Task 5143041
| Name | ParityModified-1619583462-8213-1_0 |
| Workunit | 3089269 |
| Created | 4 May 2021, 2:45:34 UTC |
| Sent | 12 May 2021, 8:59:40 UTC |
| Report deadline | 19 May 2021, 8:59:40 UTC |
| Received | 12 May 2021, 12:56:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 53 min 4 sec |
| CPU time | 2 hours 40 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 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: 0.0311377 | val_loss: 0.0311706 | Time: 4809.89 ms
[2021-05-12 07:14:11 main:574] : INFO : Epoch 1543 | loss: 0.0311363 | val_loss: 0.0311759 | Time: 4871.2 ms
[2021-05-12 07:14:15 main:574] : INFO : Epoch 1544 | loss: 0.0311344 | val_loss: 0.0311758 | Time: 4793.75 ms
[2021-05-12 07:14:20 main:574] : INFO : Epoch 1545 | loss: 0.0311346 | val_loss: 0.0311749 | Time: 4836.9 ms
[2021-05-12 07:14:25 main:574] : INFO : Epoch 1546 | loss: 0.0311354 | val_loss: 0.0311823 | Time: 4881.94 ms
[2021-05-12 07:14:30 main:574] : INFO : Epoch 1547 | loss: 0.0311326 | val_loss: 0.0311804 | Time: 4788.98 ms
[2021-05-12 07:14:35 main:574] : INFO : Epoch 1548 | loss: 0.0311342 | val_loss: 0.0311824 | Time: 4925.45 ms
[2021-05-12 07:14:40 main:574] : INFO : Epoch 1549 | loss: 0.031133 | val_loss: 0.0311725 | Time: 4782.3 ms
[2021-05-12 07:14:45 main:574] : INFO : Epoch 1550 | loss: 0.0311348 | val_loss: 0.0311834 | Time: 4819.23 ms
[2021-05-12 07:14:50 main:574] : INFO : Epoch 1551 | loss: 0.0311376 | val_loss: 0.0311771 | Time: 4717.12 ms
[2021-05-12 07:14:54 main:574] : INFO : Epoch 1552 | loss: 0.0311324 | val_loss: 0.0311792 | Time: 4681.57 ms
[2021-05-12 07:14:59 main:574] : INFO : Epoch 1553 | loss: 0.0311311 | val_loss: 0.0311794 | Time: 4831.75 ms
[2021-05-12 07:15:04 main:574] : INFO : Epoch 1554 | loss: 0.0311329 | val_loss: 0.0311796 | Time: 4861.04 ms
[2021-05-12 07:15:09 main:574] : INFO : Epoch 1555 | loss: 0.0311322 | val_loss: 0.0311792 | Time: 4716.82 ms
[2021-05-12 07:15:14 main:574] : INFO : Epoch 1556 | loss: 0.0311308 | val_loss: 0.0311793 | Time: 4907.65 ms
[2021-05-12 07:15:19 main:574] : INFO : Epoch 1557 | loss: 0.0311293 | val_loss: 0.0311829 | Time: 4893.81 ms
[2021-05-12 07:15:24 main:574] : INFO : Epoch 1558 | loss: 0.0311317 | val_loss: 0.0311734 | Time: 4827.73 ms
[2021-05-12 07:15:29 main:574] : INFO : Epoch 1559 | loss: 0.03113 | val_loss: 0.0311852 | Time: 4850.37 ms
[2021-05-12 07:15:34 main:574] : INFO : Epoch 1560 | loss: 0.0311357 | val_loss: 0.0311813 | Time: 4848.45 ms
[2021-05-12 07:15:38 main:574] : INFO : Epoch 1561 | loss: 0.0311329 | val_loss: 0.0311788 | Time: 4792.37 ms
[2021-05-12 07:15:43 main:574] : INFO : Epoch 1562 | loss: 0.0311378 | val_loss: 0.0311822 | Time: 4849.07 ms
[2021-05-12 07:15:48 main:574] : INFO : Epoch 1563 | loss: 0.0311409 | val_loss: 0.0311753 | Time: 4818.71 ms
[2021-05-12 07:15:53 main:574] : INFO : Epoch 1564 | loss: 0.031138 | val_loss: 0.0311786 | Time: 4783.92 ms
[2021-05-12 07:15:58 main:574] : INFO : Epoch 1565 | loss: 0.0311396 | val_loss: 0.0311792 | Time: 4760.03 ms
[2021-05-12 07:16:03 main:574] : INFO : Epoch 1566 | loss: 0.0311388 | val_loss: 0.0311765 | Time: 4779.39 ms
[2021-05-12 07:16:07 main:574] : INFO : Epoch 1567 | loss: 0.0311407 | val_loss: 0.0311781 | Time: 4675.6 ms
[2021-05-12 07:16:12 main:574] : INFO : Epoch 1568 | loss: 0.0311461 | val_loss: 0.0311761 | Time: 4792.35 ms
[2021-05-12 07:16:17 main:574] : INFO : Epoch 1569 | loss: 0.031146 | val_loss: 0.0311771 | Time: 4712.93 ms
[2021-05-12 07:16:22 main:574] : INFO : Epoch 1570 | loss: 0.0311458 | val_loss: 0.0311742 | Time: 4836.94 ms
[2021-05-12 07:16:27 main:574] : INFO : Epoch 1571 | loss: 0.0311386 | val_loss: 0.0311746 | Time: 4725.45 ms
[2021-05-12 07:16:32 main:574] : INFO : Epoch 1572 | loss: 0.0311367 | val_loss: 0.0311729 | Time: 4889.69 ms
[2021-05-12 07:16:37 main:574] : INFO : Epoch 1573 | loss: 0.0311343 | val_loss: 0.0311711 | Time: 4932.57 ms
[2021-05-12 07:16:42 main:574] : INFO : Epoch 1574 | loss: 0.0311357 | val_loss: 0.0311751 | Time: 4937.11 ms
[2021-05-12 07:16:47 main:574] : INFO : Epoch 1575 | loss: 0.0311361 | val_loss: 0.0311786 | Time: 4867.87 ms
[2021-05-12 07:16:51 main:574] : INFO : Epoch 1576 | loss: 0.0311345 | val_loss: 0.0311763 | Time: 4748.97 ms
[2021-05-12 07:16:56 main:574] : INFO : Epoch 1577 | loss: 0.0311352 | val_loss: 0.031178 | Time: 4774.71 ms
[2021-05-12 07:17:01 main:574] : INFO : Epoch 1578 | loss: 0.031137 | val_loss: 0.0311828 | Time: 4842.53 ms
[2021-05-12 07:17:06 main:574] : INFO : Epoch 1579 | loss: 0.0311386 | val_loss: 0.0311775 | Time: 4914.17 ms
[2021-05-12 07:17:11 main:574] : INFO : Epoch 1580 | loss: 0.0311461 | val_loss: 0.031175 | Time: 4628.83 ms
[2021-05-12 07:17:16 main:574] : INFO : Epoch 1581 | loss: 0.0311478 | val_loss: 0.0311724 | Time: 4816.39 ms
[2021-05-12 07:17:20 main:574] : INFO : Epoch 1582 | loss: 0.0311456 | val_loss: 0.0311734 | Time: 4767.24 ms
[2021-05-12 07:17:25 main:574] : INFO : Epoch 1583 | loss: 0.0311446 | val_loss: 0.0311748 | Time: 4907.5 ms
[2021-05-12 07:17:30 main:574] : INFO : Epoch 1584 | loss: 0.0311423 | val_loss: 0.0311715 | Time: 4963.07 ms
[2021-05-12 07:17:35 main:574] : INFO : Epoch 1585 | loss: 0.0311391 | val_loss: 0.0311743 | Time: 4700.58 ms
[2021-05-12 07:17:40 main:574] : INFO : Epoch 1586 | loss: 0.0311365 | val_loss: 0.031171 | Time: 4815.15 ms
[2021-05-12 07:17:45 main:574] : INFO : Epoch 1587 | loss: 0.0311367 | val_loss: 0.0311697 | Time: 4740.43 ms
[2021-05-12 07:17:50 main:574] : INFO : Epoch 1588 | loss: 0.0311392 | val_loss: 0.0311767 | Time: 4744.72 ms
[2021-05-12 07:17:55 main:574] : INFO : Epoch 1589 | loss: 0.0311354 | val_loss: 0.0311718 | Time: 4917.09 ms
[2021-05-12 07:18:00 main:574] : INFO : Epoch 1590 | loss: 0.0311385 | val_loss: 0.031178 | Time: 4793.23 ms
[2021-05-12 07:18:05 main:574] : INFO : Epoch 1591 | loss: 0.0311458 | val_loss: 0.0311761 | Time: 4880.15 ms
[2021-05-12 07:18:09 main:574] : INFO : Epoch 1592 | loss: 0.0311447 | val_loss: 0.0311736 | Time: 4883.96 ms
[2021-05-12 07:18:15 main:574] : INFO : Epoch 1593 | loss: 0.0311396 | val_loss: 0.0311683 | Time: 4893.93 ms
[2021-05-12 07:18:19 main:574] : INFO : Epoch 1594 | loss: 0.0311365 | val_loss: 0.031179 | Time: 4748.64 ms
[2021-05-12 07:18:24 main:574] : INFO : Epoch 1595 | loss: 0.0311398 | val_loss: 0.0311738 | Time: 4893.25 ms
[2021-05-12 07:18:29 main:574] : INFO : Epoch 1596 | loss: 0.0311349 | val_loss: 0.0311702 | Time: 4907.82 ms
[2021-05-12 07:18:34 main:574] : INFO : Epoch 1597 | loss: 0.0311332 | val_loss: 0.0311748 | Time: 4849.24 ms
[2021-05-12 07:18:39 main:574] : INFO : Epoch 1598 | loss: 0.0311315 | val_loss: 0.0311718 | Time: 4897.11 ms
[2021-05-12 07:18:44 main:574] : INFO : Epoch 1599 | loss: 0.0311337 | val_loss: 0.0311863 | Time: 4887.45 ms
[2021-05-12 07:18:49 main:574] : INFO : Epoch 1600 | loss: 0.0311376 | val_loss: 0.031178 | Time: 4711.4 ms
[2021-05-12 07:18:54 main:574] : INFO : Epoch 1601 | loss: 0.0311367 | val_loss: 0.0311763 | Time: 4786.88 ms
[2021-05-12 07:18:59 main:574] : INFO : Epoch 1602 | loss: 0.0311331 | val_loss: 0.0311726 | Time: 4733.05 ms
