Task 7048201
| Name | ParityModified-1630349432-8812-1_0 |
| Workunit | 4756679 |
| Created | 1 Sep 2021, 0:33:14 UTC |
| Sent | 4 Sep 2021, 16:39:11 UTC |
| Report deadline | 11 Sep 2021, 16:39:11 UTC |
| Received | 6 Sep 2021, 17:34:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11931 |
| Run time | 3 hours 29 min 54 sec |
| CPU time | 3 hours 9 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,880.09 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311326 | val_loss: 0.0311759 | Time: 4676.3 ms [2021-09-06 11:47:22 main:574] : INFO : Epoch 1543 | loss: 0.0311329 | val_loss: 0.0311748 | Time: 4440 ms [2021-09-06 11:47:27 main:574] : INFO : Epoch 1544 | loss: 0.031135 | val_loss: 0.0311765 | Time: 4585.87 ms [2021-09-06 11:47:32 main:574] : INFO : Epoch 1545 | loss: 0.0311425 | val_loss: 0.0311779 | Time: 4562.03 ms [2021-09-06 11:47:37 main:574] : INFO : Epoch 1546 | loss: 0.031135 | val_loss: 0.0311805 | Time: 4954.03 ms [2021-09-06 11:47:42 main:574] : INFO : Epoch 1547 | loss: 0.0311333 | val_loss: 0.0311686 | Time: 5149.2 ms [2021-09-06 11:47:47 main:574] : INFO : Epoch 1548 | loss: 0.0311333 | val_loss: 0.03117 | Time: 5007.69 ms [2021-09-06 11:47:53 main:574] : INFO : Epoch 1549 | loss: 0.0311324 | val_loss: 0.0311739 | Time: 4994.76 ms [2021-09-06 11:47:58 main:574] : INFO : Epoch 1550 | loss: 0.031133 | val_loss: 0.0311722 | Time: 5132.08 ms [2021-09-06 11:48:03 main:574] : INFO : Epoch 1551 | loss: 0.0311324 | val_loss: 0.0311695 | Time: 5323.78 ms [2021-09-06 11:48:08 main:574] : INFO : Epoch 1552 | loss: 0.0311308 | val_loss: 0.0311769 | Time: 5187.46 ms [2021-09-06 11:48:14 main:574] : INFO : Epoch 1553 | loss: 0.031132 | val_loss: 0.0311742 | Time: 5201.37 ms [2021-09-06 11:48:19 main:574] : INFO : Epoch 1554 | loss: 0.0311293 | val_loss: 0.0311807 | Time: 5133.85 ms [2021-09-06 11:48:24 main:574] : INFO : Epoch 1555 | loss: 0.0311373 | val_loss: 0.0311718 | Time: 4979.93 ms [2021-09-06 11:48:29 main:574] : INFO : Epoch 1556 | loss: 0.0311333 | val_loss: 0.0311778 | Time: 5183.45 ms [2021-09-06 11:48:35 main:574] : INFO : Epoch 1557 | loss: 0.0311323 | val_loss: 0.0311734 | Time: 5088.69 ms [2021-09-06 11:48:40 main:574] : INFO : Epoch 1558 | loss: 0.0311335 | val_loss: 0.0311747 | Time: 5113.17 ms [2021-09-06 11:48:45 main:574] : INFO : Epoch 1559 | loss: 0.031136 | val_loss: 0.0311758 | Time: 5066.33 ms [2021-09-06 11:48:50 main:574] : INFO : Epoch 1560 | loss: 0.0311315 | val_loss: 0.0311727 | Time: 5160.6 ms [2021-09-06 11:48:56 main:574] : INFO : Epoch 1561 | loss: 0.0311318 | val_loss: 0.0311718 | Time: 5331.71 ms [2021-09-06 11:49:01 main:574] : INFO : Epoch 1562 | loss: 0.0311428 | val_loss: 0.0311643 | Time: 5052.8 ms [2021-09-06 11:49:06 main:574] : INFO : Epoch 1563 | loss: 0.0311407 | val_loss: 0.0311697 | Time: 5243.11 ms [2021-09-06 11:49:12 main:574] : INFO : Epoch 1564 | loss: 0.0311414 | val_loss: 0.0311714 | Time: 5177.78 ms [2021-09-06 11:49:17 main:574] : INFO : Epoch 1565 | loss: 0.031141 | val_loss: 0.0311789 | Time: 5033.34 ms [2021-09-06 11:49:22 main:574] : INFO : Epoch 1566 | loss: 0.0311575 | val_loss: 0.0311726 | Time: 5198.53 ms [2021-09-06 11:49:27 main:574] : INFO : Epoch 1567 | loss: 0.0311528 | val_loss: 0.0311658 | Time: 5084.63 ms [2021-09-06 11:49:33 main:574] : INFO : Epoch 1568 | loss: 0.0311453 | val_loss: 0.0311646 | Time: 5081.51 ms [2021-09-06 11:49:38 main:574] : INFO : Epoch 1569 | loss: 0.0311485 | val_loss: 0.0311681 | Time: 5207.71 ms [2021-09-06 11:49:43 main:574] : INFO : Epoch 1570 | loss: 0.0311451 | val_loss: 0.031167 | Time: 5220.56 ms [2021-09-06 11:49:49 main:574] : INFO : Epoch 1571 | loss: 0.0311417 | val_loss: 0.0311723 | Time: 5310.91 ms [2021-09-06 11:49:54 main:574] : INFO : Epoch 1572 | loss: 0.0311393 | val_loss: 0.0311681 | Time: 5058.86 ms [2021-09-06 11:49:59 main:574] : INFO : Epoch 1573 | loss: 0.0311406 | val_loss: 0.0311697 | Time: 4963.34 ms [2021-09-06 11:50:05 main:574] : INFO : Epoch 1574 | loss: 0.0311383 | val_loss: 0.0311704 | Time: 5243.19 ms [2021-09-06 11:50:11 main:574] : INFO : Epoch 1575 | loss: 0.0311355 | val_loss: 0.0311691 | Time: 5094.22 ms [2021-09-06 11:50:16 main:574] : INFO : Epoch 1576 | loss: 0.0311348 | val_loss: 0.0311781 | Time: 5122.94 ms [2021-09-06 11:50:24 main:574] : INFO : Epoch 1577 | loss: 0.0311368 | val_loss: 0.0311717 | Time: 5213.98 ms [2021-09-06 11:50:29 main:574] : INFO : Epoch 1578 | loss: 0.0311361 | val_loss: 0.0311813 | Time: 5003.11 ms [2021-09-06 11:50:34 main:574] : INFO : Epoch 1579 | loss: 0.0311396 | val_loss: 0.0311756 | Time: 5161.61 ms [2021-09-06 11:50:39 main:574] : INFO : Epoch 1580 | loss: 0.031138 | val_loss: 0.0311733 | Time: 4894.31 ms [2021-09-06 11:50:45 main:574] : INFO : Epoch 1581 | loss: 0.0311392 | val_loss: 0.0311758 | Time: 5226.28 ms [2021-09-06 11:50:50 main:574] : INFO : Epoch 1582 | loss: 0.031146 | val_loss: 0.0311751 | Time: 5223.29 ms [2021-09-06 11:50:55 main:574] : INFO : Epoch 1583 | loss: 0.0311442 | val_loss: 0.0311776 | Time: 5153.45 ms [2021-09-06 11:51:01 main:574] : INFO : Epoch 1584 | loss: 0.0311455 | val_loss: 0.0311695 | Time: 5144.51 ms [2021-09-06 11:51:06 main:574] : INFO : Epoch 1585 | loss: 0.0311458 | val_loss: 0.0311719 | Time: 4883.89 ms [2021-09-06 11:51:11 main:574] : INFO : Epoch 1586 | loss: 0.0311405 | val_loss: 0.0311703 | Time: 5071.87 ms [2021-09-06 11:51:16 main:574] : INFO : Epoch 1587 | loss: 0.0311407 | val_loss: 0.0311705 | Time: 5118.5 ms [2021-09-06 11:51:22 main:574] : INFO : Epoch 1588 | loss: 0.0311391 | val_loss: 0.0311741 | Time: 5236.37 ms [2021-09-06 11:51:27 main:574] : INFO : Epoch 1589 | loss: 0.0311375 | val_loss: 0.0311719 | Time: 5196.32 ms [2021-09-06 11:51:32 main:574] : INFO : Epoch 1590 | loss: 0.0311387 | val_loss: 0.0311739 | Time: 5094.24 ms [2021-09-06 11:51:40 main:574] : INFO : Epoch 1591 | loss: 0.0311398 | val_loss: 0.0311688 | Time: 5100.77 ms [2021-09-06 11:51:46 main:574] : INFO : Epoch 1592 | loss: 0.0311422 | val_loss: 0.0311716 | Time: 5256.26 ms [2021-09-06 11:51:52 main:574] : INFO : Epoch 1593 | loss: 0.0311384 | val_loss: 0.0311758 | Time: 5242.71 ms [2021-09-06 11:51:57 main:574] : INFO : Epoch 1594 | loss: 0.0311383 | val_loss: 0.0311736 | Time: 5177.06 ms [2021-09-06 11:52:02 main:574] : INFO : Epoch 1595 | loss: 0.0311354 | val_loss: 0.0311768 | Time: 5223.11 ms [2021-09-06 11:52:08 main:574] : INFO : Epoch 1596 | loss: 0.0311358 | val_loss: 0.0311783 | Time: 5151.66 ms [2021-09-06 11:52:14 main:574] : INFO : Epoch 1597 | loss: 0.0311326 | val_loss: 0.0311732 | Time: 5172.02 ms [2021-09-06 11:52:19 main:574] : INFO : Epoch 1598 | loss: 0.0311315 | val_loss: 0.0311765 | Time: 5202.89 ms [2021-09-06 11:52:24 main:574] : INFO : Epoch 1599 | loss: 0.031132 | val_loss: 0.0311706 | Time: 5157.71 ms [2021-09-06 11:52:30 main:574] : INFO : Epoch 1600 | loss: 0.0311402 | val_loss: 0.0311776 | Time: 5124.79 ms [2021-09-06 11:52:35 main:574] : INFO : Epoch 1601 | loss: 0.0311356 | val_loss: 0.0311654 | Time: 4996.27 ms [2021-09-06 11:52:41 main:574] : INFO : Epoch 1602 | loss: 