Task 14627134
| Name | ParityModified-1647046485-2659-2-0_5 |
| Workunit | 11025793 |
| Created | 20 Apr 2022, 10:51:37 UTC |
| Sent | 20 Apr 2022, 10:51:54 UTC |
| Report deadline | 28 Apr 2022, 10:51:54 UTC |
| Received | 20 Apr 2022, 14:15:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 44 min 30 sec |
| CPU time | 2 hours 42 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311466 | val_loss: 0.0311819 | Time: 4756.76 ms
[2022-04-20 15:32:57 main:574] : INFO : Epoch 1543 | loss: 0.0311452 | val_loss: 0.0311756 | Time: 4805.27 ms
[2022-04-20 15:33:02 main:574] : INFO : Epoch 1544 | loss: 0.0311461 | val_loss: 0.0311798 | Time: 4805.92 ms
[2022-04-20 15:33:07 main:574] : INFO : Epoch 1545 | loss: 0.0311441 | val_loss: 0.0311876 | Time: 4816.79 ms
[2022-04-20 15:33:12 main:574] : INFO : Epoch 1546 | loss: 0.0311438 | val_loss: 0.0311833 | Time: 4789.4 ms
[2022-04-20 15:33:17 main:574] : INFO : Epoch 1547 | loss: 0.0311479 | val_loss: 0.0311744 | Time: 4750.23 ms
[2022-04-20 15:33:21 main:574] : INFO : Epoch 1548 | loss: 0.031161 | val_loss: 0.031178 | Time: 4764.09 ms
[2022-04-20 15:33:26 main:574] : INFO : Epoch 1549 | loss: 0.0311544 | val_loss: 0.0311715 | Time: 4873.48 ms
[2022-04-20 15:33:31 main:574] : INFO : Epoch 1550 | loss: 0.0311519 | val_loss: 0.0311734 | Time: 4802.56 ms
[2022-04-20 15:33:36 main:574] : INFO : Epoch 1551 | loss: 0.0311544 | val_loss: 0.0311782 | Time: 4806.7 ms
[2022-04-20 15:33:41 main:574] : INFO : Epoch 1552 | loss: 0.0311533 | val_loss: 0.0311726 | Time: 4802.66 ms
[2022-04-20 15:33:45 main:574] : INFO : Epoch 1553 | loss: 0.0311516 | val_loss: 0.0311801 | Time: 4808.49 ms
[2022-04-20 15:33:50 main:574] : INFO : Epoch 1554 | loss: 0.0311492 | val_loss: 0.031178 | Time: 4799.37 ms
[2022-04-20 15:33:55 main:574] : INFO : Epoch 1555 | loss: 0.0311471 | val_loss: 0.0311749 | Time: 4792.7 ms
[2022-04-20 15:34:00 main:574] : INFO : Epoch 1556 | loss: 0.0311471 | val_loss: 0.0311716 | Time: 4794.24 ms
[2022-04-20 15:34:05 main:574] : INFO : Epoch 1557 | loss: 0.031149 | val_loss: 0.0311789 | Time: 4755.75 ms
[2022-04-20 15:34:09 main:574] : INFO : Epoch 1558 | loss: 0.0311486 | val_loss: 0.0311745 | Time: 4816.33 ms
[2022-04-20 15:34:14 main:574] : INFO : Epoch 1559 | loss: 0.031146 | val_loss: 0.0311801 | Time: 4807.87 ms
[2022-04-20 15:34:19 main:574] : INFO : Epoch 1560 | loss: 0.0311451 | val_loss: 0.0311722 | Time: 4810.75 ms
[2022-04-20 15:34:24 main:574] : INFO : Epoch 1561 | loss: 0.031143 | val_loss: 0.0311739 | Time: 4795.73 ms
[2022-04-20 15:34:29 main:574] : INFO : Epoch 1562 | loss: 0.0311431 | val_loss: 0.0311714 | Time: 4781.84 ms
[2022-04-20 15:34:33 main:574] : INFO : Epoch 1563 | loss: 0.0311437 | val_loss: 0.0311744 | Time: 4767.8 ms
[2022-04-20 15:34:38 main:574] : INFO : Epoch 1564 | loss: 0.0311425 | val_loss: 0.031179 | Time: 4796.54 ms
[2022-04-20 15:34:43 main:574] : INFO : Epoch 1565 | loss: 0.0311457 | val_loss: 0.0311753 | Time: 4796.74 ms
[2022-04-20 15:34:48 main:574] : INFO : Epoch 1566 | loss: 0.0311434 | val_loss: 0.0311762 | Time: 4763.2 ms
[2022-04-20 15:34:53 main:574] : INFO : Epoch 1567 | loss: 0.0311416 | val_loss: 0.0311792 | Time: 4775.66 ms
[2022-04-20 15:34:57 main:574] : INFO : Epoch 1568 | loss: 0.0311408 | val_loss: 0.0311837 | Time: 4818.83 ms
[2022-04-20 15:35:02 main:574] : INFO : Epoch 1569 | loss: 0.0311421 | val_loss: 0.0311763 | Time: 4749.22 ms
[2022-04-20 15:35:07 main:574] : INFO : Epoch 1570 | loss: 0.0311403 | val_loss: 0.0311749 | Time: 4809.66 ms
[2022-04-20 15:35:12 main:574] : INFO : Epoch 1571 | loss: 0.0311413 | val_loss: 0.031178 | Time: 4821.82 ms
[2022-04-20 15:35:17 main:574] : INFO : Epoch 1572 | loss: 0.0311388 | val_loss: 0.0311793 | Time: 4819.03 ms
[2022-04-20 15:35:21 main:574] : INFO : Epoch 1573 | loss: 0.0311387 | val_loss: 0.0311772 | Time: 4806.64 ms
[2022-04-20 15:35:26 main:574] : INFO : Epoch 1574 | loss: 0.0311421 | val_loss: 0.031178 | Time: 4786.6 ms
[2022-04-20 15:35:31 main:574] : INFO : Epoch 1575 | loss: 0.0311394 | val_loss: 0.0311815 | Time: 4795.26 ms
[2022-04-20 15:35:38 main:574] : INFO : Epoch 1576 | loss: 0.0311405 | val_loss: 0.0311826 | Time: 6874.92 ms
[2022-04-20 15:35:43 main:574] : INFO : Epoch 1577 | loss: 0.0311434 | val_loss: 0.0311813 | Time: 5102.77 ms
[2022-04-20 15:35:48 main:574] : INFO : Epoch 1578 | loss: 0.0311404 | val_loss: 0.0311825 | Time: 4773.99 ms
[2022-04-20 15:35:54 main:574] : INFO : Epoch 1579 | loss: 0.031142 | val_loss: 0.0311842 | Time: 4831.42 ms
[2022-04-20 15:35:59 main:574] : INFO : Epoch 1580 | loss: 0.0311389 | val_loss: 0.031179 | Time: 4890.75 ms
[2022-04-20 15:36:04 main:574] : INFO : Epoch 1581 | loss: 0.0311382 | val_loss: 0.0311797 | Time: 4928.24 ms
[2022-04-20 15:36:09 main:574] : INFO : Epoch 1582 | loss: 0.0311383 | val_loss: 0.031183 | Time: 4867.31 ms
[2022-04-20 15:36:14 main:574] : INFO : Epoch 1583 | loss: 0.0311381 | val_loss: 0.0311778 | Time: 4852.74 ms
[2022-04-20 15:36:19 main:574] : INFO : Epoch 1584 | loss: 0.0311417 | val_loss: 0.0311832 | Time: 4819.39 ms
[2022-04-20 15:36:24 main:574] : INFO : Epoch 1585 | loss: 0.0311413 | val_loss: 0.0311774 | Time: 4842.97 ms
[2022-04-20 15:36:28 main:574] : INFO : Epoch 1586 | loss: 0.0311396 | val_loss: 0.0311824 | Time: 4761.2 ms
[2022-04-20 15:36:33 main:574] : INFO : Epoch 1587 | loss: 0.031139 | val_loss: 0.0311757 | Time: 4786.25 ms
[2022-04-20 15:36:38 main:574] : INFO : Epoch 1588 | loss: 0.0311398 | val_loss: 0.0311847 | Time: 4859.68 ms
[2022-04-20 15:36:43 main:574] : INFO : Epoch 1589 | loss: 0.0311402 | val_loss: 0.0311812 | Time: 4738.31 ms
[2022-04-20 15:36:48 main:574] : INFO : Epoch 1590 | loss: 0.0311398 | val_loss: 0.0311852 | Time: 4822.91 ms
[2022-04-20 15:36:52 main:574] : INFO : Epoch 1591 | loss: 0.0311397 | val_loss: 0.031184 | Time: 4777.1 ms
[2022-04-20 15:36:57 main:574] : INFO : Epoch 1592 | loss: 0.0311392 | val_loss: 0.0311772 | Time: 4819.25 ms
[2022-04-20 15:37:02 main:574] : INFO : Epoch 1593 | loss: 0.0311422 | val_loss: 0.0311838 | Time: 4786.16 ms
[2022-04-20 15:37:07 main:574] : INFO : Epoch 1594 | loss: 0.0311441 | val_loss: 0.0311822 | Time: 4813.64 ms
[2022-04-20 15:37:12 main:574] : INFO : Epoch 1595 | loss: 0.0311415 | val_loss: 0.0311814 | Time: 4784.86 ms
[2022-04-20 15:37:16 main:574] : INFO : Epoch 1596 | loss: 0.0311395 | val_loss: 0.0311781 | Time: 4801.29 ms
[2022-04-20 15:37:21 main:574] : INFO : Epoch 1597 | loss: 0.0311383 | val_loss: 0.0311876 | Time: 4783.82 ms
[2022-04-20 15:37:26 main:574] : INFO : Epoch 1598 | loss: 0.0311398 | val_loss: 0.0311801 | Time: 4796.86 ms
[2022-04-20 15:37:31 main:574] : INFO : Epoch 1599 | loss: 0.0311436 | val_loss: 0.0311796 | Time: 4807.64 ms
[2022-04-20 15:37:36 main:574] : INFO : Epoch 1600 | loss: 0.0311432 | val_loss: 0.031176 | Time: 4817.11 ms
[2022-04-20 15:37:40 main:574] : INFO : Epoch 1601 | loss: 0.0311419 | val_loss: 0.0311809 | Time: 4794.82 ms
[2022-04-20 15:37:45 main:574] : INFO : Epoch 1602 | loss: 0.0311432 | val_loss: 0.0311834 | Time: 4817.55 ms
