Task 10845192
| Name | ParityModified-1639952314-29111-2-0_0 |
| Workunit | 8152729 |
| Created | 17 Jan 2022, 10:56:11 UTC |
| Sent | 3 Feb 2022, 23:24:31 UTC |
| Report deadline | 11 Feb 2022, 23:24:31 UTC |
| Received | 4 Feb 2022, 20:15:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18786 |
| Run time | 2 hours 58 min 36 sec |
| CPU time | 2 hours 53 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,255.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 5177.22 ms
[2022-02-04 04:15:43 main:574] : INFO : Epoch 1543 | loss: 0.0311636 | val_loss: 0.0311726 | Time: 5150.52 ms
[2022-02-04 04:15:48 main:574] : INFO : Epoch 1544 | loss: 0.031162 | val_loss: 0.031173 | Time: 5215.47 ms
[2022-02-04 04:15:53 main:574] : INFO : Epoch 1545 | loss: 0.031163 | val_loss: 0.0311722 | Time: 5218.04 ms
[2022-02-04 04:15:59 main:574] : INFO : Epoch 1546 | loss: 0.0311624 | val_loss: 0.0311727 | Time: 5229.45 ms
[2022-02-04 04:16:04 main:574] : INFO : Epoch 1547 | loss: 0.031165 | val_loss: 0.0311699 | Time: 5260.39 ms
[2022-02-04 04:16:09 main:574] : INFO : Epoch 1548 | loss: 0.0311654 | val_loss: 0.0311744 | Time: 5193.58 ms
[2022-02-04 04:16:14 main:574] : INFO : Epoch 1549 | loss: 0.0311641 | val_loss: 0.0311713 | Time: 5191.64 ms
[2022-02-04 04:16:19 main:574] : INFO : Epoch 1550 | loss: 0.0311639 | val_loss: 0.0311705 | Time: 5189.76 ms
[2022-02-04 04:16:25 main:574] : INFO : Epoch 1551 | loss: 0.031164 | val_loss: 0.0311739 | Time: 5153.6 ms
[2022-02-04 04:16:30 main:574] : INFO : Epoch 1552 | loss: 0.0311623 | val_loss: 0.0311717 | Time: 5184.84 ms
[2022-02-04 04:16:35 main:574] : INFO : Epoch 1553 | loss: 0.0311645 | val_loss: 0.0311723 | Time: 5192.22 ms
[2022-02-04 04:16:40 main:574] : INFO : Epoch 1554 | loss: 0.031164 | val_loss: 0.0311704 | Time: 5162.35 ms
[2022-02-04 04:16:45 main:574] : INFO : Epoch 1555 | loss: 0.0311658 | val_loss: 0.0311719 | Time: 5254.07 ms
[2022-02-04 04:16:51 main:574] : INFO : Epoch 1556 | loss: 0.0311665 | val_loss: 0.0311727 | Time: 5167.54 ms
[2022-02-04 04:16:56 main:574] : INFO : Epoch 1557 | loss: 0.0311654 | val_loss: 0.031172 | Time: 5207.4 ms
[2022-02-04 04:17:01 main:574] : INFO : Epoch 1558 | loss: 0.0311661 | val_loss: 0.0311765 | Time: 5213.22 ms
[2022-02-04 04:17:06 main:574] : INFO : Epoch 1559 | loss: 0.0311653 | val_loss: 0.0311721 | Time: 5225.28 ms
[2022-02-04 04:17:11 main:574] : INFO : Epoch 1560 | loss: 0.0311644 | val_loss: 0.0311713 | Time: 5186.31 ms
[2022-02-04 04:17:17 main:574] : INFO : Epoch 1561 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 5194.92 ms
[2022-02-04 04:17:22 main:574] : INFO : Epoch 1562 | loss: 0.0311642 | val_loss: 0.0311716 | Time: 5191.59 ms
[2022-02-04 04:17:27 main:574] : INFO : Epoch 1563 | loss: 0.0311652 | val_loss: 0.031171 | Time: 5234.44 ms
[2022-02-04 04:17:32 main:574] : INFO : Epoch 1564 | loss: 0.0311652 | val_loss: 0.0311716 | Time: 5252.68 ms
[2022-02-04 04:17:38 main:574] : INFO : Epoch 1565 | loss: 0.0311644 | val_loss: 0.031174 | Time: 5228.56 ms
[2022-02-04 04:17:43 main:574] : INFO : Epoch 1566 | loss: 0.0311691 | val_loss: 0.0311723 | Time: 5195.62 ms
[2022-02-04 04:17:48 main:574] : INFO : Epoch 1567 | loss: 0.0311694 | val_loss: 0.0311714 | Time: 5253.67 ms
[2022-02-04 04:17:53 main:574] : INFO : Epoch 1568 | loss: 0.03117 | val_loss: 0.0311762 | Time: 5237.45 ms
[2022-02-04 04:17:59 main:574] : INFO : Epoch 1569 | loss: 0.0311736 | val_loss: 0.0311747 | Time: 5210.85 ms
[2022-02-04 04:18:04 main:574] : INFO : Epoch 1570 | loss: 0.0311729 | val_loss: 0.0311724 | Time: 5230.05 ms
[2022-02-04 04:18:09 main:574] : INFO : Epoch 1571 | loss: 0.0311736 | val_loss: 0.0311781 | Time: 5264.23 ms
[2022-02-04 04:18:14 main:574] : INFO : Epoch 1572 | loss: 0.031172 | val_loss: 0.0311758 | Time: 5223.97 ms
[2022-02-04 04:18:20 main:574] : INFO : Epoch 1573 | loss: 0.0311715 | val_loss: 0.0311733 | Time: 5236.38 ms
[2022-02-04 04:18:25 main:574] : INFO : Epoch 1574 | loss: 0.0311737 | val_loss: 0.0311743 | Time: 5193.02 ms
[2022-02-04 04:18:30 main:574] : INFO : Epoch 1575 | loss: 0.031171 | val_loss: 0.0311695 | Time: 5223.61 ms
[2022-02-04 04:18:35 main:574] : INFO : Epoch 1576 | loss: 0.0311733 | val_loss: 0.0311724 | Time: 5178.83 ms
[2022-02-04 04:18:40 main:574] : INFO : Epoch 1577 | loss: 0.0311722 | val_loss: 0.0311722 | Time: 5142.56 ms
[2022-02-04 04:18:46 main:574] : INFO : Epoch 1578 | loss: 0.0311722 | val_loss: 0.0311706 | Time: 5171.53 ms
[2022-02-04 04:18:51 main:574] : INFO : Epoch 1579 | loss: 0.0311706 | val_loss: 0.0311717 | Time: 5221.16 ms
[2022-02-04 04:18:56 main:574] : INFO : Epoch 1580 | loss: 0.0311707 | val_loss: 0.0311734 | Time: 5177.33 ms
[2022-02-04 04:19:01 main:574] : INFO : Epoch 1581 | loss: 0.0311709 | val_loss: 0.0311717 | Time: 5223.84 ms
[2022-02-04 04:19:06 main:574] : INFO : Epoch 1582 | loss: 0.0311694 | val_loss: 0.0311725 | Time: 5225.77 ms
[2022-02-04 04:19:12 main:574] : INFO : Epoch 1583 | loss: 0.0311691 | val_loss: 0.0311698 | Time: 5191.22 ms
[2022-02-04 04:19:17 main:574] : INFO : Epoch 1584 | loss: 0.0311679 | val_loss: 0.0311704 | Time: 5132.26 ms
[2022-02-04 04:19:22 main:574] : INFO : Epoch 1585 | loss: 0.0311684 | val_loss: 0.0311724 | Time: 5210.64 ms
[2022-02-04 04:19:27 main:574] : INFO : Epoch 1586 | loss: 0.0311685 | val_loss: 0.0311711 | Time: 5198.98 ms
[2022-02-04 04:19:32 main:574] : INFO : Epoch 1587 | loss: 0.0311686 | val_loss: 0.031172 | Time: 5189.96 ms
[2022-02-04 04:19:38 main:574] : INFO : Epoch 1588 | loss: 0.0311683 | val_loss: 0.0311693 | Time: 5182.7 ms
[2022-02-04 04:19:43 main:574] : INFO : Epoch 1589 | loss: 0.0311665 | val_loss: 0.0311694 | Time: 5248.46 ms
[2022-02-04 04:19:48 main:574] : INFO : Epoch 1590 | loss: 0.0311664 | val_loss: 0.0311706 | Time: 5200.3 ms
[2022-02-04 04:19:53 main:574] : INFO : Epoch 1591 | loss: 0.0311656 | val_loss: 0.0311713 | Time: 5219.43 ms
[2022-02-04 04:19:59 main:574] : INFO : Epoch 1592 | loss: 0.0311659 | val_loss: 0.0311706 | Time: 5250.4 ms
[2022-02-04 04:20:04 main:574] : INFO : Epoch 1593 | loss: 0.0311687 | val_loss: 0.031172 | Time: 5242.57 ms
[2022-02-04 04:20:09 main:574] : INFO : Epoch 1594 | loss: 0.0311691 | val_loss: 0.0311706 | Time: 5247.59 ms
[2022-02-04 04:20:14 main:574] : INFO : Epoch 1595 | loss: 0.031167 | val_loss: 0.0311714 | Time: 5172.4 ms
[2022-02-04 04:20:19 main:574] : INFO : Epoch 1596 | loss: 0.0311689 | val_loss: 0.0311684 | Time: 5223.82 ms
[2022-02-04 04:20:25 main:574] : INFO : Epoch 1597 | loss: 0.031169 | val_loss: 0.031169 | Time: 5164.92 ms
[2022-02-04 04:20:30 main:574] : INFO : Epoch 1598 | loss: 0.0311688 | val_loss: 0.0311721 | Time: 5180.19 ms
[2022-02-04 04:20:35 main:574] : INFO : Epoch 1599 | loss: 0.0311694 | val_loss: 0.0311712 | Time: 5232.68 ms
[2022-02-04 04:20:40 main:574] : INFO : Epoch 1600 | loss: 0.0311686 | val_loss: 0.0311695 | Time: 5273.18 ms
[2022-02-04 04:20:46 main:574] : INFO : Epoch 1601 | loss: 0.031167 | val_loss: 0.0311714 | Time: 5197.14 ms
[2022-02-04 04:20:51 main:574] : INFO : Epoch 1602 | loss: 0.0311691 | val_loss: 0.0311705 | Time: 5254.54 ms
