Task 5237074
| Name | ParityModified-1619584667-12218-3_0 |
| Workunit | 3152036 |
| Created | 26 May 2021, 6:23:56 UTC |
| Sent | 29 May 2021, 0:47:34 UTC |
| Report deadline | 5 Jun 2021, 0:47:34 UTC |
| Received | 29 May 2021, 7:59:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5082 |
| Run time | 6 hours 10 min 23 sec |
| CPU time | 5 hours 42 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,463.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 2.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 732 | Time: 10257.5 ms [2021-05-29 07:29:17 main:574] : INFO : Epoch 1542 | loss: 0.0311696 | val_loss: 0.0311724 | Time: 11172.9 ms [2021-05-29 07:29:27 main:574] : INFO : Epoch 1543 | loss: 0.0311693 | val_loss: 0.0311725 | Time: 9796.94 ms [2021-05-29 07:29:38 main:574] : INFO : Epoch 1544 | loss: 0.0311697 | val_loss: 0.0311731 | Time: 11049.2 ms [2021-05-29 07:29:49 main:574] : INFO : Epoch 1545 | loss: 0.031169 | val_loss: 0.0311734 | Time: 10947.7 ms [2021-05-29 07:30:00 main:574] : INFO : Epoch 1546 | loss: 0.0311682 | val_loss: 0.0311731 | Time: 11684.3 ms [2021-05-29 07:30:11 main:574] : INFO : Epoch 1547 | loss: 0.0311686 | val_loss: 0.0311766 | Time: 10856.6 ms [2021-05-29 07:30:22 main:574] : INFO : Epoch 1548 | loss: 0.0311683 | val_loss: 0.0311722 | Time: 10672.3 ms [2021-05-29 07:30:33 main:574] : INFO : Epoch 1549 | loss: 0.0311681 | val_loss: 0.0311718 | Time: 10430.3 ms [2021-05-29 07:30:43 main:574] : INFO : Epoch 1550 | loss: 0.031167 | val_loss: 0.0311715 | Time: 10173.1 ms [2021-05-29 07:30:53 main:574] : INFO : Epoch 1551 | loss: 0.0311674 | val_loss: 0.0311723 | Time: 10361.9 ms [2021-05-29 07:31:04 main:574] : INFO : Epoch 1552 | loss: 0.0311677 | val_loss: 0.0311703 | Time: 10482.3 ms [2021-05-29 07:31:14 main:574] : INFO : Epoch 1553 | loss: 0.0311673 | val_loss: 0.0311714 | Time: 10093.8 ms [2021-05-29 07:31:24 main:574] : INFO : Epoch 1554 | loss: 0.031168 | val_loss: 0.0311713 | Time: 10508.5 ms [2021-05-29 07:31:35 main:574] : INFO : Epoch 1555 | loss: 0.0311697 | val_loss: 0.0311727 | Time: 10323.8 ms [2021-05-29 07:31:45 main:574] : INFO : Epoch 1556 | loss: 0.0311678 | val_loss: 0.0311715 | Time: 10009.2 ms [2021-05-29 07:31:55 main:574] : INFO : Epoch 1557 | loss: 0.0311679 | val_loss: 0.0311732 | Time: 9903.77 ms [2021-05-29 07:32:05 main:574] : INFO : Epoch 1558 | loss: 0.0311694 | val_loss: 0.0311708 | Time: 10185.1 ms [2021-05-29 07:32:16 main:574] : INFO : Epoch 1559 | loss: 0.0311676 | val_loss: 0.0311714 | Time: 10630.3 ms [2021-05-29 07:32:27 main:574] : INFO : Epoch 1560 | loss: 0.031167 | val_loss: 0.0311726 | Time: 11341.7 ms [2021-05-29 07:32:38 main:574] : INFO : Epoch 1561 | loss: 0.0311697 | val_loss: 0.0311726 | Time: 11133.8 ms [2021-05-29 07:32:49 main:574] : INFO : Epoch 1562 | loss: 0.0311797 | val_loss: 0.0311809 | Time: 10726.3 ms [2021-05-29 07:33:00 main:574] : INFO : Epoch 1563 | loss: 0.0311795 | val_loss: 0.0311764 | Time: 10688.1 ms [2021-05-29 07:33:10 main:574] : INFO : Epoch 1564 | loss: 0.0311775 | val_loss: 0.0311776 | Time: 10260.4 ms [2021-05-29 07:33:21 main:574] : INFO : Epoch 1565 | loss: 0.031177 | val_loss: 0.0311765 | Time: 10469.5 ms [2021-05-29 07:33:31 main:574] : INFO : Epoch 1566 | loss: 0.0311767 | val_loss: 0.0311785 | Time: 10460.3 ms [2021-05-29 07:33:42 main:574] : INFO : Epoch 1567 | loss: 0.0311784 | val_loss: 0.0311736 | Time: 10857 ms [2021-05-29 07:33:53 main:574] : INFO : Epoch 1568 | loss: 0.0311746 | val_loss: 0.0311747 | Time: 10514.4 ms [2021-05-29 07:34:03 main:574] : INFO : Epoch 1569 | loss: 0.0311739 | val_loss: 0.031174 | Time: 10420.4 ms [2021-05-29 07:34:14 main:574] : INFO : Epoch 1570 | loss: 0.0311724 | val_loss: 0.0311738 | Time: 10548.3 ms [2021-05-29 07:34:24 main:574] : INFO : Epoch 1571 | loss: 0.0311717 | val_loss: 0.0311733 | Time: 10665.4 ms [2021-05-29 07:34:35 main:574] : INFO : Epoch 1572 | loss: 0.0311714 | val_loss: 0.0311761 | Time: 10651.2 ms [2021-05-29 07:34:45 main:574] : INFO : Epoch 1573 | loss: 0.0311727 | val_loss: 0.0311726 | Time: 10362.3 ms [2021-05-29 07:34:56 main:574] : INFO : Epoch 1574 | loss: 0.0311712 | val_loss: 0.0311722 | Time: 10908.4 ms [2021-05-29 07:35:06 main:574] : INFO : Epoch 1575 | loss: 0.0311706 | val_loss: 0.0311719 | Time: 10024.5 ms [2021-05-29 07:35:17 main:574] : INFO : Epoch 1576 | loss: 0.0311709 | val_loss: 0.031172 | Time: 10299.9 ms [2021-05-29 07:35:27 main:574] : INFO : Epoch 1577 | loss: 0.0311713 | val_loss: 0.0311738 | Time: 10615.8 ms [2021-05-29 07:35:38 main:574] : INFO : Epoch 1578 | loss: 0.0311717 | val_loss: 0.0311743 | Time: 10743.1 ms [2021-05-29 07:35:49 main:574] : INFO : Epoch 1579 | loss: 0.0311728 | val_loss: 0.0311754 | Time: 10866.7 ms [2021-05-29 07:36:00 main:574] : INFO : Epoch 1580 | loss: 0.0311737 | val_loss: 0.0311785 | Time: 10822.4 ms [2021-05-29 07:36:11 main:574] : INFO : Epoch 1581 | loss: 0.0311717 | val_loss: 0.0311728 | Time: 11251 ms [2021-05-29 07:36:23 main:574] : INFO : Epoch 1582 | loss: 0.0311707 | val_loss: 0.0311726 | Time: 11206.9 ms [2021-05-29 07:36:33 main:574] : INFO : Epoch 1583 | loss: 0.0311716 | val_loss: 0.0311723 | Time: 10598.8 ms [2021-05-29 07:36:44 main:574] : INFO : Epoch 1584 | loss: 0.0311708 | val_loss: 0.031172 | Time: 10707.5 ms [2021-05-29 07:36:54 main:574] : INFO : Epoch 1585 | loss: 0.0311707 | val_loss: 0.031172 | Time: 10320.1 ms [2021-05-29 07:37:06 main:574] : INFO : Epoch 1586 | loss: 0.0311702 | val_loss: 0.0311732 | Time: 11129 ms [2021-05-29 07:37:16 main:574] : INFO : Epoch 1587 | loss: 0.03117 | val_loss: 0.0311735 | Time: 10696.8 ms [2021-05-29 07:37:27 main:574] : INFO : Epoch 1588 | loss: 0.0311701 | val_loss: 0.031172 | Time: 10617.9 ms [2021-05-29 07:37:37 main:574] : INFO : Epoch 1589 | loss: 0.0311694 | val_loss: 0.0311734 | Time: 10078.2 ms [2021-05-29 07:37:48 main:574] : INFO : Epoch 1590 | loss: 0.0311698 | val_loss: 0.0311724 | Time: 10901.2 ms [2021-05-29 07:37:59 main:574] : INFO : Epoch 1591 | loss: 0.0311685 | val_loss: 0.0311731 | Time: 10473.9 ms [2021-05-29 07:38:10 main:574] : INFO : Epoch 1592 | loss: 0.0311683 | val_loss: 0.0311725 | Time: 11078.7 ms [2021-05-29 07:38:19 main:574] : INFO : Epoch 1593 | loss: 0.0311694 | val_loss: 0.0311726 | Time: 9773.55 ms [2021-05-29 07:38:30 main:574] : INFO : Epoch 1594 | loss: 0.0311686 | val_loss: 0.0311722 | Time: 10724 ms [2021-05-29 07:38:41 main:574] : INFO : Epoch 1595 | loss: 0.0311688 | val_loss: 0.0311734 | Time: 10623.3 ms [2021-05-29 07:38:51 main:574] : INFO : Epoch 1596 | loss: 0.0311696 | val_loss: 0.0311722 | Time: 10274.7 ms [2021-05-29 07:39:02 main:574] : INFO : Epoch 1597 | loss: 0.0311701 | val_loss: 0.0311744 | Time: 10436.4 ms [2021-05-29 07:39:13 main:574] : INFO : Epoch 1598 | loss: 0.0311702 | val_loss: 0.0311717 | Time: 10816.4 ms [2021-05-29 07:39:23 main:574] : INFO : Epoch 1599 | loss: 0.03117 | val_loss: 0.0311717 | Time: 10580.1 ms [2021-05-29 07:39:33 main:574] : INFO : Epoch 1600 | loss: 0.0311727 | val_loss: 0.0311753 | Time: 9933.26 ms [2021-05-29 07:39:44 main:574] : INFO : Epoch 1601 | loss: 0.0311749 | val_loss: 0.0311771 | Time: 10450.3 ms [2021-05-29 07:39:55 main:574] : INFO : Epoch 1602 | loss: 0.0311765 | val_loss: 0.0311766 | Time: 10832.4 ms [2021-05-29 07:40:05 main:574] : INFO : Epoch 1603 | loss: 0.0311746 | val_loss: 0.031175 | Time: 10408.5 ms [2021-05-29 07:40:16 main:574] : INFO : Epoch 1604 | loss: 0.0311722 | val_loss: 0.0311743 | Time: 10807.5 ms [2021-05-29 07:40:27 main:574] : INFO : Epoch 1605 | loss: 0.031172 | val_loss: 0.0311781 | Time: 10758.4 ms [2021-05-29 07:40:38 main:574] : INFO : Epoch 1606 | loss: 0.0311716 | val_loss: 0.0311768 | Time: 10924 ms [2021-05-29 07:40:49 main:574] : INFO : Epoch 1607 | loss: 0.0311721 | val_loss: 0.0311772 | Time: 10814.6 ms [2021-05-29 07:40:59 main:574] : INFO : Epoch 1608 | loss: 0.0311717 | val_loss: 0.0311744 | Time: 10567.2 ms [2021-05-29 07:41:10 main:574] : INFO : Epoch 1609 | loss: 0.0311706 | val_loss: 0.0311744 | Time: 10312.1 ms [2021-05-29 07:41:21 main:574] : INFO : Epoch 1610 | loss: 0.0311697 | val_loss: 0.0311735 | Time: 10891.8 ms [2021-05-29 07:41:31 main:574] : INFO : Epoch 1611 | loss: 0.0311688 | val_loss: 0.0311729 | Time: 10432.3 ms [2021-05-29 07:41:41 main:574] : INFO : Epoch 1612 | loss: 0.0311689 | val_loss: 0.0311731 | Time: 10330.5 ms [2021-05-29 07:41:52 main:574] : INFO : Epoch 1613 | loss: 0.0311711 | val_loss: 0.0311723 | Time: 10806.3 ms [2021-05-29 07:42:03 main:574] : INFO : Epoch 1614 | loss: 0.0311725 | val_loss: 0.0311796 | Time: 10864.1 ms [2021-05-29 07:42:14 main:574] : INFO : Epoch 1615 | loss: 0.0311739 | val_loss: 0.0311733 | Time: 10844.9 ms [2021-05-29 07:42:26 main:574] : INFO : Epoch 1616 | loss: 0.0311707 | val_loss: 0.0311714 | Time: 11712.5 ms [2021-05-29 07:42:37 main:574] : INFO : Epoch 1617 | loss: 0.0311693 | val_loss: 0.0311708 | Time: 10911.1 ms [2021-05-29 07:42:47 main:574] : INFO : Epoch 1618 | loss: 0.0311689 | val_loss: 0.031171 | Time: 10429.2 ms [2021-05-29 07:42:59 main:574] : INFO : Epoch 1619 | loss: 0.0311695 | val_loss: 0.0311695 | Time: 11572.3 ms [2021-05-29 07:43:09 main:574] : INFO : Epoch 1620 | loss: 0.0311691 | val_loss: 0.0311707 | Time: 10494 ms [2021-05-29 07:43:21 main:574] : INFO : Epoch 1621 | loss: 0.0311686 | val_loss: 0.0311707 | Time: 11305.4 ms [2021-05-29 07:43:32 main:574] : INFO : Epoch 1622 | loss: 0.0311683 | val_loss: 0.0311733 | Time: 10648.7 ms [2021-05-29 07:43:42 main:574] : INFO : Epoch 1623 | loss: 0.031169 | val_loss: 0.0311749 | Time: 10309.1 ms [2021-05-29 07:43:53 main:574] : INFO : Epoch 1624 | loss: 0.0311703 | val_loss: 0.0311732 | Time: 10858.2 ms [2021-05-29 07:44:04 main:574] : INFO : Epoch 1625 | loss: 0.0311673 | val_loss: 0.031172 | Time: 10826.4 ms [2021-05-29 07:44:14 main:574] : INFO : Epoch 1626 | loss: 0.0311671 | val_loss: 0.0311717 | Time: 10746.2 ms [2021-05-29 07:44:26 main:574] : INFO : Epoch 1627 | loss: 0.0311666 | val_loss: 0.0311771 | Time: 11145.8 ms [2021-05-29 07:44:36 main:574] : INFO : Epoch 1628 | loss: 0.0311664 | val_loss: 0.031171 | Time: 10147.9 ms [2021-05-29 07:44:46 main:574] : INFO : Epoch 1629 | loss: 0.0311672 | val_loss: 0.0311727 | Time: 10096.6 ms [2021-05-29 07:44:57 main:574] : INFO : Epoch 1630 | loss: 0.0311684 | val_loss: 0.0311738 | Time: 10646.9 ms [2021-05-29 07:45:07 main:574] : INFO : Epoch 1631 | loss: 0.0311698 | val_loss: 0.0311721 | Time: 10682.1 ms [2021-05-29 07:45:18 main:574] : INFO : Epoch 1632 | loss: 0.0311689 | val_loss: 0.0311718 | Time: 10688 ms [2021-05-29 07:45:29 main:574] : INFO : Epoch 1633 | loss: 0.0311688 | val_loss: 0.0311723 | Time: 10613.5 ms [2021-05-29 07:45:39 main:574] : INFO : Epoch 1634 | loss: 0.0311702 | val_loss: 0.0311742 | Time: 9879.37 ms [2021-05-29 07:45:49 main:574] : INFO : Epoch 1635 | loss: 0.031171 | val_loss: 0.031173 | Time: 10458.3 ms [2021-05-29 07:46:00 main:574] : INFO : Epoch 1636 | loss: 0.0311703 | val_loss: 0.0311743 | Time: 10700.5 ms [2021-05-29 07:46:11 main:574] : INFO : Epoch 1637 | loss: 0.0311697 | val_loss: 0.0311711 | Time: 10526.3 ms [2021-05-29 07:46:21 main:574] : INFO : Epoch 1638 | loss: 0.0311693 | val_loss: 0.031173 | Time: 10843.5 ms [2021-05-29 07:46:33 main:574] : INFO : Epoch 1639 | loss: 0.0311691 | val_loss: 0.031172 | Time: 11107.2 ms [2021-05-29 07:46:44 main:574] : INFO : Epoch 1640 | loss: 0.0311668 | val_loss: 0.0311724 | Time: 10978.5 ms [2021-05-29 07:46:54 main:574] : INFO : Epoch 1641 | loss: 0.0311673 | val_loss: 0.0311723 | Time: 10484.9 ms [2021-05-29 07:47:05 main:574] : INFO : Epoch 1642 | loss: 0.0311692 | val_loss: 0.0311727 | Time: 10610.3 ms [2021-05-29 07:47:15 main:574] : INFO : Epoch 1643 | loss: 0.0311703 | val_loss: 0.0311708 | Time: 10027.7 ms [2021-05-29 07:47:26 main:574] : INFO : Epoch 1644 | loss: 0.031169 | val_loss: 0.0311723 | Time: 10970.1 ms [2021-05-29 07:47:37 main:574] : INFO : Epoch 1645 | loss: 0.0311679 | val_loss: 0.0311723 | Time: 11108.8 ms [2021-05-29 07:47:49 main:574] : INFO : Epoch 1646 | loss: 0.0311663 | val_loss: 0.0311735 | Time: 11436.6 ms [2021-05-29 07:47:58 main:574] : INFO : Epoch 1647 | loss: 0.0311667 | val_loss: 0.0311713 | Time: 9682.22 ms [2021-05-29 07:48:09 main:574] : INFO : Epoch 1648 | loss: 0.0311696 | val_loss: 0.031172 | Time: 10999.3 ms [2021-05-29 07:48:20 main:574] : INFO : Epoch 1649 | loss: 0.0311698 | val_loss: 0.0311713 | Time: 10878.9 ms [2021-05-29 07:48:31 main:574] : INFO : Epoch 1650 | loss: 0.0311693 | val_loss: 0.0311722 | Time: 10454.9 ms [2021-05-29 07:48:41 main:574] : INFO : Epoch 1651 | loss: 0.0311679 | val_loss: 0.0311715 | Time: 10452.9 ms [2021-05-29 07:48:52 main:574] : INFO : Epoch 1652 | loss: 0.0311686 | val_loss: 0.0311733 | Time: 10792 ms [2021-05-29 07:49:02 main:574] : INFO : Epoch 1653 | loss: 0.0311688 | val_loss: 0.0311722 | Time: 9568.2 ms [2021-05-29 07:49:13 main:574] : INFO : Epoch 1654 | loss: 0.0311685 | val_loss: 0.0311721 | Time: 10819.4 ms [2021-05-29 07:49:23 main:574] : INFO : Epoch 1655 | loss: 0.0311675 | val_loss: 0.0311721 | Time: 10780.4 ms [2021-05-29 07:49:34 main:574] : INFO : Epoch 1656 | loss: 0.0311686 | val_loss: 0.0311744 | Time: 10207.9 ms [2021-05-29 07:49:44 main:574] : INFO : Epoch 1657 | loss: 0.0311679 | val_loss: 0.0311733 | Time: 10666.8 ms [2021-05-29 07:49:55 main:574] : INFO : Epoch 1658 | loss: 0.0311692 | val_loss: 0.0311761 | Time: 10641.2 ms [2021-05-29 07:50:06 main:574] : INFO : Epoch 1659 | loss: 0.0311735 | val_loss: 0.0311775 | Time: 10857.1 ms [2021-05-29 07:50:17 main:574] : INFO : Epoch 1660 | loss: 0.0311785 | val_loss: 0.0311789 | Time: 11241.1 ms [2021-05-29 07:50:28 main:574] : INFO : Epoch 1661 | loss: 0.0311861 | val_loss: 0.0311842 | Time: 11275.2 ms [2021-05-29 07:50:39 main:574] : INFO : Epoch 1662 | loss: 0.0311855 | val_loss: 0.0311822 | Time: 10293 ms [2021-05-29 07:50:49 main:574] : INFO : Epoch 1663 | loss: 0.0311838 | val_loss: 0.0311831 | Time: 10335.3 ms [2021-05-29 07:51:00 main:574] : INFO : Epoch 1664 | loss: 0.0311837 | val_loss: 0.0311844 | Time: 10338.2 ms [2021-05-29 07:51:10 main:574] : INFO : Epoch 1665 | loss: 0.0311832 | val_loss: 