main:574] : INFO : Epoch 1743 | loss: 0.0310795 | val_loss: 0.031158 | Time: 10319.1 ms [2021-10-14 20:01:24 main:574] : INFO : Epoch 1744 | loss: 0.0310752 | val_loss: 0.0311525 | Time: 10116.1 ms [2021-10-14 20:01:34 main:574] : INFO : Epoch 1745 | loss: 0.0310788 | val_loss: 0.0311484 | Time: 10388.5 ms [2021-10-14 20:01:45 main:574] : INFO : Epoch 1746 | loss: 0.031074 | val_loss: 0.0311479 | Time: 10110.7 ms [2021-10-14 20:01:55 main:574] : INFO : Epoch 1747 | loss: 0.0310739 | val_loss: 0.0311551 | Time: 10445.3 ms [2021-10-14 20:02:05 main:574] : INFO : Epoch 1748 | loss: 0.03107 | val_loss: 0.0311501 | Time: 10081.2 ms [2021-10-14 20:02:16 main:574] : INFO : Epoch 1749 | loss: 0.0310708 | val_loss: 0.0311496 | Time: 10182.8 ms [2021-10-14 20:02:26 main:574] : INFO : Epoch 1750 | loss: 0.0310814 | val_loss: 0.0311448 | Time: 10214.9 ms [2021-10-14 20:02:36 main:574] : INFO : Epoch 1751 | loss: 0.0310961 | val_loss: 0.0311507 | Time: 10551.8 ms [2021-10-14 20:02:47 main:574] : INFO : Epoch 1752 | loss: 0.0311278 | val_loss: 0.0311476 | Time: 10094.6 ms [2021-10-14 20:02:57 main:574] : INFO : Epoch 1753 | loss: 0.0311151 | val_loss: 0.0311438 | Time: 10507.9 ms [2021-10-14 20:03:08 main:574] : INFO : Epoch 1754 | loss: 0.0311048 | val_loss: 0.0311446 | Time: 10348.7 ms [2021-10-14 20:03:19 main:574] : INFO : Epoch 1755 | loss: 0.0310995 | val_loss: 0.0311381 | Time: 11284.5 ms [2021-10-14 20:03:30 main:574] : INFO : Epoch 1756 | loss: 0.0310939 | val_loss: 0.0311358 | Time: 11346.7 ms [2021-10-14 20:03:41 main:574] : INFO : Epoch 1757 | loss: 0.0310929 | val_loss: 0.0311429 | Time: 10848.8 ms [2021-10-14 20:03:52 main:574] : INFO : Epoch 1758 | loss: 0.0310892 | val_loss: 0.0311418 | Time: 11058.9 ms [2021-10-14 20:04:03 main:574] : INFO : Epoch 1759 | loss: 0.0310839 | val_loss: 0.0311503 | Time: 10837 ms [2021-10-14 20:04:15 main:574] : INFO : Epoch 1760 | loss: 0.0310863 | val_loss: 0.0311474 | Time: 11467.4 ms [2021-10-14 20:04:25 main:574] : INFO : Epoch 1761 | loss: 0.0310831 | val_loss: 0.031144 | Time: 10534.8 ms [2021-10-14 20:04:36 main:574] : INFO : Epoch 1762 | loss: 0.0310816 | val_loss: 0.0311422 | Time: 10481.8 ms [2021-10-14 20:04:47 main:574] : INFO : Epoch 1763 | loss: 0.0310797 | val_loss: 0.0311441 | Time: 11092.9 ms [2021-10-14 20:04:58 main:574] : INFO : Epoch 1764 | loss: 0.0310784 | val_loss: 0.0311466 | Time: 10831.5 ms [2021-10-14 20:05:09 main:574] : INFO : Epoch 1765 | loss: 0.0310851 | val_loss: 0.0311494 | Time: 11191.1 ms [2021-10-14 20:05:20 main:574] : INFO : Epoch 1766 | loss: 0.0310905 | val_loss: 0.0311421 | Time: 10417 ms [2021-10-14 20:05:30 main:574] : INFO : Epoch 1767 | loss: 0.0310812 | val_loss: 0.0311462 | Time: 10336.8 ms [2021-10-14 20:05:41 main:574] : INFO : Epoch 1768 | loss: 0.0310773 | val_loss: 0.0311435 | Time: 11065 ms [2021-10-14 20:05:52 main:574] : INFO : Epoch 1769 | loss: 0.0310767 | val_loss: 0.0311474 | Time: 11132.4 ms [2021-10-14 20:06:03 main:574] : INFO : Epoch 1770 | loss: 0.0310768 | val_loss: 0.031145 | Time: 11070.1 ms [2021-10-14 20:06:15 main:574] : INFO : Epoch 1771 | loss: 0.0310791 | val_loss: 0.03115 | Time: 11210.3 ms [2021-10-14 20:06:26 main:574] : INFO : Epoch 1772 | loss: 0.0310778 | val_loss: 0.0311479 | Time: 11024.8 ms [2021-10-14 20:06:37 main:574] : INFO : Epoch 1773 | loss: 0.0310798 | val_loss: 0.0311486 | Time: 10875.7 ms [2021-10-14 20:06:48 main:574] : INFO : Epoch 1774 | loss: 0.0310799 | val_loss: 0.0311485 | Time: 10764.6 ms [2021-10-14 20:06:58 main:574] : INFO : Epoch 1775 | loss: 0.0310776 | val_loss: 0.0311524 | Time: 10764.3 ms [2021-10-14 20:07:09 main:574] : INFO : Epoch 1776 | loss: 0.0310906 | val_loss: 0.0311552 | Time: 10935.9 ms [2021-10-14 20:07:20 main:574] : INFO : Epoch 1777 | loss: 0.0311067 | val_loss: 0.031145 | Time: 11080.8 ms [2021-10-14 20:07:32 main:574] : INFO : Epoch 1778 | loss: 0.0311007 | val_loss: 0.0311385 | Time: 11321.9 ms [2021-10-14 20:07:43 main:574] : INFO : Epoch 1779 | loss: 0.0310892 | val_loss: 0.0311463 | Time: 10727.2 ms [2021-10-14 20:07:54 main:574] : INFO : Epoch 1780 | loss: 0.0310912 | val_loss: 0.0311436 | Time: 11322.2 ms [2021-10-14 20:08:05 main:574] : INFO : Epoch 1781 | loss: 0.0310888 | val_loss: 