Task 14595677
| Name | ParityModified-1647043931-19134-3-0_1 |
| Workunit | 11424484 |
| Created | 10 Apr 2022, 15:01:54 UTC |
| Sent | 10 Apr 2022, 15:37:31 UTC |
| Report deadline | 18 Apr 2022, 15:37:31 UTC |
| Received | 11 Apr 2022, 12:21:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 2 hours 41 min 36 sec |
| CPU time | 2 hours 40 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.01 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311765 | val_loss: 0.0311836 | Time: 5120.93 ms
[2022-04-11 04:40:43 main:574] : INFO : Epoch 1543 | loss: 0.0311742 | val_loss: 0.0311812 | Time: 4845.05 ms
[2022-04-11 04:40:48 main:574] : INFO : Epoch 1544 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 4836.92 ms
[2022-04-11 04:40:53 main:574] : INFO : Epoch 1545 | loss: 0.0311656 | val_loss: 0.0311743 | Time: 4898.99 ms
[2022-04-11 04:40:57 main:574] : INFO : Epoch 1546 | loss: 0.0311627 | val_loss: 0.0311715 | Time: 4871.4 ms
[2022-04-11 04:41:02 main:574] : INFO : Epoch 1547 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 4778.38 ms
[2022-04-11 04:41:07 main:574] : INFO : Epoch 1548 | loss: 0.0311623 | val_loss: 0.0311719 | Time: 5022.2 ms
[2022-04-11 04:41:12 main:574] : INFO : Epoch 1549 | loss: 0.0311612 | val_loss: 0.0311758 | Time: 4830.29 ms
[2022-04-11 04:41:17 main:574] : INFO : Epoch 1550 | loss: 0.0311646 | val_loss: 0.031174 | Time: 4911.11 ms
[2022-04-11 04:41:22 main:574] : INFO : Epoch 1551 | loss: 0.0311657 | val_loss: 0.0311737 | Time: 5132.51 ms
[2022-04-11 04:41:27 main:574] : INFO : Epoch 1552 | loss: 0.0311677 | val_loss: 0.031175 | Time: 4817.79 ms
[2022-04-11 04:41:32 main:574] : INFO : Epoch 1553 | loss: 0.0311646 | val_loss: 0.0311758 | Time: 4806.37 ms
[2022-04-11 04:41:37 main:574] : INFO : Epoch 1554 | loss: 0.0311622 | val_loss: 0.0311715 | Time: 4811.67 ms
[2022-04-11 04:41:41 main:574] : INFO : Epoch 1555 | loss: 0.031162 | val_loss: 0.0311734 | Time: 4774.04 ms
[2022-04-11 04:41:46 main:574] : INFO : Epoch 1556 | loss: 0.031162 | val_loss: 0.0311711 | Time: 4885.78 ms
[2022-04-11 04:41:51 main:574] : INFO : Epoch 1557 | loss: 0.0311603 | val_loss: 0.0311701 | Time: 4944.72 ms
[2022-04-11 04:41:56 main:574] : INFO : Epoch 1558 | loss: 0.0311597 | val_loss: 0.0311694 | Time: 4892.03 ms
[2022-04-11 04:42:01 main:574] : INFO : Epoch 1559 | loss: 0.0311596 | val_loss: 0.0311675 | Time: 4869.67 ms
[2022-04-11 04:42:07 main:574] : INFO : Epoch 1560 | loss: 0.0311588 | val_loss: 0.0311696 | Time: 5642.37 ms
[2022-04-11 04:42:12 main:574] : INFO : Epoch 1561 | loss: 0.0311595 | val_loss: 0.0311728 | Time: 5296.83 ms
[2022-04-11 04:42:17 main:574] : INFO : Epoch 1562 | loss: 0.0311567 | val_loss: 0.0311694 | Time: 5458.41 ms
[2022-04-11 04:42:22 main:574] : INFO : Epoch 1563 | loss: 0.0311557 | val_loss: 0.0311671 | Time: 4999.64 ms
[2022-04-11 04:42:28 main:574] : INFO : Epoch 1564 | loss: 0.0311635 | val_loss: 0.0311662 | Time: 5122.29 ms
[2022-04-11 04:42:33 main:574] : INFO : Epoch 1565 | loss: 0.0311588 | val_loss: 0.0311687 | Time: 5322.13 ms
[2022-04-11 04:42:38 main:574] : INFO : Epoch 1566 | loss: 0.0311557 | val_loss: 0.0311652 | Time: 5378.44 ms
[2022-04-11 04:42:43 main:574] : INFO : Epoch 1567 | loss: 0.0311544 | val_loss: 0.0311646 | Time: 5100.18 ms
[2022-04-11 04:42:49 main:574] : INFO : Epoch 1568 | loss: 0.0311546 | val_loss: 0.0311663 | Time: 5521.38 ms
[2022-04-11 04:42:55 main:574] : INFO : Epoch 1569 | loss: 0.031154 | val_loss: 0.0311656 | Time: 5580.97 ms
[2022-04-11 04:43:00 main:574] : INFO : Epoch 1570 | loss: 0.031154 | val_loss: 0.0311673 | Time: 5638.34 ms
[2022-04-11 04:43:06 main:574] : INFO : Epoch 1571 | loss: 0.0311537 | val_loss: 0.0311647 | Time: 5539.87 ms
[2022-04-11 04:43:11 main:574] : INFO : Epoch 1572 | loss: 0.0311507 | val_loss: 0.0311652 | Time: 5621.24 ms
[2022-04-11 04:43:17 main:574] : INFO : Epoch 1573 | loss: 0.0311502 | val_loss: 0.0311644 | Time: 5421.42 ms
[2022-04-11 04:43:22 main:574] : INFO : Epoch 1574 | loss: 0.0311488 | val_loss: 0.0311635 | Time: 5352.41 ms
[2022-04-11 04:43:28 main:574] : INFO : Epoch 1575 | loss: 0.0311525 | val_loss: 0.0311624 | Time: 5706.8 ms
[2022-04-11 04:43:33 main:574] : INFO : Epoch 1576 | loss: 0.0311522 | val_loss: 0.0311614 | Time: 5144.26 ms
[2022-04-11 04:43:38 main:574] : INFO : Epoch 1577 | loss: 0.031152 | val_loss: 0.0311595 | Time: 5127.89 ms
[2022-04-11 04:43:43 main:574] : INFO : Epoch 1578 | loss: 0.0311507 | val_loss: 0.0311579 | Time: 4958.81 ms
[2022-04-11 04:43:48 main:574] : INFO : Epoch 1579 | loss: 0.0311493 | val_loss: 0.0311614 | Time: 5091.27 ms
[2022-04-11 04:43:53 main:574] : INFO : Epoch 1580 | loss: 0.0311487 | val_loss: 0.0311623 | Time: 5007.48 ms
[2022-04-11 04:43:58 main:574] : INFO : Epoch 1581 | loss: 0.0311485 | val_loss: 0.0311575 | Time: 5047.95 ms
[2022-04-11 04:44:04 main:574] : INFO : Epoch 1582 | loss: 0.031148 | val_loss: 0.0311603 | Time: 5371.53 ms
[2022-04-11 04:44:09 main:574] : INFO : Epoch 1583 | loss: 0.0311489 | val_loss: 0.0311607 | Time: 5398.44 ms
[2022-04-11 04:44:14 main:574] : INFO : Epoch 1584 | loss: 0.0311622 | val_loss: 0.0311733 | Time: 5200.18 ms
[2022-04-11 04:44:19 main:574] : INFO : Epoch 1585 | loss: 0.0311638 | val_loss: 0.0311643 | Time: 5228.08 ms
[2022-04-11 04:44:25 main:574] : INFO : Epoch 1586 | loss: 0.0311581 | val_loss: 0.0311619 | Time: 5527.57 ms
[2022-04-11 04:44:30 main:574] : INFO : Epoch 1587 | loss: 0.0311545 | val_loss: 0.0311666 | Time: 5406.14 ms
[2022-04-11 04:44:36 main:574] : INFO : Epoch 1588 | loss: 0.0311573 | val_loss: 0.0311591 | Time: 5295.56 ms
[2022-04-11 04:44:41 main:574] : INFO : Epoch 1589 | loss: 0.0311524 | val_loss: 0.0311566 | Time: 5732.55 ms
[2022-04-11 04:44:47 main:574] : INFO : Epoch 1590 | loss: 0.0311521 | val_loss: 0.0311567 | Time: 5582.21 ms
[2022-04-11 04:44:52 main:574] : INFO : Epoch 1591 | loss: 0.0311526 | val_loss: 0.0311633 | Time: 5117.19 ms
[2022-04-11 04:44:58 main:574] : INFO : Epoch 1592 | loss: 0.0311519 | val_loss: 0.0311583 | Time: 5514.99 ms
[2022-04-11 04:45:03 main:574] : INFO : Epoch 1593 | loss: 0.0311497 | val_loss: 0.0311581 | Time: 5495.12 ms
[2022-04-11 04:45:08 main:574] : INFO : Epoch 1594 | loss: 0.0311487 | val_loss: 0.0311575 | Time: 5199 ms
[2022-04-11 04:45:14 main:574] : INFO : Epoch 1595 | loss: 0.0311516 | val_loss: 0.0311612 | Time: 5266.45 ms
[2022-04-11 04:45:19 main:574] : INFO : Epoch 1596 | loss: 0.0311491 | val_loss: 0.0311548 | Time: 5249.84 ms
[2022-04-11 04:45:24 main:574] : INFO : Epoch 1597 | loss: 0.031148 | val_loss: 0.0311567 | Time: 5176.76 ms
[2022-04-11 04:45:29 main:574] : INFO : Epoch 1598 | loss: 0.031147 | val_loss: 0.0311554 | Time: 5027.67 ms
[2022-04-11 04:45:34 main:574] : INFO : Epoch 1599 | loss: 0.0311455 | val_loss: 0.0311534 | Time: 4907.13 ms
[2022-04-11 04:45:39 main:574] : INFO : Epoch 1600 | loss: 0.0311437 | val_loss: 0.0311559 | Time: 5215.13 ms
[2022-04-11 04:45:45 main:574] : INFO : Epoch 1601 | loss: 0.0311464 | val_loss: 0.0311601 | Time: 5297.75 ms
