Task 7502721
| Name | ParityModified-1631735316-5407-1_0 |
| Workunit | 5166732 |
| Created | 21 Sep 2021, 23:51:59 UTC |
| Sent | 26 Sep 2021, 20:58:06 UTC |
| Report deadline | 3 Oct 2021, 20:58:06 UTC |
| Received | 27 Sep 2021, 1:33:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6824 |
| Run time | 2 hours 58 min 26 sec |
| CPU time | 2 hours 50 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,719.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :00 main:574] : INFO : Epoch 1542 | loss: 0.0311644 | val_loss: 0.0311717 | Time: 5019.35 ms [2021-09-26 18:50:05 main:574] : INFO : Epoch 1543 | loss: 0.0311637 | val_loss: 0.0311744 | Time: 5155.28 ms [2021-09-26 18:50:10 main:574] : INFO : Epoch 1544 | loss: 0.0311615 | val_loss: 0.0311708 | Time: 5104.92 ms [2021-09-26 18:50:16 main:574] : INFO : Epoch 1545 | loss: 0.0311656 | val_loss: 0.0311725 | Time: 5277.64 ms [2021-09-26 18:50:21 main:574] : INFO : Epoch 1546 | loss: 0.0311667 | val_loss: 0.0311752 | Time: 5065.21 ms [2021-09-26 18:50:26 main:574] : INFO : Epoch 1547 | loss: 0.0311641 | val_loss: 0.0311719 | Time: 5283.72 ms [2021-09-26 18:50:31 main:574] : INFO : Epoch 1548 | loss: 0.0311623 | val_loss: 0.0311744 | Time: 5250.45 ms [2021-09-26 18:50:36 main:574] : INFO : Epoch 1549 | loss: 0.0311631 | val_loss: 0.0311746 | Time: 5064.5 ms [2021-09-26 18:50:41 main:574] : INFO : Epoch 1550 | loss: 0.0311616 | val_loss: 0.0311769 | Time: 5084.81 ms [2021-09-26 18:50:46 main:574] : INFO : Epoch 1551 | loss: 0.0311594 | val_loss: 0.031173 | Time: 5067.98 ms [2021-09-26 18:50:52 main:574] : INFO : Epoch 1552 | loss: 0.03116 | val_loss: 0.0311782 | Time: 5108.79 ms [2021-09-26 18:50:57 main:574] : INFO : Epoch 1553 | loss: 0.031162 | val_loss: 0.031174 | Time: 5108.07 ms [2021-09-26 18:51:02 main:574] : INFO : Epoch 1554 | loss: 0.0311644 | val_loss: 0.0311755 | Time: 5137.76 ms [2021-09-26 18:51:07 main:574] : INFO : Epoch 1555 | loss: 0.0311659 | val_loss: 0.0311769 | Time: 5078.14 ms [2021-09-26 18:51:12 main:574] : INFO : Epoch 1556 | loss: 0.031168 | val_loss: 0.0311754 | Time: 5039.33 ms [2021-09-26 18:51:17 main:574] : INFO : Epoch 1557 | loss: 0.0311677 | val_loss: 0.0311754 | Time: 5195.29 ms [2021-09-26 18:51:23 main:574] : INFO : Epoch 1558 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 5354.87 ms [2021-09-26 18:51:28 main:574] : INFO : Epoch 1559 | loss: 0.0311628 | val_loss: 0.0311778 | Time: 4995.05 ms [2021-09-26 18:51:33 main:574] : INFO : Epoch 1560 | loss: 0.0311607 | val_loss: 0.0311788 | Time: 5065.73 ms [2021-09-26 18:51:38 main:574] : INFO : Epoch 1561 | loss: 0.0311609 | val_loss: 0.0311774 | Time: 5058.38 ms [2021-09-26 18:51:43 main:574] : INFO : Epoch 1562 | loss: 0.0311603 | val_loss: 0.0311769 | Time: 5317.47 ms [2021-09-26 18:51:48 main:574] : INFO : Epoch 1563 | loss: 0.0311605 | val_loss: 0.0311772 | Time: 5113.63 ms [2021-09-26 18:51:53 main:574] : INFO : Epoch 1564 | loss: 0.0311602 | val_loss: 0.0311845 | Time: 4994.6 ms [2021-09-26 18:51:58 main:574] : INFO : Epoch 1565 | loss: 0.0311614 | val_loss: 0.0311735 | Time: 5355.41 ms [2021-09-26 18:52:04 main:574] : INFO : Epoch 1566 | loss: 0.031159 | val_loss: 0.0311782 | Time: 5053.97 ms [2021-09-26 18:52:09 main:574] : INFO : Epoch 1567 | loss: 0.0311571 | val_loss: 0.0311756 | Time: 5172.69 ms [2021-09-26 18:52:14 main:574] : INFO : Epoch 1568 | loss: 0.0311573 | val_loss: 0.0311766 | Time: 5445.76 ms [2021-09-26 18:52:19 main:574] : INFO : Epoch 1569 | loss: 0.031158 | val_loss: 0.0311766 | Time: 5159.35 ms [2021-09-26 18:52:25 main:574] : INFO : Epoch 1570 | loss: 0.0311626 | val_loss: 0.0311798 | Time: 5387.98 ms [2021-09-26 18:52:30 main:574] : INFO : Epoch 1571 | loss: 0.0311595 | val_loss: 0.0311784 | Time: 5397.79 ms [2021-09-26 18:52:35 main:574] : INFO : Epoch 1572 | loss: 0.0311575 | val_loss: 0.0311802 | Time: 5249.64 ms [2021-09-26 18:52:41 main:574] : INFO : Epoch 1573 | loss: 0.0311601 | val_loss: 0.0311759 | Time: 5220.89 ms [2021-09-26 18:52:46 main:574] : INFO : Epoch 1574 | loss: 0.0311628 | val_loss: 0.0311796 | Time: 5006.59 ms [2021-09-26 18:52:51 main:574] : INFO : Epoch 1575 | loss: 0.0311593 | val_loss: 0.0311784 | Time: 5234.82 ms [2021-09-26 18:52:56 main:574] : INFO : Epoch 1576 | loss: 0.0311563 | val_loss: 0.0311794 | Time: 5347.44 ms [2021-09-26 18:53:01 main:574] : INFO : Epoch 1577 | loss: 0.031159 | val_loss: 0.0311769 | Time: 5157.39 ms [2021-09-26 18:53:07 main:574] : INFO : Epoch 1578 | loss: 0.0311568 | val_loss: 0.0311763 | Time: 5616.12 ms [2021-09-26 18:53:12 main:574] : INFO : Epoch 1579 | loss: 0.0311567 | val_loss: 0.0311795 | Time: 5114.27 ms [2021-09-26 18:53:17 main:574] : INFO : Epoch 1580 | loss: 0.0311571 | val_loss: 0.031177 | Time: 5229.95 ms [2021-09-26 18:53:23 main:574] : INFO : Epoch 1581 | loss: 0.0311554 | val_loss: 0.0311781 | Time: 5293.03 ms [2021-09-26 18:53:28 main:574] : INFO : Epoch 1582 | loss: 0.0311543 | val_loss: 0.031178 | Time: 5343.33 ms [2021-09-26 18:53:33 main:574] : INFO : Epoch 1583 | loss: 0.0311549 | val_loss: 0.0311831 | Time: 5183.17 ms [2021-09-26 18:53:38 main:574] : INFO : Epoch 1584 | loss: 0.0311557 | val_loss: 0.031177 | Time: 5133.1 ms [2021-09-26 18:53:43 main:574] : INFO : Epoch 1585 | loss: 0.0311561 | val_loss: 0.0311783 | Time: 4893.88 ms [2021-09-26 18:53:48 main:574] : INFO : Epoch 1586 | loss: 0.0311549 | val_loss: 0.0311827 | Time: 5227.29 ms [2021-09-26 18:53:54 main:574] : INFO : Epoch 1587 | loss: 0.0311572 | val_loss: 0.0311741 | Time: 5102.72 ms [2021-09-26 18:53:59 main:574] : INFO : Epoch 1588 | loss: 0.031157 | val_loss: 0.031179 | Time: 5259.81 ms [2021-09-26 18:54:04 main:574] : INFO : Epoch 1589 | loss: 0.0311579 | val_loss: 0.0311829 | Time: 5255.25 ms [2021-09-26 18:54:09 main:574] : INFO : Epoch 1590 | loss: 0.0311543 | val_loss: 0.0311793 | Time: 5130.48 ms [2021-09-26 18:54:14 main:574] : INFO : Epoch 1591 | loss: 0.0311558 | val_loss: 0.0311797 | Time: 5316.54 ms [2021-09-26 18:54:20 main:574] : INFO : Epoch 1592 | loss: 0.0311694 | val_loss: 0.0311811 | Time: 5137.43 ms [2021-09-26 18:54:25 main:574] : INFO : Epoch 1593 | loss: 0.0311673 | val_loss: 0.0311754 | Time: 5158.95 ms [2021-09-26 18:54:30 main:574] : INFO : Epoch 1594 | loss: 0.0311663 | val_loss: 0.0311789 | Time: 5136.42 ms [2021-09-26 18:54:35 main:574] : INFO : Epoch 1595 | loss: 0.0311796 | val_loss: 0.0311754 | Time: 5260.1 ms [2021-09-26 18:54:40 main:574] : INFO : Epoch 1596 | loss: 0.0311772 | val_loss: 0.0311771 | Time: 5087 ms [2021-09-26 18:54:45 main:574] : INFO : Epoch 1597 | loss: 0.0311739 | val_loss: 0.0311741 | Time: 5143.2 ms [2021-09-26 18:54:51 main:574] : INFO : Epoch 1598 | loss: 0.0311721 | val_loss: 0.0311721 | Time: 5196.09 ms [2021-09-26 18:54:56 main:574] : INFO : Epoch 1599 | loss: 0.0311708 | val_loss: 0.0311712 | Time: 5138.89 ms [2021-09-26 18:55:01 main:574] : INFO : Epoch 1600 | loss: 0.0311683 | val_loss: 0.0311733 | Time: 5079.67 ms [2021-09-26 18:55:06 main:574] : INFO : Epoch 1601 | loss: 0.0311675 | val_loss: 0.0311726 | Time: 5015.79 ms [2021-09-26 18:55:11 