Task 14549288
| Name | ParityModified-1647044418-13884-3-0_0 |
| Workunit | 11575235 |
| Created | 8 Apr 2022, 7:34:18 UTC |
| Sent | 10 Apr 2022, 14:36:57 UTC |
| Report deadline | 18 Apr 2022, 14:36:57 UTC |
| Received | 10 Apr 2022, 18:50:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 2 min 6 sec |
| CPU time | 2 hours 57 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 882.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311484 | val_loss: 0.0311654 | Time: 5326.96 ms
[2022-04-10 20:04:40 main:574] : INFO : Epoch 1543 | loss: 0.0311466 | val_loss: 0.0311631 | Time: 5325.4 ms
[2022-04-10 20:04:46 main:574] : INFO : Epoch 1544 | loss: 0.031146 | val_loss: 0.0311604 | Time: 5327.58 ms
[2022-04-10 20:04:51 main:574] : INFO : Epoch 1545 | loss: 0.0311467 | val_loss: 0.031161 | Time: 5327.44 ms
[2022-04-10 20:04:56 main:574] : INFO : Epoch 1546 | loss: 0.0311458 | val_loss: 0.0311578 | Time: 5331.05 ms
[2022-04-10 20:05:02 main:574] : INFO : Epoch 1547 | loss: 0.0311481 | val_loss: 0.0311603 | Time: 5326.44 ms
[2022-04-10 20:05:07 main:574] : INFO : Epoch 1548 | loss: 0.0311464 | val_loss: 0.0311594 | Time: 5330.4 ms
[2022-04-10 20:05:12 main:574] : INFO : Epoch 1549 | loss: 0.0311453 | val_loss: 0.0311593 | Time: 5331.17 ms
[2022-04-10 20:05:18 main:574] : INFO : Epoch 1550 | loss: 0.0311458 | val_loss: 0.031161 | Time: 5326.09 ms
[2022-04-10 20:05:23 main:574] : INFO : Epoch 1551 | loss: 0.0311453 | val_loss: 0.0311615 | Time: 5327.57 ms
[2022-04-10 20:05:28 main:574] : INFO : Epoch 1552 | loss: 0.0311448 | val_loss: 0.0311579 | Time: 5335.01 ms
[2022-04-10 20:05:34 main:574] : INFO : Epoch 1553 | loss: 0.031145 | val_loss: 0.0311623 | Time: 5328.22 ms
[2022-04-10 20:05:39 main:574] : INFO : Epoch 1554 | loss: 0.0311436 | val_loss: 0.0311597 | Time: 5329.48 ms
[2022-04-10 20:05:44 main:574] : INFO : Epoch 1555 | loss: 0.0311449 | val_loss: 0.0311601 | Time: 5325.38 ms
[2022-04-10 20:05:50 main:574] : INFO : Epoch 1556 | loss: 0.031145 | val_loss: 0.0311614 | Time: 5324.66 ms
[2022-04-10 20:05:55 main:574] : INFO : Epoch 1557 | loss: 0.0311426 | val_loss: 0.0311611 | Time: 5322.87 ms
[2022-04-10 20:06:00 main:574] : INFO : Epoch 1558 | loss: 0.0311428 | val_loss: 0.0311679 | Time: 5329.93 ms
[2022-04-10 20:06:06 main:574] : INFO : Epoch 1559 | loss: 0.0311429 | val_loss: 0.031162 | Time: 5340.53 ms
[2022-04-10 20:06:11 main:574] : INFO : Epoch 1560 | loss: 0.0311426 | val_loss: 0.0311603 | Time: 5331.03 ms
[2022-04-10 20:06:16 main:574] : INFO : Epoch 1561 | loss: 0.0311436 | val_loss: 0.0311634 | Time: 5324.9 ms
[2022-04-10 20:06:22 main:574] : INFO : Epoch 1562 | loss: 0.0311427 | val_loss: 0.0311632 | Time: 5334.08 ms
[2022-04-10 20:06:27 main:574] : INFO : Epoch 1563 | loss: 0.0311459 | val_loss: 0.0311586 | Time: 5331.95 ms
[2022-04-10 20:06:32 main:574] : INFO : Epoch 1564 | loss: 0.031147 | val_loss: 0.031165 | Time: 5327.15 ms
[2022-04-10 20:06:38 main:574] : INFO : Epoch 1565 | loss: 0.0311423 | val_loss: 0.0311619 | Time: 5326.18 ms
[2022-04-10 20:06:43 main:574] : INFO : Epoch 1566 | loss: 0.0311423 | val_loss: 0.031163 | Time: 5336.1 ms
[2022-04-10 20:06:48 main:574] : INFO : Epoch 1567 | loss: 0.0311432 | val_loss: 0.0311593 | Time: 5327.44 ms
[2022-04-10 20:06:54 main:574] : INFO : Epoch 1568 | loss: 0.0311397 | val_loss: 0.0311593 | Time: 5329.54 ms
[2022-04-10 20:06:59 main:574] : INFO : Epoch 1569 | loss: 0.0311494 | val_loss: 0.0311618 | Time: 5318.06 ms
[2022-04-10 20:07:04 main:574] : INFO : Epoch 1570 | loss: 0.0311534 | val_loss: 0.0311592 | Time: 5326.6 ms
[2022-04-10 20:07:10 main:574] : INFO : Epoch 1571 | loss: 0.0311528 | val_loss: 0.0311642 | Time: 5322.23 ms
[2022-04-10 20:07:15 main:574] : INFO : Epoch 1572 | loss: 0.0311519 | val_loss: 0.0311594 | Time: 5324.52 ms
[2022-04-10 20:07:20 main:574] : INFO : Epoch 1573 | loss: 0.0311521 | val_loss: 0.0311595 | Time: 5335.17 ms
[2022-04-10 20:07:26 main:574] : INFO : Epoch 1574 | loss: 0.0311494 | val_loss: 0.0311583 | Time: 5329.5 ms
[2022-04-10 20:07:31 main:574] : INFO : Epoch 1575 | loss: 0.0311492 | val_loss: 0.0311604 | Time: 5324.96 ms
[2022-04-10 20:07:36 main:574] : INFO : Epoch 1576 | loss: 0.031148 | val_loss: 0.0311589 | Time: 5327.34 ms
[2022-04-10 20:07:42 main:574] : INFO : Epoch 1577 | loss: 0.0311496 | val_loss: 0.0311665 | Time: 5330.4 ms
[2022-04-10 20:07:47 main:574] : INFO : Epoch 1578 | loss: 0.0311479 | val_loss: 0.0311593 | Time: 5324.61 ms
[2022-04-10 20:07:52 main:574] : INFO : Epoch 1579 | loss: 0.0311478 | val_loss: 0.0311604 | Time: 5328.21 ms
[2022-04-10 20:07:58 main:574] : INFO : Epoch 1580 | loss: 0.0311465 | val_loss: 0.031158 | Time: 5322.49 ms
[2022-04-10 20:08:03 main:574] : INFO : Epoch 1581 | loss: 0.0311471 | val_loss: 0.0311634 | Time: 5316.27 ms
[2022-04-10 20:08:08 main:574] : INFO : Epoch 1582 | loss: 0.031147 | val_loss: 0.0311575 | Time: 5326.21 ms
[2022-04-10 20:08:14 main:574] : INFO : Epoch 1583 | loss: 0.0311458 | val_loss: 0.0311638 | Time: 5322.45 ms
[2022-04-10 20:08:19 main:574] : INFO : Epoch 1584 | loss: 0.0311445 | val_loss: 0.0311595 | Time: 5328.56 ms
[2022-04-10 20:08:24 main:574] : INFO : Epoch 1585 | loss: 0.0311444 | val_loss: 0.0311588 | Time: 5321.69 ms
[2022-04-10 20:08:30 main:574] : INFO : Epoch 1586 | loss: 0.0311445 | val_loss: 0.0311598 | Time: 5328.03 ms
[2022-04-10 20:08:35 main:574] : INFO : Epoch 1587 | loss: 0.0311456 | val_loss: 0.0311586 | Time: 5319.35 ms
[2022-04-10 20:08:40 main:574] : INFO : Epoch 1588 | loss: 0.0311444 | val_loss: 0.0311587 | Time: 5328.25 ms
[2022-04-10 20:08:46 main:574] : INFO : Epoch 1589 | loss: 0.0311449 | val_loss: 0.0311633 | Time: 5324.15 ms
[2022-04-10 20:08:51 main:574] : INFO : Epoch 1590 | loss: 0.0311436 | val_loss: 0.0311607 | Time: 5320 ms
[2022-04-10 20:08:56 main:574] : INFO : Epoch 1591 | loss: 0.0311423 | val_loss: 0.03116 | Time: 5323.53 ms
[2022-04-10 20:09:02 main:574] : INFO : Epoch 1592 | loss: 0.0311422 | val_loss: 0.0311602 | Time: 5327.08 ms
[2022-04-10 20:09:07 main:574] : INFO : Epoch 1593 | loss: 0.0311418 | val_loss: 0.0311607 | Time: 5321.18 ms
[2022-04-10 20:09:12 main:574] : INFO : Epoch 1594 | loss: 0.031142 | val_loss: 0.0311612 | Time: 5328.31 ms
[2022-04-10 20:09:18 main:574] : INFO : Epoch 1595 | loss: 0.0311405 | val_loss: 0.0311629 | Time: 5326.69 ms
[2022-04-10 20:09:23 main:574] : INFO : Epoch 1596 | loss: 0.0311416 | val_loss: 0.031161 | Time: 5330.5 ms
[2022-04-10 20:09:28 main:574] : INFO : Epoch 1597 | loss: 0.0311447 | val_loss: 0.0311651 | Time: 5321.99 ms
[2022-04-10 20:09:34 main:574] : INFO : Epoch 1598 | loss: 0.0311488 | val_loss: 0.031159 | Time: 5325.14 ms
[2022-04-10 20:09:39 main:574] : INFO : Epoch 1599 | loss: 0.031152 | val_loss: 0.0311614 | Time: 5332.42 ms
[2022-04-10 20:09:44 main:574] : INFO : Epoch 1600 | loss: 0.0311491 | val_loss: 0.0311613 | Time: 5328.42 ms
[2022-04-10 20:09:50 main:574] : INFO : Epoch 1601 | loss: 0.0311468 | val_loss: 0.0311598 | Time: 5333.39 ms
[2022-04-10 20:09:55 main:574] : INFO : Epoch 1602 | loss: 0.0311461 | val_loss: 0.0311635 | Time: 5332.28 ms
