Task 7171522
| Name | ParityModified-1630354058-11918-3_0 |
| Workunit | 4869713 |
| Created | 6 Sep 2021, 15:14:29 UTC |
| Sent | 6 Sep 2021, 18:02:42 UTC |
| Report deadline | 13 Sep 2021, 18:02:42 UTC |
| Received | 7 Sep 2021, 2:55:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11931 |
| Run time | 3 hours 4 min |
| CPU time | 2 hours 53 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,880.09 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311474 | val_loss: 0.0311564 | Time: 5225.09 ms
[2021-09-06 21:10:05 main:574] : INFO : Epoch 1543 | loss: 0.0311468 | val_loss: 0.0311546 | Time: 5323.61 ms
[2021-09-06 21:10:10 main:574] : INFO : Epoch 1544 | loss: 0.0311468 | val_loss: 0.0311571 | Time: 5315.8 ms
[2021-09-06 21:10:15 main:574] : INFO : Epoch 1545 | loss: 0.0311474 | val_loss: 0.0311586 | Time: 5309.42 ms
[2021-09-06 21:10:21 main:574] : INFO : Epoch 1546 | loss: 0.0311493 | val_loss: 0.0311664 | Time: 5198.88 ms
[2021-09-06 21:10:26 main:574] : INFO : Epoch 1547 | loss: 0.0311477 | val_loss: 0.0311602 | Time: 4972.51 ms
[2021-09-06 21:10:31 main:574] : INFO : Epoch 1548 | loss: 0.0311446 | val_loss: 0.0311655 | Time: 5198.17 ms
[2021-09-06 21:10:36 main:574] : INFO : Epoch 1549 | loss: 0.0311481 | val_loss: 0.0311609 | Time: 5230.45 ms
[2021-09-06 21:10:42 main:574] : INFO : Epoch 1550 | loss: 0.0311466 | val_loss: 0.0311577 | Time: 5314.83 ms
[2021-09-06 21:10:47 main:574] : INFO : Epoch 1551 | loss: 0.031143 | val_loss: 0.0311564 | Time: 5337.73 ms
[2021-09-06 21:10:52 main:574] : INFO : Epoch 1552 | loss: 0.0311422 | val_loss: 0.031163 | Time: 5496.22 ms
[2021-09-06 21:10:58 main:574] : INFO : Epoch 1553 | loss: 0.0311451 | val_loss: 0.0311586 | Time: 5227.65 ms
[2021-09-06 21:11:03 main:574] : INFO : Epoch 1554 | loss: 0.0311428 | val_loss: 0.0311573 | Time: 5155.6 ms
[2021-09-06 21:11:08 main:574] : INFO : Epoch 1555 | loss: 0.0311414 | val_loss: 0.0311568 | Time: 5100.23 ms
[2021-09-06 21:11:13 main:574] : INFO : Epoch 1556 | loss: 0.0311412 | val_loss: 0.0311588 | Time: 5258.44 ms
[2021-09-06 21:11:19 main:574] : INFO : Epoch 1557 | loss: 0.0311398 | val_loss: 0.0311581 | Time: 5403.14 ms
[2021-09-06 21:11:24 main:574] : INFO : Epoch 1558 | loss: 0.0311402 | val_loss: 0.0311591 | Time: 5376.22 ms
[2021-09-06 21:11:30 main:574] : INFO : Epoch 1559 | loss: 0.0311402 | val_loss: 0.0311582 | Time: 5363.43 ms
[2021-09-06 21:11:35 main:574] : INFO : Epoch 1560 | loss: 0.0311388 | val_loss: 0.0311571 | Time: 5140.5 ms
[2021-09-06 21:11:40 main:574] : INFO : Epoch 1561 | loss: 0.0311406 | val_loss: 0.0311585 | Time: 5211.21 ms
[2021-09-06 21:11:45 main:574] : INFO : Epoch 1562 | loss: 0.0311418 | val_loss: 0.0311682 | Time: 5209.27 ms
[2021-09-06 21:11:51 main:574] : INFO : Epoch 1563 | loss: 0.0311408 | val_loss: 0.0311612 | Time: 5308.97 ms
[2021-09-06 21:11:56 main:574] : INFO : Epoch 1564 | loss: 0.0311393 | val_loss: 0.0311602 | Time: 5234.94 ms
[2021-09-06 21:12:01 main:574] : INFO : Epoch 1565 | loss: 0.0311396 | val_loss: 0.0311624 | Time: 5260.69 ms
[2021-09-06 21:12:07 main:574] : INFO : Epoch 1566 | loss: 0.0311399 | val_loss: 0.0311591 | Time: 5241.35 ms
[2021-09-06 21:12:12 main:574] : INFO : Epoch 1567 | loss: 0.0311422 | val_loss: 0.0311611 | Time: 5190.62 ms
[2021-09-06 21:12:17 main:574] : INFO : Epoch 1568 | loss: 0.0311429 | val_loss: 0.031158 | Time: 5122.86 ms
[2021-09-06 21:12:22 main:574] : INFO : Epoch 1569 | loss: 0.0311421 | val_loss: 0.0311591 | Time: 5274.49 ms
[2021-09-06 21:12:28 main:574] : INFO : Epoch 1570 | loss: 0.0311423 | val_loss: 0.0311577 | Time: 5335.49 ms
[2021-09-06 21:12:33 main:574] : INFO : Epoch 1571 | loss: 0.0311401 | val_loss: 0.031156 | Time: 5132.82 ms
[2021-09-06 21:12:38 main:574] : INFO : Epoch 1572 | loss: 0.0311429 | val_loss: 0.0311556 | Time: 5284.81 ms
[2021-09-06 21:12:43 main:574] : INFO : Epoch 1573 | loss: 0.0311439 | val_loss: 0.0311565 | Time: 5190.18 ms
[2021-09-06 21:12:49 main:574] : INFO : Epoch 1574 | loss: 0.0311428 | val_loss: 0.0311557 | Time: 5371.99 ms
[2021-09-06 21:12:54 main:574] : INFO : Epoch 1575 | loss: 0.0311442 | val_loss: 0.0311568 | Time: 5241.97 ms
[2021-09-06 21:12:59 main:574] : INFO : Epoch 1576 | loss: 0.0311446 | val_loss: 0.0311595 | Time: 5354.3 ms
[2021-09-06 21:13:05 main:574] : INFO : Epoch 1577 | loss: 0.031145 | val_loss: 0.031158 | Time: 5320.06 ms
[2021-09-06 21:13:10 main:574] : INFO : Epoch 1578 | loss: 0.031146 | val_loss: 0.0311628 | Time: 5152.6 ms
[2021-09-06 21:13:15 main:574] : INFO : Epoch 1579 | loss: 0.0311437 | val_loss: 0.0311588 | Time: 5206.7 ms
[2021-09-06 21:13:21 main:574] : INFO : Epoch 1580 | loss: 0.0311422 | val_loss: 0.0311605 | Time: 5313.1 ms
[2021-09-06 21:13:26 main:574] : INFO : Epoch 1581 | loss: 0.0311409 | val_loss: 0.0311589 | Time: 5399.71 ms
[2021-09-06 21:13:31 main:574] : INFO : Epoch 1582 | loss: 0.0311411 | val_loss: 0.0311608 | Time: 5358.42 ms
[2021-09-06 21:13:37 main:574] : INFO : Epoch 1583 | loss: 0.0311413 | val_loss: 0.0311599 | Time: 5451.23 ms
[2021-09-06 21:13:42 main:574] : INFO : Epoch 1584 | loss: 0.0311414 | val_loss: 0.0311587 | Time: 5174.71 ms
[2021-09-06 21:13:47 main:574] : INFO : Epoch 1585 | loss: 0.0311404 | val_loss: 0.0311579 | Time: 5167.33 ms
[2021-09-06 21:13:52 main:574] : INFO : Epoch 1586 | loss: 0.0311402 | val_loss: 0.0311647 | Time: 5046.37 ms
[2021-09-06 21:13:58 main:574] : INFO : Epoch 1587 | loss: 0.0311441 | val_loss: 0.0311585 | Time: 5238.27 ms
[2021-09-06 21:14:03 main:574] : INFO : Epoch 1588 | loss: 0.0311412 | val_loss: 0.0311602 | Time: 5309.1 ms
[2021-09-06 21:14:08 main:574] : INFO : Epoch 1589 | loss: 0.0311413 | val_loss: 0.031159 | Time: 5292.96 ms
[2021-09-06 21:14:14 main:574] : INFO : Epoch 1590 | loss: 0.0311424 | val_loss: 0.0311586 | Time: 5387.52 ms
[2021-09-06 21:14:19 main:574] : INFO : Epoch 1591 | loss: 0.0311386 | val_loss: 0.0311582 | Time: 5146.3 ms
[2021-09-06 21:14:24 main:574] : INFO : Epoch 1592 | loss: 0.0311389 | val_loss: 0.0311589 | Time: 5322.19 ms
[2021-09-06 21:14:30 main:574] : INFO : Epoch 1593 | loss: 0.0311373 | val_loss: 0.0311612 | Time: 5181.6 ms
[2021-09-06 21:14:35 main:574] : INFO : Epoch 1594 | loss: 0.0311364 | val_loss: 0.0311603 | Time: 5173.22 ms
[2021-09-06 21:14:40 main:574] : INFO : Epoch 1595 | loss: 0.0311378 | val_loss: 0.031163 | Time: 5190.38 ms
[2021-09-06 21:14:45 main:574] : INFO : Epoch 1596 | loss: 0.0311368 | val_loss: 0.0311613 | Time: 5351.27 ms
[2021-09-06 21:14:51 main:574] : INFO : Epoch 1597 | loss: 0.0311383 | val_loss: 0.0311579 | Time: 5168.94 ms
[2021-09-06 21:14:56 main:574] : INFO : Epoch 1598 | loss: 0.0311381 | val_loss: 0.031163 | Time: 5215.65 ms
[2021-09-06 21:15:01 main:574] : INFO : Epoch 1599 | loss: 0.0311387 | val_loss: 0.0311599 | Time: 5316.01 ms
[2021-09-06 21:15:07 main:574] : INFO : Epoch 1600 | loss: 0.0311389 | val_loss: 0.0311572 | Time: 5590.09 ms
[2021-09-06 21:15:12 main:574] : INFO : Epoch 1601 | loss: 0.0311377 | val_loss: 0.0311617 | Time: 5189.6 ms
