Task 11355574
| Name | ParityModified-1639959618-28810-2-0_1 |
| Workunit | 8178935 |
| Created | 4 Feb 2022, 22:38:49 UTC |
| Sent | 4 Feb 2022, 23:34:38 UTC |
| Report deadline | 12 Feb 2022, 23:34:38 UTC |
| Received | 5 Feb 2022, 9:20:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11317 |
| Run time | 3 hours 15 min 22 sec |
| CPU time | 2 hours 54 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,856.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031135 | val_loss: 0.0311558 | Time: 5611.73 ms
[2022-02-05 08:32:11 main:574] : INFO : Epoch 1543 | loss: 0.031135 | val_loss: 0.0311558 | Time: 5664.55 ms
[2022-02-05 08:32:16 main:574] : INFO : Epoch 1544 | loss: 0.0311338 | val_loss: 0.0311532 | Time: 5486.61 ms
[2022-02-05 08:32:22 main:574] : INFO : Epoch 1545 | loss: 0.031132 | val_loss: 0.0311551 | Time: 5501.93 ms
[2022-02-05 08:32:28 main:574] : INFO : Epoch 1546 | loss: 0.031131 | val_loss: 0.0311537 | Time: 5770.1 ms
[2022-02-05 08:32:33 main:574] : INFO : Epoch 1547 | loss: 0.0311295 | val_loss: 0.031154 | Time: 5475.9 ms
[2022-02-05 08:32:39 main:574] : INFO : Epoch 1548 | loss: 0.0311309 | val_loss: 0.031154 | Time: 5610.11 ms
[2022-02-05 08:32:44 main:574] : INFO : Epoch 1549 | loss: 0.0311304 | val_loss: 0.0311532 | Time: 5444.01 ms
[2022-02-05 08:32:50 main:574] : INFO : Epoch 1550 | loss: 0.0311273 | val_loss: 0.0311543 | Time: 5738.11 ms
[2022-02-05 08:32:56 main:574] : INFO : Epoch 1551 | loss: 0.0311266 | val_loss: 0.0311547 | Time: 5562.18 ms
[2022-02-05 08:33:01 main:574] : INFO : Epoch 1552 | loss: 0.0311261 | val_loss: 0.0311544 | Time: 5535.73 ms
[2022-02-05 08:33:07 main:574] : INFO : Epoch 1553 | loss: 0.0311258 | val_loss: 0.0311542 | Time: 5597.91 ms
[2022-02-05 08:33:13 main:574] : INFO : Epoch 1554 | loss: 0.0311263 | val_loss: 0.0311551 | Time: 5691.54 ms
[2022-02-05 08:33:19 main:574] : INFO : Epoch 1555 | loss: 0.031126 | val_loss: 0.031156 | Time: 5816.51 ms
[2022-02-05 08:33:25 main:574] : INFO : Epoch 1556 | loss: 0.0311258 | val_loss: 0.0311543 | Time: 5652.58 ms
[2022-02-05 08:33:30 main:574] : INFO : Epoch 1557 | loss: 0.0311236 | val_loss: 0.0311562 | Time: 5552.44 ms
[2022-02-05 08:33:36 main:574] : INFO : Epoch 1558 | loss: 0.0311406 | val_loss: 0.031157 | Time: 5443.98 ms
[2022-02-05 08:33:42 main:574] : INFO : Epoch 1559 | loss: 0.031145 | val_loss: 0.0311555 | Time: 5776.75 ms
[2022-02-05 08:33:47 main:574] : INFO : Epoch 1560 | loss: 0.0311432 | val_loss: 0.0311606 | Time: 5383.98 ms
[2022-02-05 08:33:53 main:574] : INFO : Epoch 1561 | loss: 0.0311423 | val_loss: 0.0311543 | Time: 5543.31 ms
[2022-02-05 08:33:58 main:574] : INFO : Epoch 1562 | loss: 0.0311402 | val_loss: 0.0311553 | Time: 5399.31 ms
[2022-02-05 08:34:04 main:574] : INFO : Epoch 1563 | loss: 0.031138 | val_loss: 0.0311577 | Time: 5434.2 ms
[2022-02-05 08:34:09 main:574] : INFO : Epoch 1564 | loss: 0.0311362 | val_loss: 0.0311556 | Time: 5689.89 ms
[2022-02-05 08:34:15 main:574] : INFO : Epoch 1565 | loss: 0.0311353 | val_loss: 0.0311586 | Time: 5579.3 ms
[2022-02-05 08:34:21 main:574] : INFO : Epoch 1566 | loss: 0.0311347 | val_loss: 0.0311619 | Time: 5462.83 ms
[2022-02-05 08:34:27 main:574] : INFO : Epoch 1567 | loss: 0.0311325 | val_loss: 0.031155 | Time: 5834.26 ms
[2022-02-05 08:34:32 main:574] : INFO : Epoch 1568 | loss: 0.0311323 | val_loss: 0.0311546 | Time: 5689.47 ms
[2022-02-05 08:34:38 main:574] : INFO : Epoch 1569 | loss: 0.0311324 | val_loss: 0.0311509 | Time: 5722.01 ms
[2022-02-05 08:34:44 main:574] : INFO : Epoch 1570 | loss: 0.0311321 | val_loss: 0.0311569 | Time: 5545.85 ms
[2022-02-05 08:34:49 main:574] : INFO : Epoch 1571 | loss: 0.0311291 | val_loss: 0.031153 | Time: 5505.86 ms
[2022-02-05 08:34:55 main:574] : INFO : Epoch 1572 | loss: 0.0311307 | val_loss: 0.0311515 | Time: 5706.71 ms
[2022-02-05 08:35:01 main:574] : INFO : Epoch 1573 | loss: 0.0311355 | val_loss: 0.0311514 | Time: 5395.83 ms
[2022-02-05 08:35:06 main:574] : INFO : Epoch 1574 | loss: 0.0311336 | val_loss: 0.0311519 | Time: 5480.75 ms
[2022-02-05 08:35:12 main:574] : INFO : Epoch 1575 | loss: 0.0311327 | val_loss: 0.0311511 | Time: 5408.79 ms
[2022-02-05 08:35:18 main:574] : INFO : Epoch 1576 | loss: 0.0311312 | val_loss: 0.0311508 | Time: 5744.97 ms
[2022-02-05 08:35:23 main:574] : INFO : Epoch 1577 | loss: 0.0311306 | val_loss: 0.0311518 | Time: 5420.37 ms
[2022-02-05 08:35:29 main:574] : INFO : Epoch 1578 | loss: 0.0311301 | val_loss: 0.0311544 | Time: 5703.58 ms
[2022-02-05 08:35:34 main:574] : INFO : Epoch 1579 | loss: 0.0311296 | val_loss: 0.0311495 | Time: 5475.13 ms
[2022-02-05 08:35:40 main:574] : INFO : Epoch 1580 | loss: 0.0311284 | val_loss: 0.0311522 | Time: 5621.81 ms
[2022-02-05 08:35:46 main:574] : INFO : Epoch 1581 | loss: 0.0311276 | val_loss: 0.0311504 | Time: 5531.29 ms
[2022-02-05 08:35:51 main:574] : INFO : Epoch 1582 | loss: 0.0311268 | val_loss: 0.0311563 | Time: 5525.94 ms
[2022-02-05 08:35:57 main:574] : INFO : Epoch 1583 | loss: 0.0311268 | val_loss: 0.0311598 | Time: 5690.72 ms
[2022-02-05 08:36:03 main:574] : INFO : Epoch 1584 | loss: 0.0311278 | val_loss: 0.0311523 | Time: 5480.3 ms
[2022-02-05 08:36:08 main:574] : INFO : Epoch 1585 | loss: 0.0311289 | val_loss: 0.0311556 | Time: 5490.38 ms
[2022-02-05 08:36:14 main:574] : INFO : Epoch 1586 | loss: 0.0311364 | val_loss: 0.0311535 | Time: 5686.39 ms
[2022-02-05 08:36:19 main:574] : INFO : Epoch 1587 | loss: 0.031134 | val_loss: 0.0311544 | Time: 5422.14 ms
[2022-02-05 08:36:25 main:574] : INFO : Epoch 1588 | loss: 0.0311313 | val_loss: 0.031151 | Time: 5527.14 ms
[2022-02-05 08:36:31 main:574] : INFO : Epoch 1589 | loss: 0.0311293 | val_loss: 0.0311551 | Time: 5594.05 ms
[2022-02-05 08:36:36 main:574] : INFO : Epoch 1590 | loss: 0.0311289 | val_loss: 0.0311556 | Time: 5608.65 ms
[2022-02-05 08:36:42 main:574] : INFO : Epoch 1591 | loss: 0.0311286 | val_loss: 0.0311552 | Time: 5601.33 ms
[2022-02-05 08:36:48 main:574] : INFO : Epoch 1592 | loss: 0.0311313 | val_loss: 0.0311545 | Time: 5516.94 ms
[2022-02-05 08:36:54 main:574] : INFO : Epoch 1593 | loss: 0.0311316 | val_loss: 0.0311523 | Time: 5726.85 ms
[2022-02-05 08:36:59 main:574] : INFO : Epoch 1594 | loss: 0.0311321 | val_loss: 0.0311529 | Time: 5509.84 ms
[2022-02-05 08:37:05 main:574] : INFO : Epoch 1595 | loss: 0.0311375 | val_loss: 0.0311529 | Time: 5522.29 ms
[2022-02-05 08:37:10 main:574] : INFO : Epoch 1596 | loss: 0.0311515 | val_loss: 0.0311685 | Time: 5503.88 ms
[2022-02-05 08:37:16 main:574] : INFO : Epoch 1597 | loss: 0.0311667 | val_loss: 0.0311622 | Time: 5385.53 ms
[2022-02-05 08:37:21 main:574] : INFO : Epoch 1598 | loss: 0.0311589 | val_loss: 0.0311626 | Time: 5500.68 ms
[2022-02-05 08:37:27 main:574] : INFO : Epoch 1599 | loss: 0.0311556 | val_loss: 0.0311625 | Time: 5562.66 ms
[2022-02-05 08:37:32 main:574] : INFO : Epoch 1600 | loss: 0.0311534 | val_loss: 0.0311578 | Time: 5356.62 ms
[2022-02-05 08:37:38 main:574] : INFO : Epoch 1601 | loss: 0.0311489 | val_loss: 0.0311568 | Time: 5597.21 ms
