Task 14538956
| Name | ParityModified-1645997675-18601-3-0_3 |
| Workunit | 11189101 |
| Created | 7 Apr 2022, 14:14:15 UTC |
| Sent | 7 Apr 2022, 15:36:16 UTC |
| Report deadline | 15 Apr 2022, 15:36:16 UTC |
| Received | 7 Apr 2022, 19:22:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 2 hours 44 min 33 sec |
| CPU time | 2 hours 43 min 54 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 | 4.34 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: 0.0311553 | val_loss: 0.0311763 | Time: 4917.1 ms
[2022-04-07 10:41:55 main:574] : INFO : Epoch 1543 | loss: 0.0311567 | val_loss: 0.031174 | Time: 5030.35 ms
[2022-04-07 10:42:00 main:574] : INFO : Epoch 1544 | loss: 0.0311573 | val_loss: 0.0311696 | Time: 4902.85 ms
[2022-04-07 10:42:05 main:574] : INFO : Epoch 1545 | loss: 0.0311549 | val_loss: 0.0311694 | Time: 4775.91 ms
[2022-04-07 10:42:10 main:574] : INFO : Epoch 1546 | loss: 0.0311655 | val_loss: 0.0311711 | Time: 4776.25 ms
[2022-04-07 10:42:14 main:574] : INFO : Epoch 1547 | loss: 0.0311595 | val_loss: 0.0311735 | Time: 4827.88 ms
[2022-04-07 10:42:19 main:574] : INFO : Epoch 1548 | loss: 0.0311566 | val_loss: 0.031171 | Time: 4772.69 ms
[2022-04-07 10:42:24 main:574] : INFO : Epoch 1549 | loss: 0.0311544 | val_loss: 0.0311729 | Time: 4736.95 ms
[2022-04-07 10:42:29 main:574] : INFO : Epoch 1550 | loss: 0.0311531 | val_loss: 0.031169 | Time: 4761.33 ms
[2022-04-07 10:42:33 main:574] : INFO : Epoch 1551 | loss: 0.0311526 | val_loss: 0.0311709 | Time: 4772.18 ms
[2022-04-07 10:42:38 main:574] : INFO : Epoch 1552 | loss: 0.0311529 | val_loss: 0.0311715 | Time: 4743.32 ms
[2022-04-07 10:42:43 main:574] : INFO : Epoch 1553 | loss: 0.0311519 | val_loss: 0.0311687 | Time: 4844.7 ms
[2022-04-07 10:42:48 main:574] : INFO : Epoch 1554 | loss: 0.031152 | val_loss: 0.0311788 | Time: 4750.41 ms
[2022-04-07 10:42:53 main:574] : INFO : Epoch 1555 | loss: 0.0311577 | val_loss: 0.0311717 | Time: 4770.94 ms
[2022-04-07 10:42:57 main:574] : INFO : Epoch 1556 | loss: 0.0311515 | val_loss: 0.0311713 | Time: 4724.58 ms
[2022-04-07 10:43:02 main:574] : INFO : Epoch 1557 | loss: 0.0311493 | val_loss: 0.0311707 | Time: 4803.94 ms
[2022-04-07 10:43:07 main:574] : INFO : Epoch 1558 | loss: 0.0311507 | val_loss: 0.0311688 | Time: 4766.06 ms
[2022-04-07 10:43:12 main:574] : INFO : Epoch 1559 | loss: 0.0311573 | val_loss: 0.0311712 | Time: 4737.4 ms
[2022-04-07 10:43:16 main:574] : INFO : Epoch 1560 | loss: 0.0311518 | val_loss: 0.0311723 | Time: 4751.02 ms
[2022-04-07 10:43:21 main:574] : INFO : Epoch 1561 | loss: 0.0311502 | val_loss: 0.0311685 | Time: 4983.43 ms
[2022-04-07 10:43:26 main:574] : INFO : Epoch 1562 | loss: 0.0311508 | val_loss: 0.0311772 | Time: 4791 ms
[2022-04-07 10:43:31 main:574] : INFO : Epoch 1563 | loss: 0.0311505 | val_loss: 0.0311688 | Time: 4746.69 ms
[2022-04-07 10:43:36 main:574] : INFO : Epoch 1564 | loss: 0.0311521 | val_loss: 0.0311697 | Time: 4815.19 ms
[2022-04-07 10:43:41 main:574] : INFO : Epoch 1565 | loss: 0.0311539 | val_loss: 0.0311862 | Time: 4799.28 ms
[2022-04-07 10:43:45 main:574] : INFO : Epoch 1566 | loss: 0.0311521 | val_loss: 0.0311712 | Time: 4798.96 ms
[2022-04-07 10:43:50 main:574] : INFO : Epoch 1567 | loss: 0.0311542 | val_loss: 0.0311706 | Time: 4788.58 ms
[2022-04-07 10:43:55 main:574] : INFO : Epoch 1568 | loss: 0.0311501 | val_loss: 0.0311757 | Time: 4846.73 ms
[2022-04-07 10:44:00 main:574] : INFO : Epoch 1569 | loss: 0.031152 | val_loss: 0.0311708 | Time: 4752.58 ms
[2022-04-07 10:44:05 main:574] : INFO : Epoch 1570 | loss: 0.031152 | val_loss: 0.0311743 | Time: 4759.74 ms
[2022-04-07 10:44:09 main:574] : INFO : Epoch 1571 | loss: 0.0311525 | val_loss: 0.0311687 | Time: 4727.18 ms
[2022-04-07 10:44:14 main:574] : INFO : Epoch 1572 | loss: 0.0311549 | val_loss: 0.0311687 | Time: 4767.12 ms
[2022-04-07 10:44:19 main:574] : INFO : Epoch 1573 | loss: 0.0311594 | val_loss: 0.0311682 | Time: 4710.51 ms
[2022-04-07 10:44:24 main:574] : INFO : Epoch 1574 | loss: 0.0311571 | val_loss: 0.031168 | Time: 4831.59 ms
[2022-04-07 10:44:28 main:574] : INFO : Epoch 1575 | loss: 0.0311556 | val_loss: 0.0311641 | Time: 4767.08 ms
[2022-04-07 10:44:33 main:574] : INFO : Epoch 1576 | loss: 0.031157 | val_loss: 0.0311713 | Time: 4751.53 ms
[2022-04-07 10:44:38 main:574] : INFO : Epoch 1577 | loss: 0.0311575 | val_loss: 0.0311688 | Time: 4793.97 ms
[2022-04-07 10:44:43 main:574] : INFO : Epoch 1578 | loss: 0.0311585 | val_loss: 0.0311711 | Time: 4812.71 ms
[2022-04-07 10:44:48 main:574] : INFO : Epoch 1579 | loss: 0.0311545 | val_loss: 0.0311647 | Time: 4792.17 ms
[2022-04-07 10:44:52 main:574] : INFO : Epoch 1580 | loss: 0.0311564 | val_loss: 0.0311666 | Time: 4820.12 ms
[2022-04-07 10:44:57 main:574] : INFO : Epoch 1581 | loss: 0.0311554 | val_loss: 0.0311717 | Time: 4724.06 ms
[2022-04-07 10:45:02 main:574] : INFO : Epoch 1582 | loss: 0.0311625 | val_loss: 0.0311759 | Time: 4772.78 ms
[2022-04-07 10:45:07 main:574] : INFO : Epoch 1583 | loss: 0.0311532 | val_loss: 0.031165 | Time: 4745.52 ms
[2022-04-07 10:45:12 main:574] : INFO : Epoch 1584 | loss: 0.0311522 | val_loss: 0.0311677 | Time: 5223.83 ms
[2022-04-07 10:45:17 main:574] : INFO : Epoch 1585 | loss: 0.0311513 | val_loss: 0.0311657 | Time: 4778 ms
[2022-04-07 10:45:22 main:574] : INFO : Epoch 1586 | loss: 0.0311515 | val_loss: 0.0311668 | Time: 4804.73 ms
[2022-04-07 10:45:26 main:574] : INFO : Epoch 1587 | loss: 0.0311531 | val_loss: 0.0311721 | Time: 4848.63 ms
[2022-04-07 10:45:31 main:574] : INFO : Epoch 1588 | loss: 0.0311493 | val_loss: 0.0311667 | Time: 4797 ms
[2022-04-07 10:45:36 main:574] : INFO : Epoch 1589 | loss: 0.0311536 | val_loss: 0.0311779 | Time: 4805.19 ms
[2022-04-07 10:45:41 main:574] : INFO : Epoch 1590 | loss: 0.0311591 | val_loss: 0.0311618 | Time: 4770.32 ms
[2022-04-07 10:45:46 main:574] : INFO : Epoch 1591 | loss: 0.0311517 | val_loss: 0.031164 | Time: 4807.01 ms
[2022-04-07 10:45:50 main:574] : INFO : Epoch 1592 | loss: 0.031149 | val_loss: 0.031165 | Time: 4718.41 ms
[2022-04-07 10:45:55 main:574] : INFO : Epoch 1593 | loss: 0.0311495 | val_loss: 0.0311661 | Time: 4776.63 ms
[2022-04-07 10:46:00 main:574] : INFO : Epoch 1594 | loss: 0.0311495 | val_loss: 0.0311636 | Time: 4740.18 ms
[2022-04-07 10:46:05 main:574] : INFO : Epoch 1595 | loss: 0.0311523 | val_loss: 0.0311642 | Time: 4748.33 ms
[2022-04-07 10:46:09 main:574] : INFO : Epoch 1596 | loss: 0.0311523 | val_loss: 0.0311668 | Time: 4730.29 ms
[2022-04-07 10:46:14 main:574] : INFO : Epoch 1597 | loss: 0.0311503 | val_loss: 0.0311703 | Time: 4728.47 ms
[2022-04-07 10:46:19 main:574] : INFO : Epoch 1598 | loss: 0.0311484 | val_loss: 0.0311679 | Time: 4719.12 ms
[2022-04-07 10:46:24 main:574] : INFO : Epoch 1599 | loss: 0.0311494 | val_loss: 0.0311662 | Time: 4731.04 ms
[2022-04-07 10:46:28 main:574] : INFO : Epoch 1600 | loss: 0.0311514 | val_loss: 0.0311674 | Time: 4796.52 ms
[2022-04-07 10:46:33 main:574] : INFO : Epoch 1601 | loss: 0.031154 | val_loss: 0.0311635 | Time: 4794.03 ms