0.0311444 | Time: 11017.2 ms [2021-10-14 20:08:17 main:574] : INFO : Epoch 1782 | loss: 0.0310833 | val_loss: 0.0311393 | Time: 11428.5 ms [2021-10-14 20:08:27 main:574] : INFO : Epoch 1783 | loss: 0.0310783 | val_loss: 0.0311384 | Time: 10240 ms [2021-10-14 20:08:37 main:574] : INFO : Epoch 1784 | loss: 0.0310765 | val_loss: 0.0311452 | Time: 10261 ms [2021-10-14 20:08:48 main:574] : INFO : Epoch 1785 | loss: 0.031079 | val_loss: 0.0311395 | Time: 10684.1 ms [2021-10-14 20:08:59 main:574] : INFO : Epoch 1786 | loss: 0.0310767 | val_loss: 0.0311368 | Time: 11126.6 ms [2021-10-14 20:09:10 main:574] : INFO : Epoch 1787 | loss: 0.0310785 | val_loss: 0.0311541 | Time: 11296.6 ms [2021-10-14 20:09:21 main:574] : INFO : Epoch 1788 | loss: 0.0310769 | val_loss: 0.031139 | Time: 10828.8 ms [2021-10-14 20:09:33 main:574] : INFO : Epoch 1789 | loss: 0.0310737 | val_loss: 0.0311472 | Time: 11142 ms [2021-10-14 20:09:44 main:574] : INFO : Epoch 1790 | loss: 0.0310769 | val_loss: 0.0311385 | Time: 10995.9 ms [2021-10-14 20:09:55 main:574] : INFO : Epoch 1791 | loss: 0.0310763 | val_loss: 0.0311488 | Time: 11486.3 ms [2021-10-14 20:10:06 main:574] : INFO : Epoch 1792 | loss: 0.031075 | val_loss: 0.0311465 | Time: 10683.3 ms [2021-10-14 20:10:17 main:574] : INFO : Epoch 1793 | loss: 0.0310761 | val_loss: 0.0311447 | Time: 10837 ms [2021-10-14 20:10:30 main:574] : INFO : Epoch 1794 | loss: 0.0310743 | val_loss: 0.03114 | Time: 13661 ms [2021-10-14 20:10:42 main:574] : INFO : Epoch 1795 | loss: 0.0310705 | val_loss: 0.0311471 | Time: 11028.3 ms [2021-10-14 20:10:52 main:574] : INFO : Epoch 1796 | loss: 0.031069 | val_loss: 0.0311438 | Time: 10527.1 ms [2021-10-14 20:11:03 main:574] : INFO : Epoch 1797 | loss: 0.0310696 | val_loss: 0.0311391 | Time: 10978.8 ms [2021-10-14 20:11:14 main:574] : INFO : Epoch 1798 | loss: 0.0310684 | val_loss: 0.0311429 | Time: 10380.8 ms [2021-10-14 20:11:24 main:574] : INFO : Epoch 1799 | loss: 0.0310677 | val_loss: 0.0311416 | Time: 10535.4 ms [2021-10-14 20:11:35 main:574] : INFO : Epoch 1800 | loss: 0.0310659 | val_loss: 0.0311371 | Time: 10317.7 ms [2021-10-14 20:11:45 main:574] : INFO : Epoch 1801 | loss: 0.0310684 | val_loss: 0.0311504 | Time: 10330.2 ms [2021-10-14 20:11:55 main:574] : INFO : Epoch 1802 | loss: 0.0310661 | val_loss: 0.0311503 | Time: 10157.3 ms [2021-10-14 20:12:07 main:574] : INFO : Epoch 1803 | loss: 0.0310673 | val_loss: 0.0311481 | Time: 12001.9 ms [2021-10-14 20:12:19 main:574] : INFO : Epoch 1804 | loss: 0.0310684 | val_loss: 0.0311527 | Time: 12149.8 ms [2021-10-14 20:12:32 main:574] : INFO : Epoch 1805 | loss: 0.0310667 | val_loss: 0.031141 | Time: 12123.2 ms [2021-10-14 20:12:44 main:574] : INFO : Epoch 1806 | loss: 0.0310633 | val_loss: 0.0311464 | Time: 12093.8 ms [2021-10-14 20:12:56 main:574] : INFO : Epoch 1807 | loss: 0.0310692 | val_loss: 0.0311451 | Time: 12487 ms [2021-10-14 20:13:08 main:574] : INFO : Epoch 1808 | loss: 0.0310818 | val_loss: 0.0311464 | Time: 11603.1 ms [2021-10-14 20:13:21 main:574] : INFO : Epoch 1809 | loss: 0.0310774 | val_loss: 0.0311498 | Time: 12747.6 ms [2021-10-14 20:13:35 main:574] : INFO : Epoch 1810 | loss: 0.0310763 | val_loss: 0.0311501 | Time: 14533.7 ms [2021-10-14 20:13:48 main:574] : INFO : Epoch 1811 | loss: 0.0310723 | val_loss: 0.0311483 | Time: 12593 ms [2021-10-14 20:14:01 main:574] : INFO : Epoch 1812 | loss: 0.0310697 | val_loss: 0.031146 | Time: 12457.7 ms [2021-10-14 20:14:13 main:574] : INFO : Epoch 1813 | loss: 0.0310699 | val_loss: 0.0311375 | Time: 12599.8 ms [2021-10-14 20:14:26 main:574] : INFO : Epoch 1814 | loss: 0.0310957 | val_loss: 0.0311388 | Time: 12403.6 ms [2021-10-14 20:14:38 main:574] : INFO : Epoch 1815 | loss: 0.0310924 | val_loss: 0.0311417 | Time: 11899.3 ms [2021-10-14 20:14:50 main:574] : INFO : Epoch 1816 | loss: 0.0310902 | val_loss: 0.0311445 | Time: 12188.8 ms [2021-10-14 20:15:02 main:574] : INFO : Epoch 1817 | loss: 0.0310818 | val_loss: 0.0311464 | Time: 11971.8 ms [2021-10-14 20:15:14 main:574] : INFO : Epoch 1818 | loss: 0.0310774 | val_loss: 0.0311432 | Time: 12013 ms [2021-10-14 20:15:26 main:574] : INFO : Epoch 1819 | loss: 0.0310758 | val_loss: 0.0311537 | Time: 11827.5 ms [2021-10-14 20:15:38 main:574] : INFO : Epoch 