[2022-04-20 15:37:50 main:574] : INFO : Epoch 1603 | loss: 0.0311471 | val_loss: 0.0311703 | Time: 4731.46 ms
[2022-04-20 15:37:55 main:574] : INFO : Epoch 1604 | loss: 0.0311566 | val_loss: 0.0311827 | Time: 4854.56 ms
[2022-04-20 15:37:59 main:574] : INFO : Epoch 1605 | loss: 0.0311712 | val_loss: 0.0311759 | Time: 4743.16 ms
[2022-04-20 15:38:04 main:574] : INFO : Epoch 1606 | loss: 0.0311716 | val_loss: 0.0311761 | Time: 4797.37 ms
[2022-04-20 15:38:09 main:574] : INFO : Epoch 1607 | loss: 0.0311678 | val_loss: 0.031175 | Time: 4766.87 ms
[2022-04-20 15:38:14 main:574] : INFO : Epoch 1608 | loss: 0.031169 | val_loss: 0.0311775 | Time: 4768.21 ms
[2022-04-20 15:38:19 main:574] : INFO : Epoch 1609 | loss: 0.0311667 | val_loss: 0.0311729 | Time: 4790.14 ms
[2022-04-20 15:38:23 main:574] : INFO : Epoch 1610 | loss: 0.0311643 | val_loss: 0.0311712 | Time: 4790.25 ms
[2022-04-20 15:38:28 main:574] : INFO : Epoch 1611 | loss: 0.0311633 | val_loss: 0.0311741 | Time: 4797.01 ms
[2022-04-20 15:38:33 main:574] : INFO : Epoch 1612 | loss: 0.0311622 | val_loss: 0.0311727 | Time: 4858.02 ms
[2022-04-20 15:38:38 main:574] : INFO : Epoch 1613 | loss: 0.0311613 | val_loss: 0.0311742 | Time: 4818.46 ms
[2022-04-20 15:38:43 main:574] : INFO : Epoch 1614 | loss: 0.0311602 | val_loss: 0.0311721 | Time: 4819.14 ms
[2022-04-20 15:38:48 main:574] : INFO : Epoch 1615 | loss: 0.0311585 | val_loss: 0.0311727 | Time: 4805.49 ms
[2022-04-20 15:38:52 main:574] : INFO : Epoch 1616 | loss: 0.0311582 | val_loss: 0.0311723 | Time: 4782.35 ms
[2022-04-20 15:38:57 main:574] : INFO : Epoch 1617 | loss: 0.0311578 | val_loss: 0.0311709 | Time: 4796.77 ms
[2022-04-20 15:39:02 main:574] : INFO : Epoch 1618 | loss: 0.031157 | val_loss: 0.0311709 | Time: 4774.02 ms
[2022-04-20 15:39:07 main:574] : INFO : Epoch 1619 | loss: 0.0311565 | val_loss: 0.0311736 | Time: 4768.61 ms
[2022-04-20 15:39:11 main:574] : INFO : Epoch 1620 | loss: 0.0311587 | val_loss: 0.031175 | Time: 4796.46 ms
[2022-04-20 15:39:16 main:574] : INFO : Epoch 1621 | loss: 0.031158 | val_loss: 0.0311753 | Time: 4826.03 ms
[2022-04-20 15:39:21 main:574] : INFO : Epoch 1622 | loss: 0.0311572 | val_loss: 0.0311746 | Time: 4781.53 ms
[2022-04-20 15:39:26 main:574] : INFO : Epoch 1623 | loss: 0.0311586 | val_loss: 0.0311716 | Time: 4791.15 ms
[2022-04-20 15:39:31 main:574] : INFO : Epoch 1624 | loss: 0.0311558 | val_loss: 0.0311777 | Time: 4899.07 ms
[2022-04-20 15:39:36 main:574] : INFO : Epoch 1625 | loss: 0.0311564 | val_loss: 0.0311766 | Time: 4826.73 ms
[2022-04-20 15:39:40 main:574] : INFO : Epoch 1626 | loss: 0.0311548 | val_loss: 0.0311741 | Time: 4791.76 ms
[2022-04-20 15:39:45 main:574] : INFO : Epoch 1627 | loss: 0.031167 | val_loss: 0.0311754 | Time: 4862.86 ms
[2022-04-20 15:39:50 main:574] : INFO : Epoch 1628 | loss: 0.0311673 | val_loss: 0.031174 | Time: 4770.38 ms
[2022-04-20 15:39:55 main:574] : INFO : Epoch 1629 | loss: 0.0311624 | val_loss: 0.0311725 | Time: 4795.52 ms
[2022-04-20 15:40:00 main:574] : INFO : Epoch 1630 | loss: 0.0311616 | val_loss: 0.0311717 | Time: 4815.36 ms
[2022-04-20 15:40:04 main:574] : INFO : Epoch 1631 | loss: 0.0311628 | val_loss: 0.0311755 | Time: 4793.84 ms
[2022-04-20 15:40:09 main:574] : INFO : Epoch 1632 | loss: 0.0311648 | val_loss: 0.0311752 | Time: 4811.76 ms
[2022-04-20 15:40:14 main:574] : INFO : Epoch 1633 | loss: 0.0311633 | val_loss: 0.0311708 | Time: 4856.39 ms
[2022-04-20 15:40:19 main:574] : INFO : Epoch 1634 | loss: 0.0311592 | val_loss: 0.0311706 | Time: 4831.8 ms
[2022-04-20 15:40:24 main:574] : INFO : Epoch 1635 | loss: 0.0311588 | val_loss: 0.0311718 | Time: 4762.21 ms
[2022-04-20 15:40:29 main:574] : INFO : Epoch 1636 | loss: 0.0311573 | val_loss: 0.0311712 | Time: 4831.55 ms
[2022-04-20 15:40:33 main:574] : INFO : Epoch 1637 | loss: 0.0311556 | val_loss: 0.0311694 | Time: 4855.13 ms
[2022-04-20 15:40:38 main:574] : INFO : Epoch 1638 | loss: 0.0311582 | val_loss: 0.0311681 | Time: 4843.47 ms
[2022-04-20 15:40:43 main:574] : INFO : Epoch 1639 | loss: 0.0311556 | val_loss: 0.0311692 | Time: 4775.44 ms
[2022-04-20 15:40:48 main:574] : INFO : Epoch 1640 | loss: 0.0311554 | val_loss: 0.0311723 | Time: 4786.28 ms
[2022-04-20 15:40:53 main:574] : INFO : Epoch 1641 | loss: 0.0311538 | val_loss: 0.0311723 | Time: 4756.07 ms
[2022-04-20 15:40:57 main:574] : INFO : Epoch 1642 | loss: 0.0311536 | val_loss: 0.0311701 | Time: 4794.39 ms
[2022-04-20 15:41:02 main:574] : INFO : Epoch 1643 | loss: 0.0311528 | val_loss: 0.0311722 | Time: 4791.7 ms
[2022-04-20 15:41:07 main:574] : INFO : Epoch 1644 | loss: 0.0311537 | val_loss: 0.0311709 | Time: 4749.5 ms
[2022-04-20 15:41:12 main:574] : INFO : Epoch 1645 | loss: 0.0311556 | val_loss: 0.0311731 | Time: 4766.37 ms
[2022-04-20 15:41:17 main:574] : INFO : Epoch 1646 | loss: 0.0311547 | val_loss: 0.0311681 | Time: 4843.2 ms
[2022-04-20 15:41:21 main:574] : INFO : Epoch 1647 | loss: 0.0311543 | val_loss: 0.0311778 | Time: 4725.54 ms
[2022-04-20 15:41:26 main:574] : INFO : Epoch 1648 | loss: 0.0311581 | val_loss: 0.0311827 | Time: 4793.64 ms
[2022-04-20 15:41:31 main:574] : INFO : Epoch 1649 | loss: 0.031182 | val_loss: 0.0312068 | Time: 4748.03 ms
[2022-04-20 15:41:36 main:574] : INFO : Epoch 1650 | loss: 0.0311756 | val_loss: 0.03118 | Time: 4756.7 ms
[2022-04-20 15:41:40 main:574] : INFO : Epoch 1651 | loss: 0.0311577 | val_loss: 0.0311751 | Time: 4802.26 ms
[2022-04-20 15:41:45 main:574] : INFO : Epoch 1652 | loss: 0.0311526 | val_loss: 0.0311733 | Time: 4805.55 ms
[2022-04-20 15:41:50 main:574] : INFO : Epoch 1653 | loss: 0.0311508 | val_loss: 0.0311742 | Time: 4782.42 ms
[2022-04-20 15:41:55 main:574] : INFO : Epoch 1654 | loss: 0.0311501 | val_loss: 0.0311719 | Time: 4837.41 ms
[2022-04-20 15:42:00 main:574] : INFO : Epoch 1655 | loss: 0.0311526 | val_loss: 0.0311753 | Time: 4812.41 ms
[2022-04-20 15:42:05 main:574] : INFO : Epoch 1656 | loss: 0.0311498 | val_loss: 0.0311716 | Time: 4817.55 ms
[2022-04-20 15:42:09 main:574] : INFO : Epoch 1657 | loss: 0.031152 | val_loss: 0.0311717 | Time: 4791.89 ms
[2022-04-20 15:42:14 main:574] : INFO : Epoch 1658 | loss: 0.031152 | val_loss: 0.0311735 | Time: 4786.99 ms
[2022-04-20 15:42:19 main:574] : INFO : Epoch 1659 | loss: 0.0311501 | val_loss: 0.0311709 | Time: 4821.95 ms
[2022-04-20 15:42:24 main:574] : INFO : Epoch 1660 | loss: 0.0311512 | val_loss: 0.031179 | Time: 4787.3 ms
[2022-04-20 15:42:29 main:574] : INFO : Epoch 1661 | loss: 0.0311493 | val_loss: 0.0311697 | Time: 4836.5 ms
[2022-04-20 15:42:33 main:574] : INFO : Epoch 1662 | loss: 0.0311502 | val_loss: 0.0311695 | Time: 4853.04 ms
[2022-04-20 15:42:38 main:574] : INFO : Epoch 1663 | loss: 0.0311499 | val_loss: 0.0311747 | Time: 4837.79 ms
[2022-04-20 15:42:43 main:574] : INFO : Epoch 1664 | loss: 0.0311481 | val_loss: 0.0311691 | Time: 4825.25 ms
[2022-04-20 15:42:48 main:574] : INFO : Epoch 1665 | loss: 0.0311481 | val_loss: 0.0311738 | Time: 4822.3 ms
[2022-04-20 15:42:53 main:574] : INFO : Epoch 1666 | loss: 0.031151 | val_loss: 0.0311702 | Time: 4810.21 ms
