Task 5229153
| Name | ParityModified-1619233488-24674-3_0 |
| Workunit | 3147262 |
| Created | 25 May 2021, 1:13:46 UTC |
| Sent | 29 May 2021, 0:39:55 UTC |
| Report deadline | 5 Jun 2021, 0:39:55 UTC |
| Received | 29 May 2021, 6:57:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5082 |
| Run time | 6 hours 10 min 38 sec |
| CPU time | 5 hours 42 min 57 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> 4.9 ms [2021-05-29 07:21:50 main:574] : INFO : Epoch 1542 | loss: 0.0311644 | val_loss: 0.0311748 | Time: 10214.9 ms [2021-05-29 07:22:01 main:574] : INFO : Epoch 1543 | loss: 0.0311635 | val_loss: 0.0311769 | Time: 11362.8 ms [2021-05-29 07:22:12 main:574] : INFO : Epoch 1544 | loss: 0.0311651 | val_loss: 0.0311764 | Time: 10323.1 ms [2021-05-29 07:22:22 main:574] : INFO : Epoch 1545 | loss: 0.0311634 | val_loss: 0.0311773 | Time: 10403.7 ms [2021-05-29 07:22:33 main:574] : INFO : Epoch 1546 | loss: 0.031165 | val_loss: 0.0311756 | Time: 11140.3 ms [2021-05-29 07:22:44 main:574] : INFO : Epoch 1547 | loss: 0.0311648 | val_loss: 0.031174 | Time: 10794.2 ms [2021-05-29 07:22:56 main:574] : INFO : Epoch 1548 | loss: 0.0311647 | val_loss: 0.0311759 | Time: 11395.5 ms [2021-05-29 07:23:06 main:574] : INFO : Epoch 1549 | loss: 0.0311638 | val_loss: 0.0311719 | Time: 10603.4 ms [2021-05-29 07:23:17 main:574] : INFO : Epoch 1550 | loss: 0.0311632 | val_loss: 0.0311737 | Time: 10821.2 ms [2021-05-29 07:23:28 main:574] : INFO : Epoch 1551 | loss: 0.031164 | val_loss: 0.0311725 | Time: 10555.1 ms [2021-05-29 07:23:39 main:574] : INFO : Epoch 1552 | loss: 0.0311624 | val_loss: 0.0311723 | Time: 11157.7 ms [2021-05-29 07:23:50 main:574] : INFO : Epoch 1553 | loss: 0.0311614 | val_loss: 0.0311756 | Time: 10712.9 ms [2021-05-29 07:24:01 main:574] : INFO : Epoch 1554 | loss: 0.0311614 | val_loss: 0.0311732 | Time: 10810.6 ms [2021-05-29 07:24:11 main:574] : INFO : Epoch 1555 | loss: 0.0311618 | val_loss: 0.0311748 | Time: 10264.5 ms [2021-05-29 07:24:21 main:574] : INFO : Epoch 1556 | loss: 0.0311626 | val_loss: 0.0311755 | Time: 10038.9 ms [2021-05-29 07:24:32 main:574] : INFO : Epoch 1557 | loss: 0.031162 | val_loss: 0.031175 | Time: 10635.6 ms [2021-05-29 07:24:42 main:574] : INFO : Epoch 1558 | loss: 0.0311615 | val_loss: 0.0311753 | Time: 10710.1 ms [2021-05-29 07:24:53 main:574] : INFO : Epoch 1559 | loss: 0.0311618 | val_loss: 0.0311839 | Time: 10344.2 ms [2021-05-29 07:25:04 main:574] : INFO : Epoch 1560 | loss: 0.031164 | val_loss: 0.0311762 | Time: 11043.3 ms [2021-05-29 07:25:14 main:574] : INFO : Epoch 1561 | loss: 0.0311604 | val_loss: 0.0311726 | Time: 10418.1 ms [2021-05-29 07:25:25 main:574] : INFO : Epoch 1562 | loss: 0.0311602 | val_loss: 0.0311735 | Time: 10500 ms [2021-05-29 07:25:36 main:574] : INFO : Epoch 1563 | loss: 0.0311606 | val_loss: 0.0311751 | Time: 10908.6 ms [2021-05-29 07:25:46 main:574] : INFO : Epoch 1564 | loss: 0.0311603 | val_loss: 0.0311733 | Time: 10550.8 ms [2021-05-29 07:25:57 main:574] : INFO : Epoch 1565 | loss: 0.0311612 | val_loss: 0.0311715 | Time: 10218.5 ms [2021-05-29 07:26:07 main:574] : INFO : Epoch 1566 | loss: 0.0311608 | val_loss: 0.0311724 | Time: 10528.5 ms [2021-05-29 07:26:18 main:574] : INFO : Epoch 1567 | loss: 0.0311602 | val_loss: 0.031174 | Time: 10518.8 ms [2021-05-29 07:26:28 main:574] : INFO : Epoch 1568 | loss: 0.0311605 | val_loss: 0.0311742 | Time: 10520.3 ms [2021-05-29 07:26:39 main:574] : INFO : Epoch 1569 | loss: 0.0311615 | val_loss: 0.0311739 | Time: 10058 ms [2021-05-29 07:26:49 main:574] : INFO : Epoch 1570 | loss: 0.0311603 | val_loss: 0.0311755 | Time: 10730.4 ms [2021-05-29 07:27:01 main:574] : INFO : Epoch 1571 | loss: 0.0311606 | val_loss: 0.0311754 | Time: 11397.6 ms [2021-05-29 07:27:11 main:574] : INFO : Epoch 1572 | loss: 0.0311599 | val_loss: 0.031176 | Time: 10233.9 ms [2021-05-29 07:27:21 main:574] : INFO : Epoch 1573 | loss: 0.0311608 | val_loss: 0.031174 | Time: 10225.6 ms [2021-05-29 07:27:32 main:574] : INFO : Epoch 1574 | loss: 0.0311652 | val_loss: 0.0311751 | Time: 10196.9 ms [2021-05-29 07:27:42 main:574] : INFO : Epoch 1575 | loss: 0.0311639 | val_loss: 0.0311752 | Time: 10591.8 ms [2021-05-29 07:27:52 main:574] : INFO : Epoch 1576 | loss: 0.0311645 | val_loss: 0.031174 | Time: 10083.6 ms [2021-05-29 07:28:03 main:574] : INFO : Epoch 1577 | loss: 0.0311639 | val_loss: 0.0311739 | Time: 10852 ms [2021-05-29 07:28:13 main:574] : INFO : Epoch 1578 | loss: 0.031163 | val_loss: 0.0311768 | Time: 10199.8 ms [2021-05-29 07:28:24 main:574] : INFO : Epoch 1579 | loss: 0.0311628 | val_loss: 0.0311786 | Time: 10457.6 ms [2021-05-29 07:28:35 main:574] : INFO : Epoch 1580 | loss: 0.0311614 | val_loss: 0.0311742 | Time: 10639.8 ms [2021-05-29 07:28:45 main:574] : INFO : Epoch 1581 | loss: 0.0311614 | val_loss: 0.0311754 | Time: 10628.2 ms [2021-05-29 07:28:56 main:574] : INFO : Epoch 1582 | loss: 0.0311611 | val_loss: 0.0311762 | Time: 10856.8 ms [2021-05-29 07:29:07 main:574] : INFO : Epoch 1583 | loss: 0.0311619 | val_loss: 0.0311721 | Time: 10595.9 ms [2021-05-29 07:29:17 main:574] : INFO : Epoch 1584 | loss: 0.0311617 | val_loss: 0.031174 | Time: 10233.2 ms [2021-05-29 07:29:28 main:574] : INFO : Epoch 1585 | loss: 0.031161 | val_loss: 0.0311733 | Time: 10766.7 ms [2021-05-29 07:29:39 main:574] : INFO : Epoch 1586 | loss: 0.0311606 | val_loss: 0.0311722 | Time: 10733.6 ms [2021-05-29 07:29:49 main:574] : INFO : Epoch 1587 | loss: 0.0311614 | val_loss: 0.0311748 | Time: 10625 ms [2021-05-29 07:30:00 main:574] : INFO : Epoch 1588 | loss: 0.0311608 | val_loss: 0.0311746 | Time: 10806.2 ms [2021-05-29 07:30:11 main:574] : INFO : Epoch 1589 | loss: 0.0311606 | val_loss: 0.0311737 | Time: 10461 ms [2021-05-29 07:30:22 main:574] : INFO : Epoch 1590 | loss: 0.0311598 | val_loss: 0.0311733 | Time: 10746.8 ms [2021-05-29 07:30:32 main:574] : INFO : Epoch 1591 | loss: 0.0311603 | val_loss: 0.0311741 | Time: 10630.4 ms [2021-05-29 07:30:43 main:574] : INFO : Epoch 1592 | loss: 0.0311611 | val_loss: 0.0311753 | Time: 10675 ms [2021-05-29 07:30:54 main:574] : INFO : Epoch 1593 | loss: 0.0311615 | val_loss: 0.0311749 | Time: 10733.9 ms [2021-05-29 07:31:03 main:574] : INFO : Epoch 1594 | loss: 0.0311621 | val_loss: 0.0311736 | Time: 9708.64 ms [2021-05-29 07:31:14 main:574] : INFO : Epoch 1595 | loss: 0.0311634 | val_loss: 0.0311737 | Time: 10474.4 ms [2021-05-29 07:31:25 main:574] : INFO : Epoch 1596 | loss: 0.0311627 | val_loss: 0.0311751 | Time: 11161.4 ms [2021-05-29 07:31:36 main:574] : INFO : Epoch 1597 | loss: 0.0311612 | val_loss: 0.0311734 | Time: 10862 ms [2021-05-29 07:31:47 main:574] : INFO : Epoch 1598 | loss: 0.0311642 | val_loss: 0.0311742 | Time: 11297.1 ms [2021-05-29 07:31:59 main:574] : INFO : Epoch 1599 | loss: 0.0311643 | val_loss: 0.0311747 | Time: 11107.1 ms [2021-05-29 07:32:09 main:574] : INFO : Epoch 1600 | loss: 0.0311644 | val_loss: 0.0311749 | Time: 10479.8 ms [2021-05-29 07:32:19 main:574] : INFO : Epoch 1601 | loss: 0.0311631 | val_loss: 0.0311741 | Time: 10033.9 ms [2021-05-29 07:32:30 main:574] : INFO : Epoch 