Task 6761331
| Name | ParityMachine-1627975880-31943-2_1 |
| Workunit | 4356906 |
| Created | 20 Aug 2021, 6:47:40 UTC |
| Sent | 20 Aug 2021, 7:12:35 UTC |
| Report deadline | 27 Aug 2021, 7:12:35 UTC |
| Received | 20 Aug 2021, 18:50:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 23 min 30 sec |
| CPU time | 2 hours 20 min 46 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 | 3.59 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: 0.0311364 | val_loss: 0.0311598 | Time: 4147.27 ms [2021-08-20 20:15:05 main:574] : INFO : Epoch 1543 | loss: 0.0311349 | val_loss: 0.0311575 | Time: 4154.19 ms [2021-08-20 20:15:09 main:574] : INFO : Epoch 1544 | loss: 0.0311372 | val_loss: 0.0311623 | Time: 4019.65 ms [2021-08-20 20:15:13 main:574] : INFO : Epoch 1545 | loss: 0.0311353 | val_loss: 0.0311561 | Time: 4028.8 ms [2021-08-20 20:15:17 main:574] : INFO : Epoch 1546 | loss: 0.0311329 | val_loss: 0.0311605 | Time: 4039.74 ms [2021-08-20 20:15:21 main:574] : INFO : Epoch 1547 | loss: 0.0311338 | val_loss: 0.031159 | Time: 4083.9 ms [2021-08-20 20:15:25 main:574] : INFO : Epoch 1548 | loss: 0.0311357 | val_loss: 0.0311563 | Time: 4108.59 ms [2021-08-20 20:15:29 main:574] : INFO : Epoch 1549 | loss: 0.0311348 | val_loss: 0.0311617 | Time: 4109.45 ms [2021-08-20 20:15:33 main:574] : INFO : Epoch 1550 | loss: 0.0311362 | val_loss: 0.0311576 | Time: 4179.14 ms [2021-08-20 20:15:38 main:574] : INFO : Epoch 1551 | loss: 0.0311373 | val_loss: 0.0311579 | Time: 4166.56 ms [2021-08-20 20:15:42 main:574] : INFO : Epoch 1552 | loss: 0.0311348 | val_loss: 0.031158 | Time: 4103.09 ms [2021-08-20 20:15:46 main:574] : INFO : Epoch 1553 | loss: 0.0311355 | val_loss: 0.0311595 | Time: 4215.67 ms [2021-08-20 20:15:50 main:574] : INFO : Epoch 1554 | loss: 0.0311349 | val_loss: 0.0311587 | Time: 4124.35 ms [2021-08-20 20:15:54 main:574] : INFO : Epoch 1555 | loss: 0.0311346 | val_loss: 0.0311576 | Time: 3974.48 ms [2021-08-20 20:15:58 main:574] : INFO : Epoch 1556 | loss: 0.0311339 | val_loss: 0.0311592 | Time: 4163.49 ms [2021-08-20 20:16:02 main:574] : INFO : Epoch 1557 | loss: 0.0311338 | val_loss: 0.0311584 | Time: 4095.28 ms [2021-08-20 20:16:07 main:574] : INFO : Epoch 1558 | loss: 0.031132 | val_loss: 0.0311585 | Time: 4142.6 ms [2021-08-20 20:16:11 main:574] : INFO : Epoch 1559 | loss: 0.0311306 | val_loss: 0.0311585 | Time: 3988.98 ms [2021-08-20 20:16:15 main:574] : INFO : Epoch 1560 | loss: 0.0311303 | val_loss: 0.0311596 | Time: 4078.15 ms [2021-08-20 20:16:19 main:574] : INFO : Epoch 1561 | loss: 0.0311297 | val_loss: 0.0311599 | Time: 4006.95 ms [2021-08-20 20:16:23 main:574] : INFO : Epoch 1562 | loss: 0.031131 | val_loss: 0.0311631 | Time: 4068.2 ms [2021-08-20 20:16:27 main:574] : INFO : Epoch 1563 | loss: 0.0311346 | val_loss: 0.0311558 | Time: 4069.93 ms [2021-08-20 20:16:31 main:574] : INFO : Epoch 1564 | loss: 0.031138 | val_loss: 0.0311568 | Time: 4174.19 ms [2021-08-20 20:16:35 main:574] : INFO : Epoch 1565 | loss: 0.0311393 | val_loss: 0.0311559 | Time: 4155.74 ms [2021-08-20 20:16:40 main:574] : INFO : Epoch 1566 | loss: 0.0311378 | val_loss: 0.0311592 | Time: 4239.11 ms [2021-08-20 20:16:44 main:574] : INFO : Epoch 1567 | loss: 0.031139 | val_loss: 0.0311546 | Time: 4073.67 ms [2021-08-20 20:16:48 main:574] : INFO : Epoch 1568 | loss: 0.0311362 | val_loss: 0.0311573 | Time: 4053.11 ms [2021-08-20 20:16:52 main:574] : INFO : Epoch 1569 | loss: 0.0311365 | val_loss: 0.031157 | Time: 4294.56 ms [2021-08-20 20:16:56 main:574] : INFO : Epoch 1570 | loss: 0.0311362 | val_loss: 0.0311586 | Time: 4262.64 ms [2021-08-20 20:17:01 main:574] : INFO : Epoch 1571 | loss: 0.0311343 | val_loss: 0.0311591 | Time: 4259.91 ms [2021-08-20 20:17:05 main:574] : INFO : Epoch 1572 | loss: 0.0311345 | val_loss: 0.0311549 | Time: 4125.3 ms [2021-08-20 20:17:09 main:574] : INFO : Epoch 1573 | loss: 0.0311357 | val_loss: 0.0311585 | Time: 4119.52 ms [2021-08-20 20:17:13 main:574] : INFO : Epoch 1574 | loss: 0.0311354 | val_loss: 0.0311585 | Time: 4080.01 ms [2021-08-20 20:17:17 main:574] : INFO : Epoch 1575 | loss: 0.0311349 | val_loss: 0.0311555 | Time: 4094.57 ms [2021-08-20 20:17:21 main:574] : INFO : Epoch 1576 | loss: 0.031133 | val_loss: 0.031159 | Time: 4170.71 ms [2021-08-20 20:17:26 main:574] : INFO : Epoch 1577 | loss: 0.0311323 | val_loss: 0.0311546 | Time: 4248.73 ms [2021-08-20 20:17:30 main:574] : INFO : Epoch 1578 | loss: 0.0311316 | val_loss: 0.0311566 | Time: 4140.68 ms [2021-08-20 20:17:34 main:574] : INFO : Epoch 1579 | loss: 0.0311318 | val_loss: 0.0311571 | Time: 4188.4 ms [2021-08-20 20:17:38 main:574] : INFO : Epoch 1580 | loss: 0.0311326 | val_loss: 0.0311584 | Time: 4104.17 ms [2021-08-20 20:17:42 main:574] : INFO : Epoch 1581 | loss: 0.031134 | val_loss: 0.0311656 | Time: 4142.62 ms [2021-08-20 20:17:46 main:574] : INFO : Epoch 1582 | loss: 0.0311381 | val_loss: 0.0311666 | Time: 4099.7 ms [2021-08-20 20:17:51 main:574] : INFO : Epoch 1583 | loss: 0.0311379 | val_loss: 0.0311569 | Time: 4123.29 ms [2021-08-20 20:17:55 main:574] : INFO : Epoch 1584 | loss: 0.0311354 | val_loss: 0.031162 | Time: 4119.66 ms [2021-08-20 20:17:59 main:574] : INFO : Epoch 1585 | loss: 0.031136 | val_loss: 0.0311622 | Time: 4229.29 ms [2021-08-20 20:18:03 main:574] : INFO : Epoch 1586 | loss: 0.0311346 | val_loss: 0.0311587 | Time: 4177.82 ms [2021-08-20 20:18:07 main:574] : INFO : Epoch 1587 | loss: 0.0311335 | val_loss: 0.0311593 | Time: 4111.3 ms [2021-08-20 20:18:11 main:574] : INFO : Epoch 1588 | loss: 0.0311338 | val_loss: 0.0311611 | Time: 4146.37 ms [2021-08-20 20:18:16 main:574] : INFO : Epoch 1589 | loss: 0.031134 | val_loss: 0.0311574 | Time: 4244.63 ms [2021-08-20 20:18:20 main:574] : INFO : Epoch 1590 | loss: 0.0311339 | val_loss: 0.0311621 | Time: 4126.16 ms [2021-08-20 20:18:24 main:574] : INFO : Epoch 1591 | loss: 0.0311361 | val_loss: 0.0311575 | Time: 4156.11 ms [2021-08-20 20:18:28 main:574] : INFO : Epoch 1592 | loss: 0.031136 | val_loss: 0.0311679 | Time: 4155.16 ms [2021-08-20 20:18:32 main:574] : INFO : Epoch 1593 | loss: 0.0311341 | val_loss: 0.031161 | Time: 4047.89 ms [2021-08-20 20:18:36 main:574] : INFO : Epoch 1594 | loss: 0.0311317 | val_loss: 0.0311608 | Time: 4163.1 ms [2021-08-20 20:18:41 main:574] : INFO : Epoch 1595 | loss: 0.0311305 | val_loss: 0.0311594 | Time: 4159.48 ms [2021-08-20 20:18:45 main:574] : INFO : Epoch 1596 | loss: 0.0311332 | val_loss: 0.0311581 | Time: 4121.88 ms [2021-08-20 20:18:49 main:574] : INFO : Epoch 1597 | loss: 0.0311322 | val_loss: 0.0311616 | Time: 4317.81 ms [2021-08-20 20:18:53 main:574] : INFO : Epoch 1598 | loss: 0.0311324 | val_loss: 0.0311581 | Time: 4255.25 ms [2021-08-20 20:18:58 main:574] : INFO : Epoch 1599 | loss: 0.031131 | val_loss: 0.0311581 | Time: 4117.95 ms [2021-08-20 20:19:02 main:574] : INFO : Epoch 1600 | loss: 0.0311309 | val_loss: 0.0311631 | Time: 4219.94 ms [2021-08-20 20:19:06 main:574] : INFO : Epoch 1601 | loss: 0.031133 | val_loss: 0.0311563 | Time: 4108.98 ms [2021-08-20 20:19:10 main:574] : INFO : Epoch 1602 | loss: 0.0311294 | val_loss: 0.0311613 | Time: 4102.7 ms [2021-08-20 20:19:14 main:574] : INFO : Epoch 1603 | loss: 0.0311318 | val_loss: 0.0311599 | Time: 4219.5 ms [2021-08-20 20:19:18 main:574] : INFO : Epoch 1604 | loss: 0.0311314 | val_loss: 0.0311592 | Time: 4118.42 ms [2021-08-20 20:19:23 main:574] : INFO : Epoch 1605 | loss: 0.0311304 | val_loss: 0.0311611 | Time: 4174.18 ms [2021-08-20 20:19:27 main:574] : INFO : Epoch 1606 | loss: 0.0311323 | val_loss: 0.03116 | Time: 4364.86 ms [2021-08-20 20:19:31 main:574] : INFO : Epoch 1607 | loss: 0.0311417 | val_loss: 0.0311595 | Time: 4257.64 ms [2021-08-20 20:19:35 main:574] : INFO : Epoch 1608 | loss: 0.0311424 | val_loss: 0.0311561 | Time: 4150.21 ms [2021-08-20 20:19:40 main:574] : INFO : Epoch 1609 | loss: 0.0311414 | val_loss: 0.0311549 | Time: 4206.89 ms [2021-08-20 20:19:44 main:574] : INFO : Epoch 1610 | loss: 0.0311402 | val_loss: 0.0311552 | Time: 4294.56 ms [2021-08-20 20:19:48 main:574] : INFO : Epoch 1611 | loss: 0.0311376 | val_loss: 0.0311562 | Time: 4336.46 ms [2021-08-20 20:19:53 main:574] : INFO : Epoch 1612 | loss: 0.031137 | val_loss: 0.0311601 | Time: 4121.46 ms [2021-08-20 20:19:57 main:574] : INFO : Epoch 1613 | loss: 0.0311372 | val_loss: 0.0311559 | Time: 4106.65 ms [2021-08-20 20:20:01 main:574] : INFO : Epoch 1614 | loss: 0.0311363 | val_loss: 0.0311564 | Time: 4046.88 ms [2021-08-20 20:20:05 main:574] : INFO : Epoch 1615 | loss: 0.0311372 | val_loss: 0.0311545 | Time: 4101.36 ms [2021-08-20 20:20:09 main:574] : INFO : Epoch 1616 | loss: 0.0311361 | val_loss: 0.0311558 | Time: 4036.23 ms [2021-08-20 20:20:13 main:574] : INFO : Epoch 1617 | loss: 0.0311363 | val_loss: 0.0311553 | Time: 4014.48 ms [2021-08-20 20:20:17 main:574] : INFO : Epoch 1618 | loss: 0.0311361 | val_loss: 0.0311537 | Time: 4097.87 ms [2021-08-20 20:20:21 main:574] : INFO : Epoch 1619 | loss: 0.0311361 | val_loss: 0.0311525 | Time: 4123.84 ms [2021-08-20 20:20:25 main:574] : INFO : Epoch 1620 | loss: 0.0311366 | val_loss: 0.0311533 | Time: 4037.07 ms [2021-08-20 20:20:29 main:574] : INFO : Epoch 1621 | loss: 0.0311378 | val_loss: 0.031159 | Time: 4024.33 ms [2021-08-20 20:20:33 main:574] : INFO : Epoch 1622 | loss: 0.0311356 | val_loss: 0.0311546 | Time: 4140.69 ms [2021-08-20 20:20:38 main:574] : INFO : Epoch 1623 | loss: 0.0311351 | val_loss: 0.0311544 | Time: 4212.89 ms [2021-08-20 20:20:42 main:574] : INFO : Epoch 1624 | loss: 0.0311343 | val_loss: 0.0311533 | Time: 4176.43 ms [2021-08-20 20:20:46 main:574] : INFO : Epoch 1625 | loss: 0.0311334 | val_loss: 0.0311545 | Time: 4147.84 ms [2021-08-20 20:20:50 main:574] : INFO : Epoch 1626 | loss: 0.0311329 | val_loss: 0.0311538 | Time: 4086.24 ms [2021-08-20 20:20:54 main:574] : INFO : Epoch 1627 | loss: 0.0311327 | val_loss: 0.0311543 | Time: 4084.29 ms [2021-08-20 20:20:58 main:574] : INFO : Epoch 1628 | loss: 0.0311314 | val_loss: 0.0311553 | Time: 4035.73 ms [2021-08-20 20:21:03 main:574] : INFO : Epoch 1629 | loss: 0.0311323 | val_loss: 0.0311541 | Time: 4170.13 ms [2021-08-20 20:21:07 main:574] : INFO : Epoch 1630 | loss: 0.0311345 | val_loss: 0.0311577 | Time: 4121.43 ms [2021-08-20 20:21:11 main:574] : INFO : Epoch 1631 | loss: 0.0311364 | val_loss: 0.0311601 | Time: 4047.88 ms [2021-08-20 20:21:15 main:574] : INFO : Epoch 1632 | loss: 0.0311358 | val_loss: 0.0311579 | Time: 4090.24 ms [2021-08-20 20:21:19 main:574] : INFO : Epoch 1633 | loss: 0.031134 | val_loss: 0.0311568 | Time: 4109.93 ms [2021-08-20 20:21:23 main:574] : INFO : Epoch 1634 | loss: 0.0311353 | val_loss: 0.0311659 | Time: 4146.37 ms [2021-08-20 20:21:27 main:574] : INFO : Epoch 1635 | loss: 0.0311394 | val_loss: 0.0311677 | Time: 4105.01 ms [2021-08-20 20:21:32 main:574] : INFO : Epoch 1636 | loss: 0.031139 | val_loss: 0.0311644 | Time: 4143.84 ms [2021-08-20 20:21:36 main:574] : INFO : Epoch 1637 | loss: 0.0311384 | val_loss: 0.0311603 | Time: 4104.18 ms [2021-08-20 20:21:40 main:574] : INFO : Epoch 1638 | loss: 0.0311354 | val_loss: 0.031157 | Time: 4142.9 ms [2021-08-20 20:21:44 main:574] : INFO : Epoch 1639 | loss: 0.0311329 | val_loss: 0.0311582 | Time: 4056.01 ms [2021-08-20 20:21:48 main:574] : INFO : Epoch 1640 | loss: 0.0311322 | val_loss: 0.0311568 | Time: 4067.09 ms [2021-08-20 20:21:52 main:574] : INFO : Epoch 1641 | loss: 0.0311317 | val_loss: 0.0311597 | Time: 4169.57 ms [2021-08-20 20:21:56 main:574] : INFO : Epoch 1642 | loss: 0.0311361 | val_loss: 0.0311596 | Time: 4075.01 ms [2021-08-20 20:22:00 main:574] : INFO : Epoch 1643 | loss: 0.0311412 | val_loss: 0.0311586 | Time: 4130.41 ms [2021-08-20 20:22:05 main:574] : INFO : Epoch 1644 | loss: 0.0311385 | val_loss: 0.0311553 | Time: 4499.9 ms [2021-08-20 20:22:09 main:574] : INFO : Epoch 1645 | loss: 0.0311372 | val_loss: 0.0311552 | Time: 4054.67 ms [2021-08-20 20:22:13 main:574] : INFO : Epoch 1646 | loss: 0.0311391 | val_loss: 0.0311554 | Time: 4116.65 ms [2021-08-20 20:22:17 main:574] : INFO : Epoch 1647 | loss: 0.0311353 | val_loss: 0.0311612 | Time: 4042.37 ms [2021-08-20 20:22:21 main:574] : INFO : Epoch 1648 | loss: 0.0311354 | val_loss: 0.0311555 | Time: 4087.65 ms [2021-08-20 20:22:25 main:574] : INFO : Epoch 1649 | loss: 0.0311368 | val_loss: 0.0311567 | Time: 4124.72 ms [2021-08-20 20:22:30 main:574] : INFO : Epoch 1650 | loss: 0.0311363 | val_loss: 0.0311547 | Time: 4107.05 ms [2021-08-20 20:22:34 main:574] : INFO : Epoch 1651 | loss: 0.0311347 | val_loss: 0.0311569 | Time: 4105.22 ms [2021-08-20 20:22:38 main:574] : INFO : Epoch 1652 | loss: 0.0311355 | val_loss: 0.0311589 | Time: 4243.61 ms [2021-08-20 20:22:42 main:574] : INFO : Epoch 1653 | loss: 0.0311364 | val_loss: 0.0311575 | Time: 4139.82 ms [2021-08-20 20:22:46 main:574] : INFO : Epoch 1654 | loss: 0.0311361 | val_loss: 0.0311586 | Time: 4215.28 ms [2021-08-20 20:22:51 main:574] : INFO : Epoch 1655 | loss: 0.0311373 | val_loss: 0.0311579 | Time: 4240.51 ms [2021-08-20 20:22:55 main:574] : INFO : Epoch 1656 | loss: 0.0311353 | val_loss: 0.0311582 | Time: 4147.25 ms [2021-08-20 20:22:59 main:574] : INFO : Epoch 1657 | loss: 0.0311328 | val_loss: 0.0311558 | Time: 4185.83 ms [2021-08-20 20:23:03 main:574] : INFO : Epoch 1658 | loss: 0.0311325 | val_loss: 0.0311581 | Time: 4285.01 ms [2021-08-20 20:23:07 main:574] : INFO : Epoch 1659 | loss: 0.0311325 | val_loss: 0.0311592 | Time: 4043.33 ms [2021-08-20 20:23:12 main:574] : INFO : Epoch 1660 | loss: 0.0311337 | val_loss: 0.0311589 | Time: 4153.57 ms [2021-08-20 20:23:16 main:574] : INFO : Epoch 1661 | loss: 0.0311338 | val_loss: 0.0311548 | Time: 4115.9 ms [2021-08-20 20:23:20 main:574] : INFO : Epoch 1662 | loss: 0.0311329 | val_loss: 0.0311532 | Time: 4110.41 ms [2021-08-20 20:23:24 main:574] : INFO : Epoch 1663 | loss: 0.0311333 | val_loss: 0.0311555 | Time: 4054.98 ms [2021-08-20 20:23:28 main:574] : INFO : Epoch 1664 | loss: 0.0311369 | val_loss: 0.0311533 | Time: 4133.69 ms [2021-08-20 20:23:32 main:574] : INFO : Epoch 1665 | loss: 0.0311376 | val_loss: 0.0311615 | Time: 4189.86 ms [2021-08-20 20:23:36 main:574] : INFO : Epoch 1666 | loss: 0.0311351 | val_loss: 0.0311545 | Time: 4239.92 ms [2021-08-20 20:23:41 main:574] : INFO : Epoch 1667 | loss: 0.0311309 | val_loss: 0.0311537 | Time: 4167.97 ms [2021-08-20 20:23:45 main:574] : INFO : Epoch 1668 | loss: 0.0311308 | val_loss: 0.0311588 | Time: 4239.32 ms [2021-08-20 20:23:49 main:574] : INFO : Epoch 1669 | loss: 0.0311316 | val_loss: 0.0311549 | Time: 4155.73 ms [2021-08-20 20:23:53 main:574] : INFO : Epoch 1670 | loss: 0.0311325 | val_loss: 0.0311538 | Time: 4148.95 ms [2021-08-20 20:23:58 main:574] : INFO : Epoch 1671 | loss: 0.0311354 | val_loss: 0.0311547 | Time: 4277.53 ms [2021-08-20 20:24:02 main:574] : INFO : Epoch 1672 | loss: 0.0311346 | val_loss: 0.0311562 | Time: 4220.58 ms [2021-08-20 20:24:06 main:574] : INFO : Epoch 1673 | loss: 0.0311345 | val_loss: 0.0311566 | Time: 4060.84 ms [2021-08-20 20:24:10 main:574] : INFO : Epoch 1674 | loss: 0.031134 | val_loss: 0.031158 | Time: 4081.67 ms [2021-08-20 20:24:14 main:574] : INFO : Epoch 1675 | loss: 0.0311401 | val_loss: 0.0311561 | Time: 4088.9 ms [2021-08-20 20:24:18 main:574] : INFO : Epoch 1676 | loss: 0.0311378 | val_loss: 0.0311594 | Time: 4091.48 ms [2021-08-20 20:24:22 main:574] : INFO : Epoch 1677 | loss: 0.0311353 | val_loss: 0.0311578 | Time: 4074.82 ms [2021-08-20 20:24:27 main:574] : INFO : Epoch 1678 | loss: 0.0311341 | val_loss: 0.0311545 | Time: 4128.2 ms [2021-08-20 20:24:31 main:574] : INFO : Epoch 1679 | loss: 0.0311436 | val_loss: 0.031159 | Time: 4081.9 ms [2021-08-20 20:24:35 main:574] : INFO : Epoch 1680 | loss: 0.0311413 | val_loss: 0.0311561 | Time: 4163.29 ms [2021-08-20 20:24:39 main:574] : INFO : Epoch 1681 | loss: 0.0311436 | val_loss: 0.0311578 | Time: 4180.45 ms [2021-08-20 20:24:43 main:574] : INFO : Epoch 1682 | loss: 0.0311423 | val_loss: 0.0311568 | Time: 4175.12 ms [2021-08-20 20:24:47 main:574] : INFO : Epoch 1683 | loss: 0.0311415 | val_loss: 0.0311631 | Time: 4185.9 ms [2021-08-20 20:24:52 main:574] : INFO : Epoch 1684 | loss: 0.0311391 | val_loss: 0.031158 | Time: 4100.22 ms [2021-08-20 20:24:56 main:574] : INFO : Epoch 1685 | loss: 0.0311367 | val_loss: 0.0311567 | Time: 4384.51 ms [2021-08-20 20:25:00 main:574] : INFO : Epoch 1686 | loss: 0.0311355 | val_loss: 0.0311585 | Time: 4177.94 ms [2021-08-20 20:25:04 main:574] : INFO : Epoch 1687 | loss: 0.0311349 | val_loss: 0.0311574 | Time: 4189.38 ms [2021-08-20 20:25:08 main:574] : INFO : Epoch 1688 | loss: 0.0311341 | val_loss: 0.0311569 | Time: 4034.11 ms [2021-08-20 20:25:12 main:574] : INFO : Epoch 1689 | loss: 0.0311333 | val_loss: 0.0311567 | Time: 4008 ms [2021-08-20 20:25:17 main:574] : INFO : Epoch 1690 | loss: 0.0311315 | val_loss: 0.0311572 | Time: 4066.22 ms [2021-08-20 20:25:21 main:574] : INFO : Epoch 1691 | loss: 0.0311329 | val_loss: 0.0311574 | Time: 4026.39 ms [2021-08-20 20:25:25 main:574] : INFO : Epoch 1692 | loss: 0.0311323 | val_loss: 0.0311538 | Time: 4137.06 ms [2021-08-20 20:25:29 main:574] : INFO : Epoch 1693 | loss: 0.0311308 | val_loss: 0.0311562 | Time: 4088.34 ms [2021-08-20 20:25:33 main:574] : INFO : Epoch 1694 | loss: 0.0311303 | val_loss: 0.0311549 | Time: 4199.33 ms [2021-08-20 20:25:37 main:574] : INFO : Epoch 1695 | loss: 0.0311315 | val_loss: 0.0311595 | Time: 4141.5 ms [2021-08-20 20:25:41 main:574] : INFO : Epoch 1696 | loss: 0.0311327 | val_loss: 0.0311547 | Time: 4118.78 ms [2021-08-20 20:25:46 main:574] : INFO : Epoch 1697 | loss: 0.0311314 | val_loss: 0.0311555 | Time: 4177.39 ms [2021-08-20 20:25:50 main:574] : INFO : Epoch 1698 | loss: 0.0311313 | val_loss: 0.03116 | Time: 4099.69 ms [2021-08-20 20:25:54 main:574] : INFO : Epoch 1699 | loss: 0.0311316 | val_loss: 0.0311588 | Time: 4054.74 ms [2021-08-20 20:25:58 main:574] : INFO : Epoch 1700 | loss: 0.0311305 | val_loss: 0.0311557 | Time: 4061.57 ms [2021-08-20 20:26:02 main:574] : INFO : Epoch 1701 | loss: 0.0311293 | val_loss: 0.0311593 | Time: 4569.47 ms [2021-08-20 20:26:06 main:574] : INFO : Epoch 1702 | loss: 0.0311294 | val_loss: 0.0311589 | Time: 4074.16 ms [2021-08-20 20:26:11 main:574] : INFO : Epoch 1703 | loss: 0.0311288 | val_loss: 0.0311571 | Time: 4051.4 ms [2021-08-20 20:26:15 main:574] : INFO : Epoch 1704 | loss: 0.0311275 | val_loss: 0.0311556 | Time: 4071.78 ms [2021-08-20 20:26:19 main:574] : INFO : Epoch 1705 | loss: 0.0311268 | val_loss: 0.0311563 | Time: 3989.09 ms [2021-08-20 20:26:23 main:574] : INFO : Epoch 1706 | loss: 0.0311284 | val_loss: 0.0311562 | Time: 4081.89 ms [2021-08-20 20:26:27 main:574] : INFO : Epoch 1707 | loss: 0.0311283 | val_loss: 0.0311564 | Time: 4229.61 ms [2021-08-20 20:26:31 main:574] : INFO : Epoch 1708 | loss: 0.0311287 | val_loss: 0.0311561 | Time: 4054.79 ms [2021-08-20 20:26:35 main:574] : INFO : Epoch 1709 | loss: 0.0311279 | val_loss: 0.0311583 | Time: 4046.3 ms [2021-08-20 20:26:39 main:574] : INFO : Epoch 1710 | loss: 0.0311263 | val_loss: 0.0311557 | Time: 4094.51 ms [2021-08-20 20:26:43 main:574] : INFO : Epoch 1711 | loss: 0.0311255 | val_loss: 0.0311596 | Time: 4101.1 ms [2021-08-20 20:26:48 main:574] : INFO : Epoch 1712 | loss: 0.0311288 | val_loss: 0.031154 | Time: 4102.49 ms [2021-08-20 20:26:52 main:574] : INFO : Epoch 1713 | loss: 0.0311265 | val_loss: 0.0311571 | Time: 4138.44 ms [2021-08-20 20:26:56 main:574] : INFO : Epoch 1714 | loss: 0.0311281 | val_loss: 0.0311596 | Time: 4133.05 ms [2021-08-20 20:27:00 main:574] : INFO : Epoch 1715 | loss: 0.0311272 | val_loss: 0.0311575 | Time: 4133.25 ms [2021-08-20 20:27:04 main:574] : INFO : Epoch 1716 | loss: 0.0311267 | val_loss: 0.0311602 | Time: 4223.31 ms [2021-08-20 20:27:08 main:574] : INFO : Epoch 1717 | loss: 0.0311273 | val_loss: 0.0311604 | Time: 4122.47 ms [2021-08-20 20:27:12 main:574] : INFO : Epoch 1718 | loss: 0.0311284 | val_loss: 0.0311614 | Time: 4057.42 ms [2021-08-20 20:27:17 main:574] : INFO : Epoch 1719 | loss: 0.0311296 | val_loss: 0.0311563 | Time: 4219.93 ms [2021-08-20 20:27:21 main:574] : INFO : Epoch 1720 | loss: 0.0311275 | val_loss: 0.031157 | Time: 4297.33 ms [2021-08-20 20:27:25 main:574] : INFO : Epoch 1721 | loss: 0.031127 | val_loss: 0.031166 | Time: 4153.18 ms [2021-08-20 20:27:29 main:574] : INFO : Epoch 1722 | loss: 0.0311278 | val_loss: 0.0311597 | Time: 4174.44 ms [2021-08-20 20:27:34 main:574] : INFO : Epoch 1723 | loss: 0.031126 | val_loss: 0.0311613 | Time: 4243.34 ms [2021-08-20 20:27:38 main:574] : INFO : Epoch 1724 | loss: 0.0311342 | val_loss: 0.0311594 | Time: 4080.61 ms [2021-08-20 20:27:42 main:574] : INFO : Epoch 1725 | loss: 0.0311361 | val_loss: 0.0311608 | Time: 4147.88 ms [2021-08-20 20:27:46 main:574] : INFO : Epoch 1726 | loss: 0.0311333 | val_loss: 0.0311592 | Time: 4154.24 ms [2021-08-20 20:27:50 main:574] : INFO : Epoch 1727 | loss: 0.0311601 | val_loss: 0.0312859 | Time: 4167.79 ms [2021-08-20 20:27:54 main:574] : INFO : Epoch 1728 | loss: 0.0342878 | val_loss: 0.0327868 | Time: 4172.57 ms [2021-08-20 20:27:59 main:574] : INFO : Epoch 1729 | loss: 0.0375714 | val_loss: 0.0321595 | Time: 4124.78 ms [2021-08-20 20:28:03 main:574] : INFO : Epoch 1730 | loss: 0.0317562 | val_loss: 0.0313652 | Time: 4172.14 ms [2021-08-20 20:28:07 main:574] : INFO : Epoch 1731 | loss: 0.0313199 | val_loss: 0.0312953 | Time: 4054.32 ms [2021-08-20 20:28:11 main:574] : INFO : Epoch 1732 | loss: 0.0312542 | val_loss: 0.0312294 | Time: 4069.87 ms [2021-08-20 20:28:15 main:574] : INFO : Epoch 1733 | loss: 0.0312238 | val_loss: 0.0312168 | Time: 4040.6 ms [2021-08-20 20:28:19 main:574] : INFO : Epoch 1734 | loss: 0.0312186 | val_loss: 0.0312175 | Time: 4094.06 ms [2021-08-20 20:28:23 main:574] : INFO : Epoch 1735 | loss: 0.0312099 | val_loss: 0.0312158 | Time: 4115.87 ms [2021-08-20 20:28:27 main:574] : INFO : Epoch 1736 | loss: 0.0312109 | val_loss: 0.0312049 | Time: 4091.44 ms [2021-08-20 20:28:32 main:574] : INFO : Epoch 1737 | loss: 0.0312044 | val_loss: 0.0312087 | Time: 4153.6 ms [2021-08-20 20:28:36 main:574] : INFO : Epoch 1738 | loss: 0.0312031 | val_loss: 0.0311993 | Time: 4185.45 ms [2021-08-20 20:28:40 main:574] : INFO : Epoch 1739 | loss: 0.0311993 | val_loss: 0.0312005 | Time: 4125.59 ms [2021-08-20 20:28:44 main:574] : INFO : Epoch 1740 | loss: 0.0311984 | val_loss: 0.0312008 | Time: 4183.97 ms [2021-08-20 20:28:48 main:574] : INFO : Epoch 1741 | loss: 0.0312009 | val_loss: 0.0311974 | Time: 4069.74 ms [2021-08-20 20:28:52 main:574] : INFO : Epoch 1742 | loss: 0.0311957 | val_loss: 0.0311941 | Time: 4118.2 ms [2021-08-20 20:28:57 main:574] : INFO : Epoch 1743 | loss: 0.0311936 | val_loss: 0.0312056 | Time: 4084.46 ms [2021-08-20 20:29:01 main:574] : INFO : Epoch 1744 | loss: 0.0311972 | val_loss: 0.0311955 | Time: 4188.02 ms [2021-08-20 20:29:05 main:574] : INFO : Epoch 1745 | loss: 0.0311954 | val_loss: 0.0311902 | Time: 4043.19 ms [2021-08-20 20:29:09 main:574] : INFO : Epoch 1746 | loss: 0.0311955 | val_loss: 0.0311893 | Time: 4059.05 ms [2021-08-20 20:29:13 main:574] : INFO : Epoch 1747 | loss: 0.0311898 | val_loss: 0.0311882 | Time: 4106.66 ms [2021-08-20 20:29:17 main:574] : INFO : Epoch 1748 | loss: 0.0311875 | val_loss: 0.0311873 | Time: 4201.54 ms [2021-08-20 20:29:21 main:574] : INFO : Epoch 1749 | loss: 0.0311857 | val_loss: 0.0311861 | Time: 4055.21 ms [2021-08-20 20:29:25 main:574] : INFO : Epoch 1750 | loss: 0.0311857 | val_loss: 0.0311897 | Time: 4113.53 ms [2021-08-20 20:29:30 main:574] : INFO : Epoch 1751 | loss: 0.0311874 | val_loss: 0.0311951 | Time: 4081.59 ms [2021-08-20 20:29:34 main:574] : INFO : Epoch 1752 | loss: 0.0311847 | val_loss: 0.0311852 | Time: 4163.55 ms [2021-08-20 20:29:38 main:574] : INFO : Epoch 1753 | loss: 0.0311836 | val_loss: 0.0311827 | Time: 4111.09 ms [2021-08-20 20:29:42 main:574] : INFO : Epoch 1754 | loss: 0.0311821 | val_loss: 0.0311824 | Time: 4121.58 ms [2021-08-20 20:29:46 main:574] : INFO : Epoch 1755 | loss: 0.0311806 | val_loss: 0.0311818 | Time: 4148.21 ms [2021-08-20 20:29:50 main:574] : INFO : Epoch 1756 | loss: 0.0311795 | val_loss: 0.0311832 | Time: 4228.85 ms [2021-08-20 20:29:55 main:574] : INFO : Epoch 1757 | loss: 0.0311804 | val_loss: 0.0311806 | Time: 4182.82 ms [2021-08-20 20:29:59 main:574] : INFO : Epoch 1758 | loss: 0.0311801 | val_loss: 0.0311862 | Time: 4186.79 ms [2021-08-20 20:30:03 main:574] : INFO : Epoch 1759 | loss: 0.0311785 | val_loss: 0.0311809 | Time: 4230.48 ms [2021-08-20 20:30:07 main:574] : INFO : Epoch 1760 | loss: 0.0311801 | val_loss: 0.0311826 | Time: 4230.11 ms [2021-08-20 20:30:11 main:574] : INFO : Epoch 1761 | loss: 0.0311799 | val_loss: 0.0311798 | Time: 4093.26 ms [2021-08-20 20:30:16 main:574] : INFO : Epoch 1762 | loss: 0.0311779 | val_loss: 0.031179 | Time: 4145.65 ms [2021-08-20 20:30:20 main:574] : INFO : Epoch 1763 | loss: 0.0311769 | val_loss: 0.0311811 | Time: 4125.07 ms [2021-08-20 20:30:24 main:574] : INFO : Epoch 1764 | loss: 0.0311759 | val_loss: 0.0311786 | Time: 4041.14 ms [2021-08-20 20:30:28 main:574] : INFO : Epoch 1765 | loss: 0.0311759 | val_loss: 0.0311856 | Time: 4114.76 ms [2021-08-20 20:30:32 main:574] : INFO : Epoch 1766 | loss: 0.0311761 | val_loss: 0.0311774 | Time: 4087.04 ms [2021-08-20 20:30:36 main:574] : INFO : Epoch 1767 | loss: 0.0311741 | val_loss: 0.0311777 | Time: 4114.55 ms [2021-08-20 20:30:40 main:574] : INFO : Epoch 1768 | loss: 0.0311748 | val_loss: 0.0311782 | Time: 4058.7 ms [2021-08-20 20:30:44 main:574] : INFO : Epoch 1769 | loss: 0.0311749 | val_loss: 0.0311773 | Time: 4033.55 ms [2021-08-20 20:30:49 main:574] : INFO : Epoch 1770 | loss: 0.0311756 | val_loss: 0.0311787 | Time: 4146.33 ms [2021-08-20 20:30:53 main:574] : INFO : Epoch 1771 | loss: 0.0311744 | val_loss: 0.0311763 | Time: 4116.74 ms [2021-08-20 20:30:57 main:574] : INFO : Epoch 1772 | loss: 0.0311742 | val_loss: 0.0311769 | Time: 4173.34 ms [2021-08-20 20:31:01 main:574] : INFO : Epoch 1773 | loss: 0.0311739 | val_loss: 0.0311767 | Time: 4157.2 ms [2021-08-20 20:31:05 main:574] : INFO : Epoch 1774 | loss: 0.0311735 | val_loss: 0.0311799 | Time: 4099.68 ms [2021-08-20 20:31:09 main:574] : INFO : Epoch 1775 | loss: 0.0311733 | val_loss: 0.0311763 | Time: 4043.9 ms [2021-08-20 20:31:13 main:574] : INFO : Epoch 1776 | loss: 0.0311729 | val_loss: 0.0311764 | Time: 4072.83 ms [2021-08-20 20:31:17 main:574] : INFO : Epoch 1777 | loss: 0.0311744 | val_loss: 0.0311801 | Time: 4032.73 ms [2021-08-20 20:31:21 main:574] : INFO : Epoch 1778 | loss: 0.0311723 | val_loss: 0.0311807 | Time: 4048.58 ms [2021-08-20 20:31:26 main:574] : INFO : Epoch 1779 | loss: 0.0311755 | val_loss: 0.0311771 | Time: 4132.01 ms [2021-08-20 20:31:30 main:574] : INFO : Epoch 1780 | loss: 0.0311731 | val_loss: 0.0311753 | Time: 4156.96 ms [2021-08-20 20:31:34 main:574] : INFO : Epoch 1781 | loss: 0.0311697 | val_loss: 0.0311744 | Time: 4125.62 ms [2021-08-20 20:31:38 main:574] : INFO : Epoch 1782 | loss: 0.0311688 | val_loss: 0.0311742 | Time: 4188.03 ms [2021-08-20 20:31:42 main:574] : INFO : Epoch 1783 | loss: 0.0311664 | val_loss: 0.0311767 | Time: 4041.76 ms [2021-08-20 20:31:46 main:574] : INFO : Epoch 1784 | loss: 0.0311648 | val_loss: 0.0311726 | Time: 4027.5 ms [2021-08-20 20:31:50 main:574] : INFO : Epoch 1785 | loss: 0.0311642 | val_loss: 0.0311716 | Time: 4129.5 ms [2021-08-20 20:31:55 main:574] : INFO : Epoch 1786 | loss: 0.0311614 | val_loss: 0.0311688 | Time: 4122.73 ms [2021-08-20 20:31:59 main:574] : INFO : Epoch 1787 | loss: 0.0311613 | val_loss: 0.0311707 | Time: 4159.56 ms [2021-08-20 20:32:03 main:574] : INFO : Epoch 1788 | loss: 0.0311602 | val_loss: 0.0311677 | Time: 4303.18 ms [2021-08-20 20:32:07 main:574] : INFO : Epoch 1789 | loss: 0.0311575 | val_loss: 0.0311711 | Time: 4079.65 ms [2021-08-20 20:32:11 main:574] : INFO : Epoch 1790 | loss: 0.0311549 | val_loss: 0.0311697 | Time: 4053.57 ms [2021-08-20 20:32:15 main:574] : INFO : Epoch 1791 | loss: 0.0311534 | val_loss: 0.0311654 | Time: 4066.14 ms [2021-08-20 20:32:19 main:574] : INFO : Epoch 1792 | loss: 0.0311526 | val_loss: 0.0311657 | Time: 4021.83 ms [2021-08-20 20:32:24 main:574] : INFO : Epoch 1793 | loss: 0.0311525 | val_loss: 0.0311693 | Time: 4112 ms [2021-08-20 20:32:28 main:574] : INFO : Epoch 1794 | loss: 0.0311519 | val_loss: 0.0311734 | Time: 