[2022-04-20 15:42:58 main:574] : INFO : Epoch 1667 | loss: 0.031151 | val_loss: 0.0311716 | Time: 4759.14 ms
[2022-04-20 15:43:02 main:574] : INFO : Epoch 1668 | loss: 0.0311529 | val_loss: 0.0311705 | Time: 4769.75 ms
[2022-04-20 15:43:07 main:574] : INFO : Epoch 1669 | loss: 0.0311547 | val_loss: 0.031175 | Time: 4811.38 ms
[2022-04-20 15:43:12 main:574] : INFO : Epoch 1670 | loss: 0.0311549 | val_loss: 0.0311777 | Time: 4762.94 ms
[2022-04-20 15:43:17 main:574] : INFO : Epoch 1671 | loss: 0.0311528 | val_loss: 0.0311733 | Time: 4793.13 ms
[2022-04-20 15:43:22 main:574] : INFO : Epoch 1672 | loss: 0.0311482 | val_loss: 0.0311742 | Time: 5309.81 ms
[2022-04-20 15:43:27 main:574] : INFO : Epoch 1673 | loss: 0.0311493 | val_loss: 0.0311739 | Time: 5264.71 ms
[2022-04-20 15:43:33 main:574] : INFO : Epoch 1674 | loss: 0.0311471 | val_loss: 0.0311721 | Time: 5425.58 ms
[2022-04-20 15:43:38 main:574] : INFO : Epoch 1675 | loss: 0.0311474 | val_loss: 0.0311714 | Time: 5370.53 ms
[2022-04-20 15:43:43 main:574] : INFO : Epoch 1676 | loss: 0.0311459 | val_loss: 0.0311743 | Time: 4921.58 ms
[2022-04-20 15:43:48 main:574] : INFO : Epoch 1677 | loss: 0.0311471 | val_loss: 0.0311703 | Time: 4833.96 ms
[2022-04-20 15:43:53 main:574] : INFO : Epoch 1678 | loss: 0.0311465 | val_loss: 0.0311744 | Time: 4854.7 ms
[2022-04-20 15:43:58 main:574] : INFO : Epoch 1679 | loss: 0.0311465 | val_loss: 0.0311718 | Time: 4854.4 ms
[2022-04-20 15:44:05 main:574] : INFO : Epoch 1680 | loss: 0.0311446 | val_loss: 0.0311701 | Time: 5091.22 ms
[2022-04-20 15:44:10 main:574] : INFO : Epoch 1681 | loss: 0.0311452 | val_loss: 0.0311755 | Time: 5034.16 ms
[2022-04-20 15:44:15 main:574] : INFO : Epoch 1682 | loss: 0.0311444 | val_loss: 0.0311738 | Time: 4911.49 ms
[2022-04-20 15:44:19 main:574] : INFO : Epoch 1683 | loss: 0.0311452 | val_loss: 0.0311804 | Time: 4933.84 ms
[2022-04-20 15:44:24 main:574] : INFO : Epoch 1684 | loss: 0.0311471 | val_loss: 0.0311725 | Time: 4900.57 ms
[2022-04-20 15:44:29 main:574] : INFO : Epoch 1685 | loss: 0.0311453 | val_loss: 0.0311793 | Time: 4859.42 ms
[2022-04-20 15:44:34 main:574] : INFO : Epoch 1686 | loss: 0.0311446 | val_loss: 0.0311785 | Time: 4813.39 ms
[2022-04-20 15:44:39 main:574] : INFO : Epoch 1687 | loss: 0.0311435 | val_loss: 0.0311738 | Time: 4944.26 ms
[2022-04-20 15:44:44 main:574] : INFO : Epoch 1688 | loss: 0.0311438 | val_loss: 0.0311758 | Time: 5045.67 ms
[2022-04-20 15:44:49 main:574] : INFO : Epoch 1689 | loss: 0.0311466 | val_loss: 0.0311783 | Time: 4921.54 ms
[2022-04-20 15:44:54 main:574] : INFO : Epoch 1690 | loss: 0.0311463 | val_loss: 0.0311773 | Time: 4896.01 ms
[2022-04-20 15:44:59 main:574] : INFO : Epoch 1691 | loss: 0.0311465 | val_loss: 0.031181 | Time: 4932.12 ms
[2022-04-20 15:45:04 main:574] : INFO : Epoch 1692 | loss: 0.0311476 | val_loss: 0.0311779 | Time: 4913.31 ms
[2022-04-20 15:45:09 main:574] : INFO : Epoch 1693 | loss: 0.0311462 | val_loss: 0.0311819 | Time: 4924.28 ms
[2022-04-20 15:45:13 main:574] : INFO : Epoch 1694 | loss: 0.0311445 | val_loss: 0.0311817 | Time: 4779.19 ms
[2022-04-20 15:45:18 main:574] : INFO : Epoch 1695 | loss: 0.031146 | val_loss: 0.0311757 | Time: 4766.9 ms
[2022-04-20 15:45:23 main:574] : INFO : Epoch 1696 | loss: 0.0311449 | val_loss: 0.0311844 | Time: 4799.36 ms
[2022-04-20 15:45:28 main:574] : INFO : Epoch 1697 | loss: 0.0311438 | val_loss: 0.0311788 | Time: 4845.81 ms
[2022-04-20 15:45:33 main:574] : INFO : Epoch 1698 | loss: 0.0311439 | val_loss: 0.0311822 | Time: 4738.96 ms
[2022-04-20 15:45:37 main:574] : INFO : Epoch 1699 | loss: 0.0311429 | val_loss: 0.0311837 | Time: 4777.44 ms
[2022-04-20 15:45:42 main:574] : INFO : Epoch 1700 | loss: 0.0311421 | val_loss: 0.0311893 | Time: 4785.18 ms
[2022-04-20 15:45:47 main:574] : INFO : Epoch 1701 | loss: 0.0311423 | val_loss: 0.0311872 | Time: 4762.44 ms
[2022-04-20 15:45:52 main:574] : INFO : Epoch 1702 | loss: 0.0311469 | val_loss: 0.0311918 | Time: 4810.79 ms
[2022-04-20 15:45:57 main:574] : INFO : Epoch 1703 | loss: 0.0311485 | val_loss: 0.0311899 | Time: 4804.48 ms
[2022-04-20 15:46:01 main:574] : INFO : Epoch 1704 | loss: 0.0311525 | val_loss: 0.0311794 | Time: 4759.55 ms
[2022-04-20 15:46:06 main:574] : INFO : Epoch 1705 | loss: 0.031149 | val_loss: 0.0311814 | Time: 4937.52 ms
[2022-04-20 15:46:11 main:574] : INFO : Epoch 1706 | loss: 0.0311451 | val_loss: 0.0311819 | Time: 5005.7 ms
[2022-04-20 15:46:16 main:574] : INFO : Epoch 1707 | loss: 0.0311448 | val_loss: 0.0311823 | Time: 4902.2 ms
[2022-04-20 15:46:21 main:574] : INFO : Epoch 1708 | loss: 0.0311451 | val_loss: 0.031178 | Time: 4832.94 ms
[2022-04-20 15:46:26 main:574] : INFO : Epoch 1709 | loss: 0.0311441 | val_loss: 0.031198 | Time: 4788.29 ms
[2022-04-20 15:46:31 main:574] : INFO : Epoch 1710 | loss: 0.0311447 | val_loss: 0.0311809 | Time: 5025.79 ms
[2022-04-20 15:46:36 main:574] : INFO : Epoch 1711 | loss: 0.0311433 | val_loss: 0.031177 | Time: 4868.31 ms
[2022-04-20 15:46:41 main:574] : INFO : Epoch 1712 | loss: 0.0311418 | val_loss: 0.0311808 | Time: 4855.34 ms
[2022-04-20 15:46:45 main:574] : INFO : Epoch 1713 | loss: 0.031143 | val_loss: 0.0311768 | Time: 4774.73 ms
[2022-04-20 15:46:50 main:574] : INFO : Epoch 1714 | loss: 0.0311423 | val_loss: 0.0311816 | Time: 4827.81 ms
[2022-04-20 15:46:55 main:574] : INFO : Epoch 1715 | loss: 0.0311434 | val_loss: 0.0311744 | Time: 4746.79 ms
[2022-04-20 15:47:00 main:574] : INFO : Epoch 1716 | loss: 0.0311545 | val_loss: 0.0311731 | Time: 4769.93 ms
[2022-04-20 15:47:04 main:574] : INFO : Epoch 1717 | loss: 0.0311534 | val_loss: 0.0311805 | Time: 4761.82 ms
[2022-04-20 15:47:09 main:574] : INFO : Epoch 1718 | loss: 0.0311534 | val_loss: 0.0311763 | Time: 4805.37 ms
[2022-04-20 15:47:14 main:574] : INFO : Epoch 1719 | loss: 0.0311475 | val_loss: 0.031182 | Time: 4795.41 ms
[2022-04-20 15:47:19 main:574] : INFO : Epoch 1720 | loss: 0.0311484 | val_loss: 0.0311756 | Time: 4763 ms
[2022-04-20 15:47:24 main:574] : INFO : Epoch 1721 | loss: 0.031154 | val_loss: 0.0311829 | Time: 4816.87 ms
[2022-04-20 15:47:29 main:574] : INFO : Epoch 1722 | loss: 0.0311519 | val_loss: 0.0311808 | Time: 4873.15 ms
[2022-04-20 15:47:33 main:574] : INFO : Epoch 1723 | loss: 0.0311503 | val_loss: 0.0311844 | Time: 4782.69 ms
[2022-04-20 15:47:38 main:574] : INFO : Epoch 1724 | loss: 0.031149 | val_loss: 0.0311765 | Time: 4840.39 ms
[2022-04-20 15:47:43 main:574] : INFO : Epoch 1725 | loss: 0.0311469 | val_loss: 0.0311753 | Time: 4969.65 ms
[2022-04-20 15:47:48 main:574] : INFO : Epoch 1726 | loss: 0.0311466 | val_loss: 0.03118 | Time: 4823.91 ms
[2022-04-20 15:47:53 main:574] : INFO : Epoch 1727 | loss: 0.0311462 | val_loss: 0.0311774 | Time: 4864.02 ms
[2022-04-20 15:47:58 main:574] : INFO : Epoch 1728 | loss: 0.0311448 | val_loss: 0.0311769 | Time: 4809.04 ms
[2022-04-20 15:48:02 main:574] : INFO : Epoch 1729 | loss: 0.0311447 | val_loss: 0.0311773 | Time: 4787.89 ms
[2022-04-20 15:48:07 main:574] : INFO : Epoch 1730 | loss: 0.031148 | val_loss: 0.0311875 | Time: 4819.6 ms
