Task 13944249
| Name | ParityModified-1647047692-4438-2-0_0 |
| Workunit | 11019844 |
| Created | 28 Mar 2022, 13:39:38 UTC |
| Sent | 6 Apr 2022, 0:13:18 UTC |
| Report deadline | 14 Apr 2022, 0:13:18 UTC |
| Received | 11 Apr 2022, 17:04:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 27 min 44 sec |
| CPU time | 2 hours 26 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 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: 0.0311247 | val_loss: 0.0311619 | Time: 4294.09 ms
[2022-04-11 18:27:35 main:574] : INFO : Epoch 1543 | loss: 0.0311255 | val_loss: 0.0311624 | Time: 4306.62 ms
[2022-04-11 18:27:40 main:574] : INFO : Epoch 1544 | loss: 0.0311239 | val_loss: 0.0311617 | Time: 4360.73 ms
[2022-04-11 18:27:44 main:574] : INFO : Epoch 1545 | loss: 0.0311248 | val_loss: 0.0311579 | Time: 4335.62 ms
[2022-04-11 18:27:48 main:574] : INFO : Epoch 1546 | loss: 0.0311294 | val_loss: 0.0311587 | Time: 4280.61 ms
[2022-04-11 18:27:53 main:574] : INFO : Epoch 1547 | loss: 0.0311321 | val_loss: 0.0311635 | Time: 4289.47 ms
[2022-04-11 18:27:57 main:574] : INFO : Epoch 1548 | loss: 0.031129 | val_loss: 0.0311571 | Time: 4295.09 ms
[2022-04-11 18:28:01 main:574] : INFO : Epoch 1549 | loss: 0.0311272 | val_loss: 0.0311611 | Time: 4317.24 ms
[2022-04-11 18:28:06 main:574] : INFO : Epoch 1550 | loss: 0.0311273 | val_loss: 0.0311596 | Time: 4285.13 ms
[2022-04-11 18:28:10 main:574] : INFO : Epoch 1551 | loss: 0.0311264 | val_loss: 0.0311593 | Time: 4361.88 ms
[2022-04-11 18:28:14 main:574] : INFO : Epoch 1552 | loss: 0.031125 | val_loss: 0.0311589 | Time: 4317.21 ms
[2022-04-11 18:28:19 main:574] : INFO : Epoch 1553 | loss: 0.0311245 | val_loss: 0.0311596 | Time: 4369.91 ms
[2022-04-11 18:28:23 main:574] : INFO : Epoch 1554 | loss: 0.0311251 | val_loss: 0.0311592 | Time: 4398.32 ms
[2022-04-11 18:28:27 main:574] : INFO : Epoch 1555 | loss: 0.0311212 | val_loss: 0.0311527 | Time: 4326.75 ms
[2022-04-11 18:28:32 main:574] : INFO : Epoch 1556 | loss: 0.0311214 | val_loss: 0.0311575 | Time: 4301.87 ms
[2022-04-11 18:28:36 main:574] : INFO : Epoch 1557 | loss: 0.0311229 | val_loss: 0.0311582 | Time: 4335.3 ms
[2022-04-11 18:28:40 main:574] : INFO : Epoch 1558 | loss: 0.031125 | val_loss: 0.0311572 | Time: 4323.61 ms
[2022-04-11 18:28:45 main:574] : INFO : Epoch 1559 | loss: 0.0311216 | val_loss: 0.0311607 | Time: 4283.48 ms
[2022-04-11 18:28:49 main:574] : INFO : Epoch 1560 | loss: 0.0311224 | val_loss: 0.0311598 | Time: 4320.34 ms
[2022-04-11 18:28:53 main:574] : INFO : Epoch 1561 | loss: 0.0311284 | val_loss: 0.0311681 | Time: 4308.58 ms
[2022-04-11 18:28:58 main:574] : INFO : Epoch 1562 | loss: 0.0311361 | val_loss: 0.0311615 | Time: 4276.09 ms
[2022-04-11 18:29:02 main:574] : INFO : Epoch 1563 | loss: 0.0311331 | val_loss: 0.0311594 | Time: 4304.67 ms
[2022-04-11 18:29:06 main:574] : INFO : Epoch 1564 | loss: 0.0311288 | val_loss: 0.0311584 | Time: 4345.98 ms
[2022-04-11 18:29:11 main:574] : INFO : Epoch 1565 | loss: 0.0311275 | val_loss: 0.031162 | Time: 4349.31 ms
[2022-04-11 18:29:15 main:574] : INFO : Epoch 1566 | loss: 0.031128 | val_loss: 0.0311552 | Time: 4308.63 ms
[2022-04-11 18:29:19 main:574] : INFO : Epoch 1567 | loss: 0.0311287 | val_loss: 0.0311553 | Time: 4352.35 ms
[2022-04-11 18:29:24 main:574] : INFO : Epoch 1568 | loss: 0.0311274 | val_loss: 0.031157 | Time: 4277.9 ms
[2022-04-11 18:29:28 main:574] : INFO : Epoch 1569 | loss: 0.0311265 | val_loss: 0.0311563 | Time: 4328.48 ms
[2022-04-11 18:29:32 main:574] : INFO : Epoch 1570 | loss: 0.0311268 | val_loss: 0.0311566 | Time: 4369.06 ms
[2022-04-11 18:29:37 main:574] : INFO : Epoch 1571 | loss: 0.0311238 | val_loss: 0.0311579 | Time: 4322.67 ms
[2022-04-11 18:29:41 main:574] : INFO : Epoch 1572 | loss: 0.0311249 | val_loss: 0.0311579 | Time: 4324.13 ms
[2022-04-11 18:29:45 main:574] : INFO : Epoch 1573 | loss: 0.0311233 | val_loss: 0.0311572 | Time: 4345.84 ms
[2022-04-11 18:29:50 main:574] : INFO : Epoch 1574 | loss: 0.0311252 | val_loss: 0.0311587 | Time: 4294.86 ms
[2022-04-11 18:29:54 main:574] : INFO : Epoch 1575 | loss: 0.0311247 | val_loss: 0.0311595 | Time: 4320.54 ms
[2022-04-11 18:29:58 main:574] : INFO : Epoch 1576 | loss: 0.0311237 | val_loss: 0.0311586 | Time: 4352.43 ms
[2022-04-11 18:30:03 main:574] : INFO : Epoch 1577 | loss: 0.0311252 | val_loss: 0.0311564 | Time: 4268.65 ms
[2022-04-11 18:30:07 main:574] : INFO : Epoch 1578 | loss: 0.0311234 | val_loss: 0.0311611 | Time: 4278.42 ms
[2022-04-11 18:30:11 main:574] : INFO : Epoch 1579 | loss: 0.0311246 | val_loss: 0.031158 | Time: 4333.57 ms
[2022-04-11 18:30:15 main:574] : INFO : Epoch 1580 | loss: 0.0311239 | val_loss: 0.031163 | Time: 4346.82 ms
[2022-04-11 18:30:20 main:574] : INFO : Epoch 1581 | loss: 0.0311256 | val_loss: 0.0311539 | Time: 4291.46 ms
[2022-04-11 18:30:24 main:574] : INFO : Epoch 1582 | loss: 0.0311238 | val_loss: 0.0311591 | Time: 4303.17 ms
[2022-04-11 18:30:28 main:574] : INFO : Epoch 1583 | loss: 0.0311216 | val_loss: 0.0311591 | Time: 4327.17 ms
[2022-04-11 18:30:33 main:574] : INFO : Epoch 1584 | loss: 0.0311215 | val_loss: 0.0311567 | Time: 4327.68 ms
[2022-04-11 18:30:37 main:574] : INFO : Epoch 1585 | loss: 0.0311224 | val_loss: 0.031165 | Time: 4288.6 ms
[2022-04-11 18:30:41 main:574] : INFO : Epoch 1586 | loss: 0.0311228 | val_loss: 0.0311589 | Time: 4330.43 ms
[2022-04-11 18:30:46 main:574] : INFO : Epoch 1587 | loss: 0.0311212 | val_loss: 0.0311576 | Time: 4344.27 ms
[2022-04-11 18:30:50 main:574] : INFO : Epoch 1588 | loss: 0.0311221 | val_loss: 0.0311557 | Time: 4299.61 ms
[2022-04-11 18:30:54 main:574] : INFO : Epoch 1589 | loss: 0.0311223 | val_loss: 0.0311532 | Time: 4289.11 ms
[2022-04-11 18:30:59 main:574] : INFO : Epoch 1590 | loss: 0.0311218 | val_loss: 0.0311594 | Time: 4297.84 ms
[2022-04-11 18:31:03 main:574] : INFO : Epoch 1591 | loss: 0.0311215 | val_loss: 0.0311604 | Time: 4288.92 ms
[2022-04-11 18:31:07 main:574] : INFO : Epoch 1592 | loss: 0.0311222 | val_loss: 0.031158 | Time: 4345.96 ms
[2022-04-11 18:31:12 main:574] : INFO : Epoch 1593 | loss: 0.0311326 | val_loss: 0.0311597 | Time: 4283.27 ms
[2022-04-11 18:31:16 main:574] : INFO : Epoch 1594 | loss: 0.0311323 | val_loss: 0.0311604 | Time: 4274.62 ms
[2022-04-11 18:31:20 main:574] : INFO : Epoch 1595 | loss: 0.031131 | val_loss: 0.0311561 | Time: 4323.68 ms
[2022-04-11 18:31:25 main:574] : INFO : Epoch 1596 | loss: 0.0311347 | val_loss: 0.0311568 | Time: 4326.01 ms
[2022-04-11 18:31:29 main:574] : INFO : Epoch 1597 | loss: 0.0311319 | val_loss: 0.0311576 | Time: 4281.73 ms
[2022-04-11 18:31:33 main:574] : INFO : Epoch 1598 | loss: 0.0311292 | val_loss: 0.0311569 | Time: 4315.24 ms
[2022-04-11 18:31:37 main:574] : INFO : Epoch 1599 | loss: 0.031128 | val_loss: 0.0311545 | Time: 4294.89 ms
[2022-04-11 18:31:42 main:574] : INFO : Epoch 1600 | loss: 0.031126 | val_loss: 0.0311558 | Time: 4356.27 ms
[2022-04-11 18:31:46 main:574] : INFO : Epoch 1601 | loss: 0.0311246 | val_loss: 0.031156 | Time: 4299.64 ms
[2022-04-11 18:31:50 main:574] : INFO : Epoch 1602 | loss: 0.0311236 | val_loss: 0.0311533 | Time: 4322.41 ms