1602 | loss: 0.0311643 | val_loss: 0.0311752 | Time: 11146.2 ms [2021-05-29 07:32:41 main:574] : INFO : Epoch 1603 | loss: 0.0311676 | val_loss: 0.0311754 | Time: 10836.1 ms [2021-05-29 07:32:52 main:574] : INFO : Epoch 1604 | loss: 0.0311616 | val_loss: 0.0311725 | Time: 10145.7 ms [2021-05-29 07:33:02 main:574] : INFO : Epoch 1605 | loss: 0.0311601 | val_loss: 0.031171 | Time: 10537.3 ms [2021-05-29 07:33:13 main:574] : INFO : Epoch 1606 | loss: 0.0311592 | val_loss: 0.0311696 | Time: 10677.7 ms [2021-05-29 07:33:24 main:574] : INFO : Epoch 1607 | loss: 0.0311577 | val_loss: 0.0311725 | Time: 11405.9 ms [2021-05-29 07:33:35 main:574] : INFO : Epoch 1608 | loss: 0.0311588 | val_loss: 0.0311709 | Time: 10765.5 ms [2021-05-29 07:33:46 main:574] : INFO : Epoch 1609 | loss: 0.0311619 | val_loss: 0.03117 | Time: 10291.5 ms [2021-05-29 07:33:56 main:574] : INFO : Epoch 1610 | loss: 0.0311632 | val_loss: 0.0311682 | Time: 10831.9 ms [2021-05-29 07:34:07 main:574] : INFO : Epoch 1611 | loss: 0.031161 | val_loss: 0.0311685 | Time: 10330.4 ms [2021-05-29 07:34:17 main:574] : INFO : Epoch 1612 | loss: 0.0311633 | val_loss: 0.0311721 | Time: 10417.1 ms [2021-05-29 07:34:28 main:574] : INFO : Epoch 1613 | loss: 0.0311722 | val_loss: 0.0311733 | Time: 10936.3 ms [2021-05-29 07:34:38 main:574] : INFO : Epoch 1614 | loss: 0.0311701 | val_loss: 0.0311769 | Time: 10149.7 ms [2021-05-29 07:34:49 main:574] : INFO : Epoch 1615 | loss: 0.0311709 | val_loss: 0.0311729 | Time: 10152.6 ms [2021-05-29 07:35:00 main:574] : INFO : Epoch 1616 | loss: 0.0311705 | val_loss: 0.0311729 | Time: 11347.4 ms [2021-05-29 07:35:10 main:574] : INFO : Epoch 1617 | loss: 0.0311682 | val_loss: 0.0311721 | Time: 10375.7 ms [2021-05-29 07:35:21 main:574] : INFO : Epoch 1618 | loss: 0.0311673 | val_loss: 0.0311721 | Time: 10302.6 ms [2021-05-29 07:35:32 main:574] : INFO : Epoch 1619 | loss: 0.0311658 | val_loss: 0.0311712 | Time: 10884.1 ms [2021-05-29 07:35:42 main:574] : INFO : Epoch 1620 | loss: 0.0311663 | val_loss: 0.031173 | Time: 10540.6 ms [2021-05-29 07:35:54 main:574] : INFO : Epoch 1621 | loss: 0.0311669 | val_loss: 0.0311722 | Time: 11792.5 ms [2021-05-29 07:36:04 main:574] : INFO : Epoch 1622 | loss: 0.0311676 | val_loss: 0.0311718 | Time: 10174.3 ms [2021-05-29 07:36:15 main:574] : INFO : Epoch 1623 | loss: 0.0311669 | val_loss: 0.0311709 | Time: 10938.4 ms [2021-05-29 07:36:27 main:574] : INFO : Epoch 1624 | loss: 0.0311641 | val_loss: 0.0311706 | Time: 11091.1 ms [2021-05-29 07:36:37 main:574] : INFO : Epoch 1625 | loss: 0.0311632 | val_loss: 0.0311701 | Time: 10608.1 ms [2021-05-29 07:36:48 main:574] : INFO : Epoch 1626 | loss: 0.0311631 | val_loss: 0.0311717 | Time: 11104.7 ms [2021-05-29 07:36:58 main:574] : INFO : Epoch 1627 | loss: 0.0311637 | val_loss: 0.0311703 | Time: 9827.52 ms [2021-05-29 07:37:09 main:574] : INFO : Epoch 1628 | loss: 0.0311629 | val_loss: 0.0311694 | Time: 10226.3 ms [2021-05-29 07:37:19 main:574] : INFO : Epoch 1629 | loss: 0.0311627 | val_loss: 0.0311687 | Time: 10657 ms [2021-05-29 07:37:30 main:574] : INFO : Epoch 1630 | loss: 0.0311616 | val_loss: 0.0311697 | Time: 10721.1 ms [2021-05-29 07:37:41 main:574] : INFO : Epoch 1631 | loss: 0.0311638 | val_loss: 0.0311734 | Time: 10486.5 ms [2021-05-29 07:37:51 main:574] : INFO : Epoch 1632 | loss: 0.0311703 | val_loss: 0.0311752 | Time: 10388.6 ms [2021-05-29 07:38:02 main:574] : INFO : Epoch 1633 | loss: 0.0311763 | val_loss: 0.0311751 | Time: 11130.1 ms [2021-05-29 07:38:13 main:574] : INFO : Epoch 1634 | loss: 0.0311736 | val_loss: 0.0311707 | Time: 10772.1 ms [2021-05-29 07:38:23 main:574] : INFO : Epoch 1635 | loss: 0.0311702 | val_loss: 0.0311719 | Time: 9611.99 ms [2021-05-29 07:38:33 main:574] : INFO : Epoch 1636 | loss: 0.0311701 | val_loss: 0.0311723 | Time: 10228.5 ms [2021-05-29 07:38:43 main:574] : INFO : Epoch 1637 | loss: 0.0311688 | val_loss: 0.0311721 | Time: 10339.6 ms [2021-05-29 07:38:54 main:574] : INFO : Epoch 1638 | loss: 0.031168 | val_loss: 0.0311719 | Time: 10321.9 ms [2021-05-29 07:39:04 main:574] : INFO : Epoch 1639 | loss: 0.0311664 | val_loss: 0.0311735 | Time: 10139.2 ms [2021-05-29 07:39:15 main:574] : INFO : Epoch 1640 | loss: 0.0311666 | val_loss: 0.0311727 | Time: 10396.1 ms [2021-05-29 07:39:26 main:574] : INFO : Epoch 1641 | loss: 0.0311665 | val_loss: 0.0311718 | Time: 11203.6 ms [2021-05-29 07:39:37 main:574] : INFO : Epoch 1642 | loss: 0.0311674 | val_loss: 0.0311712 | Time: 10825.6 ms [2021-05-29 07:39:47 main:574] : INFO : Epoch 1643 | loss: 0.0311656 | val_loss: 0.0311725 | Time: 10359.5 ms [2021-05-29 07:39:59 main:574] : INFO : Epoch 1644 | loss: 0.0311666 | val_loss: 0.0311716 | Time: 11594.5 ms [2021-05-29 07:40:10 main:574] : INFO : Epoch 1645 | loss: 0.031167 | val_loss: 0.0311743 | Time: 11150 ms [2021-05-29 07:40:21 main:574] : INFO : Epoch 1646 | loss: 0.0311681 | val_loss: 0.0311708 | Time: 10825.7 ms [2021-05-29 07:40:32 main:574] : INFO : Epoch 1647 | loss: 0.0311665 | val_loss: 0.0311729 | Time: 10834 ms [2021-05-29 07:40:42 main:574] : INFO : Epoch 1648 | loss: 0.0311673 | val_loss: 0.0311728 | Time: 10405.5 ms [2021-05-29 07:40:52 main:574] : INFO : Epoch 1649 | loss: 0.0311667 | val_loss: 0.0311743 | Time: 10295.8 ms [2021-05-29 07:41:04 main:574] : INFO : Epoch 1650 | loss: 0.0311657 | val_loss: 0.0311733 | Time: 10869.5 ms [2021-05-29 07:41:15 main:574] : INFO : Epoch 1651 | loss: 0.0311659 | val_loss: 0.0311744 | Time: 10632.3 ms [2021-05-29 07:41:26 main:574] : INFO : Epoch 1652 | loss: 0.0311652 | val_loss: 0.0311748 | Time: 10676.1 ms [2021-05-29 07:41:36 main:574] : INFO : Epoch 1653 | loss: 0.0311647 | val_loss: 0.0311724 | Time: 10586.5 ms [2021-05-29 07:41:46 main:574] : INFO : Epoch 1654 | loss: 0.0311654 | val_loss: 0.0311713 | Time: 10234.7 ms [2021-05-29 07:41:57 main:574] : INFO : Epoch 1655 | loss: 0.0311642 | val_loss: 0.0311771 | Time: 10888.7 ms [2021-05-29 07:42:08 main:574] : INFO : Epoch 1656 | loss: 0.0311677 | val_loss: 0.0311754 | Time: 10545.9 ms [2021-05-29 07:42:19 main:574] : INFO : Epoch 1657 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 11071.6 ms [2021-05-29 07:42:30 main:574] : INFO : Epoch 1658 | loss: 0.0311654 | val_loss: 0.0311734 | Time: 10597.7 ms [2021-05-29 07:42:41 main:574] : INFO : Epoch 1659 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 10962.5 ms [2021-05-29 07:42:50 main:574] : INFO : Epoch 1660 | loss: 0.0311649 | val_loss: 0.0311717 | Time: 9666.81 ms [2021-05-29 07:43:02 main:574] : INFO : Epoch 1661 | loss: 0.0311651 | val_loss: 0.0311721 | Time: 11151.6 ms [2021-05-29 07:43:12 main:574] : INFO : Epoch 1662 | loss: 0.0311644 | val_loss: 0.0311722 | Time: 10289.2 ms [2021-05-29 07:43:23 main:574] : INFO : Epoch 1663 | loss: 0.0311632 | val_loss: 0.0311694 | Time: 11313.7 ms [2021-05-29 07:43:34 main:574] : INFO : Epoch 1664 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 10279.6 ms [2021-05-29 07:43:44 main:574] : INFO : Epoch 1665 | loss: 0.0311619 | val_loss: 0.0311706 | Time: 10003.4 ms [2021-05-29 07:43:54 main:574] : INFO : Epoch 