[2022-04-11 04:45:50 main:574] : INFO : Epoch 1602 | loss: 0.0311476 | val_loss: 0.0311582 | Time: 4995.34 ms
[2022-04-11 04:45:55 main:574] : INFO : Epoch 1603 | loss: 0.0311455 | val_loss: 0.0311552 | Time: 5213.55 ms
[2022-04-11 04:46:00 main:574] : INFO : Epoch 1604 | loss: 0.0311441 | val_loss: 0.0311551 | Time: 5259 ms
[2022-04-11 04:46:05 main:574] : INFO : Epoch 1605 | loss: 0.0311436 | val_loss: 0.0311551 | Time: 4792.8 ms
[2022-04-11 04:46:10 main:574] : INFO : Epoch 1606 | loss: 0.0311437 | val_loss: 0.0311545 | Time: 4795.3 ms
[2022-04-11 04:46:14 main:574] : INFO : Epoch 1607 | loss: 0.0311442 | val_loss: 0.0311585 | Time: 4767.53 ms
[2022-04-11 04:46:19 main:574] : INFO : Epoch 1608 | loss: 0.0311446 | val_loss: 0.0311688 | Time: 4747.3 ms
[2022-04-11 04:46:24 main:574] : INFO : Epoch 1609 | loss: 0.0311445 | val_loss: 0.0311588 | Time: 4771.22 ms
[2022-04-11 04:46:29 main:574] : INFO : Epoch 1610 | loss: 0.0311445 | val_loss: 0.0311555 | Time: 4849.28 ms
[2022-04-11 04:46:34 main:574] : INFO : Epoch 1611 | loss: 0.0311444 | val_loss: 0.031159 | Time: 4848.33 ms
[2022-04-11 04:46:39 main:574] : INFO : Epoch 1612 | loss: 0.0311462 | val_loss: 0.0311601 | Time: 4887.46 ms
[2022-04-11 04:46:43 main:574] : INFO : Epoch 1613 | loss: 0.0311475 | val_loss: 0.0311601 | Time: 4773.7 ms
[2022-04-11 04:46:48 main:574] : INFO : Epoch 1614 | loss: 0.0311457 | val_loss: 0.0311545 | Time: 4772.02 ms
[2022-04-11 04:46:53 main:574] : INFO : Epoch 1615 | loss: 0.0311436 | val_loss: 0.0311555 | Time: 4804.12 ms
[2022-04-11 04:46:58 main:574] : INFO : Epoch 1616 | loss: 0.0311427 | val_loss: 0.031154 | Time: 4761.99 ms
[2022-04-11 04:47:02 main:574] : INFO : Epoch 1617 | loss: 0.0311427 | val_loss: 0.0311547 | Time: 4756.38 ms
[2022-04-11 04:47:07 main:574] : INFO : Epoch 1618 | loss: 0.031145 | val_loss: 0.0311588 | Time: 4788.3 ms
[2022-04-11 04:47:12 main:574] : INFO : Epoch 1619 | loss: 0.0311441 | val_loss: 0.0311577 | Time: 4766.29 ms
[2022-04-11 04:47:17 main:574] : INFO : Epoch 1620 | loss: 0.0311431 | val_loss: 0.031157 | Time: 4750.45 ms
[2022-04-11 04:47:22 main:574] : INFO : Epoch 1621 | loss: 0.0311428 | val_loss: 0.0311572 | Time: 4732.54 ms
[2022-04-11 04:47:26 main:574] : INFO : Epoch 1622 | loss: 0.0311448 | val_loss: 0.0311526 | Time: 4773.57 ms
[2022-04-11 04:47:31 main:574] : INFO : Epoch 1623 | loss: 0.0311459 | val_loss: 0.0311524 | Time: 4963.22 ms
[2022-04-11 04:47:36 main:574] : INFO : Epoch 1624 | loss: 0.0311433 | val_loss: 0.0311548 | Time: 4846.26 ms
[2022-04-11 04:47:41 main:574] : INFO : Epoch 1625 | loss: 0.0311436 | val_loss: 0.0311558 | Time: 4793.59 ms
[2022-04-11 04:47:46 main:574] : INFO : Epoch 1626 | loss: 0.0311457 | val_loss: 0.0311566 | Time: 4801.11 ms
[2022-04-11 04:47:50 main:574] : INFO : Epoch 1627 | loss: 0.0311486 | val_loss: 0.0311596 | Time: 4772.73 ms
[2022-04-11 04:47:55 main:574] : INFO : Epoch 1628 | loss: 0.0311487 | val_loss: 0.0311637 | Time: 4731.69 ms
[2022-04-11 04:48:00 main:574] : INFO : Epoch 1629 | loss: 0.031147 | val_loss: 0.0311579 | Time: 4722.6 ms
[2022-04-11 04:48:05 main:574] : INFO : Epoch 1630 | loss: 0.0311432 | val_loss: 0.031155 | Time: 4768.85 ms
[2022-04-11 04:48:10 main:574] : INFO : Epoch 1631 | loss: 0.031148 | val_loss: 0.0311595 | Time: 4831.75 ms
[2022-04-11 04:48:14 main:574] : INFO : Epoch 1632 | loss: 0.0311475 | val_loss: 0.0311566 | Time: 4841.75 ms
[2022-04-11 04:48:19 main:574] : INFO : Epoch 1633 | loss: 0.0311453 | val_loss: 0.031156 | Time: 4808.37 ms
[2022-04-11 04:48:24 main:574] : INFO : Epoch 1634 | loss: 0.0311446 | val_loss: 0.0311551 | Time: 4768.28 ms
[2022-04-11 04:48:29 main:574] : INFO : Epoch 1635 | loss: 0.0311445 | val_loss: 0.0311576 | Time: 4768.57 ms
[2022-04-11 04:48:34 main:574] : INFO : Epoch 1636 | loss: 0.0311441 | val_loss: 0.0311598 | Time: 4855.23 ms
[2022-04-11 04:48:39 main:574] : INFO : Epoch 1637 | loss: 0.0311422 | val_loss: 0.0311541 | Time: 4911.32 ms
[2022-04-11 04:48:43 main:574] : INFO : Epoch 1638 | loss: 0.0311419 | val_loss: 0.0311605 | Time: 4803.71 ms
[2022-04-11 04:48:48 main:574] : INFO : Epoch 1639 | loss: 0.0311491 | val_loss: 0.0311618 | Time: 4794.06 ms
[2022-04-11 04:48:53 main:574] : INFO : Epoch 1640 | loss: 0.0311498 | val_loss: 0.0311629 | Time: 4870.64 ms
[2022-04-11 04:48:58 main:574] : INFO : Epoch 1641 | loss: 0.0311496 | val_loss: 0.0311581 | Time: 4779.89 ms
[2022-04-11 04:49:02 main:574] : INFO : Epoch 1642 | loss: 0.0311481 | val_loss: 0.0311609 | Time: 4513.5 ms
[2022-04-11 04:49:07 main:574] : INFO : Epoch 1643 | loss: 0.0311484 | val_loss: 0.0311624 | Time: 4829.94 ms
[2022-04-11 04:49:12 main:574] : INFO : Epoch 1644 | loss: 0.031144 | val_loss: 0.031153 | Time: 4917.06 ms
[2022-04-11 04:49:17 main:574] : INFO : Epoch 1645 | loss: 0.0311402 | val_loss: 0.0311501 | Time: 4899.22 ms
[2022-04-11 04:49:22 main:574] : INFO : Epoch 1646 | loss: 0.0311389 | val_loss: 0.0311605 | Time: 4781.29 ms
[2022-04-11 04:49:27 main:574] : INFO : Epoch 1647 | loss: 0.0311631 | val_loss: 0.031166 | Time: 4969.84 ms
[2022-04-11 04:49:32 main:574] : INFO : Epoch 1648 | loss: 0.0311665 | val_loss: 0.0311649 | Time: 4804.3 ms
[2022-04-11 04:49:36 main:574] : INFO : Epoch 1649 | loss: 0.031165 | val_loss: 0.0311638 | Time: 4778.27 ms
[2022-04-11 04:49:41 main:574] : INFO : Epoch 1650 | loss: 0.0311633 | val_loss: 0.0311605 | Time: 4754.11 ms
[2022-04-11 04:49:46 main:574] : INFO : Epoch 1651 | loss: 0.0311574 | val_loss: 0.0311591 | Time: 4799.12 ms
[2022-04-11 04:49:51 main:574] : INFO : Epoch 1652 | loss: 0.0311555 | val_loss: 0.0311627 | Time: 4739.19 ms
[2022-04-11 04:49:56 main:574] : INFO : Epoch 1653 | loss: 0.0311662 | val_loss: 0.0311726 | Time: 4847.16 ms
[2022-04-11 04:50:00 main:574] : INFO : Epoch 1654 | loss: 0.0311655 | val_loss: 0.0311639 | Time: 4811 ms
[2022-04-11 04:50:05 main:574] : INFO : Epoch 1655 | loss: 0.0311626 | val_loss: 0.0311616 | Time: 4998.84 ms
[2022-04-11 04:50:10 main:574] : INFO : Epoch 1656 | loss: 0.0311591 | val_loss: 0.0311605 | Time: 4941.87 ms
[2022-04-11 04:50:16 main:574] : INFO : Epoch 1657 | loss: 0.0311582 | val_loss: 0.0311576 | Time: 5258.05 ms
[2022-04-11 04:50:21 main:574] : INFO : Epoch 1658 | loss: 0.0311597 | val_loss: 0.03116 | Time: 5251.02 ms
[2022-04-11 04:50:26 main:574] : INFO : Epoch 1659 | loss: 0.0311615 | val_loss: 0.0311611 | Time: 4988.43 ms
[2022-04-11 04:50:31 main:574] : INFO : Epoch 1660 | loss: 0.0311629 | val_loss: 0.031163 | Time: 4920.48 ms
[2022-04-11 04:50:36 main:574] : INFO : Epoch 1661 | loss: 0.0311602 | val_loss: 0.031161 | Time: 4810.3 ms
[2022-04-11 04:50:40 main:574] : INFO : Epoch 1662 | loss: 0.0311579 | val_loss: 0.0311633 | Time: 4745.56 ms
[2022-04-11 04:50:45 main:574] : INFO : Epoch 1663 | loss: 0.031156 | val_loss: 0.0311595 | Time: 4818.01 ms
[2022-04-11 04:50:50 main:574] : INFO : Epoch 1664 | loss: 0.0311564 | val_loss: 0.0311603 | Time: 4808.42 ms
[2022-04-11 04:50:55 main:574] : INFO : Epoch 1665 | loss: 0.0311585 | val_loss: 0.0311632 | Time: 4791.23 ms
[2022-04-11 04:51:00 main:574] : INFO : Epoch 1666 | loss: 0.0311579 | val_loss: 0.0311603 | Time: 4993.44 ms