[2022-04-11 18:31:55 main:574] : INFO : Epoch 1603 | loss: 0.0311255 | val_loss: 0.0311568 | Time: 4324.87 ms
[2022-04-11 18:31:59 main:574] : INFO : Epoch 1604 | loss: 0.0311251 | val_loss: 0.0311584 | Time: 4343.79 ms
[2022-04-11 18:32:03 main:574] : INFO : Epoch 1605 | loss: 0.0311255 | val_loss: 0.0311581 | Time: 4312.29 ms
[2022-04-11 18:32:08 main:574] : INFO : Epoch 1606 | loss: 0.0311365 | val_loss: 0.0311596 | Time: 4339.24 ms
[2022-04-11 18:32:12 main:574] : INFO : Epoch 1607 | loss: 0.0311381 | val_loss: 0.0311519 | Time: 4336.94 ms
[2022-04-11 18:32:16 main:574] : INFO : Epoch 1608 | loss: 0.031137 | val_loss: 0.031157 | Time: 4319.87 ms
[2022-04-11 18:32:21 main:574] : INFO : Epoch 1609 | loss: 0.0311366 | val_loss: 0.0311582 | Time: 4338.49 ms
[2022-04-11 18:32:25 main:574] : INFO : Epoch 1610 | loss: 0.0311369 | val_loss: 0.0311561 | Time: 4344.9 ms
[2022-04-11 18:32:29 main:574] : INFO : Epoch 1611 | loss: 0.0311463 | val_loss: 0.0311648 | Time: 4290.05 ms
[2022-04-11 18:32:34 main:574] : INFO : Epoch 1612 | loss: 0.0311544 | val_loss: 0.0311618 | Time: 4328.7 ms
[2022-04-11 18:32:38 main:574] : INFO : Epoch 1613 | loss: 0.0311476 | val_loss: 0.0311551 | Time: 4345.08 ms
[2022-04-11 18:32:42 main:574] : INFO : Epoch 1614 | loss: 0.0311461 | val_loss: 0.0311544 | Time: 4342.08 ms
[2022-04-11 18:32:47 main:574] : INFO : Epoch 1615 | loss: 0.0311441 | val_loss: 0.0311574 | Time: 4363.65 ms
[2022-04-11 18:32:51 main:574] : INFO : Epoch 1616 | loss: 0.0311437 | val_loss: 0.0311553 | Time: 4323.61 ms
[2022-04-11 18:32:56 main:574] : INFO : Epoch 1617 | loss: 0.0311417 | val_loss: 0.0311589 | Time: 4435.2 ms
[2022-04-11 18:33:00 main:574] : INFO : Epoch 1618 | loss: 0.0311412 | val_loss: 0.0311597 | Time: 4347.6 ms
[2022-04-11 18:33:04 main:574] : INFO : Epoch 1619 | loss: 0.0311412 | val_loss: 0.0311614 | Time: 4354.2 ms
[2022-04-11 18:33:09 main:574] : INFO : Epoch 1620 | loss: 0.0311382 | val_loss: 0.0311578 | Time: 4297.13 ms
[2022-04-11 18:33:13 main:574] : INFO : Epoch 1621 | loss: 0.0311377 | val_loss: 0.031157 | Time: 4306.36 ms
[2022-04-11 18:33:17 main:574] : INFO : Epoch 1622 | loss: 0.031138 | val_loss: 0.0311604 | Time: 4308.99 ms
[2022-04-11 18:33:21 main:574] : INFO : Epoch 1623 | loss: 0.031139 | val_loss: 0.03116 | Time: 4269.96 ms
[2022-04-11 18:33:26 main:574] : INFO : Epoch 1624 | loss: 0.0311379 | val_loss: 0.0311577 | Time: 4283.08 ms
[2022-04-11 18:33:30 main:574] : INFO : Epoch 1625 | loss: 0.0311435 | val_loss: 0.0311635 | Time: 4330.68 ms
[2022-04-11 18:33:34 main:574] : INFO : Epoch 1626 | loss: 0.0311471 | val_loss: 0.0311621 | Time: 4314.71 ms
[2022-04-11 18:33:39 main:574] : INFO : Epoch 1627 | loss: 0.0311454 | val_loss: 0.0311607 | Time: 4328.67 ms
[2022-04-11 18:33:43 main:574] : INFO : Epoch 1628 | loss: 0.0311437 | val_loss: 0.0311579 | Time: 4222.12 ms
[2022-04-11 18:33:47 main:574] : INFO : Epoch 1629 | loss: 0.0311428 | val_loss: 0.0311566 | Time: 4313.8 ms
[2022-04-11 18:33:52 main:574] : INFO : Epoch 1630 | loss: 0.0311418 | val_loss: 0.0311562 | Time: 4331.61 ms
[2022-04-11 18:33:56 main:574] : INFO : Epoch 1631 | loss: 0.0311402 | val_loss: 0.0311557 | Time: 4319.02 ms
[2022-04-11 18:34:00 main:574] : INFO : Epoch 1632 | loss: 0.0311455 | val_loss: 0.0311629 | Time: 4316.22 ms
[2022-04-11 18:34:05 main:574] : INFO : Epoch 1633 | loss: 0.0311529 | val_loss: 0.0311634 | Time: 4289.03 ms
[2022-04-11 18:34:09 main:574] : INFO : Epoch 1634 | loss: 0.0311482 | val_loss: 0.0311625 | Time: 4308.6 ms
[2022-04-11 18:34:13 main:574] : INFO : Epoch 1635 | loss: 0.0311462 | val_loss: 0.0311596 | Time: 4287.8 ms
[2022-04-11 18:34:17 main:574] : INFO : Epoch 1636 | loss: 0.0311452 | val_loss: 0.0311574 | Time: 4314.87 ms
[2022-04-11 18:34:22 main:574] : INFO : Epoch 1637 | loss: 0.0311435 | val_loss: 0.0311589 | Time: 4320.99 ms
[2022-04-11 18:34:26 main:574] : INFO : Epoch 1638 | loss: 0.0311418 | val_loss: 0.0311572 | Time: 4346.85 ms
[2022-04-11 18:34:30 main:574] : INFO : Epoch 1639 | loss: 0.0311416 | val_loss: 0.0311572 | Time: 4332.4 ms
[2022-04-11 18:34:35 main:574] : INFO : Epoch 1640 | loss: 0.0311394 | val_loss: 0.031159 | Time: 4300.28 ms
[2022-04-11 18:34:39 main:574] : INFO : Epoch 1641 | loss: 0.0311402 | val_loss: 0.0311537 | Time: 4316.94 ms
[2022-04-11 18:34:43 main:574] : INFO : Epoch 1642 | loss: 0.0311405 | val_loss: 0.031165 | Time: 4293.59 ms
[2022-04-11 18:34:48 main:574] : INFO : Epoch 1643 | loss: 0.0311484 | val_loss: 0.0311693 | Time: 4367.48 ms
[2022-04-11 18:34:52 main:574] : INFO : Epoch 1644 | loss: 0.0311517 | val_loss: 0.0311627 | Time: 4305.45 ms
[2022-04-11 18:34:56 main:574] : INFO : Epoch 1645 | loss: 0.0311494 | val_loss: 0.0311612 | Time: 4322.88 ms
[2022-04-11 18:35:01 main:574] : INFO : Epoch 1646 | loss: 0.0311475 | val_loss: 0.0311651 | Time: 4368.43 ms
[2022-04-11 18:35:05 main:574] : INFO : Epoch 1647 | loss: 0.0311474 | val_loss: 0.031166 | Time: 4310.37 ms
[2022-04-11 18:35:09 main:574] : INFO : Epoch 1648 | loss: 0.0311504 | val_loss: 0.0311623 | Time: 4356.93 ms
[2022-04-11 18:35:14 main:574] : INFO : Epoch 1649 | loss: 0.0311601 | val_loss: 0.031165 | Time: 4292.53 ms
[2022-04-11 18:35:18 main:574] : INFO : Epoch 1650 | loss: 0.0311581 | val_loss: 0.0311638 | Time: 4370.82 ms
[2022-04-11 18:35:22 main:574] : INFO : Epoch 1651 | loss: 0.0311526 | val_loss: 0.0311623 | Time: 4306.88 ms
[2022-04-11 18:35:27 main:574] : INFO : Epoch 1652 | loss: 0.0311528 | val_loss: 0.0311655 | Time: 4365.07 ms
[2022-04-11 18:35:31 main:574] : INFO : Epoch 1653 | loss: 0.0311634 | val_loss: 0.0311688 | Time: 4350.56 ms
[2022-04-11 18:35:36 main:574] : INFO : Epoch 1654 | loss: 0.0311667 | val_loss: 0.0311633 | Time: 4351.18 ms
[2022-04-11 18:35:40 main:574] : INFO : Epoch 1655 | loss: 0.031162 | val_loss: 0.0311613 | Time: 4312.31 ms
[2022-04-11 18:35:44 main:574] : INFO : Epoch 1656 | loss: 0.0311596 | val_loss: 0.0311606 | Time: 4321.85 ms
[2022-04-11 18:35:49 main:574] : INFO : Epoch 1657 | loss: 0.0311608 | val_loss: 0.0311615 | Time: 4328.75 ms
[2022-04-11 18:35:53 main:574] : INFO : Epoch 1658 | loss: 0.0311593 | val_loss: 0.031161 | Time: 4419.72 ms
[2022-04-11 18:35:57 main:574] : INFO : Epoch 1659 | loss: 0.0311571 | val_loss: 0.0311668 | Time: 4366.22 ms
[2022-04-11 18:36:02 main:574] : INFO : Epoch 1660 | loss: 0.0311573 | val_loss: 0.0311634 | Time: 4308.23 ms
[2022-04-11 18:36:06 main:574] : INFO : Epoch 1661 | loss: 0.0311545 | val_loss: 0.0311639 | Time: 4319.77 ms
[2022-04-11 18:36:10 main:574] : INFO : Epoch 1662 | loss: 0.0311519 | val_loss: 0.031165 | Time: 4320.06 ms
[2022-04-11 18:36:15 main:574] : INFO : Epoch 1663 | loss: 0.031156 | val_loss: 0.0311632 | Time: 4306.91 ms
[2022-04-11 18:36:19 main:574] : INFO : Epoch 1664 | loss: 0.031156 | val_loss: 0.0311643 | Time: 4351.38 ms
[2022-04-11 18:36:23 main:574] : INFO : Epoch 1665 | loss: 0.0311549 | val_loss: 0.0311638 | Time: 4248.25 ms
[2022-04-11 18:36:27 main:574] : INFO : Epoch 1666 | loss: 0.0311524 | val_loss: 0.03116 | Time: 4237.5 ms