[2021-05-12 07:19:03 main:574] : INFO : Epoch 1603 | loss: 0.031138 | val_loss: 0.0311726 | Time: 4791.71 ms
[2021-05-12 07:19:08 main:574] : INFO : Epoch 1604 | loss: 0.0311332 | val_loss: 0.031173 | Time: 4918.41 ms
[2021-05-12 07:19:13 main:574] : INFO : Epoch 1605 | loss: 0.0311354 | val_loss: 0.0311734 | Time: 4671.35 ms
[2021-05-12 07:19:18 main:574] : INFO : Epoch 1606 | loss: 0.0311329 | val_loss: 0.031178 | Time: 4854.2 ms
[2021-05-12 07:19:23 main:574] : INFO : Epoch 1607 | loss: 0.0311322 | val_loss: 0.0311726 | Time: 4846.02 ms
[2021-05-12 07:19:28 main:574] : INFO : Epoch 1608 | loss: 0.0311295 | val_loss: 0.031173 | Time: 4938.05 ms
[2021-05-12 07:19:33 main:574] : INFO : Epoch 1609 | loss: 0.0311302 | val_loss: 0.0311741 | Time: 4721 ms
[2021-05-12 07:19:38 main:574] : INFO : Epoch 1610 | loss: 0.031134 | val_loss: 0.0311776 | Time: 4781.22 ms
[2021-05-12 07:19:42 main:574] : INFO : Epoch 1611 | loss: 0.0311388 | val_loss: 0.0311762 | Time: 4805.89 ms
[2021-05-12 07:19:47 main:574] : INFO : Epoch 1612 | loss: 0.0311422 | val_loss: 0.0311714 | Time: 4719.84 ms
[2021-05-12 07:19:52 main:574] : INFO : Epoch 1613 | loss: 0.0311412 | val_loss: 0.0311725 | Time: 4722.17 ms
[2021-05-12 07:19:57 main:574] : INFO : Epoch 1614 | loss: 0.0311355 | val_loss: 0.0311727 | Time: 4985.38 ms
[2021-05-12 07:20:02 main:574] : INFO : Epoch 1615 | loss: 0.0311358 | val_loss: 0.0311751 | Time: 4847.1 ms
[2021-05-12 07:20:07 main:574] : INFO : Epoch 1616 | loss: 0.0311359 | val_loss: 0.0311723 | Time: 4723.78 ms
[2021-05-12 07:20:12 main:574] : INFO : Epoch 1617 | loss: 0.0311356 | val_loss: 0.0311685 | Time: 4879.51 ms
[2021-05-12 07:20:16 main:574] : INFO : Epoch 1618 | loss: 0.0311306 | val_loss: 0.0311712 | Time: 4722.16 ms
[2021-05-12 07:20:21 main:574] : INFO : Epoch 1619 | loss: 0.0311327 | val_loss: 0.0311839 | Time: 4817.37 ms
[2021-05-12 07:20:26 main:574] : INFO : Epoch 1620 | loss: 0.0311355 | val_loss: 0.0311719 | Time: 4957.17 ms
[2021-05-12 07:20:31 main:574] : INFO : Epoch 1621 | loss: 0.0311333 | val_loss: 0.0311727 | Time: 4824.56 ms
[2021-05-12 07:20:36 main:574] : INFO : Epoch 1622 | loss: 0.0311386 | val_loss: 0.0311746 | Time: 4815.53 ms
[2021-05-12 07:20:41 main:574] : INFO : Epoch 1623 | loss: 0.0311375 | val_loss: 0.0311697 | Time: 4844.13 ms
[2021-05-12 07:20:46 main:574] : INFO : Epoch 1624 | loss: 0.031134 | val_loss: 0.031173 | Time: 4881.25 ms
[2021-05-12 07:20:51 main:574] : INFO : Epoch 1625 | loss: 0.0311297 | val_loss: 0.0311754 | Time: 4802.02 ms
[2021-05-12 07:20:56 main:574] : INFO : Epoch 1626 | loss: 0.0311301 | val_loss: 0.031177 | Time: 4789.26 ms
[2021-05-12 07:21:00 main:574] : INFO : Epoch 1627 | loss: 0.0311344 | val_loss: 0.0311737 | Time: 4791.61 ms
[2021-05-12 07:21:05 main:574] : INFO : Epoch 1628 | loss: 0.0311316 | val_loss: 0.0311738 | Time: 4872.28 ms
[2021-05-12 07:21:10 main:574] : INFO : Epoch 1629 | loss: 0.0311308 | val_loss: 0.0311791 | Time: 4781.94 ms
[2021-05-12 07:21:15 main:574] : INFO : Epoch 1630 | loss: 0.0311358 | val_loss: 0.0311696 | Time: 4853.78 ms
[2021-05-12 07:21:20 main:574] : INFO : Epoch 1631 | loss: 0.0311316 | val_loss: 0.0311753 | Time: 4679.37 ms
[2021-05-12 07:21:25 main:574] : INFO : Epoch 1632 | loss: 0.0311315 | val_loss: 0.0311764 | Time: 5026.89 ms
[2021-05-12 07:21:30 main:574] : INFO : Epoch 1633 | loss: 0.031132 | val_loss: 0.0311694 | Time: 4901.14 ms
[2021-05-12 07:21:35 main:574] : INFO : Epoch 1634 | loss: 0.0311377 | val_loss: 0.0311934 | Time: 4778.52 ms
[2021-05-12 07:21:39 main:574] : INFO : Epoch 1635 | loss: 0.0311394 | val_loss: 0.031172 | Time: 4804.96 ms
[2021-05-12 07:21:44 main:574] : INFO : Epoch 1636 | loss: 0.0311385 | val_loss: 0.0311833 | Time: 4672.95 ms
[2021-05-12 07:21:49 main:574] : INFO : Epoch 1637 | loss: 0.0311401 | val_loss: 0.0311674 | Time: 4846.32 ms
[2021-05-12 07:21:54 main:574] : INFO : Epoch 1638 | loss: 0.0311361 | val_loss: 0.0311843 | Time: 4736.15 ms
[2021-05-12 07:21:59 main:574] : INFO : Epoch 1639 | loss: 0.0311366 | val_loss: 0.031179 | Time: 4733.12 ms
[2021-05-12 07:22:04 main:574] : INFO : Epoch 1640 | loss: 0.0311315 | val_loss: 0.0311721 | Time: 4849.85 ms
[2021-05-12 07:22:09 main:574] : INFO : Epoch 1641 | loss: 0.0311336 | val_loss: 0.0311836 | Time: 4773.03 ms
[2021-05-12 07:22:13 main:574] : INFO : Epoch 1642 | loss: 0.0311418 | val_loss: 0.0311765 | Time: 4843.7 ms
[2021-05-12 07:22:18 main:574] : INFO : Epoch 1643 | loss: 0.0311394 | val_loss: 0.0311708 | Time: 4818.11 ms
[2021-05-12 07:22:23 main:574] : INFO : Epoch 1644 | loss: 0.031142 | val_loss: 0.0311696 | Time: 4921.55 ms
[2021-05-12 07:22:28 main:574] : INFO : Epoch 1645 | loss: 0.031136 | val_loss: 0.031184 | Time: 4779.09 ms
[2021-05-12 07:22:33 main:574] : INFO : Epoch 1646 | loss: 0.0311339 | val_loss: 0.0311843 | Time: 4803.33 ms
[2021-05-12 07:22:38 main:574] : INFO : Epoch 1647 | loss: 0.0311322 | val_loss: 0.0311735 | Time: 4687.49 ms
[2021-05-12 07:22:43 main:574] : INFO : Epoch 1648 | loss: 0.0311269 | val_loss: 0.0311727 | Time: 5031.56 ms
[2021-05-12 07:22:48 main:574] : INFO : Epoch 1649 | loss: 0.0311254 | val_loss: 0.0311725 | Time: 4981.81 ms
[2021-05-12 07:22:53 main:574] : INFO : Epoch 1650 | loss: 0.0311255 | val_loss: 0.0311688 | Time: 5050.73 ms
[2021-05-12 07:22:58 main:574] : INFO : Epoch 1651 | loss: 0.0311265 | val_loss: 0.0311741 | Time: 4824.83 ms
[2021-05-12 07:23:03 main:574] : INFO : Epoch 1652 | loss: 0.0311283 | val_loss: 0.0311733 | Time: 4872.25 ms
[2021-05-12 07:23:08 main:574] : INFO : Epoch 1653 | loss: 0.0311286 | val_loss: 0.031176 | Time: 4846.98 ms
[2021-05-12 07:23:13 main:574] : INFO : Epoch 1654 | loss: 0.031128 | val_loss: 0.0311731 | Time: 4843.41 ms
[2021-05-12 07:23:18 main:574] : INFO : Epoch 1655 | loss: 0.031127 | val_loss: 0.03117 | Time: 4976.72 ms
[2021-05-12 07:23:23 main:574] : INFO : Epoch 1656 | loss: 0.0311236 | val_loss: 0.0311818 | Time: 4800.11 ms
[2021-05-12 07:23:28 main:574] : INFO : Epoch 1657 | loss: 0.031124 | val_loss: 0.0311835 | Time: 4834.34 ms
[2021-05-12 07:23:32 main:574] : INFO : Epoch 1658 | loss: 0.0311275 | val_loss: 0.0311735 | Time: 4788.63 ms
[2021-05-12 07:23:37 main:574] : INFO : Epoch 1659 | loss: 0.0311252 | val_loss: 0.0311797 | Time: 4893.31 ms
[2021-05-12 07:23:42 main:574] : INFO : Epoch 1660 | loss: 0.0311232 | val_loss: 0.0311792 | Time: 4889.91 ms
[2021-05-12 07:23:47 main:574] : INFO : Epoch 1661 | loss: 0.0311203 | val_loss: 0.0311786 | Time: 4752.53 ms
[2021-05-12 07:23:52 main:574] : INFO : Epoch 1662 | loss: 0.0311226 | val_loss: 0.0311764 | Time: 4890.02 ms
[2021-05-12 07:23:57 main:574] : INFO : Epoch 1663 | loss: 0.0311318 | val_loss: 0.0311812 | Time: 4860.57 ms
[2021-05-12 07:24:02 main:574] : INFO : Epoch 1664 | loss: 0.0311365 | val_loss: 0.0311886 | Time: 4724.58 ms
[2021-05-12 07:24:07 main:574] : INFO : Epoch 1665 | loss: 0.0311429 | val_loss: 0.0311889 | Time: 4864.89 ms
[2021-05-12 07:24:12 main:574] : INFO : Epoch 1666 | loss: 0.0311369 | val_loss: 0.0311699 | Time: 4868.35 ms