[2021-09-06 21:15:17 main:574] : INFO : Epoch 1602 | loss: 0.0311455 | val_loss: 0.0311609 | Time: 5309.44 ms
[2021-09-06 21:15:23 main:574] : INFO : Epoch 1603 | loss: 0.0311482 | val_loss: 0.0311645 | Time: 5248.88 ms
[2021-09-06 21:15:28 main:574] : INFO : Epoch 1604 | loss: 0.031149 | val_loss: 0.031163 | Time: 5327.7 ms
[2021-09-06 21:15:33 main:574] : INFO : Epoch 1605 | loss: 0.031153 | val_loss: 0.0311656 | Time: 5241.38 ms
[2021-09-06 21:15:38 main:574] : INFO : Epoch 1606 | loss: 0.0311558 | val_loss: 0.0311665 | Time: 5151.86 ms
[2021-09-06 21:15:44 main:574] : INFO : Epoch 1607 | loss: 0.0311592 | val_loss: 0.0311653 | Time: 5385.26 ms
[2021-09-06 21:15:49 main:574] : INFO : Epoch 1608 | loss: 0.0311595 | val_loss: 0.0311659 | Time: 5302.39 ms
[2021-09-06 21:15:55 main:574] : INFO : Epoch 1609 | loss: 0.031166 | val_loss: 0.0311708 | Time: 5313.04 ms
[2021-09-06 21:16:00 main:574] : INFO : Epoch 1610 | loss: 0.0311671 | val_loss: 0.0311679 | Time: 5313.33 ms
[2021-09-06 21:16:05 main:574] : INFO : Epoch 1611 | loss: 0.0311652 | val_loss: 0.0311689 | Time: 5257.76 ms
[2021-09-06 21:16:11 main:574] : INFO : Epoch 1612 | loss: 0.0311596 | val_loss: 0.0311623 | Time: 5188.13 ms
[2021-09-06 21:16:16 main:574] : INFO : Epoch 1613 | loss: 0.0311561 | val_loss: 0.0311624 | Time: 5331.66 ms
[2021-09-06 21:16:21 main:574] : INFO : Epoch 1614 | loss: 0.031155 | val_loss: 0.031166 | Time: 5329.11 ms
[2021-09-06 21:16:27 main:574] : INFO : Epoch 1615 | loss: 0.031158 | val_loss: 0.0311631 | Time: 5538.65 ms
[2021-09-06 21:16:32 main:574] : INFO : Epoch 1616 | loss: 0.031158 | val_loss: 0.0311604 | Time: 5354.18 ms
[2021-09-06 21:16:37 main:574] : INFO : Epoch 1617 | loss: 0.0311618 | val_loss: 0.031169 | Time: 5137.92 ms
[2021-09-06 21:16:43 main:574] : INFO : Epoch 1618 | loss: 0.0311632 | val_loss: 0.0311654 | Time: 5207.72 ms
[2021-09-06 21:16:48 main:574] : INFO : Epoch 1619 | loss: 0.0311598 | val_loss: 0.0311652 | Time: 5247.83 ms
[2021-09-06 21:16:53 main:574] : INFO : Epoch 1620 | loss: 0.0311578 | val_loss: 0.0311621 | Time: 5294.13 ms
[2021-09-06 21:16:59 main:574] : INFO : Epoch 1621 | loss: 0.0311569 | val_loss: 0.031164 | Time: 5227.29 ms
[2021-09-06 21:17:04 main:574] : INFO : Epoch 1622 | loss: 0.0311573 | val_loss: 0.0311646 | Time: 5370.4 ms
[2021-09-06 21:17:09 main:574] : INFO : Epoch 1623 | loss: 0.0311556 | val_loss: 0.0311654 | Time: 5293.13 ms
[2021-09-06 21:17:15 main:574] : INFO : Epoch 1624 | loss: 0.0311551 | val_loss: 0.0311664 | Time: 5258.62 ms
[2021-09-06 21:17:20 main:574] : INFO : Epoch 1625 | loss: 0.0311574 | val_loss: 0.0311722 | Time: 5359.78 ms
[2021-09-06 21:17:25 main:574] : INFO : Epoch 1626 | loss: 0.0311551 | val_loss: 0.031168 | Time: 5091.35 ms
[2021-09-06 21:17:30 main:574] : INFO : Epoch 1627 | loss: 0.0312323 | val_loss: 0.0319282 | Time: 5200.09 ms
[2021-09-06 21:17:36 main:574] : INFO : Epoch 1628 | loss: 0.0343722 | val_loss: 0.0317727 | Time: 5502.59 ms
[2021-09-06 21:17:41 main:574] : INFO : Epoch 1629 | loss: 0.0338649 | val_loss: 0.0333929 | Time: 5417.7 ms
[2021-09-06 21:17:47 main:574] : INFO : Epoch 1630 | loss: 0.0320951 | val_loss: 0.031498 | Time: 5504.92 ms
[2021-09-06 21:17:52 main:574] : INFO : Epoch 1631 | loss: 0.0313254 | val_loss: 0.0312714 | Time: 5475.38 ms
[2021-09-06 21:17:58 main:574] : INFO : Epoch 1632 | loss: 0.0312325 | val_loss: 0.031215 | Time: 5091.34 ms
[2021-09-06 21:18:03 main:574] : INFO : Epoch 1633 | loss: 0.0312043 | val_loss: 0.0311956 | Time: 5155.47 ms
[2021-09-06 21:18:08 main:574] : INFO : Epoch 1634 | loss: 0.031189 | val_loss: 0.0311874 | Time: 5372.39 ms
[2021-09-06 21:18:14 main:574] : INFO : Epoch 1635 | loss: 0.0311836 | val_loss: 0.0311835 | Time: 5283.93 ms
[2021-09-06 21:18:19 main:574] : INFO : Epoch 1636 | loss: 0.0311728 | val_loss: 0.0311715 | Time: 5267.6 ms
[2021-09-06 21:18:24 main:574] : INFO : Epoch 1637 | loss: 0.0311632 | val_loss: 0.031165 | Time: 5359.44 ms
[2021-09-06 21:18:30 main:574] : INFO : Epoch 1638 | loss: 0.0311565 | val_loss: 0.0311658 | Time: 5437.43 ms
[2021-09-06 21:18:35 main:574] : INFO : Epoch 1639 | loss: 0.0311559 | val_loss: 0.0311623 | Time: 5183.29 ms
[2021-09-06 21:18:40 main:574] : INFO : Epoch 1640 | loss: 0.0311542 | val_loss: 0.0311618 | Time: 5156.94 ms
[2021-09-06 21:18:45 main:574] : INFO : Epoch 1641 | loss: 0.0311548 | val_loss: 0.0311634 | Time: 5016.86 ms
[2021-09-06 21:18:51 main:574] : INFO : Epoch 1642 | loss: 0.0311549 | val_loss: 0.0311637 | Time: 5386.12 ms
[2021-09-06 21:18:56 main:574] : INFO : Epoch 1643 | loss: 0.0311548 | val_loss: 0.0311626 | Time: 5475.8 ms
[2021-09-06 21:19:02 main:574] : INFO : Epoch 1644 | loss: 0.031155 | val_loss: 0.0311647 | Time: 5472.1 ms
[2021-09-06 21:19:07 main:574] : INFO : Epoch 1645 | loss: 0.0311518 | val_loss: 0.0311621 | Time: 5375.55 ms
[2021-09-06 21:19:12 main:574] : INFO : Epoch 1646 | loss: 0.0311506 | val_loss: 0.0311628 | Time: 5273.74 ms
[2021-09-06 21:19:18 main:574] : INFO : Epoch 1647 | loss: 0.0311505 | val_loss: 0.0311646 | Time: 5134.56 ms
[2021-09-06 21:19:23 main:574] : INFO : Epoch 1648 | loss: 0.0311509 | val_loss: 0.0311615 | Time: 4908.59 ms
[2021-09-06 21:19:28 main:574] : INFO : Epoch 1649 | loss: 0.0311515 | val_loss: 0.0311639 | Time: 5201.64 ms
[2021-09-06 21:19:33 main:574] : INFO : Epoch 1650 | loss: 0.0311512 | val_loss: 0.0311615 | Time: 5342.68 ms
[2021-09-06 21:19:39 main:574] : INFO : Epoch 1651 | loss: 0.0311495 | val_loss: 0.0311622 | Time: 5396.31 ms
[2021-09-06 21:19:44 main:574] : INFO : Epoch 1652 | loss: 0.0311516 | val_loss: 0.0311614 | Time: 5410.15 ms
[2021-09-06 21:19:50 main:574] : INFO : Epoch 1653 | loss: 0.0311524 | val_loss: 0.0311626 | Time: 5353.22 ms
[2021-09-06 21:19:55 main:574] : INFO : Epoch 1654 | loss: 0.0311517 | val_loss: 0.0311611 | Time: 5273.8 ms
[2021-09-06 21:20:00 main:574] : INFO : Epoch 1655 | loss: 0.0311516 | val_loss: 0.0311615 | Time: 5200.04 ms
[2021-09-06 21:20:05 main:574] : INFO : Epoch 1656 | loss: 0.0311543 | val_loss: 0.0311692 | Time: 5103.35 ms
[2021-09-06 21:20:11 main:574] : INFO : Epoch 1657 | loss: 0.0311549 | val_loss: 0.031162 | Time: 5384.69 ms
[2021-09-06 21:20:16 main:574] : INFO : Epoch 1658 | loss: 0.0311495 | val_loss: 0.0311584 | Time: 5381.85 ms
[2021-09-06 21:20:21 main:574] : INFO : Epoch 1659 | loss: 0.0311482 | val_loss: 0.0311577 | Time: 5172.53 ms
[2021-09-06 21:20:27 main:574] : INFO : Epoch 1660 | loss: 0.0311478 | val_loss: 0.0311587 | Time: 5158.5 ms
[2021-09-06 21:20:32 main:574] : INFO : Epoch 1661 | loss: 0.0311463 | val_loss: 0.0311593 | Time: 5241.15 ms
[2021-09-06 21:20:37 main:574] : INFO : Epoch 1662 | loss: 0.0311459 | val_loss: 0.0311595 | Time: 5408.24 ms
[2021-09-06 21:20:43 main:574] : INFO : Epoch 1663 | loss: 0.0311461 | val_loss: 0.0311578 | Time: 5236.69 ms
[2021-09-06 21:20:48 main:574] : INFO : Epoch 1664 | loss: 0.0311467 | val_loss: 0.0311591 | Time: 5349.91 ms
[2021-09-06 21:20:53 main:574] : INFO : Epoch 1665 | loss: 0.0311481 | val_loss: 0.0311567 | Time: 5186.21 ms
[2021-09-06 21:20:58 main:574] : INFO : Epoch 1666 | loss: 0.0311477 | val_loss: 0.0311575 | Time: 5293.07 ms
