Task 7478966
| Name | ParityModified-1631728852-27935-1_0 |
| Workunit | 5145209 |
| Created | 20 Sep 2021, 15:03:02 UTC |
| Sent | 30 Sep 2021, 0:23:35 UTC |
| Report deadline | 7 Oct 2021, 0:23:35 UTC |
| Received | 30 Sep 2021, 7:26:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15382 |
| Run time | 2 hours 41 min 25 sec |
| CPU time | 2 hours 31 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,904.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 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: 0.0311664 | val_loss: 0.0311739 | Time: 4884.28 ms
[2021-09-30 08:45:36 main:574] : INFO : Epoch 1543 | loss: 0.0311656 | val_loss: 0.0311731 | Time: 4449.92 ms
[2021-09-30 08:45:41 main:574] : INFO : Epoch 1544 | loss: 0.0311666 | val_loss: 0.0311808 | Time: 4778.33 ms
[2021-09-30 08:45:46 main:574] : INFO : Epoch 1545 | loss: 0.0311713 | val_loss: 0.0311827 | Time: 5010.89 ms
[2021-09-30 08:45:50 main:574] : INFO : Epoch 1546 | loss: 0.0311708 | val_loss: 0.0311748 | Time: 4496.01 ms
[2021-09-30 08:45:55 main:574] : INFO : Epoch 1547 | loss: 0.03117 | val_loss: 0.0311725 | Time: 4498.08 ms
[2021-09-30 08:45:59 main:574] : INFO : Epoch 1548 | loss: 0.031167 | val_loss: 0.0311721 | Time: 4691.38 ms
[2021-09-30 08:46:04 main:574] : INFO : Epoch 1549 | loss: 0.0311627 | val_loss: 0.0311704 | Time: 4728.85 ms
[2021-09-30 08:46:09 main:574] : INFO : Epoch 1550 | loss: 0.0311613 | val_loss: 0.0311677 | Time: 4662.97 ms
[2021-09-30 08:46:14 main:574] : INFO : Epoch 1551 | loss: 0.0311607 | val_loss: 0.0311712 | Time: 4691.95 ms
[2021-09-30 08:46:18 main:574] : INFO : Epoch 1552 | loss: 0.0311596 | val_loss: 0.0311687 | Time: 4699.93 ms
[2021-09-30 08:46:23 main:574] : INFO : Epoch 1553 | loss: 0.031161 | val_loss: 0.0311705 | Time: 4693.94 ms
[2021-09-30 08:46:28 main:574] : INFO : Epoch 1554 | loss: 0.0311596 | val_loss: 0.0311672 | Time: 4893.5 ms
[2021-09-30 08:46:33 main:574] : INFO : Epoch 1555 | loss: 0.0311587 | val_loss: 0.0311666 | Time: 4687 ms
[2021-09-30 08:46:38 main:574] : INFO : Epoch 1556 | loss: 0.0311588 | val_loss: 0.0311671 | Time: 5180.2 ms
[2021-09-30 08:46:42 main:574] : INFO : Epoch 1557 | loss: 0.0311583 | val_loss: 0.0311676 | Time: 4582.41 ms
[2021-09-30 08:46:47 main:574] : INFO : Epoch 1558 | loss: 0.0311581 | val_loss: 0.0311693 | Time: 4770.64 ms
[2021-09-30 08:46:52 main:574] : INFO : Epoch 1559 | loss: 0.031161 | val_loss: 0.0311669 | Time: 5053.21 ms
[2021-09-30 08:46:57 main:574] : INFO : Epoch 1560 | loss: 0.0311579 | val_loss: 0.0311659 | Time: 4848.61 ms
[2021-09-30 08:47:02 main:574] : INFO : Epoch 1561 | loss: 0.0311556 | val_loss: 0.031166 | Time: 4489.3 ms
[2021-09-30 08:47:06 main:574] : INFO : Epoch 1562 | loss: 0.0311573 | val_loss: 0.031168 | Time: 4489.33 ms
[2021-09-30 08:47:11 main:574] : INFO : Epoch 1563 | loss: 0.0311581 | val_loss: 0.0311682 | Time: 4911.11 ms
[2021-09-30 08:47:16 main:574] : INFO : Epoch 1564 | loss: 0.0311572 | val_loss: 0.0311689 | Time: 4667.18 ms
[2021-09-30 08:47:20 main:574] : INFO : Epoch 1565 | loss: 0.031156 | val_loss: 0.0311633 | Time: 4596.74 ms
[2021-09-30 08:47:25 main:574] : INFO : Epoch 1566 | loss: 0.0311561 | val_loss: 0.0311649 | Time: 4676.66 ms
[2021-09-30 08:47:30 main:574] : INFO : Epoch 1567 | loss: 0.0311627 | val_loss: 0.0311694 | Time: 5060.9 ms
[2021-09-30 08:47:36 main:574] : INFO : Epoch 1568 | loss: 0.031163 | val_loss: 0.0311647 | Time: 5666.73 ms
[2021-09-30 08:47:41 main:574] : INFO : Epoch 1569 | loss: 0.0311613 | val_loss: 0.0311664 | Time: 5033.01 ms
[2021-09-30 08:47:46 main:574] : INFO : Epoch 1570 | loss: 0.03116 | val_loss: 0.0311604 | Time: 5136.88 ms
[2021-09-30 08:47:51 main:574] : INFO : Epoch 1571 | loss: 0.0311584 | val_loss: 0.0311617 | Time: 4838.73 ms
[2021-09-30 08:47:56 main:574] : INFO : Epoch 1572 | loss: 0.0311621 | val_loss: 0.0311814 | Time: 4975.7 ms
[2021-09-30 08:48:01 main:574] : INFO : Epoch 1573 | loss: 0.0311833 | val_loss: 0.0311839 | Time: 5132.97 ms
[2021-09-30 08:48:06 main:574] : INFO : Epoch 1574 | loss: 0.0311828 | val_loss: 0.0311817 | Time: 5197.41 ms
[2021-09-30 08:48:11 main:574] : INFO : Epoch 1575 | loss: 0.0311803 | val_loss: 0.0311773 | Time: 5069.52 ms
[2021-09-30 08:48:16 main:574] : INFO : Epoch 1576 | loss: 0.0311763 | val_loss: 0.0311759 | Time: 4721.01 ms
[2021-09-30 08:48:21 main:574] : INFO : Epoch 1577 | loss: 0.0311746 | val_loss: 0.0311735 | Time: 4806.08 ms
[2021-09-30 08:48:25 main:574] : INFO : Epoch 1578 | loss: 0.0311732 | val_loss: 0.0311743 | Time: 4862.76 ms
[2021-09-30 08:48:30 main:574] : INFO : Epoch 1579 | loss: 0.0311719 | val_loss: 0.0311731 | Time: 4635.32 ms
[2021-09-30 08:48:35 main:574] : INFO : Epoch 1580 | loss: 0.0311721 | val_loss: 0.0311744 | Time: 4456.13 ms
[2021-09-30 08:48:39 main:574] : INFO : Epoch 1581 | loss: 0.031173 | val_loss: 0.0311756 | Time: 4712.97 ms
[2021-09-30 08:48:44 main:574] : INFO : Epoch 1582 | loss: 0.0311743 | val_loss: 0.0311762 | Time: 4638.74 ms
[2021-09-30 08:48:49 main:574] : INFO : Epoch 1583 | loss: 0.0311727 | val_loss: 0.031174 | Time: 4764.77 ms
[2021-09-30 08:48:54 main:574] : INFO : Epoch 1584 | loss: 0.0311735 | val_loss: 0.0311742 | Time: 5364.87 ms
[2021-09-30 08:48:59 main:574] : INFO : Epoch 1585 | loss: 0.0311692 | val_loss: 0.0311764 | Time: 4887.92 ms
[2021-09-30 08:49:03 main:574] : INFO : Epoch 1586 | loss: 0.0311688 | val_loss: 0.0311724 | Time: 4522.3 ms
[2021-09-30 08:49:08 main:574] : INFO : Epoch 1587 | loss: 0.0311669 | val_loss: 0.0311728 | Time: 4481.57 ms
[2021-09-30 08:49:13 main:574] : INFO : Epoch 1588 | loss: 0.0311666 | val_loss: 0.0311723 | Time: 4695.04 ms
[2021-09-30 08:49:17 main:574] : INFO : Epoch 1589 | loss: 0.0311661 | val_loss: 0.0311716 | Time: 4814.99 ms
[2021-09-30 08:49:22 main:574] : INFO : Epoch 1590 | loss: 0.0311672 | val_loss: 0.0311734 | Time: 4574.57 ms
[2021-09-30 08:49:27 main:574] : INFO : Epoch 1591 | loss: 0.031166 | val_loss: 0.031171 | Time: 4778.11 ms
[2021-09-30 08:49:32 main:574] : INFO : Epoch 1592 | loss: 0.0311646 | val_loss: 0.0311715 | Time: 4746.61 ms
[2021-09-30 08:49:36 main:574] : INFO : Epoch 1593 | loss: 0.0311643 | val_loss: 0.0311719 | Time: 4603.02 ms
[2021-09-30 08:49:41 main:574] : INFO : Epoch 1594 | loss: 0.0311652 | val_loss: 0.0311709 | Time: 4697.06 ms
[2021-09-30 08:49:46 main:574] : INFO : Epoch 1595 | loss: 0.0311657 | val_loss: 0.0311707 | Time: 4829.45 ms
[2021-09-30 08:49:50 main:574] : INFO : Epoch 1596 | loss: 0.0311644 | val_loss: 0.0311722 | Time: 4781.34 ms
[2021-09-30 08:49:56 main:574] : INFO : Epoch 1597 | loss: 0.0311645 | val_loss: 0.0311704 | Time: 5136.78 ms
[2021-09-30 08:50:00 main:574] : INFO : Epoch 1598 | loss: 0.0311635 | val_loss: 0.0311716 | Time: 4551.93 ms
[2021-09-30 08:50:05 main:574] : INFO : Epoch 1599 | loss: 0.0311632 | val_loss: 0.0311697 | Time: 4443.07 ms
[2021-09-30 08:50:09 main:574] : INFO : Epoch 1600 | loss: 0.031163 | val_loss: 0.0311738 | Time: 4700.13 ms
[2021-09-30 08:50:14 main:574] : INFO : Epoch 1601 | loss: 0.0311645 | val_loss: 0.0311734 | Time: 4874.98 ms