[2022-04-07 10:46:38 main:574] : INFO : Epoch 1602 | loss: 0.0311558 | val_loss: 0.0311777 | Time: 4756.26 ms
[2022-04-07 10:46:43 main:574] : INFO : Epoch 1603 | loss: 0.0311559 | val_loss: 0.0311664 | Time: 4735.49 ms
[2022-04-07 10:46:47 main:574] : INFO : Epoch 1604 | loss: 0.0311566 | val_loss: 0.0311664 | Time: 4801.7 ms
[2022-04-07 10:46:52 main:574] : INFO : Epoch 1605 | loss: 0.0311541 | val_loss: 0.0311688 | Time: 4685.4 ms
[2022-04-07 10:46:57 main:574] : INFO : Epoch 1606 | loss: 0.0311551 | val_loss: 0.0311739 | Time: 4813.93 ms
[2022-04-07 10:47:02 main:574] : INFO : Epoch 1607 | loss: 0.0311525 | val_loss: 0.0311672 | Time: 4754.72 ms
[2022-04-07 10:47:07 main:574] : INFO : Epoch 1608 | loss: 0.0311545 | val_loss: 0.0311653 | Time: 4794.72 ms
[2022-04-07 10:47:11 main:574] : INFO : Epoch 1609 | loss: 0.0311592 | val_loss: 0.0311708 | Time: 4894.66 ms
[2022-04-07 10:47:16 main:574] : INFO : Epoch 1610 | loss: 0.0311598 | val_loss: 0.0311665 | Time: 4730.62 ms
[2022-04-07 10:47:21 main:574] : INFO : Epoch 1611 | loss: 0.0311547 | val_loss: 0.0311671 | Time: 5140.4 ms
[2022-04-07 10:47:27 main:574] : INFO : Epoch 1612 | loss: 0.0311535 | val_loss: 0.0311716 | Time: 5240.63 ms
[2022-04-07 10:47:32 main:574] : INFO : Epoch 1613 | loss: 0.0311508 | val_loss: 0.0311695 | Time: 5083.74 ms
[2022-04-07 10:47:37 main:574] : INFO : Epoch 1614 | loss: 0.0311501 | val_loss: 0.0311655 | Time: 4836.23 ms
[2022-04-07 10:47:41 main:574] : INFO : Epoch 1615 | loss: 0.031148 | val_loss: 0.0311639 | Time: 4782.34 ms
[2022-04-07 10:47:46 main:574] : INFO : Epoch 1616 | loss: 0.0311468 | val_loss: 0.0311634 | Time: 4773.81 ms
[2022-04-07 10:47:51 main:574] : INFO : Epoch 1617 | loss: 0.0311462 | val_loss: 0.031166 | Time: 4788.73 ms
[2022-04-07 10:47:56 main:574] : INFO : Epoch 1618 | loss: 0.0311501 | val_loss: 0.0311628 | Time: 4729.39 ms
[2022-04-07 10:48:00 main:574] : INFO : Epoch 1619 | loss: 0.0311494 | val_loss: 0.0311623 | Time: 4797.78 ms
[2022-04-07 10:48:05 main:574] : INFO : Epoch 1620 | loss: 0.031149 | val_loss: 0.0311655 | Time: 4735.82 ms
[2022-04-07 10:48:10 main:574] : INFO : Epoch 1621 | loss: 0.0311533 | val_loss: 0.0311643 | Time: 4741.87 ms
[2022-04-07 10:48:15 main:574] : INFO : Epoch 1622 | loss: 0.0311472 | val_loss: 0.0311641 | Time: 4771.87 ms
[2022-04-07 10:48:20 main:574] : INFO : Epoch 1623 | loss: 0.0311472 | val_loss: 0.031165 | Time: 4778.83 ms
[2022-04-07 10:48:24 main:574] : INFO : Epoch 1624 | loss: 0.031149 | val_loss: 0.0311648 | Time: 4780.89 ms
[2022-04-07 10:48:29 main:574] : INFO : Epoch 1625 | loss: 0.0311461 | val_loss: 0.0311707 | Time: 5106.27 ms
[2022-04-07 10:48:34 main:574] : INFO : Epoch 1626 | loss: 0.0311456 | val_loss: 0.0311635 | Time: 4781.11 ms
[2022-04-07 10:48:39 main:574] : INFO : Epoch 1627 | loss: 0.031146 | val_loss: 0.031188 | Time: 4813.92 ms
[2022-04-07 10:48:44 main:574] : INFO : Epoch 1628 | loss: 0.0311485 | val_loss: 0.0311643 | Time: 4727.59 ms
[2022-04-07 10:48:49 main:574] : INFO : Epoch 1629 | loss: 0.0311438 | val_loss: 0.0311667 | Time: 4785.84 ms
[2022-04-07 10:48:53 main:574] : INFO : Epoch 1630 | loss: 0.0311451 | val_loss: 0.0311648 | Time: 4780.93 ms
[2022-04-07 10:48:58 main:574] : INFO : Epoch 1631 | loss: 0.0311427 | val_loss: 0.0311622 | Time: 4773.72 ms
[2022-04-07 10:49:03 main:574] : INFO : Epoch 1632 | loss: 0.031143 | val_loss: 0.0311682 | Time: 4809.01 ms
[2022-04-07 10:49:08 main:574] : INFO : Epoch 1633 | loss: 0.0311414 | val_loss: 0.0311628 | Time: 4753.5 ms
[2022-04-07 10:49:12 main:574] : INFO : Epoch 1634 | loss: 0.0311464 | val_loss: 0.0311745 | Time: 4790.99 ms
[2022-04-07 10:49:17 main:574] : INFO : Epoch 1635 | loss: 0.0311442 | val_loss: 0.0311686 | Time: 4771.37 ms
[2022-04-07 10:49:22 main:574] : INFO : Epoch 1636 | loss: 0.0311485 | val_loss: 0.031176 | Time: 4765.44 ms
[2022-04-07 10:49:27 main:574] : INFO : Epoch 1637 | loss: 0.0311464 | val_loss: 0.0311642 | Time: 4752.87 ms
[2022-04-07 10:49:32 main:574] : INFO : Epoch 1638 | loss: 0.0311445 | val_loss: 0.0311664 | Time: 4730.75 ms
[2022-04-07 10:49:36 main:574] : INFO : Epoch 1639 | loss: 0.0311429 | val_loss: 0.0311622 | Time: 4796.46 ms
[2022-04-07 10:49:41 main:574] : INFO : Epoch 1640 | loss: 0.0311419 | val_loss: 0.0311661 | Time: 4735.55 ms
[2022-04-07 10:49:46 main:574] : INFO : Epoch 1641 | loss: 0.0311487 | val_loss: 0.031169 | Time: 4606.94 ms
[2022-04-07 10:49:51 main:574] : INFO : Epoch 1642 | loss: 0.0311436 | val_loss: 0.0311724 | Time: 5088.4 ms
[2022-04-07 10:49:56 main:574] : INFO : Epoch 1643 | loss: 0.0311432 | val_loss: 0.0311641 | Time: 5123.1 ms
[2022-04-07 10:50:01 main:574] : INFO : Epoch 1644 | loss: 0.0311436 | val_loss: 0.0311776 | Time: 4818.55 ms
[2022-04-07 10:50:06 main:574] : INFO : Epoch 1645 | loss: 0.0311432 | val_loss: 0.0311674 | Time: 4783.72 ms
[2022-04-07 10:50:10 main:574] : INFO : Epoch 1646 | loss: 0.0311395 | val_loss: 0.0311636 | Time: 4714.5 ms
[2022-04-07 10:50:15 main:574] : INFO : Epoch 1647 | loss: 0.0311409 | val_loss: 0.031166 | Time: 4733.62 ms
[2022-04-07 10:50:20 main:574] : INFO : Epoch 1648 | loss: 0.031139 | val_loss: 0.0311676 | Time: 4753.24 ms
[2022-04-07 10:50:25 main:574] : INFO : Epoch 1649 | loss: 0.0311443 | val_loss: 0.031178 | Time: 4816.91 ms
[2022-04-07 10:50:29 main:574] : INFO : Epoch 1650 | loss: 0.0311443 | val_loss: 0.0311779 | Time: 4707.37 ms
[2022-04-07 10:50:34 main:574] : INFO : Epoch 1651 | loss: 0.031143 | val_loss: 0.0311636 | Time: 4744.77 ms
[2022-04-07 10:50:39 main:574] : INFO : Epoch 1652 | loss: 0.0311408 | val_loss: 0.0311774 | Time: 4750.57 ms
[2022-04-07 10:50:44 main:574] : INFO : Epoch 1653 | loss: 0.0311525 | val_loss: 0.0311864 | Time: 4754.04 ms
[2022-04-07 10:50:48 main:574] : INFO : Epoch 1654 | loss: 0.0311471 | val_loss: 0.0311833 | Time: 4765.16 ms
[2022-04-07 10:50:53 main:574] : INFO : Epoch 1655 | loss: 0.0311499 | val_loss: 0.0311623 | Time: 4773.26 ms
[2022-04-07 10:50:58 main:574] : INFO : Epoch 1656 | loss: 0.0311486 | val_loss: 0.0311853 | Time: 4757.72 ms
[2022-04-07 10:51:03 main:574] : INFO : Epoch 1657 | loss: 0.0311507 | val_loss: 0.0311673 | Time: 4825.32 ms
[2022-04-07 10:51:07 main:574] : INFO : Epoch 1658 | loss: 0.0311501 | val_loss: 0.0311714 | Time: 4753.06 ms
[2022-04-07 10:51:12 main:574] : INFO : Epoch 1659 | loss: 0.0311475 | val_loss: 0.0311663 | Time: 4737.03 ms
[2022-04-07 10:51:17 main:574] : INFO : Epoch 1660 | loss: 0.0311401 | val_loss: 0.0311702 | Time: 4766.97 ms
[2022-04-07 10:51:22 main:574] : INFO : Epoch 1661 | loss: 0.031141 | val_loss: 0.0311785 | Time: 4812.03 ms
[2022-04-07 10:51:27 main:574] : INFO : Epoch 1662 | loss: 0.0311455 | val_loss: 0.0311626 | Time: 4790.05 ms
[2022-04-07 10:51:31 main:574] : INFO : Epoch 1663 | loss: 0.0311454 | val_loss: 0.0311604 | Time: 4794.81 ms
[2022-04-07 10:51:36 main:574] : INFO : Epoch 1664 | loss: 0.0311432 | val_loss: 0.03117 | Time: 4802.96 ms
[2022-04-07 10:51:41 main:574] : INFO : Epoch 1665 | loss: 0.0311447 | val_loss: 0.0311702 | Time: 4727.54 ms
[2022-04-07 10:51:46 main:574] : INFO : Epoch 1666 | loss: 0.0311407 | val_loss: 0.0311668 | Time: 4800.19 ms
