Task 14216453
| Name | ParityModified-1647048784-31220-3-0_0 |
| Workunit | 11275668 |
| Created | 1 Apr 2022, 23:20:54 UTC |
| Sent | 10 Apr 2022, 20:21:09 UTC |
| Report deadline | 18 Apr 2022, 20:21:09 UTC |
| Received | 11 Apr 2022, 1:05:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19907 |
| Run time | 2 hours 22 min 9 sec |
| CPU time | 2 hours 19 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311466 | val_loss: 0.0311588 | Time: 4179.04 ms
[2022-04-10 19:29:48 main:574] : INFO : Epoch 1543 | loss: 0.0311455 | val_loss: 0.0311538 | Time: 4184.91 ms
[2022-04-10 19:29:53 main:574] : INFO : Epoch 1544 | loss: 0.0311464 | val_loss: 0.0311557 | Time: 4241.96 ms
[2022-04-10 19:29:57 main:574] : INFO : Epoch 1545 | loss: 0.0311451 | val_loss: 0.0311546 | Time: 4173.16 ms
[2022-04-10 19:30:01 main:574] : INFO : Epoch 1546 | loss: 0.0311442 | val_loss: 0.0311549 | Time: 4200.41 ms
[2022-04-10 19:30:05 main:574] : INFO : Epoch 1547 | loss: 0.0311438 | val_loss: 0.0311555 | Time: 4120.56 ms
[2022-04-10 19:30:09 main:574] : INFO : Epoch 1548 | loss: 0.0311468 | val_loss: 0.0311544 | Time: 4179.88 ms
[2022-04-10 19:30:14 main:574] : INFO : Epoch 1549 | loss: 0.0311441 | val_loss: 0.0311547 | Time: 4162.15 ms
[2022-04-10 19:30:18 main:574] : INFO : Epoch 1550 | loss: 0.0311443 | val_loss: 0.0311562 | Time: 4170.5 ms
[2022-04-10 19:30:22 main:574] : INFO : Epoch 1551 | loss: 0.031144 | val_loss: 0.0311532 | Time: 4121.51 ms
[2022-04-10 19:30:26 main:574] : INFO : Epoch 1552 | loss: 0.031143 | val_loss: 0.031153 | Time: 4116.64 ms
[2022-04-10 19:30:30 main:574] : INFO : Epoch 1553 | loss: 0.0311425 | val_loss: 0.0311548 | Time: 4190.91 ms
[2022-04-10 19:30:34 main:574] : INFO : Epoch 1554 | loss: 0.0311419 | val_loss: 0.0311539 | Time: 4138.05 ms
[2022-04-10 19:30:38 main:574] : INFO : Epoch 1555 | loss: 0.0311424 | val_loss: 0.0311537 | Time: 4127.08 ms
[2022-04-10 19:30:43 main:574] : INFO : Epoch 1556 | loss: 0.0311422 | val_loss: 0.0311524 | Time: 4117.15 ms
[2022-04-10 19:30:47 main:574] : INFO : Epoch 1557 | loss: 0.0311414 | val_loss: 0.0311523 | Time: 4218.95 ms
[2022-04-10 19:30:51 main:574] : INFO : Epoch 1558 | loss: 0.0311411 | val_loss: 0.0311518 | Time: 4136.36 ms
[2022-04-10 19:30:55 main:574] : INFO : Epoch 1559 | loss: 0.0311406 | val_loss: 0.0311546 | Time: 4215.61 ms
[2022-04-10 19:30:59 main:574] : INFO : Epoch 1560 | loss: 0.0311411 | val_loss: 0.0311529 | Time: 4293.04 ms
[2022-04-10 19:31:04 main:574] : INFO : Epoch 1561 | loss: 0.0311413 | val_loss: 0.0311538 | Time: 4186.33 ms
[2022-04-10 19:31:08 main:574] : INFO : Epoch 1562 | loss: 0.0311408 | val_loss: 0.0311577 | Time: 4113.68 ms
[2022-04-10 19:31:12 main:574] : INFO : Epoch 1563 | loss: 0.0311416 | val_loss: 0.0311542 | Time: 4108.7 ms
[2022-04-10 19:31:16 main:574] : INFO : Epoch 1564 | loss: 0.0311404 | val_loss: 0.0311551 | Time: 4093.43 ms
[2022-04-10 19:31:20 main:574] : INFO : Epoch 1565 | loss: 0.0311396 | val_loss: 0.0311554 | Time: 4091.25 ms
[2022-04-10 19:31:24 main:574] : INFO : Epoch 1566 | loss: 0.0311389 | val_loss: 0.031154 | Time: 4132.97 ms
[2022-04-10 19:31:28 main:574] : INFO : Epoch 1567 | loss: 0.0311393 | val_loss: 0.0311547 | Time: 4126.81 ms
[2022-04-10 19:31:32 main:574] : INFO : Epoch 1568 | loss: 0.0311405 | val_loss: 0.031155 | Time: 4182.9 ms
[2022-04-10 19:31:37 main:574] : INFO : Epoch 1569 | loss: 0.0311409 | val_loss: 0.0311531 | Time: 4183.75 ms
[2022-04-10 19:31:41 main:574] : INFO : Epoch 1570 | loss: 0.0311412 | val_loss: 0.0311557 | Time: 4088.08 ms
[2022-04-10 19:31:45 main:574] : INFO : Epoch 1571 | loss: 0.0311427 | val_loss: 0.031155 | Time: 4130.77 ms
[2022-04-10 19:31:49 main:574] : INFO : Epoch 1572 | loss: 0.0311405 | val_loss: 0.0311523 | Time: 4156.71 ms
[2022-04-10 19:31:53 main:574] : INFO : Epoch 1573 | loss: 0.0311408 | val_loss: 0.0311546 | Time: 4122.48 ms
[2022-04-10 19:31:57 main:574] : INFO : Epoch 1574 | loss: 0.0311408 | val_loss: 0.0311547 | Time: 4121.75 ms
[2022-04-10 19:32:01 main:574] : INFO : Epoch 1575 | loss: 0.0311405 | val_loss: 0.0311515 | Time: 4139.6 ms
[2022-04-10 19:32:06 main:574] : INFO : Epoch 1576 | loss: 0.031139 | val_loss: 0.0311532 | Time: 4267.37 ms
[2022-04-10 19:32:10 main:574] : INFO : Epoch 1577 | loss: 0.0311421 | val_loss: 0.0311561 | Time: 4188.82 ms
[2022-04-10 19:32:14 main:574] : INFO : Epoch 1578 | loss: 0.031143 | val_loss: 0.0311569 | Time: 4157.3 ms
[2022-04-10 19:32:18 main:574] : INFO : Epoch 1579 | loss: 0.0311409 | val_loss: 0.0311553 | Time: 4247.14 ms
[2022-04-10 19:32:22 main:574] : INFO : Epoch 1580 | loss: 0.0311408 | val_loss: 0.0311547 | Time: 4106.94 ms
[2022-04-10 19:32:27 main:574] : INFO : Epoch 1581 | loss: 0.0311396 | val_loss: 0.0311605 | Time: 4150.3 ms
[2022-04-10 19:32:31 main:574] : INFO : Epoch 1582 | loss: 0.0311423 | val_loss: 0.0311547 | Time: 4166.63 ms
[2022-04-10 19:32:35 main:574] : INFO : Epoch 1583 | loss: 0.0311448 | val_loss: 0.0311607 | Time: 4142.69 ms
[2022-04-10 19:32:39 main:574] : INFO : Epoch 1584 | loss: 0.0311446 | val_loss: 0.0311623 | Time: 4124.87 ms
[2022-04-10 19:32:43 main:574] : INFO : Epoch 1585 | loss: 0.0311411 | val_loss: 0.0311584 | Time: 4189.28 ms
[2022-04-10 19:32:47 main:574] : INFO : Epoch 1586 | loss: 0.0311414 | val_loss: 0.0311541 | Time: 4158.76 ms
[2022-04-10 19:32:52 main:574] : INFO : Epoch 1587 | loss: 0.0311453 | val_loss: 0.0311555 | Time: 4177.43 ms
[2022-04-10 19:32:56 main:574] : INFO : Epoch 1588 | loss: 0.0311413 | val_loss: 0.0311551 | Time: 4156.97 ms
[2022-04-10 19:33:00 main:574] : INFO : Epoch 1589 | loss: 0.0311401 | val_loss: 0.0311524 | Time: 4126.76 ms
[2022-04-10 19:33:04 main:574] : INFO : Epoch 1590 | loss: 0.0311418 | val_loss: 0.0311545 | Time: 4205.25 ms
[2022-04-10 19:33:08 main:574] : INFO : Epoch 1591 | loss: 0.0311402 | val_loss: 0.0311593 | Time: 4147.35 ms
[2022-04-10 19:33:12 main:574] : INFO : Epoch 1592 | loss: 0.0311415 | val_loss: 0.0311531 | Time: 4222.44 ms
[2022-04-10 19:33:17 main:574] : INFO : Epoch 1593 | loss: 0.0311429 | val_loss: 0.0311554 | Time: 4275.8 ms
[2022-04-10 19:33:21 main:574] : INFO : Epoch 1594 | loss: 0.0311421 | val_loss: 0.0311578 | Time: 4132.5 ms
[2022-04-10 19:33:25 main:574] : INFO : Epoch 1595 | loss: 0.0311417 | val_loss: 0.0311553 | Time: 4124.02 ms
[2022-04-10 19:33:29 main:574] : INFO : Epoch 1596 | loss: 0.0311399 | val_loss: 0.0311591 | Time: 4137.55 ms
[2022-04-10 19:33:33 main:574] : INFO : Epoch 1597 | loss: 0.0311385 | val_loss: 0.0311584 | Time: 4202.38 ms
[2022-04-10 19:33:37 main:574] : INFO : Epoch 1598 | loss: 0.0311383 | val_loss: 0.0311596 | Time: 4088.33 ms
[2022-04-10 19:33:42 main:574] : INFO : Epoch 1599 | loss: 0.0311389 | val_loss: 0.0311557 | Time: 4082.91 ms
[2022-04-10 19:33:46 main:574] : INFO : Epoch 1600 | loss: 0.0311389 | val_loss: 0.0311597 | Time: 4180.43 ms
[2022-04-10 19:33:50 main:574] : INFO : Epoch 1601 | loss: 0.0311377 | val_loss: 0.0311586 | Time: 4150.72 ms
[2022-04-10 19:33:54 main:574] : INFO : Epoch 1602 | loss: 0.0311369 | val_loss: 0.0311581 | Time: 4139.76 ms