[2022-04-10 20:10:00 main:574] : INFO : Epoch 1603 | loss: 0.0311521 | val_loss: 0.0311632 | Time: 5319.22 ms
[2022-04-10 20:10:06 main:574] : INFO : Epoch 1604 | loss: 0.031153 | val_loss: 0.0311626 | Time: 5323.75 ms
[2022-04-10 20:10:11 main:574] : INFO : Epoch 1605 | loss: 0.0311512 | val_loss: 0.0311607 | Time: 5323.42 ms
[2022-04-10 20:10:16 main:574] : INFO : Epoch 1606 | loss: 0.0311498 | val_loss: 0.0311609 | Time: 5331.04 ms
[2022-04-10 20:10:22 main:574] : INFO : Epoch 1607 | loss: 0.0311516 | val_loss: 0.0311578 | Time: 5322.19 ms
[2022-04-10 20:10:27 main:574] : INFO : Epoch 1608 | loss: 0.0311502 | val_loss: 0.0311576 | Time: 5333.35 ms
[2022-04-10 20:10:32 main:574] : INFO : Epoch 1609 | loss: 0.0311468 | val_loss: 0.0311582 | Time: 5328.28 ms
[2022-04-10 20:10:38 main:574] : INFO : Epoch 1610 | loss: 0.0311455 | val_loss: 0.0311593 | Time: 5317.1 ms
[2022-04-10 20:10:43 main:574] : INFO : Epoch 1611 | loss: 0.0311454 | val_loss: 0.0311618 | Time: 5326.06 ms
[2022-04-10 20:10:48 main:574] : INFO : Epoch 1612 | loss: 0.031149 | val_loss: 0.0311614 | Time: 5324.46 ms
[2022-04-10 20:10:54 main:574] : INFO : Epoch 1613 | loss: 0.0311502 | val_loss: 0.0311577 | Time: 5326.72 ms
[2022-04-10 20:10:59 main:574] : INFO : Epoch 1614 | loss: 0.0311451 | val_loss: 0.0311561 | Time: 5328.91 ms
[2022-04-10 20:11:04 main:574] : INFO : Epoch 1615 | loss: 0.0311431 | val_loss: 0.0311566 | Time: 5332.42 ms
[2022-04-10 20:11:10 main:574] : INFO : Epoch 1616 | loss: 0.0311423 | val_loss: 0.0311595 | Time: 5325.14 ms
[2022-04-10 20:11:15 main:574] : INFO : Epoch 1617 | loss: 0.0311491 | val_loss: 0.031161 | Time: 5323.54 ms
[2022-04-10 20:11:20 main:574] : INFO : Epoch 1618 | loss: 0.0311486 | val_loss: 0.0311569 | Time: 5327.46 ms
[2022-04-10 20:11:26 main:574] : INFO : Epoch 1619 | loss: 0.0311496 | val_loss: 0.031162 | Time: 5321.59 ms
[2022-04-10 20:11:31 main:574] : INFO : Epoch 1620 | loss: 0.0311484 | val_loss: 0.0311614 | Time: 5327.3 ms
[2022-04-10 20:11:36 main:574] : INFO : Epoch 1621 | loss: 0.0311474 | val_loss: 0.0311613 | Time: 5327.97 ms
[2022-04-10 20:11:42 main:574] : INFO : Epoch 1622 | loss: 0.0311483 | val_loss: 0.0311619 | Time: 5332.65 ms
[2022-04-10 20:11:47 main:574] : INFO : Epoch 1623 | loss: 0.0311474 | val_loss: 0.0311624 | Time: 5328.63 ms
[2022-04-10 20:11:52 main:574] : INFO : Epoch 1624 | loss: 0.0311491 | val_loss: 0.0311598 | Time: 5318.95 ms
[2022-04-10 20:11:58 main:574] : INFO : Epoch 1625 | loss: 0.0311482 | val_loss: 0.031163 | Time: 5322.04 ms
[2022-04-10 20:12:03 main:574] : INFO : Epoch 1626 | loss: 0.0311497 | val_loss: 0.0311604 | Time: 5327.64 ms
[2022-04-10 20:12:08 main:574] : INFO : Epoch 1627 | loss: 0.0311499 | val_loss: 0.031159 | Time: 5330.94 ms
[2022-04-10 20:12:14 main:574] : INFO : Epoch 1628 | loss: 0.0311482 | val_loss: 0.0311576 | Time: 5325.87 ms
[2022-04-10 20:12:19 main:574] : INFO : Epoch 1629 | loss: 0.0311461 | val_loss: 0.0311566 | Time: 5328.91 ms
[2022-04-10 20:12:24 main:574] : INFO : Epoch 1630 | loss: 0.0311457 | val_loss: 0.0311584 | Time: 5328.79 ms
[2022-04-10 20:12:30 main:574] : INFO : Epoch 1631 | loss: 0.0311447 | val_loss: 0.0311574 | Time: 5326.36 ms
[2022-04-10 20:12:35 main:574] : INFO : Epoch 1632 | loss: 0.0311445 | val_loss: 0.0311584 | Time: 5322.71 ms
[2022-04-10 20:12:40 main:574] : INFO : Epoch 1633 | loss: 0.031143 | val_loss: 0.0311592 | Time: 5327.7 ms
[2022-04-10 20:12:45 main:574] : INFO : Epoch 1634 | loss: 0.0311431 | val_loss: 0.0311594 | Time: 5326.73 ms
[2022-04-10 20:12:51 main:574] : INFO : Epoch 1635 | loss: 0.0311467 | val_loss: 0.0311623 | Time: 5330.31 ms
[2022-04-10 20:12:56 main:574] : INFO : Epoch 1636 | loss: 0.0311444 | val_loss: 0.0311603 | Time: 5328.78 ms
[2022-04-10 20:13:01 main:574] : INFO : Epoch 1637 | loss: 0.0311433 | val_loss: 0.0311635 | Time: 5332.27 ms
[2022-04-10 20:13:07 main:574] : INFO : Epoch 1638 | loss: 0.0311428 | val_loss: 0.0311592 | Time: 5329.4 ms
[2022-04-10 20:13:12 main:574] : INFO : Epoch 1639 | loss: 0.0311428 | val_loss: 0.0311574 | Time: 5321.26 ms
[2022-04-10 20:13:17 main:574] : INFO : Epoch 1640 | loss: 0.0311421 | val_loss: 0.0311614 | Time: 5325.27 ms
[2022-04-10 20:13:23 main:574] : INFO : Epoch 1641 | loss: 0.0311452 | val_loss: 0.0311577 | Time: 5328.08 ms
[2022-04-10 20:13:28 main:574] : INFO : Epoch 1642 | loss: 0.0311468 | val_loss: 0.031158 | Time: 5325.66 ms
[2022-04-10 20:13:33 main:574] : INFO : Epoch 1643 | loss: 0.0311456 | val_loss: 0.0311597 | Time: 5328.17 ms
[2022-04-10 20:13:39 main:574] : INFO : Epoch 1644 | loss: 0.0311452 | val_loss: 0.0311607 | Time: 5327.64 ms
[2022-04-10 20:13:44 main:574] : INFO : Epoch 1645 | loss: 0.0311437 | val_loss: 0.0311606 | Time: 5325.67 ms
[2022-04-10 20:13:49 main:574] : INFO : Epoch 1646 | loss: 0.0311425 | val_loss: 0.0311601 | Time: 5324.42 ms
[2022-04-10 20:13:55 main:574] : INFO : Epoch 1647 | loss: 0.0311452 | val_loss: 0.0311596 | Time: 5328.2 ms
[2022-04-10 20:14:00 main:574] : INFO : Epoch 1648 | loss: 0.0311475 | val_loss: 0.0311587 | Time: 5329.33 ms
[2022-04-10 20:14:05 main:574] : INFO : Epoch 1649 | loss: 0.0311487 | val_loss: 0.0311615 | Time: 5326.33 ms
[2022-04-10 20:14:11 main:574] : INFO : Epoch 1650 | loss: 0.0311451 | val_loss: 0.0311616 | Time: 5329.55 ms
[2022-04-10 20:14:16 main:574] : INFO : Epoch 1651 | loss: 0.0311433 | val_loss: 0.0311607 | Time: 5335.6 ms
[2022-04-10 20:14:21 main:574] : INFO : Epoch 1652 | loss: 0.0311418 | val_loss: 0.0311638 | Time: 5321.71 ms
[2022-04-10 20:14:27 main:574] : INFO : Epoch 1653 | loss: 0.0311429 | val_loss: 0.0311604 | Time: 5320.97 ms
[2022-04-10 20:14:32 main:574] : INFO : Epoch 1654 | loss: 0.0311449 | val_loss: 0.0311612 | Time: 5329.28 ms
[2022-04-10 20:14:37 main:574] : INFO : Epoch 1655 | loss: 0.0311469 | val_loss: 0.0311623 | Time: 5327.96 ms
[2022-04-10 20:14:43 main:574] : INFO : Epoch 1656 | loss: 0.0311458 | val_loss: 0.0311649 | Time: 5329.69 ms
[2022-04-10 20:14:48 main:574] : INFO : Epoch 1657 | loss: 0.0311438 | val_loss: 0.0311623 | Time: 5333.42 ms
[2022-04-10 20:14:53 main:574] : INFO : Epoch 1658 | loss: 0.0311425 | val_loss: 0.0311591 | Time: 5330.32 ms
[2022-04-10 20:14:59 main:574] : INFO : Epoch 1659 | loss: 0.0311423 | val_loss: 0.0311624 | Time: 5328.11 ms
[2022-04-10 20:15:04 main:574] : INFO : Epoch 1660 | loss: 0.0311425 | val_loss: 0.0311632 | Time: 5323.17 ms
[2022-04-10 20:15:09 main:574] : INFO : Epoch 1661 | loss: 0.0311445 | val_loss: 0.0311622 | Time: 5331.05 ms
[2022-04-10 20:15:15 main:574] : INFO : Epoch 1662 | loss: 0.0311444 | val_loss: 0.0311609 | Time: 5327.59 ms
[2022-04-10 20:15:20 main:574] : INFO : Epoch 1663 | loss: 0.0311439 | val_loss: 0.0311654 | Time: 5328.17 ms
[2022-04-10 20:15:25 main:574] : INFO : Epoch 1664 | loss: 0.0311498 | val_loss: 0.0311681 | Time: 5329.44 ms
[2022-04-10 20:15:31 main:574] : INFO : Epoch 1665 | loss: 0.03115 | val_loss: 0.0311648 | Time: 5333.99 ms
[2022-04-10 20:15:36 main:574] : INFO : Epoch 1666 | loss: 0.0311506 | val_loss: 0.0311638 | Time: 5325.57 ms