[2022-02-05 08:37:44 main:574] : INFO : Epoch 1602 | loss: 0.0311476 | val_loss: 0.0311576 | Time: 5508.71 ms
[2022-02-05 08:37:49 main:574] : INFO : Epoch 1603 | loss: 0.0311443 | val_loss: 0.0311555 | Time: 5477.25 ms
[2022-02-05 08:37:55 main:574] : INFO : Epoch 1604 | loss: 0.0311426 | val_loss: 0.031157 | Time: 5668.07 ms
[2022-02-05 08:38:01 main:574] : INFO : Epoch 1605 | loss: 0.0311428 | val_loss: 0.0311575 | Time: 5555.02 ms
[2022-02-05 08:38:06 main:574] : INFO : Epoch 1606 | loss: 0.0311417 | val_loss: 0.0311554 | Time: 5597.81 ms
[2022-02-05 08:38:12 main:574] : INFO : Epoch 1607 | loss: 0.0311411 | val_loss: 0.0311559 | Time: 5729.85 ms
[2022-02-05 08:38:18 main:574] : INFO : Epoch 1608 | loss: 0.0311418 | val_loss: 0.0311524 | Time: 5474.74 ms
[2022-02-05 08:38:23 main:574] : INFO : Epoch 1609 | loss: 0.0311407 | val_loss: 0.0311518 | Time: 5624.92 ms
[2022-02-05 08:38:29 main:574] : INFO : Epoch 1610 | loss: 0.0311394 | val_loss: 0.0311556 | Time: 5746.31 ms
[2022-02-05 08:38:35 main:574] : INFO : Epoch 1611 | loss: 0.0311402 | val_loss: 0.0311567 | Time: 5602.31 ms
[2022-02-05 08:38:41 main:574] : INFO : Epoch 1612 | loss: 0.031138 | val_loss: 0.0311529 | Time: 5580.8 ms
[2022-02-05 08:38:46 main:574] : INFO : Epoch 1613 | loss: 0.0311364 | val_loss: 0.0311542 | Time: 5597.61 ms
[2022-02-05 08:38:52 main:574] : INFO : Epoch 1614 | loss: 0.0311367 | val_loss: 0.0311529 | Time: 5508.09 ms
[2022-02-05 08:38:58 main:574] : INFO : Epoch 1615 | loss: 0.031138 | val_loss: 0.0311551 | Time: 5551.86 ms
[2022-02-05 08:39:03 main:574] : INFO : Epoch 1616 | loss: 0.0311362 | val_loss: 0.0311542 | Time: 5762.4 ms
[2022-02-05 08:39:09 main:574] : INFO : Epoch 1617 | loss: 0.0311342 | val_loss: 0.0311564 | Time: 5727.99 ms
[2022-02-05 08:39:15 main:574] : INFO : Epoch 1618 | loss: 0.0311351 | val_loss: 0.0311531 | Time: 5539.8 ms
[2022-02-05 08:39:21 main:574] : INFO : Epoch 1619 | loss: 0.0311339 | val_loss: 0.0311555 | Time: 5723.49 ms
[2022-02-05 08:39:26 main:574] : INFO : Epoch 1620 | loss: 0.0311365 | val_loss: 0.0311575 | Time: 5487.68 ms
[2022-02-05 08:39:32 main:574] : INFO : Epoch 1621 | loss: 0.0311403 | val_loss: 0.0311577 | Time: 5831.4 ms
[2022-02-05 08:39:38 main:574] : INFO : Epoch 1622 | loss: 0.0311397 | val_loss: 0.0311521 | Time: 5436.51 ms
[2022-02-05 08:39:43 main:574] : INFO : Epoch 1623 | loss: 0.0311366 | val_loss: 0.031151 | Time: 5617.79 ms
[2022-02-05 08:39:49 main:574] : INFO : Epoch 1624 | loss: 0.0311334 | val_loss: 0.0311507 | Time: 5507.7 ms
[2022-02-05 08:39:55 main:574] : INFO : Epoch 1625 | loss: 0.0311337 | val_loss: 0.0311595 | Time: 5628.21 ms
[2022-02-05 08:40:00 main:574] : INFO : Epoch 1626 | loss: 0.031136 | val_loss: 0.0311596 | Time: 5539.09 ms
[2022-02-05 08:40:06 main:574] : INFO : Epoch 1627 | loss: 0.0311363 | val_loss: 0.0311547 | Time: 5641.41 ms
[2022-02-05 08:40:12 main:574] : INFO : Epoch 1628 | loss: 0.0311359 | val_loss: 0.0311518 | Time: 5507.36 ms
[2022-02-05 08:40:17 main:574] : INFO : Epoch 1629 | loss: 0.031133 | val_loss: 0.03115 | Time: 5516.17 ms
[2022-02-05 08:40:23 main:574] : INFO : Epoch 1630 | loss: 0.0311321 | val_loss: 0.0311501 | Time: 5581.18 ms
[2022-02-05 08:40:29 main:574] : INFO : Epoch 1631 | loss: 0.0311301 | val_loss: 0.0311517 | Time: 5531.34 ms
[2022-02-05 08:40:34 main:574] : INFO : Epoch 1632 | loss: 0.0311299 | val_loss: 0.0311516 | Time: 5572.23 ms
[2022-02-05 08:40:40 main:574] : INFO : Epoch 1633 | loss: 0.0311289 | val_loss: 0.0311497 | Time: 5706.81 ms
[2022-02-05 08:40:46 main:574] : INFO : Epoch 1634 | loss: 0.0311284 | val_loss: 0.0311531 | Time: 5536.36 ms
[2022-02-05 08:40:51 main:574] : INFO : Epoch 1635 | loss: 0.0311349 | val_loss: 0.0311549 | Time: 5506.54 ms
[2022-02-05 08:40:57 main:574] : INFO : Epoch 1636 | loss: 0.031132 | val_loss: 0.0311523 | Time: 5869.21 ms
[2022-02-05 08:41:03 main:574] : INFO : Epoch 1637 | loss: 0.0311297 | val_loss: 0.0311544 | Time: 5629.63 ms
[2022-02-05 08:41:08 main:574] : INFO : Epoch 1638 | loss: 0.0311311 | val_loss: 0.0311556 | Time: 5503.68 ms
[2022-02-05 08:41:14 main:574] : INFO : Epoch 1639 | loss: 0.031133 | val_loss: 0.0311544 | Time: 5610.15 ms
[2022-02-05 08:41:20 main:574] : INFO : Epoch 1640 | loss: 0.0311317 | val_loss: 0.0311504 | Time: 5503.65 ms
[2022-02-05 08:41:25 main:574] : INFO : Epoch 1641 | loss: 0.0311288 | val_loss: 0.0311543 | Time: 5528.22 ms
[2022-02-05 08:41:31 main:574] : INFO : Epoch 1642 | loss: 0.0311285 | val_loss: 0.0311522 | Time: 5634.22 ms
[2022-02-05 08:41:37 main:574] : INFO : Epoch 1643 | loss: 0.0311295 | val_loss: 0.0311554 | Time: 5444.11 ms
[2022-02-05 08:41:42 main:574] : INFO : Epoch 1644 | loss: 0.0311322 | val_loss: 0.0311541 | Time: 5509.41 ms
[2022-02-05 08:41:48 main:574] : INFO : Epoch 1645 | loss: 0.0311358 | val_loss: 0.0311565 | Time: 5640.74 ms
[2022-02-05 08:41:54 main:574] : INFO : Epoch 1646 | loss: 0.0311346 | val_loss: 0.031153 | Time: 5623.49 ms
[2022-02-05 08:41:59 main:574] : INFO : Epoch 1647 | loss: 0.0311312 | val_loss: 0.0311513 | Time: 5697.42 ms
[2022-02-05 08:42:05 main:574] : INFO : Epoch 1648 | loss: 0.0311305 | val_loss: 0.0311533 | Time: 5722.75 ms
[2022-02-05 08:42:11 main:574] : INFO : Epoch 1649 | loss: 0.0311296 | val_loss: 0.031153 | Time: 5543.77 ms
[2022-02-05 08:42:16 main:574] : INFO : Epoch 1650 | loss: 0.0311278 | val_loss: 0.0311534 | Time: 5460.09 ms
[2022-02-05 08:42:22 main:574] : INFO : Epoch 1651 | loss: 0.0311268 | val_loss: 0.0311541 | Time: 5568.44 ms
[2022-02-05 08:42:28 main:574] : INFO : Epoch 1652 | loss: 0.0311267 | val_loss: 0.0311549 | Time: 5485.49 ms
[2022-02-05 08:42:33 main:574] : INFO : Epoch 1653 | loss: 0.0311263 | val_loss: 0.0311523 | Time: 5777.34 ms
[2022-02-05 08:42:39 main:574] : INFO : Epoch 1654 | loss: 0.0311246 | val_loss: 0.031154 | Time: 5634.31 ms
[2022-02-05 08:42:45 main:574] : INFO : Epoch 1655 | loss: 0.0311251 | val_loss: 0.0311491 | Time: 5696.31 ms
[2022-02-05 08:42:51 main:574] : INFO : Epoch 1656 | loss: 0.0311242 | val_loss: 0.0311543 | Time: 5564.34 ms
[2022-02-05 08:42:56 main:574] : INFO : Epoch 1657 | loss: 0.0311239 | val_loss: 0.031154 | Time: 5447.5 ms
[2022-02-05 08:43:02 main:574] : INFO : Epoch 1658 | loss: 0.0311263 | val_loss: 0.0311543 | Time: 5409.4 ms
[2022-02-05 08:43:07 main:574] : INFO : Epoch 1659 | loss: 0.0311254 | val_loss: 0.0311515 | Time: 5652.35 ms
[2022-02-05 08:43:13 main:574] : INFO : Epoch 1660 | loss: 0.0311245 | val_loss: 0.0311542 | Time: 5592.98 ms
[2022-02-05 08:43:19 main:574] : INFO : Epoch 1661 | loss: 0.0311235 | val_loss: 0.0311569 | Time: 5579.61 ms
[2022-02-05 08:43:24 main:574] : INFO : Epoch 1662 | loss: 0.0311239 | val_loss: 0.0311569 | Time: 5572.2 ms
[2022-02-05 08:43:30 main:574] : INFO : Epoch 1663 | loss: 0.0311265 | val_loss: 0.0311585 | Time: 5524.44 ms
[2022-02-05 08:43:36 main:574] : INFO : Epoch 1664 | loss: 0.0311262 | val_loss: 0.0311559 | Time: 5643.99 ms
[2022-02-05 08:43:42 main:574] : INFO : Epoch 1665 | loss: 0.031125 | val_loss: 0.0311591 | Time: 5740.94 ms
[2022-02-05 08:43:47 main:574] : INFO : Epoch 1666 | loss: 0.0311234 | val_loss: 0.0311555 | Time: 5589.51 ms