[2022-04-10 19:33:58 main:574] : INFO : Epoch 1603 | loss: 0.0311363 | val_loss: 0.0311573 | Time: 4098.31 ms
[2022-04-10 19:34:02 main:574] : INFO : Epoch 1604 | loss: 0.0311372 | val_loss: 0.031164 | Time: 4185.88 ms
[2022-04-10 19:34:06 main:574] : INFO : Epoch 1605 | loss: 0.0311403 | val_loss: 0.0311613 | Time: 4128.46 ms
[2022-04-10 19:34:11 main:574] : INFO : Epoch 1606 | loss: 0.0311416 | val_loss: 0.0311554 | Time: 4110.18 ms
[2022-04-10 19:34:15 main:574] : INFO : Epoch 1607 | loss: 0.0311415 | val_loss: 0.0311574 | Time: 4159.72 ms
[2022-04-10 19:34:19 main:574] : INFO : Epoch 1608 | loss: 0.0311386 | val_loss: 0.0311543 | Time: 4239.8 ms
[2022-04-10 19:34:23 main:574] : INFO : Epoch 1609 | loss: 0.031137 | val_loss: 0.0311565 | Time: 4203.24 ms
[2022-04-10 19:34:27 main:574] : INFO : Epoch 1610 | loss: 0.0311363 | val_loss: 0.0311577 | Time: 4117.1 ms
[2022-04-10 19:34:32 main:574] : INFO : Epoch 1611 | loss: 0.0311362 | val_loss: 0.0311567 | Time: 4187.34 ms
[2022-04-10 19:34:36 main:574] : INFO : Epoch 1612 | loss: 0.0311359 | val_loss: 0.0311561 | Time: 4157.44 ms
[2022-04-10 19:34:40 main:574] : INFO : Epoch 1613 | loss: 0.0311357 | val_loss: 0.0311559 | Time: 4057.63 ms
[2022-04-10 19:34:44 main:574] : INFO : Epoch 1614 | loss: 0.0311359 | val_loss: 0.031155 | Time: 4144.66 ms
[2022-04-10 19:34:48 main:574] : INFO : Epoch 1615 | loss: 0.0311384 | val_loss: 0.0311573 | Time: 4116.63 ms
[2022-04-10 19:34:52 main:574] : INFO : Epoch 1616 | loss: 0.0311393 | val_loss: 0.0311533 | Time: 4134.99 ms
[2022-04-10 19:34:56 main:574] : INFO : Epoch 1617 | loss: 0.0311384 | val_loss: 0.0311516 | Time: 4157.65 ms
[2022-04-10 19:35:01 main:574] : INFO : Epoch 1618 | loss: 0.0311388 | val_loss: 0.0311567 | Time: 4201.02 ms
[2022-04-10 19:35:05 main:574] : INFO : Epoch 1619 | loss: 0.0311396 | val_loss: 0.0311583 | Time: 4179.95 ms
[2022-04-10 19:35:09 main:574] : INFO : Epoch 1620 | loss: 0.0311393 | val_loss: 0.0311571 | Time: 4126.18 ms
[2022-04-10 19:35:13 main:574] : INFO : Epoch 1621 | loss: 0.0311379 | val_loss: 0.0311608 | Time: 4142.64 ms
[2022-04-10 19:35:17 main:574] : INFO : Epoch 1622 | loss: 0.0311377 | val_loss: 0.0311559 | Time: 4132.62 ms
[2022-04-10 19:35:21 main:574] : INFO : Epoch 1623 | loss: 0.0311366 | val_loss: 0.0311571 | Time: 4106.46 ms
[2022-04-10 19:35:25 main:574] : INFO : Epoch 1624 | loss: 0.0311384 | val_loss: 0.031158 | Time: 4186.83 ms
[2022-04-10 19:35:30 main:574] : INFO : Epoch 1625 | loss: 0.0311367 | val_loss: 0.0311592 | Time: 4212.35 ms
[2022-04-10 19:35:34 main:574] : INFO : Epoch 1626 | loss: 0.0311379 | val_loss: 0.031155 | Time: 4151.06 ms
[2022-04-10 19:35:38 main:574] : INFO : Epoch 1627 | loss: 0.0311384 | val_loss: 0.0311566 | Time: 4161.78 ms
[2022-04-10 19:35:42 main:574] : INFO : Epoch 1628 | loss: 0.0311374 | val_loss: 0.0311561 | Time: 4149.7 ms
[2022-04-10 19:35:46 main:574] : INFO : Epoch 1629 | loss: 0.0311358 | val_loss: 0.0311591 | Time: 4158.08 ms
[2022-04-10 19:35:50 main:574] : INFO : Epoch 1630 | loss: 0.0311358 | val_loss: 0.0311578 | Time: 4142.4 ms
[2022-04-10 19:35:55 main:574] : INFO : Epoch 1631 | loss: 0.0311358 | val_loss: 0.0311561 | Time: 4145.37 ms
[2022-04-10 19:35:59 main:574] : INFO : Epoch 1632 | loss: 0.0311372 | val_loss: 0.0311541 | Time: 4275.45 ms
[2022-04-10 19:36:03 main:574] : INFO : Epoch 1633 | loss: 0.0311377 | val_loss: 0.031157 | Time: 4252.49 ms
[2022-04-10 19:36:07 main:574] : INFO : Epoch 1634 | loss: 0.0311367 | val_loss: 0.0311557 | Time: 4138.82 ms
[2022-04-10 19:36:11 main:574] : INFO : Epoch 1635 | loss: 0.0311367 | val_loss: 0.0311595 | Time: 4178.38 ms
[2022-04-10 19:36:16 main:574] : INFO : Epoch 1636 | loss: 0.0311378 | val_loss: 0.031158 | Time: 4166.59 ms
[2022-04-10 19:36:20 main:574] : INFO : Epoch 1637 | loss: 0.0311371 | val_loss: 0.0311568 | Time: 4160.38 ms
[2022-04-10 19:36:24 main:574] : INFO : Epoch 1638 | loss: 0.03114 | val_loss: 0.0311614 | Time: 4128.08 ms
[2022-04-10 19:36:28 main:574] : INFO : Epoch 1639 | loss: 0.03114 | val_loss: 0.0311568 | Time: 4121.72 ms
[2022-04-10 19:36:32 main:574] : INFO : Epoch 1640 | loss: 0.0311393 | val_loss: 0.031162 | Time: 4265.9 ms
[2022-04-10 19:36:37 main:574] : INFO : Epoch 1641 | loss: 0.0311385 | val_loss: 0.0311576 | Time: 4265.37 ms
[2022-04-10 19:36:41 main:574] : INFO : Epoch 1642 | loss: 0.0311426 | val_loss: 0.0311583 | Time: 4204.56 ms
[2022-04-10 19:36:45 main:574] : INFO : Epoch 1643 | loss: 0.031143 | val_loss: 0.031155 | Time: 4283.2 ms
[2022-04-10 19:36:49 main:574] : INFO : Epoch 1644 | loss: 0.0311398 | val_loss: 0.031157 | Time: 4237.97 ms
[2022-04-10 19:36:54 main:574] : INFO : Epoch 1645 | loss: 0.0311407 | val_loss: 0.0311547 | Time: 4246.72 ms
[2022-04-10 19:36:58 main:574] : INFO : Epoch 1646 | loss: 0.0311463 | val_loss: 0.0311575 | Time: 4225.42 ms
[2022-04-10 19:37:02 main:574] : INFO : Epoch 1647 | loss: 0.0311459 | val_loss: 0.0311575 | Time: 4292.53 ms
[2022-04-10 19:37:06 main:574] : INFO : Epoch 1648 | loss: 0.0311456 | val_loss: 0.0311563 | Time: 4206.94 ms
[2022-04-10 19:37:10 main:574] : INFO : Epoch 1649 | loss: 0.0311441 | val_loss: 0.031159 | Time: 4057.06 ms
[2022-04-10 19:37:15 main:574] : INFO : Epoch 1650 | loss: 0.031144 | val_loss: 0.0311565 | Time: 4152.27 ms
[2022-04-10 19:37:19 main:574] : INFO : Epoch 1651 | loss: 0.0311403 | val_loss: 0.0311548 | Time: 4202.65 ms
[2022-04-10 19:37:23 main:574] : INFO : Epoch 1652 | loss: 0.0311409 | val_loss: 0.0311572 | Time: 4177.41 ms
[2022-04-10 19:37:27 main:574] : INFO : Epoch 1653 | loss: 0.0311395 | val_loss: 0.0311562 | Time: 4161.13 ms
[2022-04-10 19:37:31 main:574] : INFO : Epoch 1654 | loss: 0.0311388 | val_loss: 0.0311578 | Time: 4178.84 ms
[2022-04-10 19:37:36 main:574] : INFO : Epoch 1655 | loss: 0.0311377 | val_loss: 0.0311609 | Time: 4195.5 ms
[2022-04-10 19:37:40 main:574] : INFO : Epoch 1656 | loss: 0.0311385 | val_loss: 0.0311578 | Time: 4257.22 ms
[2022-04-10 19:37:44 main:574] : INFO : Epoch 1657 | loss: 0.0311439 | val_loss: 0.0311617 | Time: 4133.32 ms
[2022-04-10 19:37:48 main:574] : INFO : Epoch 1658 | loss: 0.0311494 | val_loss: 0.0311598 | Time: 4193.52 ms
[2022-04-10 19:37:52 main:574] : INFO : Epoch 1659 | loss: 0.0311501 | val_loss: 0.03116 | Time: 4131.95 ms
[2022-04-10 19:37:56 main:574] : INFO : Epoch 1660 | loss: 0.0311498 | val_loss: 0.0311583 | Time: 4117.58 ms
[2022-04-10 19:38:01 main:574] : INFO : Epoch 1661 | loss: 0.0311477 | val_loss: 0.0311555 | Time: 4122.9 ms
[2022-04-10 19:38:05 main:574] : INFO : Epoch 1662 | loss: 0.0311487 | val_loss: 0.0311576 | Time: 4161.73 ms
[2022-04-10 19:38:09 main:574] : INFO : Epoch 1663 | loss: 0.0311491 | val_loss: 0.0311573 | Time: 4243.25 ms
[2022-04-10 19:38:13 main:574] : INFO : Epoch 1664 | loss: 0.0311469 | val_loss: 0.0311541 | Time: 4117.74 ms
[2022-04-10 19:38:17 main:574] : INFO : Epoch 1665 | loss: 0.0311482 | val_loss: 0.0311568 | Time: 4205.78 ms
[2022-04-10 19:38:21 main:574] : INFO : Epoch 1666 | loss: 0.0311499 | val_loss: 0.0311535 | Time: 4146.69 ms
