Task 12535225
| Name | ParityModified-1645996217-16524-2-0_0 |
| Workunit | 9698982 |
| Created | 4 Mar 2022, 12:05:04 UTC |
| Sent | 6 Mar 2022, 15:00:09 UTC |
| Report deadline | 14 Mar 2022, 15:00:09 UTC |
| Received | 6 Mar 2022, 18:58:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 3 hours 8 min 59 sec |
| CPU time | 3 hours 8 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.76 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311656 | val_loss: 0.0311726 | Time: 5428.59 ms [2022-03-06 09:25:14 main:574] : INFO : Epoch 1543 | loss: 0.0311647 | val_loss: 0.0311736 | Time: 5439.95 ms [2022-03-06 09:25:19 main:574] : INFO : Epoch 1544 | loss: 0.0311667 | val_loss: 0.0311747 | Time: 5350.66 ms [2022-03-06 09:25:24 main:574] : INFO : Epoch 1545 | loss: 0.0311641 | val_loss: 0.0311726 | Time: 5413.84 ms [2022-03-06 09:25:30 main:574] : INFO : Epoch 1546 | loss: 0.0311637 | val_loss: 0.0311737 | Time: 5402.91 ms [2022-03-06 09:25:35 main:574] : INFO : Epoch 1547 | loss: 0.0311634 | val_loss: 0.0311763 | Time: 5446.27 ms [2022-03-06 09:25:41 main:574] : INFO : Epoch 1548 | loss: 0.0311643 | val_loss: 0.0311725 | Time: 5430.48 ms [2022-03-06 09:25:46 main:574] : INFO : Epoch 1549 | loss: 0.0311637 | val_loss: 0.0311735 | Time: 5464.33 ms [2022-03-06 09:25:52 main:574] : INFO : Epoch 1550 | loss: 0.0311636 | val_loss: 0.0311749 | Time: 5389.93 ms [2022-03-06 09:25:57 main:574] : INFO : Epoch 1551 | loss: 0.031163 | val_loss: 0.0311734 | Time: 5412.71 ms [2022-03-06 09:26:02 main:574] : INFO : Epoch 1552 | loss: 0.0311627 | val_loss: 0.0311715 | Time: 5428.07 ms [2022-03-06 09:26:08 main:574] : INFO : Epoch 1553 | loss: 0.0311637 | val_loss: 0.0311731 | Time: 5689.7 ms [2022-03-06 09:26:14 main:574] : INFO : Epoch 1554 | loss: 0.0311643 | val_loss: 0.0311725 | Time: 5488.41 ms [2022-03-06 09:26:19 main:574] : INFO : Epoch 1555 | loss: 0.0311655 | val_loss: 0.0311721 | Time: 5568.85 ms [2022-03-06 09:26:25 main:574] : INFO : Epoch 1556 | loss: 0.0311638 | val_loss: 0.0311766 | Time: 5509.86 ms [2022-03-06 09:26:30 main:574] : INFO : Epoch 1557 | loss: 0.0311621 | val_loss: 0.0311726 | Time: 5592.32 ms [2022-03-06 09:26:36 main:574] : INFO : Epoch 1558 | loss: 0.0311621 | val_loss: 0.0311747 | Time: 5410.13 ms [2022-03-06 09:26:41 main:574] : INFO : Epoch 1559 | loss: 0.0311623 | val_loss: 0.0311748 | Time: 5391.83 ms [2022-03-06 09:26:47 main:574] : INFO : Epoch 1560 | loss: 0.0311614 | val_loss: 0.0311748 | Time: 5493.69 ms [2022-03-06 09:26:52 main:574] : INFO : Epoch 1561 | loss: 0.0311608 | val_loss: 0.0311754 | Time: 5365.37 ms [2022-03-06 09:26:57 main:574] : INFO : Epoch 1562 | loss: 0.0311614 | val_loss: 0.0311731 | Time: 5404.81 ms [2022-03-06 09:27:03 main:574] : INFO : Epoch 1563 | loss: 0.031161 | val_loss: 0.0311725 | Time: 5445.06 ms [2022-03-06 09:27:08 main:574] : INFO : Epoch 1564 | loss: 0.0311635 | val_loss: 0.0311736 | Time: 5382.08 ms [2022-03-06 09:27:14 main:574] : INFO : Epoch 1565 | loss: 0.0311633 | val_loss: 0.0311727 | Time: 5422.14 ms [2022-03-06 09:27:19 main:574] : INFO : Epoch 1566 | loss: 0.0311645 | val_loss: 0.0311782 | Time: 5487.85 ms [2022-03-06 09:27:25 main:574] : INFO : Epoch 1567 | loss: 0.0311632 | val_loss: 0.0311749 | Time: 5390.12 ms [2022-03-06 09:27:30 main:574] : INFO : Epoch 1568 | loss: 0.0311631 | val_loss: 0.0311766 | Time: 5393.29 ms [2022-03-06 09:27:35 main:574] : INFO : Epoch 1569 | loss: 0.0311622 | val_loss: 0.0311758 | Time: 5486.63 ms [2022-03-06 09:27:41 main:574] : INFO : Epoch 1570 | loss: 0.0311624 | val_loss: 0.0311736 | Time: 5479.13 ms [2022-03-06 09:27:46 main:574] : INFO : Epoch 1571 | loss: 0.0311628 | val_loss: 0.0311745 | Time: 5427.97 ms [2022-03-06 09:27:52 main:574] : INFO : Epoch 1572 | loss: 0.0311621 | val_loss: 0.0311748 | Time: 5419.26 ms [2022-03-06 09:27:57 main:574] : INFO : Epoch 1573 | loss: 0.0311623 | val_loss: 0.0311734 | Time: 5424.06 ms [2022-03-06 09:28:03 main:574] : INFO : Epoch 1574 | loss: 0.0311625 | val_loss: 0.0311726 | Time: 5433.54 ms [2022-03-06 09:28:08 main:574] : INFO : Epoch 1575 | loss: 0.0311617 | val_loss: 0.0311747 | Time: 5466.83 ms [2022-03-06 09:28:14 main:574] : INFO : Epoch 1576 | loss: 0.0311603 | val_loss: 0.0311774 | Time: 5465.27 ms [2022-03-06 09:28:19 main:574] : INFO : Epoch 1577 | loss: 0.0311613 | val_loss: 0.031177 | Time: 5501.07 ms [2022-03-06 09:28:25 main:574] : INFO : Epoch 1578 | loss: 0.0311619 | val_loss: 0.0311796 | Time: 5407.89 ms [2022-03-06 09:28:30 main:574] : INFO : Epoch 1579 | loss: 0.0311614 | val_loss: 0.031175 | Time: 5387.12 ms [2022-03-06 09:28:35 main:574] : INFO : Epoch 1580 | loss: 0.0311616 | val_loss: 0.0311811 | Time: 5361.52 ms [2022-03-06 09:28:41 main:574] : INFO : Epoch 1581 | loss: 0.0311615 | val_loss: 0.0311766 | Time: 5508.85 ms [2022-03-06 09:28:46 main:574] : INFO : Epoch 1582 | loss: 0.0311616 | val_loss: 0.0311778 | Time: 5475.1 ms [2022-03-06 09:28:52 main:574] : INFO : Epoch 1583 | loss: 0.0311633 | val_loss: 0.0311779 | Time: 5560.18 ms [2022-03-06 09:28:58 main:574] : INFO : Epoch 1584 | loss: 0.0311615 | val_loss: 0.0311738 | Time: 5848.65 ms [2022-03-06 09:29:04 main:574] : INFO : Epoch 1585 | loss: 0.0311629 | val_loss: 0.0311746 | Time: 5913.2 ms [2022-03-06 09:29:09 main:574] : INFO : Epoch 1586 | loss: 0.031162 | val_loss: 0.0311753 | Time: 5445.87 ms [2022-03-06 09:29:15 main:574] : INFO : Epoch 1587 | loss: 0.0311609 | val_loss: 0.0311731 | Time: 5456.72 ms [2022-03-06 09:29:20 main:574] : INFO : Epoch 1588 | loss: 0.0311616 | val_loss: 0.031173 | Time: 5373.48 ms [2022-03-06 09:29:25 main:574] : INFO : Epoch 1589 | loss: 0.0311632 | val_loss: 0.031175 | Time: 5405.46 ms [2022-03-06 09:29:31 main:574] : INFO : Epoch 1590 | loss: 0.0311664 | val_loss: 0.0311764 | Time: 5500.79 ms [2022-03-06 09:29:36 main:574] : INFO : Epoch 1591 | loss: 0.031166 | val_loss: 0.0311743 | Time: 5504.56 ms [2022-03-06 09:29:42 main:574] : INFO : Epoch 1592 | loss: 0.0311642 | val_loss: 0.0311742 | Time: 5932.43 ms [2022-03-06 09:29:48 main:574] : INFO : Epoch 1593 | loss: 0.0311618 | val_loss: 0.0311736 | Time: 5880.51 ms [2022-03-06 09:29:54 main:574] : INFO : Epoch 1594 | loss: 0.0311631 | val_loss: 0.0311749 | Time: 6228.14 ms [2022-03-06 09:30:00 main:574] : INFO : Epoch 1595 | loss: 0.0311631 | val_loss: 0.0311773 | Time: 5448.88 ms [2022-03-06 09:30:06 main:574] : INFO : Epoch 1596 | loss: 0.0311602 | val_loss: 0.0311725 | Time: 5652.36 ms [2022-03-06 09:30:11 main:574] : INFO : Epoch 1597 | loss: 0.0311604 | val_loss: 0.0311766 | Time: 5424.71 ms [2022-03-06 09:30:17 main:574] : INFO : Epoch 1598 | loss: 0.03116 | val_loss: 0.0311728 | Time: 5536.27 ms [2022-03-06 09:30:22 main:574] : INFO : Epoch 1599 | loss: 0.0311605 | val_loss: 0.0311746 | Time: 5423.25 ms [2022-03-06 09:30:28 main:574] : INFO : Epoch 1600 | loss: 0.0311588 | val_loss: 0.031176 | Time: 5658.03 ms [2022-03-06 09:30:33 main:574] : INFO : Epoch 1601 | loss: 0.0311605 | val_loss: 0.0311761 | Time: 5577.44 ms [2022-03-06 09:30:39 main:574] : INFO : Epoch 1602 | loss: 