Task 3723439
| Name | ParityModified-1609263737-2179-7_0 |
| Workunit | 1907177 |
| Created | 19 Jan 2021, 12:59:06 UTC |
| Sent | 19 Jan 2021, 13:00:11 UTC |
| Report deadline | 26 Jan 2021, 13:00:11 UTC |
| Received | 19 Jan 2021, 17:22:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2152 |
| Run time | 3 hours 13 min 15 sec |
| CPU time | 3 hours 10 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,458.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311619 | val_loss: 0.031165 | Time: 5600.12 ms
[2021-01-19 07:34:23 main:574] : INFO : Epoch 1543 | loss: 0.0311635 | val_loss: 0.0311657 | Time: 5606.99 ms
[2021-01-19 07:34:29 main:574] : INFO : Epoch 1544 | loss: 0.0311603 | val_loss: 0.0311639 | Time: 5605.16 ms
[2021-01-19 07:34:35 main:574] : INFO : Epoch 1545 | loss: 0.0311606 | val_loss: 0.0311642 | Time: 5604.91 ms
[2021-01-19 07:34:40 main:574] : INFO : Epoch 1546 | loss: 0.0311621 | val_loss: 0.0311636 | Time: 5614.93 ms
[2021-01-19 07:34:46 main:574] : INFO : Epoch 1547 | loss: 0.0311602 | val_loss: 0.031163 | Time: 5598.44 ms
[2021-01-19 07:34:52 main:574] : INFO : Epoch 1548 | loss: 0.0311631 | val_loss: 0.0311614 | Time: 5599.29 ms
[2021-01-19 07:34:57 main:574] : INFO : Epoch 1549 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 5624.29 ms
[2021-01-19 07:35:03 main:574] : INFO : Epoch 1550 | loss: 0.0311592 | val_loss: 0.031163 | Time: 5605.22 ms
[2021-01-19 07:35:08 main:574] : INFO : Epoch 1551 | loss: 0.0311574 | val_loss: 0.0311641 | Time: 5605.83 ms
[2021-01-19 07:35:14 main:574] : INFO : Epoch 1552 | loss: 0.0311582 | val_loss: 0.0311674 | Time: 5604.51 ms
[2021-01-19 07:35:20 main:574] : INFO : Epoch 1553 | loss: 0.0311575 | val_loss: 0.0311615 | Time: 5611.51 ms
[2021-01-19 07:35:25 main:574] : INFO : Epoch 1554 | loss: 0.0311568 | val_loss: 0.0311603 | Time: 5605.04 ms
[2021-01-19 07:35:31 main:574] : INFO : Epoch 1555 | loss: 0.0311593 | val_loss: 0.0311621 | Time: 5611.08 ms
[2021-01-19 07:35:37 main:574] : INFO : Epoch 1556 | loss: 0.0311582 | val_loss: 0.0311651 | Time: 5604.39 ms
[2021-01-19 07:35:42 main:574] : INFO : Epoch 1557 | loss: 0.0311577 | val_loss: 0.0311608 | Time: 5608.01 ms
[2021-01-19 07:35:48 main:574] : INFO : Epoch 1558 | loss: 0.0311567 | val_loss: 0.0311612 | Time: 5600.2 ms
[2021-01-19 07:35:54 main:574] : INFO : Epoch 1559 | loss: 0.0311564 | val_loss: 0.0311618 | Time: 5602.3 ms
[2021-01-19 07:35:59 main:574] : INFO : Epoch 1560 | loss: 0.0311574 | val_loss: 0.0311652 | Time: 5605.14 ms
[2021-01-19 07:36:05 main:574] : INFO : Epoch 1561 | loss: 0.0311584 | val_loss: 0.0311626 | Time: 5608.39 ms
[2021-01-19 07:36:11 main:574] : INFO : Epoch 1562 | loss: 0.0311553 | val_loss: 0.0311646 | Time: 5604.61 ms
[2021-01-19 07:36:16 main:574] : INFO : Epoch 1563 | loss: 0.0311548 | val_loss: 0.0311672 | Time: 5614.4 ms
[2021-01-19 07:36:22 main:574] : INFO : Epoch 1564 | loss: 0.0311573 | val_loss: 0.0311658 | Time: 5604.38 ms
[2021-01-19 07:36:28 main:574] : INFO : Epoch 1565 | loss: 0.0311646 | val_loss: 0.0311736 | Time: 5608.51 ms
[2021-01-19 07:36:33 main:574] : INFO : Epoch 1566 | loss: 0.031167 | val_loss: 0.0311713 | Time: 5610.33 ms
[2021-01-19 07:36:39 main:574] : INFO : Epoch 1567 | loss: 0.0311654 | val_loss: 0.0311723 | Time: 5609.22 ms
[2021-01-19 07:36:45 main:574] : INFO : Epoch 1568 | loss: 0.0311663 | val_loss: 0.0311701 | Time: 5601.13 ms
[2021-01-19 07:36:50 main:574] : INFO : Epoch 1569 | loss: 0.0311643 | val_loss: 0.0311681 | Time: 5608.15 ms
[2021-01-19 07:36:56 main:574] : INFO : Epoch 1570 | loss: 0.0311654 | val_loss: 0.0311678 | Time: 5604.81 ms
[2021-01-19 07:37:01 main:574] : INFO : Epoch 1571 | loss: 0.0311636 | val_loss: 0.0311703 | Time: 5610.35 ms
[2021-01-19 07:37:07 main:574] : INFO : Epoch 1572 | loss: 0.0311658 | val_loss: 0.0311726 | Time: 5616.64 ms
[2021-01-19 07:37:13 main:574] : INFO : Epoch 1573 | loss: 0.0311689 | val_loss: 0.0311719 | Time: 5609.42 ms
[2021-01-19 07:37:18 main:574] : INFO : Epoch 1574 | loss: 0.0311657 | val_loss: 0.0311734 | Time: 5608.07 ms
[2021-01-19 07:37:24 main:574] : INFO : Epoch 1575 | loss: 0.0311658 | val_loss: 0.0311699 | Time: 5598.06 ms
[2021-01-19 07:37:30 main:574] : INFO : Epoch 1576 | loss: 0.0311647 | val_loss: 0.0311672 | Time: 5623.96 ms
[2021-01-19 07:37:35 main:574] : INFO : Epoch 1577 | loss: 0.0311637 | val_loss: 0.0311669 | Time: 5605.44 ms
[2021-01-19 07:37:41 main:574] : INFO : Epoch 1578 | loss: 0.0311645 | val_loss: 0.0311678 | Time: 5609.43 ms
[2021-01-19 07:37:47 main:574] : INFO : Epoch 1579 | loss: 0.0311663 | val_loss: 0.0311728 | Time: 5614.22 ms
[2021-01-19 07:37:52 main:574] : INFO : Epoch 1580 | loss: 0.0311712 | val_loss: 0.0311768 | Time: 5609.68 ms
[2021-01-19 07:37:58 main:574] : INFO : Epoch 1581 | loss: 0.0311738 | val_loss: 0.0311861 | Time: 5603.7 ms
[2021-01-19 07:38:04 main:574] : INFO : Epoch 1582 | loss: 0.0311686 | val_loss: 0.0311708 | Time: 5607.98 ms
[2021-01-19 07:38:09 main:574] : INFO : Epoch 1583 | loss: 0.0311659 | val_loss: 0.0311752 | Time: 5604.68 ms
[2021-01-19 07:38:15 main:574] : INFO : Epoch 1584 | loss: 0.0311686 | val_loss: 0.0311686 | Time: 5595.71 ms
[2021-01-19 07:38:21 main:574] : INFO : Epoch 1585 | loss: 0.0311644 | val_loss: 0.0311721 | Time: 5595.24 ms
[2021-01-19 07:38:26 main:574] : INFO : Epoch 1586 | loss: 0.031165 | val_loss: 0.0311709 | Time: 5615.37 ms
[2021-01-19 07:38:32 main:574] : INFO : Epoch 1587 | loss: 0.0311662 | val_loss: 0.0311745 | Time: 5598.01 ms
[2021-01-19 07:38:38 main:574] : INFO : Epoch 1588 | loss: 0.031165 | val_loss: 0.0311717 | Time: 5617.48 ms
[2021-01-19 07:38:43 main:574] : INFO : Epoch 1589 | loss: 0.0311638 | val_loss: 0.0311718 | Time: 5605.2 ms
[2021-01-19 07:38:49 main:574] : INFO : Epoch 1590 | loss: 0.0311911 | val_loss: 0.0312207 | Time: 5603.83 ms
[2021-01-19 07:38:54 main:574] : INFO : Epoch 1591 | loss: 0.0312188 | val_loss: 0.0312135 | Time: 5612.24 ms
[2021-01-19 07:39:00 main:574] : INFO : Epoch 1592 | loss: 0.031217 | val_loss: 0.031213 | Time: 5607.25 ms
[2021-01-19 07:39:06 main:574] : INFO : Epoch 1593 | loss: 0.0312154 | val_loss: 0.0312126 | Time: 5608.18 ms
[2021-01-19 07:39:11 main:574] : INFO : Epoch 1594 | loss: 0.0312151 | val_loss: 0.0312128 | Time: 5602.25 ms
[2021-01-19 07:39:17 main:574] : INFO : Epoch 1595 | loss: 0.0312143 | val_loss: 0.0312131 | Time: 5616.35 ms
[2021-01-19 07:39:23 main:574] : INFO : Epoch 1596 | loss: 0.0312125 | val_loss: 0.0312123 | Time: 5606.45 ms
[2021-01-19 07:39:28 main:574] : INFO : Epoch 1597 | loss: 0.031212 | val_loss: 0.0312118 | Time: 5603.14 ms
[2021-01-19 07:39:34 main:574] : INFO : Epoch 1598 | loss: 0.0312114 | val_loss: 0.0312111 | Time: 5612.91 ms
[2021-01-19 07:39:40 main:574] : INFO : Epoch 1599 | loss: 0.0312126 | val_loss: 0.0312135 | Time: 5616.14 ms
[2021-01-19 07:39:45 main:574] : INFO : Epoch 1600 | loss: 0.0312129 | val_loss: 0.0312119 | Time: 5609.27 ms
[2021-01-19 07:39:51 main:574] : INFO : Epoch 1601 | loss: 0.0312118 | val_loss: 0.0312122 | Time: 5602.69 ms