[2021-05-12 07:24:17 main:574] : INFO : Epoch 1667 | loss: 0.0311321 | val_loss: 0.0311727 | Time: 4955.44 ms
[2021-05-12 07:24:22 main:574] : INFO : Epoch 1668 | loss: 0.0311294 | val_loss: 0.0311747 | Time: 4803.45 ms
[2021-05-12 07:24:26 main:574] : INFO : Epoch 1669 | loss: 0.0311292 | val_loss: 0.0311792 | Time: 4716.66 ms
[2021-05-12 07:24:31 main:574] : INFO : Epoch 1670 | loss: 0.0311327 | val_loss: 0.031171 | Time: 4802.43 ms
[2021-05-12 07:24:36 main:574] : INFO : Epoch 1671 | loss: 0.031128 | val_loss: 0.0311764 | Time: 4733.81 ms
[2021-05-12 07:24:41 main:574] : INFO : Epoch 1672 | loss: 0.0311245 | val_loss: 0.0311726 | Time: 4722.31 ms
[2021-05-12 07:24:46 main:574] : INFO : Epoch 1673 | loss: 0.0311284 | val_loss: 0.0311705 | Time: 4901.66 ms
[2021-05-12 07:24:51 main:574] : INFO : Epoch 1674 | loss: 0.0311287 | val_loss: 0.0311755 | Time: 4801.91 ms
[2021-05-12 07:24:56 main:574] : INFO : Epoch 1675 | loss: 0.0311309 | val_loss: 0.0311705 | Time: 4715.28 ms
[2021-05-12 07:25:00 main:574] : INFO : Epoch 1676 | loss: 0.0311277 | val_loss: 0.0311749 | Time: 4824.65 ms
[2021-05-12 07:25:05 main:574] : INFO : Epoch 1677 | loss: 0.0311272 | val_loss: 0.0311761 | Time: 4702.8 ms
[2021-05-12 07:25:10 main:574] : INFO : Epoch 1678 | loss: 0.0311265 | val_loss: 0.0311724 | Time: 4830.22 ms
[2021-05-12 07:25:15 main:574] : INFO : Epoch 1679 | loss: 0.0311269 | val_loss: 0.0311757 | Time: 4960.5 ms
[2021-05-12 07:25:20 main:574] : INFO : Epoch 1680 | loss: 0.0311289 | val_loss: 0.0311703 | Time: 4813.97 ms
[2021-05-12 07:25:25 main:574] : INFO : Epoch 1681 | loss: 0.0311297 | val_loss: 0.0311829 | Time: 4760.81 ms
[2021-05-12 07:25:30 main:574] : INFO : Epoch 1682 | loss: 0.0311275 | val_loss: 0.0311717 | Time: 4834.12 ms
[2021-05-12 07:25:35 main:574] : INFO : Epoch 1683 | loss: 0.0311312 | val_loss: 0.0311833 | Time: 4885.9 ms
[2021-05-12 07:25:40 main:574] : INFO : Epoch 1684 | loss: 0.0311366 | val_loss: 0.0311747 | Time: 4855.84 ms
[2021-05-12 07:25:45 main:574] : INFO : Epoch 1685 | loss: 0.0311332 | val_loss: 0.031171 | Time: 4870 ms
[2021-05-12 07:25:50 main:574] : INFO : Epoch 1686 | loss: 0.0311302 | val_loss: 0.0311766 | Time: 5001.1 ms
[2021-05-12 07:25:55 main:574] : INFO : Epoch 1687 | loss: 0.0311285 | val_loss: 0.0311707 | Time: 4969.31 ms
[2021-05-12 07:26:00 main:574] : INFO : Epoch 1688 | loss: 0.0311259 | val_loss: 0.0311732 | Time: 5267.95 ms
[2021-05-12 07:26:05 main:574] : INFO : Epoch 1689 | loss: 0.0311256 | val_loss: 0.031172 | Time: 5049.02 ms
[2021-05-12 07:26:10 main:574] : INFO : Epoch 1690 | loss: 0.0311246 | val_loss: 0.031174 | Time: 4788.71 ms
[2021-05-12 07:26:15 main:574] : INFO : Epoch 1691 | loss: 0.0311241 | val_loss: 0.031177 | Time: 4810.27 ms
[2021-05-12 07:26:20 main:574] : INFO : Epoch 1692 | loss: 0.0311254 | val_loss: 0.031177 | Time: 4891.07 ms
[2021-05-12 07:26:24 main:574] : INFO : Epoch 1693 | loss: 0.0311258 | val_loss: 0.0311829 | Time: 4748.16 ms
[2021-05-12 07:26:29 main:574] : INFO : Epoch 1694 | loss: 0.0311258 | val_loss: 0.0311903 | Time: 4728.9 ms
[2021-05-12 07:26:34 main:574] : INFO : Epoch 1695 | loss: 0.0311253 | val_loss: 0.0311758 | Time: 4788.68 ms
[2021-05-12 07:26:39 main:574] : INFO : Epoch 1696 | loss: 0.0311245 | val_loss: 0.0311921 | Time: 4819.88 ms
[2021-05-12 07:26:44 main:574] : INFO : Epoch 1697 | loss: 0.0311272 | val_loss: 0.0311751 | Time: 4768.13 ms
[2021-05-12 07:26:49 main:574] : INFO : Epoch 1698 | loss: 0.0311302 | val_loss: 0.0311766 | Time: 4741.42 ms
[2021-05-12 07:26:53 main:574] : INFO : Epoch 1699 | loss: 0.0311288 | val_loss: 0.0311888 | Time: 4817.01 ms
[2021-05-12 07:26:58 main:574] : INFO : Epoch 1700 | loss: 0.0311251 | val_loss: 0.0311818 | Time: 4790.86 ms
[2021-05-12 07:27:03 main:574] : INFO : Epoch 1701 | loss: 0.0311236 | val_loss: 0.0311833 | Time: 4829.29 ms
[2021-05-12 07:27:08 main:574] : INFO : Epoch 1702 | loss: 0.0311229 | val_loss: 0.0311769 | Time: 4796.96 ms
[2021-05-12 07:27:13 main:574] : INFO : Epoch 1703 | loss: 0.031125 | val_loss: 0.0311763 | Time: 4935.29 ms
[2021-05-12 07:27:18 main:574] : INFO : Epoch 1704 | loss: 0.0311236 | val_loss: 0.0311793 | Time: 4716.48 ms
[2021-05-12 07:27:23 main:574] : INFO : Epoch 1705 | loss: 0.0311198 | val_loss: 0.0311818 | Time: 4788.2 ms
[2021-05-12 07:27:27 main:574] : INFO : Epoch 1706 | loss: 0.0311196 | val_loss: 0.0311821 | Time: 4676.92 ms
[2021-05-12 07:27:32 main:574] : INFO : Epoch 1707 | loss: 0.0311196 | val_loss: 0.0311848 | Time: 4735.88 ms
[2021-05-12 07:27:37 main:574] : INFO : Epoch 1708 | loss: 0.031125 | val_loss: 0.0311842 | Time: 4728.47 ms
[2021-05-12 07:27:42 main:574] : INFO : Epoch 1709 | loss: 0.0311201 | val_loss: 0.0311823 | Time: 4808.29 ms
[2021-05-12 07:27:47 main:574] : INFO : Epoch 1710 | loss: 0.0311226 | val_loss: 0.0311834 | Time: 4751.66 ms
[2021-05-12 07:27:51 main:574] : INFO : Epoch 1711 | loss: 0.0311205 | val_loss: 0.0311801 | Time: 4755.7 ms
[2021-05-12 07:27:56 main:574] : INFO : Epoch 1712 | loss: 0.0311185 | val_loss: 0.0311837 | Time: 4681.84 ms
[2021-05-12 07:28:01 main:574] : INFO : Epoch 1713 | loss: 0.031118 | val_loss: 0.0311811 | Time: 4735.37 ms
[2021-05-12 07:28:06 main:574] : INFO : Epoch 1714 | loss: 0.0311198 | val_loss: 0.0311819 | Time: 4804.76 ms
[2021-05-12 07:28:11 main:574] : INFO : Epoch 1715 | loss: 0.0311214 | val_loss: 0.0311871 | Time: 4850.16 ms
[2021-05-12 07:28:15 main:574] : INFO : Epoch 1716 | loss: 0.031125 | val_loss: 0.0311811 | Time: 4830.36 ms
[2021-05-12 07:28:20 main:574] : INFO : Epoch 1717 | loss: 0.0311243 | val_loss: 0.0311795 | Time: 4956.15 ms
[2021-05-12 07:28:25 main:574] : INFO : Epoch 1718 | loss: 0.0311271 | val_loss: 0.0311775 | Time: 4866.86 ms
[2021-05-12 07:28:30 main:574] : INFO : Epoch 1719 | loss: 0.0311209 | val_loss: 0.0311864 | Time: 4811.12 ms
[2021-05-12 07:28:35 main:574] : INFO : Epoch 1720 | loss: 0.0311262 | val_loss: 0.0311843 | Time: 4836.3 ms
[2021-05-12 07:28:40 main:574] : INFO : Epoch 1721 | loss: 0.0311387 | val_loss: 0.0311772 | Time: 4740.76 ms
[2021-05-12 07:28:45 main:574] : INFO : Epoch 1722 | loss: 0.0311395 | val_loss: 0.0311785 | Time: 4911.5 ms
[2021-05-12 07:28:50 main:574] : INFO : Epoch 1723 | loss: 0.0311326 | val_loss: 0.0311841 | Time: 4842.41 ms
[2021-05-12 07:28:55 main:574] : INFO : Epoch 1724 | loss: 0.0311298 | val_loss: 0.031178 | Time: 4709.82 ms
[2021-05-12 07:29:00 main:574] : INFO : Epoch 1725 | loss: 0.0311287 | val_loss: 0.0311773 | Time: 4927.81 ms
[2021-05-12 07:29:04 main:574] : INFO : Epoch 1726 | loss: 0.0311261 | val_loss: 0.0311769 | Time: 4759.76 ms
[2021-05-12 07:29:09 main:574] : INFO : Epoch 1727 | loss: 0.0311257 | val_loss: 0.0311818 | Time: 4924.64 ms
[2021-05-12 07:29:14 main:574] : INFO : Epoch 1728 | loss: 0.0311294 | val_loss: 0.0311754 | Time: 4679.47 ms
[2021-05-12 07:29:19 main:574] : INFO : Epoch 1729 | loss: 0.0311279 | val_loss: 0.0311794 | Time: 4703.29 ms
[2021-05-12 07:29:24 main:574] : INFO : Epoch 1730 | loss: 0.0311266 | val_loss: 0.0311739 | Time: 4707.64 ms