[2022-04-11 18:36:32 main:574] : INFO : Epoch 1667 | loss: 0.0311503 | val_loss: 0.0311587 | Time: 4312.14 ms
[2022-04-11 18:36:36 main:574] : INFO : Epoch 1668 | loss: 0.0311491 | val_loss: 0.0311612 | Time: 4296.54 ms
[2022-04-11 18:36:40 main:574] : INFO : Epoch 1669 | loss: 0.0311483 | val_loss: 0.0311623 | Time: 4333.49 ms
[2022-04-11 18:36:45 main:574] : INFO : Epoch 1670 | loss: 0.0311498 | val_loss: 0.0311649 | Time: 4401.19 ms
[2022-04-11 18:36:49 main:574] : INFO : Epoch 1671 | loss: 0.0311511 | val_loss: 0.0311641 | Time: 4331.96 ms
[2022-04-11 18:36:53 main:574] : INFO : Epoch 1672 | loss: 0.0311501 | val_loss: 0.0311594 | Time: 4297.09 ms
[2022-04-11 18:36:58 main:574] : INFO : Epoch 1673 | loss: 0.0311473 | val_loss: 0.0311595 | Time: 4347.18 ms
[2022-04-11 18:37:02 main:574] : INFO : Epoch 1674 | loss: 0.0311468 | val_loss: 0.0311574 | Time: 4390.31 ms
[2022-04-11 18:37:06 main:574] : INFO : Epoch 1675 | loss: 0.0311475 | val_loss: 0.0311592 | Time: 4319.37 ms
[2022-04-11 18:37:11 main:574] : INFO : Epoch 1676 | loss: 0.0311464 | val_loss: 0.0311592 | Time: 4310.65 ms
[2022-04-11 18:37:15 main:574] : INFO : Epoch 1677 | loss: 0.0311477 | val_loss: 0.0311605 | Time: 4364.41 ms
[2022-04-11 18:37:20 main:574] : INFO : Epoch 1678 | loss: 0.0311462 | val_loss: 0.0311646 | Time: 4341.55 ms
[2022-04-11 18:37:24 main:574] : INFO : Epoch 1679 | loss: 0.031144 | val_loss: 0.0311622 | Time: 4351.97 ms
[2022-04-11 18:37:28 main:574] : INFO : Epoch 1680 | loss: 0.0311438 | val_loss: 0.0311606 | Time: 4311.2 ms
[2022-04-11 18:37:33 main:574] : INFO : Epoch 1681 | loss: 0.0311429 | val_loss: 0.0311612 | Time: 4335.4 ms
[2022-04-11 18:37:37 main:574] : INFO : Epoch 1682 | loss: 0.0311428 | val_loss: 0.0311599 | Time: 4310.9 ms
[2022-04-11 18:37:41 main:574] : INFO : Epoch 1683 | loss: 0.0311442 | val_loss: 0.0311621 | Time: 4277.34 ms
[2022-04-11 18:37:45 main:574] : INFO : Epoch 1684 | loss: 0.0311412 | val_loss: 0.0311602 | Time: 4309.03 ms
[2022-04-11 18:37:50 main:574] : INFO : Epoch 1685 | loss: 0.0311412 | val_loss: 0.0311617 | Time: 4352.01 ms
[2022-04-11 18:37:54 main:574] : INFO : Epoch 1686 | loss: 0.031142 | val_loss: 0.0311638 | Time: 4273.5 ms
[2022-04-11 18:37:58 main:574] : INFO : Epoch 1687 | loss: 0.0311427 | val_loss: 0.0311619 | Time: 4305.42 ms
[2022-04-11 18:38:03 main:574] : INFO : Epoch 1688 | loss: 0.031144 | val_loss: 0.0311599 | Time: 4344.24 ms
[2022-04-11 18:38:07 main:574] : INFO : Epoch 1689 | loss: 0.0311425 | val_loss: 0.0311614 | Time: 4334.74 ms
[2022-04-11 18:38:11 main:574] : INFO : Epoch 1690 | loss: 0.0311417 | val_loss: 0.0311607 | Time: 4339.15 ms
[2022-04-11 18:38:16 main:574] : INFO : Epoch 1691 | loss: 0.0311422 | val_loss: 0.0311598 | Time: 4331.76 ms
[2022-04-11 18:38:20 main:574] : INFO : Epoch 1692 | loss: 0.031141 | val_loss: 0.0311578 | Time: 4350.25 ms
[2022-04-11 18:38:24 main:574] : INFO : Epoch 1693 | loss: 0.0311415 | val_loss: 0.0311581 | Time: 4324.87 ms
[2022-04-11 18:38:29 main:574] : INFO : Epoch 1694 | loss: 0.0311412 | val_loss: 0.0311633 | Time: 4336.78 ms
[2022-04-11 18:38:33 main:574] : INFO : Epoch 1695 | loss: 0.0311398 | val_loss: 0.031159 | Time: 4345.97 ms
[2022-04-11 18:38:37 main:574] : INFO : Epoch 1696 | loss: 0.0311399 | val_loss: 0.0311601 | Time: 4312.47 ms
[2022-04-11 18:38:42 main:574] : INFO : Epoch 1697 | loss: 0.0311429 | val_loss: 0.0311586 | Time: 4322.52 ms
[2022-04-11 18:38:46 main:574] : INFO : Epoch 1698 | loss: 0.0311441 | val_loss: 0.0311605 | Time: 4346.34 ms
[2022-04-11 18:38:50 main:574] : INFO : Epoch 1699 | loss: 0.0311527 | val_loss: 0.0311641 | Time: 4310.22 ms
[2022-04-11 18:38:55 main:574] : INFO : Epoch 1700 | loss: 0.0311614 | val_loss: 0.0311628 | Time: 4289.17 ms
[2022-04-11 18:38:59 main:574] : INFO : Epoch 1701 | loss: 0.031159 | val_loss: 0.0311619 | Time: 4315.97 ms
[2022-04-11 18:39:03 main:574] : INFO : Epoch 1702 | loss: 0.0311576 | val_loss: 0.0311655 | Time: 4325.1 ms
[2022-04-11 18:39:08 main:574] : INFO : Epoch 1703 | loss: 0.0311567 | val_loss: 0.0311615 | Time: 4338.07 ms
[2022-04-11 18:39:12 main:574] : INFO : Epoch 1704 | loss: 0.031155 | val_loss: 0.0311616 | Time: 4355.25 ms
[2022-04-11 18:39:16 main:574] : INFO : Epoch 1705 | loss: 0.0311534 | val_loss: 0.0311614 | Time: 4346.38 ms
[2022-04-11 18:39:21 main:574] : INFO : Epoch 1706 | loss: 0.0311531 | val_loss: 0.0311642 | Time: 4325.38 ms
[2022-04-11 18:39:25 main:574] : INFO : Epoch 1707 | loss: 0.0311523 | val_loss: 0.0311618 | Time: 4321.8 ms
[2022-04-11 18:39:29 main:574] : INFO : Epoch 1708 | loss: 0.0311526 | val_loss: 0.0311596 | Time: 4336.23 ms
[2022-04-11 18:39:34 main:574] : INFO : Epoch 1709 | loss: 0.0311531 | val_loss: 0.0311627 | Time: 4308.04 ms
[2022-04-11 18:39:38 main:574] : INFO : Epoch 1710 | loss: 0.0311519 | val_loss: 0.0311595 | Time: 4246.44 ms
[2022-04-11 18:39:42 main:574] : INFO : Epoch 1711 | loss: 0.0311525 | val_loss: 0.0311596 | Time: 4327.47 ms
[2022-04-11 18:39:47 main:574] : INFO : Epoch 1712 | loss: 0.0311513 | val_loss: 0.0311586 | Time: 4272.37 ms
[2022-04-11 18:39:51 main:574] : INFO : Epoch 1713 | loss: 0.0311504 | val_loss: 0.031159 | Time: 4325.07 ms
[2022-04-11 18:39:55 main:574] : INFO : Epoch 1714 | loss: 0.0311503 | val_loss: 0.0311569 | Time: 4298.24 ms
[2022-04-11 18:40:00 main:574] : INFO : Epoch 1715 | loss: 0.0311505 | val_loss: 0.0311592 | Time: 4340.86 ms
[2022-04-11 18:40:04 main:574] : INFO : Epoch 1716 | loss: 0.0311496 | val_loss: 0.0311578 | Time: 4417.03 ms
[2022-04-11 18:40:08 main:574] : INFO : Epoch 1717 | loss: 0.0311476 | val_loss: 0.0311591 | Time: 4341.87 ms
[2022-04-11 18:40:13 main:574] : INFO : Epoch 1718 | loss: 0.0311473 | val_loss: 0.0311582 | Time: 4309.29 ms
[2022-04-11 18:40:17 main:574] : INFO : Epoch 1719 | loss: 0.0311467 | val_loss: 0.0311598 | Time: 4312.9 ms
[2022-04-11 18:40:21 main:574] : INFO : Epoch 1720 | loss: 0.031151 | val_loss: 0.0311632 | Time: 4308.2 ms
[2022-04-11 18:40:26 main:574] : INFO : Epoch 1721 | loss: 0.0311487 | val_loss: 0.0311597 | Time: 4309.73 ms
[2022-04-11 18:40:30 main:574] : INFO : Epoch 1722 | loss: 0.0311459 | val_loss: 0.0311583 | Time: 4355.43 ms
[2022-04-11 18:40:34 main:574] : INFO : Epoch 1723 | loss: 0.0311458 | val_loss: 0.0311614 | Time: 4370.76 ms
[2022-04-11 18:40:39 main:574] : INFO : Epoch 1724 | loss: 0.0311475 | val_loss: 0.0311602 | Time: 4311.71 ms
[2022-04-11 18:40:43 main:574] : INFO : Epoch 1725 | loss: 0.0311446 | val_loss: 0.0311603 | Time: 4289.39 ms
[2022-04-11 18:40:47 main:574] : INFO : Epoch 1726 | loss: 0.0311442 | val_loss: 0.0311612 | Time: 4309.32 ms
[2022-04-11 18:40:52 main:574] : INFO : Epoch 1727 | loss: 0.0311434 | val_loss: 0.0311582 | Time: 4324.73 ms
[2022-04-11 18:40:56 main:574] : INFO : Epoch 1728 | loss: 0.0311433 | val_loss: 0.0311585 | Time: 4297.61 ms
[2022-04-11 18:41:00 main:574] : INFO : Epoch 1729 | loss: 0.0311426 | val_loss: 0.0311574 | Time: 4407.46 ms
[2022-04-11 18:41:05 main:574] : INFO : Epoch 1730 | loss: 0.0311418 | val_loss: 0.0311621 | Time: 4334.84 ms
