Task 4929072
| Name | ParityModified-1617247630-18562-2_0 |
| Workunit | 2923209 |
| Created | 12 Apr 2021, 18:54:48 UTC |
| Sent | 22 Apr 2021, 17:54:09 UTC |
| Report deadline | 29 Apr 2021, 17:54:09 UTC |
| Received | 22 Apr 2021, 20:40:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 33 min 5 sec |
| CPU time | 1 hours 32 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1542 | loss: 0.0311253 | val_loss: 0.0311492 | Time: 2699.54 ms [2021-04-22 21:17:10 main:574] : INFO : Epoch 1543 | loss: 0.031127 | val_loss: 0.0311512 | Time: 2702.54 ms [2021-04-22 21:17:13 main:574] : INFO : Epoch 1544 | loss: 0.0311253 | val_loss: 0.0311519 | Time: 2695.61 ms [2021-04-22 21:17:15 main:574] : INFO : Epoch 1545 | loss: 0.0311254 | val_loss: 0.031157 | Time: 2697.04 ms [2021-04-22 21:17:18 main:574] : INFO : Epoch 1546 | loss: 0.0311287 | val_loss: 0.0311499 | Time: 2697.2 ms [2021-04-22 21:17:21 main:574] : INFO : Epoch 1547 | loss: 0.0311273 | val_loss: 0.0311507 | Time: 2696.75 ms [2021-04-22 21:17:24 main:574] : INFO : Epoch 1548 | loss: 0.0311363 | val_loss: 0.031154 | Time: 2696.65 ms [2021-04-22 21:17:26 main:574] : INFO : Epoch 1549 | loss: 0.0311425 | val_loss: 0.0311753 | Time: 2696.12 ms [2021-04-22 21:17:29 main:574] : INFO : Epoch 1550 | loss: 0.0311465 | val_loss: 0.0311483 | Time: 2698.17 ms [2021-04-22 21:17:32 main:574] : INFO : Epoch 1551 | loss: 0.0311332 | val_loss: 0.0311461 | Time: 2695.1 ms [2021-04-22 21:17:34 main:574] : INFO : Epoch 1552 | loss: 0.0311313 | val_loss: 0.0311463 | Time: 2695.7 ms [2021-04-22 21:17:37 main:574] : INFO : Epoch 1553 | loss: 0.0311329 | val_loss: 0.0311481 | Time: 2697.02 ms [2021-04-22 21:17:40 main:574] : INFO : Epoch 1554 | loss: 0.031139 | val_loss: 0.0311506 | Time: 2696.94 ms [2021-04-22 21:17:43 main:574] : INFO : Epoch 1555 | loss: 0.0311363 | val_loss: 0.0311504 | Time: 2697.34 ms [2021-04-22 21:17:45 main:574] : INFO : Epoch 1556 | loss: 0.0311345 | val_loss: 0.0311438 | Time: 2698.02 ms [2021-04-22 21:17:48 main:574] : INFO : Epoch 1557 | loss: 0.0311308 | val_loss: 0.0311453 | Time: 2700.7 ms [2021-04-22 21:17:51 main:574] : INFO : Epoch 1558 | loss: 0.0311314 | val_loss: 0.0311448 | Time: 2700.59 ms [2021-04-22 21:17:53 main:574] : INFO : Epoch 1559 | loss: 0.0311297 | val_loss: 0.031145 | Time: 2698.23 ms [2021-04-22 21:17:56 main:574] : INFO : Epoch 1560 | loss: 0.0311289 | val_loss: 0.0311486 | Time: 2700.2 ms [2021-04-22 21:17:59 main:574] : INFO : Epoch 1561 | loss: 0.03113 | val_loss: 0.0311489 | Time: 2701.55 ms [2021-04-22 21:18:02 main:574] : INFO : Epoch 1562 | loss: 0.0311336 | val_loss: 0.0311583 | Time: 2702.53 ms [2021-04-22 21:18:04 main:574] : INFO : Epoch 1563 | loss: 0.031132 | val_loss: 0.0311456 | Time: 2703.14 ms [2021-04-22 21:18:07 main:574] : INFO : Epoch 1564 | loss: 0.0311286 | val_loss: 0.0311448 | Time: 2703.21 ms [2021-04-22 21:18:10 main:574] : INFO : Epoch 1565 | loss: 0.0311307 | val_loss: 0.0311498 | Time: 2703.83 ms [2021-04-22 21:18:12 main:574] : INFO : Epoch 1566 | loss: 0.0311371 | val_loss: 0.0311477 | Time: 2706.16 ms [2021-04-22 21:18:15 main:574] : INFO : Epoch 1567 | loss: 0.0311323 | val_loss: 0.0311471 | Time: 2702.25 ms [2021-04-22 21:18:18 main:574] : INFO : Epoch 1568 | loss: 0.0311327 | val_loss: 0.0311483 | Time: 2697.17 ms [2021-04-22 21:18:21 main:574] : INFO : Epoch 1569 | loss: 0.031134 | val_loss: 0.0311485 | Time: 2695.54 ms [2021-04-22 21:18:23 main:574] : INFO : Epoch 1570 | loss: 0.0311321 | val_loss: 0.0311531 | Time: 2695.72 ms [2021-04-22 21:18:26 main:574] : INFO : Epoch 1571 | loss: 0.0311382 | val_loss: 0.0311506 | Time: 2697.15 ms [2021-04-22 21:18:29 main:574] : INFO : Epoch 1572 | loss: 0.0311327 | val_loss: 0.0311512 | Time: 2696.96 ms [2021-04-22 21:18:31 main:574] : INFO : Epoch 1573 | loss: 0.0311297 | val_loss: 0.031146 | Time: 2698.73 ms [2021-04-22 21:18:34 main:574] : INFO : Epoch 1574 | loss: 0.0311303 | val_loss: 0.0311477 | Time: 2696.51 ms [2021-04-22 21:18:37 main:574] : INFO : Epoch 1575 | loss: 0.0311276 | val_loss: 0.0311469 | Time: 2698.34 ms [2021-04-22 21:18:40 main:574] : INFO : Epoch 1576 | loss: 0.0311274 | val_loss: 0.0311491 | Time: 2699.8 ms [2021-04-22 21:18:42 main:574] : INFO : Epoch 1577 | loss: 0.0311285 | val_loss: 0.0311464 | Time: 2699.36 ms [2021-04-22 21:18:45 main:574] : INFO : Epoch 1578 | loss: 0.0311264 | val_loss: 0.0311457 | Time: 2699.57 ms [2021-04-22 21:18:48 main:574] : INFO : Epoch 1579 | loss: 0.0311267 | val_loss: 0.0311469 | Time: 2702.41 ms [2021-04-22 21:18:50 main:574] : INFO : Epoch 1580 | loss: 0.0311258 | val_loss: 0.0311483 | Time: 2699.25 ms [2021-04-22 21:18:53 main:574] : INFO : Epoch 1581 | loss: 0.0311265 | val_loss: 0.0311485 | Time: 2698.24 ms [2021-04-22 21:18:56 main:574] : INFO : Epoch 1582 | loss: 0.0311246 | val_loss: 0.0311472 | Time: 2698.55 ms [2021-04-22 21:18:59 main:574] : INFO : Epoch 1583 | loss: 0.0311242 | val_loss: 0.0311544 | Time: 2698.82 ms [2021-04-22 21:19:01 main:574] : INFO : Epoch 1584 | loss: 0.0311271 | val_loss: 0.0311456 | Time: 2703.42 ms [2021-04-22 21:19:04 main:574] : INFO : Epoch 1585 | loss: 0.0311249 | val_loss: 0.0311496 | Time: 2701.7 ms [2021-04-22 21:19:07 main:574] : INFO : Epoch 1586 | loss: 0.0311254 | val_loss: 0.0311476 | Time: 2702.74 ms [2021-04-22 21:19:10 main:574] : INFO : Epoch 1587 | loss: 0.0311249 | val_loss: 0.0311474 | Time: 2703.13 ms [2021-04-22 21:19:12 main:574] : INFO : Epoch 1588 | loss: 0.0311266 | val_loss: 0.0311499 | Time: 2713.22 ms [2021-04-22 21:19:15 main:574] : INFO : Epoch 1589 | loss: 0.0311324 | val_loss: 0.0311523 | Time: 2706.03 ms [2021-04-22 21:19:18 main:574] : INFO : Epoch 1590 | loss: 0.0311303 | val_loss: 0.0311517 | Time: 2705.47 ms [2021-04-22 21:19:20 main:574] : INFO : Epoch 1591 | loss: 0.0311278 | val_loss: 0.0311479 | Time: 2705.12 ms [2021-04-22 21:19:23 main:574] : INFO : Epoch 1592 | loss: 0.0311283 | val_loss: 0.0311531 | Time: 2701.38 ms [2021-04-22 21:19:26 main:574] : INFO : Epoch 1593 | loss: 0.0311289 | val_loss: 0.0311507 | Time: 2698.74 ms [2021-04-22 21:19:29 main:574] : INFO : Epoch 1594 | loss: 0.0311274 | val_loss: 0.0311464 | Time: 2700.99 ms [2021-04-22 21:19:31 main:574] : INFO : Epoch 1595 | loss: 0.0311292 | val_loss: 0.031147 | Time: 2702.37 