[2022-04-10 19:38:26 main:574] : INFO : Epoch 1667 | loss: 0.0311487 | val_loss: 0.0311553 | Time: 4149.84 ms
[2022-04-10 19:38:30 main:574] : INFO : Epoch 1668 | loss: 0.0311499 | val_loss: 0.0311556 | Time: 4194.46 ms
[2022-04-10 19:38:34 main:574] : INFO : Epoch 1669 | loss: 0.0311477 | val_loss: 0.0311564 | Time: 4191.15 ms
[2022-04-10 19:38:38 main:574] : INFO : Epoch 1670 | loss: 0.0311476 | val_loss: 0.0311586 | Time: 4214.45 ms
[2022-04-10 19:38:42 main:574] : INFO : Epoch 1671 | loss: 0.0311468 | val_loss: 0.0311591 | Time: 4179.36 ms
[2022-04-10 19:38:47 main:574] : INFO : Epoch 1672 | loss: 0.0311487 | val_loss: 0.0311605 | Time: 4397.03 ms
[2022-04-10 19:38:51 main:574] : INFO : Epoch 1673 | loss: 0.0311516 | val_loss: 0.031159 | Time: 4172.08 ms
[2022-04-10 19:38:55 main:574] : INFO : Epoch 1674 | loss: 0.0311494 | val_loss: 0.0311636 | Time: 4191.87 ms
[2022-04-10 19:38:59 main:574] : INFO : Epoch 1675 | loss: 0.0311497 | val_loss: 0.0311596 | Time: 4179.27 ms
[2022-04-10 19:39:04 main:574] : INFO : Epoch 1676 | loss: 0.0311467 | val_loss: 0.0311581 | Time: 4174.23 ms
[2022-04-10 19:39:08 main:574] : INFO : Epoch 1677 | loss: 0.0311438 | val_loss: 0.031158 | Time: 4177.34 ms
[2022-04-10 19:39:12 main:574] : INFO : Epoch 1678 | loss: 0.0311429 | val_loss: 0.0311567 | Time: 4216.45 ms
[2022-04-10 19:39:16 main:574] : INFO : Epoch 1679 | loss: 0.0311429 | val_loss: 0.0311566 | Time: 4140.18 ms
[2022-04-10 19:39:20 main:574] : INFO : Epoch 1680 | loss: 0.0311641 | val_loss: 0.0311721 | Time: 4141.48 ms
[2022-04-10 19:39:24 main:574] : INFO : Epoch 1681 | loss: 0.0311784 | val_loss: 0.0311729 | Time: 4135.11 ms
[2022-04-10 19:39:28 main:574] : INFO : Epoch 1682 | loss: 0.031173 | val_loss: 0.0311669 | Time: 4105.22 ms
[2022-04-10 19:39:33 main:574] : INFO : Epoch 1683 | loss: 0.0311677 | val_loss: 0.0311627 | Time: 4136.69 ms
[2022-04-10 19:39:37 main:574] : INFO : Epoch 1684 | loss: 0.0311647 | val_loss: 0.031162 | Time: 4074.81 ms
[2022-04-10 19:39:41 main:574] : INFO : Epoch 1685 | loss: 0.0311656 | val_loss: 0.0311696 | Time: 4122.4 ms
[2022-04-10 19:39:45 main:574] : INFO : Epoch 1686 | loss: 0.0311675 | val_loss: 0.0311622 | Time: 4181.66 ms
[2022-04-10 19:39:49 main:574] : INFO : Epoch 1687 | loss: 0.0311671 | val_loss: 0.0311823 | Time: 4120.93 ms
[2022-04-10 19:39:53 main:574] : INFO : Epoch 1688 | loss: 0.0320661 | val_loss: 0.0394747 | Time: 4231.23 ms
[2022-04-10 19:39:58 main:574] : INFO : Epoch 1689 | loss: 0.0343193 | val_loss: 0.0321543 | Time: 4156.92 ms
[2022-04-10 19:40:02 main:574] : INFO : Epoch 1690 | loss: 0.0315346 | val_loss: 0.0312454 | Time: 4150.4 ms
[2022-04-10 19:40:06 main:574] : INFO : Epoch 1691 | loss: 0.0312349 | val_loss: 0.0311941 | Time: 4133.01 ms
[2022-04-10 19:40:10 main:574] : INFO : Epoch 1692 | loss: 0.0311896 | val_loss: 0.0311767 | Time: 4152.47 ms
[2022-04-10 19:40:14 main:574] : INFO : Epoch 1693 | loss: 0.0311726 | val_loss: 0.0311678 | Time: 4100.44 ms
[2022-04-10 19:40:18 main:574] : INFO : Epoch 1694 | loss: 0.0311676 | val_loss: 0.031166 | Time: 4192.68 ms
[2022-04-10 19:40:22 main:574] : INFO : Epoch 1695 | loss: 0.0311663 | val_loss: 0.0311655 | Time: 4173.63 ms
[2022-04-10 19:40:27 main:574] : INFO : Epoch 1696 | loss: 0.0311656 | val_loss: 0.0311655 | Time: 4187.23 ms
[2022-04-10 19:40:31 main:574] : INFO : Epoch 1697 | loss: 0.0311642 | val_loss: 0.0311667 | Time: 4183.31 ms
[2022-04-10 19:40:35 main:574] : INFO : Epoch 1698 | loss: 0.0311631 | val_loss: 0.0311665 | Time: 4142.08 ms
[2022-04-10 19:40:39 main:574] : INFO : Epoch 1699 | loss: 0.0311637 | val_loss: 0.0311678 | Time: 4080.52 ms
[2022-04-10 19:40:43 main:574] : INFO : Epoch 1700 | loss: 0.0311626 | val_loss: 0.0311655 | Time: 4181.29 ms
[2022-04-10 19:40:47 main:574] : INFO : Epoch 1701 | loss: 0.0311622 | val_loss: 0.0311639 | Time: 4161.8 ms
[2022-04-10 19:40:52 main:574] : INFO : Epoch 1702 | loss: 0.0311602 | val_loss: 0.0311628 | Time: 4111.64 ms
[2022-04-10 19:40:56 main:574] : INFO : Epoch 1703 | loss: 0.0311595 | val_loss: 0.0311619 | Time: 4122.12 ms
[2022-04-10 19:41:00 main:574] : INFO : Epoch 1704 | loss: 0.0311595 | val_loss: 0.0311611 | Time: 4219.94 ms
[2022-04-10 19:41:04 main:574] : INFO : Epoch 1705 | loss: 0.0311589 | val_loss: 0.031161 | Time: 4220.11 ms
[2022-04-10 19:41:08 main:574] : INFO : Epoch 1706 | loss: 0.0311587 | val_loss: 0.0311654 | Time: 4088.58 ms
[2022-04-10 19:41:12 main:574] : INFO : Epoch 1707 | loss: 0.0311596 | val_loss: 0.031163 | Time: 4132.53 ms
[2022-04-10 19:41:16 main:574] : INFO : Epoch 1708 | loss: 0.0311574 | val_loss: 0.0311623 | Time: 4145.82 ms
[2022-04-10 19:41:21 main:574] : INFO : Epoch 1709 | loss: 0.0311572 | val_loss: 0.0311606 | Time: 4168.97 ms
[2022-04-10 19:41:25 main:574] : INFO : Epoch 1710 | loss: 0.0311569 | val_loss: 0.0311611 | Time: 4129.06 ms
[2022-04-10 19:41:29 main:574] : INFO : Epoch 1711 | loss: 0.0311597 | val_loss: 0.0311619 | Time: 4117.69 ms
[2022-04-10 19:41:33 main:574] : INFO : Epoch 1712 | loss: 0.0311579 | val_loss: 0.0311612 | Time: 4204.02 ms
[2022-04-10 19:41:37 main:574] : INFO : Epoch 1713 | loss: 0.0311575 | val_loss: 0.03116 | Time: 4214.83 ms
[2022-04-10 19:41:42 main:574] : INFO : Epoch 1714 | loss: 0.0311568 | val_loss: 0.0311622 | Time: 4161.96 ms
[2022-04-10 19:41:46 main:574] : INFO : Epoch 1715 | loss: 0.0311559 | val_loss: 0.0311587 | Time: 4103.71 ms
[2022-04-10 19:41:50 main:574] : INFO : Epoch 1716 | loss: 0.0311549 | val_loss: 0.0311588 | Time: 4119.36 ms
[2022-04-10 19:41:54 main:574] : INFO : Epoch 1717 | loss: 0.0311549 | val_loss: 0.0311594 | Time: 4161.1 ms
[2022-04-10 19:41:58 main:574] : INFO : Epoch 1718 | loss: 0.0311555 | val_loss: 0.0311605 | Time: 4098.26 ms
[2022-04-10 19:42:02 main:574] : INFO : Epoch 1719 | loss: 0.0311556 | val_loss: 0.0311607 | Time: 4228.46 ms
[2022-04-10 19:42:06 main:574] : INFO : Epoch 1720 | loss: 0.0311591 | val_loss: 0.0311618 | Time: 4216.83 ms
[2022-04-10 19:42:11 main:574] : INFO : Epoch 1721 | loss: 0.0311583 | val_loss: 0.0311605 | Time: 4230.36 ms
[2022-04-10 19:42:25 main:574] : INFO : Epoch 1722 | loss: 0.0311554 | val_loss: 0.0311584 | Time: 14403.7 ms
[2022-04-10 19:42:29 main:574] : INFO : Epoch 1723 | loss: 0.031154 | val_loss: 0.0311591 | Time: 4151.03 ms
[2022-04-10 19:42:33 main:574] : INFO : Epoch 1724 | loss: 0.0311539 | val_loss: 0.0311598 | Time: 4144.07 ms
[2022-04-10 19:42:38 main:574] : INFO : Epoch 1725 | loss: 0.0311541 | val_loss: 0.0311594 | Time: 4156.25 ms
[2022-04-10 19:42:42 main:574] : INFO : Epoch 1726 | loss: 0.0311536 | val_loss: 0.0311588 | Time: 4114.07 ms
[2022-04-10 19:42:46 main:574] : INFO : Epoch 1727 | loss: 0.0311538 | val_loss: 0.0311582 | Time: 4185.5 ms
[2022-04-10 19:42:50 main:574] : INFO : Epoch 1728 | loss: 0.0311532 | val_loss: 0.0311582 | Time: 4056.73 ms
[2022-04-10 19:42:54 main:574] : INFO : Epoch 1729 | loss: 0.0311531 | val_loss: 0.0311583 | Time: 4168.04 ms
[2022-04-10 19:42:58 main:574] : INFO : Epoch 1730 | loss: 0.031153 | val_loss: 0.0311593 | Time: 4067.41 ms