1820 | loss: 0.0310747 | val_loss: 0.0311457 | Time: 11689.6 ms [2021-10-14 20:15:50 main:574] : INFO : Epoch 1821 | loss: 0.0310714 | val_loss: 0.0311461 | Time: 12059.7 ms [2021-10-14 20:16:02 main:574] : INFO : Epoch 1822 | loss: 0.0310687 | val_loss: 0.0311477 | Time: 12044.9 ms [2021-10-14 20:16:14 main:574] : INFO : Epoch 1823 | loss: 0.0310725 | val_loss: 0.0311482 | Time: 12128.6 ms [2021-10-14 20:16:26 main:574] : INFO : Epoch 1824 | loss: 0.0310721 | val_loss: 0.031147 | Time: 11987.3 ms [2021-10-14 20:16:38 main:574] : INFO : Epoch 1825 | loss: 0.031075 | val_loss: 0.0311468 | Time: 11706.3 ms [2021-10-14 20:16:53 main:574] : INFO : Epoch 1826 | loss: 0.0310671 | val_loss: 0.0311445 | Time: 14443.2 ms [2021-10-14 20:17:05 main:574] : INFO : Epoch 1827 | loss: 0.0310655 | val_loss: 0.0311538 | Time: 12489.9 ms [2021-10-14 20:17:17 main:574] : INFO : Epoch 1828 | loss: 0.0310701 | val_loss: 0.031143 | Time: 11948.1 ms [2021-10-14 20:17:29 main:574] : INFO : Epoch 1829 | loss: 0.0310713 | val_loss: 0.0311411 | Time: 12044.2 ms [2021-10-14 20:17:42 main:574] : INFO : Epoch 1830 | loss: 0.0310796 | val_loss: 0.0311517 | Time: 12983.5 ms [2021-10-14 20:17:55 main:574] : INFO : Epoch 1831 | loss: 0.0310805 | val_loss: 0.0311504 | Time: 12379.1 ms [2021-10-14 20:18:07 main:574] : INFO : Epoch 1832 | loss: 0.0310817 | val_loss: 0.0311459 | Time: 12128.2 ms [2021-10-14 20:18:19 main:574] : INFO : Epoch 1833 | loss: 0.0310759 | val_loss: 0.0311492 | Time: 11872.6 ms [2021-10-14 20:18:31 main:574] : INFO : Epoch 1834 | loss: 0.0310735 | val_loss: 0.0311528 | Time: 12118.3 ms [2021-10-14 20:18:43 main:574] : INFO : Epoch 1835 | loss: 0.0310717 | val_loss: 0.0311527 | Time: 12071.4 ms [2021-10-14 20:18:55 main:574] : INFO : Epoch 1836 | loss: 0.0310747 | val_loss: 0.0311498 | Time: 11797.8 ms [2021-10-14 20:19:07 main:574] : INFO : Epoch 1837 | loss: 0.0310729 | val_loss: 0.0311529 | Time: 11764.9 ms [2021-10-14 20:19:19 main:574] : INFO : Epoch 1838 | loss: 0.03107 | val_loss: 0.0311449 | Time: 11929.6 ms [2021-10-14 20:19:31 main:574] : INFO : Epoch 1839 | loss: 0.0310679 | val_loss: 0.0311514 | Time: 12256.3 ms [2021-10-14 20:19:46 main:574] : INFO : Epoch 1840 | loss: 0.0310657 | val_loss: 0.0311422 | Time: 14246.6 ms [2021-10-14 20:19:59 main:574] : INFO : Epoch 1841 | loss: 0.031069 | val_loss: 0.0311419 | Time: 13240.9 ms [2021-10-14 20:20:11 main:574] : INFO : Epoch 1842 | loss: 0.0310699 | val_loss: 0.0311424 | Time: 12247.1 ms [2021-10-14 20:20:24 main:574] : INFO : Epoch 1843 | loss: 0.0310729 | val_loss: 0.031142 | Time: 12073.2 ms [2021-10-14 20:20:36 main:574] : INFO : Epoch 1844 | loss: 0.0310711 | val_loss: 0.0311489 | Time: 12108.2 ms [2021-10-14 20:20:48 main:574] : INFO : Epoch 1845 | loss: 0.0310654 | val_loss: 0.031147 | Time: 11816.7 ms [2021-10-14 20:21:00 main:574] : INFO : Epoch 1846 | loss: 0.0310615 | val_loss: 0.0311518 | Time: 12306.6 ms [2021-10-14 20:21:12 main:574] : INFO : Epoch 1847 | loss: 0.031062 | val_loss: 0.0311528 | Time: 12165.9 ms [2021-10-14 20:21:24 main:574] : INFO : Epoch 1848 | loss: 0.0310652 | val_loss: 0.0311572 | Time: 11911.7 ms [2021-10-14 20:21:36 main:574] : INFO : Epoch 1849 | loss: 0.0310776 | val_loss: 0.0311414 | Time: 12016.8 ms [2021-10-14 20:21:48 main:574] : INFO : Epoch 1850 | loss: 0.0310797 | val_loss: 0.0311525 | Time: 11560.8 ms [2021-10-14 20:22:00 main:574] : INFO : Epoch 1851 | loss: 0.0310846 | val_loss: 0.0311474 | Time: 12071.5 ms [2021-10-14 20:22:12 main:574] : INFO : Epoch 1852 | loss: 0.0310755 | val_loss: 0.0311526 | Time: 12158.7 ms [2021-10-14 20:22:24 main:574] : INFO : Epoch 1853 | loss: 0.0310718 | val_loss: 0.0311453 | Time: 11982.3 ms [2021-10-14 20:22:36 main:574] : INFO : Epoch 1854 | loss: 0.0310681 | val_loss: 0.031151 | Time: 12027.8 ms [2021-10-14 20:22:51 main:574] : INFO : Epoch 1855 | loss: 0.0310662 | val_loss: 0.0311506 | Time: 14171.3 ms [2021-10-14 20:23:05 main:574] : INFO : Epoch 1856 | loss: 0.0310653 | val_loss: 0.0311458 | Time: 13750.7 ms [2021-10-14 20:23:17 main:574] : INFO : Epoch 1857 | loss: 0.0310635 | val_loss: 0.0311541 | Time: 11981.5 ms [2021-10-14 20:23:29 main:574] : INFO : Epoch 1858 | loss: 0.0310633 | val_loss: 0.0311481 | Time: 