ms [2021-04-22 21:19:34 main:574] : INFO : Epoch 1596 | loss: 0.0311281 | val_loss: 0.0311494 | Time: 2700.63 ms [2021-04-22 21:19:37 main:574] : INFO : Epoch 1597 | loss: 0.0311261 | val_loss: 0.0311509 | Time: 2700.1 ms [2021-04-22 21:19:40 main:574] : INFO : Epoch 1598 | loss: 0.0311252 | val_loss: 0.0311513 | Time: 2701.13 ms [2021-04-22 21:19:42 main:574] : INFO : Epoch 1599 | loss: 0.031125 | val_loss: 0.0311498 | Time: 2700.77 ms [2021-04-22 21:19:45 main:574] : INFO : Epoch 1600 | loss: 0.0311255 | val_loss: 0.0311493 | Time: 2700.93 ms [2021-04-22 21:19:48 main:574] : INFO : Epoch 1601 | loss: 0.0311243 | val_loss: 0.0311511 | Time: 2700.45 ms [2021-04-22 21:19:50 main:574] : INFO : Epoch 1602 | loss: 0.031124 | val_loss: 0.0311492 | Time: 2700.97 ms [2021-04-22 21:19:53 main:574] : INFO : Epoch 1603 | loss: 0.0311245 | val_loss: 0.03115 | Time: 2701.08 ms [2021-04-22 21:19:56 main:574] : INFO : Epoch 1604 | loss: 0.0311253 | val_loss: 0.0311486 | Time: 2699.23 ms [2021-04-22 21:19:59 main:574] : INFO : Epoch 1605 | loss: 0.0311274 | val_loss: 0.0311498 | Time: 2699.98 ms [2021-04-22 21:20:01 main:574] : INFO : Epoch 1606 | loss: 0.0311246 | val_loss: 0.0311529 | Time: 2701.56 ms [2021-04-22 21:20:04 main:574] : INFO : Epoch 1607 | loss: 0.0311248 | val_loss: 0.0311505 | Time: 2700.94 ms [2021-04-22 21:20:07 main:574] : INFO : Epoch 1608 | loss: 0.0311232 | val_loss: 0.0311506 | Time: 2699.76 ms [2021-04-22 21:20:09 main:574] : INFO : Epoch 1609 | loss: 0.0311232 | val_loss: 0.0311502 | Time: 2703.38 ms [2021-04-22 21:20:12 main:574] : INFO : Epoch 1610 | loss: 0.0311285 | val_loss: 0.0311517 | Time: 2700.26 ms [2021-04-22 21:20:15 main:574] : INFO : Epoch 1611 | loss: 0.0311268 | val_loss: 0.0311495 | Time: 2702.48 ms [2021-04-22 21:20:18 main:574] : INFO : Epoch 1612 | loss: 0.0311303 | val_loss: 0.0311487 | Time: 2700.59 ms [2021-04-22 21:20:20 main:574] : INFO : Epoch 1613 | loss: 0.0311305 | val_loss: 0.0311496 | Time: 2701.43 ms [2021-04-22 21:20:23 main:574] : INFO : Epoch 1614 | loss: 0.0311306 | val_loss: 0.0311516 | Time: 2701.11 ms [2021-04-22 21:20:26 main:574] : INFO : Epoch 1615 | loss: 0.0311286 | val_loss: 0.0311473 | Time: 2703.18 ms [2021-04-22 21:20:29 main:574] : INFO : Epoch 1616 | loss: 0.0311288 | val_loss: 0.0311542 | Time: 2700.47 ms [2021-04-22 21:20:31 main:574] : INFO : Epoch 1617 | loss: 0.0311269 | val_loss: 0.0311497 | Time: 2703.13 ms [2021-04-22 21:20:34 main:574] : INFO : Epoch 1618 | loss: 0.0311256 | val_loss: 0.0311488 | Time: 2700.05 ms [2021-04-22 21:20:37 main:574] : INFO : Epoch 1619 | loss: 0.0311249 | val_loss: 0.0311546 | Time: 2701.95 ms [2021-04-22 21:20:39 main:574] : INFO : Epoch 1620 | loss: 0.0311264 | val_loss: 0.0311506 | Time: 2700.02 ms [2021-04-22 21:20:42 main:574] : INFO : Epoch 1621 | loss: 0.0311261 | val_loss: 0.0311552 | Time: 2701.78 ms [2021-04-22 21:20:45 main:574] : INFO : Epoch 1622 | loss: 0.0311269 | val_loss: 0.0311495 | Time: 2704.76 ms [2021-04-22 21:20:48 main:574] : INFO : Epoch 1623 | loss: 0.0311277 | val_loss: 0.031151 | Time: 2701.49 ms [2021-04-22 21:20:50 main:574] : INFO : Epoch 1624 | loss: 0.0311241 | val_loss: 0.0311542 | Time: 2700.96 ms [2021-04-22 21:20:53 main:574] : INFO : Epoch 1625 | loss: 0.0311259 | val_loss: 0.0311527 | Time: 2702.14 ms [2021-04-22 21:20:56 main:574] : INFO : Epoch 1626 | loss: 0.031126 | val_loss: 0.0311499 | Time: 2700.96 ms [2021-04-22 21:20:58 main:574] : INFO : Epoch 1627 | loss: 0.0311236 | val_loss: 0.0311494 | Time: 2701.09 ms [2021-04-22 21:21:01 main:574] : INFO : Epoch 1628 | loss: 0.031124 | val_loss: 0.0311511 | Time: 2701.37 ms [2021-04-22 21:21:04 main:574] : INFO : Epoch 1629 | loss: 0.0311249 | val_loss: 0.031148 | Time: 2706.84 ms [2021-04-22 21:21:07 main:574] : INFO : Epoch 1630 | loss: 0.0311255 | val_loss: 0.0311498 | Time: 2701.12 ms [2021-04-22 21:21:09 main:574] : INFO : Epoch 1631 | loss: 0.0311292 | val_loss: 0.0311473 | Time: 2702.38 ms [2021-04-22 21:21:12 main:574] : INFO : Epoch 1632 | loss: 0.0311277 | val_loss: 0.0311489 | Time: 2701.55 ms [2021-04-22 21:21:15 main:574] : INFO : Epoch 1633 | loss: 0.0311324 | val_loss: 0.0311509 | Time: 2712.46 ms [2021-04-22 21:21:18 main:574] : INFO : Epoch 1634 | loss: 0.0311292 | val_loss: 0.0311486 | Time: 2700.18 ms [2021-04-22 21:21:20 main:574] : INFO : Epoch 1635 | loss: 0.0311265 | val_loss: 0.0311489 | Time: 2702.14 ms [2021-04-22 21:21:23 main:574] : INFO : Epoch 1636 | loss: 0.031126 | val_loss: 0.0311497 | Time: 2705.36 ms [2021-04-22 21:21:26 main:574] : INFO : Epoch 1637 | loss: 0.031125 | val_loss: 0.0311462 | Time: 2703.02 ms [2021-04-22 21:21:28 main:574] : INFO : Epoch 1638 | loss: 0.0311255 | val_loss: 0.0311494 | Time: 2702.21 ms [2021-04-22 21:21:31 main:574] : INFO : Epoch 1639 | loss: 0.0311265 | val_loss: 0.0311476 | Time: 2700.22 ms [2021-04-22 21:21:34 main:574] : INFO : Epoch 1640 | loss: 0.0311251 | val_loss: 0.0311477 | Time: 2702.07 ms [2021-04-22 21:21:37 main:574] : INFO : Epoch 1641 | loss: 0.0311261 | val_loss: 0.0311455 | Time: 2700.87 ms [2021-04-22 21:21:39 main:574] : INFO : Epoch 1642 | loss: 0.0311233 | val_loss: 0.0311438 | Time: 2700.3 ms [2021-04-22 21:21:42 main:574] : INFO : Epoch 1643 | loss: 0.0311243 | val_loss: 0.0311491 | Time: 2704.46 ms [2021-04-22 21:21:45 main:574] : INFO : Epoch 1644 | loss: 0.0311277 | val_loss: 0.0311524 | Time: 2701.64 ms [2021-04-22 21:21:47 main:574] : INFO : Epoch 1645 | loss: 0.0311257 | val_loss: 0.0311483 | Time: 2702.65 ms [2021-04-22 21:21:50 main:574] : INFO : Epoch 1646 | loss: 0.0311245 | val_loss: 0.0311442 | Time: 2701.14 ms [2021-04-22 21:21:53 main:574] : INFO : Epoch 1647 | loss: 0.0311226 | val_loss: 0.0311463 | Time: 2700.87 ms [2021-04-22 21:21:56 main:574] : INFO : Epoch 1648 | loss: 0.0311247 | val_loss: 0.0311581 | Time: 2702.78 ms [2021-04-22 21:21:58 main:574] : INFO : Epoch 1649 | loss: 0.0311319 | val_loss: 0.0311581 | Time: 2700.96 ms [2021-04-22 21:22:01 main:574] : INFO : Epoch 1650 | loss: 0.0311264 | val_loss: 0.0311485 | Time: 2705.89 ms [2021-04-22 21:22:04 main:574] : INFO : Epoch 1651 | loss: 0.0311228 | val_loss: 0.0311528 | Time: 2701.81 ms [2021-04-22 21:22:07 main:574] : INFO : Epoch 1652 | loss: 0.0311257 | val_loss: 0.0311516 | Time: 2702.16 ms [2021-04-22 21:22:09 main:574] : INFO : Epoch 1653 | loss: 0.0311258 | val_loss: 0.0311494 | Time: 2702.32 ms [2021-04-22 21:22:12 main:574] : INFO : Epoch 1654 | loss: 0.0311285 | val_loss: 0.0311477 | Time: 2699.66 ms [2021-04-22 21:22:15 main:574] : INFO : Epoch 1655 | loss: 0.0311231 | val_loss: 0.0311471 | Time: 2700.43 ms [2021-04-22 21:22:17 main:574] : INFO : Epoch 1656 | loss: 0.0311219 | val_loss: 0.0311469 | Time: 2702.49 ms [2021-04-22 21:22:20 main:574] : INFO : Epoch 1657 | loss: 0.0311219 | val_loss: 0.0311469 | Time: 2704.07 ms [2021-04-22 21:22:23 main:574] : INFO : Epoch 1658 | loss: 0.0311234 | val_loss: 0.0311507 | Time: 2702.46 ms [2021-04-22 21:22:26 main:574] : INFO : Epoch 1659 | loss: 0.0311274 | val_loss: 0.0311498 | Time: 2714.36 ms [2021-04-22 21:22:28 main:574] : INFO : Epoch 1660 | loss: 0.0311282 | val_loss: 0.0311473 | Time: 2698.11 ms [2021-04-22 21:22:31 main:574] : INFO : Epoch 1661 | loss: 0.0311276 | val_loss: 0.0311472 | Time: 2697.35 ms [2021-04-22 21:22:34 main:574] : INFO : Epoch 1662 | loss: 0.0311281 | val_loss: 0.0311462 | Time: 2701.27 ms [2021-04-22 21:22:36 main:574] : INFO : Epoch 1663 | loss: 0.0311259 | val_loss: 0.0311461 | Time: 2698.63 ms [2021-04-22 21:22:39 main:574] : INFO : Epoch 1664 | loss: 0.0311298 | val_loss: 0.0311475 | Time: 2701.06 ms [2021-04-22 21:22:42 main:574] : INFO : Epoch 1665 | loss: 0.0311283 | val_loss: 0.0311573 | Time: 2700.14 ms [2021-04-22 21:22:45 main:574] : INFO : Epoch 1666 | loss: 0.0311244 | val_loss: 0.0311505 | Time: 2700.12 ms [2021-04-22 21:22:47 main:574] : INFO : Epoch 1667 | loss: 0.0311224 | val_loss: 0.0311481 | Time: 2699.08 ms [2021-04-22 21:22:50 main:574] : INFO : Epoch 1668 | loss: 0.031127 | val_loss: 0.0311496 | Time: 2698.8 ms [2021-04-22 21:22:53 main:574] : INFO : Epoch 1669 | loss: 0.0311247 | val_loss: 0.0311473 | Time: 2701.08 ms [2021-04-22 21:22:56 main:574] : INFO : Epoch 1670 | loss: 0.0311232 | val_loss: 0.0311489 | Time: 2699.68 ms [2021-04-22 21:22:58 main:574] : INFO : Epoch 1671 | loss: 0.0311228 | val_loss: 0.031148 | Time: 2701.97 ms [2021-04-22 21:23:01 main:574] : INFO : Epoch 1672 | loss: 0.0311216 | val_loss: 0.0311465 | Time: 2699.63 ms [2021-04-22 21:23:04 main:574] : INFO : Epoch 1673 | loss: 0.0311224 | val_loss: 0.0311501 | Time: 2698.36 ms [2021-04-22 21:23:06 main:574] : INFO : Epoch 1674 | loss: 0.0311264 | val_loss: 0.0311501 | Time: 2700.08 ms [2021-04-22 21:23:09 main:574] : INFO : Epoch 1675 | loss: 0.0311234 | val_loss: 0.0311487 | Time: 2709.97 ms [2021-04-22 21:23:12 main:574] : INFO : Epoch 1676 | loss: 0.0311256 | val_loss: 0.0311511 | Time: 2702.07 ms [2021-04-22 21:23:15 main:574] : INFO : Epoch 1677 | loss: 0.0311303 | val_loss: 0.0311673 | Time: 2701.39 ms [2021-04-22 21:23:17 main:574] : INFO : Epoch 1678 | loss: 0.0311294 | val_loss: 0.0311502 | Time: 2700.61 ms [2021-04-22 21:23:20 main:574] : INFO : Epoch 1679 | loss: 0.0311226 | val_loss: 0.0311487 | Time: 2699.36 ms [2021-04-22 21:23:23 main:574] : INFO : Epoch 1680 | loss: 0.0311239 | val_loss: 0.0311455 | Time: 2699.27 ms [2021-04-22 21:23:26 main:574] : INFO : Epoch 1681 | loss: 0.0311224 | val_loss: 0.0311481 | Time: 2715.74 ms [2021-04-22 21:23:28 main:574] : INFO : Epoch 1682 | loss: 0.0311224 | val_loss: 0.0311452 | Time: 2699.55 ms [2021-04-22 21:23:31 main:574] : INFO : Epoch 1683 | loss: 0.031127 | val_loss: 0.031146 | Time: 2699.9 ms [2021-04-22 21:23:34 main:574] : INFO : Epoch 1684 | loss: 0.0311263 | val_loss: 0.0311515 | Time: 2699.96 ms [2021-04-22 21:23:36 main:574] : INFO : Epoch 1685 | loss: 0.0311323 | val_loss: 0.0311521 | Time: 2704.44 ms [2021-04-22 21:23:39 main:574] : INFO : Epoch 1686 | loss: 0.0311332 | val_loss: 0.0311561 | Time: 2699.6 ms [2021-04-22 21:23:42 main:574] : INFO : Epoch 1687 | loss: 0.03113 | val_loss: 0.0311493 | Time: 2697.96 ms [2021-04-22 21:23:45 main:574] : INFO : Epoch 1688 | loss: 0.0311303 | val_loss: 0.031148 | Time: 2700.53 ms [2021-04-22 21:23:47 main:574] : INFO : Epoch 1689 | loss: 0.0311264 | val_loss: 0.0311515 | Time: 2697.45 ms [2021-04-22 21:23:50 main:574] : INFO : Epoch 1690 | loss: 0.0311296 | val_loss: 0.0311486 | Time: 2700.69 ms [2021-04-22 21:23:53 main:574] : INFO : Epoch 1691 | loss: 0.0311317 | val_loss: 0.0311501 | Time: 2700.81 ms [2021-04-22 21:23:55 main:574] : INFO : Epoch 1692 | loss: 0.0311312 | val_loss: 0.0311497 | Time: 2702.54 ms [2021-04-22 21:23:58 main:574] : INFO : Epoch 1693 | loss: 0.0311289 | val_loss: 0.0311557 | Time: 2699.03 ms [2021-04-22 21:24:01 main:574] : INFO : Epoch 1694 | loss: 0.0311314 | val_loss: 0.0311577 | Time: 2699.39 ms [2021-04-22 21:24:04 main:574] : INFO : Epoch 1695 | loss: 0.0311307 | val_loss: 0.0311525 | Time: 2698.86 ms [2021-04-22 21:24:06 main:574] : INFO : Epoch 1696 | loss: 0.0311285 | val_loss: 0.0311472 | Time: 2697.76 ms [2021-04-22 21:24:09 main:574] : INFO : Epoch 1697 | loss: 0.0311259 | val_loss: 0.0311498 | Time: 2703.19 ms [2021-04-22 21:24:12 main:574] : INFO : Epoch 1698 | loss: 0.0311294 | val_loss: 0.0311533 | Time: 2700.26 ms [2021-04-22 21:24:14 main:574] : INFO : Epoch 1699 | loss: 0.0311306 | val_loss: 0.0311483 | Time: 2701.94 ms [2021-04-22 21:24:17 main:574] : INFO : Epoch 1700 | loss: 0.0311323 | val_loss: 0.0311472 | Time: 2700.43 ms [2021-04-22 21:24:20 main:574] : INFO : Epoch 1701 | loss: 0.0311295 | val_loss: 0.0311518 | Time: 2699.54 ms [2021-04-22 21:24:23 main:574] : INFO : Epoch 1702 | loss: 0.0311333 | val_loss: 0.0311483 | Time: 2699.52 ms [2021-04-22 21:24:25 main:574] : INFO : Epoch 1703 | loss: 0.0311286 | val_loss: 0.0311568 | Time: 2697.07 ms [2021-04-22 21:24:28 main:574] : INFO : Epoch 1704 | loss: 0.0311303 | val_loss: 0.0311446 | Time: 2701.43 ms [2021-04-22 21:24:31 main:574] : INFO : Epoch 1705 | loss: 0.0311282 | val_loss: 0.0311483 | Time: 2697.42 ms [2021-04-22 21:24:33 main:574] : INFO : Epoch 1706 | loss: 0.0311295 | val_loss: 0.0311454 | Time: 2700.88 ms [2021-04-22 21:24:36 main:574] : INFO : Epoch 1707 | loss: 0.0311279 | val_loss: 0.0311454 | Time: 2700.17 ms [2021-04-22 21:24:39 main:574] : INFO : Epoch 1708 | loss: 0.0311262 | val_loss: 0.0311459 | Time: 2700.28 ms [2021-04-22 21:24:42 main:574] : INFO : Epoch 1709 | loss: 0.0311254 | val_loss: 0.0311457 | Time: 2705.18 ms [2021-04-22 21:24:44 main:574] : INFO : Epoch 1710 | loss: 0.0311253 | val_loss: 0.0311433 | Time: 2696.56 ms [2021-04-22 21:24:47 main:574] : INFO : Epoch 1711 | loss: 0.0311234 | val_loss: 0.0311461 | Time: 2701.03 ms [2021-04-22 21:24:50 main:574] : INFO : Epoch 1712 | loss: 0.0311231 | val_loss: 0.0311433 | Time: 2699.33 ms [2021-04-22 21:24:53 main:574] : INFO : Epoch 1713 | loss: 0.0311243 | val_loss: 0.0311452 | Time: 2701.98 ms [2021-04-22 21:24:55 main:574] : INFO : Epoch 1714 | loss: 0.0311259 | val_loss: 0.031146 | Time: 2699.19 ms [2021-04-22 21:24:58 main:574] : INFO : Epoch 1715 | loss: 0.0311258 | val_loss: 0.0311481 | Time: 2699.96 ms [2021-04-22 21:25:01 main:574] : INFO : Epoch 1716 | loss: 0.0311246 | val_loss: 0.03115 | Time: 2699.3 ms [2021-04-22 21:25:03 main:574] : INFO : Epoch 1717 | loss: 0.0311274 | val_loss: 0.0311469 | Time: 2699.26 ms [2021-04-22 21:25:06 main:574] : INFO : Epoch 1718 | loss: 0.0311282 | val_loss: 0.0311478 | Time: 2698.63 ms [2021-04-22 21:25:09 main:574] : INFO : Epoch 1719 | loss: 0.0311265 | val_loss: 0.031146 | Time: 2703.11 ms [2021-04-22 21:25:12 main:574] : INFO : Epoch 1720 | loss: 0.0311245 | val_loss: 0.0311498 | Time: 2699.71 ms [2021-04-22 21:25:14 main:574] : INFO : Epoch 1721 | loss: 0.0311237 | val_loss: 0.0311457 | Time: 2696.5 ms [2021-04-22 21:25:17 main:574] : INFO : Epoch 1722 | loss: 0.031123 | val_loss: 0.0311538 | Time: 2697.23 ms [2021-04-22 21:25:20 main:574] : INFO : Epoch 1723 | loss: 0.0311259 | val_loss: 0.031149 | Time: 2698.4 ms [2021-04-22 21:25:22 main:574] : INFO : Epoch 1724 | loss: 0.0311248 | val_loss: 0.0311509 | Time: 2699.85 ms [2021-04-22 21:25:25 main:574] : INFO : Epoch 1725 | loss: 0.0311236 | val_loss: 0.0311488 | Time: 2698.21 ms [2021-04-22 21:25:28 main:574] : INFO : Epoch 1726 | loss: 0.0311225 | val_loss: 0.0311487 | Time: 2698.19 ms [2021-04-22 21:25:31 main:574] : INFO : Epoch 1727 | loss: 0.0311228 | val_loss: 0.0311505 | Time: 2698.42 ms [2021-04-22 21:25:33 main:574] : INFO : Epoch 1728 | loss: 0.0311239 | val_loss: 0.0311499 | Time: 2699.24 ms [2021-04-22 21:25:36 main:574] : INFO : Epoch 1729 | loss: 0.0311309 | val_loss: 0.0311714 | Time: 2697.88 ms [2021-04-22 21:25:39 main:574] : INFO : Epoch 1730 | loss: 0.0311573 | val_loss: 0.0312549 | Time: 2696.94 ms [2021-04-22 21:25:41 main:574] : INFO : Epoch 1731 | loss: 0.0353122 | val_loss: 0.0321452 | Time: 2700.01 ms [2021-04-22 21:25:44 main:574] : INFO : Epoch 1732 | loss: 0.0329909 | val_loss: 0.0316904 | Time: 2710.18 ms [2021-04-22 21:25:47 main:574] : INFO : Epoch 1733 | loss: 0.0313814 | val_loss: 0.0312228 | Time: 2701.14 ms [2021-04-22 21:25:50 main:574] : INFO : Epoch 1734 | loss: 0.0311944 | val_loss: 0.0311646 | Time: 2699.35 ms [2021-04-22 21:25:52 main:574] : INFO : Epoch 1735 | loss: 0.0311456 | val_loss: 0.0311527 | Time: 2696.85 ms [2021-04-22 21:25:55 main:574] : INFO : Epoch 1736 | loss: 0.0311354 | val_loss: 0.0311489 | Time: 2697.46 ms [2021-04-22 21:25:58 main:574] : INFO : Epoch 1737 | loss: 0.0311332 | val_loss: 0.0311471 | Time: 2695.21 ms [2021-04-22 21:26:01 main:574] : INFO : Epoch 1738 | loss: 0.0311312 | val_loss: 0.0311476 | Time: 2702.31 ms [2021-04-22 21:26:03 main:574] : INFO : Epoch 1739 | loss: 0.0311325 | val_loss: 0.0311478 | Time: 2696.62 ms [2021-04-22 21:26:06 main:574] : INFO : Epoch 1740 | loss: 0.0311321 | val_loss: 0.0311472 | Time: 2698.31 ms [2021-04-22 21:26:09 main:574] : INFO : Epoch 1741 | loss: 0.0311306 | val_loss: 0.0311493 | Time: 2700.59 ms [2021-04-22 21:26:11 main:574] : INFO : Epoch 1742 | loss: 0.0311312 | val_loss: 0.0311525 | Time: 2697.88 ms [2021-04-22 21:26:14 main:574] : INFO : Epoch 1743 | loss: 0.0311319 | val_loss: 0.0311492 | Time: 2699.83 ms [2021-04-22 21:26:17 main:574] : INFO : Epoch 1744 | loss: 0.0311325 | val_loss: 0.0311481 | Time: 2696.76 ms [2021-04-22 21:26:20 main:574] : INFO : Epoch 1745 | loss: 0.0311302 | val_loss: 0.0311462 | Time: 2698.42 ms [2021-04-22 21:26:22 main:574] : INFO : Epoch 1746 | loss: 0.031132 | val_loss: 0.0311497 | Time: 2701.32 ms [2021-04-22 21:26:25 main:574] : INFO : Epoch 1747 | loss: 0.0311307 | val_loss: 0.0311437 | Time: 2697.93 ms [2021-04-22 21:26:28 main:574] : INFO : Epoch 1748 | loss: 0.0311358 | val_loss: 0.0311521 | Time: 2695.78 ms [2021-04-22 21:26:30 main:574] : INFO : Epoch 1749 | loss: 0.0311361 | val_loss: 0.0311481 | Time: 2694.83 ms [2021-04-22 21:26:33 main:574] : INFO : Epoch 1750 | loss: 0.0311348 | val_loss: 0.0311488 | Time: 2698.69 ms [2021-04-22 21:26:36 main:574] : INFO : Epoch 1751 | loss: 0.0311294 | val_loss: 0.0311423 | Time: 2696.7 ms [2021-04-22 21:26:39 main:574] : INFO : Epoch 1752 | loss: 0.0311296 | val_loss: 0.0311393 | Time: 2697.51 ms [2021-04-22 21:26:41 main:574] : INFO : Epoch 1753 | loss: 0.0311287 | val_loss: 0.031141 | Time: 2696.12 ms [2021-04-22 21:26:44 main:574] : INFO : Epoch 1754 | loss: 0.0311309 | val_loss: 0.0311439 | Time: 2697.46 ms [2021-04-22 21:26:47 main:574] : INFO : Epoch 1755 | loss: 0.0311283 | val_loss: 0.0311478 | Time: 2696.41 ms [2021-04-22 21:26:49 main:574] : INFO : Epoch 1756 | loss: 0.0311295 | val_loss: 0.0311439 | Time: 2696.53 ms [2021-04-22 21:26:52 main:574] : INFO : Epoch 1757 | loss: 0.0311312 | val_loss: 0.0311498 | Time: 2698.91 ms [2021-04-22 21:26:55 main:574] : INFO : Epoch 1758 | loss: 0.0311294 | val_loss: 0.031146 | Time: 2698.22 ms [2021-04-22 21:26:58 main:574] : INFO : Epoch 1759 | loss: 0.031129 | val_loss: 0.0311478 | Time: 2696.26 ms [2021-04-22 21:27:00 main:574] : INFO : Epoch 1760 | loss: 0.0311334 | val_loss: 0.0311499 | Time: 2699.1 ms [2021-04-22 21:27:03 main:574] : INFO : Epoch 1761 | loss: 0.0311324 | val_loss: 0.0311485 | Time: 2699.5 ms [2021-04-22 21:27:06 main:574] : INFO : Epoch 1762 | loss: 0.0311291 | val_loss: 0.0311478 | Time: 2699.93 ms [2021-04-22 21:27:09 main:574] : INFO : Epoch 1763 | loss: 0.0311328 | val_loss: 0.0311505 | Time: 2699.72 ms [2021-04-22 21:27:11 main:574] : INFO : Epoch 1764 | loss: 0.0311399 | val_loss: 0.0311554 | Time: 2695.89 ms [2021-04-22 21:27:14 main:574] : INFO : Epoch 1765 | loss: 0.0311391 | val_loss: 0.0311531 | Time: 2697.38 ms [2021-04-22 21:27:17 main:574] : INFO : Epoch 1766 | loss: 0.0311372 | val_loss: 0.0311472 | Time: 2698.1 ms [2021-04-22 21:27:19 main:574] : INFO : Epoch 1767 | loss: 0.0311338 | val_loss: 0.0311456 | Time: 2701.26 ms [2021-04-22 21:27:22 main:574] : INFO : Epoch 1768 | loss: 0.031132 | val_loss: 0.0311453 | Time: 2695.49 ms [2021-04-22 21:27:25 main:574] : INFO : Epoch 1769 | loss: 0.0311292 | val_loss: 0.0311449 | Time: 2697.91 ms [2021-04-22 21:27:28 main:574] : INFO : Epoch 1770 | loss: 0.0311278 | val_loss: 0.0311468 | Time: 2697.77 ms [2021-04-22 21:27:30 main:574] : INFO : Epoch 1771 | loss: 0.0311271 | val_loss: 0.031146 | Time: 2696.15 ms [2021-04-22 21:27:33 main:574] : INFO : Epoch 1772 | loss: 0.0311267 | val_loss: 0.0311462 | Time: 2696.35 ms [2021-04-22 21:27:36 main:574] : INFO : Epoch 1773 | loss: 0.0311267 | val_loss: 0.0311445 | Time: 2696.22 ms [2021-04-22 21:27:38 main:574] : INFO : Epoch 1774 | loss: 0.0311275 | val_loss: 0.0311481 | Time: 2694.61 ms [2021-04-22 21:27:41 main:574] : INFO : Epoch 1775 | loss: 0.0311256 | val_loss: 0.0311444 | Time: 2696.12 ms [2021-04-22 21:27:44 main:574] : INFO : Epoch 1776 | loss: 0.0311256 | val_loss: 0.0311454 | Time: 2694.93 ms [2021-04-22 21:27:47 main:574] : INFO : Epoch 1777 | loss: 0.0311268 | val_loss: 0.0311424 | Time: 2697.69 ms [2021-04-22 21:27:49 main:574] : INFO : Epoch 1778 | loss: 0.0311252 | val_loss: 0.0311446 | Time: 2695.08 ms [2021-04-22 21:27:52 main:574] : INFO : Epoch 1779 | loss: 0.0311261 | val_loss: 0.0311452 | Time: 2691.58 ms [2021-04-22 21:27:55 main:574] : INFO : Epoch 1780 | loss: 0.0311254 | val_loss: 0.0311476 | Time: 2696.29 ms [2021-04-22 21:27:57 main:574] : INFO : Epoch 1781 | loss: 0.0311249 | val_loss: 0.0311453 | Time: 2696.14 ms [2021-04-22 21:28:00 main:574] : INFO : Epoch 1782 | loss: 0.0311255 | val_loss: 0.0311479 | Time: 2695.98 ms [2021-04-22 21:28:03 main:574] : INFO : Epoch 1783 | loss: 0.031124 | val_loss: 0.0311451 | Time: 2694.43 ms [2021-04-22 21:28:06 main:574] : INFO : Epoch 1784 | loss: 0.0311232 | val_loss: 0.0311449 | Time: 2700.82 ms [2021-04-22 21:28:08 main:574] : INFO : Epoch 1785 | loss: 0.0311232 | val_loss: 0.0311461 | Time: 2698.9 ms [2021-04-22 21:28:11 main:574] : INFO : Epoch 1786 | loss: 0.0311214 | val_loss: 0.0311461 | Time: 2697.87 ms [2021-04-22 21:28:14 main:574] : INFO : Epoch 1787 | loss: 0.0311228 | val_loss: 0.0311477 | Time: 2695.88 ms [2021-04-22 21:28:16 main:574] : INFO : Epoch 1788 | loss: 0.0311314 | val_loss: 0.0311434 | Time: 2695.54 ms [2021-04-22 21:28:19 main:574] : INFO : Epoch 1789 | loss: 0.0311296 | val_loss: 0.0311447 | Time: 2695.45 ms [2021-04-22 21:28:22 main:574] : INFO : Epoch 1790 | loss: 0.031128 | val_loss: 0.0311464 | Time: 2694.73 ms [2021-04-22 21:28:25 main:574] : INFO : Epoch 1791 | loss: 0.0311279 | val_loss: 0.0311454 | Time: 2698.28 ms [2021-04-22 21:28:27 main:574] : INFO : Epoch 1792 | loss: 0.0311266 | val_loss: 0.0311468 | Time: 2710.66 ms [2021-04-22 21:28:30 main:574] : INFO : Epoch 1793 | loss: 0.0311263 | val_loss: 0.0311428 | Time: 2698.82 ms [2021-04-22 21:28:33 main:574] : INFO : Epoch 1794 | loss: 0.0311236 | val_loss: 0.0311433 | Time: 2700.45 ms [2021-04-22 21:28:35 main:574] : INFO : Epoch 1795 | loss: 0.0311225 | val_loss: 0.031143 | Time: 2695.38 ms [2021-04-22 21:28:38 main:574] : INFO : Epoch 1796 | loss: 0.0311226 | val_loss: 0.0311435 | Time: 2695.32 ms [2021-04-22 21:28:41 main:574] : INFO : Epoch 1797 | loss: 0.0311234 | val_loss: 0.0311462 | Time: 2698.66 ms [2021-04-22 21:28:44 main:574] : INFO : Epoch 1798 | loss: 0.0311229 | val_loss: 0.0311453 | Time: 2700.36 ms [2021-04-22 21:28:46 main:574] : INFO : Epoch 1799 | loss: 0.0311231 | val_loss: 0.031145 | Time: 2696.33 ms [2021-04-22 21:28:49 main:574] : INFO : Epoch 1800 | loss: 0.0311252 | val_loss: 0.0311455 | Time: 2694.55 ms [2021-04-22 21:28:52 main:574] : INFO : Epoch 1801 | loss: 0.031127 | val_loss: 0.0311534 | Time: 2693.76 ms [2021-04-22 21:28:54 main:574] : INFO : Epoch 1802 | loss: 0.0311293 | val_loss: 0.0311441 | Time: 2691.03 ms [2021-04-22 21:28:57 main:574] : INFO : Epoch 1803 | loss: 0.0311261 | val_loss: 0.0311461 | Time: 2696.37 ms [2021-04-22 21:29:00 main:574] : INFO : Epoch 1804 | loss: 0.0311249 | val_loss: 0.0311526 | Time: 2694.17 ms [2021-04-22 21:29:03 main:574] : INFO : Epoch 1805 | loss: 0.0311261 | val_loss: 0.031147 | Time: 2691.46 ms [2021-04-22 21:29:05 main:574] : INFO : Epoch 1806 | loss: 0.0311245 | val_loss: 0.0311461 | Time: 2695.01 ms [2021-04-22 21:29:08 main:574] : INFO : Epoch 1807 | loss: 0.0311231 | val_loss: 0.0311434 | Time: 2694.36 ms [2021-04-22 21:29:11 main:574] : INFO : Epoch 1808 | loss: 0.0311223 | val_loss: 0.0311453 | Time: 2693.29 ms [2021-04-22 21:29:13 main:574] : INFO : Epoch 1809 | loss: 0.0311228 | val_loss: 0.031144 | Time: 2694.64 ms [2021-04-22 21:29:16 main:574] : INFO : Epoch 1810 | loss: 0.0311229 | val_loss: 0.0311476 | Time: 2704.61 ms [2021-04-22 21:29:19 main:574] : INFO : Epoch 1811 | loss: 0.0311241 | val_loss: 0.0311458 | Time: 2693.09 ms [2021-04-22 21:29:22 main:574] : INFO : Epoch 1812 | loss: 0.0311235 | val_loss: 0.0311436 | Time: 2691.81 ms [2021-04-22 21:29:24 main:574] : INFO : Epoch 1813 | loss: 0.0311225 | val_loss: 0.0311436 | Time: 2695.21 ms [2021-04-22 21:29:27 main:574] : INFO : Epoch 1814 | loss: 0.0311228 | val_loss: 0.0311462 | Time: 2693.25 ms [2021-04-22 21:29:30 main:574] : INFO : Epoch 1815 | loss: 0.0311235 | val_loss: 0.0311492 | Time: 2694.75 ms [2021-04-22 21:29:32 main:574] : INFO : Epoch 1816 | loss: 0.0311224 | val_loss: 0.0311459 | Time: 2693.17 ms [2021-04-22 21:29:35 main:574] : INFO : Epoch 1817 | loss: 0.0311199 | val_loss: 0.0311475 | Time: 2695.37 ms [2021-04-22 21:29:38 main:574] : INFO : Epoch 1818 | loss: 0.0311206 | val_loss: 0.0311468 | Time: 2693.92 ms [2021-04-22 21:29:41 main:574] : INFO : Epoch 1819 | loss: 0.0311212 | val_loss: 0.0311486 | Time: 2692.05 ms [2021-04-22 21:29:43 main:574] : INFO : Epoch 1820 | loss: 0.0311224 | val_loss: 0.0311514 | Time: 2693.01 ms [2021-04-22 21:29:46 main:574] : INFO : Epoch 1821 | loss: 0.0311222 | val_loss: 0.031147 | Time: 2694.41 ms [2021-04-22 21:29:49 main:574] : INFO : Epoch 1822 | loss: 0.0311219 | val_loss: 0.031144 | Time: 2693.92 ms [2021-04-22 21:29:51 main:574] : INFO : Epoch 1823 | loss: 0.031123 | val_loss: 0.0311501 | Time: 2692.97 ms [2021-04-22 