Task 10945679
| Name | ParityModified-1639962034-16107-2-0_0 |
| Workunit | 8240330 |
| Created | 21 Jan 2022, 21:46:41 UTC |
| Sent | 7 Feb 2022, 5:31:01 UTC |
| Report deadline | 15 Feb 2022, 5:31:01 UTC |
| Received | 7 Feb 2022, 21:34:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18786 |
| Run time | 3 hours 27 min 39 sec |
| CPU time | 2 hours 55 min 58 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> 07 15:42:47 main:574] : INFO : Epoch 1542 | loss: 0.0311581 | val_loss: 0.0311694 | Time: 6064.89 ms [2022-02-07 15:42:54 main:574] : INFO : Epoch 1543 | loss: 0.0311592 | val_loss: 0.0311687 | Time: 6071.25 ms [2022-02-07 15:43:00 main:574] : INFO : Epoch 1544 | loss: 0.0311583 | val_loss: 0.0311697 | Time: 6117.42 ms [2022-02-07 15:43:06 main:574] : INFO : Epoch 1545 | loss: 0.0311583 | val_loss: 0.0311706 | Time: 6017.57 ms [2022-02-07 15:43:12 main:574] : INFO : Epoch 1546 | loss: 0.0311592 | val_loss: 0.0311712 | Time: 6003.95 ms [2022-02-07 15:43:18 main:574] : INFO : Epoch 1547 | loss: 0.0311634 | val_loss: 0.0311718 | Time: 6089.6 ms [2022-02-07 15:43:24 main:574] : INFO : Epoch 1548 | loss: 0.0311627 | val_loss: 0.0311704 | Time: 6078.52 ms [2022-02-07 15:43:30 main:574] : INFO : Epoch 1549 | loss: 0.0311642 | val_loss: 0.0311684 | Time: 5860.74 ms [2022-02-07 15:43:36 main:574] : INFO : Epoch 1550 | loss: 0.0311611 | val_loss: 0.0311691 | Time: 6084.11 ms [2022-02-07 15:43:42 main:574] : INFO : Epoch 1551 | loss: 0.0311596 | val_loss: 0.0311685 | Time: 6125.55 ms [2022-02-07 15:43:48 main:574] : INFO : Epoch 1552 | loss: 0.0311602 | val_loss: 0.0311733 | Time: 6112.14 ms [2022-02-07 15:43:54 main:574] : INFO : Epoch 1553 | loss: 0.0311604 | val_loss: 0.0311692 | Time: 6160.62 ms [2022-02-07 15:44:00 main:574] : INFO : Epoch 1554 | loss: 0.0311597 | val_loss: 0.03117 | Time: 6093.72 ms [2022-02-07 15:44:06 main:574] : INFO : Epoch 1555 | loss: 0.0311606 | val_loss: 0.0311686 | Time: 6029.27 ms [2022-02-07 15:44:12 main:574] : INFO : Epoch 1556 | loss: 0.0311586 | val_loss: 0.0311697 | Time: 6029.4 ms [2022-02-07 15:44:19 main:574] : INFO : Epoch 1557 | loss: 0.0311576 | val_loss: 0.0311709 | Time: 6108.35 ms [2022-02-07 15:44:25 main:574] : INFO : Epoch 1558 | loss: 0.0311571 | val_loss: 0.0311713 | Time: 6162.52 ms [2022-02-07 15:44:31 main:574] : INFO : Epoch 1559 | loss: 0.0311574 | val_loss: 0.0311726 | Time: 6038.98 ms [2022-02-07 15:44:37 main:574] : INFO : Epoch 1560 | loss: 0.0311562 | val_loss: 0.0311708 | Time: 6041.56 ms [2022-02-07 15:44:43 main:574] : INFO : Epoch 1561 | loss: 0.0311613 | val_loss: 0.0311706 | Time: 6147.29 ms [2022-02-07 15:44:49 main:574] : INFO : Epoch 1562 | loss: 0.0311629 | val_loss: 0.0311725 | Time: 6073.15 ms [2022-02-07 15:44:55 main:574] : INFO : Epoch 1563 | loss: 0.0311616 | val_loss: 0.0311696 | Time: 6188.52 ms [2022-02-07 15:45:01 main:574] : INFO : Epoch 1564 | loss: 0.0311583 | val_loss: 0.0311696 | Time: 6014.06 ms [2022-02-07 15:45:07 main:574] : INFO : Epoch 1565 | loss: 0.0311579 | val_loss: 0.0311689 | Time: 5946.05 ms [2022-02-07 15:45:14 main:574] : INFO : Epoch 1566 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 6075.5 ms [2022-02-07 15:45:20 main:574] : INFO : Epoch 1567 | loss: 0.0311587 | val_loss: 0.0311709 | Time: 6057.96 ms [2022-02-07 15:45:26 main:574] : INFO : Epoch 1568 | loss: 0.0311593 | val_loss: 0.0311736 | Time: 5978.22 ms [2022-02-07 15:45:32 main:574] : INFO : Epoch 1569 | loss: 0.0311603 | val_loss: 0.0311697 | Time: 6111.94 ms [2022-02-07 15:45:38 main:574] : INFO : Epoch 1570 | loss: 0.0311556 | val_loss: 0.0311701 | Time: 6015.54 ms [2022-02-07 15:45:44 main:574] : INFO : Epoch 1571 | loss: 0.0311547 | val_loss: 0.0311697 | Time: 6046.14 ms [2022-02-07 15:45:50 main:574] : INFO : Epoch 1572 | loss: 0.0311551 | val_loss: 0.0311703 | Time: 6010.52 ms [2022-02-07 15:45:56 main:574] : INFO : Epoch 1573 | loss: 0.0311547 | val_loss: 0.0311715 | Time: 6025.95 ms [2022-02-07 15:46:02 main:574] : INFO : Epoch 1574 | loss: 0.0311551 | val_loss: 0.0311697 | Time: 6060.2 ms [2022-02-07 15:46:08 main:574] : INFO : Epoch 1575 | loss: 0.0311549 | val_loss: 0.0311704 | Time: 6093.56 ms [2022-02-07 15:46:14 main:574] : INFO : Epoch 1576 | loss: 0.0311531 | val_loss: 0.031172 | Time: 5932.43 ms [2022-02-07 15:46:20 main:574] : INFO : Epoch 1577 | loss: 0.0311574 | val_loss: 0.0311713 | Time: 5997.34 ms [2022-02-07 15:46:26 main:574] : INFO : Epoch 1578 | loss: 0.031159 | val_loss: 0.0311693 | Time: 6097.21 ms [2022-02-07 15:46:32 main:574] : INFO : Epoch 1579 | loss: 0.031157 | val_loss: 0.0311713 | Time: 6202.17 ms [2022-02-07 15:46:39 main:574] : INFO : Epoch 1580 | loss: 0.0311565 | val_loss: 0.0311754 | Time: 6204.9 ms [2022-02-07 15:46:45 main:574] : INFO : Epoch 1581 | loss: 0.0311605 | val_loss: 0.0311724 | Time: 6232.78 ms [2022-02-07 15:46:51 main:574] : INFO : Epoch 1582 | loss: 0.0311586 | val_loss: 0.0311716 | Time: 6074.88 ms [2022-02-07 15:46:57 main:574] : INFO : Epoch 1583 | loss: 0.0311581 | val_loss: 0.0311726 | Time: 6075.67 ms [2022-02-07 15:47:03 main:574] : INFO : Epoch 1584 | loss: 0.0311583 | val_loss: 0.0311719 | Time: 5965.66 ms [2022-02-07 15:47:09 main:574] : INFO : Epoch 1585 | loss: 0.0311564 | val_loss: 0.0311723 | Time: 6092.83 ms [2022-02-07 15:47:15 main:574] : INFO : Epoch 1586 | loss: 0.0311571 | val_loss: 0.0311697 | Time: 6162.72 ms [2022-02-07 15:47:21 main:574] : INFO : Epoch 1587 | loss: 0.0311556 | val_loss: 0.0311684 | Time: 6118.75 ms [2022-02-07 15:47:28 main:574] : INFO : Epoch 1588 | loss: 0.0311552 | val_loss: 0.0311714 | Time: 6093.04 ms [2022-02-07 15:47:34 main:574] : INFO : Epoch 1589 | loss: 0.031156 | val_loss: 0.0311721 | Time: 5993.4 ms [2022-02-07 15:47:40 main:574] : INFO : Epoch 1590 | loss: 0.0311565 | val_loss: 0.0311751 | Time: 6065.54 ms [2022-02-07 15:47:46 main:574] : INFO : Epoch 1591 | loss: 0.0311565 | val_loss: 0.0311739 | Time: 5948.32 ms [2022-02-07 15:47:52 main:574] : INFO : Epoch 1592 | loss: 0.0311538 | val_loss: 0.0311726 | Time: 6069.48 ms [2022-02-07 15:47:58 main:574] : INFO : Epoch 1593 | loss: 0.0311585 | val_loss: 0.0311701 | Time: 5992.95 ms [2022-02-07 15:48:04 main:574] : INFO : Epoch 1594 | loss: 0.0311567 | val_loss: 0.0311706 | Time: 6055.81 ms [2022-02-07 15:48:10 main:574] : INFO : Epoch 1595 | loss: 0.0311562 | val_loss: 0.0311728 | Time: 6015.91 ms [2022-02-07 15:48:16 main:574] : INFO : Epoch 1596 | loss: 0.0311542 | val_loss: 0.0311735 | Time: 6003.8 ms [2022-02-07 15:48:22 main:574] : INFO : Epoch 1597 | loss: 0.0311545 | val_loss: 0.0311682 | Time: 6083.62 ms [2022-02-07 15:48:28 main:574] : INFO : Epoch 1598 | loss: 0.0311552 | val_loss: 0.0311705 | Time: 6110.54 ms [2022-02-07 15:48:34 main:574] : INFO : Epoch 1599 | loss: 0.0311551 | val_loss: 0.0311726 | Time: 6109.92 ms [2022-02-07 15:48:40 main:574] : INFO : Epoch 1600 | loss: 0.0311547 | val_loss: 0.0311709 | Time: 5960.08 ms [2022-02-07 15:48:46 main:574] : INFO : Epoch 1601 | loss: 0.0311549 | val_loss: 0.0311698 | Time: 6051.47 ms [2022-02-07 15:48:52 main:574] : INFO : Epoch 1602 | loss: 0.0311535 | val_loss: 0.0311701 | Time: 5945.55 ms [2022-02-07 15:48:58 main:574] : INFO : Epoch 1603 | loss: 0.0311528 | val_loss: 0.0311686 | Time: 6135.22 ms [2022-02-07 15:49:04 main:574] : INFO : Epoch 1604 | loss: 0.0311558 | val_loss: 0.0311697 | Time: 6006.14 ms [2022-02-07 15:49:10 main:574] : INFO : Epoch 1605 | loss: 0.0311593 | val_loss: 0.0311712 | Time: 6032.91 ms [2022-02-07 15:49:16 main:574] : INFO : Epoch 1606 | loss: 0.031162 | val_loss: 0.0311693 | Time: 6073.69 ms [2022-02-07 15:49:23 main:574] : INFO : Epoch 1607 | loss: 0.0311591 | val_loss: 0.0311706 | Time: 6162.72 ms [2022-02-07 15:49:29 main:574] : INFO : Epoch 1608 | loss: 0.0311586 | val_loss: 0.031171 | Time: 6125.93 ms [2022-02-07 15:49:35 main:574] : INFO : Epoch 1609 | loss: 0.0311588 | val_loss: 0.0311712 | Time: 6257.99 ms [2022-02-07 15:49:41 main:574] : INFO : Epoch 1610 | loss: 0.031157 | val_loss: 0.0311699 | Time: 6099.21 ms [2022-02-07 15:49:47 main:574] : INFO : Epoch 1611 | loss: 0.0311574 | val_loss: 0.0311713 | Time: 6052.94 ms [2022-02-07 15:49:53 main:574] : INFO : Epoch 1612 | loss: 0.0311557 | val_loss: 0.0311713 | Time: 5939.87 ms [2022-02-07 15:49:59 main:574] : INFO : Epoch 1613 | loss: 0.0311559 | val_loss: 0.0311705 | Time: 6011.71 ms [2022-02-07 15:50:05 main:574] : INFO : Epoch 1614 | loss: 0.0311565 | val_loss: 0.031169 | Time: 6086.45 ms [2022-02-07 15:50:11 main:574] : INFO : Epoch 1615 | loss: 0.0311609 | val_loss: 0.0311713 | Time: 6087.47 ms [2022-02-07 15:50:17 main:574] : INFO : Epoch 1616 | loss: 0.0311699 | val_loss: 0.0311811 | Time: 5945.58 ms [2022-02-07 15:50:24 main:574] : INFO : Epoch 1617 | loss: 0.0311795 | val_loss: 0.0311771 | Time: 6148.45 ms [2022-02-07 15:50:29 main:574] : INFO : Epoch 1618 | loss: 0.0311701 | val_loss: 0.0311738 | Time: 5867.35 ms [2022-02-07 15:50:36 main:574] : INFO : Epoch 1619 | loss: 0.0311691 | val_loss: 0.031176 | Time: 6023.68 ms [2022-02-07 15:50:42 main:574] : INFO : Epoch 1620 | loss: 0.0311646 | val_loss: 0.0311712 | Time: 6174.16 ms [2022-02-07 15:50:48 main:574] : INFO : Epoch 1621 | loss: 0.0311621 | val_loss: 0.0311715 | Time: 5934.02 ms [2022-02-07 15:50:54 main:574] : INFO : Epoch 1622 | loss: 0.0311608 | val_loss: 0.0311713 | Time: 6061.12 ms [2022-02-07 15:51:00 main:574] : INFO : Epoch 1623 | loss: 0.03116 | val_loss: 0.0311759 | Time: 6182.74 ms [2022-02-07 15:51:06 main:574] : INFO : Epoch 1624 | loss: 0.0311603 | val_loss: 0.0311752 | Time: 6069.25 ms [2022-02-07 15:51:12 main:574] : INFO : Epoch 1625 | loss: 0.0311604 | val_loss: 0.031172 | Time: 5832.05 ms [2022-02-07 15:51:18 main:574] : INFO : Epoch 1626 | loss: 0.0311632 | val_loss: 0.031171 | Time: 6128.78 ms [2022-02-07 15:51:24 main:574] : INFO : Epoch 1627 | loss: 0.0311614 | val_loss: 0.0311704 | Time: 6048.5 ms [2022-02-07 15:51:30 main:574] : INFO : Epoch 1628 | loss: 0.0311603 | val_loss: 0.0311702 | Time: 6083.52 ms [2022-02-07 15:51:36 main:574] : INFO : Epoch 1629 | loss: 0.0311635 | val_loss: 0.0311724 | Time: 5868.33 ms [2022-02-07 15:51:42 main:574] : INFO : Epoch 1630 | loss: 0.0311717 | val_loss: 0.0311718 | Time: 6121.15 ms [2022-02-07 15:51:48 main:574] : INFO : Epoch 1631 | loss: 0.0311683 | val_loss: 0.0311729 | Time: 5926.68 ms [2022-02-07 15:51:54 main:574] : INFO : Epoch 1632 | loss: 0.0311679 | val_loss: 0.031176 | Time: 6131.61 ms [2022-02-07 15:52:00 main:574] : INFO : Epoch 1633 | loss: 0.0311667 | val_loss: 0.0311765 | Time: 6103.66 ms [2022-02-07 15:52:06 main:574] : INFO : Epoch 1634 | loss: 0.0311696 | val_loss: 0.0311737 | Time: 6060.2 ms [2022-02-07 15:52:13 main:574] : INFO : Epoch 1635 | loss: 0.0311688 | val_loss: 0.0311734 | Time: 6150.42 ms [2022-02-07 15:52:19 main:574] : INFO : Epoch 1636 | loss: 0.0311646 | val_loss: 0.0311718 | Time: 6098.44 ms [2022-02-07 15:52:25 main:574] : INFO : Epoch 1637 | loss: 0.0311647 | val_loss: 0.0311778 | Time: 6067.06 ms [2022-02-07 15:52:31 main:574] : INFO : Epoch 1638 | loss: 0.0311642 | val_loss: 0.0311713 | Time: 6078.68 ms [2022-02-07 15:52:37 main:574] : INFO : Epoch 1639 | loss: 0.0311645 | val_loss: 0.0311676 | Time: 6004 ms [2022-02-07 15:52:43 main:574] : INFO : Epoch 1640 | loss: 0.031163 | val_loss: 0.0311724 | Time: 5981.41 ms [2022-02-07 15:52:49 main:574] : INFO : Epoch 1641 | loss: 0.0311623 | val_loss: 0.0311715 | Time: 6059.92 ms [2022-02-07 15:52:55 main:574] : INFO : Epoch 1642 | loss: 0.0311616 | val_loss: 0.0311744 | Time: 6145.85 ms [2022-02-07 15:53:01 main:574] : INFO : Epoch 1643 | loss: 0.0311642 | val_loss: 0.0311766 | Time: 6151.93 ms [2022-02-07 15:53:08 main:574] : INFO : Epoch 1644 | loss: 0.0311646 | val_loss: 0.0311735 | Time: 6159.12 ms [2022-02-07 15:53:14 main:574] : INFO : Epoch 1645 | loss: 0.0311645 | val_loss: 0.0311753 | Time: 6099.29 ms [2022-02-07 15:53:20 main:574] : INFO : Epoch 1646 | loss: 0.0311646 | val_loss: 0.0311742 | Time: 6028.39 ms [2022-02-07 15:53:26 main:574] : INFO : Epoch 1647 | loss: 0.0311642 | val_loss: 0.0311708 | Time: 6050.09 ms [2022-02-07 15:53:32 main:574] : INFO : Epoch 1648 | loss: 0.0311622 | val_loss: 0.0311716 | Time: 6073.5 ms [2022-02-07 15:53:38 main:574] : INFO : Epoch 1649 | loss: 0.0311622 | val_loss: 0.0311687 | Time: 6212.27 ms [2022-02-07 15:53:44 main:574] : INFO : Epoch 1650 | loss: 0.031163 | val_loss: 0.0311754 | Time: 5953.64 ms [2022-02-07 15:53:50 main:574] : INFO : Epoch 1651 | loss: 0.0311615 | val_loss: 0.0311712 | Time: 6083.8 ms [2022-02-07 15:53:56 main:574] : INFO : Epoch 1652 | loss: 0.0311612 | val_loss: 0.0311719 | Time: 6118.65 ms [2022-02-07 15:54:02 main:574] : INFO : Epoch 1653 | loss: 0.0311619 | val_loss: 0.0311725 | Time: 6119.82 ms [2022-02-07 15:54:09 main:574] : INFO : Epoch 1654 | loss: 0.031162 | val_loss: 0.031177 | Time: 6124.58 ms [2022-02-07 15:54:15 main:574] : INFO : Epoch 1655 | loss: 0.0311613 | val_loss: 0.0311723 | Time: 6147.87 ms [2022-02-07 15:54:21 main:574] : INFO : Epoch 1656 | loss: 0.0311591 | val_loss: 0.0311735 | Time: 6092.84 ms [2022-02-07 15:54:27 main:574] : INFO : Epoch 1657 | loss: 0.0311581 | val_loss: 0.0311737 | Time: 6054.2 ms [2022-02-07 15:54:33 main:574] : INFO : Epoch 1658 | loss: 0.0311567 | val_loss: 0.0311717 | Time: 6054.47 ms [2022-02-07 15:54:39 main:574] : INFO : Epoch 1659 | loss: 0.031157 | val_loss: 0.0311728 | Time: 5928.31 ms [2022-02-07 15:54:45 main:574] : INFO : Epoch 1660 | loss: 0.0311584 | val_loss: 0.0311717 | Time: 6015.13 ms [2022-02-07 15:54:51 main:574] : INFO : Epoch 1661 | loss: 0.0311571 | val_loss: 0.0311703 | Time: 6056.81 ms [2022-02-07 15:54:57 main:574] : INFO : Epoch 1662 | loss: 0.0311561 | val_loss: 0.0311709 | Time: 6036.22 ms [2022-02-07 15:55:03 main:574] : INFO : Epoch 1663 | loss: 0.0311554 | val_loss: 0.0311721 | Time: 6064.14 ms [2022-02-07 15:55:09 main:574] : INFO : Epoch 1664 | loss: 0.0311549 | val_loss: 0.0311732 | Time: 6177.58 ms [2022-02-07 15:55:15 main:574] : INFO : Epoch 1665 | loss: 0.0311553 | val_loss: 0.0311735 | Time: 5989.66 ms [2022-02-07 15:55:21 main:574] : INFO : Epoch 1666 | loss: 0.0311558 | val_loss: 0.0311707 | Time: 5955.4 ms [2022-02-07 15:55:27 main:574] : INFO : Epoch 1667 | loss: 0.0311549 | val_loss: 0.031172 | Time: 6134.26 ms [2022-02-07 15:55:33 main:574] : INFO : Epoch 1668 | loss: 0.0311546 | val_loss: 0.0311718 | Time: 5820.6 ms [2022-02-07 15:55:39 main:574] : INFO : Epoch 1669 | loss: 0.0311659 | val_loss: 0.0311825 | Time: 6016.57 ms [2022-02-07 15:55:45 main:574] : INFO : Epoch 1670 | loss: 0.0311763 | val_loss: 0.0311775 | Time: 6070.41 ms [2022-02-07 15:55:52 main:574] : INFO : Epoch 1671 | loss: 0.0311758 | val_loss: 0.031185 | Time: 6018.86 ms [2022-02-07 15:55:58 main:574] : INFO : Epoch 1672 | loss: 0.0311717 | val_loss: 0.0311733 | Time: 6069.63 ms [2022-02-07 15:56:03 main:574] : INFO : Epoch 1673 | loss: 0.0311668 | val_loss: 0.0311731 | Time: 5819.88 ms [2022-02-07 15:56:09 main:574] : INFO : Epoch 1674 | loss: 0.0311648 | val_loss: 0.0311719 | Time: 5973.42 ms [2022-02-07 15:56:16 main:574] : INFO : Epoch 1675 | loss: 0.0311689 | val_loss: 0.031181 | Time: 6134.07 ms [2022-02-07 15:56:22 main:574] : INFO : Epoch 1676 | loss: 0.0311725 | val_loss: 0.0311738 | Time: 5943.92 ms [2022-02-07 15:56:27 main:574] : INFO : Epoch 1677 | loss: 0.03117 | val_loss: 0.0311748 | Time: 5916.52 ms [2022-02-07 15:56:34 main:574] : INFO : Epoch 1678 | loss: 0.0311692 | val_loss: 0.0311753 | Time: 6068.38 ms [2022-02-07 15:56:39 main:574] : INFO : Epoch 1679 | loss: 0.0311697 | val_loss: 0.0311797 | Time: 5914.95 ms [2022-02-07 15:56:46 main:574] : INFO : Epoch 1680 | loss: 0.0311786 | val_loss: 0.0311918 | Time: 6085.19 ms [2022-02-07 15:56:52 main:574] : INFO : Epoch 1681 | loss: 0.0311974 | val_loss: 0.0311932 | Time: 6076.18 ms [2022-02-07 15:56:58 main:574] : INFO : Epoch 1682 | loss: 0.0311971 | val_loss: 0.0311917 | Time: 6022.9 ms [2022-02-07 15:57:04 main:574] : INFO : Epoch 1683 | loss: 0.0311938 | val_loss: 0.0311876 | Time: 6000.98 ms [2022-02-07 15:57:10 main:574] : INFO : Epoch 1684 | loss: 0.0311903 | val_loss: 0.0311834 | Time: 5921 ms [2022-02-07 15:57:16 main:574] : INFO : Epoch 1685 | loss: 0.0311868 | val_loss: 0.0311831 | Time: 6027.55 ms [2022-02-07 15:57:22 main:574] : INFO : Epoch 1686 | loss: 0.0311856 | val_loss: 0.0311856 | Time: 6073.77 ms [2022-02-07 15:57:28 main:574] : INFO : Epoch 1687 | loss: 0.0311855 | val_loss: 0.0311852 | Time: 6070.06 ms [2022-02-07 15:57:34 main:574] : INFO : Epoch 1688 | loss: 0.0311839 | val_loss: 0.0311841 | Time: 6051.54 ms [2022-02-07 15:57:40 main:574] : INFO : Epoch 1689 | loss: 0.0311825 | val_loss: 0.0311865 | Time: 5973.54 ms [2022-02-07 15:57:46 main:574] : INFO : Epoch 1690 | loss: 0.0311829 | val_loss: 0.0311853 | Time: 6044.43 ms [2022-02-07 15:57:52 main:574] : INFO : Epoch 1691 | loss: 0.0311842 | val_loss: 0.0311839 | Time: 6122.59 ms [2022-02-07 15:57:58 main:574] : INFO : Epoch 1692 | loss: 0.0311828 | val_loss: 0.0311869 | Time: 5914.27 ms [2022-02-07 15:58:04 main:574] : INFO : Epoch 1693 | loss: 0.0311811 | val_loss: 0.0311864 | Time: 6060.43 ms [2022-02-07 15:58:10 main:574] : INFO : Epoch 1694 | loss: 0.0311802 | val_loss: 0.0311869 | Time: 5957.51 ms [2022-02-07 15:58:16 main:574] : INFO : Epoch 1695 | loss: 0.031179 | val_loss: 0.0311887 | Time: 6146.88 ms [2022-02-07 15:58:22 main:574] : INFO : Epoch 1696 | loss: 0.0311797 | val_loss: 0.0311843 | Time: 6071.82 ms [2022-02-07 15:58:28 main:574] : INFO : Epoch 1697 | loss: 0.0311778 | val_loss: 0.0311852 | Time: 6104.06 ms [2022-02-07 15:58:35 main:574] : INFO : Epoch 1698 | loss: 0.0311778 | val_loss: 0.0311904 | Time: 6137.33 ms [2022-02-07 15:58:41 main:574] : INFO : Epoch 1699 | loss: 0.0311801 | val_loss: 0.0311848 | Time: 6047.74 ms [2022-02-07 15:58:47 main:574] : INFO : Epoch 1700 | loss: 0.0311776 | val_loss: 0.0311841 | Time: 6093.01 ms [2022-02-07 15:58:53 main:574] : INFO : Epoch 1701 | loss: 0.0311752 | val_loss: 0.0311838 | Time: 6042.97 ms [2022-02-07 15:58:59 main:574] : INFO : Epoch 1702 | loss: 0.0311748 | val_loss: 0.0311833 | Time: 6001.79 ms [2022-02-07 15:59:05 main:574] : INFO : Epoch 1703 | loss: 0.0311757 | val_loss: 0.0311837 | Time: 5871.51 ms [2022-02-07 15:59:11 main:574] : INFO : Epoch 1704 | loss: 0.0311785 | val_loss: 0.0311831 | Time: 6076.92 ms [2022-02-07 15:59:17 main:574] : INFO : Epoch 1705 | loss: 0.0311781 | val_loss: 0.0311814 | Time: 6101.92 ms [2022-02-07 15:59:23 main:574] : INFO : Epoch 1706 | loss: 0.0311767 | val_loss: 0.0311833 | Time: 6112.25 ms [2022-02-07 15:59:29 main:574] : INFO : Epoch 1707 | loss: 0.0311784 | val_loss: 0.0311934 | Time: 6134.77 ms [2022-02-07 15:59:35 main:574] : INFO : Epoch 1708 | loss: 0.0311787 | val_loss: 0.0311856 | Time: 6164.04 ms [2022-02-07 15:59:42 main:574] : INFO : Epoch 1709 | loss: 0.0311856 | val_loss: 0.0311882 | Time: 6119.59 ms [2022-02-07 15:59:48 main:574] : INFO : Epoch 1710 | loss: 0.0311841 | val_loss: 0.0311845 | Time: 6098.89 ms [2022-02-07 15:59:54 main:574] : INFO : Epoch 1711 | loss: 0.03118 | val_loss: 0.0311836 | Time: 6039.88 ms [2022-02-07 16:00:00 main:574] : INFO : Epoch 1712 | loss: 0.0311774 | val_loss: 0.0311847 | Time: 6097.63 ms [2022-02-07 16:00:06 main:574] : INFO : Epoch 1713 | loss: 0.0311771 | val_loss: 0.0311824 | Time: 6222.61 ms [2022-02-07 16:00:12 main:574] : INFO : Epoch 1714 | loss: 0.0311742 | val_loss: 0.0311811 | Time: 6142.85 ms [2022-02-07 16:00:18 main:574] : INFO : Epoch 1715 | loss: 0.0311735 | val_loss: 0.0311843 | Time: 6053.33 ms [2022-02-07 16:00:24 main:574] : INFO : Epoch 1716 | loss: 0.0311746 | val_loss: 0.0311838 | Time: 6117.31 ms [2022-02-07 16:00:30 main:574] : INFO : Epoch 1717 | loss: 0.0311734 | val_loss: 0.0311812 | Time: 6072.3 ms [2022-02-07 16:00:37 main:574] : INFO : Epoch 1718 | loss: 0.0311718 | val_loss: 0.0311821 | Time: 6095.51 ms [2022-02-07 16:00:43 main:574] : INFO : Epoch 1719 | loss: 0.0311706 | val_loss: 0.0311814 | Time: 6097.27 ms [2022-02-07 16:00:49 main:574] : INFO : Epoch 1720 | loss: 0.0311702 | val_loss: 0.0311834 | Time: 6019.39 ms [2022-02-07 16:00:55 main:574] : INFO : Epoch 1721 | loss: 0.0311709 | val_loss: 0.0311812 | Time: 6088.27 ms [2022-02-07 16:01:01 main:574] : INFO : Epoch 1722 | loss: 0.0311712 | val_loss: 0.0311822 | Time: 6012.69 ms [2022-02-07 16:01:07 main:574] : INFO : Epoch 1723 | loss: 0.0311707 | val_loss: 0.0311865 | Time: 6059.39 ms [2022-02-07 16:01:13 main:574] : INFO : Epoch 1724 | loss: 0.0311731 | val_loss: 0.0311839 | Time: 6139.71 ms [2022-02-07 16:01:19 main:574] : INFO : Epoch 1725 | loss: 0.0311722 | val_loss: 0.0311848 | Time: 5959.12 ms [2022-02-07 16:01:25 main:574] : INFO : Epoch 1726 | loss: 0.0311737 | val_loss: 0.0311852 | Time: 5963.71 ms [2022-02-07 16:01:31 main:574] : INFO : Epoch 1727 | loss: 0.0311762 | val_loss: 0.0311841 | Time: 6125.73 ms [2022-02-07 16:01:37 main:574] : INFO : Epoch 1728 | loss: 0.0311749 | val_loss: 0.0311839 | Time: 6078.65 ms [2022-02-07 16:01:43 main:574] : INFO : Epoch 1729 | loss: 0.0311725 | val_loss: 0.0311824 | Time: 6005.87 ms [2022-02-07 16:01:49 main:574] : INFO : Epoch 1730 | loss: 