[2022-04-11 18:41:09 main:574] : INFO : Epoch 1731 | loss: 0.0311419 | val_loss: 0.0311578 | Time: 4333.4 ms
[2022-04-11 18:41:13 main:574] : INFO : Epoch 1732 | loss: 0.0311417 | val_loss: 0.031158 | Time: 4313.78 ms
[2022-04-11 18:41:18 main:574] : INFO : Epoch 1733 | loss: 0.0311412 | val_loss: 0.0311607 | Time: 4327.92 ms
[2022-04-11 18:41:22 main:574] : INFO : Epoch 1734 | loss: 0.0311416 | val_loss: 0.0311586 | Time: 4294.81 ms
[2022-04-11 18:41:26 main:574] : INFO : Epoch 1735 | loss: 0.0311423 | val_loss: 0.03116 | Time: 4308.26 ms
[2022-04-11 18:41:31 main:574] : INFO : Epoch 1736 | loss: 0.0311462 | val_loss: 0.0311595 | Time: 4295.67 ms
[2022-04-11 18:41:35 main:574] : INFO : Epoch 1737 | loss: 0.0311476 | val_loss: 0.0311599 | Time: 4343.87 ms
[2022-04-11 18:41:39 main:574] : INFO : Epoch 1738 | loss: 0.0311465 | val_loss: 0.0311595 | Time: 4361.3 ms
[2022-04-11 18:41:44 main:574] : INFO : Epoch 1739 | loss: 0.0311474 | val_loss: 0.031158 | Time: 4293.04 ms
[2022-04-11 18:41:48 main:574] : INFO : Epoch 1740 | loss: 0.031144 | val_loss: 0.0311588 | Time: 4313.59 ms
[2022-04-11 18:41:52 main:574] : INFO : Epoch 1741 | loss: 0.0311421 | val_loss: 0.0311603 | Time: 4315.21 ms
[2022-04-11 18:41:56 main:574] : INFO : Epoch 1742 | loss: 0.0311429 | val_loss: 0.0311623 | Time: 4294.96 ms
[2022-04-11 18:42:01 main:574] : INFO : Epoch 1743 | loss: 0.0311437 | val_loss: 0.0311627 | Time: 4304.57 ms
[2022-04-11 18:42:05 main:574] : INFO : Epoch 1744 | loss: 0.0311434 | val_loss: 0.0311625 | Time: 4243.24 ms
[2022-04-11 18:42:09 main:574] : INFO : Epoch 1745 | loss: 0.0311427 | val_loss: 0.0311579 | Time: 4318.16 ms
[2022-04-11 18:42:14 main:574] : INFO : Epoch 1746 | loss: 0.031142 | val_loss: 0.0311591 | Time: 4299.87 ms
[2022-04-11 18:42:18 main:574] : INFO : Epoch 1747 | loss: 0.0311401 | val_loss: 0.0311619 | Time: 4356.22 ms
[2022-04-11 18:42:22 main:574] : INFO : Epoch 1748 | loss: 0.0311405 | val_loss: 0.0311605 | Time: 4297.94 ms
[2022-04-11 18:42:27 main:574] : INFO : Epoch 1749 | loss: 0.0311439 | val_loss: 0.0311607 | Time: 4346.29 ms
[2022-04-11 18:42:31 main:574] : INFO : Epoch 1750 | loss: 0.0311432 | val_loss: 0.031159 | Time: 4333.26 ms
[2022-04-11 18:42:35 main:574] : INFO : Epoch 1751 | loss: 0.0311419 | val_loss: 0.0311623 | Time: 4340.28 ms
[2022-04-11 18:42:40 main:574] : INFO : Epoch 1752 | loss: 0.0311398 | val_loss: 0.0311614 | Time: 4306 ms
[2022-04-11 18:42:44 main:574] : INFO : Epoch 1753 | loss: 0.0311378 | val_loss: 0.0311589 | Time: 4295.53 ms
[2022-04-11 18:42:48 main:574] : INFO : Epoch 1754 | loss: 0.0311485 | val_loss: 0.031176 | Time: 4331.58 ms
[2022-04-11 18:42:53 main:574] : INFO : Epoch 1755 | loss: 0.031172 | val_loss: 0.0311704 | Time: 4321.15 ms
[2022-04-11 18:42:57 main:574] : INFO : Epoch 1756 | loss: 0.0311668 | val_loss: 0.0311688 | Time: 4327.77 ms
[2022-04-11 18:43:01 main:574] : INFO : Epoch 1757 | loss: 0.0311635 | val_loss: 0.0311668 | Time: 4302.85 ms
[2022-04-11 18:43:06 main:574] : INFO : Epoch 1758 | loss: 0.0311605 | val_loss: 0.0311655 | Time: 4303.34 ms
[2022-04-11 18:43:10 main:574] : INFO : Epoch 1759 | loss: 0.0311589 | val_loss: 0.0311649 | Time: 4326.96 ms
[2022-04-11 18:43:14 main:574] : INFO : Epoch 1760 | loss: 0.0311567 | val_loss: 0.0311647 | Time: 4308.75 ms
[2022-04-11 18:43:19 main:574] : INFO : Epoch 1761 | loss: 0.0311545 | val_loss: 0.0311655 | Time: 4292.26 ms
[2022-04-11 18:43:23 main:574] : INFO : Epoch 1762 | loss: 0.0311558 | val_loss: 0.031169 | Time: 4330.92 ms
[2022-04-11 18:43:27 main:574] : INFO : Epoch 1763 | loss: 0.031157 | val_loss: 0.0311711 | Time: 4302.89 ms
[2022-04-11 18:43:31 main:574] : INFO : Epoch 1764 | loss: 0.031152 | val_loss: 0.0311626 | Time: 4283.14 ms
[2022-04-11 18:43:36 main:574] : INFO : Epoch 1765 | loss: 0.0311518 | val_loss: 0.0311633 | Time: 4249.66 ms
[2022-04-11 18:43:40 main:574] : INFO : Epoch 1766 | loss: 0.031152 | val_loss: 0.0311593 | Time: 4304.62 ms
[2022-04-11 18:43:44 main:574] : INFO : Epoch 1767 | loss: 0.0311531 | val_loss: 0.0311631 | Time: 4337.17 ms
[2022-04-11 18:43:49 main:574] : INFO : Epoch 1768 | loss: 0.0311512 | val_loss: 0.0311618 | Time: 4315.44 ms
[2022-04-11 18:43:53 main:574] : INFO : Epoch 1769 | loss: 0.0311513 | val_loss: 0.0311627 | Time: 4380.52 ms
[2022-04-11 18:43:57 main:574] : INFO : Epoch 1770 | loss: 0.0311503 | val_loss: 0.0311605 | Time: 4317.06 ms
[2022-04-11 18:44:02 main:574] : INFO : Epoch 1771 | loss: 0.0311508 | val_loss: 0.0311622 | Time: 4319.54 ms
[2022-04-11 18:44:06 main:574] : INFO : Epoch 1772 | loss: 0.0311492 | val_loss: 0.031158 | Time: 4291.96 ms
[2022-04-11 18:44:10 main:574] : INFO : Epoch 1773 | loss: 0.031149 | val_loss: 0.0311593 | Time: 4317.86 ms
[2022-04-11 18:44:15 main:574] : INFO : Epoch 1774 | loss: 0.0311485 | val_loss: 0.0311583 | Time: 4297.07 ms
[2022-04-11 18:44:19 main:574] : INFO : Epoch 1775 | loss: 0.0311478 | val_loss: 0.0311601 | Time: 4306.31 ms
[2022-04-11 18:44:23 main:574] : INFO : Epoch 1776 | loss: 0.0311492 | val_loss: 0.0311565 | Time: 4328.35 ms
[2022-04-11 18:44:28 main:574] : INFO : Epoch 1777 | loss: 0.0311541 | val_loss: 0.0311605 | Time: 4380.33 ms
[2022-04-11 18:44:32 main:574] : INFO : Epoch 1778 | loss: 0.0311538 | val_loss: 0.0311629 | Time: 4309.21 ms
[2022-04-11 18:44:36 main:574] : INFO : Epoch 1779 | loss: 0.031155 | val_loss: 0.0311602 | Time: 4340.43 ms
[2022-04-11 18:44:41 main:574] : INFO : Epoch 1780 | loss: 0.0311525 | val_loss: 0.0311607 | Time: 4334.9 ms
[2022-04-11 18:44:45 main:574] : INFO : Epoch 1781 | loss: 0.0311507 | val_loss: 0.0311583 | Time: 4319.37 ms
[2022-04-11 18:44:49 main:574] : INFO : Epoch 1782 | loss: 0.03115 | val_loss: 0.0311563 | Time: 4307.91 ms
[2022-04-11 18:44:54 main:574] : INFO : Epoch 1783 | loss: 0.0311487 | val_loss: 0.0311656 | Time: 4328.03 ms
[2022-04-11 18:44:58 main:574] : INFO : Epoch 1784 | loss: 0.0311513 | val_loss: 0.0311646 | Time: 4344.64 ms
[2022-04-11 18:45:02 main:574] : INFO : Epoch 1785 | loss: 0.0311528 | val_loss: 0.0311608 | Time: 4340.27 ms
[2022-04-11 18:45:07 main:574] : INFO : Epoch 1786 | loss: 0.0311477 | val_loss: 0.0311586 | Time: 4334.45 ms
[2022-04-11 18:45:11 main:574] : INFO : Epoch 1787 | loss: 0.03115 | val_loss: 0.0311584 | Time: 4367.3 ms
[2022-04-11 18:45:15 main:574] : INFO : Epoch 1788 | loss: 0.0311492 | val_loss: 0.0311579 | Time: 4296.09 ms
[2022-04-11 18:45:20 main:574] : INFO : Epoch 1789 | loss: 0.031148 | val_loss: 0.0311601 | Time: 4351.32 ms
[2022-04-11 18:45:24 main:574] : INFO : Epoch 1790 | loss: 0.0311464 | val_loss: 0.0311582 | Time: 4431.53 ms
[2022-04-11 18:45:28 main:574] : INFO : Epoch 1791 | loss: 0.031145 | val_loss: 0.0311557 | Time: 4311.58 ms
[2022-04-11 18:45:33 main:574] : INFO : Epoch 1792 | loss: 0.0311451 | val_loss: 0.031157 | Time: 4329.63 ms
[2022-04-11 18:45:37 main:574] : INFO : Epoch 1793 | loss: 0.0311465 | val_loss: 0.0311556 | Time: 4286.93 ms
[2022-04-11 18:45:41 main:574] : INFO : Epoch 1794 | loss: 0.031145 | val_loss: 0.0311549 | Time: 4338.85 ms