[2022-04-10 19:43:02 main:574] : INFO : Epoch 1731 | loss: 0.0311559 | val_loss: 0.0311596 | Time: 4057.49 ms
[2022-04-10 19:43:06 main:574] : INFO : Epoch 1732 | loss: 0.0311556 | val_loss: 0.0311591 | Time: 4100.59 ms
[2022-04-10 19:43:11 main:574] : INFO : Epoch 1733 | loss: 0.0311555 | val_loss: 0.0311598 | Time: 4236.51 ms
[2022-04-10 19:43:15 main:574] : INFO : Epoch 1734 | loss: 0.0311554 | val_loss: 0.031159 | Time: 4280.49 ms
[2022-04-10 19:43:19 main:574] : INFO : Epoch 1735 | loss: 0.0311561 | val_loss: 0.0311595 | Time: 4117.9 ms
[2022-04-10 19:43:23 main:574] : INFO : Epoch 1736 | loss: 0.0311562 | val_loss: 0.031159 | Time: 4204.63 ms
[2022-04-10 19:43:27 main:574] : INFO : Epoch 1737 | loss: 0.0311546 | val_loss: 0.0311578 | Time: 4129.96 ms
[2022-04-10 19:43:31 main:574] : INFO : Epoch 1738 | loss: 0.031155 | val_loss: 0.0311602 | Time: 4122 ms
[2022-04-10 19:43:36 main:574] : INFO : Epoch 1739 | loss: 0.0311537 | val_loss: 0.0311596 | Time: 4171.06 ms
[2022-04-10 19:43:40 main:574] : INFO : Epoch 1740 | loss: 0.0311528 | val_loss: 0.0311586 | Time: 4183.48 ms
[2022-04-10 19:43:44 main:574] : INFO : Epoch 1741 | loss: 0.0311521 | val_loss: 0.0311595 | Time: 4188.71 ms
[2022-04-10 19:43:48 main:574] : INFO : Epoch 1742 | loss: 0.0311523 | val_loss: 0.0311623 | Time: 4169.65 ms
[2022-04-10 19:43:52 main:574] : INFO : Epoch 1743 | loss: 0.0311524 | val_loss: 0.0311618 | Time: 4163.79 ms
[2022-04-10 19:43:56 main:574] : INFO : Epoch 1744 | loss: 0.031153 | val_loss: 0.0311621 | Time: 4109.9 ms
[2022-04-10 19:44:01 main:574] : INFO : Epoch 1745 | loss: 0.0311518 | val_loss: 0.0311588 | Time: 4134.06 ms
[2022-04-10 19:44:05 main:574] : INFO : Epoch 1746 | loss: 0.0311525 | val_loss: 0.0311598 | Time: 4130.11 ms
[2022-04-10 19:44:09 main:574] : INFO : Epoch 1747 | loss: 0.0311527 | val_loss: 0.0311585 | Time: 4119.73 ms
[2022-04-10 19:44:13 main:574] : INFO : Epoch 1748 | loss: 0.0311522 | val_loss: 0.031161 | Time: 4117.4 ms
[2022-04-10 19:44:17 main:574] : INFO : Epoch 1749 | loss: 0.0311521 | val_loss: 0.0311596 | Time: 4137.07 ms
[2022-04-10 19:44:21 main:574] : INFO : Epoch 1750 | loss: 0.0311525 | val_loss: 0.0311595 | Time: 4241.82 ms
[2022-04-10 19:44:26 main:574] : INFO : Epoch 1751 | loss: 0.0311529 | val_loss: 0.0311596 | Time: 4144.72 ms
[2022-04-10 19:44:30 main:574] : INFO : Epoch 1752 | loss: 0.0311523 | val_loss: 0.0311615 | Time: 4214.92 ms
[2022-04-10 19:44:34 main:574] : INFO : Epoch 1753 | loss: 0.0311514 | val_loss: 0.0311596 | Time: 4123.69 ms
[2022-04-10 19:44:38 main:574] : INFO : Epoch 1754 | loss: 0.0311504 | val_loss: 0.0311619 | Time: 4109.96 ms
[2022-04-10 19:44:42 main:574] : INFO : Epoch 1755 | loss: 0.0311502 | val_loss: 0.0311598 | Time: 4098.23 ms
[2022-04-10 19:44:46 main:574] : INFO : Epoch 1756 | loss: 0.0311496 | val_loss: 0.0311609 | Time: 4160.17 ms
[2022-04-10 19:44:50 main:574] : INFO : Epoch 1757 | loss: 0.031151 | val_loss: 0.0311648 | Time: 4135.66 ms
[2022-04-10 19:44:55 main:574] : INFO : Epoch 1758 | loss: 0.0311498 | val_loss: 0.03116 | Time: 4163.43 ms
[2022-04-10 19:44:59 main:574] : INFO : Epoch 1759 | loss: 0.0311491 | val_loss: 0.0311593 | Time: 4147.58 ms
[2022-04-10 19:45:03 main:574] : INFO : Epoch 1760 | loss: 0.0311491 | val_loss: 0.0311599 | Time: 4142.3 ms
[2022-04-10 19:45:07 main:574] : INFO : Epoch 1761 | loss: 0.0311495 | val_loss: 0.0311584 | Time: 4076.64 ms
[2022-04-10 19:45:11 main:574] : INFO : Epoch 1762 | loss: 0.0311491 | val_loss: 0.031159 | Time: 4146.36 ms
[2022-04-10 19:45:15 main:574] : INFO : Epoch 1763 | loss: 0.0311488 | val_loss: 0.0311602 | Time: 4255.06 ms
[2022-04-10 19:45:19 main:574] : INFO : Epoch 1764 | loss: 0.0311492 | val_loss: 0.0311599 | Time: 4107.87 ms
[2022-04-10 19:45:24 main:574] : INFO : Epoch 1765 | loss: 0.0311518 | val_loss: 0.0311602 | Time: 4186.07 ms
[2022-04-10 19:45:28 main:574] : INFO : Epoch 1766 | loss: 0.0311515 | val_loss: 0.0311592 | Time: 4263.45 ms
[2022-04-10 19:45:32 main:574] : INFO : Epoch 1767 | loss: 0.0311517 | val_loss: 0.0311613 | Time: 4143.73 ms
[2022-04-10 19:45:36 main:574] : INFO : Epoch 1768 | loss: 0.0311564 | val_loss: 0.0311602 | Time: 4133.62 ms
[2022-04-10 19:45:40 main:574] : INFO : Epoch 1769 | loss: 0.0311555 | val_loss: 0.0311627 | Time: 4105.37 ms
[2022-04-10 19:45:45 main:574] : INFO : Epoch 1770 | loss: 0.0311534 | val_loss: 0.0311579 | Time: 4152.34 ms
[2022-04-10 19:45:49 main:574] : INFO : Epoch 1771 | loss: 0.0311519 | val_loss: 0.0311585 | Time: 4154.33 ms
[2022-04-10 19:45:53 main:574] : INFO : Epoch 1772 | loss: 0.0311513 | val_loss: 0.03116 | Time: 4122.43 ms
[2022-04-10 19:45:57 main:574] : INFO : Epoch 1773 | loss: 0.031152 | val_loss: 0.0311598 | Time: 4252.35 ms
[2022-04-10 19:46:01 main:574] : INFO : Epoch 1774 | loss: 0.0311498 | val_loss: 0.0311593 | Time: 4143.92 ms
[2022-04-10 19:46:05 main:574] : INFO : Epoch 1775 | loss: 0.0311491 | val_loss: 0.0311585 | Time: 4133.23 ms
[2022-04-10 19:46:10 main:574] : INFO : Epoch 1776 | loss: 0.0311489 | val_loss: 0.0311576 | Time: 4155.38 ms
[2022-04-10 19:46:14 main:574] : INFO : Epoch 1777 | loss: 0.0311498 | val_loss: 0.0311596 | Time: 4078.2 ms
[2022-04-10 19:46:18 main:574] : INFO : Epoch 1778 | loss: 0.0311506 | val_loss: 0.0311588 | Time: 4170.3 ms
[2022-04-10 19:46:22 main:574] : INFO : Epoch 1779 | loss: 0.0311496 | val_loss: 0.031161 | Time: 4100.87 ms
[2022-04-10 19:46:26 main:574] : INFO : Epoch 1780 | loss: 0.0311509 | val_loss: 0.0311579 | Time: 4090.39 ms
[2022-04-10 19:46:30 main:574] : INFO : Epoch 1781 | loss: 0.0311496 | val_loss: 0.0311581 | Time: 4145.22 ms
[2022-04-10 19:46:34 main:574] : INFO : Epoch 1782 | loss: 0.0311487 | val_loss: 0.0311584 | Time: 4217.62 ms
[2022-04-10 19:46:39 main:574] : INFO : Epoch 1783 | loss: 0.031149 | val_loss: 0.0311572 | Time: 4228.21 ms
[2022-04-10 19:46:43 main:574] : INFO : Epoch 1784 | loss: 0.0311488 | val_loss: 0.0311565 | Time: 4129.85 ms
[2022-04-10 19:46:47 main:574] : INFO : Epoch 1785 | loss: 0.0311487 | val_loss: 0.0311586 | Time: 4186.08 ms
[2022-04-10 19:46:51 main:574] : INFO : Epoch 1786 | loss: 0.0311482 | val_loss: 0.0311572 | Time: 4122.03 ms
[2022-04-10 19:46:55 main:574] : INFO : Epoch 1787 | loss: 0.0311478 | val_loss: 0.0311575 | Time: 4141.77 ms
[2022-04-10 19:46:59 main:574] : INFO : Epoch 1788 | loss: 0.0311476 | val_loss: 0.0311587 | Time: 4260.47 ms
[2022-04-10 19:47:04 main:574] : INFO : Epoch 1789 | loss: 0.0311485 | val_loss: 0.031162 | Time: 4106.21 ms
[2022-04-10 19:47:08 main:574] : INFO : Epoch 1790 | loss: 0.0311482 | val_loss: 0.0311576 | Time: 4159.61 ms
[2022-04-10 19:47:12 main:574] : INFO : Epoch 1791 | loss: 0.0311475 | val_loss: 0.0311588 | Time: 4101.5 ms
[2022-04-10 19:47:16 main:574] : INFO : Epoch 1792 | loss: 0.0311474 | val_loss: 0.0311579 | Time: 4117.73 ms
[2022-04-10 19:47:20 main:574] : INFO : Epoch 1793 | loss: 0.0311469 | val_loss: 0.0311589 | Time: 4147.08 ms
[2022-04-10 19:47:24 main:574] : INFO : Epoch 1794 | loss: 0.0311474 | val_loss: 0.0311584 | Time: 4027.97 ms
