Task 6684292
| Name | ParityMachine-1627979541-13728-1_0 |
| Workunit | 4429682 |
| Created | 17 Aug 2021, 1:17:15 UTC |
| Sent | 22 Aug 2021, 16:28:42 UTC |
| Report deadline | 29 Aug 2021, 16:28:42 UTC |
| Received | 23 Aug 2021, 8:45:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 25 min 15 sec |
| CPU time | 2 hours 22 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 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: 0.0311514 | val_loss: 0.0311722 | Time: 4225.41 ms
[2021-08-23 10:08:43 main:574] : INFO : Epoch 1543 | loss: 0.0311526 | val_loss: 0.0311731 | Time: 4064.21 ms
[2021-08-23 10:08:48 main:574] : INFO : Epoch 1544 | loss: 0.0311488 | val_loss: 0.0311775 | Time: 4202.37 ms
[2021-08-23 10:08:52 main:574] : INFO : Epoch 1545 | loss: 0.0311471 | val_loss: 0.031174 | Time: 4129.96 ms
[2021-08-23 10:08:56 main:574] : INFO : Epoch 1546 | loss: 0.0311473 | val_loss: 0.0311725 | Time: 4368.73 ms
[2021-08-23 10:09:00 main:574] : INFO : Epoch 1547 | loss: 0.0311478 | val_loss: 0.0311759 | Time: 4246.57 ms
[2021-08-23 10:09:04 main:574] : INFO : Epoch 1548 | loss: 0.0311459 | val_loss: 0.0311791 | Time: 4096.09 ms
[2021-08-23 10:09:09 main:574] : INFO : Epoch 1549 | loss: 0.031144 | val_loss: 0.0311746 | Time: 4094.98 ms
[2021-08-23 10:09:13 main:574] : INFO : Epoch 1550 | loss: 0.0311455 | val_loss: 0.0311801 | Time: 4154.93 ms
[2021-08-23 10:09:17 main:574] : INFO : Epoch 1551 | loss: 0.0311462 | val_loss: 0.0311792 | Time: 4232.76 ms
[2021-08-23 10:09:21 main:574] : INFO : Epoch 1552 | loss: 0.0311448 | val_loss: 0.0311786 | Time: 4141.77 ms
[2021-08-23 10:09:25 main:574] : INFO : Epoch 1553 | loss: 0.0311426 | val_loss: 0.031178 | Time: 4169.71 ms
[2021-08-23 10:09:30 main:574] : INFO : Epoch 1554 | loss: 0.0311439 | val_loss: 0.0311806 | Time: 4212.61 ms
[2021-08-23 10:09:34 main:574] : INFO : Epoch 1555 | loss: 0.0311464 | val_loss: 0.0311783 | Time: 4232.68 ms
[2021-08-23 10:09:38 main:574] : INFO : Epoch 1556 | loss: 0.0311434 | val_loss: 0.0311758 | Time: 4177.83 ms
[2021-08-23 10:09:42 main:574] : INFO : Epoch 1557 | loss: 0.031145 | val_loss: 0.0311797 | Time: 4186.09 ms
[2021-08-23 10:09:46 main:574] : INFO : Epoch 1558 | loss: 0.0311433 | val_loss: 0.0311766 | Time: 4226.79 ms
[2021-08-23 10:09:51 main:574] : INFO : Epoch 1559 | loss: 0.0311437 | val_loss: 0.0311801 | Time: 4113.19 ms
[2021-08-23 10:09:55 main:574] : INFO : Epoch 1560 | loss: 0.0311429 | val_loss: 0.0311756 | Time: 4169.81 ms
[2021-08-23 10:09:59 main:574] : INFO : Epoch 1561 | loss: 0.0311421 | val_loss: 0.0311766 | Time: 4217.17 ms
[2021-08-23 10:10:03 main:574] : INFO : Epoch 1562 | loss: 0.0311434 | val_loss: 0.0311756 | Time: 4183.89 ms
[2021-08-23 10:10:07 main:574] : INFO : Epoch 1563 | loss: 0.0311446 | val_loss: 0.0311793 | Time: 4111.09 ms
[2021-08-23 10:10:12 main:574] : INFO : Epoch 1564 | loss: 0.0311453 | val_loss: 0.0311752 | Time: 4161.2 ms
[2021-08-23 10:10:16 main:574] : INFO : Epoch 1565 | loss: 0.0311456 | val_loss: 0.0311815 | Time: 4143.67 ms
[2021-08-23 10:10:20 main:574] : INFO : Epoch 1566 | loss: 0.0311461 | val_loss: 0.0311774 | Time: 4185.62 ms
[2021-08-23 10:10:24 main:574] : INFO : Epoch 1567 | loss: 0.0311461 | val_loss: 0.0311766 | Time: 4132.68 ms
[2021-08-23 10:10:28 main:574] : INFO : Epoch 1568 | loss: 0.031148 | val_loss: 0.0311745 | Time: 4200.02 ms
[2021-08-23 10:10:32 main:574] : INFO : Epoch 1569 | loss: 0.0311448 | val_loss: 0.0311734 | Time: 4165.92 ms
[2021-08-23 10:10:37 main:574] : INFO : Epoch 1570 | loss: 0.0311434 | val_loss: 0.0311741 | Time: 4160.75 ms
[2021-08-23 10:10:41 main:574] : INFO : Epoch 1571 | loss: 0.031146 | val_loss: 0.0311804 | Time: 4169.9 ms
[2021-08-23 10:10:45 main:574] : INFO : Epoch 1572 | loss: 0.0311561 | val_loss: 0.0311715 | Time: 4184.95 ms
[2021-08-23 10:10:49 main:574] : INFO : Epoch 1573 | loss: 0.0311493 | val_loss: 0.0311737 | Time: 4041.44 ms
[2021-08-23 10:10:53 main:574] : INFO : Epoch 1574 | loss: 0.0311484 | val_loss: 0.031174 | Time: 4125.51 ms
[2021-08-23 10:10:58 main:574] : INFO : Epoch 1575 | loss: 0.0311484 | val_loss: 0.0311793 | Time: 4220.7 ms
[2021-08-23 10:11:02 main:574] : INFO : Epoch 1576 | loss: 0.0311493 | val_loss: 0.0311721 | Time: 4132.87 ms
[2021-08-23 10:11:06 main:574] : INFO : Epoch 1577 | loss: 0.0311462 | val_loss: 0.0311758 | Time: 4155.15 ms
[2021-08-23 10:11:10 main:574] : INFO : Epoch 1578 | loss: 0.0311461 | val_loss: 0.0311765 | Time: 4141.9 ms
[2021-08-23 10:11:14 main:574] : INFO : Epoch 1579 | loss: 0.0311453 | val_loss: 0.0311744 | Time: 4193.5 ms
[2021-08-23 10:11:18 main:574] : INFO : Epoch 1580 | loss: 0.0311433 | val_loss: 0.031174 | Time: 4176.61 ms
[2021-08-23 10:11:23 main:574] : INFO : Epoch 1581 | loss: 0.0311421 | val_loss: 0.0311759 | Time: 4176.17 ms
[2021-08-23 10:11:27 main:574] : INFO : Epoch 1582 | loss: 0.031141 | val_loss: 0.0311721 | Time: 4149.65 ms
[2021-08-23 10:11:31 main:574] : INFO : Epoch 1583 | loss: 0.0311458 | val_loss: 0.0311749 | Time: 4063.86 ms
[2021-08-23 10:11:35 main:574] : INFO : Epoch 1584 | loss: 0.0311416 | val_loss: 0.0311737 | Time: 4105.18 ms
[2021-08-23 10:11:39 main:574] : INFO : Epoch 1585 | loss: 0.0311423 | val_loss: 0.0311727 | Time: 4104.14 ms
[2021-08-23 10:11:43 main:574] : INFO : Epoch 1586 | loss: 0.0311427 | val_loss: 0.0311765 | Time: 4193.57 ms
[2021-08-23 10:11:48 main:574] : INFO : Epoch 1587 | loss: 0.0311408 | val_loss: 0.0311743 | Time: 4158.34 ms
[2021-08-23 10:11:52 main:574] : INFO : Epoch 1588 | loss: 0.0311398 | val_loss: 0.031178 | Time: 4098.99 ms
[2021-08-23 10:11:56 main:574] : INFO : Epoch 1589 | loss: 0.0311414 | val_loss: 0.03118 | Time: 4195 ms
[2021-08-23 10:12:00 main:574] : INFO : Epoch 1590 | loss: 0.03114 | val_loss: 0.031175 | Time: 4190.66 ms
[2021-08-23 10:12:04 main:574] : INFO : Epoch 1591 | loss: 0.0311424 | val_loss: 0.0311761 | Time: 4232.16 ms
[2021-08-23 10:12:09 main:574] : INFO : Epoch 1592 | loss: 0.0311452 | val_loss: 0.0311762 | Time: 4184.82 ms
[2021-08-23 10:12:13 main:574] : INFO : Epoch 1593 | loss: 0.0311433 | val_loss: 0.0311734 | Time: 4096.64 ms
[2021-08-23 10:12:17 main:574] : INFO : Epoch 1594 | loss: 0.0311425 | val_loss: 0.0311713 | Time: 4192.36 ms
[2021-08-23 10:12:21 main:574] : INFO : Epoch 1595 | loss: 0.0311416 | val_loss: 0.0311722 | Time: 4112.28 ms
[2021-08-23 10:12:25 main:574] : INFO : Epoch 1596 | loss: 0.0311412 | val_loss: 0.0311743 | Time: 4104.67 ms
[2021-08-23 10:12:29 main:574] : INFO : Epoch 1597 | loss: 0.03114 | val_loss: 0.03117 | Time: 4160.78 ms
[2021-08-23 10:12:33 main:574] : INFO : Epoch 1598 | loss: 0.0311392 | val_loss: 0.0311759 | Time: 4195.77 ms
[2021-08-23 10:12:38 main:574] : INFO : Epoch 1599 | loss: 0.0311415 | val_loss: 0.0311735 | Time: 4076.36 ms
[2021-08-23 10:12:42 main:574] : INFO : Epoch 1600 | loss: 0.031139 | val_loss: 0.0311742 | Time: 4141.12 ms
[2021-08-23 10:12:46 main:574] : INFO : Epoch 1601 | loss: 0.0311385 | val_loss: 0.0311728 | Time: 4058.28 ms
[2021-08-23 10:12:50 main:574] : INFO : Epoch 1602 | loss: 0.0311449 | val_loss: 0.0311821 | Time: 4126.61 ms