[2021-01-19 07:39:57 main:574] : INFO : Epoch 1602 | loss: 0.031211 | val_loss: 0.031213 | Time: 5605.82 ms
[2021-01-19 07:40:02 main:574] : INFO : Epoch 1603 | loss: 0.0312111 | val_loss: 0.0312127 | Time: 5612.81 ms
[2021-01-19 07:40:08 main:574] : INFO : Epoch 1604 | loss: 0.0312109 | val_loss: 0.0312114 | Time: 5613.82 ms
[2021-01-19 07:40:14 main:574] : INFO : Epoch 1605 | loss: 0.0312123 | val_loss: 0.0312155 | Time: 5607.15 ms
[2021-01-19 07:40:20 main:574] : INFO : Epoch 1606 | loss: 0.0312134 | val_loss: 0.0312136 | Time: 5600.11 ms
[2021-01-19 07:40:25 main:574] : INFO : Epoch 1607 | loss: 0.0312129 | val_loss: 0.0312112 | Time: 5609.14 ms
[2021-01-19 07:40:31 main:574] : INFO : Epoch 1608 | loss: 0.0312107 | val_loss: 0.0312119 | Time: 5607.44 ms
[2021-01-19 07:40:36 main:574] : INFO : Epoch 1609 | loss: 0.03121 | val_loss: 0.0312075 | Time: 5607.89 ms
[2021-01-19 07:40:42 main:574] : INFO : Epoch 1610 | loss: 0.0311811 | val_loss: 0.0311809 | Time: 5607.37 ms
[2021-01-19 07:40:48 main:574] : INFO : Epoch 1611 | loss: 0.0311775 | val_loss: 0.0311771 | Time: 5604.44 ms
[2021-01-19 07:40:53 main:574] : INFO : Epoch 1612 | loss: 0.031176 | val_loss: 0.0311768 | Time: 5602.41 ms
[2021-01-19 07:40:59 main:574] : INFO : Epoch 1613 | loss: 0.0311753 | val_loss: 0.0311752 | Time: 5601.98 ms
[2021-01-19 07:41:05 main:574] : INFO : Epoch 1614 | loss: 0.03117 | val_loss: 0.0311721 | Time: 5605.28 ms
[2021-01-19 07:41:10 main:574] : INFO : Epoch 1615 | loss: 0.0311686 | val_loss: 0.0311747 | Time: 5611 ms
[2021-01-19 07:41:16 main:574] : INFO : Epoch 1616 | loss: 0.0311723 | val_loss: 0.0311722 | Time: 5603.11 ms
[2021-01-19 07:41:22 main:574] : INFO : Epoch 1617 | loss: 0.0311674 | val_loss: 0.0311703 | Time: 5608.29 ms
[2021-01-19 07:41:27 main:574] : INFO : Epoch 1618 | loss: 0.0311638 | val_loss: 0.0311672 | Time: 5600.91 ms
[2021-01-19 07:41:33 main:574] : INFO : Epoch 1619 | loss: 0.0311646 | val_loss: 0.0311673 | Time: 5608.1 ms
[2021-01-19 07:41:39 main:574] : INFO : Epoch 1620 | loss: 0.0311626 | val_loss: 0.0311671 | Time: 5611.4 ms
[2021-01-19 07:41:44 main:574] : INFO : Epoch 1621 | loss: 0.0311625 | val_loss: 0.031168 | Time: 5607.22 ms
[2021-01-19 07:41:50 main:574] : INFO : Epoch 1622 | loss: 0.0311624 | val_loss: 0.0311673 | Time: 5606.22 ms
[2021-01-19 07:41:56 main:574] : INFO : Epoch 1623 | loss: 0.0311618 | val_loss: 0.0311671 | Time: 5611.16 ms
[2021-01-19 07:42:01 main:574] : INFO : Epoch 1624 | loss: 0.0311607 | val_loss: 0.0311687 | Time: 5613.08 ms
[2021-01-19 07:42:07 main:574] : INFO : Epoch 1625 | loss: 0.0311621 | val_loss: 0.0311675 | Time: 5610.96 ms
[2021-01-19 07:42:12 main:574] : INFO : Epoch 1626 | loss: 0.0311603 | val_loss: 0.0311668 | Time: 5601.91 ms
[2021-01-19 07:42:18 main:574] : INFO : Epoch 1627 | loss: 0.0311632 | val_loss: 0.0311671 | Time: 5609.18 ms
[2021-01-19 07:42:24 main:574] : INFO : Epoch 1628 | loss: 0.0311611 | val_loss: 0.0311675 | Time: 5616.53 ms
[2021-01-19 07:42:29 main:574] : INFO : Epoch 1629 | loss: 0.0311592 | val_loss: 0.0311678 | Time: 5606.69 ms
[2021-01-19 07:42:35 main:574] : INFO : Epoch 1630 | loss: 0.0311613 | val_loss: 0.0311706 | Time: 5611.47 ms
[2021-01-19 07:42:41 main:574] : INFO : Epoch 1631 | loss: 0.0311632 | val_loss: 0.0311773 | Time: 5601.94 ms
[2021-01-19 07:42:46 main:574] : INFO : Epoch 1632 | loss: 0.0311623 | val_loss: 0.0311681 | Time: 5604.68 ms
[2021-01-19 07:42:52 main:574] : INFO : Epoch 1633 | loss: 0.03116 | val_loss: 0.0311685 | Time: 5610.5 ms
[2021-01-19 07:42:58 main:574] : INFO : Epoch 1634 | loss: 0.0311629 | val_loss: 0.0311684 | Time: 5609.57 ms
[2021-01-19 07:43:03 main:574] : INFO : Epoch 1635 | loss: 0.0311623 | val_loss: 0.0311677 | Time: 5604.84 ms
[2021-01-19 07:43:09 main:574] : INFO : Epoch 1636 | loss: 0.0311637 | val_loss: 0.0311684 | Time: 5610.44 ms
[2021-01-19 07:43:15 main:574] : INFO : Epoch 1637 | loss: 0.0311643 | val_loss: 0.0311813 | Time: 5616.11 ms
[2021-01-19 07:43:20 main:574] : INFO : Epoch 1638 | loss: 0.0311671 | val_loss: 0.0311706 | Time: 5612.37 ms
[2021-01-19 07:43:26 main:574] : INFO : Epoch 1639 | loss: 0.0311608 | val_loss: 0.0311676 | Time: 5612.77 ms
[2021-01-19 07:43:32 main:574] : INFO : Epoch 1640 | loss: 0.0311596 | val_loss: 0.0311656 | Time: 5614.22 ms
[2021-01-19 07:43:37 main:574] : INFO : Epoch 1641 | loss: 0.0311585 | val_loss: 0.0311661 | Time: 5612.74 ms
[2021-01-19 07:43:43 main:574] : INFO : Epoch 1642 | loss: 0.0311594 | val_loss: 0.0311713 | Time: 5604.24 ms
[2021-01-19 07:43:49 main:574] : INFO : Epoch 1643 | loss: 0.0311607 | val_loss: 0.0311694 | Time: 5608.54 ms
[2021-01-19 07:43:54 main:574] : INFO : Epoch 1644 | loss: 0.0311609 | val_loss: 0.0311674 | Time: 5602.41 ms
[2021-01-19 07:44:00 main:574] : INFO : Epoch 1645 | loss: 0.0311583 | val_loss: 0.0311658 | Time: 5608.27 ms
[2021-01-19 07:44:06 main:574] : INFO : Epoch 1646 | loss: 0.0311593 | val_loss: 0.0311679 | Time: 5602.48 ms
[2021-01-19 07:44:11 main:574] : INFO : Epoch 1647 | loss: 0.0311578 | val_loss: 0.0311683 | Time: 5602.27 ms
[2021-01-19 07:44:17 main:574] : INFO : Epoch 1648 | loss: 0.0311593 | val_loss: 0.0311667 | Time: 5604.21 ms
[2021-01-19 07:44:22 main:574] : INFO : Epoch 1649 | loss: 0.031159 | val_loss: 0.0311686 | Time: 5605.42 ms
[2021-01-19 07:44:28 main:574] : INFO : Epoch 1650 | loss: 0.031163 | val_loss: 0.0311728 | Time: 5609.53 ms
[2021-01-19 07:44:34 main:574] : INFO : Epoch 1651 | loss: 0.0311662 | val_loss: 0.0311741 | Time: 5600.16 ms
[2021-01-19 07:44:39 main:574] : INFO : Epoch 1652 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 5607.74 ms
[2021-01-19 07:44:45 main:574] : INFO : Epoch 1653 | loss: 0.0311652 | val_loss: 0.0311728 | Time: 5615.33 ms
[2021-01-19 07:44:51 main:574] : INFO : Epoch 1654 | loss: 0.0311636 | val_loss: 0.031173 | Time: 5614.01 ms
[2021-01-19 07:44:56 main:574] : INFO : Epoch 1655 | loss: 0.0311631 | val_loss: 0.0311719 | Time: 5613.8 ms
[2021-01-19 07:45:02 main:574] : INFO : Epoch 1656 | loss: 0.0311622 | val_loss: 0.0311701 | Time: 5611.21 ms
[2021-01-19 07:45:08 main:574] : INFO : Epoch 1657 | loss: 0.0311632 | val_loss: 0.0311732 | Time: 5607.89 ms
[2021-01-19 07:45:13 main:574] : INFO : Epoch 1658 | loss: 0.0311642 | val_loss: 0.0311712 | Time: 5616.14 ms
[2021-01-19 07:45:19 main:574] : INFO : Epoch 1659 | loss: 0.0311646 | val_loss: 0.0311703 | Time: 5605.26 ms
[2021-01-19 07:45:25 main:574] : INFO : Epoch 1660 | loss: 0.0311623 | val_loss: 0.0311705 | Time: 5609.37 ms
[2021-01-19 07:45:30 main:574] : INFO : Epoch 1661 | loss: 0.0311632 | val_loss: 0.0311705 | Time: 5609.73 ms
[2021-01-19 07:45:36 main:574] : INFO : Epoch 1662 | loss: 0.0311627 | val_loss: 0.0311738 | Time: 5605.54 ms
[2021-01-19 07:45:42 main:574] : INFO : Epoch 1663 | loss: 0.0311629 | val_loss: 0.0311738 | Time: 5610.66 ms
[2021-01-19 07:45:47 main:574] : INFO : Epoch 1664 | loss: 0.0311622 | val_loss: 0.0311689 | Time: 5604.59 ms
[2021-01-19 07:45:53 main:574] : INFO : Epoch 1665 | loss: 0.0311624 | val_loss: 0.0311691 | Time: 5609.81 ms
[2021-01-19 07:45:59 main:574] : INFO : Epoch 1666 | loss: 0.0311614 | val_loss: 0.031169 | Time: 5603.74 ms