1666 | loss: 0.0311615 | val_loss: 0.0311732 | Time: 10482.4 ms [2021-05-29 07:44:05 main:574] : INFO : Epoch 1667 | loss: 0.0311619 | val_loss: 0.031171 | Time: 10574.7 ms [2021-05-29 07:44:16 main:574] : INFO : Epoch 1668 | loss: 0.0311609 | val_loss: 0.0311712 | Time: 10866.2 ms [2021-05-29 07:44:26 main:574] : INFO : Epoch 1669 | loss: 0.0311606 | val_loss: 0.0311705 | Time: 10322 ms [2021-05-29 07:44:37 main:574] : INFO : Epoch 1670 | loss: 0.031161 | val_loss: 0.0311697 | Time: 10787.2 ms [2021-05-29 07:44:48 main:574] : INFO : Epoch 1671 | loss: 0.0311607 | val_loss: 0.0311695 | Time: 10810.9 ms [2021-05-29 07:44:59 main:574] : INFO : Epoch 1672 | loss: 0.0311614 | val_loss: 0.0311696 | Time: 10684.7 ms [2021-05-29 07:45:09 main:574] : INFO : Epoch 1673 | loss: 0.0311618 | val_loss: 0.0311718 | Time: 10046.1 ms [2021-05-29 07:45:20 main:574] : INFO : Epoch 1674 | loss: 0.0311606 | val_loss: 0.0311722 | Time: 10942.9 ms [2021-05-29 07:45:30 main:574] : INFO : Epoch 1675 | loss: 0.0311607 | val_loss: 0.0311702 | Time: 10749.6 ms [2021-05-29 07:45:41 main:574] : INFO : Epoch 1676 | loss: 0.0311603 | val_loss: 0.0311683 | Time: 10432.7 ms [2021-05-29 07:45:52 main:574] : INFO : Epoch 1677 | loss: 0.0311619 | val_loss: 0.0311708 | Time: 11087.4 ms [2021-05-29 07:46:02 main:574] : INFO : Epoch 1678 | loss: 0.0311621 | val_loss: 0.0311816 | Time: 9887.17 ms [2021-05-29 07:46:13 main:574] : INFO : Epoch 1679 | loss: 0.0311662 | val_loss: 0.0311701 | Time: 10715.4 ms [2021-05-29 07:46:24 main:574] : INFO : Epoch 1680 | loss: 0.0311662 | val_loss: 0.0311793 | Time: 11032.9 ms [2021-05-29 07:46:35 main:574] : INFO : Epoch 1681 | loss: 0.0311682 | val_loss: 0.0311697 | Time: 10578.2 ms [2021-05-29 07:46:46 main:574] : INFO : Epoch 1682 | loss: 0.0311664 | val_loss: 0.0311714 | Time: 11837.2 ms [2021-05-29 07:46:57 main:574] : INFO : Epoch 1683 | loss: 0.0311647 | val_loss: 0.0311701 | Time: 10588.8 ms [2021-05-29 07:47:08 main:574] : INFO : Epoch 1684 | loss: 0.0311645 | val_loss: 0.0311702 | Time: 10472.8 ms [2021-05-29 07:47:19 main:574] : INFO : Epoch 1685 | loss: 0.0311618 | val_loss: 0.0311729 | Time: 10965.2 ms [2021-05-29 07:47:29 main:574] : INFO : Epoch 1686 | loss: 0.0311633 | val_loss: 0.0311717 | Time: 10352.9 ms [2021-05-29 07:47:40 main:574] : INFO : Epoch 1687 | loss: 0.0311627 | val_loss: 0.031171 | Time: 11147.7 ms [2021-05-29 07:47:51 main:574] : INFO : Epoch 1688 | loss: 0.0311625 | val_loss: 0.0311734 | Time: 10658.8 ms [2021-05-29 07:48:02 main:574] : INFO : Epoch 1689 | loss: 0.0311622 | val_loss: 0.0311725 | Time: 11026.3 ms [2021-05-29 07:48:13 main:574] : INFO : Epoch 1690 | loss: 0.0311613 | val_loss: 0.0311797 | Time: 10723.6 ms [2021-05-29 07:48:23 main:574] : INFO : Epoch 1691 | loss: 0.0311689 | val_loss: 0.031175 | Time: 10464.1 ms [2021-05-29 07:48:34 main:574] : INFO : Epoch 1692 | loss: 0.0311709 | val_loss: 0.0311725 | Time: 10282 ms [2021-05-29 07:48:44 main:574] : INFO : Epoch 1693 | loss: 0.0311681 | val_loss: 0.031171 | Time: 10720.6 ms [2021-05-29 07:48:55 main:574] : INFO : Epoch 1694 | loss: 0.031166 | val_loss: 0.0311709 | Time: 10392.6 ms [2021-05-29 07:49:06 main:574] : INFO : Epoch 1695 | loss: 0.0311658 | val_loss: 0.0311699 | Time: 11162.9 ms [2021-05-29 07:49:16 main:574] : INFO : Epoch 1696 | loss: 0.031165 | val_loss: 0.0311698 | Time: 10107.4 ms [2021-05-29 07:49:27 main:574] : INFO : Epoch 1697 | loss: 0.0311641 | val_loss: 0.0311716 | Time: 10633.8 ms [2021-05-29 07:49:38 main:574] : INFO : Epoch 1698 | loss: 0.0311657 | val_loss: 0.0311747 | Time: 10761.6 ms [2021-05-29 07:49:48 main:574] : INFO : Epoch 1699 | loss: 0.0311657 | val_loss: 0.0311689 | Time: 10777 ms [2021-05-29 07:49:59 main:574] : INFO : Epoch 1700 | loss: 0.0311645 | val_loss: 0.0311699 | Time: 10710.9 ms [2021-05-29 07:50:10 main:574] : INFO : Epoch 1701 | loss: 0.0311635 | val_loss: 0.0311694 | Time: 10939.7 ms [2021-05-29 07:50:21 main:574] : INFO : Epoch 1702 | loss: 0.0311641 | val_loss: 0.0311706 | Time: 10249.2 ms [2021-05-29 07:50:32 main:574] : INFO : Epoch 1703 | loss: 0.0311632 | val_loss: 0.0311709 | Time: 11413.3 ms [2021-05-29 07:50:43 main:574] : INFO : Epoch 1704 | loss: 0.0311637 | val_loss: 0.0311702 | Time: 10773.1 ms [2021-05-29 07:50:54 main:574] : INFO : Epoch 1705 | loss: 0.0311623 | val_loss: 0.0311684 | Time: 10721.6 ms [2021-05-29 07:51:05 main:574] : INFO : Epoch 1706 | loss: 0.0311619 | val_loss: 0.0311698 | Time: 11240.5 ms [2021-05-29 07:51:15 main:574] : INFO : Epoch 1707 | loss: 0.0311618 | val_loss: 0.0311695 | Time: 10497.2 ms [2021-05-29 07:51:26 main:574] : INFO : Epoch 1708 | loss: 0.0311617 | val_loss: 0.0311705 | Time: 10181.7 ms [2021-05-29 07:51:37 main:574] : INFO : Epoch 1709 | loss: 0.0311606 | val_loss: 0.031169 | Time: 11515.6 ms [2021-05-29 07:51:48 main:574] : INFO : Epoch 1710 | loss: 0.0311603 | val_loss: 0.0311693 | Time: 10443.5 ms [2021-05-29 07:51:59 main:574] : INFO : Epoch 1711 | loss: 0.0311609 | val_loss: 0.0311696 | Time: 11202.3 ms [2021-05-29 07:52:09 main:574] : INFO : Epoch 1712 | loss: 0.0311651 | val_loss: 0.0311773 | Time: 10216.9 ms [2021-05-29 07:52:20 main:574] : INFO : Epoch 1713 | loss: 0.0311806 | val_loss: 0.0311827 | Time: 11149 ms [2021-05-29 07:52:31 main:574] : INFO : Epoch 1714 | loss: 0.0311805 | val_loss: 0.0311897 | Time: 10898.3 ms [2021-05-29 07:52:42 main:574] : INFO : Epoch 1715 | loss: 0.0311795 | val_loss: 0.0311813 | Time: 10732 ms [2021-05-29 07:52:53 main:574] : INFO : Epoch 1716 | loss: 0.0311744 | val_loss: 0.0311801 | Time: 10404.1 ms [2021-05-29 07:53:03 main:574] : INFO : Epoch 1717 | loss: 0.0311733 | val_loss: 0.0311774 | Time: 10481.1 ms [2021-05-29 07:53:13 main:574] : INFO : Epoch 1718 | loss: 0.0311689 | val_loss: 0.0311732 | Time: 10273 ms [2021-05-29 07:53:23 main:574] : INFO : Epoch 1719 | loss: 0.0311665 | val_loss: 0.031174 | Time: 9970.77 ms [2021-05-29 07:53:34 main:574] : INFO : Epoch 1720 | loss: 0.0311665 | val_loss: 0.0311723 | Time: 10555 ms [2021-05-29 07:53:45 main:574] : INFO : Epoch 1721 | loss: 0.0311656 | val_loss: 0.0311731 | Time: 10442.1 ms [2021-05-29 07:53:55 main:574] : INFO : Epoch 1722 | loss: 0.0311702 | val_loss: 0.0311764 | Time: 10847 ms [2021-05-29 07:54:06 main:574] : INFO : Epoch 1723 | loss: 0.0311739 | val_loss: 0.0311778 | Time: 10081 ms [2021-05-29 07:54:16 main:574] : INFO : Epoch 1724 | loss: 0.0311746 | val_loss: 0.0311771 | Time: 10297.9 ms [2021-05-29 07:54:27 main:574] : INFO : Epoch 1725 | loss: 0.0311736 | val_loss: 0.0311759 | Time: 10933 ms [2021-05-29 07:54:39 main:574] : INFO : Epoch 1726 | loss: 0.0311726 | val_loss: 0.0311758 | Time: 11591.7 ms [2021-05-29 07:54:49 main:574] : INFO : Epoch 1727 | loss: 0.0311722 | val_loss: 0.0311748 | Time: 10516.8 ms [2021-05-29 07:54:59 main:574] : INFO : Epoch 1728 | loss: 0.0311707 | val_loss: 0.0311753 | Time: 10135.7 ms [2021-05-29 07:55:10 main:574] : INFO : Epoch 1729 | loss: 0.0311707 | val_loss: 0.0311766 | Time: 10534.2 ms [2021-05-29 07:55:21 main:574] : INFO : Epoch 1730 | loss: 0.0311707 | val_loss: 