Task 14543012
| Name | ParityModified-1647047296-14313-2-0_1 |
| Workunit | 11196433 |
| Created | 7 Apr 2022, 17:49:28 UTC |
| Sent | 7 Apr 2022, 18:20:50 UTC |
| Report deadline | 15 Apr 2022, 18:20:50 UTC |
| Received | 8 Apr 2022, 6:29:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 2 hours 46 min 9 sec |
| CPU time | 2 hours 45 min 9 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: 0.0311536 | val_loss: 0.0311666 | Time: 5212.59 ms
[2022-04-07 21:34:29 main:574] : INFO : Epoch 1543 | loss: 0.0311536 | val_loss: 0.031168 | Time: 5267.61 ms
[2022-04-07 21:34:34 main:574] : INFO : Epoch 1544 | loss: 0.031153 | val_loss: 0.031166 | Time: 5209.54 ms
[2022-04-07 21:34:39 main:574] : INFO : Epoch 1545 | loss: 0.0311532 | val_loss: 0.0311658 | Time: 5197.63 ms
[2022-04-07 21:34:45 main:574] : INFO : Epoch 1546 | loss: 0.0311532 | val_loss: 0.0311668 | Time: 5218.35 ms
[2022-04-07 21:34:50 main:574] : INFO : Epoch 1547 | loss: 0.0311533 | val_loss: 0.0311677 | Time: 5257.78 ms
[2022-04-07 21:34:55 main:574] : INFO : Epoch 1548 | loss: 0.0311528 | val_loss: 0.0311668 | Time: 5240.66 ms
[2022-04-07 21:35:00 main:574] : INFO : Epoch 1549 | loss: 0.031152 | val_loss: 0.0311671 | Time: 5250.13 ms
[2022-04-07 21:35:06 main:574] : INFO : Epoch 1550 | loss: 0.0311522 | val_loss: 0.0311655 | Time: 5225.92 ms
[2022-04-07 21:35:11 main:574] : INFO : Epoch 1551 | loss: 0.0311512 | val_loss: 0.0311638 | Time: 5251.98 ms
[2022-04-07 21:35:16 main:574] : INFO : Epoch 1552 | loss: 0.0311506 | val_loss: 0.0311669 | Time: 5266.23 ms
[2022-04-07 21:35:21 main:574] : INFO : Epoch 1553 | loss: 0.0311513 | val_loss: 0.031165 | Time: 5173.38 ms
[2022-04-07 21:35:26 main:574] : INFO : Epoch 1554 | loss: 0.031151 | val_loss: 0.0311647 | Time: 4758.29 ms
[2022-04-07 21:35:31 main:574] : INFO : Epoch 1555 | loss: 0.0311547 | val_loss: 0.0311657 | Time: 4780.22 ms
[2022-04-07 21:35:36 main:574] : INFO : Epoch 1556 | loss: 0.0311558 | val_loss: 0.0311656 | Time: 4981.14 ms
[2022-04-07 21:35:41 main:574] : INFO : Epoch 1557 | loss: 0.0311543 | val_loss: 0.0311647 | Time: 5201.1 ms
[2022-04-07 21:35:46 main:574] : INFO : Epoch 1558 | loss: 0.031154 | val_loss: 0.0311642 | Time: 5208.87 ms
[2022-04-07 21:35:51 main:574] : INFO : Epoch 1559 | loss: 0.0311524 | val_loss: 0.0311646 | Time: 5199.2 ms
[2022-04-07 21:35:56 main:574] : INFO : Epoch 1560 | loss: 0.0311508 | val_loss: 0.0311648 | Time: 4914.27 ms
[2022-04-07 21:36:02 main:574] : INFO : Epoch 1561 | loss: 0.0311508 | val_loss: 0.0311627 | Time: 5246.22 ms
[2022-04-07 21:36:07 main:574] : INFO : Epoch 1562 | loss: 0.0311495 | val_loss: 0.0311632 | Time: 5102.1 ms
[2022-04-07 21:36:12 main:574] : INFO : Epoch 1563 | loss: 0.0311496 | val_loss: 0.0311625 | Time: 4800.46 ms
[2022-04-07 21:36:17 main:574] : INFO : Epoch 1564 | loss: 0.0311485 | val_loss: 0.031162 | Time: 4997.47 ms
[2022-04-07 21:36:22 main:574] : INFO : Epoch 1565 | loss: 0.0311479 | val_loss: 0.0311623 | Time: 5192.58 ms
[2022-04-07 21:36:27 main:574] : INFO : Epoch 1566 | loss: 0.0311473 | val_loss: 0.0311627 | Time: 4917.97 ms
[2022-04-07 21:36:32 main:574] : INFO : Epoch 1567 | loss: 0.0311471 | val_loss: 0.0311625 | Time: 5003 ms
[2022-04-07 21:36:36 main:574] : INFO : Epoch 1568 | loss: 0.0311474 | val_loss: 0.0311632 | Time: 4689.48 ms
[2022-04-07 21:36:41 main:574] : INFO : Epoch 1569 | loss: 0.0311492 | val_loss: 0.031162 | Time: 5037.03 ms
[2022-04-07 21:36:47 main:574] : INFO : Epoch 1570 | loss: 0.0311495 | val_loss: 0.0311615 | Time: 5191.62 ms
[2022-04-07 21:36:52 main:574] : INFO : Epoch 1571 | loss: 0.0311493 | val_loss: 0.0311631 | Time: 4976.63 ms
[2022-04-07 21:36:56 main:574] : INFO : Epoch 1572 | loss: 0.0311484 | val_loss: 0.0311639 | Time: 4757.31 ms
[2022-04-07 21:37:01 main:574] : INFO : Epoch 1573 | loss: 0.0311477 | val_loss: 0.0311632 | Time: 4770.35 ms
[2022-04-07 21:37:06 main:574] : INFO : Epoch 1574 | loss: 0.0311487 | val_loss: 0.0311635 | Time: 4759.31 ms
[2022-04-07 21:37:11 main:574] : INFO : Epoch 1575 | loss: 0.031149 | val_loss: 0.0311623 | Time: 4802.15 ms
[2022-04-07 21:37:15 main:574] : INFO : Epoch 1576 | loss: 0.0311498 | val_loss: 0.031164 | Time: 4733.76 ms
[2022-04-07 21:37:20 main:574] : INFO : Epoch 1577 | loss: 0.0311496 | val_loss: 0.0311643 | Time: 4782.43 ms
[2022-04-07 21:37:25 main:574] : INFO : Epoch 1578 | loss: 0.0311489 | val_loss: 0.0311629 | Time: 4789.69 ms
[2022-04-07 21:37:30 main:574] : INFO : Epoch 1579 | loss: 0.0311485 | val_loss: 0.031165 | Time: 4851.22 ms
[2022-04-07 21:37:35 main:574] : INFO : Epoch 1580 | loss: 0.0311488 | val_loss: 0.0311637 | Time: 4803.1 ms
[2022-04-07 21:37:40 main:574] : INFO : Epoch 1581 | loss: 0.0311492 | val_loss: 0.0311635 | Time: 4790.29 ms
[2022-04-07 21:37:44 main:574] : INFO : Epoch 1582 | loss: 0.0311487 | val_loss: 0.0311629 | Time: 4764.43 ms
[2022-04-07 21:37:49 main:574] : INFO : Epoch 1583 | loss: 0.0311494 | val_loss: 0.0311664 | Time: 4843.26 ms
[2022-04-07 21:37:54 main:574] : INFO : Epoch 1584 | loss: 0.0311486 | val_loss: 0.0311653 | Time: 4785.77 ms
[2022-04-07 21:37:59 main:574] : INFO : Epoch 1585 | loss: 0.0311478 | val_loss: 0.0311654 | Time: 4895.68 ms
[2022-04-07 21:38:04 main:574] : INFO : Epoch 1586 | loss: 0.0311477 | val_loss: 0.0311651 | Time: 4784.42 ms
[2022-04-07 21:38:08 main:574] : INFO : Epoch 1587 | loss: 0.0311465 | val_loss: 0.0311651 | Time: 4822.48 ms
[2022-04-07 21:38:13 main:574] : INFO : Epoch 1588 | loss: 0.0311464 | val_loss: 0.0311648 | Time: 4805.82 ms
[2022-04-07 21:38:18 main:574] : INFO : Epoch 1589 | loss: 0.0311472 | val_loss: 0.0311651 | Time: 4805.25 ms
[2022-04-07 21:38:23 main:574] : INFO : Epoch 1590 | loss: 0.0311464 | val_loss: 0.0311659 | Time: 4786.49 ms
[2022-04-07 21:38:28 main:574] : INFO : Epoch 1591 | loss: 0.0311461 | val_loss: 0.0311646 | Time: 4811.01 ms
[2022-04-07 21:38:33 main:574] : INFO : Epoch 1592 | loss: 0.0311455 | val_loss: 0.0311637 | Time: 4892.69 ms
[2022-04-07 21:38:37 main:574] : INFO : Epoch 1593 | loss: 0.0311455 | val_loss: 0.0311655 | Time: 4797.35 ms
[2022-04-07 21:38:42 main:574] : INFO : Epoch 1594 | loss: 0.0311472 | val_loss: 0.0311652 | Time: 4764.98 ms
[2022-04-07 21:38:47 main:574] : INFO : Epoch 1595 | loss: 0.0311494 | val_loss: 0.0311647 | Time: 4951.69 ms
[2022-04-07 21:38:52 main:574] : INFO : Epoch 1596 | loss: 0.0311479 | val_loss: 0.031163 | Time: 4807.65 ms
[2022-04-07 21:38:57 main:574] : INFO : Epoch 1597 | loss: 0.031147 | val_loss: 0.0311645 | Time: 4749.31 ms
[2022-04-07 21:39:01 main:574] : INFO : Epoch 1598 | loss: 0.0311469 | val_loss: 0.0311655 | Time: 4761.82 ms
[2022-04-07 21:39:06 main:574] : INFO : Epoch 1599 | loss: 0.0311463 | val_loss: 0.0311648 | Time: 4747.63 ms
[2022-04-07 21:39:11 main:574] : INFO : Epoch 1600 | loss: 0.031146 | val_loss: 0.0311656 | Time: 4746.1 ms
[2022-04-07 21:39:16 main:574] : INFO : Epoch 1601 | loss: 0.0311456 | val_loss: 0.0311658 | Time: 4960.1 ms
[2022-04-07 21:39:21 main:574] : INFO : Epoch 1602 | loss: 0.0311455 | val_loss: 0.0311645 | Time: 4968.28 ms
