Task 14623997
| Name | ParityModified-1647049132-21172-3-0_1 |
| Workunit | 11553041 |
| Created | 18 Apr 2022, 15:37:00 UTC |
| Sent | 18 Apr 2022, 15:40:49 UTC |
| Report deadline | 26 Apr 2022, 15:40:49 UTC |
| Received | 24 Apr 2022, 16:18:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7896 |
| Run time | 4 hours 15 min 55 sec |
| CPU time | 2 hours 36 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,940.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.59 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.81 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311484 | val_loss: 0.0311541 | Time: 6450 ms
[2022-04-24 17:13:43 main:574] : INFO : Epoch 1543 | loss: 0.0311472 | val_loss: 0.0311538 | Time: 6413.21 ms
[2022-04-24 17:13:50 main:574] : INFO : Epoch 1544 | loss: 0.0311413 | val_loss: 0.0311518 | Time: 6343.49 ms
[2022-04-24 17:13:58 main:574] : INFO : Epoch 1545 | loss: 0.0311417 | val_loss: 0.0311587 | Time: 6517.25 ms
[2022-04-24 17:14:04 main:574] : INFO : Epoch 1546 | loss: 0.0311432 | val_loss: 0.0311542 | Time: 6524.72 ms
[2022-04-24 17:14:11 main:574] : INFO : Epoch 1547 | loss: 0.0311445 | val_loss: 0.0311523 | Time: 6285.17 ms
[2022-04-24 17:14:18 main:574] : INFO : Epoch 1548 | loss: 0.0311421 | val_loss: 0.0311551 | Time: 6412.24 ms
[2022-04-24 17:14:24 main:574] : INFO : Epoch 1549 | loss: 0.0311424 | val_loss: 0.031158 | Time: 6653.98 ms
[2022-04-24 17:14:31 main:574] : INFO : Epoch 1550 | loss: 0.0311421 | val_loss: 0.0311581 | Time: 6555.9 ms
[2022-04-24 17:14:38 main:574] : INFO : Epoch 1551 | loss: 0.0311422 | val_loss: 0.0311541 | Time: 6598.63 ms
[2022-04-24 17:14:45 main:574] : INFO : Epoch 1552 | loss: 0.0311443 | val_loss: 0.0311542 | Time: 6675.1 ms
[2022-04-24 17:14:51 main:574] : INFO : Epoch 1553 | loss: 0.0311407 | val_loss: 0.0311579 | Time: 6511.2 ms
[2022-04-24 17:14:59 main:574] : INFO : Epoch 1554 | loss: 0.0311411 | val_loss: 0.0311545 | Time: 6437.58 ms
[2022-04-24 17:15:06 main:574] : INFO : Epoch 1555 | loss: 0.0311394 | val_loss: 0.0311542 | Time: 6724.93 ms
[2022-04-24 17:15:13 main:574] : INFO : Epoch 1556 | loss: 0.0311404 | val_loss: 0.0311546 | Time: 6522.94 ms
[2022-04-24 17:15:21 main:574] : INFO : Epoch 1557 | loss: 0.0311405 | val_loss: 0.0311556 | Time: 6622.69 ms
[2022-04-24 17:15:27 main:574] : INFO : Epoch 1558 | loss: 0.0311412 | val_loss: 0.0311563 | Time: 6831.25 ms
[2022-04-24 17:15:36 main:574] : INFO : Epoch 1559 | loss: 0.031139 | val_loss: 0.0311568 | Time: 6756.2 ms
[2022-04-24 17:15:42 main:574] : INFO : Epoch 1560 | loss: 0.0311395 | val_loss: 0.0311581 | Time: 6528.06 ms
[2022-04-24 17:15:49 main:574] : INFO : Epoch 1561 | loss: 0.0311406 | val_loss: 0.0311559 | Time: 6549.41 ms
[2022-04-24 17:15:56 main:574] : INFO : Epoch 1562 | loss: 0.0311433 | val_loss: 0.0311556 | Time: 6724.26 ms
[2022-04-24 17:16:02 main:574] : INFO : Epoch 1563 | loss: 0.0311402 | val_loss: 0.031154 | Time: 6479.25 ms
[2022-04-24 17:16:09 main:574] : INFO : Epoch 1564 | loss: 0.0311388 | val_loss: 0.0311553 | Time: 6695.14 ms
[2022-04-24 17:16:16 main:574] : INFO : Epoch 1565 | loss: 0.0311379 | val_loss: 0.0311566 | Time: 6467.31 ms
[2022-04-24 17:16:22 main:574] : INFO : Epoch 1566 | loss: 0.0311369 | val_loss: 0.0311578 | Time: 6426.4 ms
[2022-04-24 17:16:29 main:574] : INFO : Epoch 1567 | loss: 0.0311376 | val_loss: 0.0311567 | Time: 6580.33 ms
[2022-04-24 17:16:35 main:574] : INFO : Epoch 1568 | loss: 0.0311372 | val_loss: 0.0311543 | Time: 6568.36 ms
[2022-04-24 17:16:42 main:574] : INFO : Epoch 1569 | loss: 0.0311391 | val_loss: 0.0311562 | Time: 6607.91 ms
[2022-04-24 17:16:51 main:574] : INFO : Epoch 1570 | loss: 0.0311391 | val_loss: 0.0311611 | Time: 6781.42 ms
[2022-04-24 17:16:58 main:574] : INFO : Epoch 1571 | loss: 0.0311399 | val_loss: 0.0311561 | Time: 6491.14 ms
[2022-04-24 17:17:04 main:574] : INFO : Epoch 1572 | loss: 0.0311395 | val_loss: 0.0311596 | Time: 6645.1 ms
[2022-04-24 17:17:11 main:574] : INFO : Epoch 1573 | loss: 0.0311399 | val_loss: 0.0311554 | Time: 6639.2 ms
[2022-04-24 17:17:18 main:574] : INFO : Epoch 1574 | loss: 0.0311407 | val_loss: 0.0311597 | Time: 6587.85 ms
[2022-04-24 17:17:24 main:574] : INFO : Epoch 1575 | loss: 0.0311395 | val_loss: 0.0311572 | Time: 6600.87 ms
[2022-04-24 17:17:31 main:574] : INFO : Epoch 1576 | loss: 0.0311394 | val_loss: 0.0311577 | Time: 6617.86 ms
[2022-04-24 17:17:40 main:574] : INFO : Epoch 1577 | loss: 0.0311394 | val_loss: 0.0311558 | Time: 6293.39 ms
[2022-04-24 17:17:47 main:574] : INFO : Epoch 1578 | loss: 0.0311408 | val_loss: 0.0311601 | Time: 6782.68 ms
[2022-04-24 17:17:54 main:574] : INFO : Epoch 1579 | loss: 0.0311385 | val_loss: 0.0311585 | Time: 6788.84 ms
[2022-04-24 17:18:01 main:574] : INFO : Epoch 1580 | loss: 0.0311396 | val_loss: 0.0311561 | Time: 6633.1 ms
[2022-04-24 17:18:08 main:574] : INFO : Epoch 1581 | loss: 0.0311361 | val_loss: 0.0311568 | Time: 6787.91 ms
[2022-04-24 17:18:14 main:574] : INFO : Epoch 1582 | loss: 0.0311381 | val_loss: 0.0311555 | Time: 6729.61 ms
[2022-04-24 17:18:21 main:574] : INFO : Epoch 1583 | loss: 0.031136 | val_loss: 0.03116 | Time: 6597.32 ms
[2022-04-24 17:18:29 main:574] : INFO : Epoch 1584 | loss: 0.0311367 | val_loss: 0.031158 | Time: 6760.55 ms
[2022-04-24 17:18:36 main:574] : INFO : Epoch 1585 | loss: 0.0311383 | val_loss: 0.0311583 | Time: 6799.14 ms
[2022-04-24 17:18:43 main:574] : INFO : Epoch 1586 | loss: 0.0311375 | val_loss: 0.0311583 | Time: 6564.54 ms
[2022-04-24 17:18:51 main:574] : INFO : Epoch 1587 | loss: 0.0311397 | val_loss: 0.0311621 | Time: 6636.28 ms
[2022-04-24 17:18:58 main:574] : INFO : Epoch 1588 | loss: 0.0311383 | val_loss: 0.0311588 | Time: 6776.2 ms
[2022-04-24 17:19:04 main:574] : INFO : Epoch 1589 | loss: 0.031135 | val_loss: 0.0311581 | Time: 6455.75 ms
[2022-04-24 17:19:12 main:574] : INFO : Epoch 1590 | loss: 0.0311352 | val_loss: 0.0311582 | Time: 6718.78 ms
[2022-04-24 17:19:18 main:574] : INFO : Epoch 1591 | loss: 0.0311359 | val_loss: 0.0311594 | Time: 6678.31 ms
[2022-04-24 17:19:25 main:574] : INFO : Epoch 1592 | loss: 0.0311406 | val_loss: 0.0311596 | Time: 5972.04 ms
[2022-04-24 17:19:32 main:574] : INFO : Epoch 1593 | loss: 0.0311464 | val_loss: 0.0311607 | Time: 6211.67 ms
[2022-04-24 17:19:38 main:574] : INFO : Epoch 1594 | loss: 0.0311453 | val_loss: 0.0311567 | Time: 6636 ms
[2022-04-24 17:19:45 main:574] : INFO : Epoch 1595 | loss: 0.0311456 | val_loss: 0.0311567 | Time: 6540.31 ms
[2022-04-24 17:19:53 main:574] : INFO : Epoch 1596 | loss: 0.0311453 | val_loss: 0.0311581 | Time: 6802.3 ms
[2022-04-24 17:20:01 main:574] : INFO : Epoch 1597 | loss: 0.0311456 | val_loss: 0.031158 | Time: 6699.67 ms
[2022-04-24 17:20:07 main:574] : INFO : Epoch 1598 | loss: 0.0311447 | val_loss: 0.0311544 | Time: 6196.17 ms
[2022-04-24 17:20:15 main:574] : INFO : Epoch 1599 | loss: 0.0311411 | val_loss: 0.0311584 | Time: 6080.78 ms
[2022-04-24 17:20:23 main:574] : INFO : Epoch 1600 | loss: 0.0311444 | val_loss: 0.0311547 | Time: 6795.37 ms
[2022-04-24 17:20:31 main:574] : INFO : Epoch 1601 | loss: 0.0311404 | val_loss: 0.0311563 | Time: 6791.44 ms