0.0311606 | val_loss: 0.0311761 | Time: 5389.9 ms [2022-03-06 09:30:44 main:574] : INFO : Epoch 1603 | loss: 0.0311586 | val_loss: 0.0311757 | Time: 5463.1 ms [2022-03-06 09:30:50 main:574] : INFO : Epoch 1604 | loss: 0.0311601 | val_loss: 0.0311735 | Time: 5465.71 ms [2022-03-06 09:30:55 main:574] : INFO : Epoch 1605 | loss: 0.0311616 | val_loss: 0.0311784 | Time: 5349.44 ms [2022-03-06 09:31:00 main:574] : INFO : Epoch 1606 | loss: 0.0311598 | val_loss: 0.0311743 | Time: 5507.32 ms [2022-03-06 09:31:06 main:574] : INFO : Epoch 1607 | loss: 0.0311595 | val_loss: 0.0311789 | Time: 5911.2 ms [2022-03-06 09:31:12 main:574] : INFO : Epoch 1608 | loss: 0.0311596 | val_loss: 0.0311722 | Time: 5421.66 ms [2022-03-06 09:31:17 main:574] : INFO : Epoch 1609 | loss: 0.03116 | val_loss: 0.0311763 | Time: 5416.1 ms [2022-03-06 09:31:23 main:574] : INFO : Epoch 1610 | loss: 0.0311603 | val_loss: 0.0311739 | Time: 5450.34 ms [2022-03-06 09:31:28 main:574] : INFO : Epoch 1611 | loss: 0.0311605 | val_loss: 0.0311862 | Time: 5448.54 ms [2022-03-06 09:31:34 main:574] : INFO : Epoch 1612 | loss: 0.0311655 | val_loss: 0.0311762 | Time: 5450.89 ms [2022-03-06 09:31:39 main:574] : INFO : Epoch 1613 | loss: 0.0311676 | val_loss: 0.0311727 | Time: 5602.31 ms [2022-03-06 09:31:45 main:574] : INFO : Epoch 1614 | loss: 0.031167 | val_loss: 0.0311733 | Time: 5380.89 ms [2022-03-06 09:31:50 main:574] : INFO : Epoch 1615 | loss: 0.0311684 | val_loss: 0.0311764 | Time: 5602.54 ms [2022-03-06 09:31:56 main:574] : INFO : Epoch 1616 | loss: 0.0311672 | val_loss: 0.031176 | Time: 5740.91 ms [2022-03-06 09:32:01 main:574] : INFO : Epoch 1617 | loss: 0.0311659 | val_loss: 0.0311745 | Time: 5471.19 ms [2022-03-06 09:32:07 main:574] : INFO : Epoch 1618 | loss: 0.0311648 | val_loss: 0.0311734 | Time: 5417.54 ms [2022-03-06 09:32:12 main:574] : INFO : Epoch 1619 | loss: 0.0311655 | val_loss: 0.0311778 | Time: 5427.45 ms [2022-03-06 09:32:18 main:574] : INFO : Epoch 1620 | loss: 0.031165 | val_loss: 0.0311797 | Time: 5424.47 ms [2022-03-06 09:32:23 main:574] : INFO : Epoch 1621 | loss: 0.031165 | val_loss: 0.0311729 | Time: 5429.67 ms [2022-03-06 09:32:29 main:574] : INFO : Epoch 1622 | loss: 0.031163 | val_loss: 0.0311785 | Time: 5438.25 ms [2022-03-06 09:32:34 main:574] : INFO : Epoch 1623 | loss: 0.0311627 | val_loss: 0.0311747 | Time: 5831.78 ms [2022-03-06 09:32:40 main:574] : INFO : Epoch 1624 | loss: 0.0311631 | val_loss: 0.0311755 | Time: 5438.5 ms [2022-03-06 09:32:45 main:574] : INFO : Epoch 1625 | loss: 0.0311647 | val_loss: 0.0311752 | Time: 5401.54 ms [2022-03-06 09:32:51 main:574] : INFO : Epoch 1626 | loss: 0.0311638 | val_loss: 0.0311752 | Time: 5539.99 ms [2022-03-06 09:32:57 main:574] : INFO : Epoch 1627 | loss: 0.0311637 | val_loss: 0.0311736 | Time: 5841.19 ms [2022-03-06 09:33:02 main:574] : INFO : Epoch 1628 | loss: 0.0311632 | val_loss: 0.0311739 | Time: 5416.47 ms [2022-03-06 09:33:08 main:574] : INFO : Epoch 1629 | loss: 0.0311642 | val_loss: 0.0311748 | Time: 5443.86 ms [2022-03-06 09:33:13 main:574] : INFO : Epoch 1630 | loss: 0.0311621 | val_loss: 0.0311737 | Time: 5433.55 ms [2022-03-06 09:33:18 main:574] : INFO : Epoch 1631 | loss: 0.0311629 | val_loss: 0.0311755 | Time: 5418.27 ms [2022-03-06 09:33:24 main:574] : INFO : Epoch 1632 | loss: 0.0311654 | val_loss: 0.0311764 | Time: 5435.63 ms [2022-03-06 09:33:29 main:574] : INFO : Epoch 1633 | loss: 0.0311655 | val_loss: 0.0311733 | Time: 5412.51 ms [2022-03-06 09:33:35 main:574] : INFO : Epoch 1634 | loss: 0.0311621 | val_loss: 0.0311751 | Time: 5489.19 ms [2022-03-06 09:33:40 main:574] : INFO : Epoch 1635 | loss: 0.0311629 | val_loss: 0.0311738 | Time: 5519.64 ms [2022-03-06 09:33:46 main:574] : INFO : Epoch 1636 | loss: 0.0311637 | val_loss: 0.0311799 | Time: 5414.44 ms [2022-03-06 09:33:51 main:574] : INFO : Epoch 1637 | loss: 0.0311714 | val_loss: 0.03118 | Time: 5506.74 ms [2022-03-06 09:33:57 main:574] : INFO : Epoch 1638 | loss: 0.0352985 | val_loss: 0.0353985 | Time: 5579.35 ms [2022-03-06 09:34:02 main:574] : INFO : Epoch 1639 | loss: 0.0330103 | val_loss: 0.0318341 | Time: 5466.96 ms [2022-03-06 09:34:08 main:574] : INFO : Epoch 1640 | loss: 0.0314901 | val_loss: 0.031253 | Time: 5367.24 ms [2022-03-06 09:34:13 main:574] : INFO : Epoch 1641 | loss: 0.0312548 | val_loss: 0.031217 | Time: 5409.44 ms [2022-03-06 09:34:19 main:574] : INFO : Epoch 1642 | loss: 0.0312098 | val_loss: 0.0311979 | Time: 5658.88 ms [2022-03-06 09:34:24 main:574] : INFO : Epoch 1643 | loss: 0.0311944 | val_loss: 0.0311877 | Time: 5478.04 ms [2022-03-06 09:34:30 main:574] : INFO : Epoch 1644 | loss: 0.0311866 | val_loss: 0.0311822 | Time: 5440.31 ms [2022-03-06 09:34:35 main:574] : INFO : Epoch 1645 | loss: 0.0311825 | val_loss: 0.031181 | Time: 5434.35 ms [2022-03-06 09:34:41 main:574] : INFO : Epoch 1646 | loss: 0.0311796 | val_loss: 0.0311766 | Time: 5466.13 ms [2022-03-06 09:34:46 main:574] : INFO : Epoch 1647 | loss: 0.0311771 | val_loss: 0.0311751 | Time: 5412.09 ms [2022-03-06 09:34:52 main:574] : INFO : Epoch 1648 | loss: 0.031175 | val_loss: 0.0311723 | Time: 5549.46 ms [2022-03-06 09:34:58 main:574] : INFO : Epoch 1649 | loss: 0.0311716 | val_loss: 0.0311722 | Time: 6044.02 ms [2022-03-06 09:35:03 main:574] : INFO : Epoch 1650 | loss: 0.0311697 | val_loss: 0.0311721 | Time: 5469.45 ms [2022-03-06 09:35:09 main:574] : INFO : Epoch 1651 | loss: 0.0311694 | val_loss: 0.0311728 | Time: 5436.81 ms [2022-03-06 09:35:14 main:574] : INFO : Epoch 1652 | loss: 0.0311679 | val_loss: 0.0311735 | Time: 5579.47 ms [2022-03-06 09:35:20 main:574] : INFO : Epoch 1653 | loss: 0.0311671 | val_loss: 0.0311746 | Time: 5651.21 ms [2022-03-06 09:35:25 main:574] : INFO : Epoch 1654 | loss: 0.0311689 | val_loss: 0.0311726 | Time: 5462.56 ms [2022-03-06 09:35:31 main:574] : INFO : Epoch 1655 | loss: 0.0311677 | val_loss: 0.0311726 | Time: 5397.2 ms [2022-03-06 09:35:36 main:574] : INFO : Epoch 1656 | loss: 0.0311677 | val_loss: 0.0311704 | Time: 5484.87 ms [2022-03-06 09:35:42 main:574] : INFO : Epoch 1657 | loss: 0.0311665 | val_loss: 0.0311714 | Time: 5446.42 ms [2022-03-06 09:35:47 main:574] : INFO : Epoch 1658 | loss: 0.0311662 | val_loss: 0.0311704 | Time: 5402.21 ms [2022-03-06 09:35:53 main:574] : INFO : Epoch 1659 | loss: 0.0311646 | val_loss: 0.0311707 | Time: 5513.43 ms [2022-03-06 09:35:59 main:574] : INFO : Epoch 1660 | loss: 0.0311643 | val_loss: 0.0311713 | Time: 6029.93 ms [2022-03-06 09:36:04 main:574] : INFO : Epoch 1661 | loss: 0.0311647 | val_loss: 0.0311736 | Time: 5439.1 ms [2022-03-06 09:36:09 main:574] : INFO : Epoch 1662 | loss: 0.0311646 | val_loss: 0.0311722 | Time: 5430.17 ms [2022-03-06 09:36:15 main:574] : INFO : Epoch 1663 | loss: 0.0311641 | val_loss: 0.0311712 | Time: 5440.11 ms [2022-03-06 09:36:20 main:574] : INFO : Epoch 1664 | loss: 0.0311625 | val_loss: 0.0311707 | Time: 5483.26 ms [2022-03-06 09:36:26 main:574] : INFO : Epoch 1665 | loss: 0.0311622 | val_loss: 0.0311722 | Time: 5423.95 ms [2022-03-06 09:36:31 main:574] : INFO : Epoch 1666 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 