[2022-04-07 21:39:26 main:574] : INFO : Epoch 1603 | loss: 0.0311457 | val_loss: 0.0311659 | Time: 4792.07 ms
[2022-04-07 21:39:30 main:574] : INFO : Epoch 1604 | loss: 0.0311454 | val_loss: 0.0311658 | Time: 4791.76 ms
[2022-04-07 21:39:35 main:574] : INFO : Epoch 1605 | loss: 0.0311453 | val_loss: 0.0311654 | Time: 4791.97 ms
[2022-04-07 21:39:40 main:574] : INFO : Epoch 1606 | loss: 0.0311442 | val_loss: 0.0311642 | Time: 4756.47 ms
[2022-04-07 21:39:45 main:574] : INFO : Epoch 1607 | loss: 0.0311436 | val_loss: 0.0311655 | Time: 5062.96 ms
[2022-04-07 21:39:50 main:574] : INFO : Epoch 1608 | loss: 0.0311442 | val_loss: 0.0311653 | Time: 5013.22 ms
[2022-04-07 21:39:55 main:574] : INFO : Epoch 1609 | loss: 0.0311439 | val_loss: 0.031164 | Time: 4960.4 ms
[2022-04-07 21:40:00 main:574] : INFO : Epoch 1610 | loss: 0.0311435 | val_loss: 0.0311645 | Time: 4781.04 ms
[2022-04-07 21:40:05 main:574] : INFO : Epoch 1611 | loss: 0.0311462 | val_loss: 0.0311658 | Time: 4788.53 ms
[2022-04-07 21:40:10 main:574] : INFO : Epoch 1612 | loss: 0.031146 | val_loss: 0.0311639 | Time: 4852.26 ms
[2022-04-07 21:40:14 main:574] : INFO : Epoch 1613 | loss: 0.0311453 | val_loss: 0.0311653 | Time: 4817.28 ms
[2022-04-07 21:40:19 main:574] : INFO : Epoch 1614 | loss: 0.0311455 | val_loss: 0.031165 | Time: 4818.33 ms
[2022-04-07 21:40:24 main:574] : INFO : Epoch 1615 | loss: 0.0311453 | val_loss: 0.0311663 | Time: 4829.95 ms
[2022-04-07 21:40:29 main:574] : INFO : Epoch 1616 | loss: 0.0311451 | val_loss: 0.0311699 | Time: 4832.83 ms
[2022-04-07 21:40:34 main:574] : INFO : Epoch 1617 | loss: 0.0311456 | val_loss: 0.031166 | Time: 4791.67 ms
[2022-04-07 21:40:39 main:574] : INFO : Epoch 1618 | loss: 0.0311446 | val_loss: 0.0311658 | Time: 4871.7 ms
[2022-04-07 21:40:43 main:574] : INFO : Epoch 1619 | loss: 0.0311467 | val_loss: 0.0311707 | Time: 4851.28 ms
[2022-04-07 21:40:48 main:574] : INFO : Epoch 1620 | loss: 0.0311503 | val_loss: 0.031166 | Time: 4814.45 ms
[2022-04-07 21:40:53 main:574] : INFO : Epoch 1621 | loss: 0.0311511 | val_loss: 0.0311688 | Time: 4812.47 ms
[2022-04-07 21:40:58 main:574] : INFO : Epoch 1622 | loss: 0.0311534 | val_loss: 0.0311671 | Time: 4995.92 ms
[2022-04-07 21:41:03 main:574] : INFO : Epoch 1623 | loss: 0.0311546 | val_loss: 0.0311667 | Time: 4832.76 ms
[2022-04-07 21:41:08 main:574] : INFO : Epoch 1624 | loss: 0.0311558 | val_loss: 0.0311666 | Time: 4929.42 ms
[2022-04-07 21:41:13 main:574] : INFO : Epoch 1625 | loss: 0.0311559 | val_loss: 0.0311683 | Time: 4793.05 ms
[2022-04-07 21:41:17 main:574] : INFO : Epoch 1626 | loss: 0.0311551 | val_loss: 0.0311654 | Time: 4823.52 ms
[2022-04-07 21:41:22 main:574] : INFO : Epoch 1627 | loss: 0.0311561 | val_loss: 0.0311651 | Time: 4744.74 ms
[2022-04-07 21:41:27 main:574] : INFO : Epoch 1628 | loss: 0.0311589 | val_loss: 0.0311643 | Time: 4761.79 ms
[2022-04-07 21:41:32 main:574] : INFO : Epoch 1629 | loss: 0.0311592 | val_loss: 0.0311642 | Time: 4745.39 ms
[2022-04-07 21:41:37 main:574] : INFO : Epoch 1630 | loss: 0.03116 | val_loss: 0.0311645 | Time: 4845.18 ms
[2022-04-07 21:41:41 main:574] : INFO : Epoch 1631 | loss: 0.0311594 | val_loss: 0.0311615 | Time: 4868.28 ms
[2022-04-07 21:41:46 main:574] : INFO : Epoch 1632 | loss: 0.0311573 | val_loss: 0.0311614 | Time: 4928.93 ms
[2022-04-07 21:41:51 main:574] : INFO : Epoch 1633 | loss: 0.031156 | val_loss: 0.0311613 | Time: 4787.41 ms
[2022-04-07 21:41:56 main:574] : INFO : Epoch 1634 | loss: 0.0311558 | val_loss: 0.0311611 | Time: 4810.16 ms
[2022-04-07 21:42:01 main:574] : INFO : Epoch 1635 | loss: 0.0311566 | val_loss: 0.0311605 | Time: 4768.75 ms
[2022-04-07 21:42:06 main:574] : INFO : Epoch 1636 | loss: 0.0311566 | val_loss: 0.0311607 | Time: 4865.69 ms
[2022-04-07 21:42:11 main:574] : INFO : Epoch 1637 | loss: 0.0311546 | val_loss: 0.0311629 | Time: 4981.19 ms
[2022-04-07 21:42:16 main:574] : INFO : Epoch 1638 | loss: 0.031155 | val_loss: 0.0311618 | Time: 4855.66 ms
[2022-04-07 21:42:20 main:574] : INFO : Epoch 1639 | loss: 0.0311532 | val_loss: 0.0311593 | Time: 4775.08 ms
[2022-04-07 21:42:25 main:574] : INFO : Epoch 1640 | loss: 0.0311536 | val_loss: 0.031159 | Time: 4786.72 ms
[2022-04-07 21:42:30 main:574] : INFO : Epoch 1641 | loss: 0.0311536 | val_loss: 0.0311623 | Time: 4812.98 ms
[2022-04-07 21:42:35 main:574] : INFO : Epoch 1642 | loss: 0.0311539 | val_loss: 0.0311596 | Time: 4758.45 ms
[2022-04-07 21:42:40 main:574] : INFO : Epoch 1643 | loss: 0.0311527 | val_loss: 0.0311596 | Time: 4842 ms
[2022-04-07 21:42:44 main:574] : INFO : Epoch 1644 | loss: 0.0311528 | val_loss: 0.0311586 | Time: 4807.64 ms
[2022-04-07 21:42:49 main:574] : INFO : Epoch 1645 | loss: 0.0311516 | val_loss: 0.0311603 | Time: 5042.64 ms
[2022-04-07 21:42:54 main:574] : INFO : Epoch 1646 | loss: 0.0311514 | val_loss: 0.0311604 | Time: 4783.6 ms
[2022-04-07 21:42:59 main:574] : INFO : Epoch 1647 | loss: 0.0311517 | val_loss: 0.0311623 | Time: 4760.89 ms
[2022-04-07 21:43:04 main:574] : INFO : Epoch 1648 | loss: 0.0311515 | val_loss: 0.0311599 | Time: 4799.44 ms
[2022-04-07 21:43:08 main:574] : INFO : Epoch 1649 | loss: 0.0311523 | val_loss: 0.0311591 | Time: 4763.47 ms
[2022-04-07 21:43:13 main:574] : INFO : Epoch 1650 | loss: 0.031151 | val_loss: 0.0311597 | Time: 4786.81 ms
[2022-04-07 21:43:18 main:574] : INFO : Epoch 1651 | loss: 0.0311503 | val_loss: 0.0311602 | Time: 4804.59 ms
[2022-04-07 21:43:23 main:574] : INFO : Epoch 1652 | loss: 0.0311505 | val_loss: 0.0311599 | Time: 4801.89 ms
[2022-04-07 21:43:28 main:574] : INFO : Epoch 1653 | loss: 0.031152 | val_loss: 0.0311662 | Time: 4789.41 ms
[2022-04-07 21:43:33 main:574] : INFO : Epoch 1654 | loss: 0.031168 | val_loss: 0.0311722 | Time: 4789.36 ms
[2022-04-07 21:43:37 main:574] : INFO : Epoch 1655 | loss: 0.0311725 | val_loss: 0.0311717 | Time: 4825.83 ms
[2022-04-07 21:43:42 main:574] : INFO : Epoch 1656 | loss: 0.0311755 | val_loss: 0.0311742 | Time: 4764.91 ms
[2022-04-07 21:43:47 main:574] : INFO : Epoch 1657 | loss: 0.0311781 | val_loss: 0.0311757 | Time: 5039.49 ms
[2022-04-07 21:43:52 main:574] : INFO : Epoch 1658 | loss: 0.0311757 | val_loss: 0.0311761 | Time: 4869.4 ms
[2022-04-07 21:43:57 main:574] : INFO : Epoch 1659 | loss: 0.0311776 | val_loss: 0.0311769 | Time: 4748.03 ms
[2022-04-07 21:44:02 main:574] : INFO : Epoch 1660 | loss: 0.0311777 | val_loss: 0.0311816 | Time: 4748.56 ms
[2022-04-07 21:44:06 main:574] : INFO : Epoch 1661 | loss: 0.0311776 | val_loss: 0.0311797 | Time: 4776.78 ms
[2022-04-07 21:44:11 main:574] : INFO : Epoch 1662 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 4758.7 ms
[2022-04-07 21:44:16 main:574] : INFO : Epoch 1663 | loss: 0.0311749 | val_loss: 0.0311769 | Time: 4772.14 ms
[2022-04-07 21:44:21 main:574] : INFO : Epoch 1664 | loss: 0.0311757 | val_loss: 0.0311776 | Time: 4788.17 ms
[2022-04-07 21:44:25 main:574] : INFO : Epoch 1665 | loss: 0.0311806 | val_loss: 0.0311865 | Time: 4793.41 ms
[2022-04-07 21:44:30 main:574] : INFO : Epoch 1666 | loss: 0.031186 | val_loss: 0.0311859 | Time: 4993.67 ms