[2022-04-10 19:47:28 main:574] : INFO : Epoch 1795 | loss: 0.0311478 | val_loss: 0.0311574 | Time: 4172.47 ms
[2022-04-10 19:47:32 main:574] : INFO : Epoch 1796 | loss: 0.0311475 | val_loss: 0.0311565 | Time: 4066.9 ms
[2022-04-10 19:47:37 main:574] : INFO : Epoch 1797 | loss: 0.0311471 | val_loss: 0.0311568 | Time: 4148.03 ms
[2022-04-10 19:47:41 main:574] : INFO : Epoch 1798 | loss: 0.0311465 | val_loss: 0.0311596 | Time: 4276.2 ms
[2022-04-10 19:47:45 main:574] : INFO : Epoch 1799 | loss: 0.0311471 | val_loss: 0.0311585 | Time: 4141.23 ms
[2022-04-10 19:47:49 main:574] : INFO : Epoch 1800 | loss: 0.0311461 | val_loss: 0.031158 | Time: 4138.07 ms
[2022-04-10 19:47:53 main:574] : INFO : Epoch 1801 | loss: 0.0311453 | val_loss: 0.0311584 | Time: 4127.67 ms
[2022-04-10 19:47:57 main:574] : INFO : Epoch 1802 | loss: 0.0311462 | val_loss: 0.0311592 | Time: 4082.74 ms
[2022-04-10 19:48:01 main:574] : INFO : Epoch 1803 | loss: 0.0311477 | val_loss: 0.0311594 | Time: 4122.58 ms
[2022-04-10 19:48:06 main:574] : INFO : Epoch 1804 | loss: 0.0311482 | val_loss: 0.0311587 | Time: 4181.94 ms
[2022-04-10 19:48:10 main:574] : INFO : Epoch 1805 | loss: 0.031147 | val_loss: 0.031159 | Time: 4135.54 ms
[2022-04-10 19:48:14 main:574] : INFO : Epoch 1806 | loss: 0.0311488 | val_loss: 0.031158 | Time: 4029.58 ms
[2022-04-10 19:48:18 main:574] : INFO : Epoch 1807 | loss: 0.0311481 | val_loss: 0.0311599 | Time: 4184.45 ms
[2022-04-10 19:48:22 main:574] : INFO : Epoch 1808 | loss: 0.0311475 | val_loss: 0.0311575 | Time: 4176.62 ms
[2022-04-10 19:48:26 main:574] : INFO : Epoch 1809 | loss: 0.0311469 | val_loss: 0.0311568 | Time: 4172.08 ms
[2022-04-10 19:48:30 main:574] : INFO : Epoch 1810 | loss: 0.0311466 | val_loss: 0.0311582 | Time: 4133.52 ms
[2022-04-10 19:48:35 main:574] : INFO : Epoch 1811 | loss: 0.0311463 | val_loss: 0.0311571 | Time: 4107.08 ms
[2022-04-10 19:48:39 main:574] : INFO : Epoch 1812 | loss: 0.0311469 | val_loss: 0.0311557 | Time: 4084.72 ms
[2022-04-10 19:48:43 main:574] : INFO : Epoch 1813 | loss: 0.0311463 | val_loss: 0.0311562 | Time: 4140.88 ms
[2022-04-10 19:48:47 main:574] : INFO : Epoch 1814 | loss: 0.0311462 | val_loss: 0.0311554 | Time: 4231.23 ms
[2022-04-10 19:48:51 main:574] : INFO : Epoch 1815 | loss: 0.0311471 | val_loss: 0.0311618 | Time: 4187.8 ms
[2022-04-10 19:48:55 main:574] : INFO : Epoch 1816 | loss: 0.0311481 | val_loss: 0.0311565 | Time: 4143.35 ms
[2022-04-10 19:49:00 main:574] : INFO : Epoch 1817 | loss: 0.0311464 | val_loss: 0.0311574 | Time: 4146.85 ms
[2022-04-10 19:49:04 main:574] : INFO : Epoch 1818 | loss: 0.0311468 | val_loss: 0.0311625 | Time: 4060.08 ms
[2022-04-10 19:49:08 main:574] : INFO : Epoch 1819 | loss: 0.0311486 | val_loss: 0.0311605 | Time: 4089.69 ms
[2022-04-10 19:49:12 main:574] : INFO : Epoch 1820 | loss: 0.0311472 | val_loss: 0.0311585 | Time: 4090.22 ms
[2022-04-10 19:49:16 main:574] : INFO : Epoch 1821 | loss: 0.0311458 | val_loss: 0.0311546 | Time: 4105.58 ms
[2022-04-10 19:49:20 main:574] : INFO : Epoch 1822 | loss: 0.0311453 | val_loss: 0.0311611 | Time: 4162.28 ms
[2022-04-10 19:49:24 main:574] : INFO : Epoch 1823 | loss: 0.031152 | val_loss: 0.0311612 | Time: 4147.72 ms
[2022-04-10 19:49:29 main:574] : INFO : Epoch 1824 | loss: 0.0311507 | val_loss: 0.0311583 | Time: 4300.02 ms
[2022-04-10 19:49:33 main:574] : INFO : Epoch 1825 | loss: 0.0311526 | val_loss: 0.0311633 | Time: 4095.13 ms
[2022-04-10 19:49:37 main:574] : INFO : Epoch 1826 | loss: 0.0311533 | val_loss: 0.0311635 | Time: 4084.51 ms
[2022-04-10 19:49:41 main:574] : INFO : Epoch 1827 | loss: 0.0311514 | val_loss: 0.0311607 | Time: 4153.5 ms
[2022-04-10 19:49:45 main:574] : INFO : Epoch 1828 | loss: 0.0311528 | val_loss: 0.0311678 | Time: 4149.71 ms
[2022-04-10 19:49:49 main:574] : INFO : Epoch 1829 | loss: 0.0311698 | val_loss: 0.0311718 | Time: 4123.69 ms
[2022-04-10 19:49:53 main:574] : INFO : Epoch 1830 | loss: 0.031169 | val_loss: 0.0311741 | Time: 4184 ms
[2022-04-10 19:49:58 main:574] : INFO : Epoch 1831 | loss: 0.0311696 | val_loss: 0.031168 | Time: 4180.51 ms
[2022-04-10 19:50:02 main:574] : INFO : Epoch 1832 | loss: 0.0311627 | val_loss: 0.0311622 | Time: 4231.42 ms
[2022-04-10 19:50:06 main:574] : INFO : Epoch 1833 | loss: 0.0311602 | val_loss: 0.0311618 | Time: 4263.88 ms
[2022-04-10 19:50:10 main:574] : INFO : Epoch 1834 | loss: 0.031159 | val_loss: 0.0311605 | Time: 4374.05 ms
[2022-04-10 19:50:15 main:574] : INFO : Epoch 1835 | loss: 0.0311575 | val_loss: 0.0311598 | Time: 4459.93 ms
[2022-04-10 19:50:19 main:574] : INFO : Epoch 1836 | loss: 0.0311573 | val_loss: 0.0311605 | Time: 4398.89 ms
[2022-04-10 19:50:24 main:574] : INFO : Epoch 1837 | loss: 0.0311569 | val_loss: 0.0311617 | Time: 4388.54 ms
[2022-04-10 19:50:28 main:574] : INFO : Epoch 1838 | loss: 0.031157 | val_loss: 0.03116 | Time: 4426.18 ms
[2022-04-10 19:50:33 main:574] : INFO : Epoch 1839 | loss: 0.0311566 | val_loss: 0.0311582 | Time: 4463.95 ms
[2022-04-10 19:50:37 main:574] : INFO : Epoch 1840 | loss: 0.0311624 | val_loss: 0.0311632 | Time: 4143.56 ms
[2022-04-10 19:50:41 main:574] : INFO : Epoch 1841 | loss: 0.0311662 | val_loss: 0.0311649 | Time: 4089.92 ms
[2022-04-10 19:50:45 main:574] : INFO : Epoch 1842 | loss: 0.0311656 | val_loss: 0.0311643 | Time: 4144.55 ms
[2022-04-10 19:50:49 main:574] : INFO : Epoch 1843 | loss: 0.0311649 | val_loss: 0.0311629 | Time: 4114.51 ms
[2022-04-10 19:50:53 main:574] : INFO : Epoch 1844 | loss: 0.0311635 | val_loss: 0.0311619 | Time: 4204.29 ms
[2022-04-10 19:50:58 main:574] : INFO : Epoch 1845 | loss: 0.0311628 | val_loss: 0.0311629 | Time: 4171.03 ms
[2022-04-10 19:51:02 main:574] : INFO : Epoch 1846 | loss: 0.0311615 | val_loss: 0.0311607 | Time: 4210.97 ms
[2022-04-10 19:51:06 main:574] : INFO : Epoch 1847 | loss: 0.0311575 | val_loss: 0.0311615 | Time: 4168.21 ms
[2022-04-10 19:51:10 main:574] : INFO : Epoch 1848 | loss: 0.0311563 | val_loss: 0.0311599 | Time: 4120.92 ms
[2022-04-10 19:51:14 main:574] : INFO : Epoch 1849 | loss: 0.0311552 | val_loss: 0.03116 | Time: 4088.96 ms
[2022-04-10 19:51:18 main:574] : INFO : Epoch 1850 | loss: 0.0311546 | val_loss: 0.0311598 | Time: 4157.81 ms
[2022-04-10 19:51:22 main:574] : INFO : Epoch 1851 | loss: 0.0311543 | val_loss: 0.0311617 | Time: 4121.73 ms
[2022-04-10 19:51:27 main:574] : INFO : Epoch 1852 | loss: 0.0311555 | val_loss: 0.0311593 | Time: 4129.15 ms
[2022-04-10 19:51:31 main:574] : INFO : Epoch 1853 | loss: 0.0311535 | val_loss: 0.0311592 | Time: 4163.71 ms
[2022-04-10 19:51:35 main:574] : INFO : Epoch 1854 | loss: 0.031153 | val_loss: 0.0311602 | Time: 4156.53 ms
[2022-04-10 19:51:39 main:574] : INFO : Epoch 1855 | loss: 0.0311538 | val_loss: 0.0311601 | Time: 4143.7 ms
[2022-04-10 19:51:43 main:574] : INFO : Epoch 1856 | loss: 0.0311527 | val_loss: 0.0311613 | Time: 4314.18 ms
[2022-04-10 19:51:48 main:574] : INFO : Epoch 1857 | loss: 0.0311538 | val_loss: 0.031159 | Time: 4192.57 ms
[2022-04-10 19:51:52 main:574] : INFO : Epoch 1858 | loss: 0.0311523 | val_loss: 0.0311585 | Time: 4277.93 ms