[2022-02-05 08:43:53 main:574] : INFO : Epoch 1667 | loss: 0.0311286 | val_loss: 0.0311533 | Time: 5693.23 ms
[2022-02-05 08:43:59 main:574] : INFO : Epoch 1668 | loss: 0.0311381 | val_loss: 0.0311681 | Time: 5705.51 ms
[2022-02-05 08:44:04 main:574] : INFO : Epoch 1669 | loss: 0.0311585 | val_loss: 0.0311734 | Time: 5583.29 ms
[2022-02-05 08:44:10 main:574] : INFO : Epoch 1670 | loss: 0.0311562 | val_loss: 0.0311703 | Time: 5672.14 ms
[2022-02-05 08:44:16 main:574] : INFO : Epoch 1671 | loss: 0.0311529 | val_loss: 0.0311681 | Time: 5570.47 ms
[2022-02-05 08:44:21 main:574] : INFO : Epoch 1672 | loss: 0.0311505 | val_loss: 0.0311656 | Time: 5490.74 ms
[2022-02-05 08:44:27 main:574] : INFO : Epoch 1673 | loss: 0.0311473 | val_loss: 0.0311584 | Time: 5508.39 ms
[2022-02-05 08:44:33 main:574] : INFO : Epoch 1674 | loss: 0.0311448 | val_loss: 0.0311561 | Time: 5811.2 ms
[2022-02-05 08:44:38 main:574] : INFO : Epoch 1675 | loss: 0.0311434 | val_loss: 0.0311545 | Time: 5507.39 ms
[2022-02-05 08:44:44 main:574] : INFO : Epoch 1676 | loss: 0.0311425 | val_loss: 0.0311553 | Time: 5463.44 ms
[2022-02-05 08:44:50 main:574] : INFO : Epoch 1677 | loss: 0.0311398 | val_loss: 0.0311535 | Time: 5428.98 ms
[2022-02-05 08:44:55 main:574] : INFO : Epoch 1678 | loss: 0.0311407 | val_loss: 0.0311586 | Time: 5554.92 ms
[2022-02-05 08:45:01 main:574] : INFO : Epoch 1679 | loss: 0.0311395 | val_loss: 0.031155 | Time: 5368.53 ms
[2022-02-05 08:45:06 main:574] : INFO : Epoch 1680 | loss: 0.0311374 | val_loss: 0.0311537 | Time: 5550.95 ms
[2022-02-05 08:45:12 main:574] : INFO : Epoch 1681 | loss: 0.0311365 | val_loss: 0.0311592 | Time: 5564.85 ms
[2022-02-05 08:45:18 main:574] : INFO : Epoch 1682 | loss: 0.0311364 | val_loss: 0.0311544 | Time: 5592.7 ms
[2022-02-05 08:45:23 main:574] : INFO : Epoch 1683 | loss: 0.0311351 | val_loss: 0.0311541 | Time: 5492.51 ms
[2022-02-05 08:45:29 main:574] : INFO : Epoch 1684 | loss: 0.0311346 | val_loss: 0.0311555 | Time: 5499.46 ms
[2022-02-05 08:45:34 main:574] : INFO : Epoch 1685 | loss: 0.0311354 | val_loss: 0.0311576 | Time: 5612.58 ms
[2022-02-05 08:45:40 main:574] : INFO : Epoch 1686 | loss: 0.0311353 | val_loss: 0.0311544 | Time: 5523.02 ms
[2022-02-05 08:45:46 main:574] : INFO : Epoch 1687 | loss: 0.0311329 | val_loss: 0.0311525 | Time: 5567.28 ms
[2022-02-05 08:45:51 main:574] : INFO : Epoch 1688 | loss: 0.031133 | val_loss: 0.031152 | Time: 5550.45 ms
[2022-02-05 08:45:57 main:574] : INFO : Epoch 1689 | loss: 0.0311333 | val_loss: 0.0311547 | Time: 5601.74 ms
[2022-02-05 08:46:03 main:574] : INFO : Epoch 1690 | loss: 0.0311331 | val_loss: 0.0311552 | Time: 5552.98 ms
[2022-02-05 08:46:08 main:574] : INFO : Epoch 1691 | loss: 0.0311375 | val_loss: 0.0311581 | Time: 5568.03 ms
[2022-02-05 08:46:14 main:574] : INFO : Epoch 1692 | loss: 0.0311379 | val_loss: 0.0311585 | Time: 5724.51 ms
[2022-02-05 08:46:20 main:574] : INFO : Epoch 1693 | loss: 0.0311363 | val_loss: 0.031159 | Time: 5510.64 ms
[2022-02-05 08:46:25 main:574] : INFO : Epoch 1694 | loss: 0.0311349 | val_loss: 0.0311582 | Time: 5446.85 ms
[2022-02-05 08:46:31 main:574] : INFO : Epoch 1695 | loss: 0.0311333 | val_loss: 0.0311593 | Time: 5784.76 ms
[2022-02-05 08:46:37 main:574] : INFO : Epoch 1696 | loss: 0.0311347 | val_loss: 0.0311601 | Time: 5577.73 ms
[2022-02-05 08:46:42 main:574] : INFO : Epoch 1697 | loss: 0.0311347 | val_loss: 0.0311591 | Time: 5534.46 ms
[2022-02-05 08:46:48 main:574] : INFO : Epoch 1698 | loss: 0.0311362 | val_loss: 0.0311608 | Time: 5566.29 ms
[2022-02-05 08:46:54 main:574] : INFO : Epoch 1699 | loss: 0.0311431 | val_loss: 0.0311557 | Time: 5530.71 ms
[2022-02-05 08:46:59 main:574] : INFO : Epoch 1700 | loss: 0.0311392 | val_loss: 0.0311592 | Time: 5475.49 ms
[2022-02-05 08:47:05 main:574] : INFO : Epoch 1701 | loss: 0.0311381 | val_loss: 0.0311552 | Time: 5515.52 ms
[2022-02-05 08:47:11 main:574] : INFO : Epoch 1702 | loss: 0.0311359 | val_loss: 0.0311572 | Time: 5624.35 ms
[2022-02-05 08:47:16 main:574] : INFO : Epoch 1703 | loss: 0.0311346 | val_loss: 0.0311593 | Time: 5560.35 ms
[2022-02-05 08:47:22 main:574] : INFO : Epoch 1704 | loss: 0.0311341 | val_loss: 0.0311524 | Time: 5487.56 ms
[2022-02-05 08:47:28 main:574] : INFO : Epoch 1705 | loss: 0.031133 | val_loss: 0.0311581 | Time: 5867.45 ms
[2022-02-05 08:47:33 main:574] : INFO : Epoch 1706 | loss: 0.0311327 | val_loss: 0.0311512 | Time: 5554.49 ms
[2022-02-05 08:47:39 main:574] : INFO : Epoch 1707 | loss: 0.0311341 | val_loss: 0.0311551 | Time: 5593.95 ms
[2022-02-05 08:47:45 main:574] : INFO : Epoch 1708 | loss: 0.0311316 | val_loss: 0.0311547 | Time: 5637.1 ms
[2022-02-05 08:47:50 main:574] : INFO : Epoch 1709 | loss: 0.0311313 | val_loss: 0.031159 | Time: 5555.65 ms
[2022-02-05 08:47:56 main:574] : INFO : Epoch 1710 | loss: 0.0311332 | val_loss: 0.0311533 | Time: 5427.87 ms
[2022-02-05 08:48:02 main:574] : INFO : Epoch 1711 | loss: 0.0311322 | val_loss: 0.0311534 | Time: 5631.98 ms
[2022-02-05 08:48:07 main:574] : INFO : Epoch 1712 | loss: 0.0311299 | val_loss: 0.0311573 | Time: 5469.52 ms
[2022-02-05 08:48:13 main:574] : INFO : Epoch 1713 | loss: 0.0311294 | val_loss: 0.0311536 | Time: 5460.53 ms
[2022-02-05 08:48:19 main:574] : INFO : Epoch 1714 | loss: 0.0311286 | val_loss: 0.0311582 | Time: 5791.09 ms
[2022-02-05 08:48:24 main:574] : INFO : Epoch 1715 | loss: 0.0311272 | val_loss: 0.0311537 | Time: 5572.44 ms
[2022-02-05 08:48:30 main:574] : INFO : Epoch 1716 | loss: 0.0311278 | val_loss: 0.0311556 | Time: 5575.91 ms
[2022-02-05 08:48:35 main:574] : INFO : Epoch 1717 | loss: 0.0311305 | val_loss: 0.0311648 | Time: 5282.34 ms
[2022-02-05 08:48:41 main:574] : INFO : Epoch 1718 | loss: 0.0311322 | val_loss: 0.0311591 | Time: 5797.22 ms
[2022-02-05 08:48:47 main:574] : INFO : Epoch 1719 | loss: 0.031132 | val_loss: 0.0311554 | Time: 5637.06 ms
[2022-02-05 08:48:53 main:574] : INFO : Epoch 1720 | loss: 0.0311306 | val_loss: 0.0311571 | Time: 5574.81 ms
[2022-02-05 08:48:58 main:574] : INFO : Epoch 1721 | loss: 0.0311291 | val_loss: 0.031163 | Time: 5523.17 ms
[2022-02-05 08:49:04 main:574] : INFO : Epoch 1722 | loss: 0.0311289 | val_loss: 0.031156 | Time: 5508.58 ms
[2022-02-05 08:49:09 main:574] : INFO : Epoch 1723 | loss: 0.03113 | val_loss: 0.03116 | Time: 5523.09 ms
[2022-02-05 08:49:15 main:574] : INFO : Epoch 1724 | loss: 0.0311305 | val_loss: 0.0311561 | Time: 5655.47 ms
[2022-02-05 08:49:21 main:574] : INFO : Epoch 1725 | loss: 0.0311302 | val_loss: 0.031157 | Time: 5451.18 ms
[2022-02-05 08:49:26 main:574] : INFO : Epoch 1726 | loss: 0.0311286 | val_loss: 0.0311562 | Time: 5409.01 ms
[2022-02-05 08:49:32 main:574] : INFO : Epoch 1727 | loss: 0.03113 | val_loss: 0.0311606 | Time: 5431.85 ms
[2022-02-05 08:49:37 main:574] : INFO : Epoch 1728 | loss: 0.0311367 | val_loss: 0.0311583 | Time: 5773.55 ms
[2022-02-05 08:49:43 main:574] : INFO : Epoch 1729 | loss: 0.0311427 | val_loss: 0.0311663 | Time: 5580.58 ms
[2022-02-05 08:49:49 main:574] : INFO : Epoch 1730 | loss: 0.0311402 | val_loss: 0.0311592 | Time: 5543.94 ms