0.0311825 | Time: 10793 ms [2021-05-29 07:51:21 main:574] : INFO : Epoch 1666 | loss: 0.031183 | val_loss: 0.0311827 | Time: 10833.1 ms [2021-05-29 07:51:32 main:574] : INFO : Epoch 1667 | loss: 0.0311809 | val_loss: 0.0311812 | Time: 10964.5 ms [2021-05-29 07:51:43 main:574] : INFO : Epoch 1668 | loss: 0.0311801 | val_loss: 0.0311837 | Time: 10482.7 ms [2021-05-29 07:51:53 main:574] : INFO : Epoch 1669 | loss: 0.0311811 | val_loss: 0.031183 | Time: 10614.3 ms [2021-05-29 07:52:04 main:574] : INFO : Epoch 1670 | loss: 0.0311795 | val_loss: 0.0311856 | Time: 10700.7 ms [2021-05-29 07:52:15 main:574] : INFO : Epoch 1671 | loss: 0.0311805 | val_loss: 0.0311841 | Time: 10999.1 ms [2021-05-29 07:52:26 main:574] : INFO : Epoch 1672 | loss: 0.0311806 | val_loss: 0.0311841 | Time: 10709.3 ms [2021-05-29 07:52:37 main:574] : INFO : Epoch 1673 | loss: 0.0311775 | val_loss: 0.0311807 | Time: 10719 ms [2021-05-29 07:52:47 main:574] : INFO : Epoch 1674 | loss: 0.0311758 | val_loss: 0.0311813 | Time: 9892.45 ms [2021-05-29 07:52:58 main:574] : INFO : Epoch 1675 | loss: 0.0311778 | val_loss: 0.0311801 | Time: 10806.5 ms [2021-05-29 07:53:09 main:574] : INFO : Epoch 1676 | loss: 0.0311785 | val_loss: 0.0311789 | Time: 11014.5 ms [2021-05-29 07:53:19 main:574] : INFO : Epoch 1677 | loss: 0.0311759 | val_loss: 0.03118 | Time: 10226.4 ms [2021-05-29 07:53:29 main:574] : INFO : Epoch 1678 | loss: 0.0311765 | val_loss: 0.0311803 | Time: 10426 ms [2021-05-29 07:53:40 main:574] : INFO : Epoch 1679 | loss: 0.0311771 | val_loss: 0.0311802 | Time: 10936.8 ms [2021-05-29 07:53:51 main:574] : INFO : Epoch 1680 | loss: 0.0311782 | val_loss: 0.031185 | Time: 10787 ms [2021-05-29 07:54:02 main:574] : INFO : Epoch 1681 | loss: 0.0311776 | val_loss: 0.0311865 | Time: 10781 ms [2021-05-29 07:54:13 main:574] : INFO : Epoch 1682 | loss: 0.0311772 | val_loss: 0.0311844 | Time: 10571.2 ms [2021-05-29 07:54:23 main:574] : INFO : Epoch 1683 | loss: 0.0311768 | val_loss: 0.0311802 | Time: 10696.4 ms [2021-05-29 07:54:34 main:574] : INFO : Epoch 1684 | loss: 0.0311762 | val_loss: 0.0311817 | Time: 10747.5 ms [2021-05-29 07:54:45 main:574] : INFO : Epoch 1685 | loss: 0.0311774 | val_loss: 0.0311807 | Time: 10785.4 ms [2021-05-29 07:54:56 main:574] : INFO : Epoch 1686 | loss: 0.0311834 | val_loss: 0.0311913 | Time: 10513 ms [2021-05-29 07:55:06 main:574] : INFO : Epoch 1687 | loss: 0.0311913 | val_loss: 0.0311912 | Time: 10750.6 ms [2021-05-29 07:55:17 main:574] : INFO : Epoch 1688 | loss: 0.0311886 | val_loss: 0.0311952 | Time: 10160.7 ms [2021-05-29 07:55:27 main:574] : INFO : Epoch 1689 | loss: 0.0311862 | val_loss: 0.0311864 | Time: 10702 ms [2021-05-29 07:55:38 main:574] : INFO : Epoch 1690 | loss: 0.0311867 | val_loss: 0.0311994 | Time: 10137.9 ms [2021-05-29 07:55:48 main:574] : INFO : Epoch 1691 | loss: 0.0312029 | val_loss: 0.0312005 | Time: 10701.3 ms [2021-05-29 07:55:59 main:574] : INFO : Epoch 1692 | loss: 0.031205 | val_loss: 0.0312016 | Time: 10383.8 ms [2021-05-29 07:56:09 main:574] : INFO : Epoch 1693 | loss: 0.0312049 | val_loss: 0.0312009 | Time: 10633.5 ms [2021-05-29 07:56:20 main:574] : INFO : Epoch 1694 | loss: 0.0312012 | val_loss: 0.0311989 | Time: 10861.6 ms [2021-05-29 07:56:31 main:574] : INFO : Epoch 1695 | loss: 0.0311985 | val_loss: 0.0311993 | Time: 10233.6 ms [2021-05-29 07:56:41 main:574] : INFO : Epoch 1696 | loss: 0.031197 | val_loss: 0.0311984 | Time: 10198.9 ms [2021-05-29 07:56:51 main:574] : INFO : Epoch 1697 | loss: 0.0311942 | val_loss: 0.031198 | Time: 10299.1 ms [2021-05-29 07:57:02 main:574] : INFO : Epoch 1698 | loss: 0.0311933 | val_loss: 0.0311968 | Time: 11081.5 ms [2021-05-29 07:57:12 main:574] : INFO : Epoch 1699 | loss: 0.0311929 | val_loss: 0.0311947 | Time: 9926.48 ms [2021-05-29 07:57:24 main:574] : INFO : Epoch 1700 | loss: 0.0311912 | val_loss: 0.031196 | Time: 11471.7 ms [2021-05-29 07:57:34 main:574] : INFO : Epoch 1701 | loss: 0.0311928 | val_loss: 0.0311934 | Time: 10316.6 ms [2021-05-29 07:57:45 main:574] : INFO : Epoch 1702 | loss: 0.0311892 | val_loss: 0.031193 | Time: 11068 ms [2021-05-29 07:57:56 main:574] : INFO : Epoch 1703 | loss: 0.0311904 | val_loss: 0.0311928 | Time: 10802 ms [2021-05-29 07:58:07 main:574] : INFO : Epoch 1704 | loss: 0.03119 | val_loss: 0.0312063 | Time: 10787.5 ms [2021-05-29 07:58:18 main:574] : INFO : Epoch 1705 | loss: 0.0311918 | val_loss: 0.0311944 | Time: 10601.3 ms [2021-05-29 07:58:29 main:574] : INFO : Epoch 1706 | loss: 0.0311885 | val_loss: 0.0311933 | Time: 10888.3 ms [2021-05-29 07:58:40 main:574] : INFO : Epoch 1707 | loss: 0.031188 | val_loss: 0.0311925 | Time: 11207.9 ms [2021-05-29 07:58:50 main:574] : INFO : Epoch 1708 | loss: 0.0311873 | val_loss: 0.0311927 | Time: 10337.1 ms [2021-05-29 07:59:01 main:574] : INFO : Epoch 1709 | loss: 0.0311874 | val_loss: 0.0311924 | Time: 10455.8 ms [2021-05-29 07:59:12 main:574] : INFO : Epoch 1710 | loss: 0.0311879 | val_loss: 0.0311921 | Time: 11258.7 ms [2021-05-29 07:59:23 main:574] : INFO : Epoch 1711 | loss: 0.0311885 | val_loss: 0.0311925 | Time: 11232.1 ms [2021-05-29 07:59:34 main:574] : INFO : Epoch 1712 | loss: 0.0311879 | val_loss: 0.0311944 | Time: 11175.8 ms [2021-05-29 07:59:45 main:574] : INFO : Epoch 1713 | loss: 0.0311877 | val_loss: 0.0311935 | Time: 10444.3 ms [2021-05-29 07:59:56 main:574] : INFO : Epoch 1714 | loss: 0.0311882 | val_loss: 0.0311942 | Time: 10745.9 ms [2021-05-29 08:00:06 main:574] : INFO : Epoch 1715 | loss: 0.0311897 | val_loss: 0.031194 | Time: 10594.1 ms [2021-05-29 08:00:17 main:574] : INFO : Epoch 1716 | loss: 0.0311874 | val_loss: 0.0311933 | Time: 11017.9 ms [2021-05-29 08:00:28 main:574] : INFO : Epoch 1717 | loss: 0.0311863 | val_loss: 0.0311909 | Time: 10434.4 ms [2021-05-29 08:00:40 main:574] : INFO : Epoch 1718 | loss: 0.0311876 | val_loss: 0.031195 | Time: 11593.7 ms [2021-05-29 08:00:50 main:574] : INFO : Epoch 1719 | loss: 0.03119 | val_loss: 0.0311924 | Time: 10560 ms [2021-05-29 08:01:00 main:574] : INFO : Epoch 1720 | loss: 0.0311868 | val_loss: 0.031194 | Time: 10285.5 ms [2021-05-29 08:01:12 main:574] : INFO : Epoch 1721 | loss: 0.0311852 | val_loss: 0.0311922 | Time: 11441.3 ms [2021-05-29 08:01:22 main:574] : INFO : Epoch 1722 | loss: 0.0311862 | val_loss: 0.0311918 | Time: 9894.45 ms [2021-05-29 08:01:33 main:574] : INFO : Epoch 1723 | loss: 0.0311851 | val_loss: 0.0311912 | Time: 10599.4 ms [2021-05-29 08:01:44 main:574] : INFO : Epoch 1724 | loss: 0.0311849 | val_loss: 0.0311906 | Time: 10909.6 ms [2021-05-29 08:01:54 main:574] : INFO : Epoch 1725 | loss: 0.0311844 | val_loss: 0.031191 | Time: 10573.7 ms [2021-05-29 08:02:04 main:574] : INFO : Epoch 1726 | loss: 0.0311865 | val_loss: 0.0311988 | Time: 10244.8 ms [2021-05-29 08:02:15 main:574] : INFO : Epoch 1727 | loss: 0.0311876 | val_loss: 0.0311976 | Time: 10519.1 ms [2021-05-29 08:02:26 main:574] : INFO : Epoch 1728 | loss: 0.0311862 | val_loss: 0.0311919 | Time: 11110.4 ms [2021-05-29 08:02:37 main:574] : INFO : Epoch 1729 | loss: 0.0311847 | val_loss: 0.0311917 | Time: 10642.2 ms [2021-05-29 08:02:47 