main:574] : INFO : Epoch 1602 | loss: 0.0311664 | val_loss: 0.0311714 | Time: 5103.56 ms [2021-09-26 18:55:16 main:574] : INFO : Epoch 1603 | loss: 0.0311659 | val_loss: 0.0311715 | Time: 5310.1 ms [2021-09-26 18:55:22 main:574] : INFO : Epoch 1604 | loss: 0.0311659 | val_loss: 0.0311744 | Time: 5235.95 ms [2021-09-26 18:55:27 main:574] : INFO : Epoch 1605 | loss: 0.031166 | val_loss: 0.0311716 | Time: 5061.21 ms [2021-09-26 18:55:32 main:574] : INFO : Epoch 1606 | loss: 0.0311649 | val_loss: 0.0311711 | Time: 5185.21 ms [2021-09-26 18:55:37 main:574] : INFO : Epoch 1607 | loss: 0.0311659 | val_loss: 0.0311734 | Time: 5154.87 ms [2021-09-26 18:55:42 main:574] : INFO : Epoch 1608 | loss: 0.0311663 | val_loss: 0.0311735 | Time: 5102.74 ms [2021-09-26 18:55:47 main:574] : INFO : Epoch 1609 | loss: 0.0311648 | val_loss: 0.0311713 | Time: 5234.91 ms [2021-09-26 18:55:53 main:574] : INFO : Epoch 1610 | loss: 0.031162 | val_loss: 0.0311731 | Time: 5239.09 ms [2021-09-26 18:55:58 main:574] : INFO : Epoch 1611 | loss: 0.0311615 | val_loss: 0.0311726 | Time: 5140.05 ms [2021-09-26 18:56:03 main:574] : INFO : Epoch 1612 | loss: 0.0311605 | val_loss: 0.0311743 | Time: 5115.3 ms [2021-09-26 18:56:08 main:574] : INFO : Epoch 1613 | loss: 0.0311602 | val_loss: 0.0311727 | Time: 5112.52 ms [2021-09-26 18:56:13 main:574] : INFO : Epoch 1614 | loss: 0.0311595 | val_loss: 0.0311736 | Time: 5262.02 ms [2021-09-26 18:56:18 main:574] : INFO : Epoch 1615 | loss: 0.0311595 | val_loss: 0.0311752 | Time: 5094.35 ms [2021-09-26 18:56:23 main:574] : INFO : Epoch 1616 | loss: 0.0311609 | val_loss: 0.0311739 | Time: 4960.45 ms [2021-09-26 18:56:28 main:574] : INFO : Epoch 1617 | loss: 0.0311582 | val_loss: 0.0311739 | Time: 5002.86 ms [2021-09-26 18:56:33 main:574] : INFO : Epoch 1618 | loss: 0.031158 | val_loss: 0.0311724 | Time: 5061.34 ms [2021-09-26 18:56:39 main:574] : INFO : Epoch 1619 | loss: 0.0311583 | val_loss: 0.0311781 | Time: 5287.68 ms [2021-09-26 18:56:44 main:574] : INFO : Epoch 1620 | loss: 0.0311596 | val_loss: 0.0311741 | Time: 5228.21 ms [2021-09-26 18:56:49 main:574] : INFO : Epoch 1621 | loss: 0.03116 | val_loss: 0.0311733 | Time: 4980.19 ms [2021-09-26 18:56:54 main:574] : INFO : Epoch 1622 | loss: 0.0311596 | val_loss: 0.0311754 | Time: 5075.29 ms [2021-09-26 18:56:59 main:574] : INFO : Epoch 1623 | loss: 0.0311608 | val_loss: 0.0311721 | Time: 5093.79 ms [2021-09-26 18:57:04 main:574] : INFO : Epoch 1624 | loss: 0.0311574 | val_loss: 0.0311728 | Time: 5003.47 ms [2021-09-26 18:57:09 main:574] : INFO : Epoch 1625 | loss: 0.0311565 | val_loss: 0.0311763 | Time: 5053.03 ms [2021-09-26 18:57:14 main:574] : INFO : Epoch 1626 | loss: 0.0311549 | val_loss: 0.0311739 | Time: 5084 ms [2021-09-26 18:57:19 main:574] : INFO : Epoch 1627 | loss: 0.031155 | val_loss: 0.0311721 | Time: 5079.77 ms [2021-09-26 18:57:25 main:574] : INFO : Epoch 1628 | loss: 0.0311577 | val_loss: 0.0311745 | Time: 5247.62 ms [2021-09-26 18:57:30 main:574] : INFO : Epoch 1629 | loss: 0.0311567 | val_loss: 0.0311767 | Time: 5087.54 ms [2021-09-26 18:57:35 main:574] : INFO : Epoch 1630 | loss: 0.0311575 | val_loss: 0.0311755 | Time: 5083.22 ms [2021-09-26 18:57:40 main:574] : INFO : Epoch 1631 | loss: 0.0311548 | val_loss: 0.0311735 | Time: 5119.1 ms [2021-09-26 18:57:45 main:574] : INFO : Epoch 1632 | loss: 0.031155 | val_loss: 0.0311737 | Time: 5161.44 ms [2021-09-26 18:57:50 main:574] : INFO : Epoch 1633 | loss: 0.0311554 | val_loss: 0.0311741 | Time: 5338 ms [2021-09-26 18:57:55 main:574] : INFO : Epoch 1634 | loss: 0.031157 | val_loss: 0.0311747 | Time: 5163.17 ms [2021-09-26 18:58:01 main:574] : INFO : Epoch 1635 | loss: 0.0311554 | val_loss: 0.0311765 | Time: 5359.32 ms [2021-09-26 18:58:06 main:574] : INFO : Epoch 1636 | loss: 0.0311554 | val_loss: 0.0311751 | Time: 5136.45 ms [2021-09-26 18:58:11 main:574] : INFO : Epoch 1637 | loss: 0.0311557 | val_loss: 0.0311761 | Time: 5183.26 ms [2021-09-26 18:58:16 main:574] : INFO : Epoch 1638 | loss: 0.0311565 | val_loss: 0.0311765 | Time: 5165.64 ms [2021-09-26 18:58:21 main:574] : INFO : Epoch 1639 | loss: 0.0311537 | val_loss: 0.0311775 | Time: 4989.76 ms [2021-09-26 18:58:26 main:574] : INFO : Epoch 1640 | loss: 0.0311528 | val_loss: 0.0311773 | Time: 5069.11 ms [2021-09-26 18:58:31 main:574] : INFO : Epoch 1641 | loss: 0.0311527 | val_loss: 0.0311754 | Time: 5031.27 ms [2021-09-26 18:58:36 main:574] : INFO : Epoch 1642 | loss: 0.031152 | val_loss: 0.031181 | Time: 4955.86 ms [2021-09-26 18:58:42 main:574] : INFO : Epoch 1643 | loss: 0.0311523 | val_loss: 0.031175 | Time: 5163.88 ms [2021-09-26 18:58:47 main:574] : INFO : Epoch 1644 | loss: 0.0311694 | val_loss: 0.0311801 | Time: 5002.04 ms [2021-09-26 18:58:52 main:574] : INFO : Epoch 1645 | loss: 0.0311664 | val_loss: 0.0311744 | Time: 4986.15 ms [2021-09-26 18:58:57 main:574] : INFO : Epoch 1646 | loss: 0.0311633 | val_loss: 0.0311728 | Time: 5073.73 ms [2021-09-26 18:59:02 main:574] : INFO : Epoch 1647 | loss: 0.0311605 | val_loss: 0.0311765 | Time: 5029.78 ms [2021-09-26 18:59:07 main:574] : INFO : Epoch 1648 | loss: 0.0311616 | val_loss: 0.0311749 | Time: 5037.65 ms [2021-09-26 18:59:12 main:574] : INFO : Epoch 1649 | loss: 0.0311642 | val_loss: 0.0311803 | Time: 4948.95 ms [2021-09-26 18:59:17 main:574] : INFO : Epoch 1650 | loss: 0.0311692 | val_loss: 0.0311792 | Time: 4998.52 ms [2021-09-26 18:59:22 main:574] : INFO : Epoch 1651 | loss: 0.0311618 | val_loss: 0.0311752 | Time: 5241.07 ms [2021-09-26 18:59:27 main:574] : INFO : Epoch 1652 | loss: 0.0311631 | val_loss: 0.0311762 | Time: 5154.91 ms [2021-09-26 18:59:32 main:574] : INFO : Epoch 1653 | loss: 0.031162 | val_loss: 0.0311738 | Time: 5015.15 ms [2021-09-26 18:59:37 main:574] : INFO : Epoch 1654 | loss: 0.0311591 | val_loss: 0.0311767 | Time: 4924.72 ms [2021-09-26 18:59:42 main:574] : INFO : Epoch 1655 | loss: 0.0311582 | val_loss: 0.0311746 | Time: 5154.19 ms [2021-09-26 18:59:47 main:574] : INFO : Epoch 1656 | loss: 0.0311568 | val_loss: 0.0311786 | Time: 5245.79 ms [2021-09-26 18:59:53 main:574] : INFO : Epoch 1657 | loss: 0.0311563 | val_loss: 0.0311777 | Time: 5148.68 ms [2021-09-26 18:59:58 main:574] : INFO : Epoch 1658 | loss: 0.0311567 | val_loss: 0.0311759 | Time: 5012.86 ms [2021-09-26 19:00:03 main:574] : INFO : Epoch 1659 | loss: 0.0311589 | val_loss: 0.031173 | Time: 5106.52 ms [2021-09-26 19:00:08 main:574] : INFO : Epoch 1660 | loss: 0.0311598 | val_loss: 0.0311787 | Time: 5161.63 ms [2021-09-26 19:00:13 main:574] : INFO : Epoch 1661 | loss: 0.0311559 | val_loss: 0.0311737 | Time: 5175.13 ms [2021-09-26 19:00:18 main:574] : INFO : Epoch 1662 | loss: 0.0311572 | val_loss: 0.0311779 | Time: 5185.61 ms [2021-09-26 19:00:23 main:574] : INFO : Epoch 1663 | loss: 0.0311563 | val_loss: 0.0311756 | Time: 5002.76 ms [2021-09-26 19:00:28 main:574] : INFO : Epoch 1664 | loss: 0.0311553 | val_loss: 0.0311752 | Time: 4986.77 ms [2021-09-26 19:00:33 main:574] : INFO : Epoch 1665 | loss: 0.0311527 | val_loss: 0.0311835 | Time: 5059.71 ms [2021-09-26 19:00:38 main:574] : INFO : Epoch 1666 | loss: 0.031154 | val_loss: 0.0311792 | Time: 5076.35 ms [2021-09-26 19:00:43 main:574] : INFO : Epoch 1667 | loss: 0.0311527 | val_loss: 0.0311779 | Time: 5087.93 ms [2021-09-26 19:00:49 main:574] : INFO : Epoch 1668 | loss: 0.0311521 | val_loss: 0.0311795 | Time: 5184.24 ms [2021-09-26 19:00:54 main:574] : INFO : Epoch 1669 | loss: 0.0311498 | val_loss: 0.031178 | Time: 5426.18 ms [2021-09-26 19:00:59 main:574] : INFO : Epoch 1670 | loss: 0.0311513 | val_loss: 0.0311758 | Time: 5094.45 ms [2021-09-26 19:01:04 main:574] : INFO : Epoch 1671 | loss: 0.0311526 | val_loss: 0.0311898 | Time: 5244.32 ms [2021-09-26 19:01:10 main:574] : INFO : Epoch 1672 | loss: 0.0311549 | val_loss: 0.0311805 | Time: 5067.51 ms [2021-09-26 19:01:15 main:574] : INFO : Epoch 1673 | loss: 0.0311561 | val_loss: 0.0311844 | Time: 5181.56 ms [2021-09-26 19:01:20 main:574] : INFO : Epoch 1674 | loss: 0.0311794 | val_loss: 0.0313711 | Time: 5193.63 ms [2021-09-26 19:01:25 main:574] : INFO : Epoch 1675 | loss: 0.0334207 | val_loss: 0.0323315 | Time: 5112.21 ms [2021-09-26 19:01:30 main:574] : INFO : Epoch 1676 | loss: 0.0349947 | val_loss: 0.0323156 | Time: 5056.18 ms [2021-09-26 19:01:35 main:574] : INFO : Epoch 1677 | loss: 0.0316321 | val_loss: 0.0313564 | Time: 5009.16 ms [2021-09-26 19:01:40 main:574] : INFO : Epoch 1678 | loss: 0.0313278 | val_loss: 0.0312763 | Time: 5087.36 ms [2021-09-26 19:01:45 main:574] : INFO : Epoch 1679 | loss: 0.0312647 | val_loss: 0.0312547 | Time: 5154.47 ms [2021-09-26 19:01:50 main:574] : INFO : Epoch 1680 | loss: 0.031253 | val_loss: 0.031252 | Time: 4967.45 ms [2021-09-26 19:01:55 main:574] : INFO : Epoch 1681 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 5061.6 ms [2021-09-26 19:02:00 main:574] : INFO : Epoch 1682 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 5073.44 ms [2021-09-26 19:02:05 main:574] : INFO : Epoch 1683 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 5011.39 ms [2021-09-26 19:02:10 main:574] : INFO : Epoch 1684 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 5021.6 ms [2021-09-26 19:02:15 main:574] : INFO : Epoch 1685 | loss: 0.0312495 | val_loss: 0.03125 | Time: 4973.67 ms [2021-09-26 19:02:21 main:574] : INFO : Epoch 1686 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 5057.98 ms [2021-09-26 19:02:26 main:574] : INFO : Epoch 1687 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 5240.16 ms [2021-09-26 19:02:31 main:574] : INFO : Epoch 1688 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 5041.7 ms [2021-09-26 19:02:36 main:574] : INFO : Epoch 1689 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 5082.04 ms [2021-09-26 19:02:41 main:574] : INFO : Epoch 1690 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 5096.11 ms [2021-09-26 19:02:46 main:574] : INFO : Epoch 1691 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 5190.18 ms [2021-09-26 19:02:51 main:574] : INFO : Epoch 1692 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 5177.22 ms [2021-09-26 19:02:56 main:574] : INFO : Epoch 1693 | loss: 0.0312493 | val_loss: 0.031249 | Time: 5025.15 ms [2021-09-26 19:03:02 main:574] : INFO : Epoch 1694 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 5219.92 ms [2021-09-26 19:03:07 main:574] : INFO : Epoch 1695 | loss: 0.031249 | val_loss: 0.0312489 | Time: 5110.25 ms [2021-09-26 19:03:12 main:574] : INFO : Epoch 1696 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 5031.77 ms [2021-09-26 19:03:17 main:574] : INFO : Epoch 1697 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 5212.49 ms [2021-09-26 19:03:22 main:574] : INFO : Epoch 1698 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 5016.45 ms [2021-09-26 19:03:27 main:574] : INFO : Epoch 1699 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 5156.72 ms [2021-09-26 19:03:32 main:574] : INFO : Epoch 1700 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 5020.99 ms [2021-09-26 19:03:37 main:574] : INFO : Epoch 1701 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 4900.78 ms [2021-09-26 19:03:42 main:574] : INFO : Epoch 1702 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 5175.28 ms [2021-09-26 19:03:48 main:574] : INFO : Epoch 1703 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 5332.46 ms [2021-09-26 19:03:53 main:574] : INFO : Epoch 1704 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 5171.31 ms [2021-09-26 19:03:58 main:574] : INFO : Epoch 1705 | loss: 0.0312474 | val_loss: 0.0312477 | Time: 4929.42 ms [2021-09-26 19:04:03 main:574] : INFO : Epoch 1706 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 5237.86 ms [2021-09-26 19:04:08 main:574] : INFO : Epoch 1707 | loss: 0.0312469 | val_loss: 0.031247 | Time: 5427.81 ms [2021-09-26 19:04:13 main:574] : INFO : Epoch 1708 | loss: 0.031247 | val_loss: 0.0312471 | Time: 4955.53 ms [2021-09-26 19:04:18 main:574] : INFO : Epoch 1709 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 5048.53 ms [2021-09-26 19:04:24 main:574] : INFO : Epoch 1710 | loss: 0.0312465 | val_loss: 0.031246 | Time: 5111.13 ms [2021-09-26 19:04:29 main:574] : INFO : Epoch 1711 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 5249.03 ms [2021-09-26 19:04:34 main:574] : INFO : Epoch 1712 | loss: 0.0312458 | val_loss: 0.031246 | Time: 5076.19 ms [2021-09-26 19:04:39 main:574] : INFO : Epoch 1713 | loss: 0.0312454 | val_loss: 0.0312456 | Time: 5167.21 ms [2021-09-26 19:04:44 main:574] : INFO : Epoch 1714 | loss: 0.0312454 | val_loss: 0.0312454 | Time: 5062.54 ms [2021-09-26 19:04:49 main:574] : INFO : Epoch 1715 | loss: 0.0312455 | val_loss: 0.0312475 | Time: 5321.45 ms [2021-09-26 19:04:55 main:574] : INFO : Epoch 1716 | loss: 0.0312454 | val_loss: 0.0312439 | Time: 5177.24 ms [2021-09-26 19:05:00 main:574] : INFO : Epoch 1717 | loss: 0.0312445 | val_loss: 0.0312443 | Time: 5002.95 ms [2021-09-26 19:05:05 main:574] : INFO : Epoch 1718 | loss: 0.0312441 | val_loss: 0.0312457 | Time: 5040.16 ms [2021-09-26 19:05:10 main:574] : INFO : Epoch 1719 | loss: 0.0312441 | val_loss: 0.0312438 | Time: 4928.79 ms [2021-09-26 19:05:15 main:574] : INFO : Epoch 1720 | loss: 0.0312439 | val_loss: 0.0312446 | Time: 4964.04 ms [2021-09-26 19:05:20 main:574] : INFO : Epoch 1721 | loss: 0.0312431 | val_loss: 0.0312439 | Time: 5119.88 ms [2021-09-26 19:05:25 main:574] : INFO : Epoch 1722 | loss: 0.0312422 | val_loss: 0.0312421 | Time: 4897.18 ms [2021-09-26 19:05:30 main:574] : INFO : Epoch 1723 | loss: 0.031242 | val_loss: 0.031243 | Time: 4976.64 ms [2021-09-26 19:05:35 main:574] : INFO : Epoch 1724 | loss: 0.0312421 | val_loss: 0.0312412 | Time: 5080.83 ms [2021-09-26 19:05:40 main:574] : INFO : Epoch 1725 | loss: 0.0312425 | val_loss: 0.0312408 | Time: 5001.64 ms [2021-09-26 19:05:45 main:574] : INFO : Epoch 1726 | loss: 0.0312421 | val_loss: 0.0312417 | Time: 5189.32 ms [2021-09-26 19:05:50 main:574] : INFO : Epoch 1727 | loss: 0.0312425 | val_loss: 0.031243 | Time: 5034.89 ms [2021-09-26 19:05:55 main:574] : INFO : Epoch 1728 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 5269.51 ms [2021-09-26 19:06:00 main:574] : INFO : Epoch 1729 | loss: 