[2021-05-12 07:29:28 main:574] : INFO : Epoch 1731 | loss: 0.0311251 | val_loss: 0.03118 | Time: 4719.27 ms
[2021-05-12 07:29:33 main:574] : INFO : Epoch 1732 | loss: 0.0311239 | val_loss: 0.0311809 | Time: 4794.19 ms
[2021-05-12 07:29:38 main:574] : INFO : Epoch 1733 | loss: 0.0311227 | val_loss: 0.031179 | Time: 4819.13 ms
[2021-05-12 07:29:43 main:574] : INFO : Epoch 1734 | loss: 0.0311229 | val_loss: 0.0311794 | Time: 4794.66 ms
[2021-05-12 07:29:48 main:574] : INFO : Epoch 1735 | loss: 0.031121 | val_loss: 0.0311807 | Time: 4733.83 ms
[2021-05-12 07:29:53 main:574] : INFO : Epoch 1736 | loss: 0.0311222 | val_loss: 0.0311766 | Time: 4896.22 ms
[2021-05-12 07:29:58 main:574] : INFO : Epoch 1737 | loss: 0.031121 | val_loss: 0.0311843 | Time: 4779.32 ms
[2021-05-12 07:30:03 main:574] : INFO : Epoch 1738 | loss: 0.0311206 | val_loss: 0.0311809 | Time: 4981.3 ms
[2021-05-12 07:30:08 main:574] : INFO : Epoch 1739 | loss: 0.0311231 | val_loss: 0.031184 | Time: 5004.6 ms
[2021-05-12 07:30:13 main:574] : INFO : Epoch 1740 | loss: 0.0311232 | val_loss: 0.0311783 | Time: 4965.83 ms
[2021-05-12 07:30:18 main:574] : INFO : Epoch 1741 | loss: 0.0311226 | val_loss: 0.0311821 | Time: 4801.79 ms
[2021-05-12 07:30:23 main:574] : INFO : Epoch 1742 | loss: 0.0311186 | val_loss: 0.0311793 | Time: 4833.43 ms
[2021-05-12 07:30:28 main:574] : INFO : Epoch 1743 | loss: 0.0311181 | val_loss: 0.0311875 | Time: 4950.6 ms
[2021-05-12 07:30:32 main:574] : INFO : Epoch 1744 | loss: 0.031117 | val_loss: 0.0311906 | Time: 4741.47 ms
[2021-05-12 07:30:37 main:574] : INFO : Epoch 1745 | loss: 0.0311175 | val_loss: 0.03118 | Time: 4817.96 ms
[2021-05-12 07:30:42 main:574] : INFO : Epoch 1746 | loss: 0.0311181 | val_loss: 0.0311906 | Time: 4882.72 ms
[2021-05-12 07:30:47 main:574] : INFO : Epoch 1747 | loss: 0.0311196 | val_loss: 0.0311871 | Time: 4865.03 ms
[2021-05-12 07:30:52 main:574] : INFO : Epoch 1748 | loss: 0.0311218 | val_loss: 0.0311871 | Time: 4744.88 ms
[2021-05-12 07:30:57 main:574] : INFO : Epoch 1749 | loss: 0.0311162 | val_loss: 0.0311812 | Time: 4840.24 ms
[2021-05-12 07:31:02 main:574] : INFO : Epoch 1750 | loss: 0.0311232 | val_loss: 0.0311791 | Time: 4860.42 ms
[2021-05-12 07:31:06 main:574] : INFO : Epoch 1751 | loss: 0.0311218 | val_loss: 0.0311819 | Time: 4738.38 ms
[2021-05-12 07:31:11 main:574] : INFO : Epoch 1752 | loss: 0.0311184 | val_loss: 0.0311863 | Time: 4704.58 ms
[2021-05-12 07:31:16 main:574] : INFO : Epoch 1753 | loss: 0.0311174 | val_loss: 0.031181 | Time: 5036.27 ms
[2021-05-12 07:31:21 main:574] : INFO : Epoch 1754 | loss: 0.0311173 | val_loss: 0.0311854 | Time: 4875.49 ms
[2021-05-12 07:31:26 main:574] : INFO : Epoch 1755 | loss: 0.0311151 | val_loss: 0.0311838 | Time: 4913.32 ms
[2021-05-12 07:31:31 main:574] : INFO : Epoch 1756 | loss: 0.031116 | val_loss: 0.0311868 | Time: 4796.96 ms
[2021-05-12 07:31:36 main:574] : INFO : Epoch 1757 | loss: 0.0311156 | val_loss: 0.0311914 | Time: 4822.86 ms
[2021-05-12 07:31:41 main:574] : INFO : Epoch 1758 | loss: 0.0311225 | val_loss: 0.0311866 | Time: 4777.5 ms
[2021-05-12 07:31:46 main:574] : INFO : Epoch 1759 | loss: 0.0311235 | val_loss: 0.0311822 | Time: 4851.51 ms
[2021-05-12 07:31:51 main:574] : INFO : Epoch 1760 | loss: 0.0311238 | val_loss: 0.0311857 | Time: 4829.47 ms
[2021-05-12 07:31:55 main:574] : INFO : Epoch 1761 | loss: 0.031128 | val_loss: 0.0311983 | Time: 4816.24 ms
[2021-05-12 07:32:00 main:574] : INFO : Epoch 1762 | loss: 0.0311255 | val_loss: 0.0311866 | Time: 4750.98 ms
[2021-05-12 07:32:05 main:574] : INFO : Epoch 1763 | loss: 0.0311271 | val_loss: 0.0311794 | Time: 4753.93 ms
[2021-05-12 07:32:10 main:574] : INFO : Epoch 1764 | loss: 0.0311249 | val_loss: 0.031186 | Time: 4655.09 ms
[2021-05-12 07:32:14 main:574] : INFO : Epoch 1765 | loss: 0.0311204 | val_loss: 0.03118 | Time: 4751.01 ms
[2021-05-12 07:32:19 main:574] : INFO : Epoch 1766 | loss: 0.031122 | val_loss: 0.0311936 | Time: 4745.19 ms
[2021-05-12 07:32:24 main:574] : INFO : Epoch 1767 | loss: 0.0311281 | val_loss: 0.0311864 | Time: 4812.71 ms
[2021-05-12 07:32:29 main:574] : INFO : Epoch 1768 | loss: 0.0311246 | val_loss: 0.031181 | Time: 4866.89 ms
[2021-05-12 07:32:34 main:574] : INFO : Epoch 1769 | loss: 0.0311374 | val_loss: 0.0311763 | Time: 4652.53 ms
[2021-05-12 07:32:38 main:574] : INFO : Epoch 1770 | loss: 0.0311411 | val_loss: 0.0311772 | Time: 4679.83 ms
[2021-05-12 07:32:43 main:574] : INFO : Epoch 1771 | loss: 0.0311439 | val_loss: 0.031177 | Time: 4817.94 ms
[2021-05-12 07:32:48 main:574] : INFO : Epoch 1772 | loss: 0.0311472 | val_loss: 0.0311732 | Time: 4708.84 ms
[2021-05-12 07:32:53 main:574] : INFO : Epoch 1773 | loss: 0.0311471 | val_loss: 0.0311759 | Time: 5103.13 ms
[2021-05-12 07:32:58 main:574] : INFO : Epoch 1774 | loss: 0.0311432 | val_loss: 0.0311727 | Time: 4876.33 ms
[2021-05-12 07:33:03 main:574] : INFO : Epoch 1775 | loss: 0.0311404 | val_loss: 0.0311742 | Time: 4768.06 ms
[2021-05-12 07:33:08 main:574] : INFO : Epoch 1776 | loss: 0.0311388 | val_loss: 0.031174 | Time: 4822.53 ms
[2021-05-12 07:33:13 main:574] : INFO : Epoch 1777 | loss: 0.0311466 | val_loss: 0.0311764 | Time: 4852.07 ms
[2021-05-12 07:33:18 main:574] : INFO : Epoch 1778 | loss: 0.0311457 | val_loss: 0.0311791 | Time: 4820.52 ms
[2021-05-12 07:33:23 main:574] : INFO : Epoch 1779 | loss: 0.0311795 | val_loss: 0.0311915 | Time: 4837.62 ms
[2021-05-12 07:33:28 main:574] : INFO : Epoch 1780 | loss: 0.0311725 | val_loss: 0.0311802 | Time: 4856.8 ms
[2021-05-12 07:33:33 main:574] : INFO : Epoch 1781 | loss: 0.0311667 | val_loss: 0.0311733 | Time: 4951.98 ms
[2021-05-12 07:33:38 main:574] : INFO : Epoch 1782 | loss: 0.0311615 | val_loss: 0.0311754 | Time: 4912.92 ms
[2021-05-12 07:33:43 main:574] : INFO : Epoch 1783 | loss: 0.031162 | val_loss: 0.0311715 | Time: 4793.61 ms
[2021-05-12 07:33:48 main:574] : INFO : Epoch 1784 | loss: 0.0311637 | val_loss: 0.0311706 | Time: 4872.83 ms
[2021-05-12 07:33:52 main:574] : INFO : Epoch 1785 | loss: 0.0311603 | val_loss: 0.0311776 | Time: 4811.15 ms
[2021-05-12 07:33:57 main:574] : INFO : Epoch 1786 | loss: 0.0311661 | val_loss: 0.0311772 | Time: 4781.93 ms
[2021-05-12 07:34:02 main:574] : INFO : Epoch 1787 | loss: 0.0311714 | val_loss: 0.0311702 | Time: 4848.65 ms
[2021-05-12 07:34:07 main:574] : INFO : Epoch 1788 | loss: 0.0311673 | val_loss: 0.0311714 | Time: 4759.21 ms
[2021-05-12 07:34:12 main:574] : INFO : Epoch 1789 | loss: 0.0311637 | val_loss: 0.031166 | Time: 4950.85 ms
[2021-05-12 07:34:17 main:574] : INFO : Epoch 1790 | loss: 0.0311618 | val_loss: 0.0311655 | Time: 4793.45 ms
[2021-05-12 07:34:22 main:574] : INFO : Epoch 1791 | loss: 0.0311601 | val_loss: 0.03117 | Time: 4827.44 ms
[2021-05-12 07:34:27 main:574] : INFO : Epoch 1792 | loss: 0.0311591 | val_loss: 0.0311661 | Time: 4882.76 ms
[2021-05-12 07:34:31 main:574] : INFO : Epoch 1793 | loss: 0.0311592 | val_loss: 0.0311648 | Time: 4794.14 ms
[2021-05-12 07:34:36 main:574] : INFO : Epoch 1794 | loss: 0.0311581 | val_loss: 0.0311668 | Time: 4880.31 ms