[2021-01-19 07:46:04 main:574] : INFO : Epoch 1667 | loss: 0.031162 | val_loss: 0.0311715 | Time: 5604.54 ms
[2021-01-19 07:46:10 main:574] : INFO : Epoch 1668 | loss: 0.0311654 | val_loss: 0.0311725 | Time: 5613.63 ms
[2021-01-19 07:46:16 main:574] : INFO : Epoch 1669 | loss: 0.0311653 | val_loss: 0.031174 | Time: 5616.68 ms
[2021-01-19 07:46:21 main:574] : INFO : Epoch 1670 | loss: 0.0311654 | val_loss: 0.0311694 | Time: 5610.73 ms
[2021-01-19 07:46:27 main:574] : INFO : Epoch 1671 | loss: 0.0311652 | val_loss: 0.0311732 | Time: 5600.99 ms
[2021-01-19 07:46:32 main:574] : INFO : Epoch 1672 | loss: 0.0311653 | val_loss: 0.0311751 | Time: 5608.74 ms
[2021-01-19 07:46:38 main:574] : INFO : Epoch 1673 | loss: 0.0311646 | val_loss: 0.0311717 | Time: 5610.22 ms
[2021-01-19 07:46:44 main:574] : INFO : Epoch 1674 | loss: 0.0311627 | val_loss: 0.0311739 | Time: 5612.24 ms
[2021-01-19 07:46:49 main:574] : INFO : Epoch 1675 | loss: 0.0311641 | val_loss: 0.0311726 | Time: 5609.59 ms
[2021-01-19 07:46:55 main:574] : INFO : Epoch 1676 | loss: 0.0311618 | val_loss: 0.0311691 | Time: 5603.13 ms
[2021-01-19 07:47:01 main:574] : INFO : Epoch 1677 | loss: 0.0311646 | val_loss: 0.0311779 | Time: 5610.19 ms
[2021-01-19 07:47:06 main:574] : INFO : Epoch 1678 | loss: 0.0311667 | val_loss: 0.0311716 | Time: 5605.86 ms
[2021-01-19 07:47:12 main:574] : INFO : Epoch 1679 | loss: 0.0311648 | val_loss: 0.0311751 | Time: 5606.42 ms
[2021-01-19 07:47:18 main:574] : INFO : Epoch 1680 | loss: 0.0311638 | val_loss: 0.0311704 | Time: 5614.91 ms
[2021-01-19 07:47:23 main:574] : INFO : Epoch 1681 | loss: 0.0311611 | val_loss: 0.0311729 | Time: 5607.56 ms
[2021-01-19 07:47:29 main:574] : INFO : Epoch 1682 | loss: 0.0311606 | val_loss: 0.031172 | Time: 5605.11 ms
[2021-01-19 07:47:35 main:574] : INFO : Epoch 1683 | loss: 0.0311645 | val_loss: 0.0311746 | Time: 5598.67 ms
[2021-01-19 07:47:40 main:574] : INFO : Epoch 1684 | loss: 0.0311665 | val_loss: 0.031173 | Time: 5616.99 ms
[2021-01-19 07:47:46 main:574] : INFO : Epoch 1685 | loss: 0.031164 | val_loss: 0.0311687 | Time: 5611.41 ms
[2021-01-19 07:47:52 main:574] : INFO : Epoch 1686 | loss: 0.0311622 | val_loss: 0.0311694 | Time: 5607.4 ms
[2021-01-19 07:47:57 main:574] : INFO : Epoch 1687 | loss: 0.0311616 | val_loss: 0.031173 | Time: 5604.27 ms
[2021-01-19 07:48:03 main:574] : INFO : Epoch 1688 | loss: 0.0311608 | val_loss: 0.0311717 | Time: 5603.63 ms
[2021-01-19 07:48:09 main:574] : INFO : Epoch 1689 | loss: 0.0311626 | val_loss: 0.0311707 | Time: 5603.66 ms
[2021-01-19 07:48:14 main:574] : INFO : Epoch 1690 | loss: 0.0311612 | val_loss: 0.031171 | Time: 5602.46 ms
[2021-01-19 07:48:20 main:574] : INFO : Epoch 1691 | loss: 0.0311621 | val_loss: 0.0311698 | Time: 5606.54 ms
[2021-01-19 07:48:25 main:574] : INFO : Epoch 1692 | loss: 0.0311591 | val_loss: 0.0311712 | Time: 5599.34 ms
[2021-01-19 07:48:31 main:574] : INFO : Epoch 1693 | loss: 0.0311597 | val_loss: 0.0311695 | Time: 5603.47 ms
[2021-01-19 07:48:37 main:574] : INFO : Epoch 1694 | loss: 0.0311606 | val_loss: 0.0311727 | Time: 5609.48 ms
[2021-01-19 07:48:42 main:574] : INFO : Epoch 1695 | loss: 0.0311604 | val_loss: 0.0311702 | Time: 5608.27 ms
[2021-01-19 07:48:48 main:574] : INFO : Epoch 1696 | loss: 0.0311593 | val_loss: 0.0311715 | Time: 5608.16 ms
[2021-01-19 07:48:54 main:574] : INFO : Epoch 1697 | loss: 0.0311607 | val_loss: 0.0311693 | Time: 5598.45 ms
[2021-01-19 07:48:59 main:574] : INFO : Epoch 1698 | loss: 0.0311613 | val_loss: 0.0311695 | Time: 5610.37 ms
[2021-01-19 07:49:05 main:574] : INFO : Epoch 1699 | loss: 0.0311608 | val_loss: 0.0311708 | Time: 5608 ms
[2021-01-19 07:49:11 main:574] : INFO : Epoch 1700 | loss: 0.0311648 | val_loss: 0.0311718 | Time: 5604.35 ms
[2021-01-19 07:49:16 main:574] : INFO : Epoch 1701 | loss: 0.0311624 | val_loss: 0.0311712 | Time: 5607.11 ms
[2021-01-19 07:49:22 main:574] : INFO : Epoch 1702 | loss: 0.0311602 | val_loss: 0.0311684 | Time: 5607.48 ms
[2021-01-19 07:49:28 main:574] : INFO : Epoch 1703 | loss: 0.0311613 | val_loss: 0.0311706 | Time: 5606.25 ms
[2021-01-19 07:49:33 main:574] : INFO : Epoch 1704 | loss: 0.0311613 | val_loss: 0.0311678 | Time: 5604.33 ms
[2021-01-19 07:49:39 main:574] : INFO : Epoch 1705 | loss: 0.0311595 | val_loss: 0.0311667 | Time: 5602.82 ms
[2021-01-19 07:49:45 main:574] : INFO : Epoch 1706 | loss: 0.0311594 | val_loss: 0.0311664 | Time: 5602.93 ms
[2021-01-19 07:49:50 main:574] : INFO : Epoch 1707 | loss: 0.0311599 | val_loss: 0.0311661 | Time: 5600.87 ms
[2021-01-19 07:49:56 main:574] : INFO : Epoch 1708 | loss: 0.0311603 | val_loss: 0.0311671 | Time: 5607.61 ms
[2021-01-19 07:50:01 main:574] : INFO : Epoch 1709 | loss: 0.0311616 | val_loss: 0.0311673 | Time: 5602.71 ms
[2021-01-19 07:50:07 main:574] : INFO : Epoch 1710 | loss: 0.0311606 | val_loss: 0.031168 | Time: 5607.39 ms
[2021-01-19 07:50:13 main:574] : INFO : Epoch 1711 | loss: 0.0311605 | val_loss: 0.0311675 | Time: 5609.86 ms
[2021-01-19 07:50:18 main:574] : INFO : Epoch 1712 | loss: 0.031162 | val_loss: 0.0311671 | Time: 5611.33 ms
[2021-01-19 07:50:24 main:574] : INFO : Epoch 1713 | loss: 0.0311649 | val_loss: 0.0311737 | Time: 5608.08 ms
[2021-01-19 07:50:30 main:574] : INFO : Epoch 1714 | loss: 0.0311661 | val_loss: 0.0311724 | Time: 5610.24 ms
[2021-01-19 07:50:35 main:574] : INFO : Epoch 1715 | loss: 0.031166 | val_loss: 0.031176 | Time: 5612.25 ms
[2021-01-19 07:50:41 main:574] : INFO : Epoch 1716 | loss: 0.0311703 | val_loss: 0.0311804 | Time: 5611.63 ms
[2021-01-19 07:50:47 main:574] : INFO : Epoch 1717 | loss: 0.0311756 | val_loss: 0.0311829 | Time: 5602.36 ms
[2021-01-19 07:50:52 main:574] : INFO : Epoch 1718 | loss: 0.0311771 | val_loss: 0.0311848 | Time: 5604.39 ms
[2021-01-19 07:50:58 main:574] : INFO : Epoch 1719 | loss: 0.0311773 | val_loss: 0.031183 | Time: 5606.73 ms
[2021-01-19 07:51:04 main:574] : INFO : Epoch 1720 | loss: 0.0311757 | val_loss: 0.0311801 | Time: 5611.81 ms
[2021-01-19 07:51:09 main:574] : INFO : Epoch 1721 | loss: 0.0311743 | val_loss: 0.0311788 | Time: 5609.12 ms
[2021-01-19 07:51:15 main:574] : INFO : Epoch 1722 | loss: 0.0311733 | val_loss: 0.0311797 | Time: 5617.91 ms
[2021-01-19 07:51:21 main:574] : INFO : Epoch 1723 | loss: 0.031173 | val_loss: 0.0311795 | Time: 5613.06 ms
[2021-01-19 07:51:26 main:574] : INFO : Epoch 1724 | loss: 0.0311744 | val_loss: 0.0311823 | Time: 5601.68 ms
[2021-01-19 07:51:32 main:574] : INFO : Epoch 1725 | loss: 0.0311724 | val_loss: 0.0311792 | Time: 5606.03 ms
[2021-01-19 07:51:38 main:574] : INFO : Epoch 1726 | loss: 0.0311743 | val_loss: 0.0311765 | Time: 5606.5 ms
[2021-01-19 07:51:43 main:574] : INFO : Epoch 1727 | loss: 0.0311761 | val_loss: 0.0311886 | Time: 5604.1 ms
[2021-01-19 07:51:49 main:574] : INFO : Epoch 1728 | loss: 0.031189 | val_loss: 0.0311903 | Time: 5606.43 ms
[2021-01-19 07:51:54 main:574] : INFO : Epoch 1729 | loss: 0.0311842 | val_loss: 0.031185 | Time: 5609.16 ms
[2021-01-19 07:52:00 main:574] : INFO : Epoch 1730 | loss: 0.0311801 | val_loss: 0.0311897 | Time: 5602.14 ms