[2022-04-10 19:51:56 main:574] : INFO : Epoch 1859 | loss: 0.0311515 | val_loss: 0.0311576 | Time: 4172.6 ms
[2022-04-10 19:52:00 main:574] : INFO : Epoch 1860 | loss: 0.0311539 | val_loss: 0.0311589 | Time: 4229.61 ms
[2022-04-10 19:52:05 main:574] : INFO : Epoch 1861 | loss: 0.0311535 | val_loss: 0.0311573 | Time: 4240.08 ms
[2022-04-10 19:52:09 main:574] : INFO : Epoch 1862 | loss: 0.031151 | val_loss: 0.0311581 | Time: 4270.76 ms
[2022-04-10 19:52:13 main:574] : INFO : Epoch 1863 | loss: 0.03115 | val_loss: 0.0311578 | Time: 4195.38 ms
[2022-04-10 19:52:17 main:574] : INFO : Epoch 1864 | loss: 0.0311502 | val_loss: 0.031157 | Time: 4144.01 ms
[2022-04-10 19:52:21 main:574] : INFO : Epoch 1865 | loss: 0.0311494 | val_loss: 0.0311567 | Time: 4157.35 ms
[2022-04-10 19:52:25 main:574] : INFO : Epoch 1866 | loss: 0.0311497 | val_loss: 0.0311575 | Time: 4133.02 ms
[2022-04-10 19:52:30 main:574] : INFO : Epoch 1867 | loss: 0.0311504 | val_loss: 0.0311564 | Time: 4138.66 ms
[2022-04-10 19:52:34 main:574] : INFO : Epoch 1868 | loss: 0.0311516 | val_loss: 0.0311564 | Time: 4163.59 ms
[2022-04-10 19:52:38 main:574] : INFO : Epoch 1869 | loss: 0.0311511 | val_loss: 0.031157 | Time: 4144.67 ms
[2022-04-10 19:52:42 main:574] : INFO : Epoch 1870 | loss: 0.0311512 | val_loss: 0.031158 | Time: 4134.87 ms
[2022-04-10 19:52:46 main:574] : INFO : Epoch 1871 | loss: 0.0311499 | val_loss: 0.031158 | Time: 4230.79 ms
[2022-04-10 19:52:50 main:574] : INFO : Epoch 1872 | loss: 0.0311501 | val_loss: 0.0311575 | Time: 4095.86 ms
[2022-04-10 19:52:55 main:574] : INFO : Epoch 1873 | loss: 0.0311502 | val_loss: 0.0311579 | Time: 4130.03 ms
[2022-04-10 19:52:59 main:574] : INFO : Epoch 1874 | loss: 0.0311497 | val_loss: 0.0311576 | Time: 4167.52 ms
[2022-04-10 19:53:03 main:574] : INFO : Epoch 1875 | loss: 0.0311491 | val_loss: 0.0311589 | Time: 4129.95 ms
[2022-04-10 19:53:07 main:574] : INFO : Epoch 1876 | loss: 0.0311481 | val_loss: 0.0311569 | Time: 4091.99 ms
[2022-04-10 19:53:11 main:574] : INFO : Epoch 1877 | loss: 0.0311476 | val_loss: 0.0311576 | Time: 4182.36 ms
[2022-04-10 19:53:15 main:574] : INFO : Epoch 1878 | loss: 0.0311481 | val_loss: 0.031158 | Time: 4211.83 ms
[2022-04-10 19:53:19 main:574] : INFO : Epoch 1879 | loss: 0.0311516 | val_loss: 0.0311597 | Time: 4174.58 ms
[2022-04-10 19:53:24 main:574] : INFO : Epoch 1880 | loss: 0.0311527 | val_loss: 0.0311603 | Time: 4120.07 ms
[2022-04-10 19:53:28 main:574] : INFO : Epoch 1881 | loss: 0.0311519 | val_loss: 0.0311592 | Time: 4146 ms
[2022-04-10 19:53:32 main:574] : INFO : Epoch 1882 | loss: 0.0311519 | val_loss: 0.0311594 | Time: 4139.19 ms
[2022-04-10 19:53:36 main:574] : INFO : Epoch 1883 | loss: 0.0311501 | val_loss: 0.0311584 | Time: 4170.21 ms
[2022-04-10 19:53:40 main:574] : INFO : Epoch 1884 | loss: 0.0311486 | val_loss: 0.0311612 | Time: 4191.52 ms
[2022-04-10 19:53:45 main:574] : INFO : Epoch 1885 | loss: 0.0311493 | val_loss: 0.0311576 | Time: 4216.5 ms
[2022-04-10 19:53:49 main:574] : INFO : Epoch 1886 | loss: 0.0311486 | val_loss: 0.03116 | Time: 4211.59 ms
[2022-04-10 19:53:53 main:574] : INFO : Epoch 1887 | loss: 0.0311489 | val_loss: 0.0311587 | Time: 4201.65 ms
[2022-04-10 19:53:57 main:574] : INFO : Epoch 1888 | loss: 0.03115 | val_loss: 0.0311611 | Time: 4143.29 ms
[2022-04-10 19:54:01 main:574] : INFO : Epoch 1889 | loss: 0.0311508 | val_loss: 0.0311605 | Time: 4224.85 ms
[2022-04-10 19:54:06 main:574] : INFO : Epoch 1890 | loss: 0.0311493 | val_loss: 0.0311597 | Time: 4229.5 ms
[2022-04-10 19:54:10 main:574] : INFO : Epoch 1891 | loss: 0.0311495 | val_loss: 0.0311598 | Time: 4144.86 ms
[2022-04-10 19:54:14 main:574] : INFO : Epoch 1892 | loss: 0.0311498 | val_loss: 0.0311624 | Time: 4179.12 ms
[2022-04-10 19:54:18 main:574] : INFO : Epoch 1893 | loss: 0.0311489 | val_loss: 0.0311592 | Time: 4241.12 ms
[2022-04-10 19:54:23 main:574] : INFO : Epoch 1894 | loss: 0.0311488 | val_loss: 0.0311606 | Time: 4491.53 ms
[2022-04-10 19:54:27 main:574] : INFO : Epoch 1895 | loss: 0.0311495 | val_loss: 0.03116 | Time: 4187.27 ms
[2022-04-10 19:54:31 main:574] : INFO : Epoch 1896 | loss: 0.0311508 | val_loss: 0.0311567 | Time: 4189.77 ms
[2022-04-10 19:54:35 main:574] : INFO : Epoch 1897 | loss: 0.0311505 | val_loss: 0.0311559 | Time: 4108.99 ms
[2022-04-10 19:54:39 main:574] : INFO : Epoch 1898 | loss: 0.0311482 | val_loss: 0.0311558 | Time: 4144.77 ms
[2022-04-10 19:54:43 main:574] : INFO : Epoch 1899 | loss: 0.0311471 | val_loss: 0.0311571 | Time: 4134.94 ms
[2022-04-10 19:54:48 main:574] : INFO : Epoch 1900 | loss: 0.0311463 | val_loss: 0.0311552 | Time: 4145.92 ms
[2022-04-10 19:54:52 main:574] : INFO : Epoch 1901 | loss: 0.0311463 | val_loss: 0.0311575 | Time: 4109.5 ms
[2022-04-10 19:54:56 main:574] : INFO : Epoch 1902 | loss: 0.031147 | val_loss: 0.0311554 | Time: 4130.48 ms
[2022-04-10 19:55:00 main:574] : INFO : Epoch 1903 | loss: 0.0311456 | val_loss: 0.031156 | Time: 4203.66 ms
[2022-04-10 19:55:04 main:574] : INFO : Epoch 1904 | loss: 0.0311457 | val_loss: 0.0311556 | Time: 4136.74 ms
[2022-04-10 19:55:08 main:574] : INFO : Epoch 1905 | loss: 0.0311456 | val_loss: 0.031155 | Time: 4152.92 ms
[2022-04-10 19:55:12 main:574] : INFO : Epoch 1906 | loss: 0.0311475 | val_loss: 0.0311555 | Time: 4070.13 ms
[2022-04-10 19:55:17 main:574] : INFO : Epoch 1907 | loss: 0.0311458 | val_loss: 0.0311581 | Time: 4201.75 ms
[2022-04-10 19:55:21 main:574] : INFO : Epoch 1908 | loss: 0.0311482 | val_loss: 0.0311564 | Time: 4137.19 ms
[2022-04-10 19:55:25 main:574] : INFO : Epoch 1909 | loss: 0.0311478 | val_loss: 0.0311597 | Time: 4145.48 ms
[2022-04-10 19:55:29 main:574] : INFO : Epoch 1910 | loss: 0.0311478 | val_loss: 0.0311551 | Time: 4335.71 ms
[2022-04-10 19:55:33 main:574] : INFO : Epoch 1911 | loss: 0.0311467 | val_loss: 0.0311564 | Time: 4107.6 ms
[2022-04-10 19:55:38 main:574] : INFO : Epoch 1912 | loss: 0.0311464 | val_loss: 0.0311568 | Time: 4160.18 ms
[2022-04-10 19:55:42 main:574] : INFO : Epoch 1913 | loss: 0.0311461 | val_loss: 0.0311545 | Time: 4145.77 ms
[2022-04-10 19:55:46 main:574] : INFO : Epoch 1914 | loss: 0.0311462 | val_loss: 0.031156 | Time: 4154.34 ms
[2022-04-10 19:55:50 main:574] : INFO : Epoch 1915 | loss: 0.0311458 | val_loss: 0.0311548 | Time: 4126.22 ms
[2022-04-10 19:55:54 main:574] : INFO : Epoch 1916 | loss: 0.0311455 | val_loss: 0.0311553 | Time: 4138.07 ms
[2022-04-10 19:55:58 main:574] : INFO : Epoch 1917 | loss: 0.0311459 | val_loss: 0.0311593 | Time: 4079.37 ms
[2022-04-10 19:56:02 main:574] : INFO : Epoch 1918 | loss: 0.0311458 | val_loss: 0.0311595 | Time: 4215.87 ms
[2022-04-10 19:56:07 main:574] : INFO : Epoch 1919 | loss: 0.0311491 | val_loss: 0.0311568 | Time: 4129.24 ms
[2022-04-10 19:56:11 main:574] : INFO : Epoch 1920 | loss: 0.0311484 | val_loss: 0.0311568 | Time: 4131.94 ms
[2022-04-10 19:56:15 main:574] : INFO : Epoch 1921 | loss: 0.0311498 | val_loss: 0.0311573 | Time: 4154.13 ms
[2022-04-10 19:56:19 main:574] : INFO : Epoch 1922 | loss: 0.0311479 | val_loss: 0.0311583 | Time: 4195.9 ms