5456.83 ms [2022-03-06 09:36:37 main:574] : INFO : Epoch 1667 | loss: 0.0311623 | val_loss: 0.0311701 | Time: 5385.59 ms [2022-03-06 09:36:42 main:574] : INFO : Epoch 1668 | loss: 0.0311627 | val_loss: 0.0311702 | Time: 5429.86 ms [2022-03-06 09:36:48 main:574] : INFO : Epoch 1669 | loss: 0.031165 | val_loss: 0.0311722 | Time: 5389.35 ms [2022-03-06 09:36:53 main:574] : INFO : Epoch 1670 | loss: 0.0311643 | val_loss: 0.0311714 | Time: 5516.04 ms [2022-03-06 09:36:59 main:574] : INFO : Epoch 1671 | loss: 0.0311639 | val_loss: 0.0311713 | Time: 5688.02 ms [2022-03-06 09:37:04 main:574] : INFO : Epoch 1672 | loss: 0.0311639 | val_loss: 0.0311719 | Time: 5473.32 ms [2022-03-06 09:37:10 main:574] : INFO : Epoch 1673 | loss: 0.0311633 | val_loss: 0.0311708 | Time: 5391.3 ms [2022-03-06 09:37:15 main:574] : INFO : Epoch 1674 | loss: 0.0311623 | val_loss: 0.0311708 | Time: 5469.14 ms [2022-03-06 09:37:21 main:574] : INFO : Epoch 1675 | loss: 0.0311628 | val_loss: 0.0311728 | Time: 5467.15 ms [2022-03-06 09:37:26 main:574] : INFO : Epoch 1676 | loss: 0.0311631 | val_loss: 0.0311715 | Time: 5421.21 ms [2022-03-06 09:37:31 main:574] : INFO : Epoch 1677 | loss: 0.0311621 | val_loss: 0.0311718 | Time: 5441.31 ms [2022-03-06 09:37:37 main:574] : INFO : Epoch 1678 | loss: 0.0311621 | val_loss: 0.0311718 | Time: 5686.25 ms [2022-03-06 09:37:43 main:574] : INFO : Epoch 1679 | loss: 0.0311613 | val_loss: 0.0311719 | Time: 5782.46 ms [2022-03-06 09:37:48 main:574] : INFO : Epoch 1680 | loss: 0.0311614 | val_loss: 0.0311712 | Time: 5449.56 ms [2022-03-06 09:37:54 main:574] : INFO : Epoch 1681 | loss: 0.0311609 | val_loss: 0.0311737 | Time: 5455.33 ms [2022-03-06 09:38:00 main:574] : INFO : Epoch 1682 | loss: 0.031161 | val_loss: 0.0311715 | Time: 5902.32 ms [2022-03-06 09:38:06 main:574] : INFO : Epoch 1683 | loss: 0.0311608 | val_loss: 0.0311715 | Time: 5962.09 ms [2022-03-06 09:38:11 main:574] : INFO : Epoch 1684 | loss: 0.0311605 | val_loss: 0.0311722 | Time: 5421.5 ms [2022-03-06 09:38:17 main:574] : INFO : Epoch 1685 | loss: 0.0311597 | val_loss: 0.0311723 | Time: 5412.09 ms [2022-03-06 09:38:22 main:574] : INFO : Epoch 1686 | loss: 0.0311602 | val_loss: 0.0311731 | Time: 5374.55 ms [2022-03-06 09:38:27 main:574] : INFO : Epoch 1687 | loss: 0.0311601 | val_loss: 0.0311721 | Time: 5399.43 ms [2022-03-06 09:38:33 main:574] : INFO : Epoch 1688 | loss: 0.0311595 | val_loss: 0.031172 | Time: 5453.48 ms [2022-03-06 09:38:38 main:574] : INFO : Epoch 1689 | loss: 0.0311598 | val_loss: 0.0311742 | Time: 5490.6 ms [2022-03-06 09:38:44 main:574] : INFO : Epoch 1690 | loss: 0.0311599 | val_loss: 0.031172 | Time: 5469.57 ms [2022-03-06 09:38:49 main:574] : INFO : Epoch 1691 | loss: 0.0311595 | val_loss: 0.0311735 | Time: 5457.67 ms [2022-03-06 09:38:55 main:574] : INFO : Epoch 1692 | loss: 0.0311592 | val_loss: 0.0311731 | Time: 5385.05 ms [2022-03-06 09:39:00 main:574] : INFO : Epoch 1693 | loss: 0.0311589 | val_loss: 0.0311729 | Time: 5440.73 ms [2022-03-06 09:39:06 main:574] : INFO : Epoch 1694 | loss: 0.0311591 | val_loss: 0.031173 | Time: 5496.49 ms [2022-03-06 09:39:11 main:574] : INFO : Epoch 1695 | loss: 0.0311611 | val_loss: 0.0311746 | Time: 5454.79 ms [2022-03-06 09:39:17 main:574] : INFO : Epoch 1696 | loss: 0.0311594 | val_loss: 0.0311742 | Time: 5945.91 ms [2022-03-06 09:39:22 main:574] : INFO : Epoch 1697 | loss: 0.0311597 | val_loss: 0.0311735 | Time: 5438.55 ms [2022-03-06 09:39:28 main:574] : INFO : Epoch 1698 | loss: 0.0311592 | val_loss: 0.0311737 | Time: 5443.72 ms [2022-03-06 09:39:33 main:574] : INFO : Epoch 1699 | loss: 0.0311586 | val_loss: 0.0311727 | Time: 5430.87 ms [2022-03-06 09:39:39 main:574] : INFO : Epoch 1700 | loss: 0.031158 | val_loss: 0.0311728 | Time: 5634.07 ms [2022-03-06 09:39:45 main:574] : INFO : Epoch 1701 | loss: 0.0311582 | val_loss: 0.0311722 | Time: 6149.67 ms [2022-03-06 09:39:51 main:574] : INFO : Epoch 1702 | loss: 0.0311588 | val_loss: 0.0311752 | Time: 5637.58 ms [2022-03-06 09:39:57 main:574] : INFO : Epoch 1703 | loss: 0.0311607 | val_loss: 0.0311733 | Time: 6115.81 ms [2022-03-06 09:40:03 main:574] : INFO : Epoch 1704 | loss: 0.0311609 | val_loss: 0.031172 | Time: 5643.81 ms [2022-03-06 09:40:08 main:574] : INFO : Epoch 1705 | loss: 0.0311595 | val_loss: 0.0311732 | Time: 5485.67 ms [2022-03-06 09:40:14 main:574] : INFO : Epoch 1706 | loss: 0.0311581 | val_loss: 0.0311712 | Time: 5540.08 ms [2022-03-06 09:40:19 main:574] : INFO : Epoch 1707 | loss: 0.031158 | val_loss: 0.031172 | Time: 5496.8 ms [2022-03-06 09:40:25 main:574] : INFO : Epoch 1708 | loss: 0.0311584 | val_loss: 0.0311717 | Time: 5429.27 ms [2022-03-06 09:40:30 main:574] : INFO : Epoch 1709 | loss: 0.031158 | val_loss: 0.0311724 | Time: 5537.46 ms [2022-03-06 09:40:36 main:574] : INFO : Epoch 1710 | loss: 0.031157 | val_loss: 0.0311731 | Time: 5532.99 ms [2022-03-06 09:40:41 main:574] : INFO : Epoch 1711 | loss: 0.0311571 | val_loss: 0.0311728 | Time: 5422.73 ms [2022-03-06 09:40:47 main:574] : INFO : Epoch 1712 | loss: 0.0311573 | val_loss: 0.031174 | Time: 5569.5 ms [2022-03-06 09:40:52 main:574] : INFO : Epoch 1713 | loss: 0.0311572 | val_loss: 0.0311724 | Time: 5445.02 ms [2022-03-06 09:40:58 main:574] : INFO : Epoch 1714 | loss: 0.0311578 | val_loss: 0.0311735 | Time: 5470.69 ms [2022-03-06 09:41:03 main:574] : INFO : Epoch 1715 | loss: 0.0311569 | val_loss: 0.0311768 | Time: 5429.3 ms [2022-03-06 09:41:08 main:574] : INFO : Epoch 1716 | loss: 0.0311576 | val_loss: 0.031172 | Time: 5451.45 ms [2022-03-06 09:41:14 main:574] : INFO : Epoch 1717 | loss: 0.0311571 | val_loss: 0.0311728 | Time: 5469.32 ms [2022-03-06 09:41:19 main:574] : INFO : Epoch 1718 | loss: 0.031158 | val_loss: 0.0311739 | Time: 5499.33 ms [2022-03-06 09:41:25 main:574] : INFO : Epoch 1719 | loss: 0.0311615 | val_loss: 0.0311723 | Time: 5494.38 ms [2022-03-06 09:41:30 main:574] : INFO : Epoch 1720 | loss: 0.0311613 | val_loss: 0.031172 | Time: 5425.29 ms [2022-03-06 09:41:36 main:574] : INFO : Epoch 1721 | loss: 0.0311611 | val_loss: 0.0311752 | Time: 5551.18 ms [2022-03-06 09:41:41 main:574] : INFO : Epoch 1722 | loss: 0.031163 | val_loss: 0.0311765 | Time: 5494.02 ms [2022-03-06 09:41:47 main:574] : INFO : Epoch 1723 | loss: 0.0311639 | val_loss: 0.0311768 | Time: 5509.31 ms [2022-03-06 09:41:52 main:574] : INFO : Epoch 1724 | loss: 0.0311625 | val_loss: 0.0311741 | Time: 5413.7 ms [2022-03-06 09:41:58 main:574] : INFO : Epoch 1725 | loss: 0.0311618 | val_loss: 0.0311743 | Time: 5477.95 ms [2022-03-06 09:42:03 main:574] : INFO : Epoch 1726 | loss: 0.031161 | val_loss: 0.0311733 | Time: 5435.61 ms [2022-03-06 09:42:09 main:574] : INFO : Epoch 1727 | loss: 0.0311603 | val_loss: 0.0311742 | Time: 5420.39 ms [2022-03-06 09:42:14 main:574] : INFO : Epoch 1728 | loss: 0.0311613 | val_loss: 0.0311735 | Time: 5432.68 ms [2022-03-06 09:42:20 main:574] : INFO : Epoch 1729 | loss: 0.0311603 | val_loss: 0.0311734 | Time: 5448.54 ms [2022-03-06 09:42:25 main:574] : INFO : Epoch 1730 | loss: 0.0311624 | val_loss: 0.0311754 | Time: 5478.18 ms [2022-03-06 09:42:31 main:574] : INFO : Epoch 1731 | loss: 0.031161 | val_loss: 0.0311741 | Time: 5444.17 ms [2022-03-06 09:42:36 main:574] : INFO : Epoch 1732 | loss: 0.03116 | val_loss: 0.0311741 | Time: 5437.61 ms [2022-03-06 09:42:42 main:574] : INFO : Epoch 1733 | loss: 0.0311606 | val_loss: 0.0311724 | Time: 5451.79 ms [2022-03-06 09:42:47 main:574] : INFO : Epoch 1734 | loss: 0.0311592 | val_loss: 0.0311704 | Time: 5438.39 ms [2022-03-06 09:42:53 main:574] : INFO : Epoch 1735 | loss: 0.0311591 | val_loss: 0.0311763 | Time: 5731.74 ms [2022-03-06 09:42:59 main:574] : INFO : Epoch 1736 | loss: 0.031164 | val_loss: 0.0311764 | Time: 5928.86 ms [2022-03-06 09:43:04 main:574] : INFO : Epoch 1737 | loss: 0.0311625 | val_loss: 0.0311745 | Time: 5424.79 ms [2022-03-06 09:43:10 main:574] : INFO : Epoch 1738 | loss: 0.0311624 | val_loss: 0.0311735 | Time: 5492.25 ms [2022-03-06 09:43:15 main:574] : INFO : Epoch 1739 | loss: 0.0311613 | val_loss: 0.031175 | Time: 5476.66 ms [2022-03-06 09:43:20 main:574] : INFO : Epoch 1740 | loss: 0.0311594 | val_loss: 0.0311741 | Time: 5424.95 ms [2022-03-06 09:43:26 main:574] : INFO : Epoch 1741 | loss: 0.031159 | val_loss: 0.0311716 | Time: 5429.47 ms [2022-03-06 09:43:31 main:574] : INFO : Epoch 1742 | loss: 0.0311595 | val_loss: 0.031174 | Time: 5483.64 ms [2022-03-06 09:43:37 main:574] : INFO : Epoch 1743 | loss: 0.0311584 | val_loss: 0.0311744 | Time: 5418.85 ms [2022-03-06 09:43:42 main:574] : INFO : Epoch 1744 | loss: 0.0311593 | val_loss: 0.0311732 | Time: 5418.85 ms [2022-03-06 09:43:48 main:574] : INFO : Epoch 1745 | loss: 0.0311583 | val_loss: 0.0311759 | Time: 5407.19 ms [2022-03-06 09:43:53 main:574] : INFO : Epoch 1746 | loss: 0.031159 | val_loss: 0.0311721 | Time: 5431.35 ms [2022-03-06 09:43:59 main:574] : INFO : Epoch 1747 | loss: 0.0311614 | val_loss: 0.0311772 | Time: 5471.41 ms [2022-03-06 09:44:04 main:574] : INFO : Epoch 1748 | loss: 0.0311609 | val_loss: 0.0311729 | Time: 5409.67 ms [2022-03-06 09:44:09 main:574] : INFO : Epoch 1749 | loss: 0.0311621 | val_loss: 0.031173 | Time: 5435.46 ms [2022-03-06 09:44:15 main:574] : INFO : Epoch 1750 | loss: 0.0311605 | val_loss: 0.0311738 | Time: 5399.7 ms [2022-03-06 09:44:20 main:574] : INFO : Epoch 1751 | loss: 0.0311593 | val_loss: 0.0311713 | Time: 5437.61 ms [2022-03-06 09:44:26 main:574] : INFO : Epoch 1752 | loss: 0.0311588 | val_loss: 0.0311753 | Time: 5420.52 ms [2022-03-06 09:44:31 main:574] : INFO : Epoch 1753 | loss: 0.03116 | val_loss: 0.0311749 | Time: 5389.95 ms [2022-03-06 09:44:37 main:574] : INFO : Epoch 1754 | loss: 0.031159 | val_loss: 0.0311757 | Time: 5458.46 ms [2022-03-06 09:44:42 main:574] : INFO : Epoch 1755 | loss: 0.0311599 | val_loss: 0.0311758 | Time: 5432.12 ms [2022-03-06 09:44:47 main:574] : INFO : Epoch 1756 | loss: 0.0311636 | val_loss: 0.0311756 | Time: 5406.95 ms [2022-03-06 09:44:53 main:574] : INFO : Epoch 1757 | loss: 0.0311633 | val_loss: 0.0311764 | Time: 5396.21 ms [2022-03-06 09:44:58 main:574] : INFO : Epoch 1758 | loss: 0.0311645 | val_loss: 0.0311742 | Time: 5403.27 ms [2022-03-06 09:45:04 main:574] : INFO : Epoch 1759 | loss: 0.0311623 | val_loss: 0.0311719 | Time: 5536.41 ms [2022-03-06 09:45:09 main:574] : INFO : Epoch 1760 | loss: 0.0311611 | val_loss: 0.0311755 | Time: 5390.9 ms [2022-03-06 09:45:15 main:574] : INFO : Epoch 1761 | loss: 0.0311598 | val_loss: 0.0311747 | Time: 5828.13 ms [2022-03-06 09:45:21 main:574] : INFO : Epoch 1762 | loss: 0.0311595 | val_loss: 0.0311715 | Time: 5966.92 ms [2022-03-06 09:45:27 main:574] : INFO : Epoch 1763 | loss: 0.0311592 | val_loss: 0.0311744 | Time: 6407.77 ms [2022-03-06 09:45:33 main:574] : INFO : Epoch 1764 | loss: 0.0311604 | val_loss: 0.0311717 | Time: 5461.2 ms [2022-03-06 09:45:38 main:574] : INFO : Epoch 1765 | loss: 0.0311589 | val_loss: 0.0311749 | Time: 5432.37 ms [2022-03-06 09:45:44 main:574] : INFO : Epoch 1766 | loss: 0.0311585 | val_loss: 0.0311744 | Time: 5459.96 ms [2022-03-06 09:45:49 main:574] : INFO : Epoch 1767 | loss: 0.0311587 | val_loss: 0.0311747 | Time: 5460.34 ms [2022-03-06 09:45:55 main:574] : INFO : Epoch 1768 | loss: 0.0311581 | val_loss: 0.0311736 | Time: 5378.35 ms [2022-03-06 09:46:00 main:574] : INFO : Epoch 1769 | loss: 0.0311575 | val_loss: 0.031173 | Time: 5419 ms [2022-03-06 09:46:06 main:574] : INFO : Epoch 1770 | loss: 0.0311578 | val_loss: 0.0311722 | Time: 5505.63 ms [2022-03-06 09:46:11 main:574] : INFO : Epoch 1771 | loss: 0.0311575 | val_loss: 0.0311692 | Time: 5498.13 ms [2022-03-06 09:46:16 main:574] : INFO : Epoch 1772 | loss: 0.0311577 | val_loss: 0.0311731 | Time: 5375.79 ms [2022-03-06 09:46:22 main:574] : INFO : Epoch 1773 | loss: 0.0311587 | val_loss: 0.0311728 | Time: 5395.99 ms [2022-03-06 09:46:27 main:574] : INFO : Epoch 1774 | loss: 0.0311582 | val_loss: 0.0311739 | Time: 5386.56 ms [2022-03-06 09:46:33 main:574] : INFO : Epoch 1775 | loss: 0.0311575 | val_loss: 0.0311723 | Time: 5421.43 ms [2022-03-06 09:46:38 main:574] : INFO : Epoch 1776 | loss: 0.0311592 | val_loss: 0.0311695 | Time: 5490.02 ms [2022-03-06 09:46:44 main:574] : INFO : Epoch 1777 | loss: 0.031158 | val_loss: 0.0311733 | Time: 5468.26 ms [2022-03-06 09:46:49 main:574] : INFO : Epoch 1778 | loss: 0.0311572 | val_loss: 0.0311766 | Time: 5444.09 ms [2022-03-06 09:46:55 main:574] : INFO : Epoch 1779 | loss: 0.0311578 | val_loss: 0.0311741 | Time: 5423.14 ms [2022-03-06 09:47:00 main:574] : INFO : Epoch 1780 | loss: 0.0311576 | val_loss: 0.0311722 | Time: 5403.28 ms [2022-03-06 09:47:06 main:574] : INFO : Epoch 1781 | loss: 0.0311582 | val_loss: 0.0311719 | Time: 5997.36 ms [2022-03-06 09:47:12 main:574] : INFO : Epoch 1782 | loss: 0.0311572 | val_loss: 0.0311776 | Time: 5771.78 ms [2022-03-06 09:47:17 main:574] : INFO : Epoch 1783 | loss: 0.0311583 | val_loss: 0.0311791 | Time: 5419.28 ms [2022-03-06 09:47:23 main:574] : INFO : Epoch 1784 | loss: 0.0311567 | val_loss: 0.031174 | Time: 5426.42 ms [2022-03-06 09:47:28 main:574] : INFO : Epoch 1785 | loss: 0.0311562 | val_loss: 0.031174 | Time: 5458.02 ms [2022-03-06 09:47:33 main:574] : INFO : Epoch 1786 | loss: 0.0311573 | val_loss: 0.0311755 | Time: 5345.14 ms [2022-03-06 09:47:39 main:574] : INFO : Epoch 1787 | loss: 0.0311566 | val_loss: 0.0311747 | Time: 5401.02 ms [2022-03-06 09:47:44 main:574] : INFO : Epoch 1788 | loss: 0.0311569 | val_loss: 0.0311763 | Time: 5458.76 ms [2022-03-06 09:47:50 main:574] : INFO : Epoch 1789 | loss: 0.0311562 | val_loss: 0.0311756 | Time: 5930.38 ms [2022-03-06 09:47:56 main:574] : INFO : Epoch 1790 | loss: 0.0311562 | val_loss: 0.0311785 | Time: 6064.36 ms [2022-03-06 09:48:02 main:574] : INFO : Epoch 1791 | loss: 0.0311548 | val_loss: 0.0311824 | Time: 5610.75 ms [2022-03-06 09:48:08 main:574] : INFO : Epoch 1792 | loss: 0.0311554 | val_loss: 0.0311833 | Time: 5901.76 ms [2022-03-06 09:48:14 main:574] : INFO : Epoch 1793 | loss: 0.0311567 | val_loss: 0.0311791 | Time: 6382.88 ms [2022-03-06 09:48:21 main:574] : INFO : Epoch 1794 | loss: 0.0311557 | val_loss: 0.0311773 | Time: 6392.56 ms [2022-03-06 09:48:26 main:574] : INFO : Epoch 1795 | loss: 0.031156 | val_loss: 0.0311813 | Time: 5565.99 ms [2022-03-06 09:48:32 main:574] : INFO : Epoch 1796 | loss: 0.0311625 | val_loss: 0.0311784 | Time: 5390.66 ms [2022-03-06 09:48:37 main:574] : INFO : Epoch 1797 | loss: 0.0311598 | val_loss: 0.0311748 | Time: 5457.23 ms [2022-03-06 09:48:42 main:574] : INFO : Epoch 1798 | loss: 0.0311615 | val_loss: 0.0311758 | Time: 5418.1 ms [2022-03-06 09:48:48 main:574] : INFO : Epoch 1799 | loss: 0.0311608 | val_loss: 0.0311755 | Time: 5406.38 ms [2022-03-06 09:48:53 main:574] : INFO : Epoch 1800 | loss: 0.0311587 | val_loss: 0.0311749 | Time: 5496.21 ms [2022-03-06 09:48:59 main:574] : INFO : Epoch 1801 | loss: 0.0311574 | val_loss: 0.0311755 | Time: 6056.93 ms [2022-03-06 09:49:05 main:574] : INFO : Epoch 1802 | loss: 0.031158 | val_loss: 0.031177 | Time: 5410.71 ms [2022-03-06 09:49:10 main:574] : INFO : Epoch 1803 | loss: 0.0311579 | val_loss: 0.0311765 | Time: 5445.34 ms [2022-03-06 09:49:16 main:574] : INFO : Epoch 1804 | loss: 0.031159 | val_loss: 0.031177 | Time: 5585.02 ms [2022-03-06 09:49:22 main:574] : INFO : Epoch 1805 | loss: 0.0311576 | val_loss: 0.0311801 | Time: 5831.91 ms [2022-03-06 09:49:27 main:574] : INFO : Epoch 1806 | loss: 0.0311574 | val_loss: 0.0311763 | Time: 5456.91 ms [2022-03-06 09:49:33 main:574] : INFO : Epoch 1807 | loss: 0.0311585 | val_loss: 0.0311771 | Time: 5434.12 ms [2022-03-06 09:49:38 main:574] : INFO : Epoch 1808 | loss: 0.0311579 | val_loss: 0.0311752 | Time: 5502.99 ms [2022-03-06 09:49:44 main:574] : INFO : Epoch 1809 | loss: 0.0311595 | val_loss: 0.0311764 | Time: 5838.7 ms [2022-03-06 09:49:50 main:574] : INFO : Epoch 1810 | loss: 0.0311577 | val_loss: 0.0311771 | Time: 6157.53 ms [2022-03-06 09:49:56 main:574] : INFO : Epoch 1811 | loss: 0.0311573 | val_loss: 0.0311762 | Time: 5879.59 ms [2022-03-06 09:50:02 main:574] : INFO : Epoch 1812 | loss: 0.0311569 | val_loss: 0.031175 | Time: 5500.33 ms [2022-03-06 09:50:07 main:574] : INFO : Epoch 1813 | loss: 0.0311565 | val_loss: 0.0311737 | Time: 5585.13 ms [2022-03-06 09:50:13 main:574] : INFO : Epoch 1814 | loss: 0.0311562 | val_loss: 0.0311743 | Time: 5432.83 ms [2022-03-06 09:50:18 main:574] : INFO : Epoch 1815 | loss: 0.0311572 | val_loss: 0.0311759 | Time: 5440.15 ms [2022-03-06 09:50:24 main:574] : INFO : Epoch 1816 | loss: 0.031159 | val_loss: 0.0311753 | Time: 5425.57 ms [2022-03-06 09:50:29 main:574] : INFO : Epoch 1817 | loss: 0.0311582 | val_loss: 0.0311756 | Time: 5440.13 ms [2022-03-06 09:50:35 main:574] : INFO : Epoch 1818 | loss: 0.0311574 | val_loss: 0.0311757 | Time: 5598.35 ms [2022-03-06 09:50:40 main:574] : INFO : Epoch 1819 | loss: 0.0311575 | val_loss: 0.0311763 | Time: 5461.7 ms [2022-03-06 09:50:45 main:574] : INFO : Epoch 1820 | loss: 0.031159 | val_loss: 0.0311758 | Time: 5438.71 ms [2022-03-06 09:50:51 main:574] : INFO : Epoch 1821 | loss: 0.0311615 | val_loss: 0.0311728 | Time: 5474.14 ms [2022-03-06 09:50:57 main:574] : INFO : Epoch 1822 | loss: 0.0311592 | val_loss: 0.0311745 | Time: 5549.14 ms [2022-03-06 09:51:02 main:574] : INFO : Epoch 1823 | loss: 0.0311599 | val_loss: 0.0311741 | Time: 5423.2 ms [2022-03-06 09:51:07 main:574] : INFO : Epoch 1824 | loss: 0.0311595 | val_loss: 0.0311736 | Time: 5414.42 ms [2022-03-06 09:51:13 main:574] : INFO : Epoch 1825 | loss: 0.03116 | val_loss: 0.0311764 | Time: 5756.22 ms [2022-03-06 09:51:19 main:574] : INFO : Epoch 1826 | loss: 0.0311596 | val_loss: 0.0311738 | Time: 5470.52 ms [2022-03-06 09:51:24 main:574] : INFO : Epoch 1827 | loss: 0.0311579 | val_loss: 0.0311766 | Time: 5429.89 ms [2022-03-06 09:51:29 main:574] : INFO : Epoch 1828 | loss: 0.0311579 | val_loss: 0.0311713 | Time: 5376.04 ms [2022-03-06 09:51:35 main:574] : INFO : Epoch 1829 | loss: 0.0311592 | val_loss: 0.031175 | Time: 5408.87 ms [2022-03-06 09:51:40 main:574] : INFO : Epoch 1830 | loss: 0.0311585 | val_loss: 0.0311761 | Time: 5409.82 ms [2022-03-06 09:51:47 main:574] : INFO : Epoch 1831 | loss: 0.031159 | val_loss: 0.0311749 | Time: 6358.81 ms [2022-03-06 09:51:53 main:574] : INFO : Epoch 1832 | loss: 0.0311589 | val_loss: 0.0311746 | Time: 6019.35 ms [2022-03-06 09:51:58 main:574] : INFO : Epoch 1833 | loss: 0.0311588 | val_loss: 0.0311742 | Time: 5545.21 ms [2022-03-06 09:52:04 main:574] : INFO : Epoch 1834 | loss: 0.0311599 | val_loss: 0.0311742 | Time: 5416.47 ms [2022-03-06 09:52:09 main:574] : INFO : Epoch 1835 | loss: 0.0311575 | val_loss: 0.0311768 | Time: 5395.61 ms [2022-03-06 09:52:14 main:574] : INFO : Epoch 1836 | loss: 0.0311578 | val_loss: 0.0311735 | Time: 5397.07 ms [2022-03-06 09:52:20 main:574] : INFO : Epoch 1837 | loss: 0.0311589 | val_loss: 0.0311731 | Time: 5403.75 ms [2022-03-06 09:52:25 main:574] : INFO : Epoch 1838 | loss: 0.031158 | val_loss: 0.0311774 | Time: 5501.15 ms [2022-03-06 09:52:31 main:574] : INFO : Epoch 1839 | loss: 0.0311589 | val_loss: 0.0311749 | Time: 5458.33 ms [2022-03-06 09:52:36 main:574] : INFO : Epoch 1840 | loss: 0.0311583 | val_loss: 0.0311747 | Time: 5385.67 ms [2022-03-06 09:52:42 main:574] : INFO : Epoch 1841 | loss: 0.031157 | val_loss: 0.0311735 | Time: 5644.94 ms [2022-03-06 09:52:47 main:574] : INFO : Epoch 1842 | loss: 0.0311559 | val_loss: 0.0311762 | Time: 5429.27 ms [2022-03-06 09:52:53 main:574] : INFO : Epoch 1843 | loss: 0.0311563 | val_loss: 0.0311775 | Time: 5448.73 ms [2022-03-06 09:52:58 main:574] : INFO : Epoch 1844 | loss: 0.0311583 | val_loss: 0.0311812 | Time: 5456.51 ms [2022-03-06 09:53:04 main:574] : INFO : Epoch 1845 | loss: 0.0311607 | val_loss: 0.0311735 | Time: 5920.43 ms [2022-03-06 09:53:10 main:574] : INFO : Epoch 1846 | loss: 0.0311564 | val_loss: 0.0311772 | Time: 6032.34 ms [2022-03-06 09:53:16 main:574] : INFO : Epoch 1847 | loss: 0.0311563 | val_loss: 0.0311758 | Time: 5392.09 ms [2022-03-06 09:53:21 main:574] : INFO : Epoch 1848 | loss: 0.0311561 | val_loss: 0.031172 | Time: 5432.79 ms [2022-03-06 09:53:26 main:574] : INFO : Epoch 1849 | loss: 0.0311566 | val_loss: 0.0311745 | Time: 5422.15 ms [2022-03-06 09:53:32 main:574] : INFO : Epoch 1850 | loss: 0.0311552 | val_loss: 0.0311766 | Time: 5403.62 ms [2022-03-06 09:53:37 main:574] : INFO : Epoch 1851 | loss: 0.0311561 | val_loss: 0.0311784 | Time: 5431.36 ms [2022-03-06 09:53:43 main:574] : INFO : Epoch 1852 | loss: 0.0311565 | val_loss: 0.031177 | Time: 5437.57 ms [2022-03-06 09:53:48 main:574] : INFO : Epoch 1853 | loss: 0.0311562 | val_loss: 0.0311734 | Time: 5382.84 ms [2022-03-06 09:53:54 main:574] : INFO : Epoch 1854 | loss: 0.0311559 | val_loss: 0.0311754 | Time: 5457.66 ms [2022-03-06 09:53:59 main:574] : INFO : Epoch 1855 | loss: 0.0311548 | val_loss: 0.0311752 | Time: 5405.87 ms [2022-03-06 09:54:04 main:574] : INFO : Epoch 1856 | loss: 0.0311556 | val_loss: 0.0311756 | Time: 5450.56 ms [2022-03-06 09:54:10 main:574] : INFO : Epoch 1857 | loss: 0.0311545 | val_loss: 0.0311747 | Time: 5883.98 ms [2022-03-06 09:54:16 main:574] : INFO : Epoch 1858 | loss: 0.0311554 | val_loss: 0.0311792 | Time: 5755.62 ms [2022-03-06 09:54:22 