[2022-04-11 18:45:46 main:574] : INFO : Epoch 1795 | loss: 0.0311438 | val_loss: 0.0311551 | Time: 4347.16 ms
[2022-04-11 18:45:50 main:574] : INFO : Epoch 1796 | loss: 0.0311439 | val_loss: 0.0311556 | Time: 4327 ms
[2022-04-11 18:45:54 main:574] : INFO : Epoch 1797 | loss: 0.0311444 | val_loss: 0.0311574 | Time: 4348.24 ms
[2022-04-11 18:45:59 main:574] : INFO : Epoch 1798 | loss: 0.031143 | val_loss: 0.0311575 | Time: 4280.01 ms
[2022-04-11 18:46:03 main:574] : INFO : Epoch 1799 | loss: 0.0311439 | val_loss: 0.0311568 | Time: 4275.91 ms
[2022-04-11 18:46:07 main:574] : INFO : Epoch 1800 | loss: 0.0311437 | val_loss: 0.0311563 | Time: 4320.36 ms
[2022-04-11 18:46:12 main:574] : INFO : Epoch 1801 | loss: 0.0311425 | val_loss: 0.0311583 | Time: 4319.58 ms
[2022-04-11 18:46:16 main:574] : INFO : Epoch 1802 | loss: 0.0311439 | val_loss: 0.0311588 | Time: 4332.1 ms
[2022-04-11 18:46:20 main:574] : INFO : Epoch 1803 | loss: 0.0311453 | val_loss: 0.0311669 | Time: 4335.71 ms
[2022-04-11 18:46:25 main:574] : INFO : Epoch 1804 | loss: 0.031144 | val_loss: 0.0311573 | Time: 4278.16 ms
[2022-04-11 18:46:29 main:574] : INFO : Epoch 1805 | loss: 0.0311423 | val_loss: 0.0311611 | Time: 4295.53 ms
[2022-04-11 18:46:33 main:574] : INFO : Epoch 1806 | loss: 0.0311429 | val_loss: 0.0311599 | Time: 4309.3 ms
[2022-04-11 18:46:38 main:574] : INFO : Epoch 1807 | loss: 0.0311422 | val_loss: 0.0311593 | Time: 4306.01 ms
[2022-04-11 18:46:42 main:574] : INFO : Epoch 1808 | loss: 0.0311406 | val_loss: 0.0311595 | Time: 4311.87 ms
[2022-04-11 18:46:46 main:574] : INFO : Epoch 1809 | loss: 0.0311405 | val_loss: 0.0311566 | Time: 4350.17 ms
[2022-04-11 18:46:51 main:574] : INFO : Epoch 1810 | loss: 0.0311404 | val_loss: 0.0311576 | Time: 4336.41 ms
[2022-04-11 18:46:55 main:574] : INFO : Epoch 1811 | loss: 0.0311385 | val_loss: 0.0311598 | Time: 4305.24 ms
[2022-04-11 18:46:59 main:574] : INFO : Epoch 1812 | loss: 0.0311392 | val_loss: 0.0311616 | Time: 4355.18 ms
[2022-04-11 18:47:04 main:574] : INFO : Epoch 1813 | loss: 0.0311407 | val_loss: 0.0311598 | Time: 4337.24 ms
[2022-04-11 18:47:08 main:574] : INFO : Epoch 1814 | loss: 0.0311383 | val_loss: 0.031158 | Time: 4329.52 ms
[2022-04-11 18:47:12 main:574] : INFO : Epoch 1815 | loss: 0.0311383 | val_loss: 0.0311608 | Time: 4347.22 ms
[2022-04-11 18:47:17 main:574] : INFO : Epoch 1816 | loss: 0.0311373 | val_loss: 0.0311581 | Time: 4277 ms
[2022-04-11 18:47:21 main:574] : INFO : Epoch 1817 | loss: 0.0311386 | val_loss: 0.0311567 | Time: 4325.94 ms
[2022-04-11 18:47:25 main:574] : INFO : Epoch 1818 | loss: 0.0311374 | val_loss: 0.0311582 | Time: 4345.59 ms
[2022-04-11 18:47:30 main:574] : INFO : Epoch 1819 | loss: 0.0311383 | val_loss: 0.0311568 | Time: 4298.23 ms
[2022-04-11 18:47:34 main:574] : INFO : Epoch 1820 | loss: 0.0311394 | val_loss: 0.0311561 | Time: 4276.25 ms
[2022-04-11 18:47:38 main:574] : INFO : Epoch 1821 | loss: 0.0311391 | val_loss: 0.0311568 | Time: 4327.22 ms
[2022-04-11 18:47:42 main:574] : INFO : Epoch 1822 | loss: 0.0311378 | val_loss: 0.0311608 | Time: 4294.4 ms
[2022-04-11 18:47:47 main:574] : INFO : Epoch 1823 | loss: 0.031142 | val_loss: 0.0311603 | Time: 4309.98 ms
[2022-04-11 18:47:51 main:574] : INFO : Epoch 1824 | loss: 0.0311395 | val_loss: 0.0311583 | Time: 4339.69 ms
[2022-04-11 18:47:55 main:574] : INFO : Epoch 1825 | loss: 0.031138 | val_loss: 0.0311586 | Time: 4245.72 ms
[2022-04-11 18:48:00 main:574] : INFO : Epoch 1826 | loss: 0.0311398 | val_loss: 0.0311595 | Time: 4330.54 ms
[2022-04-11 18:48:04 main:574] : INFO : Epoch 1827 | loss: 0.0311368 | val_loss: 0.0311586 | Time: 4322.29 ms
[2022-04-11 18:48:08 main:574] : INFO : Epoch 1828 | loss: 0.0311383 | val_loss: 0.0311605 | Time: 4328.28 ms
[2022-04-11 18:48:13 main:574] : INFO : Epoch 1829 | loss: 0.0311399 | val_loss: 0.0311609 | Time: 4313.83 ms
[2022-04-11 18:48:17 main:574] : INFO : Epoch 1830 | loss: 0.0311376 | val_loss: 0.0311554 | Time: 4307.25 ms
[2022-04-11 18:48:21 main:574] : INFO : Epoch 1831 | loss: 0.0311382 | val_loss: 0.0311599 | Time: 4320.14 ms
[2022-04-11 18:48:26 main:574] : INFO : Epoch 1832 | loss: 0.0311392 | val_loss: 0.0311569 | Time: 4290.64 ms
[2022-04-11 18:48:30 main:574] : INFO : Epoch 1833 | loss: 0.0311376 | val_loss: 0.0311561 | Time: 4347.78 ms
[2022-04-11 18:48:34 main:574] : INFO : Epoch 1834 | loss: 0.0311409 | val_loss: 0.0311562 | Time: 4307.16 ms
[2022-04-11 18:48:39 main:574] : INFO : Epoch 1835 | loss: 0.0311438 | val_loss: 0.0311572 | Time: 4348.4 ms
[2022-04-11 18:48:43 main:574] : INFO : Epoch 1836 | loss: 0.0311413 | val_loss: 0.0311577 | Time: 4334.75 ms
[2022-04-11 18:48:47 main:574] : INFO : Epoch 1837 | loss: 0.0311401 | val_loss: 0.0311578 | Time: 4329.66 ms
[2022-04-11 18:48:52 main:574] : INFO : Epoch 1838 | loss: 0.0311404 | val_loss: 0.0311588 | Time: 4334.47 ms
[2022-04-11 18:48:56 main:574] : INFO : Epoch 1839 | loss: 0.0311417 | val_loss: 0.0311559 | Time: 4362.67 ms
[2022-04-11 18:49:00 main:574] : INFO : Epoch 1840 | loss: 0.0311408 | val_loss: 0.0311581 | Time: 4336.03 ms
[2022-04-11 18:49:05 main:574] : INFO : Epoch 1841 | loss: 0.0311413 | val_loss: 0.0311533 | Time: 4334.77 ms
[2022-04-11 18:49:09 main:574] : INFO : Epoch 1842 | loss: 0.0311418 | val_loss: 0.0311546 | Time: 4343.38 ms
[2022-04-11 18:49:13 main:574] : INFO : Epoch 1843 | loss: 0.0311421 | val_loss: 0.0311568 | Time: 4325.56 ms
[2022-04-11 18:49:18 main:574] : INFO : Epoch 1844 | loss: 0.0311436 | val_loss: 0.0311541 | Time: 4329.15 ms
[2022-04-11 18:49:22 main:574] : INFO : Epoch 1845 | loss: 0.0311418 | val_loss: 0.031153 | Time: 4313.25 ms
[2022-04-11 18:49:26 main:574] : INFO : Epoch 1846 | loss: 0.0311412 | val_loss: 0.0311518 | Time: 4309.13 ms
[2022-04-11 18:49:31 main:574] : INFO : Epoch 1847 | loss: 0.0311398 | val_loss: 0.0311526 | Time: 4308.87 ms
[2022-04-11 18:49:35 main:574] : INFO : Epoch 1848 | loss: 0.031141 | val_loss: 0.0311535 | Time: 4334.94 ms
[2022-04-11 18:49:39 main:574] : INFO : Epoch 1849 | loss: 0.0311427 | val_loss: 0.0311563 | Time: 4314.27 ms
[2022-04-11 18:49:44 main:574] : INFO : Epoch 1850 | loss: 0.0311398 | val_loss: 0.0311528 | Time: 4305.78 ms
[2022-04-11 18:49:48 main:574] : INFO : Epoch 1851 | loss: 0.0311415 | val_loss: 0.0311549 | Time: 4337.36 ms
[2022-04-11 18:49:52 main:574] : INFO : Epoch 1852 | loss: 0.0311425 | val_loss: 0.031154 | Time: 4317.42 ms
[2022-04-11 18:49:57 main:574] : INFO : Epoch 1853 | loss: 0.0311399 | val_loss: 0.0311625 | Time: 4340.81 ms
[2022-04-11 18:50:01 main:574] : INFO : Epoch 1854 | loss: 0.0311392 | val_loss: 0.0311571 | Time: 4306.14 ms
[2022-04-11 18:50:05 main:574] : INFO : Epoch 1855 | loss: 0.0311385 | val_loss: 0.0311689 | Time: 4318.02 ms
[2022-04-11 18:50:10 main:574] : INFO : Epoch 1856 | loss: 0.0311409 | val_loss: 0.031162 | Time: 4360.31 ms
[2022-04-11 18:50:14 main:574] : INFO : Epoch 1857 | loss: 0.0311379 | val_loss: 0.0311581 | Time: 4311.24 ms
[2022-04-11 18:50:18 main:574] : INFO : Epoch 1858 | loss: 0.0311414 | val_loss: 0.0311534 | Time: 4312.98 ms