[2021-09-30 08:50:19 main:574] : INFO : Epoch 1602 | loss: 0.0311668 | val_loss: 0.0311726 | Time: 4727.85 ms
[2021-09-30 08:50:24 main:574] : INFO : Epoch 1603 | loss: 0.0311668 | val_loss: 0.0311718 | Time: 5377.27 ms
[2021-09-30 08:50:30 main:574] : INFO : Epoch 1604 | loss: 0.0311662 | val_loss: 0.0311736 | Time: 5650.11 ms
[2021-09-30 08:50:35 main:574] : INFO : Epoch 1605 | loss: 0.0311683 | val_loss: 0.0311748 | Time: 5182.03 ms
[2021-09-30 08:50:40 main:574] : INFO : Epoch 1606 | loss: 0.031176 | val_loss: 0.0311774 | Time: 4473.03 ms
[2021-09-30 08:50:44 main:574] : INFO : Epoch 1607 | loss: 0.0311746 | val_loss: 0.031177 | Time: 4587.63 ms
[2021-09-30 08:50:50 main:574] : INFO : Epoch 1608 | loss: 0.0311691 | val_loss: 0.0311776 | Time: 5422.24 ms
[2021-09-30 08:50:54 main:574] : INFO : Epoch 1609 | loss: 0.0311688 | val_loss: 0.031173 | Time: 4809.5 ms
[2021-09-30 08:51:00 main:574] : INFO : Epoch 1610 | loss: 0.0311665 | val_loss: 0.0311702 | Time: 5347.75 ms
[2021-09-30 08:51:05 main:574] : INFO : Epoch 1611 | loss: 0.0311665 | val_loss: 0.0311702 | Time: 4654.99 ms
[2021-09-30 08:51:09 main:574] : INFO : Epoch 1612 | loss: 0.0311671 | val_loss: 0.031172 | Time: 4583.76 ms
[2021-09-30 08:51:14 main:574] : INFO : Epoch 1613 | loss: 0.0311653 | val_loss: 0.0311731 | Time: 4888.39 ms
[2021-09-30 08:51:19 main:574] : INFO : Epoch 1614 | loss: 0.0311679 | val_loss: 0.031179 | Time: 4884.3 ms
[2021-09-30 08:51:24 main:574] : INFO : Epoch 1615 | loss: 0.031206 | val_loss: 0.0312013 | Time: 4727.73 ms
[2021-09-30 08:51:28 main:574] : INFO : Epoch 1616 | loss: 0.0311976 | val_loss: 0.0311886 | Time: 4739.44 ms
[2021-09-30 08:51:33 main:574] : INFO : Epoch 1617 | loss: 0.0311778 | val_loss: 0.0311709 | Time: 4874.99 ms
[2021-09-30 08:51:38 main:574] : INFO : Epoch 1618 | loss: 0.0311672 | val_loss: 0.0311677 | Time: 4671.96 ms
[2021-09-30 08:51:43 main:574] : INFO : Epoch 1619 | loss: 0.031163 | val_loss: 0.0311673 | Time: 4705.56 ms
[2021-09-30 08:51:47 main:574] : INFO : Epoch 1620 | loss: 0.0311615 | val_loss: 0.0311697 | Time: 4718.37 ms
[2021-09-30 08:51:52 main:574] : INFO : Epoch 1621 | loss: 0.0311621 | val_loss: 0.0311722 | Time: 4685.25 ms
[2021-09-30 08:51:57 main:574] : INFO : Epoch 1622 | loss: 0.0311619 | val_loss: 0.0311701 | Time: 4931.45 ms
[2021-09-30 08:52:02 main:574] : INFO : Epoch 1623 | loss: 0.0311615 | val_loss: 0.0311698 | Time: 4727.71 ms
[2021-09-30 08:52:07 main:574] : INFO : Epoch 1624 | loss: 0.0311614 | val_loss: 0.0311738 | Time: 5423.71 ms
[2021-09-30 08:52:12 main:574] : INFO : Epoch 1625 | loss: 0.0311611 | val_loss: 0.0311693 | Time: 4496.73 ms
[2021-09-30 08:52:16 main:574] : INFO : Epoch 1626 | loss: 0.0311611 | val_loss: 0.0311691 | Time: 4436.89 ms
[2021-09-30 08:52:21 main:574] : INFO : Epoch 1627 | loss: 0.03116 | val_loss: 0.0311681 | Time: 4620.18 ms
[2021-09-30 08:52:26 main:574] : INFO : Epoch 1628 | loss: 0.0311627 | val_loss: 0.0311702 | Time: 4882.11 ms
[2021-09-30 08:52:30 main:574] : INFO : Epoch 1629 | loss: 0.0311612 | val_loss: 0.0311712 | Time: 4698.78 ms
[2021-09-30 08:52:35 main:574] : INFO : Epoch 1630 | loss: 0.0311596 | val_loss: 0.0311705 | Time: 4716.56 ms
[2021-09-30 08:52:40 main:574] : INFO : Epoch 1631 | loss: 0.0311607 | val_loss: 0.0311675 | Time: 4770.02 ms
[2021-09-30 08:52:45 main:574] : INFO : Epoch 1632 | loss: 0.0311599 | val_loss: 0.0311662 | Time: 4952.29 ms
[2021-09-30 08:52:50 main:574] : INFO : Epoch 1633 | loss: 0.0311598 | val_loss: 0.0311679 | Time: 5095.1 ms
[2021-09-30 08:52:55 main:574] : INFO : Epoch 1634 | loss: 0.0311588 | val_loss: 0.0311675 | Time: 4747.97 ms
[2021-09-30 08:53:00 main:574] : INFO : Epoch 1635 | loss: 0.0311577 | val_loss: 0.0311658 | Time: 4919.8 ms
[2021-09-30 08:53:05 main:574] : INFO : Epoch 1636 | loss: 0.0311584 | val_loss: 0.031165 | Time: 4972.18 ms
[2021-09-30 08:53:09 main:574] : INFO : Epoch 1637 | loss: 0.0311592 | val_loss: 0.0311653 | Time: 4850.64 ms
[2021-09-30 08:53:14 main:574] : INFO : Epoch 1638 | loss: 0.0311582 | val_loss: 0.0311655 | Time: 5090.75 ms
[2021-09-30 08:53:19 main:574] : INFO : Epoch 1639 | loss: 0.0311588 | val_loss: 0.0311678 | Time: 4574.39 ms
[2021-09-30 08:53:24 main:574] : INFO : Epoch 1640 | loss: 0.0311624 | val_loss: 0.0311711 | Time: 4488.19 ms
[2021-09-30 08:53:28 main:574] : INFO : Epoch 1641 | loss: 0.0311661 | val_loss: 0.0311717 | Time: 4524.09 ms
[2021-09-30 08:53:33 main:574] : INFO : Epoch 1642 | loss: 0.0311658 | val_loss: 0.0311714 | Time: 4961.65 ms
[2021-09-30 08:53:38 main:574] : INFO : Epoch 1643 | loss: 0.0311644 | val_loss: 0.0311701 | Time: 4958.11 ms
[2021-09-30 08:53:42 main:574] : INFO : Epoch 1644 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 4455.89 ms
[2021-09-30 08:53:47 main:574] : INFO : Epoch 1645 | loss: 0.0311718 | val_loss: 0.0311752 | Time: 4504.6 ms
[2021-09-30 08:53:52 main:574] : INFO : Epoch 1646 | loss: 0.0311703 | val_loss: 0.0311702 | Time: 4758.97 ms
[2021-09-30 08:53:57 main:574] : INFO : Epoch 1647 | loss: 0.0311687 | val_loss: 0.0311733 | Time: 4777.32 ms
[2021-09-30 08:54:01 main:574] : INFO : Epoch 1648 | loss: 0.0311683 | val_loss: 0.0311678 | Time: 4937.88 ms
[2021-09-30 08:54:06 main:574] : INFO : Epoch 1649 | loss: 0.031167 | val_loss: 0.0311685 | Time: 4811.77 ms
[2021-09-30 08:54:11 main:574] : INFO : Epoch 1650 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 4569.84 ms
[2021-09-30 08:54:16 main:574] : INFO : Epoch 1651 | loss: 0.0311653 | val_loss: 0.0311688 | Time: 4627.4 ms
[2021-09-30 08:54:21 main:574] : INFO : Epoch 1652 | loss: 0.0311654 | val_loss: 0.0311691 | Time: 5228.55 ms
[2021-09-30 08:54:26 main:574] : INFO : Epoch 1653 | loss: 0.0311678 | val_loss: 0.0311724 | Time: 4850.52 ms
[2021-09-30 08:54:30 main:574] : INFO : Epoch 1654 | loss: 0.0311677 | val_loss: 0.0311707 | Time: 4596.62 ms
[2021-09-30 08:54:35 main:574] : INFO : Epoch 1655 | loss: 0.0311672 | val_loss: 0.0311723 | Time: 4555.05 ms
[2021-09-30 08:54:39 main:574] : INFO : Epoch 1656 | loss: 0.031169 | val_loss: 0.0311695 | Time: 4621.5 ms
[2021-09-30 08:54:44 main:574] : INFO : Epoch 1657 | loss: 0.0311664 | val_loss: 0.0311702 | Time: 4807.29 ms
[2021-09-30 08:54:49 main:574] : INFO : Epoch 1658 | loss: 0.0311673 | val_loss: 0.0311708 | Time: 4713.96 ms
[2021-09-30 08:54:54 main:574] : INFO : Epoch 1659 | loss: 0.0311647 | val_loss: 0.0311743 | Time: 4685.24 ms
[2021-09-30 08:54:58 main:574] : INFO : Epoch 1660 | loss: 0.0311671 | val_loss: 0.0311734 | Time: 4651.34 ms
[2021-09-30 08:55:03 main:574] : INFO : Epoch 1661 | loss: 0.0311666 | val_loss: 0.031174 | Time: 4776.31 ms
[2021-09-30 08:55:08 main:574] : INFO : Epoch 1662 | loss: 0.0311713 | val_loss: 0.0311726 | Time: 4735.73 ms
[2021-09-30 08:55:12 main:574] : INFO : Epoch 1663 | loss: 0.0311686 | val_loss: 0.0311702 | Time: 4693.16 ms
[2021-09-30 08:55:17 main:574] : INFO : Epoch 1664 | loss: 0.0311639 | val_loss: 0.0311723 | Time: 4765.49 ms
[2021-09-30 08:55:22 main:574] : INFO : Epoch 1665 | loss: 0.0311643 | val_loss: 0.0311699 | Time: 4884.55 ms