[2022-02-05 08:49:54 main:574] : INFO : Epoch 1731 | loss: 0.0311363 | val_loss: 0.0311614 | Time: 5698.6 ms
[2022-02-05 08:50:00 main:574] : INFO : Epoch 1732 | loss: 0.0311361 | val_loss: 0.0311615 | Time: 5693.58 ms
[2022-02-05 08:50:06 main:574] : INFO : Epoch 1733 | loss: 0.0311397 | val_loss: 0.0311591 | Time: 5593.65 ms
[2022-02-05 08:50:12 main:574] : INFO : Epoch 1734 | loss: 0.0311367 | val_loss: 0.0311566 | Time: 5751.07 ms
[2022-02-05 08:50:17 main:574] : INFO : Epoch 1735 | loss: 0.0311393 | val_loss: 0.0311669 | Time: 5412.38 ms
[2022-02-05 08:50:23 main:574] : INFO : Epoch 1736 | loss: 0.0311473 | val_loss: 0.0311676 | Time: 5607.91 ms
[2022-02-05 08:50:28 main:574] : INFO : Epoch 1737 | loss: 0.0311445 | val_loss: 0.031164 | Time: 5452.31 ms
[2022-02-05 08:50:34 main:574] : INFO : Epoch 1738 | loss: 0.0311406 | val_loss: 0.0311573 | Time: 5627.2 ms
[2022-02-05 08:50:40 main:574] : INFO : Epoch 1739 | loss: 0.03114 | val_loss: 0.0311589 | Time: 5642 ms
[2022-02-05 08:50:46 main:574] : INFO : Epoch 1740 | loss: 0.0311355 | val_loss: 0.031155 | Time: 5583.48 ms
[2022-02-05 08:50:51 main:574] : INFO : Epoch 1741 | loss: 0.0311329 | val_loss: 0.0311571 | Time: 5709.63 ms
[2022-02-05 08:50:57 main:574] : INFO : Epoch 1742 | loss: 0.0311327 | val_loss: 0.0311587 | Time: 5588.55 ms
[2022-02-05 08:51:03 main:574] : INFO : Epoch 1743 | loss: 0.031132 | val_loss: 0.0311542 | Time: 5457.17 ms
[2022-02-05 08:51:08 main:574] : INFO : Epoch 1744 | loss: 0.0311316 | val_loss: 0.0311556 | Time: 5563.73 ms
[2022-02-05 08:51:14 main:574] : INFO : Epoch 1745 | loss: 0.0311307 | val_loss: 0.0311534 | Time: 5820.15 ms
[2022-02-05 08:51:20 main:574] : INFO : Epoch 1746 | loss: 0.0311337 | val_loss: 0.0311591 | Time: 5493.18 ms
[2022-02-05 08:51:25 main:574] : INFO : Epoch 1747 | loss: 0.03114 | val_loss: 0.03116 | Time: 5561.6 ms
[2022-02-05 08:51:31 main:574] : INFO : Epoch 1748 | loss: 0.0311402 | val_loss: 0.0311551 | Time: 5739.25 ms
[2022-02-05 08:51:37 main:574] : INFO : Epoch 1749 | loss: 0.0311402 | val_loss: 0.0311597 | Time: 5651.45 ms
[2022-02-05 08:51:43 main:574] : INFO : Epoch 1750 | loss: 0.0311383 | val_loss: 0.0311505 | Time: 5828.84 ms
[2022-02-05 08:51:49 main:574] : INFO : Epoch 1751 | loss: 0.0311361 | val_loss: 0.0311511 | Time: 5657.81 ms
[2022-02-05 08:51:54 main:574] : INFO : Epoch 1752 | loss: 0.0311358 | val_loss: 0.0311527 | Time: 5571.7 ms
[2022-02-05 08:52:00 main:574] : INFO : Epoch 1753 | loss: 0.031137 | val_loss: 0.0311592 | Time: 5712.75 ms
[2022-02-05 08:52:06 main:574] : INFO : Epoch 1754 | loss: 0.0311361 | val_loss: 0.0311565 | Time: 5469.69 ms
[2022-02-05 08:52:11 main:574] : INFO : Epoch 1755 | loss: 0.0311353 | val_loss: 0.0311535 | Time: 5648.96 ms
[2022-02-05 08:52:17 main:574] : INFO : Epoch 1756 | loss: 0.031134 | val_loss: 0.0311523 | Time: 5675.47 ms
[2022-02-05 08:52:23 main:574] : INFO : Epoch 1757 | loss: 0.0311327 | val_loss: 0.0311578 | Time: 5447.9 ms
[2022-02-05 08:52:28 main:574] : INFO : Epoch 1758 | loss: 0.0311397 | val_loss: 0.0311522 | Time: 5588.57 ms
[2022-02-05 08:52:34 main:574] : INFO : Epoch 1759 | loss: 0.0311515 | val_loss: 0.0311555 | Time: 5526.57 ms
[2022-02-05 08:52:40 main:574] : INFO : Epoch 1760 | loss: 0.0311539 | val_loss: 0.0311568 | Time: 5667.08 ms
[2022-02-05 08:52:45 main:574] : INFO : Epoch 1761 | loss: 0.0311521 | val_loss: 0.031158 | Time: 5486.82 ms
[2022-02-05 08:52:51 main:574] : INFO : Epoch 1762 | loss: 0.0311507 | val_loss: 0.0311517 | Time: 5411.19 ms
[2022-02-05 08:52:56 main:574] : INFO : Epoch 1763 | loss: 0.0311478 | val_loss: 0.0311568 | Time: 5397.35 ms
[2022-02-05 08:53:02 main:574] : INFO : Epoch 1764 | loss: 0.0311456 | val_loss: 0.0311599 | Time: 5575.46 ms
[2022-02-05 08:53:07 main:574] : INFO : Epoch 1765 | loss: 0.0311462 | val_loss: 0.0311568 | Time: 5568.11 ms
[2022-02-05 08:53:13 main:574] : INFO : Epoch 1766 | loss: 0.0311433 | val_loss: 0.031154 | Time: 5527.13 ms
[2022-02-05 08:53:19 main:574] : INFO : Epoch 1767 | loss: 0.0311417 | val_loss: 0.0311572 | Time: 5691.64 ms
[2022-02-05 08:53:24 main:574] : INFO : Epoch 1768 | loss: 0.031141 | val_loss: 0.0311535 | Time: 5460.73 ms
[2022-02-05 08:53:30 main:574] : INFO : Epoch 1769 | loss: 0.0311405 | val_loss: 0.031155 | Time: 5459.69 ms
[2022-02-05 08:53:35 main:574] : INFO : Epoch 1770 | loss: 0.0311385 | val_loss: 0.0311541 | Time: 5430.42 ms
[2022-02-05 08:53:41 main:574] : INFO : Epoch 1771 | loss: 0.0311387 | val_loss: 0.0311533 | Time: 5547.64 ms
[2022-02-05 08:53:47 main:574] : INFO : Epoch 1772 | loss: 0.0311384 | val_loss: 0.0311536 | Time: 5643.74 ms
[2022-02-05 08:53:52 main:574] : INFO : Epoch 1773 | loss: 0.0311379 | val_loss: 0.031153 | Time: 5464.67 ms
[2022-02-05 08:53:58 main:574] : INFO : Epoch 1774 | loss: 0.0311375 | val_loss: 0.0311567 | Time: 5679.82 ms
[2022-02-05 08:54:04 main:574] : INFO : Epoch 1775 | loss: 0.0311367 | val_loss: 0.0311559 | Time: 5678.28 ms
[2022-02-05 08:54:09 main:574] : INFO : Epoch 1776 | loss: 0.0311366 | val_loss: 0.0311559 | Time: 5518.87 ms
[2022-02-05 08:54:15 main:574] : INFO : Epoch 1777 | loss: 0.0311359 | val_loss: 0.0311561 | Time: 5483.54 ms
[2022-02-05 08:54:21 main:574] : INFO : Epoch 1778 | loss: 0.0311367 | val_loss: 0.0311554 | Time: 5633.94 ms
[2022-02-05 08:54:26 main:574] : INFO : Epoch 1779 | loss: 0.0311375 | val_loss: 0.0311555 | Time: 5525.61 ms
[2022-02-05 08:54:32 main:574] : INFO : Epoch 1780 | loss: 0.031138 | val_loss: 0.0311548 | Time: 5454.2 ms
[2022-02-05 08:54:37 main:574] : INFO : Epoch 1781 | loss: 0.031138 | val_loss: 0.0311549 | Time: 5426.69 ms
[2022-02-05 08:54:43 main:574] : INFO : Epoch 1782 | loss: 0.0311385 | val_loss: 0.0311575 | Time: 5800.79 ms
[2022-02-05 08:54:49 main:574] : INFO : Epoch 1783 | loss: 0.0311377 | val_loss: 0.0311568 | Time: 5610.04 ms
[2022-02-05 08:54:54 main:574] : INFO : Epoch 1784 | loss: 0.0311379 | val_loss: 0.0311584 | Time: 5352.03 ms
[2022-02-05 08:55:00 main:574] : INFO : Epoch 1785 | loss: 0.0311365 | val_loss: 0.0311555 | Time: 5602.27 ms
[2022-02-05 08:55:06 main:574] : INFO : Epoch 1786 | loss: 0.0311363 | val_loss: 0.0311585 | Time: 5455.57 ms
[2022-02-05 08:55:11 main:574] : INFO : Epoch 1787 | loss: 0.031136 | val_loss: 0.0311583 | Time: 5677.41 ms
[2022-02-05 08:55:17 main:574] : INFO : Epoch 1788 | loss: 0.0311378 | val_loss: 0.0311551 | Time: 5560.63 ms
[2022-02-05 08:55:23 main:574] : INFO : Epoch 1789 | loss: 0.0311361 | val_loss: 0.0311594 | Time: 5564.49 ms
[2022-02-05 08:55:28 main:574] : INFO : Epoch 1790 | loss: 0.0311344 | val_loss: 0.0311613 | Time: 5593.54 ms
[2022-02-05 08:55:34 main:574] : INFO : Epoch 1791 | loss: 0.0311326 | val_loss: 0.0311613 | Time: 5584.96 ms
[2022-02-05 08:55:40 main:574] : INFO : Epoch 1792 | loss: 0.0311349 | val_loss: 0.0311581 | Time: 5636.67 ms
[2022-02-05 08:55:45 main:574] : INFO : Epoch 1793 | loss: 0.0311337 | val_loss: 0.0311627 | Time: 5547.78 ms
[2022-02-05 08:55:51 main:574] : INFO : Epoch 1794 | loss: 0.0311318 | val_loss: 0.0311572 | Time: 5679.73 ms