[2022-04-20 15:48:12 main:574] : INFO : Epoch 1731 | loss: 0.0311456 | val_loss: 0.031181 | Time: 4748.23 ms
[2022-04-20 15:48:17 main:574] : INFO : Epoch 1732 | loss: 0.0311442 | val_loss: 0.0311852 | Time: 4795.61 ms
[2022-04-20 15:48:22 main:574] : INFO : Epoch 1733 | loss: 0.0311443 | val_loss: 0.0311821 | Time: 4789.93 ms
[2022-04-20 15:48:26 main:574] : INFO : Epoch 1734 | loss: 0.0311433 | val_loss: 0.0311775 | Time: 4801.22 ms
[2022-04-20 15:48:31 main:574] : INFO : Epoch 1735 | loss: 0.031144 | val_loss: 0.0311789 | Time: 4827.07 ms
[2022-04-20 15:48:36 main:574] : INFO : Epoch 1736 | loss: 0.0311413 | val_loss: 0.0311812 | Time: 4776.69 ms
[2022-04-20 15:48:41 main:574] : INFO : Epoch 1737 | loss: 0.0311405 | val_loss: 0.0311746 | Time: 4768.57 ms
[2022-04-20 15:48:46 main:574] : INFO : Epoch 1738 | loss: 0.0311437 | val_loss: 0.0311844 | Time: 4838.46 ms
[2022-04-20 15:48:50 main:574] : INFO : Epoch 1739 | loss: 0.0311436 | val_loss: 0.0311805 | Time: 4762.82 ms
[2022-04-20 15:48:55 main:574] : INFO : Epoch 1740 | loss: 0.0311436 | val_loss: 0.031183 | Time: 4851.24 ms
[2022-04-20 15:49:00 main:574] : INFO : Epoch 1741 | loss: 0.0311411 | val_loss: 0.0311822 | Time: 4773.17 ms
[2022-04-20 15:49:05 main:574] : INFO : Epoch 1742 | loss: 0.0311403 | val_loss: 0.031186 | Time: 4790.96 ms
[2022-04-20 15:49:10 main:574] : INFO : Epoch 1743 | loss: 0.0311404 | val_loss: 0.0311814 | Time: 4747.06 ms
[2022-04-20 15:49:14 main:574] : INFO : Epoch 1744 | loss: 0.0311413 | val_loss: 0.0311824 | Time: 4854.73 ms
[2022-04-20 15:49:19 main:574] : INFO : Epoch 1745 | loss: 0.0311415 | val_loss: 0.031184 | Time: 4757.05 ms
[2022-04-20 15:49:24 main:574] : INFO : Epoch 1746 | loss: 0.0311427 | val_loss: 0.0311839 | Time: 4816.34 ms
[2022-04-20 15:49:29 main:574] : INFO : Epoch 1747 | loss: 0.0311398 | val_loss: 0.0311821 | Time: 4814.78 ms
[2022-04-20 15:49:34 main:574] : INFO : Epoch 1748 | loss: 0.0311383 | val_loss: 0.0311827 | Time: 4856.68 ms
[2022-04-20 15:49:39 main:574] : INFO : Epoch 1749 | loss: 0.0311386 | val_loss: 0.0311765 | Time: 4832.74 ms
[2022-04-20 15:49:43 main:574] : INFO : Epoch 1750 | loss: 0.0311386 | val_loss: 0.0311828 | Time: 4825.74 ms
[2022-04-20 15:49:48 main:574] : INFO : Epoch 1751 | loss: 0.0311376 | val_loss: 0.0311811 | Time: 4810.13 ms
[2022-04-20 15:49:53 main:574] : INFO : Epoch 1752 | loss: 0.0311378 | val_loss: 0.0311824 | Time: 4811.08 ms
[2022-04-20 15:49:58 main:574] : INFO : Epoch 1753 | loss: 0.031139 | val_loss: 0.0311857 | Time: 4822.27 ms
[2022-04-20 15:50:03 main:574] : INFO : Epoch 1754 | loss: 0.0311413 | val_loss: 0.0311866 | Time: 4802.82 ms
[2022-04-20 15:50:08 main:574] : INFO : Epoch 1755 | loss: 0.0311396 | val_loss: 0.0311826 | Time: 4827.83 ms
[2022-04-20 15:50:12 main:574] : INFO : Epoch 1756 | loss: 0.0311374 | val_loss: 0.0311845 | Time: 4835.83 ms
[2022-04-20 15:50:17 main:574] : INFO : Epoch 1757 | loss: 0.0311429 | val_loss: 0.031177 | Time: 4794.46 ms
[2022-04-20 15:50:22 main:574] : INFO : Epoch 1758 | loss: 0.0311448 | val_loss: 0.031182 | Time: 4811.47 ms
[2022-04-20 15:50:27 main:574] : INFO : Epoch 1759 | loss: 0.0311411 | val_loss: 0.0311811 | Time: 4799.19 ms
[2022-04-20 15:50:32 main:574] : INFO : Epoch 1760 | loss: 0.0311416 | val_loss: 0.0311816 | Time: 4790.44 ms
[2022-04-20 15:50:36 main:574] : INFO : Epoch 1761 | loss: 0.0311427 | val_loss: 0.0311811 | Time: 4805.04 ms
[2022-04-20 15:50:41 main:574] : INFO : Epoch 1762 | loss: 0.0311401 | val_loss: 0.0311813 | Time: 4815.47 ms
[2022-04-20 15:50:46 main:574] : INFO : Epoch 1763 | loss: 0.0311386 | val_loss: 0.0311836 | Time: 4849.75 ms
[2022-04-20 15:50:51 main:574] : INFO : Epoch 1764 | loss: 0.0311395 | val_loss: 0.0311862 | Time: 4765.82 ms
[2022-04-20 15:50:56 main:574] : INFO : Epoch 1765 | loss: 0.031139 | val_loss: 0.0311843 | Time: 4806.08 ms
[2022-04-20 15:51:00 main:574] : INFO : Epoch 1766 | loss: 0.0311384 | val_loss: 0.0311829 | Time: 4801.91 ms
[2022-04-20 15:51:05 main:574] : INFO : Epoch 1767 | loss: 0.0311392 | val_loss: 0.0311913 | Time: 4784.32 ms
[2022-04-20 15:51:10 main:574] : INFO : Epoch 1768 | loss: 0.0311385 | val_loss: 0.0311807 | Time: 4793.39 ms
[2022-04-20 15:51:15 main:574] : INFO : Epoch 1769 | loss: 0.0311363 | val_loss: 0.0311896 | Time: 4773.84 ms
[2022-04-20 15:51:20 main:574] : INFO : Epoch 1770 | loss: 0.0311362 | val_loss: 0.03118 | Time: 4821.33 ms
[2022-04-20 15:51:24 main:574] : INFO : Epoch 1771 | loss: 0.0311361 | val_loss: 0.0311831 | Time: 4788.02 ms
[2022-04-20 15:51:29 main:574] : INFO : Epoch 1772 | loss: 0.0311338 | val_loss: 0.0311891 | Time: 4762.44 ms
[2022-04-20 15:51:34 main:574] : INFO : Epoch 1773 | loss: 0.0311345 | val_loss: 0.0311868 | Time: 4840.64 ms
[2022-04-20 15:51:39 main:574] : INFO : Epoch 1774 | loss: 0.0311348 | val_loss: 0.031184 | Time: 4796.3 ms
[2022-04-20 15:51:44 main:574] : INFO : Epoch 1775 | loss: 0.0311344 | val_loss: 0.0311833 | Time: 4751.35 ms
[2022-04-20 15:51:48 main:574] : INFO : Epoch 1776 | loss: 0.0311334 | val_loss: 0.0311843 | Time: 4830.11 ms
[2022-04-20 15:51:53 main:574] : INFO : Epoch 1777 | loss: 0.0311347 | val_loss: 0.0311818 | Time: 4776.64 ms
[2022-04-20 15:51:58 main:574] : INFO : Epoch 1778 | loss: 0.0311344 | val_loss: 0.0311823 | Time: 4787.86 ms
[2022-04-20 15:52:03 main:574] : INFO : Epoch 1779 | loss: 0.0311358 | val_loss: 0.0311809 | Time: 4797.36 ms
[2022-04-20 15:52:08 main:574] : INFO : Epoch 1780 | loss: 0.0311364 | val_loss: 0.0311875 | Time: 4821.59 ms
[2022-04-20 15:52:12 main:574] : INFO : Epoch 1781 | loss: 0.031141 | val_loss: 0.031177 | Time: 4823.72 ms
[2022-04-20 15:52:17 main:574] : INFO : Epoch 1782 | loss: 0.0311506 | val_loss: 0.0311735 | Time: 4730.45 ms
[2022-04-20 15:52:22 main:574] : INFO : Epoch 1783 | loss: 0.0311603 | val_loss: 0.0311733 | Time: 4799.14 ms
[2022-04-20 15:52:27 main:574] : INFO : Epoch 1784 | loss: 0.0311534 | val_loss: 0.0311787 | Time: 4853.22 ms
[2022-04-20 15:52:32 main:574] : INFO : Epoch 1785 | loss: 0.0311508 | val_loss: 0.0311723 | Time: 4778.77 ms
[2022-04-20 15:52:36 main:574] : INFO : Epoch 1786 | loss: 0.0311497 | val_loss: 0.0311757 | Time: 4851.55 ms
[2022-04-20 15:52:41 main:574] : INFO : Epoch 1787 | loss: 0.0311486 | val_loss: 0.0311809 | Time: 4759.54 ms
[2022-04-20 15:52:46 main:574] : INFO : Epoch 1788 | loss: 0.0311462 | val_loss: 0.0311801 | Time: 4752.21 ms
[2022-04-20 15:52:51 main:574] : INFO : Epoch 1789 | loss: 0.0311448 | val_loss: 0.031179 | Time: 4780.74 ms
[2022-04-20 15:52:56 main:574] : INFO : Epoch 1790 | loss: 0.0311418 | val_loss: 0.0311792 | Time: 4812.14 ms
[2022-04-20 15:53:00 main:574] : INFO : Epoch 1791 | loss: 0.0311395 | val_loss: 0.0311835 | Time: 4834.68 ms
[2022-04-20 15:53:05 main:574] : INFO : Epoch 1792 | loss: 0.0311394 | val_loss: 0.0311829 | Time: 4802.92 ms
[2022-04-20 15:53:10 main:574] : INFO : Epoch 1793 | loss: 0.0311373 | val_loss: 0.0311807 | Time: 4812.6 ms
[2022-04-20 15:53:15 main:574] : INFO : Epoch 1794 | loss: 0.0311383 | val_loss: 0.0311816 | Time: 4780.78 ms