4302.71 ms [2021-08-20 20:32:32 main:574] : INFO : Epoch 1795 | loss: 0.0311541 | val_loss: 0.0311673 | Time: 4521.42 ms [2021-08-20 20:32:37 main:574] : INFO : Epoch 1796 | loss: 0.0311544 | val_loss: 0.0311638 | Time: 4170.67 ms [2021-08-20 20:32:41 main:574] : INFO : Epoch 1797 | loss: 0.0311547 | val_loss: 0.0311632 | Time: 4173.09 ms [2021-08-20 20:32:45 main:574] : INFO : Epoch 1798 | loss: 0.0311533 | val_loss: 0.0311646 | Time: 4278.64 ms [2021-08-20 20:32:49 main:574] : INFO : Epoch 1799 | loss: 0.0311517 | val_loss: 0.0311621 | Time: 4184.01 ms [2021-08-20 20:32:53 main:574] : INFO : Epoch 1800 | loss: 0.0311519 | val_loss: 0.0311619 | Time: 4140.54 ms [2021-08-20 20:32:58 main:574] : INFO : Epoch 1801 | loss: 0.0311495 | val_loss: 0.031162 | Time: 4119.3 ms [2021-08-20 20:33:02 main:574] : INFO : Epoch 1802 | loss: 0.0311479 | val_loss: 0.0311624 | Time: 4297.45 ms [2021-08-20 20:33:06 main:574] : INFO : Epoch 1803 | loss: 0.0311488 | val_loss: 0.0311629 | Time: 4159.91 ms [2021-08-20 20:33:10 main:574] : INFO : Epoch 1804 | loss: 0.031149 | val_loss: 0.0311617 | Time: 4132.83 ms [2021-08-20 20:33:14 main:574] : INFO : Epoch 1805 | loss: 0.0311474 | val_loss: 0.031162 | Time: 4077.53 ms [2021-08-20 20:33:18 main:574] : INFO : Epoch 1806 | loss: 0.031149 | val_loss: 0.031163 | Time: 4072.48 ms [2021-08-20 20:33:22 main:574] : INFO : Epoch 1807 | loss: 0.0311501 | val_loss: 0.0311635 | Time: 4068.64 ms [2021-08-20 20:33:27 main:574] : INFO : Epoch 1808 | loss: 0.0311513 | val_loss: 0.0311648 | Time: 4272.02 ms [2021-08-20 20:33:31 main:574] : INFO : Epoch 1809 | loss: 0.0311486 | val_loss: 0.0311606 | Time: 4193.79 ms [2021-08-20 20:33:35 main:574] : INFO : Epoch 1810 | loss: 0.0311474 | val_loss: 0.0311605 | Time: 4209.81 ms [2021-08-20 20:33:39 main:574] : INFO : Epoch 1811 | loss: 0.0311456 | val_loss: 0.031161 | Time: 4235 ms [2021-08-20 20:33:44 main:574] : INFO : Epoch 1812 | loss: 0.0311452 | val_loss: 0.0311601 | Time: 4162.95 ms [2021-08-20 20:33:48 main:574] : INFO : Epoch 1813 | loss: 0.0311447 | val_loss: 0.0311568 | Time: 4137.2 ms [2021-08-20 20:33:52 main:574] : INFO : Epoch 1814 | loss: 0.0311439 | val_loss: 0.031161 | Time: 4114.68 ms [2021-08-20 20:33:56 main:574] : INFO : Epoch 1815 | loss: 0.0311456 | val_loss: 0.031156 | Time: 4128.72 ms [2021-08-20 20:34:00 main:574] : INFO : Epoch 1816 | loss: 0.031145 | val_loss: 0.0311615 | Time: 4142.39 ms [2021-08-20 20:34:04 main:574] : INFO : Epoch 1817 | loss: 0.0311475 | val_loss: 0.0311597 | Time: 4182.38 ms [2021-08-20 20:34:09 main:574] : INFO : Epoch 1818 | loss: 0.0311431 | val_loss: 0.0311616 | Time: 4085.08 ms [2021-08-20 20:34:13 main:574] : INFO : Epoch 1819 | loss: 0.0311493 | val_loss: 0.0311604 | Time: 4020.6 ms [2021-08-20 20:34:17 main:574] : INFO : Epoch 1820 | loss: 0.0311524 | val_loss: 0.0311651 | Time: 4043.74 ms [2021-08-20 20:34:21 main:574] : INFO : Epoch 1821 | loss: 0.0311494 | val_loss: 0.0311755 | Time: 4082.39 ms [2021-08-20 20:34:25 main:574] : INFO : Epoch 1822 | loss: 0.0311506 | val_loss: 0.0311628 | Time: 4142.11 ms [2021-08-20 20:34:29 main:574] : INFO : Epoch 1823 | loss: 0.0311482 | val_loss: 0.0311654 | Time: 4402.1 ms [2021-08-20 20:34:34 main:574] : INFO : Epoch 1824 | loss: 0.0311476 | val_loss: 0.031165 | Time: 4245.29 ms [2021-08-20 20:34:38 main:574] : INFO : Epoch 1825 | loss: 0.0311464 | val_loss: 0.0311607 | Time: 4254.16 ms [2021-08-20 20:34:42 main:574] : INFO : Epoch 1826 | loss: 0.0311436 | val_loss: 0.0311595 | Time: 4210.56 ms [2021-08-20 20:34:46 main:574] : INFO : Epoch 1827 | loss: 0.0311422 | val_loss: 0.0311613 | Time: 4217.92 ms [2021-08-20 20:34:50 main:574] : INFO : Epoch 1828 | loss: 0.0311433 | val_loss: 0.0311606 | Time: 4087.61 ms [2021-08-20 20:34:55 main:574] : INFO : Epoch 1829 | loss: 0.031144 | val_loss: 0.0311619 | Time: 4104.99 ms [2021-08-20 20:34:59 main:574] : INFO : Epoch 1830 | loss: 0.0311435 | val_loss: 0.031164 | Time: 4101.3 ms [2021-08-20 20:35:03 main:574] : INFO : Epoch 1831 | loss: 0.031144 | val_loss: 0.0311617 | Time: 4192.46 ms [2021-08-20 20:35:07 main:574] : INFO : Epoch 1832 | loss: 0.0311424 | val_loss: 0.031158 | Time: 4051.99 ms [2021-08-20 20:35:11 main:574] : INFO : Epoch 1833 | loss: 0.0311405 | val_loss: 0.0311597 | Time: 3995.3 ms [2021-08-20 20:35:15 main:574] : INFO : Epoch 1834 | loss: 0.0311411 | val_loss: 0.0311569 | Time: 4086.69 ms [2021-08-20 20:35:19 main:574] : INFO : Epoch 1835 | loss: 0.0311402 | val_loss: 0.0311625 | Time: 4063.78 ms [2021-08-20 20:35:23 main:574] : INFO : Epoch 1836 | loss: 0.0311401 | val_loss: 0.0311624 | Time: 4061.95 ms [2021-08-20 20:35:27 main:574] : INFO : Epoch 1837 | loss: 0.0311395 | val_loss: 0.0311613 | Time: 4116.19 ms [2021-08-20 20:35:32 main:574] : INFO : Epoch 1838 | loss: 0.0311391 | val_loss: 0.0311658 | Time: 4176.78 ms [2021-08-20 20:35:36 main:574] : INFO : Epoch 1839 | loss: 0.0311405 | val_loss: 0.0311644 | Time: 4108.16 ms [2021-08-20 20:35:40 main:574] : INFO : Epoch 1840 | loss: 0.0311402 | val_loss: 0.0311608 | Time: 4073.32 ms [2021-08-20 20:35:44 main:574] : INFO : Epoch 1841 | loss: 0.0311429 | val_loss: 0.0311584 | Time: 4110.91 ms [2021-08-20 20:35:48 main:574] : INFO : Epoch 1842 | loss: 0.0311417 | val_loss: 0.0311635 | Time: 4174.54 ms [2021-08-20 20:35:52 main:574] : INFO : Epoch 1843 | loss: 0.0311408 | val_loss: 0.0311602 | Time: 4102.14 ms [2021-08-20 20:35:56 main:574] : INFO : Epoch 1844 | loss: 0.0311409 | val_loss: 0.0311561 | Time: 4083.34 ms [2021-08-20 20:36:01 main:574] : INFO : Epoch 1845 | loss: 0.0311386 | val_loss: 0.0311568 | Time: 4331.41 ms [2021-08-20 20:36:05 main:574] : INFO : Epoch 1846 | loss: 0.0311391 | val_loss: 0.0311571 | Time: 4244.43 ms [2021-08-20 20:36:09 main:574] : INFO : Epoch 1847 | loss: 0.0311421 | val_loss: 0.031166 | Time: 4074.25 ms [2021-08-20 20:36:13 main:574] : INFO : Epoch 1848 | loss: 0.0311414 | val_loss: 0.0311637 | Time: 4141.45 ms [2021-08-20 20:36:17 main:574] : INFO : Epoch 1849 | loss: 0.0311367 | val_loss: 0.0311587 | Time: 4122.99 ms [2021-08-20 20:36:22 main:574] : INFO : Epoch 1850 | loss: 0.0311379 | val_loss: 0.0311647 | Time: 4098.28 ms [2021-08-20 20:36:26 main:574] : INFO : Epoch 1851 | loss: 0.0311409 | val_loss: 0.0311625 | Time: 4053.17 ms [2021-08-20 20:36:30 main:574] : INFO : Epoch 1852 | loss: 0.0311404 | val_loss: 0.0311645 | Time: 4068.46 ms [2021-08-20 20:36:34 main:574] : INFO : Epoch 1853 | loss: 0.0311432 | val_loss: 0.0311654 | Time: 4094.31 ms [2021-08-20 20:36:38 main:574] : INFO : Epoch 1854 | loss: 0.0311464 | val_loss: 0.0311635 | Time: 4052.53 ms [2021-08-20 20:36:42 main:574] : INFO : Epoch 1855 | loss: 0.0311441 | val_loss: 0.0311596 | Time: 4111.81 ms [2021-08-20 20:36:46 main:574] : INFO : Epoch 1856 | loss: 0.031143 | val_loss: 0.031159 | Time: 4207.98 ms [2021-08-20 20:36:50 main:574] : INFO : Epoch 1857 | loss: 0.0311413 | val_loss: 0.0311593 | Time: 4012.52 ms [2021-08-20 20:36:54 main:574] : INFO : Epoch 1858 | loss: 0.0311398 | val_loss: 0.0311587 | Time: 4077.21 ms [2021-08-20 