12054.2 ms [2021-10-14 20:23:41 main:574] : INFO : Epoch 1859 | loss: 0.0310615 | val_loss: 0.0311459 | Time: 12232.4 ms [2021-10-14 20:23:53 main:574] : INFO : Epoch 1860 | loss: 0.0310725 | val_loss: 0.031152 | Time: 12163.8 ms [2021-10-14 20:24:05 main:574] : INFO : Epoch 1861 | loss: 0.0310731 | val_loss: 0.0311423 | Time: 12163.9 ms [2021-10-14 20:24:17 main:574] : INFO : Epoch 1862 | loss: 0.0310692 | val_loss: 0.0311512 | Time: 11911.9 ms [2021-10-14 20:24:30 main:574] : INFO : Epoch 1863 | loss: 0.0310661 | val_loss: 0.0311526 | Time: 12073.3 ms [2021-10-14 20:24:42 main:574] : INFO : Epoch 1864 | loss: 0.0310656 | val_loss: 0.0311597 | Time: 12244.6 ms [2021-10-14 20:24:54 main:574] : INFO : Epoch 1865 | loss: 0.031066 | val_loss: 0.0311537 | Time: 12070.9 ms [2021-10-14 20:25:06 main:574] : INFO : Epoch 1866 | loss: 0.0310681 | val_loss: 0.0311493 | Time: 11952.5 ms [2021-10-14 20:25:18 main:574] : INFO : Epoch 1867 | loss: 0.0310662 | val_loss: 0.0311527 | Time: 11892.1 ms [2021-10-14 20:25:30 main:574] : INFO : Epoch 1868 | loss: 0.0310637 | val_loss: 0.0311494 | Time: 11870.9 ms [2021-10-14 20:25:42 main:574] : INFO : Epoch 1869 | loss: 0.0310646 | val_loss: 0.0311578 | Time: 11717 ms [2021-10-14 20:25:56 main:574] : INFO : Epoch 1870 | loss: 0.0310698 | val_loss: 0.0311449 | Time: 14309.9 ms [2021-10-14 20:26:10 main:574] : INFO : Epoch 1871 | loss: 0.0310715 | val_loss: 0.0311463 | Time: 13323.3 ms [2021-10-14 20:26:22 main:574] : INFO : Epoch 1872 | loss: 0.0310736 | val_loss: 0.0311473 | Time: 11874.6 ms [2021-10-14 20:26:34 main:574] : INFO : Epoch 1873 | loss: 0.0310795 | val_loss: 0.0311512 | Time: 12311 ms [2021-10-14 20:26:46 main:574] : INFO : Epoch 1874 | loss: 0.0310806 | val_loss: 0.0311496 | Time: 12072.1 ms [2021-10-14 20:26:58 main:574] : INFO : Epoch 1875 | loss: 0.031075 | val_loss: 0.0311506 | Time: 11770.6 ms [2021-10-14 20:27:10 main:574] : INFO : Epoch 1876 | loss: 0.0310861 | val_loss: 0.0311556 | Time: 12237.9 ms [2021-10-14 20:27:22 main:574] : INFO : Epoch 1877 | loss: 0.031074 | val_loss: 0.0311528 | Time: 12066.9 ms [2021-10-14 20:27:35 main:574] : INFO : Epoch 1878 | loss: 0.0310677 | val_loss: 0.0311588 | Time: 12324.2 ms [2021-10-14 20:27:47 main:574] : INFO : Epoch 1879 | loss: 0.031066 | val_loss: 0.0311491 | Time: 11937.9 ms [2021-10-14 20:27:59 main:574] : INFO : Epoch 1880 | loss: 0.0310668 | val_loss: 0.0311489 | Time: 12349.7 ms [2021-10-14 20:28:11 main:574] : INFO : Epoch 1881 | loss: 0.0310648 | val_loss: 0.0311498 | Time: 12067.5 ms [2021-10-14 20:28:23 main:574] : INFO : Epoch 1882 | loss: 0.0310638 | val_loss: 0.0311542 | Time: 11753.1 ms [2021-10-14 20:28:35 main:574] : INFO : Epoch 1883 | loss: 0.0310643 | val_loss: 0.0311548 | Time: 11697.9 ms [2021-10-14 20:28:49 main:574] : INFO : Epoch 1884 | loss: 0.0310697 | val_loss: 0.0311422 | Time: 13952.7 ms [2021-10-14 20:29:03 main:574] : INFO : Epoch 1885 | loss: 0.0310746 | val_loss: 0.031151 | Time: 14088.4 ms [2021-10-14 20:29:16 main:574] : INFO : Epoch 1886 | loss: 0.0310697 | val_loss: 0.0311483 | Time: 12477.4 ms [2021-10-14 20:29:28 main:574] : INFO : Epoch 1887 | loss: 0.0310687 | val_loss: 0.0311509 | Time: 12090.2 ms [2021-10-14 20:29:40 main:574] : INFO : Epoch 1888 | loss: 0.031063 | val_loss: 0.0311533 | Time: 12071.7 ms [2021-10-14 20:29:52 main:574] : INFO : Epoch 1889 | loss: 0.0310631 | val_loss: 0.031156 | Time: 12054.8 ms [2021-10-14 20:30:04 main:574] : INFO : Epoch 1890 | loss: 0.0310647 | val_loss: 0.0311577 | Time: 11763.6 ms [2021-10-14 20:30:16 main:574] : INFO : Epoch 1891 | loss: 0.0310713 | val_loss: 0.0311522 | Time: 12193.9 ms [2021-10-14 20:30:28 main:574] : INFO : Epoch 1892 | loss: 0.0310687 | val_loss: 0.0311468 | Time: 11809.5 ms [2021-10-14 20:30:40 main:574] : INFO : Epoch 1893 | loss: 0.031071 | val_loss: 0.031146 | Time: 11731.7 ms [2021-10-14 20:30:52 main:574] : INFO : Epoch 1894 | loss: 0.0310814 | val_loss: 0.0311454 | Time: 11941.1 ms [2021-10-14 20:31:04 main:574] : INFO : Epoch 1895 | loss: 0.0310794 | val_loss: 0.0311508 | Time: 12133.8 ms [2021-10-14 20:31:16 main:574] : INFO : Epoch 1896 | loss: 0.031072 | val_loss: 0.0311573 | Time: 11952.6 ms [2021-10-14 20:31:28 main:574] : INFO : Epoch 1897 | loss: 0.0310743 | val_loss: 0.0311507 | Time: 11628.5 ms [2021-10-14 20:31:43 main:574] : INFO : Epoch 1898 | loss: 0.0310679 | val_loss: 0.0311539 | Time: 14653.6 ms [2021-10-14 20:31:56 main:574] : INFO : Epoch 1899 | loss: 0.0310712 | val_loss: 0.0311527 | Time: 13699.2 ms [2021-10-14 20:32:08 main:574] : INFO : Epoch 1900 | loss: 0.0310683 | val_loss: 0.0311423 | Time: 11507.8 ms [2021-10-14 20:32:20 main:574] : INFO : Epoch 1901 | loss: 0.0310711 | val_loss: 0.0311455 | Time: 12250.8 ms [2021-10-14 20:32:32 main:574] : INFO : Epoch 1902 | loss: 0.0310664 | val_loss: 0.0311468 | Time: 12051.8 ms [2021-10-14 20:32:45 main:574] : INFO : Epoch 1903 | loss: 0.0310637 | val_loss: 0.0311454 | Time: 12240 ms [2021-10-14 20:32:57 main:574] : INFO : Epoch 1904 | loss: 0.0310619 | val_loss: 0.0311516 | Time: 12052.5 ms [2021-10-14 20:33:09 main:574] : INFO : Epoch 1905 | loss: 0.0310604 | val_loss: 0.0311473 | Time: 11979.6 ms [2021-10-14 20:33:21 main:574] : INFO : Epoch 1906 | loss: 0.0310795 | val_loss: 0.0311424 | Time: 12089.8 ms [2021-10-14 20:33:33 main:574] : INFO : Epoch 1907 | loss: 0.031082 | val_loss: 0.0311515 | Time: 12034.9 ms [2021-10-14 20:33:45 main:574] : INFO : Epoch 1908 | loss: 0.0310794 | val_loss: 0.0311428 | Time: 12103.4 ms [2021-10-14 20:33:57 main:574] : INFO : Epoch 1909 | loss: 0.0310758 | val_loss: 0.0311523 | Time: 12000 ms [2021-10-14 20:34:09 main:574] : INFO : Epoch 1910 | loss: 0.0310724 | val_loss: 0.0311513 | Time: 11894.5 ms [2021-10-14 20:34:21 main:574] : INFO : Epoch 1911 | loss: 0.0310699 | val_loss: 0.0311442 | Time: 12020.5 ms [2021-10-14 20:34:36 main:574] : INFO : Epoch 1912 | loss: 0.0310668 | val_loss: 0.0311566 | Time: 14418.3 ms [2021-10-14 20:34:49 main:574] : INFO : Epoch 1913 | loss: 0.0310669 | val_loss: 0.0311534 | Time: 13310.2 ms [2021-10-14 20:35:02 main:574] : INFO : Epoch 1914 | loss: 0.0310659 | val_loss: 0.0311445 | Time: 12106.9 ms [2021-10-14 20:35:14 main:574] : INFO : Epoch 1915 | loss: 0.0310636 | val_loss: 0.0311534 | Time: 12244.7 ms [2021-10-14 20:35:26 main:574] : INFO : Epoch 1916 | loss: 0.0310653 | val_loss: 0.0311493 | Time: 12324.5 ms [2021-10-14 20:35:38 main:574] : INFO : Epoch 1917 | loss: 0.0310646 | val_loss: 0.0311474 | Time: 11708.1 ms [2021-10-14 20:35:50 main:574] : INFO : Epoch 1918 | loss: 0.0310666 | val_loss: 0.0311589 | Time: 11985.8 ms [2021-10-14 20:36:02 main:574] : INFO : Epoch 1919 | loss: 0.0310648 | val_loss: 0.0311483 | Time: 12175.7 ms [2021-10-14 20:36:15 main:574] : INFO : Epoch 1920 | loss: 0.0310633 | val_loss: 0.0311491 | Time: 12196.4 ms [2021-10-14 20:36:28 main:574] : INFO : Epoch 1921 | loss: 0.0310654 | val_loss: 0.0311491 | Time: 13004 ms [2021-10-14 20:36:40 main:574] : INFO : Epoch 1922 | loss: 0.0310623 | val_loss: 0.0311538 | Time: 12040.6 ms [2021-10-14 20:36:52 main:574] : INFO : Epoch 1923 | loss: 0.0310656 | val_loss: 0.0311453 | Time: 11886.3 ms [2021-10-14 20:37:04 main:574] : INFO : Epoch 1924 | loss: 0.0310928 | val_loss: 0.0311505 | Time: 11894.7 ms [2021-10-14 20:37:15 main:574] : INFO : Epoch 1925 | loss: 0.0311081 | val_loss: 0.0311433 | Time: 11718.2 ms [2021-10-14 20:37:28 main:574] : INFO : Epoch 1926 | loss: 0.0310951 | val_loss: 0.031143 | Time: 12223.3 ms [2021-10-14 20:37:43 main:574] : INFO : Epoch 1927 | loss: 0.0310872 | val_loss: 0.0311406 | Time: 14728.8 ms [2021-10-14 20:37:56 main:574] : INFO : Epoch 1928 | loss: 0.0310871 | val_loss: 0.0311396 | Time: 12864.4 ms [2021-10-14 20:38:07 main:574] : INFO : Epoch 1929 | loss: 0.031079 | val_loss: 0.031149 | Time: 11706.2 ms [2021-10-14 20:38:19 main:574] : INFO : Epoch 1930 | loss: 0.0310766 | val_loss: 0.0311442 | Time: 11986.6 ms [2021-10-14 20:38:32 main:574] : INFO : Epoch 1931 | loss: 0.0310765 | val_loss: 0.0311516 | Time: 12206.3 ms [2021-10-14 20:38:44 main:574] : INFO : Epoch 1932 | loss: 0.0310807 | val_loss: 0.0311417 | Time: 11992.3 ms [2021-10-14 20:38:56 main:574] : INFO : Epoch 1933 | loss: 0.0310761 | val_loss: 0.0311428 | Time: 12364.1 ms [2021-10-14 20:39:08 main:574] : INFO : Epoch 1934 | loss: 0.0310749 | val_loss: 0.031142 | Time: 11655.8 ms [2021-10-14 20:39:20 main:574] : INFO : Epoch 1935 | loss: 0.0310674 | val_loss: 0.0311509 | Time: 12130.3 