[2021-01-19 07:52:06 main:574] : INFO : Epoch 1731 | loss: 0.0311783 | val_loss: 0.0311802 | Time: 5609.69 ms
[2021-01-19 07:52:11 main:574] : INFO : Epoch 1732 | loss: 0.0311743 | val_loss: 0.0311802 | Time: 5605.33 ms
[2021-01-19 07:52:17 main:574] : INFO : Epoch 1733 | loss: 0.0311752 | val_loss: 0.0311778 | Time: 5606.09 ms
[2021-01-19 07:52:23 main:574] : INFO : Epoch 1734 | loss: 0.0311752 | val_loss: 0.0311784 | Time: 5608.35 ms
[2021-01-19 07:52:28 main:574] : INFO : Epoch 1735 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 5603.1 ms
[2021-01-19 07:52:34 main:574] : INFO : Epoch 1736 | loss: 0.0311729 | val_loss: 0.0311784 | Time: 5605.04 ms
[2021-01-19 07:52:40 main:574] : INFO : Epoch 1737 | loss: 0.0311721 | val_loss: 0.0311792 | Time: 5609.94 ms
[2021-01-19 07:52:45 main:574] : INFO : Epoch 1738 | loss: 0.0311718 | val_loss: 0.0311776 | Time: 5608.23 ms
[2021-01-19 07:52:51 main:574] : INFO : Epoch 1739 | loss: 0.0311719 | val_loss: 0.0311778 | Time: 5609.85 ms
[2021-01-19 07:52:57 main:574] : INFO : Epoch 1740 | loss: 0.0311761 | val_loss: 0.0311889 | Time: 5605.49 ms
[2021-01-19 07:53:02 main:574] : INFO : Epoch 1741 | loss: 0.0311876 | val_loss: 0.0311869 | Time: 5603.35 ms
[2021-01-19 07:53:08 main:574] : INFO : Epoch 1742 | loss: 0.0311793 | val_loss: 0.0311849 | Time: 5612.18 ms
[2021-01-19 07:53:14 main:574] : INFO : Epoch 1743 | loss: 0.0311781 | val_loss: 0.0311868 | Time: 5614.87 ms
[2021-01-19 07:53:19 main:574] : INFO : Epoch 1744 | loss: 0.0311815 | val_loss: 0.0311733 | Time: 5611.13 ms
[2021-01-19 07:53:25 main:574] : INFO : Epoch 1745 | loss: 0.0311717 | val_loss: 0.0311728 | Time: 5614.8 ms
[2021-01-19 07:53:31 main:574] : INFO : Epoch 1746 | loss: 0.0311706 | val_loss: 0.0311755 | Time: 5610.14 ms
[2021-01-19 07:53:36 main:574] : INFO : Epoch 1747 | loss: 0.0311706 | val_loss: 0.0311757 | Time: 5607.38 ms
[2021-01-19 07:53:42 main:574] : INFO : Epoch 1748 | loss: 0.0311713 | val_loss: 0.0311766 | Time: 5604.51 ms
[2021-01-19 07:53:47 main:574] : INFO : Epoch 1749 | loss: 0.0311712 | val_loss: 0.031176 | Time: 5614.3 ms
[2021-01-19 07:53:53 main:574] : INFO : Epoch 1750 | loss: 0.031171 | val_loss: 0.0311774 | Time: 5601.66 ms
[2021-01-19 07:53:59 main:574] : INFO : Epoch 1751 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 5608.9 ms
[2021-01-19 07:54:05 main:574] : INFO : Epoch 1752 | loss: 0.0311702 | val_loss: 0.0311746 | Time: 5606.64 ms
[2021-01-19 07:54:10 main:574] : INFO : Epoch 1753 | loss: 0.0311692 | val_loss: 0.031176 | Time: 5604.61 ms
[2021-01-19 07:54:16 main:574] : INFO : Epoch 1754 | loss: 0.0311693 | val_loss: 0.0311741 | Time: 5605.51 ms
[2021-01-19 07:54:21 main:574] : INFO : Epoch 1755 | loss: 0.0311697 | val_loss: 0.0311756 | Time: 5616 ms
[2021-01-19 07:54:27 main:574] : INFO : Epoch 1756 | loss: 0.0311703 | val_loss: 0.0311787 | Time: 5606.89 ms
[2021-01-19 07:54:33 main:574] : INFO : Epoch 1757 | loss: 0.03117 | val_loss: 0.0311797 | Time: 5606.85 ms
[2021-01-19 07:54:38 main:574] : INFO : Epoch 1758 | loss: 0.0311684 | val_loss: 0.0311707 | Time: 5605.63 ms
[2021-01-19 07:54:44 main:574] : INFO : Epoch 1759 | loss: 0.0311678 | val_loss: 0.0311707 | Time: 5606.34 ms
[2021-01-19 07:54:50 main:574] : INFO : Epoch 1760 | loss: 0.0311673 | val_loss: 0.0311715 | Time: 5611.76 ms
[2021-01-19 07:54:55 main:574] : INFO : Epoch 1761 | loss: 0.0311679 | val_loss: 0.0311721 | Time: 5610.09 ms
[2021-01-19 07:55:01 main:574] : INFO : Epoch 1762 | loss: 0.0311677 | val_loss: 0.0311686 | Time: 5604.42 ms
[2021-01-19 07:55:07 main:574] : INFO : Epoch 1763 | loss: 0.0311638 | val_loss: 0.0311697 | Time: 5597.05 ms
[2021-01-19 07:55:12 main:574] : INFO : Epoch 1764 | loss: 0.0311642 | val_loss: 0.0311722 | Time: 5604.32 ms
[2021-01-19 07:55:18 main:574] : INFO : Epoch 1765 | loss: 0.031165 | val_loss: 0.0311719 | Time: 5605.81 ms
[2021-01-19 07:55:24 main:574] : INFO : Epoch 1766 | loss: 0.0311637 | val_loss: 0.0311688 | Time: 5601.18 ms
[2021-01-19 07:55:29 main:574] : INFO : Epoch 1767 | loss: 0.0311628 | val_loss: 0.0311701 | Time: 5609.41 ms
[2021-01-19 07:55:35 main:574] : INFO : Epoch 1768 | loss: 0.0311643 | val_loss: 0.0311691 | Time: 5617.09 ms
[2021-01-19 07:55:41 main:574] : INFO : Epoch 1769 | loss: 0.0311639 | val_loss: 0.0311708 | Time: 5604.94 ms
[2021-01-19 07:55:46 main:574] : INFO : Epoch 1770 | loss: 0.0311636 | val_loss: 0.0311702 | Time: 5604.66 ms
[2021-01-19 07:55:52 main:574] : INFO : Epoch 1771 | loss: 0.0311614 | val_loss: 0.0311804 | Time: 5608.35 ms
[2021-01-19 07:55:58 main:574] : INFO : Epoch 1772 | loss: 0.031168 | val_loss: 0.0311719 | Time: 5607.25 ms
[2021-01-19 07:56:03 main:574] : INFO : Epoch 1773 | loss: 0.0311621 | val_loss: 0.0311694 | Time: 5604.34 ms
[2021-01-19 07:56:09 main:574] : INFO : Epoch 1774 | loss: 0.0311611 | val_loss: 0.0311703 | Time: 5614.15 ms
[2021-01-19 07:56:15 main:574] : INFO : Epoch 1775 | loss: 0.0311617 | val_loss: 0.0311726 | Time: 5608.53 ms
[2021-01-19 07:56:20 main:574] : INFO : Epoch 1776 | loss: 0.0311623 | val_loss: 0.0311736 | Time: 5608.87 ms
[2021-01-19 07:56:26 main:574] : INFO : Epoch 1777 | loss: 0.0311635 | val_loss: 0.0311714 | Time: 5599.51 ms
[2021-01-19 07:56:32 main:574] : INFO : Epoch 1778 | loss: 0.0311623 | val_loss: 0.0311708 | Time: 5606.22 ms
[2021-01-19 07:56:37 main:574] : INFO : Epoch 1779 | loss: 0.0311621 | val_loss: 0.0311714 | Time: 5608.13 ms
[2021-01-19 07:56:43 main:574] : INFO : Epoch 1780 | loss: 0.0311631 | val_loss: 0.0311691 | Time: 5609.83 ms
[2021-01-19 07:56:49 main:574] : INFO : Epoch 1781 | loss: 0.0311634 | val_loss: 0.0311689 | Time: 5607.64 ms
[2021-01-19 07:56:54 main:574] : INFO : Epoch 1782 | loss: 0.0311628 | val_loss: 0.0311704 | Time: 5609.39 ms
[2021-01-19 07:57:00 main:574] : INFO : Epoch 1783 | loss: 0.0311642 | val_loss: 0.0311689 | Time: 5605.1 ms
[2021-01-19 07:57:06 main:574] : INFO : Epoch 1784 | loss: 0.0311621 | val_loss: 0.0311699 | Time: 5609.86 ms
[2021-01-19 07:57:11 main:574] : INFO : Epoch 1785 | loss: 0.031163 | val_loss: 0.0311688 | Time: 5598.33 ms
[2021-01-19 07:57:17 main:574] : INFO : Epoch 1786 | loss: 0.0311623 | val_loss: 0.0311698 | Time: 5610.01 ms
[2021-01-19 07:57:22 main:574] : INFO : Epoch 1787 | loss: 0.0311612 | val_loss: 0.031168 | Time: 5602.73 ms
[2021-01-19 07:57:28 main:574] : INFO : Epoch 1788 | loss: 0.0311614 | val_loss: 0.0311705 | Time: 5612.4 ms
[2021-01-19 07:57:34 main:574] : INFO : Epoch 1789 | loss: 0.0311664 | val_loss: 0.0311717 | Time: 5612.9 ms
[2021-01-19 07:57:39 main:574] : INFO : Epoch 1790 | loss: 0.0311677 | val_loss: 0.0311987 | Time: 5604.09 ms
[2021-01-19 07:57:45 main:574] : INFO : Epoch 1791 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 5608.49 ms
[2021-01-19 07:57:51 main:574] : INFO : Epoch 1792 | loss: 0.0311648 | val_loss: 0.0311704 | Time: 5613.22 ms
[2021-01-19 07:57:56 main:574] : INFO : Epoch 1793 | loss: 0.0311606 | val_loss: 0.031168 | Time: 5613.52 ms
[2021-01-19 07:58:02 main:574] : INFO : Epoch 1794 | loss: 0.0311595 | val_loss: 0.0311705 | Time: 5613.26 ms