0.0311728 | val_loss: 0.0311824 | Time: 5945.16 ms [2022-02-07 16:01:55 main:574] : INFO : Epoch 1731 | loss: 0.0311756 | val_loss: 0.0311819 | Time: 6072 ms [2022-02-07 16:02:01 main:574] : INFO : Epoch 1732 | loss: 0.0311748 | val_loss: 0.0311819 | Time: 6041.88 ms [2022-02-07 16:02:07 main:574] : INFO : Epoch 1733 | loss: 0.0311732 | val_loss: 0.0311816 | Time: 6113.09 ms [2022-02-07 16:02:13 main:574] : INFO : Epoch 1734 | loss: 0.0311705 | val_loss: 0.0311808 | Time: 5963.11 ms [2022-02-07 16:02:20 main:574] : INFO : Epoch 1735 | loss: 0.0311706 | val_loss: 0.0311818 | Time: 6071.44 ms [2022-02-07 16:02:26 main:574] : INFO : Epoch 1736 | loss: 0.0311704 | val_loss: 0.03118 | Time: 6082.52 ms [2022-02-07 16:02:32 main:574] : INFO : Epoch 1737 | loss: 0.0311679 | val_loss: 0.03118 | Time: 6152.95 ms [2022-02-07 16:02:38 main:574] : INFO : Epoch 1738 | loss: 0.0311693 | val_loss: 0.0311805 | Time: 6006.64 ms [2022-02-07 16:02:44 main:574] : INFO : Epoch 1739 | loss: 0.0311713 | val_loss: 0.0311807 | Time: 5912.39 ms [2022-02-07 16:02:50 main:574] : INFO : Epoch 1740 | loss: 0.0311695 | val_loss: 0.031181 | Time: 6049.47 ms [2022-02-07 16:02:56 main:574] : INFO : Epoch 1741 | loss: 0.0311719 | val_loss: 0.0311775 | Time: 5988.75 ms [2022-02-07 16:03:02 main:574] : INFO : Epoch 1742 | loss: 0.0311702 | val_loss: 0.0311802 | Time: 6102.16 ms [2022-02-07 16:03:08 main:574] : INFO : Epoch 1743 | loss: 0.031172 | val_loss: 0.0311799 | Time: 6175.39 ms [2022-02-07 16:03:14 main:574] : INFO : Epoch 1744 | loss: 0.0311694 | val_loss: 0.0311799 | Time: 6024.29 ms [2022-02-07 16:03:20 main:574] : INFO : Epoch 1745 | loss: 0.0311693 | val_loss: 0.0311813 | Time: 6113.71 ms [2022-02-07 16:03:26 main:574] : INFO : Epoch 1746 | loss: 0.0311692 | val_loss: 0.0311769 | Time: 5930.09 ms [2022-02-07 16:03:32 main:574] : INFO : Epoch 1747 | loss: 0.0311692 | val_loss: 0.0311792 | Time: 6014.94 ms [2022-02-07 16:03:38 main:574] : INFO : Epoch 1748 | loss: 0.0311673 | val_loss: 0.031179 | Time: 6036.85 ms [2022-02-07 16:03:44 main:574] : INFO : Epoch 1749 | loss: 0.0311668 | val_loss: 0.0311777 | Time: 6031.92 ms [2022-02-07 16:03:50 main:574] : INFO : Epoch 1750 | loss: 0.0311695 | val_loss: 0.0311845 | Time: 5832.5 ms [2022-02-07 16:03:56 main:574] : INFO : Epoch 1751 | loss: 0.0311694 | val_loss: 0.0311806 | Time: 6052.06 ms [2022-02-07 16:04:02 main:574] : INFO : Epoch 1752 | loss: 0.0311659 | val_loss: 0.031177 | Time: 6031.54 ms [2022-02-07 16:04:08 main:574] : INFO : Epoch 1753 | loss: 0.0311663 | val_loss: 0.0311787 | Time: 6013.57 ms [2022-02-07 16:04:14 main:574] : INFO : Epoch 1754 | loss: 0.0311643 | val_loss: 0.0311797 | Time: 6116.43 ms [2022-02-07 16:04:21 main:574] : INFO : Epoch 1755 | loss: 0.0311655 | val_loss: 0.031179 | Time: 6082.16 ms [2022-02-07 16:04:27 main:574] : INFO : Epoch 1756 | loss: 0.0311652 | val_loss: 0.0311791 | Time: 5999.34 ms [2022-02-07 16:04:33 main:574] : INFO : Epoch 1757 | loss: 0.0311653 | val_loss: 0.0311799 | Time: 6068.95 ms [2022-02-07 16:04:39 main:574] : INFO : Epoch 1758 | loss: 0.0311683 | val_loss: 0.0311773 | Time: 5794.77 ms [2022-02-07 16:04:45 main:574] : INFO : Epoch 1759 | loss: 0.0311685 | val_loss: 0.0311797 | Time: 6096.89 ms [2022-02-07 16:04:51 main:574] : INFO : Epoch 1760 | loss: 0.0311699 | val_loss: 0.0311797 | Time: 6048.69 ms [2022-02-07 16:04:57 main:574] : INFO : Epoch 1761 | loss: 0.0311691 | val_loss: 0.0311802 | Time: 5989.61 ms [2022-02-07 16:05:03 main:574] : INFO : Epoch 1762 | loss: 0.0311691 | val_loss: 0.0311825 | Time: 6108.92 ms [2022-02-07 16:05:09 main:574] : INFO : Epoch 1763 | loss: 0.0311678 | val_loss: 0.0311775 | Time: 6028.71 ms [2022-02-07 16:05:15 main:574] : INFO : Epoch 1764 | loss: 0.0311647 | val_loss: 0.0311796 | Time: 6062.81 ms [2022-02-07 16:05:21 main:574] : INFO : Epoch 1765 | loss: 0.031167 | val_loss: 0.0311776 | Time: 6028.34 ms [2022-02-07 16:05:27 main:574] : INFO : Epoch 1766 | loss: 0.0311647 | val_loss: 0.0311796 | Time: 6108.77 ms [2022-02-07 16:05:33 main:574] : INFO : Epoch 1767 | loss: 0.0311652 | val_loss: 0.0311792 | Time: 6124.65 ms [2022-02-07 16:05:39 main:574] : INFO : Epoch 1768 | loss: 0.031169 | val_loss: 0.0311784 | Time: 5875.55 ms [2022-02-07 16:05:45 main:574] : INFO : Epoch 1769 | loss: 0.0311656 | val_loss: 0.031178 | Time: 6137.07 ms [2022-02-07 16:05:51 main:574] : INFO : Epoch 1770 | loss: 0.0311641 | val_loss: 0.0311788 | Time: 5860.61 ms [2022-02-07 16:05:57 main:574] : INFO : Epoch 1771 | loss: 0.0311641 | val_loss: 0.0311786 | Time: 6068.4 ms [2022-02-07 16:06:03 main:574] : INFO : Epoch 1772 | loss: 0.0311651 | val_loss: 0.0311781 | Time: 6032.65 ms [2022-02-07 16:06:10 main:574] : INFO : Epoch 1773 | loss: 0.0311664 | val_loss: 0.0311783 | Time: 6089.68 ms [2022-02-07 16:06:17 main:574] : INFO : Epoch 1774 | loss: 0.0311635 | val_loss: 0.0311778 | Time: 7752.69 ms [2022-02-07 16:06:24 main:574] : INFO : Epoch 1775 | loss: 0.0311624 | val_loss: 0.031182 | Time: 6670.85 ms [2022-02-07 16:06:31 main:574] : INFO : Epoch 1776 | loss: 0.0311626 | val_loss: 0.0311885 | Time: 7114.69 ms [2022-02-07 16:06:39 main:574] : INFO : Epoch 1777 | loss: 0.031163 | val_loss: 0.031179 | Time: 8003.46 ms [2022-02-07 16:06:45 main:574] : INFO : Epoch 1778 | loss: 0.031163 | val_loss: 0.0311776 | Time: 6302.13 ms [2022-02-07 16:06:52 main:574] : INFO : Epoch 1779 | loss: 0.0311624 | val_loss: 0.0311794 | Time: 6361.2 ms [2022-02-07 16:06:58 main:574] : INFO : Epoch 1780 | loss: 0.0311634 | val_loss: 0.0311797 | Time: 6411.45 ms [2022-02-07 16:07:04 main:574] : INFO : Epoch 1781 | loss: 0.0311643 | val_loss: 0.0311825 | Time: 6218.7 ms [2022-02-07 16:07:11 main:574] : INFO : Epoch 1782 | loss: 0.031165 | val_loss: 0.0311798 | Time: 6318.3 ms [2022-02-07 16:07:17 main:574] : INFO : Epoch 1783 | loss: 0.0311622 | val_loss: 0.0311793 | Time: 6249.03 ms [2022-02-07 16:07:23 main:574] : INFO : Epoch 1784 | loss: 0.0311607 | val_loss: 0.0311811 | Time: 6237.26 ms [2022-02-07 16:07:29 main:574] : INFO : Epoch 1785 | loss: 0.0311602 | val_loss: 0.0311781 | Time: 5994.52 ms [2022-02-07 16:07:35 main:574] : INFO : Epoch 1786 | loss: 0.0311626 | val_loss: 0.0311798 | Time: 6071.77 ms [2022-02-07 16:07:41 main:574] : INFO : Epoch 1787 | loss: 0.0311654 | val_loss: 0.0311791 | Time: 6092.67 ms [2022-02-07 16:07:47 main:574] : INFO : Epoch 1788 | loss: 0.0311652 | val_loss: 0.0311812 | Time: 6075.26 ms [2022-02-07 16:07:53 main:574] : INFO : Epoch 1789 | loss: 0.0311616 | val_loss: 0.0311792 | Time: 5976.03 ms [2022-02-07 16:08:00 main:574] : INFO : Epoch 1790 | loss: 0.0311616 | val_loss: 0.0311804 | Time: 6118.98 ms [2022-02-07 16:08:06 main:574] : INFO : Epoch 1791 | loss: 0.0311639 | val_loss: 0.03118 | Time: 6025.3 ms [2022-02-07 16:08:12 main:574] : INFO : Epoch 1792 | loss: 0.0311652 | val_loss: 0.0311767 | Time: 5976.15 ms [2022-02-07 16:08:18 main:574] : INFO : Epoch 1793 | loss: 0.0311658 | val_loss: 0.0311783 | Time: 5872.37 ms [2022-02-07 16:08:24 main:574] : INFO : Epoch 1794 | loss: 0.0311622 | val_loss: 0.0311788 | Time: 6034.32 ms [2022-02-07 16:08:30 main:574] : INFO : Epoch 1795 | loss: 0.0311607 | val_loss: 0.0311821 | Time: 6104.38 ms [2022-02-07 16:08:36 main:574] : INFO : Epoch 1796 | loss: 0.0311599 | val_loss: 0.0311788 | Time: 6078.89 ms [2022-02-07 16:08:42 main:574] : INFO : Epoch 1797 | loss: 0.0311594 | val_loss: 0.0311796 | Time: 6181.74 ms [2022-02-07 16:08:48 main:574] : INFO : Epoch 1798 | loss: 0.0311597 | val_loss: 0.031178 | Time: 6056.41 ms [2022-02-07 16:08:54 main:574] : INFO : Epoch 1799 | loss: 0.031162 | val_loss: 0.0311863 | Time: 5964.89 ms [2022-02-07 16:09:00 main:574] : INFO : Epoch 1800 | loss: 0.0311621 | val_loss: 0.0311802 | Time: 6022.25 ms [2022-02-07 16:09:06 main:574] : INFO : Epoch 1801 | loss: 0.0311614 | val_loss: 0.0311792 | Time: 6001.19 ms [2022-02-07 16:09:12 main:574] : INFO : Epoch 1802 | loss: 0.0311615 | val_loss: 0.0311858 | Time: 6083.39 ms [2022-02-07 16:09:18 main:574] : INFO : Epoch 1803 | loss: 0.0311587 | val_loss: 0.0311773 | Time: 6035.8 ms [2022-02-07 16:09:24 main:574] : INFO : Epoch 1804 | loss: 0.0311592 | val_loss: 0.0311808 | Time: 6104.18 ms [2022-02-07 16:09:30 main:574] : INFO : Epoch 1805 | loss: 0.0311591 | val_loss: 0.0311796 | Time: 6073.57 ms [2022-02-07 16:09:37 main:574] : INFO : Epoch 1806 | loss: 0.0311584 | val_loss: 0.0311795 | Time: 6134.77 ms [2022-02-07 16:09:43 main:574] : INFO : Epoch 1807 | loss: 0.0311579 | val_loss: 0.0311775 | Time: 6110.98 ms [2022-02-07 16:09:49 main:574] : INFO : Epoch 1808 | loss: 0.0311586 | val_loss: 0.0311763 | Time: 6198.6 ms [2022-02-07 16:09:55 main:574] : INFO : Epoch 1809 | loss: 0.0311602 | val_loss: 0.0311798 | Time: 6029.91 ms [2022-02-07 16:10:01 main:574] : INFO : Epoch 1810 | loss: 0.0311584 | val_loss: 0.0311791 | Time: 5911.92 ms [2022-02-07 16:10:07 main:574] : INFO : Epoch 1811 | loss: 0.0311575 | val_loss: 0.0311789 | Time: 5974.08 ms [2022-02-07 16:10:13 main:574] : INFO : Epoch 1812 | loss: 0.0311561 | val_loss: 0.0311782 | Time: 5897.01 ms [2022-02-07 16:10:19 main:574] : INFO : Epoch 1813 | loss: 0.0311574 | val_loss: 0.0311816 | Time: 6107.85 ms [2022-02-07 16:10:25 main:574] : INFO : Epoch 1814 | loss: 0.0311579 | val_loss: 0.0311826 | Time: 6087.1 ms [2022-02-07 16:10:31 main:574] : INFO : Epoch 1815 | loss: 0.0311599 | val_loss: 0.0311785 | Time: 6130.08 ms [2022-02-07 16:10:37 main:574] : INFO : Epoch 1816 | loss: 0.0311633 | val_loss: 0.031179 | Time: 5936.79 ms [2022-02-07 16:10:43 main:574] : INFO : Epoch 1817 | loss: 0.03116 | val_loss: 0.0311802 | Time: 6029.8 ms [2022-02-07 16:10:49 main:574] : INFO : Epoch 1818 | loss: 0.0311594 | val_loss: 0.0311813 | Time: 6056.47 ms [2022-02-07 16:10:55 main:574] : INFO : Epoch 1819 | loss: 0.0311594 | val_loss: 0.0311771 | Time: 6063.39 ms [2022-02-07 16:11:01 main:574] : INFO : Epoch 1820 | loss: 0.0311622 | val_loss: 0.0311782 | Time: 6168.89 ms [2022-02-07 16:11:07 main:574] : INFO : Epoch 1821 | loss: 0.0311635 | val_loss: 0.031181 | Time: 5989.97 ms [2022-02-07 16:11:14 main:574] : INFO : Epoch 1822 | loss: 0.0311649 | val_loss: 0.0311806 | Time: 6162.09 ms [2022-02-07 16:11:19 main:574] : INFO : Epoch 1823 | loss: 0.0311664 | val_loss: 0.0311836 | Time: 5809.69 ms [2022-02-07 16:11:25 main:574] : INFO : Epoch 1824 | loss: 0.0311678 | val_loss: 0.03118 | Time: 5999.38 ms [2022-02-07 16:11:32 main:574] : INFO : Epoch 1825 | loss: 0.0311682 | val_loss: 0.0311817 | Time: 6173.35 ms [2022-02-07 16:11:38 main:574] : INFO : Epoch 1826 | loss: 0.0311678 | val_loss: 0.0311788 | Time: 6124.05 ms [2022-02-07 16:11:44 main:574] : INFO : Epoch 1827 | loss: 0.0311679 | val_loss: 0.031176 | Time: 6027.68 ms [2022-02-07 16:11:50 main:574] : INFO : Epoch 1828 | loss: 0.031165 | val_loss: 0.0311805 | Time: 6134.66 ms [2022-02-07 16:11:56 main:574] : INFO : Epoch 1829 | loss: 0.0311636 | val_loss: 0.0311775 | Time: 6006.66 ms [2022-02-07 16:12:02 main:574] : INFO : Epoch 1830 | loss: 0.0311663 | val_loss: 0.0311755 | Time: 5986.08 ms [2022-02-07 16:12:08 main:574] : INFO : Epoch 1831 | loss: 0.0311627 | val_loss: 0.031176 | Time: 5946.21 ms [2022-02-07 16:12:14 main:574] : INFO : Epoch 1832 | loss: 0.0311626 | val_loss: 0.0311758 | Time: 6172.36 ms [2022-02-07 16:12:20 main:574] : INFO : Epoch 1833 | loss: 0.0311644 | val_loss: 0.031176 | Time: 6093.52 ms [2022-02-07 16:12:26 main:574] : INFO : Epoch 1834 | loss: 0.031164 | val_loss: 0.03118 | Time: 6017.17 ms [2022-02-07 16:12:32 main:574] : INFO : Epoch 1835 | loss: 0.0311642 | val_loss: 0.0311801 | Time: 6037.56 ms [2022-02-07 16:12:38 main:574] : INFO : Epoch 1836 | loss: 0.0311652 | val_loss: 0.0311779 | Time: 6137.6 ms [2022-02-07 16:12:45 main:574] : INFO : Epoch 1837 | loss: 0.031165 | val_loss: 0.0311814 | Time: 6292.61 ms [2022-02-07 16:12:51 main:574] : INFO : Epoch 1838 | loss: 0.0311649 | val_loss: 0.0311795 | Time: 6217.54 ms [2022-02-07 16:12:57 main:574] : INFO : Epoch 1839 | loss: 0.0311648 | val_loss: 0.0311793 | Time: 6141.44 ms [2022-02-07 16:13:03 main:574] : INFO : Epoch 1840 | loss: 0.0311626 | val_loss: 0.0311814 | Time: 6043.71 ms [2022-02-07 16:13:10 main:574] : INFO : Epoch 1841 | loss: 0.0311636 | val_loss: 0.0311832 | Time: 6272.13 ms [2022-02-07 16:13:16 main:574] : INFO : Epoch 1842 | loss: 0.0311631 | val_loss: 0.0311768 | Time: 6021.33 ms [2022-02-07 16:13:22 main:574] : INFO : Epoch 1843 | loss: 0.0311624 | val_loss: 0.0311795 | Time: 6082.84 ms [2022-02-07 16:13:28 main:574] : INFO : Epoch 1844 | loss: 0.0311611 | val_loss: 0.0311779 | Time: 6022.75 ms [2022-02-07 16:13:34 main:574] : INFO : Epoch 1845 | loss: 0.0311627 | val_loss: 0.0311746 | Time: 6060.72 ms [2022-02-07 16:13:40 main:574] : INFO : Epoch 1846 | loss: 0.031163 | val_loss: 0.031176 | Time: 6184.29 ms [2022-02-07 16:13:46 main:574] : INFO : Epoch 1847 | loss: 0.0311616 | val_loss: 0.0311769 | Time: 6090.26 ms [2022-02-07 16:13:52 main:574] : INFO : Epoch 1848 | loss: 0.0311614 | val_loss: 0.0311829 | Time: 6067.69 ms [2022-02-07 16:13:58 main:574] : INFO : Epoch 1849 | loss: 0.031163 | val_loss: 0.031179 | Time: 6035.78 ms [2022-02-07 16:14:04 main:574] : INFO : Epoch 1850 | loss: 0.0311633 | val_loss: 0.0311764 | Time: 6029.19 ms [2022-02-07 16:14:10 main:574] : INFO : Epoch 1851 | loss: 0.031165 | val_loss: 0.0311776 | Time: 6029.82 ms [2022-02-07 16:14:17 main:574] : INFO : Epoch 1852 | loss: 0.0311613 | val_loss: 0.0311788 | Time: 6166.63 ms [2022-02-07 16:14:22 main:574] : INFO : Epoch 1853 | loss: 0.0311599 | val_loss: 0.0311819 | Time: 5873.13 ms [2022-02-07 16:14:28 main:574] : INFO : Epoch 1854 | loss: 0.0311595 | val_loss: 0.031179 | Time: 6017.48 ms [2022-02-07 16:14:34 main:574] : INFO : Epoch 1855 | loss: 0.0311585 | val_loss: 0.0311821 | Time: 5977.57 ms [2022-02-07 16:14:40 main:574] : INFO : Epoch 1856 | loss: 0.031158 | val_loss: 0.0311801 | Time: 6056.08 ms [2022-02-07 16:14:46 main:574] : INFO : Epoch 1857 | loss: 0.0311606 | val_loss: 0.031181 | Time: 5885.36 ms [2022-02-07 16:14:52 main:574] : INFO : Epoch 1858 | loss: 0.0311615 | val_loss: 0.0311804 | Time: 5950.01 ms [2022-02-07 16:14:58 main:574] : INFO : Epoch 1859 | loss: 0.0311607 | val_loss: 0.0311818 | Time: 6029.7 ms [2022-02-07 16:15:04 main:574] : INFO : Epoch 1860 | loss: 0.0311613 | val_loss: 0.031183 | Time: 5896.98 ms [2022-02-07 16:15:10 main:574] : INFO : Epoch 1861 | loss: 0.031161 | val_loss: 0.0311852 | Time: 6021.77 ms [2022-02-07 16:15:16 main:574] : INFO : Epoch 1862 | loss: 0.0311607 | val_loss: 0.0311853 | Time: 6080.01 ms [2022-02-07 16:15:23 main:574] : INFO : Epoch 1863 | loss: 0.0311625 | val_loss: 0.0311783 | Time: 6142.95 ms [2022-02-07 16:15:29 main:574] : INFO : Epoch 1864 | loss: 0.0311636 | val_loss: 0.0311781 | Time: 6120.56 ms [2022-02-07 16:15:35 main:574] : INFO : Epoch 1865 | loss: 0.0311615 | val_loss: 0.0311761 | Time: 6134.83 ms [2022-02-07 16:15:41 main:574] : INFO : Epoch 1866 | loss: 0.0311599 | val_loss: 0.0311762 | Time: 6032.7 ms [2022-02-07 16:15:47 main:574] : INFO : Epoch 1867 | loss: 0.0311608 | val_loss: 0.031182 | Time: 6072.23 ms [2022-02-07 16:15:53 main:574] : INFO : Epoch 1868 | loss: 0.0311601 | val_loss: 0.031181 | Time: 6087.87 ms [2022-02-07 16:15:59 main:574] : INFO : Epoch 1869 | loss: 0.0311577 | val_loss: 0.0311824 | Time: 6070.55 ms [2022-02-07 16:16:05 main:574] : INFO : Epoch 1870 | loss: 0.0311601 | val_loss: 0.0311788 | Time: 6112.22 ms [2022-02-07 16:16:11 main:574] : INFO : Epoch 1871 | loss: 0.0311603 | val_loss: 0.0311792 | Time: 6135.35 ms [2022-02-07 16:16:18 main:574] : INFO : Epoch 1872 | loss: 0.0311601 | val_loss: 0.0311846 | Time: 6155.52 ms [2022-02-07 16:16:24 main:574] : INFO : Epoch 1873 | loss: 0.0311615 | val_loss: 0.0311799 | Time: 6027.53 ms [2022-02-07 16:16:30 main:574] : INFO : Epoch 1874 | loss: 0.0311626 | val_loss: 0.0311825 | Time: 5965.41 ms [2022-02-07 16:16:36 main:574] : INFO : Epoch 1875 | loss: 0.0311661 | val_loss: 0.0311864 | Time: 6098.2 ms [2022-02-07 16:16:42 main:574] : INFO : Epoch 1876 | loss: 0.0311666 | val_loss: 0.0311824 | Time: 6072.72 ms [2022-02-07 16:16:48 main:574] : INFO : Epoch 1877 | loss: 0.031162 | val_loss: 0.0311819 | Time: 6135 ms [2022-02-07 16:16:54 main:574] : INFO : Epoch 1878 | loss: 0.0311604 | val_loss: 0.0311824 | Time: 6022.37 ms [2022-02-07 16:17:00 main:574] : INFO : Epoch 1879 | loss: 0.0311602 | val_loss: 0.0311809 | Time: 6138.15 ms [2022-02-07 16:17:06 main:574] : INFO : Epoch 1880 | loss: 0.0311597 | val_loss: 0.0311784 | Time: 6100.21 ms [2022-02-07 16:17:12 main:574] : INFO : Epoch 1881 | loss: 0.0311591 | val_loss: 0.0311781 | Time: 5966.63 ms [2022-02-07 16:17:18 main:574] : INFO : Epoch 1882 | loss: 0.0311596 | val_loss: 0.0311782 | Time: 6126.96 ms [2022-02-07 16:17:24 main:574] : INFO : Epoch 1883 | loss: 0.0311598 | val_loss: 0.0311833 | Time: 6091.57 ms [2022-02-07 16:17:31 main:574] : INFO : Epoch 1884 | loss: 0.0311606 | val_loss: 0.031177 | Time: 6029.01 ms [2022-02-07 16:17:36 main:574] : INFO : Epoch 1885 | loss: 0.0311586 | val_loss: 0.0311804 | Time: 5926.38 ms [2022-02-07 16:17:43 main:574] : INFO : Epoch 1886 | loss: 0.0311577 | val_loss: 0.0311763 | Time: 6079.58 ms [2022-02-07 16:17:49 main:574] : INFO : Epoch 1887 | loss: 0.0311564 | val_loss: 0.0311792 | Time: 5997.53 ms [2022-02-07 16:17:55 main:574] : INFO : Epoch 1888 | loss: 0.0311568 | val_loss: 0.0311818 | Time: 6055.66 ms [2022-02-07 16:18:01 main:574] : INFO : Epoch 1889 | loss: 0.0311561 | val_loss: 0.0311822 | Time: 6060.12 ms [2022-02-07 16:18:07 main:574] : INFO : Epoch 1890 | loss: 0.0311548 | val_loss: 0.031178 | Time: 6163.1 ms [2022-02-07 16:18:13 main:574] : INFO : Epoch 1891 | loss: 0.0311552 | val_loss: 0.0311804 | Time: 5940.92 ms [2022-02-07 16:18:19 main:574] : INFO : Epoch 1892 | loss: 0.0311564 | val_loss: 0.0311803 | Time: 6040.33 ms [2022-02-07 16:18:25 main:574] : INFO : Epoch 1893 | loss: 0.0311581 | val_loss: 0.0311817 | Time: 6068.83 ms [2022-02-07 16:18:31 main:574] : INFO : Epoch 1894 | loss: 0.0311588 | val_loss: 0.0311837 | Time: 6201.11 ms [2022-02-07 16:18:37 main:574] : INFO : Epoch 1895 | loss: 0.0311593 | val_loss: 0.0311803 | Time: 6179.28 ms [2022-02-07 16:18:44 main:574] : INFO : Epoch 1896 | loss: 0.0311564 | val_loss: 0.031183 | Time: 6154.68 ms [2022-02-07 16:18:50 main:574] : INFO : Epoch 1897 | loss: 0.0311583 | val_loss: 0.0311787 | Time: 6028 ms [2022-02-07 16:18:56 main:574] : INFO : Epoch 1898 | loss: 0.0311701 | val_loss: 0.0311905 | Time: 5939.39 ms [2022-02-07 16:19:02 main:574] : INFO : Epoch 1899 | loss: 0.0311778 | val_loss: 0.03118 | Time: 6077.18 ms [2022-02-07 16:19:08 main:574] : INFO : Epoch 1900 | loss: 0.0311748 | val_loss: 0.0311894 | Time: 6126.73 ms [2022-02-07 16:19:14 main:574] : INFO : Epoch 1901 | loss: 0.0311792 | val_loss: 0.031187 | Time: 6036.6 ms [2022-02-07 16:19:20 main:574] : INFO : Epoch 1902 | loss: 0.031175 | val_loss: 0.0311821 | Time: 6075.93 ms [2022-02-07 16:19:26 main:574] : INFO : Epoch 1903 | loss: 0.0311748 | val_loss: 0.0311818 | Time: 6054.72 ms [2022-02-07 16:19:32 main:574] : INFO : Epoch 1904 | loss: 0.0311757 | val_loss: 0.0311769 | Time: 6057.69 ms [2022-02-07 16:19:38 main:574] : INFO : Epoch 1905 | loss: 0.0311731 | val_loss: 0.0311776 | Time: 6001.4 ms [2022-02-07 16:19:44 main:574] : INFO : Epoch 1906 | loss: 0.0311723 | val_loss: 0.0311794 | Time: 6161.88 ms [2022-02-07 16:19:50 main:574] : INFO : Epoch 1907 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 6098.62 ms [2022-02-07 16:19:57 main:574] : INFO : Epoch 1908 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 6147.53 ms [2022-02-07 16:20:02 main:574] : INFO : Epoch 1909 | loss: 0.0311776 | val_loss: 0.031181 | Time: 5883.42 ms [2022-02-07 16:20:09 main:574] : INFO : Epoch 1910 | loss: 0.0311748 | val_loss: 0.0311802 | Time: 6083.89 ms [2022-02-07 16:20:15 main:574] : INFO : Epoch 1911 | loss: 0.0311713 | val_loss: 0.0311766 | Time: 6170.84 ms [2022-02-07 16:20:21 main:574] : INFO : Epoch 1912 | loss: 0.0311697 | val_loss: 0.0311813 | Time: 6134.27 ms [2022-02-07 16:20:27 main:574] : INFO : Epoch 1913 | loss: 0.0311694 | val_loss: 0.0311771 | Time: 5946.38 ms [2022-02-07 16:20:33 main:574] : INFO : Epoch 1914 | loss: 0.0311661 | val_loss: 0.0311764 | Time: 6064.2 ms [2022-02-07 16:20:39 main:574] : INFO : Epoch 1915 | loss: 0.0311669 | val_loss: 0.0311812 | Time: 6062.82 ms [2022-02-07 16:20:45 main:574] : INFO : Epoch 1916 | loss: 0.0311768 | val_loss: 0.0311906 | Time: 6022.78 ms [2022-02-07 16:20:51 main:574] : INFO : Epoch 1917 | loss: 0.0311731 | val_loss: 0.0311829 | Time: 6014.61 ms [2022-02-07 16:20:57 main:574] : INFO : Epoch 1918 | loss: 0.0311709 | val_loss: 0.0311772 | Time: 6021.53 ms [2022-02-07 16:21:03 main:574] : INFO : Epoch 1919 | loss: 0.0311695 | val_loss: 0.0311766 | Time: 6038.75 ms [2022-02-07 16:21:09 main:574] : INFO : Epoch 1920 | loss: 0.0311685 | val_loss: 0.0311798 | Time: 6080.87 ms [2022-02-07 16:21:15 main:574] : INFO : Epoch 1921 | loss: 0.0311683 | val_loss: 0.0311791 | Time: 5989.28 ms [2022-02-07 16:21:21 main:574] : INFO : Epoch 1922 | loss: 0.0311679 | val_loss: 0.0311793 | Time: 6011.94 ms [2022-02-07 