[2022-04-11 04:51:04 main:574] : INFO : Epoch 1667 | loss: 0.0311594 | val_loss: 0.0311607 | Time: 4731.17 ms
[2022-04-11 04:51:09 main:574] : INFO : Epoch 1668 | loss: 0.0311613 | val_loss: 0.0311613 | Time: 4785.4 ms
[2022-04-11 04:51:14 main:574] : INFO : Epoch 1669 | loss: 0.0311612 | val_loss: 0.0311632 | Time: 4755.54 ms
[2022-04-11 04:51:19 main:574] : INFO : Epoch 1670 | loss: 0.03116 | val_loss: 0.0311614 | Time: 4824.9 ms
[2022-04-11 04:51:24 main:574] : INFO : Epoch 1671 | loss: 0.031157 | val_loss: 0.0311648 | Time: 4799.99 ms
[2022-04-11 04:51:28 main:574] : INFO : Epoch 1672 | loss: 0.031158 | val_loss: 0.0311684 | Time: 4777.98 ms
[2022-04-11 04:51:33 main:574] : INFO : Epoch 1673 | loss: 0.0311585 | val_loss: 0.0311621 | Time: 4790.19 ms
[2022-04-11 04:51:38 main:574] : INFO : Epoch 1674 | loss: 0.0311551 | val_loss: 0.0311597 | Time: 4774.77 ms
[2022-04-11 04:51:43 main:574] : INFO : Epoch 1675 | loss: 0.0311536 | val_loss: 0.0311555 | Time: 5018.39 ms
[2022-04-11 04:51:48 main:574] : INFO : Epoch 1676 | loss: 0.0311504 | val_loss: 0.0311583 | Time: 5065.35 ms
[2022-04-11 04:51:53 main:574] : INFO : Epoch 1677 | loss: 0.0311508 | val_loss: 0.0311561 | Time: 4782.18 ms
[2022-04-11 04:51:58 main:574] : INFO : Epoch 1678 | loss: 0.0311492 | val_loss: 0.0311567 | Time: 4782.03 ms
[2022-04-11 04:52:02 main:574] : INFO : Epoch 1679 | loss: 0.0311492 | val_loss: 0.0311563 | Time: 4736.98 ms
[2022-04-11 04:52:07 main:574] : INFO : Epoch 1680 | loss: 0.0311491 | val_loss: 0.0311575 | Time: 4766.94 ms
[2022-04-11 04:52:12 main:574] : INFO : Epoch 1681 | loss: 0.0311491 | val_loss: 0.0311592 | Time: 4788.7 ms
[2022-04-11 04:52:17 main:574] : INFO : Epoch 1682 | loss: 0.03115 | val_loss: 0.0311588 | Time: 4917.46 ms
[2022-04-11 04:52:22 main:574] : INFO : Epoch 1683 | loss: 0.0311481 | val_loss: 0.0311573 | Time: 4795.94 ms
[2022-04-11 04:52:27 main:574] : INFO : Epoch 1684 | loss: 0.0311476 | val_loss: 0.0311586 | Time: 4802.76 ms
[2022-04-11 04:52:31 main:574] : INFO : Epoch 1685 | loss: 0.0311528 | val_loss: 0.0311619 | Time: 4773.98 ms
[2022-04-11 04:52:37 main:574] : INFO : Epoch 1686 | loss: 0.031153 | val_loss: 0.0311568 | Time: 5238.97 ms
[2022-04-11 04:52:41 main:574] : INFO : Epoch 1687 | loss: 0.0311509 | val_loss: 0.031158 | Time: 4834.95 ms
[2022-04-11 04:52:46 main:574] : INFO : Epoch 1688 | loss: 0.0311512 | val_loss: 0.0311552 | Time: 4795.85 ms
[2022-04-11 04:52:51 main:574] : INFO : Epoch 1689 | loss: 0.0311497 | val_loss: 0.031154 | Time: 4767.12 ms
[2022-04-11 04:52:56 main:574] : INFO : Epoch 1690 | loss: 0.0311504 | val_loss: 0.0311595 | Time: 4786.84 ms
[2022-04-11 04:53:01 main:574] : INFO : Epoch 1691 | loss: 0.0311513 | val_loss: 0.0311561 | Time: 4778.02 ms
[2022-04-11 04:53:05 main:574] : INFO : Epoch 1692 | loss: 0.0311501 | val_loss: 0.0311567 | Time: 4747.48 ms
[2022-04-11 04:53:10 main:574] : INFO : Epoch 1693 | loss: 0.0311492 | val_loss: 0.031155 | Time: 4687.81 ms
[2022-04-11 04:53:15 main:574] : INFO : Epoch 1694 | loss: 0.0311485 | val_loss: 0.0311539 | Time: 4751.63 ms
[2022-04-11 04:53:20 main:574] : INFO : Epoch 1695 | loss: 0.0311495 | val_loss: 0.0311576 | Time: 4776.73 ms
[2022-04-11 04:53:24 main:574] : INFO : Epoch 1696 | loss: 0.0311499 | val_loss: 0.031158 | Time: 4709.31 ms
[2022-04-11 04:53:29 main:574] : INFO : Epoch 1697 | loss: 0.0311499 | val_loss: 0.0311582 | Time: 4740.91 ms
[2022-04-11 04:53:34 main:574] : INFO : Epoch 1698 | loss: 0.0311494 | val_loss: 0.0311531 | Time: 4735.67 ms
[2022-04-11 04:53:38 main:574] : INFO : Epoch 1699 | loss: 0.0311474 | val_loss: 0.0311533 | Time: 4697 ms
[2022-04-11 04:53:43 main:574] : INFO : Epoch 1700 | loss: 0.0311482 | val_loss: 0.0311516 | Time: 4746.16 ms
[2022-04-11 04:53:48 main:574] : INFO : Epoch 1701 | loss: 0.0311461 | val_loss: 0.0311521 | Time: 4746.72 ms
[2022-04-11 04:53:53 main:574] : INFO : Epoch 1702 | loss: 0.0311457 | val_loss: 0.031151 | Time: 4747.19 ms
[2022-04-11 04:53:57 main:574] : INFO : Epoch 1703 | loss: 0.0311457 | val_loss: 0.0311524 | Time: 4734.6 ms
[2022-04-11 04:54:02 main:574] : INFO : Epoch 1704 | loss: 0.0311447 | val_loss: 0.0311548 | Time: 4843.18 ms
[2022-04-11 04:54:07 main:574] : INFO : Epoch 1705 | loss: 0.0311455 | val_loss: 0.0311513 | Time: 4782.08 ms
[2022-04-11 04:54:12 main:574] : INFO : Epoch 1706 | loss: 0.031144 | val_loss: 0.0311533 | Time: 5030.75 ms
[2022-04-11 04:54:17 main:574] : INFO : Epoch 1707 | loss: 0.0311429 | val_loss: 0.0311516 | Time: 4711.06 ms
[2022-04-11 04:54:22 main:574] : INFO : Epoch 1708 | loss: 0.0311421 | val_loss: 0.0311508 | Time: 4795.28 ms
[2022-04-11 04:54:27 main:574] : INFO : Epoch 1709 | loss: 0.0311416 | val_loss: 0.0311531 | Time: 4880.39 ms
[2022-04-11 04:54:31 main:574] : INFO : Epoch 1710 | loss: 0.0311425 | val_loss: 0.0311523 | Time: 4757.25 ms
[2022-04-11 04:54:36 main:574] : INFO : Epoch 1711 | loss: 0.0311488 | val_loss: 0.0311542 | Time: 4725.06 ms
[2022-04-11 04:54:41 main:574] : INFO : Epoch 1712 | loss: 0.0311485 | val_loss: 0.0311623 | Time: 4824.56 ms
[2022-04-11 04:54:46 main:574] : INFO : Epoch 1713 | loss: 0.0311527 | val_loss: 0.0311668 | Time: 4705.88 ms
[2022-04-11 04:54:50 main:574] : INFO : Epoch 1714 | loss: 0.0312022 | val_loss: 0.0315983 | Time: 4701.02 ms
[2022-04-11 04:54:55 main:574] : INFO : Epoch 1715 | loss: 0.062816 | val_loss: 0.0606191 | Time: 4700.15 ms
[2022-04-11 04:55:00 main:574] : INFO : Epoch 1716 | loss: 0.0360208 | val_loss: 0.0320497 | Time: 4762.53 ms
[2022-04-11 04:55:05 main:574] : INFO : Epoch 1717 | loss: 0.0317562 | val_loss: 0.0313394 | Time: 4782.18 ms
[2022-04-11 04:55:09 main:574] : INFO : Epoch 1718 | loss: 0.0313269 | val_loss: 0.0312486 | Time: 4817.61 ms
[2022-04-11 04:55:14 main:574] : INFO : Epoch 1719 | loss: 0.0312419 | val_loss: 0.0312327 | Time: 4786.53 ms
[2022-04-11 04:55:19 main:574] : INFO : Epoch 1720 | loss: 0.0312263 | val_loss: 0.0312215 | Time: 4731.33 ms
[2022-04-11 04:55:24 main:574] : INFO : Epoch 1721 | loss: 0.0312186 | val_loss: 0.0312175 | Time: 4862.94 ms
[2022-04-11 04:55:30 main:574] : INFO : Epoch 1722 | loss: 0.0312134 | val_loss: 0.031213 | Time: 6015.41 ms
[2022-04-11 04:55:35 main:574] : INFO : Epoch 1723 | loss: 0.03121 | val_loss: 0.0312104 | Time: 4802.19 ms
[2022-04-11 04:55:40 main:574] : INFO : Epoch 1724 | loss: 0.0312073 | val_loss: 0.0312084 | Time: 5001.12 ms
[2022-04-11 04:55:44 main:574] : INFO : Epoch 1725 | loss: 0.0312051 | val_loss: 0.031207 | Time: 4845.23 ms
[2022-04-11 04:55:49 main:574] : INFO : Epoch 1726 | loss: 0.0312037 | val_loss: 0.0312059 | Time: 4778.25 ms
[2022-04-11 04:55:54 main:574] : INFO : Epoch 1727 | loss: 0.0312062 | val_loss: 0.0312079 | Time: 4799.05 ms
[2022-04-11 04:55:59 main:574] : INFO : Epoch 1728 | loss: 0.0312062 | val_loss: 0.0312072 | Time: 4702.78 ms
[2022-04-11 04:56:04 main:574] : INFO : Epoch 1729 | loss: 0.0312051 | val_loss: 0.0312056 | Time: 4779.73 ms
[2022-04-11 04:56:08 main:574] : INFO : Epoch 1730 | loss: 0.0312014 | val_loss: 0.0311996 | Time: 4716.59 ms