[2021-05-12 07:34:41 main:574] : INFO : Epoch 1795 | loss: 0.0311589 | val_loss: 0.0311656 | Time: 4695.29 ms
[2021-05-12 07:34:46 main:574] : INFO : Epoch 1796 | loss: 0.0311575 | val_loss: 0.0311655 | Time: 4915.05 ms
[2021-05-12 07:34:51 main:574] : INFO : Epoch 1797 | loss: 0.0311573 | val_loss: 0.0311694 | Time: 4882.87 ms
[2021-05-12 07:34:56 main:574] : INFO : Epoch 1798 | loss: 0.0311548 | val_loss: 0.0311673 | Time: 4744.85 ms
[2021-05-12 07:35:01 main:574] : INFO : Epoch 1799 | loss: 0.0311556 | val_loss: 0.0311661 | Time: 4855.32 ms
[2021-05-12 07:35:06 main:574] : INFO : Epoch 1800 | loss: 0.0311548 | val_loss: 0.0311666 | Time: 4738.63 ms
[2021-05-12 07:35:10 main:574] : INFO : Epoch 1801 | loss: 0.0311614 | val_loss: 0.0311679 | Time: 4694.18 ms
[2021-05-12 07:35:15 main:574] : INFO : Epoch 1802 | loss: 0.0311634 | val_loss: 0.0311677 | Time: 4752.77 ms
[2021-05-12 07:35:20 main:574] : INFO : Epoch 1803 | loss: 0.031163 | val_loss: 0.0311656 | Time: 4728.38 ms
[2021-05-12 07:35:25 main:574] : INFO : Epoch 1804 | loss: 0.0311585 | val_loss: 0.031164 | Time: 4789.29 ms
[2021-05-12 07:35:30 main:574] : INFO : Epoch 1805 | loss: 0.0311591 | val_loss: 0.0311644 | Time: 4846.52 ms
[2021-05-12 07:35:35 main:574] : INFO : Epoch 1806 | loss: 0.0311574 | val_loss: 0.0311656 | Time: 4756.18 ms
[2021-05-12 07:35:39 main:574] : INFO : Epoch 1807 | loss: 0.0311584 | val_loss: 0.0311651 | Time: 4892.72 ms
[2021-05-12 07:35:45 main:574] : INFO : Epoch 1808 | loss: 0.0311569 | val_loss: 0.0311635 | Time: 5006.04 ms
[2021-05-12 07:35:49 main:574] : INFO : Epoch 1809 | loss: 0.031157 | val_loss: 0.0311687 | Time: 4748.14 ms
[2021-05-12 07:35:54 main:574] : INFO : Epoch 1810 | loss: 0.0311556 | val_loss: 0.0311654 | Time: 5039.28 ms
[2021-05-12 07:35:59 main:574] : INFO : Epoch 1811 | loss: 0.0311557 | val_loss: 0.0311668 | Time: 4937.12 ms
[2021-05-12 07:36:05 main:574] : INFO : Epoch 1812 | loss: 0.0311536 | val_loss: 0.0311647 | Time: 5125.14 ms
[2021-05-12 07:36:10 main:574] : INFO : Epoch 1813 | loss: 0.0311542 | val_loss: 0.0311659 | Time: 4868.37 ms
[2021-05-12 07:36:15 main:574] : INFO : Epoch 1814 | loss: 0.0311541 | val_loss: 0.0311631 | Time: 4964.67 ms
[2021-05-12 07:36:20 main:574] : INFO : Epoch 1815 | loss: 0.0311538 | val_loss: 0.0311659 | Time: 4996.72 ms
[2021-05-12 07:36:25 main:574] : INFO : Epoch 1816 | loss: 0.0311526 | val_loss: 0.0311646 | Time: 4842.51 ms
[2021-05-12 07:36:29 main:574] : INFO : Epoch 1817 | loss: 0.03115 | val_loss: 0.0311647 | Time: 4897.89 ms
[2021-05-12 07:36:34 main:574] : INFO : Epoch 1818 | loss: 0.0311505 | val_loss: 0.0311688 | Time: 4894.02 ms
[2021-05-12 07:36:39 main:574] : INFO : Epoch 1819 | loss: 0.0311546 | val_loss: 0.0311639 | Time: 4936.55 ms
[2021-05-12 07:36:44 main:574] : INFO : Epoch 1820 | loss: 0.0311513 | val_loss: 0.0311651 | Time: 5022.64 ms
[2021-05-12 07:36:49 main:574] : INFO : Epoch 1821 | loss: 0.0311469 | val_loss: 0.0311643 | Time: 4786.04 ms
[2021-05-12 07:36:54 main:574] : INFO : Epoch 1822 | loss: 0.0311492 | val_loss: 0.0311666 | Time: 4989.26 ms
[2021-05-12 07:36:59 main:574] : INFO : Epoch 1823 | loss: 0.0311485 | val_loss: 0.0311629 | Time: 4890.23 ms
[2021-05-12 07:37:04 main:574] : INFO : Epoch 1824 | loss: 0.0311475 | val_loss: 0.0311677 | Time: 4892.92 ms
[2021-05-12 07:37:09 main:574] : INFO : Epoch 1825 | loss: 0.0311469 | val_loss: 0.0311624 | Time: 4965.66 ms
[2021-05-12 07:37:14 main:574] : INFO : Epoch 1826 | loss: 0.0311466 | val_loss: 0.0311645 | Time: 4821.01 ms
[2021-05-12 07:37:19 main:574] : INFO : Epoch 1827 | loss: 0.0311458 | val_loss: 0.0311654 | Time: 4751.79 ms
[2021-05-12 07:37:24 main:574] : INFO : Epoch 1828 | loss: 0.0311485 | val_loss: 0.0311651 | Time: 4742.77 ms
[2021-05-12 07:37:29 main:574] : INFO : Epoch 1829 | loss: 0.0311489 | val_loss: 0.0311624 | Time: 4821.05 ms
[2021-05-12 07:37:33 main:574] : INFO : Epoch 1830 | loss: 0.0311502 | val_loss: 0.0311665 | Time: 4752.32 ms
[2021-05-12 07:37:38 main:574] : INFO : Epoch 1831 | loss: 0.0311479 | val_loss: 0.0311663 | Time: 4873.64 ms
[2021-05-12 07:37:43 main:574] : INFO : Epoch 1832 | loss: 0.0311518 | val_loss: 0.0311689 | Time: 4773.76 ms
[2021-05-12 07:37:48 main:574] : INFO : Epoch 1833 | loss: 0.0311624 | val_loss: 0.0311788 | Time: 4858.86 ms
[2021-05-12 07:37:53 main:574] : INFO : Epoch 1834 | loss: 0.0311713 | val_loss: 0.0311764 | Time: 5010.84 ms
[2021-05-12 07:37:58 main:574] : INFO : Epoch 1835 | loss: 0.0311668 | val_loss: 0.031175 | Time: 4828.95 ms
[2021-05-12 07:38:03 main:574] : INFO : Epoch 1836 | loss: 0.0311641 | val_loss: 0.0311798 | Time: 4827.41 ms
[2021-05-12 07:38:08 main:574] : INFO : Epoch 1837 | loss: 0.031164 | val_loss: 0.0311738 | Time: 4763.14 ms
[2021-05-12 07:38:13 main:574] : INFO : Epoch 1838 | loss: 0.0311617 | val_loss: 0.0311721 | Time: 4715.35 ms
[2021-05-12 07:38:17 main:574] : INFO : Epoch 1839 | loss: 0.0311624 | val_loss: 0.031172 | Time: 4812.21 ms
[2021-05-12 07:38:22 main:574] : INFO : Epoch 1840 | loss: 0.0311614 | val_loss: 0.0311681 | Time: 4814.8 ms
[2021-05-12 07:38:27 main:574] : INFO : Epoch 1841 | loss: 0.0311549 | val_loss: 0.0311718 | Time: 4866.85 ms
[2021-05-12 07:38:32 main:574] : INFO : Epoch 1842 | loss: 0.031157 | val_loss: 0.0311734 | Time: 4840.18 ms
[2021-05-12 07:38:37 main:574] : INFO : Epoch 1843 | loss: 0.0311549 | val_loss: 0.0311702 | Time: 4915.59 ms
[2021-05-12 07:38:42 main:574] : INFO : Epoch 1844 | loss: 0.0311534 | val_loss: 0.0311709 | Time: 4843.77 ms
[2021-05-12 07:38:47 main:574] : INFO : Epoch 1845 | loss: 0.031154 | val_loss: 0.0311704 | Time: 4805.44 ms
[2021-05-12 07:38:52 main:574] : INFO : Epoch 1846 | loss: 0.0311528 | val_loss: 0.0311704 | Time: 4907.34 ms
[2021-05-12 07:38:57 main:574] : INFO : Epoch 1847 | loss: 0.0311525 | val_loss: 0.0311725 | Time: 4997.16 ms
[2021-05-12 07:39:02 main:574] : INFO : Epoch 1848 | loss: 0.031153 | val_loss: 0.0311685 | Time: 4773.3 ms
[2021-05-12 07:39:07 main:574] : INFO : Epoch 1849 | loss: 0.0311521 | val_loss: 0.0311699 | Time: 4841.84 ms
[2021-05-12 07:39:11 main:574] : INFO : Epoch 1850 | loss: 0.031151 | val_loss: 0.0311709 | Time: 4739.11 ms
[2021-05-12 07:39:16 main:574] : INFO : Epoch 1851 | loss: 0.0311502 | val_loss: 0.0311679 | Time: 4964.59 ms
[2021-05-12 07:39:21 main:574] : INFO : Epoch 1852 | loss: 0.0311514 | val_loss: 0.0311724 | Time: 4873.43 ms
[2021-05-12 07:39:26 main:574] : INFO : Epoch 1853 | loss: 0.0311534 | val_loss: 0.0311727 | Time: 4886.8 ms
[2021-05-12 07:39:31 main:574] : INFO : Epoch 1854 | loss: 0.0311646 | val_loss: 0.0311808 | Time: 4829.12 ms
[2021-05-12 07:39:36 main:574] : INFO : Epoch 1855 | loss: 0.0313223 | val_loss: 0.0327194 | Time: 4761.58 ms
[2021-05-12 07:39:41 main:574] : INFO : Epoch 1856 | loss: 0.0323018 | val_loss: 0.0317215 | Time: 4861.03 ms
[2021-05-12 07:39:46 main:574] : INFO : Epoch 1857 | loss: 0.0317324 | val_loss: 0.0313671 | Time: 4979.19 ms
[2021-05-12 07:39:51 main:574] : INFO : Epoch 1858 | loss: 0.0312733 | val_loss: 0.0312279 | Time: 4810.86 ms