[2022-04-07 21:44:35 main:574] : INFO : Epoch 1667 | loss: 0.0311844 | val_loss: 0.0311867 | Time: 4905.38 ms
[2022-04-07 21:44:40 main:574] : INFO : Epoch 1668 | loss: 0.0311828 | val_loss: 0.0311842 | Time: 4709.17 ms
[2022-04-07 21:44:45 main:574] : INFO : Epoch 1669 | loss: 0.0311807 | val_loss: 0.031183 | Time: 4830.78 ms
[2022-04-07 21:44:50 main:574] : INFO : Epoch 1670 | loss: 0.0311793 | val_loss: 0.0311846 | Time: 4895.56 ms
[2022-04-07 21:44:55 main:574] : INFO : Epoch 1671 | loss: 0.0311796 | val_loss: 0.0311841 | Time: 4853.65 ms
[2022-04-07 21:45:00 main:574] : INFO : Epoch 1672 | loss: 0.0311785 | val_loss: 0.0311836 | Time: 4919.23 ms
[2022-04-07 21:45:04 main:574] : INFO : Epoch 1673 | loss: 0.031178 | val_loss: 0.0311831 | Time: 4795.95 ms
[2022-04-07 21:45:09 main:574] : INFO : Epoch 1674 | loss: 0.0311777 | val_loss: 0.0311821 | Time: 4753.56 ms
[2022-04-07 21:45:14 main:574] : INFO : Epoch 1675 | loss: 0.031177 | val_loss: 0.0311838 | Time: 4851.5 ms
[2022-04-07 21:45:19 main:574] : INFO : Epoch 1676 | loss: 0.0311758 | val_loss: 0.0311818 | Time: 4751.2 ms
[2022-04-07 21:45:24 main:574] : INFO : Epoch 1677 | loss: 0.0311755 | val_loss: 0.031181 | Time: 4795.87 ms
[2022-04-07 21:45:28 main:574] : INFO : Epoch 1678 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 4758.51 ms
[2022-04-07 21:45:33 main:574] : INFO : Epoch 1679 | loss: 0.0311756 | val_loss: 0.0311832 | Time: 4752.51 ms
[2022-04-07 21:45:38 main:574] : INFO : Epoch 1680 | loss: 0.0311742 | val_loss: 0.0311808 | Time: 4829.13 ms
[2022-04-07 21:45:43 main:574] : INFO : Epoch 1681 | loss: 0.0311741 | val_loss: 0.0311806 | Time: 4836.47 ms
[2022-04-07 21:45:48 main:574] : INFO : Epoch 1682 | loss: 0.0311741 | val_loss: 0.0311819 | Time: 4946.97 ms
[2022-04-07 21:45:53 main:574] : INFO : Epoch 1683 | loss: 0.0311744 | val_loss: 0.0311793 | Time: 4793.92 ms
[2022-04-07 21:45:57 main:574] : INFO : Epoch 1684 | loss: 0.0311737 | val_loss: 0.0311831 | Time: 4779.32 ms
[2022-04-07 21:46:02 main:574] : INFO : Epoch 1685 | loss: 0.0311744 | val_loss: 0.0311823 | Time: 4830.69 ms
[2022-04-07 21:46:07 main:574] : INFO : Epoch 1686 | loss: 0.0311743 | val_loss: 0.031183 | Time: 4741.52 ms
[2022-04-07 21:46:12 main:574] : INFO : Epoch 1687 | loss: 0.0311724 | val_loss: 0.0311802 | Time: 4770.23 ms
[2022-04-07 21:46:17 main:574] : INFO : Epoch 1688 | loss: 0.0311722 | val_loss: 0.0311806 | Time: 4928.92 ms
[2022-04-07 21:46:22 main:574] : INFO : Epoch 1689 | loss: 0.0311737 | val_loss: 0.0311814 | Time: 4957.94 ms
[2022-04-07 21:46:26 main:574] : INFO : Epoch 1690 | loss: 0.031175 | val_loss: 0.0311794 | Time: 4820.34 ms
[2022-04-07 21:46:31 main:574] : INFO : Epoch 1691 | loss: 0.0311745 | val_loss: 0.0311776 | Time: 4782.83 ms
[2022-04-07 21:46:36 main:574] : INFO : Epoch 1692 | loss: 0.0311729 | val_loss: 0.0311793 | Time: 4785.57 ms
[2022-04-07 21:46:41 main:574] : INFO : Epoch 1693 | loss: 0.0311722 | val_loss: 0.0311781 | Time: 4815.31 ms
[2022-04-07 21:46:46 main:574] : INFO : Epoch 1694 | loss: 0.0311723 | val_loss: 0.0311796 | Time: 4785.5 ms
[2022-04-07 21:46:50 main:574] : INFO : Epoch 1695 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 4760.85 ms
[2022-04-07 21:46:55 main:574] : INFO : Epoch 1696 | loss: 0.0311715 | val_loss: 0.0311792 | Time: 4758.29 ms
[2022-04-07 21:47:00 main:574] : INFO : Epoch 1697 | loss: 0.0311718 | val_loss: 0.0311789 | Time: 4744.43 ms
[2022-04-07 21:47:05 main:574] : INFO : Epoch 1698 | loss: 0.0311717 | val_loss: 0.0311786 | Time: 4730.69 ms
[2022-04-07 21:47:09 main:574] : INFO : Epoch 1699 | loss: 0.0311726 | val_loss: 0.0311789 | Time: 4805.7 ms
[2022-04-07 21:47:14 main:574] : INFO : Epoch 1700 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 4772.42 ms
[2022-04-07 21:47:19 main:574] : INFO : Epoch 1701 | loss: 0.0311713 | val_loss: 0.0311815 | Time: 4845.15 ms
[2022-04-07 21:47:24 main:574] : INFO : Epoch 1702 | loss: 0.0311721 | val_loss: 0.03118 | Time: 4969.89 ms
[2022-04-07 21:47:29 main:574] : INFO : Epoch 1703 | loss: 0.0311722 | val_loss: 0.0311825 | Time: 4795.46 ms
[2022-04-07 21:47:34 main:574] : INFO : Epoch 1704 | loss: 0.0311815 | val_loss: 0.0311835 | Time: 4781.35 ms
[2022-04-07 21:47:38 main:574] : INFO : Epoch 1705 | loss: 0.0311801 | val_loss: 0.0311816 | Time: 4751.39 ms
[2022-04-07 21:47:43 main:574] : INFO : Epoch 1706 | loss: 0.0311784 | val_loss: 0.0311828 | Time: 4804.96 ms
[2022-04-07 21:47:48 main:574] : INFO : Epoch 1707 | loss: 0.0311782 | val_loss: 0.031183 | Time: 4824.84 ms
[2022-04-07 21:47:53 main:574] : INFO : Epoch 1708 | loss: 0.0311773 | val_loss: 0.0311784 | Time: 4830.1 ms
[2022-04-07 21:47:58 main:574] : INFO : Epoch 1709 | loss: 0.0311787 | val_loss: 0.0311814 | Time: 4774.28 ms
[2022-04-07 21:48:02 main:574] : INFO : Epoch 1710 | loss: 0.0311759 | val_loss: 0.0311792 | Time: 4769.07 ms
[2022-04-07 21:48:07 main:574] : INFO : Epoch 1711 | loss: 0.0311752 | val_loss: 0.031179 | Time: 4799.76 ms
[2022-04-07 21:48:12 main:574] : INFO : Epoch 1712 | loss: 0.0311759 | val_loss: 0.0311787 | Time: 4775.6 ms
[2022-04-07 21:48:17 main:574] : INFO : Epoch 1713 | loss: 0.0311777 | val_loss: 0.0311798 | Time: 4789.24 ms
[2022-04-07 21:48:22 main:574] : INFO : Epoch 1714 | loss: 0.0311771 | val_loss: 0.0311784 | Time: 4738.11 ms
[2022-04-07 21:48:26 main:574] : INFO : Epoch 1715 | loss: 0.0311755 | val_loss: 0.0311772 | Time: 4718.48 ms
[2022-04-07 21:48:31 main:574] : INFO : Epoch 1716 | loss: 0.0311748 | val_loss: 0.0311774 | Time: 4755.39 ms
[2022-04-07 21:48:36 main:574] : INFO : Epoch 1717 | loss: 0.0311745 | val_loss: 0.0311775 | Time: 4815.86 ms
[2022-04-07 21:48:41 main:574] : INFO : Epoch 1718 | loss: 0.0311739 | val_loss: 0.0311766 | Time: 5182.33 ms
[2022-04-07 21:48:46 main:574] : INFO : Epoch 1719 | loss: 0.0311747 | val_loss: 0.0311767 | Time: 4912.58 ms
[2022-04-07 21:48:51 main:574] : INFO : Epoch 1720 | loss: 0.031174 | val_loss: 0.031178 | Time: 5004.21 ms
[2022-04-07 21:48:56 main:574] : INFO : Epoch 1721 | loss: 0.0311734 | val_loss: 0.031177 | Time: 4711.48 ms
[2022-04-07 21:49:00 main:574] : INFO : Epoch 1722 | loss: 0.0311726 | val_loss: 0.0311753 | Time: 4799.89 ms
[2022-04-07 21:49:05 main:574] : INFO : Epoch 1723 | loss: 0.0311726 | val_loss: 0.0311761 | Time: 4748.73 ms
[2022-04-07 21:49:10 main:574] : INFO : Epoch 1724 | loss: 0.0311727 | val_loss: 0.0311783 | Time: 4784.99 ms
[2022-04-07 21:49:15 main:574] : INFO : Epoch 1725 | loss: 0.0311743 | val_loss: 0.031179 | Time: 4828.52 ms
[2022-04-07 21:49:20 main:574] : INFO : Epoch 1726 | loss: 0.0311735 | val_loss: 0.0311777 | Time: 4797.12 ms
[2022-04-07 21:49:24 main:574] : INFO : Epoch 1727 | loss: 0.0311735 | val_loss: 0.0311754 | Time: 4752.78 ms
[2022-04-07 21:49:29 main:574] : INFO : Epoch 1728 | loss: 0.0311715 | val_loss: 0.0311746 | Time: 4819.54 ms
[2022-04-07 21:49:34 main:574] : INFO : Epoch 1729 | loss: 0.031172 | val_loss: 0.0311754 | Time: 4751.12 ms
[2022-04-07 21:49:39 main:574] : INFO : Epoch 1730 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 4766.29 ms