[2021-09-30 08:55:27 main:574] : INFO : Epoch 1666 | loss: 0.0311635 | val_loss: 0.0311677 | Time: 5138.53 ms
[2021-09-30 08:55:32 main:574] : INFO : Epoch 1667 | loss: 0.0311635 | val_loss: 0.0311761 | Time: 4466.48 ms
[2021-09-30 08:55:36 main:574] : INFO : Epoch 1668 | loss: 0.0311634 | val_loss: 0.0311687 | Time: 4437.37 ms
[2021-09-30 08:55:41 main:574] : INFO : Epoch 1669 | loss: 0.0311635 | val_loss: 0.0311723 | Time: 4790.33 ms
[2021-09-30 08:55:46 main:574] : INFO : Epoch 1670 | loss: 0.0311619 | val_loss: 0.0311698 | Time: 4797.96 ms
[2021-09-30 08:55:50 main:574] : INFO : Epoch 1671 | loss: 0.0311616 | val_loss: 0.0311689 | Time: 4559.15 ms
[2021-09-30 08:55:55 main:574] : INFO : Epoch 1672 | loss: 0.0311603 | val_loss: 0.0311681 | Time: 4487.19 ms
[2021-09-30 08:55:59 main:574] : INFO : Epoch 1673 | loss: 0.0311615 | val_loss: 0.0311684 | Time: 4587.42 ms
[2021-09-30 08:56:04 main:574] : INFO : Epoch 1674 | loss: 0.0311637 | val_loss: 0.0311691 | Time: 4821.95 ms
[2021-09-30 08:56:09 main:574] : INFO : Epoch 1675 | loss: 0.0311615 | val_loss: 0.0311696 | Time: 4742.7 ms
[2021-09-30 08:56:14 main:574] : INFO : Epoch 1676 | loss: 0.0311617 | val_loss: 0.0311685 | Time: 4564.42 ms
[2021-09-30 08:56:18 main:574] : INFO : Epoch 1677 | loss: 0.0311615 | val_loss: 0.031169 | Time: 4555.86 ms
[2021-09-30 08:56:23 main:574] : INFO : Epoch 1678 | loss: 0.0311628 | val_loss: 0.0311688 | Time: 4841.87 ms
[2021-09-30 08:56:28 main:574] : INFO : Epoch 1679 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 4770.58 ms
[2021-09-30 08:56:33 main:574] : INFO : Epoch 1680 | loss: 0.0311622 | val_loss: 0.0311695 | Time: 5161.45 ms
[2021-09-30 08:56:38 main:574] : INFO : Epoch 1681 | loss: 0.0311629 | val_loss: 0.0311685 | Time: 4660.53 ms
[2021-09-30 08:56:42 main:574] : INFO : Epoch 1682 | loss: 0.031164 | val_loss: 0.0311688 | Time: 4578.62 ms
[2021-09-30 08:56:47 main:574] : INFO : Epoch 1683 | loss: 0.0311646 | val_loss: 0.0311701 | Time: 4571.01 ms
[2021-09-30 08:56:52 main:574] : INFO : Epoch 1684 | loss: 0.0311631 | val_loss: 0.0311692 | Time: 4899.51 ms
[2021-09-30 08:56:57 main:574] : INFO : Epoch 1685 | loss: 0.0311677 | val_loss: 0.031179 | Time: 4992.21 ms
[2021-09-30 08:57:01 main:574] : INFO : Epoch 1686 | loss: 0.0311819 | val_loss: 0.0311899 | Time: 4533.6 ms
[2021-09-30 08:57:06 main:574] : INFO : Epoch 1687 | loss: 0.0311855 | val_loss: 0.0311847 | Time: 4463.89 ms
[2021-09-30 08:57:10 main:574] : INFO : Epoch 1688 | loss: 0.0311823 | val_loss: 0.0311837 | Time: 4558.42 ms
[2021-09-30 08:57:15 main:574] : INFO : Epoch 1689 | loss: 0.0311784 | val_loss: 0.0311843 | Time: 4666.53 ms
[2021-09-30 08:57:20 main:574] : INFO : Epoch 1690 | loss: 0.031179 | val_loss: 0.0311824 | Time: 4647.75 ms
[2021-09-30 08:57:24 main:574] : INFO : Epoch 1691 | loss: 0.0311778 | val_loss: 0.0311819 | Time: 4807.26 ms
[2021-09-30 08:57:29 main:574] : INFO : Epoch 1692 | loss: 0.0311779 | val_loss: 0.0311796 | Time: 4826.47 ms
[2021-09-30 08:57:34 main:574] : INFO : Epoch 1693 | loss: 0.0311746 | val_loss: 0.0311809 | Time: 4570.18 ms
[2021-09-30 08:57:39 main:574] : INFO : Epoch 1694 | loss: 0.031174 | val_loss: 0.03118 | Time: 4977.36 ms
[2021-09-30 08:57:44 main:574] : INFO : Epoch 1695 | loss: 0.031172 | val_loss: 0.0311809 | Time: 4791.34 ms
[2021-09-30 08:57:48 main:574] : INFO : Epoch 1696 | loss: 0.0311723 | val_loss: 0.0311798 | Time: 4585.62 ms
[2021-09-30 08:57:53 main:574] : INFO : Epoch 1697 | loss: 0.0311707 | val_loss: 0.0311783 | Time: 4787.82 ms
[2021-09-30 08:57:58 main:574] : INFO : Epoch 1698 | loss: 0.0311709 | val_loss: 0.0311789 | Time: 4748.2 ms
[2021-09-30 08:58:02 main:574] : INFO : Epoch 1699 | loss: 0.0311724 | val_loss: 0.0311823 | Time: 4730.16 ms
[2021-09-30 08:58:07 main:574] : INFO : Epoch 1700 | loss: 0.0311713 | val_loss: 0.031178 | Time: 4759.66 ms
[2021-09-30 08:58:12 main:574] : INFO : Epoch 1701 | loss: 0.031169 | val_loss: 0.0311784 | Time: 4851.82 ms
[2021-09-30 08:58:17 main:574] : INFO : Epoch 1702 | loss: 0.0311673 | val_loss: 0.0311782 | Time: 4978.16 ms
[2021-09-30 08:58:22 main:574] : INFO : Epoch 1703 | loss: 0.031167 | val_loss: 0.0311734 | Time: 4523.12 ms
[2021-09-30 08:58:26 main:574] : INFO : Epoch 1704 | loss: 0.0311663 | val_loss: 0.0311771 | Time: 4414.63 ms
[2021-09-30 08:58:31 main:574] : INFO : Epoch 1705 | loss: 0.0311659 | val_loss: 0.0311766 | Time: 4890.24 ms
[2021-09-30 08:58:36 main:574] : INFO : Epoch 1706 | loss: 0.0311677 | val_loss: 0.0311748 | Time: 5036.14 ms
[2021-09-30 08:58:41 main:574] : INFO : Epoch 1707 | loss: 0.0311651 | val_loss: 0.0311748 | Time: 4611.8 ms
[2021-09-30 08:58:45 main:574] : INFO : Epoch 1708 | loss: 0.0311641 | val_loss: 0.0311738 | Time: 4769.79 ms
[2021-09-30 08:58:50 main:574] : INFO : Epoch 1709 | loss: 0.0311647 | val_loss: 0.0311748 | Time: 4683.44 ms
[2021-09-30 08:58:55 main:574] : INFO : Epoch 1710 | loss: 0.0311677 | val_loss: 0.0311774 | Time: 4727.39 ms
[2021-09-30 08:59:00 main:574] : INFO : Epoch 1711 | loss: 0.031167 | val_loss: 0.0311759 | Time: 4831.39 ms
[2021-09-30 08:59:04 main:574] : INFO : Epoch 1712 | loss: 0.031165 | val_loss: 0.0311766 | Time: 4814.06 ms
[2021-09-30 08:59:09 main:574] : INFO : Epoch 1713 | loss: 0.0311668 | val_loss: 0.0311743 | Time: 4936.59 ms
[2021-09-30 08:59:14 main:574] : INFO : Epoch 1714 | loss: 0.0311661 | val_loss: 0.0311747 | Time: 4841.43 ms
[2021-09-30 08:59:19 main:574] : INFO : Epoch 1715 | loss: 0.0311675 | val_loss: 0.0311817 | Time: 4785.45 ms
[2021-09-30 08:59:23 main:574] : INFO : Epoch 1716 | loss: 0.0311741 | val_loss: 0.0311768 | Time: 4402.68 ms
[2021-09-30 08:59:28 main:574] : INFO : Epoch 1717 | loss: 0.0311707 | val_loss: 0.0311764 | Time: 4516.87 ms
[2021-09-30 08:59:33 main:574] : INFO : Epoch 1718 | loss: 0.0311705 | val_loss: 0.0311744 | Time: 4592.7 ms
[2021-09-30 08:59:37 main:574] : INFO : Epoch 1719 | loss: 0.0311694 | val_loss: 0.0311746 | Time: 4893.85 ms
[2021-09-30 08:59:42 main:574] : INFO : Epoch 1720 | loss: 0.0311688 | val_loss: 0.031176 | Time: 4736.5 ms
[2021-09-30 08:59:47 main:574] : INFO : Epoch 1721 | loss: 0.0311697 | val_loss: 0.0311868 | Time: 4913.67 ms
[2021-09-30 08:59:52 main:574] : INFO : Epoch 1722 | loss: 0.0311715 | val_loss: 0.0311742 | Time: 5066.02 ms
[2021-09-30 08:59:57 main:574] : INFO : Epoch 1723 | loss: 0.0311682 | val_loss: 0.0311762 | Time: 4815.37 ms
[2021-09-30 09:00:01 main:574] : INFO : Epoch 1724 | loss: 0.0311664 | val_loss: 0.031173 | Time: 4432.39 ms
[2021-09-30 09:00:06 main:574] : INFO : Epoch 1725 | loss: 0.0311658 | val_loss: 0.0311702 | Time: 4475.33 ms
[2021-09-30 09:00:10 main:574] : INFO : Epoch 1726 | loss: 0.0311652 | val_loss: 0.0311703 | Time: 4346.82 ms
[2021-09-30 09:00:15 main:574] : INFO : Epoch 1727 | loss: 0.0311653 | val_loss: 0.0311704 | Time: 4561.78 ms
[2021-09-30 09:00:19 main:574] : INFO : Epoch 1728 | loss: 0.031169 | val_loss: 0.031177 | Time: 4693.94 ms
[2021-09-30 09:00:24 main:574] : INFO : Epoch 1729 | loss: 0.0311695 | val_loss: 0.0311783 | Time: 4831.5 ms