[2021-08-23 10:12:54 main:574] : INFO : Epoch 1603 | loss: 0.0311476 | val_loss: 0.0311772 | Time: 4258.24 ms
[2021-08-23 10:12:58 main:574] : INFO : Epoch 1604 | loss: 0.0311604 | val_loss: 0.0311753 | Time: 4199.35 ms
[2021-08-23 10:13:03 main:574] : INFO : Epoch 1605 | loss: 0.0311552 | val_loss: 0.0311757 | Time: 4148.73 ms
[2021-08-23 10:13:07 main:574] : INFO : Epoch 1606 | loss: 0.0311508 | val_loss: 0.0311728 | Time: 4202.82 ms
[2021-08-23 10:13:11 main:574] : INFO : Epoch 1607 | loss: 0.0311472 | val_loss: 0.0311724 | Time: 4254.8 ms
[2021-08-23 10:13:15 main:574] : INFO : Epoch 1608 | loss: 0.0311454 | val_loss: 0.0311683 | Time: 4168.04 ms
[2021-08-23 10:13:20 main:574] : INFO : Epoch 1609 | loss: 0.0311438 | val_loss: 0.0311742 | Time: 4199.4 ms
[2021-08-23 10:13:24 main:574] : INFO : Epoch 1610 | loss: 0.0311417 | val_loss: 0.0311708 | Time: 4107.32 ms
[2021-08-23 10:13:28 main:574] : INFO : Epoch 1611 | loss: 0.0311424 | val_loss: 0.0311714 | Time: 4105.51 ms
[2021-08-23 10:13:32 main:574] : INFO : Epoch 1612 | loss: 0.0311404 | val_loss: 0.0311721 | Time: 4099.61 ms
[2021-08-23 10:13:36 main:574] : INFO : Epoch 1613 | loss: 0.0311405 | val_loss: 0.0311735 | Time: 4143.17 ms
[2021-08-23 10:13:40 main:574] : INFO : Epoch 1614 | loss: 0.0311434 | val_loss: 0.031176 | Time: 4189.84 ms
[2021-08-23 10:13:44 main:574] : INFO : Epoch 1615 | loss: 0.0311452 | val_loss: 0.0311806 | Time: 4116.41 ms
[2021-08-23 10:13:49 main:574] : INFO : Epoch 1616 | loss: 0.0311425 | val_loss: 0.0311728 | Time: 4191.82 ms
[2021-08-23 10:13:53 main:574] : INFO : Epoch 1617 | loss: 0.0311358 | val_loss: 0.0311728 | Time: 4113.81 ms
[2021-08-23 10:13:57 main:574] : INFO : Epoch 1618 | loss: 0.0311351 | val_loss: 0.0311705 | Time: 4155.24 ms
[2021-08-23 10:14:01 main:574] : INFO : Epoch 1619 | loss: 0.0311408 | val_loss: 0.0311718 | Time: 4235.2 ms
[2021-08-23 10:14:05 main:574] : INFO : Epoch 1620 | loss: 0.0311404 | val_loss: 0.0311736 | Time: 4174.91 ms
[2021-08-23 10:14:09 main:574] : INFO : Epoch 1621 | loss: 0.0311395 | val_loss: 0.0311714 | Time: 4100.98 ms
[2021-08-23 10:14:14 main:574] : INFO : Epoch 1622 | loss: 0.0311363 | val_loss: 0.0311734 | Time: 4148.64 ms
[2021-08-23 10:14:18 main:574] : INFO : Epoch 1623 | loss: 0.0311365 | val_loss: 0.0311737 | Time: 4125.76 ms
[2021-08-23 10:14:22 main:574] : INFO : Epoch 1624 | loss: 0.031137 | val_loss: 0.0311723 | Time: 4141.67 ms
[2021-08-23 10:14:26 main:574] : INFO : Epoch 1625 | loss: 0.0311354 | val_loss: 0.0311738 | Time: 4111.09 ms
[2021-08-23 10:14:30 main:574] : INFO : Epoch 1626 | loss: 0.0311353 | val_loss: 0.0311739 | Time: 4156.82 ms
[2021-08-23 10:14:34 main:574] : INFO : Epoch 1627 | loss: 0.0311379 | val_loss: 0.0311799 | Time: 4122.22 ms
[2021-08-23 10:14:39 main:574] : INFO : Epoch 1628 | loss: 0.0311368 | val_loss: 0.0311805 | Time: 4150.16 ms
[2021-08-23 10:14:43 main:574] : INFO : Epoch 1629 | loss: 0.0311365 | val_loss: 0.0311791 | Time: 4215.54 ms
[2021-08-23 10:14:47 main:574] : INFO : Epoch 1630 | loss: 0.031136 | val_loss: 0.0311808 | Time: 4222.11 ms
[2021-08-23 10:14:51 main:574] : INFO : Epoch 1631 | loss: 0.0311349 | val_loss: 0.0311739 | Time: 4310.61 ms
[2021-08-23 10:14:56 main:574] : INFO : Epoch 1632 | loss: 0.0311353 | val_loss: 0.0311803 | Time: 4221.12 ms
[2021-08-23 10:15:00 main:574] : INFO : Epoch 1633 | loss: 0.0311363 | val_loss: 0.0311796 | Time: 4232.41 ms
[2021-08-23 10:15:04 main:574] : INFO : Epoch 1634 | loss: 0.031135 | val_loss: 0.0311832 | Time: 4157.67 ms
[2021-08-23 10:15:08 main:574] : INFO : Epoch 1635 | loss: 0.0311348 | val_loss: 0.0311726 | Time: 4174.61 ms
[2021-08-23 10:15:12 main:574] : INFO : Epoch 1636 | loss: 0.0311328 | val_loss: 0.0311773 | Time: 4154.66 ms
[2021-08-23 10:15:17 main:574] : INFO : Epoch 1637 | loss: 0.0311332 | val_loss: 0.0311825 | Time: 4131.42 ms
[2021-08-23 10:15:21 main:574] : INFO : Epoch 1638 | loss: 0.0311305 | val_loss: 0.0311745 | Time: 4137.52 ms
[2021-08-23 10:15:25 main:574] : INFO : Epoch 1639 | loss: 0.0311372 | val_loss: 0.0311879 | Time: 4144.47 ms
[2021-08-23 10:15:29 main:574] : INFO : Epoch 1640 | loss: 0.0311414 | val_loss: 0.0311751 | Time: 4183.11 ms
[2021-08-23 10:15:33 main:574] : INFO : Epoch 1641 | loss: 0.0311356 | val_loss: 0.0311812 | Time: 4245.54 ms
[2021-08-23 10:15:37 main:574] : INFO : Epoch 1642 | loss: 0.0311315 | val_loss: 0.0311786 | Time: 4099.73 ms
[2021-08-23 10:15:42 main:574] : INFO : Epoch 1643 | loss: 0.0311306 | val_loss: 0.0311771 | Time: 4152.1 ms
[2021-08-23 10:15:46 main:574] : INFO : Epoch 1644 | loss: 0.0311314 | val_loss: 0.0311791 | Time: 4161.98 ms
[2021-08-23 10:15:50 main:574] : INFO : Epoch 1645 | loss: 0.0311351 | val_loss: 0.0311775 | Time: 4170.83 ms
[2021-08-23 10:15:54 main:574] : INFO : Epoch 1646 | loss: 0.0311326 | val_loss: 0.0311793 | Time: 4251.96 ms
[2021-08-23 10:15:59 main:574] : INFO : Epoch 1647 | loss: 0.0311319 | val_loss: 0.0311776 | Time: 4197.15 ms
[2021-08-23 10:16:03 main:574] : INFO : Epoch 1648 | loss: 0.0311328 | val_loss: 0.0311813 | Time: 4160.61 ms
[2021-08-23 10:16:07 main:574] : INFO : Epoch 1649 | loss: 0.0311334 | val_loss: 0.0311775 | Time: 4176.62 ms
[2021-08-23 10:16:11 main:574] : INFO : Epoch 1650 | loss: 0.0311309 | val_loss: 0.03118 | Time: 4214.67 ms
[2021-08-23 10:16:15 main:574] : INFO : Epoch 1651 | loss: 0.0311314 | val_loss: 0.0311818 | Time: 4200.61 ms
[2021-08-23 10:16:20 main:574] : INFO : Epoch 1652 | loss: 0.0311316 | val_loss: 0.0311779 | Time: 4203.86 ms
[2021-08-23 10:16:24 main:574] : INFO : Epoch 1653 | loss: 0.0311322 | val_loss: 0.0311807 | Time: 4116.77 ms
[2021-08-23 10:16:28 main:574] : INFO : Epoch 1654 | loss: 0.031132 | val_loss: 0.0311933 | Time: 4117.52 ms
[2021-08-23 10:16:32 main:574] : INFO : Epoch 1655 | loss: 0.0311309 | val_loss: 0.0311845 | Time: 4080.08 ms
[2021-08-23 10:16:36 main:574] : INFO : Epoch 1656 | loss: 0.0311303 | val_loss: 0.0311875 | Time: 4159.55 ms
[2021-08-23 10:16:40 main:574] : INFO : Epoch 1657 | loss: 0.0311294 | val_loss: 0.0311833 | Time: 4156.32 ms
[2021-08-23 10:16:44 main:574] : INFO : Epoch 1658 | loss: 0.0311288 | val_loss: 0.0311814 | Time: 4080.69 ms
[2021-08-23 10:16:49 main:574] : INFO : Epoch 1659 | loss: 0.0311305 | val_loss: 0.0311769 | Time: 4157.86 ms
[2021-08-23 10:16:53 main:574] : INFO : Epoch 1660 | loss: 0.0311271 | val_loss: 0.0311842 | Time: 4167.04 ms
[2021-08-23 10:16:57 main:574] : INFO : Epoch 1661 | loss: 0.0311297 | val_loss: 0.0311821 | Time: 4047.88 ms
[2021-08-23 10:17:01 main:574] : INFO : Epoch 1662 | loss: 0.0311294 | val_loss: 0.0311765 | Time: 4220.63 ms
[2021-08-23 10:17:05 main:574] : INFO : Epoch 1663 | loss: 0.0311294 | val_loss: 0.0311818 | Time: 4131.57 ms
[2021-08-23 10:17:09 main:574] : INFO : Epoch 1664 | loss: 0.0311307 | val_loss: 0.0311826 | Time: 4118.01 ms
[2021-08-23 10:17:13 main:574] : INFO : Epoch 1665 | loss: 0.0311314 | val_loss: 0.0311731 | Time: 4114.24 ms
[2021-08-23 10:17:18 main:574] : INFO : Epoch 1666 | loss: 0.0311295 | val_loss: 0.0311828 | Time: 4201.05 ms