[2022-04-07 21:49:44 main:574] : INFO : Epoch 1731 | loss: 0.0311716 | val_loss: 0.0311773 | Time: 4733.31 ms
[2022-04-07 21:49:48 main:574] : INFO : Epoch 1732 | loss: 0.0311716 | val_loss: 0.0311759 | Time: 4784.9 ms
[2022-04-07 21:49:53 main:574] : INFO : Epoch 1733 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 4777.72 ms
[2022-04-07 21:49:58 main:574] : INFO : Epoch 1734 | loss: 0.0311716 | val_loss: 0.0311755 | Time: 4736.53 ms
[2022-04-07 21:50:03 main:574] : INFO : Epoch 1735 | loss: 0.0311711 | val_loss: 0.0311745 | Time: 4791.94 ms
[2022-04-07 21:50:07 main:574] : INFO : Epoch 1736 | loss: 0.03117 | val_loss: 0.0311746 | Time: 4800.16 ms
[2022-04-07 21:50:12 main:574] : INFO : Epoch 1737 | loss: 0.0311698 | val_loss: 0.0311768 | Time: 4791.07 ms
[2022-04-07 21:50:17 main:574] : INFO : Epoch 1738 | loss: 0.0311721 | val_loss: 0.03118 | Time: 4703.43 ms
[2022-04-07 21:50:22 main:574] : INFO : Epoch 1739 | loss: 0.0311737 | val_loss: 0.0311775 | Time: 4763.47 ms
[2022-04-07 21:50:26 main:574] : INFO : Epoch 1740 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 4740.05 ms
[2022-04-07 21:50:31 main:574] : INFO : Epoch 1741 | loss: 0.0311754 | val_loss: 0.031179 | Time: 4804.06 ms
[2022-04-07 21:50:36 main:574] : INFO : Epoch 1742 | loss: 0.0311722 | val_loss: 0.0311765 | Time: 4763.35 ms
[2022-04-07 21:50:41 main:574] : INFO : Epoch 1743 | loss: 0.0311713 | val_loss: 0.0311803 | Time: 4743.72 ms
[2022-04-07 21:50:46 main:574] : INFO : Epoch 1744 | loss: 0.031174 | val_loss: 0.0311756 | Time: 4738.77 ms
[2022-04-07 21:50:50 main:574] : INFO : Epoch 1745 | loss: 0.0311743 | val_loss: 0.0311775 | Time: 4763.41 ms
[2022-04-07 21:50:55 main:574] : INFO : Epoch 1746 | loss: 0.0311707 | val_loss: 0.0311772 | Time: 4751.72 ms
[2022-04-07 21:51:00 main:574] : INFO : Epoch 1747 | loss: 0.0311703 | val_loss: 0.0311783 | Time: 4707.19 ms
[2022-04-07 21:51:05 main:574] : INFO : Epoch 1748 | loss: 0.0311706 | val_loss: 0.0311749 | Time: 4781.11 ms
[2022-04-07 21:51:09 main:574] : INFO : Epoch 1749 | loss: 0.0311702 | val_loss: 0.0311753 | Time: 4836.09 ms
[2022-04-07 21:51:14 main:574] : INFO : Epoch 1750 | loss: 0.0311715 | val_loss: 0.0311758 | Time: 4821.58 ms
[2022-04-07 21:51:19 main:574] : INFO : Epoch 1751 | loss: 0.0311701 | val_loss: 0.031175 | Time: 4743.22 ms
[2022-04-07 21:51:24 main:574] : INFO : Epoch 1752 | loss: 0.0311693 | val_loss: 0.0311752 | Time: 4935.97 ms
[2022-04-07 21:51:29 main:574] : INFO : Epoch 1753 | loss: 0.0311695 | val_loss: 0.031178 | Time: 4899.62 ms
[2022-04-07 21:51:34 main:574] : INFO : Epoch 1754 | loss: 0.0311713 | val_loss: 0.0311781 | Time: 4880.11 ms
[2022-04-07 21:51:39 main:574] : INFO : Epoch 1755 | loss: 0.0311715 | val_loss: 0.0311749 | Time: 4941.39 ms
[2022-04-07 21:51:44 main:574] : INFO : Epoch 1756 | loss: 0.0311697 | val_loss: 0.0311748 | Time: 5216.5 ms
[2022-04-07 21:51:49 main:574] : INFO : Epoch 1757 | loss: 0.0311712 | val_loss: 0.0311767 | Time: 4902.56 ms
[2022-04-07 21:51:54 main:574] : INFO : Epoch 1758 | loss: 0.0311705 | val_loss: 0.0311758 | Time: 4791.73 ms
[2022-04-07 21:51:58 main:574] : INFO : Epoch 1759 | loss: 0.03117 | val_loss: 0.0311744 | Time: 4821.16 ms
[2022-04-07 21:52:03 main:574] : INFO : Epoch 1760 | loss: 0.0311694 | val_loss: 0.031177 | Time: 4749.35 ms
[2022-04-07 21:52:08 main:574] : INFO : Epoch 1761 | loss: 0.0311705 | val_loss: 0.0311765 | Time: 4941.43 ms
[2022-04-07 21:52:13 main:574] : INFO : Epoch 1762 | loss: 0.0311706 | val_loss: 0.0311775 | Time: 4795.67 ms
[2022-04-07 21:52:18 main:574] : INFO : Epoch 1763 | loss: 0.0311699 | val_loss: 0.0311778 | Time: 4786.64 ms
[2022-04-07 21:52:23 main:574] : INFO : Epoch 1764 | loss: 0.031168 | val_loss: 0.031175 | Time: 4795.24 ms
[2022-04-07 21:52:27 main:574] : INFO : Epoch 1765 | loss: 0.0311683 | val_loss: 0.0311775 | Time: 4734.67 ms
[2022-04-07 21:52:32 main:574] : INFO : Epoch 1766 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 4766.02 ms
[2022-04-07 21:52:37 main:574] : INFO : Epoch 1767 | loss: 0.0311677 | val_loss: 0.0311751 | Time: 4756.92 ms
[2022-04-07 21:52:42 main:574] : INFO : Epoch 1768 | loss: 0.0311677 | val_loss: 0.0311775 | Time: 4762.01 ms
[2022-04-07 21:52:46 main:574] : INFO : Epoch 1769 | loss: 0.0311693 | val_loss: 0.0311802 | Time: 4809.72 ms
[2022-04-07 21:52:51 main:574] : INFO : Epoch 1770 | loss: 0.0311688 | val_loss: 0.0311782 | Time: 4629.72 ms
[2022-04-07 21:52:56 main:574] : INFO : Epoch 1771 | loss: 0.0311678 | val_loss: 0.0311742 | Time: 5128.88 ms
[2022-04-07 21:53:01 main:574] : INFO : Epoch 1772 | loss: 0.0311671 | val_loss: 0.0311765 | Time: 4831.17 ms
[2022-04-07 21:53:06 main:574] : INFO : Epoch 1773 | loss: 0.0311677 | val_loss: 0.0311751 | Time: 4956.21 ms
[2022-04-07 21:53:11 main:574] : INFO : Epoch 1774 | loss: 0.0311698 | val_loss: 0.0311787 | Time: 4779.87 ms
[2022-04-07 21:53:16 main:574] : INFO : Epoch 1775 | loss: 0.0311685 | val_loss: 0.0311763 | Time: 4782.66 ms
[2022-04-07 21:53:20 main:574] : INFO : Epoch 1776 | loss: 0.0311664 | val_loss: 0.0311751 | Time: 4776.28 ms
[2022-04-07 21:53:25 main:574] : INFO : Epoch 1777 | loss: 0.0311668 | val_loss: 0.0311771 | Time: 4819.98 ms
[2022-04-07 21:53:30 main:574] : INFO : Epoch 1778 | loss: 0.0311679 | val_loss: 0.0311801 | Time: 4839.95 ms
[2022-04-07 21:53:35 main:574] : INFO : Epoch 1779 | loss: 0.0311681 | val_loss: 0.0311753 | Time: 4802.67 ms
[2022-04-07 21:53:40 main:574] : INFO : Epoch 1780 | loss: 0.0311665 | val_loss: 0.0311766 | Time: 4811.59 ms
[2022-04-07 21:53:44 main:574] : INFO : Epoch 1781 | loss: 0.031167 | val_loss: 0.0311759 | Time: 4784.92 ms
[2022-04-07 21:53:49 main:574] : INFO : Epoch 1782 | loss: 0.031168 | val_loss: 0.0311771 | Time: 4740.32 ms
[2022-04-07 21:53:54 main:574] : INFO : Epoch 1783 | loss: 0.0311691 | val_loss: 0.0311749 | Time: 4763.49 ms
[2022-04-07 21:53:59 main:574] : INFO : Epoch 1784 | loss: 0.0311675 | val_loss: 0.0311783 | Time: 4803.09 ms
[2022-04-07 21:54:04 main:574] : INFO : Epoch 1785 | loss: 0.0311679 | val_loss: 0.0311778 | Time: 4936.86 ms
[2022-04-07 21:54:08 main:574] : INFO : Epoch 1786 | loss: 0.0311712 | val_loss: 0.0311767 | Time: 4780.99 ms
[2022-04-07 21:54:13 main:574] : INFO : Epoch 1787 | loss: 0.0311667 | val_loss: 0.0311783 | Time: 4817.9 ms
[2022-04-07 21:54:18 main:574] : INFO : Epoch 1788 | loss: 0.0311662 | val_loss: 0.031178 | Time: 4852.92 ms
[2022-04-07 21:54:23 main:574] : INFO : Epoch 1789 | loss: 0.0311662 | val_loss: 0.0311754 | Time: 4837.38 ms
[2022-04-07 21:54:28 main:574] : INFO : Epoch 1790 | loss: 0.0311662 | val_loss: 0.0311767 | Time: 4792.15 ms
[2022-04-07 21:54:33 main:574] : INFO : Epoch 1791 | loss: 0.0311686 | val_loss: 0.0311857 | Time: 4789.74 ms
[2022-04-07 21:54:37 main:574] : INFO : Epoch 1792 | loss: 0.03117 | val_loss: 0.0311756 | Time: 4768.46 ms
[2022-04-07 21:54:42 main:574] : INFO : Epoch 1793 | loss: 0.0311681 | val_loss: 0.0311772 | Time: 4764.37 ms
[2022-04-07 21:54:47 main:574] : INFO : Epoch 1794 | loss: 0.0311682 | val_loss: 0.0311745 | Time: 5059.23 ms