[2022-04-07 10:51:51 main:574] : INFO : Epoch 1667 | loss: 0.0311396 | val_loss: 0.0311645 | Time: 4730.27 ms
[2022-04-07 10:51:55 main:574] : INFO : Epoch 1668 | loss: 0.0311406 | val_loss: 0.0311668 | Time: 4778.67 ms
[2022-04-07 10:52:00 main:574] : INFO : Epoch 1669 | loss: 0.0311425 | val_loss: 0.0311784 | Time: 4777.89 ms
[2022-04-07 10:52:05 main:574] : INFO : Epoch 1670 | loss: 0.0311451 | val_loss: 0.031182 | Time: 4813.88 ms
[2022-04-07 10:52:10 main:574] : INFO : Epoch 1671 | loss: 0.0311546 | val_loss: 0.0311744 | Time: 4759 ms
[2022-04-07 10:52:14 main:574] : INFO : Epoch 1672 | loss: 0.0311568 | val_loss: 0.0311659 | Time: 4787.85 ms
[2022-04-07 10:52:19 main:574] : INFO : Epoch 1673 | loss: 0.0311535 | val_loss: 0.0311668 | Time: 4792.16 ms
[2022-04-07 10:52:24 main:574] : INFO : Epoch 1674 | loss: 0.0311465 | val_loss: 0.0311647 | Time: 4777.62 ms
[2022-04-07 10:52:29 main:574] : INFO : Epoch 1675 | loss: 0.0311479 | val_loss: 0.0311663 | Time: 4766.07 ms
[2022-04-07 10:52:34 main:574] : INFO : Epoch 1676 | loss: 0.0311492 | val_loss: 0.0311696 | Time: 4957.17 ms
[2022-04-07 10:52:39 main:574] : INFO : Epoch 1677 | loss: 0.0311471 | val_loss: 0.0311671 | Time: 5205.68 ms
[2022-04-07 10:52:44 main:574] : INFO : Epoch 1678 | loss: 0.0311492 | val_loss: 0.0311669 | Time: 4780.09 ms
[2022-04-07 10:52:49 main:574] : INFO : Epoch 1679 | loss: 0.0311491 | val_loss: 0.0311637 | Time: 4774.79 ms
[2022-04-07 10:52:53 main:574] : INFO : Epoch 1680 | loss: 0.0311469 | val_loss: 0.0311629 | Time: 4807.27 ms
[2022-04-07 10:52:58 main:574] : INFO : Epoch 1681 | loss: 0.0311439 | val_loss: 0.0311628 | Time: 4768.15 ms
[2022-04-07 10:53:03 main:574] : INFO : Epoch 1682 | loss: 0.0311494 | val_loss: 0.031168 | Time: 4805.41 ms
[2022-04-07 10:53:08 main:574] : INFO : Epoch 1683 | loss: 0.0311448 | val_loss: 0.0311615 | Time: 4785.05 ms
[2022-04-07 10:53:13 main:574] : INFO : Epoch 1684 | loss: 0.0311426 | val_loss: 0.0311617 | Time: 4790.88 ms
[2022-04-07 10:53:17 main:574] : INFO : Epoch 1685 | loss: 0.0311465 | val_loss: 0.0311714 | Time: 4820.11 ms
[2022-04-07 10:53:22 main:574] : INFO : Epoch 1686 | loss: 0.0311447 | val_loss: 0.0311752 | Time: 4782.02 ms
[2022-04-07 10:53:27 main:574] : INFO : Epoch 1687 | loss: 0.0311481 | val_loss: 0.0311643 | Time: 4797.27 ms
[2022-04-07 10:53:32 main:574] : INFO : Epoch 1688 | loss: 0.031147 | val_loss: 0.0311636 | Time: 4763.46 ms
[2022-04-07 10:53:37 main:574] : INFO : Epoch 1689 | loss: 0.0311443 | val_loss: 0.0311611 | Time: 4770.29 ms
[2022-04-07 10:53:41 main:574] : INFO : Epoch 1690 | loss: 0.0311448 | val_loss: 0.0311665 | Time: 4793.87 ms
[2022-04-07 10:53:46 main:574] : INFO : Epoch 1691 | loss: 0.0311493 | val_loss: 0.031167 | Time: 4799.22 ms
[2022-04-07 10:53:51 main:574] : INFO : Epoch 1692 | loss: 0.0311514 | val_loss: 0.0311686 | Time: 4779.01 ms
[2022-04-07 10:53:56 main:574] : INFO : Epoch 1693 | loss: 0.0311484 | val_loss: 0.0311729 | Time: 4770.35 ms
[2022-04-07 10:54:01 main:574] : INFO : Epoch 1694 | loss: 0.0311553 | val_loss: 0.0311722 | Time: 4795.88 ms
[2022-04-07 10:54:05 main:574] : INFO : Epoch 1695 | loss: 0.0311574 | val_loss: 0.0311759 | Time: 4906.02 ms
[2022-04-07 10:54:10 main:574] : INFO : Epoch 1696 | loss: 0.0311527 | val_loss: 0.0311706 | Time: 4898.53 ms
[2022-04-07 10:54:16 main:574] : INFO : Epoch 1697 | loss: 0.0311496 | val_loss: 0.0311704 | Time: 5270.23 ms
[2022-04-07 10:54:21 main:574] : INFO : Epoch 1698 | loss: 0.0311452 | val_loss: 0.0311624 | Time: 4988.59 ms
[2022-04-07 10:54:26 main:574] : INFO : Epoch 1699 | loss: 0.0311445 | val_loss: 0.0311712 | Time: 4896.93 ms
[2022-04-07 10:54:30 main:574] : INFO : Epoch 1700 | loss: 0.0311451 | val_loss: 0.0311645 | Time: 4875.86 ms
[2022-04-07 10:54:35 main:574] : INFO : Epoch 1701 | loss: 0.0311479 | val_loss: 0.031164 | Time: 4906.06 ms
[2022-04-07 10:54:40 main:574] : INFO : Epoch 1702 | loss: 0.0311473 | val_loss: 0.0311682 | Time: 4958.22 ms
[2022-04-07 10:54:45 main:574] : INFO : Epoch 1703 | loss: 0.0311456 | val_loss: 0.0311643 | Time: 4938.49 ms
[2022-04-07 10:54:50 main:574] : INFO : Epoch 1704 | loss: 0.0311417 | val_loss: 0.031163 | Time: 4893.09 ms
[2022-04-07 10:54:55 main:574] : INFO : Epoch 1705 | loss: 0.0311439 | val_loss: 0.0311675 | Time: 5124.59 ms
[2022-04-07 10:55:00 main:574] : INFO : Epoch 1706 | loss: 0.0311454 | val_loss: 0.0311647 | Time: 4783.72 ms
[2022-04-07 10:55:05 main:574] : INFO : Epoch 1707 | loss: 0.03114 | val_loss: 0.0311625 | Time: 5037.14 ms
[2022-04-07 10:55:10 main:574] : INFO : Epoch 1708 | loss: 0.0311441 | val_loss: 0.0311676 | Time: 5082.02 ms
[2022-04-07 10:55:15 main:574] : INFO : Epoch 1709 | loss: 0.0311405 | val_loss: 0.0311625 | Time: 4950.32 ms
[2022-04-07 10:55:20 main:574] : INFO : Epoch 1710 | loss: 0.0311382 | val_loss: 0.0311636 | Time: 5076.39 ms
[2022-04-07 10:55:25 main:574] : INFO : Epoch 1711 | loss: 0.0311376 | val_loss: 0.0311673 | Time: 4845.62 ms
[2022-04-07 10:55:30 main:574] : INFO : Epoch 1712 | loss: 0.0311402 | val_loss: 0.0311642 | Time: 5066.23 ms
[2022-04-07 10:55:35 main:574] : INFO : Epoch 1713 | loss: 0.031145 | val_loss: 0.0311634 | Time: 5151.52 ms
[2022-04-07 10:55:41 main:574] : INFO : Epoch 1714 | loss: 0.0311404 | val_loss: 0.0311642 | Time: 5297.3 ms
[2022-04-07 10:55:45 main:574] : INFO : Epoch 1715 | loss: 0.0311435 | val_loss: 0.0311635 | Time: 4841.81 ms
[2022-04-07 10:55:50 main:574] : INFO : Epoch 1716 | loss: 0.0311429 | val_loss: 0.0311663 | Time: 4772.44 ms
[2022-04-07 10:55:55 main:574] : INFO : Epoch 1717 | loss: 0.0311424 | val_loss: 0.0311746 | Time: 4802.71 ms
[2022-04-07 10:56:00 main:574] : INFO : Epoch 1718 | loss: 0.0311469 | val_loss: 0.0311657 | Time: 5115.99 ms
[2022-04-07 10:56:05 main:574] : INFO : Epoch 1719 | loss: 0.0311438 | val_loss: 0.0311677 | Time: 4841.13 ms
[2022-04-07 10:56:10 main:574] : INFO : Epoch 1720 | loss: 0.0311417 | val_loss: 0.0311713 | Time: 4773.89 ms
[2022-04-07 10:56:15 main:574] : INFO : Epoch 1721 | loss: 0.0311424 | val_loss: 0.0311836 | Time: 5000.53 ms
[2022-04-07 10:56:20 main:574] : INFO : Epoch 1722 | loss: 0.0311482 | val_loss: 0.0311767 | Time: 5086.25 ms
[2022-04-07 10:56:25 main:574] : INFO : Epoch 1723 | loss: 0.0311476 | val_loss: 0.0311773 | Time: 4779.73 ms
[2022-04-07 10:56:29 main:574] : INFO : Epoch 1724 | loss: 0.0311421 | val_loss: 0.0311668 | Time: 4755.25 ms
[2022-04-07 10:56:34 main:574] : INFO : Epoch 1725 | loss: 0.0311369 | val_loss: 0.0311682 | Time: 4750.67 ms
[2022-04-07 10:56:39 main:574] : INFO : Epoch 1726 | loss: 0.0311359 | val_loss: 0.0311708 | Time: 4814.52 ms
[2022-04-07 10:56:44 main:574] : INFO : Epoch 1727 | loss: 0.031144 | val_loss: 0.0311694 | Time: 4764.95 ms
[2022-04-07 10:56:49 main:574] : INFO : Epoch 1728 | loss: 0.031141 | val_loss: 0.0311662 | Time: 4762.43 ms
[2022-04-07 10:56:53 main:574] : INFO : Epoch 1729 | loss: 0.0311408 | val_loss: 0.0311681 | Time: 4818.44 ms
[2022-04-07 10:56:58 main:574] : INFO : Epoch 1730 | loss: 0.0311398 | val_loss: 0.0311677 | Time: 4831.08 ms