[2021-08-23 10:17:22 main:574] : INFO : Epoch 1667 | loss: 0.0311385 | val_loss: 0.0311775 | Time: 4160.9 ms
[2021-08-23 10:17:26 main:574] : INFO : Epoch 1668 | loss: 0.031149 | val_loss: 0.0311716 | Time: 4060.51 ms
[2021-08-23 10:17:30 main:574] : INFO : Epoch 1669 | loss: 0.0311462 | val_loss: 0.0311714 | Time: 4242.93 ms
[2021-08-23 10:17:34 main:574] : INFO : Epoch 1670 | loss: 0.0311416 | val_loss: 0.031173 | Time: 4035.42 ms
[2021-08-23 10:17:38 main:574] : INFO : Epoch 1671 | loss: 0.0311413 | val_loss: 0.031172 | Time: 4103.94 ms
[2021-08-23 10:17:42 main:574] : INFO : Epoch 1672 | loss: 0.0311425 | val_loss: 0.0311772 | Time: 4078.32 ms
[2021-08-23 10:17:47 main:574] : INFO : Epoch 1673 | loss: 0.0311448 | val_loss: 0.0311794 | Time: 4102.43 ms
[2021-08-23 10:17:51 main:574] : INFO : Epoch 1674 | loss: 0.0311407 | val_loss: 0.031175 | Time: 4093.33 ms
[2021-08-23 10:17:55 main:574] : INFO : Epoch 1675 | loss: 0.0311398 | val_loss: 0.0311719 | Time: 4148.79 ms
[2021-08-23 10:17:59 main:574] : INFO : Epoch 1676 | loss: 0.0311407 | val_loss: 0.0311781 | Time: 4210.69 ms
[2021-08-23 10:18:04 main:574] : INFO : Epoch 1677 | loss: 0.0311388 | val_loss: 0.0311773 | Time: 4361.24 ms
[2021-08-23 10:18:08 main:574] : INFO : Epoch 1678 | loss: 0.0311365 | val_loss: 0.0311695 | Time: 4170.15 ms
[2021-08-23 10:18:12 main:574] : INFO : Epoch 1679 | loss: 0.0311349 | val_loss: 0.0311745 | Time: 4123.61 ms
[2021-08-23 10:18:16 main:574] : INFO : Epoch 1680 | loss: 0.0311366 | val_loss: 0.0311725 | Time: 4139.7 ms
[2021-08-23 10:18:20 main:574] : INFO : Epoch 1681 | loss: 0.0311353 | val_loss: 0.0311725 | Time: 4189.39 ms
[2021-08-23 10:18:24 main:574] : INFO : Epoch 1682 | loss: 0.0311367 | val_loss: 0.0311795 | Time: 4105.05 ms
[2021-08-23 10:18:29 main:574] : INFO : Epoch 1683 | loss: 0.031135 | val_loss: 0.0311707 | Time: 4254.6 ms
[2021-08-23 10:18:33 main:574] : INFO : Epoch 1684 | loss: 0.0311329 | val_loss: 0.0311754 | Time: 4359.79 ms
[2021-08-23 10:18:37 main:574] : INFO : Epoch 1685 | loss: 0.0311329 | val_loss: 0.0311793 | Time: 4235.73 ms
[2021-08-23 10:18:41 main:574] : INFO : Epoch 1686 | loss: 0.0311313 | val_loss: 0.0311739 | Time: 4159.2 ms
[2021-08-23 10:18:46 main:574] : INFO : Epoch 1687 | loss: 0.0311323 | val_loss: 0.0311749 | Time: 4155.37 ms
[2021-08-23 10:18:50 main:574] : INFO : Epoch 1688 | loss: 0.0311361 | val_loss: 0.0311773 | Time: 4174.71 ms
[2021-08-23 10:18:54 main:574] : INFO : Epoch 1689 | loss: 0.0311349 | val_loss: 0.0311787 | Time: 4186.11 ms
[2021-08-23 10:18:58 main:574] : INFO : Epoch 1690 | loss: 0.0311315 | val_loss: 0.0311803 | Time: 4153.52 ms
[2021-08-23 10:19:02 main:574] : INFO : Epoch 1691 | loss: 0.0311318 | val_loss: 0.0311753 | Time: 4198.49 ms
[2021-08-23 10:19:06 main:574] : INFO : Epoch 1692 | loss: 0.0311275 | val_loss: 0.0311826 | Time: 4089.95 ms
[2021-08-23 10:19:11 main:574] : INFO : Epoch 1693 | loss: 0.0311281 | val_loss: 0.0311742 | Time: 4192.87 ms
[2021-08-23 10:19:15 main:574] : INFO : Epoch 1694 | loss: 0.0311287 | val_loss: 0.0311701 | Time: 4101.4 ms
[2021-08-23 10:19:19 main:574] : INFO : Epoch 1695 | loss: 0.0311311 | val_loss: 0.0311885 | Time: 4134.73 ms
[2021-08-23 10:19:23 main:574] : INFO : Epoch 1696 | loss: 0.0311338 | val_loss: 0.0311762 | Time: 4155.96 ms
[2021-08-23 10:19:27 main:574] : INFO : Epoch 1697 | loss: 0.0311292 | val_loss: 0.031174 | Time: 4194.11 ms
[2021-08-23 10:19:31 main:574] : INFO : Epoch 1698 | loss: 0.0311384 | val_loss: 0.0311736 | Time: 4182.34 ms
[2021-08-23 10:19:36 main:574] : INFO : Epoch 1699 | loss: 0.0311314 | val_loss: 0.0311728 | Time: 4791.15 ms
[2021-08-23 10:19:41 main:574] : INFO : Epoch 1700 | loss: 0.0311303 | val_loss: 0.0311731 | Time: 4477.82 ms
[2021-08-23 10:19:45 main:574] : INFO : Epoch 1701 | loss: 0.0311287 | val_loss: 0.0311759 | Time: 4318.38 ms
[2021-08-23 10:19:49 main:574] : INFO : Epoch 1702 | loss: 0.0311296 | val_loss: 0.0311771 | Time: 4232.32 ms
[2021-08-23 10:19:53 main:574] : INFO : Epoch 1703 | loss: 0.0311303 | val_loss: 0.0311794 | Time: 4127.36 ms
[2021-08-23 10:19:58 main:574] : INFO : Epoch 1704 | loss: 0.0311275 | val_loss: 0.0311789 | Time: 4164.48 ms
[2021-08-23 10:20:02 main:574] : INFO : Epoch 1705 | loss: 0.031128 | val_loss: 0.0311788 | Time: 4213.15 ms
[2021-08-23 10:20:06 main:574] : INFO : Epoch 1706 | loss: 0.0311268 | val_loss: 0.0311779 | Time: 4176.44 ms
[2021-08-23 10:20:10 main:574] : INFO : Epoch 1707 | loss: 0.0311278 | val_loss: 0.031177 | Time: 4227.3 ms
[2021-08-23 10:20:14 main:574] : INFO : Epoch 1708 | loss: 0.0311267 | val_loss: 0.0311743 | Time: 4132.14 ms
[2021-08-23 10:20:19 main:574] : INFO : Epoch 1709 | loss: 0.0311264 | val_loss: 0.0311752 | Time: 4321.66 ms
[2021-08-23 10:20:23 main:574] : INFO : Epoch 1710 | loss: 0.0311351 | val_loss: 0.0311804 | Time: 4518.92 ms
[2021-08-23 10:20:28 main:574] : INFO : Epoch 1711 | loss: 0.0311303 | val_loss: 0.0311795 | Time: 4308.82 ms
[2021-08-23 10:20:32 main:574] : INFO : Epoch 1712 | loss: 0.03113 | val_loss: 0.031173 | Time: 4239.55 ms
[2021-08-23 10:20:36 main:574] : INFO : Epoch 1713 | loss: 0.0311263 | val_loss: 0.0311747 | Time: 4144.93 ms
[2021-08-23 10:20:40 main:574] : INFO : Epoch 1714 | loss: 0.031131 | val_loss: 0.0311813 | Time: 4198.83 ms
[2021-08-23 10:20:45 main:574] : INFO : Epoch 1715 | loss: 0.0311279 | val_loss: 0.0311748 | Time: 4264.77 ms
[2021-08-23 10:20:49 main:574] : INFO : Epoch 1716 | loss: 0.0311271 | val_loss: 0.0311802 | Time: 4239.02 ms
[2021-08-23 10:20:53 main:574] : INFO : Epoch 1717 | loss: 0.0311293 | val_loss: 0.0311709 | Time: 4231.43 ms
[2021-08-23 10:20:57 main:574] : INFO : Epoch 1718 | loss: 0.0311382 | val_loss: 0.0311726 | Time: 4173.9 ms
[2021-08-23 10:21:01 main:574] : INFO : Epoch 1719 | loss: 0.0311408 | val_loss: 0.0311752 | Time: 4231.52 ms
[2021-08-23 10:21:06 main:574] : INFO : Epoch 1720 | loss: 0.0311368 | val_loss: 0.0311794 | Time: 4138.72 ms
[2021-08-23 10:21:10 main:574] : INFO : Epoch 1721 | loss: 0.0311364 | val_loss: 0.0311712 | Time: 4223.12 ms
[2021-08-23 10:21:14 main:574] : INFO : Epoch 1722 | loss: 0.0311303 | val_loss: 0.0311721 | Time: 4134.65 ms
[2021-08-23 10:21:18 main:574] : INFO : Epoch 1723 | loss: 0.0311314 | val_loss: 0.0311743 | Time: 4181.05 ms
[2021-08-23 10:21:23 main:574] : INFO : Epoch 1724 | loss: 0.0311351 | val_loss: 0.0311693 | Time: 4344.58 ms
[2021-08-23 10:21:27 main:574] : INFO : Epoch 1725 | loss: 0.0311293 | val_loss: 0.0311779 | Time: 4189.65 ms
[2021-08-23 10:21:31 main:574] : INFO : Epoch 1726 | loss: 0.0311274 | val_loss: 0.0311837 | Time: 4220.68 ms
[2021-08-23 10:21:35 main:574] : INFO : Epoch 1727 | loss: 0.0311299 | val_loss: 0.0311774 | Time: 4183.27 ms
[2021-08-23 10:21:39 main:574] : INFO : Epoch 1728 | loss: 0.0311309 | val_loss: 0.0311719 | Time: 4168.13 ms
[2021-08-23 10:21:44 main:574] : INFO : Epoch 1729 | loss: 0.0311313 | val_loss: 0.031178 | Time: 4185.49 ms
[2021-08-23 10:21:48 main:574] : INFO : Epoch 1730 | loss: 0.0311346 | val_loss: 0.0311708 | Time: 4211.01 ms