main:574] : INFO : Epoch 1859 | loss: 0.0311572 | val_loss: 0.0311789 | Time: 5424 ms [2022-03-06 09:54:27 main:574] : INFO : Epoch 1860 | loss: 0.0311556 | val_loss: 0.0311778 | Time: 5410.9 ms [2022-03-06 09:54:32 main:574] : INFO : Epoch 1861 | loss: 0.0311563 | val_loss: 0.0311749 | Time: 5381.47 ms [2022-03-06 09:54:38 main:574] : INFO : Epoch 1862 | loss: 0.0311548 | val_loss: 0.0311779 | Time: 5383.17 ms [2022-03-06 09:54:43 main:574] : INFO : Epoch 1863 | loss: 0.0311549 | val_loss: 0.0311789 | Time: 5477.22 ms [2022-03-06 09:54:49 main:574] : INFO : Epoch 1864 | loss: 0.0311567 | val_loss: 0.0311795 | Time: 5472.51 ms [2022-03-06 09:54:54 main:574] : INFO : Epoch 1865 | loss: 0.0311575 | val_loss: 0.0311784 | Time: 5438.99 ms [2022-03-06 09:55:00 main:574] : INFO : Epoch 1866 | loss: 0.0311566 | val_loss: 0.0311812 | Time: 5408.42 ms [2022-03-06 09:55:05 main:574] : INFO : Epoch 1867 | loss: 0.0311546 | val_loss: 0.0311772 | Time: 5499.61 ms [2022-03-06 09:55:11 main:574] : INFO : Epoch 1868 | loss: 0.0311546 | val_loss: 0.0311785 | Time: 6056.5 ms [2022-03-06 09:55:17 main:574] : INFO : Epoch 1869 | loss: 0.0311564 | val_loss: 0.0311789 | Time: 5723.22 ms [2022-03-06 09:55:23 main:574] : INFO : Epoch 1870 | loss: 0.0311582 | val_loss: 0.0311781 | Time: 5942.65 ms [2022-03-06 09:55:29 main:574] : INFO : Epoch 1871 | loss: 0.0311573 | val_loss: 0.0311809 | Time: 5927.45 ms [2022-03-06 09:55:34 main:574] : INFO : Epoch 1872 | loss: 0.0311557 | val_loss: 0.0311788 | Time: 5549.52 ms [2022-03-06 09:55:40 main:574] : INFO : Epoch 1873 | loss: 0.0311538 | val_loss: 0.0311751 | Time: 5369.85 ms [2022-03-06 09:55:45 main:574] : INFO : Epoch 1874 | loss: 0.0311533 | val_loss: 0.0311808 | Time: 5488.19 ms [2022-03-06 09:55:51 main:574] : INFO : Epoch 1875 | loss: 0.031156 | val_loss: 0.0311783 | Time: 5417.44 ms [2022-03-06 09:55:57 main:574] : INFO : Epoch 1876 | loss: 0.031155 | val_loss: 0.0311805 | Time: 6415.14 ms [2022-03-06 09:56:03 main:574] : INFO : Epoch 1877 | loss: 0.0311545 | val_loss: 0.0311802 | Time: 6029.52 ms [2022-03-06 09:56:09 main:574] : INFO : Epoch 1878 | loss: 0.0311534 | val_loss: 0.0311751 | Time: 6365.51 ms [2022-03-06 09:56:15 main:574] : INFO : Epoch 1879 | loss: 0.0311549 | val_loss: 0.0311776 | Time: 5566.04 ms [2022-03-06 09:56:21 main:574] : INFO : Epoch 1880 | loss: 0.0311532 | val_loss: 0.0311801 | Time: 5509.39 ms [2022-03-06 09:56:26 main:574] : INFO : Epoch 1881 | loss: 0.0311525 | val_loss: 0.0311829 | Time: 5429.44 ms [2022-03-06 09:56:31 main:574] : INFO : Epoch 1882 | loss: 0.0311529 | val_loss: 0.0311792 | Time: 5426.98 ms [2022-03-06 09:56:37 main:574] : INFO : Epoch 1883 | loss: 0.0311531 | val_loss: 0.0311805 | Time: 5436.06 ms [2022-03-06 09:56:42 main:574] : INFO : Epoch 1884 | loss: 0.031154 | val_loss: 0.0311844 | Time: 5412.48 ms [2022-03-06 09:56:48 main:574] : INFO : Epoch 1885 | loss: 0.0311576 | val_loss: 0.0311852 | Time: 5403.67 ms [2022-03-06 09:56:53 main:574] : INFO : Epoch 1886 | loss: 0.0311578 | val_loss: 0.0311786 | Time: 5455.75 ms [2022-03-06 09:56:59 main:574] : INFO : Epoch 1887 | loss: 0.0311553 | val_loss: 0.0311812 | Time: 5355.78 ms [2022-03-06 09:57:04 main:574] : INFO : Epoch 1888 | loss: 0.0311558 | val_loss: 0.031177 | Time: 5699.86 ms [2022-03-06 09:57:10 main:574] : INFO : Epoch 1889 | loss: 0.0311558 | val_loss: 0.0311764 | Time: 5614.37 ms [2022-03-06 09:57:15 main:574] : INFO : Epoch 1890 | loss: 0.0311556 | val_loss: 0.0311813 | Time: 5478.75 ms [2022-03-06 09:57:21 main:574] : INFO : Epoch 1891 | loss: 0.0311544 | val_loss: 0.0311807 | Time: 5466.57 ms [2022-03-06 09:57:26 main:574] : INFO : Epoch 1892 | loss: 0.0311536 | val_loss: 0.0311786 | Time: 5375.75 ms [2022-03-06 09:57:32 main:574] : INFO : Epoch 1893 | loss: 0.0311525 | val_loss: 0.031178 | Time: 5472.6 ms [2022-03-06 09:57:37 main:574] : INFO : Epoch 1894 | loss: 0.0311521 | val_loss: 0.0311793 | Time: 5400.55 ms [2022-03-06 09:57:42 main:574] : INFO : Epoch 1895 | loss: 0.0311529 | val_loss: 0.0311791 | Time: 5384.06 ms [2022-03-06 09:57:48 main:574] : INFO : Epoch 1896 | loss: 0.0311539 | val_loss: 0.0311796 | Time: 5934.34 ms [2022-03-06 09:57:55 main:574] : INFO : Epoch 1897 | loss: 0.0311561 | val_loss: 0.031183 | Time: 6229.21 ms [2022-03-06 09:58:01 main:574] : INFO : Epoch 1898 | loss: 0.0311561 | val_loss: 0.0311802 | Time: 6124.69 ms [2022-03-06 09:58:06 main:574] : INFO : Epoch 1899 | loss: 0.031154 | val_loss: 0.0311776 | Time: 5506.41 ms [2022-03-06 09:58:12 main:574] : INFO : Epoch 1900 | loss: 0.0311545 | val_loss: 0.031178 | Time: 5491.39 ms [2022-03-06 09:58:17 main:574] : INFO : Epoch 1901 | loss: 0.031156 | val_loss: 0.0311844 | Time: 5399.82 ms [2022-03-06 09:58:23 main:574] : INFO : Epoch 1902 | loss: 0.03116 | val_loss: 0.031176 | Time: 5414.8 ms [2022-03-06 09:58:28 main:574] : INFO : Epoch 1903 | loss: 0.0311586 | val_loss: 0.0311721 | Time: 5441.21 ms [2022-03-06 09:58:33 main:574] : INFO : Epoch 1904 | loss: 0.0311574 | val_loss: 0.0311753 | Time: 5398.42 ms [2022-03-06 09:58:39 main:574] : INFO : Epoch 1905 | loss: 0.0311558 | val_loss: 0.0311736 | Time: 5432.94 ms [2022-03-06 09:58:44 main:574] : INFO : Epoch 1906 | loss: 0.0311544 | val_loss: 0.0311794 | Time: 5421.84 ms [2022-03-06 09:58:50 main:574] : INFO : Epoch 1907 | loss: 0.0311572 | val_loss: 0.0311792 | Time: 5744.73 ms [2022-03-06 09:58:56 main:574] : INFO : Epoch 1908 | loss: 0.0311576 | val_loss: 0.0311775 | Time: 5794.62 ms [2022-03-06 09:59:01 main:574] : INFO : Epoch 1909 | loss: 0.0311556 | val_loss: 0.0311794 | Time: 5495.34 ms [2022-03-06 09:59:07 main:574] : INFO : Epoch 1910 | loss: 0.0311551 | val_loss: 0.0311782 | Time: 5437.14 ms [2022-03-06 09:59:12 main:574] : INFO : Epoch 1911 | loss: 0.0311536 | val_loss: 0.0311791 | Time: 5403.19 ms [2022-03-06 09:59:18 main:574] : INFO : Epoch 1912 | loss: 0.0311562 | val_loss: 0.0311769 | Time: 5508.35 ms [2022-03-06 09:59:23 main:574] : INFO : Epoch 1913 | loss: 0.0311543 | val_loss: 0.031178 | Time: 5429.53 ms [2022-03-06 09:59:29 main:574] : INFO : Epoch 1914 | loss: 0.0311628 | val_loss: 0.0311771 | Time: 5449.97 ms [2022-03-06 09:59:34 main:574] : INFO : Epoch 1915 | loss: 0.0311618 | val_loss: 0.0311811 | Time: 5493.03 ms [2022-03-06 09:59:40 main:574] : INFO : Epoch 1916 | loss: 0.0311612 | val_loss: 0.0311803 | Time: 5572.08 ms [2022-03-06 09:59:46 main:574] : INFO : Epoch 1917 | loss: 0.0311595 | val_loss: 0.0311814 | Time: 5964.64 ms [2022-03-06 09:59:52 main:574] : INFO : Epoch 1918 | loss: 0.0311608 | val_loss: 0.031183 | Time: 6369.32 ms [2022-03-06 09:59:58 main:574] : INFO : Epoch 1919 | loss: 0.0311589 | val_loss: 0.031181 | Time: 5905.85 ms [2022-03-06 10:00:04 main:574] : INFO : Epoch 1920 | loss: 0.0311598 | val_loss: 0.0311824 | Time: 5822.49 ms [2022-03-06 10:00:10 main:574] : INFO : Epoch 1921 | loss: 0.0311584 | val_loss: 0.0311828 | Time: 5810.33 ms [2022-03-06 10:00:15 main:574] : INFO : Epoch 1922 | loss: 0.0311591 | val_loss: 0.0311781 | Time: 5368.51 ms [2022-03-06 10:00:21 main:574] : INFO : Epoch 1923 | loss: 0.0311626 | val_loss: 0.0311882 | Time: 5469.87 ms [2022-03-06 10:00:26 main:574] : INFO : Epoch 1924 | loss: 0.0311617 | val_loss: 0.0311822 | Time: 5552.42 ms [2022-03-06 10:00:32 main:574] : INFO : Epoch 1925 | loss: 0.0311586 | val_loss: 0.0311839 | Time: 5453.56 ms [2022-03-06 10:00:37 main:574] : INFO : Epoch 1926 | loss: 0.0311614 | val_loss: 0.0311801 | Time: 5454.6 ms [2022-03-06 10:00:42 main:574] : INFO : Epoch 1927 | loss: 0.0311615 | val_loss: 0.0311784 | Time: 5447.02 ms [2022-03-06 10:00:48 main:574] : INFO : Epoch 1928 | loss: 0.0311597 | val_loss: 0.0311822 | Time: 5467.84 ms [2022-03-06 10:00:53 main:574] : INFO : Epoch 1929 | loss: 0.0311572 | val_loss: 0.0311809 | Time: 5436.78 ms [2022-03-06 10:00:59 main:574] : INFO : Epoch 1930 | loss: 0.0311564 | val_loss: 0.0311842 | Time: 5464.7 ms [2022-03-06 10:01:04 main:574] : INFO : Epoch 1931 | loss: 0.0311541 | val_loss: 0.0311818 | Time: 5417.81 ms [2022-03-06 10:01:10 main:574] : INFO : Epoch 1932 | loss: 0.0311542 | val_loss: 0.0311861 | Time: 5403.85 ms [2022-03-06 10:01:15 main:574] : INFO : Epoch 1933 | loss: 0.0311542 | val_loss: 0.0311809 | Time: 5383.02 ms [2022-03-06 10:01:21 main:574] : INFO : Epoch 1934 | loss: 0.0311542 | val_loss: 0.0311802 | Time: 5447.76 ms [2022-03-06 10:01:26 main:574] : INFO : Epoch 1935 | loss: 0.0311551 | val_loss: 0.0311872 | Time: 5381.08 ms [2022-03-06 10:01:31 main:574] : INFO : Epoch 1936 | loss: 0.0311551 | val_loss: 0.0311813 | Time: 5457.49 ms [2022-03-06 10:01:37 main:574] : INFO : Epoch 1937 | loss: 0.0311571 | val_loss: 0.0311798 | Time: 5427.24 ms [2022-03-06 10:01:42 main:574] : INFO : Epoch 1938 | loss: 0.0311578 | val_loss: 0.0311846 | Time: 5471.18 ms [2022-03-06 10:01:48 main:574] : INFO : Epoch 1939 | loss: 0.0311551 | val_loss: 0.0311788 | Time: 5388.69 ms [2022-03-06 10:01:53 main:574] : INFO : Epoch 1940 | loss: 0.0311547 | val_loss: 0.0311818 | Time: 5408.87 ms [2022-03-06 10:01:59 main:574] : INFO : Epoch 1941 | loss: 0.0311572 | val_loss: 0.0311823 | Time: 5442.38 ms [2022-03-06 10:02:04 main:574] : INFO : Epoch 1942 | loss: 0.0311604 | val_loss: 0.031177 | Time: 5471.57 ms [2022-03-06 10:02:10 main:574] : INFO : Epoch 1943 | loss: 0.0311573 | val_loss: 0.0311769 | Time: 5809.87 ms [2022-03-06 10:02:15 main:574] : INFO : Epoch 1944 | loss: 0.0311579 | val_loss: 0.031177 | Time: 5422.57 ms [2022-03-06 10:02:21 main:574] : INFO : Epoch 1945 | loss: 0.0311592 | val_loss: 0.0311789 | Time: 5436.88 ms [2022-03-06 10:02:26 main:574] : INFO : Epoch 1946 | loss: 0.0311565 | val_loss: 0.0311805 | Time: 5394.73 ms [2022-03-06 10:02:32 main:574] : INFO : Epoch 1947 | loss: 0.0311558 | val_loss: 0.0311771 | Time: 5421.89 ms [2022-03-06 10:02:37 main:574] : INFO : Epoch 1948 | loss: 0.0311549 | val_loss: 0.0311789 | Time: 5451.46 ms [2022-03-06 10:02:42 main:574] : INFO : Epoch 1949 | loss: 0.0311542 | val_loss: 0.0311776 | Time: 5436.43 ms [2022-03-06 10:02:48 main:574] : INFO : Epoch 1950 | loss: 0.031154 | val_loss: 0.0311828 | Time: 5418.69 ms [2022-03-06 10:02:53 main:574] : INFO : Epoch 1951 | loss: 0.0311538 | val_loss: 0.0311772 | Time: 5467.78 ms [2022-03-06 10:02:59 main:574] : INFO : Epoch 1952 | loss: 0.0311545 | val_loss: 0.031179 | Time: 5386.99 ms [2022-03-06 10:03:04 main:574] : INFO : Epoch 1953 | loss: 0.0311551 | val_loss: 0.0311764 | Time: 5428.58 ms [2022-03-06 10:03:10 main:574] : INFO : Epoch 1954 | loss: 0.0311531 | val_loss: 0.0311799 | Time: 5609.81 ms [2022-03-06 10:03:15 main:574] : INFO : Epoch 1955 | loss: 0.0311532 | val_loss: 0.0311767 | Time: 5368.63 ms [2022-03-06 10:03:21 main:574] : INFO : Epoch 1956 | loss: 0.0311526 | val_loss: 0.0311793 | Time: 5457.18 ms [2022-03-06 10:03:26 main:574] : INFO : Epoch 1957 | loss: 0.0311532 | val_loss: 0.0311811 | Time: 5449.38 ms [2022-03-06 10:03:32 main:574] : INFO : Epoch 1958 | loss: 0.0311567 | val_loss: 0.0311841 | Time: 5426.54 ms [2022-03-06 10:03:37 main:574] : INFO : Epoch 1959 | loss: 0.0311554 | val_loss: 0.0311793 | Time: 5361.55 ms [2022-03-06 10:03:42 main:574] : INFO : Epoch 1960 | loss: 0.0311529 | val_loss: 0.0311794 | Time: 5378.88 ms [2022-03-06 10:03:48 main:574] : INFO : Epoch 1961 | loss: 0.0311516 | val_loss: 0.0311806 | Time: 5384.82 ms [2022-03-06 10:03:53 main:574] : INFO : Epoch 1962 | loss: 0.0311518 | val_loss: 0.0311791 | Time: 5466.06 ms [2022-03-06 10:03:59 main:574] : INFO : Epoch 1963 | loss: 0.0311557 | val_loss: 0.0311791 | Time: 5416.61 ms [2022-03-06 10:04:04 main:574] : INFO : Epoch 1964 | loss: 0.0311561 | val_loss: 0.0311792 | Time: 5391.47 ms [2022-03-06 10:04:09 main:574] : INFO : Epoch 1965 | loss: 0.0311536 | val_loss: 0.0311771 | Time: 5423.2 ms [2022-03-06 10:04:15 main:574] : INFO : Epoch 1966 | loss: 0.031156 | val_loss: 0.0311807 | Time: 5345.36 ms [2022-03-06 10:04:21 main:574] : INFO : Epoch 1967 | loss: 0.0311569 | val_loss: 0.0311812 | Time: 5841.68 ms [2022-03-06 10:04:27 main:574] : INFO : Epoch 1968 | loss: 0.0311613 | val_loss: 0.0311777 | Time: 6396.98 ms [2022-03-06 10:04:33 main:574] : INFO : Epoch 1969 | loss: 0.031157 | val_loss: 0.0311792 | Time: 5931.65 ms [2022-03-06 10:04:38 main:574] : INFO : Epoch 1970 | loss: 0.0311563 | val_loss: 0.0311794 | Time: 5529.75 ms [2022-03-06 10:04:44 main:574] : INFO : Epoch 1971 | loss: 0.0311543 | val_loss: 0.0311791 | Time: 5448.18 ms [2022-03-06 10:04:49 main:574] : INFO : Epoch 1972 | loss: 0.0311552 | val_loss: 0.0311824 | Time: 5456.56 ms [2022-03-06 10:04:55 main:574] : INFO : Epoch 1973 | loss: 0.0311586 | val_loss: 0.0311799 | Time: 5388.58 ms [2022-03-06 10:05:00 main:574] : INFO : Epoch 1974 | loss: 0.0311583 | val_loss: 0.0311756 | Time: 5389.85 ms [2022-03-06 10:05:06 main:574] : INFO : Epoch 1975 | loss: 0.0311656 | val_loss: 0.031175 | Time: 5655.17 ms [2022-03-06 10:05:12 main:574] : INFO : Epoch 1976 | loss: 0.0311657 | val_loss: 0.0311738 | Time: 5955.84 ms [2022-03-06 10:05:17 main:574] : INFO : Epoch 1977 | loss: 0.0311655 | val_loss: 0.0311719 | Time: 5632.78 ms [2022-03-06 10:05:23 main:574] : INFO : Epoch 1978 | loss: 0.0311663 | val_loss: 0.0311727 | Time: 5398.37 ms [2022-03-06 10:05:28 main:574] : INFO : Epoch 1979 | loss: 0.0311634 | val_loss: 0.0311734 | Time: 5481.52 ms [2022-03-06 10:05:34 main:574] : INFO : Epoch 1980 | loss: 0.0311621 | val_loss: 0.0311725 | Time: 5414.25 ms [2022-03-06 10:05:39 main:574] : INFO : Epoch 1981 | loss: 0.0311615 | val_loss: 0.0311732 | Time: 5426.5 ms [2022-03-06 10:05:45 main:574] : INFO : Epoch 1982 | loss: 0.0311611 | val_loss: 0.0311753 | Time: 5612.33 ms [2022-03-06 10:05:50 main:574] : INFO : Epoch 1983 | loss: 0.0311617 | val_loss: 0.0311748 | Time: 5422.78 ms [2022-03-06 10:05:56 main:574] : INFO : Epoch 1984 | loss: 0.0311604 | val_loss: 0.031177 | Time: 5417.18 ms [2022-03-06 10:06:01 main:574] : INFO : Epoch 1985 | loss: 0.0311607 | val_loss: 0.0311742 | Time: 5484.33 ms [2022-03-06 10:06:07 main:574] : INFO : Epoch 1986 | loss: 0.03116 | val_loss: 0.0311757 | Time: 5897.68 ms [2022-03-06 10:06:13 main:574] : INFO : Epoch 