[2022-04-24 17:20:39 main:574] : INFO : Epoch 1602 | loss: 0.0311409 | val_loss: 0.0311563 | Time: 6711.91 ms
[2022-04-24 17:20:46 main:574] : INFO : Epoch 1603 | loss: 0.0311411 | val_loss: 0.0311537 | Time: 6625.57 ms
[2022-04-24 17:20:54 main:574] : INFO : Epoch 1604 | loss: 0.0311387 | val_loss: 0.031155 | Time: 6752.65 ms
[2022-04-24 17:21:01 main:574] : INFO : Epoch 1605 | loss: 0.0311367 | val_loss: 0.0311537 | Time: 6549.36 ms
[2022-04-24 17:21:07 main:574] : INFO : Epoch 1606 | loss: 0.0311362 | val_loss: 0.0311563 | Time: 6112.8 ms
[2022-04-24 17:21:16 main:574] : INFO : Epoch 1607 | loss: 0.0311362 | val_loss: 0.0311596 | Time: 6605.16 ms
[2022-04-24 17:21:24 main:574] : INFO : Epoch 1608 | loss: 0.0311365 | val_loss: 0.0311547 | Time: 6531.23 ms
[2022-04-24 17:21:31 main:574] : INFO : Epoch 1609 | loss: 0.0311352 | val_loss: 0.0311558 | Time: 6608.74 ms
[2022-04-24 17:21:39 main:574] : INFO : Epoch 1610 | loss: 0.0311357 | val_loss: 0.0311566 | Time: 6575.15 ms
[2022-04-24 17:21:46 main:574] : INFO : Epoch 1611 | loss: 0.0311365 | val_loss: 0.031156 | Time: 6309.2 ms
[2022-04-24 17:21:55 main:574] : INFO : Epoch 1612 | loss: 0.0311351 | val_loss: 0.0311596 | Time: 6570.8 ms
[2022-04-24 17:22:03 main:574] : INFO : Epoch 1613 | loss: 0.0311365 | val_loss: 0.0311572 | Time: 6595.22 ms
[2022-04-24 17:22:11 main:574] : INFO : Epoch 1614 | loss: 0.0311383 | val_loss: 0.0311625 | Time: 6471.82 ms
[2022-04-24 17:22:19 main:574] : INFO : Epoch 1615 | loss: 0.0311377 | val_loss: 0.03116 | Time: 6427.42 ms
[2022-04-24 17:22:26 main:574] : INFO : Epoch 1616 | loss: 0.0311379 | val_loss: 0.0311563 | Time: 6765.27 ms
[2022-04-24 17:22:34 main:574] : INFO : Epoch 1617 | loss: 0.0311373 | val_loss: 0.0311587 | Time: 6678.39 ms
[2022-04-24 17:22:40 main:574] : INFO : Epoch 1618 | loss: 0.0311363 | val_loss: 0.0311596 | Time: 6527.07 ms
[2022-04-24 17:22:47 main:574] : INFO : Epoch 1619 | loss: 0.0311365 | val_loss: 0.0311566 | Time: 6281.12 ms
[2022-04-24 17:22:55 main:574] : INFO : Epoch 1620 | loss: 0.0311415 | val_loss: 0.0311629 | Time: 6402.17 ms
[2022-04-24 17:23:02 main:574] : INFO : Epoch 1621 | loss: 0.0311347 | val_loss: 0.0311587 | Time: 6381.15 ms
[2022-04-24 17:23:09 main:574] : INFO : Epoch 1622 | loss: 0.0311353 | val_loss: 0.0311622 | Time: 6535.25 ms
[2022-04-24 17:23:16 main:574] : INFO : Epoch 1623 | loss: 0.0311385 | val_loss: 0.0311561 | Time: 6416.1 ms
[2022-04-24 17:23:25 main:574] : INFO : Epoch 1624 | loss: 0.0311378 | val_loss: 0.0311609 | Time: 6796.27 ms
[2022-04-24 17:23:33 main:574] : INFO : Epoch 1625 | loss: 0.0311384 | val_loss: 0.0311603 | Time: 6754.06 ms
[2022-04-24 17:23:39 main:574] : INFO : Epoch 1626 | loss: 0.0311424 | val_loss: 0.0311563 | Time: 6130.93 ms
[2022-04-24 17:23:47 main:574] : INFO : Epoch 1627 | loss: 0.0311419 | val_loss: 0.0311567 | Time: 5601.58 ms
[2022-04-24 17:23:55 main:574] : INFO : Epoch 1628 | loss: 0.031137 | val_loss: 0.0311547 | Time: 6133.37 ms
[2022-04-24 17:24:05 main:574] : INFO : Epoch 1629 | loss: 0.0311373 | val_loss: 0.0311559 | Time: 6013.78 ms
[2022-04-24 17:24:14 main:574] : INFO : Epoch 1630 | loss: 0.0311366 | val_loss: 0.0311566 | Time: 6529.61 ms
[2022-04-24 17:24:21 main:574] : INFO : Epoch 1631 | loss: 0.0311362 | val_loss: 0.0311547 | Time: 6520.61 ms
[2022-04-24 17:24:31 main:574] : INFO : Epoch 1632 | loss: 0.0311353 | val_loss: 0.0311547 | Time: 6713.1 ms
[2022-04-24 17:24:38 main:574] : INFO : Epoch 1633 | loss: 0.0311335 | val_loss: 0.031154 | Time: 6550.16 ms
[2022-04-24 17:24:44 main:574] : INFO : Epoch 1634 | loss: 0.0311374 | val_loss: 0.0311548 | Time: 6470.68 ms
[2022-04-24 17:24:51 main:574] : INFO : Epoch 1635 | loss: 0.0311382 | val_loss: 0.031156 | Time: 6399.95 ms
[2022-04-24 17:24:58 main:574] : INFO : Epoch 1636 | loss: 0.0311367 | val_loss: 0.0311569 | Time: 6471.64 ms
[2022-04-24 17:25:05 main:574] : INFO : Epoch 1637 | loss: 0.0311365 | val_loss: 0.0311543 | Time: 6121.7 ms
[2022-04-24 17:25:12 main:574] : INFO : Epoch 1638 | loss: 0.0311376 | val_loss: 0.0311641 | Time: 6545.65 ms
[2022-04-24 17:25:21 main:574] : INFO : Epoch 1639 | loss: 0.0311398 | val_loss: 0.0311545 | Time: 6143.54 ms
[2022-04-24 17:25:30 main:574] : INFO : Epoch 1640 | loss: 0.0311325 | val_loss: 0.0311547 | Time: 6263.63 ms
[2022-04-24 17:25:38 main:574] : INFO : Epoch 1641 | loss: 0.0311376 | val_loss: 0.0311594 | Time: 6639.71 ms
[2022-04-24 17:25:47 main:574] : INFO : Epoch 1642 | loss: 0.0311353 | val_loss: 0.0311594 | Time: 7665.73 ms
[2022-04-24 17:25:55 main:574] : INFO : Epoch 1643 | loss: 0.0311361 | val_loss: 0.0311571 | Time: 6549.43 ms
[2022-04-24 17:26:02 main:574] : INFO : Epoch 1644 | loss: 0.0311356 | val_loss: 0.031157 | Time: 6090.33 ms
[2022-04-24 17:26:11 main:574] : INFO : Epoch 1645 | loss: 0.031138 | val_loss: 0.0311565 | Time: 6420.19 ms
[2022-04-24 17:26:19 main:574] : INFO : Epoch 1646 | loss: 0.031136 | val_loss: 0.0311551 | Time: 6658.28 ms
[2022-04-24 17:26:26 main:574] : INFO : Epoch 1647 | loss: 0.0311359 | val_loss: 0.0311585 | Time: 6533.9 ms
[2022-04-24 17:26:33 main:574] : INFO : Epoch 1648 | loss: 0.0311349 | val_loss: 0.0311586 | Time: 6820.74 ms
[2022-04-24 17:26:41 main:574] : INFO : Epoch 1649 | loss: 0.0311355 | val_loss: 0.0311567 | Time: 6633.22 ms
[2022-04-24 17:26:49 main:574] : INFO : Epoch 1650 | loss: 0.0311386 | val_loss: 0.031162 | Time: 6522.98 ms
[2022-04-24 17:26:57 main:574] : INFO : Epoch 1651 | loss: 0.0311373 | val_loss: 0.0311602 | Time: 7256.4 ms
[2022-04-24 17:27:04 main:574] : INFO : Epoch 1652 | loss: 0.0311367 | val_loss: 0.0311524 | Time: 6716.01 ms
[2022-04-24 17:27:11 main:574] : INFO : Epoch 1653 | loss: 0.0311372 | val_loss: 0.0311594 | Time: 6655.21 ms
[2022-04-24 17:27:18 main:574] : INFO : Epoch 1654 | loss: 0.0311403 | val_loss: 0.0311543 | Time: 6556.81 ms
[2022-04-24 17:27:25 main:574] : INFO : Epoch 1655 | loss: 0.031139 | val_loss: 0.0311554 | Time: 6923.7 ms
[2022-04-24 17:27:32 main:574] : INFO : Epoch 1656 | loss: 0.0311384 | val_loss: 0.0311558 | Time: 6667.04 ms
[2022-04-24 17:27:39 main:574] : INFO : Epoch 1657 | loss: 0.0311363 | val_loss: 0.0311548 | Time: 6405.95 ms
[2022-04-24 17:27:48 main:574] : INFO : Epoch 1658 | loss: 0.0311371 | val_loss: 0.0311659 | Time: 6497.91 ms
[2022-04-24 17:27:55 main:574] : INFO : Epoch 1659 | loss: 0.0311412 | val_loss: 0.0311619 | Time: 6251.67 ms
[2022-04-24 17:28:03 main:574] : INFO : Epoch 1660 | loss: 0.0311398 | val_loss: 0.0311598 | Time: 6428.12 ms
[2022-04-24 17:28:10 main:574] : INFO : Epoch 1661 | loss: 0.0311371 | val_loss: 0.0311527 | Time: 6113.21 ms
[2022-04-24 17:28:17 main:574] : INFO : Epoch 1662 | loss: 0.0311356 | val_loss: 0.0311616 | Time: 6736.69 ms
[2022-04-24 17:28:23 main:574] : INFO : Epoch 1663 | loss: 0.0311385 | val_loss: 0.0311537 | Time: 6613.73 ms
[2022-04-24 17:28:33 main:574] : INFO : Epoch 1664 | loss: 0.0311399 | val_loss: 0.0311559 | Time: 6569.79 ms
[2022-04-24 17:28:40 main:574] : INFO : Epoch 1665 | loss: 0.0311403 | val_loss: 0.0311558 | Time: 6466.78 ms