0.031135 | val_loss: 0.0311767 | Time: 5162.29 ms [2021-09-06 11:52:47 main:574] : INFO : Epoch 1603 | loss: 0.0311304 | val_loss: 0.0311746 | Time: 5185.46 ms [2021-09-06 11:52:52 main:574] : INFO : Epoch 1604 | loss: 0.0311314 | val_loss: 0.0311775 | Time: 4986.29 ms [2021-09-06 11:52:57 main:574] : INFO : Epoch 1605 | loss: 0.031129 | val_loss: 0.0311758 | Time: 5109.4 ms [2021-09-06 11:53:03 main:574] : INFO : Epoch 1606 | loss: 0.0311312 | val_loss: 0.0311777 | Time: 5061.98 ms [2021-09-06 11:53:09 main:574] : INFO : Epoch 1607 | loss: 0.0311313 | val_loss: 0.0311796 | Time: 5174.88 ms [2021-09-06 11:53:15 main:574] : INFO : Epoch 1608 | loss: 0.0311298 | val_loss: 0.0311761 | Time: 5251.86 ms [2021-09-06 11:53:22 main:574] : INFO : Epoch 1609 | loss: 0.0311298 | val_loss: 0.0311789 | Time: 5211.04 ms [2021-09-06 11:53:27 main:574] : INFO : Epoch 1610 | loss: 0.0311317 | val_loss: 0.0311769 | Time: 5098.98 ms [2021-09-06 11:53:32 main:574] : INFO : Epoch 1611 | loss: 0.0311301 | val_loss: 0.0311767 | Time: 5361.76 ms [2021-09-06 11:53:38 main:574] : INFO : Epoch 1612 | loss: 0.0311276 | val_loss: 0.0311746 | Time: 5103.47 ms [2021-09-06 11:53:44 main:574] : INFO : Epoch 1613 | loss: 0.031129 | val_loss: 0.0311774 | Time: 5096.54 ms [2021-09-06 11:53:49 main:574] : INFO : Epoch 1614 | loss: 0.0311316 | val_loss: 0.0311728 | Time: 5281.78 ms [2021-09-06 11:53:55 main:574] : INFO : Epoch 1615 | loss: 0.0311323 | val_loss: 0.0311884 | Time: 5243.64 ms [2021-09-06 11:54:00 main:574] : INFO : Epoch 1616 | loss: 0.0311379 | val_loss: 0.0311869 | Time: 5118.85 ms [2021-09-06 11:54:05 main:574] : INFO : Epoch 1617 | loss: 0.0311298 | val_loss: 0.0311727 | Time: 5125.28 ms [2021-09-06 11:54:10 main:574] : INFO : Epoch 1618 | loss: 0.0311274 | val_loss: 0.0311738 | Time: 5118.03 ms [2021-09-06 11:54:16 main:574] : INFO : Epoch 1619 | loss: 0.031129 | val_loss: 0.0311903 | Time: 5406.91 ms [2021-09-06 11:54:21 main:574] : INFO : Epoch 1620 | loss: 0.0311337 | val_loss: 0.0311817 | Time: 5214.53 ms [2021-09-06 11:54:27 main:574] : INFO : Epoch 1621 | loss: 0.0311376 | val_loss: 0.0311748 | Time: 5348.04 ms [2021-09-06 11:54:32 main:574] : INFO : Epoch 1622 | loss: 0.0311361 | val_loss: 0.0311706 | Time: 5401.44 ms [2021-09-06 11:54:37 main:574] : INFO : Epoch 1623 | loss: 0.0311384 | val_loss: 0.0311747 | Time: 5266.68 ms [2021-09-06 11:54:43 main:574] : INFO : Epoch 1624 | loss: 0.0311453 | val_loss: 0.0311823 | Time: 5223.54 ms [2021-09-06 11:54:48 main:574] : INFO : Epoch 1625 | loss: 0.031175 | val_loss: 0.0311789 | Time: 5374.72 ms [2021-09-06 11:54:53 main:574] : INFO : Epoch 1626 | loss: 0.0311789 | val_loss: 0.0311918 | Time: 5310.18 ms [2021-09-06 11:54:59 main:574] : INFO : Epoch 1627 | loss: 0.0311883 | val_loss: 0.0311913 | Time: 5056.44 ms [2021-09-06 11:55:04 main:574] : INFO : Epoch 1628 | loss: 0.0311863 | val_loss: 0.0311916 | Time: 5308.07 ms [2021-09-06 11:55:09 main:574] : INFO : Epoch 1629 | loss: 0.0311824 | val_loss: 0.03118 | Time: 5099.08 ms [2021-09-06 11:55:14 main:574] : INFO : Epoch 1630 | loss: 0.0311781 | val_loss: 0.0311797 | Time: 5003.73 ms [2021-09-06 11:55:19 main:574] : INFO : Epoch 1631 | loss: 0.0311763 | val_loss: 0.0311784 | Time: 5127.41 ms [2021-09-06 11:55:24 main:574] : INFO : Epoch 1632 | loss: 0.0311757 | val_loss: 0.0311786 | Time: 5078.55 ms [2021-09-06 11:55:30 main:574] : INFO : Epoch 1633 | loss: 0.0311745 | val_loss: 0.0311785 | Time: 5570.93 ms [2021-09-06 11:55:36 main:574] : INFO : Epoch 1634 | loss: 0.0311737 | val_loss: 0.0311779 | Time: 5558.29 ms [2021-09-06 11:55:41 main:574] : INFO : Epoch 1635 | loss: 0.0311732 | val_loss: 0.0311798 | Time: 5507.03 ms [2021-09-06 11:55:47 main:574] : INFO : Epoch 1636 | loss: 0.0311753 | val_loss: 0.0311789 | Time: 5724.72 ms [2021-09-06 11:55:53 main:574] : INFO : Epoch 1637 | loss: 0.0311761 | val_loss: 0.0311771 | Time: 5647.96 ms [2021-09-06 11:55:58 main:574] : INFO : Epoch 1638 | loss: 0.0311741 | val_loss: 0.0311771 | Time: 5532.46 ms [2021-09-06 11:56:04 main:574] : INFO : Epoch 1639 | loss: 0.031175 | val_loss: 0.0311783 | Time: 5417.39 ms [2021-09-06 11:56:09 main:574] : INFO : Epoch 1640 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 5373.75 ms [2021-09-06 11:56:15 main:574] : INFO : Epoch 1641 | loss: 0.0311762 | val_loss: 0.0311819 | Time: 5363.09 ms [2021-09-06 11:56:21 main:574] : INFO : Epoch 1642 | loss: 0.0311754 | val_loss: 0.0311782 | Time: 5114.17 ms [2021-09-06 11:56:27 main:574] : INFO : Epoch 1643 | loss: 0.0311711 | val_loss: 0.0311774 | Time: 5281.23 ms [2021-09-06 11:56:32 main:574] : INFO : Epoch 1644 | loss: 0.0311718 | val_loss: 0.0311782 | Time: 5160.79 ms [2021-09-06 11:56:37 main:574] : INFO : Epoch 1645 | loss: 0.0311716 | val_loss: 0.031181 | Time: 5061.8 ms [2021-09-06 11:56:43 main:574] : INFO : Epoch 1646 | loss: 0.031172 | val_loss: 0.0311788 | Time: 5280.13 ms [2021-09-06 11:56:49 main:574] : INFO : Epoch 1647 | loss: 0.0311711 | val_loss: 0.0311781 | Time: 5306.81 ms [2021-09-06 11:56:54 main:574] : INFO : Epoch 1648 | loss: 0.0311746 | val_loss: 0.0311848 | Time: 5389.4 ms [2021-09-06 11:57:00 main:574] : INFO : Epoch 1649 | loss: 0.0311719 | val_loss: 0.0311777 | Time: 5167.7 ms [2021-09-06 11:57:05 main:574] : INFO : Epoch 1650 | loss: 0.031177 | val_loss: 0.0311909 | Time: 5292.1 ms [2021-09-06 11:57:11 main:574] : INFO : Epoch 1651 | loss: 0.0311748 | val_loss: 0.0311822 | Time: 5211.61 ms [2021-09-06 11:57:16 main:574] : INFO : Epoch 1652 | loss: 0.0311728 | val_loss: 0.0311791 | Time: 5189.22 ms [2021-09-06 11:57:22 main:574] : INFO : Epoch 1653 | loss: 0.0311697 | val_loss: 0.031183 | Time: 5120.26 ms [2021-09-06 11:57:27 main:574] : INFO : Epoch 1654 | loss: 0.0311721 | val_loss: 0.0311841 | Time: 5337.52 ms [2021-09-06 11:57:33 main:574] : INFO : Epoch 1655 | loss: 0.0311693 | val_loss: 0.0311779 | Time: 5381.85 ms [2021-09-06 11:57:39 main:574] : INFO : Epoch 1656 | loss: 0.0311682 | val_loss: 0.0311773 | Time: 5355.86 ms [2021-09-06 11:57:45 main:574] : INFO : Epoch 1657 | loss: 0.031167 | val_loss: 0.0311804 | Time: 5305.82 ms [2021-09-06 11:57:51 main:574] : INFO : Epoch 1658 | loss: 0.0311667 | val_loss: 0.0311782 | Time: 5253.94 ms [2021-09-06 11:57:56 main:574] : INFO : Epoch 1659 | loss: 0.0311663 | val_loss: 0.0311779 | Time: 5061.44 ms [2021-09-06 11:58:02 main:574] : INFO : Epoch 1660 | loss: 0.0311704 | val_loss: 0.0311783 | Time: 5259.2 ms [2021-09-06 11:58:07 main:574] : INFO : Epoch 1661 | loss: 0.0311686 | val_loss: 0.0311785 | Time: 5228.37 ms [2021-09-06 11:58:13 main:574] : INFO : Epoch 1662 | loss: 0.0311655 | val_loss: 0.0311773 | Time: 5273.47 ms [2021-09-06 11:58:18 main:574] : INFO : Epoch 1663 | loss: 0.0311681 | val_loss: 0.0311767 | Time: 4890.16 ms [2021-09-06 11:58:23 main:574] : INFO : Epoch 1664 | loss: 0.0311703 | val_loss: 0.0311775 | Time: 5075.22 ms [2021-09-06 11:58:29 main:574] : INFO : Epoch 1665 | loss: 0.0311661 | val_loss: 0.0311783 | Time: 5130.18 ms [2021-09-06 11:58:34 main:574] : INFO : Epoch 1666 | loss: 0.0311639 | val_loss: 0.0311781 | Time: 5122.57 ms [2021-09-06 11:58:40 main:574] : INFO : Epoch 1667 | loss: 0.0311651 | val_loss: 0.0311842 | Time: 5046.66 ms [2021-09-06 11:58:45 main:574] : INFO : Epoch 1668 | loss: 0.0311714 | val_loss: 0.0311864 | Time: 5146 ms [2021-09-06 11:58:51 main:574] : INFO : Epoch 1669 | loss: 0.031167 | val_loss: 0.0311767 | Time: 5128.19 ms [2021-09-06 11:58:56 main:574] : INFO : Epoch 1670 | loss: 0.0311644 | val_loss: 0.0311753 | Time: 5091.14 ms [2021-09-06 11:59:01 main:574] : INFO : Epoch 1671 | loss: 0.0311653 | val_loss: 0.0311773 | Time: 5082.85 ms [2021-09-06 11:59:07 main:574] : INFO : Epoch 1672 | loss: 0.0311658 | val_loss: 0.0311769 | Time: 5074.13 ms [2021-09-06 11:59:12 main:574] : INFO : Epoch 1673 | loss: 0.0311637 | val_loss: 0.0311808 | Time: 5223.98 ms [2021-09-06 11:59:17 main:574] : INFO : Epoch 1674 | loss: 0.0311642 | val_loss: 0.0311796 | Time: 4850.44 ms [2021-09-06 11:59:23 main:574] : INFO : Epoch 1675 | loss: 0.0311628 | val_loss: 0.0311773 | Time: 5160.09 ms [2021-09-06 11:59:28 main:574] : INFO : Epoch 1676 | loss: 0.0311632 | val_loss: 0.0311766 | Time: 5264.54 ms [2021-09-06 11:59:34 main:574] : INFO : Epoch 1677 | loss: 0.0311635 | val_loss: 0.0311781 | Time: 5491.55 ms [2021-09-06 11:59:39 main:574] : INFO : Epoch 1678 | loss: 0.0311621 | val_loss: 0.031176 | Time: 5259.75 ms [2021-09-06 11:59:45 main:574] : INFO : Epoch 1679 | loss: 0.0311644 | val_loss: 0.0311764 | Time: 5020.04 ms [2021-09-06 11:59:50 main:574] : INFO : Epoch 1680 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 5270.49 ms [2021-09-06 11:59:55 main:574] : INFO : Epoch 1681 | loss: 0.0311663 | val_loss: 0.0311752 | Time: 4953.62 ms [2021-09-06 12:00:01 main:574] : INFO : Epoch 1682 | loss: 0.0311639 | val_loss: 0.0311783 | Time: 5418.46 ms [2021-09-06 12:00:06 main:574] : INFO : Epoch 1683 | loss: 0.0311655 | val_loss: 0.0311795 | Time: 5184.52 ms [2021-09-06 12:00:11 main:574] : INFO : Epoch 1684 | loss: 0.0311669 | val_loss: 0.0311754 | Time: 5094.68 ms [2021-09-06 12:00:17 main:574] : INFO : Epoch 1685 | loss: 0.0311635 | val_loss: 0.0311785 | Time: 5347.87 ms [2021-09-06 12:00:22 main:574] : INFO : Epoch 1686 | loss: 0.0311636 | val_loss: 0.0311779 | Time: 5179.41 ms [2021-09-06 12:00:28 main:574] : INFO : Epoch 1687 | loss: 0.0311639 | val_loss: 0.0311794 | Time: 5321.7 ms [2021-09-06 12:00:33 main:574] : INFO : Epoch 1688 | loss: 0.0311647 | val_loss: 0.0311826 | Time: 5253.81 ms [2021-09-06 12:00:38 main:574] : INFO : Epoch 1689 | loss: 0.0311633 | val_loss: 0.0311751 | Time: 4911.4 ms [2021-09-06 12:00:44 main:574] : INFO : Epoch 1690 | loss: 0.0311618 | val_loss: 0.0311751 | Time: 5125.82 ms [2021-09-06 12:00:49 main:574] : INFO : Epoch 1691 | loss: 0.0311624 | val_loss: 0.0311757 | Time: 4893.92 ms [2021-09-06 12:00:55 main:574] : INFO : Epoch 1692 | loss: 0.0311632 | val_loss: 0.0311744 | Time: 5353.01 ms [2021-09-06 12:01:00 main:574] : INFO : Epoch 1693 | loss: 0.0311627 | val_loss: 0.0311756 | Time: 5253.68 ms [2021-09-06 12:01:06 main:574] : INFO : Epoch 1694 | loss: 0.031165 | val_loss: 0.0311773 | Time: 5056.18 ms [2021-09-06 12:01:11 main:574] : INFO : Epoch 1695 | loss: 0.0311621 | val_loss: 0.0311748 | Time: 5313.98 ms [2021-09-06 12:01:17 main:574] : INFO : Epoch 1696 | loss: 0.0311657 | val_loss: 0.0311893 | Time: 5207.16 ms [2021-09-06 12:01:22 main:574] : INFO : Epoch 1697 | loss: 0.031165 | val_loss: 0.0311809 | Time: 5163.03 ms [2021-09-06 12:01:28 main:574] : INFO : Epoch 1698 | loss: 0.0311624 | val_loss: 0.0311732 | Time: 5166.54 ms [2021-09-06 12:01:33 main:574] : INFO : Epoch 1699 | loss: 0.0311598 | val_loss: 0.0311793 | Time: 5319.8 ms [2021-09-06 12:01:39 main:574] : INFO : Epoch 1700 | loss: 0.0311619 | val_loss: 0.0311795 | Time: 5267.24 ms [2021-09-06 12:01:44 main:574] : INFO : Epoch 1701 | loss: 0.0311601 | val_loss: 0.0311753 | Time: 5223.12 ms [2021-09-06 12:01:49 main:574] : INFO : Epoch 1702 | loss: 0.03116 | val_loss: 0.0311828 | Time: 5063.81 ms [2021-09-06 12:01:55 main:574] : INFO : Epoch 1703 | loss: 0.0311638 | val_loss: 0.0311832 | Time: 5287.86 ms [2021-09-06 12:02:00 main:574] : INFO : Epoch 1704 | loss: 0.0311613 | val_loss: 0.0311779 | Time: 5186.62 ms [2021-09-06 12:02:06 main:574] : INFO : Epoch 1705 | loss: 0.031163 | val_loss: 0.0311783 | Time: 5067.5 ms [2021-09-06 12:02:11 main:574] : INFO : Epoch 1706 | loss: 0.0311649 | val_loss: 0.0311841 | Time: 5143.85 ms [2021-09-06 12:02:16 main:574] : INFO : Epoch 1707 | loss: 0.0311663 | val_loss: 0.0311769 | Time: 5171.11 ms [2021-09-06 12:02:22 main:574] : INFO : Epoch 1708 | loss: 0.0311654 | val_loss: 0.031175 | Time: 5746.71 ms [2021-09-06 12:02:29 main:574] : INFO : Epoch 1709 | loss: 0.0311668 | val_loss: 0.0311751 | Time: 6365.06 ms [2021-09-06 12:02:35 main:574] : INFO : Epoch 1710 | loss: 0.0311623 | val_loss: 0.0311754 | Time: 5552.56 ms [2021-09-06 12:02:40 main:574] : INFO : Epoch 1711 | loss: 0.031163 | val_loss: 0.0311761 | Time: 5598.26 ms [2021-09-06 12:02:46 main:574] : INFO : Epoch 1712 | loss: 0.0311615 | val_loss: 0.0311802 | Time: 5163.78 ms [2021-09-06 12:02:51 main:574] : INFO : Epoch 1713 | loss: 0.0311628 | val_loss: 0.031176 | Time: 5011.16 ms [2021-09-06 12:02:57 main:574] : INFO : Epoch 1714 | loss: 0.0311676 | val_loss: 0.0311822 | Time: 5270.48 ms [2021-09-06 12:03:02 main:574] : INFO : Epoch 1715 | loss: 0.0311744 | val_loss: 0.0311826 | Time: 5039.55 ms [2021-09-06 12:03:07 main:574] : INFO : Epoch 1716 | loss: 0.0311697 | val_loss: 0.0311784 | Time: 4984.05 ms [2021-09-06 12:03:13 main:574] : INFO : Epoch 1717 | loss: 0.0311663 | val_loss: 0.0311769 | Time: 5228.64 ms [2021-09-06 12:03:18 main:574] : INFO : Epoch 1718 | loss: 0.0311656 | val_loss: 0.031176 | Time: 5179.24 ms [2021-09-06 12:03:24 main:574] : INFO : Epoch 1719 | loss: 0.0311654 | val_loss: 0.0311755 | Time: 5144.73 ms [2021-09-06 12:03:29 main:574] : INFO : Epoch 1720 | loss: 0.0311674 | val_loss: 0.031176 | Time: 5303.8 ms [2021-09-06 12:03:34 main:574] : INFO : Epoch 1721 | loss: 0.0311639 | val_loss: 0.0311781 | Time: 5163.86 ms [2021-09-06 12:03:40 main:574] : INFO : Epoch 1722 | loss: 0.0311665 | val_loss: 0.0311788 | Time: 5299.96 ms [2021-09-06 12:03:46 main:574] : INFO : Epoch 1723 | loss: 0.031165 | val_loss: 0.0311784 | Time: 5307.49 ms [2021-09-06 12:03:52 main:574] : INFO : Epoch 1724 | loss: 0.031166 | val_loss: 0.0311751 | Time: 5252.54 ms [2021-09-06 12:03:58 main:574] : INFO : Epoch 1725 | loss: 0.0311672 | val_loss: 0.0311779 | Time: 5270.15 ms [2021-09-06 12:04:04 main:574] : INFO : Epoch 1726 | loss: 0.0311672 | val_loss: 0.0311776 | Time: 5409.66 ms [2021-09-06 12:04:10 main:574] : INFO : Epoch 1727 | loss: 0.0311637 | val_loss: 0.0311816 | Time: 5091.11 ms [2021-09-06 12:04:16 main:574] : INFO : Epoch 1728 | loss: 0.0311637 | val_loss: 0.0311758 | Time: 5482.5 ms [2021-09-06 12:04:22 main:574] : INFO : Epoch 1729 | loss: 0.031162 | val_loss: 0.0311794 | Time: 5327.5 ms [2021-09-06 12:04:28 main:574] : INFO : Epoch 1730 | loss: 0.0311622 | val_loss: 0.0311834 | Time: 