[2022-04-07 21:54:52 main:574] : INFO : Epoch 1795 | loss: 0.0311666 | val_loss: 0.0311765 | Time: 4856.38 ms
[2022-04-07 21:54:57 main:574] : INFO : Epoch 1796 | loss: 0.0311673 | val_loss: 0.0311748 | Time: 4759.34 ms
[2022-04-07 21:55:02 main:574] : INFO : Epoch 1797 | loss: 0.0311649 | val_loss: 0.0311747 | Time: 4714.86 ms
[2022-04-07 21:55:06 main:574] : INFO : Epoch 1798 | loss: 0.0311693 | val_loss: 0.0311784 | Time: 4771.46 ms
[2022-04-07 21:55:11 main:574] : INFO : Epoch 1799 | loss: 0.0311694 | val_loss: 0.0311776 | Time: 4806.47 ms
[2022-04-07 21:55:16 main:574] : INFO : Epoch 1800 | loss: 0.0311718 | val_loss: 0.0311794 | Time: 4751.26 ms
[2022-04-07 21:55:21 main:574] : INFO : Epoch 1801 | loss: 0.0311687 | val_loss: 0.0311766 | Time: 4796.09 ms
[2022-04-07 21:55:25 main:574] : INFO : Epoch 1802 | loss: 0.0311696 | val_loss: 0.0311758 | Time: 4807.06 ms
[2022-04-07 21:55:30 main:574] : INFO : Epoch 1803 | loss: 0.0311671 | val_loss: 0.0311769 | Time: 4871.99 ms
[2022-04-07 21:55:35 main:574] : INFO : Epoch 1804 | loss: 0.0311675 | val_loss: 0.0311765 | Time: 4755.22 ms
[2022-04-07 21:55:40 main:574] : INFO : Epoch 1805 | loss: 0.0311663 | val_loss: 0.0311752 | Time: 4784.55 ms
[2022-04-07 21:55:45 main:574] : INFO : Epoch 1806 | loss: 0.0311666 | val_loss: 0.0311751 | Time: 4822.35 ms
[2022-04-07 21:55:50 main:574] : INFO : Epoch 1807 | loss: 0.0311654 | val_loss: 0.0311762 | Time: 4765.7 ms
[2022-04-07 21:55:54 main:574] : INFO : Epoch 1808 | loss: 0.0311648 | val_loss: 0.0311775 | Time: 4822.15 ms
[2022-04-07 21:55:59 main:574] : INFO : Epoch 1809 | loss: 0.0311688 | val_loss: 0.0311764 | Time: 4826.78 ms
[2022-04-07 21:56:04 main:574] : INFO : Epoch 1810 | loss: 0.0311666 | val_loss: 0.0311768 | Time: 4808.05 ms
[2022-04-07 21:56:09 main:574] : INFO : Epoch 1811 | loss: 0.0311657 | val_loss: 0.0311761 | Time: 4782.18 ms
[2022-04-07 21:56:14 main:574] : INFO : Epoch 1812 | loss: 0.0311655 | val_loss: 0.0311776 | Time: 4844.18 ms
[2022-04-07 21:56:18 main:574] : INFO : Epoch 1813 | loss: 0.0311647 | val_loss: 0.0311781 | Time: 4818.32 ms
[2022-04-07 21:56:23 main:574] : INFO : Epoch 1814 | loss: 0.0311667 | val_loss: 0.0311779 | Time: 4819.26 ms
[2022-04-07 21:56:28 main:574] : INFO : Epoch 1815 | loss: 0.0311661 | val_loss: 0.0311776 | Time: 4829.43 ms
[2022-04-07 21:56:33 main:574] : INFO : Epoch 1816 | loss: 0.0311645 | val_loss: 0.0311744 | Time: 4860.1 ms
[2022-04-07 21:56:38 main:574] : INFO : Epoch 1817 | loss: 0.031164 | val_loss: 0.0311732 | Time: 5027.53 ms
[2022-04-07 21:56:43 main:574] : INFO : Epoch 1818 | loss: 0.0311644 | val_loss: 0.0311837 | Time: 4825.78 ms
[2022-04-07 21:56:48 main:574] : INFO : Epoch 1819 | loss: 0.031168 | val_loss: 0.0311757 | Time: 4875.94 ms
[2022-04-07 21:56:53 main:574] : INFO : Epoch 1820 | loss: 0.0311645 | val_loss: 0.0311758 | Time: 5083.28 ms
[2022-04-07 21:56:58 main:574] : INFO : Epoch 1821 | loss: 0.0311653 | val_loss: 0.0311751 | Time: 4777.22 ms
[2022-04-07 21:57:02 main:574] : INFO : Epoch 1822 | loss: 0.0311647 | val_loss: 0.0311766 | Time: 4771.69 ms
[2022-04-07 21:57:07 main:574] : INFO : Epoch 1823 | loss: 0.0311651 | val_loss: 0.0311768 | Time: 4825.37 ms
[2022-04-07 21:57:12 main:574] : INFO : Epoch 1824 | loss: 0.0311625 | val_loss: 0.031175 | Time: 4786.4 ms
[2022-04-07 21:57:17 main:574] : INFO : Epoch 1825 | loss: 0.0311628 | val_loss: 0.0311794 | Time: 4813.74 ms
[2022-04-07 21:57:22 main:574] : INFO : Epoch 1826 | loss: 0.0311643 | val_loss: 0.0311759 | Time: 4810.09 ms
[2022-04-07 21:57:26 main:574] : INFO : Epoch 1827 | loss: 0.031164 | val_loss: 0.031176 | Time: 4793.65 ms
[2022-04-07 21:57:31 main:574] : INFO : Epoch 1828 | loss: 0.0311664 | val_loss: 0.0311735 | Time: 4815.62 ms
[2022-04-07 21:57:36 main:574] : INFO : Epoch 1829 | loss: 0.0311659 | val_loss: 0.0311805 | Time: 4799.8 ms
[2022-04-07 21:57:41 main:574] : INFO : Epoch 1830 | loss: 0.0311775 | val_loss: 0.0311842 | Time: 4797.99 ms
[2022-04-07 21:57:46 main:574] : INFO : Epoch 1831 | loss: 0.0311794 | val_loss: 0.0311819 | Time: 4806.56 ms
[2022-04-07 21:57:50 main:574] : INFO : Epoch 1832 | loss: 0.0311762 | val_loss: 0.0311795 | Time: 4807.62 ms
[2022-04-07 21:57:55 main:574] : INFO : Epoch 1833 | loss: 0.0311755 | val_loss: 0.0311803 | Time: 4720.41 ms
[2022-04-07 21:58:00 main:574] : INFO : Epoch 1834 | loss: 0.0311725 | val_loss: 0.0311774 | Time: 4819.14 ms
[2022-04-07 21:58:05 main:574] : INFO : Epoch 1835 | loss: 0.0311721 | val_loss: 0.0311789 | Time: 4851.06 ms
[2022-04-07 21:58:10 main:574] : INFO : Epoch 1836 | loss: 0.0311732 | val_loss: 0.0311757 | Time: 4776.42 ms
[2022-04-07 21:58:14 main:574] : INFO : Epoch 1837 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 4808.88 ms
[2022-04-07 21:58:19 main:574] : INFO : Epoch 1838 | loss: 0.0311704 | val_loss: 0.0311791 | Time: 4913.71 ms
[2022-04-07 21:58:24 main:574] : INFO : Epoch 1839 | loss: 0.0311717 | val_loss: 0.0311749 | Time: 4840.78 ms
[2022-04-07 21:58:29 main:574] : INFO : Epoch 1840 | loss: 0.0311702 | val_loss: 0.0311775 | Time: 4737.98 ms
[2022-04-07 21:58:34 main:574] : INFO : Epoch 1841 | loss: 0.031174 | val_loss: 0.0311773 | Time: 4767.84 ms
[2022-04-07 21:58:39 main:574] : INFO : Epoch 1842 | loss: 0.0311734 | val_loss: 0.031175 | Time: 4842.16 ms
[2022-04-07 21:58:43 main:574] : INFO : Epoch 1843 | loss: 0.0311705 | val_loss: 0.031178 | Time: 4823.62 ms
[2022-04-07 21:58:48 main:574] : INFO : Epoch 1844 | loss: 0.0311715 | val_loss: 0.0311756 | Time: 4779.33 ms
[2022-04-07 21:58:53 main:574] : INFO : Epoch 1845 | loss: 0.0311712 | val_loss: 0.0311732 | Time: 4797.01 ms
[2022-04-07 21:58:58 main:574] : INFO : Epoch 1846 | loss: 0.0311724 | val_loss: 0.0311754 | Time: 4806.97 ms
[2022-04-07 21:59:03 main:574] : INFO : Epoch 1847 | loss: 0.0311699 | val_loss: 0.0311727 | Time: 4772.43 ms
[2022-04-07 21:59:07 main:574] : INFO : Epoch 1848 | loss: 0.031169 | val_loss: 0.0311729 | Time: 4786.98 ms
[2022-04-07 21:59:12 main:574] : INFO : Epoch 1849 | loss: 0.0311693 | val_loss: 0.0311728 | Time: 4762.9 ms
[2022-04-07 21:59:17 main:574] : INFO : Epoch 1850 | loss: 0.0311693 | val_loss: 0.0311763 | Time: 4774.06 ms
[2022-04-07 21:59:22 main:574] : INFO : Epoch 1851 | loss: 0.0311692 | val_loss: 0.0311766 | Time: 4770.5 ms
[2022-04-07 21:59:27 main:574] : INFO : Epoch 1852 | loss: 0.0311718 | val_loss: 0.0311739 | Time: 4791.71 ms
[2022-04-07 21:59:31 main:574] : INFO : Epoch 1853 | loss: 0.0311695 | val_loss: 0.0311711 | Time: 4715.48 ms
[2022-04-07 21:59:36 main:574] : INFO : Epoch 1854 | loss: 0.0311681 | val_loss: 0.0311727 | Time: 4798.05 ms
[2022-04-07 21:59:41 main:574] : INFO : Epoch 1855 | loss: 0.0311673 | val_loss: 0.0311752 | Time: 4818.57 ms
[2022-04-07 21:59:46 main:574] : INFO : Epoch 1856 | loss: 0.0311668 | val_loss: 0.0311725 | Time: 4800.42 ms
[2022-04-07 21:59:50 main:574] : INFO : Epoch 1857 | loss: 0.0311655 | val_loss: 0.0311706 | Time: 4756.25 ms
[2022-04-07 21:59:55 main:574] : INFO : Epoch 1858 | loss: 0.0311651 | val_loss: 0.0311751 | Time: 4791.59 ms