[2022-02-04 04:20:56 main:574] : INFO : Epoch 1603 | loss: 0.0311685 | val_loss: 0.0311694 | Time: 5214.74 ms
[2022-02-04 04:21:01 main:574] : INFO : Epoch 1604 | loss: 0.0311703 | val_loss: 0.0311698 | Time: 5201.38 ms
[2022-02-04 04:21:07 main:574] : INFO : Epoch 1605 | loss: 0.0311701 | val_loss: 0.0311687 | Time: 5282.4 ms
[2022-02-04 04:21:12 main:574] : INFO : Epoch 1606 | loss: 0.031169 | val_loss: 0.0311694 | Time: 5272.92 ms
[2022-02-04 04:21:17 main:574] : INFO : Epoch 1607 | loss: 0.0311689 | val_loss: 0.0311698 | Time: 5221.92 ms
[2022-02-04 04:21:22 main:574] : INFO : Epoch 1608 | loss: 0.0311682 | val_loss: 0.0311687 | Time: 5198 ms
[2022-02-04 04:21:27 main:574] : INFO : Epoch 1609 | loss: 0.0311684 | val_loss: 0.0311684 | Time: 5184.91 ms
[2022-02-04 04:21:33 main:574] : INFO : Epoch 1610 | loss: 0.0311675 | val_loss: 0.0311709 | Time: 5242.53 ms
[2022-02-04 04:21:38 main:574] : INFO : Epoch 1611 | loss: 0.031167 | val_loss: 0.03117 | Time: 5251.18 ms
[2022-02-04 04:21:43 main:574] : INFO : Epoch 1612 | loss: 0.0311655 | val_loss: 0.0311683 | Time: 5212.65 ms
[2022-02-04 04:21:48 main:574] : INFO : Epoch 1613 | loss: 0.031165 | val_loss: 0.0311698 | Time: 5243.27 ms
[2022-02-04 04:21:54 main:574] : INFO : Epoch 1614 | loss: 0.0311666 | val_loss: 0.0311697 | Time: 5232.32 ms
[2022-02-04 04:21:59 main:574] : INFO : Epoch 1615 | loss: 0.0311668 | val_loss: 0.0311694 | Time: 5206.38 ms
[2022-02-04 04:22:04 main:574] : INFO : Epoch 1616 | loss: 0.0311658 | val_loss: 0.0311699 | Time: 5200.3 ms
[2022-02-04 04:22:09 main:574] : INFO : Epoch 1617 | loss: 0.0311655 | val_loss: 0.0311688 | Time: 5190 ms
[2022-02-04 04:22:15 main:574] : INFO : Epoch 1618 | loss: 0.0311659 | val_loss: 0.0311673 | Time: 5212.23 ms
[2022-02-04 04:22:20 main:574] : INFO : Epoch 1619 | loss: 0.0311657 | val_loss: 0.031171 | Time: 5256.26 ms
[2022-02-04 04:22:25 main:574] : INFO : Epoch 1620 | loss: 0.0311658 | val_loss: 0.0311695 | Time: 5214.04 ms
[2022-02-04 04:22:30 main:574] : INFO : Epoch 1621 | loss: 0.0311654 | val_loss: 0.0311698 | Time: 5192.52 ms
[2022-02-04 04:22:35 main:574] : INFO : Epoch 1622 | loss: 0.0311647 | val_loss: 0.03117 | Time: 5177.66 ms
[2022-02-04 04:22:41 main:574] : INFO : Epoch 1623 | loss: 0.0311638 | val_loss: 0.0311685 | Time: 5220.54 ms
[2022-02-04 04:22:46 main:574] : INFO : Epoch 1624 | loss: 0.0311644 | val_loss: 0.0311709 | Time: 5192.21 ms
[2022-02-04 04:22:51 main:574] : INFO : Epoch 1625 | loss: 0.0311642 | val_loss: 0.0311714 | Time: 5239.82 ms
[2022-02-04 04:22:56 main:574] : INFO : Epoch 1626 | loss: 0.0311622 | val_loss: 0.0311675 | Time: 5274.95 ms
[2022-02-04 04:23:02 main:574] : INFO : Epoch 1627 | loss: 0.0311634 | val_loss: 0.0311695 | Time: 5305.85 ms
[2022-02-04 04:23:07 main:574] : INFO : Epoch 1628 | loss: 0.0311618 | val_loss: 0.0311709 | Time: 5208.94 ms
[2022-02-04 04:23:12 main:574] : INFO : Epoch 1629 | loss: 0.0311615 | val_loss: 0.0311688 | Time: 5252.55 ms
[2022-02-04 04:23:17 main:574] : INFO : Epoch 1630 | loss: 0.0311626 | val_loss: 0.0311703 | Time: 5217.39 ms
[2022-02-04 04:23:23 main:574] : INFO : Epoch 1631 | loss: 0.0311607 | val_loss: 0.0311698 | Time: 5213.94 ms
[2022-02-04 04:23:28 main:574] : INFO : Epoch 1632 | loss: 0.0311606 | val_loss: 0.0311687 | Time: 5245.81 ms
[2022-02-04 04:23:33 main:574] : INFO : Epoch 1633 | loss: 0.0311616 | val_loss: 0.0311709 | Time: 5204.56 ms
[2022-02-04 04:23:38 main:574] : INFO : Epoch 1634 | loss: 0.0311601 | val_loss: 0.031169 | Time: 5186.99 ms
[2022-02-04 04:23:44 main:574] : INFO : Epoch 1635 | loss: 0.0311593 | val_loss: 0.0311702 | Time: 5237.22 ms
[2022-02-04 04:23:49 main:574] : INFO : Epoch 1636 | loss: 0.0311616 | val_loss: 0.0311733 | Time: 5198.98 ms
[2022-02-04 04:23:54 main:574] : INFO : Epoch 1637 | loss: 0.0311677 | val_loss: 0.0311738 | Time: 5198.31 ms
[2022-02-04 04:23:59 main:574] : INFO : Epoch 1638 | loss: 0.0311687 | val_loss: 0.0311711 | Time: 5186.27 ms
[2022-02-04 04:24:05 main:574] : INFO : Epoch 1639 | loss: 0.0311696 | val_loss: 0.0311732 | Time: 5243.18 ms
[2022-02-04 04:24:10 main:574] : INFO : Epoch 1640 | loss: 0.0311694 | val_loss: 0.0311725 | Time: 5125.17 ms
[2022-02-04 04:24:15 main:574] : INFO : Epoch 1641 | loss: 0.031171 | val_loss: 0.0311734 | Time: 5192.14 ms
[2022-02-04 04:24:20 main:574] : INFO : Epoch 1642 | loss: 0.0311692 | val_loss: 0.0311717 | Time: 5240.02 ms
[2022-02-04 04:24:25 main:574] : INFO : Epoch 1643 | loss: 0.0311685 | val_loss: 0.0311731 | Time: 5213.08 ms
[2022-02-04 04:24:31 main:574] : INFO : Epoch 1644 | loss: 0.0311683 | val_loss: 0.0311727 | Time: 5220.83 ms
[2022-02-04 04:24:36 main:574] : INFO : Epoch 1645 | loss: 0.0311672 | val_loss: 0.0311692 | Time: 5158.32 ms
[2022-02-04 04:24:41 main:574] : INFO : Epoch 1646 | loss: 0.0311678 | val_loss: 0.0311704 | Time: 5193.76 ms
[2022-02-04 04:24:46 main:574] : INFO : Epoch 1647 | loss: 0.0311666 | val_loss: 0.0311716 | Time: 5221.13 ms
[2022-02-04 04:24:51 main:574] : INFO : Epoch 1648 | loss: 0.0311675 | val_loss: 0.0311697 | Time: 5156 ms
[2022-02-04 04:24:57 main:574] : INFO : Epoch 1649 | loss: 0.0311649 | val_loss: 0.0311694 | Time: 5163.98 ms
[2022-02-04 04:25:02 main:574] : INFO : Epoch 1650 | loss: 0.0311649 | val_loss: 0.031176 | Time: 5242.27 ms
[2022-02-04 04:25:07 main:574] : INFO : Epoch 1651 | loss: 0.0311667 | val_loss: 0.0311685 | Time: 5172.61 ms
[2022-02-04 04:25:12 main:574] : INFO : Epoch 1652 | loss: 0.0311697 | val_loss: 0.0311693 | Time: 5193.4 ms
[2022-02-04 04:25:17 main:574] : INFO : Epoch 1653 | loss: 0.0311653 | val_loss: 0.0311698 | Time: 5260.22 ms
[2022-02-04 04:25:23 main:574] : INFO : Epoch 1654 | loss: 0.0311637 | val_loss: 0.0311659 | Time: 5184.48 ms
[2022-02-04 04:25:28 main:574] : INFO : Epoch 1655 | loss: 0.031164 | val_loss: 0.0311675 | Time: 5153.21 ms
[2022-02-04 04:25:33 main:574] : INFO : Epoch 1656 | loss: 0.0311654 | val_loss: 0.0311666 | Time: 5268.37 ms
[2022-02-04 04:25:38 main:574] : INFO : Epoch 1657 | loss: 0.031165 | val_loss: 0.0311655 | Time: 5187 ms
[2022-02-04 04:25:43 main:574] : INFO : Epoch 1658 | loss: 0.0311655 | val_loss: 0.0311682 | Time: 5148.6 ms
[2022-02-04 04:25:49 main:574] : INFO : Epoch 1659 | loss: 0.0311647 | val_loss: 0.0311668 | Time: 5201.72 ms
[2022-02-04 04:25:54 main:574] : INFO : Epoch 1660 | loss: 0.0311662 | val_loss: 0.031167 | Time: 5190.07 ms
[2022-02-04 04:25:59 main:574] : INFO : Epoch 1661 | loss: 0.0311654 | val_loss: 0.0311678 | Time: 5238.16 ms
[2022-02-04 04:26:04 main:574] : INFO : Epoch 1662 | loss: 0.0311626 | val_loss: 0.0311668 | Time: 5196.5 ms
[2022-02-04 04:26:10 main:574] : INFO : Epoch 1663 | loss: 0.0311637 | val_loss: 0.0311682 | Time: 5238.81 ms
[2022-02-04 04:26:15 main:574] : INFO : Epoch 1664 | loss: 0.0311621 | val_loss: 0.0311681 | Time: 5243.05 ms
[2022-02-04 04:26:20 main:574] : INFO : Epoch 1665 | loss: 0.031162 | val_loss: 0.0311669 | Time: 5241.46 ms
[2022-02-04 04:26:25 main:574] : INFO : Epoch 1666 | loss: 0.0311641 | val_loss: 0.0311688 | Time: 5217.47 ms