[2022-04-10 20:15:41 main:574] : INFO : Epoch 1667 | loss: 0.0311506 | val_loss: 0.0311675 | Time: 5327.57 ms
[2022-04-10 20:15:47 main:574] : INFO : Epoch 1668 | loss: 0.0311488 | val_loss: 0.0311657 | Time: 5326.1 ms
[2022-04-10 20:15:52 main:574] : INFO : Epoch 1669 | loss: 0.0311469 | val_loss: 0.0311645 | Time: 5331.27 ms
[2022-04-10 20:15:57 main:574] : INFO : Epoch 1670 | loss: 0.0311501 | val_loss: 0.031166 | Time: 5323.42 ms
[2022-04-10 20:16:03 main:574] : INFO : Epoch 1671 | loss: 0.0311524 | val_loss: 0.031169 | Time: 5330.34 ms
[2022-04-10 20:16:08 main:574] : INFO : Epoch 1672 | loss: 0.0311504 | val_loss: 0.0311656 | Time: 5331.07 ms
[2022-04-10 20:16:13 main:574] : INFO : Epoch 1673 | loss: 0.0311478 | val_loss: 0.0311609 | Time: 5323.42 ms
[2022-04-10 20:16:19 main:574] : INFO : Epoch 1674 | loss: 0.0311496 | val_loss: 0.0311631 | Time: 5321.78 ms
[2022-04-10 20:16:24 main:574] : INFO : Epoch 1675 | loss: 0.0311492 | val_loss: 0.0311649 | Time: 5328.76 ms
[2022-04-10 20:16:29 main:574] : INFO : Epoch 1676 | loss: 0.0311494 | val_loss: 0.0311642 | Time: 5330.91 ms
[2022-04-10 20:16:35 main:574] : INFO : Epoch 1677 | loss: 0.0311483 | val_loss: 0.0311652 | Time: 5332.96 ms
[2022-04-10 20:16:40 main:574] : INFO : Epoch 1678 | loss: 0.0311482 | val_loss: 0.0311669 | Time: 5330.49 ms
[2022-04-10 20:16:45 main:574] : INFO : Epoch 1679 | loss: 0.0311505 | val_loss: 0.0311618 | Time: 5332.53 ms
[2022-04-10 20:16:51 main:574] : INFO : Epoch 1680 | loss: 0.0311482 | val_loss: 0.0311617 | Time: 5324.76 ms
[2022-04-10 20:16:56 main:574] : INFO : Epoch 1681 | loss: 0.0311481 | val_loss: 0.0311676 | Time: 5320.03 ms
[2022-04-10 20:17:01 main:574] : INFO : Epoch 1682 | loss: 0.031152 | val_loss: 0.0311636 | Time: 5324.97 ms
[2022-04-10 20:17:07 main:574] : INFO : Epoch 1683 | loss: 0.0311495 | val_loss: 0.0311666 | Time: 5327.81 ms
[2022-04-10 20:17:12 main:574] : INFO : Epoch 1684 | loss: 0.0312354 | val_loss: 0.0313088 | Time: 5324.18 ms
[2022-04-10 20:17:17 main:574] : INFO : Epoch 1685 | loss: 0.0339943 | val_loss: 0.185041 | Time: 5329.24 ms
[2022-04-10 20:17:23 main:574] : INFO : Epoch 1686 | loss: 0.0571454 | val_loss: 0.0386025 | Time: 5328.64 ms
[2022-04-10 20:17:28 main:574] : INFO : Epoch 1687 | loss: 0.0342743 | val_loss: 0.0317069 | Time: 5331.66 ms
[2022-04-10 20:17:33 main:574] : INFO : Epoch 1688 | loss: 0.0315859 | val_loss: 0.0313675 | Time: 5321.94 ms
[2022-04-10 20:17:39 main:574] : INFO : Epoch 1689 | loss: 0.0313054 | val_loss: 0.0312615 | Time: 5328.09 ms
[2022-04-10 20:17:44 main:574] : INFO : Epoch 1690 | loss: 0.0312454 | val_loss: 0.0312367 | Time: 5321.9 ms
[2022-04-10 20:17:49 main:574] : INFO : Epoch 1691 | loss: 0.031233 | val_loss: 0.0312315 | Time: 5322.55 ms
[2022-04-10 20:17:55 main:574] : INFO : Epoch 1692 | loss: 0.0312302 | val_loss: 0.0312283 | Time: 5333.17 ms
[2022-04-10 20:18:00 main:574] : INFO : Epoch 1693 | loss: 0.0312286 | val_loss: 0.0312297 | Time: 5331.4 ms
[2022-04-10 20:18:05 main:574] : INFO : Epoch 1694 | loss: 0.0312272 | val_loss: 0.031225 | Time: 5326.33 ms
[2022-04-10 20:18:11 main:574] : INFO : Epoch 1695 | loss: 0.031225 | val_loss: 0.0312262 | Time: 5326.66 ms
[2022-04-10 20:18:16 main:574] : INFO : Epoch 1696 | loss: 0.0312224 | val_loss: 0.0312225 | Time: 5324.62 ms
[2022-04-10 20:18:21 main:574] : INFO : Epoch 1697 | loss: 0.0312198 | val_loss: 0.0312213 | Time: 5329.05 ms
[2022-04-10 20:18:27 main:574] : INFO : Epoch 1698 | loss: 0.0312178 | val_loss: 0.0312234 | Time: 5321.61 ms
[2022-04-10 20:18:32 main:574] : INFO : Epoch 1699 | loss: 0.031217 | val_loss: 0.031218 | Time: 5330.66 ms
[2022-04-10 20:18:37 main:574] : INFO : Epoch 1700 | loss: 0.0312137 | val_loss: 0.0312142 | Time: 5330.36 ms
[2022-04-10 20:18:43 main:574] : INFO : Epoch 1701 | loss: 0.031208 | val_loss: 0.0312025 | Time: 5323.1 ms
[2022-04-10 20:18:48 main:574] : INFO : Epoch 1702 | loss: 0.0311928 | val_loss: 0.0311894 | Time: 5329.9 ms
[2022-04-10 20:18:53 main:574] : INFO : Epoch 1703 | loss: 0.0311882 | val_loss: 0.0311859 | Time: 5322.14 ms
[2022-04-10 20:18:59 main:574] : INFO : Epoch 1704 | loss: 0.0311862 | val_loss: 0.0311847 | Time: 5321.5 ms
[2022-04-10 20:19:04 main:574] : INFO : Epoch 1705 | loss: 0.0311847 | val_loss: 0.0311837 | Time: 5324.91 ms
[2022-04-10 20:19:09 main:574] : INFO : Epoch 1706 | loss: 0.0311835 | val_loss: 0.031186 | Time: 5331.75 ms
[2022-04-10 20:19:15 main:574] : INFO : Epoch 1707 | loss: 0.0311844 | val_loss: 0.0311846 | Time: 5326.83 ms
[2022-04-10 20:19:20 main:574] : INFO : Epoch 1708 | loss: 0.031183 | val_loss: 0.031184 | Time: 5326.23 ms
[2022-04-10 20:19:25 main:574] : INFO : Epoch 1709 | loss: 0.0311831 | val_loss: 0.0311827 | Time: 5325.66 ms
[2022-04-10 20:19:31 main:574] : INFO : Epoch 1710 | loss: 0.0311828 | val_loss: 0.0311835 | Time: 5328.11 ms
[2022-04-10 20:19:36 main:574] : INFO : Epoch 1711 | loss: 0.0311869 | val_loss: 0.0311872 | Time: 5326.95 ms
[2022-04-10 20:19:41 main:574] : INFO : Epoch 1712 | loss: 0.0311872 | val_loss: 0.0311829 | Time: 5334.39 ms
[2022-04-10 20:19:47 main:574] : INFO : Epoch 1713 | loss: 0.0311824 | val_loss: 0.0311846 | Time: 5333.9 ms
[2022-04-10 20:19:52 main:574] : INFO : Epoch 1714 | loss: 0.0311816 | val_loss: 0.031183 | Time: 5331.35 ms
[2022-04-10 20:19:57 main:574] : INFO : Epoch 1715 | loss: 0.0311822 | val_loss: 0.0311832 | Time: 5326.25 ms
[2022-04-10 20:20:03 main:574] : INFO : Epoch 1716 | loss: 0.0311807 | val_loss: 0.0311815 | Time: 5327.4 ms
[2022-04-10 20:20:08 main:574] : INFO : Epoch 1717 | loss: 0.0311806 | val_loss: 0.0311809 | Time: 5328.35 ms
[2022-04-10 20:20:13 main:574] : INFO : Epoch 1718 | loss: 0.0311814 | val_loss: 0.0311815 | Time: 5325.65 ms
[2022-04-10 20:20:19 main:574] : INFO : Epoch 1719 | loss: 0.0311825 | val_loss: 0.0311824 | Time: 5327.46 ms
[2022-04-10 20:20:24 main:574] : INFO : Epoch 1720 | loss: 0.031184 | val_loss: 0.0311862 | Time: 5334.88 ms
[2022-04-10 20:20:29 main:574] : INFO : Epoch 1721 | loss: 0.0311839 | val_loss: 0.0311892 | Time: 5325.49 ms
[2022-04-10 20:20:35 main:574] : INFO : Epoch 1722 | loss: 0.0311841 | val_loss: 0.0311819 | Time: 5328.36 ms
[2022-04-10 20:20:40 main:574] : INFO : Epoch 1723 | loss: 0.0311824 | val_loss: 0.031184 | Time: 5321.03 ms
[2022-04-10 20:20:45 main:574] : INFO : Epoch 1724 | loss: 0.0311823 | val_loss: 0.0311833 | Time: 5328.34 ms
[2022-04-10 20:20:51 main:574] : INFO : Epoch 1725 | loss: 0.0311796 | val_loss: 0.0311802 | Time: 5324.46 ms
[2022-04-10 20:20:56 main:574] : INFO : Epoch 1726 | loss: 0.0311786 | val_loss: 0.0311805 | Time: 5326.7 ms
[2022-04-10 20:21:01 main:574] : INFO : Epoch 1727 | loss: 0.0311785 | val_loss: 0.0311811 | Time: 5333.97 ms
[2022-04-10 20:21:07 main:574] : INFO : Epoch 1728 | loss: 0.0311789 | val_loss: 0.0311814 | Time: 5326.73 ms
[2022-04-10 20:21:12 main:574] : INFO : Epoch 1729 | loss: 0.0311802 | val_loss: 0.0311819 | Time: 5321.08 ms
[2022-04-10 20:21:17 main:574] : INFO : Epoch 1730 | loss: 0.0311795 | val_loss: 0.03118 | Time: 5320.52 ms