[2022-04-10 19:56:23 main:574] : INFO : Epoch 1923 | loss: 0.0311463 | val_loss: 0.0311552 | Time: 4131.05 ms
[2022-04-10 19:56:27 main:574] : INFO : Epoch 1924 | loss: 0.0311451 | val_loss: 0.03116 | Time: 4164.35 ms
[2022-04-10 19:56:32 main:574] : INFO : Epoch 1925 | loss: 0.0311452 | val_loss: 0.0311571 | Time: 4181.7 ms
[2022-04-10 19:56:36 main:574] : INFO : Epoch 1926 | loss: 0.0311444 | val_loss: 0.031157 | Time: 4270.07 ms
[2022-04-10 19:56:40 main:574] : INFO : Epoch 1927 | loss: 0.0311445 | val_loss: 0.0311566 | Time: 4223.38 ms
[2022-04-10 19:56:44 main:574] : INFO : Epoch 1928 | loss: 0.031144 | val_loss: 0.0311557 | Time: 4121.6 ms
[2022-04-10 19:56:48 main:574] : INFO : Epoch 1929 | loss: 0.0311448 | val_loss: 0.0311574 | Time: 4104.29 ms
[2022-04-10 19:56:52 main:574] : INFO : Epoch 1930 | loss: 0.0311428 | val_loss: 0.0311519 | Time: 4130.97 ms
[2022-04-10 19:56:57 main:574] : INFO : Epoch 1931 | loss: 0.0311431 | val_loss: 0.0311541 | Time: 4094.71 ms
[2022-04-10 19:57:01 main:574] : INFO : Epoch 1932 | loss: 0.0311415 | val_loss: 0.0311532 | Time: 4167.76 ms
[2022-04-10 19:57:05 main:574] : INFO : Epoch 1933 | loss: 0.0311419 | val_loss: 0.0311552 | Time: 4068.95 ms
[2022-04-10 19:57:09 main:574] : INFO : Epoch 1934 | loss: 0.0311424 | val_loss: 0.0311559 | Time: 4150.6 ms
[2022-04-10 19:57:13 main:574] : INFO : Epoch 1935 | loss: 0.0311435 | val_loss: 0.0311597 | Time: 4132.51 ms
[2022-04-10 19:57:17 main:574] : INFO : Epoch 1936 | loss: 0.0311436 | val_loss: 0.031157 | Time: 4178.61 ms
[2022-04-10 19:57:21 main:574] : INFO : Epoch 1937 | loss: 0.0311432 | val_loss: 0.0311541 | Time: 4215.62 ms
[2022-04-10 19:57:36 main:574] : INFO : Epoch 1938 | loss: 0.031142 | val_loss: 0.0311536 | Time: 14397.3 ms
[2022-04-10 19:57:40 main:574] : INFO : Epoch 1939 | loss: 0.0311433 | val_loss: 0.0311567 | Time: 4216.2 ms
[2022-04-10 19:57:44 main:574] : INFO : Epoch 1940 | loss: 0.0311443 | val_loss: 0.0311537 | Time: 4241.87 ms
[2022-04-10 19:57:48 main:574] : INFO : Epoch 1941 | loss: 0.031144 | val_loss: 0.0311539 | Time: 4131.32 ms
[2022-04-10 19:57:53 main:574] : INFO : Epoch 1942 | loss: 0.0311431 | val_loss: 0.0311531 | Time: 4152.15 ms
[2022-04-10 19:57:57 main:574] : INFO : Epoch 1943 | loss: 0.0311417 | val_loss: 0.0311522 | Time: 4162.24 ms
[2022-04-10 19:58:01 main:574] : INFO : Epoch 1944 | loss: 0.0311412 | val_loss: 0.0311556 | Time: 4126.7 ms
[2022-04-10 19:58:05 main:574] : INFO : Epoch 1945 | loss: 0.0311424 | val_loss: 0.0311533 | Time: 4151.16 ms
[2022-04-10 19:58:09 main:574] : INFO : Epoch 1946 | loss: 0.0311431 | val_loss: 0.0311561 | Time: 4217.51 ms
[2022-04-10 19:58:13 main:574] : INFO : Epoch 1947 | loss: 0.0311485 | val_loss: 0.0311546 | Time: 4107.36 ms
[2022-04-10 19:58:18 main:574] : INFO : Epoch 1948 | loss: 0.0311442 | val_loss: 0.031154 | Time: 4201.09 ms
[2022-04-10 19:58:22 main:574] : INFO : Epoch 1949 | loss: 0.0311427 | val_loss: 0.031155 | Time: 4121.78 ms
[2022-04-10 19:58:26 main:574] : INFO : Epoch 1950 | loss: 0.0311436 | val_loss: 0.0311542 | Time: 4187.47 ms
[2022-04-10 19:58:30 main:574] : INFO : Epoch 1951 | loss: 0.0311425 | val_loss: 0.0311545 | Time: 4211.17 ms
[2022-04-10 19:58:34 main:574] : INFO : Epoch 1952 | loss: 0.031142 | val_loss: 0.0311537 | Time: 4139.05 ms
[2022-04-10 19:58:38 main:574] : INFO : Epoch 1953 | loss: 0.0311437 | val_loss: 0.031159 | Time: 4109.86 ms
[2022-04-10 19:58:43 main:574] : INFO : Epoch 1954 | loss: 0.0311434 | val_loss: 0.0311558 | Time: 4155.78 ms
[2022-04-10 19:58:47 main:574] : INFO : Epoch 1955 | loss: 0.0311456 | val_loss: 0.0311544 | Time: 4270.55 ms
[2022-04-10 19:58:51 main:574] : INFO : Epoch 1956 | loss: 0.0311509 | val_loss: 0.0311552 | Time: 4281.35 ms
[2022-04-10 19:58:55 main:574] : INFO : Epoch 1957 | loss: 0.0311487 | val_loss: 0.0311542 | Time: 4166.08 ms
[2022-04-10 19:58:59 main:574] : INFO : Epoch 1958 | loss: 0.0311483 | val_loss: 0.031153 | Time: 4147.37 ms
[2022-04-10 19:59:04 main:574] : INFO : Epoch 1959 | loss: 0.0311463 | val_loss: 0.0311561 | Time: 4138.33 ms
[2022-04-10 19:59:08 main:574] : INFO : Epoch 1960 | loss: 0.0311474 | val_loss: 0.031153 | Time: 4112.86 ms
[2022-04-10 19:59:12 main:574] : INFO : Epoch 1961 | loss: 0.0311483 | val_loss: 0.0311555 | Time: 4170.16 ms
[2022-04-10 19:59:16 main:574] : INFO : Epoch 1962 | loss: 0.0311482 | val_loss: 0.0311574 | Time: 4078.3 ms
[2022-04-10 19:59:20 main:574] : INFO : Epoch 1963 | loss: 0.031147 | val_loss: 0.0311553 | Time: 4123.52 ms
[2022-04-10 19:59:24 main:574] : INFO : Epoch 1964 | loss: 0.0311466 | val_loss: 0.0311555 | Time: 4129.39 ms
[2022-04-10 19:59:28 main:574] : INFO : Epoch 1965 | loss: 0.0311472 | val_loss: 0.0311606 | Time: 4128.17 ms
[2022-04-10 19:59:33 main:574] : INFO : Epoch 1966 | loss: 0.0311492 | val_loss: 0.0311599 | Time: 4232.29 ms
[2022-04-10 19:59:37 main:574] : INFO : Epoch 1967 | loss: 0.031151 | val_loss: 0.031155 | Time: 4118.23 ms
[2022-04-10 19:59:41 main:574] : INFO : Epoch 1968 | loss: 0.0311502 | val_loss: 0.0311553 | Time: 4159.37 ms
[2022-04-10 19:59:45 main:574] : INFO : Epoch 1969 | loss: 0.0311486 | val_loss: 0.0311547 | Time: 4145.65 ms
[2022-04-10 19:59:49 main:574] : INFO : Epoch 1970 | loss: 0.0311481 | val_loss: 0.0311548 | Time: 4102.36 ms
[2022-04-10 19:59:53 main:574] : INFO : Epoch 1971 | loss: 0.0311486 | val_loss: 0.0311535 | Time: 4156.08 ms
[2022-04-10 19:59:58 main:574] : INFO : Epoch 1972 | loss: 0.0311499 | val_loss: 0.0311533 | Time: 4262.16 ms
[2022-04-10 20:00:02 main:574] : INFO : Epoch 1973 | loss: 0.0311486 | val_loss: 0.0311525 | Time: 4148.22 ms
[2022-04-10 20:00:06 main:574] : INFO : Epoch 1974 | loss: 0.0311472 | val_loss: 0.031155 | Time: 4092.76 ms
[2022-04-10 20:00:10 main:574] : INFO : Epoch 1975 | loss: 0.0311483 | val_loss: 0.0311545 | Time: 4180.75 ms
[2022-04-10 20:00:14 main:574] : INFO : Epoch 1976 | loss: 0.0311477 | val_loss: 0.031155 | Time: 4194.14 ms
[2022-04-10 20:00:18 main:574] : INFO : Epoch 1977 | loss: 0.0311489 | val_loss: 0.0311521 | Time: 4086.76 ms
[2022-04-10 20:00:22 main:574] : INFO : Epoch 1978 | loss: 0.0311481 | val_loss: 0.0311514 | Time: 4118.49 ms
[2022-04-10 20:00:27 main:574] : INFO : Epoch 1979 | loss: 0.0311477 | val_loss: 0.0311511 | Time: 4138.12 ms
[2022-04-10 20:00:31 main:574] : INFO : Epoch 1980 | loss: 0.0311464 | val_loss: 0.0311519 | Time: 4172.92 ms
[2022-04-10 20:00:35 main:574] : INFO : Epoch 1981 | loss: 0.0311451 | val_loss: 0.0311516 | Time: 4136.61 ms
[2022-04-10 20:00:39 main:574] : INFO : Epoch 1982 | loss: 0.0311451 | val_loss: 0.0311534 | Time: 4125.41 ms
[2022-04-10 20:00:43 main:574] : INFO : Epoch 1983 | loss: 0.031145 | val_loss: 0.0311517 | Time: 4175.18 ms
[2022-04-10 20:00:47 main:574] : INFO : Epoch 1984 | loss: 0.0311444 | val_loss: 0.0311519 | Time: 4121.54 ms
[2022-04-10 20:00:51 main:574] : INFO : Epoch 1985 | loss: 0.0311463 | val_loss: 0.0311511 | Time: 4127.81 ms
[2022-04-10 20:00:56 main:574] : INFO : Epoch 1986 | loss: 0.0311458 | val_loss: 0.0311512 | Time: 4224.54 ms
[2022-04-10 20:01:00 main:574] : INFO : Epoch 1987 | loss: 0.0311454 | val_loss: 0.0311527 | Time: 4216.98 ms