0.0312412 | val_loss: 0.0312434 | Time: 4998.7 ms [2021-09-26 19:06:05 main:574] : INFO : Epoch 1730 | loss: 0.0312415 | val_loss: 0.0312429 | Time: 5122.65 ms [2021-09-26 19:06:10 main:574] : INFO : Epoch 1731 | loss: 0.0312418 | val_loss: 0.0312403 | Time: 5112.38 ms [2021-09-26 19:06:16 main:574] : INFO : Epoch 1732 | loss: 0.0312415 | val_loss: 0.0312411 | Time: 5114.88 ms [2021-09-26 19:06:21 main:574] : INFO : Epoch 1733 | loss: 0.0312411 | val_loss: 0.0312402 | Time: 4997.97 ms [2021-09-26 19:06:26 main:574] : INFO : Epoch 1734 | loss: 0.0312414 | val_loss: 0.0312424 | Time: 5149.39 ms [2021-09-26 19:06:31 main:574] : INFO : Epoch 1735 | loss: 0.0312408 | val_loss: 0.0312425 | Time: 5405.18 ms [2021-09-26 19:06:36 main:574] : INFO : Epoch 1736 | loss: 0.0312414 | val_loss: 0.0312407 | Time: 5150.8 ms [2021-09-26 19:06:41 main:574] : INFO : Epoch 1737 | loss: 0.0312406 | val_loss: 0.0312427 | Time: 5147.83 ms [2021-09-26 19:06:46 main:574] : INFO : Epoch 1738 | loss: 0.0312416 | val_loss: 0.0312393 | Time: 4966.97 ms [2021-09-26 19:06:51 main:574] : INFO : Epoch 1739 | loss: 0.0312402 | val_loss: 0.0312393 | Time: 4983.16 ms [2021-09-26 19:06:56 main:574] : INFO : Epoch 1740 | loss: 0.0312426 | val_loss: 0.0312454 | Time: 4994.21 ms [2021-09-26 19:07:02 main:574] : INFO : Epoch 1741 | loss: 0.031244 | val_loss: 0.031241 | Time: 5154.77 ms [2021-09-26 19:07:07 main:574] : INFO : Epoch 1742 | loss: 0.0312403 | val_loss: 0.0312391 | Time: 5164.25 ms [2021-09-26 19:07:12 main:574] : INFO : Epoch 1743 | loss: 0.03124 | val_loss: 0.0312391 | Time: 4998.91 ms [2021-09-26 19:07:17 main:574] : INFO : Epoch 1744 | loss: 0.0312407 | val_loss: 0.0312408 | Time: 5422.72 ms [2021-09-26 19:07:22 main:574] : INFO : Epoch 1745 | loss: 0.0312396 | val_loss: 0.0312393 | Time: 5047.26 ms [2021-09-26 19:07:27 main:574] : INFO : Epoch 1746 | loss: 0.0312398 | val_loss: 0.0312487 | Time: 5241.13 ms [2021-09-26 19:07:33 main:574] : INFO : Epoch 1747 | loss: 0.0312417 | val_loss: 0.031239 | Time: 5091.32 ms [2021-09-26 19:07:38 main:574] : INFO : Epoch 1748 | loss: 0.0312399 | val_loss: 0.0312396 | Time: 5371.32 ms [2021-09-26 19:07:43 main:574] : INFO : Epoch 1749 | loss: 0.0312397 | val_loss: 0.0312407 | Time: 5160.76 ms [2021-09-26 19:07:48 main:574] : INFO : Epoch 1750 | loss: 0.0312401 | val_loss: 0.0312399 | Time: 5228.48 ms [2021-09-26 19:07:53 main:574] : INFO : Epoch 1751 | loss: 0.0312403 | val_loss: 0.0312418 | Time: 5146.98 ms [2021-09-26 19:07:59 main:574] : INFO : Epoch 1752 | loss: 0.0312418 | val_loss: 0.0312383 | Time: 5098.54 ms [2021-09-26 19:08:04 main:574] : INFO : Epoch 1753 | loss: 0.0312446 | val_loss: 0.0312405 | Time: 5205.64 ms [2021-09-26 19:08:09 main:574] : INFO : Epoch 1754 | loss: 0.0312432 | val_loss: 0.0312387 | Time: 5235.4 ms [2021-09-26 19:08:14 main:574] : INFO : Epoch 1755 | loss: 0.0312392 | val_loss: 0.0312385 | Time: 5283.08 ms [2021-09-26 19:08:19 main:574] : INFO : Epoch 1756 | loss: 0.03124 | val_loss: 0.0312408 | Time: 5172.43 ms [2021-09-26 19:08:25 main:574] : INFO : Epoch 1757 | loss: 0.0312415 | val_loss: 0.0312423 | Time: 5297.83 ms [2021-09-26 19:08:30 main:574] : INFO : Epoch 1758 | loss: 0.0312402 | val_loss: 0.0312442 | Time: 5272.4 ms [2021-09-26 19:08:35 main:574] : INFO : Epoch 1759 | loss: 0.0312423 | val_loss: 0.0312408 | Time: 5270.62 ms [2021-09-26 19:08:40 main:574] : INFO : Epoch 1760 | loss: 0.0312396 | val_loss: 0.0312415 | Time: 5126.62 ms [2021-09-26 19:08:46 main:574] : INFO : Epoch 1761 | loss: 0.0312399 | val_loss: 0.031241 | Time: 5131.09 ms [2021-09-26 19:08:51 main:574] : INFO : Epoch 1762 | loss: 0.0312401 | val_loss: 0.0312408 | Time: 5168.65 ms [2021-09-26 19:08:56 main:574] : INFO : Epoch 1763 | loss: 0.0312404 | val_loss: 0.0312377 | Time: 5223.86 ms [2021-09-26 19:09:01 main:574] : INFO : Epoch 1764 | loss: 0.0312387 | val_loss: 0.0312382 | Time: 5100.18 ms [2021-09-26 19:09:06 main:574] : INFO : Epoch 1765 | loss: 0.0312439 | val_loss: 0.0312378 | Time: 5034.28 ms [2021-09-26 19:09:11 main:574] : INFO : Epoch 1766 | loss: 0.0312396 | val_loss: 0.0312402 | Time: 5134.28 ms [2021-09-26 19:09:17 main:574] : INFO : Epoch 1767 | loss: 0.0312415 | val_loss: 0.0312381 | Time: 5352.85 ms [2021-09-26 19:09:22 main:574] : INFO : Epoch 1768 | loss: 0.0312438 | val_loss: 0.031239 | Time: 5079.82 ms [2021-09-26 19:09:27 main:574] : INFO : Epoch 1769 | loss: 0.0312393 | val_loss: 0.0312384 | Time: 5011.07 ms [2021-09-26 19:09:32 main:574] : INFO : Epoch 1770 | loss: 0.0312388 | val_loss: 0.0312388 | Time: 5004.42 ms [2021-09-26 19:09:37 main:574] : INFO : Epoch 1771 | loss: 0.0312378 | val_loss: 0.0312375 | Time: 5476.9 ms [2021-09-26 19:09:42 main:574] : INFO : Epoch 1772 | loss: 0.0312373 | val_loss: 0.0312379 | Time: 5047.51 ms [2021-09-26 19:09:47 main:574] : INFO : Epoch 1773 | loss: 0.0312384 | val_loss: 0.0312386 | Time: 5162.4 ms [2021-09-26 19:09:52 main:574] : INFO : Epoch 1774 | loss: 0.0312401 | val_loss: 0.0312371 | Time: 5014.35 ms [2021-09-26 19:09:58 main:574] : INFO : Epoch 1775 | loss: 0.0312397 | val_loss: 0.0312399 | Time: 5080.63 ms [2021-09-26 19:10:03 main:574] : INFO : Epoch 1776 | loss: 0.0312389 | val_loss: 0.0312391 | Time: 5192.54 ms [2021-09-26 19:10:08 main:574] : INFO : Epoch 1777 | loss: 0.0312388 | val_loss: 0.0312374 | Time: 4992.7 ms [2021-09-26 19:10:13 main:574] : INFO : Epoch 1778 | loss: 0.0312388 | val_loss: 0.0312375 | Time: 5112.64 ms [2021-09-26 19:10:18 main:574] : INFO : Epoch 1779 | loss: 0.0312417 | val_loss: 0.0312449 | Time: 5025.52 ms [2021-09-26 19:10:23 main:574] : INFO : Epoch 1780 | loss: 0.0312388 | val_loss: 0.0312374 | Time: 5057.84 ms [2021-09-26 19:10:28 main:574] : INFO : Epoch 1781 | loss: 0.0312393 | val_loss: 0.0312385 | Time: 5488.34 ms [2021-09-26 19:10:33 main:574] : INFO : Epoch 1782 | loss: 0.0312371 | val_loss: 0.0312389 | Time: 4961.91 ms [2021-09-26 19:10:39 main:574] : INFO : Epoch 1783 | loss: 0.0312411 | val_loss: 0.0312417 | Time: 5206.48 ms [2021-09-26 19:10:44 main:574] : INFO : Epoch 1784 | loss: 0.0312381 | val_loss: 0.0312388 | Time: 5163.38 ms [2021-09-26 19:10:49 main:574] : INFO : Epoch 1785 | loss: 0.0312394 | val_loss: 0.0312368 | Time: 5131.95 ms [2021-09-26 19:10:54 main:574] : INFO : Epoch 1786 | loss: 0.0312436 | val_loss: 0.031247 | Time: 5145.67 ms [2021-09-26 19:10:59 main:574] : INFO : Epoch 1787 | loss: 0.0312401 | val_loss: 0.0312379 | Time: 5142.21 ms [2021-09-26 19:11:04 main:574] : INFO : Epoch 1788 | loss: 0.031239 | val_loss: 0.03124 | Time: 5114.05 ms [2021-09-26 19:11:09 main:574] : INFO : Epoch 1789 | loss: 0.0312386 | val_loss: 0.0312439 | Time: 5041.41 ms [2021-09-26 19:11:15 main:574] : INFO : Epoch 1790 | loss: 0.0312382 | val_loss: 0.0312417 | Time: 5235.45 ms [2021-09-26 19:11:20 main:574] : INFO : Epoch 1791 | loss: 0.0312377 | val_loss: 0.0312368 | Time: 5112.36 ms [2021-09-26 19:11:25 main:574] : INFO : Epoch 1792 | loss: 0.0312367 | val_loss: 0.0312369 | Time: 4933.75 ms [2021-09-26 19:11:30 main:574] : INFO : Epoch 1793 | loss: 0.0312362 | val_loss: 0.0312392 | Time: 