[2022-02-05 08:55:57 main:574] : INFO : Epoch 1795 | loss: 0.031133 | val_loss: 0.0311575 | Time: 5548.27 ms
[2022-02-05 08:56:02 main:574] : INFO : Epoch 1796 | loss: 0.0311357 | val_loss: 0.0311626 | Time: 5459.72 ms
[2022-02-05 08:56:08 main:574] : INFO : Epoch 1797 | loss: 0.031137 | val_loss: 0.0311562 | Time: 5738.36 ms
[2022-02-05 08:56:14 main:574] : INFO : Epoch 1798 | loss: 0.0311363 | val_loss: 0.0311628 | Time: 5531.3 ms
[2022-02-05 08:56:19 main:574] : INFO : Epoch 1799 | loss: 0.0311346 | val_loss: 0.0311583 | Time: 5503.73 ms
[2022-02-05 08:56:25 main:574] : INFO : Epoch 1800 | loss: 0.0311338 | val_loss: 0.0311581 | Time: 5606.51 ms
[2022-02-05 08:56:31 main:574] : INFO : Epoch 1801 | loss: 0.0311335 | val_loss: 0.0311592 | Time: 5675.32 ms
[2022-02-05 08:56:36 main:574] : INFO : Epoch 1802 | loss: 0.0311323 | val_loss: 0.0311603 | Time: 5575.17 ms
[2022-02-05 08:56:42 main:574] : INFO : Epoch 1803 | loss: 0.0311344 | val_loss: 0.0311581 | Time: 5607.52 ms
[2022-02-05 08:56:48 main:574] : INFO : Epoch 1804 | loss: 0.0311324 | val_loss: 0.0311563 | Time: 5675.37 ms
[2022-02-05 08:56:53 main:574] : INFO : Epoch 1805 | loss: 0.0311303 | val_loss: 0.0311551 | Time: 5599.87 ms
[2022-02-05 08:56:59 main:574] : INFO : Epoch 1806 | loss: 0.0311305 | val_loss: 0.0311572 | Time: 5623.65 ms
[2022-02-05 08:57:05 main:574] : INFO : Epoch 1807 | loss: 0.0311322 | val_loss: 0.0311568 | Time: 5704.53 ms
[2022-02-05 08:57:11 main:574] : INFO : Epoch 1808 | loss: 0.0311309 | val_loss: 0.0311658 | Time: 5640.35 ms
[2022-02-05 08:57:16 main:574] : INFO : Epoch 1809 | loss: 0.0311497 | val_loss: 0.0311683 | Time: 5582.17 ms
[2022-02-05 08:57:22 main:574] : INFO : Epoch 1810 | loss: 0.0311477 | val_loss: 0.0311651 | Time: 5716.07 ms
[2022-02-05 08:57:28 main:574] : INFO : Epoch 1811 | loss: 0.0311439 | val_loss: 0.0311554 | Time: 5565.04 ms
[2022-02-05 08:57:33 main:574] : INFO : Epoch 1812 | loss: 0.0311386 | val_loss: 0.0311551 | Time: 5609.75 ms
[2022-02-05 08:57:39 main:574] : INFO : Epoch 1813 | loss: 0.0311359 | val_loss: 0.0311605 | Time: 5791.11 ms
[2022-02-05 08:57:45 main:574] : INFO : Epoch 1814 | loss: 0.0311369 | val_loss: 0.0311593 | Time: 5489.24 ms
[2022-02-05 08:57:50 main:574] : INFO : Epoch 1815 | loss: 0.031137 | val_loss: 0.0311525 | Time: 5385.76 ms
[2022-02-05 08:57:56 main:574] : INFO : Epoch 1816 | loss: 0.0311337 | val_loss: 0.0311498 | Time: 5550.13 ms
[2022-02-05 08:58:02 main:574] : INFO : Epoch 1817 | loss: 0.031131 | val_loss: 0.0311499 | Time: 5680.88 ms
[2022-02-05 08:58:07 main:574] : INFO : Epoch 1818 | loss: 0.0311305 | val_loss: 0.0311536 | Time: 5525.11 ms
[2022-02-05 08:58:13 main:574] : INFO : Epoch 1819 | loss: 0.0311287 | val_loss: 0.0311511 | Time: 5717.49 ms
[2022-02-05 08:58:19 main:574] : INFO : Epoch 1820 | loss: 0.0311296 | val_loss: 0.0311538 | Time: 5689.31 ms
[2022-02-05 08:58:24 main:574] : INFO : Epoch 1821 | loss: 0.0311327 | val_loss: 0.0311521 | Time: 5455.45 ms
[2022-02-05 08:58:30 main:574] : INFO : Epoch 1822 | loss: 0.0311329 | val_loss: 0.0311507 | Time: 5530.13 ms
[2022-02-05 08:58:36 main:574] : INFO : Epoch 1823 | loss: 0.0311334 | val_loss: 0.0311549 | Time: 5752.68 ms
[2022-02-05 08:58:42 main:574] : INFO : Epoch 1824 | loss: 0.0311329 | val_loss: 0.0311583 | Time: 5823.61 ms
[2022-02-05 08:58:48 main:574] : INFO : Epoch 1825 | loss: 0.0311421 | val_loss: 0.0311611 | Time: 5711.32 ms
[2022-02-05 08:58:53 main:574] : INFO : Epoch 1826 | loss: 0.0311443 | val_loss: 0.0311558 | Time: 5626.53 ms
[2022-02-05 08:58:59 main:574] : INFO : Epoch 1827 | loss: 0.0311429 | val_loss: 0.0311581 | Time: 5635.48 ms
[2022-02-05 08:59:05 main:574] : INFO : Epoch 1828 | loss: 0.0311434 | val_loss: 0.0311578 | Time: 5548.22 ms
[2022-02-05 08:59:10 main:574] : INFO : Epoch 1829 | loss: 0.0311412 | val_loss: 0.0311552 | Time: 5654.27 ms
[2022-02-05 08:59:16 main:574] : INFO : Epoch 1830 | loss: 0.0311363 | val_loss: 0.0311503 | Time: 5634.52 ms
[2022-02-05 08:59:22 main:574] : INFO : Epoch 1831 | loss: 0.0311352 | val_loss: 0.031152 | Time: 5600.66 ms
[2022-02-05 08:59:27 main:574] : INFO : Epoch 1832 | loss: 0.0311342 | val_loss: 0.0311515 | Time: 5464.35 ms
[2022-02-05 08:59:33 main:574] : INFO : Epoch 1833 | loss: 0.0311373 | val_loss: 0.0311531 | Time: 5619.07 ms
[2022-02-05 08:59:39 main:574] : INFO : Epoch 1834 | loss: 0.0311366 | val_loss: 0.031156 | Time: 5514.64 ms
[2022-02-05 08:59:44 main:574] : INFO : Epoch 1835 | loss: 0.0311351 | val_loss: 0.0311533 | Time: 5535.34 ms
[2022-02-05 08:59:50 main:574] : INFO : Epoch 1836 | loss: 0.0311344 | val_loss: 0.0311547 | Time: 5450.53 ms
[2022-02-05 08:59:55 main:574] : INFO : Epoch 1837 | loss: 0.0311344 | val_loss: 0.0311487 | Time: 5657.55 ms
[2022-02-05 09:00:01 main:574] : INFO : Epoch 1838 | loss: 0.0311313 | val_loss: 0.0311559 | Time: 5533.83 ms
[2022-02-05 09:00:07 main:574] : INFO : Epoch 1839 | loss: 0.0311305 | val_loss: 0.0311502 | Time: 5716.94 ms
[2022-02-05 09:00:13 main:574] : INFO : Epoch 1840 | loss: 0.0311283 | val_loss: 0.031148 | Time: 5857.38 ms
[2022-02-05 09:00:18 main:574] : INFO : Epoch 1841 | loss: 0.0311278 | val_loss: 0.0311495 | Time: 5542.97 ms
[2022-02-05 09:00:24 main:574] : INFO : Epoch 1842 | loss: 0.0311289 | val_loss: 0.0311501 | Time: 5491.99 ms
[2022-02-05 09:00:30 main:574] : INFO : Epoch 1843 | loss: 0.0311289 | val_loss: 0.0311521 | Time: 5679.04 ms
[2022-02-05 09:00:35 main:574] : INFO : Epoch 1844 | loss: 0.0311301 | val_loss: 0.0311526 | Time: 5489.55 ms
[2022-02-05 09:00:41 main:574] : INFO : Epoch 1845 | loss: 0.0311306 | val_loss: 0.0311536 | Time: 5493.87 ms
[2022-02-05 09:00:47 main:574] : INFO : Epoch 1846 | loss: 0.0311303 | val_loss: 0.0311499 | Time: 5701.61 ms
[2022-02-05 09:00:52 main:574] : INFO : Epoch 1847 | loss: 0.0311296 | val_loss: 0.0311561 | Time: 5659.54 ms
[2022-02-05 09:00:58 main:574] : INFO : Epoch 1848 | loss: 0.0311316 | val_loss: 0.0311488 | Time: 5663.32 ms
[2022-02-05 09:01:04 main:574] : INFO : Epoch 1849 | loss: 0.0311308 | val_loss: 0.0311494 | Time: 5513.53 ms
[2022-02-05 09:01:10 main:574] : INFO : Epoch 1850 | loss: 0.0311278 | val_loss: 0.0311522 | Time: 5659.96 ms
[2022-02-05 09:01:15 main:574] : INFO : Epoch 1851 | loss: 0.0311275 | val_loss: 0.0311545 | Time: 5577.92 ms
[2022-02-05 09:01:21 main:574] : INFO : Epoch 1852 | loss: 0.031126 | val_loss: 0.0311538 | Time: 5853.34 ms
[2022-02-05 09:01:27 main:574] : INFO : Epoch 1853 | loss: 0.0311264 | val_loss: 0.0311508 | Time: 5495.27 ms
[2022-02-05 09:01:32 main:574] : INFO : Epoch 1854 | loss: 0.031125 | val_loss: 0.0311483 | Time: 5438.17 ms
[2022-02-05 09:01:38 main:574] : INFO : Epoch 1855 | loss: 0.0311241 | val_loss: 0.0311495 | Time: 5507.04 ms
[2022-02-05 09:01:43 main:574] : INFO : Epoch 1856 | loss: 0.031125 | val_loss: 0.0311507 | Time: 5476.66 ms
[2022-02-05 09:01:49 main:574] : INFO : Epoch 1857 | loss: 0.0311246 | val_loss: 0.0311488 | Time: 5742.99 ms
[2022-02-05 09:01:55 main:574] : INFO : Epoch 1858 | loss: 0.0311248 | val_loss: 0.0311566 | Time: 6093.38 ms