[2021-09-06 21:21:04 main:574] : INFO : Epoch 1667 | loss: 0.0311485 | val_loss: 0.0311607 | Time: 5194.89 ms
[2021-09-06 21:21:09 main:574] : INFO : Epoch 1668 | loss: 0.0311512 | val_loss: 0.0311589 | Time: 5393.15 ms
[2021-09-06 21:21:15 main:574] : INFO : Epoch 1669 | loss: 0.0311517 | val_loss: 0.0311592 | Time: 5586.52 ms
[2021-09-06 21:21:20 main:574] : INFO : Epoch 1670 | loss: 0.0311493 | val_loss: 0.0311583 | Time: 5329.02 ms
[2021-09-06 21:21:25 main:574] : INFO : Epoch 1671 | loss: 0.0311485 | val_loss: 0.0311619 | Time: 5203.71 ms
[2021-09-06 21:21:31 main:574] : INFO : Epoch 1672 | loss: 0.0311486 | val_loss: 0.0311569 | Time: 5356.33 ms
[2021-09-06 21:21:36 main:574] : INFO : Epoch 1673 | loss: 0.0311474 | val_loss: 0.0311581 | Time: 5355.99 ms
[2021-09-06 21:21:42 main:574] : INFO : Epoch 1674 | loss: 0.0311462 | val_loss: 0.031158 | Time: 5304.95 ms
[2021-09-06 21:21:47 main:574] : INFO : Epoch 1675 | loss: 0.0311455 | val_loss: 0.0311601 | Time: 5246.69 ms
[2021-09-06 21:21:52 main:574] : INFO : Epoch 1676 | loss: 0.0311485 | val_loss: 0.0311626 | Time: 5260.87 ms
[2021-09-06 21:21:57 main:574] : INFO : Epoch 1677 | loss: 0.0311481 | val_loss: 0.0311594 | Time: 5320.62 ms
[2021-09-06 21:22:03 main:574] : INFO : Epoch 1678 | loss: 0.0311464 | val_loss: 0.0311649 | Time: 5257.17 ms
[2021-09-06 21:22:08 main:574] : INFO : Epoch 1679 | loss: 0.0311467 | val_loss: 0.0311615 | Time: 5167.01 ms
[2021-09-06 21:22:13 main:574] : INFO : Epoch 1680 | loss: 0.0311459 | val_loss: 0.0311624 | Time: 5372.87 ms
[2021-09-06 21:22:19 main:574] : INFO : Epoch 1681 | loss: 0.031146 | val_loss: 0.0311637 | Time: 5196.64 ms
[2021-09-06 21:22:24 main:574] : INFO : Epoch 1682 | loss: 0.0311449 | val_loss: 0.0311602 | Time: 5130.41 ms
[2021-09-06 21:22:29 main:574] : INFO : Epoch 1683 | loss: 0.0311443 | val_loss: 0.0311613 | Time: 5213.92 ms
[2021-09-06 21:22:35 main:574] : INFO : Epoch 1684 | loss: 0.031145 | val_loss: 0.0311615 | Time: 5452.57 ms
[2021-09-06 21:22:40 main:574] : INFO : Epoch 1685 | loss: 0.0311449 | val_loss: 0.0311626 | Time: 5307.38 ms
[2021-09-06 21:22:45 main:574] : INFO : Epoch 1686 | loss: 0.031145 | val_loss: 0.031161 | Time: 5209.93 ms
[2021-09-06 21:22:50 main:574] : INFO : Epoch 1687 | loss: 0.0311435 | val_loss: 0.0311614 | Time: 5095.79 ms
[2021-09-06 21:22:55 main:574] : INFO : Epoch 1688 | loss: 0.0311424 | val_loss: 0.0311631 | Time: 5077.51 ms
[2021-09-06 21:23:01 main:574] : INFO : Epoch 1689 | loss: 0.0311427 | val_loss: 0.0311603 | Time: 5463.93 ms
[2021-09-06 21:23:06 main:574] : INFO : Epoch 1690 | loss: 0.0311432 | val_loss: 0.031161 | Time: 5412.2 ms
[2021-09-06 21:23:12 main:574] : INFO : Epoch 1691 | loss: 0.0311432 | val_loss: 0.0311616 | Time: 5495.82 ms
[2021-09-06 21:23:17 main:574] : INFO : Epoch 1692 | loss: 0.0311431 | val_loss: 0.0311635 | Time: 5326.01 ms
[2021-09-06 21:23:23 main:574] : INFO : Epoch 1693 | loss: 0.0311429 | val_loss: 0.031162 | Time: 5253.32 ms
[2021-09-06 21:23:28 main:574] : INFO : Epoch 1694 | loss: 0.0311423 | val_loss: 0.0311612 | Time: 5150.46 ms
[2021-09-06 21:23:33 main:574] : INFO : Epoch 1695 | loss: 0.031142 | val_loss: 0.0311634 | Time: 5108.88 ms
[2021-09-06 21:23:38 main:574] : INFO : Epoch 1696 | loss: 0.0311435 | val_loss: 0.0311663 | Time: 5194.14 ms
[2021-09-06 21:23:44 main:574] : INFO : Epoch 1697 | loss: 0.0311444 | val_loss: 0.0311643 | Time: 5298.93 ms
[2021-09-06 21:23:49 main:574] : INFO : Epoch 1698 | loss: 0.0311439 | val_loss: 0.0311621 | Time: 5407.24 ms
[2021-09-06 21:23:54 main:574] : INFO : Epoch 1699 | loss: 0.031142 | val_loss: 0.031163 | Time: 5308.88 ms
[2021-09-06 21:24:00 main:574] : INFO : Epoch 1700 | loss: 0.0311442 | val_loss: 0.0311607 | Time: 5254.66 ms
[2021-09-06 21:24:05 main:574] : INFO : Epoch 1701 | loss: 0.031144 | val_loss: 0.0311613 | Time: 5149.76 ms
[2021-09-06 21:24:10 main:574] : INFO : Epoch 1702 | loss: 0.0311425 | val_loss: 0.0311612 | Time: 5195.25 ms
[2021-09-06 21:24:15 main:574] : INFO : Epoch 1703 | loss: 0.0311413 | val_loss: 0.0311636 | Time: 5383.16 ms
[2021-09-06 21:24:21 main:574] : INFO : Epoch 1704 | loss: 0.0311429 | val_loss: 0.0311671 | Time: 5334.69 ms
[2021-09-06 21:24:26 main:574] : INFO : Epoch 1705 | loss: 0.0311438 | val_loss: 0.0311623 | Time: 5310.38 ms
[2021-09-06 21:24:31 main:574] : INFO : Epoch 1706 | loss: 0.0311426 | val_loss: 0.0311642 | Time: 5158.21 ms
[2021-09-06 21:24:37 main:574] : INFO : Epoch 1707 | loss: 0.0311419 | val_loss: 0.0311607 | Time: 5439.24 ms
[2021-09-06 21:24:42 main:574] : INFO : Epoch 1708 | loss: 0.031143 | val_loss: 0.0311624 | Time: 5395.16 ms
[2021-09-06 21:24:48 main:574] : INFO : Epoch 1709 | loss: 0.031145 | val_loss: 0.0311627 | Time: 5245.55 ms
[2021-09-06 21:24:53 main:574] : INFO : Epoch 1710 | loss: 0.031144 | val_loss: 0.0311631 | Time: 5346.05 ms
[2021-09-06 21:24:58 main:574] : INFO : Epoch 1711 | loss: 0.0311453 | val_loss: 0.0311613 | Time: 5316.88 ms
[2021-09-06 21:25:04 main:574] : INFO : Epoch 1712 | loss: 0.0311447 | val_loss: 0.031161 | Time: 5395.6 ms
[2021-09-06 21:25:09 main:574] : INFO : Epoch 1713 | loss: 0.0311421 | val_loss: 0.0311597 | Time: 5264.09 ms
[2021-09-06 21:25:14 main:574] : INFO : Epoch 1714 | loss: 0.0311422 | val_loss: 0.0311624 | Time: 5317.05 ms
[2021-09-06 21:25:20 main:574] : INFO : Epoch 1715 | loss: 0.0311415 | val_loss: 0.0311619 | Time: 5204.1 ms
[2021-09-06 21:25:25 main:574] : INFO : Epoch 1716 | loss: 0.0311406 | val_loss: 0.0311625 | Time: 5202.54 ms
[2021-09-06 21:25:30 main:574] : INFO : Epoch 1717 | loss: 0.0311401 | val_loss: 0.0311688 | Time: 5335.09 ms
[2021-09-06 21:25:36 main:574] : INFO : Epoch 1718 | loss: 0.0311412 | val_loss: 0.0311657 | Time: 5317.3 ms
[2021-09-06 21:25:41 main:574] : INFO : Epoch 1719 | loss: 0.0311412 | val_loss: 0.0311634 | Time: 5292.52 ms
[2021-09-06 21:25:46 main:574] : INFO : Epoch 1720 | loss: 0.0311406 | val_loss: 0.0311639 | Time: 5414.66 ms
[2021-09-06 21:25:52 main:574] : INFO : Epoch 1721 | loss: 0.0311405 | val_loss: 0.031163 | Time: 5179.67 ms
[2021-09-06 21:25:57 main:574] : INFO : Epoch 1722 | loss: 0.03114 | val_loss: 0.031165 | Time: 5229.84 ms
[2021-09-06 21:26:02 main:574] : INFO : Epoch 1723 | loss: 0.0311422 | val_loss: 0.031164 | Time: 5332.89 ms
[2021-09-06 21:26:08 main:574] : INFO : Epoch 1724 | loss: 0.0311407 | val_loss: 0.0311638 | Time: 5378.27 ms
[2021-09-06 21:26:13 main:574] : INFO : Epoch 1725 | loss: 0.0311401 | val_loss: 0.0311612 | Time: 5279.11 ms
[2021-09-06 21:26:18 main:574] : INFO : Epoch 1726 | loss: 0.0311396 | val_loss: 0.0311627 | Time: 5258.38 ms
[2021-09-06 21:26:24 main:574] : INFO : Epoch 1727 | loss: 0.0311402 | val_loss: 0.0311605 | Time: 5167.84 ms
[2021-09-06 21:26:29 main:574] : INFO : Epoch 1728 | loss: 0.0311417 | val_loss: 0.0311619 | Time: 5408.63 ms
[2021-09-06 21:26:34 main:574] : INFO : Epoch 1729 | loss: 0.0311419 | val_loss: 0.0311607 | Time: 5268.16 ms
[2021-09-06 21:26:40 main:574] : INFO : Epoch 1730 | loss: 0.0311412 | val_loss: 0.031159 | Time: 5296.64 ms