21:29:54 main:574] : INFO : Epoch 1824 | loss: 0.0311265 | val_loss: 0.0311472 | Time: 2696.66 ms [2021-04-22 21:29:57 main:574] : INFO : Epoch 1825 | loss: 0.0311279 | val_loss: 0.0311477 | Time: 2693.62 ms [2021-04-22 21:30:00 main:574] : INFO : Epoch 1826 | loss: 0.0311234 | val_loss: 0.0311439 | Time: 2695.73 ms [2021-04-22 21:30:02 main:574] : INFO : Epoch 1827 | loss: 0.0311237 | val_loss: 0.031145 | Time: 2694.83 ms [2021-04-22 21:30:05 main:574] : INFO : Epoch 1828 | loss: 0.0311236 | val_loss: 0.0311471 | Time: 2695.59 ms [2021-04-22 21:30:08 main:574] : INFO : Epoch 1829 | loss: 0.0311236 | val_loss: 0.031146 | Time: 2693.21 ms [2021-04-22 21:30:10 main:574] : INFO : Epoch 1830 | loss: 0.0311248 | val_loss: 0.0311487 | Time: 2693.74 ms [2021-04-22 21:30:13 main:574] : INFO : Epoch 1831 | loss: 0.0311239 | val_loss: 0.0311467 | Time: 2698.09 ms [2021-04-22 21:30:16 main:574] : INFO : Epoch 1832 | loss: 0.0311248 | val_loss: 0.0311483 | Time: 2694.12 ms [2021-04-22 21:30:19 main:574] : INFO : Epoch 1833 | loss: 0.0311244 | val_loss: 0.0311434 | Time: 2693.43 ms [2021-04-22 21:30:21 main:574] : INFO : Epoch 1834 | loss: 0.0311251 | val_loss: 0.0311437 | Time: 2696.09 ms [2021-04-22 21:30:24 main:574] : INFO : Epoch 1835 | loss: 0.031126 | val_loss: 0.0311451 | Time: 2694.69 ms [2021-04-22 21:30:27 main:574] : INFO : Epoch 1836 | loss: 0.0311234 | val_loss: 0.0311453 | Time: 2691.48 ms [2021-04-22 21:30:29 main:574] : INFO : Epoch 1837 | loss: 0.0311239 | val_loss: 0.0311444 | Time: 2693.21 ms [2021-04-22 21:30:32 main:574] : INFO : Epoch 1838 | loss: 0.0311235 | val_loss: 0.0311427 | Time: 2698.32 ms [2021-04-22 21:30:35 main:574] : INFO : Epoch 1839 | loss: 0.0311245 | val_loss: 0.0311431 | Time: 2694.1 ms [2021-04-22 21:30:38 main:574] : INFO : Epoch 1840 | loss: 0.0311244 | val_loss: 0.0311437 | Time: 2694.05 ms [2021-04-22 21:30:40 main:574] : INFO : Epoch 1841 | loss: 0.0311262 | val_loss: 0.0311501 | Time: 2696.44 ms [2021-04-22 21:30:43 main:574] : INFO : Epoch 1842 | loss: 0.0311235 | val_loss: 0.0311435 | Time: 2704.22 ms [2021-04-22 21:30:46 main:574] : INFO : Epoch 1843 | loss: 0.0311214 | val_loss: 0.031142 | Time: 2693.86 ms [2021-04-22 21:30:48 main:574] : INFO : Epoch 1844 | loss: 0.0311206 | val_loss: 0.0311444 | Time: 2691.26 ms [2021-04-22 21:30:51 main:574] : INFO : Epoch 1845 | loss: 0.0311218 | val_loss: 0.0311434 | Time: 2695.79 ms [2021-04-22 21:30:54 main:574] : INFO : Epoch 1846 | loss: 0.0311236 | val_loss: 0.0311421 | Time: 2692.72 ms [2021-04-22 21:30:57 main:574] : INFO : Epoch 1847 | loss: 0.0311239 | val_loss: 0.0311434 | Time: 2693.99 ms [2021-04-22 21:30:59 main:574] : INFO : Epoch 1848 | loss: 0.0311244 | val_loss: 0.0311415 | Time: 2693.98 ms [2021-04-22 21:31:02 main:574] : INFO : Epoch 1849 | loss: 0.0311223 | val_loss: 0.0311432 | Time: 2692.22 ms [2021-04-22 21:31:05 main:574] : INFO : Epoch 1850 | loss: 0.0311228 | val_loss: 0.031147 | Time: 2694.77 ms [2021-04-22 21:31:07 main:574] : INFO : Epoch 1851 | loss: 0.0311222 | val_loss: 0.031144 | Time: 2692.41 ms [2021-04-22 21:31:10 main:574] : INFO : Epoch 1852 | loss: 0.0311216 | val_loss: 0.0311454 | Time: 2694.85 ms [2021-04-22 21:31:13 main:574] : INFO : Epoch 1853 | loss: 0.0311217 | val_loss: 0.0311472 | Time: 2695.26 ms [2021-04-22 21:31:16 main:574] : INFO : Epoch 1854 | loss: 0.0311219 | val_loss: 0.0311454 | Time: 2706.36 ms [2021-04-22 21:31:18 main:574] : INFO : Epoch 1855 | loss: 0.0311193 | val_loss: 0.031148 | Time: 2695.72 ms [2021-04-22 21:31:21 main:574] : INFO : Epoch 1856 | loss: 0.0311205 | val_loss: 0.0311483 | Time: 2694.39 ms [2021-04-22 21:31:24 main:574] : INFO : Epoch 1857 | loss: 0.0311217 | val_loss: 0.0311442 | Time: 2695.74 ms [2021-04-22 21:31:27 main:574] : INFO : Epoch 1858 | loss: 0.0311227 | val_loss: 0.0311466 | Time: 2692.49 ms [2021-04-22 21:31:29 main:574] : INFO : Epoch 1859 | loss: 0.0311225 | val_loss: 0.0311465 | Time: 2696.5 ms [2021-04-22 21:31:32 main:574] : INFO : Epoch 1860 | loss: 0.0311217 | val_loss: 0.0311453 | Time: 2694.77 ms [2021-04-22 21:31:35 main:574] : INFO : Epoch 1861 | loss: 0.0311206 | val_loss: 0.0311435 | Time: 2691.97 ms [2021-04-22 21:31:37 main:574] : INFO : Epoch 1862 | loss: 0.0311198 | val_loss: 0.0311457 | Time: 2694.03 ms [2021-04-22 21:31:40 main:574] : INFO : Epoch 1863 | loss: 0.0311195 | val_loss: 0.0311466 | Time: 2693.86 ms [2021-04-22 21:31:43 main:574] : INFO : Epoch 1864 | loss: 0.0311207 | val_loss: 0.0311473 | Time: 2692.47 ms [2021-04-22 21:31:46 main:574] : INFO : Epoch 1865 | loss: 0.031121 | val_loss: 0.0311466 | Time: 2694.3 ms [2021-04-22 21:31:48 main:574] : INFO : Epoch 1866 | loss: 0.0311222 | val_loss: 0.0311475 | Time: 2695.5 ms [2021-04-22 21:31:51 main:574] : INFO : Epoch 1867 | loss: 0.0311227 | val_loss: 0.0311459 | Time: 2695.24 ms [2021-04-22 21:31:54 main:574] : INFO : Epoch 1868 | loss: 0.0311265 | val_loss: 0.0311419 | Time: 2691.9 ms [2021-04-22 21:31:56 main:574] : INFO : Epoch 1869 | loss: 0.0311252 | val_loss: 0.0311476 | Time: 2692.97 ms [2021-04-22 21:31:59 main:574] : INFO : Epoch 1870 | loss: 0.031126 | val_loss: 0.0311453 | Time: 2696.65 ms [2021-04-22 21:32:02 main:574] : INFO : Epoch 1871 | loss: 0.0311261 | val_loss: 0.031146 | Time: 2695.54 ms [2021-04-22 21:32:05 main:574] : INFO : Epoch 1872 | loss: 0.0311225 | val_loss: 0.0311482 | Time: 2697.66 ms [2021-04-22 21:32:07 main:574] : INFO : Epoch 1873 | loss: 0.0311209 | val_loss: 0.0311493 | Time: 2697.11 ms [2021-04-22 21:32:10 main:574] : INFO : Epoch 1874 | loss: 0.031126 | val_loss: 0.0311453 | Time: 2699.6 ms [2021-04-22 21:32:13 main:574] : INFO : Epoch 1875 | loss: 0.0311231 | val_loss: 0.0311445 | Time: 2695.34 ms [2021-04-22 21:32:15 main:574] : INFO : Epoch 1876 | loss: 0.03112 | val_loss: 0.0311485 | Time: 2696.85 ms [2021-04-22 21:32:18 main:574] : INFO : Epoch 1877 | loss: 0.0311221 | val_loss: 0.0311499 | Time: 2695.75 ms [2021-04-22 21:32:21 main:574] : INFO : Epoch 1878 | loss: 0.031123 | val_loss: 0.0311479 | Time: 2696.19 ms [2021-04-22 21:32:24 main:574] : INFO : Epoch 1879 | loss: 0.0311223 | val_loss: 0.0311464 | Time: 2699.75 ms [2021-04-22 21:32:26 main:574] : INFO : Epoch 1880 | loss: 0.0311233 | val_loss: 0.0311536 | Time: 2698.58 ms [2021-04-22 21:32:29 