[2022-04-11 04:56:13 main:574] : INFO : Epoch 1731 | loss: 0.0311978 | val_loss: 0.0311975 | Time: 4840.95 ms
[2022-04-11 04:56:18 main:574] : INFO : Epoch 1732 | loss: 0.031197 | val_loss: 0.0311988 | Time: 4770.38 ms
[2022-04-11 04:56:23 main:574] : INFO : Epoch 1733 | loss: 0.0311971 | val_loss: 0.0311968 | Time: 4804.49 ms
[2022-04-11 04:56:28 main:574] : INFO : Epoch 1734 | loss: 0.0311951 | val_loss: 0.0311936 | Time: 4888.81 ms
[2022-04-11 04:56:32 main:574] : INFO : Epoch 1735 | loss: 0.0311936 | val_loss: 0.0311931 | Time: 4718.4 ms
[2022-04-11 04:56:37 main:574] : INFO : Epoch 1736 | loss: 0.0311937 | val_loss: 0.031195 | Time: 5004.97 ms
[2022-04-11 04:56:42 main:574] : INFO : Epoch 1737 | loss: 0.0311942 | val_loss: 0.0311957 | Time: 4829.05 ms
[2022-04-11 04:56:47 main:574] : INFO : Epoch 1738 | loss: 0.0311939 | val_loss: 0.0311951 | Time: 4913.28 ms
[2022-04-11 04:56:52 main:574] : INFO : Epoch 1739 | loss: 0.0311935 | val_loss: 0.0311945 | Time: 4787.6 ms
[2022-04-11 04:56:57 main:574] : INFO : Epoch 1740 | loss: 0.0311927 | val_loss: 0.0311936 | Time: 4733.17 ms
[2022-04-11 04:57:02 main:574] : INFO : Epoch 1741 | loss: 0.0311923 | val_loss: 0.0311939 | Time: 5096.38 ms
[2022-04-11 04:57:07 main:574] : INFO : Epoch 1742 | loss: 0.0311925 | val_loss: 0.031194 | Time: 5206.1 ms
[2022-04-11 04:57:12 main:574] : INFO : Epoch 1743 | loss: 0.0311919 | val_loss: 0.0311938 | Time: 5140.07 ms
[2022-04-11 04:57:17 main:574] : INFO : Epoch 1744 | loss: 0.0311917 | val_loss: 0.0311938 | Time: 4880.87 ms
[2022-04-11 04:57:22 main:574] : INFO : Epoch 1745 | loss: 0.0311915 | val_loss: 0.0311935 | Time: 4772.07 ms
[2022-04-11 04:57:27 main:574] : INFO : Epoch 1746 | loss: 0.0311914 | val_loss: 0.0311927 | Time: 4796.11 ms
[2022-04-11 04:57:31 main:574] : INFO : Epoch 1747 | loss: 0.031191 | val_loss: 0.0311924 | Time: 4883.72 ms
[2022-04-11 04:57:37 main:574] : INFO : Epoch 1748 | loss: 0.0311908 | val_loss: 0.0311927 | Time: 5216.61 ms
[2022-04-11 04:57:41 main:574] : INFO : Epoch 1749 | loss: 0.0311906 | val_loss: 0.0311933 | Time: 4811.88 ms
[2022-04-11 04:57:46 main:574] : INFO : Epoch 1750 | loss: 0.0311905 | val_loss: 0.0311924 | Time: 4840.74 ms
[2022-04-11 04:57:52 main:574] : INFO : Epoch 1751 | loss: 0.0311901 | val_loss: 0.0311926 | Time: 5240.35 ms
[2022-04-11 04:57:57 main:574] : INFO : Epoch 1752 | loss: 0.0311902 | val_loss: 0.0311925 | Time: 5209.96 ms
[2022-04-11 04:58:02 main:574] : INFO : Epoch 1753 | loss: 0.0311899 | val_loss: 0.0311919 | Time: 5288.83 ms
[2022-04-11 04:58:07 main:574] : INFO : Epoch 1754 | loss: 0.0311899 | val_loss: 0.0311922 | Time: 5272.39 ms
[2022-04-11 04:58:12 main:574] : INFO : Epoch 1755 | loss: 0.0311897 | val_loss: 0.0311924 | Time: 4821.66 ms
[2022-04-11 04:58:17 main:574] : INFO : Epoch 1756 | loss: 0.0311895 | val_loss: 0.0311928 | Time: 4756.41 ms
[2022-04-11 04:58:22 main:574] : INFO : Epoch 1757 | loss: 0.0311893 | val_loss: 0.0311924 | Time: 4735.67 ms
[2022-04-11 04:58:26 main:574] : INFO : Epoch 1758 | loss: 0.0311893 | val_loss: 0.0311927 | Time: 4709.79 ms
[2022-04-11 04:58:31 main:574] : INFO : Epoch 1759 | loss: 0.0311894 | val_loss: 0.0311927 | Time: 4686.3 ms
[2022-04-11 04:58:36 main:574] : INFO : Epoch 1760 | loss: 0.0311891 | val_loss: 0.031192 | Time: 4714.16 ms
[2022-04-11 04:58:40 main:574] : INFO : Epoch 1761 | loss: 0.0311887 | val_loss: 0.031191 | Time: 4720.48 ms
[2022-04-11 04:58:45 main:574] : INFO : Epoch 1762 | loss: 0.0311887 | val_loss: 0.0311912 | Time: 4707.36 ms
[2022-04-11 04:58:50 main:574] : INFO : Epoch 1763 | loss: 0.0311884 | val_loss: 0.0311905 | Time: 4746.95 ms
[2022-04-11 04:58:55 main:574] : INFO : Epoch 1764 | loss: 0.0311882 | val_loss: 0.0311904 | Time: 4745.83 ms
[2022-04-11 04:59:00 main:574] : INFO : Epoch 1765 | loss: 0.031188 | val_loss: 0.031191 | Time: 4838.34 ms
[2022-04-11 04:59:04 main:574] : INFO : Epoch 1766 | loss: 0.0311881 | val_loss: 0.0311904 | Time: 4755.77 ms
[2022-04-11 04:59:09 main:574] : INFO : Epoch 1767 | loss: 0.0311878 | val_loss: 0.0311896 | Time: 4873.68 ms
[2022-04-11 04:59:14 main:574] : INFO : Epoch 1768 | loss: 0.0311878 | val_loss: 0.0311898 | Time: 4770.5 ms
[2022-04-11 04:59:19 main:574] : INFO : Epoch 1769 | loss: 0.0311877 | val_loss: 0.0311896 | Time: 4719.62 ms
[2022-04-11 04:59:23 main:574] : INFO : Epoch 1770 | loss: 0.0311875 | val_loss: 0.0311894 | Time: 4762.03 ms
[2022-04-11 04:59:28 main:574] : INFO : Epoch 1771 | loss: 0.0311875 | val_loss: 0.0311899 | Time: 4781.9 ms
[2022-04-11 04:59:33 main:574] : INFO : Epoch 1772 | loss: 0.0311872 | val_loss: 0.0311896 | Time: 4696.72 ms
[2022-04-11 04:59:38 main:574] : INFO : Epoch 1773 | loss: 0.0311871 | val_loss: 0.031189 | Time: 4735.59 ms
[2022-04-11 04:59:42 main:574] : INFO : Epoch 1774 | loss: 0.0311868 | val_loss: 0.0311895 | Time: 4748.57 ms
[2022-04-11 04:59:47 main:574] : INFO : Epoch 1775 | loss: 0.0311866 | val_loss: 0.0311899 | Time: 4764.65 ms
[2022-04-11 04:59:52 main:574] : INFO : Epoch 1776 | loss: 0.0311867 | val_loss: 0.0311896 | Time: 4750.42 ms
[2022-04-11 04:59:57 main:574] : INFO : Epoch 1777 | loss: 0.0311868 | val_loss: 0.0311895 | Time: 4774.6 ms
[2022-04-11 05:00:02 main:574] : INFO : Epoch 1778 | loss: 0.0311872 | val_loss: 0.0311881 | Time: 4758.04 ms
[2022-04-11 05:00:07 main:574] : INFO : Epoch 1779 | loss: 0.0311866 | val_loss: 0.0311877 | Time: 5046.53 ms
[2022-04-11 05:00:11 main:574] : INFO : Epoch 1780 | loss: 0.0311861 | val_loss: 0.031188 | Time: 4844.31 ms
[2022-04-11 05:00:16 main:574] : INFO : Epoch 1781 | loss: 0.0311859 | val_loss: 0.0311877 | Time: 4854.58 ms
[2022-04-11 05:00:21 main:574] : INFO : Epoch 1782 | loss: 0.0311856 | val_loss: 0.0311881 | Time: 4913.27 ms
[2022-04-11 05:00:26 main:574] : INFO : Epoch 1783 | loss: 0.0311852 | val_loss: 0.0311878 | Time: 4848.26 ms
[2022-04-11 05:00:31 main:574] : INFO : Epoch 1784 | loss: 0.031185 | val_loss: 0.0311879 | Time: 4905.69 ms
[2022-04-11 05:00:36 main:574] : INFO : Epoch 1785 | loss: 0.0311849 | val_loss: 0.031187 | Time: 4784.04 ms
[2022-04-11 05:00:41 main:574] : INFO : Epoch 1786 | loss: 0.0311847 | val_loss: 0.0311872 | Time: 4800.21 ms
[2022-04-11 05:00:45 main:574] : INFO : Epoch 1787 | loss: 0.0311845 | val_loss: 0.0311875 | Time: 4782.76 ms
[2022-04-11 05:00:50 main:574] : INFO : Epoch 1788 | loss: 0.0311844 | val_loss: 0.0311874 | Time: 4728.01 ms
[2022-04-11 05:00:55 main:574] : INFO : Epoch 1789 | loss: 0.0311841 | val_loss: 0.0311874 | Time: 4834.26 ms
[2022-04-11 05:01:00 main:574] : INFO : Epoch 1790 | loss: 0.0311841 | val_loss: 0.0311872 | Time: 4978.52 ms
[2022-04-11 05:01:05 main:574] : INFO : Epoch 1791 | loss: 0.0311842 | val_loss: 0.0311874 | Time: 4895.45 ms
[2022-04-11 05:01:10 main:574] : INFO : Epoch 1792 | loss: 0.031184 | val_loss: 0.0311872 | Time: 4752.82 ms
[2022-04-11 05:01:14 main:574] : INFO : Epoch 1793 | loss: 0.0311836 | val_loss: 0.0311868 | Time: 4777.94 ms
[2022-04-11 05:01:19 main:574] : INFO : Epoch 1794 | loss: 0.0311832 | val_loss: 0.0311868 | Time: 4696.46 ms