[2022-04-24 17:28:47 main:574] : INFO : Epoch 1666 | loss: 0.0311395 | val_loss: 0.0311551 | Time: 6548.93 ms
[2022-04-24 17:28:54 main:574] : INFO : Epoch 1667 | loss: 0.0311375 | val_loss: 0.0311562 | Time: 6510.17 ms
[2022-04-24 17:29:01 main:574] : INFO : Epoch 1668 | loss: 0.0311344 | val_loss: 0.0311587 | Time: 6130.15 ms
[2022-04-24 17:29:08 main:574] : INFO : Epoch 1669 | loss: 0.0311387 | val_loss: 0.0311559 | Time: 6374.23 ms
[2022-04-24 17:29:16 main:574] : INFO : Epoch 1670 | loss: 0.0311408 | val_loss: 0.0311563 | Time: 6650.85 ms
[2022-04-24 17:29:23 main:574] : INFO : Epoch 1671 | loss: 0.0311395 | val_loss: 0.0311597 | Time: 6184.32 ms
[2022-04-24 17:29:30 main:574] : INFO : Epoch 1672 | loss: 0.0311431 | val_loss: 0.0311563 | Time: 6762.64 ms
[2022-04-24 17:29:37 main:574] : INFO : Epoch 1673 | loss: 0.031139 | val_loss: 0.0311643 | Time: 6705.14 ms
[2022-04-24 17:29:44 main:574] : INFO : Epoch 1674 | loss: 0.0311392 | val_loss: 0.0311557 | Time: 6358.44 ms
[2022-04-24 17:29:51 main:574] : INFO : Epoch 1675 | loss: 0.0311435 | val_loss: 0.0311548 | Time: 6619.01 ms
[2022-04-24 17:29:58 main:574] : INFO : Epoch 1676 | loss: 0.0311461 | val_loss: 0.031155 | Time: 6603.45 ms
[2022-04-24 17:30:05 main:574] : INFO : Epoch 1677 | loss: 0.031146 | val_loss: 0.031159 | Time: 6502.86 ms
[2022-04-24 17:30:13 main:574] : INFO : Epoch 1678 | loss: 0.0311414 | val_loss: 0.0311555 | Time: 6432.21 ms
[2022-04-24 17:30:18 main:574] : INFO : Epoch 1679 | loss: 0.03114 | val_loss: 0.0311593 | Time: 4947.65 ms
[2022-04-24 17:30:34 main:574] : INFO : Epoch 1680 | loss: 0.0311395 | val_loss: 0.0311546 | Time: 6034.21 ms
[2022-04-24 17:30:42 main:574] : INFO : Epoch 1681 | loss: 0.0311391 | val_loss: 0.0311546 | Time: 6636.79 ms
[2022-04-24 17:30:49 main:574] : INFO : Epoch 1682 | loss: 0.0311383 | val_loss: 0.0311556 | Time: 6740.49 ms
[2022-04-24 17:30:57 main:574] : INFO : Epoch 1683 | loss: 0.031138 | val_loss: 0.0311544 | Time: 6733.55 ms
[2022-04-24 17:31:05 main:574] : INFO : Epoch 1684 | loss: 0.0311377 | val_loss: 0.031153 | Time: 6680.49 ms
[2022-04-24 17:31:16 main:574] : INFO : Epoch 1685 | loss: 0.0311383 | val_loss: 0.0311538 | Time: 6657.69 ms
[2022-04-24 17:31:22 main:574] : INFO : Epoch 1686 | loss: 0.0311378 | val_loss: 0.0311644 | Time: 6520.27 ms
[2022-04-24 17:31:29 main:574] : INFO : Epoch 1687 | loss: 0.0311401 | val_loss: 0.0311518 | Time: 6616.4 ms
[2022-04-24 17:31:38 main:574] : INFO : Epoch 1688 | loss: 0.0311404 | val_loss: 0.0311594 | Time: 6721.93 ms
[2022-04-24 17:31:45 main:574] : INFO : Epoch 1689 | loss: 0.0311345 | val_loss: 0.0311516 | Time: 6796.6 ms
[2022-04-24 17:31:52 main:574] : INFO : Epoch 1690 | loss: 0.0311331 | val_loss: 0.0311549 | Time: 6700.47 ms
[2022-04-24 17:32:00 main:574] : INFO : Epoch 1691 | loss: 0.0311352 | val_loss: 0.0311568 | Time: 5927.95 ms
[2022-04-24 17:32:07 main:574] : INFO : Epoch 1692 | loss: 0.0311392 | val_loss: 0.0311548 | Time: 6479.84 ms
[2022-04-24 17:32:14 main:574] : INFO : Epoch 1693 | loss: 0.0311363 | val_loss: 0.0311519 | Time: 6187.51 ms
[2022-04-24 17:32:22 main:574] : INFO : Epoch 1694 | loss: 0.0311365 | val_loss: 0.0311547 | Time: 6141.44 ms
[2022-04-24 17:32:29 main:574] : INFO : Epoch 1695 | loss: 0.0311325 | val_loss: 0.0311543 | Time: 5948.9 ms
[2022-04-24 17:32:38 main:574] : INFO : Epoch 1696 | loss: 0.0311339 | val_loss: 0.0311541 | Time: 5775.03 ms
[2022-04-24 17:32:45 main:574] : INFO : Epoch 1697 | loss: 0.0311353 | val_loss: 0.0311568 | Time: 6517.43 ms
[2022-04-24 17:32:53 main:574] : INFO : Epoch 1698 | loss: 0.0311361 | val_loss: 0.0311577 | Time: 6309.79 ms
[2022-04-24 17:33:01 main:574] : INFO : Epoch 1699 | loss: 0.0311348 | val_loss: 0.0311569 | Time: 6441.8 ms
[2022-04-24 17:33:09 main:574] : INFO : Epoch 1700 | loss: 0.0311347 | val_loss: 0.0311602 | Time: 6576.56 ms
[2022-04-24 17:33:17 main:574] : INFO : Epoch 1701 | loss: 0.0311378 | val_loss: 0.0311569 | Time: 6834.7 ms
[2022-04-24 17:33:26 main:574] : INFO : Epoch 1702 | loss: 0.0311395 | val_loss: 0.0311516 | Time: 6706 ms
[2022-04-24 17:33:35 main:574] : INFO : Epoch 1703 | loss: 0.0311356 | val_loss: 0.031154 | Time: 6746.27 ms
[2022-04-24 17:33:43 main:574] : INFO : Epoch 1704 | loss: 0.0311332 | val_loss: 0.0311521 | Time: 6837.26 ms
[2022-04-24 17:33:51 main:574] : INFO : Epoch 1705 | loss: 0.0311336 | val_loss: 0.0311547 | Time: 6172.37 ms
[2022-04-24 17:33:58 main:574] : INFO : Epoch 1706 | loss: 0.031133 | val_loss: 0.0311578 | Time: 6389.71 ms
[2022-04-24 17:34:06 main:574] : INFO : Epoch 1707 | loss: 0.0311328 | val_loss: 0.0311581 | Time: 5881.24 ms
[2022-04-24 17:34:13 main:574] : INFO : Epoch 1708 | loss: 0.0311342 | val_loss: 0.0311586 | Time: 6090.18 ms
[2022-04-24 17:34:22 main:574] : INFO : Epoch 1709 | loss: 0.0311378 | val_loss: 0.0311556 | Time: 6562.77 ms
[2022-04-24 17:34:29 main:574] : INFO : Epoch 1710 | loss: 0.0311404 | val_loss: 0.0311544 | Time: 6011.33 ms
[2022-04-24 17:34:36 main:574] : INFO : Epoch 1711 | loss: 0.0311379 | val_loss: 0.0311587 | Time: 6464.78 ms
[2022-04-24 17:34:47 main:574] : INFO : Epoch 1712 | loss: 0.0311368 | val_loss: 0.0311546 | Time: 6710.51 ms
[2022-04-24 17:34:53 main:574] : INFO : Epoch 1713 | loss: 0.0311339 | val_loss: 0.0311553 | Time: 6027.91 ms
[2022-04-24 17:35:01 main:574] : INFO : Epoch 1714 | loss: 0.0311326 | val_loss: 0.0311548 | Time: 6522.91 ms
[2022-04-24 17:35:10 main:574] : INFO : Epoch 1715 | loss: 0.0311332 | val_loss: 0.0311572 | Time: 6259.68 ms
[2022-04-24 17:35:16 main:574] : INFO : Epoch 1716 | loss: 0.0311363 | val_loss: 0.0311585 | Time: 6335.97 ms
[2022-04-24 17:35:23 main:574] : INFO : Epoch 1717 | loss: 0.0311436 | val_loss: 0.0311556 | Time: 6208.57 ms
[2022-04-24 17:35:32 main:574] : INFO : Epoch 1718 | loss: 0.0311417 | val_loss: 0.0311546 | Time: 6059.03 ms
[2022-04-24 17:35:40 main:574] : INFO : Epoch 1719 | loss: 0.0311427 | val_loss: 0.0311573 | Time: 6597.43 ms
[2022-04-24 17:35:48 main:574] : INFO : Epoch 1720 | loss: 0.0311399 | val_loss: 0.0311579 | Time: 6642.33 ms
[2022-04-24 17:35:57 main:574] : INFO : Epoch 1721 | loss: 0.0311382 | val_loss: 0.0311531 | Time: 6999.44 ms
[2022-04-24 17:36:07 main:574] : INFO : Epoch 1722 | loss: 0.031138 | val_loss: 0.0311589 | Time: 6908.82 ms
[2022-04-24 17:36:17 main:574] : INFO : Epoch 1723 | loss: 0.0311375 | val_loss: 0.0311554 | Time: 6761.35 ms
[2022-04-24 17:36:26 main:574] : INFO : Epoch 1724 | loss: 0.0311361 | val_loss: 0.0311576 | Time: 6874.77 ms
[2022-04-24 17:36:34 main:574] : INFO : Epoch 1725 | loss: 0.0311371 | val_loss: 0.0311542 | Time: 6738.37 ms
[2022-04-24 17:36:43 main:574] : INFO : Epoch 1726 | loss: 0.0311357 | val_loss: 0.031152 | Time: 6678.42 ms
[2022-04-24 17:36:51 main:574] : INFO : Epoch 1727 | loss: 0.0311354 | val_loss: 0.0311573 | Time: 6771.26 ms
[2022-04-24 17:36:59 main:574] : INFO : Epoch 1728 | loss: 0.0311347 | val_loss: 0.0311573 | Time: 6164.54 ms
[2022-04-24 17:37:10 main:574] : INFO : Epoch 1729 | loss: 0.0311352 | val_loss: 0.0311535 | Time: 6721.59 ms