5239.18 ms [2021-09-06 12:04:34 main:574] : INFO : Epoch 1731 | loss: 0.0311632 | val_loss: 0.031174 | Time: 5307.52 ms [2021-09-06 12:04:40 main:574] : INFO : Epoch 1732 | loss: 0.0311604 | val_loss: 0.0311759 | Time: 5539.85 ms [2021-09-06 12:04:46 main:574] : INFO : Epoch 1733 | loss: 0.0311613 | val_loss: 0.0311751 | Time: 5102.55 ms [2021-09-06 12:04:52 main:574] : INFO : Epoch 1734 | loss: 0.0311613 | val_loss: 0.0311754 | Time: 5301.35 ms [2021-09-06 12:04:58 main:574] : INFO : Epoch 1735 | loss: 0.0311627 | val_loss: 0.031182 | Time: 5362.96 ms [2021-09-06 12:05:04 main:574] : INFO : Epoch 1736 | loss: 0.0311618 | val_loss: 0.0311757 | Time: 5002.97 ms [2021-09-06 12:05:09 main:574] : INFO : Epoch 1737 | loss: 0.0311595 | val_loss: 0.0311732 | Time: 5188.03 ms [2021-09-06 12:05:15 main:574] : INFO : Epoch 1738 | loss: 0.0311622 | val_loss: 0.0311785 | Time: 5064.19 ms [2021-09-06 12:05:20 main:574] : INFO : Epoch 1739 | loss: 0.0311626 | val_loss: 0.0311741 | Time: 5023.05 ms [2021-09-06 12:05:26 main:574] : INFO : Epoch 1740 | loss: 0.0311611 | val_loss: 0.0311777 | Time: 5251.28 ms [2021-09-06 12:05:31 main:574] : INFO : Epoch 1741 | loss: 0.03116 | val_loss: 0.031175 | Time: 5153.49 ms [2021-09-06 12:05:37 main:574] : INFO : Epoch 1742 | loss: 0.03116 | val_loss: 0.0311752 | Time: 5269.54 ms [2021-09-06 12:05:42 main:574] : INFO : Epoch 1743 | loss: 0.0311585 | val_loss: 0.0311769 | Time: 5108.12 ms [2021-09-06 12:05:48 main:574] : INFO : Epoch 1744 | loss: 0.0311591 | val_loss: 0.031176 | Time: 5149.49 ms [2021-09-06 12:05:53 main:574] : INFO : Epoch 1745 | loss: 0.0311644 | val_loss: 0.0311841 | Time: 5108.5 ms [2021-09-06 12:05:58 main:574] : INFO : Epoch 1746 | loss: 0.0311603 | val_loss: 0.0311757 | Time: 5174.09 ms [2021-09-06 12:06:04 main:574] : INFO : Epoch 1747 | loss: 0.0311592 | val_loss: 0.0311794 | Time: 5163.35 ms [2021-09-06 12:06:09 main:574] : INFO : Epoch 1748 | loss: 0.0311581 | val_loss: 0.0311799 | Time: 5170.84 ms [2021-09-06 12:06:15 main:574] : INFO : Epoch 1749 | loss: 0.0311589 | val_loss: 0.0311751 | Time: 5320.66 ms [2021-09-06 12:06:20 main:574] : INFO : Epoch 1750 | loss: 0.0311577 | val_loss: 0.0311784 | Time: 5312.58 ms [2021-09-06 12:06:26 main:574] : INFO : Epoch 1751 | loss: 0.0311572 | val_loss: 0.0311776 | Time: 5460.39 ms [2021-09-06 12:06:32 main:574] : INFO : Epoch 1752 | loss: 0.0311578 | val_loss: 0.031177 | Time: 5408.19 ms [2021-09-06 12:06:38 main:574] : INFO : Epoch 1753 | loss: 0.0311585 | val_loss: 0.0311767 | Time: 5444.99 ms [2021-09-06 12:06:44 main:574] : INFO : Epoch 1754 | loss: 0.0311581 | val_loss: 0.0311851 | Time: 5177.36 ms [2021-09-06 12:06:50 main:574] : INFO : Epoch 1755 | loss: 0.0311608 | val_loss: 0.0311824 | Time: 5106.3 ms [2021-09-06 12:06:56 main:574] : INFO : Epoch 1756 | loss: 0.031157 | val_loss: 0.0311752 | Time: 5109.62 ms [2021-09-06 12:07:02 main:574] : INFO : Epoch 1757 | loss: 0.0311547 | val_loss: 0.0311756 | Time: 5260.28 ms [2021-09-06 12:07:07 main:574] : INFO : Epoch 1758 | loss: 0.031155 | val_loss: 0.0311742 | Time: 5134.36 ms [2021-09-06 12:07:13 main:574] : INFO : Epoch 1759 | loss: 0.0311557 | val_loss: 0.0311746 | Time: 5417.73 ms [2021-09-06 12:07:19 main:574] : INFO : Epoch 1760 | loss: 0.0311551 | val_loss: 0.031173 | Time: 5096.8 ms [2021-09-06 12:07:25 main:574] : INFO : Epoch 1761 | loss: 0.0311617 | val_loss: 0.0311838 | Time: 5211.51 ms [2021-09-06 12:07:31 main:574] : INFO : Epoch 1762 | loss: 0.0311634 | val_loss: 0.0311819 | Time: 5229.1 ms [2021-09-06 12:07:37 main:574] : INFO : Epoch 1763 | loss: 0.0311584 | val_loss: 0.0311766 | Time: 5317.61 ms [2021-09-06 12:07:43 main:574] : INFO : Epoch 1764 | loss: 0.031157 | val_loss: 0.0311785 | Time: 5306.16 ms [2021-09-06 12:07:49 main:574] : INFO : Epoch 1765 | loss: 0.0311579 | val_loss: 0.0311761 | Time: 5340.5 ms [2021-09-06 12:07:55 main:574] : INFO : Epoch 1766 | loss: 0.0311553 | val_loss: 0.0311747 | Time: 5321.75 ms [2021-09-06 12:08:01 main:574] : INFO : Epoch 1767 | loss: 0.0311599 | val_loss: 0.0311814 | Time: 5190.7 ms [2021-09-06 12:08:07 main:574] : INFO : Epoch 1768 | loss: 0.0311626 | val_loss: 0.0311759 | Time: 5494.37 ms [2021-09-06 12:08:13 main:574] : INFO : Epoch 1769 | loss: 0.0311605 | val_loss: 0.0311737 | Time: 5345.25 ms [2021-09-06 12:08:19 main:574] : INFO : Epoch 1770 | loss: 0.0311628 | val_loss: 0.031176 | Time: 5632.75 ms [2021-09-06 12:08:25 main:574] : INFO : Epoch 1771 | loss: 0.0311641 | val_loss: 0.0311776 | Time: 5352.57 ms [2021-09-06 12:08:31 main:574] : INFO : Epoch 1772 | loss: 0.0311615 | val_loss: 0.0311741 | Time: 5350.98 ms [2021-09-06 12:08:37 main:574] : INFO : Epoch 1773 | loss: 0.031161 | val_loss: 0.0311735 | Time: 5437.92 ms [2021-09-06 12:08:44 main:574] : INFO : Epoch 1774 | loss: 0.0311655 | val_loss: 0.0311746 | Time: 5587.8 ms [2021-09-06 12:08:50 main:574] : INFO : Epoch 1775 | loss: 0.0311594 | val_loss: 0.0311729 | Time: 5386.07 ms [2021-09-06 12:08:56 main:574] : INFO : Epoch 1776 | loss: 0.0311606 | val_loss: 0.0311765 | Time: 5315.63 ms [2021-09-06 12:09:02 main:574] : INFO : Epoch 1777 | loss: 0.0311582 | val_loss: 0.0311743 | Time: 5380.49 ms [2021-09-06 12:09:08 main:574] : INFO : Epoch 1778 | loss: 0.0311626 | val_loss: 0.0311734 | Time: 5345.63 ms [2021-09-06 12:09:14 main:574] : INFO : Epoch 1779 | loss: 0.0311723 | val_loss: 0.031177 | Time: 5503.36 ms [2021-09-06 12:09:20 main:574] : INFO : Epoch 1780 | loss: 0.0311718 | val_loss: 0.0311736 | Time: 5394.01 ms [2021-09-06 12:09:26 main:574] : INFO : Epoch 1781 | loss: 0.0311675 | val_loss: 0.031175 | Time: 5324.36 ms [2021-09-06 12:09:32 main:574] : INFO : Epoch 1782 | loss: 0.0311639 | val_loss: 0.0311727 | Time: 5520.98 ms [2021-09-06 12:09:38 main:574] : INFO : Epoch 1783 | loss: 0.0311639 | val_loss: 0.0311749 | Time: 5452.07 ms [2021-09-06 12:09:44 main:574] : INFO : Epoch 1784 | loss: 0.0311612 | val_loss: 0.0311723 | Time: 5514.05 ms [2021-09-06 12:09:50 main:574] : INFO : Epoch 1785 | loss: 0.0311617 | val_loss: 0.0311807 | Time: 5265.93 ms [2021-09-06 12:09:56 main:574] : INFO : Epoch 1786 | loss: 0.0311641 | val_loss: 0.0311768 | Time: 5513 ms [2021-09-06 12:10:02 main:574] : INFO : Epoch 1787 | loss: 0.0311626 | val_loss: 0.0311803 | Time: 5257.09 ms [2021-09-06 12:10:09 main:574] : INFO : Epoch 1788 | loss: 0.0311615 | val_loss: 0.0311723 | Time: 5555.27 ms [2021-09-06 12:10:14 main:574] : INFO : Epoch 1789 | loss: 0.0311579 | val_loss: 0.0311719 | Time: 5221.87 ms [2021-09-06 12:10:20 main:574] : INFO : Epoch 1790 | loss: 0.0311764 | val_loss: 0.0311972 | Time: 5140.13 ms [2021-09-06 12:10:25 main:574] : INFO : Epoch 1791 | loss: 0.0311955 | val_loss: 0.0311926 | Time: 5298.78 ms [2021-09-06 12:10:30 main:574] : INFO : Epoch 1792 | loss: 0.0311894 | val_loss: 0.0311861 | Time: 5047.97 ms [2021-09-06 12:10:35 main:574] : INFO : Epoch 1793 | loss: 0.0311853 | val_loss: 0.0311824 | Time: 5103.44 ms [2021-09-06 12:10:40 main:574] : INFO : Epoch 1794 | loss: 0.0311831 | val_loss: 0.0311817 | Time: 5099.11 ms [2021-09-06 