[2022-04-11 05:01:24 main:574] : INFO : Epoch 1795 | loss: 0.0311831 | val_loss: 0.0311869 | Time: 4775.64 ms
[2022-04-11 05:01:29 main:574] : INFO : Epoch 1796 | loss: 0.0311831 | val_loss: 0.0311874 | Time: 4763.48 ms
[2022-04-11 05:01:33 main:574] : INFO : Epoch 1797 | loss: 0.0311827 | val_loss: 0.031187 | Time: 4773.84 ms
[2022-04-11 05:01:38 main:574] : INFO : Epoch 1798 | loss: 0.031183 | val_loss: 0.0311866 | Time: 4828.03 ms
[2022-04-11 05:01:43 main:574] : INFO : Epoch 1799 | loss: 0.0311825 | val_loss: 0.0311874 | Time: 4785.66 ms
[2022-04-11 05:01:48 main:574] : INFO : Epoch 1800 | loss: 0.0311825 | val_loss: 0.0311871 | Time: 4689.6 ms
[2022-04-11 05:01:52 main:574] : INFO : Epoch 1801 | loss: 0.0311825 | val_loss: 0.0311866 | Time: 4724.05 ms
[2022-04-11 05:01:57 main:574] : INFO : Epoch 1802 | loss: 0.0311826 | val_loss: 0.031187 | Time: 4775.85 ms
[2022-04-11 05:02:02 main:574] : INFO : Epoch 1803 | loss: 0.0311821 | val_loss: 0.0311872 | Time: 4778.78 ms
[2022-04-11 05:02:07 main:574] : INFO : Epoch 1804 | loss: 0.0311828 | val_loss: 0.0311871 | Time: 4867.37 ms
[2022-04-11 05:02:12 main:574] : INFO : Epoch 1805 | loss: 0.0311821 | val_loss: 0.0311866 | Time: 4771.23 ms
[2022-04-11 05:02:16 main:574] : INFO : Epoch 1806 | loss: 0.0311821 | val_loss: 0.0311871 | Time: 4763.38 ms
[2022-04-11 05:02:21 main:574] : INFO : Epoch 1807 | loss: 0.0311809 | val_loss: 0.0311858 | Time: 4810.8 ms
[2022-04-11 05:02:26 main:574] : INFO : Epoch 1808 | loss: 0.0311801 | val_loss: 0.0311853 | Time: 4775.67 ms
[2022-04-11 05:02:31 main:574] : INFO : Epoch 1809 | loss: 0.0311799 | val_loss: 0.0311847 | Time: 4736.82 ms
[2022-04-11 05:02:36 main:574] : INFO : Epoch 1810 | loss: 0.031179 | val_loss: 0.0311839 | Time: 4787.98 ms
[2022-04-11 05:02:40 main:574] : INFO : Epoch 1811 | loss: 0.0311774 | val_loss: 0.0311834 | Time: 4824.55 ms
[2022-04-11 05:02:45 main:574] : INFO : Epoch 1812 | loss: 0.0311772 | val_loss: 0.031184 | Time: 4764.5 ms
[2022-04-11 05:02:50 main:574] : INFO : Epoch 1813 | loss: 0.031177 | val_loss: 0.0311837 | Time: 4748 ms
[2022-04-11 05:02:55 main:574] : INFO : Epoch 1814 | loss: 0.0311765 | val_loss: 0.0311844 | Time: 4805.79 ms
[2022-04-11 05:02:59 main:574] : INFO : Epoch 1815 | loss: 0.0311781 | val_loss: 0.0311851 | Time: 4730.92 ms
[2022-04-11 05:03:04 main:574] : INFO : Epoch 1816 | loss: 0.0311772 | val_loss: 0.0311834 | Time: 4761.62 ms
[2022-04-11 05:03:09 main:574] : INFO : Epoch 1817 | loss: 0.0311757 | val_loss: 0.0311844 | Time: 4756.08 ms
[2022-04-11 05:03:14 main:574] : INFO : Epoch 1818 | loss: 0.0311759 | val_loss: 0.0311833 | Time: 4891.47 ms
[2022-04-11 05:03:19 main:574] : INFO : Epoch 1819 | loss: 0.0311755 | val_loss: 0.0311836 | Time: 4922.87 ms
[2022-04-11 05:03:24 main:574] : INFO : Epoch 1820 | loss: 0.0311754 | val_loss: 0.0311848 | Time: 4754.91 ms
[2022-04-11 05:03:28 main:574] : INFO : Epoch 1821 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 4743.36 ms
[2022-04-11 05:03:33 main:574] : INFO : Epoch 1822 | loss: 0.031176 | val_loss: 0.0311796 | Time: 4785.54 ms
[2022-04-11 05:03:38 main:574] : INFO : Epoch 1823 | loss: 0.0311767 | val_loss: 0.0311808 | Time: 4735.57 ms
[2022-04-11 05:03:43 main:574] : INFO : Epoch 1824 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 4755.97 ms
[2022-04-11 05:03:47 main:574] : INFO : Epoch 1825 | loss: 0.0311743 | val_loss: 0.0311785 | Time: 4889.12 ms
[2022-04-11 05:03:52 main:574] : INFO : Epoch 1826 | loss: 0.0311737 | val_loss: 0.031177 | Time: 4745.75 ms
[2022-04-11 05:03:57 main:574] : INFO : Epoch 1827 | loss: 0.0311731 | val_loss: 0.0311779 | Time: 4699.1 ms
[2022-04-11 05:04:02 main:574] : INFO : Epoch 1828 | loss: 0.0311729 | val_loss: 0.0311775 | Time: 4865.18 ms
[2022-04-11 05:04:07 main:574] : INFO : Epoch 1829 | loss: 0.0311725 | val_loss: 0.031179 | Time: 4765.07 ms
[2022-04-11 05:04:11 main:574] : INFO : Epoch 1830 | loss: 0.0311723 | val_loss: 0.0311782 | Time: 4781.35 ms
[2022-04-11 05:04:16 main:574] : INFO : Epoch 1831 | loss: 0.0311715 | val_loss: 0.0311785 | Time: 4777.07 ms
[2022-04-11 05:04:21 main:574] : INFO : Epoch 1832 | loss: 0.0311713 | val_loss: 0.0311785 | Time: 4772.89 ms
[2022-04-11 05:04:26 main:574] : INFO : Epoch 1833 | loss: 0.0311711 | val_loss: 0.0311782 | Time: 4714.08 ms
[2022-04-11 05:04:30 main:574] : INFO : Epoch 1834 | loss: 0.0311705 | val_loss: 0.0311781 | Time: 4728.21 ms
[2022-04-11 05:04:35 main:574] : INFO : Epoch 1835 | loss: 0.0311709 | val_loss: 0.031178 | Time: 4798.04 ms
[2022-04-11 05:04:40 main:574] : INFO : Epoch 1836 | loss: 0.0311705 | val_loss: 0.0311776 | Time: 4790.47 ms
[2022-04-11 05:04:45 main:574] : INFO : Epoch 1837 | loss: 0.0311701 | val_loss: 0.0311778 | Time: 4789.64 ms
[2022-04-11 05:04:50 main:574] : INFO : Epoch 1838 | loss: 0.0311726 | val_loss: 0.0311778 | Time: 4773.62 ms
[2022-04-11 05:04:54 main:574] : INFO : Epoch 1839 | loss: 0.0311736 | val_loss: 0.0311778 | Time: 4755.91 ms
[2022-04-11 05:04:59 main:574] : INFO : Epoch 1840 | loss: 0.0311732 | val_loss: 0.0311769 | Time: 4728.36 ms
[2022-04-11 05:05:04 main:574] : INFO : Epoch 1841 | loss: 0.0311729 | val_loss: 0.0311769 | Time: 4730.12 ms
[2022-04-11 05:05:09 main:574] : INFO : Epoch 1842 | loss: 0.0311722 | val_loss: 0.0311768 | Time: 4871.58 ms
[2022-04-11 05:05:13 main:574] : INFO : Epoch 1843 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 4548.95 ms
[2022-04-11 05:05:18 main:574] : INFO : Epoch 1844 | loss: 0.0311715 | val_loss: 0.0311766 | Time: 4812.18 ms
[2022-04-11 05:05:23 main:574] : INFO : Epoch 1845 | loss: 0.031171 | val_loss: 0.0311757 | Time: 4802.06 ms
[2022-04-11 05:05:28 main:574] : INFO : Epoch 1846 | loss: 0.0311711 | val_loss: 0.0311763 | Time: 4910.15 ms
[2022-04-11 05:05:33 main:574] : INFO : Epoch 1847 | loss: 0.0311712 | val_loss: 0.031175 | Time: 4760.93 ms
[2022-04-11 05:05:37 main:574] : INFO : Epoch 1848 | loss: 0.0311702 | val_loss: 0.0311753 | Time: 4721.25 ms
[2022-04-11 05:05:42 main:574] : INFO : Epoch 1849 | loss: 0.031171 | val_loss: 0.0311748 | Time: 4829.74 ms
[2022-04-11 05:05:47 main:574] : INFO : Epoch 1850 | loss: 0.0311703 | val_loss: 0.0311754 | Time: 4820.79 ms
[2022-04-11 05:05:52 main:574] : INFO : Epoch 1851 | loss: 0.0311702 | val_loss: 0.0311757 | Time: 5189.69 ms
[2022-04-11 05:05:57 main:574] : INFO : Epoch 1852 | loss: 0.0311698 | val_loss: 0.0311756 | Time: 4745.73 ms
[2022-04-11 05:06:02 main:574] : INFO : Epoch 1853 | loss: 0.0311694 | val_loss: 0.0311758 | Time: 4894.41 ms
[2022-04-11 05:06:07 main:574] : INFO : Epoch 1854 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 4762.33 ms
[2022-04-11 05:06:11 main:574] : INFO : Epoch 1855 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 4711.75 ms
[2022-04-11 05:06:16 main:574] : INFO : Epoch 1856 | loss: 0.0311689 | val_loss: 0.031176 | Time: 4730.93 ms
[2022-04-11 05:06:21 main:574] : INFO : Epoch 1857 | loss: 0.0311686 | val_loss: 0.0311746 | Time: 4756.05 ms
[2022-04-11 05:06:26 main:574] : INFO : Epoch 1858 | loss: 0.0311687 | val_loss: 0.0311745 | Time: 4734.45 ms