[2022-04-07 10:57:03 main:574] : INFO : Epoch 1731 | loss: 0.0311367 | val_loss: 0.0311659 | Time: 4771.11 ms
[2022-04-07 10:57:08 main:574] : INFO : Epoch 1732 | loss: 0.0311389 | val_loss: 0.0311622 | Time: 4752.99 ms
[2022-04-07 10:57:13 main:574] : INFO : Epoch 1733 | loss: 0.0311391 | val_loss: 0.0311627 | Time: 4812.07 ms
[2022-04-07 10:57:18 main:574] : INFO : Epoch 1734 | loss: 0.0311413 | val_loss: 0.0311786 | Time: 5104.75 ms
[2022-04-07 10:57:23 main:574] : INFO : Epoch 1735 | loss: 0.0311404 | val_loss: 0.0311657 | Time: 5052.08 ms
[2022-04-07 10:57:28 main:574] : INFO : Epoch 1736 | loss: 0.031136 | val_loss: 0.0311657 | Time: 4905.58 ms
[2022-04-07 10:57:32 main:574] : INFO : Epoch 1737 | loss: 0.0311434 | val_loss: 0.0311613 | Time: 4805.64 ms
[2022-04-07 10:57:37 main:574] : INFO : Epoch 1738 | loss: 0.0311425 | val_loss: 0.0311603 | Time: 4825.27 ms
[2022-04-07 10:57:42 main:574] : INFO : Epoch 1739 | loss: 0.0311383 | val_loss: 0.0311621 | Time: 4516.35 ms
[2022-04-07 10:57:47 main:574] : INFO : Epoch 1740 | loss: 0.0311405 | val_loss: 0.0311657 | Time: 4866.3 ms
[2022-04-07 10:57:52 main:574] : INFO : Epoch 1741 | loss: 0.0311449 | val_loss: 0.0311726 | Time: 5272.88 ms
[2022-04-07 10:57:57 main:574] : INFO : Epoch 1742 | loss: 0.0311431 | val_loss: 0.0311617 | Time: 4757.45 ms
[2022-04-07 10:58:02 main:574] : INFO : Epoch 1743 | loss: 0.0311363 | val_loss: 0.0311661 | Time: 4795.65 ms
[2022-04-07 10:58:06 main:574] : INFO : Epoch 1744 | loss: 0.0311361 | val_loss: 0.0311732 | Time: 4808.78 ms
[2022-04-07 10:58:11 main:574] : INFO : Epoch 1745 | loss: 0.0311347 | val_loss: 0.031165 | Time: 5118.42 ms
[2022-04-07 10:58:16 main:574] : INFO : Epoch 1746 | loss: 0.0311363 | val_loss: 0.0311633 | Time: 4793.48 ms
[2022-04-07 10:58:21 main:574] : INFO : Epoch 1747 | loss: 0.0311367 | val_loss: 0.031164 | Time: 4813.06 ms
[2022-04-07 10:58:26 main:574] : INFO : Epoch 1748 | loss: 0.0311329 | val_loss: 0.0311684 | Time: 4865.97 ms
[2022-04-07 10:58:31 main:574] : INFO : Epoch 1749 | loss: 0.031134 | val_loss: 0.0311637 | Time: 4800.94 ms
[2022-04-07 10:58:36 main:574] : INFO : Epoch 1750 | loss: 0.0311348 | val_loss: 0.0311654 | Time: 4993.33 ms
[2022-04-07 10:58:41 main:574] : INFO : Epoch 1751 | loss: 0.031137 | val_loss: 0.0311665 | Time: 4963.93 ms
[2022-04-07 10:58:46 main:574] : INFO : Epoch 1752 | loss: 0.0311387 | val_loss: 0.0311618 | Time: 5128.03 ms
[2022-04-07 10:58:51 main:574] : INFO : Epoch 1753 | loss: 0.0311371 | val_loss: 0.0311722 | Time: 4820.29 ms
[2022-04-07 10:58:55 main:574] : INFO : Epoch 1754 | loss: 0.0311398 | val_loss: 0.0311633 | Time: 4800.63 ms
[2022-04-07 10:59:00 main:574] : INFO : Epoch 1755 | loss: 0.0311391 | val_loss: 0.0311649 | Time: 4735.61 ms
[2022-04-07 10:59:05 main:574] : INFO : Epoch 1756 | loss: 0.0311375 | val_loss: 0.0311638 | Time: 4824.75 ms
[2022-04-07 10:59:10 main:574] : INFO : Epoch 1757 | loss: 0.0311404 | val_loss: 0.0311619 | Time: 4758.82 ms
[2022-04-07 10:59:15 main:574] : INFO : Epoch 1758 | loss: 0.0311396 | val_loss: 0.0311679 | Time: 4761 ms
[2022-04-07 10:59:19 main:574] : INFO : Epoch 1759 | loss: 0.031137 | val_loss: 0.0311716 | Time: 4909.86 ms
[2022-04-07 10:59:24 main:574] : INFO : Epoch 1760 | loss: 0.031138 | val_loss: 0.0311671 | Time: 4722.1 ms
[2022-04-07 10:59:29 main:574] : INFO : Epoch 1761 | loss: 0.0311414 | val_loss: 0.031172 | Time: 4693.58 ms
[2022-04-07 10:59:34 main:574] : INFO : Epoch 1762 | loss: 0.0311412 | val_loss: 0.0311662 | Time: 4826.09 ms
[2022-04-07 10:59:39 main:574] : INFO : Epoch 1763 | loss: 0.0311365 | val_loss: 0.0311693 | Time: 4752.13 ms
[2022-04-07 10:59:43 main:574] : INFO : Epoch 1764 | loss: 0.0311333 | val_loss: 0.0311686 | Time: 4703.4 ms
[2022-04-07 10:59:48 main:574] : INFO : Epoch 1765 | loss: 0.0311326 | val_loss: 0.0311704 | Time: 4854.02 ms
[2022-04-07 10:59:53 main:574] : INFO : Epoch 1766 | loss: 0.0311381 | val_loss: 0.0311693 | Time: 4760.94 ms
[2022-04-07 10:59:58 main:574] : INFO : Epoch 1767 | loss: 0.0311411 | val_loss: 0.0311682 | Time: 4813.81 ms
[2022-04-07 11:00:02 main:574] : INFO : Epoch 1768 | loss: 0.0311413 | val_loss: 0.0311895 | Time: 4786.95 ms
[2022-04-07 11:00:07 main:574] : INFO : Epoch 1769 | loss: 0.0311423 | val_loss: 0.0311643 | Time: 4818.75 ms
[2022-04-07 11:00:12 main:574] : INFO : Epoch 1770 | loss: 0.0311413 | val_loss: 0.0311692 | Time: 4791.4 ms
[2022-04-07 11:00:17 main:574] : INFO : Epoch 1771 | loss: 0.0311417 | val_loss: 0.0311696 | Time: 4796.38 ms
[2022-04-07 11:00:22 main:574] : INFO : Epoch 1772 | loss: 0.0311392 | val_loss: 0.0311645 | Time: 4696.64 ms
[2022-04-07 11:00:26 main:574] : INFO : Epoch 1773 | loss: 0.0311368 | val_loss: 0.0311645 | Time: 4784.72 ms
[2022-04-07 11:00:31 main:574] : INFO : Epoch 1774 | loss: 0.0311381 | val_loss: 0.0311668 | Time: 4844.27 ms
[2022-04-07 11:00:37 main:574] : INFO : Epoch 1775 | loss: 0.0311375 | val_loss: 0.0311677 | Time: 5276.31 ms
[2022-04-07 11:00:41 main:574] : INFO : Epoch 1776 | loss: 0.0311355 | val_loss: 0.0311673 | Time: 4743.29 ms
[2022-04-07 11:00:46 main:574] : INFO : Epoch 1777 | loss: 0.031134 | val_loss: 0.0311698 | Time: 5026.1 ms
[2022-04-07 11:00:51 main:574] : INFO : Epoch 1778 | loss: 0.0311333 | val_loss: 0.0311662 | Time: 4985.22 ms
[2022-04-07 11:00:56 main:574] : INFO : Epoch 1779 | loss: 0.031134 | val_loss: 0.0311712 | Time: 4783.97 ms
[2022-04-07 11:01:01 main:574] : INFO : Epoch 1780 | loss: 0.0311363 | val_loss: 0.0311699 | Time: 4817.49 ms
[2022-04-07 11:01:06 main:574] : INFO : Epoch 1781 | loss: 0.031132 | val_loss: 0.0311702 | Time: 4759.45 ms
[2022-04-07 11:01:11 main:574] : INFO : Epoch 1782 | loss: 0.031133 | val_loss: 0.0311668 | Time: 5061.92 ms
[2022-04-07 11:01:16 main:574] : INFO : Epoch 1783 | loss: 0.0311338 | val_loss: 0.0311667 | Time: 4874.14 ms
[2022-04-07 11:01:21 main:574] : INFO : Epoch 1784 | loss: 0.0311434 | val_loss: 0.0311627 | Time: 4908.92 ms
[2022-04-07 11:01:25 main:574] : INFO : Epoch 1785 | loss: 0.0311448 | val_loss: 0.0311669 | Time: 4804.14 ms
[2022-04-07 11:01:30 main:574] : INFO : Epoch 1786 | loss: 0.0311355 | val_loss: 0.0311709 | Time: 4782.85 ms
[2022-04-07 11:01:35 main:574] : INFO : Epoch 1787 | loss: 0.0311362 | val_loss: 0.0311692 | Time: 4954.37 ms
[2022-04-07 11:01:40 main:574] : INFO : Epoch 1788 | loss: 0.0311334 | val_loss: 0.0311668 | Time: 4738.95 ms
[2022-04-07 11:01:45 main:574] : INFO : Epoch 1789 | loss: 0.0311327 | val_loss: 0.0311695 | Time: 4729.92 ms
[2022-04-07 11:01:49 main:574] : INFO : Epoch 1790 | loss: 0.0311309 | val_loss: 0.031165 | Time: 4726.13 ms
[2022-04-07 11:01:54 main:574] : INFO : Epoch 1791 | loss: 0.031137 | val_loss: 0.0311717 | Time: 4688.25 ms
[2022-04-07 11:01:59 main:574] : INFO : Epoch 1792 | loss: 0.0311364 | val_loss: 0.0311642 | Time: 4806.21 ms
[2022-04-07 11:02:04 main:574] : INFO : Epoch 1793 | loss: 0.0311292 | val_loss: 0.0311637 | Time: 4760.89 ms
[2022-04-07 11:02:08 main:574] : INFO : Epoch 1794 | loss: 0.0311324 | val_loss: 0.0311625 | Time: 4775.05 ms