main:574] : INFO : Epoch 1730 | loss: 0.0311859 | val_loss: 0.0311934 | Time: 10052.9 ms [2021-05-29 08:02:58 main:574] : INFO : Epoch 1731 | loss: 0.0311863 | val_loss: 0.0311971 | Time: 10761.8 ms [2021-05-29 08:03:08 main:574] : INFO : Epoch 1732 | loss: 0.0311855 | val_loss: 0.0311935 | Time: 10130.6 ms [2021-05-29 08:03:18 main:574] : INFO : Epoch 1733 | loss: 0.031184 | val_loss: 0.0311949 | Time: 10234.4 ms [2021-05-29 08:03:29 main:574] : INFO : Epoch 1734 | loss: 0.0311858 | val_loss: 0.0311919 | Time: 11010.7 ms [2021-05-29 08:03:40 main:574] : INFO : Epoch 1735 | loss: 0.0311844 | val_loss: 0.031191 | Time: 10957.2 ms [2021-05-29 08:03:50 main:574] : INFO : Epoch 1736 | loss: 0.0311831 | val_loss: 0.0311944 | Time: 10150.3 ms [2021-05-29 08:04:01 main:574] : INFO : Epoch 1737 | loss: 0.0311827 | val_loss: 0.0311904 | Time: 10482.5 ms [2021-05-29 08:04:11 main:574] : INFO : Epoch 1738 | loss: 0.0311824 | val_loss: 0.0311919 | Time: 10352 ms [2021-05-29 08:04:22 main:574] : INFO : Epoch 1739 | loss: 0.0311825 | val_loss: 0.0311921 | Time: 10436.8 ms [2021-05-29 08:04:33 main:574] : INFO : Epoch 1740 | loss: 0.0311822 | val_loss: 0.0311911 | Time: 10910.5 ms [2021-05-29 08:04:43 main:574] : INFO : Epoch 1741 | loss: 0.0311835 | val_loss: 0.0312014 | Time: 10561 ms [2021-05-29 08:04:54 main:574] : INFO : Epoch 1742 | loss: 0.0311884 | val_loss: 0.0311912 | Time: 10843.9 ms [2021-05-29 08:05:05 main:574] : INFO : Epoch 1743 | loss: 0.0311896 | val_loss: 0.0311899 | Time: 10745 ms [2021-05-29 08:05:16 main:574] : INFO : Epoch 1744 | loss: 0.0311842 | val_loss: 0.0311937 | Time: 11129.5 ms [2021-05-29 08:05:27 main:574] : INFO : Epoch 1745 | loss: 0.0311852 | val_loss: 0.0311912 | Time: 10754.6 ms [2021-05-29 08:05:38 main:574] : INFO : Epoch 1746 | loss: 0.0311846 | val_loss: 0.0311928 | Time: 10970.8 ms [2021-05-29 08:05:49 main:574] : INFO : Epoch 1747 | loss: 0.0311825 | val_loss: 0.0311888 | Time: 10639.8 ms [2021-05-29 08:06:00 main:574] : INFO : Epoch 1748 | loss: 0.0311829 | val_loss: 0.0311895 | Time: 11255.9 ms [2021-05-29 08:06:12 main:574] : INFO : Epoch 1749 | loss: 0.0311813 | val_loss: 0.0311908 | Time: 11622.7 ms [2021-05-29 08:06:22 main:574] : INFO : Epoch 1750 | loss: 0.0311816 | val_loss: 0.0311913 | Time: 10613.6 ms [2021-05-29 08:06:33 main:574] : INFO : Epoch 1751 | loss: 0.0311838 | val_loss: 0.0311901 | Time: 10912.9 ms [2021-05-29 08:06:44 main:574] : INFO : Epoch 1752 | loss: 0.0311829 | val_loss: 0.0311892 | Time: 10846.8 ms [2021-05-29 08:06:55 main:574] : INFO : Epoch 1753 | loss: 0.031182 | val_loss: 0.0311893 | Time: 10427.1 ms [2021-05-29 08:07:06 main:574] : INFO : Epoch 1754 | loss: 0.0311819 | val_loss: 0.0311886 | Time: 11217.5 ms [2021-05-29 08:07:17 main:574] : INFO : Epoch 1755 | loss: 0.0311839 | val_loss: 0.0311902 | Time: 11082.3 ms [2021-05-29 08:07:28 main:574] : INFO : Epoch 1756 | loss: 0.0311845 | val_loss: 0.0311966 | Time: 10807.5 ms [2021-05-29 08:07:39 main:574] : INFO : Epoch 1757 | loss: 0.0311846 | val_loss: 0.0311963 | Time: 10951.7 ms [2021-05-29 08:07:50 main:574] : INFO : Epoch 1758 | loss: 0.0311823 | val_loss: 0.0311902 | Time: 10694.8 ms [2021-05-29 08:08:00 main:574] : INFO : Epoch 1759 | loss: 0.0311812 | val_loss: 0.0311884 | Time: 10219.7 ms [2021-05-29 08:08:10 main:574] : INFO : Epoch 1760 | loss: 0.0311829 | val_loss: 0.031194 | Time: 10294.6 ms [2021-05-29 08:08:21 main:574] : INFO : Epoch 1761 | loss: 0.0311829 | val_loss: 0.0311893 | Time: 11029.9 ms [2021-05-29 08:08:33 main:574] : INFO : Epoch 1762 | loss: 0.0311815 | val_loss: 0.0311888 | Time: 11147.5 ms [2021-05-29 08:08:44 main:574] : INFO : Epoch 1763 | loss: 0.0311823 | val_loss: 0.0311891 | Time: 11484.3 ms [2021-05-29 08:08:55 main:574] : INFO : Epoch 1764 | loss: 0.0311823 | val_loss: 0.0311874 | Time: 10681.1 ms [2021-05-29 08:09:05 main:574] : INFO : Epoch 1765 | loss: 0.0311827 | val_loss: 0.0311933 | Time: 10073.2 ms [2021-05-29 08:09:16 main:574] : INFO : Epoch 1766 | loss: 0.031185 | val_loss: 0.0311896 | Time: 11498.9 ms [2021-05-29 08:09:27 main:574] : INFO : Epoch 1767 | loss: 0.0311825 | val_loss: 0.031191 | Time: 10238.5 ms [2021-05-29 08:09:37 main:574] : INFO : Epoch 1768 | loss: 0.0311818 | val_loss: 0.0311892 | Time: 10378.6 ms [2021-05-29 08:09:48 main:574] : INFO : Epoch 1769 | loss: 0.0311825 | val_loss: 0.0311884 | Time: 10781.2 ms [2021-05-29 08:09:59 main:574] : INFO : Epoch 1770 | loss: 0.0311825 | val_loss: 0.0311918 | Time: 10455.4 ms [2021-05-29 08:10:09 main:574] : INFO : Epoch 1771 | loss: 0.0311851 | val_loss: 0.0311884 | Time: 10893.6 ms [2021-05-29 08:10:20 main:574] : INFO : Epoch 1772 | loss: 0.0311836 | val_loss: 0.0311884 | Time: 10693.2 ms [2021-05-29 08:10:31 main:574] : INFO : Epoch 1773 | loss: 0.0311803 | val_loss: 0.0311879 | Time: 10882 ms [2021-05-29 08:10:42 main:574] : INFO : Epoch 1774 | loss: 0.0311808 | val_loss: 0.0311867 | Time: 10815.8 ms [2021-05-29 08:10:53 main:574] : INFO : Epoch 1775 | loss: 0.03118 | val_loss: 0.0311894 | Time: 10635.5 ms [2021-05-29 08:11:03 main:574] : INFO : Epoch 1776 | loss: 0.0311798 | val_loss: 0.0311865 | Time: 10039.3 ms [2021-05-29 08:11:14 main:574] : INFO : Epoch 1777 | loss: 0.0311801 | val_loss: 0.0311903 | Time: 10660.9 ms [2021-05-29 08:11:24 main:574] : INFO : Epoch 1778 | loss: 0.0311793 | val_loss: 0.031191 | Time: 10839 ms [2021-05-29 08:11:35 main:574] : INFO : Epoch 1779 | loss: 0.031181 | val_loss: 0.0311879 | Time: 10297.4 ms [2021-05-29 08:11:46 main:574] : INFO : Epoch 1780 | loss: 0.0311812 | val_loss: 0.0311912 | Time: 11211.1 ms [2021-05-29 08:11:57 main:574] : INFO : Epoch 1781 | loss: 0.0311812 | val_loss: 0.0311918 | Time: 10428.3 ms [2021-05-29 08:12:08 main:574] : INFO : Epoch 1782 | loss: 0.0311812 | val_loss: 0.0311934 | Time: 11460.1 ms [2021-05-29 08:12:19 main:574] : INFO : Epoch 1783 | loss: 0.0311812 | val_loss: 0.0311924 | Time: 10692.8 ms [2021-05-29 08:12:29 main:574] : INFO : Epoch 1784 | loss: 0.0311807 | val_loss: 0.0311956 | Time: 9957.35 ms [2021-05-29 08:12:40 main:574] : INFO : Epoch 1785 | loss: 0.0311806 | val_loss: 0.0311885 | Time: 10979.3 ms [2021-05-29 08:12:51 main:574] : INFO : Epoch 1786 | loss: 0.0311819 | val_loss: 0.0311894 | Time: 10809.2 ms [2021-05-29 08:13:01 main:574] : INFO : Epoch 1787 | loss: 0.0311833 | val_loss: 0.0311909 | Time: 10552.4 ms [2021-05-29 08:13:13 main:574] : INFO : Epoch 1788 | loss: 0.0311819 | val_loss: 0.0311868 | Time: 11145.5 ms [2021-05-29 08:13:24 main:574] : INFO : Epoch 1789 | loss: 0.0311812 | val_loss: 0.0311888 | Time: 11081.2 ms [2021-05-29 08:13:34 main:574] : INFO : Epoch 1790 | loss: 0.031181 | val_loss: 0.0311907 | Time: 10596.1 ms [2021-05-29 08:13:44 main:574] : INFO : Epoch 1791 | loss: 0.0311812 | val_loss: 0.0311861 | Time: 10048.4 ms [2021-05-29 08:13:56 main:574] : INFO : Epoch 1792 | loss: 0.0311808 | val_loss: 0.0311949 | Time: 11168.1 ms [2021-05-29 08:14:06 main:574] : INFO : Epoch 1793 | loss: 0.0311833 | val_loss: 0.0311901 | Time: 10671.7 ms [2021-05-29 08:14:17 main:574] : INFO : Epoch 1794 | loss: 0.0311814 | val_loss: 0.0311943 | Time: 10356.3 ms [2021-05-29 08:14:28 main:574] : INFO : Epoch 1795 | loss: 0.0311825 | val_loss: 0.0311866 | Time: 11375.7 ms [2021-05-29 08:14:39 main:574] : INFO : Epoch 1796 | loss: 0.0311803 | val_loss: 0.0311886 | Time: 10837.1 ms [2021-05-29 08:14:49 main:574] : INFO : Epoch 1797 | loss: 0.0311804 | val_loss: 0.0311894 | Time: 10236.5 ms [2021-05-29 08:15:00 main:574] : INFO : Epoch 1798 | loss: 0.03118 | val_loss: 0.031183 | Time: 10710.3 ms [2021-05-29 08:15:11 main:574] : INFO : Epoch 1799 | loss: 0.0311794 | val_loss: 0.0311854 | Time: 10609.7 ms [2021-05-29 08:15:21 main:574] : INFO : Epoch 1800 | loss: 0.0311794 | val_loss: 0.0311842 | Time: 10223.1 ms [2021-05-29 08:15:32 main:574] : INFO : Epoch 1801 | loss: 0.0311776 | val_loss: 0.0311828 | Time: 10731.7 ms [2021-05-29 08:15:42 main:574] : INFO : Epoch 1802 | loss: 0.0311774 | val_loss: 0.0311833 | Time: 10445.6 ms [2021-05-29 08:15:54 main:574] : INFO : Epoch 1803 | loss: 0.0311789 | val_loss: 0.0311842 | Time: 11280.1 ms [2021-05-29 08:16:04 main:574] : INFO : Epoch 1804 | loss: 0.0311785 | val_loss: 0.0311853 | Time: 10410.5 ms [2021-05-29 08:16:14 main:574] : INFO : Epoch 1805 | loss: 0.0311773 | val_loss: 0.0311862 | Time: 10364.9 ms [2021-05-29 08:16:26 main:574] : INFO : Epoch 1806 | loss: 0.0311773 | val_loss: 0.0311852 | Time: 11034.9 ms [2021-05-29 08:16:37 main:574] : INFO : Epoch 1807 | loss: 0.0311766 | val_loss: 0.0311833 | Time: 11013.5 ms [2021-05-29 08:16:47 main:574] : INFO : Epoch 1808 | loss: 0.0311758 | val_loss: 0.0311841 | Time: 10350 ms [2021-05-29 08:16:58 main:574] : INFO : Epoch 1809 | loss: 0.0311767 | val_loss: 0.0311845 | Time: 10561.1 ms [2021-05-29 08:17:08 main:574] : INFO : Epoch 1810 | loss: 0.031177 | val_loss: 0.0311828 | Time: 10481 ms [2021-05-29 08:17:19 main:574] : INFO : Epoch 1811 | loss: 0.031175 | val_loss: 0.0311841 | Time: 10442.4 ms [2021-05-29 08:17:30 main:574] : INFO : Epoch 1812 | loss: 0.0311764 | val_loss: 0.0311834 | Time: 11045.1 ms [2021-05-29 08:17:41 main:574] : INFO : Epoch 1813 | loss: 0.031175 | val_loss: 0.0311817 | Time: 11144.3 ms [2021-05-29 08:17:52 main:574] : INFO : Epoch 1814 | loss: 0.0311765 | val_loss: 0.0311839 | Time: 10798.4 ms [2021-05-29 08:18:03 main:574] : INFO : Epoch 1815 | loss: 0.0311767 | val_loss: 0.0311844 | Time: 10660.9 ms [2021-05-29 08:18:13 main:574] : INFO : Epoch 1816 | loss: 0.0311751 | val_loss: 0.0311862 | Time: 10802.6 ms [2021-05-29 08:18:24 main:574] : INFO : Epoch 1817 | loss: 0.0311763 | val_loss: 0.0311814 | Time: 10684.1 ms [2021-05-29 08:18:35 main:574] : INFO : Epoch 1818 | loss: 0.0311755 | val_loss: 0.0311846 | Time: 10639.3 ms [2021-05-29 08:18:45 main:574] : INFO : Epoch 1819 | loss: 0.0311761 | val_loss: 0.0311844 | Time: 10407.4 ms [2021-05-29 08:18:56 main:574] : INFO : Epoch 1820 | loss: 0.0311745 | val_loss: 0.0311825 | Time: 10565.7 ms [2021-05-29 08:19:07 main:574] : INFO : Epoch 1821 | loss: 0.0311768 | val_loss: 0.0311834 | Time: 11155.8 ms [2021-05-29 08:19:17 main:574] : INFO : Epoch 1822 | loss: 0.0311779 | val_loss: 0.0311872 | Time: 10304.5 ms [2021-05-29 08:19:28 main:574] : INFO : Epoch 1823 | loss: 0.0311771 | val_loss: 0.03118 | Time: 10620.2 ms [2021-05-29 08:19:39 main:574] : INFO : Epoch 1824 | loss: 0.0311746 | val_loss: 0.0311788 | Time: 10568 ms [2021-05-29 08:19:50 main:574] : INFO : Epoch 1825 | loss: 0.0311759 | val_loss: 0.031178 | Time: 10761.9 ms [2021-05-29 08:20:01 main:574] : INFO : Epoch 1826 | loss: 0.0311752 | val_loss: 0.0311795 | Time: 11201.1 ms [2021-05-29 08:20:11 main:574] : INFO : Epoch 1827 | loss: 0.0311781 | val_loss: 0.0311856 | Time: 10514 ms [2021-05-29 08:20:22 main:574] : INFO : Epoch 1828 | loss: 0.0311797 | val_loss: 0.0311837 | Time: 10204.3 ms [2021-05-29 08:20:32 main:574] : INFO : Epoch 1829 | loss: 0.0311812 | val_loss: 0.0311794 | Time: 10593.6 ms [2021-05-29 08:20:43 main:574] : INFO : Epoch 1830 | loss: 0.0311775 | val_loss: 0.0311876 | Time: 10340.7 ms [2021-05-29 08:20:52 main:574] : INFO : Epoch 1831 | loss: 0.0311782 | val_loss: 0.0311788 | Time: 9671.26 ms [2021-05-29 08:21:03 main:574] : INFO : Epoch 1832 | loss: 0.0311749 | val_loss: 0.0311778 | Time: 11010.3 ms [2021-05-29 08:21:14 main:574] : INFO : Epoch 1833 | loss: 0.0311768 | val_loss: 0.0311778 | Time: 10136.8 ms [2021-05-29 08:21:25 main:574] : INFO : Epoch 1834 | loss: 0.031176 | val_loss: 0.0311869 | Time: 10958 ms [2021-05-29 08:21:35 main:574] : INFO : Epoch 1835 | loss: 0.0311776 | val_loss: 0.0311842 | Time: 10724 ms [2021-05-29 08:21:46 main:574] : INFO : Epoch 1836 | loss: 0.0311754 | val_loss: 0.0311773 | Time: 10734.9 ms [2021-05-29 08:21:57 main:574] : INFO : Epoch 1837 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 10467.8 ms [2021-05-29 08:22:08 main:574] : INFO : Epoch 1838 | loss: 0.0311742 | val_loss: 0.0311807 | Time: 10940.2 ms [2021-05-29 08:22:18 main:574] : INFO : Epoch 1839 | loss: 0.0311763 | val_loss: 0.03118 | Time: 10297 ms [2021-05-29 08:22:29 main:574] : INFO : Epoch 1840 | loss: 0.0311736 | val_loss: 0.031177 | Time: 10916.2 ms [2021-05-29 08:22:39 main:574] : INFO : Epoch 1841 | loss: 0.031178 | val_loss: 0.0311838 | Time: 10342.9 ms [2021-05-29 08:22:50 main:574] : INFO : Epoch 1842 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 10292.4 ms [2021-05-29 08:23:01 main:574] : INFO : Epoch 1843 | loss: 0.0311763 | val_loss: 0.0311773 | Time: 10968.6 ms [2021-05-29 08:23:12 main:574] : INFO : Epoch 1844 | loss: 0.0311744 | val_loss: 0.0311769 | Time: 10836.3 ms [2021-05-29 08:23:23 main:574] : INFO : Epoch 1845 | loss: 0.0311747 | val_loss: 0.0311763 | Time: 10839.5 ms [2021-05-29 08:23:33 main:574] : INFO : Epoch 1846 | loss: 0.0311745 | val_loss: 0.031176 | Time: 10689 ms [2021-05-29 08:23:44 main:574] : INFO : Epoch 1847 | loss: 0.0311748 | val_loss: 0.0311748 | Time: 10367 ms [2021-05-29 08:23:55 main:574] : INFO : Epoch 1848 | loss: 0.0311725 | val_loss: 0.0311752 | Time: 11027.8 ms [2021-05-29 08:24:05 main:574] : INFO : Epoch 1849 | loss: 0.0311737 | val_loss: 0.0311747 | Time: 9926.04 ms [2021-05-29 08:24:15 main:574] : INFO : Epoch 1850 | loss: 0.0311761 | val_loss: 0.0311815 | Time: 10675.9 ms [2021-05-29 08:24:26 main:574] : INFO : Epoch 1851 | loss: 0.0311753 | val_loss: 0.0311752 | Time: 10530 ms [2021-05-29 08:24:36 main:574] : INFO : Epoch 1852 | loss: 0.0311737 | val_loss: 0.0311786 | Time: 10332.2 ms [2021-05-29 08:24:47 main:574] : INFO : Epoch 1853 | loss: 0.0311726 | val_loss: 0.0311778 | Time: 10635.1 ms [2021-05-29 08:24:57 main:574] : INFO : Epoch 1854 | loss: 0.0311721 | val_loss: 0.0311779 | Time: 10173.8 ms [2021-05-29 08:25:08 main:574] : INFO : Epoch 1855 | loss: 0.0311735 | val_loss: 0.031176 | Time: 10281.7 ms [2021-05-29 08:25:18 main:574] : INFO : Epoch 1856 | loss: 0.0311727 | val_loss: 0.0311765 | Time: 10533.2 ms [2021-05-29 08:25:29 main:574] : INFO : Epoch 1857 | loss: 0.0311724 | val_loss: 0.0311754 | Time: 10707.1 ms [2021-05-29 08:25:40 main:574] : INFO : Epoch 1858 | loss: 0.0311741 | val_loss: 0.031176 | Time: 10866 ms [2021-05-29 08:25:51 main:574] : INFO : Epoch 1859 | loss: 0.0311741 | val_loss: 0.0311775 | Time: 10555.6 ms [2021-05-29 08:26:01 main:574] : INFO : Epoch 1860 | loss: 0.0311741 | val_loss: 0.0311839 | Time: 10011.7 ms [2021-05-29 08:26:11 main:574] : INFO : Epoch 1861 | loss: 0.0311742 | val_loss: 0.0311743 | Time: 10687.4 ms [2021-05-29 08:26:22 main:574] : INFO : Epoch 1862 | loss: 0.0311741 | val_loss: 0.0311752 | Time: 10730.3 ms [2021-05-29 08:26:33 main:574] : INFO : Epoch 1863 | loss: 0.0311708 | val_loss: 0.0311759 | Time: 10423.6 ms [2021-05-29 08:26:44 main:574] : INFO : Epoch 1864 | loss: 0.0311711 | val_loss: 0.0311751 | Time: 10837.3 ms [2021-05-29 08:26:55 main:574] : INFO : Epoch 1865 | loss: 0.0311737 | val_loss: 0.031175 | Time: 10872.6 ms [2021-05-29 08:27:05 main:574] : INFO : Epoch 1866 | loss: 0.0311737 | val_loss: 0.0311758 | Time: 10557 ms [2021-05-29 08:27:15 main:574] : INFO : Epoch 1867 | loss: 0.031173 | val_loss: 0.0311769 | Time: 9688.86 ms [2021-05-29 08:27:25 main:574] : INFO : Epoch 1868 | loss: 0.0311731 | val_loss: 0.0311769 | Time: 10231.1 ms [2021-05-29 08:27:36 main:574] : INFO : Epoch 1869 | loss: 0.0311759 | val_loss: 0.0311776 | Time: 10894.4 ms [2021-05-29 08:27:47 main:574] : INFO : Epoch 1870 | loss: 0.0311736 | val_loss: 0.0311761 | Time: 11373.9 ms [2021-05-29 08:27:58 main:574] : INFO : Epoch 1871 | loss: 0.0311737 | val_loss: 0.031177 | Time: 10561.5 ms [2021-05-29 08:28:09 main:574] : INFO : Epoch 1872 | loss: 0.0311726 | val_loss: 0.0311742 | Time: 10594.2 ms [2021-05-29 08:28:20 main:574] : INFO : Epoch 1873 | loss: 0.031171 | val_loss: 0.0311761 | Time: 10686.5 ms [2021-05-29 08:28:30 main:574] : INFO : Epoch 1874 | loss: 0.0311736 | val_loss: 0.0311805 | Time: 10146 ms [2021-05-29 08:28:40 main:574] : INFO : Epoch 1875 | loss: 0.0311736 | val_loss: 0.0311795 | Time: 10176.3 ms [2021-05-29 08:28:51 main:574] : INFO : Epoch 1876 | loss: 0.0311724 | val_loss: 0.0311745 | Time: 10664.6 ms [2021-05-29 08:29:02 main:574] : INFO : Epoch 1877 | loss: 0.0311709 | val_loss: 0.0311754 | Time: 10966.4 ms [2021-05-29 08:29:13 main:574] : INFO : Epoch 1878 | loss: 0.0311724 | val_loss: 0.0311734 | Time: 11284 ms [2021-05-29 08:29:24 main:574] : INFO : Epoch 1879 | loss: 0.0311734 | val_loss: 0.031178 | Time: 10866.3 ms [2021-05-29 08:29:35 main:574] : INFO : Epoch 1880 | loss: 0.0311744 | val_loss: 0.0311837 | Time: 10713 ms [2021-05-29 08:29:46 main:574] : INFO : Epoch 1881 | loss: 0.0311768 | val_loss: 0.0311852 | Time: 10880.3 ms [2021-05-29 08:29:56 main:574] : INFO : Epoch 1882 | loss: 0.0311733 | val_loss: 0.0311777 | Time: 10402.1 ms [2021-05-29 08:30:07 main:574] : INFO : Epoch 1883 | loss: 0.0311741 | val_loss: 0.0311832 | Time: 10621 ms [2021-05-29 08:30:17 main:574] : INFO : Epoch 1884 | loss: 0.031176 | val_loss: 0.0311821 | Time: 9772.72 ms [2021-05-29 08:30:27 main:574] : INFO : Epoch 1885 | loss: 0.0311778 | val_loss: 0.031183 | Time: 10701.4 ms [2021-05-29 08:30:38 main:574] : INFO : Epoch 1886 | loss: 0.0311761 | val_loss: 0.0311786 | Time: 10767.4 ms [2021-05-29 08:30:49 main:574] : INFO : Epoch 1887 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 10583.3 ms [2021-05-29 08:31:00 main:574] : INFO : Epoch 1888 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 11233.9 ms [2021-05-29 08:31:11 main:574] : INFO : Epoch 1889 | loss: 0.0311752 | val_loss: 0.0311819 | Time: 10430.4 ms [2021-05-29 08:31:21 main:574] : INFO : Epoch 1890 | loss: 0.0311749 | val_loss: 0.0311908 | Time: 10205.3 ms [2021-05-29 08:31:32 main:574] : INFO : Epoch 1891 | loss: 0.0311758 | val_loss: 0.0311812 | Time: 10789.9 ms [2021-05-29 08:31:42 main:574] : INFO : Epoch 1892 | loss: 0.0311724 | val_loss: 0.0311825 | Time: 10647.5 ms [2021-05-29 08:31:53 main:574] : INFO : Epoch 1893 | loss: 0.0311726 | val_loss: 0.0311785 | Time: 11024.8 ms [2021-05-29 08:32:05 main:574] : INFO : Epoch 1894 | loss: 0.031171 | val_loss: 0.0311767 | Time: 11050.9 ms [2021-05-29 08:32:15 main:574] : INFO : Epoch 1895 | loss: 0.0311702 | val_loss: 0.0311817 | Time: 10269.7 ms [2021-05-29 08:32:26 main:574] : INFO : Epoch 1896 | loss: 0.0311701 | val_loss: 0.0311789 | Time: 10697.3 ms [2021-05-29 08:32:37 main:574] : INFO : Epoch 1897 | loss: 0.0311689 | val_loss: 0.0311764 | Time: 10979.1 ms [2021-05-29 08:32:47 main:574] : INFO : Epoch 1898 | loss: 0.0311706 | val_loss: 0.0311779 | Time: 10569.9 ms [2021-05-29 08:32:58 main:574] : INFO : Epoch 1899 | loss: 0.0311713 | val_loss: 0.0311775 | Time: 10460 ms [2021-05-29 08:33:09 main:574] : INFO : Epoch 1900 | loss: 0.0311714 | val_loss: 0.0311823 | Time: 10621.3 ms [2021-05-29 08:33:19 main:574] : INFO : Epoch 1901 | loss: 0.0311708 | val_loss: 0.0311784 | Time: 10116.3 ms [2021-05-29 08:33:30 main:574] : INFO : Epoch 1902 | loss: 0.0311688 | val_loss: 0.0311822 | Time: 10979.4 ms [2021-05-29 08:33:41 main:574] : INFO : Epoch 1903 | loss: 0.0311698 | val_loss: 0.0311785 | Time: 10916.7 ms [2021-05-29 08:33:52 main:574] : INFO : Epoch 1904 | loss: 0.0311684 | val_loss: 0.0311773 | Time: 10770.5 ms [2021-05-29 08:34:02 main:574] : INFO : Epoch 1905 | loss: 0.0311681 | val_loss: 0.0311785 | Time: 10441.9 ms [2021-05-29 08:34:12 main:574] : INFO : Epoch 1906 | loss: 0.0311709 | val_loss: 0.0311775 | Time: 10423 ms [2021-05-29 08:34:24 main:574] : INFO : Epoch 1907 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 11297.6 ms [2021-05-29 08:34:34 main:574] : INFO : Epoch 1908 | loss: 0.0311694 | val_loss: 0.031179 | Time: 10274.1 ms [2021-05-29 08:34:44 main:574] : INFO : Epoch 1909 | loss: 0.0311678 | val_loss: 0.0311801 | Time: 10188.4 ms [2021-05-29 08:34:55 main:574] : INFO : Epoch 1910 | loss: 0.0311698 | val_loss: 0.0311842 | Time: 10779.2 ms [2021-05-29 08:35:06 main:574] : INFO : Epoch 1911 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 10307.6 ms [2021-05-29 08:35:17 main:574] : INFO : Epoch 1912 | loss: 0.0311687 | val_loss: 0.0311785 | Time: 11077 ms [2021-05-29 08:35:28 main:574] : INFO : Epoch 1913 | loss: 0.0311703 | val_loss: 0.0311785 | Time: 11343 ms [2021-05-29 08:35:39 main:574] : INFO : Epoch 1914 | loss: 0.0311691 | val_loss: 0.0311782 | Time: 10985.9 ms [2021-05-29 08:35:50 main:574] : INFO : Epoch 1915 | loss: 0.0311693 | val_loss: 0.031179 | Time: 10535 ms [2021-05-29 08:36:00 main:574] : INFO : Epoch 1916 | loss: 0.0311712 | val_loss: 0.0311778 | Time: 10553.2 ms [2021-05-29 08:36:11 main:574] : INFO : Epoch 1917 | loss: 0.03117 | val_loss: 0.0311769 | Time: 10864.1 ms [2021-05-29 08:36:22 main:574] : INFO : Epoch 1918 | loss: 0.0311706 | val_loss: 0.0311793 | Time: 10631.5 ms [2021-05-29 08:36:33 main:574] : INFO : Epoch 1919 | loss: 0.0311696 | val_loss: 0.0311774 | Time: 11142.6 ms [2021-05-29 08:36:43 main:574] : INFO : Epoch 1920 | loss: 0.0311691 | val_loss: 0.0311783 | Time: 10284.9 ms [2021-05-29 08:36:54 main:574] : INFO : Epoch 1921 | loss: 0.0311675 | val_loss: 0.0311819 | Time: 10552 ms [2021-05-29 08:37:05 main:574] : INFO : Epoch 1922 | loss: 0.0311716 | val_loss: 0.0311767 | Time: 10589.2 ms [2021-05-29 