[2022-02-04 04:26:30 main:574] : INFO : Epoch 1667 | loss: 0.0311663 | val_loss: 0.0311661 | Time: 5154.68 ms
[2022-02-04 04:26:36 main:574] : INFO : Epoch 1668 | loss: 0.0311638 | val_loss: 0.0311677 | Time: 5207.42 ms
[2022-02-04 04:26:41 main:574] : INFO : Epoch 1669 | loss: 0.0311645 | val_loss: 0.0311664 | Time: 5159.47 ms
[2022-02-04 04:26:46 main:574] : INFO : Epoch 1670 | loss: 0.0311642 | val_loss: 0.0311662 | Time: 5213.32 ms
[2022-02-04 04:26:51 main:574] : INFO : Epoch 1671 | loss: 0.0311629 | val_loss: 0.0311682 | Time: 5220.7 ms
[2022-02-04 04:26:57 main:574] : INFO : Epoch 1672 | loss: 0.0311643 | val_loss: 0.0311675 | Time: 5236.27 ms
[2022-02-04 04:27:02 main:574] : INFO : Epoch 1673 | loss: 0.0311622 | val_loss: 0.0311696 | Time: 5167.53 ms
[2022-02-04 04:27:07 main:574] : INFO : Epoch 1674 | loss: 0.0311633 | val_loss: 0.0311751 | Time: 5165.34 ms
[2022-02-04 04:27:12 main:574] : INFO : Epoch 1675 | loss: 0.0311643 | val_loss: 0.0311688 | Time: 5221.85 ms
[2022-02-04 04:27:17 main:574] : INFO : Epoch 1676 | loss: 0.0311627 | val_loss: 0.0311695 | Time: 5224.51 ms
[2022-02-04 04:27:23 main:574] : INFO : Epoch 1677 | loss: 0.0311605 | val_loss: 0.0311667 | Time: 5192 ms
[2022-02-04 04:27:28 main:574] : INFO : Epoch 1678 | loss: 0.0311625 | val_loss: 0.0311693 | Time: 5231.13 ms
[2022-02-04 04:27:33 main:574] : INFO : Epoch 1679 | loss: 0.0311609 | val_loss: 0.0311699 | Time: 5215.17 ms
[2022-02-04 04:27:38 main:574] : INFO : Epoch 1680 | loss: 0.0311612 | val_loss: 0.0311679 | Time: 5177.41 ms
[2022-02-04 04:27:43 main:574] : INFO : Epoch 1681 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 5166.06 ms
[2022-02-04 04:27:49 main:574] : INFO : Epoch 1682 | loss: 0.0311616 | val_loss: 0.0311677 | Time: 5225.97 ms
[2022-02-04 04:27:54 main:574] : INFO : Epoch 1683 | loss: 0.0311615 | val_loss: 0.031167 | Time: 5230.23 ms
[2022-02-04 04:27:59 main:574] : INFO : Epoch 1684 | loss: 0.0311609 | val_loss: 0.0311689 | Time: 5207.37 ms
[2022-02-04 04:28:04 main:574] : INFO : Epoch 1685 | loss: 0.0311612 | val_loss: 0.0311693 | Time: 5228.86 ms
[2022-02-04 04:28:10 main:574] : INFO : Epoch 1686 | loss: 0.0311603 | val_loss: 0.0311687 | Time: 5200.45 ms
[2022-02-04 04:28:15 main:574] : INFO : Epoch 1687 | loss: 0.03116 | val_loss: 0.0311675 | Time: 5208.26 ms
[2022-02-04 04:28:20 main:574] : INFO : Epoch 1688 | loss: 0.031162 | val_loss: 0.0311694 | Time: 5219.07 ms
[2022-02-04 04:28:25 main:574] : INFO : Epoch 1689 | loss: 0.0311597 | val_loss: 0.0311696 | Time: 5219.5 ms
[2022-02-04 04:28:30 main:574] : INFO : Epoch 1690 | loss: 0.0311611 | val_loss: 0.0311701 | Time: 5134.97 ms
[2022-02-04 04:28:36 main:574] : INFO : Epoch 1691 | loss: 0.0311612 | val_loss: 0.0311687 | Time: 5135.35 ms
[2022-02-04 04:28:41 main:574] : INFO : Epoch 1692 | loss: 0.0311631 | val_loss: 0.0311712 | Time: 5168.24 ms
[2022-02-04 04:28:46 main:574] : INFO : Epoch 1693 | loss: 0.0311633 | val_loss: 0.0311703 | Time: 5225.53 ms
[2022-02-04 04:28:51 main:574] : INFO : Epoch 1694 | loss: 0.0311641 | val_loss: 0.0311708 | Time: 5187.12 ms
[2022-02-04 04:28:56 main:574] : INFO : Epoch 1695 | loss: 0.031162 | val_loss: 0.031168 | Time: 5137.68 ms
[2022-02-04 04:29:01 main:574] : INFO : Epoch 1696 | loss: 0.0311616 | val_loss: 0.0311668 | Time: 5123.86 ms
[2022-02-04 04:29:07 main:574] : INFO : Epoch 1697 | loss: 0.0311613 | val_loss: 0.0311684 | Time: 5202.63 ms
[2022-02-04 04:29:12 main:574] : INFO : Epoch 1698 | loss: 0.0311612 | val_loss: 0.0311742 | Time: 5199.37 ms
[2022-02-04 04:29:17 main:574] : INFO : Epoch 1699 | loss: 0.0311639 | val_loss: 0.0311702 | Time: 5170.93 ms
[2022-02-04 04:29:22 main:574] : INFO : Epoch 1700 | loss: 0.031175 | val_loss: 0.0311751 | Time: 5137.22 ms
[2022-02-04 04:29:27 main:574] : INFO : Epoch 1701 | loss: 0.0311705 | val_loss: 0.0311736 | Time: 5192.82 ms
[2022-02-04 04:29:33 main:574] : INFO : Epoch 1702 | loss: 0.0311654 | val_loss: 0.0311691 | Time: 5224.73 ms
[2022-02-04 04:29:38 main:574] : INFO : Epoch 1703 | loss: 0.0311662 | val_loss: 0.0311764 | Time: 5158.73 ms
[2022-02-04 04:29:43 main:574] : INFO : Epoch 1704 | loss: 0.0311634 | val_loss: 0.0311667 | Time: 5189.15 ms
[2022-02-04 04:29:48 main:574] : INFO : Epoch 1705 | loss: 0.0311639 | val_loss: 0.0311681 | Time: 5171.04 ms
[2022-02-04 04:29:53 main:574] : INFO : Epoch 1706 | loss: 0.0311642 | val_loss: 0.031169 | Time: 5166.76 ms
[2022-02-04 04:29:59 main:574] : INFO : Epoch 1707 | loss: 0.0311681 | val_loss: 0.0311659 | Time: 5186.17 ms
[2022-02-04 04:30:04 main:574] : INFO : Epoch 1708 | loss: 0.0311644 | val_loss: 0.031166 | Time: 5142.5 ms
[2022-02-04 04:30:09 main:574] : INFO : Epoch 1709 | loss: 0.0311627 | val_loss: 0.0311674 | Time: 5216.05 ms
[2022-02-04 04:30:14 main:574] : INFO : Epoch 1710 | loss: 0.0311631 | val_loss: 0.0311671 | Time: 5190.75 ms
[2022-02-04 04:30:19 main:574] : INFO : Epoch 1711 | loss: 0.0311623 | val_loss: 0.0311656 | Time: 5192.58 ms
[2022-02-04 04:30:25 main:574] : INFO : Epoch 1712 | loss: 0.0311617 | val_loss: 0.0311662 | Time: 5168.05 ms
[2022-02-04 04:30:30 main:574] : INFO : Epoch 1713 | loss: 0.0311616 | val_loss: 0.0311665 | Time: 5194.02 ms
[2022-02-04 04:30:35 main:574] : INFO : Epoch 1714 | loss: 0.0311608 | val_loss: 0.0311678 | Time: 5182.7 ms
[2022-02-04 04:30:40 main:574] : INFO : Epoch 1715 | loss: 0.0311623 | val_loss: 0.0311665 | Time: 5168.98 ms
[2022-02-04 04:30:45 main:574] : INFO : Epoch 1716 | loss: 0.0311605 | val_loss: 0.031166 | Time: 5171.71 ms
[2022-02-04 04:30:51 main:574] : INFO : Epoch 1717 | loss: 0.0311614 | val_loss: 0.0311649 | Time: 5207.46 ms
[2022-02-04 04:30:56 main:574] : INFO : Epoch 1718 | loss: 0.03116 | val_loss: 0.0311666 | Time: 5179.76 ms
[2022-02-04 04:31:01 main:574] : INFO : Epoch 1719 | loss: 0.0311612 | val_loss: 0.0311662 | Time: 5204.32 ms
[2022-02-04 04:31:06 main:574] : INFO : Epoch 1720 | loss: 0.031161 | val_loss: 0.0311668 | Time: 5181.29 ms
[2022-02-04 04:31:11 main:574] : INFO : Epoch 1721 | loss: 0.0311613 | val_loss: 0.0311664 | Time: 5232.53 ms
[2022-02-04 04:31:17 main:574] : INFO : Epoch 1722 | loss: 0.031161 | val_loss: 0.031168 | Time: 5229.21 ms
[2022-02-04 04:31:22 main:574] : INFO : Epoch 1723 | loss: 0.0311609 | val_loss: 0.0311655 | Time: 5228.03 ms
[2022-02-04 04:31:27 main:574] : INFO : Epoch 1724 | loss: 0.0311625 | val_loss: 0.0311657 | Time: 5248.57 ms
[2022-02-04 04:31:32 main:574] : INFO : Epoch 1725 | loss: 0.0311598 | val_loss: 0.031167 | Time: 5263.35 ms
[2022-02-04 04:31:38 main:574] : INFO : Epoch 1726 | loss: 0.031161 | val_loss: 0.0311641 | Time: 5217.37 ms
[2022-02-04 04:31:43 main:574] : INFO : Epoch 1727 | loss: 0.0311622 | val_loss: 0.0311661 | Time: 5162.81 ms
[2022-02-04 04:31:48 main:574] : INFO : Epoch 1728 | loss: 0.0311614 | val_loss: 0.0311667 | Time: 5208.89 ms
[2022-02-04 04:31:53 main:574] : INFO : Epoch 1729 | loss: 0.0311631 | val_loss: 0.0311677 | Time: 5149.26 ms
[2022-02-04 04:31:58 main:574] : INFO : Epoch 1730 | loss: 0.0311636 | val_loss: 0.031173 | Time: 5148.41 ms