[2021-01-19 07:58:08 main:574] : INFO : Epoch 1795 | loss: 0.031161 | val_loss: 0.0311696 | Time: 5608.63 ms
[2021-01-19 07:58:13 main:574] : INFO : Epoch 1796 | loss: 0.0311615 | val_loss: 0.0311673 | Time: 5607.03 ms
[2021-01-19 07:58:19 main:574] : INFO : Epoch 1797 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 5602.42 ms
[2021-01-19 07:58:25 main:574] : INFO : Epoch 1798 | loss: 0.031162 | val_loss: 0.0311699 | Time: 5608.71 ms
[2021-01-19 07:58:30 main:574] : INFO : Epoch 1799 | loss: 0.0311615 | val_loss: 0.0311675 | Time: 5616.78 ms
[2021-01-19 07:58:36 main:574] : INFO : Epoch 1800 | loss: 0.031162 | val_loss: 0.0311889 | Time: 5609.84 ms
[2021-01-19 07:58:42 main:574] : INFO : Epoch 1801 | loss: 0.0311695 | val_loss: 0.0311694 | Time: 5609.87 ms
[2021-01-19 07:58:47 main:574] : INFO : Epoch 1802 | loss: 0.0311614 | val_loss: 0.0311709 | Time: 5608.39 ms
[2021-01-19 07:58:53 main:574] : INFO : Epoch 1803 | loss: 0.0311608 | val_loss: 0.0311681 | Time: 5610.89 ms
[2021-01-19 07:58:59 main:574] : INFO : Epoch 1804 | loss: 0.0311613 | val_loss: 0.0311697 | Time: 5607.52 ms
[2021-01-19 07:59:04 main:574] : INFO : Epoch 1805 | loss: 0.0311602 | val_loss: 0.0311694 | Time: 5609.04 ms
[2021-01-19 07:59:10 main:574] : INFO : Epoch 1806 | loss: 0.0311611 | val_loss: 0.0311691 | Time: 5608.99 ms
[2021-01-19 07:59:16 main:574] : INFO : Epoch 1807 | loss: 0.0311618 | val_loss: 0.0311803 | Time: 5612.89 ms
[2021-01-19 07:59:21 main:574] : INFO : Epoch 1808 | loss: 0.0311656 | val_loss: 0.0311704 | Time: 5617 ms
[2021-01-19 07:59:27 main:574] : INFO : Epoch 1809 | loss: 0.0311617 | val_loss: 0.0311696 | Time: 5610.08 ms
[2021-01-19 07:59:32 main:574] : INFO : Epoch 1810 | loss: 0.0311608 | val_loss: 0.0311722 | Time: 5612.62 ms
[2021-01-19 07:59:38 main:574] : INFO : Epoch 1811 | loss: 0.0311635 | val_loss: 0.0311724 | Time: 5605.49 ms
[2021-01-19 07:59:44 main:574] : INFO : Epoch 1812 | loss: 0.0311636 | val_loss: 0.0311709 | Time: 5620.18 ms
[2021-01-19 07:59:49 main:574] : INFO : Epoch 1813 | loss: 0.031163 | val_loss: 0.0311713 | Time: 5607.03 ms
[2021-01-19 07:59:55 main:574] : INFO : Epoch 1814 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 5605.78 ms
[2021-01-19 08:00:01 main:574] : INFO : Epoch 1815 | loss: 0.0311643 | val_loss: 0.0311706 | Time: 5607.45 ms
[2021-01-19 08:00:06 main:574] : INFO : Epoch 1816 | loss: 0.031165 | val_loss: 0.0311725 | Time: 5611.06 ms
[2021-01-19 08:00:12 main:574] : INFO : Epoch 1817 | loss: 0.0311619 | val_loss: 0.0311712 | Time: 5601.57 ms
[2021-01-19 08:00:18 main:574] : INFO : Epoch 1818 | loss: 0.0311626 | val_loss: 0.031171 | Time: 5607.43 ms
[2021-01-19 08:00:23 main:574] : INFO : Epoch 1819 | loss: 0.0311642 | val_loss: 0.0311737 | Time: 5605.61 ms
[2021-01-19 08:00:29 main:574] : INFO : Epoch 1820 | loss: 0.0311649 | val_loss: 0.03117 | Time: 5618.33 ms
[2021-01-19 08:00:35 main:574] : INFO : Epoch 1821 | loss: 0.0311651 | val_loss: 0.0311723 | Time: 5604 ms
[2021-01-19 08:00:40 main:574] : INFO : Epoch 1822 | loss: 0.0311669 | val_loss: 0.0311726 | Time: 5605.5 ms
[2021-01-19 08:00:46 main:574] : INFO : Epoch 1823 | loss: 0.0311647 | val_loss: 0.031173 | Time: 5617 ms
[2021-01-19 08:00:52 main:574] : INFO : Epoch 1824 | loss: 0.0311645 | val_loss: 0.0311702 | Time: 5606.5 ms
[2021-01-19 08:00:57 main:574] : INFO : Epoch 1825 | loss: 0.031163 | val_loss: 0.0311674 | Time: 5612.29 ms
[2021-01-19 08:01:03 main:574] : INFO : Epoch 1826 | loss: 0.0311629 | val_loss: 0.0311668 | Time: 5606.52 ms
[2021-01-19 08:01:09 main:574] : INFO : Epoch 1827 | loss: 0.031161 | val_loss: 0.0311675 | Time: 5612.6 ms
[2021-01-19 08:01:14 main:574] : INFO : Epoch 1828 | loss: 0.0311617 | val_loss: 0.0311687 | Time: 5603.4 ms
[2021-01-19 08:01:20 main:574] : INFO : Epoch 1829 | loss: 0.0311614 | val_loss: 0.0311678 | Time: 5604.31 ms
[2021-01-19 08:01:26 main:574] : INFO : Epoch 1830 | loss: 0.0311608 | val_loss: 0.0311674 | Time: 5607.95 ms
[2021-01-19 08:01:31 main:574] : INFO : Epoch 1831 | loss: 0.0311621 | val_loss: 0.031171 | Time: 5614.55 ms
[2021-01-19 08:01:37 main:574] : INFO : Epoch 1832 | loss: 0.0311608 | val_loss: 0.0311681 | Time: 5620.32 ms
[2021-01-19 08:01:43 main:574] : INFO : Epoch 1833 | loss: 0.0311608 | val_loss: 0.0311671 | Time: 5616.11 ms
[2021-01-19 08:01:48 main:574] : INFO : Epoch 1834 | loss: 0.0311606 | val_loss: 0.0311709 | Time: 5607.55 ms
[2021-01-19 08:01:54 main:574] : INFO : Epoch 1835 | loss: 0.0311627 | val_loss: 0.031169 | Time: 5613.38 ms
[2021-01-19 08:01:59 main:574] : INFO : Epoch 1836 | loss: 0.0311608 | val_loss: 0.0311683 | Time: 5601.5 ms
[2021-01-19 08:02:05 main:574] : INFO : Epoch 1837 | loss: 0.0311603 | val_loss: 0.0311706 | Time: 5611.62 ms
[2021-01-19 08:02:11 main:574] : INFO : Epoch 1838 | loss: 0.0311622 | val_loss: 0.0311681 | Time: 5607.18 ms
[2021-01-19 08:02:16 main:574] : INFO : Epoch 1839 | loss: 0.0311608 | val_loss: 0.0311668 | Time: 5602.27 ms
[2021-01-19 08:02:22 main:574] : INFO : Epoch 1840 | loss: 0.0311597 | val_loss: 0.0311665 | Time: 5605.01 ms
[2021-01-19 08:02:28 main:574] : INFO : Epoch 1841 | loss: 0.0311615 | val_loss: 0.0311662 | Time: 5611.93 ms
[2021-01-19 08:02:33 main:574] : INFO : Epoch 1842 | loss: 0.0311609 | val_loss: 0.0311671 | Time: 5613.49 ms
[2021-01-19 08:02:39 main:574] : INFO : Epoch 1843 | loss: 0.0311595 | val_loss: 0.0311672 | Time: 5607.9 ms
[2021-01-19 08:02:45 main:574] : INFO : Epoch 1844 | loss: 0.0311594 | val_loss: 0.0311673 | Time: 5605.7 ms
[2021-01-19 08:02:50 main:574] : INFO : Epoch 1845 | loss: 0.0311608 | val_loss: 0.0311682 | Time: 5597.73 ms
[2021-01-19 08:02:56 main:574] : INFO : Epoch 1846 | loss: 0.0311593 | val_loss: 0.0311676 | Time: 5613.31 ms
[2021-01-19 08:03:02 main:574] : INFO : Epoch 1847 | loss: 0.0311592 | val_loss: 0.0311659 | Time: 5603.66 ms
[2021-01-19 08:03:07 main:574] : INFO : Epoch 1848 | loss: 0.0311599 | val_loss: 0.031166 | Time: 5608.53 ms
[2021-01-19 08:03:13 main:574] : INFO : Epoch 1849 | loss: 0.0311601 | val_loss: 0.0311712 | Time: 5619.39 ms
[2021-01-19 08:03:19 main:574] : INFO : Epoch 1850 | loss: 0.0311617 | val_loss: 0.0311672 | Time: 5605.73 ms
[2021-01-19 08:03:24 main:574] : INFO : Epoch 1851 | loss: 0.0311603 | val_loss: 0.0311669 | Time: 5604.35 ms
[2021-01-19 08:03:30 main:574] : INFO : Epoch 1852 | loss: 0.0311615 | val_loss: 0.0311672 | Time: 5606.19 ms
[2021-01-19 08:03:36 main:574] : INFO : Epoch 1853 | loss: 0.0311614 | val_loss: 0.0311672 | Time: 5614.39 ms
[2021-01-19 08:03:41 main:574] : INFO : Epoch 1854 | loss: 0.0311608 | val_loss: 0.031167 | Time: 5610.17 ms
[2021-01-19 08:03:47 main:574] : INFO : Epoch 1855 | loss: 0.0311644 | val_loss: 0.0311704 | Time: 5603.76 ms
[2021-01-19 08:03:53 main:574] : INFO : Epoch 1856 | loss: 0.0311649 | val_loss: 0.0311683 | Time: 5604.95 ms
[2021-01-19 08:03:58 main:574] : INFO : Epoch 1857 | loss: 0.0311624 | val_loss: 0.031166 | Time: 5609.37 ms
[2021-01-19 08:04:04 main:574] : INFO : Epoch 1858 | loss: 0.0311621 | val_loss: 0.0311662 | Time: 5600.85 ms