[2022-04-24 17:37:18 main:574] : INFO : Epoch 1730 | loss: 0.0311348 | val_loss: 0.0311528 | Time: 6400.5 ms
[2022-04-24 17:37:27 main:574] : INFO : Epoch 1731 | loss: 0.0311356 | val_loss: 0.0311559 | Time: 6555.34 ms
[2022-04-24 17:37:36 main:574] : INFO : Epoch 1732 | loss: 0.0311356 | val_loss: 0.0311527 | Time: 6688.56 ms
[2022-04-24 17:37:44 main:574] : INFO : Epoch 1733 | loss: 0.0311394 | val_loss: 0.0311547 | Time: 5529.48 ms
[2022-04-24 17:37:52 main:574] : INFO : Epoch 1734 | loss: 0.0311384 | val_loss: 0.0311528 | Time: 6530.01 ms
[2022-04-24 17:38:02 main:574] : INFO : Epoch 1735 | loss: 0.031133 | val_loss: 0.031154 | Time: 6924.64 ms
[2022-04-24 17:38:09 main:574] : INFO : Epoch 1736 | loss: 0.0311326 | val_loss: 0.0311571 | Time: 6338.02 ms
[2022-04-24 17:38:17 main:574] : INFO : Epoch 1737 | loss: 0.0311313 | val_loss: 0.0311561 | Time: 6638.7 ms
[2022-04-24 17:38:25 main:574] : INFO : Epoch 1738 | loss: 0.0311316 | val_loss: 0.0311588 | Time: 5917.45 ms
[2022-04-24 17:38:34 main:574] : INFO : Epoch 1739 | loss: 0.0311312 | val_loss: 0.0311597 | Time: 6537.42 ms
[2022-04-24 17:38:43 main:574] : INFO : Epoch 1740 | loss: 0.0311306 | val_loss: 0.031154 | Time: 6645.51 ms
[2022-04-24 17:38:51 main:574] : INFO : Epoch 1741 | loss: 0.0311325 | val_loss: 0.0311544 | Time: 6888.11 ms
[2022-04-24 17:39:00 main:574] : INFO : Epoch 1742 | loss: 0.0311322 | val_loss: 0.0311603 | Time: 6157.06 ms
[2022-04-24 17:39:09 main:574] : INFO : Epoch 1743 | loss: 0.0311308 | val_loss: 0.0311639 | Time: 5717.48 ms
[2022-04-24 17:39:16 main:574] : INFO : Epoch 1744 | loss: 0.0311298 | val_loss: 0.0311535 | Time: 6350.93 ms
[2022-04-24 17:39:25 main:574] : INFO : Epoch 1745 | loss: 0.0311285 | val_loss: 0.031155 | Time: 6955.33 ms
[2022-04-24 17:39:33 main:574] : INFO : Epoch 1746 | loss: 0.0311279 | val_loss: 0.0311521 | Time: 6513.91 ms
[2022-04-24 17:39:41 main:574] : INFO : Epoch 1747 | loss: 0.0311276 | val_loss: 0.0311548 | Time: 6451.81 ms
[2022-04-24 17:39:51 main:574] : INFO : Epoch 1748 | loss: 0.0311271 | val_loss: 0.0311554 | Time: 6488.62 ms
[2022-04-24 17:39:58 main:574] : INFO : Epoch 1749 | loss: 0.0311283 | val_loss: 0.031159 | Time: 6126.54 ms
[2022-04-24 17:40:07 main:574] : INFO : Epoch 1750 | loss: 0.0311273 | val_loss: 0.0311549 | Time: 6118.63 ms
[2022-04-24 17:40:16 main:574] : INFO : Epoch 1751 | loss: 0.0311284 | val_loss: 0.0311543 | Time: 6054.77 ms
[2022-04-24 17:40:27 main:574] : INFO : Epoch 1752 | loss: 0.0311267 | val_loss: 0.0311578 | Time: 6754.02 ms
[2022-04-24 17:40:36 main:574] : INFO : Epoch 1753 | loss: 0.0311251 | val_loss: 0.0311576 | Time: 6705.97 ms
[2022-04-24 17:40:45 main:574] : INFO : Epoch 1754 | loss: 0.0311256 | val_loss: 0.0311568 | Time: 6624.76 ms
[2022-04-24 17:40:54 main:574] : INFO : Epoch 1755 | loss: 0.0311269 | val_loss: 0.0311561 | Time: 6513.45 ms
[2022-04-24 17:41:01 main:574] : INFO : Epoch 1756 | loss: 0.0311273 | val_loss: 0.0311524 | Time: 6664.02 ms
[2022-04-24 17:41:10 main:574] : INFO : Epoch 1757 | loss: 0.0311306 | val_loss: 0.0311519 | Time: 6173.29 ms
[2022-04-24 17:41:17 main:574] : INFO : Epoch 1758 | loss: 0.0311323 | val_loss: 0.0311517 | Time: 6192.57 ms
[2022-04-24 17:41:25 main:574] : INFO : Epoch 1759 | loss: 0.0311317 | val_loss: 0.031156 | Time: 6529.14 ms
[2022-04-24 17:41:32 main:574] : INFO : Epoch 1760 | loss: 0.0311292 | val_loss: 0.0311504 | Time: 6229.72 ms
[2022-04-24 17:41:41 main:574] : INFO : Epoch 1761 | loss: 0.0311287 | val_loss: 0.0311498 | Time: 6761.16 ms
[2022-04-24 17:41:48 main:574] : INFO : Epoch 1762 | loss: 0.0311281 | val_loss: 0.0311516 | Time: 6632.78 ms
[2022-04-24 17:41:56 main:574] : INFO : Epoch 1763 | loss: 0.0311262 | val_loss: 0.0311539 | Time: 6600.31 ms
[2022-04-24 17:42:03 main:574] : INFO : Epoch 1764 | loss: 0.031125 | val_loss: 0.0311525 | Time: 6200.57 ms
[2022-04-24 17:42:10 main:574] : INFO : Epoch 1765 | loss: 0.0311241 | val_loss: 0.0311572 | Time: 6155.65 ms
[2022-04-24 17:42:20 main:574] : INFO : Epoch 1766 | loss: 0.0311252 | val_loss: 0.0311536 | Time: 6682.73 ms
[2022-04-24 17:42:29 main:574] : INFO : Epoch 1767 | loss: 0.0311262 | val_loss: 0.0311562 | Time: 6901.8 ms
[2022-04-24 17:42:37 main:574] : INFO : Epoch 1768 | loss: 0.0311261 | val_loss: 0.0311502 | Time: 6904.94 ms
[2022-04-24 17:42:46 main:574] : INFO : Epoch 1769 | loss: 0.0311305 | val_loss: 0.031154 | Time: 6871.43 ms
[2022-04-24 17:42:53 main:574] : INFO : Epoch 1770 | loss: 0.0311335 | val_loss: 0.031152 | Time: 6512.13 ms
[2022-04-24 17:43:01 main:574] : INFO : Epoch 1771 | loss: 0.031134 | val_loss: 0.0311607 | Time: 6449.34 ms
[2022-04-24 17:43:10 main:574] : INFO : Epoch 1772 | loss: 0.0311453 | val_loss: 0.031159 | Time: 6558.87 ms
[2022-04-24 17:43:17 main:574] : INFO : Epoch 1773 | loss: 0.0311495 | val_loss: 0.0311605 | Time: 6731.17 ms
[2022-04-24 17:43:24 main:574] : INFO : Epoch 1774 | loss: 0.0311506 | val_loss: 0.0311621 | Time: 6474.19 ms
[2022-04-24 17:43:33 main:574] : INFO : Epoch 1775 | loss: 0.0311484 | val_loss: 0.0311554 | Time: 6480.32 ms
[2022-04-24 17:43:41 main:574] : INFO : Epoch 1776 | loss: 0.031145 | val_loss: 0.0311561 | Time: 6449.05 ms
[2022-04-24 17:43:48 main:574] : INFO : Epoch 1777 | loss: 0.0311406 | val_loss: 0.0311583 | Time: 6262.34 ms
[2022-04-24 17:43:56 main:574] : INFO : Epoch 1778 | loss: 0.0311413 | val_loss: 0.0311588 | Time: 6502.4 ms
[2022-04-24 17:44:03 main:574] : INFO : Epoch 1779 | loss: 0.0311396 | val_loss: 0.0311561 | Time: 6192.07 ms
[2022-04-24 17:44:10 main:574] : INFO : Epoch 1780 | loss: 0.0311371 | val_loss: 0.0311561 | Time: 6527.71 ms
[2022-04-24 17:44:17 main:574] : INFO : Epoch 1781 | loss: 0.0311353 | val_loss: 0.0311586 | Time: 6406.08 ms
[2022-04-24 17:44:24 main:574] : INFO : Epoch 1782 | loss: 0.0311351 | val_loss: 0.0311544 | Time: 6483.96 ms
[2022-04-24 17:44:31 main:574] : INFO : Epoch 1783 | loss: 0.0311328 | val_loss: 0.0311548 | Time: 5996.49 ms
[2022-04-24 17:44:39 main:574] : INFO : Epoch 1784 | loss: 0.0311318 | val_loss: 0.0311568 | Time: 6346.56 ms
[2022-04-24 17:44:46 main:574] : INFO : Epoch 1785 | loss: 0.0311347 | val_loss: 0.0311554 | Time: 6137.88 ms
[2022-04-24 17:44:54 main:574] : INFO : Epoch 1786 | loss: 0.0311341 | val_loss: 0.0311586 | Time: 6211.13 ms
[2022-04-24 17:45:02 main:574] : INFO : Epoch 1787 | loss: 0.0311346 | val_loss: 0.0311581 | Time: 6320.39 ms
[2022-04-24 17:45:10 main:574] : INFO : Epoch 1788 | loss: 0.0311363 | val_loss: 0.0311567 | Time: 6764.76 ms
[2022-04-24 17:45:16 main:574] : INFO : Epoch 1789 | loss: 0.0311362 | val_loss: 0.0311569 | Time: 6101.96 ms
[2022-04-24 17:45:24 main:574] : INFO : Epoch 1790 | loss: 0.0311438 | val_loss: 0.0311521 | Time: 5928.12 ms
[2022-04-24 17:45:30 main:574] : INFO : Epoch 1791 | loss: 0.0311373 | val_loss: 0.0311545 | Time: 5876.87 ms
[2022-04-24 17:45:37 main:574] : INFO : Epoch 1792 | loss: 0.0311347 | val_loss: 0.0311533 | Time: 5998.93 ms
[2022-04-24 17:45:44 main:574] : INFO : Epoch 1793 | loss: 0.0311329 | val_loss: 0.0311557 | Time: 6506.14 ms