0.0311751 | Time: 11115.1 ms [2021-05-29 07:55:32 main:574] : INFO : Epoch 1731 | loss: 0.0311706 | val_loss: 0.0311786 | Time: 10470.9 ms [2021-05-29 07:55:43 main:574] : INFO : Epoch 1732 | loss: 0.0311706 | val_loss: 0.0311761 | Time: 10817.7 ms [2021-05-29 07:55:53 main:574] : INFO : Epoch 1733 | loss: 0.0311719 | val_loss: 0.0311785 | Time: 10704.9 ms [2021-05-29 07:56:05 main:574] : INFO : Epoch 1734 | loss: 0.0311735 | val_loss: 0.0311776 | Time: 11380.2 ms [2021-05-29 07:56:16 main:574] : INFO : Epoch 1735 | loss: 0.0311766 | val_loss: 0.031177 | Time: 10855.2 ms [2021-05-29 07:56:26 main:574] : INFO : Epoch 1736 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 10490.6 ms [2021-05-29 07:56:37 main:574] : INFO : Epoch 1737 | loss: 0.0311777 | val_loss: 0.0311779 | Time: 10772.1 ms [2021-05-29 07:56:47 main:574] : INFO : Epoch 1738 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 10121.1 ms [2021-05-29 07:56:58 main:574] : INFO : Epoch 1739 | loss: 0.0311769 | val_loss: 0.0311758 | Time: 10831.9 ms [2021-05-29 07:57:09 main:574] : INFO : Epoch 1740 | loss: 0.0311731 | val_loss: 0.0311749 | Time: 11085.6 ms [2021-05-29 07:57:20 main:574] : INFO : Epoch 1741 | loss: 0.0311723 | val_loss: 0.0311749 | Time: 10422.5 ms [2021-05-29 07:57:31 main:574] : INFO : Epoch 1742 | loss: 0.0311716 | val_loss: 0.0311753 | Time: 11127.6 ms [2021-05-29 07:57:41 main:574] : INFO : Epoch 1743 | loss: 0.0311722 | val_loss: 0.0311765 | Time: 10301.5 ms [2021-05-29 07:57:51 main:574] : INFO : Epoch 1744 | loss: 0.0311726 | val_loss: 0.031173 | Time: 10114.5 ms [2021-05-29 07:58:02 main:574] : INFO : Epoch 1745 | loss: 0.03117 | val_loss: 0.0311726 | Time: 10666.8 ms [2021-05-29 07:58:13 main:574] : INFO : Epoch 1746 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 11048.7 ms [2021-05-29 07:58:24 main:574] : INFO : Epoch 1747 | loss: 0.0311737 | val_loss: 0.0311754 | Time: 10253.4 ms [2021-05-29 07:58:35 main:574] : INFO : Epoch 1748 | loss: 0.0311722 | val_loss: 0.0311781 | Time: 11377.1 ms [2021-05-29 07:58:46 main:574] : INFO : Epoch 1749 | loss: 0.0311723 | val_loss: 0.0311735 | Time: 10659.7 ms [2021-05-29 07:58:56 main:574] : INFO : Epoch 1750 | loss: 0.0311714 | val_loss: 0.0311743 | Time: 10593.8 ms [2021-05-29 07:59:08 main:574] : INFO : Epoch 1751 | loss: 0.031171 | val_loss: 0.0311731 | Time: 11274.5 ms [2021-05-29 07:59:18 main:574] : INFO : Epoch 1752 | loss: 0.0311709 | val_loss: 0.0311749 | Time: 10745 ms [2021-05-29 07:59:29 main:574] : INFO : Epoch 1753 | loss: 0.0311714 | val_loss: 0.0311723 | Time: 10724.9 ms [2021-05-29 07:59:40 main:574] : INFO : Epoch 1754 | loss: 0.03117 | val_loss: 0.0311713 | Time: 10447.8 ms [2021-05-29 07:59:50 main:574] : INFO : Epoch 1755 | loss: 0.0311676 | val_loss: 0.0311713 | Time: 10584 ms [2021-05-29 08:00:01 main:574] : INFO : Epoch 1756 | loss: 0.0311682 | val_loss: 0.0311727 | Time: 10636.8 ms [2021-05-29 08:00:12 main:574] : INFO : Epoch 1757 | loss: 0.0311686 | val_loss: 0.0311723 | Time: 10432.8 ms [2021-05-29 08:00:23 main:574] : INFO : Epoch 1758 | loss: 0.031169 | val_loss: 0.031173 | Time: 11091.7 ms [2021-05-29 08:00:33 main:574] : INFO : Epoch 1759 | loss: 0.0311674 | val_loss: 0.0311721 | Time: 10211.7 ms [2021-05-29 08:00:44 main:574] : INFO : Epoch 1760 | loss: 0.0311665 | val_loss: 0.0311713 | Time: 10748.2 ms [2021-05-29 08:00:54 main:574] : INFO : Epoch 1761 | loss: 0.0311668 | val_loss: 0.0311713 | Time: 10543.1 ms [2021-05-29 08:01:05 main:574] : INFO : Epoch 1762 | loss: 0.0311667 | val_loss: 0.0311713 | Time: 10774.2 ms [2021-05-29 08:01:15 main:574] : INFO : Epoch 1763 | loss: 0.0311668 | val_loss: 0.0311716 | Time: 10062.5 ms [2021-05-29 08:01:27 main:574] : INFO : Epoch 1764 | loss: 0.0311676 | val_loss: 0.0311739 | Time: 11349.4 ms [2021-05-29 08:01:37 main:574] : INFO : Epoch 1765 | loss: 0.0311698 | val_loss: 0.031174 | Time: 10296.3 ms [2021-05-29 08:01:48 main:574] : INFO : Epoch 1766 | loss: 0.0311673 | val_loss: 0.031173 | Time: 11107.7 ms [2021-05-29 08:01:59 main:574] : INFO : Epoch 1767 | loss: 0.0311685 | val_loss: 0.0311714 | Time: 11227.8 ms [2021-05-29 08:02:10 main:574] : INFO : Epoch 1768 | loss: 0.0311673 | val_loss: 0.0311712 | Time: 10151 ms [2021-05-29 08:02:20 main:574] : INFO : Epoch 1769 | loss: 0.0311666 | val_loss: 0.031172 | Time: 10432.8 ms [2021-05-29 08:02:30 main:574] : INFO : Epoch 1770 | loss: 0.0311667 | val_loss: 0.0311716 | Time: 10252.1 ms [2021-05-29 08:02:40 main:574] : INFO : Epoch 1771 | loss: 0.0311672 | val_loss: 0.0311714 | Time: 9988.96 ms [2021-05-29 08:02:51 main:574] : INFO : Epoch 1772 | loss: 0.0311677 | val_loss: 0.0311726 | Time: 10114.7 ms [2021-05-29 08:03:01 main:574] : INFO : Epoch 1773 | loss: 0.031169 | val_loss: 0.0311755 | Time: 10337.3 ms [2021-05-29 08:03:12 main:574] : INFO : Epoch 1774 | loss: 0.0311694 | val_loss: 0.0311736 | Time: 10843.1 ms [2021-05-29 08:03:23 main:574] : INFO : Epoch 1775 | loss: 0.0311683 | val_loss: 0.0311717 | Time: 10641.3 ms [2021-05-29 08:03:33 main:574] : INFO : Epoch 1776 | loss: 0.0311686 | val_loss: 0.0311715 | Time: 10588.8 ms [2021-05-29 08:03:44 main:574] : INFO : Epoch 1777 | loss: 0.0311685 | val_loss: 0.0311737 | Time: 10354.3 ms [2021-05-29 08:03:55 main:574] : INFO : Epoch 1778 | loss: 0.0311709 | val_loss: 0.0311804 | Time: 11168.5 ms [2021-05-29 08:04:05 main:574] : INFO : Epoch 1779 | loss: 0.0311711 | val_loss: 0.0311752 | Time: 10592.9 ms [2021-05-29 08:04:16 main:574] : INFO : Epoch 1780 | loss: 0.0311684 | val_loss: 0.0311715 | Time: 10389.2 ms [2021-05-29 08:04:26 main:574] : INFO : Epoch 1781 | loss: 0.031168 | val_loss: 0.0311726 | Time: 10473.8 ms [2021-05-29 08:04:37 main:574] : INFO : Epoch 1782 | loss: 0.0311687 | val_loss: 0.0311728 | Time: 10876.6 ms [2021-05-29 08:04:48 main:574] : INFO : Epoch 1783 | loss: 0.031171 | val_loss: 0.0311734 | Time: 10618.7 ms [2021-05-29 08:04:59 main:574] : INFO : Epoch 1784 | loss: 0.0311712 | val_loss: 0.0311722 | Time: 11184.9 ms [2021-05-29 08:05:10 main:574] : INFO : Epoch 1785 | loss: 0.0311699 | val_loss: 0.0311722 | Time: 10795.5 ms [2021-05-29 08:05:21 main:574] : INFO : Epoch 1786 | loss: 0.03117 | val_loss: 0.0311724 | Time: 10435 ms [2021-05-29 08:05:31 main:574] : INFO : Epoch 1787 | loss: 0.0311684 | val_loss: 0.0311738 | Time: 10816.8 ms [2021-05-29 08:05:42 main:574] : INFO : Epoch 1788 | loss: 0.0311694 | val_loss: 0.0311733 | Time: 10733.6 ms [2021-05-29 08:05:53 main:574] : INFO : Epoch 1789 | loss: 0.031169 | val_loss: 0.031174 | Time: 10573.7 ms [2021-05-29 08:06:04 main:574] : INFO : Epoch 1790 | loss: 0.0311681 | val_loss: 0.0311734 | Time: 11056.7 ms [2021-05-29 08:06:14 main:574] : INFO : Epoch 1791 | loss: 0.031168 | val_loss: 0.0311755 | Time: 10229.5 ms [2021-05-29 08:06:25 main:574] : INFO : Epoch 1792 | loss: 0.0311674 | val_loss: 0.0311733 | Time: 10753.3 ms [2021-05-29 08:06:36 main:574] : INFO : Epoch 1793 | loss: 0.0311667 | val_loss: 0.0311737 | Time: 10631 ms [2021-05-29 08:06:46 main:574] : INFO : Epoch 1794 | loss: 0.0311672 | val_loss: 0.0311769 | Time: 10186.6 ms [2021-05-29 08:06:56 main:574] : INFO : Epoch 1795 | loss: 0.0311736 | val_loss: 0.0311788 | Time: 10296.9 ms [2021-05-29 08:07:08 main:574] : INFO : Epoch 1796 | loss: 0.0311728 | val_loss: 0.031176 | Time: 11123.2 ms [2021-05-29 08:07:18 main:574] : INFO : Epoch 1797 | loss: 0.0311704 | val_loss: 0.0311763 | Time: 10460.5 ms [2021-05-29 08:07:29 main:574] : INFO : Epoch 1798 | loss: 0.0311682 | val_loss: 0.0311739 | Time: 10469.8 ms [2021-05-29 08:07:39 main:574] : INFO : Epoch 1799 | loss: 0.0311672 | val_loss: 0.0311733 | Time: 10757.8 ms [2021-05-29 08:07:50 main:574] : INFO : Epoch 1800 | loss: 0.0311672 | val_loss: 0.0311748 | Time: 10555 ms [2021-05-29 08:08:01 main:574] : INFO : Epoch 1801 | loss: 0.0311684 | val_loss: 0.0311757 | Time: 10458 ms [2021-05-29 08:08:11 main:574] : INFO : Epoch 1802 | loss: 0.0311674 | val_loss: 0.0311735 | Time: 10703.6 ms [2021-05-29 08:08:22 main:574] : INFO : Epoch 1803 | loss: 0.0311666 | val_loss: 0.0311755 | Time: 11143 ms [2021-05-29 08:08:33 main:574] : INFO : Epoch 1804 | loss: 0.0311663 | val_loss: 0.0311737 | Time: 10646.9 ms [2021-05-29 08:08:45 main:574] : INFO : Epoch 1805 | loss: 0.0311659 | val_loss: 0.031174 | Time: 11476.8 ms [2021-05-29 08:08:56 main:574] : INFO : Epoch 1806 | loss: 0.0311662 | val_loss: 0.0311728 | Time: 10923.6 ms [2021-05-29 08:09:06 main:574] : INFO : Epoch 1807 | loss: 0.0311663 | val_loss: 0.0311719 | Time: 10235.8 ms [2021-05-29 08:09:17 main:574] : INFO : Epoch 1808 | loss: 0.0311669 | val_loss: 0.031172 | Time: 10453.9 ms [2021-05-29 08:09:27 main:574] : INFO : Epoch 1809 | loss: 0.0311878 | val_loss: 0.0312008 | Time: 10390.8 ms [2021-05-29 08:09:38 main:574] : INFO : Epoch 1810 | loss: 0.0315408 | val_loss: 0.0318577 | Time: 10801.9 ms [2021-05-29 08:09:48 main:574] : INFO : Epoch 1811 | loss: 0.0330918 | val_loss: 0.031589 | Time: 10489.3 ms [2021-05-29 08:10:00 main:574] : INFO : Epoch 1812 | loss: 0.0315879 | val_loss: 0.0313838 | Time: 11099.6 ms [2021-05-29 08:10:10 main:574] : INFO : Epoch 1813 | loss: 0.0312699 | val_loss: 0.0312148 | Time: 10503 ms [2021-05-29 08:10:21 main:574] : INFO : Epoch 1814 | loss: 0.0311954 | val_loss: 0.0311838 | Time: 10692.7 ms [2021-05-29 08:10:32 main:574] : INFO : Epoch 1815 | loss: 0.0311818 | val_loss: 0.0311794 | Time: 10751.9 ms [2021-05-29 08:10:43 main:574] : INFO : Epoch 1816 | loss: 0.0311772 | val_loss: 0.031176 | Time: 10875.7 ms [2021-05-29 08:10:53 main:574] : INFO : Epoch 1817 | loss: 0.0311745 | val_loss: 0.0311764 | Time: 10647.5 ms [2021-05-29 08:11:04 main:574] : INFO : Epoch 1818 | loss: 0.0311717 | val_loss: 0.0311736 | Time: 10437.8 ms [2021-05-29 08:11:14 main:574] : INFO : Epoch 1819 | loss: 0.0311697 | val_loss: 0.0311725 | Time: 10484.7 ms [2021-05-29 08:11:25 main:574] : INFO : Epoch 1820 | loss: 0.0311695 | val_loss: 0.0311729 | Time: 10705.2 ms [2021-05-29 08:11:35 main:574] : INFO : Epoch 1821 | loss: 0.0311691 | val_loss: 0.031172 | Time: 10175.1 ms [2021-05-29 08:11:46 main:574] : INFO : Epoch 1822 | loss: 0.0311689 | val_loss: 0.0311719 | Time: 11082.8 ms [2021-05-29 08:11:57 main:574] : INFO : Epoch 1823 | loss: 0.0311688 | val_loss: 0.0311744 | Time: 10542.4 ms [2021-05-29 08:12:09 main:574] : INFO : Epoch 1824 | loss: 0.0311678 | val_loss: 0.0311721 | Time: 11455.6 ms [2021-05-29 08:12:19 main:574] : INFO : Epoch 1825 | loss: 0.031168 | val_loss: 0.0311725 | Time: 10762.2 ms [2021-05-29 08:12:30 main:574] : INFO : Epoch 1826 | loss: 0.0311686 | val_loss: 0.0311739 | Time: 10241.8 ms [2021-05-29 08:12:41 main:574] : INFO : Epoch 1827 | loss: 0.0311687 | val_loss: 0.031174 | Time: 10972.4 ms [2021-05-29 08:12:51 main:574] : INFO : Epoch 1828 | loss: 0.0311685 | val_loss: 0.0311721 | Time: 10513.3 ms [2021-05-29 08:13:02 main:574] : INFO : Epoch 1829 | loss: 0.0311683 | val_loss: 0.0311739 | Time: 10373.2 ms [2021-05-29 08:13:12 main:574] : INFO : Epoch 1830 | loss: 0.0311668 | val_loss: 0.0311734 | Time: 9834.03 ms [2021-05-29 08:13:21 main:574] : INFO : Epoch 1831 | loss: 0.0311673 | val_loss: 0.0311732 | Time: 9576.96 ms [2021-05-29 08:13:32 main:574] : INFO : Epoch 1832 | loss: 0.0311664 | val_loss: 0.0311728 | Time: 10553.4 ms [2021-05-29 08:13:42 main:574] : INFO : Epoch 1833 | loss: 0.0311653 | val_loss: 0.031174 | Time: 10573.1 ms [2021-05-29 08:13:53 main:574] : INFO : Epoch 1834 | loss: 0.0311662 | val_loss: 0.0311758 | Time: 10921.3 ms [2021-05-29 08:14:04 main:574] : INFO : Epoch 1835 | loss: 0.0311655 | val_loss: 0.0311727 | Time: 10695.3 ms [2021-05-29 08:14:15 main:574] : INFO : Epoch 1836 | loss: 0.0311655 | val_loss: 0.0311734 | Time: 10720.1 ms [2021-05-29 08:14:26 main:574] : INFO : Epoch 1837 | loss: 0.0311661 | val_loss: 0.0311737 | Time: 10961.5 ms [2021-05-29 08:14:37 main:574] : INFO : Epoch 1838 | loss: 0.0311662 | val_loss: 0.0311723 | Time: 10937.3 ms [2021-05-29 08:14:48 main:574] : INFO : Epoch 1839 | loss: 0.0311652 | val_loss: 0.0311731 | Time: 10505.2 ms [2021-05-29 08:14:59 main:574] : INFO : Epoch 1840 | loss: 0.0311655 | val_loss: 0.0311728 | Time: 11338.1 ms [2021-05-29 08:15:10 main:574] : INFO : Epoch 1841 | loss: 0.0311655 | val_loss: 0.0311716 | Time: 11071.1 ms [2021-05-29 08:15:21 main:574] : INFO : Epoch 1842 | loss: 0.0311653 | val_loss: 0.031173 | Time: 10713.5 ms [2021-05-29 08:15:32 main:574] : INFO : Epoch 1843 | loss: 0.0311649 | val_loss: 0.0311724 | Time: 10777.7 ms [2021-05-29 08:15:42 main:574] : INFO : Epoch 1844 | loss: 0.0311651 | val_loss: 0.0311718 | Time: 10209 ms [2021-05-29 08:15:53 main:574] : INFO : Epoch 1845 | loss: 0.0311663 | val_loss: 0.0311743 | Time: 10482 ms [2021-05-29 08:16:04 main:574] : INFO : Epoch 1846 | loss: 0.0311656 | val_loss: 0.0311728 | Time: 10928 ms [2021-05-29 08:16:14 main:574] : INFO : Epoch 1847 | loss: 0.0311649 | val_loss: 0.0311715 | Time: 10623.5 ms [2021-05-29 08:16:25 main:574] : INFO : Epoch 1848 | loss: 0.0311659 | val_loss: 0.031172 | Time: 10597 ms [2021-05-29 08:16:36 main:574] : INFO : Epoch 1849 | loss: 0.0311646 | val_loss: 0.031173 | Time: 11170.9 ms [2021-05-29 08:16:46 main:574] : INFO : Epoch 1850 | loss: 0.0311662 | val_loss: 0.0311735 | Time: 10136.7 ms [2021-05-29 08:16:57 main:574] : INFO : Epoch 1851 | loss: 0.0311668 | val_loss: 0.0311743 | Time: 10237.9 ms [2021-05-29 08:17:07 main:574] : INFO : Epoch 1852 | loss: 0.0311663 | val_loss: 0.0311741 | Time: 10808 ms [2021-05-29 08:17:18 main:574] : INFO : Epoch 1853 | loss: 0.0311681 | val_loss: 0.0311746 | Time: 10627.4 ms [2021-05-29 08:17:29 main:574] : INFO : Epoch 1854 | loss: 0.0311698 | val_loss: 0.0311742 | Time: 10930.5 ms [2021-05-29 08:17:40 main:574] : INFO : Epoch 1855 | loss: 0.0311687 | val_loss: 0.0311723 | Time: 11231 ms [2021-05-29 08:17:52 main:574] : INFO : Epoch 1856 | loss: 0.0311683 | val_loss: 0.0311737 | Time: 11402.3 ms [2021-05-29 08:18:03 main:574] : INFO : Epoch 1857 | loss: 0.0311677 | val_loss: 0.0311726 | Time: 10820.3 ms [2021-05-29 08:18:13 main:574] : INFO : Epoch 1858 | loss: 0.0311664 | val_loss: 0.0311726 | Time: 10629.2 ms [2021-05-29 08:18:24 