[2022-04-11 05:06:30 main:574] : INFO : Epoch 1859 | loss: 0.0311685 | val_loss: 0.0311743 | Time: 4770.8 ms
[2022-04-11 05:06:35 main:574] : INFO : Epoch 1860 | loss: 0.0311681 | val_loss: 0.0311745 | Time: 4743.22 ms
[2022-04-11 05:06:40 main:574] : INFO : Epoch 1861 | loss: 0.0311684 | val_loss: 0.0311744 | Time: 4706.54 ms
[2022-04-11 05:06:45 main:574] : INFO : Epoch 1862 | loss: 0.031168 | val_loss: 0.0311739 | Time: 4759.87 ms
[2022-04-11 05:06:49 main:574] : INFO : Epoch 1863 | loss: 0.0311676 | val_loss: 0.0311736 | Time: 4790.85 ms
[2022-04-11 05:06:54 main:574] : INFO : Epoch 1864 | loss: 0.0311676 | val_loss: 0.0311729 | Time: 4925.11 ms
[2022-04-11 05:06:59 main:574] : INFO : Epoch 1865 | loss: 0.0311672 | val_loss: 0.0311723 | Time: 4752.67 ms
[2022-04-11 05:07:04 main:574] : INFO : Epoch 1866 | loss: 0.0311693 | val_loss: 0.0311715 | Time: 4715.2 ms
[2022-04-11 05:07:08 main:574] : INFO : Epoch 1867 | loss: 0.0311685 | val_loss: 0.0311719 | Time: 4753.32 ms
[2022-04-11 05:07:13 main:574] : INFO : Epoch 1868 | loss: 0.0311685 | val_loss: 0.0311724 | Time: 4734.19 ms
[2022-04-11 05:07:18 main:574] : INFO : Epoch 1869 | loss: 0.0311672 | val_loss: 0.0311723 | Time: 4735.69 ms
[2022-04-11 05:07:23 main:574] : INFO : Epoch 1870 | loss: 0.0311664 | val_loss: 0.0311709 | Time: 4750.65 ms
[2022-04-11 05:07:27 main:574] : INFO : Epoch 1871 | loss: 0.0311663 | val_loss: 0.0311715 | Time: 4769.58 ms
[2022-04-11 05:07:32 main:574] : INFO : Epoch 1872 | loss: 0.0311663 | val_loss: 0.0311706 | Time: 4881.54 ms
[2022-04-11 05:07:37 main:574] : INFO : Epoch 1873 | loss: 0.0311663 | val_loss: 0.0311716 | Time: 4779.73 ms
[2022-04-11 05:07:42 main:574] : INFO : Epoch 1874 | loss: 0.0311655 | val_loss: 0.0311713 | Time: 4719.06 ms
[2022-04-11 05:07:47 main:574] : INFO : Epoch 1875 | loss: 0.0311656 | val_loss: 0.0311709 | Time: 4740.18 ms
[2022-04-11 05:07:51 main:574] : INFO : Epoch 1876 | loss: 0.0311645 | val_loss: 0.0311701 | Time: 4785.6 ms
[2022-04-11 05:07:56 main:574] : INFO : Epoch 1877 | loss: 0.031165 | val_loss: 0.0311716 | Time: 4765.93 ms
[2022-04-11 05:08:01 main:574] : INFO : Epoch 1878 | loss: 0.0311647 | val_loss: 0.0311716 | Time: 4749.25 ms
[2022-04-11 05:08:06 main:574] : INFO : Epoch 1879 | loss: 0.031165 | val_loss: 0.0311701 | Time: 4820.31 ms
[2022-04-11 05:08:11 main:574] : INFO : Epoch 1880 | loss: 0.0311645 | val_loss: 0.0311695 | Time: 4722.84 ms
[2022-04-11 05:08:15 main:574] : INFO : Epoch 1881 | loss: 0.031164 | val_loss: 0.03117 | Time: 4704.26 ms
[2022-04-11 05:08:20 main:574] : INFO : Epoch 1882 | loss: 0.0311639 | val_loss: 0.0311703 | Time: 4849.62 ms
[2022-04-11 05:08:25 main:574] : INFO : Epoch 1883 | loss: 0.0311641 | val_loss: 0.0311707 | Time: 4787.54 ms
[2022-04-11 05:08:30 main:574] : INFO : Epoch 1884 | loss: 0.0311639 | val_loss: 0.0311709 | Time: 4764.79 ms
[2022-04-11 05:08:34 main:574] : INFO : Epoch 1885 | loss: 0.0311633 | val_loss: 0.0311703 | Time: 4774.36 ms
[2022-04-11 05:08:39 main:574] : INFO : Epoch 1886 | loss: 0.0311646 | val_loss: 0.0311689 | Time: 4748.29 ms
[2022-04-11 05:08:44 main:574] : INFO : Epoch 1887 | loss: 0.0311648 | val_loss: 0.0311698 | Time: 4779.76 ms
[2022-04-11 05:08:49 main:574] : INFO : Epoch 1888 | loss: 0.0311641 | val_loss: 0.0311697 | Time: 4740.84 ms
[2022-04-11 05:08:53 main:574] : INFO : Epoch 1889 | loss: 0.0311636 | val_loss: 0.0311694 | Time: 4776.26 ms
[2022-04-11 05:08:58 main:574] : INFO : Epoch 1890 | loss: 0.0311636 | val_loss: 0.0311685 | Time: 4764.45 ms
[2022-04-11 05:09:03 main:574] : INFO : Epoch 1891 | loss: 0.0311627 | val_loss: 0.0311694 | Time: 4744.29 ms
[2022-04-11 05:09:08 main:574] : INFO : Epoch 1892 | loss: 0.0311632 | val_loss: 0.031169 | Time: 4738.1 ms
[2022-04-11 05:09:12 main:574] : INFO : Epoch 1893 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 4742.29 ms
[2022-04-11 05:09:17 main:574] : INFO : Epoch 1894 | loss: 0.0311623 | val_loss: 0.0311685 | Time: 4738.17 ms
[2022-04-11 05:09:22 main:574] : INFO : Epoch 1895 | loss: 0.0311618 | val_loss: 0.0311692 | Time: 4839.01 ms
[2022-04-11 05:09:27 main:574] : INFO : Epoch 1896 | loss: 0.0311618 | val_loss: 0.0311698 | Time: 4793.42 ms
[2022-04-11 05:09:32 main:574] : INFO : Epoch 1897 | loss: 0.0311616 | val_loss: 0.0311677 | Time: 4769.55 ms
[2022-04-11 05:09:36 main:574] : INFO : Epoch 1898 | loss: 0.0311627 | val_loss: 0.0311712 | Time: 4757.9 ms
[2022-04-11 05:09:41 main:574] : INFO : Epoch 1899 | loss: 0.031162 | val_loss: 0.0311699 | Time: 4817.67 ms
[2022-04-11 05:09:46 main:574] : INFO : Epoch 1900 | loss: 0.0311624 | val_loss: 0.0311685 | Time: 4709.11 ms
[2022-04-11 05:09:51 main:574] : INFO : Epoch 1901 | loss: 0.0311616 | val_loss: 0.0311683 | Time: 4700.43 ms
[2022-04-11 05:09:56 main:574] : INFO : Epoch 1902 | loss: 0.0311609 | val_loss: 0.0311677 | Time: 4895.66 ms
[2022-04-11 05:10:00 main:574] : INFO : Epoch 1903 | loss: 0.0311609 | val_loss: 0.0311703 | Time: 4793.62 ms
[2022-04-11 05:10:05 main:574] : INFO : Epoch 1904 | loss: 0.0311622 | val_loss: 0.0311698 | Time: 4756.72 ms
[2022-04-11 05:10:10 main:574] : INFO : Epoch 1905 | loss: 0.0311611 | val_loss: 0.031169 | Time: 5247.74 ms
[2022-04-11 05:10:15 main:574] : INFO : Epoch 1906 | loss: 0.0311611 | val_loss: 0.0311679 | Time: 4890.52 ms
[2022-04-11 05:10:20 main:574] : INFO : Epoch 1907 | loss: 0.0311614 | val_loss: 0.0311687 | Time: 4894.32 ms
[2022-04-11 05:10:25 main:574] : INFO : Epoch 1908 | loss: 0.0311602 | val_loss: 0.031168 | Time: 5123.61 ms
[2022-04-11 05:10:30 main:574] : INFO : Epoch 1909 | loss: 0.03116 | val_loss: 0.0311675 | Time: 4790.18 ms
[2022-04-11 05:10:35 main:574] : INFO : Epoch 1910 | loss: 0.0311594 | val_loss: 0.0311682 | Time: 4851.22 ms
[2022-04-11 05:10:40 main:574] : INFO : Epoch 1911 | loss: 0.0311592 | val_loss: 0.0311688 | Time: 4732.99 ms
[2022-04-11 05:10:45 main:574] : INFO : Epoch 1912 | loss: 0.0311588 | val_loss: 0.0311683 | Time: 4871.27 ms
[2022-04-11 05:10:49 main:574] : INFO : Epoch 1913 | loss: 0.0311589 | val_loss: 0.0311693 | Time: 4757.16 ms
[2022-04-11 05:10:54 main:574] : INFO : Epoch 1914 | loss: 0.0311591 | val_loss: 0.0311694 | Time: 4876.57 ms
[2022-04-11 05:10:59 main:574] : INFO : Epoch 1915 | loss: 0.0311597 | val_loss: 0.0311713 | Time: 4710 ms
[2022-04-11 05:11:04 main:574] : INFO : Epoch 1916 | loss: 0.0311598 | val_loss: 0.0311672 | Time: 4755.14 ms
[2022-04-11 05:11:09 main:574] : INFO : Epoch 1917 | loss: 0.031159 | val_loss: 0.0311678 | Time: 4867.01 ms
[2022-04-11 05:11:13 main:574] : INFO : Epoch 1918 | loss: 0.0311584 | val_loss: 0.0311665 | Time: 4822.86 ms
[2022-04-11 05:11:18 main:574] : INFO : Epoch 1919 | loss: 0.0311589 | val_loss: 0.0311669 | Time: 4887.22 ms
[2022-04-11 05:11:23 main:574] : INFO : Epoch 1920 | loss: 0.0311586 | val_loss: 0.0311662 | Time: 4793.34 ms
[2022-04-11 05:11:28 main:574] : INFO : Epoch 1921 | loss: 0.0311577 | val_loss: 0.0311651 | Time: 4793.79 ms
[2022-04-11 05:11:33 main:574] : INFO : Epoch 1922 | loss: 0.0311586 | val_loss: 0.0311656 | Time: 4770.68 ms