[2022-04-24 17:45:53 main:574] : INFO : Epoch 1794 | loss: 0.0311348 | val_loss: 0.0311557 | Time: 6407.87 ms
[2022-04-24 17:46:01 main:574] : INFO : Epoch 1795 | loss: 0.0311341 | val_loss: 0.0311513 | Time: 6588.53 ms
[2022-04-24 17:46:09 main:574] : INFO : Epoch 1796 | loss: 0.0311335 | val_loss: 0.0311587 | Time: 6597.75 ms
[2022-04-24 17:46:16 main:574] : INFO : Epoch 1797 | loss: 0.0311344 | val_loss: 0.0311559 | Time: 6407.04 ms
[2022-04-24 17:46:25 main:574] : INFO : Epoch 1798 | loss: 0.0311317 | val_loss: 0.0311574 | Time: 6504.55 ms
[2022-04-24 17:46:34 main:574] : INFO : Epoch 1799 | loss: 0.031132 | val_loss: 0.0311591 | Time: 6781.21 ms
[2022-04-24 17:46:43 main:574] : INFO : Epoch 1800 | loss: 0.0311317 | val_loss: 0.0311558 | Time: 6839.57 ms
[2022-04-24 17:46:51 main:574] : INFO : Epoch 1801 | loss: 0.031132 | val_loss: 0.0311555 | Time: 6070.84 ms
[2022-04-24 17:46:59 main:574] : INFO : Epoch 1802 | loss: 0.031131 | val_loss: 0.0311549 | Time: 6148.11 ms
[2022-04-24 17:47:06 main:574] : INFO : Epoch 1803 | loss: 0.0311339 | val_loss: 0.0311584 | Time: 6449.4 ms
[2022-04-24 17:47:13 main:574] : INFO : Epoch 1804 | loss: 0.0311342 | val_loss: 0.031158 | Time: 6595.83 ms
[2022-04-24 17:47:21 main:574] : INFO : Epoch 1805 | loss: 0.0311324 | val_loss: 0.0311582 | Time: 6020.95 ms
[2022-04-24 17:47:27 main:574] : INFO : Epoch 1806 | loss: 0.0311304 | val_loss: 0.0311619 | Time: 4625 ms
[2022-04-24 17:47:38 main:574] : INFO : Epoch 1807 | loss: 0.0311317 | val_loss: 0.0311588 | Time: 5382.15 ms
[2022-04-24 17:47:46 main:574] : INFO : Epoch 1808 | loss: 0.0311309 | val_loss: 0.0311614 | Time: 5819.86 ms
[2022-04-24 17:47:54 main:574] : INFO : Epoch 1809 | loss: 0.0311315 | val_loss: 0.0311537 | Time: 6465.63 ms
[2022-04-24 17:48:01 main:574] : INFO : Epoch 1810 | loss: 0.0311308 | val_loss: 0.0311579 | Time: 6115.12 ms
[2022-04-24 17:48:09 main:574] : INFO : Epoch 1811 | loss: 0.0311317 | val_loss: 0.0311577 | Time: 6037.55 ms
[2022-04-24 17:48:17 main:574] : INFO : Epoch 1812 | loss: 0.0311317 | val_loss: 0.0311543 | Time: 6460.34 ms
[2022-04-24 17:48:25 main:574] : INFO : Epoch 1813 | loss: 0.0311351 | val_loss: 0.0311569 | Time: 6461.05 ms
[2022-04-24 17:48:33 main:574] : INFO : Epoch 1814 | loss: 0.0311335 | val_loss: 0.0311596 | Time: 6317.55 ms
[2022-04-24 17:48:40 main:574] : INFO : Epoch 1815 | loss: 0.031138 | val_loss: 0.0311657 | Time: 6077.75 ms
[2022-04-24 17:48:47 main:574] : INFO : Epoch 1816 | loss: 0.0311338 | val_loss: 0.0311585 | Time: 6203.72 ms
[2022-04-24 17:48:55 main:574] : INFO : Epoch 1817 | loss: 0.0311323 | val_loss: 0.0311537 | Time: 6277.04 ms
[2022-04-24 17:49:02 main:574] : INFO : Epoch 1818 | loss: 0.0311324 | val_loss: 0.0311599 | Time: 6076.98 ms
[2022-04-24 17:49:10 main:574] : INFO : Epoch 1819 | loss: 0.0311321 | val_loss: 0.0311605 | Time: 5910.15 ms
[2022-04-24 17:49:18 main:574] : INFO : Epoch 1820 | loss: 0.0311322 | val_loss: 0.0311608 | Time: 6190.22 ms
[2022-04-24 17:49:26 main:574] : INFO : Epoch 1821 | loss: 0.0311337 | val_loss: 0.0311614 | Time: 6530.4 ms
[2022-04-24 17:49:34 main:574] : INFO : Epoch 1822 | loss: 0.0311305 | val_loss: 0.0311599 | Time: 6324.27 ms
[2022-04-24 17:49:40 main:574] : INFO : Epoch 1823 | loss: 0.0311314 | val_loss: 0.0311575 | Time: 5875.42 ms
[2022-04-24 17:49:50 main:574] : INFO : Epoch 1824 | loss: 0.0311364 | val_loss: 0.0311568 | Time: 6192.51 ms
[2022-04-24 17:49:57 main:574] : INFO : Epoch 1825 | loss: 0.0311385 | val_loss: 0.0311547 | Time: 6151.64 ms
[2022-04-24 17:50:06 main:574] : INFO : Epoch 1826 | loss: 0.0311361 | val_loss: 0.0311558 | Time: 6447.9 ms
[2022-04-24 17:50:15 main:574] : INFO : Epoch 1827 | loss: 0.0311358 | val_loss: 0.0311608 | Time: 5993.43 ms
[2022-04-24 17:50:23 main:574] : INFO : Epoch 1828 | loss: 0.0311412 | val_loss: 0.0311557 | Time: 6585.37 ms
[2022-04-24 17:50:30 main:574] : INFO : Epoch 1829 | loss: 0.031138 | val_loss: 0.0311561 | Time: 6432.6 ms
[2022-04-24 17:50:37 main:574] : INFO : Epoch 1830 | loss: 0.0311359 | val_loss: 0.0311563 | Time: 6213.85 ms
[2022-04-24 17:50:46 main:574] : INFO : Epoch 1831 | loss: 0.0311374 | val_loss: 0.0311546 | Time: 6402.89 ms
[2022-04-24 17:50:54 main:574] : INFO : Epoch 1832 | loss: 0.0311382 | val_loss: 0.0311563 | Time: 6611.4 ms
[2022-04-24 17:51:02 main:574] : INFO : Epoch 1833 | loss: 0.0311394 | val_loss: 0.0311568 | Time: 6451.23 ms
[2022-04-24 17:51:10 main:574] : INFO : Epoch 1834 | loss: 0.0311373 | val_loss: 0.031154 | Time: 6203.11 ms
[2022-04-24 17:51:19 main:574] : INFO : Epoch 1835 | loss: 0.0311335 | val_loss: 0.0311517 | Time: 6421.61 ms
[2022-04-24 17:51:26 main:574] : INFO : Epoch 1836 | loss: 0.0311344 | val_loss: 0.031155 | Time: 6435.27 ms
[2022-04-24 17:51:34 main:574] : INFO : Epoch 1837 | loss: 0.0311324 | val_loss: 0.0311514 | Time: 6329.84 ms
[2022-04-24 17:51:42 main:574] : INFO : Epoch 1838 | loss: 0.031132 | val_loss: 0.0311532 | Time: 6314.32 ms
[2022-04-24 17:51:51 main:574] : INFO : Epoch 1839 | loss: 0.0311302 | val_loss: 0.0311526 | Time: 6025.91 ms
[2022-04-24 17:52:00 main:574] : INFO : Epoch 1840 | loss: 0.0311297 | val_loss: 0.0311583 | Time: 6085.65 ms
[2022-04-24 17:52:10 main:574] : INFO : Epoch 1841 | loss: 0.0311309 | val_loss: 0.0311563 | Time: 6475.93 ms
[2022-04-24 17:52:17 main:574] : INFO : Epoch 1842 | loss: 0.0311288 | val_loss: 0.0311532 | Time: 6548.85 ms
[2022-04-24 17:52:24 main:574] : INFO : Epoch 1843 | loss: 0.0311274 | val_loss: 0.0311537 | Time: 6483.47 ms
[2022-04-24 17:52:32 main:574] : INFO : Epoch 1844 | loss: 0.0311297 | val_loss: 0.0311534 | Time: 5824.19 ms
[2022-04-24 17:52:38 main:574] : INFO : Epoch 1845 | loss: 0.031133 | val_loss: 0.0311584 | Time: 5301.98 ms
[2022-04-24 17:52:46 main:574] : INFO : Epoch 1846 | loss: 0.0311323 | val_loss: 0.0311593 | Time: 5190.79 ms
[2022-04-24 17:52:55 main:574] : INFO : Epoch 1847 | loss: 0.0311352 | val_loss: 0.0311563 | Time: 6686.92 ms
[2022-04-24 17:53:02 main:574] : INFO : Epoch 1848 | loss: 0.031132 | val_loss: 0.0311585 | Time: 6581.09 ms
[2022-04-24 17:53:10 main:574] : INFO : Epoch 1849 | loss: 0.0311323 | val_loss: 0.0311538 | Time: 6061.43 ms
[2022-04-24 17:53:20 main:574] : INFO : Epoch 1850 | loss: 0.0311339 | val_loss: 0.0311542 | Time: 6476.86 ms
[2022-04-24 17:53:29 main:574] : INFO : Epoch 1851 | loss: 0.0311309 | val_loss: 0.0311547 | Time: 6729.78 ms
[2022-04-24 17:53:36 main:574] : INFO : Epoch 1852 | loss: 0.0311305 | val_loss: 0.0311521 | Time: 6174.3 ms
[2022-04-24 17:53:44 main:574] : INFO : Epoch 1853 | loss: 0.0311289 | val_loss: 0.0311515 | Time: 6078.64 ms
[2022-04-24 17:53:52 main:574] : INFO : Epoch 1854 | loss: 0.0311286 | val_loss: 0.0311543 | Time: 5452.97 ms
[2022-04-24 17:54:00 main:574] : INFO : Epoch 1855 | loss: 0.0311314 | val_loss: 0.0311521 | Time: 6229.15 ms
[2022-04-24 17:54:07 main:574] : INFO : Epoch 1856 | loss: 0.0311275 | val_loss: 0.0311565 | Time: 6246.4 ms
[2022-04-24 17:54:16 main:574] : INFO : Epoch 1857 | loss: 0.0311269 | val_loss: 0.0311555 | Time: 5958.17 ms
[2022-04-24 17:54:24 main:574] : INFO : Epoch 1858 | loss: 0.031126 | val_loss: 0.0311517 | Time: 5822.62 ms