5082.63 ms [2021-09-26 19:11:35 main:574] : INFO : Epoch 1794 | loss: 0.0312387 | val_loss: 0.0312383 | Time: 5026.55 ms [2021-09-26 19:11:40 main:574] : INFO : Epoch 1795 | loss: 0.0312366 | val_loss: 0.0312378 | Time: 4974.58 ms [2021-09-26 19:11:45 main:574] : INFO : Epoch 1796 | loss: 0.0312368 | val_loss: 0.031237 | Time: 5282.37 ms [2021-09-26 19:11:50 main:574] : INFO : Epoch 1797 | loss: 0.0312384 | val_loss: 0.0312371 | Time: 5159.91 ms [2021-09-26 19:11:56 main:574] : INFO : Epoch 1798 | loss: 0.0312366 | val_loss: 0.0312379 | Time: 5460.7 ms [2021-09-26 19:12:01 main:574] : INFO : Epoch 1799 | loss: 0.0312379 | val_loss: 0.0312364 | Time: 5294.97 ms [2021-09-26 19:12:06 main:574] : INFO : Epoch 1800 | loss: 0.0312367 | val_loss: 0.0312374 | Time: 5059.24 ms [2021-09-26 19:12:11 main:574] : INFO : Epoch 1801 | loss: 0.0312368 | val_loss: 0.031237 | Time: 5159.81 ms [2021-09-26 19:12:16 main:574] : INFO : Epoch 1802 | loss: 0.0312373 | val_loss: 0.031236 | Time: 5030.29 ms [2021-09-26 19:12:21 main:574] : INFO : Epoch 1803 | loss: 0.0312361 | val_loss: 0.0312366 | Time: 5130.63 ms [2021-09-26 19:12:26 main:574] : INFO : Epoch 1804 | loss: 0.0312367 | val_loss: 0.031239 | Time: 5023.48 ms [2021-09-26 19:12:31 main:574] : INFO : Epoch 1805 | loss: 0.0312395 | val_loss: 0.0312383 | Time: 5000.88 ms [2021-09-26 19:12:37 main:574] : INFO : Epoch 1806 | loss: 0.0312369 | val_loss: 0.0312363 | Time: 5172.32 ms [2021-09-26 19:12:42 main:574] : INFO : Epoch 1807 | loss: 0.0312372 | val_loss: 0.0312374 | Time: 5296.98 ms [2021-09-26 19:12:47 main:574] : INFO : Epoch 1808 | loss: 0.0312366 | val_loss: 0.0312382 | Time: 5313.44 ms [2021-09-26 19:12:52 main:574] : INFO : Epoch 1809 | loss: 0.0312393 | val_loss: 0.0312366 | Time: 5061.27 ms [2021-09-26 19:12:57 main:574] : INFO : Epoch 1810 | loss: 0.0312372 | val_loss: 0.0312391 | Time: 5227.57 ms [2021-09-26 19:13:03 main:574] : INFO : Epoch 1811 | loss: 0.0312379 | val_loss: 0.0312379 | Time: 5092.19 ms [2021-09-26 19:13:08 main:574] : INFO : Epoch 1812 | loss: 0.031237 | val_loss: 0.0312361 | Time: 5242.03 ms [2021-09-26 19:13:13 main:574] : INFO : Epoch 1813 | loss: 0.0312364 | val_loss: 0.0312368 | Time: 5092.18 ms [2021-09-26 19:13:18 main:574] : INFO : Epoch 1814 | loss: 0.0312376 | val_loss: 0.031238 | Time: 4954.46 ms [2021-09-26 19:13:23 main:574] : INFO : Epoch 1815 | loss: 0.0312356 | val_loss: 0.0312374 | Time: 5092.23 ms [2021-09-26 19:13:28 main:574] : INFO : Epoch 1816 | loss: 0.031236 | val_loss: 0.0312365 | Time: 5287.09 ms [2021-09-26 19:13:33 main:574] : INFO : Epoch 1817 | loss: 0.0312354 | val_loss: 0.0312358 | Time: 5072.17 ms [2021-09-26 19:13:38 main:574] : INFO : Epoch 1818 | loss: 0.0312359 | val_loss: 0.031236 | Time: 5169.5 ms [2021-09-26 19:13:43 main:574] : INFO : Epoch 1819 | loss: 0.0312356 | val_loss: 0.0312357 | Time: 4979.91 ms [2021-09-26 19:13:49 main:574] : INFO : Epoch 1820 | loss: 0.0312358 | val_loss: 0.0312362 | Time: 5150.69 ms [2021-09-26 19:13:54 main:574] : INFO : Epoch 1821 | loss: 0.0312359 | val_loss: 0.0312401 | Time: 5265.05 ms [2021-09-26 19:13:59 main:574] : INFO : Epoch 1822 | loss: 0.031236 | val_loss: 0.031238 | Time: 5024.71 ms [2021-09-26 19:14:04 main:574] : INFO : Epoch 1823 | loss: 0.031236 | val_loss: 0.0312366 | Time: 5139.91 ms [2021-09-26 19:14:09 main:574] : INFO : Epoch 1824 | loss: 0.0312378 | val_loss: 0.0312367 | Time: 5156.6 ms [2021-09-26 19:14:14 main:574] : INFO : Epoch 1825 | loss: 0.0312381 | val_loss: 0.0312372 | Time: 4953.92 ms [2021-09-26 19:14:19 main:574] : INFO : Epoch 1826 | loss: 0.031236 | val_loss: 0.0312386 | Time: 5158.07 ms [2021-09-26 19:14:24 main:574] : INFO : Epoch 1827 | loss: 0.0312371 | val_loss: 0.0312377 | Time: 5144.06 ms [2021-09-26 19:14:30 main:574] : INFO : Epoch 1828 | loss: 0.0312366 | val_loss: 0.0312403 | Time: 5141.73 ms [2021-09-26 19:14:35 main:574] : INFO : Epoch 1829 | loss: 0.03124 | val_loss: 0.0312359 | Time: 5040.07 ms [2021-09-26 19:14:40 main:574] : INFO : Epoch 1830 | loss: 0.0312359 | val_loss: 0.0312361 | Time: 5058.49 ms [2021-09-26 19:14:45 main:574] : INFO : Epoch 1831 | loss: 0.0312386 | val_loss: 0.0312369 | Time: 5241.99 ms [2021-09-26 19:14:50 main:574] : INFO : Epoch 1832 | loss: 0.0312362 | val_loss: 0.0312372 | Time: 5182.99 ms [2021-09-26 19:14:56 main:574] : INFO : Epoch 1833 | loss: 0.0312382 | val_loss: 0.0312372 | Time: 5348.99 ms [2021-09-26 19:15:01 main:574] : INFO : Epoch 1834 | loss: 0.0312396 | val_loss: 0.0312407 | Time: 5149.61 ms [2021-09-26 19:15:06 main:574] : INFO : Epoch 1835 | loss: 0.031238 | val_loss: 0.0312364 | Time: 5228.34 ms [2021-09-26 19:15:11 main:574] : INFO : Epoch 1836 | loss: 0.0312367 | val_loss: 0.0312429 | Time: 5469.55 ms [2021-09-26 19:15:16 main:574] : INFO : Epoch 1837 | loss: 0.0312395 | val_loss: 0.0312383 | Time: 5076.9 ms [2021-09-26 19:15:22 main:574] : INFO : Epoch 1838 | loss: 0.0312416 | val_loss: 0.0312373 | Time: 5045.77 ms [2021-09-26 19:15:27 main:574] : INFO : Epoch 1839 | loss: 0.0312372 | val_loss: 0.0312385 | Time: 5118.82 ms [2021-09-26 19:15:32 main:574] : INFO : Epoch 1840 | loss: 0.0312353 | val_loss: 0.0312357 | Time: 5084.67 ms [2021-09-26 19:15:37 main:574] : INFO : Epoch 1841 | loss: 0.0312357 | val_loss: 0.0312365 | Time: 5033.04 ms [2021-09-26 19:15:42 main:574] : INFO : Epoch 1842 | loss: 0.0312352 | val_loss: 0.0312365 | Time: 4961.37 ms [2021-09-26 19:15:47 main:574] : INFO : Epoch 1843 | loss: 0.0312368 | val_loss: 0.0312359 | Time: 5224.84 ms [2021-09-26 19:15:52 main:574] : INFO : Epoch 1844 | loss: 0.0312385 | val_loss: 0.0312389 | Time: 4989.86 ms [2021-09-26 19:15:57 main:574] : INFO : Epoch 1845 | loss: 0.0312374 | val_loss: 0.031238 | Time: 4953.87 ms [2021-09-26 19:16:02 main:574] : INFO : Epoch 1846 | loss: 0.0312356 | val_loss: 0.0312346 | Time: 5206.36 ms [2021-09-26 19:16:07 main:574] : INFO : Epoch 1847 | loss: 0.0312349 | val_loss: 0.0312348 | Time: 5168.6 ms [2021-09-26 19:16:13 main:574] : INFO : Epoch 1848 | loss: 0.0312346 | val_loss: 0.0312349 | Time: 5285.33 ms [2021-09-26 19:16:18 main:574] : INFO : Epoch 1849 | loss: 0.031235 | val_loss: 0.0312356 | Time: 5129.09 ms [2021-09-26 19:16:23 main:574] : INFO : Epoch 1850 | loss: 0.0312348 | val_loss: 0.031238 | Time: 5078.59 ms [2021-09-26 19:16:28 main:574] : INFO : Epoch 1851 | loss: 0.0312351 | val_loss: 0.0312348 | Time: 5104.46 ms [2021-09-26 19:16:33 main:574] : INFO : Epoch 1852 | loss: 0.0312339 | val_loss: 0.0312338 | Time: 5200.87 ms [2021-09-26 19:16:39 main:574] : INFO : Epoch 1853 | loss: 0.031236 | val_loss: 0.0312339 | Time: 5498.49 ms [2021-09-26 19:16:44 main:574] : INFO : Epoch 1854 | loss: 0.0312355 | val_loss: 0.0312378 | Time: 5149.77 ms [2021-09-26 19:16:49 main:574] : INFO : Epoch 1855 | loss: 0.0312374 | val_loss: 0.0312383 | Time: 5085.4 ms [2021-09-26 19:16:54 main:574] : INFO : Epoch 1856 | loss: 0.0312362 | val_loss: 0.0312353 | Time: 5110.43 ms [2021-09-26 19:16:59 main:574] : INFO : Epoch 1857 | loss: 0.0312354 | val_loss: 0.0312366 | Time: 4965.81 ms [2021-09-26 19:17:04 main:574] : INFO : Epoch 1858 | loss: 0.0312361 | val_loss: 0.0312347 | Time: 5036.32 ms [2021-09-26 19:17:09 main:574] : INFO : Epoch 1859 | loss: 0.031236 | val_loss: 0.0312445 | Time: 5076.76 ms [2021-09-26 19:17:14 main:574] : INFO : Epoch 1860 | loss: 0.0312391 | val_loss: 0.0312389 | Time: 5263.19 ms [2021-09-26 19:17:20 main:574] : INFO : Epoch 1861 | loss: 0.0312384 | val_loss: 0.0312382 | Time: 5230.99 ms [2021-09-26 19:17:25 main:574] : INFO : Epoch 1862 | loss: 0.0312349 | val_loss: 0.0312374 | Time: 5165.58 ms [2021-09-26 19:17:30 main:574] : INFO : Epoch 1863 | loss: 0.031237 | val_loss: 0.0312337 | Time: 4946.73 ms [2021-09-26 19:17:35 main:574] : INFO : Epoch 1864 | loss: 0.0312352 | val_loss: 0.0312338 | Time: 4986.7 ms [2021-09-26 19:17:40 main:574] : INFO : Epoch 1865 | loss: 0.0312355 | val_loss: 0.0312338 | Time: 5167.94 ms [2021-09-26 19:17:45 main:574] : INFO : Epoch 1866 | loss: 0.031235 | val_loss: 0.0312364 | Time: 5566.69 ms [2021-09-26 19:17:51 main:574] : INFO : Epoch 1867 | loss: 0.0312357 | val_loss: 0.0312388 | Time: 5163.26 ms [2021-09-26 19:17:56 main:574] : INFO : Epoch 1868 | loss: 0.0312356 | val_loss: 0.0312343 | Time: 4929.12 ms [2021-09-26 19:18:01 main:574] : INFO : Epoch 1869 | loss: 0.0312353 | val_loss: 0.0312403 | Time: 5288.27 ms [2021-09-26 19:18:06 main:574] : INFO : Epoch 1870 | loss: 0.031235 | val_loss: 0.0312344 | Time: 4942.3 ms [2021-09-26 19:18:11 main:574] : INFO : Epoch 1871 | loss: 0.0312341 | val_loss: 0.0312339 | Time: 5135.57 ms [2021-09-26 19:18:16 main:574] : INFO : Epoch 1872 | loss: 0.0312352 | val_loss: 0.0312346 | Time: 5156.22 ms [2021-09-26 19:18:21 main:574] : INFO : Epoch 1873 | loss: 0.0312381 | val_loss: 0.0312365 | Time: 5255.03 ms [2021-09-26 19:18:26 main:574] : INFO : Epoch 1874 | loss: 0.0312354 | val_loss: 0.0312338 | Time: 4997.83 ms [2021-09-26 19:18:32 main:574] : INFO : Epoch 1875 | loss: 0.0312346 | val_loss: 0.0312353 | Time: 5281.04 ms [2021-09-26 19:18:37 main:574] : INFO : Epoch 1876 | loss: 0.0312346 | val_loss: 0.0312365 | Time: 5035.7 ms [2021-09-26 19:18:42 main:574] : INFO : Epoch 1877 | loss: 0.031235 | val_loss: 0.0312341 | Time: 5416.82 ms [2021-09-26 19:18:47 main:574] : INFO : Epoch 1878 | loss: 0.0312337 | val_loss: 0.0312359 | Time: 5263.93 ms [2021-09-26 19:18:53 main:574] : INFO : Epoch 1879 | loss: 0.031234 | val_loss: 0.0312328 | Time: 5334.88 ms [2021-09-26 19:18:58 main:574] : INFO : Epoch 1880 | loss: 0.0312343 | val_loss: 0.0312344 | Time: 5082.47 ms [2021-09-26 19:19:03 main:574] : INFO : Epoch 1881 | loss: 0.0312339 | val_loss: 0.0312354 | Time: 5142.32 ms [2021-09-26 19:19:08 main:574] : INFO : Epoch 1882 | loss: 0.0312346 | val_loss: 0.031235 | Time: 5315.19 ms [2021-09-26 19:19:13 main:574] : INFO : Epoch 1883 | loss: 0.0312356 | val_loss: 0.031235 | Time: 5071.79 ms [2021-09-26 19:19:18 main:574] : INFO : Epoch 1884 | loss: 0.0312371 | val_loss: 0.0312339 | Time: 5154.02 ms [2021-09-26 19:19:24 main:574] : INFO : Epoch 1885 | loss: 0.031235 | val_loss: 0.0312349 | Time: 5352.89 ms [2021-09-26 19:19:29 main:574] : INFO : Epoch 1886 | loss: 0.0312342 | val_loss: 0.0312398 | Time: 5094.33 ms [2021-09-26 19:19:34 main:574] : INFO : Epoch 1887 | loss: 0.031238 | val_loss: 0.0312402 | Time: 5098.5 ms [2021-09-26 19:19:39 main:574] : INFO : Epoch 1888 | loss: 0.0312367 | val_loss: 0.0312369 | Time: 5187.24 ms [2021-09-26 19:19:44 main:574] : INFO : Epoch 1889 | loss: 0.0312352 | val_loss: 0.0312339 | Time: 4986.13 ms [2021-09-26 19:19:49 main:574] : INFO : Epoch 1890 | loss: 0.031233 | val_loss: 0.0312326 | Time: 5078.25 ms [2021-09-26 19:19:54 main:574] : INFO : Epoch 1891 | loss: 0.0312326 | val_loss: 0.031233 | Time: 5010.72 ms [2021-09-26 19:19:59 main:574] : INFO : Epoch 1892 | loss: 0.0312358 | val_loss: 0.0312343 | Time: 5158.61 ms [2021-09-26 19:20:05 main:574] : INFO : Epoch 1893 | loss: 0.0312356 | val_loss: 0.031236 | Time: 5145.93 ms [2021-09-26 19:20:10 main:574] : INFO : Epoch 1894 | loss: 0.0312356 | val_loss: 0.0312351 | Time: 5388.86 ms [2021-09-26 19:20:15 main:574] : INFO : Epoch 1895 | loss: 0.0312345 | val_loss: 0.0312353 | Time: 5425.33 ms [2021-09-26 19:20:21 main:574] : INFO : Epoch 1896 | loss: 0.0312335 | val_loss: 0.0312347 | Time: 5480.89 ms [2021-09-26 19:20:26 main:574] : INFO : Epoch 1897 | loss: 0.0312328 | val_loss: 0.0312321 | Time: 5355.1 ms [2021-09-26 19:20:32 main:574] : INFO : Epoch 1898 | loss: 0.0312323 | val_loss: 0.0312326 | Time: 5296.96 ms [2021-09-26 19:20:37 main:574] : INFO : Epoch 1899 | loss: 0.0312331 | val_loss: 0.0312336 | Time: 5473.72 ms [2021-09-26 19:20:42 main:574] : INFO : Epoch 1900 | loss: 0.0312329 | val_loss: 0.0312318 | Time: 5072.71 ms [2021-09-26 19:20:47 main:574] : INFO : Epoch 1901 | loss: 0.0312326 | val_loss: 0.031232 | Time: 5167.13 ms [2021-09-26 19:20:52 main:574] : INFO : Epoch 1902 | loss: 0.0312326 | val_loss: 0.0312375 | Time: 4983.72 ms [2021-09-26 19:20:57 main:574] : INFO : Epoch 1903 | loss: 0.0312339 | val_loss: 0.0312353 | Time: 5138.04 ms [2021-09-26 19:21:02 main:574] : INFO : Epoch 1904 | loss: 0.031234 | val_loss: 0.0312363 | Time: 4958.47 ms [2021-09-26 19:21:08 main:574] : INFO : Epoch 1905 | loss: 0.0312366 | val_loss: 0.0312334 | Time: 5251.75 ms [2021-09-26 19:21:13 main:574] : INFO : Epoch 1906 | loss: 0.0312333 | val_loss: 0.0312423 | Time: 5031.43 ms [2021-09-26 19:21:18 main:574] : INFO : Epoch 1907 | loss: 0.0312409 | val_loss: 0.0312411 | Time: 5422.07 ms [2021-09-26 19:21:23 main:574] : INFO : Epoch 1908 | loss: 0.0312355 | val_loss: 0.0312338 | Time: 5132.22 ms [2021-09-26 19:21:28 main:574] : INFO : Epoch 1909 | loss: 0.031237 | val_loss: 0.0312387 | Time: 5221.69 ms [2021-09-26 19:21:34 main:574] : INFO : Epoch 1910 | loss: 0.0312342 | val_loss: 0.0312354 | Time: 5298.48 ms [2021-09-26 19:21:39 main:574] : INFO : Epoch 1911 | loss: 0.0312338 | val_loss: 0.0312327 | Time: 5222.75 ms [2021-09-26 19:21:44 main:574] : INFO : Epoch 1912 | loss: 0.0312335 | val_loss: 0.0312324 | Time: 5042.57 ms [2021-09-26 19:21:49 main:574] : INFO : Epoch 1913 | loss: 0.0312325 | val_loss: 0.0312327 | Time: 5442.39 ms [2021-09-26 19:21:54 main:574] : INFO : Epoch 1914 | loss: 0.031235 | val_loss: 0.0312323 | Time: 5012.8 ms [2021-09-26 19:22:00 main:574] : INFO : Epoch 1915 | loss: 0.0312337 | val_loss: 0.0312331 | Time: 5579.1 ms [2021-09-26 19:22:05 main:574] : INFO : Epoch 1916 | loss: 0.0312336 | val_loss: 0.0312344 | Time: 5035.55 ms [2021-09-26 19:22:11 main:574] : INFO : Epoch 1917 | loss: 0.0312343 | val_loss: 0.0312343 | Time: 5393.49 ms [2021-09-26 19:22:16 main:574] : INFO : Epoch 1918 | loss: 0.0312333 | val_loss: 0.0312331 | Time: 5037.74 ms [2021-09-26 19:22:21 main:574] : INFO : Epoch 1919 | loss: 0.0312318 | val_loss: 0.0312348 | Time: 5070.59 ms [2021-09-26 19:22:26 main:574] : INFO : Epoch 1920 | loss: 0.0312322 | val_loss: 0.0312336 | Time: 5024.92 ms [2021-09-26 19:22:31 main:574] : INFO : Epoch 1921 | loss: 0.0312329 | val_loss: 0.0312352 | Time: 5171.77 ms [2021-09-26 19:22:36 main:574] : INFO : Epoch 1922 | loss: 0.0312345 | val_loss: 