[2022-02-04 04:32:04 main:574] : INFO : Epoch 1731 | loss: 0.0311625 | val_loss: 0.0311681 | Time: 5261.86 ms
[2022-02-04 04:32:09 main:574] : INFO : Epoch 1732 | loss: 0.0311612 | val_loss: 0.0311669 | Time: 5201.18 ms
[2022-02-04 04:32:14 main:574] : INFO : Epoch 1733 | loss: 0.0311604 | val_loss: 0.0311655 | Time: 5192.2 ms
[2022-02-04 04:32:19 main:574] : INFO : Epoch 1734 | loss: 0.0311614 | val_loss: 0.0311632 | Time: 5204.35 ms
[2022-02-04 04:32:24 main:574] : INFO : Epoch 1735 | loss: 0.031161 | val_loss: 0.0311664 | Time: 5185.73 ms
[2022-02-04 04:32:30 main:574] : INFO : Epoch 1736 | loss: 0.0311608 | val_loss: 0.0311666 | Time: 5231.7 ms
[2022-02-04 04:32:35 main:574] : INFO : Epoch 1737 | loss: 0.0311602 | val_loss: 0.0311648 | Time: 5222.73 ms
[2022-02-04 04:32:40 main:574] : INFO : Epoch 1738 | loss: 0.031159 | val_loss: 0.0311683 | Time: 5146.18 ms
[2022-02-04 04:32:45 main:574] : INFO : Epoch 1739 | loss: 0.0311599 | val_loss: 0.0311657 | Time: 5270.36 ms
[2022-02-04 04:32:51 main:574] : INFO : Epoch 1740 | loss: 0.0311588 | val_loss: 0.0311662 | Time: 5224.82 ms
[2022-02-04 04:32:56 main:574] : INFO : Epoch 1741 | loss: 0.0311611 | val_loss: 0.0311725 | Time: 5147.42 ms
[2022-02-04 04:33:01 main:574] : INFO : Epoch 1742 | loss: 0.0311612 | val_loss: 0.0311672 | Time: 5210.92 ms
[2022-02-04 04:33:06 main:574] : INFO : Epoch 1743 | loss: 0.0311596 | val_loss: 0.0311673 | Time: 5272.43 ms
[2022-02-04 04:33:12 main:574] : INFO : Epoch 1744 | loss: 0.0311604 | val_loss: 0.0311689 | Time: 5206.03 ms
[2022-02-04 04:33:17 main:574] : INFO : Epoch 1745 | loss: 0.0311593 | val_loss: 0.0311662 | Time: 5248.37 ms
[2022-02-04 04:33:22 main:574] : INFO : Epoch 1746 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 5226.42 ms
[2022-02-04 04:33:27 main:574] : INFO : Epoch 1747 | loss: 0.0311617 | val_loss: 0.0311645 | Time: 5243.41 ms
[2022-02-04 04:33:33 main:574] : INFO : Epoch 1748 | loss: 0.0311615 | val_loss: 0.0311662 | Time: 5203.24 ms
[2022-02-04 04:33:38 main:574] : INFO : Epoch 1749 | loss: 0.0311608 | val_loss: 0.0311648 | Time: 5237.96 ms
[2022-02-04 04:33:43 main:574] : INFO : Epoch 1750 | loss: 0.0311591 | val_loss: 0.0311667 | Time: 5267.1 ms
[2022-02-04 04:33:48 main:574] : INFO : Epoch 1751 | loss: 0.0311592 | val_loss: 0.0311684 | Time: 5161.4 ms
[2022-02-04 04:33:53 main:574] : INFO : Epoch 1752 | loss: 0.03116 | val_loss: 0.0311676 | Time: 5231.92 ms
[2022-02-04 04:33:59 main:574] : INFO : Epoch 1753 | loss: 0.0311621 | val_loss: 0.0311676 | Time: 5212.42 ms
[2022-02-04 04:34:04 main:574] : INFO : Epoch 1754 | loss: 0.0311669 | val_loss: 0.0311696 | Time: 5193.92 ms
[2022-02-04 04:34:09 main:574] : INFO : Epoch 1755 | loss: 0.0311643 | val_loss: 0.0311665 | Time: 5243.09 ms
[2022-02-04 04:34:14 main:574] : INFO : Epoch 1756 | loss: 0.0311614 | val_loss: 0.0311683 | Time: 5273.38 ms
[2022-02-04 04:34:20 main:574] : INFO : Epoch 1757 | loss: 0.0311608 | val_loss: 0.0311691 | Time: 5225.06 ms
[2022-02-04 04:34:25 main:574] : INFO : Epoch 1758 | loss: 0.031162 | val_loss: 0.0311683 | Time: 5245.68 ms
[2022-02-04 04:34:30 main:574] : INFO : Epoch 1759 | loss: 0.0311601 | val_loss: 0.0311658 | Time: 5226.9 ms
[2022-02-04 04:34:35 main:574] : INFO : Epoch 1760 | loss: 0.0311602 | val_loss: 0.031167 | Time: 5257.72 ms
[2022-02-04 04:34:41 main:574] : INFO : Epoch 1761 | loss: 0.0311606 | val_loss: 0.0311686 | Time: 5202.05 ms
[2022-02-04 04:34:46 main:574] : INFO : Epoch 1762 | loss: 0.0311597 | val_loss: 0.031167 | Time: 5208.62 ms
[2022-02-04 04:34:51 main:574] : INFO : Epoch 1763 | loss: 0.0311585 | val_loss: 0.0311664 | Time: 5228.92 ms
[2022-02-04 04:34:56 main:574] : INFO : Epoch 1764 | loss: 0.0311575 | val_loss: 0.0311672 | Time: 5174.45 ms
[2022-02-04 04:35:02 main:574] : INFO : Epoch 1765 | loss: 0.0311578 | val_loss: 0.0311657 | Time: 5186.74 ms
[2022-02-04 04:35:07 main:574] : INFO : Epoch 1766 | loss: 0.0311576 | val_loss: 0.0311675 | Time: 5172.11 ms
[2022-02-04 04:35:12 main:574] : INFO : Epoch 1767 | loss: 0.031162 | val_loss: 0.0311659 | Time: 5214.43 ms
[2022-02-04 04:35:17 main:574] : INFO : Epoch 1768 | loss: 0.0311646 | val_loss: 0.0311661 | Time: 5218.51 ms
[2022-02-04 04:35:22 main:574] : INFO : Epoch 1769 | loss: 0.0311607 | val_loss: 0.0311691 | Time: 5181.67 ms
[2022-02-04 04:35:28 main:574] : INFO : Epoch 1770 | loss: 0.0311607 | val_loss: 0.0311684 | Time: 5285.92 ms
[2022-02-04 04:35:33 main:574] : INFO : Epoch 1771 | loss: 0.0311627 | val_loss: 0.0311692 | Time: 5298.94 ms
[2022-02-04 04:35:38 main:574] : INFO : Epoch 1772 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 5235.69 ms
[2022-02-04 04:35:43 main:574] : INFO : Epoch 1773 | loss: 0.0311597 | val_loss: 0.0311713 | Time: 5266.72 ms
[2022-02-04 04:35:49 main:574] : INFO : Epoch 1774 | loss: 0.0311587 | val_loss: 0.0311665 | Time: 5174.9 ms
[2022-02-04 04:35:54 main:574] : INFO : Epoch 1775 | loss: 0.0311586 | val_loss: 0.0311692 | Time: 5252.43 ms
[2022-02-04 04:35:59 main:574] : INFO : Epoch 1776 | loss: 0.0311595 | val_loss: 0.0311669 | Time: 5187.44 ms
[2022-02-04 04:36:04 main:574] : INFO : Epoch 1777 | loss: 0.0311595 | val_loss: 0.0311703 | Time: 5168.67 ms
[2022-02-04 04:36:10 main:574] : INFO : Epoch 1778 | loss: 0.0311584 | val_loss: 0.0311668 | Time: 5224.58 ms
[2022-02-04 04:36:15 main:574] : INFO : Epoch 1779 | loss: 0.0311614 | val_loss: 0.0311684 | Time: 5221.26 ms
[2022-02-04 04:36:20 main:574] : INFO : Epoch 1780 | loss: 0.0311586 | val_loss: 0.031168 | Time: 5174.34 ms
[2022-02-04 04:36:25 main:574] : INFO : Epoch 1781 | loss: 0.0311595 | val_loss: 0.0311668 | Time: 5190.3 ms
[2022-02-04 04:36:30 main:574] : INFO : Epoch 1782 | loss: 0.0311601 | val_loss: 0.0311672 | Time: 5247.32 ms
[2022-02-04 04:36:36 main:574] : INFO : Epoch 1783 | loss: 0.0311588 | val_loss: 0.0311667 | Time: 5200.89 ms
[2022-02-04 04:36:41 main:574] : INFO : Epoch 1784 | loss: 0.0311568 | val_loss: 0.0311684 | Time: 5233.27 ms
[2022-02-04 04:36:46 main:574] : INFO : Epoch 1785 | loss: 0.0311599 | val_loss: 0.0311699 | Time: 5210.35 ms
[2022-02-04 04:36:51 main:574] : INFO : Epoch 1786 | loss: 0.0311605 | val_loss: 0.0311673 | Time: 5232.75 ms
[2022-02-04 04:36:57 main:574] : INFO : Epoch 1787 | loss: 0.0311587 | val_loss: 0.0311678 | Time: 5195.9 ms
[2022-02-04 04:37:02 main:574] : INFO : Epoch 1788 | loss: 0.0311589 | val_loss: 0.0311716 | Time: 5165.98 ms
[2022-02-04 04:37:07 main:574] : INFO : Epoch 1789 | loss: 0.0311595 | val_loss: 0.0311666 | Time: 5215.2 ms
[2022-02-04 04:37:12 main:574] : INFO : Epoch 1790 | loss: 0.0311588 | val_loss: 0.0311684 | Time: 5223.82 ms
[2022-02-04 04:37:17 main:574] : INFO : Epoch 1791 | loss: 0.0311575 | val_loss: 0.0311729 | Time: 5173.43 ms
[2022-02-04 04:37:23 main:574] : INFO : Epoch 1792 | loss: 0.0311612 | val_loss: 0.0311683 | Time: 5207.89 ms
[2022-02-04 04:37:28 main:574] : INFO : Epoch 1793 | loss: 0.0311619 | val_loss: 0.0311696 | Time: 5216.99 ms
[2022-02-04 04:37:33 main:574] : INFO : Epoch 1794 | loss: 0.0311628 | val_loss: 0.031172 | Time: 5171.03 ms