[2022-04-07 11:02:13 main:574] : INFO : Epoch 1795 | loss: 0.0311422 | val_loss: 0.0311755 | Time: 4716.87 ms
[2022-04-07 11:02:18 main:574] : INFO : Epoch 1796 | loss: 0.0311412 | val_loss: 0.0311731 | Time: 4743.35 ms
[2022-04-07 11:02:23 main:574] : INFO : Epoch 1797 | loss: 0.0311368 | val_loss: 0.0311634 | Time: 4762.97 ms
[2022-04-07 11:02:27 main:574] : INFO : Epoch 1798 | loss: 0.0311334 | val_loss: 0.0311657 | Time: 4760.12 ms
[2022-04-07 11:02:32 main:574] : INFO : Epoch 1799 | loss: 0.0311326 | val_loss: 0.0311674 | Time: 4721.43 ms
[2022-04-07 11:02:37 main:574] : INFO : Epoch 1800 | loss: 0.0311324 | val_loss: 0.031169 | Time: 4707.16 ms
[2022-04-07 11:02:42 main:574] : INFO : Epoch 1801 | loss: 0.0311331 | val_loss: 0.0311712 | Time: 4788.84 ms
[2022-04-07 11:02:46 main:574] : INFO : Epoch 1802 | loss: 0.0311306 | val_loss: 0.0311705 | Time: 4742.83 ms
[2022-04-07 11:02:51 main:574] : INFO : Epoch 1803 | loss: 0.0311308 | val_loss: 0.0311716 | Time: 4779.37 ms
[2022-04-07 11:02:56 main:574] : INFO : Epoch 1804 | loss: 0.0311286 | val_loss: 0.0311642 | Time: 5081.75 ms
[2022-04-07 11:03:01 main:574] : INFO : Epoch 1805 | loss: 0.0311292 | val_loss: 0.0311604 | Time: 5146.7 ms
[2022-04-07 11:03:06 main:574] : INFO : Epoch 1806 | loss: 0.0311357 | val_loss: 0.0311677 | Time: 4723.99 ms
[2022-04-07 11:03:11 main:574] : INFO : Epoch 1807 | loss: 0.0311376 | val_loss: 0.0311639 | Time: 4732.03 ms
[2022-04-07 11:03:16 main:574] : INFO : Epoch 1808 | loss: 0.0311357 | val_loss: 0.0311626 | Time: 4822.2 ms
[2022-04-07 11:03:21 main:574] : INFO : Epoch 1809 | loss: 0.0311329 | val_loss: 0.0311629 | Time: 4807.46 ms
[2022-04-07 11:03:25 main:574] : INFO : Epoch 1810 | loss: 0.0311395 | val_loss: 0.0311651 | Time: 4742.97 ms
[2022-04-07 11:03:30 main:574] : INFO : Epoch 1811 | loss: 0.0311388 | val_loss: 0.0311673 | Time: 4734.37 ms
[2022-04-07 11:03:35 main:574] : INFO : Epoch 1812 | loss: 0.0311354 | val_loss: 0.0311626 | Time: 4757.23 ms
[2022-04-07 11:03:39 main:574] : INFO : Epoch 1813 | loss: 0.0311358 | val_loss: 0.0311615 | Time: 4676.88 ms
[2022-04-07 11:03:44 main:574] : INFO : Epoch 1814 | loss: 0.0311352 | val_loss: 0.0311616 | Time: 4754.31 ms
[2022-04-07 11:03:49 main:574] : INFO : Epoch 1815 | loss: 0.0311393 | val_loss: 0.0311677 | Time: 4769.41 ms
[2022-04-07 11:03:54 main:574] : INFO : Epoch 1816 | loss: 0.031142 | val_loss: 0.0311649 | Time: 4845.71 ms
[2022-04-07 11:03:59 main:574] : INFO : Epoch 1817 | loss: 0.0311517 | val_loss: 0.0311615 | Time: 5010.09 ms
[2022-04-07 11:04:04 main:574] : INFO : Epoch 1818 | loss: 0.0311478 | val_loss: 0.0311575 | Time: 4800.3 ms
[2022-04-07 11:04:08 main:574] : INFO : Epoch 1819 | loss: 0.0311493 | val_loss: 0.0311593 | Time: 4751.13 ms
[2022-04-07 11:04:13 main:574] : INFO : Epoch 1820 | loss: 0.0311437 | val_loss: 0.0311608 | Time: 4788.88 ms
[2022-04-07 11:04:18 main:574] : INFO : Epoch 1821 | loss: 0.0311424 | val_loss: 0.0311631 | Time: 4807.61 ms
[2022-04-07 11:04:23 main:574] : INFO : Epoch 1822 | loss: 0.0311399 | val_loss: 0.0311637 | Time: 4730.62 ms
[2022-04-07 11:04:28 main:574] : INFO : Epoch 1823 | loss: 0.0311442 | val_loss: 0.0311711 | Time: 4750.16 ms
[2022-04-07 11:04:32 main:574] : INFO : Epoch 1824 | loss: 0.0311428 | val_loss: 0.0311617 | Time: 4729.65 ms
[2022-04-07 11:04:37 main:574] : INFO : Epoch 1825 | loss: 0.0311511 | val_loss: 0.0311604 | Time: 4741.6 ms
[2022-04-07 11:04:42 main:574] : INFO : Epoch 1826 | loss: 0.0311434 | val_loss: 0.0311665 | Time: 4778.92 ms
[2022-04-07 11:04:47 main:574] : INFO : Epoch 1827 | loss: 0.0311418 | val_loss: 0.0311609 | Time: 4739.34 ms
[2022-04-07 11:04:51 main:574] : INFO : Epoch 1828 | loss: 0.0311414 | val_loss: 0.0311734 | Time: 4745.8 ms
[2022-04-07 11:04:56 main:574] : INFO : Epoch 1829 | loss: 0.0311378 | val_loss: 0.0311681 | Time: 4967.18 ms
[2022-04-07 11:05:01 main:574] : INFO : Epoch 1830 | loss: 0.0311362 | val_loss: 0.0311647 | Time: 4832.04 ms
[2022-04-07 11:05:06 main:574] : INFO : Epoch 1831 | loss: 0.0311364 | val_loss: 0.0311628 | Time: 4752.36 ms
[2022-04-07 11:05:11 main:574] : INFO : Epoch 1832 | loss: 0.0311355 | val_loss: 0.0311635 | Time: 4725.7 ms
[2022-04-07 11:05:15 main:574] : INFO : Epoch 1833 | loss: 0.031137 | val_loss: 0.0311617 | Time: 4761.98 ms
[2022-04-07 11:05:20 main:574] : INFO : Epoch 1834 | loss: 0.0311395 | val_loss: 0.0311616 | Time: 4791.72 ms
[2022-04-07 11:05:25 main:574] : INFO : Epoch 1835 | loss: 0.0311369 | val_loss: 0.0311658 | Time: 4772.71 ms
[2022-04-07 11:05:30 main:574] : INFO : Epoch 1836 | loss: 0.0311362 | val_loss: 0.0311589 | Time: 4775.41 ms
[2022-04-07 11:05:35 main:574] : INFO : Epoch 1837 | loss: 0.0311369 | val_loss: 0.0311601 | Time: 4722.74 ms
[2022-04-07 11:05:39 main:574] : INFO : Epoch 1838 | loss: 0.0311473 | val_loss: 0.0311642 | Time: 4702.75 ms
[2022-04-07 11:05:44 main:574] : INFO : Epoch 1839 | loss: 0.0311417 | val_loss: 0.0311577 | Time: 4550.37 ms
[2022-04-07 11:05:49 main:574] : INFO : Epoch 1840 | loss: 0.0311397 | val_loss: 0.0311627 | Time: 4937.99 ms
[2022-04-07 11:05:54 main:574] : INFO : Epoch 1841 | loss: 0.0311419 | val_loss: 0.0311667 | Time: 4879.25 ms
[2022-04-07 11:05:59 main:574] : INFO : Epoch 1842 | loss: 0.0311361 | val_loss: 0.0311586 | Time: 4900.6 ms
[2022-04-07 11:06:04 main:574] : INFO : Epoch 1843 | loss: 0.0311359 | val_loss: 0.0311587 | Time: 4980.33 ms
[2022-04-07 11:06:08 main:574] : INFO : Epoch 1844 | loss: 0.0311349 | val_loss: 0.0311587 | Time: 4759.81 ms
[2022-04-07 11:06:13 main:574] : INFO : Epoch 1845 | loss: 0.0311368 | val_loss: 0.0311597 | Time: 4846.27 ms
[2022-04-07 11:06:18 main:574] : INFO : Epoch 1846 | loss: 0.0311372 | val_loss: 0.0311586 | Time: 4729.93 ms
[2022-04-07 11:06:23 main:574] : INFO : Epoch 1847 | loss: 0.031142 | val_loss: 0.0311627 | Time: 4763.08 ms
[2022-04-07 11:06:27 main:574] : INFO : Epoch 1848 | loss: 0.0311427 | val_loss: 0.0311588 | Time: 4728.3 ms
[2022-04-07 11:06:32 main:574] : INFO : Epoch 1849 | loss: 0.031135 | val_loss: 0.031162 | Time: 4746.92 ms
[2022-04-07 11:06:37 main:574] : INFO : Epoch 1850 | loss: 0.0311351 | val_loss: 0.0311605 | Time: 4725.61 ms
[2022-04-07 11:06:42 main:574] : INFO : Epoch 1851 | loss: 0.0311361 | val_loss: 0.0311797 | Time: 4790.84 ms
[2022-04-07 11:06:47 main:574] : INFO : Epoch 1852 | loss: 0.0311524 | val_loss: 0.0311786 | Time: 5103.41 ms
[2022-04-07 11:06:52 main:574] : INFO : Epoch 1853 | loss: 0.0311479 | val_loss: 0.0311603 | Time: 4755.4 ms
[2022-04-07 11:06:56 main:574] : INFO : Epoch 1854 | loss: 0.0311392 | val_loss: 0.0311592 | Time: 4801.89 ms
[2022-04-07 11:07:01 main:574] : INFO : Epoch 1855 | loss: 0.0311353 | val_loss: 0.0311654 | Time: 4801.52 ms
[2022-04-07 11:07:06 main:574] : INFO : Epoch 1856 | loss: 0.0311348 | val_loss: 0.031163 | Time: 4758.56 ms
[2022-04-07 11:07:11 main:574] : INFO : Epoch 1857 | loss: 0.0311343 | val_loss: 0.0311607 | Time: 5177.46 ms
[2022-04-07 11:07:16 main:574] : INFO : Epoch 1858 | loss: 0.0311349 | val_loss: 0.031166 | Time: 5134.09 ms