[2021-09-30 09:00:29 main:574] : INFO : Epoch 1730 | loss: 0.0311718 | val_loss: 0.0311842 | Time: 4711.55 ms
[2021-09-30 09:00:34 main:574] : INFO : Epoch 1731 | loss: 0.0311734 | val_loss: 0.0311795 | Time: 4697.38 ms
[2021-09-30 09:00:38 main:574] : INFO : Epoch 1732 | loss: 0.0311708 | val_loss: 0.0311796 | Time: 4726.75 ms
[2021-09-30 09:00:43 main:574] : INFO : Epoch 1733 | loss: 0.0311672 | val_loss: 0.0311766 | Time: 4813.3 ms
[2021-09-30 09:00:48 main:574] : INFO : Epoch 1734 | loss: 0.0311645 | val_loss: 0.0311733 | Time: 4873.73 ms
[2021-09-30 09:00:53 main:574] : INFO : Epoch 1735 | loss: 0.0311642 | val_loss: 0.0311741 | Time: 4473.76 ms
[2021-09-30 09:00:58 main:574] : INFO : Epoch 1736 | loss: 0.0311638 | val_loss: 0.0311726 | Time: 4877.27 ms
[2021-09-30 09:01:02 main:574] : INFO : Epoch 1737 | loss: 0.0311641 | val_loss: 0.0311706 | Time: 4828.36 ms
[2021-09-30 09:01:07 main:574] : INFO : Epoch 1738 | loss: 0.0311633 | val_loss: 0.0311729 | Time: 4983.15 ms
[2021-09-30 09:01:12 main:574] : INFO : Epoch 1739 | loss: 0.031162 | val_loss: 0.0311723 | Time: 4457.07 ms
[2021-09-30 09:01:16 main:574] : INFO : Epoch 1740 | loss: 0.0311614 | val_loss: 0.0311725 | Time: 4430.58 ms
[2021-09-30 09:01:21 main:574] : INFO : Epoch 1741 | loss: 0.0311621 | val_loss: 0.0311726 | Time: 4917.01 ms
[2021-09-30 09:01:26 main:574] : INFO : Epoch 1742 | loss: 0.0311641 | val_loss: 0.0311745 | Time: 4699.95 ms
[2021-09-30 09:01:30 main:574] : INFO : Epoch 1743 | loss: 0.031166 | val_loss: 0.0311753 | Time: 4489.35 ms
[2021-09-30 09:01:35 main:574] : INFO : Epoch 1744 | loss: 0.0311624 | val_loss: 0.0311706 | Time: 4432.32 ms
[2021-09-30 09:01:39 main:574] : INFO : Epoch 1745 | loss: 0.0311625 | val_loss: 0.0311703 | Time: 4654.24 ms
[2021-09-30 09:01:44 main:574] : INFO : Epoch 1746 | loss: 0.0311634 | val_loss: 0.0311732 | Time: 4689.32 ms
[2021-09-30 09:01:49 main:574] : INFO : Epoch 1747 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 4729 ms
[2021-09-30 09:01:54 main:574] : INFO : Epoch 1748 | loss: 0.0311603 | val_loss: 0.0311718 | Time: 4726.47 ms
[2021-09-30 09:01:58 main:574] : INFO : Epoch 1749 | loss: 0.0311604 | val_loss: 0.0311699 | Time: 4747.36 ms
[2021-09-30 09:02:04 main:574] : INFO : Epoch 1750 | loss: 0.0311625 | val_loss: 0.0311715 | Time: 5189.02 ms
[2021-09-30 09:02:08 main:574] : INFO : Epoch 1751 | loss: 0.0311589 | val_loss: 0.0311709 | Time: 4540.66 ms
[2021-09-30 09:02:13 main:574] : INFO : Epoch 1752 | loss: 0.0311597 | val_loss: 0.0311727 | Time: 4623.09 ms
[2021-09-30 09:02:17 main:574] : INFO : Epoch 1753 | loss: 0.0311585 | val_loss: 0.0311754 | Time: 4696.62 ms
[2021-09-30 09:02:22 main:574] : INFO : Epoch 1754 | loss: 0.0311649 | val_loss: 0.0311754 | Time: 4677 ms
[2021-09-30 09:02:27 main:574] : INFO : Epoch 1755 | loss: 0.0311662 | val_loss: 0.0311732 | Time: 4550.55 ms
[2021-09-30 09:02:31 main:574] : INFO : Epoch 1756 | loss: 0.0311651 | val_loss: 0.0311734 | Time: 4576.61 ms
[2021-09-30 09:02:36 main:574] : INFO : Epoch 1757 | loss: 0.0311653 | val_loss: 0.0311717 | Time: 4662.28 ms
[2021-09-30 09:02:41 main:574] : INFO : Epoch 1758 | loss: 0.0311645 | val_loss: 0.031173 | Time: 4602.88 ms
[2021-09-30 09:02:45 main:574] : INFO : Epoch 1759 | loss: 0.0311649 | val_loss: 0.0311707 | Time: 4633.37 ms
[2021-09-30 09:02:50 main:574] : INFO : Epoch 1760 | loss: 0.0311633 | val_loss: 0.0311712 | Time: 4641.51 ms
[2021-09-30 09:02:54 main:574] : INFO : Epoch 1761 | loss: 0.0311623 | val_loss: 0.0311712 | Time: 4651.87 ms
[2021-09-30 09:02:59 main:574] : INFO : Epoch 1762 | loss: 0.031162 | val_loss: 0.0311783 | Time: 4917.51 ms
[2021-09-30 09:03:04 main:574] : INFO : Epoch 1763 | loss: 0.0311661 | val_loss: 0.0311775 | Time: 4723.71 ms
[2021-09-30 09:03:09 main:574] : INFO : Epoch 1764 | loss: 0.0311634 | val_loss: 0.0311718 | Time: 5101.72 ms
[2021-09-30 09:03:14 main:574] : INFO : Epoch 1765 | loss: 0.0311609 | val_loss: 0.0311734 | Time: 4392.91 ms
[2021-09-30 09:03:18 main:574] : INFO : Epoch 1766 | loss: 0.0311596 | val_loss: 0.0311716 | Time: 4489.55 ms
[2021-09-30 09:03:23 main:574] : INFO : Epoch 1767 | loss: 0.0311598 | val_loss: 0.0311731 | Time: 4815.64 ms
[2021-09-30 09:03:28 main:574] : INFO : Epoch 1768 | loss: 0.0311594 | val_loss: 0.0311729 | Time: 4732.8 ms
[2021-09-30 09:03:32 main:574] : INFO : Epoch 1769 | loss: 0.0311614 | val_loss: 0.0311708 | Time: 4479.57 ms
[2021-09-30 09:03:37 main:574] : INFO : Epoch 1770 | loss: 0.0311617 | val_loss: 0.0311709 | Time: 4478.42 ms
[2021-09-30 09:03:42 main:574] : INFO : Epoch 1771 | loss: 0.0311611 | val_loss: 0.0311756 | Time: 4868.62 ms
[2021-09-30 09:03:46 main:574] : INFO : Epoch 1772 | loss: 0.0311611 | val_loss: 0.0311734 | Time: 4891.35 ms
[2021-09-30 09:03:51 main:574] : INFO : Epoch 1773 | loss: 0.0311612 | val_loss: 0.0311699 | Time: 4620.91 ms
[2021-09-30 09:03:56 main:574] : INFO : Epoch 1774 | loss: 0.0311609 | val_loss: 0.0311739 | Time: 4434.95 ms
[2021-09-30 09:04:00 main:574] : INFO : Epoch 1775 | loss: 0.0311832 | val_loss: 0.0312108 | Time: 4712.76 ms
[2021-09-30 09:04:05 main:574] : INFO : Epoch 1776 | loss: 0.0312082 | val_loss: 0.0312033 | Time: 5004.25 ms
[2021-09-30 09:04:10 main:574] : INFO : Epoch 1777 | loss: 0.0311942 | val_loss: 0.0311919 | Time: 4548.58 ms
[2021-09-30 09:04:15 main:574] : INFO : Epoch 1778 | loss: 0.0311873 | val_loss: 0.0311903 | Time: 4850.57 ms
[2021-09-30 09:04:19 main:574] : INFO : Epoch 1779 | loss: 0.0311853 | val_loss: 0.0311872 | Time: 4657.84 ms
[2021-09-30 09:04:24 main:574] : INFO : Epoch 1780 | loss: 0.0311824 | val_loss: 0.0311799 | Time: 4976.67 ms
[2021-09-30 09:04:29 main:574] : INFO : Epoch 1781 | loss: 0.0311805 | val_loss: 0.0311806 | Time: 4649.58 ms
[2021-09-30 09:04:33 main:574] : INFO : Epoch 1782 | loss: 0.0311786 | val_loss: 0.0311849 | Time: 4454.38 ms
[2021-09-30 09:04:38 main:574] : INFO : Epoch 1783 | loss: 0.0311844 | val_loss: 0.0311874 | Time: 4414.79 ms
[2021-09-30 09:04:43 main:574] : INFO : Epoch 1784 | loss: 0.0311813 | val_loss: 0.0311873 | Time: 4928.86 ms
[2021-09-30 09:04:48 main:574] : INFO : Epoch 1785 | loss: 0.0311787 | val_loss: 0.0311837 | Time: 4799.34 ms
[2021-09-30 09:04:52 main:574] : INFO : Epoch 1786 | loss: 0.0311765 | val_loss: 0.0311831 | Time: 4427.37 ms
[2021-09-30 09:04:57 main:574] : INFO : Epoch 1787 | loss: 0.031175 | val_loss: 0.0311825 | Time: 4543.28 ms
[2021-09-30 09:05:01 main:574] : INFO : Epoch 1788 | loss: 0.031175 | val_loss: 0.031185 | Time: 4747.11 ms
[2021-09-30 09:05:06 main:574] : INFO : Epoch 1789 | loss: 0.0311738 | val_loss: 0.0311838 | Time: 4644.92 ms
[2021-09-30 09:05:11 main:574] : INFO : Epoch 1790 | loss: 0.0311748 | val_loss: 0.0311816 | Time: 4712.25 ms
[2021-09-30 09:05:15 main:574] : INFO : Epoch 1791 | loss: 0.0311746 | val_loss: 0.0311813 | Time: 4456.88 ms
[2021-09-30 09:05:20 main:574] : INFO : Epoch 1792 | loss: 0.0311738 | val_loss: 0.0311823 | Time: 5023.56 ms
[2021-09-30 09:05:25 main:574] : INFO : Epoch 1793 | loss: 0.0311727 | val_loss: 0.0311797 | Time: 5005.41 ms
[2021-09-30 09:05:30 main:574] : INFO : Epoch 1794 | loss: 0.0311731 | val_loss: 0.031182 | Time: 4563.2 ms