[2022-04-10 20:21:23 main:574] : INFO : Epoch 1731 | loss: 0.0311798 | val_loss: 0.0311813 | Time: 5324.78 ms
[2022-04-10 20:21:28 main:574] : INFO : Epoch 1732 | loss: 0.0311786 | val_loss: 0.0311801 | Time: 5328.6 ms
[2022-04-10 20:21:33 main:574] : INFO : Epoch 1733 | loss: 0.0311789 | val_loss: 0.0311805 | Time: 5328.1 ms
[2022-04-10 20:21:39 main:574] : INFO : Epoch 1734 | loss: 0.0311796 | val_loss: 0.031181 | Time: 5331.92 ms
[2022-04-10 20:21:44 main:574] : INFO : Epoch 1735 | loss: 0.0311778 | val_loss: 0.0311812 | Time: 5325.11 ms
[2022-04-10 20:21:49 main:574] : INFO : Epoch 1736 | loss: 0.0311782 | val_loss: 0.0311825 | Time: 5319.24 ms
[2022-04-10 20:21:55 main:574] : INFO : Epoch 1737 | loss: 0.031179 | val_loss: 0.0311814 | Time: 5322.97 ms
[2022-04-10 20:22:00 main:574] : INFO : Epoch 1738 | loss: 0.0311804 | val_loss: 0.0311814 | Time: 5325.51 ms
[2022-04-10 20:22:05 main:574] : INFO : Epoch 1739 | loss: 0.0311788 | val_loss: 0.0311802 | Time: 5327.76 ms
[2022-04-10 20:22:11 main:574] : INFO : Epoch 1740 | loss: 0.0311781 | val_loss: 0.0311803 | Time: 5326.36 ms
[2022-04-10 20:22:16 main:574] : INFO : Epoch 1741 | loss: 0.0311794 | val_loss: 0.0311906 | Time: 5335.81 ms
[2022-04-10 20:22:21 main:574] : INFO : Epoch 1742 | loss: 0.0311826 | val_loss: 0.0311801 | Time: 5332.01 ms
[2022-04-10 20:22:27 main:574] : INFO : Epoch 1743 | loss: 0.0311815 | val_loss: 0.0311795 | Time: 5325.08 ms
[2022-04-10 20:22:32 main:574] : INFO : Epoch 1744 | loss: 0.0311812 | val_loss: 0.0311793 | Time: 5324.72 ms
[2022-04-10 20:22:37 main:574] : INFO : Epoch 1745 | loss: 0.03118 | val_loss: 0.0311841 | Time: 5327.49 ms
[2022-04-10 20:22:43 main:574] : INFO : Epoch 1746 | loss: 0.0311809 | val_loss: 0.0311804 | Time: 5325.28 ms
[2022-04-10 20:22:48 main:574] : INFO : Epoch 1747 | loss: 0.0311811 | val_loss: 0.031182 | Time: 5330.45 ms
[2022-04-10 20:22:53 main:574] : INFO : Epoch 1748 | loss: 0.0311791 | val_loss: 0.031181 | Time: 5330.87 ms
[2022-04-10 20:22:59 main:574] : INFO : Epoch 1749 | loss: 0.0311795 | val_loss: 0.0311817 | Time: 5325.28 ms
[2022-04-10 20:23:04 main:574] : INFO : Epoch 1750 | loss: 0.031181 | val_loss: 0.031186 | Time: 5326.28 ms
[2022-04-10 20:23:09 main:574] : INFO : Epoch 1751 | loss: 0.0311798 | val_loss: 0.0311814 | Time: 5325.28 ms
[2022-04-10 20:23:15 main:574] : INFO : Epoch 1752 | loss: 0.0311792 | val_loss: 0.0311848 | Time: 5328.75 ms
[2022-04-10 20:23:20 main:574] : INFO : Epoch 1753 | loss: 0.0311785 | val_loss: 0.0311813 | Time: 5328.94 ms
[2022-04-10 20:23:25 main:574] : INFO : Epoch 1754 | loss: 0.0311797 | val_loss: 0.0311807 | Time: 5327.93 ms
[2022-04-10 20:23:31 main:574] : INFO : Epoch 1755 | loss: 0.0311775 | val_loss: 0.0311789 | Time: 5326.46 ms
[2022-04-10 20:23:36 main:574] : INFO : Epoch 1756 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 5327.1 ms
[2022-04-10 20:23:41 main:574] : INFO : Epoch 1757 | loss: 0.031178 | val_loss: 0.0311815 | Time: 5323.56 ms
[2022-04-10 20:23:47 main:574] : INFO : Epoch 1758 | loss: 0.0311783 | val_loss: 0.0311828 | Time: 5326.45 ms
[2022-04-10 20:23:52 main:574] : INFO : Epoch 1759 | loss: 0.0311795 | val_loss: 0.0311852 | Time: 5327.19 ms
[2022-04-10 20:23:57 main:574] : INFO : Epoch 1760 | loss: 0.0311784 | val_loss: 0.0311818 | Time: 5326.78 ms
[2022-04-10 20:24:03 main:574] : INFO : Epoch 1761 | loss: 0.0311788 | val_loss: 0.0311831 | Time: 5323.99 ms
[2022-04-10 20:24:08 main:574] : INFO : Epoch 1762 | loss: 0.0311772 | val_loss: 0.0311773 | Time: 5330.14 ms
[2022-04-10 20:24:13 main:574] : INFO : Epoch 1763 | loss: 0.0311736 | val_loss: 0.0311762 | Time: 5327.21 ms
[2022-04-10 20:24:19 main:574] : INFO : Epoch 1764 | loss: 0.0311735 | val_loss: 0.0311765 | Time: 5332.86 ms
[2022-04-10 20:24:24 main:574] : INFO : Epoch 1765 | loss: 0.0311744 | val_loss: 0.0311805 | Time: 5326.88 ms
[2022-04-10 20:24:29 main:574] : INFO : Epoch 1766 | loss: 0.0311783 | val_loss: 0.0311774 | Time: 5329.21 ms
[2022-04-10 20:24:35 main:574] : INFO : Epoch 1767 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 5324.47 ms
[2022-04-10 20:24:40 main:574] : INFO : Epoch 1768 | loss: 0.0311767 | val_loss: 0.0311843 | Time: 5327.35 ms
[2022-04-10 20:24:45 main:574] : INFO : Epoch 1769 | loss: 0.0311803 | val_loss: 0.0311926 | Time: 5335.09 ms
[2022-04-10 20:24:51 main:574] : INFO : Epoch 1770 | loss: 0.0311816 | val_loss: 0.0311926 | Time: 5326.07 ms
[2022-04-10 20:24:56 main:574] : INFO : Epoch 1771 | loss: 0.0311784 | val_loss: 0.0311752 | Time: 5325 ms
[2022-04-10 20:25:01 main:574] : INFO : Epoch 1772 | loss: 0.0311701 | val_loss: 0.0311739 | Time: 5329.85 ms
[2022-04-10 20:25:07 main:574] : INFO : Epoch 1773 | loss: 0.0311691 | val_loss: 0.0311732 | Time: 5328.04 ms
[2022-04-10 20:25:12 main:574] : INFO : Epoch 1774 | loss: 0.0311684 | val_loss: 0.031175 | Time: 5326.87 ms
[2022-04-10 20:25:17 main:574] : INFO : Epoch 1775 | loss: 0.031168 | val_loss: 0.0311726 | Time: 5330.3 ms
[2022-04-10 20:25:23 main:574] : INFO : Epoch 1776 | loss: 0.031171 | val_loss: 0.0311932 | Time: 5334.44 ms
[2022-04-10 20:25:28 main:574] : INFO : Epoch 1777 | loss: 0.031173 | val_loss: 0.0311755 | Time: 5329.18 ms
[2022-04-10 20:25:33 main:574] : INFO : Epoch 1778 | loss: 0.0311678 | val_loss: 0.0311718 | Time: 5325.11 ms
[2022-04-10 20:25:39 main:574] : INFO : Epoch 1779 | loss: 0.0311688 | val_loss: 0.0311714 | Time: 5320.06 ms
[2022-04-10 20:25:44 main:574] : INFO : Epoch 1780 | loss: 0.0311659 | val_loss: 0.0311705 | Time: 5322.58 ms
[2022-04-10 20:25:49 main:574] : INFO : Epoch 1781 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 5330.26 ms
[2022-04-10 20:25:55 main:574] : INFO : Epoch 1782 | loss: 0.0311669 | val_loss: 0.0311694 | Time: 5328.7 ms
[2022-04-10 20:26:00 main:574] : INFO : Epoch 1783 | loss: 0.031166 | val_loss: 0.0311699 | Time: 5329.17 ms
[2022-04-10 20:26:05 main:574] : INFO : Epoch 1784 | loss: 0.0311671 | val_loss: 0.0311704 | Time: 5332.84 ms
[2022-04-10 20:26:11 main:574] : INFO : Epoch 1785 | loss: 0.0311666 | val_loss: 0.0311705 | Time: 5328.04 ms
[2022-04-10 20:26:16 main:574] : INFO : Epoch 1786 | loss: 0.0311678 | val_loss: 0.0311721 | Time: 5329.47 ms
[2022-04-10 20:26:21 main:574] : INFO : Epoch 1787 | loss: 0.031173 | val_loss: 0.031173 | Time: 5327.22 ms
[2022-04-10 20:26:27 main:574] : INFO : Epoch 1788 | loss: 0.0311695 | val_loss: 0.0311717 | Time: 5331.87 ms
[2022-04-10 20:26:32 main:574] : INFO : Epoch 1789 | loss: 0.031169 | val_loss: 0.0311686 | Time: 5330.06 ms
[2022-04-10 20:26:37 main:574] : INFO : Epoch 1790 | loss: 0.0311678 | val_loss: 0.0311656 | Time: 5336.15 ms
[2022-04-10 20:26:43 main:574] : INFO : Epoch 1791 | loss: 0.031166 | val_loss: 0.0311729 | Time: 5324.36 ms
[2022-04-10 20:26:48 main:574] : INFO : Epoch 1792 | loss: 0.0311642 | val_loss: 0.0311696 | Time: 5333.82 ms
[2022-04-10 20:26:53 main:574] : INFO : Epoch 1793 | loss: 0.0311636 | val_loss: 0.0311694 | Time: 5322.06 ms
[2022-04-10 20:26:59 main:574] : INFO : Epoch 1794 | loss: 0.0311632 | val_loss: 0.0311737 | Time: 5331.65 ms