[2022-04-07 11:07:21 main:574] : INFO : Epoch 1859 | loss: 0.0311396 | val_loss: 0.0311688 | Time: 5206.89 ms
[2022-04-07 11:07:26 main:574] : INFO : Epoch 1860 | loss: 0.0311348 | val_loss: 0.0311621 | Time: 4714.45 ms
[2022-04-07 11:07:31 main:574] : INFO : Epoch 1861 | loss: 0.0311334 | val_loss: 0.0311596 | Time: 4757.69 ms
[2022-04-07 11:07:36 main:574] : INFO : Epoch 1862 | loss: 0.031134 | val_loss: 0.0311583 | Time: 4776.13 ms
[2022-04-07 11:07:41 main:574] : INFO : Epoch 1863 | loss: 0.0311375 | val_loss: 0.0311728 | Time: 4763.38 ms
[2022-04-07 11:07:45 main:574] : INFO : Epoch 1864 | loss: 0.0311375 | val_loss: 0.0311616 | Time: 4737.14 ms
[2022-04-07 11:07:50 main:574] : INFO : Epoch 1865 | loss: 0.0311317 | val_loss: 0.0311624 | Time: 4768.37 ms
[2022-04-07 11:07:55 main:574] : INFO : Epoch 1866 | loss: 0.0311341 | val_loss: 0.03116 | Time: 4737.56 ms
[2022-04-07 11:08:00 main:574] : INFO : Epoch 1867 | loss: 0.0311312 | val_loss: 0.0311575 | Time: 4764.2 ms
[2022-04-07 11:08:04 main:574] : INFO : Epoch 1868 | loss: 0.0311331 | val_loss: 0.0311607 | Time: 4713.43 ms
[2022-04-07 11:08:09 main:574] : INFO : Epoch 1869 | loss: 0.0311286 | val_loss: 0.0311587 | Time: 4976.38 ms
[2022-04-07 11:08:14 main:574] : INFO : Epoch 1870 | loss: 0.0311317 | val_loss: 0.0311753 | Time: 4781.82 ms
[2022-04-07 11:08:19 main:574] : INFO : Epoch 1871 | loss: 0.0311304 | val_loss: 0.0311622 | Time: 4795.34 ms
[2022-04-07 11:08:24 main:574] : INFO : Epoch 1872 | loss: 0.031135 | val_loss: 0.0311611 | Time: 4846.5 ms
[2022-04-07 11:08:29 main:574] : INFO : Epoch 1873 | loss: 0.0311431 | val_loss: 0.0311612 | Time: 4809.94 ms
[2022-04-07 11:08:33 main:574] : INFO : Epoch 1874 | loss: 0.0311413 | val_loss: 0.0311654 | Time: 4935.28 ms
[2022-04-07 11:08:38 main:574] : INFO : Epoch 1875 | loss: 0.0311427 | val_loss: 0.0311633 | Time: 4775.33 ms
[2022-04-07 11:08:43 main:574] : INFO : Epoch 1876 | loss: 0.0311384 | val_loss: 0.0311606 | Time: 4809.36 ms
[2022-04-07 11:08:48 main:574] : INFO : Epoch 1877 | loss: 0.0311437 | val_loss: 0.0311695 | Time: 4801.18 ms
[2022-04-07 11:08:53 main:574] : INFO : Epoch 1878 | loss: 0.0311401 | val_loss: 0.0311601 | Time: 4870.92 ms
[2022-04-07 11:08:57 main:574] : INFO : Epoch 1879 | loss: 0.0311394 | val_loss: 0.031162 | Time: 4743.41 ms
[2022-04-07 11:09:02 main:574] : INFO : Epoch 1880 | loss: 0.0311372 | val_loss: 0.0311618 | Time: 4741.23 ms
[2022-04-07 11:09:07 main:574] : INFO : Epoch 1881 | loss: 0.0311369 | val_loss: 0.0311633 | Time: 4745.63 ms
[2022-04-07 11:09:12 main:574] : INFO : Epoch 1882 | loss: 0.0311337 | val_loss: 0.0311617 | Time: 4941.73 ms
[2022-04-07 11:09:17 main:574] : INFO : Epoch 1883 | loss: 0.0311362 | val_loss: 0.0311722 | Time: 4771.34 ms
[2022-04-07 11:09:22 main:574] : INFO : Epoch 1884 | loss: 0.0311317 | val_loss: 0.0311732 | Time: 4842.56 ms
[2022-04-07 11:09:26 main:574] : INFO : Epoch 1885 | loss: 0.0311345 | val_loss: 0.0311694 | Time: 4727.32 ms
[2022-04-07 11:09:31 main:574] : INFO : Epoch 1886 | loss: 0.031136 | val_loss: 0.031162 | Time: 4769.12 ms
[2022-04-07 11:09:36 main:574] : INFO : Epoch 1887 | loss: 0.0311317 | val_loss: 0.0311737 | Time: 4775.1 ms
[2022-04-07 11:09:41 main:574] : INFO : Epoch 1888 | loss: 0.0311378 | val_loss: 0.0311671 | Time: 4843.24 ms
[2022-04-07 11:09:45 main:574] : INFO : Epoch 1889 | loss: 0.031131 | val_loss: 0.0311647 | Time: 4706.69 ms
[2022-04-07 11:09:50 main:574] : INFO : Epoch 1890 | loss: 0.031129 | val_loss: 0.0311666 | Time: 4778.78 ms
[2022-04-07 11:09:55 main:574] : INFO : Epoch 1891 | loss: 0.0311306 | val_loss: 0.0311657 | Time: 4821.1 ms
[2022-04-07 11:10:00 main:574] : INFO : Epoch 1892 | loss: 0.0311348 | val_loss: 0.0311609 | Time: 4776.18 ms
[2022-04-07 11:10:05 main:574] : INFO : Epoch 1893 | loss: 0.0311334 | val_loss: 0.0311624 | Time: 4791.03 ms
[2022-04-07 11:10:10 main:574] : INFO : Epoch 1894 | loss: 0.0311336 | val_loss: 0.0311646 | Time: 5107.66 ms
[2022-04-07 11:10:15 main:574] : INFO : Epoch 1895 | loss: 0.0311352 | val_loss: 0.0311591 | Time: 4858.64 ms
[2022-04-07 11:10:19 main:574] : INFO : Epoch 1896 | loss: 0.0311347 | val_loss: 0.031165 | Time: 4841.69 ms
[2022-04-07 11:10:24 main:574] : INFO : Epoch 1897 | loss: 0.0311352 | val_loss: 0.0311583 | Time: 4793 ms
[2022-04-07 11:10:29 main:574] : INFO : Epoch 1898 | loss: 0.031139 | val_loss: 0.0311585 | Time: 4743.72 ms
[2022-04-07 11:10:34 main:574] : INFO : Epoch 1899 | loss: 0.0311339 | val_loss: 0.0311608 | Time: 4780.78 ms
[2022-04-07 11:10:39 main:574] : INFO : Epoch 1900 | loss: 0.0311326 | val_loss: 0.0311606 | Time: 4867.71 ms
[2022-04-07 11:10:43 main:574] : INFO : Epoch 1901 | loss: 0.0311308 | val_loss: 0.0311605 | Time: 4787.27 ms
[2022-04-07 11:10:48 main:574] : INFO : Epoch 1902 | loss: 0.0311295 | val_loss: 0.0311687 | Time: 4726.78 ms
[2022-04-07 11:10:53 main:574] : INFO : Epoch 1903 | loss: 0.0311295 | val_loss: 0.0311631 | Time: 4755.32 ms
[2022-04-07 11:10:58 main:574] : INFO : Epoch 1904 | loss: 0.0311354 | val_loss: 0.0311658 | Time: 4807.99 ms
[2022-04-07 11:11:03 main:574] : INFO : Epoch 1905 | loss: 0.0311326 | val_loss: 0.031163 | Time: 4779.33 ms
[2022-04-07 11:11:07 main:574] : INFO : Epoch 1906 | loss: 0.0311312 | val_loss: 0.0311733 | Time: 4821.34 ms
[2022-04-07 11:11:12 main:574] : INFO : Epoch 1907 | loss: 0.0311291 | val_loss: 0.0311623 | Time: 4940.35 ms
[2022-04-07 11:11:17 main:574] : INFO : Epoch 1908 | loss: 0.0311252 | val_loss: 0.0311624 | Time: 4772.18 ms
[2022-04-07 11:11:22 main:574] : INFO : Epoch 1909 | loss: 0.0311258 | val_loss: 0.0311659 | Time: 4772 ms
[2022-04-07 11:11:27 main:574] : INFO : Epoch 1910 | loss: 0.0311256 | val_loss: 0.0311693 | Time: 4769.83 ms
[2022-04-07 11:11:31 main:574] : INFO : Epoch 1911 | loss: 0.0311261 | val_loss: 0.0311638 | Time: 4764.06 ms
[2022-04-07 11:11:36 main:574] : INFO : Epoch 1912 | loss: 0.0311294 | val_loss: 0.0311723 | Time: 4758.19 ms
[2022-04-07 11:11:41 main:574] : INFO : Epoch 1913 | loss: 0.0311296 | val_loss: 0.031169 | Time: 4826.29 ms
[2022-04-07 11:11:46 main:574] : INFO : Epoch 1914 | loss: 0.0311303 | val_loss: 0.0311773 | Time: 4863.56 ms
[2022-04-07 11:11:51 main:574] : INFO : Epoch 1915 | loss: 0.0311352 | val_loss: 0.0311694 | Time: 4777.15 ms
[2022-04-07 11:11:56 main:574] : INFO : Epoch 1916 | loss: 0.0311334 | val_loss: 0.031167 | Time: 4793.86 ms
[2022-04-07 11:12:00 main:574] : INFO : Epoch 1917 | loss: 0.0311371 | val_loss: 0.0311718 | Time: 4821.91 ms
[2022-04-07 11:12:05 main:574] : INFO : Epoch 1918 | loss: 0.0311374 | val_loss: 0.0311608 | Time: 4759.34 ms
[2022-04-07 11:12:10 main:574] : INFO : Epoch 1919 | loss: 0.0311311 | val_loss: 0.031171 | Time: 4942.3 ms
[2022-04-07 11:12:15 main:574] : INFO : Epoch 1920 | loss: 0.031127 | val_loss: 0.0311666 | Time: 4788.75 ms
[2022-04-07 11:12:20 main:574] : INFO : Epoch 1921 | loss: 0.0311257 | val_loss: 0.0311671 | Time: 4791.99 ms
[2022-04-07 11:12:25 main:574] : INFO : Epoch 1922 | loss: 0.031128 | val_loss: 0.0311665 | Time: 4891.38 ms