[2022-04-10 20:01:04 main:574] : INFO : Epoch 1988 | loss: 0.0311453 | val_loss: 0.0311548 | Time: 4209.99 ms
[2022-04-10 20:01:08 main:574] : INFO : Epoch 1989 | loss: 0.0311481 | val_loss: 0.0311522 | Time: 4130.81 ms
[2022-04-10 20:01:12 main:574] : INFO : Epoch 1990 | loss: 0.0311502 | val_loss: 0.0311581 | Time: 4125.88 ms
[2022-04-10 20:01:17 main:574] : INFO : Epoch 1991 | loss: 0.0311572 | val_loss: 0.0311602 | Time: 4093.55 ms
[2022-04-10 20:01:21 main:574] : INFO : Epoch 1992 | loss: 0.0311638 | val_loss: 0.0311662 | Time: 4131.79 ms
[2022-04-10 20:01:25 main:574] : INFO : Epoch 1993 | loss: 0.031165 | val_loss: 0.0311627 | Time: 4171.5 ms
[2022-04-10 20:01:29 main:574] : INFO : Epoch 1994 | loss: 0.0311608 | val_loss: 0.0311602 | Time: 4225.1 ms
[2022-04-10 20:01:33 main:574] : INFO : Epoch 1995 | loss: 0.0311579 | val_loss: 0.0311594 | Time: 4119.3 ms
[2022-04-10 20:01:37 main:574] : INFO : Epoch 1996 | loss: 0.0311559 | val_loss: 0.0311562 | Time: 4198.39 ms
[2022-04-10 20:01:42 main:574] : INFO : Epoch 1997 | loss: 0.0311554 | val_loss: 0.0311592 | Time: 4219.3 ms
[2022-04-10 20:01:46 main:574] : INFO : Epoch 1998 | loss: 0.0311553 | val_loss: 0.0311535 | Time: 4191.44 ms
[2022-04-10 20:01:50 main:574] : INFO : Epoch 1999 | loss: 0.0311542 | val_loss: 0.0311558 | Time: 4150.7 ms
[2022-04-10 20:01:54 main:574] : INFO : Epoch 2000 | loss: 0.0311563 | val_loss: 0.0311606 | Time: 4139.37 ms
[2022-04-10 20:01:58 main:574] : INFO : Epoch 2001 | loss: 0.0311558 | val_loss: 0.0311607 | Time: 4127.91 ms
[2022-04-10 20:02:02 main:574] : INFO : Epoch 2002 | loss: 0.0311547 | val_loss: 0.0311595 | Time: 4072.04 ms
[2022-04-10 20:02:06 main:574] : INFO : Epoch 2003 | loss: 0.0311534 | val_loss: 0.0311578 | Time: 4163.98 ms
[2022-04-10 20:02:11 main:574] : INFO : Epoch 2004 | loss: 0.0311517 | val_loss: 0.0311558 | Time: 4268.18 ms
[2022-04-10 20:02:15 main:574] : INFO : Epoch 2005 | loss: 0.0311515 | val_loss: 0.0311574 | Time: 4232.05 ms
[2022-04-10 20:02:19 main:574] : INFO : Epoch 2006 | loss: 0.0311502 | val_loss: 0.0311574 | Time: 4142.96 ms
[2022-04-10 20:02:23 main:574] : INFO : Epoch 2007 | loss: 0.031151 | val_loss: 0.0311573 | Time: 4181.36 ms
[2022-04-10 20:02:28 main:574] : INFO : Epoch 2008 | loss: 0.031155 | val_loss: 0.0311591 | Time: 4207.68 ms
[2022-04-10 20:02:32 main:574] : INFO : Epoch 2009 | loss: 0.0311549 | val_loss: 0.0311614 | Time: 4151.09 ms
[2022-04-10 20:02:36 main:574] : INFO : Epoch 2010 | loss: 0.0311558 | val_loss: 0.0311563 | Time: 4123.15 ms
[2022-04-10 20:02:40 main:574] : INFO : Epoch 2011 | loss: 0.0311543 | val_loss: 0.0311571 | Time: 4151.6 ms
[2022-04-10 20:02:44 main:574] : INFO : Epoch 2012 | loss: 0.031153 | val_loss: 0.0311583 | Time: 4192.22 ms
[2022-04-10 20:02:48 main:574] : INFO : Epoch 2013 | loss: 0.0311513 | val_loss: 0.0311587 | Time: 4121.37 ms
[2022-04-10 20:02:52 main:574] : INFO : Epoch 2014 | loss: 0.0311512 | val_loss: 0.0311552 | Time: 4096.25 ms
[2022-04-10 20:02:56 main:574] : INFO : Epoch 2015 | loss: 0.0311497 | val_loss: 0.0311569 | Time: 4097.87 ms
[2022-04-10 20:03:01 main:574] : INFO : Epoch 2016 | loss: 0.0311503 | val_loss: 0.0311564 | Time: 4149.52 ms
[2022-04-10 20:03:05 main:574] : INFO : Epoch 2017 | loss: 0.0311502 | val_loss: 0.0311568 | Time: 4240.81 ms
[2022-04-10 20:03:09 main:574] : INFO : Epoch 2018 | loss: 0.031149 | val_loss: 0.0311588 | Time: 4111.86 ms
[2022-04-10 20:03:13 main:574] : INFO : Epoch 2019 | loss: 0.0311485 | val_loss: 0.0311558 | Time: 4195.82 ms
[2022-04-10 20:03:18 main:574] : INFO : Epoch 2020 | loss: 0.0311466 | val_loss: 0.0311568 | Time: 4283.37 ms
[2022-04-10 20:03:22 main:574] : INFO : Epoch 2021 | loss: 0.0311464 | val_loss: 0.0311569 | Time: 4159.35 ms
[2022-04-10 20:03:26 main:574] : INFO : Epoch 2022 | loss: 0.0311464 | val_loss: 0.0311582 | Time: 4164.31 ms
[2022-04-10 20:03:30 main:574] : INFO : Epoch 2023 | loss: 0.0311478 | val_loss: 0.0311603 | Time: 4126.36 ms
[2022-04-10 20:03:34 main:574] : INFO : Epoch 2024 | loss: 0.0311523 | val_loss: 0.0311568 | Time: 4146.93 ms
[2022-04-10 20:03:38 main:574] : INFO : Epoch 2025 | loss: 0.0311487 | val_loss: 0.0311552 | Time: 4158.99 ms
[2022-04-10 20:03:42 main:574] : INFO : Epoch 2026 | loss: 0.031148 | val_loss: 0.0311546 | Time: 4121.14 ms
[2022-04-10 20:03:47 main:574] : INFO : Epoch 2027 | loss: 0.0311485 | val_loss: 0.0311535 | Time: 4160.93 ms
[2022-04-10 20:03:51 main:574] : INFO : Epoch 2028 | loss: 0.0311491 | val_loss: 0.031153 | Time: 4123.91 ms
[2022-04-10 20:03:55 main:574] : INFO : Epoch 2029 | loss: 0.0311479 | val_loss: 0.0311554 | Time: 4237.57 ms
[2022-04-10 20:03:59 main:574] : INFO : Epoch 2030 | loss: 0.0311467 | val_loss: 0.0311534 | Time: 4142.65 ms
[2022-04-10 20:04:03 main:574] : INFO : Epoch 2031 | loss: 0.0311457 | val_loss: 0.0311525 | Time: 4139.74 ms
[2022-04-10 20:04:07 main:574] : INFO : Epoch 2032 | loss: 0.0311466 | val_loss: 0.031154 | Time: 4126.03 ms
[2022-04-10 20:04:12 main:574] : INFO : Epoch 2033 | loss: 0.031146 | val_loss: 0.0311546 | Time: 4126.3 ms
[2022-04-10 20:04:16 main:574] : INFO : Epoch 2034 | loss: 0.0311456 | val_loss: 0.0311553 | Time: 4198.07 ms
[2022-04-10 20:04:20 main:574] : INFO : Epoch 2035 | loss: 0.031144 | val_loss: 0.031155 | Time: 4181.56 ms
[2022-04-10 20:04:24 main:574] : INFO : Epoch 2036 | loss: 0.0311438 | val_loss: 0.0311573 | Time: 4240.54 ms
[2022-04-10 20:04:28 main:574] : INFO : Epoch 2037 | loss: 0.0311437 | val_loss: 0.0311539 | Time: 4166.71 ms
[2022-04-10 20:04:33 main:574] : INFO : Epoch 2038 | loss: 0.0311442 | val_loss: 0.0311538 | Time: 4217.56 ms
[2022-04-10 20:04:37 main:574] : INFO : Epoch 2039 | loss: 0.0311455 | val_loss: 0.0311536 | Time: 4125.93 ms
[2022-04-10 20:04:41 main:574] : INFO : Epoch 2040 | loss: 0.0311466 | val_loss: 0.0311524 | Time: 4136.48 ms
[2022-04-10 20:04:45 main:574] : INFO : Epoch 2041 | loss: 0.0311463 | val_loss: 0.0311532 | Time: 4130.49 ms
[2022-04-10 20:04:49 main:574] : INFO : Epoch 2042 | loss: 0.0311474 | val_loss: 0.0311534 | Time: 4143.25 ms
[2022-04-10 20:04:53 main:574] : INFO : Epoch 2043 | loss: 0.0311463 | val_loss: 0.0311533 | Time: 4131.85 ms
[2022-04-10 20:04:57 main:574] : INFO : Epoch 2044 | loss: 0.0311461 | val_loss: 0.0311537 | Time: 4127.26 ms
[2022-04-10 20:05:02 main:574] : INFO : Epoch 2045 | loss: 0.0311468 | val_loss: 0.0311534 | Time: 4166.5 ms
[2022-04-10 20:05:06 main:574] : INFO : Epoch 2046 | loss: 0.0311466 | val_loss: 0.0311536 | Time: 4123.13 ms
[2022-04-10 20:05:10 main:574] : INFO : Epoch 2047 | loss: 0.0311453 | val_loss: 0.0311543 | Time: 4112.28 ms
[2022-04-10 20:05:14 main:574] : INFO : Epoch 2048 | loss: 0.031144 | val_loss: 0.0311521 | Time: 4167.98 ms
[2022-04-10 20:05:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311521
[2022-04-10 20:05:14 main:603] : INFO : Saving end state to config to file
[2022-04-10 20:05:14 main:608] : INFO : Success, exiting..
20:05:14 (58896): 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)