[2022-04-10 20:27:04 main:574] : INFO : Epoch 1795 | loss: 0.0311651 | val_loss: 0.0311705 | Time: 5326.62 ms
[2022-04-10 20:27:09 main:574] : INFO : Epoch 1796 | loss: 0.0311639 | val_loss: 0.0311675 | Time: 5330.7 ms
[2022-04-10 20:27:15 main:574] : INFO : Epoch 1797 | loss: 0.0311633 | val_loss: 0.0311746 | Time: 5333.28 ms
[2022-04-10 20:27:20 main:574] : INFO : Epoch 1798 | loss: 0.0311638 | val_loss: 0.0311743 | Time: 5326.7 ms
[2022-04-10 20:27:25 main:574] : INFO : Epoch 1799 | loss: 0.0311627 | val_loss: 0.0311722 | Time: 5329.56 ms
[2022-04-10 20:27:31 main:574] : INFO : Epoch 1800 | loss: 0.0311637 | val_loss: 0.0311775 | Time: 5325.91 ms
[2022-04-10 20:27:36 main:574] : INFO : Epoch 1801 | loss: 0.031163 | val_loss: 0.0311697 | Time: 5327.96 ms
[2022-04-10 20:27:41 main:574] : INFO : Epoch 1802 | loss: 0.0311606 | val_loss: 0.031167 | Time: 5322.67 ms
[2022-04-10 20:27:47 main:574] : INFO : Epoch 1803 | loss: 0.0311607 | val_loss: 0.0311682 | Time: 5326.16 ms
[2022-04-10 20:27:52 main:574] : INFO : Epoch 1804 | loss: 0.0311604 | val_loss: 0.0311681 | Time: 5329.02 ms
[2022-04-10 20:27:57 main:574] : INFO : Epoch 1805 | loss: 0.0311609 | val_loss: 0.0311716 | Time: 5326.46 ms
[2022-04-10 20:28:03 main:574] : INFO : Epoch 1806 | loss: 0.0311613 | val_loss: 0.0311675 | Time: 5323.65 ms
[2022-04-10 20:28:08 main:574] : INFO : Epoch 1807 | loss: 0.031161 | val_loss: 0.0311684 | Time: 5330.32 ms
[2022-04-10 20:28:13 main:574] : INFO : Epoch 1808 | loss: 0.0311602 | val_loss: 0.0311714 | Time: 5323.69 ms
[2022-04-10 20:28:19 main:574] : INFO : Epoch 1809 | loss: 0.0311596 | val_loss: 0.0311685 | Time: 5327.56 ms
[2022-04-10 20:28:24 main:574] : INFO : Epoch 1810 | loss: 0.0311587 | val_loss: 0.0311686 | Time: 5328.38 ms
[2022-04-10 20:28:29 main:574] : INFO : Epoch 1811 | loss: 0.0311579 | val_loss: 0.0311685 | Time: 5332.62 ms
[2022-04-10 20:28:35 main:574] : INFO : Epoch 1812 | loss: 0.0311617 | val_loss: 0.0311683 | Time: 5337.13 ms
[2022-04-10 20:28:40 main:574] : INFO : Epoch 1813 | loss: 0.0311616 | val_loss: 0.0311672 | Time: 5323.11 ms
[2022-04-10 20:28:45 main:574] : INFO : Epoch 1814 | loss: 0.0311617 | val_loss: 0.0311685 | Time: 5323.15 ms
[2022-04-10 20:28:51 main:574] : INFO : Epoch 1815 | loss: 0.0311596 | val_loss: 0.0311682 | Time: 5324.14 ms
[2022-04-10 20:28:56 main:574] : INFO : Epoch 1816 | loss: 0.0311599 | val_loss: 0.0311714 | Time: 5333.5 ms
[2022-04-10 20:29:01 main:574] : INFO : Epoch 1817 | loss: 0.0311607 | val_loss: 0.0311686 | Time: 5328.25 ms
[2022-04-10 20:29:07 main:574] : INFO : Epoch 1818 | loss: 0.0311633 | val_loss: 0.0311706 | Time: 5327.62 ms
[2022-04-10 20:29:12 main:574] : INFO : Epoch 1819 | loss: 0.031161 | val_loss: 0.0311705 | Time: 5328.1 ms
[2022-04-10 20:29:17 main:574] : INFO : Epoch 1820 | loss: 0.0311615 | val_loss: 0.03117 | Time: 5325.84 ms
[2022-04-10 20:29:23 main:574] : INFO : Epoch 1821 | loss: 0.0311598 | val_loss: 0.0311686 | Time: 5319.79 ms
[2022-04-10 20:29:28 main:574] : INFO : Epoch 1822 | loss: 0.0311612 | val_loss: 0.0311734 | Time: 5327.73 ms
[2022-04-10 20:29:33 main:574] : INFO : Epoch 1823 | loss: 0.0311594 | val_loss: 0.0311711 | Time: 5329.23 ms
[2022-04-10 20:29:39 main:574] : INFO : Epoch 1824 | loss: 0.0311578 | val_loss: 0.0311699 | Time: 5342.21 ms
[2022-04-10 20:29:44 main:574] : INFO : Epoch 1825 | loss: 0.031156 | val_loss: 0.0311711 | Time: 5332.67 ms
[2022-04-10 20:29:49 main:574] : INFO : Epoch 1826 | loss: 0.0311591 | val_loss: 0.0311687 | Time: 5323.27 ms
[2022-04-10 20:29:55 main:574] : INFO : Epoch 1827 | loss: 0.031162 | val_loss: 0.0311702 | Time: 5326.71 ms
[2022-04-10 20:30:00 main:574] : INFO : Epoch 1828 | loss: 0.0311635 | val_loss: 0.0311706 | Time: 5321.57 ms
[2022-04-10 20:30:05 main:574] : INFO : Epoch 1829 | loss: 0.0311667 | val_loss: 0.0311704 | Time: 5331 ms
[2022-04-10 20:30:11 main:574] : INFO : Epoch 1830 | loss: 0.0311644 | val_loss: 0.0311742 | Time: 5326.92 ms
[2022-04-10 20:30:16 main:574] : INFO : Epoch 1831 | loss: 0.0311634 | val_loss: 0.0311701 | Time: 5331.12 ms
[2022-04-10 20:30:21 main:574] : INFO : Epoch 1832 | loss: 0.0311629 | val_loss: 0.0311682 | Time: 5332.66 ms
[2022-04-10 20:30:27 main:574] : INFO : Epoch 1833 | loss: 0.031159 | val_loss: 0.031171 | Time: 5325.26 ms
[2022-04-10 20:30:32 main:574] : INFO : Epoch 1834 | loss: 0.0311607 | val_loss: 0.0311682 | Time: 5327.86 ms
[2022-04-10 20:30:37 main:574] : INFO : Epoch 1835 | loss: 0.0311605 | val_loss: 0.0311695 | Time: 5327.44 ms
[2022-04-10 20:30:43 main:574] : INFO : Epoch 1836 | loss: 0.0311585 | val_loss: 0.0311658 | Time: 5335.33 ms
[2022-04-10 20:30:48 main:574] : INFO : Epoch 1837 | loss: 0.0311582 | val_loss: 0.0311737 | Time: 5325.2 ms
[2022-04-10 20:30:53 main:574] : INFO : Epoch 1838 | loss: 0.0311623 | val_loss: 0.0311711 | Time: 5329.31 ms
[2022-04-10 20:30:59 main:574] : INFO : Epoch 1839 | loss: 0.0311584 | val_loss: 0.0311657 | Time: 5330.98 ms
[2022-04-10 20:31:04 main:574] : INFO : Epoch 1840 | loss: 0.0311569 | val_loss: 0.0311641 | Time: 5328.21 ms
[2022-04-10 20:31:09 main:574] : INFO : Epoch 1841 | loss: 0.0311581 | val_loss: 0.031165 | Time: 5328.19 ms
[2022-04-10 20:31:15 main:574] : INFO : Epoch 1842 | loss: 0.0311608 | val_loss: 0.0311637 | Time: 5323.38 ms
[2022-04-10 20:31:20 main:574] : INFO : Epoch 1843 | loss: 0.0311566 | val_loss: 0.0311676 | Time: 5325.46 ms
[2022-04-10 20:31:25 main:574] : INFO : Epoch 1844 | loss: 0.0311563 | val_loss: 0.0311652 | Time: 5326.12 ms
[2022-04-10 20:31:31 main:574] : INFO : Epoch 1845 | loss: 0.0311584 | val_loss: 0.0311688 | Time: 5328.36 ms
[2022-04-10 20:31:36 main:574] : INFO : Epoch 1846 | loss: 0.0311604 | val_loss: 0.0311662 | Time: 5333.17 ms
[2022-04-10 20:31:41 main:574] : INFO : Epoch 1847 | loss: 0.0311629 | val_loss: 0.0312035 | Time: 5327.69 ms
[2022-04-10 20:31:47 main:574] : INFO : Epoch 1848 | loss: 0.0311662 | val_loss: 0.0312006 | Time: 5326.74 ms
[2022-04-10 20:31:52 main:574] : INFO : Epoch 1849 | loss: 0.0311649 | val_loss: 0.0311775 | Time: 5329.29 ms
[2022-04-10 20:31:57 main:574] : INFO : Epoch 1850 | loss: 0.031159 | val_loss: 0.0311657 | Time: 5324.67 ms
[2022-04-10 20:32:03 main:574] : INFO : Epoch 1851 | loss: 0.031161 | val_loss: 0.0311655 | Time: 5324.44 ms
[2022-04-10 20:32:08 main:574] : INFO : Epoch 1852 | loss: 0.0311597 | val_loss: 0.0311647 | Time: 5327.41 ms
[2022-04-10 20:32:13 main:574] : INFO : Epoch 1853 | loss: 0.031156 | val_loss: 0.0311688 | Time: 5333.75 ms
[2022-04-10 20:32:19 main:574] : INFO : Epoch 1854 | loss: 0.0311549 | val_loss: 0.0311649 | Time: 5330.32 ms
[2022-04-10 20:32:24 main:574] : INFO : Epoch 1855 | loss: 0.0311567 | val_loss: 0.0311655 | Time: 5333.21 ms
[2022-04-10 20:32:29 main:574] : INFO : Epoch 1856 | loss: 0.0311619 | val_loss: 0.0311628 | Time: 5324.35 ms
[2022-04-10 20:32:35 main:574] : INFO : Epoch 1857 | loss: 0.0311588 | val_loss: 0.0311608 | Time: 5325.92 ms
[2022-04-10 20:32:40 main:574] : INFO : Epoch 1858 | loss: 0.0311582 | val_loss: 0.0311645 | Time: 5322.89 ms