[2021-01-19 08:04:10 main:574] : INFO : Epoch 1859 | loss: 0.0311593 | val_loss: 0.0311648 | Time: 5608.2 ms
[2021-01-19 08:04:15 main:574] : INFO : Epoch 1860 | loss: 0.031159 | val_loss: 0.0311713 | Time: 5601.49 ms
[2021-01-19 08:04:21 main:574] : INFO : Epoch 1861 | loss: 0.0311589 | val_loss: 0.031167 | Time: 5602.12 ms
[2021-01-19 08:04:26 main:574] : INFO : Epoch 1862 | loss: 0.0311577 | val_loss: 0.0311662 | Time: 5605.26 ms
[2021-01-19 08:04:32 main:574] : INFO : Epoch 1863 | loss: 0.0311581 | val_loss: 0.0311653 | Time: 5599.2 ms
[2021-01-19 08:04:38 main:574] : INFO : Epoch 1864 | loss: 0.0311605 | val_loss: 0.0311661 | Time: 5596.71 ms
[2021-01-19 08:04:43 main:574] : INFO : Epoch 1865 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 5611.88 ms
[2021-01-19 08:04:49 main:574] : INFO : Epoch 1866 | loss: 0.0311576 | val_loss: 0.0311666 | Time: 5620.34 ms
[2021-01-19 08:04:55 main:574] : INFO : Epoch 1867 | loss: 0.0311577 | val_loss: 0.0311663 | Time: 5601.99 ms
[2021-01-19 08:05:00 main:574] : INFO : Epoch 1868 | loss: 0.0311575 | val_loss: 0.0311664 | Time: 5611.2 ms
[2021-01-19 08:05:06 main:574] : INFO : Epoch 1869 | loss: 0.031157 | val_loss: 0.0311658 | Time: 5604.56 ms
[2021-01-19 08:05:12 main:574] : INFO : Epoch 1870 | loss: 0.0311578 | val_loss: 0.0311688 | Time: 5597.34 ms
[2021-01-19 08:05:17 main:574] : INFO : Epoch 1871 | loss: 0.0311577 | val_loss: 0.0311667 | Time: 5606.31 ms
[2021-01-19 08:05:23 main:574] : INFO : Epoch 1872 | loss: 0.031156 | val_loss: 0.0311643 | Time: 5618.09 ms
[2021-01-19 08:05:29 main:574] : INFO : Epoch 1873 | loss: 0.0311587 | val_loss: 0.0311675 | Time: 5605.82 ms
[2021-01-19 08:05:34 main:574] : INFO : Epoch 1874 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 5606.3 ms
[2021-01-19 08:05:40 main:574] : INFO : Epoch 1875 | loss: 0.0311587 | val_loss: 0.0311704 | Time: 5601.27 ms
[2021-01-19 08:05:46 main:574] : INFO : Epoch 1876 | loss: 0.0311602 | val_loss: 0.0311765 | Time: 5609.55 ms
[2021-01-19 08:05:51 main:574] : INFO : Epoch 1877 | loss: 0.0311595 | val_loss: 0.0311727 | Time: 5600.02 ms
[2021-01-19 08:05:57 main:574] : INFO : Epoch 1878 | loss: 0.0311582 | val_loss: 0.0311734 | Time: 5615.36 ms
[2021-01-19 08:06:03 main:574] : INFO : Epoch 1879 | loss: 0.0311625 | val_loss: 0.0311702 | Time: 5609.41 ms
[2021-01-19 08:06:08 main:574] : INFO : Epoch 1880 | loss: 0.0311587 | val_loss: 0.0311677 | Time: 5610.15 ms
[2021-01-19 08:06:14 main:574] : INFO : Epoch 1881 | loss: 0.031162 | val_loss: 0.0311776 | Time: 5614.3 ms
[2021-01-19 08:06:20 main:574] : INFO : Epoch 1882 | loss: 0.0311699 | val_loss: 0.0311737 | Time: 5607.29 ms
[2021-01-19 08:06:25 main:574] : INFO : Epoch 1883 | loss: 0.0311655 | val_loss: 0.0311719 | Time: 5611.32 ms
[2021-01-19 08:06:31 main:574] : INFO : Epoch 1884 | loss: 0.0311654 | val_loss: 0.0311742 | Time: 5605.82 ms
[2021-01-19 08:06:36 main:574] : INFO : Epoch 1885 | loss: 0.0311648 | val_loss: 0.0311718 | Time: 5604.76 ms
[2021-01-19 08:06:42 main:574] : INFO : Epoch 1886 | loss: 0.0311646 | val_loss: 0.0311726 | Time: 5610.67 ms
[2021-01-19 08:06:48 main:574] : INFO : Epoch 1887 | loss: 0.0311646 | val_loss: 0.0311715 | Time: 5598.1 ms
[2021-01-19 08:06:53 main:574] : INFO : Epoch 1888 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 5617.34 ms
[2021-01-19 08:06:59 main:574] : INFO : Epoch 1889 | loss: 0.031164 | val_loss: 0.0311704 | Time: 5600.82 ms
[2021-01-19 08:07:05 main:574] : INFO : Epoch 1890 | loss: 0.0311634 | val_loss: 0.0311697 | Time: 5608.22 ms
[2021-01-19 08:07:10 main:574] : INFO : Epoch 1891 | loss: 0.0311649 | val_loss: 0.0311702 | Time: 5612.01 ms
[2021-01-19 08:07:16 main:574] : INFO : Epoch 1892 | loss: 0.0311657 | val_loss: 0.0311688 | Time: 5612.57 ms
[2021-01-19 08:07:22 main:574] : INFO : Epoch 1893 | loss: 0.0311664 | val_loss: 0.0311707 | Time: 5606.29 ms
[2021-01-19 08:07:27 main:574] : INFO : Epoch 1894 | loss: 0.0311652 | val_loss: 0.0311737 | Time: 5606.11 ms
[2021-01-19 08:07:33 main:574] : INFO : Epoch 1895 | loss: 0.0311643 | val_loss: 0.031174 | Time: 5608.36 ms
[2021-01-19 08:07:39 main:574] : INFO : Epoch 1896 | loss: 0.0311636 | val_loss: 0.0311715 | Time: 5609.13 ms
[2021-01-19 08:07:44 main:574] : INFO : Epoch 1897 | loss: 0.0311647 | val_loss: 0.03117 | Time: 5604.04 ms
[2021-01-19 08:07:50 main:574] : INFO : Epoch 1898 | loss: 0.0311643 | val_loss: 0.0311714 | Time: 5605.07 ms
[2021-01-19 08:07:56 main:574] : INFO : Epoch 1899 | loss: 0.0311632 | val_loss: 0.0311707 | Time: 5608.22 ms
[2021-01-19 08:08:01 main:574] : INFO : Epoch 1900 | loss: 0.0311636 | val_loss: 0.0311709 | Time: 5601.45 ms
[2021-01-19 08:08:07 main:574] : INFO : Epoch 1901 | loss: 0.0311645 | val_loss: 0.0311691 | Time: 5604.21 ms
[2021-01-19 08:08:13 main:574] : INFO : Epoch 1902 | loss: 0.0311628 | val_loss: 0.0311704 | Time: 5616.45 ms
[2021-01-19 08:08:18 main:574] : INFO : Epoch 1903 | loss: 0.031165 | val_loss: 0.0311688 | Time: 5608.97 ms
[2021-01-19 08:08:24 main:574] : INFO : Epoch 1904 | loss: 0.0311682 | val_loss: 0.0311697 | Time: 5611.45 ms
[2021-01-19 08:08:29 main:574] : INFO : Epoch 1905 | loss: 0.0311665 | val_loss: 0.0311712 | Time: 5613.57 ms
[2021-01-19 08:08:35 main:574] : INFO : Epoch 1906 | loss: 0.0311651 | val_loss: 0.0311686 | Time: 5608.17 ms
[2021-01-19 08:08:41 main:574] : INFO : Epoch 1907 | loss: 0.0311668 | val_loss: 0.0311732 | Time: 5604.87 ms
[2021-01-19 08:08:46 main:574] : INFO : Epoch 1908 | loss: 0.0311728 | val_loss: 0.0311707 | Time: 5606.5 ms
[2021-01-19 08:08:52 main:574] : INFO : Epoch 1909 | loss: 0.0311696 | val_loss: 0.0311691 | Time: 5606.46 ms
[2021-01-19 08:08:58 main:574] : INFO : Epoch 1910 | loss: 0.0311688 | val_loss: 0.0311694 | Time: 5599.69 ms
[2021-01-19 08:09:03 main:574] : INFO : Epoch 1911 | loss: 0.0311683 | val_loss: 0.0311683 | Time: 5608.32 ms
[2021-01-19 08:09:09 main:574] : INFO : Epoch 1912 | loss: 0.0311673 | val_loss: 0.0311672 | Time: 5598.44 ms
[2021-01-19 08:09:15 main:574] : INFO : Epoch 1913 | loss: 0.0311692 | val_loss: 0.0311718 | Time: 5607.51 ms
[2021-01-19 08:09:20 main:574] : INFO : Epoch 1914 | loss: 0.0311679 | val_loss: 0.0311683 | Time: 5601.85 ms
[2021-01-19 08:09:26 main:574] : INFO : Epoch 1915 | loss: 0.031166 | val_loss: 0.0311686 | Time: 5602.93 ms
[2021-01-19 08:09:32 main:574] : INFO : Epoch 1916 | loss: 0.0311667 | val_loss: 0.0311677 | Time: 5610.11 ms
[2021-01-19 08:09:37 main:574] : INFO : Epoch 1917 | loss: 0.0311673 | val_loss: 0.0311671 | Time: 5615.12 ms
[2021-01-19 08:09:43 main:574] : INFO : Epoch 1918 | loss: 0.0311666 | val_loss: 0.031167 | Time: 5601.65 ms
[2021-01-19 08:09:49 main:574] : INFO : Epoch 1919 | loss: 0.0311666 | val_loss: 0.0311679 | Time: 5606.05 ms
[2021-01-19 08:09:54 main:574] : INFO : Epoch 1920 | loss: 0.0311699 | val_loss: 0.031173 | Time: 5604.22 ms
[2021-01-19 08:10:00 main:574] : INFO : Epoch 1921 | loss: 0.0311726 | val_loss: 0.0311795 | Time: 5607.11 ms
[2021-01-19 08:10:06 main:574] : INFO : Epoch 1922 | loss: 0.0311735 | val_loss: 0.0311756 | Time: 5615.34 ms