[2022-02-04 04:37:38 main:574] : INFO : Epoch 1795 | loss: 0.0311646 | val_loss: 0.0311699 | Time: 5227.36 ms
[2022-02-04 04:37:43 main:574] : INFO : Epoch 1796 | loss: 0.0311623 | val_loss: 0.0311713 | Time: 5213.52 ms
[2022-02-04 04:37:49 main:574] : INFO : Epoch 1797 | loss: 0.0311618 | val_loss: 0.0311728 | Time: 5189.28 ms
[2022-02-04 04:37:54 main:574] : INFO : Epoch 1798 | loss: 0.0311643 | val_loss: 0.0311722 | Time: 5219.81 ms
[2022-02-04 04:37:59 main:574] : INFO : Epoch 1799 | loss: 0.0311661 | val_loss: 0.0311723 | Time: 5269.21 ms
[2022-02-04 04:38:04 main:574] : INFO : Epoch 1800 | loss: 0.0311635 | val_loss: 0.0311684 | Time: 5223.77 ms
[2022-02-04 04:38:10 main:574] : INFO : Epoch 1801 | loss: 0.0311639 | val_loss: 0.0311756 | Time: 5181.72 ms
[2022-02-04 04:38:15 main:574] : INFO : Epoch 1802 | loss: 0.0311651 | val_loss: 0.0311684 | Time: 5214.55 ms
[2022-02-04 04:38:20 main:574] : INFO : Epoch 1803 | loss: 0.0311652 | val_loss: 0.0311707 | Time: 5248.43 ms
[2022-02-04 04:38:25 main:574] : INFO : Epoch 1804 | loss: 0.0311632 | val_loss: 0.031169 | Time: 5188.69 ms
[2022-02-04 04:38:30 main:574] : INFO : Epoch 1805 | loss: 0.0311618 | val_loss: 0.0311689 | Time: 5193.11 ms
[2022-02-04 04:38:36 main:574] : INFO : Epoch 1806 | loss: 0.0311622 | val_loss: 0.0311737 | Time: 5174.73 ms
[2022-02-04 04:38:41 main:574] : INFO : Epoch 1807 | loss: 0.0311638 | val_loss: 0.0311695 | Time: 5224.92 ms
[2022-02-04 04:38:46 main:574] : INFO : Epoch 1808 | loss: 0.0311615 | val_loss: 0.0311722 | Time: 5160.73 ms
[2022-02-04 04:38:51 main:574] : INFO : Epoch 1809 | loss: 0.0311608 | val_loss: 0.031171 | Time: 5276.76 ms
[2022-02-04 04:38:57 main:574] : INFO : Epoch 1810 | loss: 0.0311617 | val_loss: 0.0311722 | Time: 5251.86 ms
[2022-02-04 04:39:02 main:574] : INFO : Epoch 1811 | loss: 0.0311632 | val_loss: 0.0311712 | Time: 5190.5 ms
[2022-02-04 04:39:07 main:574] : INFO : Epoch 1812 | loss: 0.031162 | val_loss: 0.0311707 | Time: 5284.7 ms
[2022-02-04 04:39:12 main:574] : INFO : Epoch 1813 | loss: 0.031162 | val_loss: 0.0311724 | Time: 5257.38 ms
[2022-02-04 04:39:18 main:574] : INFO : Epoch 1814 | loss: 0.0311606 | val_loss: 0.031171 | Time: 5248.7 ms
[2022-02-04 04:39:23 main:574] : INFO : Epoch 1815 | loss: 0.0311613 | val_loss: 0.0311703 | Time: 5192.28 ms
[2022-02-04 04:39:28 main:574] : INFO : Epoch 1816 | loss: 0.0311592 | val_loss: 0.0311712 | Time: 5239.69 ms
[2022-02-04 04:39:33 main:574] : INFO : Epoch 1817 | loss: 0.0311583 | val_loss: 0.0311686 | Time: 5212.82 ms
[2022-02-04 04:39:38 main:574] : INFO : Epoch 1818 | loss: 0.0311585 | val_loss: 0.0311708 | Time: 5181.08 ms
[2022-02-04 04:39:44 main:574] : INFO : Epoch 1819 | loss: 0.0311581 | val_loss: 0.0311695 | Time: 5225.92 ms
[2022-02-04 04:39:49 main:574] : INFO : Epoch 1820 | loss: 0.0311583 | val_loss: 0.0311701 | Time: 5233.46 ms
[2022-02-04 04:39:54 main:574] : INFO : Epoch 1821 | loss: 0.0311586 | val_loss: 0.0311727 | Time: 5170.72 ms
[2022-02-04 04:39:59 main:574] : INFO : Epoch 1822 | loss: 0.0311607 | val_loss: 0.0311706 | Time: 5212.08 ms
[2022-02-04 04:40:05 main:574] : INFO : Epoch 1823 | loss: 0.0311587 | val_loss: 0.0311692 | Time: 5229.22 ms
[2022-02-04 04:40:10 main:574] : INFO : Epoch 1824 | loss: 0.0311599 | val_loss: 0.0311701 | Time: 5222.68 ms
[2022-02-04 04:40:15 main:574] : INFO : Epoch 1825 | loss: 0.0311636 | val_loss: 0.0311709 | Time: 5249.56 ms
[2022-02-04 04:40:20 main:574] : INFO : Epoch 1826 | loss: 0.0311662 | val_loss: 0.0311741 | Time: 5194.42 ms
[2022-02-04 04:40:26 main:574] : INFO : Epoch 1827 | loss: 0.0311645 | val_loss: 0.0311747 | Time: 5211.66 ms
[2022-02-04 04:40:31 main:574] : INFO : Epoch 1828 | loss: 0.0311641 | val_loss: 0.0311717 | Time: 5177.48 ms
[2022-02-04 04:40:36 main:574] : INFO : Epoch 1829 | loss: 0.0311633 | val_loss: 0.0311754 | Time: 5183.11 ms
[2022-02-04 04:40:41 main:574] : INFO : Epoch 1830 | loss: 0.0311629 | val_loss: 0.0311723 | Time: 5251.69 ms
[2022-02-04 04:40:46 main:574] : INFO : Epoch 1831 | loss: 0.0311635 | val_loss: 0.031169 | Time: 5172.47 ms
[2022-02-04 04:40:52 main:574] : INFO : Epoch 1832 | loss: 0.0311609 | val_loss: 0.0311695 | Time: 5288.44 ms
[2022-02-04 04:40:57 main:574] : INFO : Epoch 1833 | loss: 0.0311597 | val_loss: 0.0311726 | Time: 5192.1 ms
[2022-02-04 04:41:02 main:574] : INFO : Epoch 1834 | loss: 0.0311585 | val_loss: 0.0311716 | Time: 5263.31 ms
[2022-02-04 04:41:07 main:574] : INFO : Epoch 1835 | loss: 0.0311596 | val_loss: 0.0311676 | Time: 5184.28 ms
[2022-02-04 04:41:13 main:574] : INFO : Epoch 1836 | loss: 0.0311598 | val_loss: 0.0311703 | Time: 5255.06 ms
[2022-02-04 04:41:18 main:574] : INFO : Epoch 1837 | loss: 0.0311614 | val_loss: 0.0311727 | Time: 5164.59 ms
[2022-02-04 04:41:23 main:574] : INFO : Epoch 1838 | loss: 0.031164 | val_loss: 0.0311823 | Time: 5229.6 ms
[2022-02-04 04:41:28 main:574] : INFO : Epoch 1839 | loss: 0.0311623 | val_loss: 0.0311768 | Time: 5166.85 ms
[2022-02-04 04:41:33 main:574] : INFO : Epoch 1840 | loss: 0.0311594 | val_loss: 0.0311712 | Time: 5250.69 ms
[2022-02-04 04:41:39 main:574] : INFO : Epoch 1841 | loss: 0.0311587 | val_loss: 0.0311749 | Time: 5170.26 ms
[2022-02-04 04:41:44 main:574] : INFO : Epoch 1842 | loss: 0.0311635 | val_loss: 0.0311704 | Time: 5188.09 ms
[2022-02-04 04:41:49 main:574] : INFO : Epoch 1843 | loss: 0.0311658 | val_loss: 0.0311695 | Time: 5187.18 ms
[2022-02-04 04:41:54 main:574] : INFO : Epoch 1844 | loss: 0.0311627 | val_loss: 0.0311685 | Time: 5211.71 ms
[2022-02-04 04:41:59 main:574] : INFO : Epoch 1845 | loss: 0.0311612 | val_loss: 0.0311696 | Time: 5168.32 ms
[2022-02-04 04:42:05 main:574] : INFO : Epoch 1846 | loss: 0.0311598 | val_loss: 0.0311689 | Time: 5177.06 ms
[2022-02-04 04:42:10 main:574] : INFO : Epoch 1847 | loss: 0.0311592 | val_loss: 0.0311718 | Time: 5212.25 ms
[2022-02-04 04:42:15 main:574] : INFO : Epoch 1848 | loss: 0.0311611 | val_loss: 0.0311706 | Time: 5210.17 ms
[2022-02-04 04:42:20 main:574] : INFO : Epoch 1849 | loss: 0.0311611 | val_loss: 0.0311712 | Time: 5240.04 ms
[2022-02-04 04:42:26 main:574] : INFO : Epoch 1850 | loss: 0.0311607 | val_loss: 0.0311722 | Time: 5240.24 ms
[2022-02-04 04:42:31 main:574] : INFO : Epoch 1851 | loss: 0.0311628 | val_loss: 0.0311725 | Time: 5254.5 ms
[2022-02-04 04:42:36 main:574] : INFO : Epoch 1852 | loss: 0.0311635 | val_loss: 0.0311717 | Time: 5207.64 ms
[2022-02-04 04:42:41 main:574] : INFO : Epoch 1853 | loss: 0.0311631 | val_loss: 0.0311712 | Time: 5208.43 ms
[2022-02-04 04:42:46 main:574] : INFO : Epoch 1854 | loss: 0.0311625 | val_loss: 0.0311697 | Time: 5176.43 ms
[2022-02-04 04:42:52 main:574] : INFO : Epoch 1855 | loss: 0.0311613 | val_loss: 0.0311711 | Time: 5180.82 ms
[2022-02-04 04:42:57 main:574] : INFO : Epoch 1856 | loss: 0.0311606 | val_loss: 0.0311695 | Time: 5224.69 ms
[2022-02-04 04:43:02 main:574] : INFO : Epoch 1857 | loss: 0.0311592 | val_loss: 0.0311706 | Time: 5297.41 ms
[2022-02-04 04:43:07 main:574] : INFO : Epoch 1858 | loss: 0.0311656 | val_loss: 0.0311749 | Time: 5197.76 ms