[2022-04-20 15:53:20 main:574] : INFO : Epoch 1795 | loss: 0.0311388 | val_loss: 0.0311809 | Time: 4801.2 ms
[2022-04-20 15:53:24 main:574] : INFO : Epoch 1796 | loss: 0.0311406 | val_loss: 0.031188 | Time: 4784.53 ms
[2022-04-20 15:53:29 main:574] : INFO : Epoch 1797 | loss: 0.0311392 | val_loss: 0.0311904 | Time: 4765.56 ms
[2022-04-20 15:53:34 main:574] : INFO : Epoch 1798 | loss: 0.0311376 | val_loss: 0.0311882 | Time: 4811.29 ms
[2022-04-20 15:53:39 main:574] : INFO : Epoch 1799 | loss: 0.031137 | val_loss: 0.0311832 | Time: 4798.64 ms
[2022-04-20 15:53:44 main:574] : INFO : Epoch 1800 | loss: 0.0311372 | val_loss: 0.0311838 | Time: 4851.89 ms
[2022-04-20 15:53:49 main:574] : INFO : Epoch 1801 | loss: 0.0311376 | val_loss: 0.0311856 | Time: 4866.51 ms
[2022-04-20 15:53:53 main:574] : INFO : Epoch 1802 | loss: 0.0311386 | val_loss: 0.0311769 | Time: 4782.78 ms
[2022-04-20 15:53:58 main:574] : INFO : Epoch 1803 | loss: 0.0311397 | val_loss: 0.0311856 | Time: 4783.19 ms
[2022-04-20 15:54:03 main:574] : INFO : Epoch 1804 | loss: 0.0311417 | val_loss: 0.0311826 | Time: 4802.43 ms
[2022-04-20 15:54:08 main:574] : INFO : Epoch 1805 | loss: 0.0311393 | val_loss: 0.0311766 | Time: 4781.73 ms
[2022-04-20 15:54:13 main:574] : INFO : Epoch 1806 | loss: 0.0311393 | val_loss: 0.0311782 | Time: 4844.48 ms
[2022-04-20 15:54:17 main:574] : INFO : Epoch 1807 | loss: 0.0311411 | val_loss: 0.0311772 | Time: 4797.43 ms
[2022-04-20 15:54:22 main:574] : INFO : Epoch 1808 | loss: 0.0311387 | val_loss: 0.0311808 | Time: 4780.58 ms
[2022-04-20 15:54:27 main:574] : INFO : Epoch 1809 | loss: 0.031137 | val_loss: 0.0311836 | Time: 4798.57 ms
[2022-04-20 15:54:32 main:574] : INFO : Epoch 1810 | loss: 0.031138 | val_loss: 0.03118 | Time: 4848.99 ms
[2022-04-20 15:54:37 main:574] : INFO : Epoch 1811 | loss: 0.0311433 | val_loss: 0.0311849 | Time: 4791.14 ms
[2022-04-20 15:54:41 main:574] : INFO : Epoch 1812 | loss: 0.0311453 | val_loss: 0.0311774 | Time: 4795.1 ms
[2022-04-20 15:54:46 main:574] : INFO : Epoch 1813 | loss: 0.0311558 | val_loss: 0.0311842 | Time: 4769.55 ms
[2022-04-20 15:54:51 main:574] : INFO : Epoch 1814 | loss: 0.0311797 | val_loss: 0.0311829 | Time: 4768.62 ms
[2022-04-20 15:54:56 main:574] : INFO : Epoch 1815 | loss: 0.0311774 | val_loss: 0.0311806 | Time: 4743.09 ms
[2022-04-20 15:55:01 main:574] : INFO : Epoch 1816 | loss: 0.0311703 | val_loss: 0.0311796 | Time: 4777.39 ms
[2022-04-20 15:55:05 main:574] : INFO : Epoch 1817 | loss: 0.0311688 | val_loss: 0.0311765 | Time: 4848.36 ms
[2022-04-20 15:55:10 main:574] : INFO : Epoch 1818 | loss: 0.031164 | val_loss: 0.0311738 | Time: 4767.33 ms
[2022-04-20 15:55:15 main:574] : INFO : Epoch 1819 | loss: 0.0311633 | val_loss: 0.031178 | Time: 4780.46 ms
[2022-04-20 15:55:20 main:574] : INFO : Epoch 1820 | loss: 0.0311609 | val_loss: 0.0311725 | Time: 4797.65 ms
[2022-04-20 15:55:25 main:574] : INFO : Epoch 1821 | loss: 0.0311613 | val_loss: 0.031176 | Time: 4800.97 ms
[2022-04-20 15:55:29 main:574] : INFO : Epoch 1822 | loss: 0.0311626 | val_loss: 0.0311698 | Time: 4774.78 ms
[2022-04-20 15:55:34 main:574] : INFO : Epoch 1823 | loss: 0.03116 | val_loss: 0.0311681 | Time: 4819.23 ms
[2022-04-20 15:55:39 main:574] : INFO : Epoch 1824 | loss: 0.0311588 | val_loss: 0.0311702 | Time: 4811.51 ms
[2022-04-20 15:55:44 main:574] : INFO : Epoch 1825 | loss: 0.0311585 | val_loss: 0.0311697 | Time: 4805.03 ms
[2022-04-20 15:55:49 main:574] : INFO : Epoch 1826 | loss: 0.0311571 | val_loss: 0.0311708 | Time: 4778.54 ms
[2022-04-20 15:55:53 main:574] : INFO : Epoch 1827 | loss: 0.0311566 | val_loss: 0.0311712 | Time: 4770.49 ms
[2022-04-20 15:55:58 main:574] : INFO : Epoch 1828 | loss: 0.0311549 | val_loss: 0.0311723 | Time: 4764.8 ms
[2022-04-20 15:56:03 main:574] : INFO : Epoch 1829 | loss: 0.0311539 | val_loss: 0.0311721 | Time: 4819.81 ms
[2022-04-20 15:56:08 main:574] : INFO : Epoch 1830 | loss: 0.0311548 | val_loss: 0.0311763 | Time: 4756.9 ms
[2022-04-20 15:56:12 main:574] : INFO : Epoch 1831 | loss: 0.031153 | val_loss: 0.0311763 | Time: 4829.26 ms
[2022-04-20 15:56:17 main:574] : INFO : Epoch 1832 | loss: 0.0311539 | val_loss: 0.031175 | Time: 4817.68 ms
[2022-04-20 15:56:22 main:574] : INFO : Epoch 1833 | loss: 0.0311538 | val_loss: 0.0311748 | Time: 4771.01 ms
[2022-04-20 15:56:27 main:574] : INFO : Epoch 1834 | loss: 0.0311531 | val_loss: 0.0311802 | Time: 4836 ms
[2022-04-20 15:56:32 main:574] : INFO : Epoch 1835 | loss: 0.0311526 | val_loss: 0.0311747 | Time: 4819.83 ms
[2022-04-20 15:56:37 main:574] : INFO : Epoch 1836 | loss: 0.0311534 | val_loss: 0.0311753 | Time: 4802.01 ms
[2022-04-20 15:56:41 main:574] : INFO : Epoch 1837 | loss: 0.0311567 | val_loss: 0.0311777 | Time: 4785.77 ms
[2022-04-20 15:56:46 main:574] : INFO : Epoch 1838 | loss: 0.0311563 | val_loss: 0.0311816 | Time: 4779.95 ms
[2022-04-20 15:56:51 main:574] : INFO : Epoch 1839 | loss: 0.0311562 | val_loss: 0.0311751 | Time: 4813.16 ms
[2022-04-20 15:56:56 main:574] : INFO : Epoch 1840 | loss: 0.0311552 | val_loss: 0.0311749 | Time: 4764.47 ms
[2022-04-20 15:57:01 main:574] : INFO : Epoch 1841 | loss: 0.0311533 | val_loss: 0.0311734 | Time: 4841.25 ms
[2022-04-20 15:57:05 main:574] : INFO : Epoch 1842 | loss: 0.0311547 | val_loss: 0.0311744 | Time: 4740.07 ms
[2022-04-20 15:57:10 main:574] : INFO : Epoch 1843 | loss: 0.0311551 | val_loss: 0.0311809 | Time: 4786.85 ms
[2022-04-20 15:57:15 main:574] : INFO : Epoch 1844 | loss: 0.0311565 | val_loss: 0.0311796 | Time: 4800.35 ms
[2022-04-20 15:57:20 main:574] : INFO : Epoch 1845 | loss: 0.0311573 | val_loss: 0.0311825 | Time: 4760.35 ms
[2022-04-20 15:57:24 main:574] : INFO : Epoch 1846 | loss: 0.0311539 | val_loss: 0.0311741 | Time: 4775.31 ms
[2022-04-20 15:57:29 main:574] : INFO : Epoch 1847 | loss: 0.0311554 | val_loss: 0.0311757 | Time: 4843.02 ms
[2022-04-20 15:57:34 main:574] : INFO : Epoch 1848 | loss: 0.0311549 | val_loss: 0.0311772 | Time: 4815.38 ms
[2022-04-20 15:57:39 main:574] : INFO : Epoch 1849 | loss: 0.0311521 | val_loss: 0.0311758 | Time: 4831.24 ms
[2022-04-20 15:57:44 main:574] : INFO : Epoch 1850 | loss: 0.0311512 | val_loss: 0.0311789 | Time: 4844.66 ms
[2022-04-20 15:57:49 main:574] : INFO : Epoch 1851 | loss: 0.03115 | val_loss: 0.0311806 | Time: 4814.72 ms
[2022-04-20 15:57:53 main:574] : INFO : Epoch 1852 | loss: 0.0311518 | val_loss: 0.031182 | Time: 4811.16 ms
[2022-04-20 15:57:58 main:574] : INFO : Epoch 1853 | loss: 0.0311528 | val_loss: 0.0311819 | Time: 4831.38 ms
[2022-04-20 15:58:03 main:574] : INFO : Epoch 1854 | loss: 0.0311519 | val_loss: 0.0311798 | Time: 4827.5 ms
[2022-04-20 15:58:08 main:574] : INFO : Epoch 1855 | loss: 0.0311501 | val_loss: 0.0311825 | Time: 4813.94 ms
[2022-04-20 15:58:13 main:574] : INFO : Epoch 1856 | loss: 0.0311491 | val_loss: 0.0311795 | Time: 4759.12 ms
[2022-04-20 15:58:18 main:574] : INFO : Epoch 1857 | loss: 0.0311487 | val_loss: 0.0311792 | Time: 4822.92 ms
[2022-04-20 15:58:22 main:574] : INFO : Epoch 1858 | loss: 0.0311498 | val_loss: 0.0311775 | Time: 4777.43 ms