[2021-09-30 09:05:34 main:574] : INFO : Epoch 1795 | loss: 0.0311734 | val_loss: 0.0311816 | Time: 4369.92 ms
[2021-09-30 09:05:39 main:574] : INFO : Epoch 1796 | loss: 0.0311729 | val_loss: 0.0311812 | Time: 4702.85 ms
[2021-09-30 09:05:44 main:574] : INFO : Epoch 1797 | loss: 0.031173 | val_loss: 0.0311818 | Time: 4970.29 ms
[2021-09-30 09:05:49 main:574] : INFO : Epoch 1798 | loss: 0.0311732 | val_loss: 0.0311799 | Time: 4774.75 ms
[2021-09-30 09:05:53 main:574] : INFO : Epoch 1799 | loss: 0.0311725 | val_loss: 0.031179 | Time: 4287.6 ms
[2021-09-30 09:05:57 main:574] : INFO : Epoch 1800 | loss: 0.0311716 | val_loss: 0.0311805 | Time: 4484.03 ms
[2021-09-30 09:06:02 main:574] : INFO : Epoch 1801 | loss: 0.031171 | val_loss: 0.031183 | Time: 4631.85 ms
[2021-09-30 09:06:07 main:574] : INFO : Epoch 1802 | loss: 0.0311722 | val_loss: 0.0311778 | Time: 4526.99 ms
[2021-09-30 09:06:11 main:574] : INFO : Epoch 1803 | loss: 0.0311702 | val_loss: 0.0311798 | Time: 4893.18 ms
[2021-09-30 09:06:16 main:574] : INFO : Epoch 1804 | loss: 0.0311722 | val_loss: 0.0311798 | Time: 4754.57 ms
[2021-09-30 09:06:21 main:574] : INFO : Epoch 1805 | loss: 0.0311721 | val_loss: 0.0311805 | Time: 4545.54 ms
[2021-09-30 09:06:26 main:574] : INFO : Epoch 1806 | loss: 0.0311725 | val_loss: 0.0311817 | Time: 4833.23 ms
[2021-09-30 09:06:31 main:574] : INFO : Epoch 1807 | loss: 0.0311718 | val_loss: 0.0311813 | Time: 4965.54 ms
[2021-09-30 09:06:35 main:574] : INFO : Epoch 1808 | loss: 0.0311718 | val_loss: 0.0311889 | Time: 4770.42 ms
[2021-09-30 09:06:40 main:574] : INFO : Epoch 1809 | loss: 0.0311705 | val_loss: 0.0311819 | Time: 4646.88 ms
[2021-09-30 09:06:44 main:574] : INFO : Epoch 1810 | loss: 0.0311687 | val_loss: 0.0311783 | Time: 4446.45 ms
[2021-09-30 09:06:49 main:574] : INFO : Epoch 1811 | loss: 0.0311689 | val_loss: 0.031182 | Time: 4563.4 ms
[2021-09-30 09:06:54 main:574] : INFO : Epoch 1812 | loss: 0.0311711 | val_loss: 0.0311811 | Time: 5048.72 ms
[2021-09-30 09:06:59 main:574] : INFO : Epoch 1813 | loss: 0.0311711 | val_loss: 0.0311823 | Time: 4888.9 ms
[2021-09-30 09:07:03 main:574] : INFO : Epoch 1814 | loss: 0.0311705 | val_loss: 0.0311806 | Time: 4364.51 ms
[2021-09-30 09:07:08 main:574] : INFO : Epoch 1815 | loss: 0.031171 | val_loss: 0.0311779 | Time: 4521.11 ms
[2021-09-30 09:07:12 main:574] : INFO : Epoch 1816 | loss: 0.0311686 | val_loss: 0.0311802 | Time: 4580.29 ms
[2021-09-30 09:07:17 main:574] : INFO : Epoch 1817 | loss: 0.0311694 | val_loss: 0.0311768 | Time: 4682.25 ms
[2021-09-30 09:07:22 main:574] : INFO : Epoch 1818 | loss: 0.031169 | val_loss: 0.0311776 | Time: 4805.46 ms
[2021-09-30 09:07:27 main:574] : INFO : Epoch 1819 | loss: 0.0311681 | val_loss: 0.0311752 | Time: 4782.38 ms
[2021-09-30 09:07:32 main:574] : INFO : Epoch 1820 | loss: 0.0311683 | val_loss: 0.0311766 | Time: 4999.96 ms
[2021-09-30 09:07:37 main:574] : INFO : Epoch 1821 | loss: 0.0311674 | val_loss: 0.0311778 | Time: 4869.86 ms
[2021-09-30 09:07:41 main:574] : INFO : Epoch 1822 | loss: 0.0311696 | val_loss: 0.0311783 | Time: 4499.89 ms
[2021-09-30 09:07:46 main:574] : INFO : Epoch 1823 | loss: 0.0311674 | val_loss: 0.0311767 | Time: 4499.81 ms
[2021-09-30 09:07:50 main:574] : INFO : Epoch 1824 | loss: 0.031167 | val_loss: 0.0311749 | Time: 4659.38 ms
[2021-09-30 09:07:55 main:574] : INFO : Epoch 1825 | loss: 0.0311671 | val_loss: 0.0311782 | Time: 4853.95 ms
[2021-09-30 09:08:00 main:574] : INFO : Epoch 1826 | loss: 0.0311686 | val_loss: 0.0311855 | Time: 4679.51 ms
[2021-09-30 09:08:04 main:574] : INFO : Epoch 1827 | loss: 0.0311733 | val_loss: 0.0311814 | Time: 4559.31 ms
[2021-09-30 09:08:09 main:574] : INFO : Epoch 1828 | loss: 0.0311695 | val_loss: 0.0311779 | Time: 4565.88 ms
[2021-09-30 09:08:14 main:574] : INFO : Epoch 1829 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 4695.36 ms
[2021-09-30 09:08:18 main:574] : INFO : Epoch 1830 | loss: 0.0311675 | val_loss: 0.0311782 | Time: 4614.59 ms
[2021-09-30 09:08:23 main:574] : INFO : Epoch 1831 | loss: 0.0311678 | val_loss: 0.031177 | Time: 4667.32 ms
[2021-09-30 09:08:28 main:574] : INFO : Epoch 1832 | loss: 0.031167 | val_loss: 0.0311771 | Time: 4879.26 ms
[2021-09-30 09:08:33 main:574] : INFO : Epoch 1833 | loss: 0.0311676 | val_loss: 0.0311768 | Time: 4772.99 ms
[2021-09-30 09:08:38 main:574] : INFO : Epoch 1834 | loss: 0.0311677 | val_loss: 0.031176 | Time: 5138.01 ms
[2021-09-30 09:08:42 main:574] : INFO : Epoch 1835 | loss: 0.0311673 | val_loss: 0.031178 | Time: 4742.46 ms
[2021-09-30 09:08:47 main:574] : INFO : Epoch 1836 | loss: 0.0311685 | val_loss: 0.0311776 | Time: 4390.39 ms
[2021-09-30 09:08:52 main:574] : INFO : Epoch 1837 | loss: 0.0311667 | val_loss: 0.0311771 | Time: 4761.4 ms
[2021-09-30 09:08:56 main:574] : INFO : Epoch 1838 | loss: 0.0311718 | val_loss: 0.0311775 | Time: 4694.49 ms
[2021-09-30 09:09:01 main:574] : INFO : Epoch 1839 | loss: 0.0311711 | val_loss: 0.0311744 | Time: 4757.42 ms
[2021-09-30 09:09:06 main:574] : INFO : Epoch 1840 | loss: 0.0311689 | val_loss: 0.0311783 | Time: 4715.63 ms
[2021-09-30 09:09:11 main:574] : INFO : Epoch 1841 | loss: 0.0311703 | val_loss: 0.0311747 | Time: 4732.56 ms
[2021-09-30 09:09:15 main:574] : INFO : Epoch 1842 | loss: 0.0311697 | val_loss: 0.0311746 | Time: 4770.08 ms
[2021-09-30 09:09:20 main:574] : INFO : Epoch 1843 | loss: 0.0311676 | val_loss: 0.0311729 | Time: 4697.04 ms
[2021-09-30 09:09:25 main:574] : INFO : Epoch 1844 | loss: 0.0311665 | val_loss: 0.0311747 | Time: 4566.98 ms
[2021-09-30 09:09:29 main:574] : INFO : Epoch 1845 | loss: 0.0311657 | val_loss: 0.031173 | Time: 4606.51 ms
[2021-09-30 09:09:34 main:574] : INFO : Epoch 1846 | loss: 0.0311659 | val_loss: 0.0311729 | Time: 5042.45 ms
[2021-09-30 09:09:39 main:574] : INFO : Epoch 1847 | loss: 0.031165 | val_loss: 0.0311724 | Time: 4902.58 ms
[2021-09-30 09:09:44 main:574] : INFO : Epoch 1848 | loss: 0.0311637 | val_loss: 0.0311764 | Time: 4979.66 ms
[2021-09-30 09:09:49 main:574] : INFO : Epoch 1849 | loss: 0.0311642 | val_loss: 0.0311748 | Time: 4977.89 ms
[2021-09-30 09:09:54 main:574] : INFO : Epoch 1850 | loss: 0.031164 | val_loss: 0.0311748 | Time: 4510.44 ms
[2021-09-30 09:09:58 main:574] : INFO : Epoch 1851 | loss: 0.0311647 | val_loss: 0.0311827 | Time: 4575.9 ms
[2021-09-30 09:10:03 main:574] : INFO : Epoch 1852 | loss: 0.0311716 | val_loss: 0.0311768 | Time: 4738.02 ms
[2021-09-30 09:10:08 main:574] : INFO : Epoch 1853 | loss: 0.0311658 | val_loss: 0.0311757 | Time: 4819.47 ms
[2021-09-30 09:10:13 main:574] : INFO : Epoch 1854 | loss: 0.0311654 | val_loss: 0.0311735 | Time: 4703.61 ms
[2021-09-30 09:10:17 main:574] : INFO : Epoch 1855 | loss: 0.0311642 | val_loss: 0.0311742 | Time: 4744.96 ms
[2021-09-30 09:10:22 main:574] : INFO : Epoch 1856 | loss: 0.0311663 | val_loss: 0.0311761 | Time: 4861.37 ms
[2021-09-30 09:10:27 main:574] : INFO : Epoch 1857 | loss: 0.0311671 | val_loss: 0.0311777 | Time: 4819.43 ms
[2021-09-30 09:10:32 main:574] : INFO : Epoch 1858 | loss: 0.0311732 | val_loss: 0.0311881 | Time: 4670.53 ms
