Task 5232740
| Name | ParityModified-1619579454-28779-3_0 |
| Workunit | 3149235 |
| Created | 25 May 2021, 14:30:14 UTC |
| Sent | 29 May 2021, 9:57:48 UTC |
| Report deadline | 5 Jun 2021, 9:57:48 UTC |
| Received | 29 May 2021, 17:08:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5082 |
| Run time | 6 hours 7 min 43 sec |
| CPU time | 5 hours 38 min 32 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> -29 16:37:10 main:574] : INFO : Epoch 1542 | loss: 0.0311748 | val_loss: 0.0311766 | Time: 10049.8 ms [2021-05-29 16:37:20 main:574] : INFO : Epoch 1543 | loss: 0.0311729 | val_loss: 0.0311767 | Time: 10643.4 ms [2021-05-29 16:37:31 main:574] : INFO : Epoch 1544 | loss: 0.0311729 | val_loss: 0.0311753 | Time: 10902.5 ms [2021-05-29 16:37:41 main:574] : INFO : Epoch 1545 | loss: 0.031173 | val_loss: 0.0311743 | Time: 10174.8 ms [2021-05-29 16:37:52 main:574] : INFO : Epoch 1546 | loss: 0.0311706 | val_loss: 0.0311748 | Time: 10691 ms [2021-05-29 16:38:03 main:574] : INFO : Epoch 1547 | loss: 0.0311709 | val_loss: 0.0311744 | Time: 10290.1 ms [2021-05-29 16:38:14 main:574] : INFO : Epoch 1548 | loss: 0.0311719 | val_loss: 0.0311755 | Time: 11207.3 ms [2021-05-29 16:38:24 main:574] : INFO : Epoch 1549 | loss: 0.0311727 | val_loss: 0.0311733 | Time: 10528.5 ms [2021-05-29 16:38:35 main:574] : INFO : Epoch 1550 | loss: 0.0311711 | val_loss: 0.0311761 | Time: 10123.4 ms [2021-05-29 16:38:44 main:574] : INFO : Epoch 1551 | loss: 0.0311789 | val_loss: 0.0311863 | Time: 9804.75 ms [2021-05-29 16:38:56 main:574] : INFO : Epoch 1552 | loss: 0.0311728 | val_loss: 0.0311748 | Time: 11419.7 ms [2021-05-29 16:39:07 main:574] : INFO : Epoch 1553 | loss: 0.0311689 | val_loss: 0.0311742 | Time: 10977.8 ms [2021-05-29 16:39:18 main:574] : INFO : Epoch 1554 | loss: 0.0311696 | val_loss: 0.031174 | Time: 10761.1 ms [2021-05-29 16:39:28 main:574] : INFO : Epoch 1555 | loss: 0.0311686 | val_loss: 0.0311735 | Time: 10768.2 ms [2021-05-29 16:39:39 main:574] : INFO : Epoch 1556 | loss: 0.0311689 | val_loss: 0.0311732 | Time: 10739.9 ms [2021-05-29 16:39:49 main:574] : INFO : Epoch 1557 | loss: 0.0311692 | val_loss: 0.0311774 | Time: 9823.88 ms [2021-05-29 16:40:00 main:574] : INFO : Epoch 1558 | loss: 0.0311688 | val_loss: 0.0311736 | Time: 10587.6 ms [2021-05-29 16:40:11 main:574] : INFO : Epoch 1559 | loss: 0.0311704 | val_loss: 0.0311731 | Time: 10710.5 ms [2021-05-29 16:40:22 main:574] : INFO : Epoch 1560 | loss: 0.0311687 | val_loss: 0.0311784 | Time: 10946.4 ms [2021-05-29 16:40:33 main:574] : INFO : Epoch 1561 | loss: 0.0311758 | val_loss: 0.0311856 | Time: 11369.1 ms [2021-05-29 16:40:44 main:574] : INFO : Epoch 1562 | loss: 0.0311735 | val_loss: 0.0311813 | Time: 10556.9 ms [2021-05-29 16:40:55 main:574] : INFO : Epoch 1563 | loss: 0.031172 | val_loss: 0.0311729 | Time: 11051.5 ms [2021-05-29 16:41:06 main:574] : INFO : Epoch 1564 | loss: 0.0311675 | val_loss: 0.0311734 | Time: 11056.9 ms [2021-05-29 16:41:17 main:574] : INFO : Epoch 1565 | loss: 0.0311692 | val_loss: 0.0311736 | Time: 11371.2 ms [2021-05-29 16:41:28 main:574] : INFO : Epoch 1566 | loss: 0.0311689 | val_loss: 0.0311748 | Time: 10675.3 ms [2021-05-29 16:41:39 main:574] : INFO : Epoch 1567 | loss: 0.0311688 | val_loss: 0.0311725 | Time: 11043.1 ms [2021-05-29 16:41:50 main:574] : INFO : Epoch 1568 | loss: 0.0311673 | val_loss: 0.0311758 | Time: 10484.7 ms [2021-05-29 16:42:00 main:574] : INFO : Epoch 1569 | loss: 0.0311678 | val_loss: 0.0311741 | Time: 10566.3 ms [2021-05-29 16:42:11 main:574] : INFO : Epoch 1570 | loss: 0.0311707 | val_loss: 0.0311743 | Time: 10958.2 ms [2021-05-29 16:42:22 main:574] : INFO : Epoch 1571 | loss: 0.0311686 | val_loss: 0.0311735 | Time: 10553.2 ms [2021-05-29 16:42:33 main:574] : INFO : Epoch 1572 | loss: 0.0311677 | val_loss: 0.0311729 | Time: 11144.8 ms [2021-05-29 16:42:44 main:574] : INFO : Epoch 1573 | loss: 0.0311677 | val_loss: 0.0311734 | Time: 10539.7 ms [2021-05-29 16:42:55 main:574] : INFO : Epoch 1574 | loss: 0.0311667 | val_loss: 0.0311768 | Time: 10922.5 ms [2021-05-29 16:43:05 main:574] : INFO : Epoch 1575 | loss: 0.0311688 | val_loss: 0.0311745 | Time: 10262.2 ms [2021-05-29 16:43:16 main:574] : INFO : Epoch 1576 | loss: 0.0311669 | val_loss: 0.0311735 | Time: 10919.5 ms [2021-05-29 16:43:27 main:574] : INFO : Epoch 1577 | loss: 0.0311678 | val_loss: 0.0311732 | Time: 10589 ms [2021-05-29 16:43:37 main:574] : INFO : Epoch 1578 | loss: 0.0311719 | val_loss: 0.0311776 | Time: 10443.3 ms [2021-05-29 16:43:49 main:574] : INFO : Epoch 1579 | loss: 0.0311687 | val_loss: 0.0311765 | Time: 11462.2 ms [2021-05-29 16:43:59 main:574] : INFO : Epoch 1580 | loss: 0.0311683 | val_loss: 0.0311736 | Time: 10218.7 ms [2021-05-29 16:44:09 main:574] : INFO : Epoch 1581 | loss: 0.0311677 | val_loss: 0.0311733 | Time: 10602.4 ms [2021-05-29 16:44:19 main:574] : INFO : Epoch 1582 | loss: 0.0311676 | val_loss: 0.0311745 | Time: 9426.6 ms [2021-05-29 16:44:29 main:574] : INFO : Epoch 1583 | loss: 0.0311687 | val_loss: 0.0311744 | Time: 10093.8 ms [2021-05-29 16:44:40 main:574] : INFO : Epoch 1584 | loss: 0.0311741 | val_loss: 0.0311742 | Time: 11345.7 ms [2021-05-29 16:44:52 main:574] : INFO : Epoch 1585 | loss: 0.0311698 | val_loss: 0.0311752 | Time: 11491 ms [2021-05-29 16:45:03 main:574] : INFO : Epoch 1586 | loss: 0.0311661 | val_loss: 0.0311726 | Time: 11187.2 ms [2021-05-29 16:45:14 main:574] : INFO : Epoch 1587 | loss: 0.0311699 | val_loss: 0.031182 | Time: 10728.5 ms [2021-05-29 16:45:24 main:574] : INFO : Epoch 1588 | loss: 0.0311692 | val_loss: 0.031175 | Time: 10230 ms [2021-05-29 16:45:36 main:574] : INFO : Epoch 1589 | loss: 0.0311667 | val_loss: 0.0311737 | Time: 11246.7 ms [2021-05-29 16:45:47 main:574] : INFO : Epoch 1590 | loss: 0.0311685 | val_loss: 0.0311724 | Time: 10968.7 ms [2021-05-29 16:45:57 main:574] : INFO : Epoch 1591 | loss: 0.03117 | val_loss: 0.0311764 | Time: 10599.8 ms [2021-05-29 16:46:08 main:574] : INFO : Epoch 1592 | loss: 0.0311726 | val_loss: 0.0311794 | Time: 11051.7 ms [2021-05-29 16:46:19 main:574] : INFO : Epoch 1593 | loss: 0.0311737 | val_loss: 0.0311774 | Time: 10785.9 ms [2021-05-29 16:46:30 main:574] : INFO : Epoch 1594 | loss: 0.0311738 | val_loss: 0.0311749 | Time: 10573.2 ms [2021-05-29 16:46:41 main:574] : INFO : Epoch 1595 | loss: 0.0311693 | val_loss: 0.0311738 | Time: 11045.1 ms [2021-05-29 16:46:52 main:574] : INFO : Epoch 1596 | loss: 0.0311678 | val_loss: 0.0311751 | Time: 10695.9 ms [2021-05-29 16:47:02 main:574] : INFO : Epoch 1597 | loss: 0.031168 | val_loss: 0.0311733 | Time: 10733.3 ms [2021-05-29 16:47:13 main:574] : INFO : Epoch 1598 | loss: 0.0311675 | val_loss: 0.0311743 | Time: 10117.4 ms [2021-05-29 16:47:23 main:574] : INFO : Epoch 1599 | loss: 0.0311691 | val_loss: 0.0311751 | Time: 10299.8 ms [2021-05-29 16:47:33 main:574] : INFO : Epoch 1600 | loss: 0.0311691 | val_loss: 0.0311745 | Time: 10361.7 ms [2021-05-29 16:47:44 main:574] : INFO : Epoch 1601 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 10115.7 ms [2021-05-29 16:47:55 main:574] : INFO : Epoch 1602 | loss: 0.0311687 | val_loss: 0.0311823 | Time: 11035.4 ms [2021-05-29 16:48:06 main:574] : INFO : Epoch 1603 | loss: 0.0311706 | val_loss: 0.0311759 | Time: 10893 ms [2021-05-29 16:48:16 main:574] : INFO : Epoch 1604 | loss: 0.0311676 | val_loss: 0.031175 | Time: 10691 ms [2021-05-29 16:48:27 main:574] : INFO : Epoch 1605 | loss: 0.031168 | val_loss: 0.0311766 | Time: 10552.6 ms [2021-05-29 16:48:38 main:574] : INFO : Epoch 1606 | loss: 0.0311686 | val_loss: 0.0311746 | Time: 10759.8 ms [2021-05-29 16:48:48 main:574] : INFO : Epoch 1607 | loss: 0.0311699 | val_loss: 0.031182 | Time: 10440.3 ms [2021-05-29 16:48:59 main:574] : INFO : Epoch 1608 | loss: 0.0311713 | val_loss: 0.0311827 | Time: 10230.1 ms [2021-05-29 16:49:09 main:574] : INFO : Epoch 1609 | loss: 0.0311747 | val_loss: 0.0311827 | Time: 10369.4 ms [2021-05-29 16:49:20 main:574] : INFO : Epoch 1610 | loss: 0.0311699 | val_loss: 0.0311776 | Time: 10532.3 ms [2021-05-29 16:49:30 main:574] : INFO : Epoch 1611 | loss: 0.0311692 | val_loss: 0.0311741 | Time: 10032.1 ms [2021-05-29 16:49:40 main:574] : INFO : Epoch 1612 | loss: 0.0311684 | val_loss: 0.0311758 | Time: 10562.9 ms [2021-05-29 16:49:50 main:574] : INFO : Epoch 1613 | loss: 0.0311677 | val_loss: 0.0311799 | Time: 10171.6 ms [2021-05-29 16:50:02 main:574] : INFO : Epoch 1614 | loss: 0.0311668 | val_loss: 0.031174 | Time: 11621.5 ms [2021-05-29 16:50:13 main:574] : INFO : Epoch 1615 | loss: 0.0311725 | val_loss: 0.0311797 | Time: 10764.6 ms [2021-05-29 16:50:24 main:574] : INFO : Epoch 1616 | loss: 0.0311731 | val_loss: 0.0311821 | Time: 10870.8 ms [2021-05-29 16:50:35 main:574] : INFO : Epoch 1617 | loss: 0.0311729 | val_loss: 0.0311735 | Time: 10830.9 ms [2021-05-29 16:50:45 main:574] : INFO : Epoch 1618 | loss: 0.031169 | val_loss: 0.0311757 | Time: 10626.2 ms [2021-05-29 16:50:56 main:574] : INFO : Epoch 1619 | loss: 0.0311675 | val_loss: 0.0311729 | Time: 10797.6 ms [2021-05-29 16:51:07 main:574] : INFO : Epoch 1620 | loss: 0.0311682 | val_loss: 0.0311755 | Time: 10944.8 ms [2021-05-29 16:51:18 main:574] : INFO : Epoch 1621 | loss: 0.0311666 | val_loss: 0.0311726 | Time: 10877.5 ms [2021-05-29 16:51:29 main:574] : INFO : Epoch 1622 | loss: 0.0311664 | val_loss: 0.0311718 | Time: 10401.2 ms [2021-05-29 16:51:39 main:574] : INFO : Epoch 1623 | loss: 0.0311675 | val_loss: 0.031173 | Time: 10565.3 ms [2021-05-29 16:51:50 main:574] : INFO : Epoch 1624 | loss: 0.0311682 | val_loss: 0.0311833 | Time: 10816.9 ms [2021-05-29 16:52:01 main:574] : INFO : Epoch 1625 | loss: 0.0311714 | val_loss: 0.0311751 | Time: 10631.7 ms [2021-05-29 16:52:12 main:574] : INFO : Epoch 1626 | loss: 0.0311698 | val_loss: 0.031174 | Time: 11195.1 ms [2021-05-29 16:52:23 main:574] : INFO : Epoch 1627 | loss: 0.0311668 | val_loss: 0.0311728 | Time: 10725.9 ms [2021-05-29 16:52:34 main:574] : INFO : Epoch 1628 | loss: 0.0311705 | val_loss: 0.0311778 | Time: 10826.8 ms [2021-05-29 16:52:45 main:574] : INFO : Epoch 1629 | loss: 0.0311721 | val_loss: 0.0311798 | Time: 10954.5 ms [2021-05-29 16:52:55 main:574] : INFO : Epoch 1630 | loss: 0.0311686 | val_loss: 0.0311742 | Time: 10001.7 ms [2021-05-29 16:53:05 main:574] : INFO : Epoch 1631 | loss: 0.0311679 | val_loss: 0.0311835 | Time: 10673.4 ms [2021-05-29 16:53:16 main:574] : INFO : Epoch 1632 | loss: 0.0311693 | val_loss: 0.0311726 | Time: 10405.1 ms [2021-05-29 16:53:28 main:574] : INFO : Epoch 1633 | loss: 0.0311729 | val_loss: 0.0311817 | Time: 11546 ms [2021-05-29 16:53:38 main:574] : INFO : Epoch 1634 | loss: 0.0311716 | val_loss: 0.0311894 | Time: 10588.2 ms [2021-05-29 16:53:50 main:574] : INFO : Epoch 1635 | loss: 0.0311729 | val_loss: 0.0311726 | Time: 11406.8 ms [2021-05-29 16:54:00 main:574] : INFO : Epoch 1636 | loss: 0.0311665 | val_loss: 0.0311799 | Time: 10620.6 ms [2021-05-29 16:54:11 main:574] : INFO : Epoch 1637 | loss: 0.0311689 | val_loss: 0.0311717 | Time: 10786.8 ms [2021-05-29 16:54:22 main:574] : INFO : Epoch 1638 | loss: 0.0311681 | val_loss: 0.0311746 | Time: 10868.3 ms [2021-05-29 16:54:32 main:574] : INFO : Epoch 1639 | loss: 0.031169 | val_loss: 0.0311795 | Time: 10007.7 ms [2021-05-29 16:54:42 main:574] : INFO : Epoch 1640 | loss: 0.0311686 | val_loss: 0.0311722 | Time: 10096.7 ms [2021-05-29 16:54:52 main:574] : INFO : Epoch 1641 | loss: 0.0311661 | val_loss: 0.0311749 | Time: 9756.98 ms [2021-05-29 16:55:03 main:574] : INFO : Epoch 1642 | loss: 0.0311689 | val_loss: 0.0311893 | Time: 11002.4 ms [2021-05-29 16:55:14 main:574] : INFO : Epoch 1643 | loss: 0.0311707 | val_loss: 0.0311803 | Time: 11004.1 ms [2021-05-29 16:55:25 main:574] : INFO : Epoch 1644 | loss: 0.031171 | val_loss: 0.0311728 | Time: 10801.9 ms [2021-05-29 16:55:35 main:574] : INFO : Epoch 1645 | loss: 0.0311662 | val_loss: 0.0311754 | Time: 10109 ms [2021-05-29 16:55:46 main:574] : INFO : Epoch 1646 | loss: 0.0311698 | val_loss: 0.0311761 | Time: 10780.1 ms [2021-05-29 16:55:57 main:574] : INFO : Epoch 1647 | loss: 0.0311709 | val_loss: 0.0311709 | Time: 10469.2 ms [2021-05-29 16:56:07 main:574] : INFO : Epoch 1648 | loss: 0.0311732 | val_loss: 0.0311748 | Time: 10900.1 ms [2021-05-29 16:56:18 main:574] : INFO : Epoch 1649 | loss: 0.0311695 | val_loss: 0.0312006 | Time: 10283.6 ms [2021-05-29 16:56:29 main:574] : INFO : Epoch 1650 | loss: 0.0311757 | val_loss: 0.0311771 | Time: 10869.3 ms [2021-05-29 16:56:40 main:574] : INFO : Epoch 1651 | loss: 0.0311676 | val_loss: 0.0311726 | Time: 10784.8 ms [2021-05-29 16:56:51 main:574] : INFO : Epoch 1652 | loss: 0.0311682 | val_loss: 0.0311744 | Time: 10977.2 ms [2021-05-29 16:57:02 main:574] : INFO : Epoch 1653 | loss: 0.0311656 | val_loss: 0.0311712 | Time: 10962.6 ms [2021-05-29 16:57:12 main:574] : INFO : Epoch 1654 | loss: 0.0311652 | val_loss: 0.0311725 | Time: 10449.4 ms [2021-05-29 16:57:23 main:574] : INFO : Epoch 1655 | loss: 0.0311691 | val_loss: 0.0311779 | Time: 10717.8 ms [2021-05-29 16:57:34 main:574] : INFO : Epoch 1656 | loss: 0.0311761 | val_loss: 0.0311872 | Time: 11400.4 ms [2021-05-29 16:57:45 main:574] : INFO : Epoch 1657 | loss: 0.0311718 | val_loss: 0.0311717 | Time: 10886.6 ms [2021-05-29 16:57:56 main:574] : INFO : Epoch 1658 | loss: 0.03117 | val_loss: 0.0311741 | Time: 10418.3 ms [2021-05-29 16:58:06 main:574] : INFO : Epoch 1659 | loss: 0.0311663 | val_loss: 0.0311727 | Time: 10413.2 ms [2021-05-29 16:58:17 main:574] : INFO : Epoch 1660 | loss: 0.0311641 | val_loss: 0.0311704 | Time: 11054.1 ms [2021-05-29 16:58:28 main:574] : INFO : Epoch 1661 | loss: 0.0311656 | val_loss: 0.0311724 | Time: 10839.7 ms [2021-05-29 16:58:40 main:574] : INFO : Epoch 1662 | loss: 0.0311682 | val_loss: 0.0311748 | Time: 11540.5 ms [2021-05-29 16:58:51 main:574] : INFO : Epoch 1663 | loss: 0.0311678 | val_loss: 0.031176 | Time: 10575 ms [2021-05-29 16:59:02 main:574] : INFO : Epoch 1664 | loss: 0.0311685 | val_loss: 0.0311761 | Time: 11002.4 ms [2021-05-29 16:59:12 main:574] : INFO : Epoch 1665 | loss: 0.0311653 | val_loss: 0.0311715 | Time: 10527.1 ms [2021-05-29 16:59:23 main:574] : INFO : Epoch 1666 | loss: 0.0311651 | val_loss: 0.0311725 | Time: 10731 ms [2021-05-29 16:59:34 main:574] : INFO : Epoch 1667 | loss: 0.0311657 | val_loss: 0.0311778 | Time: 10657.4 ms [2021-05-29 16:59:44 main:574] : INFO : Epoch 1668 | loss: 0.0311742 | val_loss: 0.0311897 | Time: 10721.5 ms [2021-05-29 16:59:55 main:574] : INFO : Epoch 1669 | loss: 0.0311691 | val_loss: 0.0311757 | Time: 10471 ms [2021-05-29 17:00:06 main:574] : INFO : Epoch 1670 | loss: 0.0311669 | val_loss: 0.0311721 | Time: 10639.3 ms [2021-05-29 17:00:16 main:574] : INFO : Epoch 1671 | loss: 0.0311681 | val_loss: 0.0311776 | Time: 9846.01 ms [2021-05-29 17:00:26 main:574] : INFO : Epoch 1672 | loss: 0.0311718 | val_loss: 0.0311818 | Time: 10668.7 ms [2021-05-29 17:00:38 main:574] : INFO : Epoch 1673 | loss: 0.0311704 | val_loss: 0.0311834 | Time: 11658.1 ms [2021-05-29 17:00:48 main:574] : INFO : Epoch 1674 | loss: 0.0311688 | val_loss: 0.0311725 | Time: 10391.5 ms [2021-05-29 17:00:59 main:574] : INFO : Epoch 1675 | loss: 0.0311651 | val_loss: 0.031172 | Time: 10919.5 ms [2021-05-29 17:01:09 main:574] : INFO : Epoch 1676 | loss: 0.0311692 | val_loss: 0.031172 | Time: 9895.82 ms [2021-05-29 17:01:20 main:574] : INFO : Epoch 1677 | loss: 0.031168 | val_loss: 0.0311728 | Time: 10522.2 ms [2021-05-29 17:01:30 main:574] : INFO : Epoch 1678 | loss: 0.0311647 | val_loss: 0.0311716 | Time: 10465.9 ms [2021-05-29 17:01:42 main:574] : INFO : Epoch 1679 | loss: 0.0311674 | val_loss: 0.0311735 | Time: 11234.7 ms [2021-05-29 17:01:52 main:574] : INFO : Epoch 1680 | loss: 0.0311698 | val_loss: 0.0311737 | Time: 10639 ms [2021-05-29 17:02:03 main:574] : INFO : Epoch 1681 | loss: 0.0311674 | val_loss: 0.0311732 | Time: 11049.8 ms [2021-05-29 17:02:14 main:574] : INFO : Epoch 1682 | loss: 0.0311656 | val_loss: 0.0311712 | Time: 10704.4 ms [2021-05-29 17:02:25 main:574] : INFO : Epoch 1683 | loss: 0.0311718 | val_loss: 0.0311746 | Time: 10802.1 ms [2021-05-29 17:02:36 main:574] : INFO : Epoch 1684 | loss: 0.0311719 | val_loss: 0.0311862 | Time: 10728 ms [2021-05-29 17:02:46 main:574] : INFO : Epoch 1685 | loss: 0.031171 | val_loss: 0.0311738 | Time: 10295.4 ms [2021-05-29 17:02:57 main:574] : INFO : Epoch 1686 | loss: 0.0311679 | val_loss: 0.0311743 | Time: 10701.4 ms [2021-05-29 17:03:07 main:574] : INFO : Epoch 1687 | loss: 0.0311678 | val_loss: 0.0311716 | Time: 10535.1 ms [2021-05-29 17:03:18 main:574] : INFO : Epoch 1688 | loss: 0.0311718 | val_loss: 0.0311824 | Time: 10753.8 ms [2021-05-29 17:03:29 main:574] : INFO : Epoch 1689 | loss: 0.0311681 | val_loss: 0.0311727 | Time: 10573.7 ms [2021-05-29 17:03:39 main:574] : INFO : Epoch 1690 | loss: 0.031167 | val_loss: 0.0311746 | Time: 10096.5 ms [2021-05-29 17:03:49 main:574] : INFO : Epoch 1691 | loss: 0.0311656 | val_loss: 0.0311747 | Time: 9759.23 ms [2021-05-29 17:04:00 main:574] : INFO : Epoch 1692 | loss: 0.0311659 | val_loss: 0.0311749 | Time: 10724 ms [2021-05-29 17:04:10 main:574] : INFO : Epoch 1693 | loss: 0.0311667 | val_loss: 0.0311772 | Time: 10581.4 ms [2021-05-29 17:04:21 main:574] : INFO : Epoch 1694 | loss: 0.0311673 | val_loss: 0.0311797 | Time: 10644.1 ms [2021-05-29 17:04:32 main:574] : INFO : Epoch 1695 | loss: 0.0311682 | val_loss: 0.0311736 | Time: 10805.1 ms [2021-05-29 17:04:43 main:574] : INFO : Epoch 1696 | loss: 0.0311674 | val_loss: 0.0311769 | Time: 10713.8 ms [2021-05-29 17:04:53 main:574] : INFO : Epoch 1697 | loss: 0.0311671 | val_loss: 0.0311777 | Time: 10396.5 ms [2021-05-29 17:05:04 main:574] : INFO : Epoch 1698 | loss: 0.0311684 | val_loss: 0.03119 | Time: 10539 ms [2021-05-29 17:05:15 main:574] : INFO : Epoch 1699 | loss: 0.031173 | val_loss: 0.0311716 | Time: 11107.9 ms [2021-05-29 17:05:25 main:574] : INFO : Epoch 1700 | loss: 0.0311734 | val_loss: 0.0311785 | Time: 10340.6 ms [2021-05-29 17:05:36 main:574] : INFO : Epoch 1701 | loss: 0.0311669 | val_loss: 0.0311788 | Time: 10761.6 ms [2021-05-29 17:05:47 main:574] : INFO : Epoch 1702 | loss: 0.0311654 | val_loss: 0.0311763 | Time: 11160.5 ms [2021-05-29 17:05:58 main:574] : INFO : Epoch 1703 | loss: 0.0311675 | val_loss: 0.0311726 | Time: 10542.8 ms [2021-05-29 17:06:09 main:574] : INFO : Epoch 1704 | loss: 0.0311658 | val_loss: 0.0311725 | Time: 10652.9 ms [2021-05-29 17:06:19 main:574] : INFO : Epoch 1705 | loss: 0.0311667 | val_loss: 0.031183 | Time: 10839.6 ms [2021-05-29 17:06:30 main:574] : INFO : Epoch 1706 | loss: 0.0311698 | val_loss: 0.0311739 | Time: 10217.5 ms [2021-05-29 17:06:40 main:574] : INFO : Epoch 1707 | loss: 0.0311679 | val_loss: 0.0311761 | Time: 10203.3 ms [2021-05-29 17:06:52 main:574] : INFO : Epoch 1708 | loss: 0.0311656 | val_loss: 0.0311773 | Time: 12031.1 ms [2021-05-29 17:07:02 main:574] : INFO : Epoch 1709 | loss: 0.0311692 | val_loss: 0.0311834 | Time: 10472.3 ms [2021-05-29 17:07:13 main:574] : INFO : Epoch 1710 | loss: 0.0311671 | val_loss: 0.0311918 | Time: 10419.3 ms [2021-05-29 17:07:23 main:574] : INFO : Epoch 1711 | loss: 0.0311748 | val_loss: 0.0311888 | Time: 10009.3 ms [2021-05-29 17:07:34 main:574] : INFO : Epoch 1712 | loss: 0.0311795 | val_loss: 0.031176 | Time: 10868.8 ms [2021-05-29 17:07:44 main:574] : INFO : Epoch 1713 | loss: 0.0311665 | val_loss: 0.0311728 | Time: 10063.2 ms [2021-05-29 17:07:55 main:574] : INFO : Epoch 1714 | loss: 0.031165 | val_loss: 0.0311746 | Time: 10863.7 ms [2021-05-29 17:08:05 main:574] : INFO : Epoch 1715 | loss: 0.0311648 | val_loss: 0.0311712 | Time: 10455.9 ms [2021-05-29 17:08:16 main:574] : INFO : Epoch 1716 | loss: 0.0311652 | val_loss: 0.0311779 | Time: 10275.8 ms [2021-05-29 17:08:27 main:574] : INFO : Epoch 1717 | loss: 0.031169 | val_loss: 0.0311745 | Time: 10797.4 ms [2021-05-29 17:08:38 main:574] : INFO : Epoch 1718 | loss: 0.0311722 | val_loss: 0.0311837 | Time: 11674 ms [2021-05-29 17:08:50 main:574] : INFO : Epoch 1719 | loss: 0.0311699 | val_loss: 0.0311825 | Time: 11497.1 ms [2021-05-29 17:09:01 main:574] : INFO : Epoch 1720 | loss: 0.0311689 | val_loss: 0.0311786 | Time: 10743.4 ms [2021-05-29 17:09:11 main:574] : INFO : Epoch 1721 | loss: 0.031168 | val_loss: 0.0311819 | Time: 10327.5 ms [2021-05-29 17:09:22 main:574] : INFO : Epoch 1722 | loss: 0.0311725 | val_loss: 0.0311743 | Time: 10436.9 ms [2021-05-29 17:09:32 main:574] : INFO : Epoch 1723 | loss: 0.031167 | val_loss: 0.031193 | Time: 10599.3 ms [2021-05-29 17:09:44 main:574] : INFO : Epoch 1724 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 11429.4 ms [2021-05-29 17:09:55 main:574] : INFO : Epoch 1725 | loss: 0.0311687 | val_loss: 0.0311851 | Time: 10684.2 ms [2021-05-29 17:10:05 main:574] : INFO : Epoch 1726 | loss: 0.0311722 | val_loss: 0.0311794 | Time: 10628.5 ms [2021-05-29 17:10:15 main:574] : INFO : Epoch 1727 | loss: 0.0311682 | val_loss: 0.031179 | Time: 9415.55 ms [2021-05-29 17:10:25 main:574] : INFO : Epoch 1728 | loss: 0.0311661 | val_loss: 0.0311726 | Time: 10628.3 ms [2021-05-29 17:10:36 main:574] : INFO : Epoch 1729 | loss: 0.0311674 | val_loss: 0.0311732 | Time: 10976.5 ms [2021-05-29 17:10:47 main:574] : INFO : Epoch 1730 | loss: 0.031164 | val_loss: 0.0311741 | Time: 10551.1 ms [2021-05-29 17:10:57 main:574] : INFO : Epoch 1731 | loss: 0.0311663 | val_loss: 0.0311804 | Time: 10160.3 ms [2021-05-29 17:11:07 main:574] : INFO : Epoch 1732 | loss: 0.0311658 | val_loss: 0.0311729 | Time: 9993.33 ms [2021-05-29 17:11:18 main:574] : INFO : Epoch 1733 | loss: 0.0311629 | val_loss: 0.0311718 | Time: 10870.2 ms [2021-05-29 17:11:28 main:574] : INFO : Epoch 1734 | loss: 0.031167 | val_loss: 0.0311713 | Time: 10158.7 ms [2021-05-29 17:11:39 main:574] : INFO : Epoch 1735 | loss: 0.0311753 | val_loss: 0.0311813 | Time: 10313.2 ms [2021-05-29 17:11:49 main:574] : INFO : Epoch 1736 | loss: 0.0311694 | val_loss: 0.0311752 | Time: 10291.4 ms [2021-05-29 17:12:00 main:574] : INFO : Epoch 1737 | loss: 0.0311652 | val_loss: 0.0311766 | Time: 10920.3 ms [2021-05-29 17:12:10 main:574] : INFO : Epoch 1738 | loss: 0.0311655 | val_loss: 0.0311817 | Time: 10191.5 ms [2021-05-29 17:12:21 main:574] : INFO : Epoch 1739 | loss: 0.0311695 | val_loss: 0.0311892 | Time: 10812 ms [2021-05-29 17:12:32 main:574] : INFO : Epoch 1740 | loss: 0.0311726 | val_loss: 0.0311927 | Time: 10356.8 ms [2021-05-29 17:12:43 main:574] : INFO : Epoch 1741 | loss: 0.0311698 | val_loss: 0.0311784 | Time: 11050.6 ms [2021-05-29 17:12:53 main:574] : INFO : Epoch 1742 | loss: 0.0311652 | val_loss: 0.0311756 | Time: 9790.26 ms [2021-05-29 17:13:04 main:574] : INFO : Epoch 1743 | loss: 0.0311628 | val_loss: 0.0311701 | Time: 10896.8 ms [2021-05-29 17:13:15 main:574] : INFO : Epoch 1744 | loss: 0.0311634 | val_loss: 0.0311733 | Time: 11047.2 ms [2021-05-29 17:13:25 main:574] : INFO : Epoch 1745 | loss: 0.0311679 | val_loss: 0.0311772 | Time: 10471.8 ms [2021-05-29 17:13:36 main:574] : INFO : Epoch 1746 | loss: 0.0311715 | val_loss: 0.0311731 | Time: 10820.6 ms [2021-05-29 17:13:47 main:574] : INFO : Epoch 1747 | loss: 0.0311758 | val_loss: 0.0311834 | Time: 11337.9 ms [2021-05-29 17:13:58 main:574] : INFO : Epoch 1748 | loss: 0.0311691 | val_loss: 0.0311738 | Time: 10720.3 ms [2021-05-29 17:14:09 main:574] : INFO : Epoch 1749 | loss: 0.0311677 | val_loss: 0.0311731 | Time: 10901.6 ms [2021-05-29 17:14:21 main:574] : INFO : Epoch 1750 | loss: 0.031165 | val_loss: 0.0311717 | Time: 11309 ms [2021-05-29 17:14:31 main:574] : INFO : Epoch 1751 | loss: 0.0311687 | val_loss: 0.0311715 | Time: 10394.3 ms [2021-05-29 17:14:42 main:574] : INFO : Epoch 1752 | loss: 0.031168 | val_loss: 0.0311766 | Time: 10860.1 ms [2021-05-29 17:14:52 main:574] : INFO : Epoch 1753 | loss: 0.0311657 | val_loss: 0.0311709 | Time: 10390.3 ms [2021-05-29 17:15:04 main:574] : INFO : Epoch 1754 | loss: 0.031165 | val_loss: 0.0311723 | Time: 11376.3 ms [2021-05-29 17:15:14 main:574] : INFO : Epoch 1755 | loss: 0.0311633 | val_loss: 0.0311728 | Time: 10719.4 ms [2021-05-29 17:15:25 main:574] : INFO : Epoch 1756 | loss: 0.0311639 | val_loss: 0.0311719 | Time: 10362.8 ms [2021-05-29 17:15:35 main:574] : INFO : Epoch 1757 | loss: 0.0311706 | val_loss: 0.0311766 | Time: 10237.2 ms [2021-05-29 17:15:46 main:574] : INFO : Epoch 1758 | loss: 0.031171 | val_loss: 0.0311755 | Time: 11135.9 ms [2021-05-29 17:15:57 main:574] : INFO : Epoch 1759 | loss: 0.0311715 | val_loss: 0.0311814 | Time: 10970.5 ms [2021-05-29 17:16:08 main:574] : INFO : Epoch 1760 | loss: 0.0311675 | val_loss: 0.0311704 | Time: 10396.1 ms [2021-05-29 17:16:18 main:574] : INFO : Epoch 1761 | loss: 0.0311675 | val_loss: 0.0311758 | Time: 10460.6 ms [2021-05-29 17:16:30 main:574] : INFO : Epoch 1762 | loss: 0.0311705 | val_loss: 0.0311745 | Time: 11413.6 ms [2021-05-29 17:16:41 main:574] : INFO : Epoch 1763 | loss: 0.0311683 | val_loss: 0.0311788 | Time: 10693.7 ms [2021-05-29 17:16:52 main:574] : INFO : Epoch 1764 | loss: 0.0311725 | val_loss: 0.0311741 | Time: 11178.5 ms [2021-05-29 17:17:03 main:574] : INFO : Epoch 1765 | loss: 0.0311722 | val_loss: 0.031177 | Time: 11033.8 ms [2021-05-29 17:17:13 main:574] : INFO : Epoch 1766 | loss: 0.0311708 | val_loss: 0.0311731 | Time: 10091.6 ms [2021-05-29 17:17:24 main:574] : INFO : Epoch 1767 | loss: 0.0311703 | val_loss: 0.0311781 | Time: 10969 ms [2021-05-29 17:17:35 main:574] : INFO : Epoch 1768 | loss: 0.0311693 | val_loss: 0.0311717 | Time: 10739 ms [2021-05-29 17:17:46 main:574] : INFO : Epoch 1769 | loss: 0.0311686 | val_loss: 0.0311722 | Time: 10994.8 ms [2021-05-29 17:17:57 main:574] : INFO : Epoch 1770 | loss: 0.0311675 | val_loss: 0.0311752 | Time: 10704.4 ms [2021-05-29 17:18:07 main:574] : INFO : Epoch 1771 | loss: 0.0311662 | val_loss: 0.0311734 | Time: 10646.8 ms [2021-05-29 17:18:18 main:574] : INFO : Epoch 1772 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 11203.2 ms [2021-05-29 17:18:29 main:574] : INFO : Epoch 1773 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 10161.3 ms [2021-05-29 17:18:39 main:574] : INFO : Epoch 1774 | loss: 0.0311687 | val_loss: 0.0311782 | Time: 10475.2 ms [2021-05-29 17:18:50 main:574] : INFO : Epoch 1775 | loss: 0.0311697 | val_loss: 0.0311817 | Time: 10836.7 ms [2021-05-29 17:19:02 main:574] : INFO : Epoch 1776 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 11516.5 ms [2021-05-29 17:19:12 main:574] : INFO : Epoch 1777 | loss: 0.0311738 | val_loss: 0.0311838 | Time: 10818.7 ms [2021-05-29 17:19:23 main:574] : INFO : Epoch 1778 | loss: 0.0311741 | val_loss: 0.0311807 | Time: 10510.1 ms [2021-05-29 17:19:35 main:574] : INFO : Epoch 1779 | loss: 0.031172 | val_loss: 0.0311812 | Time: 11436.2 ms [2021-05-29 17:19:46 main:574] : INFO : Epoch 1780 | loss: 0.0311722 | val_loss: 0.0311769 | Time: 11071.3 ms [2021-05-29 17:19:57 main:574] : INFO : Epoch 1781 | loss: 0.03117 | val_loss: 0.0311751 | Time: 11069.4 ms [2021-05-29 17:20:08 main:574] : INFO : Epoch 1782 | loss: 0.0311695 | val_loss: 0.0311797 | Time: 11175.8 ms [2021-05-29 17:20:18 main:574] : INFO : Epoch 1783 | loss: 0.0311713 | val_loss: 0.0311817 | Time: 10180.4 ms [2021-05-29 17:20:29 main:574] : INFO : Epoch 1784 | loss: 0.0311704 | val_loss: 0.0311832 | Time: 10757.1 ms [2021-05-29 17:20:40 main:574] : INFO : Epoch 1785 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 10869.1 ms [2021-05-29 17:20:51 main:574] : INFO : Epoch 1786 | loss: 0.0311715 | val_loss: 0.0311752 | Time: 11150.7 ms [2021-05-29 17:21:02 main:574] : INFO : Epoch 1787 | loss: 0.031166 | val_loss: 0.0311759 | Time: 10303.3 ms [2021-05-29 17:21:12 main:574] : INFO : Epoch 1788 | loss: 0.0311683 | val_loss: 0.0311732 | Time: 10224.5 ms [2021-05-29 17:21:22 main:574] : INFO : Epoch 1789 | loss: 0.0311698 | val_loss: 0.0311751 | Time: 10638.5 ms [2021-05-29 17:21:33 main:574] : INFO : Epoch 1790 | loss: 0.0311747 | val_loss: 0.0311841 | Time: 10279.5 ms [2021-05-29 17:21:43 main:574] : INFO : Epoch 1791 | loss: 0.03117 | val_loss: 0.0311793 | Time: 9942.23 ms [2021-05-29 17:21:54 main:574] : INFO : Epoch 1792 | loss: 0.0311668 | val_loss: 0.031177 | Time: 11060.1 ms [2021-05-29 17:22:05 main:574] : INFO : Epoch 1793 | loss: 0.0311658 | val_loss: 0.0311748 | Time: 10984.9 ms [2021-05-29 17:22:15 main:574] : INFO : Epoch 1794 | loss: 0.031166 | val_loss: 0.0311773 | Time: 10382.4 ms [2021-05-29 17:22:25 main:574] : INFO : Epoch 1795 | loss: 0.0311676 | val_loss: 0.0311768 | Time: 10076.7 ms [2021-05-29 17:22:36 main:574] : INFO : Epoch 1796 | loss: 0.0311655 | val_loss: 0.0311822 | Time: 10973.4 ms [2021-05-29 17:22:47 main:574] : INFO : Epoch 1797 | loss: 0.0311665 | val_loss: 0.0311759 | Time: 10840.4 ms [2021-05-29 17:22:58 main:574] : INFO : Epoch 1798 | loss: 0.0311673 | val_loss: 0.0311797 | Time: 10496.9 ms [2021-05-29 17:23:09 main:574] : INFO : Epoch 1799 | loss: 0.031169 | val_loss: 0.0311749 | Time: 10748.1 ms [2021-05-29 17:23:19 main:574] : INFO : Epoch 1800 | loss: 0.0311644 | val_loss: 0.0311762 | Time: 10663.3 ms [2021-05-29 17:23:29 main:574] : INFO : Epoch 1801 | loss: 0.0311643 | val_loss: 0.0311773 | Time: 10022.5 ms [2021-05-29 17:23:41 main:574] : INFO : Epoch 1802 | loss: 0.0311655 | val_loss: 0.0311758 | Time: 11351.9 ms [2021-05-29 17:23:51 main:574] : INFO : Epoch 1803 | loss: 0.031167 | val_loss: 0.0311776 | Time: 10256.1 ms [2021-05-29 17:24:01 main:574] : INFO : Epoch 1804 | loss: 0.031166 | val_loss: 0.0311732 | Time: 10192.7 ms [2021-05-29 17:24:12 main:574] : INFO : Epoch 1805 | loss: 0.0311638 | val_loss: 0.0311761 | Time: 10076.4 ms [2021-05-29 17:24:23 main:574] : INFO : Epoch 1806 | loss: 0.0311672 | val_loss: 0.0311772 | Time: 10962.5 ms [2021-05-29 17:24:33 main:574] : INFO : Epoch 1807 | loss: 0.031171 | val_loss: 0.0311819 | Time: 10679 ms [2021-05-29 17:24:43 main:574] : INFO : Epoch 1808 | loss: 0.0311837 | val_loss: 0.0311825 | Time: 9961.96 ms [2021-05-29 17:24:55 main:574] : INFO : Epoch 1809 | loss: 0.0311726 | val_loss: 0.0311754 | Time: 11175.9 ms [2021-05-29 17:25:05 main:574] : INFO : Epoch 1810 | loss: 0.0311662 | val_loss: 0.0311735 | Time: 10516.9 ms [2021-05-29 17:25:15 main:574] : INFO : Epoch 1811 | loss: 0.0311662 | val_loss: 0.0311721 | Time: 10341.8 ms [2021-05-29 17:25:27 main:574] : INFO : Epoch 1812 | loss: 0.0311656 | val_loss: 0.0311746 | Time: 11174.1 ms [2021-05-29 17:25:38 main:574] : INFO : Epoch 1813 | loss: 0.031163 | val_loss: 0.0311711 | Time: 10783.8 ms [2021-05-29 17:25:48 main:574] : INFO : Epoch 1814 | loss: 0.0311651 | val_loss: 0.0311729 | Time: 10490.5 ms [2021-05-29 17:26:00 main:574] : INFO : Epoch 1815 | loss: 0.0311683 | val_loss: 0.0311705 | Time: 11456.9 ms [2021-05-29 17:26:11 main:574] : INFO : Epoch 1816 | loss: 0.0311657 | val_loss: 0.031172 | Time: 11472.1 ms [2021-05-29 17:26:21 main:574] : INFO : Epoch 1817 | loss: 0.0311621 | val_loss: 0.031173 | Time: 9833.56 ms [2021-05-29 17:26:32 main:574] : INFO : Epoch 1818 | loss: 0.031164 | val_loss: 0.031177 | Time: 11152.4 ms [2021-05-29 17:26:43 main:574] : INFO : Epoch 1819 | loss: 0.0311747 | val_loss: 0.0311786 | Time: 11232.2 ms [2021-05-29 17:26:55 main:574] : INFO : Epoch 1820 | loss: 0.031166 | val_loss: 0.031172 | Time: 11246.7 ms [2021-05-29 17:27:05 main:574] : INFO : Epoch 1821 | loss: 0.0311696 | val_loss: 0.0311898 | Time: 10642.2 ms [2021-05-29 17:27:16 main:574] : INFO : Epoch 1822 | loss: 0.0311725 | val_loss: 0.0311952 | Time: 10724.8 ms [2021-05-29 17:27:27 main:574] : INFO : Epoch 1823 | loss: 0.0311736 | val_loss: 0.0311791 | Time: 11029.4 ms [2021-05-29 17:27:38 main:574] : INFO : Epoch 1824 | loss: 0.0311652 | val_loss: 0.0311731 | Time: 10729.3 ms [2021-05-29 17:27:49 main:574] : INFO : Epoch 1825 | loss: 0.0311621 | val_loss: 0.0311703 | Time: 10919.8 ms [2021-05-29 17:28:00 main:574] : INFO : Epoch 1826 | loss: 0.0311657 | val_loss: 0.0311706 | Time: 11237.2 ms [2021-05-29 17:28:11 main:574] : INFO : Epoch 1827 | loss: 0.0311639 | val_loss: 0.0311824 | Time: 11174.7 ms [2021-05-29 17:28:22 main:574] : INFO : Epoch 1828 | loss: 0.0311677 | val_loss: 0.0311794 | Time: 10040.1 ms [2021-05-29 17:28:33 main:574] : INFO : Epoch 1829 | loss: 0.0311642 | val_loss: 0.0311711 | Time: 11221.7 ms [2021-05-29 17:28:43 main:574] : INFO : Epoch 1830 | loss: 0.031168 | val_loss: 0.0311822 | Time: 10098.8 ms [2021-05-29 17:28:53 main:574] : INFO : Epoch 1831 | loss: 0.0311677 | val_loss: 0.0311702 | Time: 9885.52 ms [2021-05-29 17:29:04 main:574] : INFO : Epoch 1832 | loss: 0.031164 | val_loss: 0.0311719 | Time: 10789.4 ms [2021-05-29 17:29:14 main:574] : INFO : Epoch 1833 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 9860.62 ms [2021-05-29 17:29:25 main:574] : INFO : Epoch 1834 | loss: 0.0311657 | val_loss: 0.0311723 | Time: 11276.2 ms [2021-05-29 17:29:37 main:574] : INFO : Epoch 1835 | loss: 0.0311655 | val_loss: 0.0311725 | Time: 11502.9 ms [2021-05-29 17:29:47 main:574] : INFO : Epoch 1836 | loss: 0.0311708 | val_loss: 0.0311844 | Time: 10357.5 ms [2021-05-29 17:29:58 main:574] : INFO : Epoch 1837 | loss: 0.0311739 | val_loss: 0.0311773 | Time: 10650.6 ms [2021-05-29 17:30:09 main:574] : INFO : Epoch 1838 | loss: 0.03117 | val_loss: 0.0311743 | Time: 11243.8 ms [2021-05-29 17:30:21 main:574] : INFO : Epoch 1839 | loss: 0.0311665 | val_loss: 0.0311708 | Time: 11753.7 ms [2021-05-29 17:30:32 main:574] : INFO : Epoch 1840 | loss: 0.0311683 | val_loss: 0.0311781 | Time: 11527.7 ms [2021-05-29 17:30:43 main:574] : INFO : Epoch 1841 | loss: 0.0311673 | val_loss: 0.0311718 | Time: 10599.2 ms [2021-05-29 17:30:53 main:574] : INFO : Epoch 1842 | loss: 0.0311675 | val_loss: 0.0311722 | Time: 10439.6 ms [2021-05-29 17:31:04 main:574] : INFO : Epoch 1843 | loss: 0.0311637 | val_loss: 0.0311723 | Time: 10837.4 ms [2021-05-29 17:31:15 main:574] : INFO : Epoch 1844 | loss: 0.0311622 | val_loss: 0.0311713 | Time: 10304.2 ms [2021-05-29 17:31:26 main:574] : INFO : Epoch 1845 | loss: 0.0311625 | val_loss: 0.0311712 | Time: 10989.6 ms [2021-05-29 17:31:37 main:574] : INFO : Epoch 1846 | loss: 0.0311624 | val_loss: 0.0311693 | Time: 11065.6 ms [2021-05-29 17:31:48 main:574] : INFO : Epoch 1847 | loss: 0.0311627 | val_loss: 0.0311721 | Time: 11418.5 ms [2021-05-29 17:32:00 main:574] : INFO : Epoch 1848 | loss: 0.0311614 | val_loss: 0.031171 | Time: 11165.7 ms [2021-05-29 17:32:10 main:574] : INFO : Epoch 1849 | loss: 0.0311652 | val_loss: 0.031173 | Time: 10466.2 ms [2021-05-29 17:32:21 main:574] : INFO : Epoch 1850 | loss: 0.0311648 | val_loss: 0.031172 | Time: 10660 ms [2021-05-29 17:32:32 main:574] : INFO : Epoch 1851 | loss: 0.0311674 | val_loss: 0.0311714 | Time: 10668.2 ms [2021-05-29 17:32:42 main:574] : INFO : Epoch 1852 | loss: 0.0311621 | val_loss: 0.031175 | Time: 10427.7 ms [2021-05-29 17:32:53 main:574] : INFO : Epoch 1853 | loss: 0.0311639 | val_loss: 0.0311764 | Time: 10845.5 ms [2021-05-29 17:33:04 main:574] : INFO : Epoch 1854 | loss: 0.0311676 | val_loss: 0.0311707 | Time: 10693.7 ms [2021-05-29 17:33:14 main:574] : INFO : Epoch 1855 | loss: 0.0311626 | val_loss: 0.0311759 | Time: 10555.5 ms [2021-05-29 17:33:26 main:574] : INFO : Epoch 1856 | loss: 0.031164 | val_loss: 0.031171 | Time: 11256.8 ms [2021-05-29 17:33:36 main:574] : INFO : Epoch 1857 | loss: 0.0311691 | val_loss: 0.0311714 | Time: 10601.4 ms [2021-05-29 17:33:47 main:574] : INFO : Epoch 1858 | loss: 0.0311687 | val_loss: 0.0311739 | Time: 10832.9 ms [2021-05-29 17:33:58 main:574] : INFO : Epoch 1859 | loss: 0.0311639 | val_loss: 0.0311713 | Time: 10893.4 ms [2021-05-29 17:34:09 main:574] : INFO : Epoch 1860 | loss: 0.0311627 | val_loss: 0.0311822 | Time: 10453.7 ms [2021-05-29 17:34:20 main:574] : INFO : Epoch 1861 | loss: 0.031165 | val_loss: 0.0311758 | Time: 11390.9 ms [2021-05-29 17:34:30 main:574] : INFO : Epoch 1862 | loss: 0.0311629 | val_loss: 0.0311769 | Time: 10367.5 ms [2021-05-29 17:34:41 main:574] : INFO : Epoch 1863 | loss: 0.0311619 | val_loss: 0.0311732 | Time: 10404 ms [2021-05-29 17:34:52 main:574] : INFO : Epoch 1864 | loss: 0.0311667 | val_loss: 0.0311735 | Time: 10708.1 ms [2021-05-29 17:35:03 main:574] : INFO : Epoch 1865 | loss: 0.0311614 | val_loss: 0.0311697 | Time: 10755.8 ms [2021-05-29 17:35:13 main:574] : INFO : Epoch 1866 | loss: 0.0311637 | val_loss: 0.0311739 | Time: 10326.1 ms [2021-05-29 17:35:23 main:574] : INFO : Epoch 1867 | loss: 0.0311701 | val_loss: 0.0311739 | Time: 10326.9 ms [2021-05-29 17:35:34 main:574] : INFO : Epoch 1868 | loss: 0.031163 | val_loss: 0.031172 | Time: 10473.8 ms [2021-05-29 17:35:45 main:574] : INFO : Epoch 1869 | loss: 0.0311606 | val_loss: 0.0311779 | Time: 11032.3 ms [2021-05-29 17:35:56 main:574] : INFO : Epoch 1870 | loss: 0.0311664 | val_loss: 0.0311898 | Time: 10962.2 ms [2021-05-29 17:36:07 main:574] : INFO : Epoch 1871 | loss: 0.031164 | val_loss: 0.0311714 | Time: 10924.5 ms [2021-05-29 17:36:18 main:574] : INFO : Epoch 1872 | loss: 0.0311632 | val_loss: 0.0311755 | Time: 11218.5 ms [2021-05-29 17:36:29 main:574] : INFO : Epoch 1873 | loss: 0.0311676 | val_loss: 0.0311787 | Time: 10551 ms [2021-05-29 17:36:40 main:574] : INFO : Epoch 1874 | loss: 0.0311666 | val_loss: 0.0311844 | Time: 11357.9 ms [2021-05-29 17:36:51 main:574] : INFO : Epoch 1875 | loss: 0.031171 | val_loss: 0.0311721 | Time: 10736.5 ms [2021-05-29 17:37:01 main:574] : INFO : Epoch 1876 | loss: 0.0311624 | val_loss: 0.0311704 | Time: 10136.3 ms [2021-05-29 17:37:12 main:574] : INFO : Epoch 1877 | loss: 0.0311642 | val_loss: 0.0311714 | Time: 10774.5 ms [2021-05-29 17:37:23 main:574] : INFO : Epoch 1878 | loss: 0.0311626 | val_loss: 0.0311725 | Time: 10980.2 ms [2021-05-29 17:37:34 main:574] : INFO : Epoch 1879 | loss: 0.0311657 | val_loss: 0.03118 | Time: 10801 ms [2021-05-29 17:37:45 main:574] : INFO : Epoch 1880 | loss: 0.0311633 | val_loss: 0.0311708 | Time: 10757.7 ms [2021-05-29 17:37:55 main:574] : INFO : Epoch 1881 | loss: 0.031163 | val_loss: 0.031173 | Time: 10349.5 ms [2021-05-29 17:38:05 main:574] : INFO : Epoch 1882 | loss: 0.0311605 | val_loss: 0.0311732 | Time: 9534.7 ms [2021-05-29 17:38:15 main:574] : INFO : Epoch 1883 | loss: 0.0311631 | val_loss: 0.0311763 | Time: 10592.3 ms [2021-05-29 17:38:25 main:574] : INFO : Epoch 1884 | loss: 0.0311649 | val_loss: 0.0311788 | Time: 10165.8 ms [2021-05-29 17:38:37 main:574] : INFO : Epoch 1885 | loss: 0.0311664 | val_loss: 0.0311715 | Time: 11152.2 ms [2021-05-29 17:38:47 main:574] : INFO : Epoch 1886 | loss: 0.0311632 | val_loss: 0.0311757 | Time: 10336.5 ms [2021-05-29 17:38:58 main:574] : INFO : Epoch 1887 | loss: 0.0311603 | val_loss: 0.0311707 | Time: 10577.4 ms [2021-05-29 17:39:09 main:574] : INFO : Epoch 1888 | loss: 0.0311632 | val_loss: 0.0311766 | Time: 10827.6 ms [2021-05-29 17:39:19 main:574] : INFO : Epoch 1889 | loss: 0.0311672 | val_loss: 0.0311784 | Time: 10515.6 ms [2021-05-29 17:39:29 main:574] : INFO : Epoch 1890 | loss: 0.0311655 | val_loss: 0.031171 | Time: 10258.7 ms [2021-05-29 17:39:40 main:574] : INFO : Epoch 1891 | loss: 0.0311623 | val_loss: 0.0311709 | Time: 10695.7 ms [2021-05-29 17:39:51 main:574] : INFO : Epoch 1892 | loss: 0.0311664 | val_loss: 0.0311797 | Time: 11219.6 ms [2021-05-29 17:40:02 main:574] : INFO : Epoch 1893 | loss: 0.0311657 | val_loss: 0.031172 | Time: 10408.8 ms [2021-05-29 17:40:12 main:574] : INFO : Epoch 1894 | loss: 0.031162 | val_loss: 0.0311747 | Time: 10455.3 ms [2021-05-29 17:40:23 main:574] : INFO : Epoch 1895 | loss: 0.0311653 | val_loss: 0.0311752 | Time: 10490 ms [2021-05-29 17:40:33 main:574] : INFO : Epoch 1896 | loss: 0.0311661 | val_loss: 0.0311732 | Time: 10527.9 ms [2021-05-29 17:40:44 main:574] : INFO : Epoch 1897 | loss: 0.0311645 | val_loss: 0.031173 | Time: 10661.1 ms [2021-05-29 17:40:55 main:574] : INFO : Epoch 1898 | loss: 0.0311628 | val_loss: 0.0311724 | Time: 11180.2 ms [2021-05-29 17:41:07 main:574] : INFO : Epoch 1899 | loss: 0.0311617 | val_loss: 0.0311715 | Time: 10842.5 ms [2021-05-29 17:41:18 main:574] : INFO : Epoch 1900 | loss: 0.0311642 | val_loss: 0.0311727 | Time: 11060.3 ms [2021-05-29 17:41:29 main:574] : INFO : Epoch 1901 | loss: 0.0311627 | val_loss: 0.0311761 | Time: 10996.1 ms [2021-05-29 17:41:39 main:574] : INFO : Epoch 1902 | loss: 0.0311631 | val_loss: 0.0311753 | Time: 10442.2 ms [2021-05-29 17:41:50 main:574] : INFO : Epoch 1903 | loss: 0.0311623 | val_loss: 0.0311708 | Time: 11101 ms [2021-05-29 17:42:01 main:574] : INFO : Epoch 1904 | loss: 0.031164 | val_loss: 0.0311719 | Time: 10744.5 ms [2021-05-29 17:42:12 main:574] : INFO : Epoch 1905 | loss: 0.0311611 | val_loss: 0.0311725 | Time: 10478.4 ms [2021-05-29 17:42:23 main:574] : INFO : Epoch 1906 | loss: 0.0311607 | val_loss: 0.0311719 | Time: 11239.1 ms [2021-05-29 17:42:34 main:574] : INFO : Epoch 1907 | loss: 0.0311613 | val_loss: 0.0311733 | Time: 10844.1 ms [2021-05-29 17:42:45 main:574] : INFO : Epoch 1908 | loss: 0.0311657 | val_loss: 0.0311721 | Time: 11079.8 ms [2021-05-29 17:42:55 main:574] : INFO : Epoch 1909 | loss: 0.0311603 | val_loss: 0.0311721 | Time: 10347.5 ms [2021-05-29 17:43:06 main:574] : INFO : Epoch 1910 | loss: 0.0311652 | val_loss: 0.0311729 | Time: 10844.2 ms [2021-05-29 17:43:17 main:574] : INFO : Epoch 1911 | loss: 0.0311598 | val_loss: 0.0311743 | Time: 10492.1 ms [2021-05-29 17:43:28 main:574] : INFO : Epoch 1912 | loss: 0.0311661 | val_loss: 0.0311741 | Time: 10875.3 ms [2021-05-29 17:43:39 main:574] : INFO : Epoch 1913 | loss: 0.0311644 | val_loss: 0.0311796 | Time: 10718.6 ms [2021-05-29 17:43:49 main:574] : INFO : Epoch 1914 | loss: 0.0311637 | val_loss: 0.0311717 | Time: 10454.7 ms [2021-05-29 17:44:00 main:574] : INFO : Epoch 1915 | loss: 0.0311617 | val_loss: 0.0311706 | Time: 10530.2 ms [2021-05-29 17:44:10 main:574] : INFO : Epoch 1916 | loss: 0.0311615 | val_loss: 0.0311714 | Time: 10795 ms [2021-05-29 17:44:22 main:574] : INFO : Epoch 1917 | loss: 0.0311615 | val_loss: 0.0311719 | Time: 11664 ms [2021-05-29 17:44:34 main:574] : INFO : Epoch 1918 | loss: 0.0311603 | val_loss: 0.0311722 | Time: 11573.5 ms [2021-05-29 17:44:45 main:574] : INFO : Epoch 1919 | loss: 0.031161 | val_loss: 0.0311707 | Time: 10957.7 ms [2021-05-29 17:44:56 main:574] : INFO : Epoch 1920 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 10724.7 ms [2021-05-29 17:45:06 main:574] : INFO : Epoch 1921 | loss: 0.03116 | val_loss: 0.0311703 | Time: 10060.4 ms [2021-05-29 17:45:16 main:574] : INFO : Epoch 1922 | loss: 0.0311595 | val_loss: 0.0311752 | Time: 10306.1 ms [2021-05-29 17:45:27 