[2022-04-10 20:32:45 main:574] : INFO : Epoch 1859 | loss: 0.031158 | val_loss: 0.0311689 | Time: 5326.73 ms
[2022-04-10 20:32:51 main:574] : INFO : Epoch 1860 | loss: 0.0311569 | val_loss: 0.0311641 | Time: 5333.28 ms
[2022-04-10 20:32:56 main:574] : INFO : Epoch 1861 | loss: 0.0311565 | val_loss: 0.0311631 | Time: 5329.79 ms
[2022-04-10 20:33:01 main:574] : INFO : Epoch 1862 | loss: 0.0311568 | val_loss: 0.0311752 | Time: 5324.15 ms
[2022-04-10 20:33:07 main:574] : INFO : Epoch 1863 | loss: 0.0311611 | val_loss: 0.0311647 | Time: 5331.91 ms
[2022-04-10 20:33:12 main:574] : INFO : Epoch 1864 | loss: 0.0311559 | val_loss: 0.0311677 | Time: 5330.69 ms
[2022-04-10 20:33:17 main:574] : INFO : Epoch 1865 | loss: 0.0311598 | val_loss: 0.0311691 | Time: 5329.3 ms
[2022-04-10 20:33:23 main:574] : INFO : Epoch 1866 | loss: 0.0311573 | val_loss: 0.0311667 | Time: 5328.54 ms
[2022-04-10 20:33:28 main:574] : INFO : Epoch 1867 | loss: 0.0311584 | val_loss: 0.0311649 | Time: 5327.13 ms
[2022-04-10 20:33:33 main:574] : INFO : Epoch 1868 | loss: 0.0311571 | val_loss: 0.0311647 | Time: 5325.95 ms
[2022-04-10 20:33:39 main:574] : INFO : Epoch 1869 | loss: 0.0311582 | val_loss: 0.0311668 | Time: 5324.59 ms
[2022-04-10 20:33:44 main:574] : INFO : Epoch 1870 | loss: 0.0311593 | val_loss: 0.0311678 | Time: 5324.2 ms
[2022-04-10 20:33:49 main:574] : INFO : Epoch 1871 | loss: 0.0311583 | val_loss: 0.0311674 | Time: 5334.39 ms
[2022-04-10 20:33:55 main:574] : INFO : Epoch 1872 | loss: 0.031159 | val_loss: 0.0311675 | Time: 5331.96 ms
[2022-04-10 20:34:00 main:574] : INFO : Epoch 1873 | loss: 0.0311618 | val_loss: 0.0311657 | Time: 5329.62 ms
[2022-04-10 20:34:05 main:574] : INFO : Epoch 1874 | loss: 0.0311619 | val_loss: 0.031164 | Time: 5331.91 ms
[2022-04-10 20:34:11 main:574] : INFO : Epoch 1875 | loss: 0.0311597 | val_loss: 0.0311656 | Time: 5327.33 ms
[2022-04-10 20:34:16 main:574] : INFO : Epoch 1876 | loss: 0.0311615 | val_loss: 0.0311714 | Time: 5327.88 ms
[2022-04-10 20:34:21 main:574] : INFO : Epoch 1877 | loss: 0.0311595 | val_loss: 0.0311699 | Time: 5323.56 ms
[2022-04-10 20:34:27 main:574] : INFO : Epoch 1878 | loss: 0.0311665 | val_loss: 0.0311709 | Time: 5329.84 ms
[2022-04-10 20:34:32 main:574] : INFO : Epoch 1879 | loss: 0.0311607 | val_loss: 0.0311752 | Time: 5323.11 ms
[2022-04-10 20:34:37 main:574] : INFO : Epoch 1880 | loss: 0.0311639 | val_loss: 0.0311667 | Time: 5327.59 ms
[2022-04-10 20:34:43 main:574] : INFO : Epoch 1881 | loss: 0.0311589 | val_loss: 0.0311657 | Time: 5324.81 ms
[2022-04-10 20:34:48 main:574] : INFO : Epoch 1882 | loss: 0.031158 | val_loss: 0.0311715 | Time: 5329.03 ms
[2022-04-10 20:34:53 main:574] : INFO : Epoch 1883 | loss: 0.0311573 | val_loss: 0.0311702 | Time: 5330.35 ms
[2022-04-10 20:34:59 main:574] : INFO : Epoch 1884 | loss: 0.0311564 | val_loss: 0.0311653 | Time: 5326.46 ms
[2022-04-10 20:35:04 main:574] : INFO : Epoch 1885 | loss: 0.0311576 | val_loss: 0.031165 | Time: 5323.94 ms
[2022-04-10 20:35:09 main:574] : INFO : Epoch 1886 | loss: 0.0311573 | val_loss: 0.0311649 | Time: 5327.73 ms
[2022-04-10 20:35:15 main:574] : INFO : Epoch 1887 | loss: 0.0311558 | val_loss: 0.0311711 | Time: 5327.24 ms
[2022-04-10 20:35:20 main:574] : INFO : Epoch 1888 | loss: 0.0311546 | val_loss: 0.0311659 | Time: 5337.9 ms
[2022-04-10 20:35:25 main:574] : INFO : Epoch 1889 | loss: 0.0311543 | val_loss: 0.0311671 | Time: 5329.74 ms
[2022-04-10 20:35:31 main:574] : INFO : Epoch 1890 | loss: 0.0311541 | val_loss: 0.0311666 | Time: 5327.99 ms
[2022-04-10 20:35:36 main:574] : INFO : Epoch 1891 | loss: 0.0311542 | val_loss: 0.0311655 | Time: 5323.51 ms
[2022-04-10 20:35:41 main:574] : INFO : Epoch 1892 | loss: 0.031154 | val_loss: 0.031172 | Time: 5324.14 ms
[2022-04-10 20:35:46 main:574] : INFO : Epoch 1893 | loss: 0.03116 | val_loss: 0.0311698 | Time: 5329.15 ms
[2022-04-10 20:35:52 main:574] : INFO : Epoch 1894 | loss: 0.0311567 | val_loss: 0.0311668 | Time: 5325.22 ms
[2022-04-10 20:35:57 main:574] : INFO : Epoch 1895 | loss: 0.0311543 | val_loss: 0.0311657 | Time: 5334.73 ms
[2022-04-10 20:36:02 main:574] : INFO : Epoch 1896 | loss: 0.0311535 | val_loss: 0.0311678 | Time: 5329.22 ms
[2022-04-10 20:36:08 main:574] : INFO : Epoch 1897 | loss: 0.0311527 | val_loss: 0.0311648 | Time: 5326.48 ms
[2022-04-10 20:36:13 main:574] : INFO : Epoch 1898 | loss: 0.0311524 | val_loss: 0.0311642 | Time: 5323.43 ms
[2022-04-10 20:36:18 main:574] : INFO : Epoch 1899 | loss: 0.0311526 | val_loss: 0.0311667 | Time: 5321.67 ms
[2022-04-10 20:36:24 main:574] : INFO : Epoch 1900 | loss: 0.0311632 | val_loss: 0.0311724 | Time: 5324.02 ms
[2022-04-10 20:36:29 main:574] : INFO : Epoch 1901 | loss: 0.0311684 | val_loss: 0.0311753 | Time: 5330.31 ms
[2022-04-10 20:36:34 main:574] : INFO : Epoch 1902 | loss: 0.0311678 | val_loss: 0.031172 | Time: 5329.95 ms
[2022-04-10 20:36:40 main:574] : INFO : Epoch 1903 | loss: 0.0311641 | val_loss: 0.0311683 | Time: 5327.43 ms
[2022-04-10 20:36:45 main:574] : INFO : Epoch 1904 | loss: 0.0311608 | val_loss: 0.0311673 | Time: 5325.34 ms
[2022-04-10 20:36:50 main:574] : INFO : Epoch 1905 | loss: 0.0311588 | val_loss: 0.0311685 | Time: 5326.16 ms
[2022-04-10 20:36:56 main:574] : INFO : Epoch 1906 | loss: 0.0311594 | val_loss: 0.0311675 | Time: 5330.45 ms
[2022-04-10 20:37:01 main:574] : INFO : Epoch 1907 | loss: 0.0311596 | val_loss: 0.031167 | Time: 5327.15 ms
[2022-04-10 20:37:06 main:574] : INFO : Epoch 1908 | loss: 0.0311656 | val_loss: 0.0311881 | Time: 5323.81 ms
[2022-04-10 20:37:12 main:574] : INFO : Epoch 1909 | loss: 0.0311693 | val_loss: 0.0311686 | Time: 5332.98 ms
[2022-04-10 20:37:17 main:574] : INFO : Epoch 1910 | loss: 0.0311636 | val_loss: 0.0311653 | Time: 5330.27 ms
[2022-04-10 20:37:22 main:574] : INFO : Epoch 1911 | loss: 0.0311591 | val_loss: 0.0311654 | Time: 5330.87 ms
[2022-04-10 20:37:28 main:574] : INFO : Epoch 1912 | loss: 0.0311587 | val_loss: 0.0311641 | Time: 5328.46 ms
[2022-04-10 20:37:33 main:574] : INFO : Epoch 1913 | loss: 0.0311623 | val_loss: 0.0311646 | Time: 5328.28 ms
[2022-04-10 20:37:38 main:574] : INFO : Epoch 1914 | loss: 0.0311606 | val_loss: 0.0311667 | Time: 5328 ms
[2022-04-10 20:37:44 main:574] : INFO : Epoch 1915 | loss: 0.0311585 | val_loss: 0.0311655 | Time: 5331.86 ms
[2022-04-10 20:37:49 main:574] : INFO : Epoch 1916 | loss: 0.0311575 | val_loss: 0.0311651 | Time: 5334.98 ms
[2022-04-10 20:37:54 main:574] : INFO : Epoch 1917 | loss: 0.0311676 | val_loss: 0.0311744 | Time: 5327.73 ms
[2022-04-10 20:38:00 main:574] : INFO : Epoch 1918 | loss: 0.0311743 | val_loss: 0.0311703 | Time: 5328.72 ms
[2022-04-10 20:38:05 main:574] : INFO : Epoch 1919 | loss: 0.0311663 | val_loss: 0.0311689 | Time: 5326.31 ms
[2022-04-10 20:38:10 main:574] : INFO : Epoch 1920 | loss: 0.0311664 | val_loss: 0.0311695 | Time: 5328.24 ms
[2022-04-10 20:38:16 main:574] : INFO : Epoch 1921 | loss: 0.0311666 | val_loss: 0.0311663 | Time: 5331.38 ms
[2022-04-10 20:38:21 main:574] : INFO : Epoch 1922 | loss: 0.0311599 | val_loss: 0.0311647 | Time: 5331.08 ms