[2021-05-12 07:39:56 main:574] : INFO : Epoch 1859 | loss: 0.031197 | val_loss: 0.0311881 | Time: 4887.32 ms
[2021-05-12 07:40:01 main:574] : INFO : Epoch 1860 | loss: 0.031181 | val_loss: 0.0311789 | Time: 4773.38 ms
[2021-05-12 07:40:05 main:574] : INFO : Epoch 1861 | loss: 0.0311773 | val_loss: 0.0311809 | Time: 4791.95 ms
[2021-05-12 07:40:10 main:574] : INFO : Epoch 1862 | loss: 0.0311756 | val_loss: 0.0311727 | Time: 4783.99 ms
[2021-05-12 07:40:15 main:574] : INFO : Epoch 1863 | loss: 0.0311672 | val_loss: 0.031172 | Time: 4761.58 ms
[2021-05-12 07:40:20 main:574] : INFO : Epoch 1864 | loss: 0.0311672 | val_loss: 0.0311739 | Time: 4802.17 ms
[2021-05-12 07:40:25 main:574] : INFO : Epoch 1865 | loss: 0.0311651 | val_loss: 0.0311717 | Time: 4939.87 ms
[2021-05-12 07:40:30 main:574] : INFO : Epoch 1866 | loss: 0.0311636 | val_loss: 0.0311742 | Time: 4818.38 ms
[2021-05-12 07:40:35 main:574] : INFO : Epoch 1867 | loss: 0.0311637 | val_loss: 0.0311709 | Time: 4841.43 ms
[2021-05-12 07:40:39 main:574] : INFO : Epoch 1868 | loss: 0.0311627 | val_loss: 0.0311724 | Time: 4753.78 ms
[2021-05-12 07:40:44 main:574] : INFO : Epoch 1869 | loss: 0.0311638 | val_loss: 0.031179 | Time: 4938.05 ms
[2021-05-12 07:40:49 main:574] : INFO : Epoch 1870 | loss: 0.0311658 | val_loss: 0.031172 | Time: 4860.26 ms
[2021-05-12 07:40:54 main:574] : INFO : Epoch 1871 | loss: 0.0311628 | val_loss: 0.0311721 | Time: 5053.98 ms
[2021-05-12 07:41:00 main:574] : INFO : Epoch 1872 | loss: 0.0311624 | val_loss: 0.0311713 | Time: 5334.45 ms
[2021-05-12 07:41:05 main:574] : INFO : Epoch 1873 | loss: 0.0311616 | val_loss: 0.031171 | Time: 5161.19 ms
[2021-05-12 07:41:10 main:574] : INFO : Epoch 1874 | loss: 0.0311611 | val_loss: 0.03117 | Time: 4869.83 ms
[2021-05-12 07:41:15 main:574] : INFO : Epoch 1875 | loss: 0.0311626 | val_loss: 0.0311704 | Time: 4922.71 ms
[2021-05-12 07:41:20 main:574] : INFO : Epoch 1876 | loss: 0.0311625 | val_loss: 0.0311698 | Time: 4733.57 ms
[2021-05-12 07:41:25 main:574] : INFO : Epoch 1877 | loss: 0.0311618 | val_loss: 0.0311681 | Time: 4897.88 ms
[2021-05-12 07:41:30 main:574] : INFO : Epoch 1878 | loss: 0.0311614 | val_loss: 0.0311684 | Time: 4756.53 ms
[2021-05-12 07:41:34 main:574] : INFO : Epoch 1879 | loss: 0.0311605 | val_loss: 0.0311669 | Time: 4749.12 ms
[2021-05-12 07:41:39 main:574] : INFO : Epoch 1880 | loss: 0.0311608 | val_loss: 0.0311673 | Time: 4872.39 ms
[2021-05-12 07:41:44 main:574] : INFO : Epoch 1881 | loss: 0.031161 | val_loss: 0.031169 | Time: 4830.22 ms
[2021-05-12 07:41:49 main:574] : INFO : Epoch 1882 | loss: 0.0311642 | val_loss: 0.0311697 | Time: 4728.09 ms
[2021-05-12 07:41:54 main:574] : INFO : Epoch 1883 | loss: 0.0311614 | val_loss: 0.0311681 | Time: 4780.03 ms
[2021-05-12 07:41:59 main:574] : INFO : Epoch 1884 | loss: 0.0311615 | val_loss: 0.0311705 | Time: 4830.7 ms
[2021-05-12 07:42:04 main:574] : INFO : Epoch 1885 | loss: 0.0311612 | val_loss: 0.031172 | Time: 4986.03 ms
[2021-05-12 07:42:09 main:574] : INFO : Epoch 1886 | loss: 0.0311649 | val_loss: 0.0311767 | Time: 4811.22 ms
[2021-05-12 07:42:13 main:574] : INFO : Epoch 1887 | loss: 0.0311636 | val_loss: 0.0311686 | Time: 4790.93 ms
[2021-05-12 07:42:18 main:574] : INFO : Epoch 1888 | loss: 0.031162 | val_loss: 0.0311687 | Time: 4742.76 ms
[2021-05-12 07:42:23 main:574] : INFO : Epoch 1889 | loss: 0.031161 | val_loss: 0.0311704 | Time: 4723.76 ms
[2021-05-12 07:42:28 main:574] : INFO : Epoch 1890 | loss: 0.031161 | val_loss: 0.031168 | Time: 4823.37 ms
[2021-05-12 07:42:33 main:574] : INFO : Epoch 1891 | loss: 0.0311598 | val_loss: 0.0311675 | Time: 4808.78 ms
[2021-05-12 07:42:38 main:574] : INFO : Epoch 1892 | loss: 0.031159 | val_loss: 0.0311686 | Time: 4932.61 ms
[2021-05-12 07:42:43 main:574] : INFO : Epoch 1893 | loss: 0.0311595 | val_loss: 0.0311676 | Time: 4858.84 ms
[2021-05-12 07:42:47 main:574] : INFO : Epoch 1894 | loss: 0.0311593 | val_loss: 0.0311677 | Time: 4805.98 ms
[2021-05-12 07:42:52 main:574] : INFO : Epoch 1895 | loss: 0.0311588 | val_loss: 0.0311677 | Time: 4822.62 ms
[2021-05-12 07:42:58 main:574] : INFO : Epoch 1896 | loss: 0.0311586 | val_loss: 0.0311683 | Time: 4975.29 ms
[2021-05-12 07:43:02 main:574] : INFO : Epoch 1897 | loss: 0.0311582 | val_loss: 0.0311676 | Time: 4834.4 ms
[2021-05-12 07:43:07 main:574] : INFO : Epoch 1898 | loss: 0.0311593 | val_loss: 0.031169 | Time: 4795.11 ms
[2021-05-12 07:43:12 main:574] : INFO : Epoch 1899 | loss: 0.0311613 | val_loss: 0.0311678 | Time: 4786.72 ms
[2021-05-12 07:43:17 main:574] : INFO : Epoch 1900 | loss: 0.0311599 | val_loss: 0.0311699 | Time: 4966.78 ms
[2021-05-12 07:43:22 main:574] : INFO : Epoch 1901 | loss: 0.0311589 | val_loss: 0.0311697 | Time: 4784.08 ms
[2021-05-12 07:43:27 main:574] : INFO : Epoch 1902 | loss: 0.0311601 | val_loss: 0.0311694 | Time: 4865.56 ms
[2021-05-12 07:43:32 main:574] : INFO : Epoch 1903 | loss: 0.0311591 | val_loss: 0.0311689 | Time: 4930.93 ms
[2021-05-12 07:43:37 main:574] : INFO : Epoch 1904 | loss: 0.0311576 | val_loss: 0.0311688 | Time: 4952.2 ms
[2021-05-12 07:43:42 main:574] : INFO : Epoch 1905 | loss: 0.0311572 | val_loss: 0.0311706 | Time: 5063.95 ms
[2021-05-12 07:43:47 main:574] : INFO : Epoch 1906 | loss: 0.0311572 | val_loss: 0.0311699 | Time: 4784.02 ms
[2021-05-12 07:43:52 main:574] : INFO : Epoch 1907 | loss: 0.0311574 | val_loss: 0.0311715 | Time: 4945.09 ms
[2021-05-12 07:43:57 main:574] : INFO : Epoch 1908 | loss: 0.0311628 | val_loss: 0.0311764 | Time: 4848.69 ms
[2021-05-12 07:44:02 main:574] : INFO : Epoch 1909 | loss: 0.031166 | val_loss: 0.0311692 | Time: 4848.28 ms
[2021-05-12 07:44:06 main:574] : INFO : Epoch 1910 | loss: 0.0311623 | val_loss: 0.0311681 | Time: 4785.4 ms
[2021-05-12 07:44:11 main:574] : INFO : Epoch 1911 | loss: 0.0311621 | val_loss: 0.0311695 | Time: 4968.87 ms
[2021-05-12 07:44:16 main:574] : INFO : Epoch 1912 | loss: 0.0311619 | val_loss: 0.031167 | Time: 4809.12 ms
[2021-05-12 07:44:21 main:574] : INFO : Epoch 1913 | loss: 0.0311607 | val_loss: 0.031167 | Time: 4900.61 ms
[2021-05-12 07:44:26 main:574] : INFO : Epoch 1914 | loss: 0.0311597 | val_loss: 0.0311662 | Time: 4799.2 ms
[2021-05-12 07:44:31 main:574] : INFO : Epoch 1915 | loss: 0.0311599 | val_loss: 0.0311662 | Time: 4803.72 ms
[2021-05-12 07:44:36 main:574] : INFO : Epoch 1916 | loss: 0.0311602 | val_loss: 0.0311667 | Time: 4869.18 ms
[2021-05-12 07:44:41 main:574] : INFO : Epoch 1917 | loss: 0.0311589 | val_loss: 0.031169 | Time: 4772.95 ms
[2021-05-12 07:44:46 main:574] : INFO : Epoch 1918 | loss: 0.0311583 | val_loss: 0.0311682 | Time: 4786.52 ms
[2021-05-12 07:44:51 main:574] : INFO : Epoch 1919 | loss: 0.0311585 | val_loss: 0.0311678 | Time: 4939.97 ms
[2021-05-12 07:44:55 main:574] : INFO : Epoch 1920 | loss: 0.0311579 | val_loss: 0.0311694 | Time: 4924.38 ms
[2021-05-12 07:45:00 main:574] : INFO : Epoch 1921 | loss: 0.0311576 | val_loss: 0.0311699 | Time: 4818.61 ms
[2021-05-12 07:45:05 main:574] : INFO : Epoch 1922 | loss: 0.0311611 | val_loss: 0.0311715 | Time: 4837.17 ms