[2021-09-06 21:26:45 main:574] : INFO : Epoch 1731 | loss: 0.0311407 | val_loss: 0.0311633 | Time: 5441.65 ms
[2021-09-06 21:26:51 main:574] : INFO : Epoch 1732 | loss: 0.0311422 | val_loss: 0.0311635 | Time: 5276.21 ms
[2021-09-06 21:26:56 main:574] : INFO : Epoch 1733 | loss: 0.0311434 | val_loss: 0.0311613 | Time: 5449.38 ms
[2021-09-06 21:27:01 main:574] : INFO : Epoch 1734 | loss: 0.0311425 | val_loss: 0.0311621 | Time: 5183.95 ms
[2021-09-06 21:27:06 main:574] : INFO : Epoch 1735 | loss: 0.0311412 | val_loss: 0.0311619 | Time: 5213.2 ms
[2021-09-06 21:27:12 main:574] : INFO : Epoch 1736 | loss: 0.0311422 | val_loss: 0.0311627 | Time: 5300.02 ms
[2021-09-06 21:27:17 main:574] : INFO : Epoch 1737 | loss: 0.0311436 | val_loss: 0.0311615 | Time: 5423.2 ms
[2021-09-06 21:27:23 main:574] : INFO : Epoch 1738 | loss: 0.0311467 | val_loss: 0.0311641 | Time: 5284.88 ms
[2021-09-06 21:27:28 main:574] : INFO : Epoch 1739 | loss: 0.0311472 | val_loss: 0.0311641 | Time: 5463.58 ms
[2021-09-06 21:27:33 main:574] : INFO : Epoch 1740 | loss: 0.0311476 | val_loss: 0.0311638 | Time: 5286.2 ms
[2021-09-06 21:27:39 main:574] : INFO : Epoch 1741 | loss: 0.0311489 | val_loss: 0.0311704 | Time: 5270.73 ms
[2021-09-06 21:27:44 main:574] : INFO : Epoch 1742 | loss: 0.0311542 | val_loss: 0.0311633 | Time: 5158 ms
[2021-09-06 21:27:49 main:574] : INFO : Epoch 1743 | loss: 0.0311513 | val_loss: 0.0311632 | Time: 5428.46 ms
[2021-09-06 21:27:55 main:574] : INFO : Epoch 1744 | loss: 0.0311487 | val_loss: 0.0311606 | Time: 5274.39 ms
[2021-09-06 21:28:00 main:574] : INFO : Epoch 1745 | loss: 0.0311468 | val_loss: 0.0311589 | Time: 5314.53 ms
[2021-09-06 21:28:06 main:574] : INFO : Epoch 1746 | loss: 0.0311451 | val_loss: 0.031162 | Time: 5422.38 ms
[2021-09-06 21:28:11 main:574] : INFO : Epoch 1747 | loss: 0.0311437 | val_loss: 0.0311625 | Time: 5435.84 ms
[2021-09-06 21:28:16 main:574] : INFO : Epoch 1748 | loss: 0.0311453 | val_loss: 0.0311642 | Time: 5205.61 ms
[2021-09-06 21:28:21 main:574] : INFO : Epoch 1749 | loss: 0.0311444 | val_loss: 0.0311653 | Time: 5117.01 ms
[2021-09-06 21:28:27 main:574] : INFO : Epoch 1750 | loss: 0.031147 | val_loss: 0.0311624 | Time: 5163.88 ms
[2021-09-06 21:28:32 main:574] : INFO : Epoch 1751 | loss: 0.0311464 | val_loss: 0.031163 | Time: 5300.29 ms
[2021-09-06 21:28:38 main:574] : INFO : Epoch 1752 | loss: 0.0311458 | val_loss: 0.0311637 | Time: 5577.2 ms
[2021-09-06 21:28:43 main:574] : INFO : Epoch 1753 | loss: 0.0311456 | val_loss: 0.0311622 | Time: 5421.14 ms
[2021-09-06 21:28:49 main:574] : INFO : Epoch 1754 | loss: 0.0311456 | val_loss: 0.0311624 | Time: 5432.62 ms
[2021-09-06 21:28:54 main:574] : INFO : Epoch 1755 | loss: 0.031146 | val_loss: 0.0311605 | Time: 5333.91 ms
[2021-09-06 21:29:00 main:574] : INFO : Epoch 1756 | loss: 0.0311436 | val_loss: 0.0311619 | Time: 5570.87 ms
[2021-09-06 21:29:05 main:574] : INFO : Epoch 1757 | loss: 0.031143 | val_loss: 0.0311617 | Time: 5205.98 ms
[2021-09-06 21:29:10 main:574] : INFO : Epoch 1758 | loss: 0.031143 | val_loss: 0.0311625 | Time: 5134.31 ms
[2021-09-06 21:29:15 main:574] : INFO : Epoch 1759 | loss: 0.0311431 | val_loss: 0.0311609 | Time: 5229.93 ms
[2021-09-06 21:29:21 main:574] : INFO : Epoch 1760 | loss: 0.0311438 | val_loss: 0.0311607 | Time: 5285.31 ms
[2021-09-06 21:29:26 main:574] : INFO : Epoch 1761 | loss: 0.0311475 | val_loss: 0.0311617 | Time: 5451.15 ms
[2021-09-06 21:29:32 main:574] : INFO : Epoch 1762 | loss: 0.0311486 | val_loss: 0.0311604 | Time: 5488.18 ms
[2021-09-06 21:29:37 main:574] : INFO : Epoch 1763 | loss: 0.0311476 | val_loss: 0.0311583 | Time: 5248.55 ms
[2021-09-06 21:29:42 main:574] : INFO : Epoch 1764 | loss: 0.0311471 | val_loss: 0.0311618 | Time: 5142.97 ms
[2021-09-06 21:29:47 main:574] : INFO : Epoch 1765 | loss: 0.0311471 | val_loss: 0.0311604 | Time: 5195.93 ms
[2021-09-06 21:29:53 main:574] : INFO : Epoch 1766 | loss: 0.031146 | val_loss: 0.03116 | Time: 5433.48 ms
[2021-09-06 21:29:58 main:574] : INFO : Epoch 1767 | loss: 0.0311467 | val_loss: 0.0311592 | Time: 5270.07 ms
[2021-09-06 21:30:03 main:574] : INFO : Epoch 1768 | loss: 0.0311466 | val_loss: 0.0311601 | Time: 5257.83 ms
[2021-09-06 21:30:09 main:574] : INFO : Epoch 1769 | loss: 0.0311449 | val_loss: 0.031157 | Time: 5386.39 ms
[2021-09-06 21:30:14 main:574] : INFO : Epoch 1770 | loss: 0.0311448 | val_loss: 0.031165 | Time: 5463.28 ms
[2021-09-06 21:30:19 main:574] : INFO : Epoch 1771 | loss: 0.0311476 | val_loss: 0.0311707 | Time: 4967.7 ms
[2021-09-06 21:30:24 main:574] : INFO : Epoch 1772 | loss: 0.0311476 | val_loss: 0.0311601 | Time: 5113.36 ms
[2021-09-06 21:30:30 main:574] : INFO : Epoch 1773 | loss: 0.031143 | val_loss: 0.0311627 | Time: 5180.29 ms
[2021-09-06 21:30:35 main:574] : INFO : Epoch 1774 | loss: 0.0311446 | val_loss: 0.0311618 | Time: 5292.34 ms
[2021-09-06 21:30:41 main:574] : INFO : Epoch 1775 | loss: 0.0311437 | val_loss: 0.0311612 | Time: 5446.2 ms
[2021-09-06 21:30:46 main:574] : INFO : Epoch 1776 | loss: 0.0311455 | val_loss: 0.0311597 | Time: 5457.39 ms
[2021-09-06 21:30:51 main:574] : INFO : Epoch 1777 | loss: 0.0311458 | val_loss: 0.0311588 | Time: 5343.01 ms
[2021-09-06 21:30:57 main:574] : INFO : Epoch 1778 | loss: 0.0311422 | val_loss: 0.0311561 | Time: 5346.63 ms
[2021-09-06 21:31:02 main:574] : INFO : Epoch 1779 | loss: 0.0311427 | val_loss: 0.0311565 | Time: 5453.62 ms
[2021-09-06 21:31:07 main:574] : INFO : Epoch 1780 | loss: 0.0311435 | val_loss: 0.0311579 | Time: 5086.78 ms
[2021-09-06 21:31:13 main:574] : INFO : Epoch 1781 | loss: 0.0311446 | val_loss: 0.0311596 | Time: 5207.93 ms
[2021-09-06 21:31:18 main:574] : INFO : Epoch 1782 | loss: 0.0311446 | val_loss: 0.0311601 | Time: 5418.34 ms
[2021-09-06 21:31:24 main:574] : INFO : Epoch 1783 | loss: 0.0311438 | val_loss: 0.0311623 | Time: 5377.68 ms
[2021-09-06 21:31:29 main:574] : INFO : Epoch 1784 | loss: 0.0311433 | val_loss: 0.0311655 | Time: 5193.26 ms
[2021-09-06 21:31:34 main:574] : INFO : Epoch 1785 | loss: 0.0311434 | val_loss: 0.03116 | Time: 5227.61 ms
[2021-09-06 21:31:39 main:574] : INFO : Epoch 1786 | loss: 0.0311419 | val_loss: 0.0311607 | Time: 5068.91 ms
[2021-09-06 21:31:44 main:574] : INFO : Epoch 1787 | loss: 0.0311434 | val_loss: 0.0311592 | Time: 5220.71 ms
[2021-09-06 21:31:50 main:574] : INFO : Epoch 1788 | loss: 0.0311442 | val_loss: 0.031161 | Time: 5509.62 ms
[2021-09-06 21:31:55 main:574] : INFO : Epoch 1789 | loss: 0.0311431 | val_loss: 0.0311571 | Time: 5397.74 ms
[2021-09-06 21:32:01 main:574] : INFO : Epoch 1790 | loss: 0.0311424 | val_loss: 0.0311592 | Time: 5403.72 ms
[2021-09-06 21:32:06 main:574] : INFO : Epoch 1791 | loss: 0.0311438 | val_loss: 0.0311598 | Time: 5475.63 ms
[2021-09-06 21:32:12 main:574] : INFO : Epoch 1792 | loss: 0.0311432 | val_loss: 0.0311615 | Time: 5124.48 ms
[2021-09-06 21:32:17 main:574] : INFO : Epoch 1793 | loss: 0.0311434 | val_loss: 0.0311633 | Time: 5310.19 ms
[2021-09-06 21:32:22 main:574] : INFO : Epoch 1794 | loss: 0.0311424 | val_loss: 0.0311591 | Time: 5165.38 ms