[2022-02-04 04:43:13 main:574] : INFO : Epoch 1859 | loss: 0.0311667 | val_loss: 0.0311727 | Time: 5233.34 ms
[2022-02-04 04:43:18 main:574] : INFO : Epoch 1860 | loss: 0.0311654 | val_loss: 0.0311707 | Time: 5193.48 ms
[2022-02-04 04:43:23 main:574] : INFO : Epoch 1861 | loss: 0.0311631 | val_loss: 0.0311722 | Time: 5198.81 ms
[2022-02-04 04:43:28 main:574] : INFO : Epoch 1862 | loss: 0.0311628 | val_loss: 0.0311721 | Time: 5199.49 ms
[2022-02-04 04:43:33 main:574] : INFO : Epoch 1863 | loss: 0.0311624 | val_loss: 0.0311705 | Time: 5217.32 ms
[2022-02-04 04:43:39 main:574] : INFO : Epoch 1864 | loss: 0.0311618 | val_loss: 0.0311752 | Time: 5218.41 ms
[2022-02-04 04:43:44 main:574] : INFO : Epoch 1865 | loss: 0.031162 | val_loss: 0.0311723 | Time: 5276.23 ms
[2022-02-04 04:43:49 main:574] : INFO : Epoch 1866 | loss: 0.0311603 | val_loss: 0.0311714 | Time: 5241.43 ms
[2022-02-04 04:43:54 main:574] : INFO : Epoch 1867 | loss: 0.0311604 | val_loss: 0.0311709 | Time: 5192.09 ms
[2022-02-04 04:44:00 main:574] : INFO : Epoch 1868 | loss: 0.0311631 | val_loss: 0.0311737 | Time: 5188.5 ms
[2022-02-04 04:44:05 main:574] : INFO : Epoch 1869 | loss: 0.0311605 | val_loss: 0.0311687 | Time: 5256.11 ms
[2022-02-04 04:44:10 main:574] : INFO : Epoch 1870 | loss: 0.0311597 | val_loss: 0.0311681 | Time: 5238.49 ms
[2022-02-04 04:44:15 main:574] : INFO : Epoch 1871 | loss: 0.0311602 | val_loss: 0.0311707 | Time: 5199.31 ms
[2022-02-04 04:44:21 main:574] : INFO : Epoch 1872 | loss: 0.0311594 | val_loss: 0.0311712 | Time: 5225.64 ms
[2022-02-04 04:44:26 main:574] : INFO : Epoch 1873 | loss: 0.0311586 | val_loss: 0.031172 | Time: 5218.13 ms
[2022-02-04 04:44:31 main:574] : INFO : Epoch 1874 | loss: 0.0311581 | val_loss: 0.0311704 | Time: 5253.56 ms
[2022-02-04 04:44:36 main:574] : INFO : Epoch 1875 | loss: 0.0311581 | val_loss: 0.0311694 | Time: 5213.67 ms
[2022-02-04 04:44:42 main:574] : INFO : Epoch 1876 | loss: 0.0311598 | val_loss: 0.0311705 | Time: 5208.7 ms
[2022-02-04 04:44:47 main:574] : INFO : Epoch 1877 | loss: 0.0311579 | val_loss: 0.0311682 | Time: 5160.62 ms
[2022-02-04 04:44:52 main:574] : INFO : Epoch 1878 | loss: 0.0311582 | val_loss: 0.0311723 | Time: 5202.62 ms
[2022-02-04 04:44:57 main:574] : INFO : Epoch 1879 | loss: 0.0311576 | val_loss: 0.031168 | Time: 5187.79 ms
[2022-02-04 04:45:02 main:574] : INFO : Epoch 1880 | loss: 0.0311586 | val_loss: 0.0311695 | Time: 5196.05 ms
[2022-02-04 04:45:08 main:574] : INFO : Epoch 1881 | loss: 0.0311599 | val_loss: 0.03117 | Time: 5266.77 ms
[2022-02-04 04:45:13 main:574] : INFO : Epoch 1882 | loss: 0.0311587 | val_loss: 0.0311681 | Time: 5214.2 ms
[2022-02-04 04:45:18 main:574] : INFO : Epoch 1883 | loss: 0.0311588 | val_loss: 0.0311693 | Time: 5155.15 ms
[2022-02-04 04:45:23 main:574] : INFO : Epoch 1884 | loss: 0.0311595 | val_loss: 0.0311692 | Time: 5217.42 ms
[2022-02-04 04:45:28 main:574] : INFO : Epoch 1885 | loss: 0.03116 | val_loss: 0.0311693 | Time: 5180.78 ms
[2022-02-04 04:45:34 main:574] : INFO : Epoch 1886 | loss: 0.0311586 | val_loss: 0.0311675 | Time: 5194.81 ms
[2022-02-04 04:45:39 main:574] : INFO : Epoch 1887 | loss: 0.0311573 | val_loss: 0.0311688 | Time: 5270.75 ms
[2022-02-04 04:45:44 main:574] : INFO : Epoch 1888 | loss: 0.0311566 | val_loss: 0.0311673 | Time: 5239.34 ms
[2022-02-04 04:45:49 main:574] : INFO : Epoch 1889 | loss: 0.0311584 | val_loss: 0.0311739 | Time: 5231.96 ms
[2022-02-04 04:45:55 main:574] : INFO : Epoch 1890 | loss: 0.0311587 | val_loss: 0.0311683 | Time: 5217.84 ms
[2022-02-04 04:46:00 main:574] : INFO : Epoch 1891 | loss: 0.0311564 | val_loss: 0.0311657 | Time: 5198.38 ms
[2022-02-04 04:46:05 main:574] : INFO : Epoch 1892 | loss: 0.0311574 | val_loss: 0.0311716 | Time: 5211.62 ms
[2022-02-04 04:46:10 main:574] : INFO : Epoch 1893 | loss: 0.0311596 | val_loss: 0.0311765 | Time: 5232.19 ms
[2022-02-04 04:46:15 main:574] : INFO : Epoch 1894 | loss: 0.0311636 | val_loss: 0.03119 | Time: 5187.64 ms
[2022-02-04 04:46:21 main:574] : INFO : Epoch 1895 | loss: 0.0312077 | val_loss: 0.0314204 | Time: 5203.92 ms
[2022-02-04 04:46:26 main:574] : INFO : Epoch 1896 | loss: 0.0343819 | val_loss: 0.0344446 | Time: 5236.85 ms
[2022-02-04 04:46:31 main:574] : INFO : Epoch 1897 | loss: 0.0327293 | val_loss: 0.0313488 | Time: 5220.46 ms
[2022-02-04 04:46:36 main:574] : INFO : Epoch 1898 | loss: 0.0313193 | val_loss: 0.0312528 | Time: 5219.32 ms
[2022-02-04 04:46:42 main:574] : INFO : Epoch 1899 | loss: 0.0312016 | val_loss: 0.0311883 | Time: 5209.25 ms
[2022-02-04 04:46:47 main:574] : INFO : Epoch 1900 | loss: 0.0311798 | val_loss: 0.0311755 | Time: 5185.97 ms
[2022-02-04 04:46:52 main:574] : INFO : Epoch 1901 | loss: 0.0311753 | val_loss: 0.0311737 | Time: 5185.68 ms
[2022-02-04 04:46:57 main:574] : INFO : Epoch 1902 | loss: 0.031172 | val_loss: 0.0311729 | Time: 5228.59 ms
[2022-02-04 04:47:02 main:574] : INFO : Epoch 1903 | loss: 0.0311709 | val_loss: 0.0311728 | Time: 5239.93 ms
[2022-02-04 04:47:08 main:574] : INFO : Epoch 1904 | loss: 0.0311718 | val_loss: 0.0311718 | Time: 5220.38 ms
[2022-02-04 04:47:13 main:574] : INFO : Epoch 1905 | loss: 0.03117 | val_loss: 0.0311715 | Time: 5222.04 ms
[2022-02-04 04:47:18 main:574] : INFO : Epoch 1906 | loss: 0.0311691 | val_loss: 0.0311715 | Time: 5191.54 ms
[2022-02-04 04:47:23 main:574] : INFO : Epoch 1907 | loss: 0.0311698 | val_loss: 0.0311708 | Time: 5114.69 ms
[2022-02-04 04:47:28 main:574] : INFO : Epoch 1908 | loss: 0.0311692 | val_loss: 0.0311722 | Time: 5169.07 ms
[2022-02-04 04:47:34 main:574] : INFO : Epoch 1909 | loss: 0.0311686 | val_loss: 0.0311726 | Time: 5166.44 ms
[2022-02-04 04:47:39 main:574] : INFO : Epoch 1910 | loss: 0.0311681 | val_loss: 0.0311695 | Time: 5173.07 ms
[2022-02-04 04:47:44 main:574] : INFO : Epoch 1911 | loss: 0.0311673 | val_loss: 0.0311725 | Time: 5215.29 ms
[2022-02-04 04:47:49 main:574] : INFO : Epoch 1912 | loss: 0.0311679 | val_loss: 0.0311714 | Time: 5213.17 ms
[2022-02-04 04:47:54 main:574] : INFO : Epoch 1913 | loss: 0.0311678 | val_loss: 0.0311723 | Time: 5193.55 ms
[2022-02-04 04:48:00 main:574] : INFO : Epoch 1914 | loss: 0.0311704 | val_loss: 0.0311727 | Time: 5222.2 ms
[2022-02-04 04:48:05 main:574] : INFO : Epoch 1915 | loss: 0.0311702 | val_loss: 0.0311726 | Time: 5235.19 ms
[2022-02-04 04:48:10 main:574] : INFO : Epoch 1916 | loss: 0.0311692 | val_loss: 0.031172 | Time: 5197.2 ms
[2022-02-04 04:48:15 main:574] : INFO : Epoch 1917 | loss: 0.0311694 | val_loss: 0.0311724 | Time: 5167.87 ms
[2022-02-04 04:48:21 main:574] : INFO : Epoch 1918 | loss: 0.0311676 | val_loss: 0.031173 | Time: 5251.01 ms
[2022-02-04 04:48:26 main:574] : INFO : Epoch 1919 | loss: 0.0311666 | val_loss: 0.0311703 | Time: 5211.33 ms
[2022-02-04 04:48:31 main:574] : INFO : Epoch 1920 | loss: 0.0311663 | val_loss: 0.0311709 | Time: 5170.16 ms
[2022-02-04 04:48:36 main:574] : INFO : Epoch 1921 | loss: 0.0311668 | val_loss: 0.0311737 | Time: 5205.83 ms
[2022-02-04 04:48:41 main:574] : INFO : Epoch 1922 | loss: 0.0311662 | val_loss: 0.0311743 | Time: 5174.94 ms