20:36:59 main:574] : INFO : Epoch 1859 | loss: 0.0311397 | val_loss: 0.0311608 | Time: 4266.4 ms [2021-08-20 20:37:03 main:574] : INFO : Epoch 1860 | loss: 0.0311385 | val_loss: 0.0311614 | Time: 4112.86 ms [2021-08-20 20:37:07 main:574] : INFO : Epoch 1861 | loss: 0.0311458 | val_loss: 0.031161 | Time: 4004.24 ms [2021-08-20 20:37:11 main:574] : INFO : Epoch 1862 | loss: 0.0311433 | val_loss: 0.0311605 | Time: 4007.84 ms [2021-08-20 20:37:15 main:574] : INFO : Epoch 1863 | loss: 0.0311394 | val_loss: 0.0311577 | Time: 4094.75 ms [2021-08-20 20:37:19 main:574] : INFO : Epoch 1864 | loss: 0.0311377 | val_loss: 0.0311592 | Time: 4008.19 ms [2021-08-20 20:37:23 main:574] : INFO : Epoch 1865 | loss: 0.0311381 | val_loss: 0.0311598 | Time: 4057.81 ms [2021-08-20 20:37:27 main:574] : INFO : Epoch 1866 | loss: 0.0311365 | val_loss: 0.0311634 | Time: 4164.43 ms [2021-08-20 20:37:31 main:574] : INFO : Epoch 1867 | loss: 0.0311368 | val_loss: 0.0311556 | Time: 4098.69 ms [2021-08-20 20:37:36 main:574] : INFO : Epoch 1868 | loss: 0.0311355 | val_loss: 0.0311607 | Time: 4356.05 ms [2021-08-20 20:37:40 main:574] : INFO : Epoch 1869 | loss: 0.0311358 | val_loss: 0.0311553 | Time: 4318.99 ms [2021-08-20 20:37:44 main:574] : INFO : Epoch 1870 | loss: 0.0311348 | val_loss: 0.0311569 | Time: 4184.79 ms [2021-08-20 20:37:49 main:574] : INFO : Epoch 1871 | loss: 0.0311396 | val_loss: 0.031162 | Time: 4186.21 ms [2021-08-20 20:37:53 main:574] : INFO : Epoch 1872 | loss: 0.0311386 | val_loss: 0.0311592 | Time: 4076.95 ms [2021-08-20 20:37:57 main:574] : INFO : Epoch 1873 | loss: 0.031139 | val_loss: 0.0311628 | Time: 4136.38 ms [2021-08-20 20:38:01 main:574] : INFO : Epoch 1874 | loss: 0.0311363 | val_loss: 0.0311607 | Time: 4110.81 ms [2021-08-20 20:38:05 main:574] : INFO : Epoch 1875 | loss: 0.0311347 | val_loss: 0.0311631 | Time: 4113.71 ms [2021-08-20 20:38:09 main:574] : INFO : Epoch 1876 | loss: 0.0311337 | val_loss: 0.031163 | Time: 4168.08 ms [2021-08-20 20:38:14 main:574] : INFO : Epoch 1877 | loss: 0.031134 | val_loss: 0.031162 | Time: 4211.24 ms [2021-08-20 20:38:18 main:574] : INFO : Epoch 1878 | loss: 0.0311326 | val_loss: 0.0311597 | Time: 4088.52 ms [2021-08-20 20:38:22 main:574] : INFO : Epoch 1879 | loss: 0.0311334 | val_loss: 0.0311572 | Time: 4089.01 ms [2021-08-20 20:38:26 main:574] : INFO : Epoch 1880 | loss: 0.0311332 | val_loss: 0.0311626 | Time: 4137.58 ms [2021-08-20 20:38:30 main:574] : INFO : Epoch 1881 | loss: 0.0311336 | val_loss: 0.0311609 | Time: 4110.52 ms [2021-08-20 20:38:34 main:574] : INFO : Epoch 1882 | loss: 0.0311327 | val_loss: 0.0311611 | Time: 4196.3 ms [2021-08-20 20:38:38 main:574] : INFO : Epoch 1883 | loss: 0.0311353 | val_loss: 0.0311629 | Time: 4113.31 ms [2021-08-20 20:38:42 main:574] : INFO : Epoch 1884 | loss: 0.0311379 | val_loss: 0.0311621 | Time: 4085.21 ms [2021-08-20 20:38:47 main:574] : INFO : Epoch 1885 | loss: 0.0311368 | val_loss: 0.0311625 | Time: 4184.1 ms [2021-08-20 20:38:51 main:574] : INFO : Epoch 1886 | loss: 0.0311356 | val_loss: 0.0311641 | Time: 4167.31 ms [2021-08-20 20:38:55 main:574] : INFO : Epoch 1887 | loss: 0.0311357 | val_loss: 0.0311589 | Time: 4236.64 ms [2021-08-20 20:38:59 main:574] : INFO : Epoch 1888 | loss: 0.0311377 | val_loss: 0.0311633 | Time: 4158.88 ms [2021-08-20 20:39:04 main:574] : INFO : Epoch 1889 | loss: 0.0311358 | val_loss: 0.0311588 | Time: 4128.97 ms [2021-08-20 20:39:08 main:574] : INFO : Epoch 1890 | loss: 0.0311355 | val_loss: 0.0311637 | Time: 4075.74 ms [2021-08-20 20:39:12 main:574] : INFO : Epoch 1891 | loss: 0.0311365 | val_loss: 0.0311656 | Time: 4142.37 ms [2021-08-20 20:39:16 main:574] : INFO : Epoch 1892 | loss: 0.031135 | val_loss: 0.0311637 | Time: 4134.23 ms [2021-08-20 20:39:20 main:574] : INFO : Epoch 1893 | loss: 0.0311336 | val_loss: 0.0311613 | Time: 4230.8 ms [2021-08-20 20:39:24 main:574] : INFO : Epoch 1894 | loss: 0.0311314 | val_loss: 0.0311581 | Time: 4063.83 ms [2021-08-20 20:39:28 main:574] : INFO : Epoch 1895 | loss: 0.031135 | val_loss: 0.0311549 | Time: 4136.45 ms [2021-08-20 20:39:33 main:574] : INFO : Epoch 1896 | loss: 0.0311339 | val_loss: 0.0311569 | Time: 4097.51 ms [2021-08-20 20:39:37 main:574] : INFO : Epoch 1897 | loss: 0.0311349 | val_loss: 0.031162 | Time: 4191.51 ms [2021-08-20 20:39:41 main:574] : INFO : Epoch 1898 | loss: 0.0311337 | val_loss: 0.0311615 | Time: 4085.41 ms [2021-08-20 20:39:45 main:574] : INFO : Epoch 1899 | loss: 0.0311326 | val_loss: 0.0311591 | Time: 4148.28 ms [2021-08-20 20:39:49 main:574] : INFO : Epoch 1900 | loss: 0.0311318 | val_loss: 0.031157 | Time: 4093.51 ms [2021-08-20 20:39:53 main:574] : INFO : Epoch 1901 | loss: 0.0311327 | val_loss: 0.0311615 | Time: 4131.81 ms [2021-08-20 20:39:57 main:574] : INFO : Epoch 1902 | loss: 0.0311318 | val_loss: 0.0311638 | Time: 4095.87 ms [2021-08-20 20:40:02 main:574] : INFO : Epoch 1903 | loss: 0.0311321 | val_loss: 0.0311635 | Time: 4143.66 ms [2021-08-20 20:40:06 main:574] : INFO : Epoch 1904 | loss: 0.0311321 | val_loss: 0.0311575 | Time: 4094.89 ms [2021-08-20 20:40:10 main:574] : INFO : Epoch 1905 | loss: 0.0311311 | val_loss: 0.0311576 | Time: 4075.11 ms [2021-08-20 20:40:14 main:574] : INFO : Epoch 1906 | loss: 0.0311334 | val_loss: 0.03116 | Time: 4231.85 ms [2021-08-20 20:40:18 main:574] : INFO : Epoch 1907 | loss: 0.0311339 | val_loss: 0.0311626 | Time: 4152.33 ms [2021-08-20 20:40:22 main:574] : INFO : Epoch 1908 | loss: 0.0311346 | val_loss: 0.0311591 | Time: 4118.77 ms [2021-08-20 20:40:27 main:574] : INFO : Epoch 1909 | loss: 0.0311314 | val_loss: 0.0311606 | Time: 4162.69 ms [2021-08-20 20:40:31 main:574] : INFO : Epoch 1910 | loss: 0.0311314 | val_loss: 0.0311608 | Time: 4239.77 ms [2021-08-20 20:40:35 main:574] : INFO : Epoch 1911 | loss: 0.031134 | val_loss: 0.0311663 | Time: 4235.68 ms [2021-08-20 20:40:39 main:574] : INFO : Epoch 1912 | loss: 0.0311338 | val_loss: 0.0311604 | Time: 4115.54 ms [2021-08-20 20:40:43 main:574] : INFO : Epoch 1913 | loss: 0.0311324 | val_loss: 0.0311603 | Time: 4128.15 ms [2021-08-20 20:40:47 main:574] : INFO : Epoch 1914 | loss: 0.0311335 | val_loss: 0.0311592 | Time: 4023.38 ms [2021-08-20 20:40:51 main:574] : INFO : Epoch 1915 | loss: 0.0311307 | val_loss: 0.031158 | Time: 4054.09 ms [2021-08-20 20:40:55 main:574] : INFO : Epoch 1916 | loss: 0.031132 | val_loss: 0.0311661 | Time: 4063.65 ms [2021-08-20 20:41:00 main:574] : INFO : Epoch 1917 | loss: 0.0311297 | val_loss: 0.0311595 | Time: 4018.84 ms [2021-08-20 20:41:04 main:574] : INFO : Epoch 1918 | loss: 0.0311298 | val_loss: 0.0311605 | Time: 4191.89 ms [2021-08-20 20:41:08 main:574] : INFO : Epoch 1919 | loss: 0.0311294 | val_loss: 0.0311595 | Time: 4059.25 ms [2021-08-20 20:41:12 main:574] : INFO : Epoch 1920 | loss: 0.0311286 | val_loss: 0.0311595 | Time: 4045.92 ms [2021-08-20 20:41:16 main:574] : INFO : Epoch 1921 | loss: 0.0311272 | val_loss: 0.0311594 | Time: 4050.39 ms [2021-08-20 20:41:20 main:574] : INFO : Epoch 1922 | loss: 0.0311293 | val_loss: 0.0311661 | Time: 4075.72 ms [2021-08-20 20:41:24 