[2021-09-06 21:32:27 main:574] : INFO : Epoch 1795 | loss: 0.0311412 | val_loss: 0.0311592 | Time: 5211.6 ms
[2021-09-06 21:32:33 main:574] : INFO : Epoch 1796 | loss: 0.0311407 | val_loss: 0.0311571 | Time: 5334.57 ms
[2021-09-06 21:32:38 main:574] : INFO : Epoch 1797 | loss: 0.0311406 | val_loss: 0.0311575 | Time: 5281.19 ms
[2021-09-06 21:32:43 main:574] : INFO : Epoch 1798 | loss: 0.0311406 | val_loss: 0.0311572 | Time: 5187.48 ms
[2021-09-06 21:32:49 main:574] : INFO : Epoch 1799 | loss: 0.0311416 | val_loss: 0.0311557 | Time: 5286.11 ms
[2021-09-06 21:32:54 main:574] : INFO : Epoch 1800 | loss: 0.0311416 | val_loss: 0.0311554 | Time: 5336.32 ms
[2021-09-06 21:32:59 main:574] : INFO : Epoch 1801 | loss: 0.0311439 | val_loss: 0.0311598 | Time: 5319.59 ms
[2021-09-06 21:33:05 main:574] : INFO : Epoch 1802 | loss: 0.031148 | val_loss: 0.0311588 | Time: 5267.94 ms
[2021-09-06 21:33:10 main:574] : INFO : Epoch 1803 | loss: 0.0311502 | val_loss: 0.0311591 | Time: 5359.52 ms
[2021-09-06 21:33:15 main:574] : INFO : Epoch 1804 | loss: 0.0311497 | val_loss: 0.0311587 | Time: 5305.4 ms
[2021-09-06 21:33:21 main:574] : INFO : Epoch 1805 | loss: 0.0311469 | val_loss: 0.0311597 | Time: 5477.61 ms
[2021-09-06 21:33:26 main:574] : INFO : Epoch 1806 | loss: 0.0311474 | val_loss: 0.0311576 | Time: 5530.05 ms
[2021-09-06 21:33:32 main:574] : INFO : Epoch 1807 | loss: 0.0311453 | val_loss: 0.0311573 | Time: 5377.61 ms
[2021-09-06 21:33:37 main:574] : INFO : Epoch 1808 | loss: 0.031146 | val_loss: 0.0311582 | Time: 5202.67 ms
[2021-09-06 21:33:43 main:574] : INFO : Epoch 1809 | loss: 0.0311443 | val_loss: 0.0311566 | Time: 5348.69 ms
[2021-09-06 21:33:48 main:574] : INFO : Epoch 1810 | loss: 0.0311466 | val_loss: 0.0311557 | Time: 5178.65 ms
[2021-09-06 21:33:53 main:574] : INFO : Epoch 1811 | loss: 0.0311472 | val_loss: 0.03116 | Time: 5468.28 ms
[2021-09-06 21:33:59 main:574] : INFO : Epoch 1812 | loss: 0.0311465 | val_loss: 0.0311591 | Time: 5363.4 ms
[2021-09-06 21:34:04 main:574] : INFO : Epoch 1813 | loss: 0.0311446 | val_loss: 0.0311612 | Time: 5213.81 ms
[2021-09-06 21:34:09 main:574] : INFO : Epoch 1814 | loss: 0.0311442 | val_loss: 0.031158 | Time: 5389.09 ms
[2021-09-06 21:34:15 main:574] : INFO : Epoch 1815 | loss: 0.0311433 | val_loss: 0.0311565 | Time: 5211.45 ms
[2021-09-06 21:34:20 main:574] : INFO : Epoch 1816 | loss: 0.0311449 | val_loss: 0.0311579 | Time: 5209.19 ms
[2021-09-06 21:34:25 main:574] : INFO : Epoch 1817 | loss: 0.0311463 | val_loss: 0.0311542 | Time: 5235.71 ms
[2021-09-06 21:34:31 main:574] : INFO : Epoch 1818 | loss: 0.0311462 | val_loss: 0.031154 | Time: 5358.11 ms
[2021-09-06 21:34:36 main:574] : INFO : Epoch 1819 | loss: 0.0311447 | val_loss: 0.031155 | Time: 5234.76 ms
[2021-09-06 21:34:41 main:574] : INFO : Epoch 1820 | loss: 0.0311416 | val_loss: 0.0311534 | Time: 5313.08 ms
[2021-09-06 21:34:47 main:574] : INFO : Epoch 1821 | loss: 0.0311406 | val_loss: 0.0311524 | Time: 5352.62 ms
[2021-09-06 21:34:52 main:574] : INFO : Epoch 1822 | loss: 0.0311409 | val_loss: 0.0311558 | Time: 5252.53 ms
[2021-09-06 21:34:57 main:574] : INFO : Epoch 1823 | loss: 0.031141 | val_loss: 0.0311537 | Time: 5336.15 ms
[2021-09-06 21:35:03 main:574] : INFO : Epoch 1824 | loss: 0.0311396 | val_loss: 0.0311572 | Time: 5354.31 ms
[2021-09-06 21:35:08 main:574] : INFO : Epoch 1825 | loss: 0.0311402 | val_loss: 0.031155 | Time: 5231.33 ms
[2021-09-06 21:35:13 main:574] : INFO : Epoch 1826 | loss: 0.0311397 | val_loss: 0.0311532 | Time: 5389.94 ms
[2021-09-06 21:35:19 main:574] : INFO : Epoch 1827 | loss: 0.0311426 | val_loss: 0.031155 | Time: 5188.39 ms
[2021-09-06 21:35:24 main:574] : INFO : Epoch 1828 | loss: 0.031143 | val_loss: 0.031156 | Time: 5096.59 ms
[2021-09-06 21:35:29 main:574] : INFO : Epoch 1829 | loss: 0.0311442 | val_loss: 0.0311554 | Time: 5190.28 ms
[2021-09-06 21:35:34 main:574] : INFO : Epoch 1830 | loss: 0.0311425 | val_loss: 0.031156 | Time: 5393.92 ms
[2021-09-06 21:35:40 main:574] : INFO : Epoch 1831 | loss: 0.0311401 | val_loss: 0.0311547 | Time: 5397.85 ms
[2021-09-06 21:35:45 main:574] : INFO : Epoch 1832 | loss: 0.0311395 | val_loss: 0.0311532 | Time: 5400.78 ms
[2021-09-06 21:35:50 main:574] : INFO : Epoch 1833 | loss: 0.03114 | val_loss: 0.0311531 | Time: 5132.8 ms
[2021-09-06 21:35:55 main:574] : INFO : Epoch 1834 | loss: 0.0311425 | val_loss: 0.0311546 | Time: 5037.64 ms
[2021-09-06 21:36:01 main:574] : INFO : Epoch 1835 | loss: 0.0311414 | val_loss: 0.0311527 | Time: 5373.59 ms
[2021-09-06 21:36:06 main:574] : INFO : Epoch 1836 | loss: 0.0311397 | val_loss: 0.0311525 | Time: 5263.4 ms
[2021-09-06 21:36:12 main:574] : INFO : Epoch 1837 | loss: 0.0311401 | val_loss: 0.0311542 | Time: 5326.29 ms
[2021-09-06 21:36:17 main:574] : INFO : Epoch 1838 | loss: 0.0311415 | val_loss: 0.0311558 | Time: 5318.83 ms
[2021-09-06 21:36:22 main:574] : INFO : Epoch 1839 | loss: 0.0311415 | val_loss: 0.0311553 | Time: 5372.7 ms
[2021-09-06 21:36:28 main:574] : INFO : Epoch 1840 | loss: 0.0311429 | val_loss: 0.0311552 | Time: 5172.04 ms
[2021-09-06 21:36:33 main:574] : INFO : Epoch 1841 | loss: 0.0311439 | val_loss: 0.0311672 | Time: 5108.1 ms
[2021-09-06 21:36:38 main:574] : INFO : Epoch 1842 | loss: 0.0311449 | val_loss: 0.0311552 | Time: 5148.97 ms
[2021-09-06 21:36:43 main:574] : INFO : Epoch 1843 | loss: 0.0311427 | val_loss: 0.0311538 | Time: 5346.48 ms
[2021-09-06 21:36:49 main:574] : INFO : Epoch 1844 | loss: 0.0311405 | val_loss: 0.0311541 | Time: 5312.48 ms
[2021-09-06 21:36:54 main:574] : INFO : Epoch 1845 | loss: 0.0311399 | val_loss: 0.0311534 | Time: 5396.32 ms
[2021-09-06 21:37:00 main:574] : INFO : Epoch 1846 | loss: 0.0311391 | val_loss: 0.031154 | Time: 5490.79 ms
[2021-09-06 21:37:05 main:574] : INFO : Epoch 1847 | loss: 0.0311398 | val_loss: 0.0311521 | Time: 5261.18 ms
[2021-09-06 21:37:10 main:574] : INFO : Epoch 1848 | loss: 0.0311395 | val_loss: 0.0311538 | Time: 4979.07 ms
[2021-09-06 21:37:15 main:574] : INFO : Epoch 1849 | loss: 0.031138 | val_loss: 0.0311528 | Time: 5276.82 ms
[2021-09-06 21:37:21 main:574] : INFO : Epoch 1850 | loss: 0.0311421 | val_loss: 0.0311517 | Time: 5294.37 ms
[2021-09-06 21:37:26 main:574] : INFO : Epoch 1851 | loss: 0.0311405 | val_loss: 0.0311514 | Time: 5395.46 ms
[2021-09-06 21:37:31 main:574] : INFO : Epoch 1852 | loss: 0.0311416 | val_loss: 0.0311597 | Time: 5300.78 ms
[2021-09-06 21:37:37 main:574] : INFO : Epoch 1853 | loss: 0.0311457 | val_loss: 0.0311583 | Time: 5178.15 ms
[2021-09-06 21:37:42 main:574] : INFO : Epoch 1854 | loss: 0.0311449 | val_loss: 0.0311565 | Time: 5165.84 ms
[2021-09-06 21:37:47 main:574] : INFO : Epoch 1855 | loss: 0.0311466 | val_loss: 0.0311601 | Time: 5109.72 ms
[2021-09-06 21:37:52 main:574] : INFO : Epoch 1856 | loss: 0.0311453 | val_loss: 0.0311637 | Time: 5342.03 ms
[2021-09-06 21:37:57 main:574] : INFO : Epoch 1857 | loss: 0.0311445 | val_loss: 0.0311576 | Time: 5129.4 ms
[2021-09-06 21:38:03 main:574] : INFO : Epoch 1858 | loss: 0.0311433 | val_loss: 0.0311566 | Time: 5251.95 ms