[2022-04-24 17:54:32 main:574] : INFO : Epoch 1859 | loss: 0.0311254 | val_loss: 0.0311516 | Time: 6067.69 ms
[2022-04-24 17:54:40 main:574] : INFO : Epoch 1860 | loss: 0.0311275 | val_loss: 0.031156 | Time: 6525.27 ms
[2022-04-24 17:54:46 main:574] : INFO : Epoch 1861 | loss: 0.0311252 | val_loss: 0.0311512 | Time: 5585.93 ms
[2022-04-24 17:54:54 main:574] : INFO : Epoch 1862 | loss: 0.0311252 | val_loss: 0.0311512 | Time: 5627.4 ms
[2022-04-24 17:55:01 main:574] : INFO : Epoch 1863 | loss: 0.031128 | val_loss: 0.0311532 | Time: 5562.09 ms
[2022-04-24 17:55:11 main:574] : INFO : Epoch 1864 | loss: 0.0311266 | val_loss: 0.0311532 | Time: 6784.25 ms
[2022-04-24 17:55:20 main:574] : INFO : Epoch 1865 | loss: 0.0311261 | val_loss: 0.0311523 | Time: 5496.18 ms
[2022-04-24 17:55:28 main:574] : INFO : Epoch 1866 | loss: 0.0311234 | val_loss: 0.0311523 | Time: 5997.85 ms
[2022-04-24 17:55:36 main:574] : INFO : Epoch 1867 | loss: 0.031124 | val_loss: 0.0311515 | Time: 6534.34 ms
[2022-04-24 17:55:44 main:574] : INFO : Epoch 1868 | loss: 0.0311234 | val_loss: 0.0311567 | Time: 6673.62 ms
[2022-04-24 17:55:53 main:574] : INFO : Epoch 1869 | loss: 0.0311235 | val_loss: 0.0311544 | Time: 6433.25 ms
[2022-04-24 17:56:00 main:574] : INFO : Epoch 1870 | loss: 0.0311251 | val_loss: 0.0311619 | Time: 5792.26 ms
[2022-04-24 17:56:09 main:574] : INFO : Epoch 1871 | loss: 0.031123 | val_loss: 0.0311526 | Time: 6160.31 ms
[2022-04-24 17:56:16 main:574] : INFO : Epoch 1872 | loss: 0.0311223 | val_loss: 0.0311518 | Time: 5706.47 ms
[2022-04-24 17:56:23 main:574] : INFO : Epoch 1873 | loss: 0.0311222 | val_loss: 0.0311512 | Time: 5723.72 ms
[2022-04-24 17:56:32 main:574] : INFO : Epoch 1874 | loss: 0.031123 | val_loss: 0.0311513 | Time: 6034.45 ms
[2022-04-24 17:56:40 main:574] : INFO : Epoch 1875 | loss: 0.0311257 | val_loss: 0.0311542 | Time: 6792.56 ms
[2022-04-24 17:56:48 main:574] : INFO : Epoch 1876 | loss: 0.031125 | val_loss: 0.031158 | Time: 6993.42 ms
[2022-04-24 17:56:55 main:574] : INFO : Epoch 1877 | loss: 0.031126 | val_loss: 0.0311528 | Time: 5899.67 ms
[2022-04-24 17:57:03 main:574] : INFO : Epoch 1878 | loss: 0.0311248 | val_loss: 0.0311561 | Time: 5691.7 ms
[2022-04-24 17:57:12 main:574] : INFO : Epoch 1879 | loss: 0.0311295 | val_loss: 0.0311613 | Time: 6662.86 ms
[2022-04-24 17:57:20 main:574] : INFO : Epoch 1880 | loss: 0.0311303 | val_loss: 0.0311582 | Time: 6340.44 ms
[2022-04-24 17:57:29 main:574] : INFO : Epoch 1881 | loss: 0.0311325 | val_loss: 0.0311537 | Time: 6552.9 ms
[2022-04-24 17:57:36 main:574] : INFO : Epoch 1882 | loss: 0.0311323 | val_loss: 0.0311553 | Time: 5968.94 ms
[2022-04-24 17:57:43 main:574] : INFO : Epoch 1883 | loss: 0.0311304 | val_loss: 0.0311554 | Time: 6006.35 ms
[2022-04-24 17:57:51 main:574] : INFO : Epoch 1884 | loss: 0.0311309 | val_loss: 0.0311518 | Time: 5874.76 ms
[2022-04-24 17:57:59 main:574] : INFO : Epoch 1885 | loss: 0.031128 | val_loss: 0.0311521 | Time: 7263.72 ms
[2022-04-24 17:58:05 main:574] : INFO : Epoch 1886 | loss: 0.0311258 | val_loss: 0.0311521 | Time: 5704.37 ms
[2022-04-24 17:58:13 main:574] : INFO : Epoch 1887 | loss: 0.0311255 | val_loss: 0.0311532 | Time: 6133.61 ms
[2022-04-24 17:58:21 main:574] : INFO : Epoch 1888 | loss: 0.0311243 | val_loss: 0.0311545 | Time: 6548.41 ms
[2022-04-24 17:58:30 main:574] : INFO : Epoch 1889 | loss: 0.0311231 | val_loss: 0.0311525 | Time: 7407.31 ms
[2022-04-24 17:58:37 main:574] : INFO : Epoch 1890 | loss: 0.0311247 | val_loss: 0.0311541 | Time: 5890 ms
[2022-04-24 17:58:45 main:574] : INFO : Epoch 1891 | loss: 0.0311267 | val_loss: 0.0311496 | Time: 5970.63 ms
[2022-04-24 17:58:51 main:574] : INFO : Epoch 1892 | loss: 0.0311266 | val_loss: 0.0311615 | Time: 5759.56 ms
[2022-04-24 17:58:58 main:574] : INFO : Epoch 1893 | loss: 0.0311235 | val_loss: 0.0311498 | Time: 5447.81 ms
[2022-04-24 17:59:05 main:574] : INFO : Epoch 1894 | loss: 0.0311266 | val_loss: 0.0311523 | Time: 6364.71 ms
[2022-04-24 17:59:12 main:574] : INFO : Epoch 1895 | loss: 0.0311249 | val_loss: 0.0311534 | Time: 6712.73 ms
[2022-04-24 17:59:20 main:574] : INFO : Epoch 1896 | loss: 0.0311227 | val_loss: 0.031152 | Time: 6006.74 ms
[2022-04-24 17:59:29 main:574] : INFO : Epoch 1897 | loss: 0.0311237 | val_loss: 0.0311519 | Time: 6571.18 ms
[2022-04-24 17:59:37 main:574] : INFO : Epoch 1898 | loss: 0.0311304 | val_loss: 0.0311484 | Time: 6650.54 ms
[2022-04-24 17:59:46 main:574] : INFO : Epoch 1899 | loss: 0.0311298 | val_loss: 0.0311515 | Time: 5980.21 ms
[2022-04-24 17:59:56 main:574] : INFO : Epoch 1900 | loss: 0.0311281 | val_loss: 0.0311499 | Time: 6888.22 ms
[2022-04-24 18:00:04 main:574] : INFO : Epoch 1901 | loss: 0.0311263 | val_loss: 0.0311522 | Time: 6866.19 ms
[2022-04-24 18:00:12 main:574] : INFO : Epoch 1902 | loss: 0.0311283 | val_loss: 0.031152 | Time: 6990.6 ms
[2022-04-24 18:00:21 main:574] : INFO : Epoch 1903 | loss: 0.0311283 | val_loss: 0.0311505 | Time: 6535.02 ms
[2022-04-24 18:00:31 main:574] : INFO : Epoch 1904 | loss: 0.0311285 | val_loss: 0.0311504 | Time: 5753.82 ms
[2022-04-24 18:00:39 main:574] : INFO : Epoch 1905 | loss: 0.0311253 | val_loss: 0.0311493 | Time: 5970.52 ms
[2022-04-24 18:00:45 main:574] : INFO : Epoch 1906 | loss: 0.0311248 | val_loss: 0.0311565 | Time: 6092.79 ms
[2022-04-24 18:00:53 main:574] : INFO : Epoch 1907 | loss: 0.0311254 | val_loss: 0.0311528 | Time: 6259.16 ms
[2022-04-24 18:01:00 main:574] : INFO : Epoch 1908 | loss: 0.0311258 | val_loss: 0.0311554 | Time: 6258.94 ms
[2022-04-24 18:01:08 main:574] : INFO : Epoch 1909 | loss: 0.0311224 | val_loss: 0.0311614 | Time: 6221.47 ms
[2022-04-24 18:01:15 main:574] : INFO : Epoch 1910 | loss: 0.0311232 | val_loss: 0.0311532 | Time: 6607.23 ms
[2022-04-24 18:01:23 main:574] : INFO : Epoch 1911 | loss: 0.0311262 | val_loss: 0.0311619 | Time: 5612.65 ms
[2022-04-24 18:01:30 main:574] : INFO : Epoch 1912 | loss: 0.0311262 | val_loss: 0.0311504 | Time: 6036.9 ms
[2022-04-24 18:01:37 main:574] : INFO : Epoch 1913 | loss: 0.0311247 | val_loss: 0.0311563 | Time: 6400.54 ms
[2022-04-24 18:01:44 main:574] : INFO : Epoch 1914 | loss: 0.0311249 | val_loss: 0.0311559 | Time: 6159.34 ms
[2022-04-24 18:01:52 main:574] : INFO : Epoch 1915 | loss: 0.0311285 | val_loss: 0.031155 | Time: 6518.55 ms
[2022-04-24 18:01:59 main:574] : INFO : Epoch 1916 | loss: 0.0311313 | val_loss: 0.0311578 | Time: 6576.57 ms
[2022-04-24 18:02:06 main:574] : INFO : Epoch 1917 | loss: 0.0311299 | val_loss: 0.0311521 | Time: 5660.09 ms
[2022-04-24 18:02:12 main:574] : INFO : Epoch 1918 | loss: 0.0311287 | val_loss: 0.0311578 | Time: 5869.37 ms
[2022-04-24 18:02:20 main:574] : INFO : Epoch 1919 | loss: 0.0311311 | val_loss: 0.0311521 | Time: 6563.4 ms
[2022-04-24 18:02:28 main:574] : INFO : Epoch 1920 | loss: 0.0311263 | val_loss: 0.0311574 | Time: 6161.81 ms
[2022-04-24 18:02:35 main:574] : INFO : Epoch 1921 | loss: 0.0311226 | val_loss: 0.0311528 | Time: 5901.43 ms
[2022-04-24 18:02:41 main:574] : INFO : Epoch 1922 | loss: 0.0311231 | val_loss: 0.0311534 | Time: 5650.27 ms