08:37:15 main:574] : INFO : Epoch 1923 | loss: 0.0311728 | val_loss: 0.0311749 | Time: 10434.2 ms [2021-05-29 08:37:26 main:574] : INFO : Epoch 1924 | loss: 0.0311704 | val_loss: 0.0311757 | Time: 10764.2 ms [2021-05-29 08:37:37 main:574] : INFO : Epoch 1925 | loss: 0.0311702 | val_loss: 0.031177 | Time: 11030.4 ms [2021-05-29 08:37:48 main:574] : INFO : Epoch 1926 | loss: 0.0311711 | val_loss: 0.0311801 | Time: 11101.6 ms [2021-05-29 08:37:58 main:574] : INFO : Epoch 1927 | loss: 0.031173 | val_loss: 0.0311905 | Time: 10416.3 ms [2021-05-29 08:38:08 main:574] : INFO : Epoch 1928 | loss: 0.0311722 | val_loss: 0.0311771 | Time: 9786.42 ms [2021-05-29 08:38:19 main:574] : INFO : Epoch 1929 | loss: 0.031172 | val_loss: 0.0311776 | Time: 11015.7 ms [2021-05-29 08:38:31 main:574] : INFO : Epoch 1930 | loss: 0.0311739 | val_loss: 0.0311762 | Time: 11089.1 ms [2021-05-29 08:38:41 main:574] : INFO : Epoch 1931 | loss: 0.0311699 | val_loss: 0.0311852 | Time: 10589.9 ms [2021-05-29 08:38:53 main:574] : INFO : Epoch 1932 | loss: 0.0311716 | val_loss: 0.0311765 | Time: 11300.6 ms [2021-05-29 08:39:02 main:574] : INFO : Epoch 1933 | loss: 0.0311693 | val_loss: 0.0311782 | Time: 9466.9 ms [2021-05-29 08:39:12 main:574] : INFO : Epoch 1934 | loss: 0.0311725 | val_loss: 0.0311762 | Time: 10159.1 ms [2021-05-29 08:39:24 main:574] : INFO : Epoch 1935 | loss: 0.0311687 | val_loss: 0.0311736 | Time: 11661.4 ms [2021-05-29 08:39:34 main:574] : INFO : Epoch 1936 | loss: 0.0311688 | val_loss: 0.0311768 | Time: 10213.4 ms [2021-05-29 08:39:45 main:574] : INFO : Epoch 1937 | loss: 0.0311705 | val_loss: 0.0311773 | Time: 10863.4 ms [2021-05-29 08:39:56 main:574] : INFO : Epoch 1938 | loss: 0.0311745 | val_loss: 0.0311843 | Time: 10808.5 ms [2021-05-29 08:40:07 main:574] : INFO : Epoch 1939 | loss: 0.0311736 | val_loss: 0.0311777 | Time: 10868.2 ms [2021-05-29 08:40:18 main:574] : INFO : Epoch 1940 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 10709.9 ms [2021-05-29 08:40:28 main:574] : INFO : Epoch 1941 | loss: 0.0311706 | val_loss: 0.0311784 | Time: 10499.6 ms [2021-05-29 08:40:38 main:574] : INFO : Epoch 1942 | loss: 0.0311701 | val_loss: 0.0311783 | Time: 9968.14 ms [2021-05-29 08:40:49 main:574] : INFO : Epoch 1943 | loss: 0.031169 | val_loss: 0.0311748 | Time: 10826.2 ms [2021-05-29 08:41:00 main:574] : INFO : Epoch 1944 | loss: 0.0311676 | val_loss: 0.0311754 | Time: 10836.7 ms [2021-05-29 08:41:10 main:574] : INFO : Epoch 1945 | loss: 0.0311693 | val_loss: 0.0311759 | Time: 10338.5 ms [2021-05-29 08:41:20 main:574] : INFO : Epoch 1946 | loss: 0.0311692 | val_loss: 0.0311769 | Time: 9704.66 ms [2021-05-29 08:41:30 main:574] : INFO : Epoch 1947 | loss: 0.0311685 | val_loss: 0.0311749 | Time: 10385 ms [2021-05-29 08:41:42 main:574] : INFO : Epoch 1948 | loss: 0.0311688 | val_loss: 0.0311768 | Time: 11080.2 ms [2021-05-29 08:41:53 main:574] : INFO : Epoch 1949 | loss: 0.031169 | val_loss: 0.0311782 | Time: 10896.2 ms [2021-05-29 08:42:03 main:574] : INFO : Epoch 1950 | loss: 0.0311671 | val_loss: 0.0311763 | Time: 10302.2 ms [2021-05-29 08:42:14 main:574] : INFO : Epoch 1951 | loss: 0.0311674 | val_loss: 0.0311746 | Time: 10637 ms [2021-05-29 08:42:24 main:574] : INFO : Epoch 1952 | loss: 0.0311667 | val_loss: 0.0311757 | Time: 10630.9 ms [2021-05-29 08:42:35 main:574] : INFO : Epoch 1953 | loss: 0.0311665 | val_loss: 0.0311766 | Time: 10317.8 ms [2021-05-29 08:42:46 main:574] : INFO : Epoch 1954 | loss: 0.0311663 | val_loss: 0.031175 | Time: 11288.7 ms [2021-05-29 08:42:57 main:574] : INFO : Epoch 1955 | loss: 0.0311663 | val_loss: 0.0311767 | Time: 11144.2 ms [2021-05-29 08:43:08 main:574] : INFO : Epoch 1956 | loss: 0.0311651 | val_loss: 0.0311738 | Time: 10609.6 ms [2021-05-29 08:43:18 main:574] : INFO : Epoch 1957 | loss: 0.0311678 | val_loss: 0.0311761 | Time: 10365.1 ms [2021-05-29 08:43:29 main:574] : INFO : Epoch 1958 | loss: 0.0311676 | val_loss: 0.0311796 | Time: 10881.5 ms [2021-05-29 08:43:39 main:574] : INFO : Epoch 1959 | loss: 0.0311658 | val_loss: 0.0311758 | Time: 10330.1 ms [2021-05-29 08:43:50 main:574] : INFO : Epoch 1960 | loss: 0.0311659 | val_loss: 0.0311791 | Time: 10875.3 ms [2021-05-29 08:44:02 main:574] : INFO : Epoch 1961 | loss: 0.0311669 | val_loss: 0.0311758 | Time: 11422.4 ms [2021-05-29 08:44:12 main:574] : INFO : Epoch 1962 | loss: 0.0311671 | val_loss: 0.0311837 | Time: 9763.02 ms [2021-05-29 08:44:23 main:574] : INFO : Epoch 1963 | loss: 0.0311702 | val_loss: 0.0311767 | Time: 10900.6 ms [2021-05-29 08:44:33 main:574] : INFO : Epoch 1964 | loss: 0.0311673 | val_loss: 0.0311778 | Time: 10144.6 ms [2021-05-29 08:44:43 main:574] : INFO : Epoch 1965 | loss: 0.0311682 | val_loss: 0.0311739 | Time: 10557.9 ms [2021-05-29 08:44:54 main:574] : INFO : Epoch 1966 | loss: 0.0311675 | val_loss: 0.0311785 | Time: 10478.1 ms [2021-05-29 08:45:04 main:574] : INFO : Epoch 1967 | loss: 0.031169 | val_loss: 0.0311785 | Time: 10398.3 ms [2021-05-29 08:45:15 main:574] : INFO : Epoch 1968 | loss: 0.0311686 | val_loss: 0.0311779 | Time: 10896.8 ms [2021-05-29 08:45:26 main:574] : INFO : Epoch 1969 | loss: 0.0311675 | val_loss: 0.0311785 | Time: 10959.4 ms [2021-05-29 08:45:37 main:574] : INFO : Epoch 1970 | loss: 0.0311657 | val_loss: 0.0311766 | Time: 10677.2 ms [2021-05-29 08:45:48 main:574] : INFO : Epoch 1971 | loss: 0.0311697 | val_loss: 0.031179 | Time: 10645.8 ms [2021-05-29 08:45:58 main:574] : INFO : Epoch 1972 | loss: 0.031168 | val_loss: 0.0311806 | Time: 10189.1 ms [2021-05-29 08:46:09 main:574] : INFO : Epoch 1973 | loss: 0.0311661 | val_loss: 0.0311766 | Time: 10801.7 ms [2021-05-29 08:46:19 main:574] : INFO : Epoch 1974 | loss: 0.0311659 | val_loss: 0.0311779 | Time: 10635.5 ms [2021-05-29 08:46:30 main:574] : INFO : Epoch 1975 | loss: 0.0311655 | val_loss: 0.0311757 | Time: 11049.4 ms [2021-05-29 08:46:41 main:574] : INFO : Epoch 1976 | loss: 0.0311699 | val_loss: 0.0311793 | Time: 10818.3 ms [2021-05-29 08:46:51 main:574] : INFO : Epoch 1977 | loss: 0.0311673 | val_loss: 0.0311831 | Time: 9860.13 ms [2021-05-29 08:47:02 main:574] : INFO : Epoch 1978 | loss: 0.0311741 | val_loss: 0.0311757 | Time: 10783 ms [2021-05-29 08:47:12 main:574] : INFO : Epoch 1979 | loss: 0.031175 | val_loss: 0.0311767 | Time: 10381.6 ms [2021-05-29 08:47:23 main:574] : INFO : Epoch 1980 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 10529.2 ms [2021-05-29 08:47:34 main:574] : INFO : Epoch 1981 | loss: 0.0311699 | val_loss: 0.0311755 | Time: 10524.6 ms [2021-05-29 08:47:45 main:574] : INFO : Epoch 1982 | loss: 0.0311677 | val_loss: 0.0311721 | Time: 11488.7 ms [2021-05-29 08:47:56 main:574] : INFO : Epoch 1983 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 10687.2 ms [2021-05-29 08:48:07 main:574] : INFO : Epoch 1984 | loss: 0.0311676 | val_loss: 0.0311763 | Time: 10741.4 ms [2021-05-29 08:48:18 main:574] : INFO : Epoch 1985 | loss: 0.0311692 | val_loss: 0.0311767 | Time: 10729.3 ms [2021-05-29 08:48:28 main:574] : INFO : Epoch 1986 | loss: 0.0311667 | val_loss: 0.0311799 | Time: 10724.3 ms [2021-05-29 08:48:39 