main:574] : INFO : Epoch 1881 | loss: 0.031127 | val_loss: 0.0311481 | Time: 2701.38 ms [2021-04-22 21:32:32 main:574] : INFO : Epoch 1882 | loss: 0.0311254 | val_loss: 0.0311448 | Time: 2696.86 ms [2021-04-22 21:32:35 main:574] : INFO : Epoch 1883 | loss: 0.031122 | val_loss: 0.0311564 | Time: 2700.51 ms [2021-04-22 21:32:37 main:574] : INFO : Epoch 1884 | loss: 0.0311246 | val_loss: 0.0311499 | Time: 2695.37 ms [2021-04-22 21:32:40 main:574] : INFO : Epoch 1885 | loss: 0.0311217 | val_loss: 0.0311465 | Time: 2695.07 ms [2021-04-22 21:32:43 main:574] : INFO : Epoch 1886 | loss: 0.0311221 | val_loss: 0.0311464 | Time: 2698.97 ms [2021-04-22 21:32:45 main:574] : INFO : Epoch 1887 | loss: 0.0311226 | val_loss: 0.0311512 | Time: 2698.64 ms [2021-04-22 21:32:48 main:574] : INFO : Epoch 1888 | loss: 0.0311216 | val_loss: 0.0311497 | Time: 2698.63 ms [2021-04-22 21:32:51 main:574] : INFO : Epoch 1889 | loss: 0.0311246 | val_loss: 0.0311498 | Time: 2698.28 ms [2021-04-22 21:32:54 main:574] : INFO : Epoch 1890 | loss: 0.0311271 | val_loss: 0.0311505 | Time: 2698.6 ms [2021-04-22 21:32:56 main:574] : INFO : Epoch 1891 | loss: 0.0311281 | val_loss: 0.0311437 | Time: 2695.82 ms [2021-04-22 21:32:59 main:574] : INFO : Epoch 1892 | loss: 0.0311244 | val_loss: 0.0311499 | Time: 2696.94 ms [2021-04-22 21:33:02 main:574] : INFO : Epoch 1893 | loss: 0.031125 | val_loss: 0.0311528 | Time: 2698.13 ms [2021-04-22 21:33:04 main:574] : INFO : Epoch 1894 | loss: 0.0311232 | val_loss: 0.0311504 | Time: 2708.38 ms [2021-04-22 21:33:07 main:574] : INFO : Epoch 1895 | loss: 0.0311216 | val_loss: 0.0311493 | Time: 2698.01 ms [2021-04-22 21:33:10 main:574] : INFO : Epoch 1896 | loss: 0.0311214 | val_loss: 0.0311503 | Time: 2702.32 ms [2021-04-22 21:33:13 main:574] : INFO : Epoch 1897 | loss: 0.0311213 | val_loss: 0.0311523 | Time: 2697.35 ms [2021-04-22 21:33:15 main:574] : INFO : Epoch 1898 | loss: 0.0311223 | val_loss: 0.0311494 | Time: 2697.52 ms [2021-04-22 21:33:18 main:574] : INFO : Epoch 1899 | loss: 0.0311215 | val_loss: 0.0311466 | Time: 2696.31 ms [2021-04-22 21:33:21 main:574] : INFO : Epoch 1900 | loss: 0.0311246 | val_loss: 0.0311438 | Time: 2698.74 ms [2021-04-22 21:33:23 main:574] : INFO : Epoch 1901 | loss: 0.0311226 | val_loss: 0.0311457 | Time: 2697.06 ms [2021-04-22 21:33:26 main:574] : INFO : Epoch 1902 | loss: 0.0311239 | val_loss: 0.0311506 | Time: 2699.14 ms [2021-04-22 21:33:29 main:574] : INFO : Epoch 1903 | loss: 0.0311268 | val_loss: 0.0311473 | Time: 2696.6 ms [2021-04-22 21:33:32 main:574] : INFO : Epoch 1904 | loss: 0.0311263 | val_loss: 0.0311485 | Time: 2696.08 ms [2021-04-22 21:33:34 main:574] : INFO : Epoch 1905 | loss: 0.0311251 | val_loss: 0.0311479 | Time: 2695.61 ms [2021-04-22 21:33:37 main:574] : INFO : Epoch 1906 | loss: 0.031125 | val_loss: 0.0311495 | Time: 2697.25 ms [2021-04-22 21:33:40 main:574] : INFO : Epoch 1907 | loss: 0.0311248 | val_loss: 0.0311511 | Time: 2699.67 ms [2021-04-22 21:33:43 main:574] : INFO : Epoch 1908 | loss: 0.0311333 | val_loss: 0.0311561 | Time: 2698.79 ms [2021-04-22 21:33:45 main:574] : INFO : Epoch 1909 | loss: 0.0311385 | val_loss: 0.0311558 | Time: 2699.1 ms [2021-04-22 21:33:48 main:574] : INFO : Epoch 1910 | loss: 0.0311323 | val_loss: 0.031153 | Time: 2696.23 ms [2021-04-22 21:33:51 main:574] : INFO : Epoch 1911 | loss: 0.0311295 | val_loss: 0.0311541 | Time: 2698.44 ms [2021-04-22 21:33:53 main:574] : INFO : Epoch 1912 | loss: 0.0311307 | val_loss: 0.0311524 | Time: 2696.24 ms [2021-04-22 21:33:56 main:574] : INFO : Epoch 1913 | loss: 0.0311263 | val_loss: 0.0311556 | Time: 2697 ms [2021-04-22 21:33:59 main:574] : INFO : Epoch 1914 | loss: 0.0311254 | val_loss: 0.0311567 | Time: 2700.23 ms [2021-04-22 21:34:02 main:574] : INFO : Epoch 1915 | loss: 0.0311231 | val_loss: 0.0311527 | Time: 2699.25 ms [2021-04-22 21:34:04 main:574] : INFO : Epoch 1916 | loss: 0.031124 | val_loss: 0.0311495 | Time: 2698.24 ms [2021-04-22 21:34:07 main:574] : INFO : Epoch 1917 | loss: 0.0311258 | val_loss: 0.0311519 | Time: 2695.72 ms [2021-04-22 21:34:10 main:574] : INFO : Epoch 1918 | loss: 0.0311254 | val_loss: 0.0311537 | Time: 2698.39 ms [2021-04-22 21:34:13 main:574] : INFO : Epoch 1919 | loss: 0.0311241 | val_loss: 0.0311494 | Time: 2696.16 ms [2021-04-22 21:34:15 main:574] : INFO : Epoch 1920 | loss: 0.0311288 | val_loss: 0.0311531 | Time: 2696.18 ms [2021-04-22 21:34:18 main:574] : INFO : Epoch 1921 | loss: 0.0311287 | val_loss: 0.0311551 | Time: 2700.25 ms [2021-04-22 21:34:21 main:574] : INFO : Epoch 1922 | loss: 0.0311267 | val_loss: 0.031152 | Time: 2698 ms [2021-04-22 21:34:23 main:574] : INFO : Epoch 1923 | loss: 0.0311318 | val_loss: 0.0311523 | Time: 2697.22 ms [2021-04-22 21:34:26 main:574] : INFO : Epoch 1924 | loss: 0.0311345 | val_loss: 0.0311455 | Time: 2696.73 ms [2021-04-22 21:34:29 main:574] : INFO : Epoch 1925 | loss: 0.0311336 | val_loss: 0.0311503 | Time: 2709.93 ms [2021-04-22 21:34:32 main:574] : INFO : Epoch 1926 | loss: 0.0311318 | val_loss: 0.0311508 | Time: 2696.52 ms [2021-04-22 21:34:34 main:574] : INFO : Epoch 1927 | loss: 0.0311279 | val_loss: 0.0311478 | Time: 2697.48 ms [2021-04-22 21:34:37 main:574] : INFO : Epoch 1928 | loss: 0.0311268 | val_loss: 0.0311461 | Time: 2697.65 ms [2021-04-22 21:34:40 main:574] : INFO : Epoch 1929 | loss: 0.0311258 | val_loss: 0.0311441 | Time: 2698.52 ms [2021-04-22 21:34:42 main:574] : INFO : Epoch 1930 | loss: 0.0311254 | val_loss: 0.0311447 | Time: 2696.75 ms [2021-04-22 21:34:45 main:574] : INFO : Epoch 1931 | loss: 0.0311245 | val_loss: 0.0311466 | Time: 2699.31 ms [2021-04-22 21:34:48 main:574] : INFO : Epoch 1932 | loss: 0.0311234 | val_loss: 0.0311494 | Time: 2699.68 ms [2021-04-22 21:34:51 main:574] : INFO : Epoch 1933 | loss: 0.0311248 | val_loss: 0.0311474 | Time: 2694.66 ms [2021-04-22 21:34:53 main:574] : INFO : Epoch 1934 | loss: 0.0311257 | val_loss: 0.0311468 | Time: 2699.67 ms [2021-04-22 21:34:56 main:574] : INFO : Epoch 1935 | loss: 0.0311248 | val_loss: 0.0311445 | Time: 2700.26 ms [2021-04-22 21:34:59 main:574] : INFO : Epoch 1936 | loss: 0.0311243 | val_loss: 0.0311482 | Time: 2696.49 ms [2021-04-22 21:35:02 main:574] : INFO : Epoch 1937 | loss: 0.0311257 | val_loss: 0.0311489 | Time: 2699.51 ms [2021-04-22 21:35:04 