[2022-04-07 11:12:29 main:574] : INFO : Epoch 1923 | loss: 0.0311265 | val_loss: 0.0311689 | Time: 4843.83 ms
[2022-04-07 11:12:34 main:574] : INFO : Epoch 1924 | loss: 0.0311322 | val_loss: 0.0311646 | Time: 4790.97 ms
[2022-04-07 11:12:39 main:574] : INFO : Epoch 1925 | loss: 0.0311306 | val_loss: 0.0311671 | Time: 4818.67 ms
[2022-04-07 11:12:44 main:574] : INFO : Epoch 1926 | loss: 0.0311312 | val_loss: 0.0311738 | Time: 4813.7 ms
[2022-04-07 11:12:49 main:574] : INFO : Epoch 1927 | loss: 0.0311341 | val_loss: 0.0311688 | Time: 4874.94 ms
[2022-04-07 11:12:54 main:574] : INFO : Epoch 1928 | loss: 0.0311295 | val_loss: 0.0311646 | Time: 4798.03 ms
[2022-04-07 11:12:58 main:574] : INFO : Epoch 1929 | loss: 0.0311244 | val_loss: 0.0311648 | Time: 4791.26 ms
[2022-04-07 11:13:03 main:574] : INFO : Epoch 1930 | loss: 0.0311241 | val_loss: 0.0311663 | Time: 4787.45 ms
[2022-04-07 11:13:08 main:574] : INFO : Epoch 1931 | loss: 0.0311241 | val_loss: 0.0311693 | Time: 4776.9 ms
[2022-04-07 11:13:13 main:574] : INFO : Epoch 1932 | loss: 0.031128 | val_loss: 0.0311795 | Time: 4767.38 ms
[2022-04-07 11:13:17 main:574] : INFO : Epoch 1933 | loss: 0.0311292 | val_loss: 0.0311647 | Time: 4766.25 ms
[2022-04-07 11:13:22 main:574] : INFO : Epoch 1934 | loss: 0.0311318 | val_loss: 0.0311739 | Time: 4812.53 ms
[2022-04-07 11:13:27 main:574] : INFO : Epoch 1935 | loss: 0.0311425 | val_loss: 0.0311619 | Time: 5041.93 ms
[2022-04-07 11:13:32 main:574] : INFO : Epoch 1936 | loss: 0.0311327 | val_loss: 0.0311619 | Time: 4815.63 ms
[2022-04-07 11:13:37 main:574] : INFO : Epoch 1937 | loss: 0.0311331 | val_loss: 0.0311635 | Time: 4798.02 ms
[2022-04-07 11:13:42 main:574] : INFO : Epoch 1938 | loss: 0.0311266 | val_loss: 0.0311679 | Time: 4696.21 ms
[2022-04-07 11:13:46 main:574] : INFO : Epoch 1939 | loss: 0.0311221 | val_loss: 0.031166 | Time: 4763.39 ms
[2022-04-07 11:13:51 main:574] : INFO : Epoch 1940 | loss: 0.031122 | val_loss: 0.0311692 | Time: 4954.75 ms
[2022-04-07 11:13:56 main:574] : INFO : Epoch 1941 | loss: 0.031122 | val_loss: 0.0311684 | Time: 4845.22 ms
[2022-04-07 11:14:01 main:574] : INFO : Epoch 1942 | loss: 0.0311217 | val_loss: 0.031163 | Time: 4755.64 ms
[2022-04-07 11:14:06 main:574] : INFO : Epoch 1943 | loss: 0.0311203 | val_loss: 0.0311702 | Time: 4854.58 ms
[2022-04-07 11:14:11 main:574] : INFO : Epoch 1944 | loss: 0.0311194 | val_loss: 0.031172 | Time: 5091.24 ms
[2022-04-07 11:14:16 main:574] : INFO : Epoch 1945 | loss: 0.0311213 | val_loss: 0.0311786 | Time: 4920.95 ms
[2022-04-07 11:14:21 main:574] : INFO : Epoch 1946 | loss: 0.0311297 | val_loss: 0.0311729 | Time: 4775.34 ms
[2022-04-07 11:14:25 main:574] : INFO : Epoch 1947 | loss: 0.0311306 | val_loss: 0.0311697 | Time: 4798.15 ms
[2022-04-07 11:14:30 main:574] : INFO : Epoch 1948 | loss: 0.031131 | val_loss: 0.0311672 | Time: 4802.47 ms
[2022-04-07 11:14:35 main:574] : INFO : Epoch 1949 | loss: 0.0311352 | val_loss: 0.0311699 | Time: 4823.12 ms
[2022-04-07 11:14:40 main:574] : INFO : Epoch 1950 | loss: 0.0311337 | val_loss: 0.0311628 | Time: 4783.02 ms
[2022-04-07 11:14:45 main:574] : INFO : Epoch 1951 | loss: 0.0311311 | val_loss: 0.0311637 | Time: 4756.66 ms
[2022-04-07 11:14:49 main:574] : INFO : Epoch 1952 | loss: 0.0311304 | val_loss: 0.0311647 | Time: 4720.9 ms
[2022-04-07 11:14:54 main:574] : INFO : Epoch 1953 | loss: 0.0311283 | val_loss: 0.0311661 | Time: 4738.77 ms
[2022-04-07 11:14:59 main:574] : INFO : Epoch 1954 | loss: 0.0311275 | val_loss: 0.0311624 | Time: 4781.68 ms
[2022-04-07 11:15:04 main:574] : INFO : Epoch 1955 | loss: 0.0311284 | val_loss: 0.0311641 | Time: 4736.97 ms
[2022-04-07 11:15:09 main:574] : INFO : Epoch 1956 | loss: 0.0311289 | val_loss: 0.0311664 | Time: 4831.35 ms
[2022-04-07 11:15:13 main:574] : INFO : Epoch 1957 | loss: 0.0311265 | val_loss: 0.0311633 | Time: 4850.55 ms
[2022-04-07 11:15:18 main:574] : INFO : Epoch 1958 | loss: 0.031128 | val_loss: 0.0311703 | Time: 4831.36 ms
[2022-04-07 11:15:23 main:574] : INFO : Epoch 1959 | loss: 0.0311271 | val_loss: 0.0311695 | Time: 4840.94 ms
[2022-04-07 11:15:28 main:574] : INFO : Epoch 1960 | loss: 0.0311252 | val_loss: 0.0311701 | Time: 4763.75 ms
[2022-04-07 11:15:33 main:574] : INFO : Epoch 1961 | loss: 0.0311244 | val_loss: 0.0311667 | Time: 4791.74 ms
[2022-04-07 11:15:37 main:574] : INFO : Epoch 1962 | loss: 0.0311292 | val_loss: 0.0311718 | Time: 4793.93 ms
[2022-04-07 11:15:42 main:574] : INFO : Epoch 1963 | loss: 0.0311256 | val_loss: 0.031163 | Time: 4781 ms
[2022-04-07 11:15:47 main:574] : INFO : Epoch 1964 | loss: 0.0311243 | val_loss: 0.0311694 | Time: 4769.72 ms
[2022-04-07 11:15:52 main:574] : INFO : Epoch 1965 | loss: 0.031125 | val_loss: 0.0311618 | Time: 4775.62 ms
[2022-04-07 11:15:57 main:574] : INFO : Epoch 1966 | loss: 0.0311222 | val_loss: 0.0311713 | Time: 4750 ms
[2022-04-07 11:16:02 main:574] : INFO : Epoch 1967 | loss: 0.0311251 | val_loss: 0.0311711 | Time: 4952 ms
[2022-04-07 11:16:07 main:574] : INFO : Epoch 1968 | loss: 0.0311235 | val_loss: 0.0311656 | Time: 5189.42 ms
[2022-04-07 11:16:12 main:574] : INFO : Epoch 1969 | loss: 0.0311251 | val_loss: 0.0311749 | Time: 4793.56 ms
[2022-04-07 11:16:16 main:574] : INFO : Epoch 1970 | loss: 0.0311241 | val_loss: 0.0311719 | Time: 4768.65 ms
[2022-04-07 11:16:21 main:574] : INFO : Epoch 1971 | loss: 0.0311253 | val_loss: 0.0311676 | Time: 4860.61 ms
[2022-04-07 11:16:26 main:574] : INFO : Epoch 1972 | loss: 0.0311211 | val_loss: 0.0311735 | Time: 4899.14 ms
[2022-04-07 11:16:31 main:574] : INFO : Epoch 1973 | loss: 0.0311222 | val_loss: 0.0311735 | Time: 4808.89 ms
[2022-04-07 11:16:36 main:574] : INFO : Epoch 1974 | loss: 0.0311232 | val_loss: 0.0311771 | Time: 4791.51 ms
[2022-04-07 11:16:40 main:574] : INFO : Epoch 1975 | loss: 0.0311246 | val_loss: 0.0311721 | Time: 4759.11 ms
[2022-04-07 11:16:45 main:574] : INFO : Epoch 1976 | loss: 0.031126 | val_loss: 0.0311701 | Time: 4774.5 ms
[2022-04-07 11:16:50 main:574] : INFO : Epoch 1977 | loss: 0.0311204 | val_loss: 0.0311696 | Time: 4765.98 ms
[2022-04-07 11:16:55 main:574] : INFO : Epoch 1978 | loss: 0.0311192 | val_loss: 0.0311664 | Time: 4787.53 ms
[2022-04-07 11:17:00 main:574] : INFO : Epoch 1979 | loss: 0.0311192 | val_loss: 0.0311698 | Time: 4740.2 ms
[2022-04-07 11:17:04 main:574] : INFO : Epoch 1980 | loss: 0.0311191 | val_loss: 0.0311675 | Time: 4858.73 ms
[2022-04-07 11:17:09 main:574] : INFO : Epoch 1981 | loss: 0.0311215 | val_loss: 0.0311757 | Time: 4884.8 ms
[2022-04-07 11:17:14 main:574] : INFO : Epoch 1982 | loss: 0.0311242 | val_loss: 0.0311701 | Time: 4835.96 ms
[2022-04-07 11:17:19 main:574] : INFO : Epoch 1983 | loss: 0.0311269 | val_loss: 0.0311734 | Time: 4819.35 ms
[2022-04-07 11:17:24 main:574] : INFO : Epoch 1984 | loss: 0.0311287 | val_loss: 0.0311683 | Time: 4847.06 ms
[2022-04-07 11:17:29 main:574] : INFO : Epoch 1985 | loss: 0.031128 | val_loss: 0.0311674 | Time: 4855.7 ms
[2022-04-07 11:17:34 main:574] : INFO : Epoch 1986 | loss: 0.0311264 | val_loss: 0.0311698 | Time: 4837.11 ms