[2021-08-23 10:21:52 main:574] : INFO : Epoch 1731 | loss: 0.0311383 | val_loss: 0.0311759 | Time: 4176.16 ms
[2021-08-23 10:21:56 main:574] : INFO : Epoch 1732 | loss: 0.0311349 | val_loss: 0.0311709 | Time: 4232.97 ms
[2021-08-23 10:22:01 main:574] : INFO : Epoch 1733 | loss: 0.0311321 | val_loss: 0.0311687 | Time: 4214.02 ms
[2021-08-23 10:22:05 main:574] : INFO : Epoch 1734 | loss: 0.0311304 | val_loss: 0.0311709 | Time: 4226.97 ms
[2021-08-23 10:22:09 main:574] : INFO : Epoch 1735 | loss: 0.0311311 | val_loss: 0.0311738 | Time: 4186.09 ms
[2021-08-23 10:22:13 main:574] : INFO : Epoch 1736 | loss: 0.031131 | val_loss: 0.0311883 | Time: 4125.41 ms
[2021-08-23 10:22:17 main:574] : INFO : Epoch 1737 | loss: 0.0311339 | val_loss: 0.0311727 | Time: 4071.11 ms
[2021-08-23 10:22:22 main:574] : INFO : Epoch 1738 | loss: 0.0311311 | val_loss: 0.0311767 | Time: 4350.94 ms
[2021-08-23 10:22:26 main:574] : INFO : Epoch 1739 | loss: 0.0311338 | val_loss: 0.0311757 | Time: 4206.83 ms
[2021-08-23 10:22:30 main:574] : INFO : Epoch 1740 | loss: 0.0311322 | val_loss: 0.0311742 | Time: 4186.1 ms
[2021-08-23 10:22:34 main:574] : INFO : Epoch 1741 | loss: 0.0311324 | val_loss: 0.0311706 | Time: 4101.39 ms
[2021-08-23 10:22:38 main:574] : INFO : Epoch 1742 | loss: 0.0311293 | val_loss: 0.0311783 | Time: 4163.85 ms
[2021-08-23 10:22:43 main:574] : INFO : Epoch 1743 | loss: 0.0311317 | val_loss: 0.0311838 | Time: 4247.51 ms
[2021-08-23 10:22:47 main:574] : INFO : Epoch 1744 | loss: 0.0311274 | val_loss: 0.0311754 | Time: 4170.55 ms
[2021-08-23 10:22:51 main:574] : INFO : Epoch 1745 | loss: 0.0311272 | val_loss: 0.031181 | Time: 4284.91 ms
[2021-08-23 10:22:55 main:574] : INFO : Epoch 1746 | loss: 0.0311278 | val_loss: 0.0311797 | Time: 4126.69 ms
[2021-08-23 10:22:59 main:574] : INFO : Epoch 1747 | loss: 0.0311267 | val_loss: 0.0311774 | Time: 4154.88 ms
[2021-08-23 10:23:04 main:574] : INFO : Epoch 1748 | loss: 0.0311283 | val_loss: 0.0311758 | Time: 4240.25 ms
[2021-08-23 10:23:08 main:574] : INFO : Epoch 1749 | loss: 0.0311514 | val_loss: 0.0311769 | Time: 4636.97 ms
[2021-08-23 10:23:13 main:574] : INFO : Epoch 1750 | loss: 0.0311434 | val_loss: 0.0311786 | Time: 4175.19 ms
[2021-08-23 10:23:17 main:574] : INFO : Epoch 1751 | loss: 0.03114 | val_loss: 0.0311743 | Time: 4194.81 ms
[2021-08-23 10:23:21 main:574] : INFO : Epoch 1752 | loss: 0.0311366 | val_loss: 0.0311749 | Time: 4239.95 ms
[2021-08-23 10:23:25 main:574] : INFO : Epoch 1753 | loss: 0.0311358 | val_loss: 0.0311791 | Time: 4183.63 ms
[2021-08-23 10:23:29 main:574] : INFO : Epoch 1754 | loss: 0.0311312 | val_loss: 0.0311762 | Time: 4158.46 ms
[2021-08-23 10:23:34 main:574] : INFO : Epoch 1755 | loss: 0.0311334 | val_loss: 0.0311708 | Time: 4271.59 ms
[2021-08-23 10:23:38 main:574] : INFO : Epoch 1756 | loss: 0.0311373 | val_loss: 0.0311794 | Time: 4120.42 ms
[2021-08-23 10:23:42 main:574] : INFO : Epoch 1757 | loss: 0.0311424 | val_loss: 0.0311769 | Time: 4092.88 ms
[2021-08-23 10:23:46 main:574] : INFO : Epoch 1758 | loss: 0.0311416 | val_loss: 0.0311756 | Time: 4172.8 ms
[2021-08-23 10:23:50 main:574] : INFO : Epoch 1759 | loss: 0.0311351 | val_loss: 0.0311712 | Time: 4312.91 ms
[2021-08-23 10:23:55 main:574] : INFO : Epoch 1760 | loss: 0.0311307 | val_loss: 0.0311773 | Time: 4211.36 ms
[2021-08-23 10:23:59 main:574] : INFO : Epoch 1761 | loss: 0.031131 | val_loss: 0.0311845 | Time: 4178.42 ms
[2021-08-23 10:24:03 main:574] : INFO : Epoch 1762 | loss: 0.0311326 | val_loss: 0.0311721 | Time: 4172.08 ms
[2021-08-23 10:24:07 main:574] : INFO : Epoch 1763 | loss: 0.03113 | val_loss: 0.031176 | Time: 4292.75 ms
[2021-08-23 10:24:12 main:574] : INFO : Epoch 1764 | loss: 0.0311348 | val_loss: 0.0311809 | Time: 4150.04 ms
[2021-08-23 10:24:16 main:574] : INFO : Epoch 1765 | loss: 0.0311366 | val_loss: 0.0311758 | Time: 4089.26 ms
[2021-08-23 10:24:20 main:574] : INFO : Epoch 1766 | loss: 0.0311324 | val_loss: 0.031169 | Time: 4201.62 ms
[2021-08-23 10:24:24 main:574] : INFO : Epoch 1767 | loss: 0.0311294 | val_loss: 0.031173 | Time: 4404.16 ms
[2021-08-23 10:24:29 main:574] : INFO : Epoch 1768 | loss: 0.0311281 | val_loss: 0.0311751 | Time: 4242.65 ms
[2021-08-23 10:24:34 main:574] : INFO : Epoch 1769 | loss: 0.0311274 | val_loss: 0.0311717 | Time: 4992.09 ms
[2021-08-23 10:24:39 main:574] : INFO : Epoch 1770 | loss: 0.0311233 | val_loss: 0.0311828 | Time: 4962.26 ms
[2021-08-23 10:24:43 main:574] : INFO : Epoch 1771 | loss: 0.0311252 | val_loss: 0.0311766 | Time: 4700.13 ms
[2021-08-23 10:24:48 main:574] : INFO : Epoch 1772 | loss: 0.0311299 | val_loss: 0.0311792 | Time: 4718.51 ms
[2021-08-23 10:24:53 main:574] : INFO : Epoch 1773 | loss: 0.031129 | val_loss: 0.0311755 | Time: 4767.93 ms
[2021-08-23 10:24:58 main:574] : INFO : Epoch 1774 | loss: 0.0311331 | val_loss: 0.031175 | Time: 4741.77 ms
[2021-08-23 10:25:03 main:574] : INFO : Epoch 1775 | loss: 0.0311306 | val_loss: 0.0311724 | Time: 4955.51 ms
[2021-08-23 10:25:07 main:574] : INFO : Epoch 1776 | loss: 0.0311272 | val_loss: 0.0311736 | Time: 4684.45 ms
[2021-08-23 10:25:12 main:574] : INFO : Epoch 1777 | loss: 0.0311277 | val_loss: 0.031174 | Time: 4895.13 ms
[2021-08-23 10:25:17 main:574] : INFO : Epoch 1778 | loss: 0.0311295 | val_loss: 0.0311863 | Time: 4739.84 ms
[2021-08-23 10:25:22 main:574] : INFO : Epoch 1779 | loss: 0.0311298 | val_loss: 0.0311815 | Time: 4875.92 ms
[2021-08-23 10:25:27 main:574] : INFO : Epoch 1780 | loss: 0.0311283 | val_loss: 0.0311806 | Time: 4886.81 ms
[2021-08-23 10:25:31 main:574] : INFO : Epoch 1781 | loss: 0.0311261 | val_loss: 0.0311784 | Time: 4685.63 ms
[2021-08-23 10:25:36 main:574] : INFO : Epoch 1782 | loss: 0.0311261 | val_loss: 0.0311776 | Time: 5069.95 ms
[2021-08-23 10:25:41 main:574] : INFO : Epoch 1783 | loss: 0.031126 | val_loss: 0.0311795 | Time: 4585.19 ms
[2021-08-23 10:25:46 main:574] : INFO : Epoch 1784 | loss: 0.0311224 | val_loss: 0.0311862 | Time: 5466 ms
[2021-08-23 10:25:52 main:574] : INFO : Epoch 1785 | loss: 0.0311247 | val_loss: 0.0311731 | Time: 5182.88 ms
[2021-08-23 10:25:57 main:574] : INFO : Epoch 1786 | loss: 0.0311279 | val_loss: 0.0311751 | Time: 4851.93 ms
[2021-08-23 10:26:01 main:574] : INFO : Epoch 1787 | loss: 0.031123 | val_loss: 0.0311811 | Time: 4905.59 ms
[2021-08-23 10:26:07 main:574] : INFO : Epoch 1788 | loss: 0.0311216 | val_loss: 0.0311788 | Time: 5105.7 ms
[2021-08-23 10:26:11 main:574] : INFO : Epoch 1789 | loss: 0.0311255 | val_loss: 0.0311792 | Time: 4807.96 ms
[2021-08-23 10:26:16 main:574] : INFO : Epoch 1790 | loss: 0.0311289 | val_loss: 0.0311784 | Time: 4946.31 ms
[2021-08-23 10:26:21 main:574] : INFO : Epoch 1791 | loss: 0.0311404 | val_loss: 0.0311731 | Time: 5173.29 ms
[2021-08-23 10:26:27 main:574] : INFO : Epoch 1792 | loss: 0.0311507 | val_loss: 0.031167 | Time: 5505.53 ms
[2021-08-23 10:26:32 main:574] : INFO : Epoch 1793 | loss: 0.0311449 | val_loss: 0.0311673 | Time: 4962.43 ms
[2021-08-23 10:26:37 main:574] : INFO : Epoch 1794 | loss: 0.031141 | val_loss: 0.0311678 | Time: 4845.51 ms