[2021-01-19 08:10:11 main:574] : INFO : Epoch 1923 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 5607.06 ms
[2021-01-19 08:10:17 main:574] : INFO : Epoch 1924 | loss: 0.0311722 | val_loss: 0.0311749 | Time: 5603.51 ms
[2021-01-19 08:10:22 main:574] : INFO : Epoch 1925 | loss: 0.0311727 | val_loss: 0.0311766 | Time: 5606 ms
[2021-01-19 08:10:28 main:574] : INFO : Epoch 1926 | loss: 0.031172 | val_loss: 0.0311732 | Time: 5612.25 ms
[2021-01-19 08:10:34 main:574] : INFO : Epoch 1927 | loss: 0.0311698 | val_loss: 0.0311721 | Time: 5607.47 ms
[2021-01-19 08:10:39 main:574] : INFO : Epoch 1928 | loss: 0.0311692 | val_loss: 0.0311751 | Time: 5617.1 ms
[2021-01-19 08:10:45 main:574] : INFO : Epoch 1929 | loss: 0.0311692 | val_loss: 0.031172 | Time: 5601.86 ms
[2021-01-19 08:10:51 main:574] : INFO : Epoch 1930 | loss: 0.0311683 | val_loss: 0.0311713 | Time: 5604.8 ms
[2021-01-19 08:10:56 main:574] : INFO : Epoch 1931 | loss: 0.0311675 | val_loss: 0.0311707 | Time: 5598.02 ms
[2021-01-19 08:11:02 main:574] : INFO : Epoch 1932 | loss: 0.0311673 | val_loss: 0.0311743 | Time: 5604.47 ms
[2021-01-19 08:11:08 main:574] : INFO : Epoch 1933 | loss: 0.0311683 | val_loss: 0.0311743 | Time: 5602.31 ms
[2021-01-19 08:11:13 main:574] : INFO : Epoch 1934 | loss: 0.0311672 | val_loss: 0.0311699 | Time: 5610.18 ms
[2021-01-19 08:11:19 main:574] : INFO : Epoch 1935 | loss: 0.0311667 | val_loss: 0.031171 | Time: 5607.46 ms
[2021-01-19 08:11:25 main:574] : INFO : Epoch 1936 | loss: 0.0311674 | val_loss: 0.0311693 | Time: 5615.3 ms
[2021-01-19 08:11:30 main:574] : INFO : Epoch 1937 | loss: 0.0311652 | val_loss: 0.0311718 | Time: 5603.65 ms
[2021-01-19 08:11:36 main:574] : INFO : Epoch 1938 | loss: 0.0311666 | val_loss: 0.0311714 | Time: 5607.65 ms
[2021-01-19 08:11:42 main:574] : INFO : Epoch 1939 | loss: 0.0311654 | val_loss: 0.0311714 | Time: 5607.37 ms
[2021-01-19 08:11:47 main:574] : INFO : Epoch 1940 | loss: 0.0311653 | val_loss: 0.0311703 | Time: 5606.1 ms
[2021-01-19 08:11:53 main:574] : INFO : Epoch 1941 | loss: 0.0311652 | val_loss: 0.0311726 | Time: 5606.25 ms
[2021-01-19 08:11:59 main:574] : INFO : Epoch 1942 | loss: 0.0311649 | val_loss: 0.0311701 | Time: 5600.24 ms
[2021-01-19 08:12:04 main:574] : INFO : Epoch 1943 | loss: 0.031164 | val_loss: 0.0311707 | Time: 5608.65 ms
[2021-01-19 08:12:10 main:574] : INFO : Epoch 1944 | loss: 0.031164 | val_loss: 0.0311699 | Time: 5603.83 ms
[2021-01-19 08:12:15 main:574] : INFO : Epoch 1945 | loss: 0.0311646 | val_loss: 0.0311693 | Time: 5604.91 ms
[2021-01-19 08:12:21 main:574] : INFO : Epoch 1946 | loss: 0.0311657 | val_loss: 0.0311699 | Time: 5605.22 ms
[2021-01-19 08:12:27 main:574] : INFO : Epoch 1947 | loss: 0.0311643 | val_loss: 0.0311682 | Time: 5615.35 ms
[2021-01-19 08:12:32 main:574] : INFO : Epoch 1948 | loss: 0.0311642 | val_loss: 0.0311694 | Time: 5610.05 ms
[2021-01-19 08:12:38 main:574] : INFO : Epoch 1949 | loss: 0.0311662 | val_loss: 0.0311698 | Time: 5611.25 ms
[2021-01-19 08:12:44 main:574] : INFO : Epoch 1950 | loss: 0.0311689 | val_loss: 0.0311762 | Time: 5605.43 ms
[2021-01-19 08:12:49 main:574] : INFO : Epoch 1951 | loss: 0.031166 | val_loss: 0.0311696 | Time: 5606.57 ms
[2021-01-19 08:12:55 main:574] : INFO : Epoch 1952 | loss: 0.0311642 | val_loss: 0.0311685 | Time: 5609.05 ms
[2021-01-19 08:13:01 main:574] : INFO : Epoch 1953 | loss: 0.031163 | val_loss: 0.0311694 | Time: 5601.38 ms
[2021-01-19 08:13:06 main:574] : INFO : Epoch 1954 | loss: 0.031165 | val_loss: 0.031168 | Time: 5600.12 ms
[2021-01-19 08:13:12 main:574] : INFO : Epoch 1955 | loss: 0.031162 | val_loss: 0.0311674 | Time: 5604.37 ms
[2021-01-19 08:13:18 main:574] : INFO : Epoch 1956 | loss: 0.031164 | val_loss: 0.0311712 | Time: 5602.93 ms
[2021-01-19 08:13:23 main:574] : INFO : Epoch 1957 | loss: 0.0311633 | val_loss: 0.0311681 | Time: 5601.94 ms
[2021-01-19 08:13:29 main:574] : INFO : Epoch 1958 | loss: 0.0311626 | val_loss: 0.0311671 | Time: 5609.39 ms
[2021-01-19 08:13:35 main:574] : INFO : Epoch 1959 | loss: 0.0311661 | val_loss: 0.031169 | Time: 5612.91 ms
[2021-01-19 08:13:40 main:574] : INFO : Epoch 1960 | loss: 0.0311648 | val_loss: 0.0311662 | Time: 5608.2 ms
[2021-01-19 08:13:46 main:574] : INFO : Epoch 1961 | loss: 0.0311646 | val_loss: 0.0311681 | Time: 5616.16 ms
[2021-01-19 08:13:52 main:574] : INFO : Epoch 1962 | loss: 0.0311651 | val_loss: 0.0311731 | Time: 5606.68 ms
[2021-01-19 08:13:57 main:574] : INFO : Epoch 1963 | loss: 0.0311655 | val_loss: 0.03117 | Time: 5604.19 ms
[2021-01-19 08:14:03 main:574] : INFO : Epoch 1964 | loss: 0.0311638 | val_loss: 0.0311672 | Time: 5601.42 ms
[2021-01-19 08:14:09 main:574] : INFO : Epoch 1965 | loss: 0.0311637 | val_loss: 0.031169 | Time: 5611.99 ms
[2021-01-19 08:14:14 main:574] : INFO : Epoch 1966 | loss: 0.0311641 | val_loss: 0.0311692 | Time: 5612.89 ms
[2021-01-19 08:14:20 main:574] : INFO : Epoch 1967 | loss: 0.0311642 | val_loss: 0.0311687 | Time: 5597.75 ms
[2021-01-19 08:14:26 main:574] : INFO : Epoch 1968 | loss: 0.0311625 | val_loss: 0.0311668 | Time: 5606.29 ms
[2021-01-19 08:14:31 main:574] : INFO : Epoch 1969 | loss: 0.0311617 | val_loss: 0.0311671 | Time: 5606.01 ms
[2021-01-19 08:14:37 main:574] : INFO : Epoch 1970 | loss: 0.0311649 | val_loss: 0.0311682 | Time: 5606.28 ms
[2021-01-19 08:14:42 main:574] : INFO : Epoch 1971 | loss: 0.0334408 | val_loss: 0.0360314 | Time: 5603.4 ms
[2021-01-19 08:14:48 main:574] : INFO : Epoch 1972 | loss: 0.0345063 | val_loss: 0.0323642 | Time: 5600.76 ms
[2021-01-19 08:14:54 main:574] : INFO : Epoch 1973 | loss: 0.0317817 | val_loss: 0.0313943 | Time: 5600.89 ms
[2021-01-19 08:14:59 main:574] : INFO : Epoch 1974 | loss: 0.0313103 | val_loss: 0.0312478 | Time: 5627.01 ms
[2021-01-19 08:15:05 main:574] : INFO : Epoch 1975 | loss: 0.0312321 | val_loss: 0.0312282 | Time: 5609.97 ms
[2021-01-19 08:15:11 main:574] : INFO : Epoch 1976 | loss: 0.0312115 | val_loss: 0.0312003 | Time: 5603.45 ms
[2021-01-19 08:15:16 main:574] : INFO : Epoch 1977 | loss: 0.0311989 | val_loss: 0.0312 | Time: 5611.87 ms
[2021-01-19 08:15:22 main:574] : INFO : Epoch 1978 | loss: 0.0311954 | val_loss: 0.0311953 | Time: 5612.84 ms
[2021-01-19 08:15:28 main:574] : INFO : Epoch 1979 | loss: 0.0311936 | val_loss: 0.0311933 | Time: 5611.61 ms
[2021-01-19 08:15:33 main:574] : INFO : Epoch 1980 | loss: 0.0311924 | val_loss: 0.0311964 | Time: 5610.53 ms
[2021-01-19 08:15:39 main:574] : INFO : Epoch 1981 | loss: 0.0311924 | val_loss: 0.0311938 | Time: 5607.63 ms
[2021-01-19 08:15:45 main:574] : INFO : Epoch 1982 | loss: 0.0311897 | val_loss: 0.0311899 | Time: 5606.19 ms
[2021-01-19 08:15:50 main:574] : INFO : Epoch 1983 | loss: 0.0311857 | val_loss: 0.0311884 | Time: 5609.16 ms
[2021-01-19 08:15:56 main:574] : INFO : Epoch 1984 | loss: 0.0311845 | val_loss: 0.0311875 | Time: 5602.85 ms
[2021-01-19 08:16:02 main:574] : INFO : Epoch 1985 | loss: 0.0311837 | val_loss: 0.0311944 | Time: 5600.83 ms
[2021-01-19 08:16:07 main:574] : INFO : Epoch 1986 | loss: 0.0311867 | val_loss: 0.03119 | Time: 5607.43 ms