main:574] : INFO : Epoch 1987 | loss: 0.0311664 | val_loss: 0.0311745 | Time: 10602.8 ms [2021-05-29 08:48:50 main:574] : INFO : Epoch 1988 | loss: 0.0311648 | val_loss: 0.031175 | Time: 10581.1 ms [2021-05-29 08:49:01 main:574] : INFO : Epoch 1989 | loss: 0.0311653 | val_loss: 0.0311754 | Time: 11037.1 ms [2021-05-29 08:49:12 main:574] : INFO : Epoch 1990 | loss: 0.0311647 | val_loss: 0.031174 | Time: 10765 ms [2021-05-29 08:49:23 main:574] : INFO : Epoch 1991 | loss: 0.0311665 | val_loss: 0.0311768 | Time: 10960.5 ms [2021-05-29 08:49:33 main:574] : INFO : Epoch 1992 | loss: 0.0311668 | val_loss: 0.0311765 | Time: 10865.8 ms [2021-05-29 08:49:43 main:574] : INFO : Epoch 1993 | loss: 0.0311678 | val_loss: 0.0311758 | Time: 9494.81 ms [2021-05-29 08:49:54 main:574] : INFO : Epoch 1994 | loss: 0.0311668 | val_loss: 0.0311756 | Time: 10594.3 ms [2021-05-29 08:50:05 main:574] : INFO : Epoch 1995 | loss: 0.0311664 | val_loss: 0.0311745 | Time: 10835 ms [2021-05-29 08:50:15 main:574] : INFO : Epoch 1996 | loss: 0.0311655 | val_loss: 0.0311766 | Time: 10115.3 ms [2021-05-29 08:50:25 main:574] : INFO : Epoch 1997 | loss: 0.0311656 | val_loss: 0.031174 | Time: 10313.6 ms [2021-05-29 08:50:35 main:574] : INFO : Epoch 1998 | loss: 0.031167 | val_loss: 0.0311736 | Time: 9898.94 ms [2021-05-29 08:50:45 main:574] : INFO : Epoch 1999 | loss: 0.0311656 | val_loss: 0.0311836 | Time: 9766.41 ms [2021-05-29 08:50:55 main:574] : INFO : Epoch 2000 | loss: 0.0311685 | val_loss: 0.0311787 | Time: 10516 ms [2021-05-29 08:51:06 main:574] : INFO : Epoch 2001 | loss: 0.0311664 | val_loss: 0.0311746 | Time: 10277.2 ms [2021-05-29 08:51:17 main:574] : INFO : Epoch 2002 | loss: 0.0311639 | val_loss: 0.0311741 | Time: 10923.8 ms [2021-05-29 08:51:27 main:574] : INFO : Epoch 2003 | loss: 0.0311647 | val_loss: 0.0311741 | Time: 10302.7 ms [2021-05-29 08:51:38 main:574] : INFO : Epoch 2004 | loss: 0.031164 | val_loss: 0.031174 | Time: 10684.7 ms [2021-05-29 08:51:48 main:574] : INFO : Epoch 2005 | loss: 0.0311661 | val_loss: 0.0311802 | Time: 10520.8 ms [2021-05-29 08:51:59 main:574] : INFO : Epoch 2006 | loss: 0.0311769 | val_loss: 0.0311826 | Time: 11219.7 ms [2021-05-29 08:52:11 main:574] : INFO : Epoch 2007 | loss: 0.0311784 | val_loss: 0.0311828 | Time: 11271.8 ms [2021-05-29 08:52:20 main:574] : INFO : Epoch 2008 | loss: 0.0311763 | val_loss: 0.0311818 | Time: 9222.38 ms [2021-05-29 08:52:29 main:574] : INFO : Epoch 2009 | loss: 0.0311757 | val_loss: 0.0311815 | Time: 8491.45 ms [2021-05-29 08:52:40 main:574] : INFO : Epoch 2010 | loss: 0.0311762 | val_loss: 0.0311812 | Time: 10367.8 ms [2021-05-29 08:52:50 main:574] : INFO : Epoch 2011 | loss: 0.0311745 | val_loss: 0.0311809 | Time: 10732.9 ms [2021-05-29 08:53:02 main:574] : INFO : Epoch 2012 | loss: 0.0311737 | val_loss: 0.0311792 | Time: 11178 ms [2021-05-29 08:53:12 main:574] : INFO : Epoch 2013 | loss: 0.031174 | val_loss: 0.0311808 | Time: 10827.4 ms [2021-05-29 08:53:24 main:574] : INFO : Epoch 2014 | loss: 0.031172 | val_loss: 0.0311801 | Time: 11099.8 ms [2021-05-29 08:53:34 main:574] : INFO : Epoch 2015 | loss: 0.0311711 | val_loss: 0.0311807 | Time: 10827.5 ms [2021-05-29 08:53:45 main:574] : INFO : Epoch 2016 | loss: 0.0311718 | val_loss: 0.0311816 | Time: 10952.3 ms [2021-05-29 08:53:56 main:574] : INFO : Epoch 2017 | loss: 0.0311728 | val_loss: 0.0311828 | Time: 10755.1 ms [2021-05-29 08:54:07 main:574] : INFO : Epoch 2018 | loss: 0.0311727 | val_loss: 0.0311788 | Time: 11060.3 ms [2021-05-29 08:54:17 main:574] : INFO : Epoch 2019 | loss: 0.0311726 | val_loss: 0.0311798 | Time: 9983.82 ms [2021-05-29 08:54:27 main:574] : INFO : Epoch 2020 | loss: 0.0311725 | val_loss: 0.0311821 | Time: 9304.46 ms [2021-05-29 08:54:37 main:574] : INFO : Epoch 2021 | loss: 0.0311702 | val_loss: 0.0311804 | Time: 10650.3 ms [2021-05-29 08:54:48 main:574] : INFO : Epoch 2022 | loss: 0.0311703 | val_loss: 0.0311786 | Time: 10552.5 ms [2021-05-29 08:54:58 main:574] : INFO : Epoch 2023 | loss: 0.0311705 | val_loss: 0.0311806 | Time: 10561.4 ms [2021-05-29 08:55:09 main:574] : INFO : Epoch 2024 | loss: 0.0311722 | val_loss: 0.0311782 | Time: 10750 ms [2021-05-29 08:55:19 main:574] : INFO : Epoch 2025 | loss: 0.0311713 | val_loss: 0.0311801 | Time: 9822.53 ms [2021-05-29 08:55:30 main:574] : INFO : Epoch 2026 | loss: 0.0311729 | val_loss: 0.0311869 | Time: 11293.5 ms [2021-05-29 08:55:41 main:574] : INFO : Epoch 2027 | loss: 0.0311737 | val_loss: 0.0311814 | Time: 10673.4 ms [2021-05-29 08:55:51 main:574] : INFO : Epoch 2028 | loss: 0.0311713 | val_loss: 0.0311789 | Time: 9713.91 ms [2021-05-29 08:56:02 main:574] : INFO : Epoch 2029 | loss: 0.0311688 | val_loss: 0.0311801 | Time: 10628 ms [2021-05-29 08:56:12 main:574] : INFO : Epoch 2030 | loss: 0.0311693 | val_loss: 0.0311775 | Time: 10260.9 ms [2021-05-29 08:56:22 main:574] : INFO : Epoch 2031 | loss: 0.0311701 | val_loss: 0.0311764 | Time: 9734.91 ms [2021-05-29 08:56:32 main:574] : INFO : Epoch 2032 | loss: 0.0311698 | val_loss: 0.0311819 | Time: 10655 ms [2021-05-29 08:56:43 main:574] : INFO : Epoch 2033 | loss: 0.0311692 | val_loss: 0.0311775 | Time: 11174.6 ms [2021-05-29 08:56:54 main:574] : INFO : Epoch 2034 | loss: 0.031168 | val_loss: 0.031176 | Time: 10525.5 ms [2021-05-29 08:57:04 main:574] : INFO : Epoch 2035 | loss: 0.031168 | val_loss: 0.0311762 | Time: 9917.65 ms [2021-05-29 08:57:14 main:574] : INFO : Epoch 2036 | loss: 0.0311684 | val_loss: 0.0311793 | Time: 10424 ms [2021-05-29 08:57:26 main:574] : INFO : Epoch 2037 | loss: 0.0311685 | val_loss: 0.0311763 | Time: 11026.3 ms [2021-05-29 08:57:36 main:574] : INFO : Epoch 2038 | loss: 0.0311687 | val_loss: 0.0311765 | Time: 10881.8 ms [2021-05-29 08:57:48 main:574] : INFO : Epoch 2039 | loss: 0.0311674 | val_loss: 0.0311758 | Time: 11206.6 ms [2021-05-29 08:57:58 main:574] : INFO : Epoch 2040 | loss: 0.031167 | val_loss: 0.0311756 | Time: 10572.9 ms [2021-05-29 08:58:09 main:574] : INFO : Epoch 2041 | loss: 0.0311665 | val_loss: 0.0311756 | Time: 10368.6 ms [2021-05-29 08:58:18 main:574] : INFO : Epoch 2042 | loss: 0.0311672 | val_loss: 0.0311807 | Time: 9662.77 ms [2021-05-29 08:58:29 main:574] : INFO : Epoch 2043 | loss: 0.031173 | val_loss: 0.0311775 | Time: 10357.8 ms [2021-05-29 08:58:40 main:574] : INFO : Epoch 2044 | loss: 0.0311715 | val_loss: 0.0311783 | Time: 11402.7 ms [2021-05-29 08:58:50 main:574] : INFO : Epoch 2045 | loss: 0.0311716 | val_loss: 0.031178 | Time: 10248.8 ms [2021-05-29 08:59:00 main:574] : INFO : Epoch 2046 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 9999.78 ms [2021-05-29 08:59:10 main:574] : INFO : Epoch 2047 | loss: 0.03117 | val_loss: 0.0311791 | Time: 9892.87 ms [2021-05-29 08:59:21 main:574] : INFO : Epoch 2048 | loss: 0.0311696 | val_loss: 0.0311775 | Time: 10796.6 ms [2021-05-29 08:59:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311775 [2021-05-29 08:59:21 main:603] : INFO : Saving end state to config to file [2021-05-29 08:59:21 main:608] : INFO : Success, exiting.. 08:59:21 (41832): 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)