[2021-08-23 10:26:42 main:574] : INFO : Epoch 1795 | loss: 0.0311386 | val_loss: 0.0311689 | Time: 4751.39 ms
[2021-08-23 10:26:47 main:574] : INFO : Epoch 1796 | loss: 0.0311373 | val_loss: 0.0311713 | Time: 4989.71 ms
[2021-08-23 10:26:52 main:574] : INFO : Epoch 1797 | loss: 0.0311331 | val_loss: 0.0311731 | Time: 4984.79 ms
[2021-08-23 10:26:57 main:574] : INFO : Epoch 1798 | loss: 0.0311346 | val_loss: 0.0311718 | Time: 4958.6 ms
[2021-08-23 10:27:02 main:574] : INFO : Epoch 1799 | loss: 0.0311343 | val_loss: 0.0311816 | Time: 5031.26 ms
[2021-08-23 10:27:07 main:574] : INFO : Epoch 1800 | loss: 0.0311318 | val_loss: 0.0311718 | Time: 5132.55 ms
[2021-08-23 10:27:12 main:574] : INFO : Epoch 1801 | loss: 0.0311303 | val_loss: 0.0311828 | Time: 5015.21 ms
[2021-08-23 10:27:17 main:574] : INFO : Epoch 1802 | loss: 0.0311357 | val_loss: 0.0311739 | Time: 4881.98 ms
[2021-08-23 10:27:22 main:574] : INFO : Epoch 1803 | loss: 0.0311342 | val_loss: 0.0311783 | Time: 5022.02 ms
[2021-08-23 10:27:27 main:574] : INFO : Epoch 1804 | loss: 0.0311316 | val_loss: 0.0311758 | Time: 5035.24 ms
[2021-08-23 10:27:32 main:574] : INFO : Epoch 1805 | loss: 0.0311295 | val_loss: 0.0311823 | Time: 4966.19 ms
[2021-08-23 10:27:37 main:574] : INFO : Epoch 1806 | loss: 0.0311298 | val_loss: 0.0311756 | Time: 4962.17 ms
[2021-08-23 10:27:42 main:574] : INFO : Epoch 1807 | loss: 0.0311287 | val_loss: 0.0311738 | Time: 5139.48 ms
[2021-08-23 10:27:47 main:574] : INFO : Epoch 1808 | loss: 0.0311268 | val_loss: 0.0311748 | Time: 4938.08 ms
[2021-08-23 10:27:52 main:574] : INFO : Epoch 1809 | loss: 0.0311269 | val_loss: 0.0311779 | Time: 4960.88 ms
[2021-08-23 10:27:57 main:574] : INFO : Epoch 1810 | loss: 0.0311245 | val_loss: 0.0311794 | Time: 5158.43 ms
[2021-08-23 10:28:02 main:574] : INFO : Epoch 1811 | loss: 0.0311296 | val_loss: 0.0311786 | Time: 4972.16 ms
[2021-08-23 10:28:07 main:574] : INFO : Epoch 1812 | loss: 0.0311254 | val_loss: 0.0311743 | Time: 5050.43 ms
[2021-08-23 10:28:12 main:574] : INFO : Epoch 1813 | loss: 0.0311239 | val_loss: 0.03118 | Time: 5038.42 ms
[2021-08-23 10:28:17 main:574] : INFO : Epoch 1814 | loss: 0.0311247 | val_loss: 0.0311755 | Time: 4846.57 ms
[2021-08-23 10:28:22 main:574] : INFO : Epoch 1815 | loss: 0.0311248 | val_loss: 0.0311824 | Time: 4946.55 ms
[2021-08-23 10:28:27 main:574] : INFO : Epoch 1816 | loss: 0.0311233 | val_loss: 0.031184 | Time: 5107.2 ms
[2021-08-23 10:28:32 main:574] : INFO : Epoch 1817 | loss: 0.0311249 | val_loss: 0.0311795 | Time: 5116.28 ms
[2021-08-23 10:28:37 main:574] : INFO : Epoch 1818 | loss: 0.0311246 | val_loss: 0.0311782 | Time: 4948.36 ms
[2021-08-23 10:28:42 main:574] : INFO : Epoch 1819 | loss: 0.0311263 | val_loss: 0.0311776 | Time: 4873.52 ms
[2021-08-23 10:28:47 main:574] : INFO : Epoch 1820 | loss: 0.0311233 | val_loss: 0.0311814 | Time: 4932.8 ms
[2021-08-23 10:28:52 main:574] : INFO : Epoch 1821 | loss: 0.0311256 | val_loss: 0.0311795 | Time: 5133.12 ms
[2021-08-23 10:28:57 main:574] : INFO : Epoch 1822 | loss: 0.03112 | val_loss: 0.0311825 | Time: 5086.83 ms
[2021-08-23 10:29:02 main:574] : INFO : Epoch 1823 | loss: 0.0311201 | val_loss: 0.0311782 | Time: 5108.8 ms
[2021-08-23 10:29:07 main:574] : INFO : Epoch 1824 | loss: 0.0311237 | val_loss: 0.0311834 | Time: 4996.09 ms
[2021-08-23 10:29:12 main:574] : INFO : Epoch 1825 | loss: 0.0311237 | val_loss: 0.0311781 | Time: 4887.3 ms
[2021-08-23 10:29:17 main:574] : INFO : Epoch 1826 | loss: 0.0311227 | val_loss: 0.0311873 | Time: 4977.49 ms
[2021-08-23 10:29:22 main:574] : INFO : Epoch 1827 | loss: 0.0311219 | val_loss: 0.0311783 | Time: 5061.78 ms
[2021-08-23 10:29:27 main:574] : INFO : Epoch 1828 | loss: 0.0311236 | val_loss: 0.0311794 | Time: 5011.69 ms
[2021-08-23 10:29:32 main:574] : INFO : Epoch 1829 | loss: 0.0311195 | val_loss: 0.0311837 | Time: 4960.56 ms
[2021-08-23 10:29:37 main:574] : INFO : Epoch 1830 | loss: 0.0311202 | val_loss: 0.0311807 | Time: 4962.65 ms
[2021-08-23 10:29:42 main:574] : INFO : Epoch 1831 | loss: 0.0311201 | val_loss: 0.0311799 | Time: 4727.41 ms
[2021-08-23 10:29:47 main:574] : INFO : Epoch 1832 | loss: 0.0311215 | val_loss: 0.0311815 | Time: 4885.8 ms
[2021-08-23 10:29:52 main:574] : INFO : Epoch 1833 | loss: 0.0311248 | val_loss: 0.031176 | Time: 5061.65 ms
[2021-08-23 10:29:57 main:574] : INFO : Epoch 1834 | loss: 0.0311232 | val_loss: 0.0311781 | Time: 5021.78 ms
[2021-08-23 10:30:02 main:574] : INFO : Epoch 1835 | loss: 0.0311226 | val_loss: 0.0311809 | Time: 4815.49 ms
[2021-08-23 10:30:07 main:574] : INFO : Epoch 1836 | loss: 0.0311227 | val_loss: 0.0311812 | Time: 5186.94 ms
[2021-08-23 10:30:12 main:574] : INFO : Epoch 1837 | loss: 0.0311254 | val_loss: 0.0311783 | Time: 4908.76 ms
[2021-08-23 10:30:17 main:574] : INFO : Epoch 1838 | loss: 0.0311309 | val_loss: 0.0311771 | Time: 4930.8 ms
[2021-08-23 10:30:22 main:574] : INFO : Epoch 1839 | loss: 0.0311278 | val_loss: 0.0311857 | Time: 5137.67 ms
[2021-08-23 10:30:27 main:574] : INFO : Epoch 1840 | loss: 0.0311274 | val_loss: 0.0311787 | Time: 5032.85 ms
[2021-08-23 10:30:32 main:574] : INFO : Epoch 1841 | loss: 0.0311201 | val_loss: 0.0311924 | Time: 5024.49 ms
[2021-08-23 10:30:37 main:574] : INFO : Epoch 1842 | loss: 0.0311195 | val_loss: 0.031183 | Time: 5294.98 ms
[2021-08-23 10:30:42 main:574] : INFO : Epoch 1843 | loss: 0.0311178 | val_loss: 0.0311856 | Time: 4862.29 ms
[2021-08-23 10:30:47 main:574] : INFO : Epoch 1844 | loss: 0.0311174 | val_loss: 0.0311866 | Time: 5066.7 ms
[2021-08-23 10:30:52 main:574] : INFO : Epoch 1845 | loss: 0.0311162 | val_loss: 0.031182 | Time: 4861.96 ms
[2021-08-23 10:30:57 main:574] : INFO : Epoch 1846 | loss: 0.0311183 | val_loss: 0.0311826 | Time: 5032.86 ms
[2021-08-23 10:31:02 main:574] : INFO : Epoch 1847 | loss: 0.0311232 | val_loss: 0.0311793 | Time: 5108.69 ms
[2021-08-23 10:31:07 main:574] : INFO : Epoch 1848 | loss: 0.0311277 | val_loss: 0.0311862 | Time: 4822.78 ms
[2021-08-23 10:31:12 main:574] : INFO : Epoch 1849 | loss: 0.0311268 | val_loss: 0.0311866 | Time: 5218.24 ms
[2021-08-23 10:31:17 main:574] : INFO : Epoch 1850 | loss: 0.031122 | val_loss: 0.031176 | Time: 5035.7 ms
[2021-08-23 10:31:22 main:574] : INFO : Epoch 1851 | loss: 0.0311227 | val_loss: 0.0311796 | Time: 4970.25 ms
[2021-08-23 10:31:27 main:574] : INFO : Epoch 1852 | loss: 0.031129 | val_loss: 0.0311771 | Time: 4905.9 ms
[2021-08-23 10:31:32 main:574] : INFO : Epoch 1853 | loss: 0.0311267 | val_loss: 0.0311799 | Time: 5021.6 ms
[2021-08-23 10:31:37 main:574] : INFO : Epoch 1854 | loss: 0.0311235 | val_loss: 0.0311766 | Time: 4964.98 ms
[2021-08-23 10:31:42 main:574] : INFO : Epoch 1855 | loss: 0.0311206 | val_loss: 0.0311796 | Time: 4896.36 ms
[2021-08-23 10:31:47 main:574] : INFO : Epoch 1856 | loss: 0.0311229 | val_loss: 0.0311749 | Time: 4988.8 ms
[2021-08-23 10:31:52 main:574] : INFO : Epoch 1857 | loss: 0.0311211 | val_loss: 0.0311802 | Time: 4907.84 ms
[2021-08-23 10:31:57 main:574] : INFO : Epoch 1858 | loss: 0.0311222 | val_loss: 0.0311867 | Time: 4811.87 ms