[2022-02-04 04:48:47 main:574] : INFO : Epoch 1923 | loss: 0.0311673 | val_loss: 0.0311778 | Time: 5203.68 ms
[2022-02-04 04:48:52 main:574] : INFO : Epoch 1924 | loss: 0.0311685 | val_loss: 0.0311758 | Time: 5197.92 ms
[2022-02-04 04:48:57 main:574] : INFO : Epoch 1925 | loss: 0.0311692 | val_loss: 0.0311778 | Time: 5239.44 ms
[2022-02-04 04:49:02 main:574] : INFO : Epoch 1926 | loss: 0.0311707 | val_loss: 0.0311774 | Time: 5276.13 ms
[2022-02-04 04:49:07 main:574] : INFO : Epoch 1927 | loss: 0.0311701 | val_loss: 0.031174 | Time: 5135.94 ms
[2022-02-04 04:49:13 main:574] : INFO : Epoch 1928 | loss: 0.0311683 | val_loss: 0.0311726 | Time: 5172.13 ms
[2022-02-04 04:49:18 main:574] : INFO : Epoch 1929 | loss: 0.0311692 | val_loss: 0.0311728 | Time: 5142.51 ms
[2022-02-04 04:49:23 main:574] : INFO : Epoch 1930 | loss: 0.0311706 | val_loss: 0.0311712 | Time: 5159.4 ms
[2022-02-04 04:49:28 main:574] : INFO : Epoch 1931 | loss: 0.0311687 | val_loss: 0.0311688 | Time: 5169.2 ms
[2022-02-04 04:49:33 main:574] : INFO : Epoch 1932 | loss: 0.0311688 | val_loss: 0.0311734 | Time: 5184.67 ms
[2022-02-04 04:49:39 main:574] : INFO : Epoch 1933 | loss: 0.0311706 | val_loss: 0.0311714 | Time: 5165.55 ms
[2022-02-04 04:49:44 main:574] : INFO : Epoch 1934 | loss: 0.0311672 | val_loss: 0.0311716 | Time: 5209.59 ms
[2022-02-04 04:49:49 main:574] : INFO : Epoch 1935 | loss: 0.0311665 | val_loss: 0.0311688 | Time: 5168.55 ms
[2022-02-04 04:49:54 main:574] : INFO : Epoch 1936 | loss: 0.0311656 | val_loss: 0.0311686 | Time: 5158.16 ms
[2022-02-04 04:49:59 main:574] : INFO : Epoch 1937 | loss: 0.0311644 | val_loss: 0.0311691 | Time: 5246.01 ms
[2022-02-04 04:50:05 main:574] : INFO : Epoch 1938 | loss: 0.0311682 | val_loss: 0.0311741 | Time: 5203.62 ms
[2022-02-04 04:50:10 main:574] : INFO : Epoch 1939 | loss: 0.0311687 | val_loss: 0.03117 | Time: 5174.7 ms
[2022-02-04 04:50:15 main:574] : INFO : Epoch 1940 | loss: 0.0311668 | val_loss: 0.0311683 | Time: 5210.6 ms
[2022-02-04 04:50:20 main:574] : INFO : Epoch 1941 | loss: 0.0311664 | val_loss: 0.0311717 | Time: 5206.56 ms
[2022-02-04 04:50:25 main:574] : INFO : Epoch 1942 | loss: 0.0311679 | val_loss: 0.0311726 | Time: 5225.1 ms
[2022-02-04 04:50:31 main:574] : INFO : Epoch 1943 | loss: 0.0311677 | val_loss: 0.0311718 | Time: 5186.52 ms
[2022-02-04 04:50:36 main:574] : INFO : Epoch 1944 | loss: 0.0311663 | val_loss: 0.0311707 | Time: 5228.46 ms
[2022-02-04 04:50:41 main:574] : INFO : Epoch 1945 | loss: 0.0311669 | val_loss: 0.0311697 | Time: 5203.56 ms
[2022-02-04 04:50:46 main:574] : INFO : Epoch 1946 | loss: 0.0311659 | val_loss: 0.0311684 | Time: 5152.06 ms
[2022-02-04 04:50:51 main:574] : INFO : Epoch 1947 | loss: 0.0311651 | val_loss: 0.0311713 | Time: 5181.53 ms
[2022-02-04 04:50:57 main:574] : INFO : Epoch 1948 | loss: 0.0311658 | val_loss: 0.0311716 | Time: 5207.74 ms
[2022-02-04 04:51:02 main:574] : INFO : Epoch 1949 | loss: 0.0311663 | val_loss: 0.0311746 | Time: 5227.09 ms
[2022-02-04 04:51:07 main:574] : INFO : Epoch 1950 | loss: 0.0311666 | val_loss: 0.0311691 | Time: 5192.22 ms
[2022-02-04 04:51:12 main:574] : INFO : Epoch 1951 | loss: 0.0311652 | val_loss: 0.0311682 | Time: 5159.4 ms
[2022-02-04 04:51:18 main:574] : INFO : Epoch 1952 | loss: 0.0311657 | val_loss: 0.0311704 | Time: 5203.25 ms
[2022-02-04 04:51:23 main:574] : INFO : Epoch 1953 | loss: 0.0311686 | val_loss: 0.0311699 | Time: 5271.14 ms
[2022-02-04 04:51:28 main:574] : INFO : Epoch 1954 | loss: 0.0311704 | val_loss: 0.0311697 | Time: 5285.47 ms
[2022-02-04 04:51:33 main:574] : INFO : Epoch 1955 | loss: 0.031172 | val_loss: 0.0311721 | Time: 5253.83 ms
[2022-02-04 04:51:39 main:574] : INFO : Epoch 1956 | loss: 0.031172 | val_loss: 0.0311734 | Time: 5211.15 ms
[2022-02-04 04:51:44 main:574] : INFO : Epoch 1957 | loss: 0.0311718 | val_loss: 0.0311706 | Time: 5222.5 ms
[2022-02-04 04:51:49 main:574] : INFO : Epoch 1958 | loss: 0.0311689 | val_loss: 0.0311689 | Time: 5184.62 ms
[2022-02-04 04:51:54 main:574] : INFO : Epoch 1959 | loss: 0.0311703 | val_loss: 0.0311763 | Time: 5164.96 ms
[2022-02-04 04:51:59 main:574] : INFO : Epoch 1960 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 5240.78 ms
[2022-02-04 04:52:05 main:574] : INFO : Epoch 1961 | loss: 0.0311692 | val_loss: 0.0311717 | Time: 5210.46 ms
[2022-02-04 04:52:10 main:574] : INFO : Epoch 1962 | loss: 0.0311678 | val_loss: 0.0311698 | Time: 5178.71 ms
[2022-02-04 04:52:15 main:574] : INFO : Epoch 1963 | loss: 0.0311665 | val_loss: 0.031169 | Time: 5160.27 ms
[2022-02-04 04:52:20 main:574] : INFO : Epoch 1964 | loss: 0.031165 | val_loss: 0.031169 | Time: 5202.9 ms
[2022-02-04 04:52:25 main:574] : INFO : Epoch 1965 | loss: 0.031165 | val_loss: 0.0311675 | Time: 5271.76 ms
[2022-02-04 04:52:31 main:574] : INFO : Epoch 1966 | loss: 0.0311642 | val_loss: 0.031168 | Time: 5240.96 ms
[2022-02-04 04:52:36 main:574] : INFO : Epoch 1967 | loss: 0.0311651 | val_loss: 0.0311687 | Time: 5186.02 ms
[2022-02-04 04:52:41 main:574] : INFO : Epoch 1968 | loss: 0.0311647 | val_loss: 0.0311701 | Time: 5142.42 ms
[2022-02-04 04:52:46 main:574] : INFO : Epoch 1969 | loss: 0.0311644 | val_loss: 0.0311682 | Time: 5185.17 ms
[2022-02-04 04:52:51 main:574] : INFO : Epoch 1970 | loss: 0.0311643 | val_loss: 0.0311687 | Time: 5191.55 ms
[2022-02-04 04:52:57 main:574] : INFO : Epoch 1971 | loss: 0.0311639 | val_loss: 0.0311687 | Time: 5220.86 ms
[2022-02-04 04:53:02 main:574] : INFO : Epoch 1972 | loss: 0.0311649 | val_loss: 0.0311692 | Time: 5134.92 ms
[2022-02-04 04:53:07 main:574] : INFO : Epoch 1973 | loss: 0.0311645 | val_loss: 0.0311665 | Time: 5217.81 ms
[2022-02-04 04:53:12 main:574] : INFO : Epoch 1974 | loss: 0.0311628 | val_loss: 0.0311673 | Time: 5205.71 ms
[2022-02-04 04:53:18 main:574] : INFO : Epoch 1975 | loss: 0.0311636 | val_loss: 0.0311682 | Time: 5465.37 ms
[2022-02-04 04:53:23 main:574] : INFO : Epoch 1976 | loss: 0.0311643 | val_loss: 0.0311662 | Time: 5526.42 ms
[2022-02-04 04:53:30 main:574] : INFO : Epoch 1977 | loss: 0.0311648 | val_loss: 0.0311669 | Time: 6613.92 ms
[2022-02-04 04:53:36 main:574] : INFO : Epoch 1978 | loss: 0.0311643 | val_loss: 0.0311662 | Time: 5713.42 ms
[2022-02-04 04:53:41 main:574] : INFO : Epoch 1979 | loss: 0.0311632 | val_loss: 0.0311636 | Time: 5204.7 ms
[2022-02-04 04:53:46 main:574] : INFO : Epoch 1980 | loss: 0.0311636 | val_loss: 0.0311659 | Time: 5163.75 ms
[2022-02-04 04:53:51 main:574] : INFO : Epoch 1981 | loss: 0.0311626 | val_loss: 0.0311663 | Time: 5108.68 ms
[2022-02-04 04:53:56 main:574] : INFO : Epoch 1982 | loss: 0.0311624 | val_loss: 0.0311665 | Time: 5152.58 ms
[2022-02-04 04:54:02 main:574] : INFO : Epoch 1983 | loss: 0.0311632 | val_loss: 0.0311655 | Time: 5218.65 ms
[2022-02-04 04:54:07 main:574] : INFO : Epoch 1984 | loss: 0.0311627 | val_loss: 0.0311672 | Time: 5160.32 ms
[2022-02-04 04:54:12 main:574] : INFO : Epoch 1985 | loss: 0.0311621 | val_loss: 0.0311666 | Time: 5218.97 ms
[2022-02-04 04:54:17 main:574] : INFO : Epoch 1986 | loss: 0.0311619 | val_loss: 0.0311676 | Time: 5188.1 ms