[2022-04-11 18:50:23 main:574] : INFO : Epoch 1859 | loss: 0.0311388 | val_loss: 0.0311546 | Time: 4332.25 ms
[2022-04-11 18:50:27 main:574] : INFO : Epoch 1860 | loss: 0.0311379 | val_loss: 0.0311519 | Time: 4330.19 ms
[2022-04-11 18:50:31 main:574] : INFO : Epoch 1861 | loss: 0.031138 | val_loss: 0.0311546 | Time: 4353.29 ms
[2022-04-11 18:50:36 main:574] : INFO : Epoch 1862 | loss: 0.0311373 | val_loss: 0.031153 | Time: 4312.01 ms
[2022-04-11 18:50:40 main:574] : INFO : Epoch 1863 | loss: 0.0311402 | val_loss: 0.0311519 | Time: 4349.32 ms
[2022-04-11 18:50:44 main:574] : INFO : Epoch 1864 | loss: 0.0311382 | val_loss: 0.0311551 | Time: 4283.27 ms
[2022-04-11 18:50:49 main:574] : INFO : Epoch 1865 | loss: 0.0311381 | val_loss: 0.031157 | Time: 4315.97 ms
[2022-04-11 18:50:53 main:574] : INFO : Epoch 1866 | loss: 0.0311359 | val_loss: 0.0311573 | Time: 4305.28 ms
[2022-04-11 18:50:57 main:574] : INFO : Epoch 1867 | loss: 0.0311377 | val_loss: 0.0311577 | Time: 4329.82 ms
[2022-04-11 18:51:02 main:574] : INFO : Epoch 1868 | loss: 0.0311408 | val_loss: 0.0311541 | Time: 4325.92 ms
[2022-04-11 18:51:06 main:574] : INFO : Epoch 1869 | loss: 0.0311399 | val_loss: 0.031155 | Time: 4339.83 ms
[2022-04-11 18:51:10 main:574] : INFO : Epoch 1870 | loss: 0.031139 | val_loss: 0.0311528 | Time: 4339.15 ms
[2022-04-11 18:51:15 main:574] : INFO : Epoch 1871 | loss: 0.0311382 | val_loss: 0.0311554 | Time: 4312.11 ms
[2022-04-11 18:51:19 main:574] : INFO : Epoch 1872 | loss: 0.0311386 | val_loss: 0.0311553 | Time: 4299.03 ms
[2022-04-11 18:51:23 main:574] : INFO : Epoch 1873 | loss: 0.031139 | val_loss: 0.0311542 | Time: 4265.11 ms
[2022-04-11 18:51:27 main:574] : INFO : Epoch 1874 | loss: 0.03114 | val_loss: 0.0311543 | Time: 4284.84 ms
[2022-04-11 18:51:32 main:574] : INFO : Epoch 1875 | loss: 0.0311403 | val_loss: 0.0311556 | Time: 4290.34 ms
[2022-04-11 18:51:36 main:574] : INFO : Epoch 1876 | loss: 0.0311372 | val_loss: 0.0311541 | Time: 4269.51 ms
[2022-04-11 18:51:40 main:574] : INFO : Epoch 1877 | loss: 0.0311366 | val_loss: 0.0311567 | Time: 4328.87 ms
[2022-04-11 18:51:45 main:574] : INFO : Epoch 1878 | loss: 0.0311365 | val_loss: 0.031155 | Time: 4323.81 ms
[2022-04-11 18:51:49 main:574] : INFO : Epoch 1879 | loss: 0.0311358 | val_loss: 0.031154 | Time: 4325.03 ms
[2022-04-11 18:51:53 main:574] : INFO : Epoch 1880 | loss: 0.0311338 | val_loss: 0.0311541 | Time: 4333.91 ms
[2022-04-11 18:51:58 main:574] : INFO : Epoch 1881 | loss: 0.031134 | val_loss: 0.0311567 | Time: 4284.13 ms
[2022-04-11 18:52:02 main:574] : INFO : Epoch 1882 | loss: 0.0311331 | val_loss: 0.0311552 | Time: 4285.89 ms
[2022-04-11 18:52:06 main:574] : INFO : Epoch 1883 | loss: 0.0311323 | val_loss: 0.0311522 | Time: 4320.05 ms
[2022-04-11 18:52:11 main:574] : INFO : Epoch 1884 | loss: 0.0311339 | val_loss: 0.0311519 | Time: 4361.69 ms
[2022-04-11 18:52:15 main:574] : INFO : Epoch 1885 | loss: 0.0311334 | val_loss: 0.0311503 | Time: 4395.31 ms
[2022-04-11 18:52:19 main:574] : INFO : Epoch 1886 | loss: 0.0311334 | val_loss: 0.0311549 | Time: 4328.08 ms
[2022-04-11 18:52:24 main:574] : INFO : Epoch 1887 | loss: 0.0311352 | val_loss: 0.0311534 | Time: 4388.4 ms
[2022-04-11 18:52:28 main:574] : INFO : Epoch 1888 | loss: 0.0311332 | val_loss: 0.0311531 | Time: 4362.92 ms
[2022-04-11 18:52:32 main:574] : INFO : Epoch 1889 | loss: 0.0311363 | val_loss: 0.0311555 | Time: 4326.18 ms
[2022-04-11 18:52:37 main:574] : INFO : Epoch 1890 | loss: 0.0311363 | val_loss: 0.0311561 | Time: 4333.31 ms
[2022-04-11 18:52:41 main:574] : INFO : Epoch 1891 | loss: 0.0311368 | val_loss: 0.0311561 | Time: 4314.66 ms
[2022-04-11 18:52:45 main:574] : INFO : Epoch 1892 | loss: 0.0311345 | val_loss: 0.0311542 | Time: 4310.67 ms
[2022-04-11 18:52:50 main:574] : INFO : Epoch 1893 | loss: 0.0311321 | val_loss: 0.0311524 | Time: 4333.69 ms
[2022-04-11 18:52:54 main:574] : INFO : Epoch 1894 | loss: 0.0311345 | val_loss: 0.0311527 | Time: 4299.77 ms
[2022-04-11 18:52:58 main:574] : INFO : Epoch 1895 | loss: 0.0311373 | val_loss: 0.031156 | Time: 4334.54 ms
[2022-04-11 18:53:03 main:574] : INFO : Epoch 1896 | loss: 0.0311361 | val_loss: 0.0311556 | Time: 4483.62 ms
[2022-04-11 18:53:07 main:574] : INFO : Epoch 1897 | loss: 0.031135 | val_loss: 0.0311576 | Time: 4324.34 ms
[2022-04-11 18:53:11 main:574] : INFO : Epoch 1898 | loss: 0.0311331 | val_loss: 0.0311575 | Time: 4288.39 ms
[2022-04-11 18:53:16 main:574] : INFO : Epoch 1899 | loss: 0.0311318 | val_loss: 0.0311649 | Time: 4289.66 ms
[2022-04-11 18:53:20 main:574] : INFO : Epoch 1900 | loss: 0.0311323 | val_loss: 0.0311576 | Time: 4301.39 ms
[2022-04-11 18:53:24 main:574] : INFO : Epoch 1901 | loss: 0.0311342 | val_loss: 0.031155 | Time: 4304.49 ms
[2022-04-11 18:53:29 main:574] : INFO : Epoch 1902 | loss: 0.0311331 | val_loss: 0.0311632 | Time: 4362.71 ms
[2022-04-11 18:53:33 main:574] : INFO : Epoch 1903 | loss: 0.0311332 | val_loss: 0.0311547 | Time: 4270.25 ms
[2022-04-11 18:53:37 main:574] : INFO : Epoch 1904 | loss: 0.0311331 | val_loss: 0.0311524 | Time: 4285.31 ms
[2022-04-11 18:53:42 main:574] : INFO : Epoch 1905 | loss: 0.0311334 | val_loss: 0.0311558 | Time: 4287.77 ms
[2022-04-11 18:53:46 main:574] : INFO : Epoch 1906 | loss: 0.0311331 | val_loss: 0.0311556 | Time: 4372.57 ms
[2022-04-11 18:53:50 main:574] : INFO : Epoch 1907 | loss: 0.0311321 | val_loss: 0.0311571 | Time: 4334.33 ms
[2022-04-11 18:53:55 main:574] : INFO : Epoch 1908 | loss: 0.0311329 | val_loss: 0.031157 | Time: 4361.23 ms
[2022-04-11 18:53:59 main:574] : INFO : Epoch 1909 | loss: 0.0311317 | val_loss: 0.0311544 | Time: 4287.16 ms
[2022-04-11 18:54:03 main:574] : INFO : Epoch 1910 | loss: 0.0311352 | val_loss: 0.0311564 | Time: 4320.66 ms
[2022-04-11 18:54:08 main:574] : INFO : Epoch 1911 | loss: 0.0311356 | val_loss: 0.0311567 | Time: 4321.77 ms
[2022-04-11 18:54:12 main:574] : INFO : Epoch 1912 | loss: 0.0311336 | val_loss: 0.0311543 | Time: 4306.63 ms
[2022-04-11 18:54:16 main:574] : INFO : Epoch 1913 | loss: 0.0311326 | val_loss: 0.031157 | Time: 4385.23 ms
[2022-04-11 18:54:21 main:574] : INFO : Epoch 1914 | loss: 0.0311331 | val_loss: 0.031156 | Time: 4280.85 ms
[2022-04-11 18:54:25 main:574] : INFO : Epoch 1915 | loss: 0.0311314 | val_loss: 0.0311549 | Time: 4335.86 ms
[2022-04-11 18:54:29 main:574] : INFO : Epoch 1916 | loss: 0.0311327 | val_loss: 0.0311542 | Time: 4319.41 ms
[2022-04-11 18:54:34 main:574] : INFO : Epoch 1917 | loss: 0.0311329 | val_loss: 0.0311544 | Time: 4302.1 ms
[2022-04-11 18:54:38 main:574] : INFO : Epoch 1918 | loss: 0.0311334 | val_loss: 0.0311579 | Time: 4281.41 ms
[2022-04-11 18:54:42 main:574] : INFO : Epoch 1919 | loss: 0.0311354 | val_loss: 0.0311569 | Time: 4318.54 ms
[2022-04-11 18:54:46 main:574] : INFO : Epoch 1920 | loss: 0.0311332 | val_loss: 0.031155 | Time: 4321.6 ms
[2022-04-11 18:54:51 main:574] : INFO : Epoch 1921 | loss: 0.0311338 | val_loss: 0.0311598 | Time: 4318 ms
[2022-04-11 18:54:55 main:574] : INFO : Epoch 1922 | loss: 0.0311366 | val_loss: 0.0311577 | Time: 4294.11 ms