main:574] : INFO : Epoch 1923 | loss: 0.0311288 | val_loss: 0.0311577 | Time: 4057.47 ms [2021-08-20 20:41:28 main:574] : INFO : Epoch 1924 | loss: 0.0311279 | val_loss: 0.031162 | Time: 4021.05 ms [2021-08-20 20:41:32 main:574] : INFO : Epoch 1925 | loss: 0.0311282 | val_loss: 0.0311602 | Time: 4119.88 ms [2021-08-20 20:41:36 main:574] : INFO : Epoch 1926 | loss: 0.0311274 | val_loss: 0.0311593 | Time: 4099.2 ms [2021-08-20 20:41:41 main:574] : INFO : Epoch 1927 | loss: 0.0311292 | val_loss: 0.0311616 | Time: 4140.01 ms [2021-08-20 20:41:45 main:574] : INFO : Epoch 1928 | loss: 0.0311309 | val_loss: 0.0311607 | Time: 4174.73 ms [2021-08-20 20:41:49 main:574] : INFO : Epoch 1929 | loss: 0.0311274 | val_loss: 0.0311632 | Time: 4105.76 ms [2021-08-20 20:41:53 main:574] : INFO : Epoch 1930 | loss: 0.0311333 | val_loss: 0.0311603 | Time: 4086.11 ms [2021-08-20 20:41:57 main:574] : INFO : Epoch 1931 | loss: 0.0311336 | val_loss: 0.031165 | Time: 4139.68 ms [2021-08-20 20:42:02 main:574] : INFO : Epoch 1932 | loss: 0.0311311 | val_loss: 0.0311622 | Time: 4231.96 ms [2021-08-20 20:42:06 main:574] : INFO : Epoch 1933 | loss: 0.0311303 | val_loss: 0.031158 | Time: 4141.64 ms [2021-08-20 20:42:10 main:574] : INFO : Epoch 1934 | loss: 0.0311314 | val_loss: 0.0311608 | Time: 4102.43 ms [2021-08-20 20:42:14 main:574] : INFO : Epoch 1935 | loss: 0.0311289 | val_loss: 0.0311566 | Time: 4097.79 ms [2021-08-20 20:42:18 main:574] : INFO : Epoch 1936 | loss: 0.031128 | val_loss: 0.031158 | Time: 4041.57 ms [2021-08-20 20:42:22 main:574] : INFO : Epoch 1937 | loss: 0.0311266 | val_loss: 0.0311576 | Time: 4104.06 ms [2021-08-20 20:42:26 main:574] : INFO : Epoch 1938 | loss: 0.03113 | val_loss: 0.0311645 | Time: 4148.13 ms [2021-08-20 20:42:30 main:574] : INFO : Epoch 1939 | loss: 0.0311309 | val_loss: 0.0311601 | Time: 4079.58 ms [2021-08-20 20:42:35 main:574] : INFO : Epoch 1940 | loss: 0.0311282 | val_loss: 0.0311627 | Time: 4078.66 ms [2021-08-20 20:42:39 main:574] : INFO : Epoch 1941 | loss: 0.0311298 | val_loss: 0.0311598 | Time: 4111.57 ms [2021-08-20 20:42:43 main:574] : INFO : Epoch 1942 | loss: 0.0311312 | val_loss: 0.0311678 | Time: 4292.29 ms [2021-08-20 20:42:47 main:574] : INFO : Epoch 1943 | loss: 0.0311308 | val_loss: 0.031158 | Time: 4224.29 ms [2021-08-20 20:42:51 main:574] : INFO : Epoch 1944 | loss: 0.0311284 | val_loss: 0.0311551 | Time: 4098.77 ms [2021-08-20 20:42:56 main:574] : INFO : Epoch 1945 | loss: 0.0311287 | val_loss: 0.0311596 | Time: 4175.31 ms [2021-08-20 20:43:00 main:574] : INFO : Epoch 1946 | loss: 0.0311292 | val_loss: 0.0311588 | Time: 4124.59 ms [2021-08-20 20:43:04 main:574] : INFO : Epoch 1947 | loss: 0.0311279 | val_loss: 0.0311594 | Time: 4086.38 ms [2021-08-20 20:43:08 main:574] : INFO : Epoch 1948 | loss: 0.0311268 | val_loss: 0.0311642 | Time: 4022.85 ms [2021-08-20 20:43:12 main:574] : INFO : Epoch 1949 | loss: 0.0311284 | val_loss: 0.0311582 | Time: 4062.94 ms [2021-08-20 20:43:16 main:574] : INFO : Epoch 1950 | loss: 0.0311296 | val_loss: 0.0311551 | Time: 4054.98 ms [2021-08-20 20:43:20 main:574] : INFO : Epoch 1951 | loss: 0.0311305 | val_loss: 0.03116 | Time: 4062.56 ms [2021-08-20 20:43:24 main:574] : INFO : Epoch 1952 | loss: 0.0311281 | val_loss: 0.0311602 | Time: 4086.67 ms [2021-08-20 20:43:28 main:574] : INFO : Epoch 1953 | loss: 0.0311309 | val_loss: 0.0311579 | Time: 4141.47 ms [2021-08-20 20:43:33 main:574] : INFO : Epoch 1954 | loss: 0.0311313 | val_loss: 0.031158 | Time: 4182 ms [2021-08-20 20:43:37 main:574] : INFO : Epoch 1955 | loss: 0.0311284 | val_loss: 0.031155 | Time: 4162.07 ms [2021-08-20 20:43:41 main:574] : INFO : Epoch 1956 | loss: 0.0311273 | val_loss: 0.031158 | Time: 4166.9 ms [2021-08-20 20:43:45 main:574] : INFO : Epoch 1957 | loss: 0.0311297 | val_loss: 0.0311577 | Time: 4156.67 ms [2021-08-20 20:43:49 main:574] : INFO : Epoch 1958 | loss: 0.0311274 | val_loss: 0.0311607 | Time: 4259.37 ms [2021-08-20 20:43:53 main:574] : INFO : Epoch 1959 | loss: 0.0311265 | val_loss: 0.0311599 | Time: 4100.82 ms [2021-08-20 20:43:58 main:574] : INFO : Epoch 1960 | loss: 0.0311295 | val_loss: 0.0311588 | Time: 4135.01 ms [2021-08-20 20:44:02 main:574] : INFO : Epoch 1961 | loss: 0.031135 | val_loss: 0.0311624 | Time: 4176.93 ms [2021-08-20 20:44:06 main:574] : INFO : Epoch 1962 | loss: 0.0311313 | val_loss: 0.0311606 | Time: 4025.61 ms [2021-08-20 20:44:10 main:574] : INFO : Epoch 1963 | loss: 0.0311318 | val_loss: 0.0311589 | Time: 3980.94 ms [2021-08-20 20:44:14 main:574] : INFO : Epoch 1964 | loss: 0.0311318 | val_loss: 0.0311604 | Time: 4074.73 ms [2021-08-20 20:44:18 main:574] : INFO : Epoch 1965 | loss: 0.0311311 | val_loss: 0.0311586 | Time: 4106.43 ms [2021-08-20 20:44:22 main:574] : INFO : Epoch 1966 | loss: 0.0311289 | val_loss: 0.0311623 | Time: 4077.27 ms [2021-08-20 20:44:26 main:574] : INFO : Epoch 1967 | loss: 0.0311299 | val_loss: 0.031172 | Time: 4133.04 ms [2021-08-20 20:44:31 main:574] : INFO : Epoch 1968 | loss: 0.0311329 | val_loss: 0.0311651 | Time: 4313.8 ms [2021-08-20 20:44:35 main:574] : INFO : Epoch 1969 | loss: 0.0311351 | val_loss: 0.0311672 | Time: 4484.86 ms [2021-08-20 20:44:39 main:574] : INFO : Epoch 1970 | loss: 0.0311304 | val_loss: 0.0311597 | Time: 4167.88 ms [2021-08-20 20:44:44 main:574] : INFO : Epoch 1971 | loss: 0.0311277 | val_loss: 0.0311612 | Time: 4206.72 ms [2021-08-20 20:44:48 main:574] : INFO : Epoch 1972 | loss: 0.0311279 | val_loss: 0.0311592 | Time: 4180.88 ms [2021-08-20 20:44:52 main:574] : INFO : Epoch 1973 | loss: 0.031128 | val_loss: 0.031163 | Time: 4154.82 ms [2021-08-20 20:44:56 main:574] : INFO : Epoch 1974 | loss: 0.0311283 | val_loss: 0.0311601 | Time: 4140.13 ms [2021-08-20 20:45:00 main:574] : INFO : Epoch 1975 | loss: 0.0311279 | val_loss: 0.0311613 | Time: 4161.65 ms [2021-08-20 20:45:04 main:574] : INFO : Epoch 1976 | loss: 0.0311326 | val_loss: 0.0311603 | Time: 4142.6 ms [2021-08-20 20:45:09 main:574] : INFO : Epoch 1977 | loss: 0.031132 | val_loss: 0.0311604 | Time: 4127.78 ms [2021-08-20 20:45:13 main:574] : INFO : Epoch 1978 | loss: 0.0311292 | val_loss: 0.0311608 | Time: 4191.5 ms [2021-08-20 20:45:17 main:574] : INFO : Epoch 1979 | loss: 0.0311293 | val_loss: 0.0311682 | Time: 4047.29 ms [2021-08-20 20:45:21 main:574] : INFO : Epoch 1980 | loss: 0.0311313 | val_loss: 0.0311576 | Time: 4190.88 ms [2021-08-20 20:45:25 main:574] : INFO : Epoch 1981 | loss: 0.0311272 | val_loss: 0.0311578 | Time: 4132.67 ms [2021-08-20 20:45:29 main:574] : INFO : Epoch 1982 | loss: 0.0311292 | val_loss: 0.0311614 | Time: 4206.58 ms [2021-08-20 20:45:34 main:574] : INFO : Epoch 1983 | loss: 0.0311307 | val_loss: 0.0311683 | Time: 4127.08 ms [2021-08-20 20:45:38 main:574] : INFO : Epoch 1984 | loss: 0.0311342 | val_loss: 0.0311632 | Time: 4245.32 ms [2021-08-20 20:45:42 main:574] : INFO : Epoch 1985 | loss: 0.0311321 | val_loss: 0.0311728 | Time: 4128.48 ms [2021-08-20 20:45:46 main:574] : INFO : Epoch 1986 | loss: 0.0311361 | val_loss: 0.0311615 | Time: 4116.53 ms [2021-08-20 20:45:50 main:574] : INFO : Epoch 