[2022-02-05 09:02:01 main:574] : INFO : Epoch 1859 | loss: 0.0311266 | val_loss: 0.0311516 | Time: 5714.66 ms
[2022-02-05 09:02:07 main:574] : INFO : Epoch 1860 | loss: 0.0311291 | val_loss: 0.0311489 | Time: 5623.66 ms
[2022-02-05 09:02:13 main:574] : INFO : Epoch 1861 | loss: 0.0311311 | val_loss: 0.0311485 | Time: 5641.2 ms
[2022-02-05 09:02:18 main:574] : INFO : Epoch 1862 | loss: 0.0311319 | val_loss: 0.031154 | Time: 5424.07 ms
[2022-02-05 09:02:24 main:574] : INFO : Epoch 1863 | loss: 0.0311317 | val_loss: 0.0311504 | Time: 5428.58 ms
[2022-02-05 09:02:29 main:574] : INFO : Epoch 1864 | loss: 0.0311292 | val_loss: 0.031152 | Time: 5692.88 ms
[2022-02-05 09:02:35 main:574] : INFO : Epoch 1865 | loss: 0.0311264 | val_loss: 0.0311463 | Time: 5787.96 ms
[2022-02-05 09:02:41 main:574] : INFO : Epoch 1866 | loss: 0.0311279 | val_loss: 0.0311509 | Time: 5451.92 ms
[2022-02-05 09:02:46 main:574] : INFO : Epoch 1867 | loss: 0.0311284 | val_loss: 0.0311488 | Time: 5500.47 ms
[2022-02-05 09:02:52 main:574] : INFO : Epoch 1868 | loss: 0.0311271 | val_loss: 0.0311523 | Time: 5946.91 ms
[2022-02-05 09:02:59 main:574] : INFO : Epoch 1869 | loss: 0.0311268 | val_loss: 0.0311494 | Time: 6235.63 ms
[2022-02-05 09:03:05 main:574] : INFO : Epoch 1870 | loss: 0.0311238 | val_loss: 0.0311471 | Time: 6378.19 ms
[2022-02-05 09:03:11 main:574] : INFO : Epoch 1871 | loss: 0.0311255 | val_loss: 0.0311496 | Time: 5786.54 ms
[2022-02-05 09:03:16 main:574] : INFO : Epoch 1872 | loss: 0.0311246 | val_loss: 0.031152 | Time: 5276.54 ms
[2022-02-05 09:03:22 main:574] : INFO : Epoch 1873 | loss: 0.031123 | val_loss: 0.0311472 | Time: 5440.04 ms
[2022-02-05 09:03:28 main:574] : INFO : Epoch 1874 | loss: 0.0311227 | val_loss: 0.031149 | Time: 5861.22 ms
[2022-02-05 09:03:34 main:574] : INFO : Epoch 1875 | loss: 0.0311227 | val_loss: 0.0311442 | Time: 5691.83 ms
[2022-02-05 09:03:39 main:574] : INFO : Epoch 1876 | loss: 0.0311245 | val_loss: 0.0311503 | Time: 5577.94 ms
[2022-02-05 09:03:45 main:574] : INFO : Epoch 1877 | loss: 0.0311284 | val_loss: 0.0311461 | Time: 5500.93 ms
[2022-02-05 09:03:51 main:574] : INFO : Epoch 1878 | loss: 0.0311269 | val_loss: 0.0311461 | Time: 5653.04 ms
[2022-02-05 09:03:56 main:574] : INFO : Epoch 1879 | loss: 0.0311248 | val_loss: 0.0311517 | Time: 5516.84 ms
[2022-02-05 09:04:02 main:574] : INFO : Epoch 1880 | loss: 0.0311249 | val_loss: 0.0311464 | Time: 5497.47 ms
[2022-02-05 09:04:08 main:574] : INFO : Epoch 1881 | loss: 0.0311229 | val_loss: 0.0311474 | Time: 5635.09 ms
[2022-02-05 09:04:13 main:574] : INFO : Epoch 1882 | loss: 0.0311243 | val_loss: 0.0311504 | Time: 5432.94 ms
[2022-02-05 09:04:19 main:574] : INFO : Epoch 1883 | loss: 0.0311237 | val_loss: 0.0311516 | Time: 5553.3 ms
[2022-02-05 09:04:25 main:574] : INFO : Epoch 1884 | loss: 0.0311232 | val_loss: 0.0311445 | Time: 6148.64 ms
[2022-02-05 09:04:31 main:574] : INFO : Epoch 1885 | loss: 0.0311251 | val_loss: 0.0311545 | Time: 5552.32 ms
[2022-02-05 09:04:36 main:574] : INFO : Epoch 1886 | loss: 0.0311292 | val_loss: 0.0311507 | Time: 5611.24 ms
[2022-02-05 09:04:42 main:574] : INFO : Epoch 1887 | loss: 0.0311262 | val_loss: 0.0311533 | Time: 5526.27 ms
[2022-02-05 09:04:48 main:574] : INFO : Epoch 1888 | loss: 0.0311263 | val_loss: 0.03115 | Time: 5464.81 ms
[2022-02-05 09:04:53 main:574] : INFO : Epoch 1889 | loss: 0.0311264 | val_loss: 0.0311464 | Time: 5566.27 ms
[2022-02-05 09:04:59 main:574] : INFO : Epoch 1890 | loss: 0.0311219 | val_loss: 0.0311466 | Time: 5438.85 ms
[2022-02-05 09:05:04 main:574] : INFO : Epoch 1891 | loss: 0.0311225 | val_loss: 0.0311512 | Time: 5696.67 ms
[2022-02-05 09:05:10 main:574] : INFO : Epoch 1892 | loss: 0.0311212 | val_loss: 0.031148 | Time: 5569.48 ms
[2022-02-05 09:05:16 main:574] : INFO : Epoch 1893 | loss: 0.0311217 | val_loss: 0.0311522 | Time: 5424.41 ms
[2022-02-05 09:05:21 main:574] : INFO : Epoch 1894 | loss: 0.0311228 | val_loss: 0.031152 | Time: 5737.67 ms
[2022-02-05 09:05:27 main:574] : INFO : Epoch 1895 | loss: 0.0311217 | val_loss: 0.0311507 | Time: 5402.52 ms
[2022-02-05 09:05:32 main:574] : INFO : Epoch 1896 | loss: 0.0311214 | val_loss: 0.031148 | Time: 5371.37 ms
[2022-02-05 09:05:38 main:574] : INFO : Epoch 1897 | loss: 0.0311225 | val_loss: 0.0311487 | Time: 5578.5 ms
[2022-02-05 09:05:44 main:574] : INFO : Epoch 1898 | loss: 0.0311254 | val_loss: 0.0311453 | Time: 5546.84 ms
[2022-02-05 09:05:49 main:574] : INFO : Epoch 1899 | loss: 0.0311224 | val_loss: 0.0311463 | Time: 5569.67 ms
[2022-02-05 09:05:55 main:574] : INFO : Epoch 1900 | loss: 0.0311218 | val_loss: 0.0311496 | Time: 5651.66 ms
[2022-02-05 09:06:01 main:574] : INFO : Epoch 1901 | loss: 0.0311196 | val_loss: 0.0311541 | Time: 5652.41 ms
[2022-02-05 09:06:07 main:574] : INFO : Epoch 1902 | loss: 0.0311202 | val_loss: 0.0311514 | Time: 5606.63 ms
[2022-02-05 09:06:12 main:574] : INFO : Epoch 1903 | loss: 0.03112 | val_loss: 0.0311523 | Time: 5435.36 ms
[2022-02-05 09:06:18 main:574] : INFO : Epoch 1904 | loss: 0.031121 | val_loss: 0.0311503 | Time: 5688.82 ms
[2022-02-05 09:06:23 main:574] : INFO : Epoch 1905 | loss: 0.0311228 | val_loss: 0.0311535 | Time: 5437.33 ms
[2022-02-05 09:06:29 main:574] : INFO : Epoch 1906 | loss: 0.0311235 | val_loss: 0.0311556 | Time: 5460.22 ms
[2022-02-05 09:06:34 main:574] : INFO : Epoch 1907 | loss: 0.0311209 | val_loss: 0.0311522 | Time: 5486.32 ms
[2022-02-05 09:06:40 main:574] : INFO : Epoch 1908 | loss: 0.0311221 | val_loss: 0.0311591 | Time: 5661.4 ms
[2022-02-05 09:06:46 main:574] : INFO : Epoch 1909 | loss: 0.0311225 | val_loss: 0.0311509 | Time: 5511.19 ms
[2022-02-05 09:06:51 main:574] : INFO : Epoch 1910 | loss: 0.0311205 | val_loss: 0.0311471 | Time: 5466.85 ms
[2022-02-05 09:06:57 main:574] : INFO : Epoch 1911 | loss: 0.0311201 | val_loss: 0.0311494 | Time: 5830.67 ms
[2022-02-05 09:07:03 main:574] : INFO : Epoch 1912 | loss: 0.0311186 | val_loss: 0.0311504 | Time: 5609.39 ms
[2022-02-05 09:07:09 main:574] : INFO : Epoch 1913 | loss: 0.0311201 | val_loss: 0.0311515 | Time: 5640.2 ms
[2022-02-05 09:07:14 main:574] : INFO : Epoch 1914 | loss: 0.0311225 | val_loss: 0.03115 | Time: 5579.23 ms
[2022-02-05 09:07:20 main:574] : INFO : Epoch 1915 | loss: 0.0311225 | val_loss: 0.0311538 | Time: 5478.27 ms
[2022-02-05 09:07:26 main:574] : INFO : Epoch 1916 | loss: 0.0311199 | val_loss: 0.0311572 | Time: 5752.2 ms
[2022-02-05 09:07:31 main:574] : INFO : Epoch 1917 | loss: 0.0311187 | val_loss: 0.0311528 | Time: 5597.95 ms
[2022-02-05 09:07:37 main:574] : INFO : Epoch 1918 | loss: 0.03112 | val_loss: 0.0311537 | Time: 5504.15 ms
[2022-02-05 09:07:43 main:574] : INFO : Epoch 1919 | loss: 0.0311191 | val_loss: 0.0311582 | Time: 5682.38 ms
[2022-02-05 09:07:48 main:574] : INFO : Epoch 1920 | loss: 0.031118 | val_loss: 0.0311505 | Time: 5613.34 ms
[2022-02-05 09:07:54 main:574] : INFO : Epoch 1921 | loss: 0.0311181 | val_loss: 0.0311551 | Time: 5479.62 ms
[2022-02-05 09:08:00 main:574] : INFO : Epoch 1922 | loss: 0.031119 | val_loss: 0.031155 | Time: 5501.82 ms