[2022-04-24 18:02:49 main:574] : INFO : Epoch 1923 | loss: 0.0311265 | val_loss: 0.0311567 | Time: 5662.29 ms
[2022-04-24 18:03:00 main:574] : INFO : Epoch 1924 | loss: 0.0311277 | val_loss: 0.0311541 | Time: 5776.94 ms
[2022-04-24 18:03:06 main:574] : INFO : Epoch 1925 | loss: 0.0311265 | val_loss: 0.031154 | Time: 5905.18 ms
[2022-04-24 18:03:13 main:574] : INFO : Epoch 1926 | loss: 0.0311285 | val_loss: 0.0311614 | Time: 5633.47 ms
[2022-04-24 18:03:20 main:574] : INFO : Epoch 1927 | loss: 0.0311265 | val_loss: 0.0311612 | Time: 5345.8 ms
[2022-04-24 18:03:27 main:574] : INFO : Epoch 1928 | loss: 0.0311307 | val_loss: 0.0311574 | Time: 6810.93 ms
[2022-04-24 18:03:36 main:574] : INFO : Epoch 1929 | loss: 0.0311361 | val_loss: 0.0311729 | Time: 6724.03 ms
[2022-04-24 18:03:44 main:574] : INFO : Epoch 1930 | loss: 0.0311319 | val_loss: 0.0311519 | Time: 5777.75 ms
[2022-04-24 18:03:52 main:574] : INFO : Epoch 1931 | loss: 0.031124 | val_loss: 0.031155 | Time: 6003.75 ms
[2022-04-24 18:04:00 main:574] : INFO : Epoch 1932 | loss: 0.0311251 | val_loss: 0.0311583 | Time: 5837.75 ms
[2022-04-24 18:04:07 main:574] : INFO : Epoch 1933 | loss: 0.0311239 | val_loss: 0.031154 | Time: 6322.88 ms
[2022-04-24 18:04:15 main:574] : INFO : Epoch 1934 | loss: 0.031124 | val_loss: 0.0311549 | Time: 6369.11 ms
[2022-04-24 18:04:22 main:574] : INFO : Epoch 1935 | loss: 0.0311235 | val_loss: 0.0311534 | Time: 6731.95 ms
[2022-04-24 18:04:29 main:574] : INFO : Epoch 1936 | loss: 0.0311218 | val_loss: 0.0311523 | Time: 6000.1 ms
[2022-04-24 18:04:37 main:574] : INFO : Epoch 1937 | loss: 0.0311234 | val_loss: 0.0311598 | Time: 6481.14 ms
[2022-04-24 18:04:45 main:574] : INFO : Epoch 1938 | loss: 0.0311246 | val_loss: 0.0311552 | Time: 5810.79 ms
[2022-04-24 18:04:53 main:574] : INFO : Epoch 1939 | loss: 0.0311237 | val_loss: 0.031155 | Time: 6585.25 ms
[2022-04-24 18:05:00 main:574] : INFO : Epoch 1940 | loss: 0.0311226 | val_loss: 0.0311544 | Time: 5491.4 ms
[2022-04-24 18:05:08 main:574] : INFO : Epoch 1941 | loss: 0.0311256 | val_loss: 0.0311594 | Time: 7340.34 ms
[2022-04-24 18:05:14 main:574] : INFO : Epoch 1942 | loss: 0.0311277 | val_loss: 0.031157 | Time: 5433.98 ms
[2022-04-24 18:05:21 main:574] : INFO : Epoch 1943 | loss: 0.0311264 | val_loss: 0.0311543 | Time: 6013.4 ms
[2022-04-24 18:05:29 main:574] : INFO : Epoch 1944 | loss: 0.0311272 | val_loss: 0.0311538 | Time: 6034.43 ms
[2022-04-24 18:05:37 main:574] : INFO : Epoch 1945 | loss: 0.0311273 | val_loss: 0.0311552 | Time: 6232.1 ms
[2022-04-24 18:05:44 main:574] : INFO : Epoch 1946 | loss: 0.0311281 | val_loss: 0.0311518 | Time: 6534.35 ms
[2022-04-24 18:05:51 main:574] : INFO : Epoch 1947 | loss: 0.0311255 | val_loss: 0.0311513 | Time: 5863.84 ms
[2022-04-24 18:06:00 main:574] : INFO : Epoch 1948 | loss: 0.0311217 | val_loss: 0.0311515 | Time: 6755.35 ms
[2022-04-24 18:06:09 main:574] : INFO : Epoch 1949 | loss: 0.0311207 | val_loss: 0.0311497 | Time: 6048.9 ms
[2022-04-24 18:06:17 main:574] : INFO : Epoch 1950 | loss: 0.0311201 | val_loss: 0.0311537 | Time: 6846.62 ms
[2022-04-24 18:06:24 main:574] : INFO : Epoch 1951 | loss: 0.0311253 | val_loss: 0.0311528 | Time: 5599.66 ms
[2022-04-24 18:06:34 main:574] : INFO : Epoch 1952 | loss: 0.0311295 | val_loss: 0.0311553 | Time: 6672.64 ms
[2022-04-24 18:06:42 main:574] : INFO : Epoch 1953 | loss: 0.031128 | val_loss: 0.0311569 | Time: 7182.2 ms
[2022-04-24 18:06:49 main:574] : INFO : Epoch 1954 | loss: 0.0311281 | val_loss: 0.0311611 | Time: 6251.97 ms
[2022-04-24 18:06:57 main:574] : INFO : Epoch 1955 | loss: 0.0311326 | val_loss: 0.0311523 | Time: 6314.32 ms
[2022-04-24 18:07:06 main:574] : INFO : Epoch 1956 | loss: 0.0311348 | val_loss: 0.0311529 | Time: 6585.47 ms
[2022-04-24 18:07:13 main:574] : INFO : Epoch 1957 | loss: 0.0311298 | val_loss: 0.0311481 | Time: 5774.52 ms
[2022-04-24 18:07:19 main:574] : INFO : Epoch 1958 | loss: 0.031133 | val_loss: 0.0311525 | Time: 5553.97 ms
[2022-04-24 18:07:26 main:574] : INFO : Epoch 1959 | loss: 0.0311333 | val_loss: 0.0311525 | Time: 5481.93 ms
[2022-04-24 18:07:32 main:574] : INFO : Epoch 1960 | loss: 0.0311333 | val_loss: 0.0311535 | Time: 6038.75 ms
[2022-04-24 18:07:41 main:574] : INFO : Epoch 1961 | loss: 0.0311298 | val_loss: 0.0311512 | Time: 6720.56 ms
[2022-04-24 18:07:47 main:574] : INFO : Epoch 1962 | loss: 0.0311282 | val_loss: 0.0311557 | Time: 5922.21 ms
[2022-04-24 18:07:54 main:574] : INFO : Epoch 1963 | loss: 0.03113 | val_loss: 0.0311522 | Time: 5925.9 ms
[2022-04-24 18:08:01 main:574] : INFO : Epoch 1964 | loss: 0.0311272 | val_loss: 0.0311524 | Time: 6025.84 ms
[2022-04-24 18:08:08 main:574] : INFO : Epoch 1965 | loss: 0.0311271 | val_loss: 0.0311528 | Time: 5660.77 ms
[2022-04-24 18:08:15 main:574] : INFO : Epoch 1966 | loss: 0.031129 | val_loss: 0.0311565 | Time: 6642.5 ms
[2022-04-24 18:08:22 main:574] : INFO : Epoch 1967 | loss: 0.0311306 | val_loss: 0.0311527 | Time: 5851.76 ms
[2022-04-24 18:08:30 main:574] : INFO : Epoch 1968 | loss: 0.0311313 | val_loss: 0.0311497 | Time: 6225.66 ms
[2022-04-24 18:08:40 main:574] : INFO : Epoch 1969 | loss: 0.0311285 | val_loss: 0.0311519 | Time: 6497.79 ms
[2022-04-24 18:08:47 main:574] : INFO : Epoch 1970 | loss: 0.0311255 | val_loss: 0.0311506 | Time: 6149.53 ms
[2022-04-24 18:08:56 main:574] : INFO : Epoch 1971 | loss: 0.0311257 | val_loss: 0.0311562 | Time: 6715.57 ms
[2022-04-24 18:09:03 main:574] : INFO : Epoch 1972 | loss: 0.031126 | val_loss: 0.0311549 | Time: 5929.85 ms
[2022-04-24 18:09:10 main:574] : INFO : Epoch 1973 | loss: 0.0311263 | val_loss: 0.0311508 | Time: 5803.02 ms
[2022-04-24 18:09:18 main:574] : INFO : Epoch 1974 | loss: 0.0311257 | val_loss: 0.031149 | Time: 5828.94 ms
[2022-04-24 18:09:25 main:574] : INFO : Epoch 1975 | loss: 0.0311252 | val_loss: 0.0311522 | Time: 5647.02 ms
[2022-04-24 18:09:32 main:574] : INFO : Epoch 1976 | loss: 0.0311238 | val_loss: 0.0311557 | Time: 6233.18 ms
[2022-04-24 18:09:40 main:574] : INFO : Epoch 1977 | loss: 0.0311231 | val_loss: 0.0311547 | Time: 6879.65 ms
[2022-04-24 18:09:46 main:574] : INFO : Epoch 1978 | loss: 0.0311233 | val_loss: 0.0311534 | Time: 5870.96 ms
[2022-04-24 18:09:54 main:574] : INFO : Epoch 1979 | loss: 0.0311236 | val_loss: 0.0311523 | Time: 7191.74 ms
[2022-04-24 18:10:02 main:574] : INFO : Epoch 1980 | loss: 0.031125 | val_loss: 0.0311513 | Time: 7052.44 ms
[2022-04-24 18:10:10 main:574] : INFO : Epoch 1981 | loss: 0.0311316 | val_loss: 0.0311526 | Time: 6402.9 ms
[2022-04-24 18:10:16 main:574] : INFO : Epoch 1982 | loss: 0.0311311 | val_loss: 0.0311548 | Time: 5431.97 ms
[2022-04-24 18:10:23 main:574] : INFO : Epoch 1983 | loss: 0.0311312 | val_loss: 0.0311553 | Time: 6204.51 ms
[2022-04-24 18:10:31 main:574] : INFO : Epoch 1984 | loss: 0.0311303 | val_loss: 0.0311514 | Time: 6290.28 ms
[2022-04-24 18:10:39 main:574] : INFO : Epoch 1985 | loss: 0.0311302 | val_loss: 0.0311479 | Time: 7228.65 ms
[2022-04-24 18:10:46 main:574] : INFO : Epoch 1986 | loss: 0.031128 | val_loss: 0.0311522 | Time: 6112.88 ms