main:574] : INFO : Epoch 1923 | loss: 0.0311635 | val_loss: 0.031182 | Time: 11233 ms [2021-05-29 17:45:37 main:574] : INFO : Epoch 1924 | loss: 0.0311662 | val_loss: 0.0311797 | Time: 9957.31 ms [2021-05-29 17:45:48 main:574] : INFO : Epoch 1925 | loss: 0.0311664 | val_loss: 0.0311724 | Time: 11061.2 ms [2021-05-29 17:45:59 main:574] : INFO : Epoch 1926 | loss: 0.0311724 | val_loss: 0.0311793 | Time: 10876.4 ms [2021-05-29 17:46:10 main:574] : INFO : Epoch 1927 | loss: 0.0311711 | val_loss: 0.0311715 | Time: 10969.8 ms [2021-05-29 17:46:22 main:574] : INFO : Epoch 1928 | loss: 0.0311661 | val_loss: 0.0311806 | Time: 11151.6 ms [2021-05-29 17:46:32 main:574] : INFO : Epoch 1929 | loss: 0.0311723 | val_loss: 0.0311747 | Time: 10620.8 ms [2021-05-29 17:46:43 main:574] : INFO : Epoch 1930 | loss: 0.031165 | val_loss: 0.0311772 | Time: 11115 ms [2021-05-29 17:46:55 main:574] : INFO : Epoch 1931 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 11042.6 ms [2021-05-29 17:47:05 main:574] : INFO : Epoch 1932 | loss: 0.0311698 | val_loss: 0.0311765 | Time: 10509.5 ms [2021-05-29 17:47:16 main:574] : INFO : Epoch 1933 | loss: 0.0311672 | val_loss: 0.0311756 | Time: 10310.8 ms [2021-05-29 17:47:27 main:574] : INFO : Epoch 1934 | loss: 0.0311656 | val_loss: 0.0311708 | Time: 10958.4 ms [2021-05-29 17:47:37 main:574] : INFO : Epoch 1935 | loss: 0.0311624 | val_loss: 0.0311727 | Time: 10734.2 ms [2021-05-29 17:47:48 main:574] : INFO : Epoch 1936 | loss: 0.0311657 | val_loss: 0.0311715 | Time: 11072.3 ms [2021-05-29 17:48:00 main:574] : INFO : Epoch 1937 | loss: 0.0311748 | val_loss: 0.0311755 | Time: 11109.7 ms [2021-05-29 17:48:10 main:574] : INFO : Epoch 1938 | loss: 0.0311672 | val_loss: 0.0311705 | Time: 10083.3 ms [2021-05-29 17:48:21 main:574] : INFO : Epoch 1939 | loss: 0.0311631 | val_loss: 0.0311701 | Time: 11621.8 ms [2021-05-29 17:48:33 main:574] : INFO : Epoch 1940 | loss: 0.0311607 | val_loss: 0.0311688 | Time: 11378.9 ms [2021-05-29 17:48:44 main:574] : INFO : Epoch 1941 | loss: 0.0311613 | val_loss: 0.0311791 | Time: 10716.9 ms [2021-05-29 17:48:54 main:574] : INFO : Epoch 1942 | loss: 0.0311624 | val_loss: 0.031169 | Time: 10785.4 ms [2021-05-29 17:49:05 main:574] : INFO : Epoch 1943 | loss: 0.031162 | val_loss: 0.0311733 | Time: 10699.5 ms [2021-05-29 17:49:16 main:574] : INFO : Epoch 1944 | loss: 0.0311666 | val_loss: 0.0311867 | Time: 11218.3 ms [2021-05-29 17:49:27 main:574] : INFO : Epoch 1945 | loss: 0.0311705 | val_loss: 0.0311716 | Time: 10346.8 ms [2021-05-29 17:49:38 main:574] : INFO : Epoch 1946 | loss: 0.0311676 | val_loss: 0.0311749 | Time: 10949.8 ms [2021-05-29 17:49:48 main:574] : INFO : Epoch 1947 | loss: 0.0311697 | val_loss: 0.0311698 | Time: 10526.3 ms [2021-05-29 17:49:59 main:574] : INFO : Epoch 1948 | loss: 0.0311645 | val_loss: 0.0311827 | Time: 10590.3 ms [2021-05-29 17:50:09 main:574] : INFO : Epoch 1949 | loss: 0.0311689 | val_loss: 0.0311753 | Time: 10360.8 ms [2021-05-29 17:50:21 main:574] : INFO : Epoch 1950 | loss: 0.0311632 | val_loss: 0.0311719 | Time: 11591 ms [2021-05-29 17:50:32 main:574] : INFO : Epoch 1951 | loss: 0.0311624 | val_loss: 0.0311736 | Time: 11419 ms [2021-05-29 17:50:43 main:574] : INFO : Epoch 1952 | loss: 0.0311639 | val_loss: 0.0311855 | Time: 10205.5 ms [2021-05-29 17:50:53 main:574] : INFO : Epoch 1953 | loss: 0.0311621 | val_loss: 0.0311715 | Time: 9900.57 ms [2021-05-29 17:51:04 main:574] : INFO : Epoch 1954 | loss: 0.0311634 | val_loss: 0.0311731 | Time: 11008 ms [2021-05-29 17:51:15 main:574] : INFO : Epoch 1955 | loss: 0.0311611 | val_loss: 0.0311719 | Time: 10892.8 ms [2021-05-29 17:51:25 main:574] : INFO : Epoch 1956 | loss: 0.0311621 | val_loss: 0.0311721 | Time: 10733.1 ms [2021-05-29 17:51:36 main:574] : INFO : Epoch 1957 | loss: 0.0311625 | val_loss: 0.0311792 | Time: 10656.9 ms [2021-05-29 17:51:47 main:574] : INFO : Epoch 1958 | loss: 0.0311615 | val_loss: 0.031174 | Time: 10861.7 ms [2021-05-29 17:51:59 main:574] : INFO : Epoch 1959 | loss: 0.031164 | val_loss: 0.0311736 | Time: 11379.9 ms [2021-05-29 17:52:10 main:574] : INFO : Epoch 1960 | loss: 0.0311605 | val_loss: 0.0311696 | Time: 11369.6 ms [2021-05-29 17:52:20 main:574] : INFO : Epoch 1961 | loss: 0.0311598 | val_loss: 0.0311822 | Time: 10315.6 ms [2021-05-29 17:52:31 main:574] : INFO : Epoch 1962 | loss: 0.0311625 | val_loss: 0.0311693 | Time: 10697.1 ms [2021-05-29 17:52:42 main:574] : INFO : Epoch 1963 | loss: 0.0311624 | val_loss: 0.0311747 | Time: 10752.6 ms [2021-05-29 17:52:53 main:574] : INFO : Epoch 1964 | loss: 0.0311609 | val_loss: 0.0311724 | Time: 10869.7 ms [2021-05-29 17:53:03 main:574] : INFO : Epoch 1965 | loss: 0.0311614 | val_loss: 0.0311737 | Time: 10599.6 ms [2021-05-29 17:53:14 main:574] : INFO : Epoch 1966 | loss: 0.0311628 | val_loss: 0.0311742 | Time: 10779.9 ms [2021-05-29 17:53:25 main:574] : INFO : Epoch 1967 | loss: 0.0311684 | val_loss: 0.0311696 | Time: 10249.1 ms [2021-05-29 17:53:35 main:574] : INFO : Epoch 1968 | loss: 0.0311639 | val_loss: 0.0311798 | Time: 10534.5 ms [2021-05-29 17:53:45 main:574] : INFO : Epoch 1969 | loss: 0.0311652 | val_loss: 0.0311742 | Time: 10069.2 ms [2021-05-29 17:53:56 main:574] : INFO : Epoch 1970 | loss: 0.0311658 | val_loss: 0.0311733 | Time: 10446.8 ms [2021-05-29 17:54:06 main:574] : INFO : Epoch 1971 | loss: 0.031164 | val_loss: 0.0311722 | Time: 10527.6 ms [2021-05-29 17:54:17 main:574] : INFO : Epoch 1972 | loss: 0.0311605 | val_loss: 0.0311711 | Time: 10503.1 ms [2021-05-29 17:54:28 main:574] : INFO : Epoch 1973 | loss: 0.0311618 | val_loss: 0.0311714 | Time: 10687.9 ms [2021-05-29 17:54:38 main:574] : INFO : Epoch 1974 | loss: 0.0311636 | val_loss: 0.0311722 | Time: 10298.4 ms [2021-05-29 17:54:48 main:574] : INFO : Epoch 1975 | loss: 0.0311612 | val_loss: 0.0311721 | Time: 10317.5 ms [2021-05-29 17:54:59 main:574] : INFO : Epoch 1976 | loss: 0.0311613 | val_loss: 0.0311714 | Time: 10521.7 ms [2021-05-29 17:55:10 main:574] : INFO : Epoch 1977 | loss: 0.0311608 | val_loss: 0.0311734 | Time: 10894.4 ms [2021-05-29 17:55:21 main:574] : INFO : Epoch 1978 | loss: 0.0311598 | val_loss: 0.0311719 | Time: 11178.7 ms [2021-05-29 17:55:33 main:574] : INFO : Epoch 1979 | loss: 0.0311606 | val_loss: 0.0311732 | Time: 11540.9 ms [2021-05-29 17:55:44 main:574] : INFO : Epoch 1980 | loss: 0.0311611 | val_loss: 0.0311725 | Time: 10872.5 ms [2021-05-29 17:55:55 main:574] : INFO : Epoch 1981 | loss: 0.031162 | val_loss: 0.0311736 | Time: 11088.1 ms [2021-05-29 17:56:05 main:574] : INFO : Epoch 1982 | loss: 0.0311602 | val_loss: 0.0311709 | Time: 10688.5 ms [2021-05-29 17:56:16 main:574] : INFO : Epoch 1983 | loss: 0.0311601 | val_loss: 0.0311737 | Time: 10773.5 ms [2021-05-29 17:56:27 main:574] : INFO : Epoch 1984 | loss: 0.0311604 | val_loss: 0.0311733 | Time: 10933.2 ms [2021-05-29 17:56:38 main:574] : INFO : Epoch 1985 | loss: 0.0311655 | val_loss: 0.0311698 | Time: 10806.7 ms [2021-05-29 17:56:49 main:574] : INFO : Epoch 1986 | loss: 0.0311604 | val_loss: 0.0311715 | Time: 11189.6 ms [2021-05-29 17:57:00 main:574] : INFO : Epoch 1987 | loss: 0.0311614 | val_loss: 0.0311788 | Time: 10202.1 ms [2021-05-29 17:57:10 main:574] : INFO : Epoch 1988 | loss: 0.0311626 | val_loss: 0.031175 | Time: 10218.6 ms [2021-05-29 17:57:21 main:574] : INFO : Epoch 1989 | loss: 0.0311601 | val_loss: 0.0311736 | Time: 10762.3 ms [2021-05-29 17:57:32 main:574] : INFO : Epoch 1990 | loss: 0.031161 | val_loss: 0.0311836 | Time: 10965.4 ms [2021-05-29 17:57:43 main:574] : INFO : Epoch 1991 | loss: 0.0311617 | val_loss: 0.0311788 | Time: 10826.3 ms [2021-05-29 17:57:53 main:574] : INFO : Epoch 1992 | loss: 0.0311611 | val_loss: 0.0311726 | Time: 10454 ms [2021-05-29 17:58:04 main:574] : INFO : Epoch 1993 | loss: 0.0311585 | val_loss: 0.031172 | Time: 11176.9 ms [2021-05-29 17:58:15 main:574] : INFO : Epoch 1994 | loss: 0.0311575 | val_loss: 0.0311729 | Time: 10748 ms [2021-05-29 17:58:26 main:574] : INFO : Epoch 1995 | loss: 0.0311595 | val_loss: 0.0311732 | Time: 11291.6 ms [2021-05-29 17:58:37 main:574] : INFO : Epoch 1996 | loss: 0.0311578 | val_loss: 0.0311717 | Time: 10666.2 ms [2021-05-29 17:58:48 main:574] : INFO : Epoch 1997 | loss: 0.0311589 | val_loss: 0.0311715 | Time: 10482.6 ms [2021-05-29 17:58:59 main:574] : INFO : Epoch 1998 | loss: 0.0311608 | val_loss: 0.0311806 | Time: 10868.5 ms [2021-05-29 17:59:10 main:574] : INFO : Epoch 1999 | loss: 0.0311599 | val_loss: 0.031174 | Time: 11393.8 ms [2021-05-29 17:59:21 main:574] : INFO : Epoch 2000 | loss: 0.0311587 | val_loss: 0.0311743 | Time: 10774.7 ms [2021-05-29 17:59:32 main:574] : INFO : Epoch 2001 | loss: 0.0311639 | val_loss: 0.0311749 | Time: 11279.6 ms [2021-05-29 17:59:43 main:574] : INFO : Epoch 2002 | loss: 0.0311637 | val_loss: 0.0311769 | Time: 10559.6 ms [2021-05-29 17:59:53 main:574] : INFO : Epoch 2003 | loss: 0.0311624 | val_loss: 0.0311831 | Time: 10308 ms [2021-05-29 18:00:04 main:574] : INFO : Epoch 2004 | loss: 0.0311622 | val_loss: 0.0311694 | Time: 11139.9 ms [2021-05-29 18:00:16 main:574] : INFO : Epoch 2005 | loss: 0.0311637 | val_loss: 0.0311713 | Time: 11177.5 ms [2021-05-29 18:00:26 main:574] : INFO : Epoch 2006 | loss: 0.0311633 | val_loss: 0.0311736 | Time: 10581.3 ms [2021-05-29 18:00:37 main:574] : INFO : Epoch 2007 | loss: 0.0311609 | val_loss: 0.0311738 | Time: 10515.9 ms [2021-05-29 18:00:47 main:574] : INFO : Epoch 2008 | loss: 0.031159 | val_loss: 0.0311719 | Time: 10352.2 ms [2021-05-29 18:00:58 main:574] : INFO : Epoch 2009 | loss: 0.031159 | val_loss: 0.0311731 | Time: 10814.1 ms [2021-05-29 18:01:09 main:574] : INFO : Epoch 2010 | loss: 0.0311594 | val_loss: 0.0311722 | Time: 11343.5 ms [2021-05-29 18:01:20 main:574] : INFO : Epoch 2011 | loss: 0.0311617 | val_loss: 0.0311761 | Time: 10096.5 ms [2021-05-29 18:01:30 main:574] : INFO : Epoch 2012 | loss: 0.0311626 | val_loss: 0.0311747 | Time: 10155.1 ms [2021-05-29 18:01:40 main:574] : INFO : Epoch 2013 | loss: 0.0311618 | val_loss: 0.0311726 | Time: 10016 ms [2021-05-29 18:01:51 main:574] : INFO : Epoch 2014 | loss: 0.0311613 | val_loss: 0.0311746 | Time: 11466.3 ms [2021-05-29 18:02:02 main:574] : INFO : Epoch 2015 | loss: 0.0311654 | val_loss: 0.0311988 | Time: 10290.2 ms [2021-05-29 18:02:12 main:574] : INFO : Epoch 2016 | loss: 0.0311703 | val_loss: 0.0311797 | Time: 10663.5 ms [2021-05-29 18:02:23 main:574] : INFO : Epoch 2017 | loss: 0.0311633 | val_loss: 0.0311757 | Time: 10639.8 ms [2021-05-29 18:02:34 main:574] : INFO : Epoch 2018 | loss: 0.0311633 | val_loss: 0.0311716 | Time: 10530.4 ms [2021-05-29 18:02:45 main:574] : INFO : Epoch 2019 | loss: 0.0311596 | val_loss: 0.0311752 | Time: 10806.8 ms [2021-05-29 18:02:55 main:574] : INFO : Epoch 2020 | loss: 0.0311602 | val_loss: 0.0311725 | Time: 10361.9 ms [2021-05-29 18:03:06 main:574] : INFO : Epoch 2021 | loss: 0.0311587 | val_loss: 0.0311727 | Time: 10535.7 ms [2021-05-29 18:03:16 main:574] : INFO : Epoch 2022 | loss: 0.0311602 | val_loss: 0.0311728 | Time: 10537 ms [2021-05-29 18:03:27 main:574] : INFO : Epoch 2023 | loss: 0.0311603 | val_loss: 0.0311731 | Time: 11009.5 ms [2021-05-29 18:03:38 main:574] : INFO : Epoch 2024 | loss: 0.0311605 | val_loss: 0.0311715 | Time: 10349.6 ms [2021-05-29 18:03:48 main:574] : INFO : Epoch 2025 | loss: 0.0311594 | val_loss: 0.0311743 | Time: 10403.1 ms [2021-05-29 18:03:58 main:574] : INFO : Epoch 2026 | loss: 0.0311583 | val_loss: 0.0311712 | Time: 10314.7 ms [2021-05-29 18:04:09 main:574] : INFO : Epoch 2027 | loss: 0.0311586 | val_loss: 0.0311696 | Time: 10057.2 ms [2021-05-29 18:04:19 main:574] : INFO : Epoch 2028 | loss: 0.0311579 | val_loss: 0.0311753 | Time: 10389.9 ms [2021-05-29 18:04:30 main:574] : INFO : Epoch 2029 | loss: 0.0311612 | val_loss: 0.0311719 | Time: 10793.2 ms [2021-05-29 18:04:41 main:574] : INFO : Epoch 2030 | loss: 0.0311599 | val_loss: 0.0311735 | Time: 10984.6 ms [2021-05-29 18:04:53 main:574] : INFO : Epoch 2031 | loss: 0.0311644 | val_loss: 0.0311725 | Time: 11974.6 ms [2021-05-29 18:05:04 main:574] : INFO : Epoch 2032 | loss: 0.0311641 | val_loss: 0.031171 | Time: 10807.8 ms [2021-05-29 18:05:14 main:574] : INFO : Epoch 2033 | loss: 0.0311613 | val_loss: 0.0311728 | Time: 10438 ms [2021-05-29 18:05:25 main:574] : INFO : Epoch 2034 | loss: 0.0311623 | val_loss: 0.0311758 | Time: 10526.6 ms [2021-05-29 18:05:36 main:574] : INFO : Epoch 2035 | loss: 0.0311631 | val_loss: 0.031182 | Time: 11245.6 ms [2021-05-29 18:05:46 main:574] : INFO : Epoch 2036 | loss: 0.0311623 | val_loss: 0.0311699 | Time: 10339.3 ms [2021-05-29 18:05:57 main:574] : INFO : Epoch 2037 | loss: 0.0311632 | val_loss: 0.0311792 | Time: 10708.7 ms [2021-05-29 18:06:08 main:574] : INFO : Epoch 2038 | loss: 0.0311627 | val_loss: 0.0311733 | Time: 10709.8 ms [2021-05-29 18:06:19 main:574] : INFO : Epoch 2039 | loss: 0.0311598 | val_loss: 0.0311731 | Time: 10648 ms [2021-05-29 18:06:29 main:574] : INFO : Epoch 2040 | loss: 0.031158 | val_loss: 0.0311695 | Time: 10621.4 ms [2021-05-29 18:06:40 main:574] : INFO : Epoch 2041 | loss: 0.0311583 | val_loss: 0.0311746 | Time: 10975.9 ms [2021-05-29 18:06:51 main:574] : INFO : Epoch 2042 | loss: 0.0311676 | val_loss: 0.0311828 | Time: 10625.7 ms [2021-05-29 18:07:02 main:574] : INFO : Epoch 2043 | loss: 0.031166 | val_loss: 0.0311709 | Time: 11161.3 ms [2021-05-29 18:07:14 main:574] : INFO : Epoch 2044 | loss: 0.0311599 | val_loss: 0.0311707 | Time: 11213 ms [2021-05-29 18:07:24 main:574] : INFO : Epoch 2045 | loss: 0.0311602 | val_loss: 0.0311714 | Time: 10389.3 ms [2021-05-29 18:07:35 main:574] : INFO : Epoch 2046 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 10631.7 ms [2021-05-29 18:07:43 main:574] : INFO : Epoch 2047 | loss: 0.03116 | val_loss: 0.0311698 | Time: 8719.62 ms [2021-05-29 18:07:53 main:574] : INFO : Epoch 2048 | loss: 0.0311582 | val_loss: 0.0311713 | Time: 8476.25 ms [2021-05-29 18:07:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311713 [2021-05-29 18:07:53 main:603] : INFO : Saving end state to config to file [2021-05-29 18:07:53 main:608] : INFO : Success, exiting.. 18:07:53 (50924): 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)