12:10:46 main:574] : INFO : Epoch 1795 | loss: 0.031181 | val_loss: 0.031185 | Time: 5260.98 ms [2021-09-06 12:10:51 main:574] : INFO : Epoch 1796 | loss: 0.0311808 | val_loss: 0.0311843 | Time: 5359.59 ms [2021-09-06 12:10:56 main:574] : INFO : Epoch 1797 | loss: 0.0311828 | val_loss: 0.0311796 | Time: 4955.26 ms [2021-09-06 12:11:01 main:574] : INFO : Epoch 1798 | loss: 0.0311795 | val_loss: 0.0311779 | Time: 5174.94 ms [2021-09-06 12:11:06 main:574] : INFO : Epoch 1799 | loss: 0.0311772 | val_loss: 0.0311773 | Time: 4942.66 ms [2021-09-06 12:11:12 main:574] : INFO : Epoch 1800 | loss: 0.0311775 | val_loss: 0.0311772 | Time: 5307.84 ms [2021-09-06 12:11:17 main:574] : INFO : Epoch 1801 | loss: 0.0311806 | val_loss: 0.0311844 | Time: 5169.5 ms [2021-09-06 12:11:22 main:574] : INFO : Epoch 1802 | loss: 0.0311786 | val_loss: 0.031176 | Time: 5123.11 ms [2021-09-06 12:11:27 main:574] : INFO : Epoch 1803 | loss: 0.0311773 | val_loss: 0.0311762 | Time: 5097.51 ms [2021-09-06 12:11:32 main:574] : INFO : Epoch 1804 | loss: 0.0311742 | val_loss: 0.0311761 | Time: 5041.51 ms [2021-09-06 12:11:37 main:574] : INFO : Epoch 1805 | loss: 0.0311739 | val_loss: 0.031176 | Time: 5101.4 ms [2021-09-06 12:11:43 main:574] : INFO : Epoch 1806 | loss: 0.0311727 | val_loss: 0.0311837 | Time: 5102.11 ms [2021-09-06 12:11:48 main:574] : INFO : Epoch 1807 | loss: 0.0311752 | val_loss: 0.0311758 | Time: 5060.8 ms [2021-09-06 12:11:53 main:574] : INFO : Epoch 1808 | loss: 0.0311743 | val_loss: 0.0311746 | Time: 4960.8 ms [2021-09-06 12:11:58 main:574] : INFO : Epoch 1809 | loss: 0.0311717 | val_loss: 0.0311744 | Time: 5191.5 ms [2021-09-06 12:12:03 main:574] : INFO : Epoch 1810 | loss: 0.0311722 | val_loss: 0.0311757 | Time: 5191.52 ms [2021-09-06 12:12:08 main:574] : INFO : Epoch 1811 | loss: 0.031171 | val_loss: 0.0311758 | Time: 5058.38 ms [2021-09-06 12:12:13 main:574] : INFO : Epoch 1812 | loss: 0.0311699 | val_loss: 0.0311751 | Time: 5102.22 ms [2021-09-06 12:12:18 main:574] : INFO : Epoch 1813 | loss: 0.0311703 | val_loss: 0.0311748 | Time: 4968.92 ms [2021-09-06 12:12:24 main:574] : INFO : Epoch 1814 | loss: 0.0311696 | val_loss: 0.0311749 | Time: 5473.39 ms [2021-09-06 12:12:29 main:574] : INFO : Epoch 1815 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 5295.02 ms [2021-09-06 12:12:34 main:574] : INFO : Epoch 1816 | loss: 0.0311701 | val_loss: 0.0311768 | Time: 5158.79 ms [2021-09-06 12:12:40 main:574] : INFO : Epoch 1817 | loss: 0.0311689 | val_loss: 0.0311776 | Time: 5045.65 ms [2021-09-06 12:12:45 main:574] : INFO : Epoch 1818 | loss: 0.0311703 | val_loss: 0.0311771 | Time: 5083.99 ms [2021-09-06 12:12:50 main:574] : INFO : Epoch 1819 | loss: 0.0311687 | val_loss: 0.0311757 | Time: 5265.19 ms [2021-09-06 12:12:55 main:574] : INFO : Epoch 1820 | loss: 0.0311676 | val_loss: 0.0311749 | Time: 5153.58 ms [2021-09-06 12:13:00 main:574] : INFO : Epoch 1821 | loss: 0.031169 | val_loss: 0.0311785 | Time: 5285.62 ms [2021-09-06 12:13:05 main:574] : INFO : Epoch 1822 | loss: 0.0311719 | val_loss: 0.0311771 | Time: 4951.67 ms [2021-09-06 12:13:11 main:574] : INFO : Epoch 1823 | loss: 0.0311704 | val_loss: 0.0311751 | Time: 5200.17 ms [2021-09-06 12:13:16 main:574] : INFO : Epoch 1824 | loss: 0.0311676 | val_loss: 0.0311761 | Time: 5236.47 ms [2021-09-06 12:13:21 main:574] : INFO : Epoch 1825 | loss: 0.0311684 | val_loss: 0.0311789 | Time: 5171.09 ms [2021-09-06 12:13:27 main:574] : INFO : Epoch 1826 | loss: 0.0311684 | val_loss: 0.0311762 | Time: 5315.44 ms [2021-09-06 12:13:32 main:574] : INFO : Epoch 1827 | loss: 0.0311685 | val_loss: 0.0311781 | Time: 5247.29 ms [2021-09-06 12:13:37 main:574] : INFO : Epoch 1828 | loss: 0.0311677 | val_loss: 0.0311812 | Time: 5126.37 ms [2021-09-06 12:13:42 main:574] : INFO : Epoch 1829 | loss: 0.0311687 | val_loss: 0.0311753 | Time: 5342.72 ms [2021-09-06 12:13:48 main:574] : INFO : Epoch 1830 | loss: 0.0311679 | val_loss: 0.0311737 | Time: 5134.91 ms [2021-09-06 12:13:53 main:574] : INFO : Epoch 1831 | loss: 0.0311676 | val_loss: 0.0311743 | Time: 5262.28 ms [2021-09-06 12:13:58 main:574] : INFO : Epoch 1832 | loss: 0.0311682 | val_loss: 0.0311788 | Time: 5176.84 ms [2021-09-06 12:14:03 main:574] : INFO : Epoch 1833 | loss: 0.0311699 | val_loss: 0.0311762 | Time: 5129.72 ms [2021-09-06 12:14:08 main:574] : INFO : Epoch 1834 | loss: 0.0311692 | val_loss: 0.0311784 | Time: 5168.33 ms [2021-09-06 12:14:14 main:574] : INFO : Epoch 1835 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 5016.28 ms [2021-09-06 12:14:19 main:574] : INFO : Epoch 1836 | loss: 0.0311663 | val_loss: 0.0311752 | Time: 5205.02 ms [2021-09-06 12:14:24 main:574] : INFO : Epoch 1837 | loss: 0.0311684 | val_loss: 0.0311724 | Time: 5234.41 ms [2021-09-06 12:14:29 main:574] : INFO : Epoch 1838 | loss: 0.0311653 | val_loss: 0.0311729 | Time: 5142.37 ms [2021-09-06 12:14:34 main:574] : INFO : Epoch 1839 | loss: 0.0311691 | val_loss: 0.0311768 | Time: 4995.06 ms [2021-09-06 12:14:39 main:574] : INFO : Epoch 1840 | loss: 0.0311668 | val_loss: 0.0311784 | Time: 5188.16 ms [2021-09-06 12:14:45 main:574] : INFO : Epoch 1841 | loss: 0.0311677 | val_loss: 0.0311733 | Time: 5449.27 ms [2021-09-06 12:14:50 main:574] : INFO : Epoch 1842 | loss: 0.0311674 | val_loss: 0.0311744 | Time: 5070.71 ms [2021-09-06 12:14:55 main:574] : INFO : Epoch 1843 | loss: 0.0311674 | val_loss: 0.031181 | Time: 5057.19 ms [2021-09-06 12:15:00 main:574] : INFO : Epoch 1844 | loss: 0.0311684 | val_loss: 0.0311773 | Time: 5121.71 ms [2021-09-06 12:15:05 main:574] : INFO : Epoch 1845 | loss: 0.0311691 | val_loss: 0.0311783 | Time: 4925.03 ms [2021-09-06 12:15:11 main:574] : INFO : Epoch 1846 | loss: 0.0311723 | val_loss: 0.0311767 | Time: 5291.61 ms [2021-09-06 12:15:16 main:574] : INFO : Epoch 1847 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 5232.11 ms [2021-09-06 12:15:21 main:574] : INFO : Epoch 1848 | loss: 0.0311652 | val_loss: 0.0311734 | Time: 4929.75 ms [2021-09-06 12:15:26 main:574] : INFO : Epoch 1849 | loss: 0.0311641 | val_loss: 0.0311718 | Time: 4916.87 ms [2021-09-06 12:15:31 main:574] : INFO : Epoch 1850 | loss: 0.0311628 | val_loss: 0.0311716 | Time: 5034.19 ms [2021-09-06 12:15:36 main:574] : INFO : Epoch 1851 | loss: 0.0311631 | val_loss: 0.0311755 | Time: 5137.73 ms [2021-09-06 12:15:41 main:574] : INFO : Epoch 1852 | loss: 0.0311653 | val_loss: 0.0311827 | Time: 5046.54 ms [2021-09-06 12:15:46 main:574] : INFO : Epoch 1853 | loss: 0.0311661 | val_loss: 0.0311733 | Time: 5035.42 ms [2021-09-06 12:15:51 main:574] : INFO : Epoch 1854 | loss: 0.0311655 | val_loss: 0.031174 | Time: 5005.84 ms [2021-09-06 12:15:56 main:574] : INFO : Epoch 1855 | loss: 0.0311636 | val_loss: 0.0311745 | Time: 5132.49 ms [2021-09-06 12:16:02 main:574] : INFO : Epoch 1856 | loss: 0.0311656 | val_loss: 0.0311734 | Time: 5211.93 ms [2021-09-06 12:16:07 main:574] : INFO : Epoch 1857 | loss: 0.0311646 | val_loss: 0.0311773 | Time: 5047.15 ms [2021-09-06 12:16:12 main:574] : INFO : Epoch 1858 | loss: 0.0311653 | val_loss: 0.0311748 | Time: 5153.99 ms [2021-09-06 