[2022-04-07 11:17:38 main:574] : INFO : Epoch 1987 | loss: 0.0311245 | val_loss: 0.0311725 | Time: 4825.6 ms
[2022-04-07 11:17:43 main:574] : INFO : Epoch 1988 | loss: 0.0311292 | val_loss: 0.0311714 | Time: 4796.33 ms
[2022-04-07 11:17:48 main:574] : INFO : Epoch 1989 | loss: 0.0311237 | val_loss: 0.0311692 | Time: 4797.38 ms
[2022-04-07 11:17:53 main:574] : INFO : Epoch 1990 | loss: 0.0311228 | val_loss: 0.0311715 | Time: 4858.34 ms
[2022-04-07 11:17:58 main:574] : INFO : Epoch 1991 | loss: 0.0311219 | val_loss: 0.0311679 | Time: 4870.85 ms
[2022-04-07 11:18:03 main:574] : INFO : Epoch 1992 | loss: 0.0311262 | val_loss: 0.0311668 | Time: 4838.17 ms
[2022-04-07 11:18:07 main:574] : INFO : Epoch 1993 | loss: 0.0311247 | val_loss: 0.0311719 | Time: 4738.88 ms
[2022-04-07 11:18:12 main:574] : INFO : Epoch 1994 | loss: 0.031124 | val_loss: 0.0311696 | Time: 4770.61 ms
[2022-04-07 11:18:17 main:574] : INFO : Epoch 1995 | loss: 0.0311235 | val_loss: 0.0311683 | Time: 4782.82 ms
[2022-04-07 11:18:22 main:574] : INFO : Epoch 1996 | loss: 0.0311226 | val_loss: 0.0311683 | Time: 4873.79 ms
[2022-04-07 11:18:27 main:574] : INFO : Epoch 1997 | loss: 0.0311223 | val_loss: 0.0311724 | Time: 4773.44 ms
[2022-04-07 11:18:31 main:574] : INFO : Epoch 1998 | loss: 0.0311281 | val_loss: 0.0311717 | Time: 4907.23 ms
[2022-04-07 11:18:37 main:574] : INFO : Epoch 1999 | loss: 0.0311385 | val_loss: 0.0311763 | Time: 5055.01 ms
[2022-04-07 11:18:41 main:574] : INFO : Epoch 2000 | loss: 0.0311369 | val_loss: 0.0311746 | Time: 4791.01 ms
[2022-04-07 11:18:46 main:574] : INFO : Epoch 2001 | loss: 0.031132 | val_loss: 0.0311706 | Time: 4729.08 ms
[2022-04-07 11:18:51 main:574] : INFO : Epoch 2002 | loss: 0.0311291 | val_loss: 0.0311698 | Time: 4780.99 ms
[2022-04-07 11:18:56 main:574] : INFO : Epoch 2003 | loss: 0.0311264 | val_loss: 0.031169 | Time: 4807.84 ms
[2022-04-07 11:19:00 main:574] : INFO : Epoch 2004 | loss: 0.0311264 | val_loss: 0.0311634 | Time: 4806.46 ms
[2022-04-07 11:19:05 main:574] : INFO : Epoch 2005 | loss: 0.0311239 | val_loss: 0.0311684 | Time: 4764.69 ms
[2022-04-07 11:19:10 main:574] : INFO : Epoch 2006 | loss: 0.0311251 | val_loss: 0.0311667 | Time: 5145.05 ms
[2022-04-07 11:19:15 main:574] : INFO : Epoch 2007 | loss: 0.0311323 | val_loss: 0.0311825 | Time: 4729.71 ms
[2022-04-07 11:19:20 main:574] : INFO : Epoch 2008 | loss: 0.0311291 | val_loss: 0.0311658 | Time: 4762.98 ms
[2022-04-07 11:19:25 main:574] : INFO : Epoch 2009 | loss: 0.031125 | val_loss: 0.0311673 | Time: 4760.12 ms
[2022-04-07 11:19:30 main:574] : INFO : Epoch 2010 | loss: 0.0311218 | val_loss: 0.0311711 | Time: 4825.6 ms
[2022-04-07 11:19:34 main:574] : INFO : Epoch 2011 | loss: 0.0311223 | val_loss: 0.0311705 | Time: 4834.48 ms
[2022-04-07 11:19:39 main:574] : INFO : Epoch 2012 | loss: 0.0311212 | val_loss: 0.0311726 | Time: 4774.27 ms
[2022-04-07 11:19:44 main:574] : INFO : Epoch 2013 | loss: 0.0311241 | val_loss: 0.0311699 | Time: 4771.33 ms
[2022-04-07 11:19:49 main:574] : INFO : Epoch 2014 | loss: 0.031121 | val_loss: 0.0311699 | Time: 4758.1 ms
[2022-04-07 11:19:53 main:574] : INFO : Epoch 2015 | loss: 0.0311201 | val_loss: 0.031173 | Time: 4771.92 ms
[2022-04-07 11:19:58 main:574] : INFO : Epoch 2016 | loss: 0.03112 | val_loss: 0.0311709 | Time: 4841.95 ms
[2022-04-07 11:20:03 main:574] : INFO : Epoch 2017 | loss: 0.0311238 | val_loss: 0.0311734 | Time: 4751.82 ms
[2022-04-07 11:20:08 main:574] : INFO : Epoch 2018 | loss: 0.0311232 | val_loss: 0.0311754 | Time: 4758.19 ms
[2022-04-07 11:20:13 main:574] : INFO : Epoch 2019 | loss: 0.0311287 | val_loss: 0.0311751 | Time: 4809.75 ms
[2022-04-07 11:20:17 main:574] : INFO : Epoch 2020 | loss: 0.0311219 | val_loss: 0.0311711 | Time: 4789.54 ms
[2022-04-07 11:20:22 main:574] : INFO : Epoch 2021 | loss: 0.0311196 | val_loss: 0.0311734 | Time: 4770.55 ms
[2022-04-07 11:20:27 main:574] : INFO : Epoch 2022 | loss: 0.0311194 | val_loss: 0.0311759 | Time: 4761.48 ms
[2022-04-07 11:20:32 main:574] : INFO : Epoch 2023 | loss: 0.0311182 | val_loss: 0.0311719 | Time: 4831.62 ms
[2022-04-07 11:20:37 main:574] : INFO : Epoch 2024 | loss: 0.0311213 | val_loss: 0.0311732 | Time: 4816.77 ms
[2022-04-07 11:20:41 main:574] : INFO : Epoch 2025 | loss: 0.0311312 | val_loss: 0.0311707 | Time: 4775.54 ms
[2022-04-07 11:20:46 main:574] : INFO : Epoch 2026 | loss: 0.0311281 | val_loss: 0.0311647 | Time: 4794.33 ms
[2022-04-07 11:20:51 main:574] : INFO : Epoch 2027 | loss: 0.0311236 | val_loss: 0.0311692 | Time: 4906.01 ms
[2022-04-07 11:20:56 main:574] : INFO : Epoch 2028 | loss: 0.0311288 | val_loss: 0.0311813 | Time: 4926.85 ms
[2022-04-07 11:21:01 main:574] : INFO : Epoch 2029 | loss: 0.0311269 | val_loss: 0.0311712 | Time: 4977.5 ms
[2022-04-07 11:21:06 main:574] : INFO : Epoch 2030 | loss: 0.0311229 | val_loss: 0.0311705 | Time: 5118.29 ms
[2022-04-07 11:21:11 main:574] : INFO : Epoch 2031 | loss: 0.0311198 | val_loss: 0.031171 | Time: 4928.32 ms
[2022-04-07 11:21:16 main:574] : INFO : Epoch 2032 | loss: 0.0311203 | val_loss: 0.0311713 | Time: 4922.21 ms
[2022-04-07 11:21:21 main:574] : INFO : Epoch 2033 | loss: 0.0311198 | val_loss: 0.0311675 | Time: 4775.93 ms
[2022-04-07 11:21:26 main:574] : INFO : Epoch 2034 | loss: 0.0311231 | val_loss: 0.0311695 | Time: 4804.19 ms
[2022-04-07 11:21:30 main:574] : INFO : Epoch 2035 | loss: 0.0311295 | val_loss: 0.031167 | Time: 4750.18 ms
[2022-04-07 11:21:35 main:574] : INFO : Epoch 2036 | loss: 0.0311253 | val_loss: 0.0311706 | Time: 4754.56 ms
[2022-04-07 11:21:40 main:574] : INFO : Epoch 2037 | loss: 0.031122 | val_loss: 0.0311789 | Time: 4800.59 ms
[2022-04-07 11:21:45 main:574] : INFO : Epoch 2038 | loss: 0.0311206 | val_loss: 0.0311755 | Time: 4615.29 ms
[2022-04-07 11:21:49 main:574] : INFO : Epoch 2039 | loss: 0.0311217 | val_loss: 0.0311748 | Time: 4810.85 ms
[2022-04-07 11:21:54 main:574] : INFO : Epoch 2040 | loss: 0.0311241 | val_loss: 0.0311778 | Time: 4971.43 ms
[2022-04-07 11:21:59 main:574] : INFO : Epoch 2041 | loss: 0.0311232 | val_loss: 0.0311695 | Time: 4789.83 ms
[2022-04-07 11:22:04 main:574] : INFO : Epoch 2042 | loss: 0.0311186 | val_loss: 0.0311731 | Time: 4750.15 ms
[2022-04-07 11:22:09 main:574] : INFO : Epoch 2043 | loss: 0.0311167 | val_loss: 0.0311717 | Time: 4795.11 ms
[2022-04-07 11:22:14 main:574] : INFO : Epoch 2044 | loss: 0.0311183 | val_loss: 0.031169 | Time: 4775.72 ms
[2022-04-07 11:22:18 main:574] : INFO : Epoch 2045 | loss: 0.0311202 | val_loss: 0.0311698 | Time: 4807.16 ms
[2022-04-07 11:22:23 main:574] : INFO : Epoch 2046 | loss: 0.0311188 | val_loss: 0.0311757 | Time: 4785.07 ms
[2022-04-07 11:22:28 main:574] : INFO : Epoch 2047 | loss: 0.0311182 | val_loss: 0.0311651 | Time: 4808.78 ms
[2022-04-07 11:22:33 main:574] : INFO : Epoch 2048 | loss: 0.0311155 | val_loss: 0.0311716 | Time: 4773.69 ms
[2022-04-07 11:22:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311716
[2022-04-07 11:22:33 main:603] : INFO : Saving end state to config to file
[2022-04-07 11:22:33 main:608] : INFO : Success, exiting..
11:22:33 (20896): 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)