ms [2021-10-14 20:39:32 main:574] : INFO : Epoch 1936 | loss: 0.0310654 | val_loss: 0.03115 | Time: 12047.9 ms [2021-10-14 20:39:44 main:574] : INFO : Epoch 1937 | loss: 0.0310692 | val_loss: 0.0311453 | Time: 11870.9 ms [2021-10-14 20:39:56 main:574] : INFO : Epoch 1938 | loss: 0.0310665 | val_loss: 0.0311507 | Time: 11925.2 ms [2021-10-14 20:40:08 main:574] : INFO : Epoch 1939 | loss: 0.031065 | val_loss: 0.0311548 | Time: 11779 ms [2021-10-14 20:40:20 main:574] : INFO : Epoch 1940 | loss: 0.0310661 | val_loss: 0.0311494 | Time: 11928.6 ms [2021-10-14 20:40:33 main:574] : INFO : Epoch 1941 | loss: 0.0310664 | val_loss: 0.0311487 | Time: 13074.7 ms [2021-10-14 20:40:46 main:574] : INFO : Epoch 1942 | loss: 0.0310663 | val_loss: 0.0311483 | Time: 12640.6 ms [2021-10-14 20:40:58 main:574] : INFO : Epoch 1943 | loss: 0.0310691 | val_loss: 0.0311518 | Time: 11729.9 ms [2021-10-14 20:41:10 main:574] : INFO : Epoch 1944 | loss: 0.0310652 | val_loss: 0.0311444 | Time: 12214.1 ms [2021-10-14 20:41:23 main:574] : INFO : Epoch 1945 | loss: 0.0310621 | val_loss: 0.0311512 | Time: 12636.2 ms [2021-10-14 20:41:36 main:574] : INFO : Epoch 1946 | loss: 0.0310584 | val_loss: 0.0311553 | Time: 13046 ms [2021-10-14 20:41:48 main:574] : INFO : Epoch 1947 | loss: 0.0310605 | val_loss: 0.0311568 | Time: 11822.4 ms [2021-10-14 20:42:00 main:574] : INFO : Epoch 1948 | loss: 0.0310612 | val_loss: 0.0311506 | Time: 12304.5 ms [2021-10-14 20:42:12 main:574] : INFO : Epoch 1949 | loss: 0.0310645 | val_loss: 0.0311581 | Time: 12405.4 ms [2021-10-14 20:42:25 main:574] : INFO : Epoch 1950 | loss: 0.0310612 | val_loss: 0.0311496 | Time: 12097.9 ms [2021-10-14 20:42:40 main:574] : INFO : Epoch 1951 | loss: 0.0310588 | val_loss: 0.0311496 | Time: 14965.4 ms [2021-10-14 20:42:52 main:574] : INFO : Epoch 1952 | loss: 0.0310634 | val_loss: 0.0311526 | Time: 12488.3 ms [2021-10-14 20:43:05 main:574] : INFO : Epoch 1953 | loss: 0.0310667 | val_loss: 0.0311547 | Time: 12679.2 ms [2021-10-14 20:43:17 main:574] : INFO : Epoch 1954 | loss: 0.0310635 | val_loss: 0.0311459 | Time: 11993.7 ms [2021-10-14 20:43:29 main:574] : INFO : Epoch 1955 | loss: 0.0310672 | val_loss: 0.0311517 | Time: 11955.9 ms [2021-10-14 20:43:41 main:574] : INFO : Epoch 1956 | loss: 0.0310657 | val_loss: 0.0311477 | Time: 12045.7 ms [2021-10-14 20:43:53 main:574] : INFO : Epoch 1957 | loss: 0.0310701 | val_loss: 0.0311473 | Time: 12108.5 ms [2021-10-14 20:44:06 main:574] : INFO : Epoch 1958 | loss: 0.0310692 | val_loss: 0.0311429 | Time: 12284 ms [2021-10-14 20:44:18 main:574] : INFO : Epoch 1959 | loss: 0.0310653 | val_loss: 0.0311472 | Time: 12161 ms [2021-10-14 20:44:30 main:574] : INFO : Epoch 1960 | loss: 0.0310647 | val_loss: 0.0311411 | Time: 12185.8 ms [2021-10-14 20:44:43 main:574] : INFO : Epoch 1961 | loss: 0.0310633 | val_loss: 0.031154 | Time: 12252.9 ms [2021-10-14 20:44:55 main:574] : INFO : Epoch 1962 | loss: 0.0310629 | val_loss: 0.0311468 | Time: 12088.9 ms [2021-10-14 20:45:07 main:574] : INFO : Epoch 1963 | loss: 0.0310657 | val_loss: 0.0311497 | Time: 12092.6 ms [2021-10-14 20:45:19 main:574] : INFO : Epoch 1964 | loss: 0.0310605 | val_loss: 0.0311448 | Time: 11921.8 ms [2021-10-14 20:45:31 main:574] : INFO : Epoch 1965 | loss: 0.0310598 | val_loss: 0.0311494 | Time: 12380.1 ms [2021-10-14 20:45:44 main:574] : INFO : Epoch 1966 | loss: 0.0310607 | val_loss: 0.031146 | Time: 12142 ms [2021-10-14 20:45:56 main:574] : INFO : Epoch 1967 | loss: 0.0310619 | val_loss: 0.0311451 | Time: 12058.1 ms [2021-10-14 20:46:08 main:574] : INFO : Epoch 1968 | loss: 0.0310604 | val_loss: 0.0311484 | Time: 11874.1 ms [2021-10-14 20:46:20 main:574] : INFO : Epoch 1969 | loss: 0.0310616 | val_loss: 0.0311459 | Time: 11951.7 ms [2021-10-14 20:46:32 main:574] : INFO : Epoch 1970 | loss: 0.0310636 | val_loss: 0.0311474 | Time: 12249.4 ms [2021-10-14 20:46:44 main:574] : INFO : Epoch 1971 | loss: 0.03108 | val_loss: 0.0311528 | Time: 12045.2 ms [2021-10-14 20:46:57 main:574] : INFO : Epoch 1972 | loss: 0.031073 | val_loss: 0.031156 | Time: 12495.7 ms [2021-10-14 20:47:08 main:574] : INFO : Epoch 1973 | loss: 0.0310785 | val_loss: 0.0311549 | Time: 11739.8 ms [2021-10-14 20:47:20 main:574] : INFO : Epoch 1974 | loss: 