[2021-05-12 07:45:10 main:574] : INFO : Epoch 1923 | loss: 0.0311654 | val_loss: 0.0311716 | Time: 4908.59 ms
[2021-05-12 07:45:15 main:574] : INFO : Epoch 1924 | loss: 0.0311646 | val_loss: 0.0311714 | Time: 4984.06 ms
[2021-05-12 07:45:20 main:574] : INFO : Epoch 1925 | loss: 0.031163 | val_loss: 0.0311699 | Time: 4962.07 ms
[2021-05-12 07:45:25 main:574] : INFO : Epoch 1926 | loss: 0.031163 | val_loss: 0.0311693 | Time: 4874.59 ms
[2021-05-12 07:45:30 main:574] : INFO : Epoch 1927 | loss: 0.0311615 | val_loss: 0.0311695 | Time: 4811.38 ms
[2021-05-12 07:45:35 main:574] : INFO : Epoch 1928 | loss: 0.0311611 | val_loss: 0.0311704 | Time: 5171.23 ms
[2021-05-12 07:45:40 main:574] : INFO : Epoch 1929 | loss: 0.0311626 | val_loss: 0.0311712 | Time: 5073.1 ms
[2021-05-12 07:45:45 main:574] : INFO : Epoch 1930 | loss: 0.0311596 | val_loss: 0.0311672 | Time: 4837.77 ms
[2021-05-12 07:45:50 main:574] : INFO : Epoch 1931 | loss: 0.0311576 | val_loss: 0.031166 | Time: 5036.97 ms
[2021-05-12 07:45:55 main:574] : INFO : Epoch 1932 | loss: 0.0311575 | val_loss: 0.0311646 | Time: 5085.48 ms
[2021-05-12 07:46:00 main:574] : INFO : Epoch 1933 | loss: 0.0311596 | val_loss: 0.0311677 | Time: 4783.76 ms
[2021-05-12 07:46:05 main:574] : INFO : Epoch 1934 | loss: 0.0311574 | val_loss: 0.0311664 | Time: 4877.69 ms
[2021-05-12 07:46:10 main:574] : INFO : Epoch 1935 | loss: 0.0311574 | val_loss: 0.0311693 | Time: 4916.07 ms
[2021-05-12 07:46:16 main:574] : INFO : Epoch 1936 | loss: 0.03116 | val_loss: 0.0311718 | Time: 5344.79 ms
[2021-05-12 07:46:21 main:574] : INFO : Epoch 1937 | loss: 0.0311623 | val_loss: 0.0311659 | Time: 5014.89 ms
[2021-05-12 07:46:26 main:574] : INFO : Epoch 1938 | loss: 0.0311588 | val_loss: 0.0311663 | Time: 5137.01 ms
[2021-05-12 07:46:32 main:574] : INFO : Epoch 1939 | loss: 0.0311579 | val_loss: 0.0311732 | Time: 5300.84 ms
[2021-05-12 07:46:37 main:574] : INFO : Epoch 1940 | loss: 0.0311575 | val_loss: 0.0311668 | Time: 4936.64 ms
[2021-05-12 07:46:42 main:574] : INFO : Epoch 1941 | loss: 0.0311562 | val_loss: 0.0311671 | Time: 5004.78 ms
[2021-05-12 07:46:47 main:574] : INFO : Epoch 1942 | loss: 0.0311551 | val_loss: 0.031166 | Time: 4775.84 ms
[2021-05-12 07:46:51 main:574] : INFO : Epoch 1943 | loss: 0.031157 | val_loss: 0.0311655 | Time: 4813.87 ms
[2021-05-12 07:46:56 main:574] : INFO : Epoch 1944 | loss: 0.0311576 | val_loss: 0.0311663 | Time: 4827.04 ms
[2021-05-12 07:47:01 main:574] : INFO : Epoch 1945 | loss: 0.0311566 | val_loss: 0.0311658 | Time: 4875.37 ms
[2021-05-12 07:47:06 main:574] : INFO : Epoch 1946 | loss: 0.0311563 | val_loss: 0.0311629 | Time: 4745.39 ms
[2021-05-12 07:47:11 main:574] : INFO : Epoch 1947 | loss: 0.031154 | val_loss: 0.0311635 | Time: 4815.85 ms
[2021-05-12 07:47:16 main:574] : INFO : Epoch 1948 | loss: 0.0311531 | val_loss: 0.0311647 | Time: 4830.6 ms
[2021-05-12 07:47:21 main:574] : INFO : Epoch 1949 | loss: 0.0311538 | val_loss: 0.031163 | Time: 4954.52 ms
[2021-05-12 07:47:26 main:574] : INFO : Epoch 1950 | loss: 0.0311555 | val_loss: 0.0311645 | Time: 4970.05 ms
[2021-05-12 07:47:31 main:574] : INFO : Epoch 1951 | loss: 0.0311615 | val_loss: 0.0311608 | Time: 4953.11 ms
[2021-05-12 07:47:36 main:574] : INFO : Epoch 1952 | loss: 0.0311561 | val_loss: 0.0311594 | Time: 4881.69 ms
[2021-05-12 07:47:41 main:574] : INFO : Epoch 1953 | loss: 0.0311556 | val_loss: 0.0311673 | Time: 4946.17 ms
[2021-05-12 07:47:46 main:574] : INFO : Epoch 1954 | loss: 0.0311681 | val_loss: 0.0311801 | Time: 4924.91 ms
[2021-05-12 07:47:51 main:574] : INFO : Epoch 1955 | loss: 0.0311763 | val_loss: 0.0311729 | Time: 4964.51 ms
[2021-05-12 07:47:56 main:574] : INFO : Epoch 1956 | loss: 0.0311722 | val_loss: 0.0311688 | Time: 4962.44 ms
[2021-05-12 07:48:01 main:574] : INFO : Epoch 1957 | loss: 0.0311669 | val_loss: 0.0311666 | Time: 4853.98 ms
[2021-05-12 07:48:06 main:574] : INFO : Epoch 1958 | loss: 0.0311635 | val_loss: 0.0311662 | Time: 4912.08 ms
[2021-05-12 07:48:10 main:574] : INFO : Epoch 1959 | loss: 0.0311618 | val_loss: 0.0311656 | Time: 4824.22 ms
[2021-05-12 07:48:15 main:574] : INFO : Epoch 1960 | loss: 0.0311629 | val_loss: 0.0311653 | Time: 4684.7 ms
[2021-05-12 07:48:20 main:574] : INFO : Epoch 1961 | loss: 0.0311633 | val_loss: 0.0311674 | Time: 4834.65 ms
[2021-05-12 07:48:25 main:574] : INFO : Epoch 1962 | loss: 0.0311633 | val_loss: 0.0311656 | Time: 4814.36 ms
[2021-05-12 07:48:30 main:574] : INFO : Epoch 1963 | loss: 0.031161 | val_loss: 0.0311617 | Time: 4747.5 ms
[2021-05-12 07:48:35 main:574] : INFO : Epoch 1964 | loss: 0.0311578 | val_loss: 0.0311636 | Time: 4749.19 ms
[2021-05-12 07:48:40 main:574] : INFO : Epoch 1965 | loss: 0.0311582 | val_loss: 0.0311638 | Time: 4812.95 ms
[2021-05-12 07:48:44 main:574] : INFO : Epoch 1966 | loss: 0.0311581 | val_loss: 0.0311636 | Time: 4788.57 ms
[2021-05-12 07:48:49 main:574] : INFO : Epoch 1967 | loss: 0.0311574 | val_loss: 0.0311646 | Time: 4706.36 ms
[2021-05-12 07:48:54 main:574] : INFO : Epoch 1968 | loss: 0.0311579 | val_loss: 0.0311641 | Time: 5038.69 ms
[2021-05-12 07:48:59 main:574] : INFO : Epoch 1969 | loss: 0.0311584 | val_loss: 0.0311638 | Time: 5039.69 ms
[2021-05-12 07:49:04 main:574] : INFO : Epoch 1970 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 4786.21 ms
[2021-05-12 07:49:09 main:574] : INFO : Epoch 1971 | loss: 0.0311605 | val_loss: 0.0311679 | Time: 4904.04 ms
[2021-05-12 07:49:14 main:574] : INFO : Epoch 1972 | loss: 0.03116 | val_loss: 0.0311637 | Time: 4753.32 ms
[2021-05-12 07:49:19 main:574] : INFO : Epoch 1973 | loss: 0.0311608 | val_loss: 0.0311692 | Time: 4746.6 ms
[2021-05-12 07:49:24 main:574] : INFO : Epoch 1974 | loss: 0.0311603 | val_loss: 0.0311707 | Time: 4930.31 ms
[2021-05-12 07:49:29 main:574] : INFO : Epoch 1975 | loss: 0.0311583 | val_loss: 0.0311631 | Time: 4701.49 ms
[2021-05-12 07:49:34 main:574] : INFO : Epoch 1976 | loss: 0.0311562 | val_loss: 0.0311624 | Time: 4904.22 ms
[2021-05-12 07:49:38 main:574] : INFO : Epoch 1977 | loss: 0.0311563 | val_loss: 0.0311625 | Time: 4719.15 ms
[2021-05-12 07:49:43 main:574] : INFO : Epoch 1978 | loss: 0.0311551 | val_loss: 0.0311614 | Time: 4836.62 ms
[2021-05-12 07:49:48 main:574] : INFO : Epoch 1979 | loss: 0.0311557 | val_loss: 0.031162 | Time: 4793.5 ms
[2021-05-12 07:49:53 main:574] : INFO : Epoch 1980 | loss: 0.0311537 | val_loss: 0.0311621 | Time: 4862.54 ms
[2021-05-12 07:49:58 main:574] : INFO : Epoch 1981 | loss: 0.0311548 | val_loss: 0.0311616 | Time: 4938.15 ms
[2021-05-12 07:50:03 main:574] : INFO : Epoch 1982 | loss: 0.0311532 | val_loss: 0.0311635 | Time: 4799.46 ms
[2021-05-12 07:50:08 main:574] : INFO : Epoch 1983 | loss: 0.0311547 | val_loss: 0.0311681 | Time: 4807.1 ms
[2021-05-12 07:50:13 main:574] : INFO : Epoch 1984 | loss: 0.0311562 | val_loss: 0.0311622 | Time: 4769.18 ms
[2021-05-12 07:50:18 main:574] : INFO : Epoch 1985 | loss: 0.0311542 | val_loss: 0.031162 | Time: 4879.47 ms
[2021-05-12 07:50:23 main:574] : INFO : Epoch 1986 | loss: 0.0311545 | val_loss: 0.031165 | Time: 4864.83 ms