[2021-09-30 09:10:36 main:574] : INFO : Epoch 1859 | loss: 0.0311793 | val_loss: 0.0311857 | Time: 4627.69 ms
[2021-09-30 09:10:41 main:574] : INFO : Epoch 1860 | loss: 0.0311757 | val_loss: 0.0311808 | Time: 4798.84 ms
[2021-09-30 09:10:46 main:574] : INFO : Epoch 1861 | loss: 0.0311724 | val_loss: 0.0311774 | Time: 4778.25 ms
[2021-09-30 09:10:51 main:574] : INFO : Epoch 1862 | loss: 0.0311686 | val_loss: 0.0311763 | Time: 4703.29 ms
[2021-09-30 09:10:56 main:574] : INFO : Epoch 1863 | loss: 0.0311691 | val_loss: 0.0311777 | Time: 4975.57 ms
[2021-09-30 09:11:00 main:574] : INFO : Epoch 1864 | loss: 0.0311697 | val_loss: 0.0311773 | Time: 4620.2 ms
[2021-09-30 09:11:05 main:574] : INFO : Epoch 1865 | loss: 0.031169 | val_loss: 0.0311778 | Time: 5030.82 ms
[2021-09-30 09:11:10 main:574] : INFO : Epoch 1866 | loss: 0.0311675 | val_loss: 0.0311768 | Time: 4656.32 ms
[2021-09-30 09:11:14 main:574] : INFO : Epoch 1867 | loss: 0.0311663 | val_loss: 0.0311809 | Time: 4439.64 ms
[2021-09-30 09:11:19 main:574] : INFO : Epoch 1868 | loss: 0.0311678 | val_loss: 0.0311743 | Time: 4539.49 ms
[2021-09-30 09:11:24 main:574] : INFO : Epoch 1869 | loss: 0.0311673 | val_loss: 0.0311749 | Time: 4806.05 ms
[2021-09-30 09:11:28 main:574] : INFO : Epoch 1870 | loss: 0.0311649 | val_loss: 0.0311803 | Time: 4627.76 ms
[2021-09-30 09:11:33 main:574] : INFO : Epoch 1871 | loss: 0.0311662 | val_loss: 0.0311754 | Time: 4720.16 ms
[2021-09-30 09:11:38 main:574] : INFO : Epoch 1872 | loss: 0.0311659 | val_loss: 0.0311778 | Time: 4626.2 ms
[2021-09-30 09:11:42 main:574] : INFO : Epoch 1873 | loss: 0.0311642 | val_loss: 0.0311772 | Time: 4626.11 ms
[2021-09-30 09:11:47 main:574] : INFO : Epoch 1874 | loss: 0.0311632 | val_loss: 0.0311751 | Time: 4976.6 ms
[2021-09-30 09:11:52 main:574] : INFO : Epoch 1875 | loss: 0.0311625 | val_loss: 0.0311745 | Time: 4733.82 ms
[2021-09-30 09:11:57 main:574] : INFO : Epoch 1876 | loss: 0.0311634 | val_loss: 0.0311767 | Time: 5008.7 ms
[2021-09-30 09:12:02 main:574] : INFO : Epoch 1877 | loss: 0.0311625 | val_loss: 0.0311744 | Time: 4945.05 ms
[2021-09-30 09:12:07 main:574] : INFO : Epoch 1878 | loss: 0.0311615 | val_loss: 0.0311738 | Time: 4624.76 ms
[2021-09-30 09:12:11 main:574] : INFO : Epoch 1879 | loss: 0.0311622 | val_loss: 0.0311738 | Time: 4822.25 ms
[2021-09-30 09:12:16 main:574] : INFO : Epoch 1880 | loss: 0.0311633 | val_loss: 0.0311768 | Time: 4623.7 ms
[2021-09-30 09:12:21 main:574] : INFO : Epoch 1881 | loss: 0.0311635 | val_loss: 0.0311743 | Time: 4777.19 ms
[2021-09-30 09:12:26 main:574] : INFO : Epoch 1882 | loss: 0.0311629 | val_loss: 0.0311729 | Time: 4702.72 ms
[2021-09-30 09:12:30 main:574] : INFO : Epoch 1883 | loss: 0.0311629 | val_loss: 0.0311731 | Time: 4688.09 ms
[2021-09-30 09:12:35 main:574] : INFO : Epoch 1884 | loss: 0.0311641 | val_loss: 0.0311737 | Time: 4532.64 ms
[2021-09-30 09:12:40 main:574] : INFO : Epoch 1885 | loss: 0.0311624 | val_loss: 0.0311746 | Time: 4846.47 ms
[2021-09-30 09:12:44 main:574] : INFO : Epoch 1886 | loss: 0.0311625 | val_loss: 0.0311739 | Time: 4684.73 ms
[2021-09-30 09:12:49 main:574] : INFO : Epoch 1887 | loss: 0.0311639 | val_loss: 0.0311742 | Time: 4827.95 ms
[2021-09-30 09:12:54 main:574] : INFO : Epoch 1888 | loss: 0.031162 | val_loss: 0.0311746 | Time: 4958.74 ms
[2021-09-30 09:12:59 main:574] : INFO : Epoch 1889 | loss: 0.031161 | val_loss: 0.0311721 | Time: 4738.2 ms
[2021-09-30 09:13:04 main:574] : INFO : Epoch 1890 | loss: 0.0311613 | val_loss: 0.0311741 | Time: 4962.19 ms
[2021-09-30 09:13:08 main:574] : INFO : Epoch 1891 | loss: 0.0311615 | val_loss: 0.0311752 | Time: 4521.04 ms
[2021-09-30 09:13:13 main:574] : INFO : Epoch 1892 | loss: 0.0311613 | val_loss: 0.0311745 | Time: 4866.16 ms
[2021-09-30 09:13:18 main:574] : INFO : Epoch 1893 | loss: 0.0311618 | val_loss: 0.0311771 | Time: 4816.2 ms
[2021-09-30 09:13:23 main:574] : INFO : Epoch 1894 | loss: 0.0311603 | val_loss: 0.0311732 | Time: 4446.61 ms
[2021-09-30 09:13:27 main:574] : INFO : Epoch 1895 | loss: 0.0311615 | val_loss: 0.0311777 | Time: 4503.48 ms
[2021-09-30 09:13:32 main:574] : INFO : Epoch 1896 | loss: 0.0311621 | val_loss: 0.0311725 | Time: 4830.88 ms
[2021-09-30 09:13:37 main:574] : INFO : Epoch 1897 | loss: 0.031161 | val_loss: 0.0311723 | Time: 4804.56 ms
[2021-09-30 09:13:41 main:574] : INFO : Epoch 1898 | loss: 0.0311628 | val_loss: 0.031173 | Time: 4779.78 ms
[2021-09-30 09:13:46 main:574] : INFO : Epoch 1899 | loss: 0.031165 | val_loss: 0.0311731 | Time: 4628.69 ms
[2021-09-30 09:13:51 main:574] : INFO : Epoch 1900 | loss: 0.0311617 | val_loss: 0.0311725 | Time: 4778.65 ms
[2021-09-30 09:13:56 main:574] : INFO : Epoch 1901 | loss: 0.0311645 | val_loss: 0.0311708 | Time: 4747.01 ms
[2021-09-30 09:14:00 main:574] : INFO : Epoch 1902 | loss: 0.0311633 | val_loss: 0.0311725 | Time: 4769.71 ms
[2021-09-30 09:14:05 main:574] : INFO : Epoch 1903 | loss: 0.0311628 | val_loss: 0.031172 | Time: 4821.17 ms
[2021-09-30 09:14:10 main:574] : INFO : Epoch 1904 | loss: 0.0311635 | val_loss: 0.0311717 | Time: 5058.23 ms
[2021-09-30 09:14:15 main:574] : INFO : Epoch 1905 | loss: 0.0311634 | val_loss: 0.0311714 | Time: 4860.67 ms
[2021-09-30 09:14:20 main:574] : INFO : Epoch 1906 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 4639.78 ms
[2021-09-30 09:14:24 main:574] : INFO : Epoch 1907 | loss: 0.0311607 | val_loss: 0.0311747 | Time: 4600.97 ms
[2021-09-30 09:14:29 main:574] : INFO : Epoch 1908 | loss: 0.0311617 | val_loss: 0.0311724 | Time: 4749.34 ms
[2021-09-30 09:14:34 main:574] : INFO : Epoch 1909 | loss: 0.03116 | val_loss: 0.0311711 | Time: 4728.29 ms
[2021-09-30 09:14:38 main:574] : INFO : Epoch 1910 | loss: 0.031159 | val_loss: 0.0311741 | Time: 4569.87 ms
[2021-09-30 09:14:43 main:574] : INFO : Epoch 1911 | loss: 0.0311591 | val_loss: 0.0311697 | Time: 4722.69 ms
[2021-09-30 09:14:48 main:574] : INFO : Epoch 1912 | loss: 0.0311591 | val_loss: 0.0311697 | Time: 4767.29 ms
[2021-09-30 09:14:53 main:574] : INFO : Epoch 1913 | loss: 0.0311599 | val_loss: 0.0311719 | Time: 4701.77 ms
[2021-09-30 09:14:57 main:574] : INFO : Epoch 1914 | loss: 0.0311608 | val_loss: 0.0311715 | Time: 4660.1 ms
[2021-09-30 09:15:02 main:574] : INFO : Epoch 1915 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 4653.01 ms
[2021-09-30 09:15:07 main:574] : INFO : Epoch 1916 | loss: 0.031164 | val_loss: 0.0311745 | Time: 4787.52 ms
[2021-09-30 09:15:12 main:574] : INFO : Epoch 1917 | loss: 0.0311675 | val_loss: 0.0311768 | Time: 4812.44 ms
[2021-09-30 09:15:17 main:574] : INFO : Epoch 1918 | loss: 0.0311635 | val_loss: 0.03118 | Time: 4977.24 ms
[2021-09-30 09:15:21 main:574] : INFO : Epoch 1919 | loss: 0.0311644 | val_loss: 0.0311708 | Time: 4688.77 ms
[2021-09-30 09:15:26 main:574] : INFO : Epoch 1920 | loss: 0.0311604 | val_loss: 0.0311706 | Time: 4546.13 ms
[2021-09-30 09:15:31 main:574] : INFO : Epoch 1921 | loss: 0.0311586 | val_loss: 0.0311687 | Time: 4715.31 ms
[2021-09-30 09:15:36 main:574] : INFO : Epoch 1922 | loss: 0.0311583 | val_loss: 0.031171 | Time: 4931.28 ms