16:21:27 main:574] : INFO : Epoch 1923 | loss: 0.0311669 | val_loss: 0.0311779 | Time: 6168.18 ms [2022-02-07 16:21:33 main:574] : INFO : Epoch 1924 | loss: 0.0311653 | val_loss: 0.0311793 | Time: 6006.12 ms [2022-02-07 16:21:40 main:574] : INFO : Epoch 1925 | loss: 0.0311649 | val_loss: 0.0311774 | Time: 6165.28 ms [2022-02-07 16:21:46 main:574] : INFO : Epoch 1926 | loss: 0.0311633 | val_loss: 0.0311771 | Time: 6053.95 ms [2022-02-07 16:21:52 main:574] : INFO : Epoch 1927 | loss: 0.0311674 | val_loss: 0.0311761 | Time: 5925.29 ms [2022-02-07 16:21:58 main:574] : INFO : Epoch 1928 | loss: 0.031167 | val_loss: 0.0311787 | Time: 6008.88 ms [2022-02-07 16:22:04 main:574] : INFO : Epoch 1929 | loss: 0.0311664 | val_loss: 0.031178 | Time: 6042.27 ms [2022-02-07 16:22:10 main:574] : INFO : Epoch 1930 | loss: 0.0311665 | val_loss: 0.0311793 | Time: 6145.95 ms [2022-02-07 16:22:16 main:574] : INFO : Epoch 1931 | loss: 0.031167 | val_loss: 0.0311767 | Time: 6076.33 ms [2022-02-07 16:22:22 main:574] : INFO : Epoch 1932 | loss: 0.031169 | val_loss: 0.0311764 | Time: 6178.95 ms [2022-02-07 16:22:28 main:574] : INFO : Epoch 1933 | loss: 0.0311668 | val_loss: 0.0311819 | Time: 6029.05 ms [2022-02-07 16:22:34 main:574] : INFO : Epoch 1934 | loss: 0.0311662 | val_loss: 0.0311825 | Time: 5930.62 ms [2022-02-07 16:22:40 main:574] : INFO : Epoch 1935 | loss: 0.0311661 | val_loss: 0.0311808 | Time: 6074.77 ms [2022-02-07 16:22:46 main:574] : INFO : Epoch 1936 | loss: 0.0311633 | val_loss: 0.0311774 | Time: 6012.26 ms [2022-02-07 16:22:52 main:574] : INFO : Epoch 1937 | loss: 0.0311624 | val_loss: 0.0311782 | Time: 6152.92 ms [2022-02-07 16:22:59 main:574] : INFO : Epoch 1938 | loss: 0.031162 | val_loss: 0.0311771 | Time: 6100.65 ms [2022-02-07 16:23:05 main:574] : INFO : Epoch 1939 | loss: 0.031163 | val_loss: 0.0311794 | Time: 5934.37 ms [2022-02-07 16:23:11 main:574] : INFO : Epoch 1940 | loss: 0.0311618 | val_loss: 0.0311805 | Time: 6031.94 ms [2022-02-07 16:23:17 main:574] : INFO : Epoch 1941 | loss: 0.0311614 | val_loss: 0.0311832 | Time: 6030.7 ms [2022-02-07 16:23:23 main:574] : INFO : Epoch 1942 | loss: 0.0311605 | val_loss: 0.0311786 | Time: 6011.43 ms [2022-02-07 16:23:29 main:574] : INFO : Epoch 1943 | loss: 0.0311607 | val_loss: 0.0311831 | Time: 6117.11 ms [2022-02-07 16:23:35 main:574] : INFO : Epoch 1944 | loss: 0.0311648 | val_loss: 0.0311781 | Time: 6056.3 ms [2022-02-07 16:23:41 main:574] : INFO : Epoch 1945 | loss: 0.0311651 | val_loss: 0.0311784 | Time: 5940.28 ms [2022-02-07 16:23:47 main:574] : INFO : Epoch 1946 | loss: 0.0311614 | val_loss: 0.0311795 | Time: 6092.36 ms [2022-02-07 16:23:53 main:574] : INFO : Epoch 1947 | loss: 0.0311605 | val_loss: 0.0311807 | Time: 6132.59 ms [2022-02-07 16:23:59 main:574] : INFO : Epoch 1948 | loss: 0.0311612 | val_loss: 0.0311775 | Time: 6081.17 ms [2022-02-07 16:24:05 main:574] : INFO : Epoch 1949 | loss: 0.0311629 | val_loss: 0.0311812 | Time: 6058.62 ms [2022-02-07 16:24:11 main:574] : INFO : Epoch 1950 | loss: 0.0311662 | val_loss: 0.0311763 | Time: 6202.15 ms [2022-02-07 16:24:18 main:574] : INFO : Epoch 1951 | loss: 0.0311646 | val_loss: 0.0311756 | Time: 5990.74 ms [2022-02-07 16:24:24 main:574] : INFO : Epoch 1952 | loss: 0.0311639 | val_loss: 0.031176 | Time: 6085.5 ms [2022-02-07 16:24:30 main:574] : INFO : Epoch 1953 | loss: 0.0311652 | val_loss: 0.0311781 | Time: 6139.55 ms [2022-02-07 16:24:36 main:574] : INFO : Epoch 1954 | loss: 0.0311659 | val_loss: 0.031177 | Time: 6111.8 ms [2022-02-07 16:24:42 main:574] : INFO : Epoch 1955 | loss: 0.0311632 | val_loss: 0.0311767 | Time: 6081.52 ms [2022-02-07 16:24:48 main:574] : INFO : Epoch 1956 | loss: 0.0311648 | val_loss: 0.031181 | Time: 6169 ms [2022-02-07 16:24:54 main:574] : INFO : Epoch 1957 | loss: 0.031164 | val_loss: 0.0311789 | Time: 6080.9 ms [2022-02-07 16:25:00 main:574] : INFO : Epoch 1958 | loss: 0.0311633 | val_loss: 0.0311755 | Time: 6139.14 ms [2022-02-07 16:25:06 main:574] : INFO : Epoch 1959 | loss: 0.0311624 | val_loss: 0.0311767 | Time: 6042.88 ms [2022-02-07 16:25:13 main:574] : INFO : Epoch 1960 | loss: 0.0311626 | val_loss: 0.0311761 | Time: 6082.7 ms [2022-02-07 16:25:19 main:574] : INFO : Epoch 1961 | loss: 0.031162 | val_loss: 0.0311745 | Time: 5989.4 ms [2022-02-07 16:25:25 main:574] : INFO : Epoch 1962 | loss: 0.0311609 | val_loss: 0.0311776 | Time: 6110.9 ms [2022-02-07 16:25:31 main:574] : INFO : Epoch 1963 | loss: 0.0311619 | val_loss: 0.0311764 | Time: 6104.92 ms [2022-02-07 16:25:37 main:574] : INFO : Epoch 1964 | loss: 0.0311724 | val_loss: 0.031193 | Time: 6055.11 ms [2022-02-07 16:25:43 main:574] : INFO : Epoch 1965 | loss: 0.0311731 | val_loss: 0.031182 | Time: 6162.31 ms [2022-02-07 16:25:49 main:574] : INFO : Epoch 1966 | loss: 0.0311635 | val_loss: 0.0311781 | Time: 6009.52 ms [2022-02-07 16:25:55 main:574] : INFO : Epoch 1967 | loss: 0.0311655 | val_loss: 0.0311746 | Time: 6166.61 ms [2022-02-07 16:26:01 main:574] : INFO : Epoch 1968 | loss: 0.0311633 | val_loss: 0.0311755 | Time: 6058.32 ms [2022-02-07 16:26:07 main:574] : INFO : Epoch 1969 | loss: 0.0311608 | val_loss: 0.0311743 | Time: 6017.46 ms [2022-02-07 16:26:13 main:574] : INFO : Epoch 1970 | loss: 0.0311594 | val_loss: 0.0311746 | Time: 5933.26 ms [2022-02-07 16:26:19 main:574] : INFO : Epoch 1971 | loss: 0.0311637 | val_loss: 0.0311735 | Time: 6138.34 ms [2022-02-07 16:26:26 main:574] : INFO : Epoch 1972 | loss: 0.031164 | val_loss: 0.0311761 | Time: 6131.4 ms [2022-02-07 16:26:32 main:574] : INFO : Epoch 1973 | loss: 0.0311625 | val_loss: 0.0311775 | Time: 6078.43 ms [2022-02-07 16:26:38 main:574] : INFO : Epoch 1974 | loss: 0.0311619 | val_loss: 0.0311764 | Time: 6131.2 ms [2022-02-07 16:26:44 main:574] : INFO : Epoch 1975 | loss: 0.0311623 | val_loss: 0.0311793 | Time: 6065.24 ms [2022-02-07 16:26:50 main:574] : INFO : Epoch 1976 | loss: 0.0311606 | val_loss: 0.0311769 | Time: 6085.53 ms [2022-02-07 16:26:56 main:574] : INFO : Epoch 1977 | loss: 0.0311606 | val_loss: 0.0311765 | Time: 5993.52 ms [2022-02-07 16:27:02 main:574] : INFO : Epoch 1978 | loss: 0.0311609 | val_loss: 0.0311797 | Time: 6114.36 ms [2022-02-07 16:27:08 main:574] : INFO : Epoch 1979 | loss: 0.0311593 | val_loss: 0.0311784 | Time: 6125.84 ms [2022-02-07 16:27:14 main:574] : INFO : Epoch 1980 | loss: 0.0311592 | val_loss: 0.0311779 | Time: 5986.22 ms [2022-02-07 16:27:21 main:574] : INFO : Epoch 1981 | loss: 0.0311589 | val_loss: 0.0311781 | Time: 6190.8 ms [2022-02-07 16:27:27 main:574] : INFO : Epoch 1982 | loss: 0.0311579 | val_loss: 0.031178 | Time: 6087.7 ms [2022-02-07 16:27:33 main:574] : INFO : Epoch 1983 | loss: 0.0311584 | val_loss: 0.0311775 | Time: 6053.56 ms [2022-02-07 16:27:39 main:574] : INFO : Epoch 1984 | loss: 0.0311596 | val_loss: 0.0311773 | Time: 6096.67 ms [2022-02-07 16:27:45 main:574] : INFO : Epoch 1985 | loss: 0.0311586 | val_loss: 0.0311782 | Time: 6070.84 ms [2022-02-07 16:27:51 main:574] : INFO : Epoch 1986 | loss: 0.031158 | val_loss: 0.0311787 | Time: 5970.41 ms [2022-02-07 16:27:57 main:574] : INFO : Epoch 