[2022-04-11 18:54:59 main:574] : INFO : Epoch 1923 | loss: 0.031132 | val_loss: 0.0311556 | Time: 4315.31 ms
[2022-04-11 18:55:04 main:574] : INFO : Epoch 1924 | loss: 0.0311289 | val_loss: 0.0311551 | Time: 4306.88 ms
[2022-04-11 18:55:08 main:574] : INFO : Epoch 1925 | loss: 0.031129 | val_loss: 0.0311568 | Time: 4308.53 ms
[2022-04-11 18:55:12 main:574] : INFO : Epoch 1926 | loss: 0.0311303 | val_loss: 0.0311605 | Time: 4329.46 ms
[2022-04-11 18:55:17 main:574] : INFO : Epoch 1927 | loss: 0.0311298 | val_loss: 0.0311598 | Time: 4281.55 ms
[2022-04-11 18:55:21 main:574] : INFO : Epoch 1928 | loss: 0.0311323 | val_loss: 0.0311593 | Time: 4330.5 ms
[2022-04-11 18:55:25 main:574] : INFO : Epoch 1929 | loss: 0.0311282 | val_loss: 0.0311615 | Time: 4327.86 ms
[2022-04-11 18:55:30 main:574] : INFO : Epoch 1930 | loss: 0.0311281 | val_loss: 0.0311581 | Time: 4369.98 ms
[2022-04-11 18:55:34 main:574] : INFO : Epoch 1931 | loss: 0.0311291 | val_loss: 0.0311582 | Time: 4362.88 ms
[2022-04-11 18:55:38 main:574] : INFO : Epoch 1932 | loss: 0.0311288 | val_loss: 0.0311548 | Time: 4315.94 ms
[2022-04-11 18:55:43 main:574] : INFO : Epoch 1933 | loss: 0.0311279 | val_loss: 0.0311595 | Time: 4332.57 ms
[2022-04-11 18:55:47 main:574] : INFO : Epoch 1934 | loss: 0.031128 | val_loss: 0.0311567 | Time: 4306.52 ms
[2022-04-11 18:55:51 main:574] : INFO : Epoch 1935 | loss: 0.0311277 | val_loss: 0.0311556 | Time: 4328.9 ms
[2022-04-11 18:55:56 main:574] : INFO : Epoch 1936 | loss: 0.0311295 | val_loss: 0.0311564 | Time: 4328.65 ms
[2022-04-11 18:56:00 main:574] : INFO : Epoch 1937 | loss: 0.0311341 | val_loss: 0.0311593 | Time: 4294.7 ms
[2022-04-11 18:56:04 main:574] : INFO : Epoch 1938 | loss: 0.0311356 | val_loss: 0.0311584 | Time: 4341.14 ms
[2022-04-11 18:56:09 main:574] : INFO : Epoch 1939 | loss: 0.0311339 | val_loss: 0.0311601 | Time: 4338.92 ms
[2022-04-11 18:56:13 main:574] : INFO : Epoch 1940 | loss: 0.0311333 | val_loss: 0.0311542 | Time: 4335.28 ms
[2022-04-11 18:56:17 main:574] : INFO : Epoch 1941 | loss: 0.0311305 | val_loss: 0.0311544 | Time: 4279.83 ms
[2022-04-11 18:56:22 main:574] : INFO : Epoch 1942 | loss: 0.0311309 | val_loss: 0.0311539 | Time: 4312.2 ms
[2022-04-11 18:56:26 main:574] : INFO : Epoch 1943 | loss: 0.0311301 | val_loss: 0.0311568 | Time: 4352.68 ms
[2022-04-11 18:56:30 main:574] : INFO : Epoch 1944 | loss: 0.0311303 | val_loss: 0.0311556 | Time: 4328.42 ms
[2022-04-11 18:56:35 main:574] : INFO : Epoch 1945 | loss: 0.0311303 | val_loss: 0.0311551 | Time: 4332.18 ms
[2022-04-11 18:56:39 main:574] : INFO : Epoch 1946 | loss: 0.0311282 | val_loss: 0.0311583 | Time: 4299.08 ms
[2022-04-11 18:56:43 main:574] : INFO : Epoch 1947 | loss: 0.0311286 | val_loss: 0.0311538 | Time: 4315.5 ms
[2022-04-11 18:56:48 main:574] : INFO : Epoch 1948 | loss: 0.0311297 | val_loss: 0.0311578 | Time: 4367.42 ms
[2022-04-11 18:56:52 main:574] : INFO : Epoch 1949 | loss: 0.0311295 | val_loss: 0.0311537 | Time: 4373.69 ms
[2022-04-11 18:56:56 main:574] : INFO : Epoch 1950 | loss: 0.031131 | val_loss: 0.0311521 | Time: 4292.68 ms
[2022-04-11 18:57:01 main:574] : INFO : Epoch 1951 | loss: 0.0311382 | val_loss: 0.0311572 | Time: 4317.94 ms
[2022-04-11 18:57:05 main:574] : INFO : Epoch 1952 | loss: 0.031139 | val_loss: 0.0311606 | Time: 4301.63 ms
[2022-04-11 18:57:09 main:574] : INFO : Epoch 1953 | loss: 0.0311386 | val_loss: 0.0311626 | Time: 4331.35 ms
[2022-04-11 18:57:14 main:574] : INFO : Epoch 1954 | loss: 0.0311361 | val_loss: 0.0311579 | Time: 4368.61 ms
[2022-04-11 18:57:18 main:574] : INFO : Epoch 1955 | loss: 0.0311352 | val_loss: 0.0311588 | Time: 4313.69 ms
[2022-04-11 18:57:22 main:574] : INFO : Epoch 1956 | loss: 0.0311362 | val_loss: 0.0311598 | Time: 4327.54 ms
[2022-04-11 18:57:27 main:574] : INFO : Epoch 1957 | loss: 0.0311328 | val_loss: 0.0311601 | Time: 4343.45 ms
[2022-04-11 18:57:31 main:574] : INFO : Epoch 1958 | loss: 0.0311313 | val_loss: 0.0311565 | Time: 4322.83 ms
[2022-04-11 18:57:35 main:574] : INFO : Epoch 1959 | loss: 0.0311316 | val_loss: 0.031157 | Time: 4333.23 ms
[2022-04-11 18:57:40 main:574] : INFO : Epoch 1960 | loss: 0.0311302 | val_loss: 0.0311585 | Time: 4329.48 ms
[2022-04-11 18:57:44 main:574] : INFO : Epoch 1961 | loss: 0.0311302 | val_loss: 0.0311567 | Time: 4302.4 ms
[2022-04-11 18:57:48 main:574] : INFO : Epoch 1962 | loss: 0.0311321 | val_loss: 0.0311582 | Time: 4296.23 ms
[2022-04-11 18:57:53 main:574] : INFO : Epoch 1963 | loss: 0.0311327 | val_loss: 0.0311584 | Time: 4324.1 ms
[2022-04-11 18:57:57 main:574] : INFO : Epoch 1964 | loss: 0.0311321 | val_loss: 0.0311542 | Time: 4320.16 ms
[2022-04-11 18:58:01 main:574] : INFO : Epoch 1965 | loss: 0.0311321 | val_loss: 0.0311567 | Time: 4267.57 ms
[2022-04-11 18:58:05 main:574] : INFO : Epoch 1966 | loss: 0.0311329 | val_loss: 0.03116 | Time: 4289.59 ms
[2022-04-11 18:58:10 main:574] : INFO : Epoch 1967 | loss: 0.0311314 | val_loss: 0.0311564 | Time: 4308.69 ms
[2022-04-11 18:58:14 main:574] : INFO : Epoch 1968 | loss: 0.0311309 | val_loss: 0.031156 | Time: 4266.4 ms
[2022-04-11 18:58:18 main:574] : INFO : Epoch 1969 | loss: 0.0311314 | val_loss: 0.0311603 | Time: 4301.45 ms
[2022-04-11 18:58:23 main:574] : INFO : Epoch 1970 | loss: 0.0311309 | val_loss: 0.0311577 | Time: 4322.49 ms
[2022-04-11 18:58:27 main:574] : INFO : Epoch 1971 | loss: 0.031129 | val_loss: 0.0311595 | Time: 4352.33 ms
[2022-04-11 18:58:31 main:574] : INFO : Epoch 1972 | loss: 0.0311284 | val_loss: 0.0311617 | Time: 4284.12 ms
[2022-04-11 18:58:36 main:574] : INFO : Epoch 1973 | loss: 0.0311292 | val_loss: 0.0311582 | Time: 4328.22 ms
[2022-04-11 18:58:40 main:574] : INFO : Epoch 1974 | loss: 0.0311278 | val_loss: 0.0311582 | Time: 4312.22 ms
[2022-04-11 18:58:44 main:574] : INFO : Epoch 1975 | loss: 0.0311286 | val_loss: 0.0311638 | Time: 4300.37 ms
[2022-04-11 18:58:49 main:574] : INFO : Epoch 1976 | loss: 0.0311282 | val_loss: 0.0311599 | Time: 4328.69 ms
[2022-04-11 18:58:53 main:574] : INFO : Epoch 1977 | loss: 0.0311281 | val_loss: 0.0311587 | Time: 4294.95 ms
[2022-04-11 18:58:57 main:574] : INFO : Epoch 1978 | loss: 0.0311271 | val_loss: 0.0311632 | Time: 4345.37 ms
[2022-04-11 18:59:02 main:574] : INFO : Epoch 1979 | loss: 0.031127 | val_loss: 0.0311585 | Time: 4302.47 ms
[2022-04-11 18:59:06 main:574] : INFO : Epoch 1980 | loss: 0.0311268 | val_loss: 0.0311606 | Time: 4310.77 ms
[2022-04-11 18:59:10 main:574] : INFO : Epoch 1981 | loss: 0.031128 | val_loss: 0.0311589 | Time: 4304.63 ms
[2022-04-11 18:59:14 main:574] : INFO : Epoch 1982 | loss: 0.0311318 | val_loss: 0.0311599 | Time: 4283.93 ms
[2022-04-11 18:59:19 main:574] : INFO : Epoch 1983 | loss: 0.0311305 | val_loss: 0.0311597 | Time: 4306.99 ms
[2022-04-11 18:59:23 main:574] : INFO : Epoch 1984 | loss: 0.0311318 | val_loss: 0.031158 | Time: 4342.98 ms
[2022-04-11 18:59:27 main:574] : INFO : Epoch 1985 | loss: 0.0311352 | val_loss: 0.0311703 | Time: 4316.62 ms
[2022-04-11 18:59:32 main:574] : INFO : Epoch 1986 | loss: 0.0311382 | val_loss: 0.0311638 | Time: 4380.83 ms