[2021-09-30 09:15:40 main:574] : INFO : Epoch 1923 | loss: 0.0311588 | val_loss: 0.0311684 | Time: 4763.01 ms
[2021-09-30 09:15:45 main:574] : INFO : Epoch 1924 | loss: 0.0311598 | val_loss: 0.03117 | Time: 4864.82 ms
[2021-09-30 09:15:50 main:574] : INFO : Epoch 1925 | loss: 0.031161 | val_loss: 0.0311693 | Time: 4615.07 ms
[2021-09-30 09:15:54 main:574] : INFO : Epoch 1926 | loss: 0.0311607 | val_loss: 0.0311687 | Time: 4598.34 ms
[2021-09-30 09:15:59 main:574] : INFO : Epoch 1927 | loss: 0.0311598 | val_loss: 0.0311711 | Time: 4782.14 ms
[2021-09-30 09:16:04 main:574] : INFO : Epoch 1928 | loss: 0.0311597 | val_loss: 0.0311678 | Time: 4741.17 ms
[2021-09-30 09:16:09 main:574] : INFO : Epoch 1929 | loss: 0.0311581 | val_loss: 0.0311686 | Time: 4753.64 ms
[2021-09-30 09:16:14 main:574] : INFO : Epoch 1930 | loss: 0.0311569 | val_loss: 0.0311673 | Time: 4966 ms
[2021-09-30 09:16:18 main:574] : INFO : Epoch 1931 | loss: 0.0311574 | val_loss: 0.03117 | Time: 4431.48 ms
[2021-09-30 09:16:24 main:574] : INFO : Epoch 1932 | loss: 0.0311594 | val_loss: 0.0311719 | Time: 5627.51 ms
[2021-09-30 09:16:28 main:574] : INFO : Epoch 1933 | loss: 0.0311587 | val_loss: 0.0311705 | Time: 4774.11 ms
[2021-09-30 09:16:33 main:574] : INFO : Epoch 1934 | loss: 0.0311586 | val_loss: 0.03117 | Time: 4458.1 ms
[2021-09-30 09:16:37 main:574] : INFO : Epoch 1935 | loss: 0.0311577 | val_loss: 0.0311728 | Time: 4538.12 ms
[2021-09-30 09:16:42 main:574] : INFO : Epoch 1936 | loss: 0.0311566 | val_loss: 0.0311693 | Time: 4961.85 ms
[2021-09-30 09:16:47 main:574] : INFO : Epoch 1937 | loss: 0.0311566 | val_loss: 0.03117 | Time: 4974.43 ms
[2021-09-30 09:16:52 main:574] : INFO : Epoch 1938 | loss: 0.0311561 | val_loss: 0.0311715 | Time: 4556.16 ms
[2021-09-30 09:16:56 main:574] : INFO : Epoch 1939 | loss: 0.0311583 | val_loss: 0.0311686 | Time: 4410.92 ms
[2021-09-30 09:17:01 main:574] : INFO : Epoch 1940 | loss: 0.0311572 | val_loss: 0.0311694 | Time: 4862.96 ms
[2021-09-30 09:17:06 main:574] : INFO : Epoch 1941 | loss: 0.0311572 | val_loss: 0.0311692 | Time: 4701.53 ms
[2021-09-30 09:17:11 main:574] : INFO : Epoch 1942 | loss: 0.0311567 | val_loss: 0.0311703 | Time: 4628.22 ms
[2021-09-30 09:17:15 main:574] : INFO : Epoch 1943 | loss: 0.0311581 | val_loss: 0.0311726 | Time: 4761.2 ms
[2021-09-30 09:17:20 main:574] : INFO : Epoch 1944 | loss: 0.0311578 | val_loss: 0.0311731 | Time: 4874.87 ms
[2021-09-30 09:17:25 main:574] : INFO : Epoch 1945 | loss: 0.0311568 | val_loss: 0.0311705 | Time: 4795.83 ms
[2021-09-30 09:17:30 main:574] : INFO : Epoch 1946 | loss: 0.0311577 | val_loss: 0.0311727 | Time: 5351.19 ms
[2021-09-30 09:17:35 main:574] : INFO : Epoch 1947 | loss: 0.0311602 | val_loss: 0.0311745 | Time: 4709.77 ms
[2021-09-30 09:17:40 main:574] : INFO : Epoch 1948 | loss: 0.0311661 | val_loss: 0.031174 | Time: 4686.87 ms
[2021-09-30 09:17:44 main:574] : INFO : Epoch 1949 | loss: 0.0311634 | val_loss: 0.0311734 | Time: 4599 ms
[2021-09-30 09:17:49 main:574] : INFO : Epoch 1950 | loss: 0.031162 | val_loss: 0.0311755 | Time: 4725.11 ms
[2021-09-30 09:17:54 main:574] : INFO : Epoch 1951 | loss: 0.0311619 | val_loss: 0.0311723 | Time: 4780.89 ms
[2021-09-30 09:17:59 main:574] : INFO : Epoch 1952 | loss: 0.0311609 | val_loss: 0.0311718 | Time: 4621.08 ms
[2021-09-30 09:18:04 main:574] : INFO : Epoch 1953 | loss: 0.0311599 | val_loss: 0.0311759 | Time: 4984.76 ms
[2021-09-30 09:18:08 main:574] : INFO : Epoch 1954 | loss: 0.0311605 | val_loss: 0.0311691 | Time: 4744.7 ms
[2021-09-30 09:18:13 main:574] : INFO : Epoch 1955 | loss: 0.0311616 | val_loss: 0.0311761 | Time: 4680.57 ms
[2021-09-30 09:18:18 main:574] : INFO : Epoch 1956 | loss: 0.0311758 | val_loss: 0.0311763 | Time: 4881.63 ms
[2021-09-30 09:18:23 main:574] : INFO : Epoch 1957 | loss: 0.0311748 | val_loss: 0.0311781 | Time: 4668.78 ms
[2021-09-30 09:18:27 main:574] : INFO : Epoch 1958 | loss: 0.031183 | val_loss: 0.0311882 | Time: 4844.98 ms
[2021-09-30 09:18:32 main:574] : INFO : Epoch 1959 | loss: 0.0311847 | val_loss: 0.0311801 | Time: 4984.22 ms
[2021-09-30 09:18:37 main:574] : INFO : Epoch 1960 | loss: 0.0311814 | val_loss: 0.0311815 | Time: 4926.81 ms
[2021-09-30 09:18:42 main:574] : INFO : Epoch 1961 | loss: 0.0311824 | val_loss: 0.0311859 | Time: 4479.25 ms
[2021-09-30 09:18:46 main:574] : INFO : Epoch 1962 | loss: 0.031188 | val_loss: 0.0311913 | Time: 4480.98 ms
[2021-09-30 09:18:51 main:574] : INFO : Epoch 1963 | loss: 0.0311938 | val_loss: 0.0311962 | Time: 4941.91 ms
[2021-09-30 09:18:56 main:574] : INFO : Epoch 1964 | loss: 0.0311939 | val_loss: 0.0311879 | Time: 4970.94 ms
[2021-09-30 09:19:01 main:574] : INFO : Epoch 1965 | loss: 0.0311882 | val_loss: 0.0311889 | Time: 4631.37 ms
[2021-09-30 09:19:05 main:574] : INFO : Epoch 1966 | loss: 0.0311854 | val_loss: 0.0311882 | Time: 4511.93 ms
[2021-09-30 09:19:10 main:574] : INFO : Epoch 1967 | loss: 0.031183 | val_loss: 0.0311839 | Time: 4807.15 ms
[2021-09-30 09:19:15 main:574] : INFO : Epoch 1968 | loss: 0.0311812 | val_loss: 0.0311849 | Time: 5035.7 ms
[2021-09-30 09:19:20 main:574] : INFO : Epoch 1969 | loss: 0.0311797 | val_loss: 0.0311797 | Time: 4642.14 ms
[2021-09-30 09:19:24 main:574] : INFO : Epoch 1970 | loss: 0.0311777 | val_loss: 0.0311818 | Time: 4422.02 ms
[2021-09-30 09:19:29 main:574] : INFO : Epoch 1971 | loss: 0.0311758 | val_loss: 0.0311798 | Time: 4825.45 ms
[2021-09-30 09:19:34 main:574] : INFO : Epoch 1972 | loss: 0.031175 | val_loss: 0.031179 | Time: 5112.2 ms
[2021-09-30 09:19:39 main:574] : INFO : Epoch 1973 | loss: 0.0311743 | val_loss: 0.0311774 | Time: 4816.23 ms
[2021-09-30 09:19:44 main:574] : INFO : Epoch 1974 | loss: 0.0311735 | val_loss: 0.0311766 | Time: 4878.85 ms
[2021-09-30 09:19:48 main:574] : INFO : Epoch 1975 | loss: 0.0311736 | val_loss: 0.0311779 | Time: 4390 ms
[2021-09-30 09:19:53 main:574] : INFO : Epoch 1976 | loss: 0.0311725 | val_loss: 0.0311769 | Time: 4939.34 ms
[2021-09-30 09:19:58 main:574] : INFO : Epoch 1977 | loss: 0.0311731 | val_loss: 0.031178 | Time: 4728.06 ms
[2021-09-30 09:20:03 main:574] : INFO : Epoch 1978 | loss: 0.0311732 | val_loss: 0.0311821 | Time: 4956.44 ms
[2021-09-30 09:20:08 main:574] : INFO : Epoch 1979 | loss: 0.0311724 | val_loss: 0.0311733 | Time: 4706.13 ms
[2021-09-30 09:20:12 main:574] : INFO : Epoch 1980 | loss: 0.0311735 | val_loss: 0.0311768 | Time: 4631.37 ms
[2021-09-30 09:20:17 main:574] : INFO : Epoch 1981 | loss: 0.0311729 | val_loss: 0.0311746 | Time: 4825.55 ms
[2021-09-30 09:20:22 main:574] : INFO : Epoch 1982 | loss: 0.0311731 | val_loss: 0.031178 | Time: 4772.45 ms
[2021-09-30 09:20:27 main:574] : INFO : Epoch 1983 | loss: 0.0311712 | val_loss: 0.0311744 | Time: 4932.03 ms
[2021-09-30 09:20:32 main:574] : INFO : Epoch 1984 | loss: 0.0311691 | val_loss: 0.0311747 | Time: 4699.01 ms
[2021-09-30 09:20:36 main:574] : INFO : Epoch 1985 | loss: 0.0311704 | val_loss: 0.0311753 | Time: 4851.52 ms
[2021-09-30 09:20:41 main:574] : INFO : Epoch 1986 | loss: 0.0311716 | val_loss: 0.0311796 | Time: 4994.88 ms