1987 | loss: 0.0311608 | val_loss: 0.0311755 | Time: 5994.42 ms [2022-03-06 10:06:19 main:574] : INFO : Epoch 1988 | loss: 0.0311611 | val_loss: 0.031175 | Time: 5537.46 ms [2022-03-06 10:06:24 main:574] : INFO : Epoch 1989 | loss: 0.0311621 | val_loss: 0.0311875 | Time: 5503.11 ms [2022-03-06 10:06:30 main:574] : INFO : Epoch 1990 | loss: 0.0311632 | val_loss: 0.0311751 | Time: 5405.8 ms [2022-03-06 10:06:35 main:574] : INFO : Epoch 1991 | loss: 0.0311609 | val_loss: 0.0311816 | Time: 5456.24 ms [2022-03-06 10:06:40 main:574] : INFO : Epoch 1992 | loss: 0.0311604 | val_loss: 0.0311732 | Time: 5462.78 ms [2022-03-06 10:06:46 main:574] : INFO : Epoch 1993 | loss: 0.0311576 | val_loss: 0.0311736 | Time: 5461.23 ms [2022-03-06 10:06:51 main:574] : INFO : Epoch 1994 | loss: 0.0311601 | val_loss: 0.0311746 | Time: 5464.66 ms [2022-03-06 10:06:57 main:574] : INFO : Epoch 1995 | loss: 0.0311597 | val_loss: 0.0311764 | Time: 5470.93 ms [2022-03-06 10:07:02 main:574] : INFO : Epoch 1996 | loss: 0.0311604 | val_loss: 0.0311765 | Time: 5449.56 ms [2022-03-06 10:07:08 main:574] : INFO : Epoch 1997 | loss: 0.0311617 | val_loss: 0.031178 | Time: 5433.6 ms [2022-03-06 10:07:13 main:574] : INFO : Epoch 1998 | loss: 0.03116 | val_loss: 0.0311772 | Time: 5443.2 ms [2022-03-06 10:07:19 main:574] : INFO : Epoch 1999 | loss: 0.0311602 | val_loss: 0.0311733 | Time: 5384.15 ms [2022-03-06 10:07:24 main:574] : INFO : Epoch 2000 | loss: 0.0311595 | val_loss: 0.0311741 | Time: 5463.81 ms [2022-03-06 10:07:30 main:574] : INFO : Epoch 2001 | loss: 0.0311583 | val_loss: 0.0311741 | Time: 5434.85 ms [2022-03-06 10:07:35 main:574] : INFO : Epoch 2002 | loss: 0.0311628 | val_loss: 0.0311717 | Time: 5462.78 ms [2022-03-06 10:07:41 main:574] : INFO : Epoch 2003 | loss: 0.0311608 | val_loss: 0.0311723 | Time: 5460.63 ms [2022-03-06 10:07:46 main:574] : INFO : Epoch 2004 | loss: 0.0311597 | val_loss: 0.0311745 | Time: 5469.64 ms [2022-03-06 10:07:51 main:574] : INFO : Epoch 2005 | loss: 0.0311602 | val_loss: 0.0311754 | Time: 5422.43 ms [2022-03-06 10:07:57 main:574] : INFO : Epoch 2006 | loss: 0.0311601 | val_loss: 0.0311747 | Time: 5461.63 ms [2022-03-06 10:08:02 main:574] : INFO : Epoch 2007 | loss: 0.0311597 | val_loss: 0.0311738 | Time: 5409.65 ms [2022-03-06 10:08:08 main:574] : INFO : Epoch 2008 | loss: 0.0311579 | val_loss: 0.0311723 | Time: 5433.73 ms [2022-03-06 10:08:13 main:574] : INFO : Epoch 2009 | loss: 0.0311582 | val_loss: 0.0311747 | Time: 5413.51 ms [2022-03-06 10:08:19 main:574] : INFO : Epoch 2010 | loss: 0.0311586 | val_loss: 0.0311787 | Time: 6193.49 ms [2022-03-06 10:08:26 main:574] : INFO : Epoch 2011 | loss: 0.0311605 | val_loss: 0.0311773 | Time: 6419.21 ms [2022-03-06 10:08:31 main:574] : INFO : Epoch 2012 | loss: 0.0311581 | val_loss: 0.0311746 | Time: 5535.25 ms [2022-03-06 10:08:37 main:574] : INFO : Epoch 2013 | loss: 0.0311587 | val_loss: 0.0311801 | Time: 5410.52 ms [2022-03-06 10:08:42 main:574] : INFO : Epoch 2014 | loss: 0.0311599 | val_loss: 0.0311749 | Time: 5466.11 ms [2022-03-06 10:08:48 main:574] : INFO : Epoch 2015 | loss: 0.0311587 | val_loss: 0.0311741 | Time: 5464.87 ms [2022-03-06 10:08:53 main:574] : INFO : Epoch 2016 | loss: 0.031157 | val_loss: 0.0311713 | Time: 5411.99 ms [2022-03-06 10:08:58 main:574] : INFO : Epoch 2017 | loss: 0.0311578 | val_loss: 0.031175 | Time: 5363 ms [2022-03-06 10:09:04 main:574] : INFO : Epoch 2018 | loss: 0.0311591 | val_loss: 0.0311759 | Time: 5416.49 ms [2022-03-06 10:09:09 main:574] : INFO : Epoch 2019 | loss: 0.0311571 | val_loss: 0.0311735 | Time: 5440.49 ms [2022-03-06 10:09:15 main:574] : INFO : Epoch 2020 | loss: 0.0311572 | val_loss: 0.0311706 | Time: 5595.93 ms [2022-03-06 10:09:21 main:574] : INFO : Epoch 2021 | loss: 0.0311601 | val_loss: 0.0311745 | Time: 6348.67 ms [2022-03-06 10:09:27 main:574] : INFO : Epoch 2022 | loss: 0.0311579 | val_loss: 0.0311725 | Time: 5588.77 ms [2022-03-06 10:09:33 main:574] : INFO : Epoch 2023 | loss: 0.031158 | val_loss: 0.0311763 | Time: 6179.16 ms [2022-03-06 10:09:39 main:574] : INFO : Epoch 2024 | loss: 0.0311578 | val_loss: 0.0311744 | Time: 5553.36 ms [2022-03-06 10:09:45 main:574] : INFO : Epoch 2025 | loss: 0.0311581 | val_loss: 0.0311772 | Time: 6187.74 ms [2022-03-06 10:09:51 main:574] : INFO : Epoch 2026 | loss: 0.0311586 | val_loss: 0.0311766 | Time: 5909.85 ms [2022-03-06 10:09:57 main:574] : INFO : Epoch 2027 | loss: 0.0311577 | val_loss: 0.0311751 | Time: 6390.22 ms [2022-03-06 10:10:03 main:574] : INFO : Epoch 2028 | loss: 0.0311569 | val_loss: 0.0311795 | Time: 5721.74 ms [2022-03-06 10:10:08 main:574] : INFO : Epoch 2029 | loss: 0.0311582 | val_loss: 0.031178 | Time: 5606.11 ms [2022-03-06 10:10:14 main:574] : INFO : Epoch 2030 | loss: 0.0311611 | val_loss: 0.0311804 | Time: 5920.18 ms [2022-03-06 10:10:20 main:574] : INFO : Epoch 2031 | loss: 0.0311591 | val_loss: 0.0311747 | Time: 5789.47 ms [2022-03-06 10:10:26 main:574] : INFO : Epoch 2032 | loss: 0.0311592 | val_loss: 0.031177 | Time: 5497.04 ms [2022-03-06 10:10:32 main:574] : INFO : Epoch 2033 | loss: 0.0311602 | val_loss: 0.0311795 | Time: 5869.9 ms [2022-03-06 10:10:37 main:574] : INFO : Epoch 2034 | loss: 0.0311604 | val_loss: 0.0311769 | Time: 5544.41 ms [2022-03-06 10:10:43 main:574] : INFO : Epoch 2035 | loss: 0.031162 | val_loss: 0.0311771 | Time: 5462.78 ms [2022-03-06 10:10:48 main:574] : INFO : Epoch 2036 | loss: 0.0311614 | val_loss: 0.031174 | Time: 5508.05 ms [2022-03-06 10:10:54 main:574] : INFO : Epoch 2037 | loss: 0.0311619 | val_loss: 0.0311741 | Time: 5443.28 ms [2022-03-06 10:10:59 main:574] : INFO : Epoch 2038 | loss: 0.0311631 | val_loss: 0.0311732 | Time: 5448.63 ms [2022-03-06 10:11:05 main:574] : INFO : Epoch 2039 | loss: 0.0311625 | val_loss: 0.0311746 | Time: 5508.08 ms [2022-03-06 10:11:10 main:574] : INFO : Epoch 2040 | loss: 0.0311615 | val_loss: 0.0311716 | Time: 5480.63 ms [2022-03-06 10:11:16 main:574] : INFO : Epoch 2041 | loss: 0.0311607 | val_loss: 0.0311719 | Time: 5448.38 ms [2022-03-06 10:11:21 main:574] : INFO : Epoch 2042 | loss: 0.0311587 | val_loss: 0.0311736 | Time: 5508.84 ms [2022-03-06 10:11:27 main:574] : INFO : Epoch 2043 | loss: 0.0311593 | val_loss: 0.0311702 | Time: 5537.45 ms [2022-03-06 10:11:33 main:574] : INFO : Epoch 2044 | loss: 0.0311602 | val_loss: 0.0311738 | Time: 6092.52 ms [2022-03-06 10:11:38 main:574] : INFO : Epoch 2045 | loss: 0.031161 | val_loss: 0.0311749 | Time: 5537.31 ms [2022-03-06 10:11:44 main:574] : INFO : Epoch 2046 | loss: 0.0311599 | val_loss: 0.0311742 | Time: 5465.18 ms [2022-03-06 10:11:49 main:574] : INFO : Epoch 2047 | loss: 0.03116 | val_loss: 0.0311758 | Time: 5536.5 ms [2022-03-06 10:11:55 main:574] : INFO : Epoch 2048 | loss: 0.0311587 | val_loss: 0.031175 | Time: 5468.32 ms [2022-03-06 10:11:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031175 [2022-03-06 10:11:55 main:603] : INFO : Saving end state to config to file [2022-03-06 10:11:55 main:608] : INFO : Success, exiting.. 10:11:55 (19344): 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)