main:574] : INFO : Epoch 1859 | loss: 0.0311673 | val_loss: 0.0311738 | Time: 10164.6 ms [2021-05-29 08:18:35 main:574] : INFO : Epoch 1860 | loss: 0.0311679 | val_loss: 0.0311723 | Time: 11314.9 ms [2021-05-29 08:18:46 main:574] : INFO : Epoch 1861 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 10708.4 ms [2021-05-29 08:18:56 main:574] : INFO : Epoch 1862 | loss: 0.031167 | val_loss: 0.031173 | Time: 10534 ms [2021-05-29 08:19:07 main:574] : INFO : Epoch 1863 | loss: 0.0311665 | val_loss: 0.031171 | Time: 10826.4 ms [2021-05-29 08:19:18 main:574] : INFO : Epoch 1864 | loss: 0.0311661 | val_loss: 0.0311712 | Time: 10747.4 ms [2021-05-29 08:19:29 main:574] : INFO : Epoch 1865 | loss: 0.0311667 | val_loss: 0.0311715 | Time: 11316.1 ms [2021-05-29 08:19:40 main:574] : INFO : Epoch 1866 | loss: 0.0311655 | val_loss: 0.0311703 | Time: 10452.2 ms [2021-05-29 08:19:50 main:574] : INFO : Epoch 1867 | loss: 0.0311648 | val_loss: 0.0311707 | Time: 10557.7 ms [2021-05-29 08:20:01 main:574] : INFO : Epoch 1868 | loss: 0.0311645 | val_loss: 0.0311726 | Time: 10902.5 ms [2021-05-29 08:20:12 main:574] : INFO : Epoch 1869 | loss: 0.0311651 | val_loss: 0.0311714 | Time: 10713.2 ms [2021-05-29 08:20:24 main:574] : INFO : Epoch 1870 | loss: 0.0311649 | val_loss: 0.0311698 | Time: 11431.1 ms [2021-05-29 08:20:35 main:574] : INFO : Epoch 1871 | loss: 0.0311655 | val_loss: 0.031171 | Time: 11042.7 ms [2021-05-29 08:20:45 main:574] : INFO : Epoch 1872 | loss: 0.0311656 | val_loss: 0.0311713 | Time: 10550.2 ms [2021-05-29 08:20:55 main:574] : INFO : Epoch 1873 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 10115.4 ms [2021-05-29 08:21:06 main:574] : INFO : Epoch 1874 | loss: 0.031164 | val_loss: 0.0311707 | Time: 10502.3 ms [2021-05-29 08:21:17 main:574] : INFO : Epoch 1875 | loss: 0.0311628 | val_loss: 0.0311715 | Time: 10905.1 ms [2021-05-29 08:21:27 main:574] : INFO : Epoch 1876 | loss: 0.0311627 | val_loss: 0.0311705 | Time: 10284.9 ms [2021-05-29 08:21:38 main:574] : INFO : Epoch 1877 | loss: 0.031162 | val_loss: 0.0311703 | Time: 10330.7 ms [2021-05-29 08:21:48 main:574] : INFO : Epoch 1878 | loss: 0.0311616 | val_loss: 0.0311697 | Time: 10029 ms [2021-05-29 08:21:59 main:574] : INFO : Epoch 1879 | loss: 0.0311617 | val_loss: 0.0311709 | Time: 10691 ms [2021-05-29 08:22:09 main:574] : INFO : Epoch 1880 | loss: 0.0311621 | val_loss: 0.0311718 | Time: 10471.2 ms [2021-05-29 08:22:20 main:574] : INFO : Epoch 1881 | loss: 0.0311621 | val_loss: 0.0311708 | Time: 10739 ms [2021-05-29 08:22:31 main:574] : INFO : Epoch 1882 | loss: 0.0311619 | val_loss: 0.0311701 | Time: 10927 ms [2021-05-29 08:22:42 main:574] : INFO : Epoch 1883 | loss: 0.0311628 | val_loss: 0.031173 | Time: 10746.6 ms [2021-05-29 08:22:52 main:574] : INFO : Epoch 1884 | loss: 0.0311631 | val_loss: 0.0311699 | Time: 10789.5 ms [2021-05-29 08:23:03 main:574] : INFO : Epoch 1885 | loss: 0.0311624 | val_loss: 0.03117 | Time: 10621.3 ms [2021-05-29 08:23:13 main:574] : INFO : Epoch 1886 | loss: 0.0311631 | val_loss: 0.0311691 | Time: 9998.37 ms [2021-05-29 08:23:24 main:574] : INFO : Epoch 1887 | loss: 0.0311622 | val_loss: 0.031171 | Time: 10677.9 ms [2021-05-29 08:23:34 main:574] : INFO : Epoch 1888 | loss: 0.0311619 | val_loss: 0.0311708 | Time: 10411.8 ms [2021-05-29 08:23:45 main:574] : INFO : Epoch 1889 | loss: 0.0311632 | val_loss: 0.0311701 | Time: 10669.4 ms [2021-05-29 08:23:56 main:574] : INFO : Epoch 1890 | loss: 0.0311627 | val_loss: 0.031171 | Time: 10857.4 ms [2021-05-29 08:24:06 main:574] : INFO : Epoch 1891 | loss: 0.0311629 | val_loss: 0.0311693 | Time: 10301.5 ms [2021-05-29 08:24:18 main:574] : INFO : Epoch 1892 | loss: 0.0311614 | val_loss: 0.0311722 | Time: 11471.4 ms [2021-05-29 08:24:29 main:574] : INFO : Epoch 1893 | loss: 0.0311618 | val_loss: 0.0311704 | Time: 10996.8 ms [2021-05-29 08:24:39 main:574] : INFO : Epoch 1894 | loss: 0.0311618 | val_loss: 0.03117 | Time: 10507 ms [2021-05-29 08:24:50 main:574] : INFO : Epoch 1895 | loss: 0.0311609 | val_loss: 0.0311706 | Time: 10981.1 ms [2021-05-29 08:25:01 main:574] : INFO : Epoch 1896 | loss: 0.0311602 | val_loss: 0.03117 | Time: 10355.6 ms [2021-05-29 08:25:11 main:574] : INFO : Epoch 1897 | loss: 0.0311607 | val_loss: 0.03117 | Time: 10564.5 ms [2021-05-29 08:25:22 main:574] : INFO : Epoch 1898 | loss: 0.0311608 | val_loss: 0.03117 | Time: 10786.5 ms [2021-05-29 08:25:33 main:574] : INFO : Epoch 1899 | loss: 0.0311611 | val_loss: 0.0311715 | Time: 10588.5 ms [2021-05-29 08:25:43 main:574] : INFO : Epoch 1900 | loss: 0.031161 | val_loss: 0.0311704 | Time: 10121.5 ms [2021-05-29 08:25:54 main:574] : INFO : Epoch 1901 | loss: 0.0311609 | val_loss: 0.0311706 | Time: 10482 ms [2021-05-29 08:26:04 main:574] : INFO : Epoch 1902 | loss: 0.0311613 | val_loss: 0.0311704 | Time: 10457.3 ms [2021-05-29 08:26:14 main:574] : INFO : Epoch 1903 | loss: 0.0311615 | val_loss: 0.0311706 | Time: 10256.9 ms [2021-05-29 08:26:25 main:574] : INFO : Epoch 1904 | loss: 0.0311604 | val_loss: 0.0311698 | Time: 10462.4 ms [2021-05-29 08:26:36 main:574] : INFO : Epoch 1905 | loss: 0.0311594 | val_loss: 0.0311695 | Time: 10679.2 ms [2021-05-29 08:26:47 main:574] : INFO : Epoch 1906 | loss: 0.0311632 | val_loss: 0.0311707 | Time: 10856 ms [2021-05-29 08:26:57 main:574] : INFO : Epoch 1907 | loss: 0.0311646 | val_loss: 0.0311697 | Time: 10594.3 ms [2021-05-29 08:27:08 main:574] : INFO : Epoch 1908 | loss: 0.0311618 | val_loss: 0.0311705 | Time: 10678.2 ms [2021-05-29 08:27:19 main:574] : INFO : Epoch 1909 | loss: 0.0311613 | val_loss: 0.0311696 | Time: 11038.2 ms [2021-05-29 08:27:30 main:574] : INFO : Epoch 1910 | loss: 0.0311601 | val_loss: 0.0311701 | Time: 10561.1 ms [2021-05-29 08:27:41 main:574] : INFO : Epoch 1911 | loss: 0.031161 | val_loss: 0.0311702 | Time: 10796.8 ms [2021-05-29 08:27:51 main:574] : INFO : Epoch 1912 | loss: 0.0311602 | val_loss: 0.0311755 | Time: 10517.2 ms [2021-05-29 08:28:02 main:574] : INFO : Epoch 1913 | loss: 0.0311634 | val_loss: 0.0311725 | Time: 10547.2 ms [2021-05-29 08:28:13 main:574] : INFO : Epoch 1914 | loss: 0.0311644 | val_loss: 0.0311729 | Time: 10963.2 ms [2021-05-29 08:28:24 main:574] : INFO : Epoch 1915 | loss: 0.0311622 | val_loss: 0.0311736 | Time: 10996.3 ms [2021-05-29 08:28:34 main:574] : INFO : Epoch 1916 | loss: 0.0311639 | val_loss: 0.0311753 | Time: 10488.5 ms [2021-05-29 08:28:45 main:574] : INFO : Epoch 1917 | loss: 0.0311692 | val_loss: 0.0311758 | Time: 10355.9 ms [2021-05-29 08:28:55 main:574] : INFO : Epoch 1918 | loss: 0.0311681 | val_loss: 0.0311744 | Time: 10448.9 ms [2021-05-29 08:29:06 main:574] : INFO : Epoch 1919 | loss: 0.0311672 | val_loss: 0.031174 | Time: 10974.8 ms [2021-05-29 08:29:17 main:574] : INFO : Epoch 1920 | loss: 0.0311646 | val_loss: 0.0311736 | Time: 10389 ms [2021-05-29 08:29:28 main:574] : INFO : Epoch 1921 | loss: 0.0311642 | val_loss: 0.0311721 | Time: 10843.3 ms [2021-05-29 08:29:38 main:574] : INFO : Epoch 1922 | loss: 0.0311635 | val_loss: 0.031172 | Time: 10651.3 ms [2021-05-29 08:29:49 main:574] : INFO : Epoch 1923 | loss: 0.0311641 | val_loss: 0.0311734 | Time: 10956.8 ms [2021-05-29 08:30:01 main:574] : INFO : Epoch 1924 | loss: 0.0311632 | val_loss: 0.0311731 | Time: 11376.4 ms [2021-05-29 08:30:12 main:574] : INFO : Epoch 1925 | loss: 0.0311625 | val_loss: 0.0311724 | Time: 10833.4 ms [2021-05-29 08:30:22 main:574] : INFO : Epoch 1926 | loss: 0.0311654 | val_loss: 0.0311739 | Time: 10768.9 ms [2021-05-29 08:30:33 main:574] : INFO : Epoch 1927 | loss: 0.0311638 | val_loss: 0.0311724 | Time: 10489.6 ms [2021-05-29 08:30:44 main:574] : INFO : Epoch 1928 | loss: 0.0311625 | val_loss: 0.0311714 | Time: 10586.5 ms [2021-05-29 08:30:54 main:574] : INFO : Epoch 1929 | loss: 0.0311627 | val_loss: 0.0311725 | Time: 10849.2 ms [2021-05-29 08:31:05 main:574] : INFO : Epoch 1930 | loss: 0.0311631 | val_loss: 0.0311723 | Time: 10945.2 ms [2021-05-29 08:31:16 main:574] : INFO : Epoch 1931 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 10914.2 ms [2021-05-29 08:31:27 main:574] : INFO : Epoch 1932 | loss: 0.0311624 | val_loss: 0.0311717 | Time: 10798.2 ms [2021-05-29 08:31:38 main:574] : INFO : Epoch 1933 | loss: 0.0311632 | val_loss: 0.0311761 | Time: 11111.3 ms [2021-05-29 08:31:49 main:574] : INFO : Epoch 1934 | loss: 0.0311631 | val_loss: 0.0311727 | Time: 10763.4 ms [2021-05-29 08:32:00 main:574] : INFO : Epoch 1935 | loss: 0.0311612 | val_loss: 0.0311708 | Time: 10847.8 ms [2021-05-29 08:32:11 main:574] : INFO : Epoch 1936 | loss: 0.0311612 | val_loss: 0.0311732 | Time: 10924.8 ms [2021-05-29 08:32:22 main:574] : INFO : Epoch 1937 | loss: 0.0311617 | val_loss: 0.0311715 | Time: 10335.3 ms [2021-05-29 08:32:33 main:574] : INFO : Epoch 1938 | loss: 0.0311616 | val_loss: 0.0311715 | Time: 11061.3 ms [2021-05-29 08:32:44 main:574] : INFO : Epoch 1939 | loss: 0.0311617 | val_loss: 0.031172 | Time: 10926.9 ms [2021-05-29 08:32:54 main:574] : INFO : Epoch 1940 | loss: 0.0311618 | val_loss: 0.031171 | Time: 10619.1 ms [2021-05-29 08:33:05 main:574] : INFO : Epoch 1941 | loss: 0.0311608 | val_loss: 0.0311718 | Time: 10338.3 ms [2021-05-29 08:33:16 main:574] : INFO : Epoch 1942 | loss: 0.0311608 | val_loss: 0.0311721 | Time: 11281.3 ms [2021-05-29 08:33:26 main:574] : INFO : Epoch 1943 | loss: 0.0311618 | val_loss: 0.0311716 | Time: 9981.13 ms [2021-05-29 08:33:37 main:574] : INFO : Epoch 1944 | loss: 0.0311601 | val_loss: 0.0311716 | Time: 10865.6 ms [2021-05-29 08:33:48 main:574] : INFO : Epoch 1945 | loss: 0.0311599 | val_loss: 0.0311716 | Time: 10615.5 ms [2021-05-29 08:33:58 main:574] : INFO : Epoch 1946 | loss: 0.031159 | val_loss: 0.0311715 | Time: 10586.2 ms [2021-05-29 08:34:09 main:574] : INFO : Epoch 1947 | loss: 0.0311597 | val_loss: 0.0311718 | Time: 10901.8 ms [2021-05-29 08:34:20 main:574] : INFO : Epoch 1948 | loss: 0.0311596 | val_loss: 0.031173 | Time: 10899.2 ms [2021-05-29 08:34:31 main:574] : INFO : Epoch 1949 | loss: 0.0311603 | val_loss: 0.0311717 | Time: 10942.9 ms [2021-05-29 08:34:42 main:574] : INFO : Epoch 1950 | loss: 0.0311604 | val_loss: 0.0311727 | Time: 10758.3 ms [2021-05-29 08:34:53 main:574] : INFO : Epoch 1951 | loss: 0.0311599 | val_loss: 0.0311699 | Time: 10672 ms [2021-05-29 08:35:03 main:574] : INFO : Epoch 1952 | loss: 0.0311641 | val_loss: 0.0311756 | Time: 10047.8 ms [2021-05-29 08:35:14 main:574] : INFO : Epoch 1953 | loss: 0.0311716 | val_loss: 0.0311773 | Time: 10677.3 ms [2021-05-29 08:35:24 main:574] : INFO : Epoch 1954 | loss: 0.0311718 | val_loss: 0.0311793 | Time: 10602 ms [2021-05-29 08:35:35 main:574] : INFO : Epoch 1955 | loss: 0.03117 | val_loss: 0.0311757 | Time: 10995.8 ms [2021-05-29 08:35:47 main:574] : INFO : Epoch 1956 | loss: 0.0311685 | val_loss: 0.0311748 | Time: 11223.2 ms [2021-05-29 08:35:57 main:574] : INFO : Epoch 1957 | loss: 0.0311679 | val_loss: 0.0311741 | Time: 10477.6 ms [2021-05-29 08:36:08 main:574] : INFO : Epoch 1958 | loss: 0.031167 | val_loss: 0.0311735 | Time: 11079.1 ms [2021-05-29 08:36:19 main:574] : INFO : Epoch 1959 | loss: 0.0311677 | val_loss: 0.0311765 | Time: 10433.6 ms [2021-05-29 08:36:31 main:574] : INFO : Epoch 1960 | loss: 0.0311696 | val_loss: 0.0311732 | Time: 11700.9 ms [2021-05-29 08:36:41 main:574] : INFO : Epoch 1961 | loss: 0.0311669 | val_loss: 0.0311745 | Time: 10746.9 ms [2021-05-29 08:36:53 main:574] : INFO : Epoch 1962 | loss: 0.0311677 | val_loss: 0.0311774 | Time: 11509.6 ms [2021-05-29 08:37:04 main:574] : INFO : Epoch 1963 | loss: 0.0311681 | val_loss: 0.0311753 | Time: 10598.9 ms [2021-05-29 08:37:14 main:574] : INFO : Epoch 1964 | loss: 0.0311671 | val_loss: 0.0311748 | Time: 10314.8 ms [2021-05-29 08:37:25 main:574] : INFO : Epoch 1965 | loss: 0.0311661 | val_loss: 0.031173 | Time: 11116.6 ms [2021-05-29 08:37:36 main:574] : INFO : Epoch 1966 | loss: 0.0311643 | val_loss: 0.0311737 | Time: 10689.8 ms [2021-05-29 08:37:47 main:574] : INFO : Epoch 1967 | loss: 0.0311644 | val_loss: 0.0311738 | Time: 10703.4 ms [2021-05-29 08:37:57 main:574] : INFO : Epoch 1968 | loss: 0.0311649 | val_loss: 0.0311744 | Time: 10423.9 ms [2021-05-29 08:38:08 main:574] : INFO : Epoch 1969 | loss: 0.0311644 | val_loss: 0.0311756 | Time: 10370.7 ms [2021-05-29 08:38:19 main:574] : INFO : Epoch 1970 | loss: 0.0311641 | val_loss: 0.0311731 | Time: 10942.4 ms [2021-05-29 08:38:30 main:574] : INFO : Epoch 1971 | loss: 0.0311627 | val_loss: 0.0311739 | Time: 11669.5 ms [2021-05-29 08:38:41 main:574] : INFO : Epoch 1972 | loss: 0.0311628 | val_loss: 0.0311764 | Time: 10319.5 ms [2021-05-29 08:38:51 main:574] : INFO : Epoch 1973 | loss: 0.0311637 | val_loss: 0.0311742 | Time: 10644.2 ms [2021-05-29 08:39:02 main:574] : INFO : Epoch 1974 | loss: 0.0311629 | val_loss: 0.0311736 | Time: 10633.8 ms [2021-05-29 08:39:13 main:574] : INFO : Epoch 1975 | loss: 0.0311626 | val_loss: 0.0311754 | Time: 11073.9 ms [2021-05-29 08:39:24 main:574] : INFO : Epoch 1976 | loss: 0.0311646 | val_loss: 0.0311754 | Time: 11200.7 ms [2021-05-29 08:39:36 main:574] : INFO : Epoch 1977 | loss: 0.0311659 | val_loss: 0.0311756 | Time: 11124.9 ms [2021-05-29 08:39:46 main:574] : INFO : Epoch 1978 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 10313.8 ms [2021-05-29 08:39:56 main:574] : INFO : Epoch 1979 | loss: 0.0311627 | val_loss: 0.0311749 | Time: 10039.6 ms [2021-05-29 08:40:07 main:574] : INFO : Epoch 1980 | loss: 0.0311643 | val_loss: 0.0311741 | Time: 10891.9 ms [2021-05-29 08:40:17 main:574] : INFO : Epoch 1981 | loss: 0.0311646 | val_loss: 0.0311731 | Time: 10230.8 ms [2021-05-29 08:40:27 main:574] : INFO : Epoch 1982 | loss: 0.0311653 | val_loss: 0.0311728 | Time: 9998.57 ms [2021-05-29 08:40:38 main:574] : INFO : Epoch 1983 | loss: 0.031165 | val_loss: 0.0311726 | Time: 10202.1 ms [2021-05-29 08:40:49 main:574] : INFO : Epoch 1984 | loss: 0.0311647 | val_loss: 0.0311749 | Time: 11234.2 ms [2021-05-29 08:41:00 main:574] : INFO : Epoch 1985 | loss: 0.0311651 | val_loss: 0.0311736 | Time: 10681.9 ms [2021-05-29 08:41:10 main:574] : INFO : Epoch 1986 | loss: 0.0311652 | val_loss: 0.0311723 | Time: 10616.4 ms [2021-05-29 08:41:21 main:574] : INFO : Epoch 1987 | loss: 