[2022-04-07 22:00:00 main:574] : INFO : Epoch 1859 | loss: 0.0311684 | val_loss: 0.0311762 | Time: 4723.97 ms
[2022-04-07 22:00:05 main:574] : INFO : Epoch 1860 | loss: 0.0311728 | val_loss: 0.0311756 | Time: 4745.86 ms
[2022-04-07 22:00:09 main:574] : INFO : Epoch 1861 | loss: 0.031171 | val_loss: 0.0311752 | Time: 4727.45 ms
[2022-04-07 22:00:14 main:574] : INFO : Epoch 1862 | loss: 0.0311727 | val_loss: 0.0311728 | Time: 4776.03 ms
[2022-04-07 22:00:19 main:574] : INFO : Epoch 1863 | loss: 0.0311702 | val_loss: 0.031173 | Time: 4721.23 ms
[2022-04-07 22:00:24 main:574] : INFO : Epoch 1864 | loss: 0.031168 | val_loss: 0.0311723 | Time: 4791.86 ms
[2022-04-07 22:00:29 main:574] : INFO : Epoch 1865 | loss: 0.031168 | val_loss: 0.0311712 | Time: 4805.97 ms
[2022-04-07 22:00:34 main:574] : INFO : Epoch 1866 | loss: 0.0311706 | val_loss: 0.0311732 | Time: 4928.52 ms
[2022-04-07 22:00:39 main:574] : INFO : Epoch 1867 | loss: 0.0311675 | val_loss: 0.0311715 | Time: 5015.53 ms
[2022-04-07 22:00:43 main:574] : INFO : Epoch 1868 | loss: 0.0311674 | val_loss: 0.0311731 | Time: 4837.56 ms
[2022-04-07 22:00:48 main:574] : INFO : Epoch 1869 | loss: 0.0311665 | val_loss: 0.0311757 | Time: 4769.72 ms
[2022-04-07 22:00:53 main:574] : INFO : Epoch 1870 | loss: 0.0311657 | val_loss: 0.0311717 | Time: 4675.08 ms
[2022-04-07 22:00:58 main:574] : INFO : Epoch 1871 | loss: 0.0311656 | val_loss: 0.0311724 | Time: 4819.31 ms
[2022-04-07 22:01:03 main:574] : INFO : Epoch 1872 | loss: 0.0311649 | val_loss: 0.0311719 | Time: 5042.98 ms
[2022-04-07 22:01:07 main:574] : INFO : Epoch 1873 | loss: 0.0311645 | val_loss: 0.031174 | Time: 4783.3 ms
[2022-04-07 22:01:12 main:574] : INFO : Epoch 1874 | loss: 0.031165 | val_loss: 0.0311757 | Time: 4802.61 ms
[2022-04-07 22:01:17 main:574] : INFO : Epoch 1875 | loss: 0.0311649 | val_loss: 0.0311724 | Time: 4779.43 ms
[2022-04-07 22:01:22 main:574] : INFO : Epoch 1876 | loss: 0.0311643 | val_loss: 0.0311714 | Time: 4758.82 ms
[2022-04-07 22:01:27 main:574] : INFO : Epoch 1877 | loss: 0.0311656 | val_loss: 0.0311715 | Time: 4774.71 ms
[2022-04-07 22:01:31 main:574] : INFO : Epoch 1878 | loss: 0.0311652 | val_loss: 0.0311689 | Time: 4802.92 ms
[2022-04-07 22:01:36 main:574] : INFO : Epoch 1879 | loss: 0.0311658 | val_loss: 0.0311733 | Time: 4786.46 ms
[2022-04-07 22:01:41 main:574] : INFO : Epoch 1880 | loss: 0.0311646 | val_loss: 0.0311737 | Time: 4806.07 ms
[2022-04-07 22:01:46 main:574] : INFO : Epoch 1881 | loss: 0.0311648 | val_loss: 0.0311705 | Time: 4748 ms
[2022-04-07 22:01:51 main:574] : INFO : Epoch 1882 | loss: 0.0311635 | val_loss: 0.0311704 | Time: 4885.03 ms
[2022-04-07 22:01:55 main:574] : INFO : Epoch 1883 | loss: 0.0311631 | val_loss: 0.0311696 | Time: 4785.85 ms
[2022-04-07 22:02:00 main:574] : INFO : Epoch 1884 | loss: 0.031162 | val_loss: 0.0311687 | Time: 4793.78 ms
[2022-04-07 22:02:05 main:574] : INFO : Epoch 1885 | loss: 0.0311619 | val_loss: 0.0311709 | Time: 4812.46 ms
[2022-04-07 22:02:10 main:574] : INFO : Epoch 1886 | loss: 0.031163 | val_loss: 0.0311735 | Time: 4819.51 ms
[2022-04-07 22:02:15 main:574] : INFO : Epoch 1887 | loss: 0.0311624 | val_loss: 0.0311695 | Time: 4759.72 ms
[2022-04-07 22:02:19 main:574] : INFO : Epoch 1888 | loss: 0.0311609 | val_loss: 0.0311696 | Time: 4763.16 ms
[2022-04-07 22:02:24 main:574] : INFO : Epoch 1889 | loss: 0.0311613 | val_loss: 0.0311695 | Time: 4778.99 ms
[2022-04-07 22:02:29 main:574] : INFO : Epoch 1890 | loss: 0.0311632 | val_loss: 0.0311705 | Time: 4784.79 ms
[2022-04-07 22:02:34 main:574] : INFO : Epoch 1891 | loss: 0.0311653 | val_loss: 0.0311717 | Time: 4793.82 ms
[2022-04-07 22:02:39 main:574] : INFO : Epoch 1892 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 4812.84 ms
[2022-04-07 22:02:44 main:574] : INFO : Epoch 1893 | loss: 0.0311621 | val_loss: 0.0311694 | Time: 4842.74 ms
[2022-04-07 22:02:48 main:574] : INFO : Epoch 1894 | loss: 0.031161 | val_loss: 0.0311701 | Time: 4775.59 ms
[2022-04-07 22:02:53 main:574] : INFO : Epoch 1895 | loss: 0.0311613 | val_loss: 0.0311726 | Time: 4746.95 ms
[2022-04-07 22:02:58 main:574] : INFO : Epoch 1896 | loss: 0.0311618 | val_loss: 0.0311706 | Time: 4874.59 ms
[2022-04-07 22:03:03 main:574] : INFO : Epoch 1897 | loss: 0.0311625 | val_loss: 0.031172 | Time: 4792.75 ms
[2022-04-07 22:03:07 main:574] : INFO : Epoch 1898 | loss: 0.0311618 | val_loss: 0.031173 | Time: 4727.49 ms
[2022-04-07 22:03:12 main:574] : INFO : Epoch 1899 | loss: 0.031161 | val_loss: 0.0311724 | Time: 4762.32 ms
[2022-04-07 22:03:17 main:574] : INFO : Epoch 1900 | loss: 0.031161 | val_loss: 0.0311737 | Time: 4758.69 ms
[2022-04-07 22:03:22 main:574] : INFO : Epoch 1901 | loss: 0.0311611 | val_loss: 0.0311743 | Time: 4823.87 ms
[2022-04-07 22:03:27 main:574] : INFO : Epoch 1902 | loss: 0.0311629 | val_loss: 0.0311737 | Time: 4756.73 ms
[2022-04-07 22:03:31 main:574] : INFO : Epoch 1903 | loss: 0.0311616 | val_loss: 0.0311718 | Time: 4812.47 ms
[2022-04-07 22:03:36 main:574] : INFO : Epoch 1904 | loss: 0.0311617 | val_loss: 0.0311745 | Time: 4857.41 ms
[2022-04-07 22:03:41 main:574] : INFO : Epoch 1905 | loss: 0.0311608 | val_loss: 0.0311727 | Time: 4819.03 ms
[2022-04-07 22:03:46 main:574] : INFO : Epoch 1906 | loss: 0.0311607 | val_loss: 0.0311752 | Time: 5074.78 ms
[2022-04-07 22:03:51 main:574] : INFO : Epoch 1907 | loss: 0.0311622 | val_loss: 0.0311735 | Time: 4850.17 ms
[2022-04-07 22:03:56 main:574] : INFO : Epoch 1908 | loss: 0.0311628 | val_loss: 0.0311751 | Time: 5076.48 ms
[2022-04-07 22:04:01 main:574] : INFO : Epoch 1909 | loss: 0.0311617 | val_loss: 0.0311747 | Time: 5044.18 ms
[2022-04-07 22:04:06 main:574] : INFO : Epoch 1910 | loss: 0.0311618 | val_loss: 0.0311741 | Time: 4790.1 ms
[2022-04-07 22:04:11 main:574] : INFO : Epoch 1911 | loss: 0.031161 | val_loss: 0.0311754 | Time: 4807.71 ms
[2022-04-07 22:04:16 main:574] : INFO : Epoch 1912 | loss: 0.0311621 | val_loss: 0.0311729 | Time: 4800.5 ms
[2022-04-07 22:04:20 main:574] : INFO : Epoch 1913 | loss: 0.0311666 | val_loss: 0.031172 | Time: 4740.2 ms
[2022-04-07 22:04:25 main:574] : INFO : Epoch 1914 | loss: 0.0311667 | val_loss: 0.0311757 | Time: 4756.61 ms
[2022-04-07 22:04:30 main:574] : INFO : Epoch 1915 | loss: 0.031162 | val_loss: 0.03117 | Time: 4802.98 ms
[2022-04-07 22:04:35 main:574] : INFO : Epoch 1916 | loss: 0.0311615 | val_loss: 0.0311711 | Time: 4790.17 ms
[2022-04-07 22:04:40 main:574] : INFO : Epoch 1917 | loss: 0.0311609 | val_loss: 0.0311711 | Time: 4801.98 ms
[2022-04-07 22:04:44 main:574] : INFO : Epoch 1918 | loss: 0.0311625 | val_loss: 0.0311736 | Time: 4750.63 ms
[2022-04-07 22:04:49 main:574] : INFO : Epoch 1919 | loss: 0.0311632 | val_loss: 0.0311713 | Time: 4741.68 ms
[2022-04-07 22:04:54 main:574] : INFO : Epoch 1920 | loss: 0.0311623 | val_loss: 0.0311733 | Time: 4743.84 ms
[2022-04-07 22:04:59 main:574] : INFO : Epoch 1921 | loss: 0.0311636 | val_loss: 0.0311724 | Time: 4793.68 ms
[2022-04-07 22:05:03 main:574] : INFO : Epoch 1922 | loss: 0.0311618 | val_loss: 0.0311717 | Time: 4736.15 ms