[2022-04-24 18:10:55 main:574] : INFO : Epoch 1987 | loss: 0.0311308 | val_loss: 0.0311542 | Time: 6113.39 ms
[2022-04-24 18:11:03 main:574] : INFO : Epoch 1988 | loss: 0.0311321 | val_loss: 0.031158 | Time: 6097.68 ms
[2022-04-24 18:11:11 main:574] : INFO : Epoch 1989 | loss: 0.0311302 | val_loss: 0.0311524 | Time: 5785.01 ms
[2022-04-24 18:11:19 main:574] : INFO : Epoch 1990 | loss: 0.0311305 | val_loss: 0.0311529 | Time: 6074.73 ms
[2022-04-24 18:11:26 main:574] : INFO : Epoch 1991 | loss: 0.0311326 | val_loss: 0.0311513 | Time: 6040.13 ms
[2022-04-24 18:11:31 main:574] : INFO : Epoch 1992 | loss: 0.0311298 | val_loss: 0.0311552 | Time: 5278.54 ms
[2022-04-24 18:11:40 main:574] : INFO : Epoch 1993 | loss: 0.0311287 | val_loss: 0.0311511 | Time: 5736.67 ms
[2022-04-24 18:11:47 main:574] : INFO : Epoch 1994 | loss: 0.031128 | val_loss: 0.0311528 | Time: 6737.8 ms
[2022-04-24 18:11:54 main:574] : INFO : Epoch 1995 | loss: 0.0311284 | val_loss: 0.0311489 | Time: 5753.77 ms
[2022-04-24 18:12:02 main:574] : INFO : Epoch 1996 | loss: 0.0311285 | val_loss: 0.031154 | Time: 6779.69 ms
[2022-04-24 18:12:09 main:574] : INFO : Epoch 1997 | loss: 0.0311261 | val_loss: 0.03115 | Time: 5855.02 ms
[2022-04-24 18:12:16 main:574] : INFO : Epoch 1998 | loss: 0.0311248 | val_loss: 0.0311473 | Time: 5918.13 ms
[2022-04-24 18:12:23 main:574] : INFO : Epoch 1999 | loss: 0.0311266 | val_loss: 0.0311478 | Time: 6137.8 ms
[2022-04-24 18:12:29 main:574] : INFO : Epoch 2000 | loss: 0.031125 | val_loss: 0.0311497 | Time: 5706.21 ms
[2022-04-24 18:12:36 main:574] : INFO : Epoch 2001 | loss: 0.0311243 | val_loss: 0.0311518 | Time: 5808.2 ms
[2022-04-24 18:12:43 main:574] : INFO : Epoch 2002 | loss: 0.0311248 | val_loss: 0.0311515 | Time: 6033.02 ms
[2022-04-24 18:12:49 main:574] : INFO : Epoch 2003 | loss: 0.0311235 | val_loss: 0.0311495 | Time: 5739.15 ms
[2022-04-24 18:12:56 main:574] : INFO : Epoch 2004 | loss: 0.0311224 | val_loss: 0.0311509 | Time: 6226.51 ms
[2022-04-24 18:13:03 main:574] : INFO : Epoch 2005 | loss: 0.0311214 | val_loss: 0.0311559 | Time: 6271.01 ms
[2022-04-24 18:13:10 main:574] : INFO : Epoch 2006 | loss: 0.0311229 | val_loss: 0.0311481 | Time: 5443.13 ms
[2022-04-24 18:13:17 main:574] : INFO : Epoch 2007 | loss: 0.0311217 | val_loss: 0.0311612 | Time: 5846.64 ms
[2022-04-24 18:13:25 main:574] : INFO : Epoch 2008 | loss: 0.0311227 | val_loss: 0.0311526 | Time: 6204.64 ms
[2022-04-24 18:13:31 main:574] : INFO : Epoch 2009 | loss: 0.0311213 | val_loss: 0.0311508 | Time: 5410.33 ms
[2022-04-24 18:13:39 main:574] : INFO : Epoch 2010 | loss: 0.0311199 | val_loss: 0.0311491 | Time: 6066.26 ms
[2022-04-24 18:13:48 main:574] : INFO : Epoch 2011 | loss: 0.031123 | val_loss: 0.0311471 | Time: 6457.3 ms
[2022-04-24 18:13:55 main:574] : INFO : Epoch 2012 | loss: 0.0311243 | val_loss: 0.0311483 | Time: 5769.19 ms
[2022-04-24 18:14:04 main:574] : INFO : Epoch 2013 | loss: 0.0311214 | val_loss: 0.0311494 | Time: 6179.46 ms
[2022-04-24 18:14:11 main:574] : INFO : Epoch 2014 | loss: 0.0311231 | val_loss: 0.0311618 | Time: 6330.26 ms
[2022-04-24 18:14:17 main:574] : INFO : Epoch 2015 | loss: 0.0311261 | val_loss: 0.0311545 | Time: 6199.65 ms
[2022-04-24 18:14:24 main:574] : INFO : Epoch 2016 | loss: 0.0311205 | val_loss: 0.031151 | Time: 5575.55 ms
[2022-04-24 18:14:30 main:574] : INFO : Epoch 2017 | loss: 0.0311207 | val_loss: 0.0311541 | Time: 5510.94 ms
[2022-04-24 18:14:37 main:574] : INFO : Epoch 2018 | loss: 0.0311219 | val_loss: 0.0311532 | Time: 6448.6 ms
[2022-04-24 18:14:44 main:574] : INFO : Epoch 2019 | loss: 0.0311249 | val_loss: 0.0311569 | Time: 5410.33 ms
[2022-04-24 18:14:51 main:574] : INFO : Epoch 2020 | loss: 0.0311216 | val_loss: 0.0311511 | Time: 6287.99 ms
[2022-04-24 18:15:00 main:574] : INFO : Epoch 2021 | loss: 0.0311218 | val_loss: 0.0311498 | Time: 6666.06 ms
[2022-04-24 18:15:07 main:574] : INFO : Epoch 2022 | loss: 0.0311198 | val_loss: 0.031153 | Time: 6312.77 ms
[2022-04-24 18:15:14 main:574] : INFO : Epoch 2023 | loss: 0.0311218 | val_loss: 0.0311501 | Time: 5960.84 ms
[2022-04-24 18:15:21 main:574] : INFO : Epoch 2024 | loss: 0.0311242 | val_loss: 0.0311606 | Time: 6246.36 ms
[2022-04-24 18:15:28 main:574] : INFO : Epoch 2025 | loss: 0.031124 | val_loss: 0.0311558 | Time: 6609.48 ms
[2022-04-24 18:15:34 main:574] : INFO : Epoch 2026 | loss: 0.0311216 | val_loss: 0.0311525 | Time: 6053.31 ms
[2022-04-24 18:15:41 main:574] : INFO : Epoch 2027 | loss: 0.0311202 | val_loss: 0.0311554 | Time: 5902.73 ms
[2022-04-24 18:15:48 main:574] : INFO : Epoch 2028 | loss: 0.0311255 | val_loss: 0.0311687 | Time: 5999.85 ms
[2022-04-24 18:15:54 main:574] : INFO : Epoch 2029 | loss: 0.0320803 | val_loss: 0.0335286 | Time: 5702.48 ms
[2022-04-24 18:16:01 main:574] : INFO : Epoch 2030 | loss: 0.036329 | val_loss: 0.0346248 | Time: 5779.41 ms
[2022-04-24 18:16:09 main:574] : INFO : Epoch 2031 | loss: 0.0332638 | val_loss: 0.0316777 | Time: 6237.84 ms
[2022-04-24 18:16:17 main:574] : INFO : Epoch 2032 | loss: 0.0314298 | val_loss: 0.0312681 | Time: 6564.06 ms
[2022-04-24 18:16:24 main:574] : INFO : Epoch 2033 | loss: 0.0312388 | val_loss: 0.0311996 | Time: 5398.11 ms
[2022-04-24 18:16:33 main:574] : INFO : Epoch 2034 | loss: 0.0311865 | val_loss: 0.0311754 | Time: 5743.98 ms
[2022-04-24 18:16:40 main:574] : INFO : Epoch 2035 | loss: 0.0311629 | val_loss: 0.031163 | Time: 6058.44 ms
[2022-04-24 18:16:48 main:574] : INFO : Epoch 2036 | loss: 0.0311537 | val_loss: 0.0311588 | Time: 6083.43 ms
[2022-04-24 18:16:54 main:574] : INFO : Epoch 2037 | loss: 0.0311513 | val_loss: 0.0311555 | Time: 5565.38 ms
[2022-04-24 18:17:02 main:574] : INFO : Epoch 2038 | loss: 0.0311486 | val_loss: 0.031155 | Time: 5736.19 ms
[2022-04-24 18:17:11 main:574] : INFO : Epoch 2039 | loss: 0.0311476 | val_loss: 0.0311531 | Time: 5742.43 ms
[2022-04-24 18:17:17 main:574] : INFO : Epoch 2040 | loss: 0.0311466 | val_loss: 0.0311542 | Time: 5541.84 ms
[2022-04-24 18:17:25 main:574] : INFO : Epoch 2041 | loss: 0.0311457 | val_loss: 0.0311544 | Time: 5857.61 ms
[2022-04-24 18:17:31 main:574] : INFO : Epoch 2042 | loss: 0.031145 | val_loss: 0.0311541 | Time: 5798.22 ms
[2022-04-24 18:17:40 main:574] : INFO : Epoch 2043 | loss: 0.0311451 | val_loss: 0.0311534 | Time: 6592.08 ms
[2022-04-24 18:17:50 main:574] : INFO : Epoch 2044 | loss: 0.0311441 | val_loss: 0.031153 | Time: 6688.87 ms
[2022-04-24 18:17:57 main:574] : INFO : Epoch 2045 | loss: 0.0311442 | val_loss: 0.0311527 | Time: 6328.15 ms
[2022-04-24 18:18:05 main:574] : INFO : Epoch 2046 | loss: 0.031145 | val_loss: 0.031152 | Time: 6266.7 ms
[2022-04-24 18:18:13 main:574] : INFO : Epoch 2047 | loss: 0.0311452 | val_loss: 0.0311533 | Time: 6087.51 ms
[2022-04-24 18:18:20 main:574] : INFO : Epoch 2048 | loss: 0.0311444 | val_loss: 0.0311525 | Time: 5667.02 ms
[2022-04-24 18:18:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311525
[2022-04-24 18:18:23 main:603] : INFO : Saving end state to config to file
[2022-04-24 18:18:25 main:608] : INFO : Success, exiting..
18:18:26 (10376): 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)