0.0312325 | Time: 5020.58 ms [2021-09-26 19:22:41 main:574] : INFO : Epoch 1923 | loss: 0.0312339 | val_loss: 0.0312318 | Time: 5127.62 ms [2021-09-26 19:22:46 main:574] : INFO : Epoch 1924 | loss: 0.0312318 | val_loss: 0.0312315 | Time: 5054.15 ms [2021-09-26 19:22:51 main:574] : INFO : Epoch 1925 | loss: 0.0312317 | val_loss: 0.0312335 | Time: 5180.8 ms [2021-09-26 19:22:56 main:574] : INFO : Epoch 1926 | loss: 0.0312326 | val_loss: 0.031232 | Time: 5195.87 ms [2021-09-26 19:23:02 main:574] : INFO : Epoch 1927 | loss: 0.0312328 | val_loss: 0.031232 | Time: 5402.97 ms [2021-09-26 19:23:07 main:574] : INFO : Epoch 1928 | loss: 0.0312342 | val_loss: 0.0312352 | Time: 5000.34 ms [2021-09-26 19:23:12 main:574] : INFO : Epoch 1929 | loss: 0.0312331 | val_loss: 0.0312366 | Time: 5005.02 ms [2021-09-26 19:23:17 main:574] : INFO : Epoch 1930 | loss: 0.0312322 | val_loss: 0.0312314 | Time: 5358.65 ms [2021-09-26 19:23:22 main:574] : INFO : Epoch 1931 | loss: 0.0312317 | val_loss: 0.031233 | Time: 5208.4 ms [2021-09-26 19:23:28 main:574] : INFO : Epoch 1932 | loss: 0.0312324 | val_loss: 0.0312308 | Time: 5190.6 ms [2021-09-26 19:23:33 main:574] : INFO : Epoch 1933 | loss: 0.0312324 | val_loss: 0.0312361 | Time: 4999.39 ms [2021-09-26 19:23:38 main:574] : INFO : Epoch 1934 | loss: 0.0312329 | val_loss: 0.0312321 | Time: 5359.57 ms [2021-09-26 19:23:43 main:574] : INFO : Epoch 1935 | loss: 0.0312329 | val_loss: 0.0312314 | Time: 5197.53 ms [2021-09-26 19:23:48 main:574] : INFO : Epoch 1936 | loss: 0.0312339 | val_loss: 0.0312321 | Time: 5180.13 ms [2021-09-26 19:23:54 main:574] : INFO : Epoch 1937 | loss: 0.0312337 | val_loss: 0.0312321 | Time: 5353.4 ms [2021-09-26 19:23:59 main:574] : INFO : Epoch 1938 | loss: 0.0312329 | val_loss: 0.031231 | Time: 5377.84 ms [2021-09-26 19:24:04 main:574] : INFO : Epoch 1939 | loss: 0.0312328 | val_loss: 0.0312359 | Time: 5351.53 ms [2021-09-26 19:24:10 main:574] : INFO : Epoch 1940 | loss: 0.0312316 | val_loss: 0.0312341 | Time: 5164.7 ms [2021-09-26 19:24:15 main:574] : INFO : Epoch 1941 | loss: 0.0312352 | val_loss: 0.0312381 | Time: 5132.56 ms [2021-09-26 19:24:20 main:574] : INFO : Epoch 1942 | loss: 0.0312356 | val_loss: 0.0312364 | Time: 5230.9 ms [2021-09-26 19:24:25 main:574] : INFO : Epoch 1943 | loss: 0.0312331 | val_loss: 0.0312325 | Time: 5054.1 ms [2021-09-26 19:24:30 main:574] : INFO : Epoch 1944 | loss: 0.0312322 | val_loss: 0.0312341 | Time: 5222.03 ms [2021-09-26 19:24:35 main:574] : INFO : Epoch 1945 | loss: 0.0312316 | val_loss: 0.0312342 | Time: 5111.61 ms [2021-09-26 19:24:41 main:574] : INFO : Epoch 1946 | loss: 0.031233 | val_loss: 0.0312416 | Time: 5340.87 ms [2021-09-26 19:24:46 main:574] : INFO : Epoch 1947 | loss: 0.0312365 | val_loss: 0.0312349 | Time: 5156.57 ms [2021-09-26 19:24:51 main:574] : INFO : Epoch 1948 | loss: 0.0312326 | val_loss: 0.0312312 | Time: 4983.52 ms [2021-09-26 19:24:56 main:574] : INFO : Epoch 1949 | loss: 0.031235 | val_loss: 0.0312315 | Time: 4923.9 ms [2021-09-26 19:25:01 main:574] : INFO : Epoch 1950 | loss: 0.0312342 | val_loss: 0.0312313 | Time: 5126.01 ms [2021-09-26 19:25:06 main:574] : INFO : Epoch 1951 | loss: 0.0312335 | val_loss: 0.0312377 | Time: 5173.8 ms [2021-09-26 19:25:12 main:574] : INFO : Epoch 1952 | loss: 0.0312343 | val_loss: 0.0312324 | Time: 5566.63 ms [2021-09-26 19:25:17 main:574] : INFO : Epoch 1953 | loss: 0.0312327 | val_loss: 0.0312309 | Time: 5085.54 ms [2021-09-26 19:25:22 main:574] : INFO : Epoch 1954 | loss: 0.03123 | val_loss: 0.03123 | Time: 5025.58 ms [2021-09-26 19:25:27 main:574] : INFO : Epoch 1955 | loss: 0.0312303 | val_loss: 0.0312331 | Time: 5180.94 ms [2021-09-26 19:25:32 main:574] : INFO : Epoch 1956 | loss: 0.0312309 | val_loss: 0.0312297 | Time: 5074.47 ms [2021-09-26 19:25:37 main:574] : INFO : Epoch 1957 | loss: 0.0312306 | val_loss: 0.0312299 | Time: 5214.11 ms [2021-09-26 19:25:43 main:574] : INFO : Epoch 1958 | loss: 0.0312304 | val_loss: 0.0312307 | Time: 5215.45 ms [2021-09-26 19:25:48 main:574] : INFO : Epoch 1959 | loss: 0.03123 | val_loss: 0.03123 | Time: 5094.7 ms [2021-09-26 19:25:53 main:574] : INFO : Epoch 1960 | loss: 0.0312316 | val_loss: 0.0312318 | Time: 5031.36 ms [2021-09-26 19:25:58 main:574] : INFO : Epoch 1961 | loss: 0.0312306 | val_loss: 0.0312306 | Time: 5328.17 ms [2021-09-26 19:26:03 main:574] : INFO : Epoch 1962 | loss: 0.0312313 | val_loss: 0.0312301 | Time: 5284.61 ms [2021-09-26 19:26:08 main:574] : INFO : Epoch 1963 | loss: 0.0312305 | val_loss: 0.0312318 | Time: 5046.51 ms [2021-09-26 19:26:13 main:574] : INFO : Epoch 1964 | loss: 0.0312327 | val_loss: 0.03124 | Time: 5054.25 ms [2021-09-26 19:26:19 main:574] : INFO : Epoch 1965 | loss: 0.0312313 | val_loss: 0.0312295 | Time: 5160.83 ms [2021-09-26 19:26:24 main:574] : INFO : Epoch 1966 | loss: 0.0312297 | val_loss: 0.0312309 | Time: 4992.87 ms [2021-09-26 19:26:29 main:574] : INFO : Epoch 1967 | loss: 0.03123 | val_loss: 0.0312308 | Time: 5051.01 ms [2021-09-26 19:26:34 main:574] : INFO : Epoch 1968 | loss: 0.0312296 | val_loss: 0.0312302 | Time: 5295.87 ms [2021-09-26 19:26:39 main:574] : INFO : Epoch 1969 | loss: 0.0312294 | val_loss: 0.031229 | Time: 5140.65 ms [2021-09-26 19:26:44 main:574] : INFO : Epoch 1970 | loss: 0.0312298 | val_loss: 0.0312295 | Time: 5126.58 ms [2021-09-26 19:26:49 main:574] : INFO : Epoch 1971 | loss: 0.0312303 | val_loss: 0.0312308 | Time: 5221.67 ms [2021-09-26 19:26:54 main:574] : INFO : Epoch 1972 | loss: 0.0312311 | val_loss: 0.03123 | Time: 5035.69 ms [2021-09-26 19:27:00 main:574] : INFO : Epoch 1973 | loss: 0.0312292 | val_loss: 0.0312331 | Time: 5027.32 ms [2021-09-26 19:27:05 main:574] : INFO : Epoch 1974 | loss: 0.0312296 | val_loss: 0.0312311 | Time: 5275.79 ms [2021-09-26 19:27:10 main:574] : INFO : Epoch 1975 | loss: 0.0312323 | val_loss: 0.031232 | Time: 5192.65 ms [2021-09-26 19:27:15 main:574] : INFO : Epoch 1976 | loss: 0.0312303 | val_loss: 0.0312289 | Time: 5088.59 ms [2021-09-26 19:27:20 main:574] : INFO : Epoch 1977 | loss: 0.0312293 | val_loss: 0.0312288 | Time: 5005.71 ms [2021-09-26 19:27:25 main:574] : INFO : Epoch 1978 | loss: 0.0312287 | val_loss: 0.0312289 | Time: 5223.82 ms [2021-09-26 19:27:30 main:574] : INFO : Epoch 1979 | loss: 0.0312291 | val_loss: 0.0312286 | Time: 5170.84 ms [2021-09-26 19:27:36 main:574] : INFO : Epoch 1980 | loss: 0.03123 | val_loss: 0.0312301 | Time: 5064.48 ms [2021-09-26 19:27:41 main:574] : INFO : Epoch 1981 | loss: 0.0312291 | val_loss: 0.0312346 | Time: 5132.78 ms [2021-09-26 19:27:46 main:574] : INFO : Epoch 1982 | loss: 0.0312301 | val_loss: 0.0312292 | Time: 5020.03 ms [2021-09-26 19:27:51 main:574] : INFO : Epoch 1983 | loss: 0.0312286 | val_loss: 0.0312294 | Time: 5133.48 ms [2021-09-26 19:27:56 main:574] : INFO : Epoch 1984 | loss: 0.0312298 | val_loss: 0.0312293 | Time: 5199.54 ms [2021-09-26 19:28:01 main:574] : INFO : Epoch 1985 | loss: 0.0312315 | val_loss: 0.0312289 | Time: 5079.97 ms [2021-09-26 19:28:07 main:574] : INFO : Epoch 1986 | loss: 0.031232 | val_loss: 0.0312303 | Time: 5475.57 ms [2021-09-26 19:28:12 