[2021-09-30 09:20:46 main:574] : INFO : Epoch 1987 | loss: 0.0311718 | val_loss: 0.0311755 | Time: 4994.49 ms
[2021-09-30 09:20:52 main:574] : INFO : Epoch 1988 | loss: 0.0311718 | val_loss: 0.0311739 | Time: 5105.89 ms
[2021-09-30 09:20:56 main:574] : INFO : Epoch 1989 | loss: 0.0311721 | val_loss: 0.0311749 | Time: 4666.57 ms
[2021-09-30 09:21:01 main:574] : INFO : Epoch 1990 | loss: 0.0311708 | val_loss: 0.0311744 | Time: 4682.42 ms
[2021-09-30 09:21:06 main:574] : INFO : Epoch 1991 | loss: 0.031172 | val_loss: 0.031175 | Time: 4683.47 ms
[2021-09-30 09:21:10 main:574] : INFO : Epoch 1992 | loss: 0.0311718 | val_loss: 0.0311758 | Time: 4632.65 ms
[2021-09-30 09:21:15 main:574] : INFO : Epoch 1993 | loss: 0.0311702 | val_loss: 0.0311763 | Time: 4897.42 ms
[2021-09-30 09:21:20 main:574] : INFO : Epoch 1994 | loss: 0.031173 | val_loss: 0.0311769 | Time: 4874.9 ms
[2021-09-30 09:21:25 main:574] : INFO : Epoch 1995 | loss: 0.0311724 | val_loss: 0.0311742 | Time: 4862.83 ms
[2021-09-30 09:21:30 main:574] : INFO : Epoch 1996 | loss: 0.0311712 | val_loss: 0.0311757 | Time: 5032.47 ms
[2021-09-30 09:21:35 main:574] : INFO : Epoch 1997 | loss: 0.0311726 | val_loss: 0.0311789 | Time: 5137.97 ms
[2021-09-30 09:21:40 main:574] : INFO : Epoch 1998 | loss: 0.0311707 | val_loss: 0.0311741 | Time: 4427.4 ms
[2021-09-30 09:21:45 main:574] : INFO : Epoch 1999 | loss: 0.0311716 | val_loss: 0.031176 | Time: 5470.09 ms
[2021-09-30 09:21:50 main:574] : INFO : Epoch 2000 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 4754.32 ms
[2021-09-30 09:21:55 main:574] : INFO : Epoch 2001 | loss: 0.0311707 | val_loss: 0.0311731 | Time: 4862.72 ms
[2021-09-30 09:22:00 main:574] : INFO : Epoch 2002 | loss: 0.0311683 | val_loss: 0.0311736 | Time: 4895.61 ms
[2021-09-30 09:22:04 main:574] : INFO : Epoch 2003 | loss: 0.0311686 | val_loss: 0.0311733 | Time: 4698.74 ms
[2021-09-30 09:22:09 main:574] : INFO : Epoch 2004 | loss: 0.0311703 | val_loss: 0.0311745 | Time: 4707.29 ms
[2021-09-30 09:22:14 main:574] : INFO : Epoch 2005 | loss: 0.0311679 | val_loss: 0.0311734 | Time: 4791.06 ms
[2021-09-30 09:22:18 main:574] : INFO : Epoch 2006 | loss: 0.0311679 | val_loss: 0.0311736 | Time: 4732.12 ms
[2021-09-30 09:22:23 main:574] : INFO : Epoch 2007 | loss: 0.0311674 | val_loss: 0.0311727 | Time: 4796.33 ms
[2021-09-30 09:22:28 main:574] : INFO : Epoch 2008 | loss: 0.0311664 | val_loss: 0.0311729 | Time: 4661.77 ms
[2021-09-30 09:22:33 main:574] : INFO : Epoch 2009 | loss: 0.0311655 | val_loss: 0.031172 | Time: 4749.3 ms
[2021-09-30 09:22:37 main:574] : INFO : Epoch 2010 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 4787.19 ms
[2021-09-30 09:22:42 main:574] : INFO : Epoch 2011 | loss: 0.0311677 | val_loss: 0.0311727 | Time: 4669.4 ms
[2021-09-30 09:22:47 main:574] : INFO : Epoch 2012 | loss: 0.0311676 | val_loss: 0.0311733 | Time: 4775.33 ms
[2021-09-30 09:22:52 main:574] : INFO : Epoch 2013 | loss: 0.0311681 | val_loss: 0.0311727 | Time: 4817.18 ms
[2021-09-30 09:22:56 main:574] : INFO : Epoch 2014 | loss: 0.0311666 | val_loss: 0.0311767 | Time: 4711.11 ms
[2021-09-30 09:23:02 main:574] : INFO : Epoch 2015 | loss: 0.0311694 | val_loss: 0.0311755 | Time: 5079.15 ms
[2021-09-30 09:23:06 main:574] : INFO : Epoch 2016 | loss: 0.0311776 | val_loss: 0.0311843 | Time: 4744.35 ms
[2021-09-30 09:23:11 main:574] : INFO : Epoch 2017 | loss: 0.0315178 | val_loss: 0.0321222 | Time: 4765.91 ms
[2021-09-30 09:23:16 main:574] : INFO : Epoch 2018 | loss: 0.0344442 | val_loss: 0.0331897 | Time: 4736.25 ms
[2021-09-30 09:23:21 main:574] : INFO : Epoch 2019 | loss: 0.0346725 | val_loss: 0.0319223 | Time: 4731.61 ms
[2021-09-30 09:23:25 main:574] : INFO : Epoch 2020 | loss: 0.0322043 | val_loss: 0.0314677 | Time: 4816.12 ms
[2021-09-30 09:23:30 main:574] : INFO : Epoch 2021 | loss: 0.0313647 | val_loss: 0.0312941 | Time: 4764.47 ms
[2021-09-30 09:23:35 main:574] : INFO : Epoch 2022 | loss: 0.03125 | val_loss: 0.0312218 | Time: 4909.25 ms
[2021-09-30 09:23:40 main:574] : INFO : Epoch 2023 | loss: 0.0312196 | val_loss: 0.0312084 | Time: 4708.77 ms
[2021-09-30 09:23:44 main:574] : INFO : Epoch 2024 | loss: 0.0312095 | val_loss: 0.0312016 | Time: 4369.49 ms
[2021-09-30 09:23:49 main:574] : INFO : Epoch 2025 | loss: 0.0312043 | val_loss: 0.0311983 | Time: 4522.24 ms
[2021-09-30 09:23:53 main:574] : INFO : Epoch 2026 | loss: 0.0312016 | val_loss: 0.0311967 | Time: 4818.18 ms
[2021-09-30 09:23:59 main:574] : INFO : Epoch 2027 | loss: 0.0311995 | val_loss: 0.0311943 | Time: 5097.65 ms
[2021-09-30 09:24:04 main:574] : INFO : Epoch 2028 | loss: 0.0311976 | val_loss: 0.0311924 | Time: 5761.92 ms
[2021-09-30 09:24:11 main:574] : INFO : Epoch 2029 | loss: 0.0311955 | val_loss: 0.0311906 | Time: 6154.69 ms
[2021-09-30 09:24:15 main:574] : INFO : Epoch 2030 | loss: 0.0311945 | val_loss: 0.0311902 | Time: 4935.33 ms
[2021-09-30 09:24:20 main:574] : INFO : Epoch 2031 | loss: 0.0311934 | val_loss: 0.0311892 | Time: 4495.71 ms
[2021-09-30 09:24:25 main:574] : INFO : Epoch 2032 | loss: 0.0311929 | val_loss: 0.0311886 | Time: 4546.11 ms
[2021-09-30 09:24:29 main:574] : INFO : Epoch 2033 | loss: 0.0311922 | val_loss: 0.0311887 | Time: 4684.65 ms
[2021-09-30 09:24:34 main:574] : INFO : Epoch 2034 | loss: 0.0311917 | val_loss: 0.0311891 | Time: 4661.65 ms
[2021-09-30 09:24:38 main:574] : INFO : Epoch 2035 | loss: 0.0311917 | val_loss: 0.0311882 | Time: 4489.12 ms
[2021-09-30 09:24:43 main:574] : INFO : Epoch 2036 | loss: 0.0311911 | val_loss: 0.031189 | Time: 5022.48 ms
[2021-09-30 09:24:48 main:574] : INFO : Epoch 2037 | loss: 0.0311907 | val_loss: 0.0311881 | Time: 4937.93 ms
[2021-09-30 09:24:53 main:574] : INFO : Epoch 2038 | loss: 0.0311901 | val_loss: 0.0311882 | Time: 5059.15 ms
[2021-09-30 09:24:58 main:574] : INFO : Epoch 2039 | loss: 0.0311898 | val_loss: 0.0311882 | Time: 4923.19 ms
[2021-09-30 09:25:03 main:574] : INFO : Epoch 2040 | loss: 0.0311902 | val_loss: 0.0311878 | Time: 4625.37 ms
[2021-09-30 09:25:07 main:574] : INFO : Epoch 2041 | loss: 0.0311895 | val_loss: 0.0311875 | Time: 4476.03 ms
[2021-09-30 09:25:12 main:574] : INFO : Epoch 2042 | loss: 0.0311888 | val_loss: 0.0311869 | Time: 4988.2 ms
[2021-09-30 09:25:17 main:574] : INFO : Epoch 2043 | loss: 0.0311886 | val_loss: 0.0311867 | Time: 4939.25 ms
[2021-09-30 09:25:22 main:574] : INFO : Epoch 2044 | loss: 0.0311885 | val_loss: 0.0311871 | Time: 4733.04 ms
[2021-09-30 09:25:27 main:574] : INFO : Epoch 2045 | loss: 0.031188 | val_loss: 0.0311865 | Time: 4775.3 ms
[2021-09-30 09:25:32 main:574] : INFO : Epoch 2046 | loss: 0.031188 | val_loss: 0.0311866 | Time: 4869.32 ms
[2021-09-30 09:25:37 main:574] : INFO : Epoch 2047 | loss: 0.0311875 | val_loss: 0.0311863 | Time: 4754.67 ms
[2021-09-30 09:25:41 main:574] : INFO : Epoch 2048 | loss: 0.0311876 | val_loss: 0.0311862 | Time: 4493.14 ms
[2021-09-30 09:25:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311862
[2021-09-30 09:25:41 main:603] : INFO : Saving end state to config to file
[2021-09-30 09:25:41 main:608] : INFO : Success, exiting..
09:25:41 (14524): 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)