12:16:17 main:574] : INFO : Epoch 1859 | loss: 0.0311642 | val_loss: 0.0311753 | Time: 4982.28 ms [2021-09-06 12:16:22 main:574] : INFO : Epoch 1860 | loss: 0.0311631 | val_loss: 0.0311761 | Time: 5290.78 ms [2021-09-06 12:16:28 main:574] : INFO : Epoch 1861 | loss: 0.0311656 | val_loss: 0.0311828 | Time: 5103.3 ms [2021-09-06 12:16:33 main:574] : INFO : Epoch 1862 | loss: 0.0311643 | val_loss: 0.0311814 | Time: 4985.24 ms [2021-09-06 12:16:38 main:574] : INFO : Epoch 1863 | loss: 0.0311647 | val_loss: 0.0311776 | Time: 5029.89 ms [2021-09-06 12:16:43 main:574] : INFO : Epoch 1864 | loss: 0.0311634 | val_loss: 0.0311732 | Time: 5049.72 ms [2021-09-06 12:16:48 main:574] : INFO : Epoch 1865 | loss: 0.031164 | val_loss: 0.0311708 | Time: 5209.48 ms [2021-09-06 12:16:53 main:574] : INFO : Epoch 1866 | loss: 0.0311622 | val_loss: 0.0311739 | Time: 5216.55 ms [2021-09-06 12:16:58 main:574] : INFO : Epoch 1867 | loss: 0.031164 | val_loss: 0.0311744 | Time: 5068.82 ms [2021-09-06 12:17:04 main:574] : INFO : Epoch 1868 | loss: 0.0311672 | val_loss: 0.031177 | Time: 5187.98 ms [2021-09-06 12:17:09 main:574] : INFO : Epoch 1869 | loss: 0.0311666 | val_loss: 0.0311743 | Time: 4905.79 ms [2021-09-06 12:17:14 main:574] : INFO : Epoch 1870 | loss: 0.0311691 | val_loss: 0.0311762 | Time: 5132.03 ms [2021-09-06 12:17:19 main:574] : INFO : Epoch 1871 | loss: 0.0311675 | val_loss: 0.0311726 | Time: 5401.82 ms [2021-09-06 12:17:24 main:574] : INFO : Epoch 1872 | loss: 0.0311668 | val_loss: 0.0311732 | Time: 5119.4 ms [2021-09-06 12:17:29 main:574] : INFO : Epoch 1873 | loss: 0.0311641 | val_loss: 0.0311732 | Time: 5060.92 ms [2021-09-06 12:17:35 main:574] : INFO : Epoch 1874 | loss: 0.0311639 | val_loss: 0.0311755 | Time: 5117.09 ms [2021-09-06 12:17:40 main:574] : INFO : Epoch 1875 | loss: 0.0311644 | val_loss: 0.031175 | Time: 5153.91 ms [2021-09-06 12:17:45 main:574] : INFO : Epoch 1876 | loss: 0.0311641 | val_loss: 0.0311819 | Time: 5207.44 ms [2021-09-06 12:17:50 main:574] : INFO : Epoch 1877 | loss: 0.0311641 | val_loss: 0.0311721 | Time: 4888.85 ms [2021-09-06 12:17:55 main:574] : INFO : Epoch 1878 | loss: 0.0311634 | val_loss: 0.0311744 | Time: 5208.12 ms [2021-09-06 12:18:01 main:574] : INFO : Epoch 1879 | loss: 0.0311679 | val_loss: 0.0311737 | Time: 5327.22 ms [2021-09-06 12:18:06 main:574] : INFO : Epoch 1880 | loss: 0.0311689 | val_loss: 0.0311734 | Time: 5350.9 ms [2021-09-06 12:18:11 main:574] : INFO : Epoch 1881 | loss: 0.0311684 | val_loss: 0.0311812 | Time: 5158.77 ms [2021-09-06 12:18:16 main:574] : INFO : Epoch 1882 | loss: 0.0311667 | val_loss: 0.0311755 | Time: 5189.58 ms [2021-09-06 12:18:22 main:574] : INFO : Epoch 1883 | loss: 0.0311631 | val_loss: 0.0311756 | Time: 5150.78 ms [2021-09-06 12:18:27 main:574] : INFO : Epoch 1884 | loss: 0.0311622 | val_loss: 0.0311797 | Time: 5085.43 ms [2021-09-06 12:18:32 main:574] : INFO : Epoch 1885 | loss: 0.0311637 | val_loss: 0.0311759 | Time: 5111.26 ms [2021-09-06 12:18:37 main:574] : INFO : Epoch 1886 | loss: 0.0311627 | val_loss: 0.0311753 | Time: 5353.89 ms [2021-09-06 12:18:42 main:574] : INFO : Epoch 1887 | loss: 0.0311632 | val_loss: 0.0311725 | Time: 5059.85 ms [2021-09-06 12:18:47 main:574] : INFO : Epoch 1888 | loss: 0.031162 | val_loss: 0.0311734 | Time: 4998.2 ms [2021-09-06 12:18:53 main:574] : INFO : Epoch 1889 | loss: 0.0311591 | val_loss: 0.0311745 | Time: 5126.3 ms [2021-09-06 12:18:58 main:574] : INFO : Epoch 1890 | loss: 0.0311598 | val_loss: 0.0311756 | Time: 5149.28 ms [2021-09-06 12:19:03 main:574] : INFO : Epoch 1891 | loss: 0.031159 | val_loss: 0.0311735 | Time: 5198.84 ms [2021-09-06 12:19:08 main:574] : INFO : Epoch 1892 | loss: 0.0311597 | val_loss: 0.031175 | Time: 5088.33 ms [2021-09-06 12:19:13 main:574] : INFO : Epoch 1893 | loss: 0.0311622 | val_loss: 0.0311774 | Time: 5053.29 ms [2021-09-06 12:19:19 main:574] : INFO : Epoch 1894 | loss: 0.0311641 | val_loss: 0.0311713 | Time: 5236.9 ms [2021-09-06 12:19:24 main:574] : INFO : Epoch 1895 | loss: 0.0311599 | val_loss: 0.0311703 | Time: 5071.98 ms [2021-09-06 12:19:29 main:574] : INFO : Epoch 1896 | loss: 0.0311596 | val_loss: 0.0311743 | Time: 5073.06 ms [2021-09-06 12:19:34 main:574] : INFO : Epoch 1897 | loss: 0.0311587 | val_loss: 0.0311702 | Time: 5070.85 ms [2021-09-06 12:19:39 main:574] : INFO : Epoch 1898 | loss: 0.0311576 | val_loss: 0.0311724 | Time: 4980.33 ms [2021-09-06 12:19:44 main:574] : INFO : Epoch 1899 | loss: 0.031159 | val_loss: 0.0311725 | Time: 5029.79 ms [2021-09-06 12:19:49 main:574] : INFO : Epoch 1900 | loss: 0.0311618 | val_loss: 0.0311824 | Time: 5394.65 ms [2021-09-06 12:19:54 main:574] : INFO : Epoch 1901 | loss: 0.031161 | val_loss: 0.0311727 | Time: 5074.9 ms [2021-09-06 12:20:00 main:574] : INFO : Epoch 1902 | loss: 0.0311663 | val_loss: 0.0311797 | Time: 5040.71 ms [2021-09-06 12:20:05 main:574] : INFO : Epoch 1903 | loss: 0.0311662 | val_loss: 0.0311739 | Time: 5190.83 ms [2021-09-06 12:20:10 main:574] : INFO : Epoch 1904 | loss: 0.0311646 | val_loss: 0.0311718 | Time: 5052.56 ms [2021-09-06 12:20:15 main:574] : INFO : Epoch 1905 | loss: 0.0311683 | val_loss: 0.0311765 | Time: 5191.19 ms [2021-09-06 12:20:20 main:574] : INFO : Epoch 1906 | loss: 0.031164 | val_loss: 0.0311733 | Time: 5030.29 ms [2021-09-06 12:20:25 main:574] : INFO : Epoch 1907 | loss: 0.0311603 | val_loss: 0.031171 | Time: 5070.29 ms [2021-09-06 12:20:30 main:574] : INFO : Epoch 1908 | loss: 0.0311687 | val_loss: 0.0311753 | Time: 4847.35 ms [2021-09-06 12:20:35 main:574] : INFO : Epoch 1909 | loss: 0.0311643 | val_loss: 0.0311729 | Time: 5201.35 ms [2021-09-06 12:20:41 main:574] : INFO : Epoch 1910 | loss: 0.0311614 | val_loss: 0.0311722 | Time: 5235.94 ms [2021-09-06 12:20:46 main:574] : INFO : Epoch 1911 | loss: 0.0311624 | val_loss: 0.0311768 | Time: 5165.91 ms [2021-09-06 12:20:51 main:574] : INFO : Epoch 1912 | loss: 0.0311598 | val_loss: 0.03117 | Time: 5066.25 ms [2021-09-06 12:20:56 main:574] : INFO : Epoch 1913 | loss: 0.0311575 | val_loss: 0.0311739 | Time: 4905.32 ms [2021-09-06 12:21:01 main:574] : INFO : Epoch 1914 | loss: 0.0311642 | val_loss: 0.0311877 | Time: 5169.69 ms [2021-09-06 12:21:06 main:574] : INFO : Epoch 1915 | loss: 0.0315171 | val_loss: 0.0329626 | Time: 5089.3 ms [2021-09-06 12:21:12 main:574] : INFO : Epoch 1916 | loss: 0.0487357 | val_loss: 0.0383058 | Time: 5041.7 ms [2021-09-06 12:21:17 main:574] : INFO : Epoch 1917 | loss: 0.0570805 | val_loss: 0.0332709 | Time: 4920.03 ms [2021-09-06 12:21:22 main:574] : INFO : Epoch 1918 | loss: 0.0326609 | val_loss: 0.0318357 | Time: 5137.46 ms [2021-09-06 12:21:27 main:574] : INFO : Epoch 1919 | loss: 0.0316311 | val_loss: 0.0315041 | Time: 5190.71 ms [2021-09-06 12:21:32 main:574] : INFO : Epoch 1920 | loss: 0.0313674 | val_loss: 0.0313171 | Time: 5161.32 ms [2021-09-06 12:21:37 main:574] : INFO : Epoch 1921 | loss: 0.031298 | val_loss: 0.0312834 | Time: 4834.46 ms [2021-09-06 12:21:42 main:574] : INFO : Epoch 1922 | loss: 0.0312769 | val_loss: 0.0312722 | Time: 4918.09 ms [2021-09-06 12:21:47 main:574] : INFO : Epoch 1923 | loss: 0.0312685 | val_loss: 0.0312661 | Time: 5129.18 ms [2021-09-06 12:21:52 main:574] : INFO : Epoch 1924 | loss: 0.0312634 | val_loss: 0.0312616 | Time: 5162.4 ms [2021-09-06 12:21:58 main:574] : INFO : Epoch 1925 | loss: 0.0312592 | val_loss: 0.0312581 | Time: 5117.43 ms [2021-09-06 12:22:03 main:574] : INFO : Epoch 1926 | loss: 0.0312559 | val_loss: 0.0312551 | Time: 5045.19 ms [2021-09-06 12:22:08 main:574] : INFO : Epoch 1927 | loss: 0.0312529 | val_loss: 0.0312525 | Time: 5130.61 ms [2021-09-06 12:22:13 main:574] : INFO : Epoch 1928 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 5158.96 ms [2021-09-06 12:22:18 main:574] : INFO : Epoch 1929 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 5048.32 ms [2021-09-06 12:22:23 main:574] : INFO : Epoch 1930 | loss: 0.0312455 | val_loss: 0.0312458 | Time: 5126.19 ms [2021-09-06 12:22:29 main:574] : INFO : Epoch 1931 | loss: 0.0312434 | val_loss: 0.031244 | Time: 5173.75 ms [2021-09-06 12:22:34 main:574] : INFO : Epoch 1932 | loss: 0.0312416 | val_loss: 0.0312428 | Time: 5162.5 ms [2021-09-06 12:22:39 main:574] : INFO : Epoch 1933 | loss: 0.0312402 | val_loss: 0.0312411 | Time: 5268.75 ms [2021-09-06 12:22:44 main:574] : INFO : Epoch 1934 | loss: 0.0312386 | val_loss: 0.0312395 | Time: 5172.96 ms [2021-09-06 12:22:49 main:574] : INFO : Epoch 1935 | loss: 0.0312373 | val_loss: 0.031238 | Time: 5083.02 ms [2021-09-06 12:22:54 main:574] : INFO : Epoch 1936 | loss: 0.0312355 | val_loss: 0.0312359 | Time: 5062.81 ms [2021-09-06 12:23:00 main:574] : INFO : Epoch 1937 | loss: 0.0312338 | val_loss: 0.0312338 | Time: 5108.79 ms [2021-09-06 12:23:05 main:574] : INFO : Epoch 1938 | loss: 0.0312318 | val_loss: 0.0312318 | Time: 5201.22 ms [2021-09-06 12:23:10 main:574] : INFO : Epoch 1939 | loss: 0.0312299 | val_loss: 0.03123 | Time: 4994.59 ms [2021-09-06 12:23:15 main:574] : INFO : Epoch 1940 | loss: 0.0312283 | val_loss: 0.0312284 | Time: 5120.63 ms [2021-09-06 12:23:20 main:574] : INFO : Epoch 1941 | loss: 0.0312268 | val_loss: 0.0312267 | Time: 5236.04 ms [2021-09-06 12:23:25 main:574] : INFO : Epoch 1942 | loss: 0.031225 | val_loss: 0.0312252 | Time: 5014.91 ms [2021-09-06 12:23:31 main:574] : INFO : Epoch 1943 | loss: 0.0312235 | val_loss: 0.0312233 | Time: 5239.11 ms [2021-09-06 12:23:36 main:574] : INFO : Epoch 1944 | loss: 0.031222 | val_loss: 0.0312223 | Time: 5181.55 ms [2021-09-06 12:23:41 main:574] : INFO : Epoch 1945 | loss: 0.031221 | val_loss: 0.0312216 | Time: 5063.82 ms [2021-09-06 12:23:46 main:574] : INFO : Epoch 1946 | loss: 0.03122 | val_loss: 0.0312205 | Time: 5081.87 ms [2021-09-06 12:23:51 main:574] : INFO : Epoch 1947 | loss: 0.0312194 | val_loss: 0.0312205 | Time: 5077.56 ms [2021-09-06 12:23:56 main:574] : INFO : Epoch 1948 | loss: 0.0312186 | val_loss: 0.0312199 | Time: 5193.62 ms [2021-09-06 12:24:02 main:574] : INFO : Epoch 1949 | loss: 0.0312178 | val_loss: 0.0312191 | Time: 5041.6 ms [2021-09-06 12:24:07 main:574] : INFO : Epoch 1950 | loss: 0.0312174 | val_loss: 0.0312182 | Time: 5109.47 ms [2021-09-06 12:24:12 main:574] : INFO : Epoch 1951 | loss: 0.0312168 | val_loss: 0.031218 | Time: 5154.37 ms [2021-09-06 12:24:17 main:574] : INFO : Epoch 1952 | loss: 0.0312165 | val_loss: 0.0312173 | Time: 5068.83 ms [2021-09-06 12:24:22 main:574] : INFO : Epoch 1953 | loss: 0.0312157 | val_loss: 0.0312167 | Time: 5181.5 ms [2021-09-06 12:24:27 main:574] : INFO : Epoch 1954 | loss: 0.0312147 | val_loss: 0.0312159 | Time: 4913.61 ms [2021-09-06 12:24:32 main:574] : INFO : Epoch 1955 | loss: 0.0312142 | val_loss: 0.0312157 | Time: 5190.46 ms [2021-09-06 12:24:37 main:574] : INFO : Epoch 1956 | loss: 0.0312137 | val_loss: 0.0312146 | Time: 5064.7 ms [2021-09-06 12:24:43 main:574] : INFO : Epoch 1957 | loss: 0.0312129 | val_loss: 0.0312146 | Time: 5126.09 ms [2021-09-06 12:24:48 main:574] : INFO : Epoch 1958 | loss: 0.0312125 | val_loss: 0.0312142 | Time: 4993.09 ms [2021-09-06 12:24:53 main:574] : INFO : Epoch 1959 | loss: 0.031212 | val_loss: 0.0312125 | Time: 5268.65 ms [2021-09-06 12:24:58 main:574] : INFO : Epoch 1960 | loss: 0.0312106 | val_loss: 0.0312107 | Time: 5080.01 ms [2021-09-06 12:25:03 main:574] : INFO : Epoch 1961 | loss: 0.0312095 | val_loss: 0.0312085 | Time: 5057.88 ms [2021-09-06 12:25:08 main:574] : INFO : Epoch 1962 | loss: 0.031208 | val_loss: 0.0312078 | Time: 5115.29 ms [2021-09-06 12:25:14 main:574] : INFO : Epoch 1963 | loss: 0.0312072 | val_loss: 0.0312076 | Time: 5093.9 ms [2021-09-06 12:25:19 main:574] : INFO : Epoch 1964 | loss: 0.0312059 | val_loss: 0.0312068 | Time: 5082.32 ms [2021-09-06 12:25:24 main:574] : INFO : Epoch 1965 | loss: 0.0312048 | val_loss: 0.0312062 | Time: 4955.39 ms [2021-09-06 12:25:29 main:574] : INFO : Epoch 1966 | loss: 0.031204 | val_loss: 0.0312038 | Time: 5114.6 ms [2021-09-06 12:25:34 main:574] : INFO : Epoch 1967 | loss: 0.0312025 | val_loss: 0.0312014 | Time: 5313.87 ms [2021-09-06 12:25:40 main:574] : INFO : Epoch 1968 | loss: 0.0312016 | val_loss: 0.0312008 | Time: 5312.14 ms [2021-09-06 12:25:45 main:574] : INFO : Epoch 1969 | loss: 0.0312015 | val_loss: 0.0312009 | Time: 5297.31 ms [2021-09-06 12:25:50 main:574] : INFO : Epoch 1970 | loss: 0.0312011 | val_loss: 0.0312001 | Time: 5015.61 ms [2021-09-06 12:25:55 main:574] : INFO : Epoch 1971 | loss: 0.0312006 | val_loss: 0.0311993 | Time: 5013.54 ms [2021-09-06 12:26:00 main:574] : INFO : Epoch 1972 | loss: 0.0312002 | val_loss: 0.0311978 | Time: 5147.09 ms [2021-09-06 12:26:05 main:574] : INFO : Epoch 1973 | loss: 0.0311991 | val_loss: 0.0311974 | Time: 5249.15 ms [2021-09-06 12:26:10 main:574] : INFO : Epoch 1974 | loss: 0.0311988 | val_loss: 0.0311974 | Time: 4965.42 ms [2021-09-06 12:26:15 main:574] : INFO : Epoch 1975 | loss: 0.0311973 | val_loss: 0.0311963 | Time: 4947.74 ms [2021-09-06 12:26:21 main:574] : INFO : Epoch 1976 | loss: 0.0311967 | val_loss: 0.0311956 | Time: 5195.99 ms [2021-09-06 12:26:26 main:574] : INFO : Epoch 1977 | loss: 0.0311962 | val_loss: 0.0311948 | Time: 5180.65 ms [2021-09-06 12:26:31 main:574] : INFO : Epoch 1978 | loss: 0.0311939 | val_loss: 0.0311927 | Time: 4994.01 ms [2021-09-06 12:26:36 main:574] : INFO : Epoch 1979 | loss: 0.0311931 | val_loss: 0.0311927 | Time: 5013.16 ms [2021-09-06 12:26:41 main:574] : INFO : Epoch 1980 | loss: 0.0311919 | val_loss: 0.0311914 | Time: 5185.94 ms [2021-09-06 12:26:46 main:574] : INFO : Epoch 1981 | loss: 0.0311893 | val_loss: 0.0311949 | Time: 5097.87 ms [2021-09-06 12:26:52 main:574] : INFO : Epoch 1982 | loss: 0.0311903 | val_loss: 0.0311886 | Time: 5137.28 ms [2021-09-06 12:26:57 main:574] : INFO : Epoch 1983 | loss: 0.0311887 | val_loss: 0.0311875 | Time: 5074.04 ms [2021-09-06 12:27:02 main:574] : INFO : Epoch 1984 | loss: 0.0311876 | val_loss: 0.0311873 | Time: 5308.25 ms [2021-09-06 12:27:07 main:574] : INFO : Epoch 1985 | loss: 0.0311856 | val_loss: 0.0311883 | Time: 5004.64 ms [2021-09-06 12:27:12 main:574] : INFO : Epoch 1986 | loss: 0.0311859 | val_loss: 0.0311859 | Time: 5330.67 ms [2021-09-06 12:27:18 main:574] : INFO : Epoch 1987 | loss: 0.0311838 | val_loss: 0.0311869 | Time: 5118.22 ms [2021-09-06 12:27:23 main:574] : INFO : Epoch 1988 | loss: 0.031182 | val_loss: 0.0311819 | Time: 5192.97 ms [2021-09-06 12:27:28 main:574] : INFO : Epoch 1989 | loss: 0.0311813 | val_loss: 0.0311815 | Time: 4996.25 ms [2021-09-06 12:27:33 main:574] : INFO : Epoch 1990 | loss: 0.0311804 | val_loss: 0.0311816 | Time: 5003.66 ms [2021-09-06 12:27:38 main:574] : INFO : Epoch 1991 | loss: 0.0311795 | val_loss: 0.0311816 | Time: 5108.38 ms [2021-09-06 12:27:43 main:574] : INFO : Epoch 1992 | loss: 0.0311792 | val_loss: 0.0311796 | Time: 5263.06 ms [2021-09-06 12:27:49 main:574] : INFO : Epoch 1993 | loss: 0.0311776 | val_loss: 0.0311786 | Time: 5070.81 ms [2021-09-06 12:27:54 main:574] : INFO : Epoch 1994 | loss: 0.0311772 | val_loss: 0.0311779 | Time: 5029.59 ms [2021-09-06 12:27:59 main:574] : INFO : Epoch 1995 | loss: 0.0311771 | val_loss: 0.0311781 | Time: 5035.03 ms [2021-09-06 12:28:04 main:574] : INFO : Epoch 1996 | loss: 0.0311772 | val_loss: 0.0311784 | Time: 5189.05 ms [2021-09-06 12:28:09 main:574] : INFO : Epoch 1997 | loss: 0.0311765 | val_loss: 0.031177 | Time: 5115.02 ms [2021-09-06 12:28:14 main:574] : INFO : Epoch 1998 | loss: 0.0311758 | val_loss: 0.0311782 | Time: 5097.61 ms [2021-09-06 12:28:19 main:574] : INFO : Epoch 1999 | loss: 0.0311753 | val_loss: 0.0311762 | Time: 4905.3 ms [2021-09-06 12:28:24 main:574] : INFO : Epoch 2000 | loss: 0.0311747 | val_loss: 0.0311772 | Time: 5262.01 ms [2021-09-06 12:28:30 main:574] : INFO : Epoch 2001 | loss: 0.0311755 | val_loss: 0.0311771 | Time: 5276.37 ms [2021-09-06 12:28:35 main:574] : INFO : Epoch 2002 | loss: 0.0311758 | val_loss: 0.0311769 | Time: 5137.19 ms [2021-09-06 12:28:40 main:574] : INFO : Epoch 2003 | loss: 0.0311748 | val_loss: 0.0311757 | Time: 4916.09 ms [2021-09-06 12:28:45 main:574] : INFO : Epoch 2004 | loss: 0.031174 | val_loss: 0.0311746 | Time: 4934.54 ms [2021-09-06 12:28:50 main:574] : INFO : Epoch 2005 | loss: 0.0311742 | val_loss: 0.0311749 | Time: 5274.58 ms [2021-09-06 12:28:55 main:574] : INFO : Epoch 2006 | loss: 0.0311748 | val_loss: 0.0311751 | Time: 5187 ms [2021-09-06 12:29:01 main:574] : INFO : Epoch 2007 | loss: 0.0311736 | val_loss: 0.0311752 | Time: 5128.7 ms [2021-09-06 12:29:06 main:574] : INFO : Epoch 2008 | loss: 0.0311736 | val_loss: 0.0311757 | Time: 5061.52 ms [2021-09-06 12:29:11 main:574] : INFO : Epoch 2009 | loss: 0.0311731 | val_loss: 0.0311743 | Time: 5061.38 ms [2021-09-06 12:29:16 main:574] : INFO : Epoch 2010 | loss: 0.0311727 | val_loss: 0.0311744 | Time: 5299 ms [2021-09-06 12:29:21 main:574] : INFO : Epoch 2011 | loss: 0.0311729 | val_loss: 0.0311743 | Time: 5218.56 ms [2021-09-06 12:29:27 main:574] : INFO : Epoch 2012 | loss: 0.0311727 | val_loss: 0.0311744 | Time: 5138.91 ms [2021-09-06 12:29:32 main:574] : INFO : Epoch 2013 | loss: 0.0311722 | val_loss: 0.0311755 | Time: 5017.6 ms [2021-09-06 12:29:37 main:574] : INFO : Epoch 2014 | loss: 0.031172 | val_loss: 0.0311747 | Time: 5147.48 ms [2021-09-06 12:29:42 main:574] : INFO : Epoch 2015 | loss: 0.0311726 | val_loss: 0.0311755 | Time: 5152.68 ms [2021-09-06 12:29:47 main:574] : INFO : Epoch 2016 | loss: 0.0311723 | val_loss: 0.0311763 | Time: 5234.66 ms [2021-09-06 12:29:52 main:574] : INFO : Epoch 2017 | loss: 0.0311723 | val_loss: 0.0311755 | Time: 5007.14 ms [2021-09-06 12:29:58 main:574] : INFO : Epoch 2018 | loss: 0.0311723 | val_loss: 0.0311755 | Time: 5119.43 ms [2021-09-06 12:30:03 main:574] : INFO : Epoch 2019 | loss: 0.0311723 | val_loss: 0.0311746 | Time: 5020.64 ms [2021-09-06 12:30:08 main:574] : INFO : Epoch 2020 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 5092.26 ms [2021-09-06 12:30:13 main:574] : INFO : Epoch 2021 | loss: 0.0311727 | val_loss: 0.0311765 | Time: 5157.77 ms [2021-09-06 12:30:18 main:574] : INFO : Epoch 2022 | loss: 0.0311726 | val_loss: 0.0311761 | Time: 5147.21 ms [2021-09-06 12:30:23 main:574] : INFO : Epoch 2023 | loss: 0.0311728 | val_loss: 0.0311727 | Time: 5186.84 ms [2021-09-06 12:30:28 main:574] : INFO : Epoch 2024 | loss: 0.0311719 | val_loss: 0.0311728 | Time: 4931.85 ms [2021-09-06 12:30:33 main:574] : INFO : Epoch 2025 | loss: 0.0311717 | val_loss: 0.0311748 | Time: 5104.58 ms [2021-09-06 12:30:39 main:574] : INFO : Epoch 2026 | loss: 0.0311711 | val_loss: 0.0311724 | Time: 5080.12 ms [2021-09-06 12:30:44 main:574] : INFO : Epoch 2027 | loss: 0.0311703 | val_loss: 0.0311734 | Time: 4948.84 ms [2021-09-06 12:30:49 main:574] : INFO : Epoch 2028 | loss: 0.0311709 | val_loss: 0.0311728 | Time: 4975.44 ms [2021-09-06 12:30:54 main:574] : INFO : Epoch 2029 | loss: 0.0311707 | val_loss: 0.0311716 | Time: 5085.58 ms [2021-09-06 12:30:59 main:574] : INFO : Epoch 2030 | loss: 0.0311703 | val_loss: 0.031173 | Time: 5112.08 ms [2021-09-06 12:31:04 main:574] : INFO : Epoch 2031 | loss: 0.0311696 | val_loss: 0.0311723 | Time: 5370.46 ms [2021-09-06 12:31:10 main:574] : INFO : Epoch 2032 | loss: 0.0311697 | val_loss: 0.0311718 | Time: 5237.35 ms [2021-09-06 12:31:15 main:574] : INFO : Epoch 2033 | loss: 0.0311685 | val_loss: 0.0311724 | Time: 4954.58 ms [2021-09-06 12:31:20 main:574] : INFO : Epoch 2034 | loss: 0.0311682 | val_loss: 0.0311756 | Time: 5167.63 ms [2021-09-06 12:31:25 main:574] : INFO : Epoch 2035 | loss: 0.0311692 | val_loss: 0.0311748 | Time: 5162.96 ms [2021-09-06 12:31:30 main:574] : INFO : Epoch 2036 | loss: 0.0311685 | val_loss: 0.0311735 | Time: 5181.65 ms [2021-09-06 12:31:35 main:574] : INFO : Epoch 2037 | loss: 0.0311682 | val_loss: 0.031174 | Time: 5161.02 ms [2021-09-06 12:31:40 main:574] : INFO : Epoch 2038 | loss: 0.031169 | val_loss: 0.0311736 | Time: 4984.59 ms [2021-09-06 12:31:46 main:574] : INFO : Epoch 2039 | loss: 0.0311687 | val_loss: 0.0311729 | Time: 5266.87 ms [2021-09-06 12:31:51 main:574] : INFO : Epoch 2040 | loss: 0.0311681 | val_loss: 0.0311763 | Time: 5266.17 ms [2021-09-06 12:31:56 main:574] : INFO : Epoch 2041 | loss: 0.0311679 | val_loss: 0.0311715 | Time: 5099.25 ms [2021-09-06 12:32:01 main:574] : INFO : Epoch 2042 | loss: 0.0311674 | val_loss: 0.0311759 | Time: 5302.65 ms [2021-09-06 12:32:07 main:574] : INFO : Epoch 2043 | loss: 0.031168 | val_loss: 0.0311723 | Time: 5149.29 ms [2021-09-06 12:32:12 main:574] : INFO : Epoch 2044 | loss: 0.0311688 | val_loss: 0.0311743 | Time: 5055.69 ms [2021-09-06 12:32:17 main:574] : INFO : Epoch 2045 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 5143.49 ms [2021-09-06 12:32:22 main:574] : INFO : Epoch 2046 | loss: 0.0311706 | val_loss: 0.0311705 | Time: 5207.55 ms [2021-09-06 12:32:28 main:574] : INFO : Epoch 2047 | loss: 0.0311687 | val_loss: 0.0311727 | Time: 5225.81 ms [2021-09-06 12:32:33 main:574] : INFO : Epoch 2048 | loss: 0.031171 | val_loss: 0.031172 | Time: 5131.16 ms [2021-09-06 12:32:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031172 [2021-09-06 12:32:33 main:603] : INFO : Saving end state to config to file [2021-09-06 12:32:33 main:608] : INFO : Success, exiting.. 12:32:33 (13748): 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)