main:574] : INFO : Epoch 1987 | loss: 0.0312342 | val_loss: 0.0312299 | Time: 5207.65 ms [2021-09-26 19:28:17 main:574] : INFO : Epoch 1988 | loss: 0.0312293 | val_loss: 0.0312413 | Time: 5391.25 ms [2021-09-26 19:28:22 main:574] : INFO : Epoch 1989 | loss: 0.0312311 | val_loss: 0.0312291 | Time: 5118.79 ms [2021-09-26 19:28:28 main:574] : INFO : Epoch 1990 | loss: 0.0312315 | val_loss: 0.0312298 | Time: 5373.16 ms [2021-09-26 19:28:33 main:574] : INFO : Epoch 1991 | loss: 0.0312279 | val_loss: 0.0312288 | Time: 5056.09 ms [2021-09-26 19:28:38 main:574] : INFO : Epoch 1992 | loss: 0.0312283 | val_loss: 0.0312278 | Time: 5413.33 ms [2021-09-26 19:28:43 main:574] : INFO : Epoch 1993 | loss: 0.03123 | val_loss: 0.0312413 | Time: 5132.02 ms [2021-09-26 19:28:49 main:574] : INFO : Epoch 1994 | loss: 0.0312327 | val_loss: 0.0312282 | Time: 5355.25 ms [2021-09-26 19:28:54 main:574] : INFO : Epoch 1995 | loss: 0.0312279 | val_loss: 0.0312291 | Time: 5388.71 ms [2021-09-26 19:28:59 main:574] : INFO : Epoch 1996 | loss: 0.0312291 | val_loss: 0.0312285 | Time: 5017.48 ms [2021-09-26 19:29:04 main:574] : INFO : Epoch 1997 | loss: 0.0312276 | val_loss: 0.0312295 | Time: 5006.3 ms [2021-09-26 19:29:09 main:574] : INFO : Epoch 1998 | loss: 0.0312282 | val_loss: 0.031228 | Time: 5240.3 ms [2021-09-26 19:29:14 main:574] : INFO : Epoch 1999 | loss: 0.031228 | val_loss: 0.0312288 | Time: 5125.59 ms [2021-09-26 19:29:20 main:574] : INFO : Epoch 2000 | loss: 0.0312293 | val_loss: 0.0312284 | Time: 5203.73 ms [2021-09-26 19:29:25 main:574] : INFO : Epoch 2001 | loss: 0.0312284 | val_loss: 0.0312358 | Time: 5187.13 ms [2021-09-26 19:29:30 main:574] : INFO : Epoch 2002 | loss: 0.0312333 | val_loss: 0.0312288 | Time: 5303.58 ms [2021-09-26 19:29:35 main:574] : INFO : Epoch 2003 | loss: 0.0312281 | val_loss: 0.0312277 | Time: 5165.98 ms [2021-09-26 19:29:41 main:574] : INFO : Epoch 2004 | loss: 0.0312281 | val_loss: 0.0312304 | Time: 5145.69 ms [2021-09-26 19:29:46 main:574] : INFO : Epoch 2005 | loss: 0.0312288 | val_loss: 0.0312309 | Time: 5180.18 ms [2021-09-26 19:29:51 main:574] : INFO : Epoch 2006 | loss: 0.0312289 | val_loss: 0.0312278 | Time: 5086.14 ms [2021-09-26 19:29:56 main:574] : INFO : Epoch 2007 | loss: 0.0312281 | val_loss: 0.0312282 | Time: 5002.79 ms [2021-09-26 19:30:01 main:574] : INFO : Epoch 2008 | loss: 0.0312293 | val_loss: 0.0312302 | Time: 5139.85 ms [2021-09-26 19:30:06 main:574] : INFO : Epoch 2009 | loss: 0.0312301 | val_loss: 0.031229 | Time: 5258.2 ms [2021-09-26 19:30:11 main:574] : INFO : Epoch 2010 | loss: 0.031228 | val_loss: 0.0312295 | Time: 5014.96 ms [2021-09-26 19:30:16 main:574] : INFO : Epoch 2011 | loss: 0.0312306 | val_loss: 0.031229 | Time: 5073.85 ms [2021-09-26 19:30:21 main:574] : INFO : Epoch 2012 | loss: 0.031228 | val_loss: 0.0312282 | Time: 5056.77 ms [2021-09-26 19:30:27 main:574] : INFO : Epoch 2013 | loss: 0.0312276 | val_loss: 0.0312295 | Time: 5232.96 ms [2021-09-26 19:30:32 main:574] : INFO : Epoch 2014 | loss: 0.0312304 | val_loss: 0.0312319 | Time: 5083.27 ms [2021-09-26 19:30:37 main:574] : INFO : Epoch 2015 | loss: 0.031229 | val_loss: 0.0312321 | Time: 5221.87 ms [2021-09-26 19:30:42 main:574] : INFO : Epoch 2016 | loss: 0.0312287 | val_loss: 0.031229 | Time: 5258.07 ms [2021-09-26 19:30:47 main:574] : INFO : Epoch 2017 | loss: 0.0312313 | val_loss: 0.0312317 | Time: 4950.45 ms [2021-09-26 19:30:52 main:574] : INFO : Epoch 2018 | loss: 0.0312286 | val_loss: 0.0312312 | Time: 5103.59 ms [2021-09-26 19:30:57 main:574] : INFO : Epoch 2019 | loss: 0.0312307 | val_loss: 0.0312365 | Time: 5111.98 ms [2021-09-26 19:31:03 main:574] : INFO : Epoch 2020 | loss: 0.0312295 | val_loss: 0.0312303 | Time: 5198.58 ms [2021-09-26 19:31:08 main:574] : INFO : Epoch 2021 | loss: 0.0312294 | val_loss: 0.0312301 | Time: 5224.44 ms [2021-09-26 19:31:13 main:574] : INFO : Epoch 2022 | loss: 0.0312282 | val_loss: 0.0312295 | Time: 5138.64 ms [2021-09-26 19:31:18 main:574] : INFO : Epoch 2023 | loss: 0.0312283 | val_loss: 0.0312284 | Time: 5003.31 ms [2021-09-26 19:31:23 main:574] : INFO : Epoch 2024 | loss: 0.0312305 | val_loss: 0.0312421 | Time: 4956.19 ms [2021-09-26 19:31:28 main:574] : INFO : Epoch 2025 | loss: 0.0312306 | val_loss: 0.0312308 | Time: 5365.17 ms [2021-09-26 19:31:34 main:574] : INFO : Epoch 2026 | loss: 0.0312285 | val_loss: 0.031232 | Time: 5256.93 ms [2021-09-26 19:31:39 main:574] : INFO : Epoch 2027 | loss: 0.0312317 | val_loss: 0.0312288 | Time: 5161.12 ms [2021-09-26 19:31:44 main:574] : INFO : Epoch 2028 | loss: 0.0312262 | val_loss: 0.0312267 | Time: 5348.88 ms [2021-09-26 19:31:49 main:574] : INFO : Epoch 2029 | loss: 0.0312285 | val_loss: 0.0312276 | Time: 4987.22 ms [2021-09-26 19:31:54 main:574] : INFO : Epoch 2030 | loss: 0.031227 | val_loss: 0.0312264 | Time: 5254.49 ms [2021-09-26 19:31:59 main:574] : INFO : Epoch 2031 | loss: 0.0312285 | val_loss: 0.0312263 | Time: 4949.04 ms [2021-09-26 19:32:04 main:574] : INFO : Epoch 2032 | loss: 0.0312282 | val_loss: 0.0312261 | Time: 5072.99 ms [2021-09-26 19:32:09 main:574] : INFO : Epoch 2033 | loss: 0.0312273 | val_loss: 0.0312271 | Time: 5137.38 ms [2021-09-26 19:32:15 main:574] : INFO : Epoch 2034 | loss: 0.0312274 | val_loss: 0.0312277 | Time: 5189.96 ms [2021-09-26 19:32:20 main:574] : INFO : Epoch 2035 | loss: 0.0312319 | val_loss: 0.0312286 | Time: 4955.23 ms [2021-09-26 19:32:25 main:574] : INFO : Epoch 2036 | loss: 0.0312282 | val_loss: 0.0312321 | Time: 5104.96 ms [2021-09-26 19:32:30 main:574] : INFO : Epoch 2037 | loss: 0.0312279 | val_loss: 0.0312268 | Time: 5122.16 ms [2021-09-26 19:32:35 main:574] : INFO : Epoch 2038 | loss: 0.0312306 | val_loss: 0.031233 | Time: 5119.02 ms [2021-09-26 19:32:40 main:574] : INFO : Epoch 2039 | loss: 0.0312304 | val_loss: 0.0312318 | Time: 5187.96 ms [2021-09-26 19:32:45 main:574] : INFO : Epoch 2040 | loss: 0.0312276 | val_loss: 0.0312285 | Time: 5057.56 ms [2021-09-26 19:32:50 main:574] : INFO : Epoch 2041 | loss: 0.0312274 | val_loss: 0.0312289 | Time: 5127.64 ms [2021-09-26 19:32:56 main:574] : INFO : Epoch 2042 | loss: 0.0312271 | val_loss: 0.0312271 | Time: 5204.61 ms [2021-09-26 19:33:01 main:574] : INFO : Epoch 2043 | loss: 0.0312274 | val_loss: 0.0312271 | Time: 5028.45 ms [2021-09-26 19:33:06 main:574] : INFO : Epoch 2044 | loss: 0.0312283 | val_loss: 0.031231 | Time: 5241.69 ms [2021-09-26 19:33:11 main:574] : INFO : Epoch 2045 | loss: 0.0312291 | val_loss: 0.0312281 | Time: 5380.1 ms [2021-09-26 19:33:16 main:574] : INFO : Epoch 2046 | loss: 0.031228 | val_loss: 0.0312276 | Time: 4948.79 ms [2021-09-26 19:33:21 main:574] : INFO : Epoch 2047 | loss: 0.0312268 | val_loss: 0.0312276 | Time: 4989.49 ms [2021-09-26 19:33:26 main:574] : INFO : Epoch 2048 | loss: 0.0312297 | val_loss: 0.0312353 | Time: 5013.35 ms [2021-09-26 19:33:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312353 [2021-09-26 19:33:26 main:603] : INFO : Saving end state to config to file [2021-09-26 19:33:26 main:608] : INFO : Success, exiting.. 19:33:26 (8284): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)