[2022-04-11 18:59:36 main:574] : INFO : Epoch 1987 | loss: 0.0311386 | val_loss: 0.0311579 | Time: 4340.02 ms
[2022-04-11 18:59:41 main:574] : INFO : Epoch 1988 | loss: 0.0311369 | val_loss: 0.031158 | Time: 4311.88 ms
[2022-04-11 18:59:45 main:574] : INFO : Epoch 1989 | loss: 0.0311339 | val_loss: 0.0311569 | Time: 4336.03 ms
[2022-04-11 18:59:49 main:574] : INFO : Epoch 1990 | loss: 0.0311326 | val_loss: 0.0311574 | Time: 4299 ms
[2022-04-11 18:59:54 main:574] : INFO : Epoch 1991 | loss: 0.0311309 | val_loss: 0.0311591 | Time: 4339.04 ms
[2022-04-11 18:59:58 main:574] : INFO : Epoch 1992 | loss: 0.0311318 | val_loss: 0.0311598 | Time: 4294.61 ms
[2022-04-11 19:00:02 main:574] : INFO : Epoch 1993 | loss: 0.0311315 | val_loss: 0.0311572 | Time: 4367.29 ms
[2022-04-11 19:00:06 main:574] : INFO : Epoch 1994 | loss: 0.0311339 | val_loss: 0.0311586 | Time: 4307.67 ms
[2022-04-11 19:00:11 main:574] : INFO : Epoch 1995 | loss: 0.0311338 | val_loss: 0.0311581 | Time: 4363.28 ms
[2022-04-11 19:00:15 main:574] : INFO : Epoch 1996 | loss: 0.031134 | val_loss: 0.0311633 | Time: 4291.21 ms
[2022-04-11 19:00:19 main:574] : INFO : Epoch 1997 | loss: 0.0311366 | val_loss: 0.0311592 | Time: 4338.34 ms
[2022-04-11 19:00:24 main:574] : INFO : Epoch 1998 | loss: 0.0311359 | val_loss: 0.0311584 | Time: 4491.51 ms
[2022-04-11 19:00:28 main:574] : INFO : Epoch 1999 | loss: 0.0311362 | val_loss: 0.0311703 | Time: 4311.1 ms
[2022-04-11 19:00:33 main:574] : INFO : Epoch 2000 | loss: 0.0311329 | val_loss: 0.0311609 | Time: 4265.42 ms
[2022-04-11 19:00:37 main:574] : INFO : Epoch 2001 | loss: 0.0311325 | val_loss: 0.0311625 | Time: 4314.44 ms
[2022-04-11 19:00:41 main:574] : INFO : Epoch 2002 | loss: 0.0311297 | val_loss: 0.0311621 | Time: 4359.61 ms
[2022-04-11 19:00:46 main:574] : INFO : Epoch 2003 | loss: 0.0311289 | val_loss: 0.0311634 | Time: 4315.98 ms
[2022-04-11 19:00:50 main:574] : INFO : Epoch 2004 | loss: 0.0311294 | val_loss: 0.0311573 | Time: 4293.92 ms
[2022-04-11 19:00:54 main:574] : INFO : Epoch 2005 | loss: 0.0311288 | val_loss: 0.0311593 | Time: 4325.37 ms
[2022-04-11 19:00:59 main:574] : INFO : Epoch 2006 | loss: 0.031128 | val_loss: 0.0311564 | Time: 4352.14 ms
[2022-04-11 19:01:03 main:574] : INFO : Epoch 2007 | loss: 0.0311264 | val_loss: 0.0311576 | Time: 4331.35 ms
[2022-04-11 19:01:07 main:574] : INFO : Epoch 2008 | loss: 0.0311279 | val_loss: 0.0311576 | Time: 4308.5 ms
[2022-04-11 19:01:12 main:574] : INFO : Epoch 2009 | loss: 0.0311286 | val_loss: 0.0311598 | Time: 4347.69 ms
[2022-04-11 19:01:16 main:574] : INFO : Epoch 2010 | loss: 0.0311288 | val_loss: 0.0311536 | Time: 4336.74 ms
[2022-04-11 19:01:20 main:574] : INFO : Epoch 2011 | loss: 0.0311338 | val_loss: 0.0311614 | Time: 4339.81 ms
[2022-04-11 19:01:25 main:574] : INFO : Epoch 2012 | loss: 0.031132 | val_loss: 0.0311574 | Time: 4337.8 ms
[2022-04-11 19:01:29 main:574] : INFO : Epoch 2013 | loss: 0.0311313 | val_loss: 0.0311632 | Time: 4335.27 ms
[2022-04-11 19:01:33 main:574] : INFO : Epoch 2014 | loss: 0.0311321 | val_loss: 0.031164 | Time: 4261.77 ms
[2022-04-11 19:01:38 main:574] : INFO : Epoch 2015 | loss: 0.0311318 | val_loss: 0.031161 | Time: 4314.55 ms
[2022-04-11 19:01:42 main:574] : INFO : Epoch 2016 | loss: 0.0311297 | val_loss: 0.0311587 | Time: 4353.78 ms
[2022-04-11 19:01:46 main:574] : INFO : Epoch 2017 | loss: 0.031129 | val_loss: 0.0311626 | Time: 4320.55 ms
[2022-04-11 19:01:51 main:574] : INFO : Epoch 2018 | loss: 0.0311284 | val_loss: 0.031159 | Time: 4376.7 ms
[2022-04-11 19:01:55 main:574] : INFO : Epoch 2019 | loss: 0.031134 | val_loss: 0.0311595 | Time: 4350.31 ms
[2022-04-11 19:01:59 main:574] : INFO : Epoch 2020 | loss: 0.0311338 | val_loss: 0.0311592 | Time: 4315.34 ms
[2022-04-11 19:02:04 main:574] : INFO : Epoch 2021 | loss: 0.0311341 | val_loss: 0.0311608 | Time: 4330.29 ms
[2022-04-11 19:02:08 main:574] : INFO : Epoch 2022 | loss: 0.0311331 | val_loss: 0.031158 | Time: 4347.7 ms
[2022-04-11 19:02:12 main:574] : INFO : Epoch 2023 | loss: 0.0311327 | val_loss: 0.0311615 | Time: 4350.11 ms
[2022-04-11 19:02:17 main:574] : INFO : Epoch 2024 | loss: 0.0311336 | val_loss: 0.0311596 | Time: 4311.11 ms
[2022-04-11 19:02:21 main:574] : INFO : Epoch 2025 | loss: 0.031135 | val_loss: 0.0311607 | Time: 4343.91 ms
[2022-04-11 19:02:25 main:574] : INFO : Epoch 2026 | loss: 0.0311322 | val_loss: 0.0311562 | Time: 4343.1 ms
[2022-04-11 19:02:30 main:574] : INFO : Epoch 2027 | loss: 0.0311315 | val_loss: 0.0311626 | Time: 4320.16 ms
[2022-04-11 19:02:34 main:574] : INFO : Epoch 2028 | loss: 0.0311329 | val_loss: 0.0311644 | Time: 4263.82 ms
[2022-04-11 19:02:38 main:574] : INFO : Epoch 2029 | loss: 0.0311331 | val_loss: 0.0311638 | Time: 4335.75 ms
[2022-04-11 19:02:43 main:574] : INFO : Epoch 2030 | loss: 0.031133 | val_loss: 0.0311668 | Time: 4312.39 ms
[2022-04-11 19:02:47 main:574] : INFO : Epoch 2031 | loss: 0.0311344 | val_loss: 0.0311728 | Time: 4286.07 ms
[2022-04-11 19:02:51 main:574] : INFO : Epoch 2032 | loss: 0.0311326 | val_loss: 0.031161 | Time: 4379.97 ms
[2022-04-11 19:02:56 main:574] : INFO : Epoch 2033 | loss: 0.0311319 | val_loss: 0.0311587 | Time: 4290.7 ms
[2022-04-11 19:03:00 main:574] : INFO : Epoch 2034 | loss: 0.0311297 | val_loss: 0.0311636 | Time: 4335.56 ms
[2022-04-11 19:03:04 main:574] : INFO : Epoch 2035 | loss: 0.0311286 | val_loss: 0.0311627 | Time: 4320.45 ms
[2022-04-11 19:03:09 main:574] : INFO : Epoch 2036 | loss: 0.0311302 | val_loss: 0.0311699 | Time: 4334.36 ms
[2022-04-11 19:03:13 main:574] : INFO : Epoch 2037 | loss: 0.0311289 | val_loss: 0.0311624 | Time: 4320.52 ms
[2022-04-11 19:03:17 main:574] : INFO : Epoch 2038 | loss: 0.031128 | val_loss: 0.0311609 | Time: 4318.46 ms
[2022-04-11 19:03:22 main:574] : INFO : Epoch 2039 | loss: 0.0311285 | val_loss: 0.0311614 | Time: 4335.78 ms
[2022-04-11 19:03:26 main:574] : INFO : Epoch 2040 | loss: 0.0311267 | val_loss: 0.0311647 | Time: 4304.99 ms
[2022-04-11 19:03:30 main:574] : INFO : Epoch 2041 | loss: 0.0311279 | val_loss: 0.0311612 | Time: 4333.21 ms
[2022-04-11 19:03:34 main:574] : INFO : Epoch 2042 | loss: 0.0311258 | val_loss: 0.0311648 | Time: 4272.97 ms
[2022-04-11 19:03:39 main:574] : INFO : Epoch 2043 | loss: 0.0311303 | val_loss: 0.0311578 | Time: 4275.84 ms
[2022-04-11 19:03:43 main:574] : INFO : Epoch 2044 | loss: 0.0311276 | val_loss: 0.0311603 | Time: 4326.47 ms
[2022-04-11 19:03:47 main:574] : INFO : Epoch 2045 | loss: 0.0311264 | val_loss: 0.0311614 | Time: 4294.49 ms
[2022-04-11 19:03:52 main:574] : INFO : Epoch 2046 | loss: 0.0311258 | val_loss: 0.031163 | Time: 4344.85 ms
[2022-04-11 19:03:56 main:574] : INFO : Epoch 2047 | loss: 0.0311271 | val_loss: 0.0311643 | Time: 4307.69 ms
[2022-04-11 19:04:00 main:574] : INFO : Epoch 2048 | loss: 0.0311264 | val_loss: 0.0311611 | Time: 4327.42 ms
[2022-04-11 19:04:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311611
[2022-04-11 19:04:00 main:603] : INFO : Saving end state to config to file
[2022-04-11 19:04:00 main:608] : INFO : Success, exiting..
19:04:00 (11972): 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)