[2022-04-20 15:58:27 main:574] : INFO : Epoch 1859 | loss: 0.031152 | val_loss: 0.0311818 | Time: 4827.25 ms
[2022-04-20 15:58:32 main:574] : INFO : Epoch 1860 | loss: 0.0311535 | val_loss: 0.0311784 | Time: 4785.07 ms
[2022-04-20 15:58:37 main:574] : INFO : Epoch 1861 | loss: 0.0311495 | val_loss: 0.0311782 | Time: 4791.18 ms
[2022-04-20 15:58:42 main:574] : INFO : Epoch 1862 | loss: 0.0311476 | val_loss: 0.0311742 | Time: 4777.13 ms
[2022-04-20 15:58:46 main:574] : INFO : Epoch 1863 | loss: 0.0311477 | val_loss: 0.0311795 | Time: 4805.56 ms
[2022-04-20 15:58:51 main:574] : INFO : Epoch 1864 | loss: 0.03115 | val_loss: 0.0311753 | Time: 4772.14 ms
[2022-04-20 15:58:56 main:574] : INFO : Epoch 1865 | loss: 0.0311479 | val_loss: 0.0311746 | Time: 4829.63 ms
[2022-04-20 15:59:01 main:574] : INFO : Epoch 1866 | loss: 0.0311463 | val_loss: 0.0311789 | Time: 4750.02 ms
[2022-04-20 15:59:06 main:574] : INFO : Epoch 1867 | loss: 0.0311455 | val_loss: 0.0311787 | Time: 4858.63 ms
[2022-04-20 15:59:10 main:574] : INFO : Epoch 1868 | loss: 0.0311464 | val_loss: 0.0311745 | Time: 4800.01 ms
[2022-04-20 15:59:15 main:574] : INFO : Epoch 1869 | loss: 0.0311463 | val_loss: 0.0311777 | Time: 4770.57 ms
[2022-04-20 15:59:20 main:574] : INFO : Epoch 1870 | loss: 0.0311482 | val_loss: 0.0311814 | Time: 4861.18 ms
[2022-04-20 15:59:25 main:574] : INFO : Epoch 1871 | loss: 0.0311469 | val_loss: 0.031181 | Time: 4812.97 ms
[2022-04-20 15:59:30 main:574] : INFO : Epoch 1872 | loss: 0.0311478 | val_loss: 0.0311815 | Time: 4784.14 ms
[2022-04-20 15:59:34 main:574] : INFO : Epoch 1873 | loss: 0.0311467 | val_loss: 0.0311794 | Time: 4794.3 ms
[2022-04-20 15:59:39 main:574] : INFO : Epoch 1874 | loss: 0.0311461 | val_loss: 0.0311736 | Time: 4806.57 ms
[2022-04-20 15:59:44 main:574] : INFO : Epoch 1875 | loss: 0.0311488 | val_loss: 0.0311782 | Time: 4787.24 ms
[2022-04-20 15:59:49 main:574] : INFO : Epoch 1876 | loss: 0.0311495 | val_loss: 0.0311773 | Time: 4784.41 ms
[2022-04-20 15:59:54 main:574] : INFO : Epoch 1877 | loss: 0.0311486 | val_loss: 0.0311776 | Time: 4783.95 ms
[2022-04-20 15:59:58 main:574] : INFO : Epoch 1878 | loss: 0.0311478 | val_loss: 0.0311723 | Time: 4782.7 ms
[2022-04-20 16:00:03 main:574] : INFO : Epoch 1879 | loss: 0.031147 | val_loss: 0.0311747 | Time: 4836.46 ms
[2022-04-20 16:00:08 main:574] : INFO : Epoch 1880 | loss: 0.0311468 | val_loss: 0.031179 | Time: 4858.71 ms
[2022-04-20 16:00:13 main:574] : INFO : Epoch 1881 | loss: 0.0311481 | val_loss: 0.0311786 | Time: 4858.06 ms
[2022-04-20 16:00:18 main:574] : INFO : Epoch 1882 | loss: 0.0311455 | val_loss: 0.0311753 | Time: 4844.17 ms
[2022-04-20 16:00:23 main:574] : INFO : Epoch 1883 | loss: 0.0311437 | val_loss: 0.0311763 | Time: 4832.44 ms
[2022-04-20 16:00:27 main:574] : INFO : Epoch 1884 | loss: 0.0311432 | val_loss: 0.031175 | Time: 4792.43 ms
[2022-04-20 16:00:32 main:574] : INFO : Epoch 1885 | loss: 0.0311419 | val_loss: 0.031179 | Time: 4791.12 ms
[2022-04-20 16:00:37 main:574] : INFO : Epoch 1886 | loss: 0.0311427 | val_loss: 0.0311753 | Time: 4842.39 ms
[2022-04-20 16:00:42 main:574] : INFO : Epoch 1887 | loss: 0.0311434 | val_loss: 0.0311759 | Time: 4806.4 ms
[2022-04-20 16:00:47 main:574] : INFO : Epoch 1888 | loss: 0.0311456 | val_loss: 0.0311743 | Time: 4860.89 ms
[2022-04-20 16:00:52 main:574] : INFO : Epoch 1889 | loss: 0.0311626 | val_loss: 0.031193 | Time: 4805.25 ms
[2022-04-20 16:00:56 main:574] : INFO : Epoch 1890 | loss: 0.0311485 | val_loss: 0.0311834 | Time: 4835.98 ms
[2022-04-20 16:01:01 main:574] : INFO : Epoch 1891 | loss: 0.031144 | val_loss: 0.031175 | Time: 4767.48 ms
[2022-04-20 16:01:06 main:574] : INFO : Epoch 1892 | loss: 0.0311436 | val_loss: 0.0311817 | Time: 4743.53 ms
[2022-04-20 16:01:11 main:574] : INFO : Epoch 1893 | loss: 0.0311423 | val_loss: 0.0311746 | Time: 4816.17 ms
[2022-04-20 16:01:16 main:574] : INFO : Epoch 1894 | loss: 0.0311417 | val_loss: 0.0311808 | Time: 4814.53 ms
[2022-04-20 16:01:20 main:574] : INFO : Epoch 1895 | loss: 0.0311416 | val_loss: 0.0311747 | Time: 4772.26 ms
[2022-04-20 16:01:25 main:574] : INFO : Epoch 1896 | loss: 0.0311436 | val_loss: 0.0311746 | Time: 4764.57 ms
[2022-04-20 16:01:30 main:574] : INFO : Epoch 1897 | loss: 0.0311544 | val_loss: 0.0311793 | Time: 4772.66 ms
[2022-04-20 16:01:35 main:574] : INFO : Epoch 1898 | loss: 0.0311521 | val_loss: 0.0311732 | Time: 4871.91 ms
[2022-04-20 16:01:40 main:574] : INFO : Epoch 1899 | loss: 0.0311519 | val_loss: 0.0311744 | Time: 4814.23 ms
[2022-04-20 16:01:44 main:574] : INFO : Epoch 1900 | loss: 0.03115 | val_loss: 0.0311736 | Time: 4834.84 ms
[2022-04-20 16:01:49 main:574] : INFO : Epoch 1901 | loss: 0.0311476 | val_loss: 0.0311706 | Time: 4740.32 ms
[2022-04-20 16:01:54 main:574] : INFO : Epoch 1902 | loss: 0.0311467 | val_loss: 0.0311717 | Time: 4800.96 ms
[2022-04-20 16:01:59 main:574] : INFO : Epoch 1903 | loss: 0.0311472 | val_loss: 0.0311703 | Time: 4741.99 ms
[2022-04-20 16:02:04 main:574] : INFO : Epoch 1904 | loss: 0.0311446 | val_loss: 0.0311758 | Time: 4836.82 ms
[2022-04-20 16:02:08 main:574] : INFO : Epoch 1905 | loss: 0.0311448 | val_loss: 0.0311755 | Time: 4853.31 ms
[2022-04-20 16:02:13 main:574] : INFO : Epoch 1906 | loss: 0.0311466 | val_loss: 0.0311758 | Time: 4814.12 ms
[2022-04-20 16:02:18 main:574] : INFO : Epoch 1907 | loss: 0.031146 | val_loss: 0.0311725 | Time: 4802.46 ms
[2022-04-20 16:02:23 main:574] : INFO : Epoch 1908 | loss: 0.0311443 | val_loss: 0.0311793 | Time: 4799.9 ms
[2022-04-20 16:02:28 main:574] : INFO : Epoch 1909 | loss: 0.0311458 | val_loss: 0.0311829 | Time: 4788.35 ms
[2022-04-20 16:02:32 main:574] : INFO : Epoch 1910 | loss: 0.0311442 | val_loss: 0.0311797 | Time: 4825.84 ms
[2022-04-20 16:02:37 main:574] : INFO : Epoch 1911 | loss: 0.0311416 | val_loss: 0.031172 | Time: 4796.38 ms
[2022-04-20 16:02:42 main:574] : INFO : Epoch 1912 | loss: 0.0311419 | val_loss: 0.0311744 | Time: 4769.06 ms
[2022-04-20 16:02:47 main:574] : INFO : Epoch 1913 | loss: 0.031143 | val_loss: 0.0311764 | Time: 4762.59 ms
[2022-04-20 16:02:52 main:574] : INFO : Epoch 1914 | loss: 0.0311435 | val_loss: 0.0311752 | Time: 4773.85 ms
[2022-04-20 16:02:56 main:574] : INFO : Epoch 1915 | loss: 0.0311425 | val_loss: 0.031173 | Time: 4768.89 ms
[2022-04-20 16:03:01 main:574] : INFO : Epoch 1916 | loss: 0.0311433 | val_loss: 0.0311725 | Time: 4811.89 ms
[2022-04-20 16:03:06 main:574] : INFO : Epoch 1917 | loss: 0.0311418 | val_loss: 0.0311776 | Time: 4779.58 ms
[2022-04-20 16:03:11 main:574] : INFO : Epoch 1918 | loss: 0.031142 | val_loss: 0.031176 | Time: 4790.14 ms
[2022-04-20 16:03:16 main:574] : INFO : Epoch 1919 | loss: 0.0311423 | val_loss: 0.0311777 | Time: 4829.97 ms
[2022-04-20 16:03:20 main:574] : INFO : Epoch 1920 | loss: 0.0311408 | val_loss: 0.0311844 | Time: 4781.69 ms
[2022-04-20 16:03:25 main:574] : INFO : Epoch 1921 | loss: 0.0311419 | val_loss: 0.0311843 | Time: 4735.3 ms
[2022-04-20 16:03:30 main:574] : INFO : Epoch 1922 | loss: 0.0311437 | val_loss: 0.0311837 | Time: 4733.86 ms