[2022-04-11 05:11:37 main:574] : INFO : Epoch 1923 | loss: 0.0311599 | val_loss: 0.0311653 | Time: 4719.23 ms
[2022-04-11 05:11:42 main:574] : INFO : Epoch 1924 | loss: 0.0311587 | val_loss: 0.0311667 | Time: 4809.91 ms
[2022-04-11 05:11:47 main:574] : INFO : Epoch 1925 | loss: 0.0311578 | val_loss: 0.0311672 | Time: 4742.58 ms
[2022-04-11 05:11:52 main:574] : INFO : Epoch 1926 | loss: 0.0311585 | val_loss: 0.0311672 | Time: 4767.97 ms
[2022-04-11 05:11:57 main:574] : INFO : Epoch 1927 | loss: 0.031158 | val_loss: 0.0311676 | Time: 4783.98 ms
[2022-04-11 05:12:01 main:574] : INFO : Epoch 1928 | loss: 0.0311578 | val_loss: 0.0311688 | Time: 4723.77 ms
[2022-04-11 05:12:06 main:574] : INFO : Epoch 1929 | loss: 0.0311578 | val_loss: 0.0311665 | Time: 4723.73 ms
[2022-04-11 05:12:11 main:574] : INFO : Epoch 1930 | loss: 0.0311602 | val_loss: 0.0311669 | Time: 4715.56 ms
[2022-04-11 05:12:15 main:574] : INFO : Epoch 1931 | loss: 0.0311605 | val_loss: 0.0311687 | Time: 4754.39 ms
[2022-04-11 05:12:20 main:574] : INFO : Epoch 1932 | loss: 0.0311611 | val_loss: 0.0311678 | Time: 4756.77 ms
[2022-04-11 05:12:25 main:574] : INFO : Epoch 1933 | loss: 0.0311603 | val_loss: 0.0311679 | Time: 4771.01 ms
[2022-04-11 05:12:30 main:574] : INFO : Epoch 1934 | loss: 0.0311599 | val_loss: 0.031168 | Time: 4862.12 ms
[2022-04-11 05:12:35 main:574] : INFO : Epoch 1935 | loss: 0.0311672 | val_loss: 0.0311803 | Time: 4700.6 ms
[2022-04-11 05:12:39 main:574] : INFO : Epoch 1936 | loss: 0.0311747 | val_loss: 0.0311754 | Time: 4693.69 ms
[2022-04-11 05:12:44 main:574] : INFO : Epoch 1937 | loss: 0.0311709 | val_loss: 0.0311657 | Time: 4754.21 ms
[2022-04-11 05:12:49 main:574] : INFO : Epoch 1938 | loss: 0.0311653 | val_loss: 0.0311657 | Time: 4736.84 ms
[2022-04-11 05:12:54 main:574] : INFO : Epoch 1939 | loss: 0.0311635 | val_loss: 0.0311659 | Time: 4750.55 ms
[2022-04-11 05:12:58 main:574] : INFO : Epoch 1940 | loss: 0.0311629 | val_loss: 0.0311651 | Time: 4738.57 ms
[2022-04-11 05:13:03 main:574] : INFO : Epoch 1941 | loss: 0.0311621 | val_loss: 0.0311639 | Time: 4767.39 ms
[2022-04-11 05:13:08 main:574] : INFO : Epoch 1942 | loss: 0.0311614 | val_loss: 0.031166 | Time: 4740.31 ms
[2022-04-11 05:13:12 main:574] : INFO : Epoch 1943 | loss: 0.0311615 | val_loss: 0.0311642 | Time: 4698.56 ms
[2022-04-11 05:13:17 main:574] : INFO : Epoch 1944 | loss: 0.0311603 | val_loss: 0.0311643 | Time: 4766.03 ms
[2022-04-11 05:13:22 main:574] : INFO : Epoch 1945 | loss: 0.0311602 | val_loss: 0.031164 | Time: 4542.46 ms
[2022-04-11 05:13:27 main:574] : INFO : Epoch 1946 | loss: 0.0311609 | val_loss: 0.0311637 | Time: 4854.51 ms
[2022-04-11 05:13:31 main:574] : INFO : Epoch 1947 | loss: 0.0311644 | val_loss: 0.0311627 | Time: 4769.48 ms
[2022-04-11 05:13:36 main:574] : INFO : Epoch 1948 | loss: 0.0311641 | val_loss: 0.0311631 | Time: 4759.9 ms
[2022-04-11 05:13:41 main:574] : INFO : Epoch 1949 | loss: 0.0311637 | val_loss: 0.0311651 | Time: 4694.27 ms
[2022-04-11 05:13:46 main:574] : INFO : Epoch 1950 | loss: 0.0311626 | val_loss: 0.0311623 | Time: 4767.31 ms
[2022-04-11 05:13:51 main:574] : INFO : Epoch 1951 | loss: 0.0311615 | val_loss: 0.0311621 | Time: 4810.39 ms
[2022-04-11 05:13:55 main:574] : INFO : Epoch 1952 | loss: 0.0311611 | val_loss: 0.0311625 | Time: 4772.96 ms
[2022-04-11 05:14:00 main:574] : INFO : Epoch 1953 | loss: 0.03116 | val_loss: 0.0311629 | Time: 4806.73 ms
[2022-04-11 05:14:05 main:574] : INFO : Epoch 1954 | loss: 0.0311602 | val_loss: 0.0311621 | Time: 4786 ms
[2022-04-11 05:14:10 main:574] : INFO : Epoch 1955 | loss: 0.0311591 | val_loss: 0.0311612 | Time: 4743.88 ms
[2022-04-11 05:14:14 main:574] : INFO : Epoch 1956 | loss: 0.0311587 | val_loss: 0.0311614 | Time: 4806.65 ms
[2022-04-11 05:14:19 main:574] : INFO : Epoch 1957 | loss: 0.0311603 | val_loss: 0.031162 | Time: 4861.05 ms
[2022-04-11 05:14:24 main:574] : INFO : Epoch 1958 | loss: 0.0311607 | val_loss: 0.0311608 | Time: 4748.86 ms
[2022-04-11 05:14:29 main:574] : INFO : Epoch 1959 | loss: 0.0311598 | val_loss: 0.0311602 | Time: 4797.24 ms
[2022-04-11 05:14:34 main:574] : INFO : Epoch 1960 | loss: 0.0311594 | val_loss: 0.0311604 | Time: 4887.74 ms
[2022-04-11 05:14:39 main:574] : INFO : Epoch 1961 | loss: 0.03116 | val_loss: 0.0311608 | Time: 4776.42 ms
[2022-04-11 05:14:43 main:574] : INFO : Epoch 1962 | loss: 0.0311604 | val_loss: 0.0311614 | Time: 4786.89 ms
[2022-04-11 05:14:48 main:574] : INFO : Epoch 1963 | loss: 0.0311574 | val_loss: 0.0311599 | Time: 4870.68 ms
[2022-04-11 05:14:53 main:574] : INFO : Epoch 1964 | loss: 0.0311585 | val_loss: 0.0311633 | Time: 4759.15 ms
[2022-04-11 05:14:58 main:574] : INFO : Epoch 1965 | loss: 0.0311583 | val_loss: 0.0311612 | Time: 4766.95 ms
[2022-04-11 05:15:03 main:574] : INFO : Epoch 1966 | loss: 0.0311575 | val_loss: 0.031161 | Time: 4847.64 ms
[2022-04-11 05:15:07 main:574] : INFO : Epoch 1967 | loss: 0.0311564 | val_loss: 0.0311597 | Time: 4776.13 ms
[2022-04-11 05:15:12 main:574] : INFO : Epoch 1968 | loss: 0.0311571 | val_loss: 0.0311623 | Time: 4756.71 ms
[2022-04-11 05:15:17 main:574] : INFO : Epoch 1969 | loss: 0.0311566 | val_loss: 0.0311629 | Time: 4779.99 ms
[2022-04-11 05:15:22 main:574] : INFO : Epoch 1970 | loss: 0.031157 | val_loss: 0.0311628 | Time: 4749.02 ms
[2022-04-11 05:15:27 main:574] : INFO : Epoch 1971 | loss: 0.0311567 | val_loss: 0.0311617 | Time: 4825.58 ms
[2022-04-11 05:15:31 main:574] : INFO : Epoch 1972 | loss: 0.0311566 | val_loss: 0.0311612 | Time: 4734.16 ms
[2022-04-11 05:15:36 main:574] : INFO : Epoch 1973 | loss: 0.0311561 | val_loss: 0.0311607 | Time: 4870.21 ms
[2022-04-11 05:15:41 main:574] : INFO : Epoch 1974 | loss: 0.0311552 | val_loss: 0.0311601 | Time: 4762.41 ms
[2022-04-11 05:15:46 main:574] : INFO : Epoch 1975 | loss: 0.031155 | val_loss: 0.0311612 | Time: 4751.17 ms
[2022-04-11 05:15:50 main:574] : INFO : Epoch 1976 | loss: 0.0311565 | val_loss: 0.0311619 | Time: 4728.63 ms
[2022-04-11 05:15:55 main:574] : INFO : Epoch 1977 | loss: 0.0311563 | val_loss: 0.0311628 | Time: 4755.55 ms
[2022-04-11 05:16:00 main:574] : INFO : Epoch 1978 | loss: 0.0311557 | val_loss: 0.0311617 | Time: 4762.79 ms
[2022-04-11 05:16:05 main:574] : INFO : Epoch 1979 | loss: 0.0311742 | val_loss: 0.0311881 | Time: 4757.48 ms
[2022-04-11 05:16:10 main:574] : INFO : Epoch 1980 | loss: 0.0311858 | val_loss: 0.0311816 | Time: 4828.45 ms
[2022-04-11 05:16:15 main:574] : INFO : Epoch 1981 | loss: 0.0311759 | val_loss: 0.0311738 | Time: 5184.87 ms
[2022-04-11 05:16:19 main:574] : INFO : Epoch 1982 | loss: 0.0311717 | val_loss: 0.0311701 | Time: 4706.57 ms
[2022-04-11 05:16:24 main:574] : INFO : Epoch 1983 | loss: 0.0311683 | val_loss: 0.0311688 | Time: 4704.93 ms
[2022-04-11 05:16:29 main:574] : INFO : Epoch 1984 | loss: 0.0311663 | val_loss: 0.0311675 | Time: 4731.06 ms
[2022-04-11 05:16:34 main:574] : INFO : Epoch 1985 | loss: 0.0311647 | val_loss: 0.0311689 | Time: 4751.41 ms
[2022-04-11 05:16:38 main:574] : INFO : Epoch 1986 | loss: 0.0311638 | val_loss: 0.0311673 | Time: 4795.01 ms