[2021-09-06 21:38:08 main:574] : INFO : Epoch 1859 | loss: 0.031143 | val_loss: 0.0311568 | Time: 5258.12 ms
[2021-09-06 21:38:13 main:574] : INFO : Epoch 1860 | loss: 0.0311435 | val_loss: 0.0311583 | Time: 5157.32 ms
[2021-09-06 21:38:18 main:574] : INFO : Epoch 1861 | loss: 0.0311444 | val_loss: 0.0311582 | Time: 5090.1 ms
[2021-09-06 21:38:24 main:574] : INFO : Epoch 1862 | loss: 0.0311419 | val_loss: 0.0311573 | Time: 5353.98 ms
[2021-09-06 21:38:29 main:574] : INFO : Epoch 1863 | loss: 0.0311412 | val_loss: 0.0311556 | Time: 5193.75 ms
[2021-09-06 21:38:34 main:574] : INFO : Epoch 1864 | loss: 0.03114 | val_loss: 0.0311547 | Time: 5237.12 ms
[2021-09-06 21:38:40 main:574] : INFO : Epoch 1865 | loss: 0.0311414 | val_loss: 0.0311594 | Time: 5346.68 ms
[2021-09-06 21:38:45 main:574] : INFO : Epoch 1866 | loss: 0.0311389 | val_loss: 0.0311575 | Time: 5228.24 ms
[2021-09-06 21:38:50 main:574] : INFO : Epoch 1867 | loss: 0.0311384 | val_loss: 0.031155 | Time: 5198.2 ms
[2021-09-06 21:38:56 main:574] : INFO : Epoch 1868 | loss: 0.0311379 | val_loss: 0.0311555 | Time: 5293.37 ms
[2021-09-06 21:39:01 main:574] : INFO : Epoch 1869 | loss: 0.0311377 | val_loss: 0.0311531 | Time: 5449.93 ms
[2021-09-06 21:39:06 main:574] : INFO : Epoch 1870 | loss: 0.0311377 | val_loss: 0.0311552 | Time: 5415.38 ms
[2021-09-06 21:39:12 main:574] : INFO : Epoch 1871 | loss: 0.0311378 | val_loss: 0.031155 | Time: 5326.35 ms
[2021-09-06 21:39:17 main:574] : INFO : Epoch 1872 | loss: 0.0311417 | val_loss: 0.0311544 | Time: 5154.88 ms
[2021-09-06 21:39:22 main:574] : INFO : Epoch 1873 | loss: 0.0311428 | val_loss: 0.0311545 | Time: 5119.07 ms
[2021-09-06 21:39:27 main:574] : INFO : Epoch 1874 | loss: 0.0311414 | val_loss: 0.0311513 | Time: 5271.77 ms
[2021-09-06 21:39:33 main:574] : INFO : Epoch 1875 | loss: 0.0311388 | val_loss: 0.0311506 | Time: 5385.91 ms
[2021-09-06 21:39:38 main:574] : INFO : Epoch 1876 | loss: 0.0311379 | val_loss: 0.0311498 | Time: 5292.68 ms
[2021-09-06 21:39:43 main:574] : INFO : Epoch 1877 | loss: 0.031142 | val_loss: 0.0311554 | Time: 5232.39 ms
[2021-09-06 21:39:49 main:574] : INFO : Epoch 1878 | loss: 0.0311495 | val_loss: 0.0311552 | Time: 5251.09 ms
[2021-09-06 21:39:54 main:574] : INFO : Epoch 1879 | loss: 0.0311431 | val_loss: 0.0311535 | Time: 5162.13 ms
[2021-09-06 21:39:59 main:574] : INFO : Epoch 1880 | loss: 0.0311416 | val_loss: 0.0311534 | Time: 5069.86 ms
[2021-09-06 21:40:04 main:574] : INFO : Epoch 1881 | loss: 0.0311433 | val_loss: 0.0311511 | Time: 5323.6 ms
[2021-09-06 21:40:10 main:574] : INFO : Epoch 1882 | loss: 0.031139 | val_loss: 0.0311512 | Time: 5389.58 ms
[2021-09-06 21:40:15 main:574] : INFO : Epoch 1883 | loss: 0.0311381 | val_loss: 0.0311506 | Time: 5277.64 ms
[2021-09-06 21:40:21 main:574] : INFO : Epoch 1884 | loss: 0.0311383 | val_loss: 0.0311512 | Time: 5305.26 ms
[2021-09-06 21:40:26 main:574] : INFO : Epoch 1885 | loss: 0.0311369 | val_loss: 0.0311493 | Time: 5210.7 ms
[2021-09-06 21:40:31 main:574] : INFO : Epoch 1886 | loss: 0.0311371 | val_loss: 0.0311507 | Time: 5309.42 ms
[2021-09-06 21:40:36 main:574] : INFO : Epoch 1887 | loss: 0.0311375 | val_loss: 0.0311511 | Time: 5157.09 ms
[2021-09-06 21:40:42 main:574] : INFO : Epoch 1888 | loss: 0.0311365 | val_loss: 0.0311503 | Time: 5270.14 ms
[2021-09-06 21:40:47 main:574] : INFO : Epoch 1889 | loss: 0.031139 | val_loss: 0.0311515 | Time: 5347.85 ms
[2021-09-06 21:40:52 main:574] : INFO : Epoch 1890 | loss: 0.0311374 | val_loss: 0.0311501 | Time: 5265.67 ms
[2021-09-06 21:40:58 main:574] : INFO : Epoch 1891 | loss: 0.0311357 | val_loss: 0.0311525 | Time: 5128.49 ms
[2021-09-06 21:41:03 main:574] : INFO : Epoch 1892 | loss: 0.0311358 | val_loss: 0.0311503 | Time: 5629.16 ms
[2021-09-06 21:41:09 main:574] : INFO : Epoch 1893 | loss: 0.0311367 | val_loss: 0.0311563 | Time: 5534.02 ms
[2021-09-06 21:41:14 main:574] : INFO : Epoch 1894 | loss: 0.0311374 | val_loss: 0.0311551 | Time: 5275.21 ms
[2021-09-06 21:41:19 main:574] : INFO : Epoch 1895 | loss: 0.0311375 | val_loss: 0.0311608 | Time: 5099.73 ms
[2021-09-06 21:41:25 main:574] : INFO : Epoch 1896 | loss: 0.0311389 | val_loss: 0.0311579 | Time: 5260.95 ms
[2021-09-06 21:41:30 main:574] : INFO : Epoch 1897 | loss: 0.031139 | val_loss: 0.0311526 | Time: 5259.85 ms
[2021-09-06 21:41:35 main:574] : INFO : Epoch 1898 | loss: 0.0311398 | val_loss: 0.0311587 | Time: 5162.33 ms
[2021-09-06 21:41:40 main:574] : INFO : Epoch 1899 | loss: 0.0311445 | val_loss: 0.0311564 | Time: 5303.73 ms
[2021-09-06 21:41:46 main:574] : INFO : Epoch 1900 | loss: 0.0311438 | val_loss: 0.0311599 | Time: 5236.4 ms
[2021-09-06 21:41:51 main:574] : INFO : Epoch 1901 | loss: 0.0311436 | val_loss: 0.0311594 | Time: 5250.01 ms
[2021-09-06 21:41:56 main:574] : INFO : Epoch 1902 | loss: 0.0311453 | val_loss: 0.0311547 | Time: 5290.26 ms
[2021-09-06 21:42:01 main:574] : INFO : Epoch 1903 | loss: 0.0311469 | val_loss: 0.0311548 | Time: 5147.37 ms
[2021-09-06 21:42:07 main:574] : INFO : Epoch 1904 | loss: 0.0311428 | val_loss: 0.0311523 | Time: 5323.66 ms
[2021-09-06 21:42:12 main:574] : INFO : Epoch 1905 | loss: 0.0311424 | val_loss: 0.0311542 | Time: 5295.22 ms
[2021-09-06 21:42:17 main:574] : INFO : Epoch 1906 | loss: 0.0311421 | val_loss: 0.0311529 | Time: 5253.82 ms
[2021-09-06 21:42:23 main:574] : INFO : Epoch 1907 | loss: 0.0311417 | val_loss: 0.0311518 | Time: 5113.79 ms
[2021-09-06 21:42:28 main:574] : INFO : Epoch 1908 | loss: 0.0311394 | val_loss: 0.0311553 | Time: 5538.43 ms
[2021-09-06 21:42:34 main:574] : INFO : Epoch 1909 | loss: 0.0311438 | val_loss: 0.0311563 | Time: 5320.09 ms
[2021-09-06 21:42:39 main:574] : INFO : Epoch 1910 | loss: 0.031144 | val_loss: 0.0311546 | Time: 5179.99 ms
[2021-09-06 21:42:44 main:574] : INFO : Epoch 1911 | loss: 0.0311442 | val_loss: 0.0311586 | Time: 4874.24 ms
[2021-09-06 21:42:49 main:574] : INFO : Epoch 1912 | loss: 0.0311484 | val_loss: 0.0311531 | Time: 5220.74 ms
[2021-09-06 21:42:54 main:574] : INFO : Epoch 1913 | loss: 0.0311489 | val_loss: 0.0311522 | Time: 5220.03 ms
[2021-09-06 21:43:00 main:574] : INFO : Epoch 1914 | loss: 0.0311471 | val_loss: 0.0311495 | Time: 5215.09 ms
[2021-09-06 21:43:05 main:574] : INFO : Epoch 1915 | loss: 0.0311494 | val_loss: 0.0311618 | Time: 5317.29 ms
[2021-09-06 21:43:10 main:574] : INFO : Epoch 1916 | loss: 0.0311468 | val_loss: 0.0311547 | Time: 5346.48 ms
[2021-09-06 21:43:15 main:574] : INFO : Epoch 1917 | loss: 0.031147 | val_loss: 0.0311572 | Time: 5159.64 ms
[2021-09-06 21:43:21 main:574] : INFO : Epoch 1918 | loss: 0.0311437 | val_loss: 0.0311503 | Time: 5274.63 ms
[2021-09-06 21:43:26 main:574] : INFO : Epoch 1919 | loss: 0.0311425 | val_loss: 0.0311508 | Time: 5178.29 ms
[2021-09-06 21:43:31 main:574] : INFO : Epoch 1920 | loss: 0.0311416 | val_loss: 0.0311514 | Time: 5302.44 ms
[2021-09-06 21:43:37 main:574] : INFO : Epoch 1921 | loss: 0.031142 | val_loss: 0.0311521 | Time: 5248.2 ms
[2021-09-06 21:43:42 main:574] : INFO : Epoch 1922 | loss: 0.0311415 | val_loss: 0.0311506 | Time: 5085.54 ms