1987 | loss: 0.0311297 | val_loss: 0.0311556 | Time: 4047.89 ms [2021-08-20 20:45:54 main:574] : INFO : Epoch 1988 | loss: 0.0311284 | val_loss: 0.0311595 | Time: 4096.84 ms [2021-08-20 20:45:58 main:574] : INFO : Epoch 1989 | loss: 0.0311287 | val_loss: 0.0311691 | Time: 4097.58 ms [2021-08-20 20:46:03 main:574] : INFO : Epoch 1990 | loss: 0.0311314 | val_loss: 0.0311611 | Time: 4253.51 ms [2021-08-20 20:46:07 main:574] : INFO : Epoch 1991 | loss: 0.0311281 | val_loss: 0.0311594 | Time: 4069.54 ms [2021-08-20 20:46:11 main:574] : INFO : Epoch 1992 | loss: 0.031128 | val_loss: 0.0311605 | Time: 3986.11 ms [2021-08-20 20:46:15 main:574] : INFO : Epoch 1993 | loss: 0.0311275 | val_loss: 0.0311615 | Time: 4050.89 ms [2021-08-20 20:46:19 main:574] : INFO : Epoch 1994 | loss: 0.0311258 | val_loss: 0.0311589 | Time: 4056 ms [2021-08-20 20:46:23 main:574] : INFO : Epoch 1995 | loss: 0.0311244 | val_loss: 0.0311592 | Time: 4134.56 ms [2021-08-20 20:46:27 main:574] : INFO : Epoch 1996 | loss: 0.0311227 | val_loss: 0.0311581 | Time: 4177.75 ms [2021-08-20 20:46:32 main:574] : INFO : Epoch 1997 | loss: 0.0311233 | val_loss: 0.0311622 | Time: 4136.62 ms [2021-08-20 20:46:36 main:574] : INFO : Epoch 1998 | loss: 0.0311248 | val_loss: 0.0311629 | Time: 4043.81 ms [2021-08-20 20:46:40 main:574] : INFO : Epoch 1999 | loss: 0.0311337 | val_loss: 0.0311614 | Time: 4155.89 ms [2021-08-20 20:46:44 main:574] : INFO : Epoch 2000 | loss: 0.0311362 | val_loss: 0.0311608 | Time: 4104.19 ms [2021-08-20 20:46:48 main:574] : INFO : Epoch 2001 | loss: 0.031131 | val_loss: 0.0311606 | Time: 4088.55 ms [2021-08-20 20:46:52 main:574] : INFO : Epoch 2002 | loss: 0.0311342 | val_loss: 0.0311646 | Time: 4058.05 ms [2021-08-20 20:46:56 main:574] : INFO : Epoch 2003 | loss: 0.0311348 | val_loss: 0.031169 | Time: 4105.87 ms [2021-08-20 20:47:01 main:574] : INFO : Epoch 2004 | loss: 0.0311327 | val_loss: 0.0311625 | Time: 4282.58 ms [2021-08-20 20:47:05 main:574] : INFO : Epoch 2005 | loss: 0.0311292 | val_loss: 0.0311642 | Time: 4092.26 ms [2021-08-20 20:47:09 main:574] : INFO : Epoch 2006 | loss: 0.0311288 | val_loss: 0.031165 | Time: 4053.24 ms [2021-08-20 20:47:13 main:574] : INFO : Epoch 2007 | loss: 0.0311271 | val_loss: 0.0311691 | Time: 4254.29 ms [2021-08-20 20:47:17 main:574] : INFO : Epoch 2008 | loss: 0.0311273 | val_loss: 0.0311686 | Time: 4065.29 ms [2021-08-20 20:47:21 main:574] : INFO : Epoch 2009 | loss: 0.0311268 | val_loss: 0.0311698 | Time: 4100.16 ms [2021-08-20 20:47:25 main:574] : INFO : Epoch 2010 | loss: 0.0311273 | val_loss: 0.031166 | Time: 4056.66 ms [2021-08-20 20:47:29 main:574] : INFO : Epoch 2011 | loss: 0.0311264 | val_loss: 0.0311674 | Time: 4085.52 ms [2021-08-20 20:47:33 main:574] : INFO : Epoch 2012 | loss: 0.0311258 | val_loss: 0.0311657 | Time: 4049.63 ms [2021-08-20 20:47:38 main:574] : INFO : Epoch 2013 | loss: 0.0311282 | val_loss: 0.0311613 | Time: 4077.8 ms [2021-08-20 20:47:42 main:574] : INFO : Epoch 2014 | loss: 0.031128 | val_loss: 0.0311641 | Time: 4041.6 ms [2021-08-20 20:47:46 main:574] : INFO : Epoch 2015 | loss: 0.0311268 | val_loss: 0.0311658 | Time: 4145.65 ms [2021-08-20 20:47:50 main:574] : INFO : Epoch 2016 | loss: 0.0311254 | val_loss: 0.031161 | Time: 4379.19 ms [2021-08-20 20:47:54 main:574] : INFO : Epoch 2017 | loss: 0.0311273 | val_loss: 0.0311597 | Time: 4141.94 ms [2021-08-20 20:47:59 main:574] : INFO : Epoch 2018 | loss: 0.0311254 | val_loss: 0.0311616 | Time: 4188.04 ms [2021-08-20 20:48:03 main:574] : INFO : Epoch 2019 | loss: 0.0311264 | val_loss: 0.0311667 | Time: 4254.99 ms [2021-08-20 20:48:07 main:574] : INFO : Epoch 2020 | loss: 0.0311257 | val_loss: 0.0311628 | Time: 4065.95 ms [2021-08-20 20:48:11 main:574] : INFO : Epoch 2021 | loss: 0.0311245 | val_loss: 0.0311614 | Time: 4091.47 ms [2021-08-20 20:48:15 main:574] : INFO : Epoch 2022 | loss: 0.0311237 | val_loss: 0.0311629 | Time: 4128.33 ms [2021-08-20 20:48:19 main:574] : INFO : Epoch 2023 | loss: 0.0311231 | val_loss: 0.0311654 | Time: 4132.09 ms [2021-08-20 20:48:24 main:574] : INFO : Epoch 2024 | loss: 0.0311229 | val_loss: 0.0311669 | Time: 4187.33 ms [2021-08-20 20:48:28 main:574] : INFO : Epoch 2025 | loss: 0.0311226 | val_loss: 0.0311682 | Time: 4219.78 ms [2021-08-20 20:48:32 main:574] : INFO : Epoch 2026 | loss: 0.0311239 | val_loss: 0.0311676 | Time: 4197.82 ms [2021-08-20 20:48:36 main:574] : INFO : Epoch 2027 | loss: 0.0311229 | val_loss: 0.0311631 | Time: 4143.52 ms [2021-08-20 20:48:40 main:574] : INFO : Epoch 2028 | loss: 0.0311234 | val_loss: 0.031162 | Time: 4171.88 ms [2021-08-20 20:48:45 main:574] : INFO : Epoch 2029 | loss: 0.031126 | val_loss: 0.0311697 | Time: 4213.44 ms [2021-08-20 20:48:49 main:574] : INFO : Epoch 2030 | loss: 0.0311266 | val_loss: 0.0311742 | Time: 4125.15 ms [2021-08-20 20:48:53 main:574] : INFO : Epoch 2031 | loss: 0.0311262 | val_loss: 0.0311608 | Time: 4136.28 ms [2021-08-20 20:48:57 main:574] : INFO : Epoch 2032 | loss: 0.031139 | val_loss: 0.0311599 | Time: 4262.48 ms [2021-08-20 20:49:01 main:574] : INFO : Epoch 2033 | loss: 0.0311369 | val_loss: 0.0311594 | Time: 4100.97 ms [2021-08-20 20:49:05 main:574] : INFO : Epoch 2034 | loss: 0.0311335 | val_loss: 0.0311594 | Time: 4069.87 ms [2021-08-20 20:49:09 main:574] : INFO : Epoch 2035 | loss: 0.0311302 | val_loss: 0.0311567 | Time: 4075.07 ms [2021-08-20 20:49:14 main:574] : INFO : Epoch 2036 | loss: 0.0311295 | val_loss: 0.0311592 | Time: 4117.83 ms [2021-08-20 20:49:18 main:574] : INFO : Epoch 2037 | loss: 0.0311293 | val_loss: 0.031161 | Time: 4073.56 ms [2021-08-20 20:49:22 main:574] : INFO : Epoch 2038 | loss: 0.0311265 | val_loss: 0.0311576 | Time: 4051.2 ms [2021-08-20 20:49:26 main:574] : INFO : Epoch 2039 | loss: 0.0311285 | val_loss: 0.03116 | Time: 4246.99 ms [2021-08-20 20:49:30 main:574] : INFO : Epoch 2040 | loss: 0.0311286 | val_loss: 0.0311672 | Time: 4288.09 ms [2021-08-20 20:49:35 main:574] : INFO : Epoch 2041 | loss: 0.0311285 | val_loss: 0.0311628 | Time: 4134.9 ms [2021-08-20 20:49:39 main:574] : INFO : Epoch 2042 | loss: 0.0311292 | val_loss: 0.0311589 | Time: 4153.57 ms [2021-08-20 20:49:43 main:574] : INFO : Epoch 2043 | loss: 0.0311325 | val_loss: 0.0311597 | Time: 4098.22 ms [2021-08-20 20:49:47 main:574] : INFO : Epoch 2044 | loss: 0.0311392 | val_loss: 0.0311602 | Time: 4162.47 ms [2021-08-20 20:49:51 main:574] : INFO : Epoch 2045 | loss: 0.0311401 | val_loss: 0.03116 | Time: 4343.9 ms [2021-08-20 20:49:56 main:574] : INFO : Epoch 2046 | loss: 0.031139 | val_loss: 0.0311606 | Time: 4153.97 ms [2021-08-20 20:50:00 main:574] : INFO : Epoch 2047 | loss: 0.0311317 | val_loss: 0.0311591 | Time: 4119.1 ms [2021-08-20 20:50:04 main:574] : INFO : Epoch 2048 | loss: 0.0311297 | val_loss: 0.0311569 | Time: 4239.56 ms [2021-08-20 20:50:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311569 [2021-08-20 20:50:04 main:603] : INFO : Saving end state to config to file [2021-08-20 20:50:04 main:608] : INFO : Success, exiting.. 20:50:04 (7328): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)