[2021-08-23 10:32:02 main:574] : INFO : Epoch 1859 | loss: 0.0311236 | val_loss: 0.0311791 | Time: 4878.53 ms
[2021-08-23 10:32:07 main:574] : INFO : Epoch 1860 | loss: 0.0311216 | val_loss: 0.0311887 | Time: 5119.41 ms
[2021-08-23 10:32:12 main:574] : INFO : Epoch 1861 | loss: 0.0311182 | val_loss: 0.0311841 | Time: 4987.29 ms
[2021-08-23 10:32:17 main:574] : INFO : Epoch 1862 | loss: 0.0311187 | val_loss: 0.0311794 | Time: 5069.99 ms
[2021-08-23 10:32:22 main:574] : INFO : Epoch 1863 | loss: 0.0311198 | val_loss: 0.0311801 | Time: 4871.08 ms
[2021-08-23 10:32:27 main:574] : INFO : Epoch 1864 | loss: 0.0311169 | val_loss: 0.0311854 | Time: 5137.08 ms
[2021-08-23 10:32:32 main:574] : INFO : Epoch 1865 | loss: 0.0311292 | val_loss: 0.0311803 | Time: 4888.91 ms
[2021-08-23 10:32:37 main:574] : INFO : Epoch 1866 | loss: 0.0311342 | val_loss: 0.031179 | Time: 5040.39 ms
[2021-08-23 10:32:42 main:574] : INFO : Epoch 1867 | loss: 0.0311322 | val_loss: 0.0311717 | Time: 4835.02 ms
[2021-08-23 10:32:46 main:574] : INFO : Epoch 1868 | loss: 0.0311299 | val_loss: 0.0311814 | Time: 4895.98 ms
[2021-08-23 10:32:51 main:574] : INFO : Epoch 1869 | loss: 0.0311262 | val_loss: 0.0311736 | Time: 4895.99 ms
[2021-08-23 10:32:57 main:574] : INFO : Epoch 1870 | loss: 0.0311228 | val_loss: 0.0311818 | Time: 5423.24 ms
[2021-08-23 10:33:02 main:574] : INFO : Epoch 1871 | loss: 0.0311232 | val_loss: 0.0311901 | Time: 4805.62 ms
[2021-08-23 10:33:07 main:574] : INFO : Epoch 1872 | loss: 0.0311257 | val_loss: 0.0311763 | Time: 5098.31 ms
[2021-08-23 10:33:12 main:574] : INFO : Epoch 1873 | loss: 0.031123 | val_loss: 0.0311803 | Time: 5027.17 ms
[2021-08-23 10:33:17 main:574] : INFO : Epoch 1874 | loss: 0.0311216 | val_loss: 0.0311832 | Time: 4954 ms
[2021-08-23 10:33:22 main:574] : INFO : Epoch 1875 | loss: 0.0311211 | val_loss: 0.0311858 | Time: 5673.23 ms
[2021-08-23 10:33:27 main:574] : INFO : Epoch 1876 | loss: 0.0311197 | val_loss: 0.03118 | Time: 4807.19 ms
[2021-08-23 10:33:32 main:574] : INFO : Epoch 1877 | loss: 0.0311219 | val_loss: 0.031184 | Time: 5081.91 ms
[2021-08-23 10:33:37 main:574] : INFO : Epoch 1878 | loss: 0.0311313 | val_loss: 0.0311803 | Time: 4952.06 ms
[2021-08-23 10:33:42 main:574] : INFO : Epoch 1879 | loss: 0.0311273 | val_loss: 0.0311793 | Time: 4555.42 ms
[2021-08-23 10:33:46 main:574] : INFO : Epoch 1880 | loss: 0.0311217 | val_loss: 0.031184 | Time: 4344.12 ms
[2021-08-23 10:33:50 main:574] : INFO : Epoch 1881 | loss: 0.0311219 | val_loss: 0.0311831 | Time: 4289.86 ms
[2021-08-23 10:33:55 main:574] : INFO : Epoch 1882 | loss: 0.0311218 | val_loss: 0.0311767 | Time: 4441.46 ms
[2021-08-23 10:33:59 main:574] : INFO : Epoch 1883 | loss: 0.0311236 | val_loss: 0.0311786 | Time: 4223.93 ms
[2021-08-23 10:34:03 main:574] : INFO : Epoch 1884 | loss: 0.0311232 | val_loss: 0.031179 | Time: 4383.19 ms
[2021-08-23 10:34:08 main:574] : INFO : Epoch 1885 | loss: 0.0311397 | val_loss: 0.031181 | Time: 4297.66 ms
[2021-08-23 10:34:12 main:574] : INFO : Epoch 1886 | loss: 0.0311441 | val_loss: 0.031178 | Time: 4253.12 ms
[2021-08-23 10:34:16 main:574] : INFO : Epoch 1887 | loss: 0.0311492 | val_loss: 0.0311765 | Time: 4360.02 ms
[2021-08-23 10:34:21 main:574] : INFO : Epoch 1888 | loss: 0.0311428 | val_loss: 0.0311732 | Time: 4317.42 ms
[2021-08-23 10:34:25 main:574] : INFO : Epoch 1889 | loss: 0.0311401 | val_loss: 0.0311703 | Time: 4420.61 ms
[2021-08-23 10:34:30 main:574] : INFO : Epoch 1890 | loss: 0.0311375 | val_loss: 0.0311702 | Time: 4331.37 ms
[2021-08-23 10:34:34 main:574] : INFO : Epoch 1891 | loss: 0.0311316 | val_loss: 0.0311679 | Time: 4299.95 ms
[2021-08-23 10:34:38 main:574] : INFO : Epoch 1892 | loss: 0.0311289 | val_loss: 0.0311797 | Time: 4204.5 ms
[2021-08-23 10:34:42 main:574] : INFO : Epoch 1893 | loss: 0.0311299 | val_loss: 0.0311722 | Time: 4219.36 ms
[2021-08-23 10:34:47 main:574] : INFO : Epoch 1894 | loss: 0.0311265 | val_loss: 0.031169 | Time: 4229.39 ms
[2021-08-23 10:34:51 main:574] : INFO : Epoch 1895 | loss: 0.0311241 | val_loss: 0.03117 | Time: 4264.52 ms
[2021-08-23 10:34:55 main:574] : INFO : Epoch 1896 | loss: 0.0311227 | val_loss: 0.0311751 | Time: 4204.94 ms
[2021-08-23 10:34:59 main:574] : INFO : Epoch 1897 | loss: 0.0311222 | val_loss: 0.0311724 | Time: 4325.92 ms
[2021-08-23 10:35:04 main:574] : INFO : Epoch 1898 | loss: 0.0311227 | val_loss: 0.0311698 | Time: 4360.54 ms
[2021-08-23 10:35:08 main:574] : INFO : Epoch 1899 | loss: 0.0311218 | val_loss: 0.0311726 | Time: 4320.93 ms
[2021-08-23 10:35:12 main:574] : INFO : Epoch 1900 | loss: 0.0311235 | val_loss: 0.0311759 | Time: 4210.62 ms
[2021-08-23 10:35:17 main:574] : INFO : Epoch 1901 | loss: 0.0311265 | val_loss: 0.0311702 | Time: 4236.34 ms
[2021-08-23 10:35:21 main:574] : INFO : Epoch 1902 | loss: 0.0311262 | val_loss: 0.0311676 | Time: 4256.44 ms
[2021-08-23 10:35:25 main:574] : INFO : Epoch 1903 | loss: 0.031123 | val_loss: 0.0311748 | Time: 4216.25 ms
[2021-08-23 10:35:29 main:574] : INFO : Epoch 1904 | loss: 0.0311215 | val_loss: 0.0311729 | Time: 4197.94 ms
[2021-08-23 10:35:34 main:574] : INFO : Epoch 1905 | loss: 0.0311207 | val_loss: 0.0311738 | Time: 4452 ms
[2021-08-23 10:35:38 main:574] : INFO : Epoch 1906 | loss: 0.0311206 | val_loss: 0.0311883 | Time: 4348.7 ms
[2021-08-23 10:35:42 main:574] : INFO : Epoch 1907 | loss: 0.0311194 | val_loss: 0.0311718 | Time: 4275.74 ms
[2021-08-23 10:35:47 main:574] : INFO : Epoch 1908 | loss: 0.031116 | val_loss: 0.0311798 | Time: 4261.36 ms
[2021-08-23 10:35:51 main:574] : INFO : Epoch 1909 | loss: 0.0311183 | val_loss: 0.0311781 | Time: 4091.88 ms
[2021-08-23 10:35:55 main:574] : INFO : Epoch 1910 | loss: 0.0311181 | val_loss: 0.0311775 | Time: 4189.02 ms
[2021-08-23 10:35:59 main:574] : INFO : Epoch 1911 | loss: 0.0311171 | val_loss: 0.0311773 | Time: 4239.53 ms
[2021-08-23 10:36:04 main:574] : INFO : Epoch 1912 | loss: 0.0311181 | val_loss: 0.0311784 | Time: 4255.49 ms
[2021-08-23 10:36:08 main:574] : INFO : Epoch 1913 | loss: 0.0311174 | val_loss: 0.0311801 | Time: 4260.96 ms
[2021-08-23 10:36:12 main:574] : INFO : Epoch 1914 | loss: 0.0311169 | val_loss: 0.0311786 | Time: 4179.35 ms
[2021-08-23 10:36:16 main:574] : INFO : Epoch 1915 | loss: 0.0311138 | val_loss: 0.0311833 | Time: 4246.09 ms
[2021-08-23 10:36:21 main:574] : INFO : Epoch 1916 | loss: 0.031114 | val_loss: 0.0311813 | Time: 4183.34 ms
[2021-08-23 10:36:25 main:574] : INFO : Epoch 1917 | loss: 0.0311124 | val_loss: 0.0311798 | Time: 4140.32 ms
[2021-08-23 10:36:29 main:574] : INFO : Epoch 1918 | loss: 0.0311152 | val_loss: 0.0311761 | Time: 4164.32 ms
[2021-08-23 10:36:33 main:574] : INFO : Epoch 1919 | loss: 0.0311126 | val_loss: 0.0311873 | Time: 4243.33 ms
[2021-08-23 10:36:37 main:574] : INFO : Epoch 1920 | loss: 0.0311117 | val_loss: 0.0311819 | Time: 4220.8 ms
[2021-08-23 10:36:42 main:574] : INFO : Epoch 1921 | loss: 0.0311148 | val_loss: 0.0311817 | Time: 4126.54 ms
[2021-08-23 10:36:46 main:574] : INFO : Epoch 1922 | loss: 0.0311161 | val_loss: 0.031176 | Time: 4216.57 ms