1987 | loss: 0.0311599 | val_loss: 0.0311755 | Time: 6114.87 ms [2022-02-07 16:28:03 main:574] : INFO : Epoch 1988 | loss: 0.0311593 | val_loss: 0.0311808 | Time: 6082.56 ms [2022-02-07 16:28:09 main:574] : INFO : Epoch 1989 | loss: 0.0311644 | val_loss: 0.0311815 | Time: 6018.53 ms [2022-02-07 16:28:15 main:574] : INFO : Epoch 1990 | loss: 0.0311643 | val_loss: 0.0311769 | Time: 6164 ms [2022-02-07 16:28:21 main:574] : INFO : Epoch 1991 | loss: 0.0311613 | val_loss: 0.0311767 | Time: 6123.53 ms [2022-02-07 16:28:27 main:574] : INFO : Epoch 1992 | loss: 0.031162 | val_loss: 0.0311804 | Time: 5987.63 ms [2022-02-07 16:28:34 main:574] : INFO : Epoch 1993 | loss: 0.0311615 | val_loss: 0.0311758 | Time: 6112.63 ms [2022-02-07 16:28:40 main:574] : INFO : Epoch 1994 | loss: 0.0311601 | val_loss: 0.0311774 | Time: 6173.32 ms [2022-02-07 16:28:46 main:574] : INFO : Epoch 1995 | loss: 0.0311596 | val_loss: 0.0311763 | Time: 6087.69 ms [2022-02-07 16:28:52 main:574] : INFO : Epoch 1996 | loss: 0.0311605 | val_loss: 0.0311768 | Time: 6028.73 ms [2022-02-07 16:28:58 main:574] : INFO : Epoch 1997 | loss: 0.0311627 | val_loss: 0.0311746 | Time: 6025.67 ms [2022-02-07 16:29:04 main:574] : INFO : Epoch 1998 | loss: 0.0311609 | val_loss: 0.0311753 | Time: 6059.6 ms [2022-02-07 16:29:10 main:574] : INFO : Epoch 1999 | loss: 0.0311594 | val_loss: 0.0311778 | Time: 6073.2 ms [2022-02-07 16:29:16 main:574] : INFO : Epoch 2000 | loss: 0.0311599 | val_loss: 0.0311776 | Time: 6094.58 ms [2022-02-07 16:29:22 main:574] : INFO : Epoch 2001 | loss: 0.0311602 | val_loss: 0.0311801 | Time: 6142.64 ms [2022-02-07 16:29:28 main:574] : INFO : Epoch 2002 | loss: 0.03116 | val_loss: 0.0311779 | Time: 6060.71 ms [2022-02-07 16:29:34 main:574] : INFO : Epoch 2003 | loss: 0.0311589 | val_loss: 0.0311752 | Time: 6033.45 ms [2022-02-07 16:29:41 main:574] : INFO : Epoch 2004 | loss: 0.0311574 | val_loss: 0.0311792 | Time: 6036.32 ms [2022-02-07 16:29:47 main:574] : INFO : Epoch 2005 | loss: 0.0311748 | val_loss: 0.031183 | Time: 6034.36 ms [2022-02-07 16:29:53 main:574] : INFO : Epoch 2006 | loss: 0.0311794 | val_loss: 0.0311848 | Time: 6042.75 ms [2022-02-07 16:29:59 main:574] : INFO : Epoch 2007 | loss: 0.0311791 | val_loss: 0.0311833 | Time: 6073.97 ms [2022-02-07 16:30:05 main:574] : INFO : Epoch 2008 | loss: 0.031176 | val_loss: 0.0311853 | Time: 6144.27 ms [2022-02-07 16:30:11 main:574] : INFO : Epoch 2009 | loss: 0.0311747 | val_loss: 0.0311795 | Time: 6022.35 ms [2022-02-07 16:30:17 main:574] : INFO : Epoch 2010 | loss: 0.0311713 | val_loss: 0.031177 | Time: 6023.64 ms [2022-02-07 16:30:23 main:574] : INFO : Epoch 2011 | loss: 0.0311687 | val_loss: 0.0311756 | Time: 6130.31 ms [2022-02-07 16:30:29 main:574] : INFO : Epoch 2012 | loss: 0.0311686 | val_loss: 0.0311744 | Time: 6154.22 ms [2022-02-07 16:30:35 main:574] : INFO : Epoch 2013 | loss: 0.0311675 | val_loss: 0.0311765 | Time: 6125.05 ms [2022-02-07 16:30:42 main:574] : INFO : Epoch 2014 | loss: 0.0311673 | val_loss: 0.0311783 | Time: 6083.73 ms [2022-02-07 16:30:48 main:574] : INFO : Epoch 2015 | loss: 0.0311666 | val_loss: 0.0311764 | Time: 6010.04 ms [2022-02-07 16:30:54 main:574] : INFO : Epoch 2016 | loss: 0.031168 | val_loss: 0.0311736 | Time: 6005.7 ms [2022-02-07 16:31:00 main:574] : INFO : Epoch 2017 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 6047.15 ms [2022-02-07 16:31:06 main:574] : INFO : Epoch 2018 | loss: 0.031163 | val_loss: 0.0311758 | Time: 6033.3 ms [2022-02-07 16:31:12 main:574] : INFO : Epoch 2019 | loss: 0.0311633 | val_loss: 0.0311768 | Time: 5959.82 ms [2022-02-07 16:31:18 main:574] : INFO : Epoch 2020 | loss: 0.0311625 | val_loss: 0.0311748 | Time: 6083.96 ms [2022-02-07 16:31:24 main:574] : INFO : Epoch 2021 | loss: 0.0311647 | val_loss: 0.0311756 | Time: 6111.55 ms [2022-02-07 16:31:30 main:574] : INFO : Epoch 2022 | loss: 0.0311642 | val_loss: 0.031181 | Time: 6053.95 ms [2022-02-07 16:31:36 main:574] : INFO : Epoch 2023 | loss: 0.0311628 | val_loss: 0.0311787 | Time: 6156.41 ms [2022-02-07 16:31:42 main:574] : INFO : Epoch 2024 | loss: 0.0311623 | val_loss: 0.0311766 | Time: 6042.83 ms [2022-02-07 16:31:48 main:574] : INFO : Epoch 2025 | loss: 0.0311613 | val_loss: 0.0311765 | Time: 6111.09 ms [2022-02-07 16:31:54 main:574] : INFO : Epoch 2026 | loss: 0.0311602 | val_loss: 0.0311773 | Time: 6106.71 ms [2022-02-07 16:32:01 main:574] : INFO : Epoch 2027 | loss: 0.031164 | val_loss: 0.0311772 | Time: 5988.72 ms [2022-02-07 16:32:07 main:574] : INFO : Epoch 2028 | loss: 0.0311645 | val_loss: 0.0311801 | Time: 6090.73 ms [2022-02-07 16:32:13 main:574] : INFO : Epoch 2029 | loss: 0.0311641 | val_loss: 0.0311782 | Time: 6012.68 ms [2022-02-07 16:32:19 main:574] : INFO : Epoch 2030 | loss: 0.0311599 | val_loss: 0.031175 | Time: 6102.84 ms [2022-02-07 16:32:25 main:574] : INFO : Epoch 2031 | loss: 0.0311593 | val_loss: 0.0311745 | Time: 6015.55 ms [2022-02-07 16:32:31 main:574] : INFO : Epoch 2032 | loss: 0.0311596 | val_loss: 0.031175 | Time: 6058.9 ms [2022-02-07 16:32:37 main:574] : INFO : Epoch 2033 | loss: 0.031161 | val_loss: 0.031176 | Time: 6049.11 ms [2022-02-07 16:32:43 main:574] : INFO : Epoch 2034 | loss: 0.0311678 | val_loss: 0.0311773 | Time: 5989.6 ms [2022-02-07 16:32:49 main:574] : INFO : Epoch 2035 | loss: 0.0311663 | val_loss: 0.0311754 | Time: 6116.38 ms [2022-02-07 16:32:55 main:574] : INFO : Epoch 2036 | loss: 0.031163 | val_loss: 0.0311761 | Time: 6051.7 ms [2022-02-07 16:33:01 main:574] : INFO : Epoch 2037 | loss: 0.0311642 | val_loss: 0.031176 | Time: 6123.2 ms [2022-02-07 16:33:07 main:574] : INFO : Epoch 2038 | loss: 0.0311617 | val_loss: 0.0311743 | Time: 5972.52 ms [2022-02-07 16:33:13 main:574] : INFO : Epoch 2039 | loss: 0.0311618 | val_loss: 0.0311807 | Time: 5915.76 ms [2022-02-07 16:33:19 main:574] : INFO : Epoch 2040 | loss: 0.0311612 | val_loss: 0.0311752 | Time: 6011.03 ms [2022-02-07 16:33:25 main:574] : INFO : Epoch 2041 | loss: 0.0311609 | val_loss: 0.031176 | Time: 6031.81 ms [2022-02-07 16:33:31 main:574] : INFO : Epoch 2042 | loss: 0.0311607 | val_loss: 0.0311743 | Time: 6003.84 ms [2022-02-07 16:33:37 main:574] : INFO : Epoch 2043 | loss: 0.0311602 | val_loss: 0.0311745 | Time: 6029.04 ms [2022-02-07 16:33:43 main:574] : INFO : Epoch 2044 | loss: 0.0311597 | val_loss: 0.0311742 | Time: 6145.87 ms [2022-02-07 16:33:49 main:574] : INFO : Epoch 2045 | loss: 0.0311599 | val_loss: 0.0311784 | Time: 6016.42 ms [2022-02-07 16:33:56 main:574] : INFO : Epoch 2046 | loss: 0.031159 | val_loss: 0.0311746 | Time: 6111.43 ms [2022-02-07 16:34:02 main:574] : INFO : Epoch 2047 | loss: 0.0311613 | val_loss: 0.0311734 | Time: 6017.75 ms [2022-02-07 16:34:08 main:574] : INFO : Epoch 2048 | loss: 0.0311605 | val_loss: 0.0311727 | Time: 5955.91 ms [2022-02-07 16:34:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311727 [2022-02-07 16:34:08 main:603] : INFO : Saving end state to config to file [2022-02-07 16:34:08 main:608] : INFO : Success, exiting.. 16:34:08 (12832): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)