[2022-04-11 05:16:43 main:574] : INFO : Epoch 1987 | loss: 0.0311635 | val_loss: 0.031168 | Time: 4727.61 ms
[2022-04-11 05:16:48 main:574] : INFO : Epoch 1988 | loss: 0.0311625 | val_loss: 0.0311657 | Time: 4891.9 ms
[2022-04-11 05:16:53 main:574] : INFO : Epoch 1989 | loss: 0.031162 | val_loss: 0.0311644 | Time: 4768.5 ms
[2022-04-11 05:16:58 main:574] : INFO : Epoch 1990 | loss: 0.031162 | val_loss: 0.0311639 | Time: 4743.18 ms
[2022-04-11 05:17:02 main:574] : INFO : Epoch 1991 | loss: 0.0311619 | val_loss: 0.0311622 | Time: 4795.38 ms
[2022-04-11 05:17:07 main:574] : INFO : Epoch 1992 | loss: 0.0311597 | val_loss: 0.0311617 | Time: 4846.81 ms
[2022-04-11 05:17:12 main:574] : INFO : Epoch 1993 | loss: 0.0311589 | val_loss: 0.0311611 | Time: 4780.12 ms
[2022-04-11 05:17:17 main:574] : INFO : Epoch 1994 | loss: 0.0311575 | val_loss: 0.0311606 | Time: 4822.89 ms
[2022-04-11 05:17:22 main:574] : INFO : Epoch 1995 | loss: 0.0311593 | val_loss: 0.0311599 | Time: 4753.88 ms
[2022-04-11 05:17:26 main:574] : INFO : Epoch 1996 | loss: 0.0311578 | val_loss: 0.031162 | Time: 4689.96 ms
[2022-04-11 05:17:31 main:574] : INFO : Epoch 1997 | loss: 0.0311591 | val_loss: 0.0311599 | Time: 4841.94 ms
[2022-04-11 05:17:36 main:574] : INFO : Epoch 1998 | loss: 0.0311576 | val_loss: 0.0311605 | Time: 4765.44 ms
[2022-04-11 05:17:41 main:574] : INFO : Epoch 1999 | loss: 0.0311592 | val_loss: 0.0311619 | Time: 4722.19 ms
[2022-04-11 05:17:45 main:574] : INFO : Epoch 2000 | loss: 0.0311579 | val_loss: 0.0311604 | Time: 4727.58 ms
[2022-04-11 05:17:50 main:574] : INFO : Epoch 2001 | loss: 0.0311563 | val_loss: 0.0311634 | Time: 4761.96 ms
[2022-04-11 05:17:55 main:574] : INFO : Epoch 2002 | loss: 0.0311572 | val_loss: 0.03116 | Time: 4746.28 ms
[2022-04-11 05:18:00 main:574] : INFO : Epoch 2003 | loss: 0.0311564 | val_loss: 0.0311618 | Time: 4672.91 ms
[2022-04-11 05:18:04 main:574] : INFO : Epoch 2004 | loss: 0.0311572 | val_loss: 0.0311625 | Time: 4743.08 ms
[2022-04-11 05:18:09 main:574] : INFO : Epoch 2005 | loss: 0.0311567 | val_loss: 0.0311628 | Time: 4735.73 ms
[2022-04-11 05:18:14 main:574] : INFO : Epoch 2006 | loss: 0.0311563 | val_loss: 0.0311603 | Time: 4756.38 ms
[2022-04-11 05:18:19 main:574] : INFO : Epoch 2007 | loss: 0.0311546 | val_loss: 0.0311598 | Time: 4739.89 ms
[2022-04-11 05:18:23 main:574] : INFO : Epoch 2008 | loss: 0.0311543 | val_loss: 0.0311601 | Time: 4726.33 ms
[2022-04-11 05:18:28 main:574] : INFO : Epoch 2009 | loss: 0.0311527 | val_loss: 0.0311603 | Time: 4776 ms
[2022-04-11 05:18:33 main:574] : INFO : Epoch 2010 | loss: 0.0311545 | val_loss: 0.0311626 | Time: 4807.16 ms
[2022-04-11 05:18:38 main:574] : INFO : Epoch 2011 | loss: 0.0311546 | val_loss: 0.0311594 | Time: 4895.84 ms
[2022-04-11 05:18:43 main:574] : INFO : Epoch 2012 | loss: 0.0311536 | val_loss: 0.0311588 | Time: 4758.08 ms
[2022-04-11 05:18:47 main:574] : INFO : Epoch 2013 | loss: 0.0311533 | val_loss: 0.0311582 | Time: 4789.12 ms
[2022-04-11 05:18:52 main:574] : INFO : Epoch 2014 | loss: 0.0311533 | val_loss: 0.031159 | Time: 4741.75 ms
[2022-04-11 05:18:57 main:574] : INFO : Epoch 2015 | loss: 0.0311522 | val_loss: 0.0311595 | Time: 4742.74 ms
[2022-04-11 05:19:02 main:574] : INFO : Epoch 2016 | loss: 0.0311524 | val_loss: 0.0311614 | Time: 4854.88 ms
[2022-04-11 05:19:06 main:574] : INFO : Epoch 2017 | loss: 0.0311535 | val_loss: 0.0311605 | Time: 4687.87 ms
[2022-04-11 05:19:11 main:574] : INFO : Epoch 2018 | loss: 0.0311516 | val_loss: 0.0311601 | Time: 4716.32 ms
[2022-04-11 05:19:16 main:574] : INFO : Epoch 2019 | loss: 0.0311519 | val_loss: 0.0311604 | Time: 4749.82 ms
[2022-04-11 05:19:21 main:574] : INFO : Epoch 2020 | loss: 0.0311506 | val_loss: 0.0311581 | Time: 4736.66 ms
[2022-04-11 05:19:26 main:574] : INFO : Epoch 2021 | loss: 0.0311503 | val_loss: 0.0311583 | Time: 4980.72 ms
[2022-04-11 05:19:30 main:574] : INFO : Epoch 2022 | loss: 0.0311506 | val_loss: 0.0311605 | Time: 4737.8 ms
[2022-04-11 05:19:35 main:574] : INFO : Epoch 2023 | loss: 0.0311505 | val_loss: 0.031159 | Time: 4691.01 ms
[2022-04-11 05:19:40 main:574] : INFO : Epoch 2024 | loss: 0.0311498 | val_loss: 0.0311582 | Time: 4815.07 ms
[2022-04-11 05:19:45 main:574] : INFO : Epoch 2025 | loss: 0.0311501 | val_loss: 0.0311599 | Time: 4787.09 ms
[2022-04-11 05:19:50 main:574] : INFO : Epoch 2026 | loss: 0.0311516 | val_loss: 0.0311588 | Time: 4785.29 ms
[2022-04-11 05:19:54 main:574] : INFO : Epoch 2027 | loss: 0.0311521 | val_loss: 0.031158 | Time: 4831.28 ms
[2022-04-11 05:19:59 main:574] : INFO : Epoch 2028 | loss: 0.0311512 | val_loss: 0.0311556 | Time: 4784.81 ms
[2022-04-11 05:20:04 main:574] : INFO : Epoch 2029 | loss: 0.0311507 | val_loss: 0.0311572 | Time: 4848.14 ms
[2022-04-11 05:20:09 main:574] : INFO : Epoch 2030 | loss: 0.0311501 | val_loss: 0.0311572 | Time: 4793.84 ms
[2022-04-11 05:20:14 main:574] : INFO : Epoch 2031 | loss: 0.03115 | val_loss: 0.0311569 | Time: 5049.19 ms
[2022-04-11 05:20:19 main:574] : INFO : Epoch 2032 | loss: 0.0311505 | val_loss: 0.0311557 | Time: 4865.72 ms
[2022-04-11 05:20:24 main:574] : INFO : Epoch 2033 | loss: 0.0311513 | val_loss: 0.031153 | Time: 5251.48 ms
[2022-04-11 05:20:29 main:574] : INFO : Epoch 2034 | loss: 0.0311519 | val_loss: 0.0311541 | Time: 4775.97 ms
[2022-04-11 05:20:34 main:574] : INFO : Epoch 2035 | loss: 0.0311495 | val_loss: 0.0311544 | Time: 4835.37 ms
[2022-04-11 05:20:38 main:574] : INFO : Epoch 2036 | loss: 0.0311499 | val_loss: 0.0311602 | Time: 4767.6 ms
[2022-04-11 05:20:43 main:574] : INFO : Epoch 2037 | loss: 0.0311508 | val_loss: 0.0311569 | Time: 4730.31 ms
[2022-04-11 05:20:48 main:574] : INFO : Epoch 2038 | loss: 0.031161 | val_loss: 0.0311669 | Time: 4764.29 ms
[2022-04-11 05:20:53 main:574] : INFO : Epoch 2039 | loss: 0.0311615 | val_loss: 0.0311645 | Time: 4779.24 ms
[2022-04-11 05:20:57 main:574] : INFO : Epoch 2040 | loss: 0.0311566 | val_loss: 0.0311615 | Time: 4798.91 ms
[2022-04-11 05:21:02 main:574] : INFO : Epoch 2041 | loss: 0.0311555 | val_loss: 0.0311603 | Time: 4897.04 ms
[2022-04-11 05:21:08 main:574] : INFO : Epoch 2042 | loss: 0.0311533 | val_loss: 0.0311613 | Time: 5115.24 ms
[2022-04-11 05:21:12 main:574] : INFO : Epoch 2043 | loss: 0.031152 | val_loss: 0.0311635 | Time: 4761.17 ms
[2022-04-11 05:21:17 main:574] : INFO : Epoch 2044 | loss: 0.0311544 | val_loss: 0.0311625 | Time: 4737.74 ms
[2022-04-11 05:21:22 main:574] : INFO : Epoch 2045 | loss: 0.0311513 | val_loss: 0.0311613 | Time: 4829.39 ms
[2022-04-11 05:21:27 main:574] : INFO : Epoch 2046 | loss: 0.0311509 | val_loss: 0.0311603 | Time: 4708.82 ms
[2022-04-11 05:21:31 main:574] : INFO : Epoch 2047 | loss: 0.031151 | val_loss: 0.0311594 | Time: 4669.93 ms
[2022-04-11 05:21:36 main:574] : INFO : Epoch 2048 | loss: 0.0311505 | val_loss: 0.0311589 | Time: 4820.06 ms
[2022-04-11 05:21:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311589
[2022-04-11 05:21:36 main:603] : INFO : Saving end state to config to file
[2022-04-11 05:21:36 main:608] : INFO : Success, exiting..
05:21:36 (21188): 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)