[2021-08-23 10:36:50 main:574] : INFO : Epoch 1923 | loss: 0.031124 | val_loss: 0.0311667 | Time: 4161.18 ms
[2021-08-23 10:36:54 main:574] : INFO : Epoch 1924 | loss: 0.0311181 | val_loss: 0.0311722 | Time: 4274.27 ms
[2021-08-23 10:36:59 main:574] : INFO : Epoch 1925 | loss: 0.0311218 | val_loss: 0.0311788 | Time: 4324.44 ms
[2021-08-23 10:37:03 main:574] : INFO : Epoch 1926 | loss: 0.0311182 | val_loss: 0.0311731 | Time: 4187.74 ms
[2021-08-23 10:37:07 main:574] : INFO : Epoch 1927 | loss: 0.0311175 | val_loss: 0.0311772 | Time: 4150.73 ms
[2021-08-23 10:37:11 main:574] : INFO : Epoch 1928 | loss: 0.0311158 | val_loss: 0.031175 | Time: 4097.44 ms
[2021-08-23 10:37:16 main:574] : INFO : Epoch 1929 | loss: 0.0311261 | val_loss: 0.0311762 | Time: 4375.96 ms
[2021-08-23 10:37:20 main:574] : INFO : Epoch 1930 | loss: 0.0311185 | val_loss: 0.0311779 | Time: 4248.77 ms
[2021-08-23 10:37:24 main:574] : INFO : Epoch 1931 | loss: 0.0311149 | val_loss: 0.0311831 | Time: 4158.38 ms
[2021-08-23 10:37:28 main:574] : INFO : Epoch 1932 | loss: 0.0311118 | val_loss: 0.0311809 | Time: 4249.11 ms
[2021-08-23 10:37:32 main:574] : INFO : Epoch 1933 | loss: 0.0311115 | val_loss: 0.0311762 | Time: 4172.83 ms
[2021-08-23 10:37:37 main:574] : INFO : Epoch 1934 | loss: 0.0311097 | val_loss: 0.0311774 | Time: 4104.49 ms
[2021-08-23 10:37:41 main:574] : INFO : Epoch 1935 | loss: 0.0311094 | val_loss: 0.0311753 | Time: 4275.32 ms
[2021-08-23 10:37:45 main:574] : INFO : Epoch 1936 | loss: 0.0311106 | val_loss: 0.0311847 | Time: 4183.36 ms
[2021-08-23 10:37:49 main:574] : INFO : Epoch 1937 | loss: 0.0311132 | val_loss: 0.031184 | Time: 4186.42 ms
[2021-08-23 10:37:54 main:574] : INFO : Epoch 1938 | loss: 0.0311123 | val_loss: 0.0311811 | Time: 4213.71 ms
[2021-08-23 10:37:58 main:574] : INFO : Epoch 1939 | loss: 0.0311089 | val_loss: 0.0311912 | Time: 4265.8 ms
[2021-08-23 10:38:02 main:574] : INFO : Epoch 1940 | loss: 0.0311097 | val_loss: 0.0311913 | Time: 4306.65 ms
[2021-08-23 10:38:06 main:574] : INFO : Epoch 1941 | loss: 0.0311078 | val_loss: 0.0311809 | Time: 4177.02 ms
[2021-08-23 10:38:11 main:574] : INFO : Epoch 1942 | loss: 0.0311141 | val_loss: 0.0311774 | Time: 4091.29 ms
[2021-08-23 10:38:15 main:574] : INFO : Epoch 1943 | loss: 0.0311162 | val_loss: 0.0311826 | Time: 4309.9 ms
[2021-08-23 10:38:19 main:574] : INFO : Epoch 1944 | loss: 0.0311143 | val_loss: 0.0311836 | Time: 4101.04 ms
[2021-08-23 10:38:23 main:574] : INFO : Epoch 1945 | loss: 0.0311109 | val_loss: 0.0311797 | Time: 4463.72 ms
[2021-08-23 10:38:28 main:574] : INFO : Epoch 1946 | loss: 0.0311106 | val_loss: 0.0311823 | Time: 4658.64 ms
[2021-08-23 10:38:32 main:574] : INFO : Epoch 1947 | loss: 0.0311203 | val_loss: 0.0311785 | Time: 4220.58 ms
[2021-08-23 10:38:37 main:574] : INFO : Epoch 1948 | loss: 0.0311175 | val_loss: 0.0311792 | Time: 4156.24 ms
[2021-08-23 10:38:41 main:574] : INFO : Epoch 1949 | loss: 0.0311162 | val_loss: 0.0311821 | Time: 4212.79 ms
[2021-08-23 10:38:45 main:574] : INFO : Epoch 1950 | loss: 0.0311113 | val_loss: 0.0311814 | Time: 4302.82 ms
[2021-08-23 10:38:49 main:574] : INFO : Epoch 1951 | loss: 0.0311114 | val_loss: 0.0311879 | Time: 4294.76 ms
[2021-08-23 10:38:54 main:574] : INFO : Epoch 1952 | loss: 0.0311127 | val_loss: 0.0311834 | Time: 4221.13 ms
[2021-08-23 10:38:58 main:574] : INFO : Epoch 1953 | loss: 0.0311128 | val_loss: 0.0311892 | Time: 4162.06 ms
[2021-08-23 10:39:02 main:574] : INFO : Epoch 1954 | loss: 0.0311116 | val_loss: 0.0311796 | Time: 4310.36 ms
[2021-08-23 10:39:06 main:574] : INFO : Epoch 1955 | loss: 0.031114 | val_loss: 0.0311895 | Time: 4259.12 ms
[2021-08-23 10:39:11 main:574] : INFO : Epoch 1956 | loss: 0.0311083 | val_loss: 0.0311821 | Time: 4164.82 ms
[2021-08-23 10:39:15 main:574] : INFO : Epoch 1957 | loss: 0.0311062 | val_loss: 0.0311835 | Time: 4206.12 ms
[2021-08-23 10:39:19 main:574] : INFO : Epoch 1958 | loss: 0.0311085 | val_loss: 0.031184 | Time: 4185.31 ms
[2021-08-23 10:39:23 main:574] : INFO : Epoch 1959 | loss: 0.031106 | val_loss: 0.0311811 | Time: 4292 ms
[2021-08-23 10:39:28 main:574] : INFO : Epoch 1960 | loss: 0.0311062 | val_loss: 0.0311946 | Time: 4196.7 ms
[2021-08-23 10:39:32 main:574] : INFO : Epoch 1961 | loss: 0.03111 | val_loss: 0.0311848 | Time: 4245.34 ms
[2021-08-23 10:39:36 main:574] : INFO : Epoch 1962 | loss: 0.0311097 | val_loss: 0.03118 | Time: 4250.94 ms
[2021-08-23 10:39:40 main:574] : INFO : Epoch 1963 | loss: 0.031109 | val_loss: 0.0311767 | Time: 4190.16 ms
[2021-08-23 10:39:45 main:574] : INFO : Epoch 1964 | loss: 0.0311108 | val_loss: 0.0311774 | Time: 4224.3 ms
[2021-08-23 10:39:49 main:574] : INFO : Epoch 1965 | loss: 0.0311076 | val_loss: 0.0311877 | Time: 4255.75 ms
[2021-08-23 10:39:53 main:574] : INFO : Epoch 1966 | loss: 0.0311068 | val_loss: 0.0311872 | Time: 4187.25 ms
[2021-08-23 10:39:57 main:574] : INFO : Epoch 1967 | loss: 0.0311065 | val_loss: 0.0311858 | Time: 4228 ms
[2021-08-23 10:40:02 main:574] : INFO : Epoch 1968 | loss: 0.0311074 | val_loss: 0.0311875 | Time: 4327.61 ms
[2021-08-23 10:40:06 main:574] : INFO : Epoch 1969 | loss: 0.0311044 | val_loss: 0.0311875 | Time: 4326.72 ms
[2021-08-23 10:40:10 main:574] : INFO : Epoch 1970 | loss: 0.0311071 | val_loss: 0.0311941 | Time: 4303.75 ms
[2021-08-23 10:40:15 main:574] : INFO : Epoch 1971 | loss: 0.0311155 | val_loss: 0.0312097 | Time: 4243.09 ms
[2021-08-23 10:40:19 main:574] : INFO : Epoch 1972 | loss: 0.0311214 | val_loss: 0.0311937 | Time: 4239.31 ms
[2021-08-23 10:40:23 main:574] : INFO : Epoch 1973 | loss: 0.031116 | val_loss: 0.0311852 | Time: 4294.52 ms
[2021-08-23 10:40:27 main:574] : INFO : Epoch 1974 | loss: 0.0311155 | val_loss: 0.0311796 | Time: 4150.02 ms
[2021-08-23 10:40:32 main:574] : INFO : Epoch 1975 | loss: 0.0311114 | val_loss: 0.0311947 | Time: 4206.44 ms
[2021-08-23 10:40:36 main:574] : INFO : Epoch 1976 | loss: 0.0311064 | val_loss: 0.0311774 | Time: 4403.31 ms
[2021-08-23 10:40:40 main:574] : INFO : Epoch 1977 | loss: 0.03111 | val_loss: 0.0311872 | Time: 4216.07 ms
[2021-08-23 10:40:45 main:574] : INFO : Epoch 1978 | loss: 0.0311076 | val_loss: 0.0311852 | Time: 4247.99 ms
[2021-08-23 10:40:49 main:574] : INFO : Epoch 1979 | loss: 0.0311084 | val_loss: 0.0311927 | Time: 4243.71 ms
[2021-08-23 10:40:53 main:574] : INFO : Epoch 1980 | loss: 0.0311073 | val_loss: 0.0311836 | Time: 4329.22 ms
[2021-08-23 10:40:57 main:574] : INFO : Epoch 1981 | loss: 0.0311079 | val_loss: 0.0311889 | Time: 4175.03 ms
[2021-08-23 10:41:02 main:574] : INFO : Epoch 1982 | loss: 0.0311068 | val_loss: 0.0311927 | Time: 4212.3 ms
[2021-08-23 10:41:06 main:574] : INFO : Epoch 1983 | loss: 0.0311063 | val_loss: 0.0311849 | Time: 4165.48 ms
[2021-08-23 10:41:10 main:574] : INFO : Epoch 1984 | loss: 0.0311499 | val_loss: 0.0311795 | Time: 4176.84 ms
[2021-08-23 10:41:14 main:574] : INFO : Epoch 1985 | loss: 0.031155 | val_loss: 0.0311741 | Time: 4321.34 ms
[2021-08-23 10:41:19 main:574] : INFO : Epoch 1986 | loss: 0.03115 | val_loss: 0.0311751 | Time: 4290.89 ms