[2021-05-12 07:50:28 main:574] : INFO : Epoch 1987 | loss: 0.0311526 | val_loss: 0.031163 | Time: 4904.25 ms
[2021-05-12 07:50:32 main:574] : INFO : Epoch 1988 | loss: 0.0311521 | val_loss: 0.0311637 | Time: 4886.83 ms
[2021-05-12 07:50:37 main:574] : INFO : Epoch 1989 | loss: 0.0311511 | val_loss: 0.0311635 | Time: 4835.86 ms
[2021-05-12 07:50:42 main:574] : INFO : Epoch 1990 | loss: 0.0311508 | val_loss: 0.0311633 | Time: 4904.62 ms
[2021-05-12 07:50:47 main:574] : INFO : Epoch 1991 | loss: 0.0311516 | val_loss: 0.0311623 | Time: 4854.41 ms
[2021-05-12 07:50:52 main:574] : INFO : Epoch 1992 | loss: 0.0311523 | val_loss: 0.0311625 | Time: 4793.15 ms
[2021-05-12 07:50:57 main:574] : INFO : Epoch 1993 | loss: 0.0311535 | val_loss: 0.0311685 | Time: 4892.46 ms
[2021-05-12 07:51:02 main:574] : INFO : Epoch 1994 | loss: 0.0311605 | val_loss: 0.0311713 | Time: 5036.73 ms
[2021-05-12 07:51:07 main:574] : INFO : Epoch 1995 | loss: 0.0311605 | val_loss: 0.0311701 | Time: 4883.12 ms
[2021-05-12 07:51:12 main:574] : INFO : Epoch 1996 | loss: 0.0311614 | val_loss: 0.0311703 | Time: 4886.49 ms
[2021-05-12 07:51:17 main:574] : INFO : Epoch 1997 | loss: 0.0311581 | val_loss: 0.0311632 | Time: 4822.93 ms
[2021-05-12 07:51:22 main:574] : INFO : Epoch 1998 | loss: 0.0311549 | val_loss: 0.0311612 | Time: 4807.09 ms
[2021-05-12 07:51:27 main:574] : INFO : Epoch 1999 | loss: 0.0311548 | val_loss: 0.0311624 | Time: 4883.78 ms
[2021-05-12 07:51:32 main:574] : INFO : Epoch 2000 | loss: 0.0311535 | val_loss: 0.031161 | Time: 4839.24 ms
[2021-05-12 07:51:37 main:574] : INFO : Epoch 2001 | loss: 0.0311513 | val_loss: 0.0311609 | Time: 4922.32 ms
[2021-05-12 07:51:41 main:574] : INFO : Epoch 2002 | loss: 0.0311507 | val_loss: 0.0311606 | Time: 4791.43 ms
[2021-05-12 07:51:46 main:574] : INFO : Epoch 2003 | loss: 0.0311505 | val_loss: 0.0311599 | Time: 4774.21 ms
[2021-05-12 07:51:51 main:574] : INFO : Epoch 2004 | loss: 0.0311493 | val_loss: 0.0311607 | Time: 4823.24 ms
[2021-05-12 07:51:56 main:574] : INFO : Epoch 2005 | loss: 0.0311497 | val_loss: 0.0311611 | Time: 4981.83 ms
[2021-05-12 07:52:01 main:574] : INFO : Epoch 2006 | loss: 0.0311522 | val_loss: 0.0311622 | Time: 4857.27 ms
[2021-05-12 07:52:06 main:574] : INFO : Epoch 2007 | loss: 0.0311557 | val_loss: 0.0311653 | Time: 4938.21 ms
[2021-05-12 07:52:11 main:574] : INFO : Epoch 2008 | loss: 0.0311532 | val_loss: 0.0311602 | Time: 4766.25 ms
[2021-05-12 07:52:16 main:574] : INFO : Epoch 2009 | loss: 0.0311521 | val_loss: 0.0311618 | Time: 4802.29 ms
[2021-05-12 07:52:21 main:574] : INFO : Epoch 2010 | loss: 0.0311506 | val_loss: 0.0311613 | Time: 4865.25 ms
[2021-05-12 07:52:26 main:574] : INFO : Epoch 2011 | loss: 0.0311502 | val_loss: 0.0311598 | Time: 4825.1 ms
[2021-05-12 07:52:31 main:574] : INFO : Epoch 2012 | loss: 0.0311505 | val_loss: 0.0311666 | Time: 4867.01 ms
[2021-05-12 07:52:36 main:574] : INFO : Epoch 2013 | loss: 0.0311496 | val_loss: 0.031161 | Time: 5079.22 ms
[2021-05-12 07:52:41 main:574] : INFO : Epoch 2014 | loss: 0.0311508 | val_loss: 0.0311645 | Time: 4951.98 ms
[2021-05-12 07:52:46 main:574] : INFO : Epoch 2015 | loss: 0.0311516 | val_loss: 0.0311593 | Time: 4767.97 ms
[2021-05-12 07:52:51 main:574] : INFO : Epoch 2016 | loss: 0.0311479 | val_loss: 0.031164 | Time: 4846.46 ms
[2021-05-12 07:52:56 main:574] : INFO : Epoch 2017 | loss: 0.0311478 | val_loss: 0.0311614 | Time: 4972 ms
[2021-05-12 07:53:01 main:574] : INFO : Epoch 2018 | loss: 0.0311466 | val_loss: 0.0311607 | Time: 4819.39 ms
[2021-05-12 07:53:06 main:574] : INFO : Epoch 2019 | loss: 0.0311453 | val_loss: 0.0311595 | Time: 4933.29 ms
[2021-05-12 07:53:10 main:574] : INFO : Epoch 2020 | loss: 0.0311484 | val_loss: 0.0311691 | Time: 4763.28 ms
[2021-05-12 07:53:15 main:574] : INFO : Epoch 2021 | loss: 0.0311501 | val_loss: 0.0311618 | Time: 5021 ms
[2021-05-12 07:53:20 main:574] : INFO : Epoch 2022 | loss: 0.0311494 | val_loss: 0.0311599 | Time: 4802.92 ms
[2021-05-12 07:53:25 main:574] : INFO : Epoch 2023 | loss: 0.0311475 | val_loss: 0.0311628 | Time: 4997.53 ms
[2021-05-12 07:53:31 main:574] : INFO : Epoch 2024 | loss: 0.0311455 | val_loss: 0.0311588 | Time: 5056.1 ms
[2021-05-12 07:53:36 main:574] : INFO : Epoch 2025 | loss: 0.0311462 | val_loss: 0.0311592 | Time: 4927.71 ms
[2021-05-12 07:53:41 main:574] : INFO : Epoch 2026 | loss: 0.0311479 | val_loss: 0.0311594 | Time: 5087.9 ms
[2021-05-12 07:53:46 main:574] : INFO : Epoch 2027 | loss: 0.0311482 | val_loss: 0.0311598 | Time: 4896.89 ms
[2021-05-12 07:53:51 main:574] : INFO : Epoch 2028 | loss: 0.0311465 | val_loss: 0.0311594 | Time: 4932.61 ms
[2021-05-12 07:53:56 main:574] : INFO : Epoch 2029 | loss: 0.0311459 | val_loss: 0.0311617 | Time: 5149.67 ms
[2021-05-12 07:54:01 main:574] : INFO : Epoch 2030 | loss: 0.0311449 | val_loss: 0.0311615 | Time: 4990.74 ms
[2021-05-12 07:54:06 main:574] : INFO : Epoch 2031 | loss: 0.0311443 | val_loss: 0.031159 | Time: 4801.17 ms
[2021-05-12 07:54:11 main:574] : INFO : Epoch 2032 | loss: 0.0311456 | val_loss: 0.0311597 | Time: 4957.44 ms
[2021-05-12 07:54:16 main:574] : INFO : Epoch 2033 | loss: 0.0311472 | val_loss: 0.0311603 | Time: 4901.92 ms
[2021-05-12 07:54:21 main:574] : INFO : Epoch 2034 | loss: 0.0311515 | val_loss: 0.0311615 | Time: 5040.95 ms
[2021-05-12 07:54:26 main:574] : INFO : Epoch 2035 | loss: 0.0311491 | val_loss: 0.0311577 | Time: 4959.93 ms
[2021-05-12 07:54:31 main:574] : INFO : Epoch 2036 | loss: 0.0311459 | val_loss: 0.0311583 | Time: 4850.59 ms
[2021-05-12 07:54:36 main:574] : INFO : Epoch 2037 | loss: 0.0311453 | val_loss: 0.0311589 | Time: 5088.32 ms
[2021-05-12 07:54:41 main:574] : INFO : Epoch 2038 | loss: 0.0311452 | val_loss: 0.031162 | Time: 4905.24 ms
[2021-05-12 07:54:46 main:574] : INFO : Epoch 2039 | loss: 0.0311477 | val_loss: 0.0311587 | Time: 5036.87 ms
[2021-05-12 07:54:51 main:574] : INFO : Epoch 2040 | loss: 0.0311462 | val_loss: 0.0311588 | Time: 4992.84 ms
[2021-05-12 07:54:56 main:574] : INFO : Epoch 2041 | loss: 0.0311459 | val_loss: 0.0311627 | Time: 4720.56 ms
[2021-05-12 07:55:01 main:574] : INFO : Epoch 2042 | loss: 0.0311467 | val_loss: 0.0311573 | Time: 4960.06 ms
[2021-05-12 07:55:06 main:574] : INFO : Epoch 2043 | loss: 0.0311442 | val_loss: 0.0311581 | Time: 4974.1 ms
[2021-05-12 07:55:11 main:574] : INFO : Epoch 2044 | loss: 0.0311453 | val_loss: 0.0311633 | Time: 5050.46 ms
[2021-05-12 07:55:16 main:574] : INFO : Epoch 2045 | loss: 0.0311488 | val_loss: 0.0311584 | Time: 4916.68 ms
[2021-05-12 07:55:21 main:574] : INFO : Epoch 2046 | loss: 0.0311471 | val_loss: 0.0311605 | Time: 4864.55 ms
[2021-05-12 07:55:25 main:574] : INFO : Epoch 2047 | loss: 0.0311446 | val_loss: 0.0311588 | Time: 4130.47 ms
[2021-05-12 07:55:29 main:574] : INFO : Epoch 2048 | loss: 0.0311471 | val_loss: 0.0311632 | Time: 4053.08 ms
[2021-05-12 07:55:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311632
[2021-05-12 07:55:30 main:603] : INFO : Saving end state to config to file
[2021-05-12 07:55:30 main:608] : INFO : Success, exiting..
07:55:30 (10636): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)