[2021-09-06 21:43:47 main:574] : INFO : Epoch 1923 | loss: 0.0311423 | val_loss: 0.0311515 | Time: 5215.17 ms
[2021-09-06 21:43:52 main:574] : INFO : Epoch 1924 | loss: 0.0311427 | val_loss: 0.0311576 | Time: 5072.16 ms
[2021-09-06 21:43:57 main:574] : INFO : Epoch 1925 | loss: 0.0311416 | val_loss: 0.0311502 | Time: 5281.04 ms
[2021-09-06 21:44:03 main:574] : INFO : Epoch 1926 | loss: 0.0311395 | val_loss: 0.0311497 | Time: 5248.25 ms
[2021-09-06 21:44:08 main:574] : INFO : Epoch 1927 | loss: 0.0311429 | val_loss: 0.0311541 | Time: 5120.96 ms
[2021-09-06 21:44:13 main:574] : INFO : Epoch 1928 | loss: 0.0311429 | val_loss: 0.0311547 | Time: 5188.23 ms
[2021-09-06 21:44:18 main:574] : INFO : Epoch 1929 | loss: 0.0311466 | val_loss: 0.0311537 | Time: 5105.63 ms
[2021-09-06 21:44:24 main:574] : INFO : Epoch 1930 | loss: 0.0311461 | val_loss: 0.0311558 | Time: 5232.33 ms
[2021-09-06 21:44:29 main:574] : INFO : Epoch 1931 | loss: 0.0311458 | val_loss: 0.031163 | Time: 5252.49 ms
[2021-09-06 21:44:34 main:574] : INFO : Epoch 1932 | loss: 0.0311442 | val_loss: 0.0311567 | Time: 5326.16 ms
[2021-09-06 21:44:39 main:574] : INFO : Epoch 1933 | loss: 0.0311431 | val_loss: 0.0311541 | Time: 5156.4 ms
[2021-09-06 21:44:45 main:574] : INFO : Epoch 1934 | loss: 0.031141 | val_loss: 0.0311554 | Time: 5345.36 ms
[2021-09-06 21:44:50 main:574] : INFO : Epoch 1935 | loss: 0.0311462 | val_loss: 0.031154 | Time: 5637.62 ms
[2021-09-06 21:44:56 main:574] : INFO : Epoch 1936 | loss: 0.0311436 | val_loss: 0.0311532 | Time: 5205.29 ms
[2021-09-06 21:45:01 main:574] : INFO : Epoch 1937 | loss: 0.0311441 | val_loss: 0.0311492 | Time: 5072.07 ms
[2021-09-06 21:45:06 main:574] : INFO : Epoch 1938 | loss: 0.0311456 | val_loss: 0.0311495 | Time: 5448.74 ms
[2021-09-06 21:45:12 main:574] : INFO : Epoch 1939 | loss: 0.0311417 | val_loss: 0.0311487 | Time: 5438.81 ms
[2021-09-06 21:45:17 main:574] : INFO : Epoch 1940 | loss: 0.0311409 | val_loss: 0.0311498 | Time: 5244.35 ms
[2021-09-06 21:45:22 main:574] : INFO : Epoch 1941 | loss: 0.031141 | val_loss: 0.0311487 | Time: 5221.42 ms
[2021-09-06 21:45:28 main:574] : INFO : Epoch 1942 | loss: 0.0311403 | val_loss: 0.0311519 | Time: 5351.94 ms
[2021-09-06 21:45:33 main:574] : INFO : Epoch 1943 | loss: 0.0311394 | val_loss: 0.0311495 | Time: 5240.15 ms
[2021-09-06 21:45:38 main:574] : INFO : Epoch 1944 | loss: 0.031142 | val_loss: 0.0311497 | Time: 5324.39 ms
[2021-09-06 21:45:44 main:574] : INFO : Epoch 1945 | loss: 0.0311399 | val_loss: 0.031158 | Time: 5209.94 ms
[2021-09-06 21:45:49 main:574] : INFO : Epoch 1946 | loss: 0.031141 | val_loss: 0.0311531 | Time: 5301.75 ms
[2021-09-06 21:45:54 main:574] : INFO : Epoch 1947 | loss: 0.0311396 | val_loss: 0.0311494 | Time: 5058.47 ms
[2021-09-06 21:45:59 main:574] : INFO : Epoch 1948 | loss: 0.0311422 | val_loss: 0.0311499 | Time: 5159.05 ms
[2021-09-06 21:46:05 main:574] : INFO : Epoch 1949 | loss: 0.0311414 | val_loss: 0.0311514 | Time: 5208 ms
[2021-09-06 21:46:10 main:574] : INFO : Epoch 1950 | loss: 0.0311389 | val_loss: 0.0311517 | Time: 5346.45 ms
[2021-09-06 21:46:15 main:574] : INFO : Epoch 1951 | loss: 0.0311411 | val_loss: 0.0311578 | Time: 5419.83 ms
[2021-09-06 21:46:21 main:574] : INFO : Epoch 1952 | loss: 0.03114 | val_loss: 0.0311529 | Time: 5303.73 ms
[2021-09-06 21:46:26 main:574] : INFO : Epoch 1953 | loss: 0.0311407 | val_loss: 0.0311564 | Time: 5198.99 ms
[2021-09-06 21:46:31 main:574] : INFO : Epoch 1954 | loss: 0.0311446 | val_loss: 0.0311529 | Time: 5146.56 ms
[2021-09-06 21:46:37 main:574] : INFO : Epoch 1955 | loss: 0.0311416 | val_loss: 0.0311512 | Time: 5275.9 ms
[2021-09-06 21:46:42 main:574] : INFO : Epoch 1956 | loss: 0.0311403 | val_loss: 0.0311517 | Time: 5138.22 ms
[2021-09-06 21:46:47 main:574] : INFO : Epoch 1957 | loss: 0.0311399 | val_loss: 0.0311516 | Time: 5408.94 ms
[2021-09-06 21:46:53 main:574] : INFO : Epoch 1958 | loss: 0.0311422 | val_loss: 0.0311539 | Time: 5371.26 ms
[2021-09-06 21:46:58 main:574] : INFO : Epoch 1959 | loss: 0.0311429 | val_loss: 0.0311517 | Time: 5166.08 ms
[2021-09-06 21:47:03 main:574] : INFO : Epoch 1960 | loss: 0.0311411 | val_loss: 0.0311528 | Time: 5096.34 ms
[2021-09-06 21:47:08 main:574] : INFO : Epoch 1961 | loss: 0.0311409 | val_loss: 0.0311509 | Time: 5136.78 ms
[2021-09-06 21:47:13 main:574] : INFO : Epoch 1962 | loss: 0.0311403 | val_loss: 0.0311549 | Time: 5258.66 ms
[2021-09-06 21:47:19 main:574] : INFO : Epoch 1963 | loss: 0.0311413 | val_loss: 0.0311525 | Time: 5327.01 ms
[2021-09-06 21:47:24 main:574] : INFO : Epoch 1964 | loss: 0.0311413 | val_loss: 0.0311521 | Time: 5317.77 ms
[2021-09-06 21:47:30 main:574] : INFO : Epoch 1965 | loss: 0.0311401 | val_loss: 0.0311514 | Time: 5402.45 ms
[2021-09-06 21:47:35 main:574] : INFO : Epoch 1966 | loss: 0.0311392 | val_loss: 0.0311537 | Time: 5188.54 ms
[2021-09-06 21:47:40 main:574] : INFO : Epoch 1967 | loss: 0.0311389 | val_loss: 0.0311518 | Time: 5065.2 ms
[2021-09-06 21:47:45 main:574] : INFO : Epoch 1968 | loss: 0.0311381 | val_loss: 0.0311566 | Time: 5176.47 ms
[2021-09-06 21:47:50 main:574] : INFO : Epoch 1969 | loss: 0.0311401 | val_loss: 0.0311545 | Time: 5228.84 ms
[2021-09-06 21:47:56 main:574] : INFO : Epoch 1970 | loss: 0.0311413 | val_loss: 0.031153 | Time: 5263.87 ms
[2021-09-06 21:48:01 main:574] : INFO : Epoch 1971 | loss: 0.0311403 | val_loss: 0.0311555 | Time: 5132.28 ms
[2021-09-06 21:48:06 main:574] : INFO : Epoch 1972 | loss: 0.0311408 | val_loss: 0.031155 | Time: 5240.48 ms
[2021-09-06 21:48:11 main:574] : INFO : Epoch 1973 | loss: 0.0311398 | val_loss: 0.0311532 | Time: 5234.36 ms
[2021-09-06 21:48:17 main:574] : INFO : Epoch 1974 | loss: 0.0311376 | val_loss: 0.0311524 | Time: 5243.97 ms
[2021-09-06 21:48:22 main:574] : INFO : Epoch 1975 | loss: 0.0311398 | val_loss: 0.0311552 | Time: 5408.34 ms
[2021-09-06 21:48:28 main:574] : INFO : Epoch 1976 | loss: 0.0311395 | val_loss: 0.0311519 | Time: 5312.06 ms
[2021-09-06 21:48:33 main:574] : INFO : Epoch 1977 | loss: 0.031143 | val_loss: 0.031159 | Time: 5305.08 ms
[2021-09-06 21:48:38 main:574] : INFO : Epoch 1978 | loss: 0.0311386 | val_loss: 0.031152 | Time: 5081.64 ms
[2021-09-06 21:48:43 main:574] : INFO : Epoch 1979 | loss: 0.031136 | val_loss: 0.0311526 | Time: 5168.14 ms
[2021-09-06 21:48:48 main:574] : INFO : Epoch 1980 | loss: 0.0311367 | val_loss: 0.0311498 | Time: 5152.42 ms
[2021-09-06 21:48:54 main:574] : INFO : Epoch 1981 | loss: 0.0311358 | val_loss: 0.0311522 | Time: 5377.54 ms
[2021-09-06 21:48:59 main:574] : INFO : Epoch 1982 | loss: 0.0311347 | val_loss: 0.0311507 | Time: 5398.39 ms
[2021-09-06 21:49:05 main:574] : INFO : Epoch 1983 | loss: 0.0311348 | val_loss: 0.031149 | Time: 5344.82 ms
[2021-09-06 21:49:10 main:574] : INFO : Epoch 1984 | loss: 0.0311359 | val_loss: 0.0311495 | Time: 5132.16 ms
[2021-09-06 21:49:15 main:574] : INFO : Epoch 1985 | loss: 0.031137 | val_loss: 0.031155 | Time: 5043.63 ms
[2021-09-06 21:49:20 main:574] : INFO : Epoch 1986 | loss: 0.0311383 | val_loss: 0.0311472 | Time: 5187.37 ms