0.0310872 | val_loss: 0.0311499 | Time: 11920.5 ms [2021-10-14 20:47:33 main:574] : INFO : Epoch 1975 | loss: 0.0310791 | val_loss: 0.031151 | Time: 12068.9 ms [2021-10-14 20:47:45 main:574] : INFO : Epoch 1976 | loss: 0.0310772 | val_loss: 0.0311558 | Time: 11860.9 ms [2021-10-14 20:47:58 main:574] : INFO : Epoch 1977 | loss: 0.0310791 | val_loss: 0.0311551 | Time: 13178.5 ms [2021-10-14 20:48:10 main:574] : INFO : Epoch 1978 | loss: 0.0310706 | val_loss: 0.0311556 | Time: 12254.6 ms [2021-10-14 20:48:23 main:574] : INFO : Epoch 1979 | loss: 0.0310649 | val_loss: 0.0311533 | Time: 12512.9 ms [2021-10-14 20:48:35 main:574] : INFO : Epoch 1980 | loss: 0.0310625 | val_loss: 0.0311504 | Time: 12082.6 ms [2021-10-14 20:48:47 main:574] : INFO : Epoch 1981 | loss: 0.0310628 | val_loss: 0.0311502 | Time: 12007.8 ms [2021-10-14 20:48:58 main:574] : INFO : Epoch 1982 | loss: 0.0310712 | val_loss: 0.0311491 | Time: 11302.3 ms [2021-10-14 20:49:10 main:574] : INFO : Epoch 1983 | loss: 0.0311303 | val_loss: 0.0311535 | Time: 12119.5 ms [2021-10-14 20:49:23 main:574] : INFO : Epoch 1984 | loss: 0.0311303 | val_loss: 0.0311476 | Time: 12389.6 ms [2021-10-14 20:49:35 main:574] : INFO : Epoch 1985 | loss: 0.0311166 | val_loss: 0.0311415 | Time: 12269.1 ms [2021-10-14 20:49:47 main:574] : INFO : Epoch 1986 | loss: 0.0311111 | val_loss: 0.0311408 | Time: 12118.4 ms [2021-10-14 20:49:59 main:574] : INFO : Epoch 1987 | loss: 0.0311066 | val_loss: 0.0311421 | Time: 11941.9 ms [2021-10-14 20:50:11 main:574] : INFO : Epoch 1988 | loss: 0.0311036 | val_loss: 0.0311456 | Time: 12048.3 ms [2021-10-14 20:50:24 main:574] : INFO : Epoch 1989 | loss: 0.0311029 | val_loss: 0.0311454 | Time: 12197.5 ms [2021-10-14 20:50:36 main:574] : INFO : Epoch 1990 | loss: 0.0310997 | val_loss: 0.0311471 | Time: 12064.9 ms [2021-10-14 20:50:48 main:574] : INFO : Epoch 1991 | loss: 0.0310929 | val_loss: 0.0311425 | Time: 11712.6 ms [2021-10-14 20:51:00 main:574] : INFO : Epoch 1992 | loss: 0.0310909 | val_loss: 0.0311469 | Time: 11949.6 ms [2021-10-14 20:51:12 main:574] : INFO : Epoch 1993 | loss: 0.0310855 | val_loss: 0.0311447 | Time: 12049.2 ms [2021-10-14 20:51:24 main:574] : INFO : Epoch 1994 | loss: 0.0310862 | val_loss: 0.0311427 | Time: 12242.5 ms [2021-10-14 20:51:36 main:574] : INFO : Epoch 1995 | loss: 0.0310838 | val_loss: 0.0311451 | Time: 12279.2 ms [2021-10-14 20:51:48 main:574] : INFO : Epoch 1996 | loss: 0.031085 | val_loss: 0.0311472 | Time: 11675.1 ms [2021-10-14 20:52:01 main:574] : INFO : Epoch 1997 | loss: 0.0310871 | val_loss: 0.0311479 | Time: 12377.3 ms [2021-10-14 20:52:13 main:574] : INFO : Epoch 1998 | loss: 0.0310886 | val_loss: 0.0311438 | Time: 12215.9 ms [2021-10-14 20:52:25 main:574] : INFO : Epoch 1999 | loss: 0.0310916 | val_loss: 0.03115 | Time: 12244.9 ms [2021-10-14 20:52:38 main:574] : INFO : Epoch 2000 | loss: 0.0310938 | val_loss: 0.0311461 | Time: 12402.2 ms [2021-10-14 20:52:50 main:574] : INFO : Epoch 2001 | loss: 0.0310938 | val_loss: 0.0311466 | Time: 12098.4 ms [2021-10-14 20:53:02 main:574] : INFO : Epoch 2002 | loss: 0.0310887 | val_loss: 0.0311413 | Time: 11980.5 ms [2021-10-14 20:53:14 main:574] : INFO : Epoch 2003 | loss: 0.0310852 | val_loss: 0.0311453 | Time: 12213.1 ms [2021-10-14 20:53:26 main:574] : INFO : Epoch 2004 | loss: 0.0310847 | val_loss: 0.0311417 | Time: 12080.5 ms [2021-10-14 20:53:38 main:574] : INFO : Epoch 2005 | loss: 0.0310813 | val_loss: 0.0311461 | Time: 11682.2 ms [2021-10-14 20:53:50 main:574] : INFO : Epoch 2006 | loss: 0.0310812 | val_loss: 0.0311459 | Time: 12350.5 ms [2021-10-14 20:54:03 main:574] : INFO : Epoch 2007 | loss: 0.0310819 | val_loss: 0.0311433 | Time: 12033.9 ms [2021-10-14 20:54:15 main:574] : INFO : Epoch 2008 | loss: 0.0310785 | val_loss: 0.0311443 | Time: 12203.5 ms [2021-10-14 20:54:27 main:574] : INFO : Epoch 2009 | loss: 0.0310783 | val_loss: 0.0311445 | Time: 12273 ms [2021-10-14 20:54:39 main:574] : INFO : Epoch 2010 | loss: 0.031076 | val_loss: 0.0311475 | Time: 11892.8 ms [2021-10-14 20:54:51 main:574] : INFO : Epoch 2011 | loss: 0.0310769 | val_loss: 0.0311459 | Time: 11960.6 ms [2021-10-14 20:55:03 main:574] : INFO : Epoch 2012 | loss: 0.0310756 | val_loss: 0.0311531 | Time: 12045.2 ms [2021-10-14 20:55:15 main:574] : INFO : Epoch 2013 | loss: 0.0310826 | val_loss: 0.0311459 | Time: 12060.1 ms [2021-10-14 20:55:27 main:574] : INFO : Epoch 2014 | loss: 0.0310847 | val_loss: 0.0311439 | Time: 12031.3 ms [2021-10-14 20:55:39 main:574] : INFO : Epoch 2015 | loss: 0.0310811 | val_loss: 0.0311466 | Time: 11655 ms [2021-10-14 20:55:52 main:574] : INFO : Epoch 2016 | loss: 0.0310759 | val_loss: 0.0311435 | Time: 12614.8 ms [2021-10-14 20:56:04 main:574] : INFO : Epoch 2017 | loss: 0.0310719 | val_loss: 0.0311488 | Time: 12122.2 ms [2021-10-14 20:56:16 main:574] : INFO : Epoch 2018 | loss: 0.0310754 | val_loss: 0.0311466 | Time: 12178.2 ms [2021-10-14 20:56:28 main:574] : INFO : Epoch 2019 | loss: 0.0310754 | val_loss: 0.0311493 | Time: 11722.3 ms [2021-10-14 20:56:40 main:574] : INFO : Epoch 2020 | loss: 0.0310726 | val_loss: 0.0311513 | Time: 11926.9 ms [2021-10-14 20:56:52 main:574] : INFO : Epoch 2021 | loss: 0.0310708 | val_loss: 0.0311463 | Time: 12179.3 ms [2021-10-14 20:57:04 main:574] : INFO : Epoch 2022 | loss: 0.0310666 | val_loss: 0.0311458 | Time: 12045.4 ms [2021-10-14 20:57:17 main:574] : INFO : Epoch 2023 | loss: 0.0310664 | val_loss: 0.0311462 | Time: 12172.3 ms [2021-10-14 20:57:28 main:574] : INFO : Epoch 2024 | loss: 0.0310673 | val_loss: 0.031143 | Time: 11751.2 ms [2021-10-14 20:57:41 main:574] : INFO : Epoch 2025 | loss: 0.0310821 | val_loss: 0.0311456 | Time: 12144.3 ms [2021-10-14 20:57:53 main:574] : INFO : Epoch 2026 | loss: 0.0310882 | val_loss: 0.0311451 | Time: 12138.7 ms [2021-10-14 20:58:06 main:574] : INFO : Epoch 2027 | loss: 0.031089 | val_loss: 0.0311501 | Time: 12661.4 ms [2021-10-14 20:58:18 main:574] : INFO : Epoch 2028 | loss: 0.0310856 | val_loss: 0.0311465 | Time: 12097 ms [2021-10-14 20:58:30 main:574] : INFO : Epoch 2029 | loss: 0.031083 | val_loss: 0.0311493 | Time: 12005.3 ms [2021-10-14 20:58:42 main:574] : INFO : Epoch 2030 | loss: 0.0310858 | val_loss: 0.0311465 | Time: 12312.2 ms [2021-10-14 20:58:54 main:574] : INFO : Epoch 2031 | loss: 0.0310925 | val_loss: 0.031141 | Time: 12098.9 ms [2021-10-14 20:59:07 main:574] : INFO : Epoch 2032 | loss: 0.0310877 | val_loss: 0.0311461 | Time: 12146.4 ms [2021-10-14 20:59:19 main:574] : INFO : Epoch 2033 | loss: 0.0310874 | val_loss: 0.0311428 | Time: 11966.3 ms [2021-10-14 20:59:31 main:574] : INFO : Epoch 2034 | loss: 0.0310851 | val_loss: 0.0311378 | Time: 12108.4 ms [2021-10-14 20:59:43 main:574] : INFO : Epoch 2035 | loss: 0.0310825 | val_loss: 0.0311409 | Time: 12187.6 ms [2021-10-14 20:59:55 main:574] : INFO : Epoch 2036 | loss: 0.0310814 | val_loss: 0.0311441 | Time: 11997 ms [2021-10-14 21:00:07 main:574] : INFO : Epoch 2037 | loss: 0.0310835 | val_loss: 0.0311529 | Time: 12192.6 ms [2021-10-14 21:00:19 main:574] : INFO : Epoch 2038 | loss: 0.0310925 | val_loss: 0.0311377 | Time: 11981.4 ms [2021-10-14 21:00:32 main:574] : INFO : Epoch 2039 | loss: 0.0310835 | val_loss: 0.031147 | Time: 12019.3 ms [2021-10-14 21:00:44 main:574] : INFO : Epoch 2040 | loss: 0.0310832 | val_loss: 0.0311441 | Time: 12257.2 ms [2021-10-14 21:00:56 main:574] : INFO : Epoch 2041 | loss: 0.0310876 | val_loss: 0.0311388 | Time: 11987.7 ms [2021-10-14 21:01:08 main:574] : INFO : Epoch 2042 | loss: 0.0310846 | val_loss: 0.0311435 | Time: 11646.2 ms [2021-10-14 21:01:19 main:574] : INFO : Epoch 2043 | loss: 0.0310777 | val_loss: 0.0311476 | Time: 11708.5 ms [2021-10-14 21:01:32 main:574] : INFO : Epoch 2044 | loss: 0.0310772 | val_loss: 0.0311419 | Time: 12248.7 ms [2021-10-14 21:01:44 main:574] : INFO : Epoch 2045 | loss: 0.0310758 | val_loss: 0.031151 | Time: 12032.3 ms [2021-10-14 21:01:56 main:574] : INFO : Epoch 2046 | loss: 0.0310756 | val_loss: 0.0311458 | Time: 12078.9 ms [2021-10-14 21:02:08 main:574] : INFO : Epoch 2047 | loss: 0.0310767 | val_loss: 0.0311513 | Time: 11747.1 ms [2021-10-14 21:02:20 main:574] : INFO : Epoch 2048 | loss: 0.0310722 | val_loss: 0.0311551 | Time: 11968.3 ms [2021-10-14 21:02:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311551 [2021-10-14 21:02:20 main:603] : INFO : Saving end state to config to file [2021-10-14 21:02:20 main:608] : INFO : Success, exiting.. 21:02:20 (14324): 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)