0.031166 | val_loss: 0.0311739 | Time: 10721 ms [2021-05-29 08:41:32 main:574] : INFO : Epoch 1988 | loss: 0.0311653 | val_loss: 0.0311734 | Time: 10339.5 ms [2021-05-29 08:41:42 main:574] : INFO : Epoch 1989 | loss: 0.031164 | val_loss: 0.0311736 | Time: 10716.7 ms [2021-05-29 08:41:52 main:574] : INFO : Epoch 1990 | loss: 0.0311636 | val_loss: 0.0311746 | Time: 10153.4 ms [2021-05-29 08:42:04 main:574] : INFO : Epoch 1991 | loss: 0.0311632 | val_loss: 0.0311736 | Time: 10960.7 ms [2021-05-29 08:42:14 main:574] : INFO : Epoch 1992 | loss: 0.0311633 | val_loss: 0.0311737 | Time: 10758 ms [2021-05-29 08:42:25 main:574] : INFO : Epoch 1993 | loss: 0.0311638 | val_loss: 0.0311737 | Time: 10550.2 ms [2021-05-29 08:42:36 main:574] : INFO : Epoch 1994 | loss: 0.0311678 | val_loss: 0.0311793 | Time: 10554.9 ms [2021-05-29 08:42:47 main:574] : INFO : Epoch 1995 | loss: 0.0311681 | val_loss: 0.0311738 | Time: 11156.1 ms [2021-05-29 08:42:58 main:574] : INFO : Epoch 1996 | loss: 0.0311676 | val_loss: 0.0311764 | Time: 11024.5 ms [2021-05-29 08:43:08 main:574] : INFO : Epoch 1997 | loss: 0.031171 | val_loss: 0.031178 | Time: 9842.95 ms [2021-05-29 08:43:18 main:574] : INFO : Epoch 1998 | loss: 0.0311728 | val_loss: 0.0311765 | Time: 10610.9 ms [2021-05-29 08:43:29 main:574] : INFO : Epoch 1999 | loss: 0.0311814 | val_loss: 0.0311906 | Time: 10799.2 ms [2021-05-29 08:43:40 main:574] : INFO : Epoch 2000 | loss: 0.0311891 | val_loss: 0.0311879 | Time: 10793 ms [2021-05-29 08:43:51 main:574] : INFO : Epoch 2001 | loss: 0.0311803 | val_loss: 0.0311748 | Time: 10626.8 ms [2021-05-29 08:44:02 main:574] : INFO : Epoch 2002 | loss: 0.0311733 | val_loss: 0.0311744 | Time: 10844.4 ms [2021-05-29 08:44:12 main:574] : INFO : Epoch 2003 | loss: 0.0311703 | val_loss: 0.0311742 | Time: 10423.5 ms [2021-05-29 08:44:23 main:574] : INFO : Epoch 2004 | loss: 0.0311696 | val_loss: 0.0311732 | Time: 10729.8 ms [2021-05-29 08:44:35 main:574] : INFO : Epoch 2005 | loss: 0.0311692 | val_loss: 0.031173 | Time: 11518.6 ms [2021-05-29 08:44:45 main:574] : INFO : Epoch 2006 | loss: 0.0311692 | val_loss: 0.0311746 | Time: 10594.2 ms [2021-05-29 08:44:55 main:574] : INFO : Epoch 2007 | loss: 0.0311696 | val_loss: 0.0311748 | Time: 10195.5 ms [2021-05-29 08:45:06 main:574] : INFO : Epoch 2008 | loss: 0.0311684 | val_loss: 0.0311733 | Time: 10658.2 ms [2021-05-29 08:45:17 main:574] : INFO : Epoch 2009 | loss: 0.0311677 | val_loss: 0.0311731 | Time: 10703.5 ms [2021-05-29 08:45:28 main:574] : INFO : Epoch 2010 | loss: 0.0311677 | val_loss: 0.0311738 | Time: 11076.8 ms [2021-05-29 08:45:39 main:574] : INFO : Epoch 2011 | loss: 0.0311676 | val_loss: 0.031174 | Time: 10872.1 ms [2021-05-29 08:45:49 main:574] : INFO : Epoch 2012 | loss: 0.0311683 | val_loss: 0.031175 | Time: 10429.9 ms [2021-05-29 08:46:00 main:574] : INFO : Epoch 2013 | loss: 0.0311682 | val_loss: 0.0311747 | Time: 10405.5 ms [2021-05-29 08:46:10 main:574] : INFO : Epoch 2014 | loss: 0.0311674 | val_loss: 0.0311753 | Time: 10046 ms [2021-05-29 08:46:21 main:574] : INFO : Epoch 2015 | loss: 0.0311682 | val_loss: 0.0311755 | Time: 10539.9 ms [2021-05-29 08:46:31 main:574] : INFO : Epoch 2016 | loss: 0.0311682 | val_loss: 0.0311743 | Time: 10437.6 ms [2021-05-29 08:46:41 main:574] : INFO : Epoch 2017 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 10304.2 ms [2021-05-29 08:46:52 main:574] : INFO : Epoch 2018 | loss: 0.031184 | val_loss: 0.0311816 | Time: 10454.7 ms [2021-05-29 08:47:03 main:574] : INFO : Epoch 2019 | loss: 0.0311789 | val_loss: 0.0311746 | Time: 11176.8 ms [2021-05-29 08:47:14 main:574] : INFO : Epoch 2020 | loss: 0.0311765 | val_loss: 0.031174 | Time: 10631.2 ms [2021-05-29 08:47:25 main:574] : INFO : Epoch 2021 | loss: 0.0311759 | val_loss: 0.0311745 | Time: 10702 ms [2021-05-29 08:47:36 main:574] : INFO : Epoch 2022 | loss: 0.0311756 | val_loss: 0.0311749 | Time: 10648 ms [2021-05-29 08:47:47 main:574] : INFO : Epoch 2023 | loss: 0.0311745 | val_loss: 0.0311738 | Time: 11061.3 ms [2021-05-29 08:47:57 main:574] : INFO : Epoch 2024 | loss: 0.0311745 | val_loss: 0.0311739 | Time: 10397.2 ms [2021-05-29 08:48:08 main:574] : INFO : Epoch 2025 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 10704.3 ms [2021-05-29 08:48:17 main:574] : INFO : Epoch 2026 | loss: 0.0311788 | val_loss: 0.0311806 | Time: 9548.1 ms [2021-05-29 08:48:28 main:574] : INFO : Epoch 2027 | loss: 0.0311783 | val_loss: 0.0311799 | Time: 10730.1 ms [2021-05-29 08:48:39 main:574] : INFO : Epoch 2028 | loss: 0.0311772 | val_loss: 0.0311796 | Time: 10748.9 ms [2021-05-29 08:48:49 main:574] : INFO : Epoch 2029 | loss: 0.0311765 | val_loss: 0.0311795 | Time: 10347.6 ms [2021-05-29 08:49:00 main:574] : INFO : Epoch 2030 | loss: 0.0311774 | val_loss: 0.0311779 | Time: 10777.5 ms [2021-05-29 08:49:12 main:574] : INFO : Epoch 2031 | loss: 0.0311784 | val_loss: 0.0311789 | Time: 11220 ms [2021-05-29 08:49:22 main:574] : INFO : Epoch 2032 | loss: 0.0311771 | val_loss: 0.0311762 | Time: 10330.8 ms [2021-05-29 08:49:32 main:574] : INFO : Epoch 2033 | loss: 0.031174 | val_loss: 0.0311763 | Time: 10336.5 ms [2021-05-29 08:49:42 main:574] : INFO : Epoch 2034 | loss: 0.0311737 | val_loss: 0.0311751 | Time: 9867.72 ms [2021-05-29 08:49:53 main:574] : INFO : Epoch 2035 | loss: 0.0311733 | val_loss: 0.0311755 | Time: 10482.1 ms [2021-05-29 08:50:03 main:574] : INFO : Epoch 2036 | loss: 0.0311733 | val_loss: 0.031175 | Time: 10489.8 ms [2021-05-29 08:50:14 main:574] : INFO : Epoch 2037 | loss: 0.0311725 | val_loss: 0.0311749 | Time: 10730.4 ms [2021-05-29 08:50:25 main:574] : INFO : Epoch 2038 | loss: 0.0311716 | val_loss: 0.0311753 | Time: 10466.1 ms [2021-05-29 08:50:36 main:574] : INFO : Epoch 2039 | loss: 0.0311716 | val_loss: 0.0311782 | Time: 11165.7 ms [2021-05-29 08:50:47 main:574] : INFO : Epoch 2040 | loss: 0.0311726 | val_loss: 0.0311759 | Time: 10862.6 ms [2021-05-29 08:50:58 main:574] : INFO : Epoch 2041 | loss: 0.0311711 | val_loss: 0.0311752 | Time: 10737.7 ms [2021-05-29 08:51:08 main:574] : INFO : Epoch 2042 | loss: 0.0311712 | val_loss: 0.0311754 | Time: 10408.8 ms [2021-05-29 08:51:19 main:574] : INFO : Epoch 2043 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 10644.2 ms [2021-05-29 08:51:30 main:574] : INFO : Epoch 2044 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 10711.3 ms [2021-05-29 08:51:40 main:574] : INFO : Epoch 2045 | loss: 0.0311711 | val_loss: 0.0311777 | Time: 10218.3 ms [2021-05-29 08:51:51 main:574] : INFO : Epoch 2046 | loss: 0.0311701 | val_loss: 0.0311764 | Time: 11066.2 ms [2021-05-29 08:52:01 main:574] : INFO : Epoch 2047 | loss: 0.0311693 | val_loss: 0.0311769 | Time: 10004.1 ms [2021-05-29 08:52:12 main:574] : INFO : Epoch 2048 | loss: 0.0311706 | val_loss: 0.0311779 | Time: 11042.8 ms [2021-05-29 08:52:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311779 [2021-05-29 08:52:12 main:603] : INFO : Saving end state to config to file [2021-05-29 08:52:12 main:608] : INFO : Success, exiting.. 08:52:12 (50736): 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)