[2021-09-06 21:49:25 main:574] : INFO : Epoch 1987 | loss: 0.0311371 | val_loss: 0.0311496 | Time: 5216.38 ms
[2021-09-06 21:49:31 main:574] : INFO : Epoch 1988 | loss: 0.0311364 | val_loss: 0.0311481 | Time: 5304.29 ms
[2021-09-06 21:49:36 main:574] : INFO : Epoch 1989 | loss: 0.0311368 | val_loss: 0.0311487 | Time: 5401.29 ms
[2021-09-06 21:49:42 main:574] : INFO : Epoch 1990 | loss: 0.0311327 | val_loss: 0.0311485 | Time: 5328.84 ms
[2021-09-06 21:49:47 main:574] : INFO : Epoch 1991 | loss: 0.0311367 | val_loss: 0.0311496 | Time: 5262.95 ms
[2021-09-06 21:49:52 main:574] : INFO : Epoch 1992 | loss: 0.031137 | val_loss: 0.031148 | Time: 5188.93 ms
[2021-09-06 21:49:57 main:574] : INFO : Epoch 1993 | loss: 0.0311347 | val_loss: 0.0311508 | Time: 5171.44 ms
[2021-09-06 21:50:03 main:574] : INFO : Epoch 1994 | loss: 0.0311369 | val_loss: 0.0311577 | Time: 5353.99 ms
[2021-09-06 21:50:08 main:574] : INFO : Epoch 1995 | loss: 0.0311356 | val_loss: 0.0311499 | Time: 5264.23 ms
[2021-09-06 21:50:13 main:574] : INFO : Epoch 1996 | loss: 0.0311336 | val_loss: 0.0311558 | Time: 5303.98 ms
[2021-09-06 21:50:19 main:574] : INFO : Epoch 1997 | loss: 0.0311337 | val_loss: 0.0311505 | Time: 5484.54 ms
[2021-09-06 21:50:24 main:574] : INFO : Epoch 1998 | loss: 0.0311337 | val_loss: 0.0311505 | Time: 5083.07 ms
[2021-09-06 21:50:29 main:574] : INFO : Epoch 1999 | loss: 0.0311327 | val_loss: 0.0311504 | Time: 5082.24 ms
[2021-09-06 21:50:34 main:574] : INFO : Epoch 2000 | loss: 0.0311311 | val_loss: 0.0311492 | Time: 5283.35 ms
[2021-09-06 21:50:40 main:574] : INFO : Epoch 2001 | loss: 0.0311313 | val_loss: 0.0311503 | Time: 5362.27 ms
[2021-09-06 21:50:45 main:574] : INFO : Epoch 2002 | loss: 0.0311311 | val_loss: 0.0311505 | Time: 5537.67 ms
[2021-09-06 21:50:51 main:574] : INFO : Epoch 2003 | loss: 0.0311297 | val_loss: 0.0311507 | Time: 5362.41 ms
[2021-09-06 21:50:56 main:574] : INFO : Epoch 2004 | loss: 0.0311303 | val_loss: 0.0311518 | Time: 5521.68 ms
[2021-09-06 21:51:02 main:574] : INFO : Epoch 2005 | loss: 0.0311301 | val_loss: 0.0311494 | Time: 5486.57 ms
[2021-09-06 21:51:07 main:574] : INFO : Epoch 2006 | loss: 0.0311299 | val_loss: 0.031157 | Time: 5106.21 ms
[2021-09-06 21:51:12 main:574] : INFO : Epoch 2007 | loss: 0.0311309 | val_loss: 0.0311507 | Time: 5102.84 ms
[2021-09-06 21:51:18 main:574] : INFO : Epoch 2008 | loss: 0.0311297 | val_loss: 0.0311498 | Time: 5356.21 ms
[2021-09-06 21:51:23 main:574] : INFO : Epoch 2009 | loss: 0.0311318 | val_loss: 0.0311589 | Time: 5352.77 ms
[2021-09-06 21:51:28 main:574] : INFO : Epoch 2010 | loss: 0.0311319 | val_loss: 0.0311514 | Time: 5407.34 ms
[2021-09-06 21:51:34 main:574] : INFO : Epoch 2011 | loss: 0.0311297 | val_loss: 0.0311533 | Time: 5421.54 ms
[2021-09-06 21:51:39 main:574] : INFO : Epoch 2012 | loss: 0.0311347 | val_loss: 0.0311511 | Time: 5274.34 ms
[2021-09-06 21:51:45 main:574] : INFO : Epoch 2013 | loss: 0.0311375 | val_loss: 0.0311585 | Time: 5392.32 ms
[2021-09-06 21:51:50 main:574] : INFO : Epoch 2014 | loss: 0.0311378 | val_loss: 0.0311589 | Time: 5068.43 ms
[2021-09-06 21:51:55 main:574] : INFO : Epoch 2015 | loss: 0.0311357 | val_loss: 0.031155 | Time: 5246.66 ms
[2021-09-06 21:52:00 main:574] : INFO : Epoch 2016 | loss: 0.0311339 | val_loss: 0.0311551 | Time: 5249.87 ms
[2021-09-06 21:52:06 main:574] : INFO : Epoch 2017 | loss: 0.0311359 | val_loss: 0.0311522 | Time: 5428.83 ms
[2021-09-06 21:52:11 main:574] : INFO : Epoch 2018 | loss: 0.0311375 | val_loss: 0.0311521 | Time: 5168.2 ms
[2021-09-06 21:52:16 main:574] : INFO : Epoch 2019 | loss: 0.031136 | val_loss: 0.0311509 | Time: 5347.04 ms
[2021-09-06 21:52:22 main:574] : INFO : Epoch 2020 | loss: 0.031135 | val_loss: 0.0311493 | Time: 5361.81 ms
[2021-09-06 21:52:27 main:574] : INFO : Epoch 2021 | loss: 0.0311335 | val_loss: 0.0311516 | Time: 5099.95 ms
[2021-09-06 21:52:32 main:574] : INFO : Epoch 2022 | loss: 0.0311355 | val_loss: 0.0311536 | Time: 5217.8 ms
[2021-09-06 21:52:38 main:574] : INFO : Epoch 2023 | loss: 0.0311342 | val_loss: 0.0311514 | Time: 5318.45 ms
[2021-09-06 21:52:43 main:574] : INFO : Epoch 2024 | loss: 0.0311329 | val_loss: 0.0311529 | Time: 5345.69 ms
[2021-09-06 21:52:48 main:574] : INFO : Epoch 2025 | loss: 0.0311354 | val_loss: 0.0311536 | Time: 5171.07 ms
[2021-09-06 21:52:54 main:574] : INFO : Epoch 2026 | loss: 0.0311383 | val_loss: 0.0311508 | Time: 5387.25 ms
[2021-09-06 21:52:59 main:574] : INFO : Epoch 2027 | loss: 0.0311376 | val_loss: 0.0311517 | Time: 5107.4 ms
[2021-09-06 21:53:04 main:574] : INFO : Epoch 2028 | loss: 0.0311361 | val_loss: 0.0311531 | Time: 5105.92 ms
[2021-09-06 21:53:09 main:574] : INFO : Epoch 2029 | loss: 0.0311343 | val_loss: 0.0311514 | Time: 5297.03 ms
[2021-09-06 21:53:15 main:574] : INFO : Epoch 2030 | loss: 0.0311349 | val_loss: 0.0311565 | Time: 5225.32 ms
[2021-09-06 21:53:20 main:574] : INFO : Epoch 2031 | loss: 0.031135 | val_loss: 0.0311576 | Time: 5188.09 ms
[2021-09-06 21:53:25 main:574] : INFO : Epoch 2032 | loss: 0.0311336 | val_loss: 0.0311509 | Time: 5066.35 ms
[2021-09-06 21:53:30 main:574] : INFO : Epoch 2033 | loss: 0.0311329 | val_loss: 0.0311526 | Time: 5176.39 ms
[2021-09-06 21:53:35 main:574] : INFO : Epoch 2034 | loss: 0.0311314 | val_loss: 0.0311483 | Time: 5333.82 ms
[2021-09-06 21:53:41 main:574] : INFO : Epoch 2035 | loss: 0.0311345 | val_loss: 0.0311573 | Time: 5301.27 ms
[2021-09-06 21:53:46 main:574] : INFO : Epoch 2036 | loss: 0.0311385 | val_loss: 0.0311518 | Time: 5180.18 ms
[2021-09-06 21:53:51 main:574] : INFO : Epoch 2037 | loss: 0.0311353 | val_loss: 0.0311543 | Time: 5375.56 ms
[2021-09-06 21:53:57 main:574] : INFO : Epoch 2038 | loss: 0.0311335 | val_loss: 0.0311495 | Time: 5203.15 ms
[2021-09-06 21:54:02 main:574] : INFO : Epoch 2039 | loss: 0.0311323 | val_loss: 0.0311504 | Time: 5105.78 ms
[2021-09-06 21:54:07 main:574] : INFO : Epoch 2040 | loss: 0.0311316 | val_loss: 0.0311504 | Time: 5263.7 ms
[2021-09-06 21:54:13 main:574] : INFO : Epoch 2041 | loss: 0.0311335 | val_loss: 0.03115 | Time: 5405.88 ms
[2021-09-06 21:54:18 main:574] : INFO : Epoch 2042 | loss: 0.0311329 | val_loss: 0.0311475 | Time: 5195.2 ms
[2021-09-06 21:54:23 main:574] : INFO : Epoch 2043 | loss: 0.0311318 | val_loss: 0.0311555 | Time: 5212.3 ms
[2021-09-06 21:54:29 main:574] : INFO : Epoch 2044 | loss: 0.0311338 | val_loss: 0.0311518 | Time: 5406.63 ms
[2021-09-06 21:54:34 main:574] : INFO : Epoch 2045 | loss: 0.0311303 | val_loss: 0.0311518 | Time: 4973.39 ms
[2021-09-06 21:54:39 main:574] : INFO : Epoch 2046 | loss: 0.0311323 | val_loss: 0.0311478 | Time: 5174.91 ms
[2021-09-06 21:54:44 main:574] : INFO : Epoch 2047 | loss: 0.0311359 | val_loss: 0.0311491 | Time: 5239.51 ms
[2021-09-06 21:54:49 main:574] : INFO : Epoch 2048 | loss: 0.031132 | val_loss: 0.0311498 | Time: 5263.29 ms
[2021-09-06 21:54:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311498
[2021-09-06 21:54:49 main:603] : INFO : Saving end state to config to file
[2021-09-06 21:54:50 main:608] : INFO : Success, exiting..
21:54:50 (11788): 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)