[2022-02-05 09:08:05 main:574] : INFO : Epoch 1923 | loss: 0.0311295 | val_loss: 0.0311586 | Time: 5699.19 ms
[2022-02-05 09:08:11 main:574] : INFO : Epoch 1924 | loss: 0.0311258 | val_loss: 0.0311591 | Time: 5458.27 ms
[2022-02-05 09:08:16 main:574] : INFO : Epoch 1925 | loss: 0.0311217 | val_loss: 0.0311558 | Time: 5402.86 ms
[2022-02-05 09:08:22 main:574] : INFO : Epoch 1926 | loss: 0.0311173 | val_loss: 0.0311482 | Time: 5863.78 ms
[2022-02-05 09:08:28 main:574] : INFO : Epoch 1927 | loss: 0.0311164 | val_loss: 0.0311531 | Time: 5407.12 ms
[2022-02-05 09:08:33 main:574] : INFO : Epoch 1928 | loss: 0.0311206 | val_loss: 0.0311532 | Time: 5452.95 ms
[2022-02-05 09:08:39 main:574] : INFO : Epoch 1929 | loss: 0.0311252 | val_loss: 0.0311616 | Time: 5574.24 ms
[2022-02-05 09:08:45 main:574] : INFO : Epoch 1930 | loss: 0.0311259 | val_loss: 0.031152 | Time: 5521 ms
[2022-02-05 09:08:50 main:574] : INFO : Epoch 1931 | loss: 0.0311237 | val_loss: 0.0311543 | Time: 5543.85 ms
[2022-02-05 09:08:56 main:574] : INFO : Epoch 1932 | loss: 0.0311245 | val_loss: 0.0311465 | Time: 5566.19 ms
[2022-02-05 09:09:02 main:574] : INFO : Epoch 1933 | loss: 0.0311264 | val_loss: 0.0311526 | Time: 5600.74 ms
[2022-02-05 09:09:07 main:574] : INFO : Epoch 1934 | loss: 0.0311237 | val_loss: 0.0311482 | Time: 5582.58 ms
[2022-02-05 09:09:13 main:574] : INFO : Epoch 1935 | loss: 0.031122 | val_loss: 0.031148 | Time: 5545.66 ms
[2022-02-05 09:09:18 main:574] : INFO : Epoch 1936 | loss: 0.0311237 | val_loss: 0.031151 | Time: 5374.25 ms
[2022-02-05 09:09:24 main:574] : INFO : Epoch 1937 | loss: 0.0311235 | val_loss: 0.0311493 | Time: 5566.59 ms
[2022-02-05 09:09:30 main:574] : INFO : Epoch 1938 | loss: 0.0311242 | val_loss: 0.0311533 | Time: 5494.27 ms
[2022-02-05 09:09:35 main:574] : INFO : Epoch 1939 | loss: 0.0311236 | val_loss: 0.0311555 | Time: 5492.37 ms
[2022-02-05 09:09:41 main:574] : INFO : Epoch 1940 | loss: 0.0311285 | val_loss: 0.0311515 | Time: 5641.52 ms
[2022-02-05 09:09:46 main:574] : INFO : Epoch 1941 | loss: 0.0311252 | val_loss: 0.0311491 | Time: 5396.17 ms
[2022-02-05 09:09:52 main:574] : INFO : Epoch 1942 | loss: 0.0311251 | val_loss: 0.0311494 | Time: 5640.03 ms
[2022-02-05 09:09:58 main:574] : INFO : Epoch 1943 | loss: 0.0311219 | val_loss: 0.0311515 | Time: 5424.8 ms
[2022-02-05 09:10:03 main:574] : INFO : Epoch 1944 | loss: 0.0311216 | val_loss: 0.0311554 | Time: 5606.24 ms
[2022-02-05 09:10:09 main:574] : INFO : Epoch 1945 | loss: 0.0311207 | val_loss: 0.0311494 | Time: 5678.42 ms
[2022-02-05 09:10:15 main:574] : INFO : Epoch 1946 | loss: 0.0311191 | val_loss: 0.0311491 | Time: 5529.48 ms
[2022-02-05 09:10:20 main:574] : INFO : Epoch 1947 | loss: 0.0311183 | val_loss: 0.0311554 | Time: 5649.85 ms
[2022-02-05 09:10:26 main:574] : INFO : Epoch 1948 | loss: 0.0311168 | val_loss: 0.0311509 | Time: 5459.92 ms
[2022-02-05 09:10:31 main:574] : INFO : Epoch 1949 | loss: 0.0311174 | val_loss: 0.0311562 | Time: 5471.55 ms
[2022-02-05 09:10:37 main:574] : INFO : Epoch 1950 | loss: 0.0311175 | val_loss: 0.0311548 | Time: 5720.21 ms
[2022-02-05 09:10:43 main:574] : INFO : Epoch 1951 | loss: 0.0311162 | val_loss: 0.0311494 | Time: 5542.54 ms
[2022-02-05 09:10:48 main:574] : INFO : Epoch 1952 | loss: 0.0311161 | val_loss: 0.031152 | Time: 5413.25 ms
[2022-02-05 09:10:54 main:574] : INFO : Epoch 1953 | loss: 0.0311201 | val_loss: 0.0311573 | Time: 5622.41 ms
[2022-02-05 09:11:00 main:574] : INFO : Epoch 1954 | loss: 0.0311183 | val_loss: 0.0311551 | Time: 5582.26 ms
[2022-02-05 09:11:05 main:574] : INFO : Epoch 1955 | loss: 0.031116 | val_loss: 0.0311475 | Time: 5528.31 ms
[2022-02-05 09:11:11 main:574] : INFO : Epoch 1956 | loss: 0.0311157 | val_loss: 0.0311504 | Time: 5698.87 ms
[2022-02-05 09:11:17 main:574] : INFO : Epoch 1957 | loss: 0.0311172 | val_loss: 0.0311511 | Time: 5677.75 ms
[2022-02-05 09:11:22 main:574] : INFO : Epoch 1958 | loss: 0.0311195 | val_loss: 0.0311547 | Time: 5504.14 ms
[2022-02-05 09:11:28 main:574] : INFO : Epoch 1959 | loss: 0.0311213 | val_loss: 0.0311568 | Time: 5515.5 ms
[2022-02-05 09:11:34 main:574] : INFO : Epoch 1960 | loss: 0.0311272 | val_loss: 0.0311518 | Time: 5656 ms
[2022-02-05 09:11:39 main:574] : INFO : Epoch 1961 | loss: 0.0311257 | val_loss: 0.031161 | Time: 5491.3 ms
[2022-02-05 09:11:45 main:574] : INFO : Epoch 1962 | loss: 0.0311268 | val_loss: 0.0311557 | Time: 5356.34 ms
[2022-02-05 09:11:50 main:574] : INFO : Epoch 1963 | loss: 0.0311228 | val_loss: 0.0311537 | Time: 5457.45 ms
[2022-02-05 09:11:56 main:574] : INFO : Epoch 1964 | loss: 0.031122 | val_loss: 0.0311527 | Time: 5576.41 ms
[2022-02-05 09:12:02 main:574] : INFO : Epoch 1965 | loss: 0.0311225 | val_loss: 0.0311528 | Time: 5626.43 ms
[2022-02-05 09:12:07 main:574] : INFO : Epoch 1966 | loss: 0.0311208 | val_loss: 0.0311496 | Time: 5366.82 ms
[2022-02-05 09:12:13 main:574] : INFO : Epoch 1967 | loss: 0.0311185 | val_loss: 0.0311519 | Time: 5503.78 ms
[2022-02-05 09:12:18 main:574] : INFO : Epoch 1968 | loss: 0.0311175 | val_loss: 0.0311527 | Time: 5594.5 ms
[2022-02-05 09:12:24 main:574] : INFO : Epoch 1969 | loss: 0.0311161 | val_loss: 0.0311538 | Time: 5617.21 ms
[2022-02-05 09:12:30 main:574] : INFO : Epoch 1970 | loss: 0.0311175 | val_loss: 0.0311494 | Time: 5473.02 ms
[2022-02-05 09:12:35 main:574] : INFO : Epoch 1971 | loss: 0.0311177 | val_loss: 0.0311543 | Time: 5368.22 ms
[2022-02-05 09:12:41 main:574] : INFO : Epoch 1972 | loss: 0.031116 | val_loss: 0.0311451 | Time: 5596.1 ms
[2022-02-05 09:12:46 main:574] : INFO : Epoch 1973 | loss: 0.0311166 | val_loss: 0.0311445 | Time: 5653.33 ms
[2022-02-05 09:12:52 main:574] : INFO : Epoch 1974 | loss: 0.0311285 | val_loss: 0.0311573 | Time: 5520.48 ms
[2022-02-05 09:12:58 main:574] : INFO : Epoch 1975 | loss: 0.0311255 | val_loss: 0.0311441 | Time: 5361.56 ms
[2022-02-05 09:13:03 main:574] : INFO : Epoch 1976 | loss: 0.0311235 | val_loss: 0.0311504 | Time: 5721.18 ms
[2022-02-05 09:13:09 main:574] : INFO : Epoch 1977 | loss: 0.0311203 | val_loss: 0.0311489 | Time: 5705.39 ms
[2022-02-05 09:13:15 main:574] : INFO : Epoch 1978 | loss: 0.0311321 | val_loss: 0.0311534 | Time: 5555.49 ms
[2022-02-05 09:13:21 main:574] : INFO : Epoch 1979 | loss: 0.0311368 | val_loss: 0.0311502 | Time: 5711.35 ms
[2022-02-05 09:13:26 main:574] : INFO : Epoch 1980 | loss: 0.031132 | val_loss: 0.0311474 | Time: 5566 ms
[2022-02-05 09:13:32 main:574] : INFO : Epoch 1981 | loss: 0.0311306 | val_loss: 0.0311477 | Time: 5422.79 ms
[2022-02-05 09:13:37 main:574] : INFO : Epoch 1982 | loss: 0.0311277 | val_loss: 0.031147 | Time: 5683.31 ms
[2022-02-05 09:13:43 main:574] : INFO : Epoch 1983 | loss: 0.0311281 | val_loss: 0.0311483 | Time: 5397.91 ms
[2022-02-05 09:13:49 main:574] : INFO : Epoch 1984 | loss: 0.031127 | val_loss: 0.0311488 | Time: 5614.6 ms
[2022-02-05 09:13:54 main:574] : INFO : Epoch 1985 | loss: 0.0311271 | val_loss: 0.0311503 | Time: 5524.36 ms
[2022-02-05 09:14:00 main:574] : INFO : Epoch 1986 | loss: 0.0311255 | val_loss: 0.0311525 | Time: 5761.57 ms