[2022-04-10 20:38:26 main:574] : INFO : Epoch 1923 | loss: 0.0311583 | val_loss: 0.0311621 | Time: 5327.38 ms
[2022-04-10 20:38:32 main:574] : INFO : Epoch 1924 | loss: 0.0311585 | val_loss: 0.0311674 | Time: 5332.4 ms
[2022-04-10 20:38:37 main:574] : INFO : Epoch 1925 | loss: 0.0311571 | val_loss: 0.0311655 | Time: 5328.24 ms
[2022-04-10 20:38:42 main:574] : INFO : Epoch 1926 | loss: 0.0311569 | val_loss: 0.0311647 | Time: 5330.68 ms
[2022-04-10 20:38:48 main:574] : INFO : Epoch 1927 | loss: 0.0311574 | val_loss: 0.0311634 | Time: 5317.32 ms
[2022-04-10 20:38:53 main:574] : INFO : Epoch 1928 | loss: 0.0311557 | val_loss: 0.0311614 | Time: 5352.84 ms
[2022-04-10 20:38:59 main:574] : INFO : Epoch 1929 | loss: 0.0311534 | val_loss: 0.0311619 | Time: 5328.35 ms
[2022-04-10 20:39:04 main:574] : INFO : Epoch 1930 | loss: 0.0311549 | val_loss: 0.031162 | Time: 5423.54 ms
[2022-04-10 20:39:09 main:574] : INFO : Epoch 1931 | loss: 0.0311559 | val_loss: 0.0311645 | Time: 5330.56 ms
[2022-04-10 20:39:25 main:574] : INFO : Epoch 1932 | loss: 0.0311581 | val_loss: 0.0311672 | Time: 15261 ms
[2022-04-10 20:39:30 main:574] : INFO : Epoch 1933 | loss: 0.0311558 | val_loss: 0.0311618 | Time: 5314.26 ms
[2022-04-10 20:39:35 main:574] : INFO : Epoch 1934 | loss: 0.0311595 | val_loss: 0.031172 | Time: 5319.93 ms
[2022-04-10 20:39:41 main:574] : INFO : Epoch 1935 | loss: 0.0311572 | val_loss: 0.0311647 | Time: 5322.7 ms
[2022-04-10 20:39:46 main:574] : INFO : Epoch 1936 | loss: 0.0311549 | val_loss: 0.0311623 | Time: 5328.01 ms
[2022-04-10 20:39:51 main:574] : INFO : Epoch 1937 | loss: 0.0311573 | val_loss: 0.0311655 | Time: 5330.66 ms
[2022-04-10 20:39:57 main:574] : INFO : Epoch 1938 | loss: 0.0311557 | val_loss: 0.0311634 | Time: 5325.91 ms
[2022-04-10 20:40:02 main:574] : INFO : Epoch 1939 | loss: 0.0311548 | val_loss: 0.031167 | Time: 5325.28 ms
[2022-04-10 20:40:07 main:574] : INFO : Epoch 1940 | loss: 0.0311557 | val_loss: 0.0311626 | Time: 5324.59 ms
[2022-04-10 20:40:13 main:574] : INFO : Epoch 1941 | loss: 0.0311534 | val_loss: 0.0311603 | Time: 5328.23 ms
[2022-04-10 20:40:18 main:574] : INFO : Epoch 1942 | loss: 0.0311537 | val_loss: 0.0311612 | Time: 5321.2 ms
[2022-04-10 20:40:23 main:574] : INFO : Epoch 1943 | loss: 0.0311522 | val_loss: 0.0311611 | Time: 5327.84 ms
[2022-04-10 20:40:29 main:574] : INFO : Epoch 1944 | loss: 0.0311523 | val_loss: 0.0311658 | Time: 5328.93 ms
[2022-04-10 20:40:34 main:574] : INFO : Epoch 1945 | loss: 0.0311544 | val_loss: 0.0311633 | Time: 5325.25 ms
[2022-04-10 20:40:39 main:574] : INFO : Epoch 1946 | loss: 0.0311518 | val_loss: 0.031163 | Time: 5324.93 ms
[2022-04-10 20:40:45 main:574] : INFO : Epoch 1947 | loss: 0.0311517 | val_loss: 0.0311607 | Time: 5306.34 ms
[2022-04-10 20:40:50 main:574] : INFO : Epoch 1948 | loss: 0.031152 | val_loss: 0.0311603 | Time: 5330.42 ms
[2022-04-10 20:40:55 main:574] : INFO : Epoch 1949 | loss: 0.0311538 | val_loss: 0.0311647 | Time: 5323.19 ms
[2022-04-10 20:41:01 main:574] : INFO : Epoch 1950 | loss: 0.0311512 | val_loss: 0.0311677 | Time: 5319.6 ms
[2022-04-10 20:41:06 main:574] : INFO : Epoch 1951 | loss: 0.0311527 | val_loss: 0.0311623 | Time: 5331.43 ms
[2022-04-10 20:41:11 main:574] : INFO : Epoch 1952 | loss: 0.0311503 | val_loss: 0.0311603 | Time: 5329.11 ms
[2022-04-10 20:41:17 main:574] : INFO : Epoch 1953 | loss: 0.0311494 | val_loss: 0.0311608 | Time: 5318.63 ms
[2022-04-10 20:41:22 main:574] : INFO : Epoch 1954 | loss: 0.0311497 | val_loss: 0.0311602 | Time: 5322.61 ms
[2022-04-10 20:41:27 main:574] : INFO : Epoch 1955 | loss: 0.0311506 | val_loss: 0.0311605 | Time: 5321.65 ms
[2022-04-10 20:41:33 main:574] : INFO : Epoch 1956 | loss: 0.0311531 | val_loss: 0.0311646 | Time: 5319.69 ms
[2022-04-10 20:41:38 main:574] : INFO : Epoch 1957 | loss: 0.031153 | val_loss: 0.0311622 | Time: 5326.39 ms
[2022-04-10 20:41:43 main:574] : INFO : Epoch 1958 | loss: 0.0311501 | val_loss: 0.0311636 | Time: 5330.84 ms
[2022-04-10 20:41:49 main:574] : INFO : Epoch 1959 | loss: 0.0311509 | val_loss: 0.0311613 | Time: 5330.43 ms
[2022-04-10 20:41:54 main:574] : INFO : Epoch 1960 | loss: 0.0311544 | val_loss: 0.0311688 | Time: 5321.96 ms
[2022-04-10 20:41:59 main:574] : INFO : Epoch 1961 | loss: 0.0311596 | val_loss: 0.0311656 | Time: 5325.21 ms
[2022-04-10 20:42:05 main:574] : INFO : Epoch 1962 | loss: 0.03116 | val_loss: 0.0311667 | Time: 5329.41 ms
[2022-04-10 20:42:10 main:574] : INFO : Epoch 1963 | loss: 0.0311609 | val_loss: 0.0311715 | Time: 5328.03 ms
[2022-04-10 20:42:15 main:574] : INFO : Epoch 1964 | loss: 0.0311626 | val_loss: 0.0311671 | Time: 5330.92 ms
[2022-04-10 20:42:21 main:574] : INFO : Epoch 1965 | loss: 0.0311573 | val_loss: 0.0311664 | Time: 5326.3 ms
[2022-04-10 20:42:26 main:574] : INFO : Epoch 1966 | loss: 0.0311554 | val_loss: 0.0311651 | Time: 5329.56 ms
[2022-04-10 20:42:31 main:574] : INFO : Epoch 1967 | loss: 0.0311559 | val_loss: 0.0311656 | Time: 5330.91 ms
[2022-04-10 20:42:37 main:574] : INFO : Epoch 1968 | loss: 0.0311548 | val_loss: 0.0311645 | Time: 5326.01 ms
[2022-04-10 20:42:42 main:574] : INFO : Epoch 1969 | loss: 0.0311533 | val_loss: 0.0311629 | Time: 5322.97 ms
[2022-04-10 20:42:47 main:574] : INFO : Epoch 1970 | loss: 0.0311532 | val_loss: 0.0311625 | Time: 5325.38 ms
[2022-04-10 20:42:52 main:574] : INFO : Epoch 1971 | loss: 0.0311566 | val_loss: 0.0311646 | Time: 5327.91 ms
[2022-04-10 20:42:58 main:574] : INFO : Epoch 1972 | loss: 0.0311534 | val_loss: 0.0311635 | Time: 5322.45 ms
[2022-04-10 20:43:03 main:574] : INFO : Epoch 1973 | loss: 0.0311522 | val_loss: 0.0311636 | Time: 5325.95 ms
[2022-04-10 20:43:08 main:574] : INFO : Epoch 1974 | loss: 0.0311521 | val_loss: 0.0311604 | Time: 5322.58 ms
[2022-04-10 20:43:14 main:574] : INFO : Epoch 1975 | loss: 0.0311513 | val_loss: 0.0311586 | Time: 5321.74 ms
[2022-04-10 20:43:19 main:574] : INFO : Epoch 1976 | loss: 0.0311548 | val_loss: 0.0311669 | Time: 5331.48 ms
[2022-04-10 20:43:24 main:574] : INFO : Epoch 1977 | loss: 0.0311559 | val_loss: 0.0311651 | Time: 5325.46 ms
[2022-04-10 20:43:30 main:574] : INFO : Epoch 1978 | loss: 0.0311536 | val_loss: 0.0311651 | Time: 5321.95 ms
[2022-04-10 20:43:35 main:574] : INFO : Epoch 1979 | loss: 0.0311539 | val_loss: 0.0311682 | Time: 5332.63 ms
[2022-04-10 20:43:40 main:574] : INFO : Epoch 1980 | loss: 0.0311561 | val_loss: 0.0311653 | Time: 5336.23 ms
[2022-04-10 20:43:46 main:574] : INFO : Epoch 1981 | loss: 0.0311537 | val_loss: 0.0311667 | Time: 5324.56 ms
[2022-04-10 20:43:51 main:574] : INFO : Epoch 1982 | loss: 0.0311532 | val_loss: 0.0311657 | Time: 5321.84 ms
[2022-04-10 20:43:56 main:574] : INFO : Epoch 1983 | loss: 0.0311511 | val_loss: 0.0311671 | Time: 5323.02 ms
[2022-04-10 20:44:02 main:574] : INFO : Epoch 1984 | loss: 0.0311523 | val_loss: 0.0311655 | Time: 5324.44 ms
[2022-04-10 20:44:07 main:574] : INFO : Epoch 1985 | loss: 0.0311538 | val_loss: 0.0311644 | Time: 5329.37 ms
[2022-04-10 20:44:12 main:574] : INFO : Epoch 1986 | loss: 0.0311544 | val_loss: 0.0311632 | Time: 5332.96 ms