[2022-04-20 16:03:35 main:574] : INFO : Epoch 1923 | loss: 0.0311403 | val_loss: 0.0311804 | Time: 4824.83 ms
[2022-04-20 16:03:39 main:574] : INFO : Epoch 1924 | loss: 0.0311418 | val_loss: 0.0311724 | Time: 4779.8 ms
[2022-04-20 16:03:44 main:574] : INFO : Epoch 1925 | loss: 0.0311397 | val_loss: 0.0311812 | Time: 4805.57 ms
[2022-04-20 16:03:49 main:574] : INFO : Epoch 1926 | loss: 0.0311437 | val_loss: 0.0311803 | Time: 4813.78 ms
[2022-04-20 16:03:54 main:574] : INFO : Epoch 1927 | loss: 0.0311433 | val_loss: 0.0311772 | Time: 4772.37 ms
[2022-04-20 16:03:59 main:574] : INFO : Epoch 1928 | loss: 0.031141 | val_loss: 0.0311728 | Time: 4737.41 ms
[2022-04-20 16:04:04 main:574] : INFO : Epoch 1929 | loss: 0.0311402 | val_loss: 0.0311817 | Time: 4913.03 ms
[2022-04-20 16:04:08 main:574] : INFO : Epoch 1930 | loss: 0.0311402 | val_loss: 0.0311803 | Time: 4816.05 ms
[2022-04-20 16:04:13 main:574] : INFO : Epoch 1931 | loss: 0.0311392 | val_loss: 0.0311755 | Time: 4802.27 ms
[2022-04-20 16:04:18 main:574] : INFO : Epoch 1932 | loss: 0.0311376 | val_loss: 0.0311805 | Time: 4811.42 ms
[2022-04-20 16:04:23 main:574] : INFO : Epoch 1933 | loss: 0.0311385 | val_loss: 0.0311794 | Time: 4773 ms
[2022-04-20 16:04:28 main:574] : INFO : Epoch 1934 | loss: 0.0311383 | val_loss: 0.0311818 | Time: 4839.24 ms
[2022-04-20 16:04:32 main:574] : INFO : Epoch 1935 | loss: 0.0311384 | val_loss: 0.0311816 | Time: 4804.6 ms
[2022-04-20 16:04:37 main:574] : INFO : Epoch 1936 | loss: 0.0311384 | val_loss: 0.0311823 | Time: 4807.61 ms
[2022-04-20 16:04:42 main:574] : INFO : Epoch 1937 | loss: 0.0311453 | val_loss: 0.0311767 | Time: 4809.89 ms
[2022-04-20 16:04:47 main:574] : INFO : Epoch 1938 | loss: 0.0311477 | val_loss: 0.0311745 | Time: 4755.67 ms
[2022-04-20 16:04:52 main:574] : INFO : Epoch 1939 | loss: 0.0311459 | val_loss: 0.0311771 | Time: 4776.15 ms
[2022-04-20 16:04:56 main:574] : INFO : Epoch 1940 | loss: 0.0311446 | val_loss: 0.0311775 | Time: 4816.11 ms
[2022-04-20 16:05:01 main:574] : INFO : Epoch 1941 | loss: 0.0311425 | val_loss: 0.0311753 | Time: 4818.98 ms
[2022-04-20 16:05:06 main:574] : INFO : Epoch 1942 | loss: 0.0311421 | val_loss: 0.0311702 | Time: 4776.63 ms
[2022-04-20 16:05:11 main:574] : INFO : Epoch 1943 | loss: 0.0311441 | val_loss: 0.0311698 | Time: 4810.9 ms
[2022-04-20 16:05:16 main:574] : INFO : Epoch 1944 | loss: 0.0311436 | val_loss: 0.0311757 | Time: 4834.89 ms
[2022-04-20 16:05:20 main:574] : INFO : Epoch 1945 | loss: 0.0311399 | val_loss: 0.0311773 | Time: 4745.46 ms
[2022-04-20 16:05:25 main:574] : INFO : Epoch 1946 | loss: 0.0311401 | val_loss: 0.0311748 | Time: 4793.8 ms
[2022-04-20 16:05:30 main:574] : INFO : Epoch 1947 | loss: 0.0311406 | val_loss: 0.0311856 | Time: 4843.12 ms
[2022-04-20 16:05:35 main:574] : INFO : Epoch 1948 | loss: 0.0311409 | val_loss: 0.0311785 | Time: 4825.33 ms
[2022-04-20 16:05:40 main:574] : INFO : Epoch 1949 | loss: 0.0311397 | val_loss: 0.0311792 | Time: 4799.19 ms
[2022-04-20 16:05:44 main:574] : INFO : Epoch 1950 | loss: 0.0311408 | val_loss: 0.0311785 | Time: 4812.3 ms
[2022-04-20 16:05:49 main:574] : INFO : Epoch 1951 | loss: 0.0311465 | val_loss: 0.0311725 | Time: 4769.58 ms
[2022-04-20 16:05:54 main:574] : INFO : Epoch 1952 | loss: 0.0311449 | val_loss: 0.0311764 | Time: 4830.56 ms
[2022-04-20 16:05:59 main:574] : INFO : Epoch 1953 | loss: 0.0311423 | val_loss: 0.0311801 | Time: 4791.38 ms
[2022-04-20 16:06:04 main:574] : INFO : Epoch 1954 | loss: 0.0311432 | val_loss: 0.031174 | Time: 4835.61 ms
[2022-04-20 16:06:09 main:574] : INFO : Epoch 1955 | loss: 0.0311441 | val_loss: 0.0311731 | Time: 4830.59 ms
[2022-04-20 16:06:13 main:574] : INFO : Epoch 1956 | loss: 0.0311419 | val_loss: 0.0311733 | Time: 4800.83 ms
[2022-04-20 16:06:18 main:574] : INFO : Epoch 1957 | loss: 0.0311397 | val_loss: 0.0311792 | Time: 4753.75 ms
[2022-04-20 16:06:23 main:574] : INFO : Epoch 1958 | loss: 0.0311409 | val_loss: 0.0311757 | Time: 4774.3 ms
[2022-04-20 16:06:28 main:574] : INFO : Epoch 1959 | loss: 0.031145 | val_loss: 0.0311777 | Time: 4778.65 ms
[2022-04-20 16:06:33 main:574] : INFO : Epoch 1960 | loss: 0.031143 | val_loss: 0.0311747 | Time: 4820.26 ms
[2022-04-20 16:06:37 main:574] : INFO : Epoch 1961 | loss: 0.0311439 | val_loss: 0.0311701 | Time: 4819.77 ms
[2022-04-20 16:06:42 main:574] : INFO : Epoch 1962 | loss: 0.0311421 | val_loss: 0.0311834 | Time: 4797.65 ms
[2022-04-20 16:06:47 main:574] : INFO : Epoch 1963 | loss: 0.0311415 | val_loss: 0.0311754 | Time: 4770.86 ms
[2022-04-20 16:06:52 main:574] : INFO : Epoch 1964 | loss: 0.0311398 | val_loss: 0.031181 | Time: 4826.51 ms
[2022-04-20 16:06:57 main:574] : INFO : Epoch 1965 | loss: 0.0311431 | val_loss: 0.0311831 | Time: 4827.41 ms
[2022-04-20 16:07:01 main:574] : INFO : Epoch 1966 | loss: 0.0311443 | val_loss: 0.0311712 | Time: 4869.71 ms
[2022-04-20 16:07:06 main:574] : INFO : Epoch 1967 | loss: 0.0311437 | val_loss: 0.0311828 | Time: 4826.78 ms
[2022-04-20 16:07:11 main:574] : INFO : Epoch 1968 | loss: 0.0311439 | val_loss: 0.0311796 | Time: 4828.62 ms
[2022-04-20 16:07:16 main:574] : INFO : Epoch 1969 | loss: 0.0311397 | val_loss: 0.0311829 | Time: 4848.73 ms
[2022-04-20 16:07:21 main:574] : INFO : Epoch 1970 | loss: 0.0311433 | val_loss: 0.031178 | Time: 4809.61 ms
[2022-04-20 16:07:26 main:574] : INFO : Epoch 1971 | loss: 0.0311493 | val_loss: 0.0311749 | Time: 4766.09 ms
[2022-04-20 16:07:30 main:574] : INFO : Epoch 1972 | loss: 0.0311464 | val_loss: 0.0311745 | Time: 4809.32 ms
[2022-04-20 16:07:35 main:574] : INFO : Epoch 1973 | loss: 0.0311454 | val_loss: 0.0311821 | Time: 4806.2 ms
[2022-04-20 16:07:40 main:574] : INFO : Epoch 1974 | loss: 0.0311436 | val_loss: 0.0311833 | Time: 4792.38 ms
[2022-04-20 16:07:45 main:574] : INFO : Epoch 1975 | loss: 0.0311476 | val_loss: 0.031179 | Time: 4779.39 ms
[2022-04-20 16:07:50 main:574] : INFO : Epoch 1976 | loss: 0.0311452 | val_loss: 0.0311784 | Time: 4834.55 ms
[2022-04-20 16:07:54 main:574] : INFO : Epoch 1977 | loss: 0.031142 | val_loss: 0.0311764 | Time: 4803.51 ms
[2022-04-20 16:07:59 main:574] : INFO : Epoch 1978 | loss: 0.0311424 | val_loss: 0.0311848 | Time: 4835.43 ms
[2022-04-20 16:08:04 main:574] : INFO : Epoch 1979 | loss: 0.0311402 | val_loss: 0.0311853 | Time: 4865.55 ms
[2022-04-20 16:08:09 main:574] : INFO : Epoch 1980 | loss: 0.0311429 | val_loss: 0.0311792 | Time: 4772 ms
[2022-04-20 16:08:14 main:574] : INFO : Epoch 1981 | loss: 0.0311411 | val_loss: 0.031188 | Time: 4840.83 ms
[2022-04-20 16:08:19 main:574] : INFO : Epoch 1982 | loss: 0.0311422 | val_loss: 0.0311857 | Time: 4781.3 ms
[2022-04-20 16:08:23 main:574] : INFO : Epoch 1983 | loss: 0.0311436 | val_loss: 0.0311791 | Time: 4863.19 ms
[2022-04-20 16:08:28 main:574] : INFO : Epoch 1984 | loss: 0.031149 | val_loss: 0.0311876 | Time: 4979.51 ms
[2022-04-20 16:08:33 main:574] : INFO : Epoch 1985 | loss: 0.0311509 | val_loss: 0.0311804 | Time: 4964.48 ms
[2022-04-20 16:08:38 main:574] : INFO : Epoch 1986 | loss: 0.0311471 | val_loss: 0.0311867 | Time: 4855.53 ms
[2022-04-20 16:08:43 main:574] : INFO : Epoch 1987 | loss: 0.0311453 | val_loss: 0.031176 | Time: 4815.42 ms