[2022-02-05 09:14:06 main:574] : INFO : Epoch 1987 | loss: 0.0311278 | val_loss: 0.0311484 | Time: 5571.41 ms
[2022-02-05 09:14:11 main:574] : INFO : Epoch 1988 | loss: 0.0311283 | val_loss: 0.0311465 | Time: 5545.07 ms
[2022-02-05 09:14:17 main:574] : INFO : Epoch 1989 | loss: 0.0311265 | val_loss: 0.0311495 | Time: 5680.1 ms
[2022-02-05 09:14:23 main:574] : INFO : Epoch 1990 | loss: 0.0311247 | val_loss: 0.0311466 | Time: 5491.49 ms
[2022-02-05 09:14:28 main:574] : INFO : Epoch 1991 | loss: 0.0311231 | val_loss: 0.0311438 | Time: 5599.27 ms
[2022-02-05 09:14:34 main:574] : INFO : Epoch 1992 | loss: 0.0311212 | val_loss: 0.0311484 | Time: 5791.61 ms
[2022-02-05 09:14:40 main:574] : INFO : Epoch 1993 | loss: 0.0311197 | val_loss: 0.0311441 | Time: 5613.11 ms
[2022-02-05 09:14:45 main:574] : INFO : Epoch 1994 | loss: 0.0311236 | val_loss: 0.0311493 | Time: 5509.66 ms
[2022-02-05 09:14:51 main:574] : INFO : Epoch 1995 | loss: 0.0311245 | val_loss: 0.031149 | Time: 5676.02 ms
[2022-02-05 09:14:57 main:574] : INFO : Epoch 1996 | loss: 0.0311244 | val_loss: 0.0311463 | Time: 5567.38 ms
[2022-02-05 09:15:03 main:574] : INFO : Epoch 1997 | loss: 0.031125 | val_loss: 0.0311456 | Time: 5560.65 ms
[2022-02-05 09:15:08 main:574] : INFO : Epoch 1998 | loss: 0.0311234 | val_loss: 0.0311518 | Time: 5595.32 ms
[2022-02-05 09:15:14 main:574] : INFO : Epoch 1999 | loss: 0.0311219 | val_loss: 0.0311566 | Time: 5811.43 ms
[2022-02-05 09:15:20 main:574] : INFO : Epoch 2000 | loss: 0.0311222 | val_loss: 0.0311557 | Time: 5649.55 ms
[2022-02-05 09:15:25 main:574] : INFO : Epoch 2001 | loss: 0.0311208 | val_loss: 0.0311533 | Time: 5512.41 ms
[2022-02-05 09:15:31 main:574] : INFO : Epoch 2002 | loss: 0.031119 | val_loss: 0.0311568 | Time: 5656.04 ms
[2022-02-05 09:15:37 main:574] : INFO : Epoch 2003 | loss: 0.0311189 | val_loss: 0.0311511 | Time: 5430.23 ms
[2022-02-05 09:15:42 main:574] : INFO : Epoch 2004 | loss: 0.0311198 | val_loss: 0.0311519 | Time: 5622.58 ms
[2022-02-05 09:15:48 main:574] : INFO : Epoch 2005 | loss: 0.0311174 | val_loss: 0.0311489 | Time: 5727.8 ms
[2022-02-05 09:15:54 main:574] : INFO : Epoch 2006 | loss: 0.0311146 | val_loss: 0.031147 | Time: 5826.52 ms
[2022-02-05 09:16:00 main:574] : INFO : Epoch 2007 | loss: 0.0311132 | val_loss: 0.0311535 | Time: 5536.45 ms
[2022-02-05 09:16:05 main:574] : INFO : Epoch 2008 | loss: 0.0311167 | val_loss: 0.0311512 | Time: 5557.88 ms
[2022-02-05 09:16:11 main:574] : INFO : Epoch 2009 | loss: 0.0311215 | val_loss: 0.0311513 | Time: 5778.59 ms
[2022-02-05 09:16:17 main:574] : INFO : Epoch 2010 | loss: 0.0311186 | val_loss: 0.0311507 | Time: 5512.83 ms
[2022-02-05 09:16:22 main:574] : INFO : Epoch 2011 | loss: 0.0311205 | val_loss: 0.0311535 | Time: 5498.68 ms
[2022-02-05 09:16:28 main:574] : INFO : Epoch 2012 | loss: 0.0311227 | val_loss: 0.0311544 | Time: 5465.98 ms
[2022-02-05 09:16:34 main:574] : INFO : Epoch 2013 | loss: 0.0311209 | val_loss: 0.0311505 | Time: 5609.37 ms
[2022-02-05 09:16:40 main:574] : INFO : Epoch 2014 | loss: 0.0311253 | val_loss: 0.0311516 | Time: 5786.59 ms
[2022-02-05 09:16:45 main:574] : INFO : Epoch 2015 | loss: 0.031128 | val_loss: 0.031145 | Time: 5645.72 ms
[2022-02-05 09:16:51 main:574] : INFO : Epoch 2016 | loss: 0.0311213 | val_loss: 0.0311447 | Time: 5381.75 ms
[2022-02-05 09:16:56 main:574] : INFO : Epoch 2017 | loss: 0.0311194 | val_loss: 0.0311495 | Time: 5432.48 ms
[2022-02-05 09:17:02 main:574] : INFO : Epoch 2018 | loss: 0.0311183 | val_loss: 0.0311479 | Time: 5438.42 ms
[2022-02-05 09:17:07 main:574] : INFO : Epoch 2019 | loss: 0.031116 | val_loss: 0.0311462 | Time: 5594.95 ms
[2022-02-05 09:17:13 main:574] : INFO : Epoch 2020 | loss: 0.0311157 | val_loss: 0.0311489 | Time: 5613.51 ms
[2022-02-05 09:17:19 main:574] : INFO : Epoch 2021 | loss: 0.0311149 | val_loss: 0.0311483 | Time: 5555.91 ms
[2022-02-05 09:17:24 main:574] : INFO : Epoch 2022 | loss: 0.0311165 | val_loss: 0.031155 | Time: 5671.21 ms
[2022-02-05 09:17:30 main:574] : INFO : Epoch 2023 | loss: 0.0311183 | val_loss: 0.0311538 | Time: 5703.26 ms
[2022-02-05 09:17:36 main:574] : INFO : Epoch 2024 | loss: 0.0311185 | val_loss: 0.0311472 | Time: 5547.65 ms
[2022-02-05 09:17:41 main:574] : INFO : Epoch 2025 | loss: 0.0311158 | val_loss: 0.0311441 | Time: 5339.88 ms
[2022-02-05 09:17:47 main:574] : INFO : Epoch 2026 | loss: 0.0311165 | val_loss: 0.0311468 | Time: 5408.6 ms
[2022-02-05 09:17:53 main:574] : INFO : Epoch 2027 | loss: 0.0311173 | val_loss: 0.031147 | Time: 5795.46 ms
[2022-02-05 09:17:58 main:574] : INFO : Epoch 2028 | loss: 0.0311144 | val_loss: 0.0311508 | Time: 5585.62 ms
[2022-02-05 09:18:04 main:574] : INFO : Epoch 2029 | loss: 0.0311154 | val_loss: 0.0311531 | Time: 5535.63 ms
[2022-02-05 09:18:10 main:574] : INFO : Epoch 2030 | loss: 0.0311168 | val_loss: 0.0311534 | Time: 5545.66 ms
[2022-02-05 09:18:15 main:574] : INFO : Epoch 2031 | loss: 0.0311184 | val_loss: 0.031147 | Time: 5546.08 ms
[2022-02-05 09:18:21 main:574] : INFO : Epoch 2032 | loss: 0.0311178 | val_loss: 0.0311497 | Time: 5694.36 ms
[2022-02-05 09:18:27 main:574] : INFO : Epoch 2033 | loss: 0.03112 | val_loss: 0.0311461 | Time: 5616.58 ms
[2022-02-05 09:18:32 main:574] : INFO : Epoch 2034 | loss: 0.031119 | val_loss: 0.0311462 | Time: 5661.79 ms
[2022-02-05 09:18:38 main:574] : INFO : Epoch 2035 | loss: 0.0311183 | val_loss: 0.0311511 | Time: 5609.24 ms
[2022-02-05 09:18:44 main:574] : INFO : Epoch 2036 | loss: 0.0311146 | val_loss: 0.0311472 | Time: 5772.53 ms
[2022-02-05 09:18:50 main:574] : INFO : Epoch 2037 | loss: 0.0311155 | val_loss: 0.0311428 | Time: 5484.08 ms
[2022-02-05 09:18:55 main:574] : INFO : Epoch 2038 | loss: 0.0311159 | val_loss: 0.0311494 | Time: 5397.96 ms
[2022-02-05 09:19:01 main:574] : INFO : Epoch 2039 | loss: 0.0311207 | val_loss: 0.0311535 | Time: 5643.3 ms
[2022-02-05 09:19:07 main:574] : INFO : Epoch 2040 | loss: 0.0311239 | val_loss: 0.0311555 | Time: 5644.07 ms
[2022-02-05 09:19:12 main:574] : INFO : Epoch 2041 | loss: 0.0311293 | val_loss: 0.0311449 | Time: 5484.79 ms
[2022-02-05 09:19:18 main:574] : INFO : Epoch 2042 | loss: 0.0311313 | val_loss: 0.0311487 | Time: 5373.28 ms
[2022-02-05 09:19:23 main:574] : INFO : Epoch 2043 | loss: 0.0311251 | val_loss: 0.0311497 | Time: 5556.9 ms
[2022-02-05 09:19:29 main:574] : INFO : Epoch 2044 | loss: 0.0311206 | val_loss: 0.0311462 | Time: 5649.41 ms
[2022-02-05 09:19:35 main:574] : INFO : Epoch 2045 | loss: 0.0311163 | val_loss: 0.0311422 | Time: 5613.96 ms
[2022-02-05 09:19:40 main:574] : INFO : Epoch 2046 | loss: 0.0311199 | val_loss: 0.0311442 | Time: 5454.06 ms
[2022-02-05 09:19:46 main:574] : INFO : Epoch 2047 | loss: 0.0311219 | val_loss: 0.0311444 | Time: 5633.42 ms
[2022-02-05 09:19:51 main:574] : INFO : Epoch 2048 | loss: 0.0311221 | val_loss: 0.0311459 | Time: 5418.09 ms
[2022-02-05 09:19:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311459
[2022-02-05 09:19:51 main:603] : INFO : Saving end state to config to file
[2022-02-05 09:19:52 main:608] : INFO : Success, exiting..
09:19:52 (1904): 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)