[2021-08-23 10:41:23 main:574] : INFO : Epoch 1987 | loss: 0.0311461 | val_loss: 0.0311712 | Time: 4095.59 ms
[2021-08-23 10:41:27 main:574] : INFO : Epoch 1988 | loss: 0.0311402 | val_loss: 0.0311716 | Time: 4190.91 ms
[2021-08-23 10:41:31 main:574] : INFO : Epoch 1989 | loss: 0.0311419 | val_loss: 0.0311729 | Time: 4083.12 ms
[2021-08-23 10:41:35 main:574] : INFO : Epoch 1990 | loss: 0.0311345 | val_loss: 0.0311715 | Time: 4221.12 ms
[2021-08-23 10:41:40 main:574] : INFO : Epoch 1991 | loss: 0.0311308 | val_loss: 0.0311743 | Time: 4290.59 ms
[2021-08-23 10:41:44 main:574] : INFO : Epoch 1992 | loss: 0.0311288 | val_loss: 0.031172 | Time: 4219.34 ms
[2021-08-23 10:41:48 main:574] : INFO : Epoch 1993 | loss: 0.0311276 | val_loss: 0.0311787 | Time: 4299.92 ms
[2021-08-23 10:41:52 main:574] : INFO : Epoch 1994 | loss: 0.0311268 | val_loss: 0.0311699 | Time: 4193.3 ms
[2021-08-23 10:41:57 main:574] : INFO : Epoch 1995 | loss: 0.0311252 | val_loss: 0.0311731 | Time: 4226.84 ms
[2021-08-23 10:42:01 main:574] : INFO : Epoch 1996 | loss: 0.0311245 | val_loss: 0.0311747 | Time: 4646.69 ms
[2021-08-23 10:42:05 main:574] : INFO : Epoch 1997 | loss: 0.0311244 | val_loss: 0.0311745 | Time: 4178.52 ms
[2021-08-23 10:42:10 main:574] : INFO : Epoch 1998 | loss: 0.0311228 | val_loss: 0.0311763 | Time: 4182.38 ms
[2021-08-23 10:42:14 main:574] : INFO : Epoch 1999 | loss: 0.0311221 | val_loss: 0.0311754 | Time: 4234.37 ms
[2021-08-23 10:42:18 main:574] : INFO : Epoch 2000 | loss: 0.0311223 | val_loss: 0.0311769 | Time: 4177.07 ms
[2021-08-23 10:42:22 main:574] : INFO : Epoch 2001 | loss: 0.0311203 | val_loss: 0.0311793 | Time: 4197.11 ms
[2021-08-23 10:42:27 main:574] : INFO : Epoch 2002 | loss: 0.03112 | val_loss: 0.0311747 | Time: 4274.39 ms
[2021-08-23 10:42:31 main:574] : INFO : Epoch 2003 | loss: 0.0311185 | val_loss: 0.0311732 | Time: 4189.06 ms
[2021-08-23 10:42:35 main:574] : INFO : Epoch 2004 | loss: 0.0311168 | val_loss: 0.0311756 | Time: 4311.47 ms
[2021-08-23 10:42:39 main:574] : INFO : Epoch 2005 | loss: 0.0311182 | val_loss: 0.0311764 | Time: 4148.88 ms
[2021-08-23 10:42:44 main:574] : INFO : Epoch 2006 | loss: 0.0311186 | val_loss: 0.0311765 | Time: 4267.49 ms
[2021-08-23 10:42:48 main:574] : INFO : Epoch 2007 | loss: 0.0311194 | val_loss: 0.0311778 | Time: 4146.43 ms
[2021-08-23 10:42:52 main:574] : INFO : Epoch 2008 | loss: 0.0311165 | val_loss: 0.0311737 | Time: 4194.08 ms
[2021-08-23 10:42:56 main:574] : INFO : Epoch 2009 | loss: 0.0311157 | val_loss: 0.0311758 | Time: 4208.88 ms
[2021-08-23 10:43:00 main:574] : INFO : Epoch 2010 | loss: 0.0311175 | val_loss: 0.0311723 | Time: 4272.4 ms
[2021-08-23 10:43:05 main:574] : INFO : Epoch 2011 | loss: 0.0311197 | val_loss: 0.0311773 | Time: 4157.33 ms
[2021-08-23 10:43:09 main:574] : INFO : Epoch 2012 | loss: 0.0311166 | val_loss: 0.0311668 | Time: 4243.3 ms
[2021-08-23 10:43:13 main:574] : INFO : Epoch 2013 | loss: 0.0311154 | val_loss: 0.0311739 | Time: 4182.22 ms
[2021-08-23 10:43:17 main:574] : INFO : Epoch 2014 | loss: 0.0311231 | val_loss: 0.0311798 | Time: 4202.61 ms
[2021-08-23 10:43:22 main:574] : INFO : Epoch 2015 | loss: 0.0311253 | val_loss: 0.0311692 | Time: 4275.55 ms
[2021-08-23 10:43:26 main:574] : INFO : Epoch 2016 | loss: 0.0311224 | val_loss: 0.0311749 | Time: 4189.78 ms
[2021-08-23 10:43:30 main:574] : INFO : Epoch 2017 | loss: 0.0311179 | val_loss: 0.0311706 | Time: 4268.2 ms
[2021-08-23 10:43:34 main:574] : INFO : Epoch 2018 | loss: 0.0311157 | val_loss: 0.0311838 | Time: 4275.74 ms
[2021-08-23 10:43:39 main:574] : INFO : Epoch 2019 | loss: 0.0311181 | val_loss: 0.0311733 | Time: 4232.34 ms
[2021-08-23 10:43:43 main:574] : INFO : Epoch 2020 | loss: 0.0311155 | val_loss: 0.0311809 | Time: 4142.85 ms
[2021-08-23 10:43:47 main:574] : INFO : Epoch 2021 | loss: 0.0311126 | val_loss: 0.0311786 | Time: 4145.26 ms
[2021-08-23 10:43:51 main:574] : INFO : Epoch 2022 | loss: 0.0311129 | val_loss: 0.0311765 | Time: 4211.66 ms
[2021-08-23 10:43:56 main:574] : INFO : Epoch 2023 | loss: 0.0311146 | val_loss: 0.0311796 | Time: 4313.33 ms
[2021-08-23 10:44:00 main:574] : INFO : Epoch 2024 | loss: 0.0311203 | val_loss: 0.0312071 | Time: 4206.99 ms
[2021-08-23 10:44:04 main:574] : INFO : Epoch 2025 | loss: 0.0311239 | val_loss: 0.031182 | Time: 4203.27 ms
[2021-08-23 10:44:08 main:574] : INFO : Epoch 2026 | loss: 0.0311199 | val_loss: 0.0311727 | Time: 4190.9 ms
[2021-08-23 10:44:12 main:574] : INFO : Epoch 2027 | loss: 0.0311283 | val_loss: 0.031178 | Time: 4104.94 ms
[2021-08-23 10:44:17 main:574] : INFO : Epoch 2028 | loss: 0.0311202 | val_loss: 0.0311763 | Time: 4156.91 ms
[2021-08-23 10:44:21 main:574] : INFO : Epoch 2029 | loss: 0.0311151 | val_loss: 0.0311755 | Time: 4186.5 ms
[2021-08-23 10:44:25 main:574] : INFO : Epoch 2030 | loss: 0.0311128 | val_loss: 0.0311766 | Time: 4182.37 ms
[2021-08-23 10:44:29 main:574] : INFO : Epoch 2031 | loss: 0.0311178 | val_loss: 0.0311732 | Time: 4290.79 ms
[2021-08-23 10:44:34 main:574] : INFO : Epoch 2032 | loss: 0.0311233 | val_loss: 0.031182 | Time: 4263.93 ms
[2021-08-23 10:44:38 main:574] : INFO : Epoch 2033 | loss: 0.0311178 | val_loss: 0.0311669 | Time: 4125.89 ms
[2021-08-23 10:44:42 main:574] : INFO : Epoch 2034 | loss: 0.0311195 | val_loss: 0.031179 | Time: 4211.93 ms
[2021-08-23 10:44:46 main:574] : INFO : Epoch 2035 | loss: 0.0311143 | val_loss: 0.031171 | Time: 4152.95 ms
[2021-08-23 10:44:50 main:574] : INFO : Epoch 2036 | loss: 0.0311124 | val_loss: 0.0311698 | Time: 4103.27 ms
[2021-08-23 10:44:55 main:574] : INFO : Epoch 2037 | loss: 0.0311135 | val_loss: 0.0311817 | Time: 4287.15 ms
[2021-08-23 10:44:59 main:574] : INFO : Epoch 2038 | loss: 0.031115 | val_loss: 0.031173 | Time: 4258.16 ms
[2021-08-23 10:45:03 main:574] : INFO : Epoch 2039 | loss: 0.0311229 | val_loss: 0.0311717 | Time: 4394.62 ms
[2021-08-23 10:45:07 main:574] : INFO : Epoch 2040 | loss: 0.0311261 | val_loss: 0.0311766 | Time: 4135.56 ms
[2021-08-23 10:45:12 main:574] : INFO : Epoch 2041 | loss: 0.0311241 | val_loss: 0.0311712 | Time: 4174.58 ms
[2021-08-23 10:45:16 main:574] : INFO : Epoch 2042 | loss: 0.0311336 | val_loss: 0.0311793 | Time: 4262.63 ms
[2021-08-23 10:45:20 main:574] : INFO : Epoch 2043 | loss: 0.0311455 | val_loss: 0.0311746 | Time: 4269.55 ms
[2021-08-23 10:45:24 main:574] : INFO : Epoch 2044 | loss: 0.0311506 | val_loss: 0.0311705 | Time: 4267.21 ms
[2021-08-23 10:45:29 main:574] : INFO : Epoch 2045 | loss: 0.0311472 | val_loss: 0.0311678 | Time: 4169.39 ms
[2021-08-23 10:45:33 main:574] : INFO : Epoch 2046 | loss: 0.0311381 | val_loss: 0.0311666 | Time: 4174.56 ms
[2021-08-23 10:45:37 main:574] : INFO : Epoch 2047 | loss: 0.0311297 | val_loss: 0.0311735 | Time: 4268.49 ms
[2021-08-23 10:45:41 main:574] : INFO : Epoch 2048 | loss: 0.0311281 | val_loss: 0.0311681 | Time: 4210.83 ms
[2021-08-23 10:45:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311681
[2021-08-23 10:45:41 main:603] : INFO : Saving end state to config to file
[2021-08-23 10:45:41 main:608] : INFO : Success, exiting..
10:45:41 (9580): 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)