[2022-04-07 22:05:08 main:574] : INFO : Epoch 1923 | loss: 0.0311598 | val_loss: 0.0311718 | Time: 4758.13 ms
[2022-04-07 22:05:13 main:574] : INFO : Epoch 1924 | loss: 0.03116 | val_loss: 0.0311748 | Time: 4751.36 ms
[2022-04-07 22:05:18 main:574] : INFO : Epoch 1925 | loss: 0.0311607 | val_loss: 0.0311754 | Time: 4769.87 ms
[2022-04-07 22:05:22 main:574] : INFO : Epoch 1926 | loss: 0.0311613 | val_loss: 0.0311797 | Time: 4770.51 ms
[2022-04-07 22:05:27 main:574] : INFO : Epoch 1927 | loss: 0.0311618 | val_loss: 0.0311716 | Time: 4792.65 ms
[2022-04-07 22:05:32 main:574] : INFO : Epoch 1928 | loss: 0.0311611 | val_loss: 0.0311717 | Time: 4792.19 ms
[2022-04-07 22:05:37 main:574] : INFO : Epoch 1929 | loss: 0.0311596 | val_loss: 0.0311735 | Time: 4784.39 ms
[2022-04-07 22:05:42 main:574] : INFO : Epoch 1930 | loss: 0.0311582 | val_loss: 0.031172 | Time: 4782.17 ms
[2022-04-07 22:05:46 main:574] : INFO : Epoch 1931 | loss: 0.0311583 | val_loss: 0.0311737 | Time: 4816.28 ms
[2022-04-07 22:05:51 main:574] : INFO : Epoch 1932 | loss: 0.0311598 | val_loss: 0.0311733 | Time: 4745.54 ms
[2022-04-07 22:05:56 main:574] : INFO : Epoch 1933 | loss: 0.0311606 | val_loss: 0.0311729 | Time: 4765.23 ms
[2022-04-07 22:06:01 main:574] : INFO : Epoch 1934 | loss: 0.0311624 | val_loss: 0.0311741 | Time: 4774.03 ms
[2022-04-07 22:06:06 main:574] : INFO : Epoch 1935 | loss: 0.0311624 | val_loss: 0.0311765 | Time: 4832.16 ms
[2022-04-07 22:06:10 main:574] : INFO : Epoch 1936 | loss: 0.0311641 | val_loss: 0.0311754 | Time: 4860.11 ms
[2022-04-07 22:06:15 main:574] : INFO : Epoch 1937 | loss: 0.031163 | val_loss: 0.0311732 | Time: 4887.61 ms
[2022-04-07 22:06:20 main:574] : INFO : Epoch 1938 | loss: 0.031162 | val_loss: 0.0311754 | Time: 4816.91 ms
[2022-04-07 22:06:25 main:574] : INFO : Epoch 1939 | loss: 0.031161 | val_loss: 0.0311745 | Time: 4829.59 ms
[2022-04-07 22:06:30 main:574] : INFO : Epoch 1940 | loss: 0.0311599 | val_loss: 0.0311762 | Time: 4775.11 ms
[2022-04-07 22:06:35 main:574] : INFO : Epoch 1941 | loss: 0.0311597 | val_loss: 0.0311767 | Time: 4776.18 ms
[2022-04-07 22:06:39 main:574] : INFO : Epoch 1942 | loss: 0.0311609 | val_loss: 0.031177 | Time: 4774.7 ms
[2022-04-07 22:06:44 main:574] : INFO : Epoch 1943 | loss: 0.0311589 | val_loss: 0.0311745 | Time: 4777.91 ms
[2022-04-07 22:06:49 main:574] : INFO : Epoch 1944 | loss: 0.0311603 | val_loss: 0.0311771 | Time: 4816.76 ms
[2022-04-07 22:06:54 main:574] : INFO : Epoch 1945 | loss: 0.0311594 | val_loss: 0.0311719 | Time: 4777.21 ms
[2022-04-07 22:06:59 main:574] : INFO : Epoch 1946 | loss: 0.0311583 | val_loss: 0.0311732 | Time: 4817.07 ms
[2022-04-07 22:07:03 main:574] : INFO : Epoch 1947 | loss: 0.0311598 | val_loss: 0.0311724 | Time: 4818.79 ms
[2022-04-07 22:07:08 main:574] : INFO : Epoch 1948 | loss: 0.0311599 | val_loss: 0.0311784 | Time: 4857.93 ms
[2022-04-07 22:07:13 main:574] : INFO : Epoch 1949 | loss: 0.0311624 | val_loss: 0.0311788 | Time: 4816.38 ms
[2022-04-07 22:07:18 main:574] : INFO : Epoch 1950 | loss: 0.0311616 | val_loss: 0.0311719 | Time: 4841.36 ms
[2022-04-07 22:07:23 main:574] : INFO : Epoch 1951 | loss: 0.0311607 | val_loss: 0.0311737 | Time: 4798.39 ms
[2022-04-07 22:07:27 main:574] : INFO : Epoch 1952 | loss: 0.0311598 | val_loss: 0.0311775 | Time: 4762.03 ms
[2022-04-07 22:07:32 main:574] : INFO : Epoch 1953 | loss: 0.03116 | val_loss: 0.031175 | Time: 4746.32 ms
[2022-04-07 22:07:37 main:574] : INFO : Epoch 1954 | loss: 0.0311603 | val_loss: 0.031174 | Time: 4786.07 ms
[2022-04-07 22:07:42 main:574] : INFO : Epoch 1955 | loss: 0.0311613 | val_loss: 0.0311787 | Time: 4759.77 ms
[2022-04-07 22:07:46 main:574] : INFO : Epoch 1956 | loss: 0.0311619 | val_loss: 0.0311729 | Time: 4737.58 ms
[2022-04-07 22:07:51 main:574] : INFO : Epoch 1957 | loss: 0.0311579 | val_loss: 0.0311716 | Time: 4882.28 ms
[2022-04-07 22:07:56 main:574] : INFO : Epoch 1958 | loss: 0.0311593 | val_loss: 0.0311784 | Time: 4973.79 ms
[2022-04-07 22:08:01 main:574] : INFO : Epoch 1959 | loss: 0.0311573 | val_loss: 0.0311731 | Time: 4775.97 ms
[2022-04-07 22:08:06 main:574] : INFO : Epoch 1960 | loss: 0.0311574 | val_loss: 0.0311742 | Time: 4839.59 ms
[2022-04-07 22:08:11 main:574] : INFO : Epoch 1961 | loss: 0.0311574 | val_loss: 0.0311744 | Time: 4780.77 ms
[2022-04-07 22:08:16 main:574] : INFO : Epoch 1962 | loss: 0.0311586 | val_loss: 0.0311783 | Time: 4760.8 ms
[2022-04-07 22:08:20 main:574] : INFO : Epoch 1963 | loss: 0.0311584 | val_loss: 0.03117 | Time: 4734.6 ms
[2022-04-07 22:08:25 main:574] : INFO : Epoch 1964 | loss: 0.0311576 | val_loss: 0.0311737 | Time: 4765.19 ms
[2022-04-07 22:08:30 main:574] : INFO : Epoch 1965 | loss: 0.031159 | val_loss: 0.0311713 | Time: 4695.35 ms
[2022-04-07 22:08:35 main:574] : INFO : Epoch 1966 | loss: 0.0311589 | val_loss: 0.0311723 | Time: 4834.8 ms
[2022-04-07 22:08:39 main:574] : INFO : Epoch 1967 | loss: 0.0311588 | val_loss: 0.0311718 | Time: 4799.45 ms
[2022-04-07 22:08:44 main:574] : INFO : Epoch 1968 | loss: 0.0311634 | val_loss: 0.0311728 | Time: 4729.76 ms
[2022-04-07 22:08:49 main:574] : INFO : Epoch 1969 | loss: 0.0311601 | val_loss: 0.031174 | Time: 4710.83 ms
[2022-04-07 22:08:54 main:574] : INFO : Epoch 1970 | loss: 0.0311602 | val_loss: 0.0311736 | Time: 4791.08 ms
[2022-04-07 22:08:58 main:574] : INFO : Epoch 1971 | loss: 0.0311597 | val_loss: 0.031173 | Time: 4664.83 ms
[2022-04-07 22:09:03 main:574] : INFO : Epoch 1972 | loss: 0.0311589 | val_loss: 0.0311741 | Time: 4858.71 ms
[2022-04-07 22:09:08 main:574] : INFO : Epoch 1973 | loss: 0.0311583 | val_loss: 0.0311723 | Time: 4817.05 ms
[2022-04-07 22:09:13 main:574] : INFO : Epoch 1974 | loss: 0.0311585 | val_loss: 0.0311712 | Time: 4949.78 ms
[2022-04-07 22:09:18 main:574] : INFO : Epoch 1975 | loss: 0.0311575 | val_loss: 0.03117 | Time: 5143.67 ms
[2022-04-07 22:09:23 main:574] : INFO : Epoch 1976 | loss: 0.0311591 | val_loss: 0.0311692 | Time: 4750.46 ms
[2022-04-07 22:09:28 main:574] : INFO : Epoch 1977 | loss: 0.0311576 | val_loss: 0.0311696 | Time: 4774.3 ms
[2022-04-07 22:09:32 main:574] : INFO : Epoch 1978 | loss: 0.0311579 | val_loss: 0.0311703 | Time: 4740.45 ms
[2022-04-07 22:09:37 main:574] : INFO : Epoch 1979 | loss: 0.0311612 | val_loss: 0.0311748 | Time: 5049.68 ms
[2022-04-07 22:09:42 main:574] : INFO : Epoch 1980 | loss: 0.0311614 | val_loss: 0.0311757 | Time: 4773.22 ms
[2022-04-07 22:09:47 main:574] : INFO : Epoch 1981 | loss: 0.0311632 | val_loss: 0.0311767 | Time: 4725.96 ms
[2022-04-07 22:09:52 main:574] : INFO : Epoch 1982 | loss: 0.0311641 | val_loss: 0.0311761 | Time: 4801.58 ms
[2022-04-07 22:09:56 main:574] : INFO : Epoch 1983 | loss: 0.0311661 | val_loss: 0.0311783 | Time: 4744.25 ms
[2022-04-07 22:10:01 main:574] : INFO : Epoch 1984 | loss: 0.0311646 | val_loss: 0.031173 | Time: 4771.85 ms
[2022-04-07 22:10:06 main:574] : INFO : Epoch 1985 | loss: 0.0311611 | val_loss: 0.0311737 | Time: 4757.96 ms
[2022-04-07 22:10:11 main:574] : INFO : Epoch 1986 | loss: 0.03116 | val_loss: 0.0311755 | Time: 4725 ms
[2022-04-07 22:10:16 main:574] : INFO : Epoch 1987 | loss: 0.0311597 | val_loss: 0.0311724 | Time: 4771.12 ms