[2022-04-10 20:44:18 main:574] : INFO : Epoch 1987 | loss: 0.0311518 | val_loss: 0.0311622 | Time: 5329.45 ms
[2022-04-10 20:44:23 main:574] : INFO : Epoch 1988 | loss: 0.0311518 | val_loss: 0.031174 | Time: 5326.98 ms
[2022-04-10 20:44:28 main:574] : INFO : Epoch 1989 | loss: 0.0311517 | val_loss: 0.031162 | Time: 5326.69 ms
[2022-04-10 20:44:34 main:574] : INFO : Epoch 1990 | loss: 0.0311499 | val_loss: 0.0311631 | Time: 5319.42 ms
[2022-04-10 20:44:39 main:574] : INFO : Epoch 1991 | loss: 0.0311492 | val_loss: 0.0311601 | Time: 5324.03 ms
[2022-04-10 20:44:44 main:574] : INFO : Epoch 1992 | loss: 0.0311485 | val_loss: 0.0311625 | Time: 5322.82 ms
[2022-04-10 20:44:50 main:574] : INFO : Epoch 1993 | loss: 0.0311503 | val_loss: 0.0311611 | Time: 5332.67 ms
[2022-04-10 20:44:55 main:574] : INFO : Epoch 1994 | loss: 0.0311498 | val_loss: 0.031161 | Time: 5328.83 ms
[2022-04-10 20:45:00 main:574] : INFO : Epoch 1995 | loss: 0.0311513 | val_loss: 0.0311592 | Time: 5322.11 ms
[2022-04-10 20:45:06 main:574] : INFO : Epoch 1996 | loss: 0.0311569 | val_loss: 0.0311781 | Time: 5325.48 ms
[2022-04-10 20:45:11 main:574] : INFO : Epoch 1997 | loss: 0.0311572 | val_loss: 0.031171 | Time: 5324.77 ms
[2022-04-10 20:45:16 main:574] : INFO : Epoch 1998 | loss: 0.0311502 | val_loss: 0.0311604 | Time: 5327.07 ms
[2022-04-10 20:45:22 main:574] : INFO : Epoch 1999 | loss: 0.0311504 | val_loss: 0.0311591 | Time: 5321.17 ms
[2022-04-10 20:45:27 main:574] : INFO : Epoch 2000 | loss: 0.0311509 | val_loss: 0.0311617 | Time: 5331.76 ms
[2022-04-10 20:45:32 main:574] : INFO : Epoch 2001 | loss: 0.0311451 | val_loss: 0.03116 | Time: 5329.26 ms
[2022-04-10 20:45:38 main:574] : INFO : Epoch 2002 | loss: 0.0311469 | val_loss: 0.0311626 | Time: 5327.12 ms
[2022-04-10 20:45:43 main:574] : INFO : Epoch 2003 | loss: 0.0311446 | val_loss: 0.0311619 | Time: 5322.82 ms
[2022-04-10 20:45:48 main:574] : INFO : Epoch 2004 | loss: 0.0311483 | val_loss: 0.0311577 | Time: 5327.71 ms
[2022-04-10 20:45:54 main:574] : INFO : Epoch 2005 | loss: 0.0311469 | val_loss: 0.0311603 | Time: 5322.42 ms
[2022-04-10 20:45:59 main:574] : INFO : Epoch 2006 | loss: 0.0311472 | val_loss: 0.0311595 | Time: 5327.51 ms
[2022-04-10 20:46:04 main:574] : INFO : Epoch 2007 | loss: 0.0311474 | val_loss: 0.0311591 | Time: 5325.14 ms
[2022-04-10 20:46:10 main:574] : INFO : Epoch 2008 | loss: 0.0311469 | val_loss: 0.0311599 | Time: 5332.48 ms
[2022-04-10 20:46:15 main:574] : INFO : Epoch 2009 | loss: 0.031148 | val_loss: 0.0311585 | Time: 5329.45 ms
[2022-04-10 20:46:20 main:574] : INFO : Epoch 2010 | loss: 0.0311513 | val_loss: 0.0311655 | Time: 5324.29 ms
[2022-04-10 20:46:26 main:574] : INFO : Epoch 2011 | loss: 0.0311523 | val_loss: 0.0311601 | Time: 5323.77 ms
[2022-04-10 20:46:31 main:574] : INFO : Epoch 2012 | loss: 0.0311503 | val_loss: 0.0311564 | Time: 5331.95 ms
[2022-04-10 20:46:36 main:574] : INFO : Epoch 2013 | loss: 0.031149 | val_loss: 0.0311551 | Time: 5328.26 ms
[2022-04-10 20:46:42 main:574] : INFO : Epoch 2014 | loss: 0.0311501 | val_loss: 0.031159 | Time: 5334.03 ms
[2022-04-10 20:46:47 main:574] : INFO : Epoch 2015 | loss: 0.031147 | val_loss: 0.031157 | Time: 5331.7 ms
[2022-04-10 20:46:52 main:574] : INFO : Epoch 2016 | loss: 0.0311489 | val_loss: 0.0311602 | Time: 5326.85 ms
[2022-04-10 20:46:58 main:574] : INFO : Epoch 2017 | loss: 0.0311489 | val_loss: 0.0311577 | Time: 5324.16 ms
[2022-04-10 20:47:03 main:574] : INFO : Epoch 2018 | loss: 0.0311529 | val_loss: 0.0311636 | Time: 5328.44 ms
[2022-04-10 20:47:08 main:574] : INFO : Epoch 2019 | loss: 0.0311533 | val_loss: 0.0311638 | Time: 5329.19 ms
[2022-04-10 20:47:14 main:574] : INFO : Epoch 2020 | loss: 0.0311519 | val_loss: 0.0311622 | Time: 5319.05 ms
[2022-04-10 20:47:19 main:574] : INFO : Epoch 2021 | loss: 0.0311534 | val_loss: 0.0311679 | Time: 5327.34 ms
[2022-04-10 20:47:24 main:574] : INFO : Epoch 2022 | loss: 0.0311532 | val_loss: 0.0311638 | Time: 5329.65 ms
[2022-04-10 20:47:30 main:574] : INFO : Epoch 2023 | loss: 0.0311542 | val_loss: 0.03116 | Time: 5326.15 ms
[2022-04-10 20:47:35 main:574] : INFO : Epoch 2024 | loss: 0.0311489 | val_loss: 0.0311617 | Time: 5327.66 ms
[2022-04-10 20:47:40 main:574] : INFO : Epoch 2025 | loss: 0.0311477 | val_loss: 0.0311623 | Time: 5324.8 ms
[2022-04-10 20:47:46 main:574] : INFO : Epoch 2026 | loss: 0.0311491 | val_loss: 0.0311608 | Time: 5321.42 ms
[2022-04-10 20:47:51 main:574] : INFO : Epoch 2027 | loss: 0.0311509 | val_loss: 0.0311639 | Time: 5329.95 ms
[2022-04-10 20:47:56 main:574] : INFO : Epoch 2028 | loss: 0.0311588 | val_loss: 0.0311696 | Time: 5337.06 ms
[2022-04-10 20:48:02 main:574] : INFO : Epoch 2029 | loss: 0.0311628 | val_loss: 0.0311645 | Time: 5327.48 ms
[2022-04-10 20:48:07 main:574] : INFO : Epoch 2030 | loss: 0.0311573 | val_loss: 0.0311616 | Time: 5325.62 ms
[2022-04-10 20:48:12 main:574] : INFO : Epoch 2031 | loss: 0.0311556 | val_loss: 0.0311612 | Time: 5325.25 ms
[2022-04-10 20:48:18 main:574] : INFO : Epoch 2032 | loss: 0.0311541 | val_loss: 0.0311629 | Time: 5322.97 ms
[2022-04-10 20:48:23 main:574] : INFO : Epoch 2033 | loss: 0.031154 | val_loss: 0.0311604 | Time: 5322.12 ms
[2022-04-10 20:48:28 main:574] : INFO : Epoch 2034 | loss: 0.0311531 | val_loss: 0.0311607 | Time: 5323.93 ms
[2022-04-10 20:48:34 main:574] : INFO : Epoch 2035 | loss: 0.0311551 | val_loss: 0.0311648 | Time: 5334.64 ms
[2022-04-10 20:48:39 main:574] : INFO : Epoch 2036 | loss: 0.0311595 | val_loss: 0.0311706 | Time: 5324.79 ms
[2022-04-10 20:48:44 main:574] : INFO : Epoch 2037 | loss: 0.0311574 | val_loss: 0.031161 | Time: 5326.01 ms
[2022-04-10 20:48:50 main:574] : INFO : Epoch 2038 | loss: 0.0311556 | val_loss: 0.0311592 | Time: 5317.7 ms
[2022-04-10 20:48:55 main:574] : INFO : Epoch 2039 | loss: 0.0311518 | val_loss: 0.0311605 | Time: 5328 ms
[2022-04-10 20:49:00 main:574] : INFO : Epoch 2040 | loss: 0.0311516 | val_loss: 0.0311589 | Time: 5324.13 ms
[2022-04-10 20:49:06 main:574] : INFO : Epoch 2041 | loss: 0.0311496 | val_loss: 0.0311576 | Time: 5321.98 ms
[2022-04-10 20:49:11 main:574] : INFO : Epoch 2042 | loss: 0.0311484 | val_loss: 0.0311592 | Time: 5330.23 ms
[2022-04-10 20:49:16 main:574] : INFO : Epoch 2043 | loss: 0.0311502 | val_loss: 0.0311737 | Time: 5323.19 ms
[2022-04-10 20:49:22 main:574] : INFO : Epoch 2044 | loss: 0.0311518 | val_loss: 0.0311583 | Time: 5322.55 ms
[2022-04-10 20:49:27 main:574] : INFO : Epoch 2045 | loss: 0.0311523 | val_loss: 0.0311616 | Time: 5326.28 ms
[2022-04-10 20:49:32 main:574] : INFO : Epoch 2046 | loss: 0.0311507 | val_loss: 0.0311578 | Time: 5326.33 ms
[2022-04-10 20:49:38 main:574] : INFO : Epoch 2047 | loss: 0.0311495 | val_loss: 0.0311581 | Time: 5323.64 ms
[2022-04-10 20:49:43 main:574] : INFO : Epoch 2048 | loss: 0.0311482 | val_loss: 0.0311584 | Time: 5328.74 ms
[2022-04-10 20:49:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311584
[2022-04-10 20:49:43 main:603] : INFO : Saving end state to config to file
[2022-04-10 20:49:43 main:608] : INFO : Success, exiting..
20:49:43 (11272): 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)