[2022-02-04 04:54:22 main:574] : INFO : Epoch 1987 | loss: 0.0311627 | val_loss: 0.0311669 | Time: 5222.38 ms
[2022-02-04 04:54:28 main:574] : INFO : Epoch 1988 | loss: 0.0311639 | val_loss: 0.0311691 | Time: 5166.95 ms
[2022-02-04 04:54:33 main:574] : INFO : Epoch 1989 | loss: 0.0311637 | val_loss: 0.0311657 | Time: 5211.24 ms
[2022-02-04 04:54:38 main:574] : INFO : Epoch 1990 | loss: 0.031163 | val_loss: 0.031165 | Time: 5192.85 ms
[2022-02-04 04:54:43 main:574] : INFO : Epoch 1991 | loss: 0.0311623 | val_loss: 0.0311651 | Time: 5202.99 ms
[2022-02-04 04:54:48 main:574] : INFO : Epoch 1992 | loss: 0.0311618 | val_loss: 0.0311657 | Time: 5212.39 ms
[2022-02-04 04:54:54 main:574] : INFO : Epoch 1993 | loss: 0.0311628 | val_loss: 0.0311662 | Time: 5158.63 ms
[2022-02-04 04:54:59 main:574] : INFO : Epoch 1994 | loss: 0.0311626 | val_loss: 0.0311696 | Time: 5191.12 ms
[2022-02-04 04:55:04 main:574] : INFO : Epoch 1995 | loss: 0.0311659 | val_loss: 0.0311691 | Time: 5139.07 ms
[2022-02-04 04:55:09 main:574] : INFO : Epoch 1996 | loss: 0.0311673 | val_loss: 0.0311695 | Time: 5155.02 ms
[2022-02-04 04:55:14 main:574] : INFO : Epoch 1997 | loss: 0.031167 | val_loss: 0.0311679 | Time: 5168.69 ms
[2022-02-04 04:55:19 main:574] : INFO : Epoch 1998 | loss: 0.031167 | val_loss: 0.0311687 | Time: 5155.13 ms
[2022-02-04 04:55:25 main:574] : INFO : Epoch 1999 | loss: 0.0311684 | val_loss: 0.031167 | Time: 5163.17 ms
[2022-02-04 04:55:30 main:574] : INFO : Epoch 2000 | loss: 0.0311681 | val_loss: 0.0311663 | Time: 5149.25 ms
[2022-02-04 04:55:35 main:574] : INFO : Epoch 2001 | loss: 0.031167 | val_loss: 0.0311669 | Time: 5152.7 ms
[2022-02-04 04:55:40 main:574] : INFO : Epoch 2002 | loss: 0.0311664 | val_loss: 0.0311658 | Time: 5183.66 ms
[2022-02-04 04:55:45 main:574] : INFO : Epoch 2003 | loss: 0.0311645 | val_loss: 0.0311685 | Time: 5220.96 ms
[2022-02-04 04:55:51 main:574] : INFO : Epoch 2004 | loss: 0.0311656 | val_loss: 0.0311662 | Time: 5197.47 ms
[2022-02-04 04:55:56 main:574] : INFO : Epoch 2005 | loss: 0.0311667 | val_loss: 0.0311682 | Time: 5153.31 ms
[2022-02-04 04:56:01 main:574] : INFO : Epoch 2006 | loss: 0.0311647 | val_loss: 0.0311642 | Time: 5150.73 ms
[2022-02-04 04:56:06 main:574] : INFO : Epoch 2007 | loss: 0.0311639 | val_loss: 0.0311659 | Time: 5193.07 ms
[2022-02-04 04:56:11 main:574] : INFO : Epoch 2008 | loss: 0.0311632 | val_loss: 0.0311658 | Time: 5174.65 ms
[2022-02-04 04:56:16 main:574] : INFO : Epoch 2009 | loss: 0.0311632 | val_loss: 0.0311681 | Time: 5148.84 ms
[2022-02-04 04:56:22 main:574] : INFO : Epoch 2010 | loss: 0.0311628 | val_loss: 0.0311671 | Time: 5231.97 ms
[2022-02-04 04:56:27 main:574] : INFO : Epoch 2011 | loss: 0.0311629 | val_loss: 0.0311662 | Time: 5200.74 ms
[2022-02-04 04:56:32 main:574] : INFO : Epoch 2012 | loss: 0.0311632 | val_loss: 0.0311673 | Time: 5153.87 ms
[2022-02-04 04:56:37 main:574] : INFO : Epoch 2013 | loss: 0.0311631 | val_loss: 0.0311669 | Time: 5164.22 ms
[2022-02-04 04:56:42 main:574] : INFO : Epoch 2014 | loss: 0.0311632 | val_loss: 0.0311673 | Time: 5252.05 ms
[2022-02-04 04:56:48 main:574] : INFO : Epoch 2015 | loss: 0.0311648 | val_loss: 0.0311662 | Time: 5270.96 ms
[2022-02-04 04:56:53 main:574] : INFO : Epoch 2016 | loss: 0.031168 | val_loss: 0.0311786 | Time: 5166.87 ms
[2022-02-04 04:56:58 main:574] : INFO : Epoch 2017 | loss: 0.0311706 | val_loss: 0.0311761 | Time: 5161.41 ms
[2022-02-04 04:57:03 main:574] : INFO : Epoch 2018 | loss: 0.0311679 | val_loss: 0.0311698 | Time: 5134.06 ms
[2022-02-04 04:57:08 main:574] : INFO : Epoch 2019 | loss: 0.0311666 | val_loss: 0.0311703 | Time: 5128.21 ms
[2022-02-04 04:57:14 main:574] : INFO : Epoch 2020 | loss: 0.0311653 | val_loss: 0.0311701 | Time: 5141.46 ms
[2022-02-04 04:57:19 main:574] : INFO : Epoch 2021 | loss: 0.0311671 | val_loss: 0.0311696 | Time: 5169.45 ms
[2022-02-04 04:57:24 main:574] : INFO : Epoch 2022 | loss: 0.0311657 | val_loss: 0.0311665 | Time: 5169.97 ms
[2022-02-04 04:57:29 main:574] : INFO : Epoch 2023 | loss: 0.031165 | val_loss: 0.0311663 | Time: 5193.91 ms
[2022-02-04 04:57:34 main:574] : INFO : Epoch 2024 | loss: 0.0311633 | val_loss: 0.0311681 | Time: 5182 ms
[2022-02-04 04:57:39 main:574] : INFO : Epoch 2025 | loss: 0.0311649 | val_loss: 0.0311668 | Time: 5148.2 ms
[2022-02-04 04:57:45 main:574] : INFO : Epoch 2026 | loss: 0.0311637 | val_loss: 0.0311658 | Time: 5167.84 ms
[2022-02-04 04:57:50 main:574] : INFO : Epoch 2027 | loss: 0.0311629 | val_loss: 0.0311659 | Time: 5161.73 ms
[2022-02-04 04:57:55 main:574] : INFO : Epoch 2028 | loss: 0.0311633 | val_loss: 0.031165 | Time: 5190.66 ms
[2022-02-04 04:58:00 main:574] : INFO : Epoch 2029 | loss: 0.0311646 | val_loss: 0.0311686 | Time: 5104.66 ms
[2022-02-04 04:58:05 main:574] : INFO : Epoch 2030 | loss: 0.0311651 | val_loss: 0.0311668 | Time: 5217.81 ms
[2022-02-04 04:58:10 main:574] : INFO : Epoch 2031 | loss: 0.031164 | val_loss: 0.0311669 | Time: 5134.2 ms
[2022-02-04 04:58:16 main:574] : INFO : Epoch 2032 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 5199.59 ms
[2022-02-04 04:58:21 main:574] : INFO : Epoch 2033 | loss: 0.0311642 | val_loss: 0.0311667 | Time: 5158.09 ms
[2022-02-04 04:58:26 main:574] : INFO : Epoch 2034 | loss: 0.031164 | val_loss: 0.0311688 | Time: 5069.85 ms
[2022-02-04 04:58:31 main:574] : INFO : Epoch 2035 | loss: 0.0311634 | val_loss: 0.0311682 | Time: 5187.88 ms
[2022-02-04 04:58:36 main:574] : INFO : Epoch 2036 | loss: 0.0311624 | val_loss: 0.0311669 | Time: 5189.75 ms
[2022-02-04 04:58:41 main:574] : INFO : Epoch 2037 | loss: 0.0311624 | val_loss: 0.031167 | Time: 5198.67 ms
[2022-02-04 04:58:47 main:574] : INFO : Epoch 2038 | loss: 0.0311622 | val_loss: 0.0311673 | Time: 5126.14 ms
[2022-02-04 04:58:52 main:574] : INFO : Epoch 2039 | loss: 0.0311628 | val_loss: 0.0311717 | Time: 5103.59 ms
[2022-02-04 04:58:57 main:574] : INFO : Epoch 2040 | loss: 0.0311639 | val_loss: 0.0311684 | Time: 5048.17 ms
[2022-02-04 04:59:02 main:574] : INFO : Epoch 2041 | loss: 0.0311627 | val_loss: 0.03117 | Time: 5154.04 ms
[2022-02-04 04:59:07 main:574] : INFO : Epoch 2042 | loss: 0.031162 | val_loss: 0.0311683 | Time: 5098.77 ms
[2022-02-04 04:59:12 main:574] : INFO : Epoch 2043 | loss: 0.0311615 | val_loss: 0.0311686 | Time: 5131.8 ms
[2022-02-04 04:59:17 main:574] : INFO : Epoch 2044 | loss: 0.0311622 | val_loss: 0.0311692 | Time: 5188.71 ms
[2022-02-04 04:59:23 main:574] : INFO : Epoch 2045 | loss: 0.0311595 | val_loss: 0.0311683 | Time: 5186.03 ms
[2022-02-04 04:59:28 main:574] : INFO : Epoch 2046 | loss: 0.0311604 | val_loss: 0.0311744 | Time: 5157.47 ms
[2022-02-04 04:59:33 main:574] : INFO : Epoch 2047 | loss: 0.0311639 | val_loss: 0.0311711 | Time: 5183.73 ms
[2022-02-04 04:59:38 main:574] : INFO : Epoch 2048 | loss: 0.0311619 | val_loss: 0.0311711 | Time: 5191.44 ms
[2022-02-04 04:59:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311711
[2022-02-04 04:59:38 main:603] : INFO : Saving end state to config to file
[2022-02-04 04:59:38 main:608] : INFO : Success, exiting..
04:59:38 (23120): 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)