[2022-04-20 16:08:48 main:574] : INFO : Epoch 1988 | loss: 0.0311449 | val_loss: 0.0311824 | Time: 4824.41 ms
[2022-04-20 16:08:53 main:574] : INFO : Epoch 1989 | loss: 0.0311425 | val_loss: 0.0311794 | Time: 4807.05 ms
[2022-04-20 16:08:57 main:574] : INFO : Epoch 1990 | loss: 0.0311412 | val_loss: 0.0311806 | Time: 4780.45 ms
[2022-04-20 16:09:02 main:574] : INFO : Epoch 1991 | loss: 0.0311422 | val_loss: 0.0311869 | Time: 4825.41 ms
[2022-04-20 16:09:07 main:574] : INFO : Epoch 1992 | loss: 0.0311431 | val_loss: 0.0311752 | Time: 4789.27 ms
[2022-04-20 16:09:12 main:574] : INFO : Epoch 1993 | loss: 0.0311407 | val_loss: 0.0311807 | Time: 4813.31 ms
[2022-04-20 16:09:17 main:574] : INFO : Epoch 1994 | loss: 0.0311403 | val_loss: 0.0311855 | Time: 4837.88 ms
[2022-04-20 16:09:22 main:574] : INFO : Epoch 1995 | loss: 0.031141 | val_loss: 0.031178 | Time: 4783.41 ms
[2022-04-20 16:09:26 main:574] : INFO : Epoch 1996 | loss: 0.0311406 | val_loss: 0.0311887 | Time: 4797.04 ms
[2022-04-20 16:09:31 main:574] : INFO : Epoch 1997 | loss: 0.0311426 | val_loss: 0.03118 | Time: 4836.41 ms
[2022-04-20 16:09:36 main:574] : INFO : Epoch 1998 | loss: 0.0311424 | val_loss: 0.0311795 | Time: 4805.97 ms
[2022-04-20 16:09:41 main:574] : INFO : Epoch 1999 | loss: 0.0311427 | val_loss: 0.0311795 | Time: 4825.99 ms
[2022-04-20 16:09:46 main:574] : INFO : Epoch 2000 | loss: 0.0311403 | val_loss: 0.0311879 | Time: 4763.53 ms
[2022-04-20 16:09:50 main:574] : INFO : Epoch 2001 | loss: 0.0311414 | val_loss: 0.0311802 | Time: 4787.99 ms
[2022-04-20 16:09:55 main:574] : INFO : Epoch 2002 | loss: 0.0311428 | val_loss: 0.0311778 | Time: 4802.21 ms
[2022-04-20 16:10:00 main:574] : INFO : Epoch 2003 | loss: 0.0311409 | val_loss: 0.0311783 | Time: 4766.07 ms
[2022-04-20 16:10:05 main:574] : INFO : Epoch 2004 | loss: 0.0311413 | val_loss: 0.0311824 | Time: 4765.09 ms
[2022-04-20 16:10:10 main:574] : INFO : Epoch 2005 | loss: 0.0311511 | val_loss: 0.031189 | Time: 4838.15 ms
[2022-04-20 16:10:14 main:574] : INFO : Epoch 2006 | loss: 0.0311545 | val_loss: 0.0311769 | Time: 4826.56 ms
[2022-04-20 16:10:19 main:574] : INFO : Epoch 2007 | loss: 0.0311567 | val_loss: 0.0311745 | Time: 4800.21 ms
[2022-04-20 16:10:24 main:574] : INFO : Epoch 2008 | loss: 0.0311609 | val_loss: 0.0311731 | Time: 4763.15 ms
[2022-04-20 16:10:29 main:574] : INFO : Epoch 2009 | loss: 0.0311583 | val_loss: 0.0311773 | Time: 4884.75 ms
[2022-04-20 16:10:34 main:574] : INFO : Epoch 2010 | loss: 0.0311564 | val_loss: 0.0311724 | Time: 4838.01 ms
[2022-04-20 16:10:38 main:574] : INFO : Epoch 2011 | loss: 0.0311539 | val_loss: 0.031174 | Time: 4794.67 ms
[2022-04-20 16:10:43 main:574] : INFO : Epoch 2012 | loss: 0.0311523 | val_loss: 0.0311735 | Time: 4757.77 ms
[2022-04-20 16:10:48 main:574] : INFO : Epoch 2013 | loss: 0.0311513 | val_loss: 0.0311762 | Time: 4838.23 ms
[2022-04-20 16:10:53 main:574] : INFO : Epoch 2014 | loss: 0.0311511 | val_loss: 0.0311778 | Time: 4783.9 ms
[2022-04-20 16:10:58 main:574] : INFO : Epoch 2015 | loss: 0.0311502 | val_loss: 0.031175 | Time: 4757.96 ms
[2022-04-20 16:11:02 main:574] : INFO : Epoch 2016 | loss: 0.0311505 | val_loss: 0.0311766 | Time: 4802.28 ms
[2022-04-20 16:11:07 main:574] : INFO : Epoch 2017 | loss: 0.0311496 | val_loss: 0.0311815 | Time: 4763.31 ms
[2022-04-20 16:11:12 main:574] : INFO : Epoch 2018 | loss: 0.0311492 | val_loss: 0.0311803 | Time: 4796.2 ms
[2022-04-20 16:11:17 main:574] : INFO : Epoch 2019 | loss: 0.0311484 | val_loss: 0.0311793 | Time: 4890.16 ms
[2022-04-20 16:11:22 main:574] : INFO : Epoch 2020 | loss: 0.0311487 | val_loss: 0.0311824 | Time: 4809.05 ms
[2022-04-20 16:11:27 main:574] : INFO : Epoch 2021 | loss: 0.0311467 | val_loss: 0.0311788 | Time: 4792.55 ms
[2022-04-20 16:11:31 main:574] : INFO : Epoch 2022 | loss: 0.0311461 | val_loss: 0.0311844 | Time: 4723.06 ms
[2022-04-20 16:11:36 main:574] : INFO : Epoch 2023 | loss: 0.0311472 | val_loss: 0.0311781 | Time: 4785.04 ms
[2022-04-20 16:11:41 main:574] : INFO : Epoch 2024 | loss: 0.0311469 | val_loss: 0.031174 | Time: 4849.77 ms
[2022-04-20 16:11:46 main:574] : INFO : Epoch 2025 | loss: 0.0311446 | val_loss: 0.0311819 | Time: 4868.61 ms
[2022-04-20 16:11:51 main:574] : INFO : Epoch 2026 | loss: 0.0311469 | val_loss: 0.0311759 | Time: 4835.36 ms
[2022-04-20 16:11:55 main:574] : INFO : Epoch 2027 | loss: 0.0311455 | val_loss: 0.0311797 | Time: 4755.23 ms
[2022-04-20 16:12:00 main:574] : INFO : Epoch 2028 | loss: 0.0311454 | val_loss: 0.0311816 | Time: 4798.85 ms
[2022-04-20 16:12:05 main:574] : INFO : Epoch 2029 | loss: 0.0311455 | val_loss: 0.0311778 | Time: 4850.47 ms
[2022-04-20 16:12:10 main:574] : INFO : Epoch 2030 | loss: 0.0311457 | val_loss: 0.0311833 | Time: 4834.32 ms
[2022-04-20 16:12:15 main:574] : INFO : Epoch 2031 | loss: 0.0311473 | val_loss: 0.0311781 | Time: 4811.48 ms
[2022-04-20 16:12:19 main:574] : INFO : Epoch 2032 | loss: 0.0311459 | val_loss: 0.0311758 | Time: 4777.09 ms
[2022-04-20 16:12:24 main:574] : INFO : Epoch 2033 | loss: 0.0311435 | val_loss: 0.0311761 | Time: 4819.99 ms
[2022-04-20 16:12:29 main:574] : INFO : Epoch 2034 | loss: 0.0311437 | val_loss: 0.0311766 | Time: 4825.26 ms
[2022-04-20 16:12:34 main:574] : INFO : Epoch 2035 | loss: 0.0311433 | val_loss: 0.031177 | Time: 4765.65 ms
[2022-04-20 16:12:39 main:574] : INFO : Epoch 2036 | loss: 0.0311423 | val_loss: 0.0311749 | Time: 4745.66 ms
[2022-04-20 16:12:43 main:574] : INFO : Epoch 2037 | loss: 0.0311485 | val_loss: 0.0311718 | Time: 4800.85 ms
[2022-04-20 16:12:48 main:574] : INFO : Epoch 2038 | loss: 0.0311496 | val_loss: 0.0311766 | Time: 4790.25 ms
[2022-04-20 16:12:53 main:574] : INFO : Epoch 2039 | loss: 0.031148 | val_loss: 0.0311749 | Time: 4808.63 ms
[2022-04-20 16:12:58 main:574] : INFO : Epoch 2040 | loss: 0.0311476 | val_loss: 0.0311795 | Time: 4767.34 ms
[2022-04-20 16:13:03 main:574] : INFO : Epoch 2041 | loss: 0.0311473 | val_loss: 0.0311792 | Time: 4776.25 ms
[2022-04-20 16:13:07 main:574] : INFO : Epoch 2042 | loss: 0.0311459 | val_loss: 0.0311786 | Time: 4806.8 ms
[2022-04-20 16:13:12 main:574] : INFO : Epoch 2043 | loss: 0.031146 | val_loss: 0.0311755 | Time: 4741.56 ms
[2022-04-20 16:13:17 main:574] : INFO : Epoch 2044 | loss: 0.0311451 | val_loss: 0.031175 | Time: 4779.83 ms
[2022-04-20 16:13:22 main:574] : INFO : Epoch 2045 | loss: 0.0311431 | val_loss: 0.0311729 | Time: 4819.29 ms
[2022-04-20 16:13:27 main:574] : INFO : Epoch 2046 | loss: 0.0311439 | val_loss: 0.0311746 | Time: 4791.64 ms
[2022-04-20 16:13:31 main:574] : INFO : Epoch 2047 | loss: 0.031142 | val_loss: 0.0311743 | Time: 4728.55 ms
[2022-04-20 16:13:36 main:574] : INFO : Epoch 2048 | loss: 0.0311397 | val_loss: 0.0311772 | Time: 4808.71 ms
[2022-04-20 16:13:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311772
[2022-04-20 16:13:36 main:603] : INFO : Saving end state to config to file
[2022-04-20 16:13:36 main:608] : INFO : Success, exiting..
16:13:36 (8420): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)