[2021-01-19 08:16:13 main:574] : INFO : Epoch 1987 | loss: 0.0311838 | val_loss: 0.0311888 | Time: 5610.84 ms
[2021-01-19 08:16:19 main:574] : INFO : Epoch 1988 | loss: 0.0311835 | val_loss: 0.0311865 | Time: 5598.43 ms
[2021-01-19 08:16:24 main:574] : INFO : Epoch 1989 | loss: 0.0311812 | val_loss: 0.0311809 | Time: 5606.52 ms
[2021-01-19 08:16:30 main:574] : INFO : Epoch 1990 | loss: 0.0311775 | val_loss: 0.0311788 | Time: 5611.7 ms
[2021-01-19 08:16:35 main:574] : INFO : Epoch 1991 | loss: 0.0311781 | val_loss: 0.0311793 | Time: 5603.05 ms
[2021-01-19 08:16:41 main:574] : INFO : Epoch 1992 | loss: 0.0311766 | val_loss: 0.0311767 | Time: 5601.22 ms
[2021-01-19 08:16:47 main:574] : INFO : Epoch 1993 | loss: 0.0311748 | val_loss: 0.0311761 | Time: 5600.31 ms
[2021-01-19 08:16:52 main:574] : INFO : Epoch 1994 | loss: 0.0311746 | val_loss: 0.0311732 | Time: 5607.26 ms
[2021-01-19 08:16:58 main:574] : INFO : Epoch 1995 | loss: 0.031172 | val_loss: 0.0311756 | Time: 5596.54 ms
[2021-01-19 08:17:04 main:574] : INFO : Epoch 1996 | loss: 0.0311695 | val_loss: 0.0311712 | Time: 5607.6 ms
[2021-01-19 08:17:09 main:574] : INFO : Epoch 1997 | loss: 0.0311672 | val_loss: 0.0311722 | Time: 5605.87 ms
[2021-01-19 08:17:15 main:574] : INFO : Epoch 1998 | loss: 0.0311673 | val_loss: 0.0311688 | Time: 5605.06 ms
[2021-01-19 08:17:21 main:574] : INFO : Epoch 1999 | loss: 0.031167 | val_loss: 0.0311685 | Time: 5601.22 ms
[2021-01-19 08:17:26 main:574] : INFO : Epoch 2000 | loss: 0.0311659 | val_loss: 0.0311687 | Time: 5602.12 ms
[2021-01-19 08:17:32 main:574] : INFO : Epoch 2001 | loss: 0.0311655 | val_loss: 0.0311683 | Time: 5609.06 ms
[2021-01-19 08:17:38 main:574] : INFO : Epoch 2002 | loss: 0.0311658 | val_loss: 0.0311694 | Time: 5609.61 ms
[2021-01-19 08:17:43 main:574] : INFO : Epoch 2003 | loss: 0.0311656 | val_loss: 0.0311698 | Time: 5605.75 ms
[2021-01-19 08:17:49 main:574] : INFO : Epoch 2004 | loss: 0.0311647 | val_loss: 0.0311681 | Time: 5603.97 ms
[2021-01-19 08:17:55 main:574] : INFO : Epoch 2005 | loss: 0.0311664 | val_loss: 0.031167 | Time: 5601.32 ms
[2021-01-19 08:18:00 main:574] : INFO : Epoch 2006 | loss: 0.0311666 | val_loss: 0.0311706 | Time: 5604.67 ms
[2021-01-19 08:18:06 main:574] : INFO : Epoch 2007 | loss: 0.0311659 | val_loss: 0.0311671 | Time: 5602.22 ms
[2021-01-19 08:18:11 main:574] : INFO : Epoch 2008 | loss: 0.0311653 | val_loss: 0.0311653 | Time: 5605.01 ms
[2021-01-19 08:18:17 main:574] : INFO : Epoch 2009 | loss: 0.0311653 | val_loss: 0.0311658 | Time: 5603.84 ms
[2021-01-19 08:18:23 main:574] : INFO : Epoch 2010 | loss: 0.031164 | val_loss: 0.0311659 | Time: 5606.15 ms
[2021-01-19 08:18:28 main:574] : INFO : Epoch 2011 | loss: 0.0311628 | val_loss: 0.0311676 | Time: 5599.72 ms
[2021-01-19 08:18:34 main:574] : INFO : Epoch 2012 | loss: 0.0311639 | val_loss: 0.0311682 | Time: 5612.71 ms
[2021-01-19 08:18:40 main:574] : INFO : Epoch 2013 | loss: 0.0311639 | val_loss: 0.0311666 | Time: 5607.87 ms
[2021-01-19 08:18:45 main:574] : INFO : Epoch 2014 | loss: 0.031162 | val_loss: 0.0311678 | Time: 5606.86 ms
[2021-01-19 08:18:51 main:574] : INFO : Epoch 2015 | loss: 0.0311622 | val_loss: 0.0311674 | Time: 5599.07 ms
[2021-01-19 08:18:57 main:574] : INFO : Epoch 2016 | loss: 0.0311618 | val_loss: 0.0311674 | Time: 5605.19 ms
[2021-01-19 08:19:02 main:574] : INFO : Epoch 2017 | loss: 0.0311628 | val_loss: 0.0311681 | Time: 5603.96 ms
[2021-01-19 08:19:08 main:574] : INFO : Epoch 2018 | loss: 0.0311618 | val_loss: 0.0311685 | Time: 5609.67 ms
[2021-01-19 08:19:14 main:574] : INFO : Epoch 2019 | loss: 0.0311622 | val_loss: 0.0311732 | Time: 5599.41 ms
[2021-01-19 08:19:19 main:574] : INFO : Epoch 2020 | loss: 0.0311635 | val_loss: 0.031168 | Time: 5600.71 ms
[2021-01-19 08:19:25 main:574] : INFO : Epoch 2021 | loss: 0.0311621 | val_loss: 0.0311669 | Time: 5598.9 ms
[2021-01-19 08:19:30 main:574] : INFO : Epoch 2022 | loss: 0.0311617 | val_loss: 0.031168 | Time: 5604.73 ms
[2021-01-19 08:19:36 main:574] : INFO : Epoch 2023 | loss: 0.0311624 | val_loss: 0.0311663 | Time: 5616.91 ms
[2021-01-19 08:19:42 main:574] : INFO : Epoch 2024 | loss: 0.031161 | val_loss: 0.0311679 | Time: 5607.92 ms
[2021-01-19 08:19:47 main:574] : INFO : Epoch 2025 | loss: 0.0311613 | val_loss: 0.0311666 | Time: 5613.94 ms
[2021-01-19 08:19:53 main:574] : INFO : Epoch 2026 | loss: 0.0311616 | val_loss: 0.0311683 | Time: 5598.49 ms
[2021-01-19 08:19:59 main:574] : INFO : Epoch 2027 | loss: 0.0311625 | val_loss: 0.0311694 | Time: 5603.97 ms
[2021-01-19 08:20:04 main:574] : INFO : Epoch 2028 | loss: 0.0311642 | val_loss: 0.0311697 | Time: 5618.64 ms
[2021-01-19 08:20:10 main:574] : INFO : Epoch 2029 | loss: 0.0311606 | val_loss: 0.0311661 | Time: 5601.08 ms
[2021-01-19 08:20:16 main:574] : INFO : Epoch 2030 | loss: 0.0311622 | val_loss: 0.0311706 | Time: 5608.05 ms
[2021-01-19 08:20:21 main:574] : INFO : Epoch 2031 | loss: 0.0311613 | val_loss: 0.031167 | Time: 5595.8 ms
[2021-01-19 08:20:27 main:574] : INFO : Epoch 2032 | loss: 0.0311604 | val_loss: 0.0311659 | Time: 5609.3 ms
[2021-01-19 08:20:33 main:574] : INFO : Epoch 2033 | loss: 0.0311612 | val_loss: 0.0311659 | Time: 5603.69 ms
[2021-01-19 08:20:38 main:574] : INFO : Epoch 2034 | loss: 0.03116 | val_loss: 0.0311665 | Time: 5609.04 ms
[2021-01-19 08:20:44 main:574] : INFO : Epoch 2035 | loss: 0.0311595 | val_loss: 0.0311652 | Time: 5609.4 ms
[2021-01-19 08:20:50 main:574] : INFO : Epoch 2036 | loss: 0.0311594 | val_loss: 0.0311643 | Time: 5608.06 ms
[2021-01-19 08:20:55 main:574] : INFO : Epoch 2037 | loss: 0.0311596 | val_loss: 0.0311667 | Time: 5606.86 ms
[2021-01-19 08:21:01 main:574] : INFO : Epoch 2038 | loss: 0.0311596 | val_loss: 0.031166 | Time: 5613.06 ms
[2021-01-19 08:21:07 main:574] : INFO : Epoch 2039 | loss: 0.0311616 | val_loss: 0.0311711 | Time: 5608.99 ms
[2021-01-19 08:21:12 main:574] : INFO : Epoch 2040 | loss: 0.0311618 | val_loss: 0.0311668 | Time: 5614.31 ms
[2021-01-19 08:21:18 main:574] : INFO : Epoch 2041 | loss: 0.0311585 | val_loss: 0.0311657 | Time: 5599.46 ms
[2021-01-19 08:21:23 main:574] : INFO : Epoch 2042 | loss: 0.0311592 | val_loss: 0.0311672 | Time: 5605.72 ms
[2021-01-19 08:21:29 main:574] : INFO : Epoch 2043 | loss: 0.0311593 | val_loss: 0.0311688 | Time: 5596.23 ms
[2021-01-19 08:21:35 main:574] : INFO : Epoch 2044 | loss: 0.031159 | val_loss: 0.031169 | Time: 5604.59 ms
[2021-01-19 08:21:40 main:574] : INFO : Epoch 2045 | loss: 0.0311599 | val_loss: 0.0311681 | Time: 5602.86 ms
[2021-01-19 08:21:46 main:574] : INFO : Epoch 2046 | loss: 0.0311586 | val_loss: 0.0311678 | Time: 5600.39 ms
[2021-01-19 08:21:52 main:574] : INFO : Epoch 2047 | loss: 0.0311584 | val_loss: 0.0311681 | Time: 5607.32 ms
[2021-01-19 08:21:57 main:574] : INFO : Epoch 2048 | loss: 0.0311578 | val_loss: 0.0311682 | Time: 5599.26 ms
[2021-01-19 08:21:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311682
[2021-01-19 08:21:57 main:603] : INFO : Saving end state to config to file
[2021-01-19 08:21:58 main:608] : INFO : Success, exiting..
08:21:58 (12128): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)