[2022-04-07 22:10:20 main:574] : INFO : Epoch 1988 | loss: 0.0311592 | val_loss: 0.0311724 | Time: 4771.49 ms
[2022-04-07 22:10:25 main:574] : INFO : Epoch 1989 | loss: 0.0311591 | val_loss: 0.0311729 | Time: 4776.16 ms
[2022-04-07 22:10:30 main:574] : INFO : Epoch 1990 | loss: 0.0311602 | val_loss: 0.0311762 | Time: 4716.48 ms
[2022-04-07 22:10:35 main:574] : INFO : Epoch 1991 | loss: 0.0311645 | val_loss: 0.0311767 | Time: 4743.08 ms
[2022-04-07 22:10:39 main:574] : INFO : Epoch 1992 | loss: 0.0311621 | val_loss: 0.031174 | Time: 4845.11 ms
[2022-04-07 22:10:44 main:574] : INFO : Epoch 1993 | loss: 0.0311601 | val_loss: 0.031171 | Time: 4728.35 ms
[2022-04-07 22:10:49 main:574] : INFO : Epoch 1994 | loss: 0.0311576 | val_loss: 0.0311741 | Time: 4755.62 ms
[2022-04-07 22:10:54 main:574] : INFO : Epoch 1995 | loss: 0.0311581 | val_loss: 0.0311727 | Time: 4750.84 ms
[2022-04-07 22:10:58 main:574] : INFO : Epoch 1996 | loss: 0.0311585 | val_loss: 0.0311739 | Time: 4747.32 ms
[2022-04-07 22:11:03 main:574] : INFO : Epoch 1997 | loss: 0.0311611 | val_loss: 0.031174 | Time: 4771.57 ms
[2022-04-07 22:11:08 main:574] : INFO : Epoch 1998 | loss: 0.0311618 | val_loss: 0.0311714 | Time: 4721.66 ms
[2022-04-07 22:11:13 main:574] : INFO : Epoch 1999 | loss: 0.0311606 | val_loss: 0.0311737 | Time: 4787.49 ms
[2022-04-07 22:11:18 main:574] : INFO : Epoch 2000 | loss: 0.0311625 | val_loss: 0.031175 | Time: 4826.24 ms
[2022-04-07 22:11:22 main:574] : INFO : Epoch 2001 | loss: 0.0311661 | val_loss: 0.03118 | Time: 4773.82 ms
[2022-04-07 22:11:27 main:574] : INFO : Epoch 2002 | loss: 0.0311651 | val_loss: 0.0311776 | Time: 4761.56 ms
[2022-04-07 22:11:32 main:574] : INFO : Epoch 2003 | loss: 0.0311646 | val_loss: 0.0311721 | Time: 4774.36 ms
[2022-04-07 22:11:37 main:574] : INFO : Epoch 2004 | loss: 0.0311612 | val_loss: 0.0311728 | Time: 4750.57 ms
[2022-04-07 22:11:41 main:574] : INFO : Epoch 2005 | loss: 0.0311613 | val_loss: 0.0311719 | Time: 4815.33 ms
[2022-04-07 22:11:46 main:574] : INFO : Epoch 2006 | loss: 0.031163 | val_loss: 0.0311745 | Time: 4771.01 ms
[2022-04-07 22:11:51 main:574] : INFO : Epoch 2007 | loss: 0.0311607 | val_loss: 0.0311721 | Time: 4761.22 ms
[2022-04-07 22:11:56 main:574] : INFO : Epoch 2008 | loss: 0.0311614 | val_loss: 0.0311713 | Time: 4777.19 ms
[2022-04-07 22:12:01 main:574] : INFO : Epoch 2009 | loss: 0.0311621 | val_loss: 0.0311718 | Time: 4803.28 ms
[2022-04-07 22:12:05 main:574] : INFO : Epoch 2010 | loss: 0.0311641 | val_loss: 0.0311748 | Time: 4708.79 ms
[2022-04-07 22:12:10 main:574] : INFO : Epoch 2011 | loss: 0.0311633 | val_loss: 0.0311726 | Time: 4772.29 ms
[2022-04-07 22:12:15 main:574] : INFO : Epoch 2012 | loss: 0.0311637 | val_loss: 0.0311698 | Time: 4765.55 ms
[2022-04-07 22:12:20 main:574] : INFO : Epoch 2013 | loss: 0.0311615 | val_loss: 0.0311696 | Time: 4778.53 ms
[2022-04-07 22:12:24 main:574] : INFO : Epoch 2014 | loss: 0.0311617 | val_loss: 0.0311744 | Time: 4729.73 ms
[2022-04-07 22:12:29 main:574] : INFO : Epoch 2015 | loss: 0.0311631 | val_loss: 0.0311691 | Time: 4728.8 ms
[2022-04-07 22:12:34 main:574] : INFO : Epoch 2016 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 4715.19 ms
[2022-04-07 22:12:39 main:574] : INFO : Epoch 2017 | loss: 0.0311612 | val_loss: 0.0311733 | Time: 4684.51 ms
[2022-04-07 22:12:43 main:574] : INFO : Epoch 2018 | loss: 0.0311599 | val_loss: 0.0311692 | Time: 4791.86 ms
[2022-04-07 22:12:48 main:574] : INFO : Epoch 2019 | loss: 0.0311586 | val_loss: 0.0311711 | Time: 4746.91 ms
[2022-04-07 22:12:53 main:574] : INFO : Epoch 2020 | loss: 0.0311585 | val_loss: 0.0311708 | Time: 4737.72 ms
[2022-04-07 22:12:58 main:574] : INFO : Epoch 2021 | loss: 0.0311589 | val_loss: 0.0311689 | Time: 4745.33 ms
[2022-04-07 22:13:02 main:574] : INFO : Epoch 2022 | loss: 0.0311608 | val_loss: 0.0311786 | Time: 4796.82 ms
[2022-04-07 22:13:07 main:574] : INFO : Epoch 2023 | loss: 0.0311624 | val_loss: 0.0311754 | Time: 4847.39 ms
[2022-04-07 22:13:12 main:574] : INFO : Epoch 2024 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 4810.55 ms
[2022-04-07 22:13:17 main:574] : INFO : Epoch 2025 | loss: 0.0311602 | val_loss: 0.0311682 | Time: 4797.42 ms
[2022-04-07 22:13:22 main:574] : INFO : Epoch 2026 | loss: 0.0311586 | val_loss: 0.0311696 | Time: 4729.96 ms
[2022-04-07 22:13:26 main:574] : INFO : Epoch 2027 | loss: 0.0311587 | val_loss: 0.0311732 | Time: 4795.54 ms
[2022-04-07 22:13:31 main:574] : INFO : Epoch 2028 | loss: 0.0311592 | val_loss: 0.031172 | Time: 4720.79 ms
[2022-04-07 22:13:36 main:574] : INFO : Epoch 2029 | loss: 0.0311567 | val_loss: 0.0311692 | Time: 4704.79 ms
[2022-04-07 22:13:41 main:574] : INFO : Epoch 2030 | loss: 0.031157 | val_loss: 0.0311737 | Time: 4767.18 ms
[2022-04-07 22:13:45 main:574] : INFO : Epoch 2031 | loss: 0.031157 | val_loss: 0.0311693 | Time: 4813.21 ms
[2022-04-07 22:13:50 main:574] : INFO : Epoch 2032 | loss: 0.0311565 | val_loss: 0.0311718 | Time: 4805.21 ms
[2022-04-07 22:13:55 main:574] : INFO : Epoch 2033 | loss: 0.0311587 | val_loss: 0.0311707 | Time: 4787.81 ms
[2022-04-07 22:14:00 main:574] : INFO : Epoch 2034 | loss: 0.0311584 | val_loss: 0.0311702 | Time: 4794.32 ms
[2022-04-07 22:14:05 main:574] : INFO : Epoch 2035 | loss: 0.0311575 | val_loss: 0.0311701 | Time: 4746.4 ms
[2022-04-07 22:14:09 main:574] : INFO : Epoch 2036 | loss: 0.0311609 | val_loss: 0.0311744 | Time: 4767.5 ms
[2022-04-07 22:14:14 main:574] : INFO : Epoch 2037 | loss: 0.0311621 | val_loss: 0.0311704 | Time: 4793.82 ms
[2022-04-07 22:14:19 main:574] : INFO : Epoch 2038 | loss: 0.03116 | val_loss: 0.0311715 | Time: 4761.37 ms
[2022-04-07 22:14:24 main:574] : INFO : Epoch 2039 | loss: 0.031161 | val_loss: 0.031172 | Time: 4733.26 ms
[2022-04-07 22:14:28 main:574] : INFO : Epoch 2040 | loss: 0.0311609 | val_loss: 0.0311691 | Time: 4763.78 ms
[2022-04-07 22:14:33 main:574] : INFO : Epoch 2041 | loss: 0.0311617 | val_loss: 0.0311761 | Time: 4822.54 ms
[2022-04-07 22:14:38 main:574] : INFO : Epoch 2042 | loss: 0.0311645 | val_loss: 0.0311799 | Time: 4799.42 ms
[2022-04-07 22:14:43 main:574] : INFO : Epoch 2043 | loss: 0.0311666 | val_loss: 0.0311818 | Time: 4776.86 ms
[2022-04-07 22:14:48 main:574] : INFO : Epoch 2044 | loss: 0.0311693 | val_loss: 0.031172 | Time: 4762.84 ms
[2022-04-07 22:14:52 main:574] : INFO : Epoch 2045 | loss: 0.0311665 | val_loss: 0.0311725 | Time: 4782.86 ms
[2022-04-07 22:14:57 main:574] : INFO : Epoch 2046 | loss: 0.0311645 | val_loss: 0.0311697 | Time: 4753.19 ms
[2022-04-07 22:15:02 main:574] : INFO : Epoch 2047 | loss: 0.0311634 | val_loss: 0.0311712 | Time: 4771.98 ms
[2022-04-07 22:15:07 main:574] : INFO : Epoch 2048 | loss: 0.0311631 | val_loss: 0.0311703 | Time: 4693.78 ms
[2022-04-07 22:15:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311703
[2022-04-07 22:15:07 main:603] : INFO : Saving end state to config to file
[2022-04-07 22:15:07 main:608] : INFO : Success, exiting..
22:15:07 (24288): 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)