main:574] : INFO : Epoch 1938 | loss: 0.0311247 | val_loss: 0.0311524 | Time: 2698.33 ms [2021-04-22 21:35:07 main:574] : INFO : Epoch 1939 | loss: 0.0311257 | val_loss: 0.0311546 | Time: 2698.59 ms [2021-04-22 21:35:10 main:574] : INFO : Epoch 1940 | loss: 0.0311315 | val_loss: 0.0311569 | Time: 2697.32 ms [2021-04-22 21:35:12 main:574] : INFO : Epoch 1941 | loss: 0.0311311 | val_loss: 0.0311555 | Time: 2694.87 ms [2021-04-22 21:35:15 main:574] : INFO : Epoch 1942 | loss: 0.0311262 | val_loss: 0.0311467 | Time: 2699.92 ms [2021-04-22 21:35:18 main:574] : INFO : Epoch 1943 | loss: 0.031124 | val_loss: 0.031152 | Time: 2697.53 ms [2021-04-22 21:35:21 main:574] : INFO : Epoch 1944 | loss: 0.0311245 | val_loss: 0.0311499 | Time: 2699.39 ms [2021-04-22 21:35:23 main:574] : INFO : Epoch 1945 | loss: 0.0311241 | val_loss: 0.0311521 | Time: 2694.67 ms [2021-04-22 21:35:26 main:574] : INFO : Epoch 1946 | loss: 0.0311253 | val_loss: 0.0311492 | Time: 2696.61 ms [2021-04-22 21:35:29 main:574] : INFO : Epoch 1947 | loss: 0.0311244 | val_loss: 0.031153 | Time: 2696.07 ms [2021-04-22 21:35:31 main:574] : INFO : Epoch 1948 | loss: 0.0311241 | val_loss: 0.0311544 | Time: 2696.72 ms [2021-04-22 21:35:34 main:574] : INFO : Epoch 1949 | loss: 0.031122 | val_loss: 0.0311547 | Time: 2698.34 ms [2021-04-22 21:35:37 main:574] : INFO : Epoch 1950 | loss: 0.0311267 | val_loss: 0.0311487 | Time: 2698.66 ms [2021-04-22 21:35:40 main:574] : INFO : Epoch 1951 | loss: 0.0311284 | val_loss: 0.031146 | Time: 2697.99 ms [2021-04-22 21:35:42 main:574] : INFO : Epoch 1952 | loss: 0.0311275 | val_loss: 0.0311503 | Time: 2708.13 ms [2021-04-22 21:35:45 main:574] : INFO : Epoch 1953 | loss: 0.0311277 | val_loss: 0.0311488 | Time: 2697.13 ms [2021-04-22 21:35:48 main:574] : INFO : Epoch 1954 | loss: 0.0311289 | val_loss: 0.0311464 | Time: 2692.23 ms [2021-04-22 21:35:50 main:574] : INFO : Epoch 1955 | loss: 0.0311259 | val_loss: 0.0311466 | Time: 2696.56 ms [2021-04-22 21:35:53 main:574] : INFO : Epoch 1956 | loss: 0.0311246 | val_loss: 0.0311482 | Time: 2696.71 ms [2021-04-22 21:35:56 main:574] : INFO : Epoch 1957 | loss: 0.0311262 | val_loss: 0.0311509 | Time: 2694.67 ms [2021-04-22 21:35:59 main:574] : INFO : Epoch 1958 | loss: 0.0311231 | val_loss: 0.0311521 | Time: 2695.96 ms [2021-04-22 21:36:01 main:574] : INFO : Epoch 1959 | loss: 0.0311267 | val_loss: 0.0311492 | Time: 2697.07 ms [2021-04-22 21:36:04 main:574] : INFO : Epoch 1960 | loss: 0.0311237 | val_loss: 0.0311466 | Time: 2695.99 ms [2021-04-22 21:36:07 main:574] : INFO : Epoch 1961 | loss: 0.0311235 | val_loss: 0.0311464 | Time: 2698.45 ms [2021-04-22 21:36:10 main:574] : INFO : Epoch 1962 | loss: 0.0311227 | val_loss: 0.0311516 | Time: 2695.45 ms [2021-04-22 21:36:12 main:574] : INFO : Epoch 1963 | loss: 0.0311234 | val_loss: 0.03115 | Time: 2697.12 ms [2021-04-22 21:36:15 main:574] : INFO : Epoch 1964 | loss: 0.0311263 | val_loss: 0.0311503 | Time: 2697.24 ms [2021-04-22 21:36:18 main:574] : INFO : Epoch 1965 | loss: 0.0311272 | val_loss: 0.0311523 | Time: 2696.67 ms [2021-04-22 21:36:20 main:574] : INFO : Epoch 1966 | loss: 0.0311223 | val_loss: 0.0311528 | Time: 2696.5 ms [2021-04-22 21:36:23 main:574] : INFO : Epoch 1967 | loss: 0.0311225 | val_loss: 0.0311522 | Time: 2694.46 ms [2021-04-22 21:36:26 main:574] : INFO : Epoch 1968 | loss: 0.0311221 | val_loss: 0.0311524 | Time: 2700.58 ms [2021-04-22 21:36:29 main:574] : INFO : Epoch 1969 | loss: 0.0311216 | val_loss: 0.0311543 | Time: 2696.66 ms [2021-04-22 21:36:31 main:574] : INFO : Epoch 1970 | loss: 0.0311217 | val_loss: 0.0311472 | Time: 2698.35 ms [2021-04-22 21:36:34 main:574] : INFO : Epoch 1971 | loss: 0.0311211 | val_loss: 0.0311488 | Time: 2695.32 ms [2021-04-22 21:36:37 main:574] : INFO : Epoch 1972 | loss: 0.0311226 | val_loss: 0.0311461 | Time: 2696.82 ms [2021-04-22 21:36:39 main:574] : INFO : Epoch 1973 | loss: 0.0311209 | val_loss: 0.0311455 | Time: 2695.67 ms [2021-04-22 21:36:42 main:574] : INFO : Epoch 1974 | loss: 0.0311236 | val_loss: 0.0311489 | Time: 2707.97 ms [2021-04-22 21:36:45 main:574] : INFO : Epoch 1975 | loss: 0.0311269 | val_loss: 0.0311517 | Time: 2699.78 ms [2021-04-22 21:36:48 main:574] : INFO : Epoch 1976 | loss: 0.0311279 | val_loss: 0.0311441 | Time: 2697.03 ms [2021-04-22 21:36:50 main:574] : INFO : Epoch 1977 | loss: 0.0311234 | val_loss: 0.0311438 | Time: 2704.65 ms [2021-04-22 21:36:53 main:574] : INFO : Epoch 1978 | loss: 0.0311279 | val_loss: 0.0311472 | Time: 2699.56 ms [2021-04-22 21:36:56 main:574] : INFO : Epoch 1979 | loss: 0.0311275 | val_loss: 0.0311452 | Time: 2696.37 ms [2021-04-22 21:36:59 main:574] : INFO : Epoch 1980 | loss: 0.0311253 | val_loss: 0.0311472 | Time: 2696.3 ms [2021-04-22 21:37:01 main:574] : INFO : Epoch 1981 | loss: 0.0311236 | val_loss: 0.0311471 | Time: 2697.93 ms [2021-04-22 21:37:04 main:574] : INFO : Epoch 1982 | loss: 0.0311212 | val_loss: 0.031146 | Time: 2699.94 ms [2021-04-22 21:37:07 main:574] : INFO : Epoch 1983 | loss: 0.0311219 | val_loss: 0.0311478 | Time: 2697.11 ms [2021-04-22 21:37:09 main:574] : INFO : Epoch 1984 | loss: 0.031123 | val_loss: 0.031146 | Time: 2697.6 ms [2021-04-22 21:37:12 main:574] : INFO : Epoch 1985 | loss: 0.0311239 | val_loss: 0.0311511 | Time: 2697.37 ms [2021-04-22 21:37:15 main:574] : INFO : Epoch 1986 | loss: 0.0311253 | val_loss: 0.0311464 | Time: 2707.27 ms [2021-04-22 21:37:18 main:574] : INFO : Epoch 1987 | loss: 0.0311222 | val_loss: 0.031147 | Time: 2699.7 ms [2021-04-22 21:37:20 main:574] : INFO : Epoch 1988 | loss: 0.0311195 | val_loss: 0.0311423 | Time: 2699.29 ms [2021-04-22 21:37:23 main:574] : INFO : Epoch 1989 | loss: 0.0311198 | val_loss: 0.0311434 | Time: 2698.08 ms [2021-04-22 21:37:26 main:574] : INFO : Epoch 1990 | loss: 0.0311214 | val_loss: 0.0311443 | Time: 2696.07 ms [2021-04-22 21:37:28 main:574] : INFO : Epoch 1991 | loss: 0.0311236 | val_loss: 0.0311472 | Time: 2699.03 ms [2021-04-22 21:37:31 main:574] : INFO : Epoch 1992 | loss: 0.0311225 | val_loss: 0.031143 | Time: 2697.07 ms [2021-04-22 21:37:34 main:574] : INFO : Epoch 1993 | loss: 0.0311189 | val_loss: 0.0311436 | Time: 2697.43 ms [2021-04-22 21:37:37 main:574] : INFO : Epoch 1994 | loss: 0.0311197 | val_loss: 0.0311467 | Time: 2697.54 ms [2021-04-22 21:37:39 main:574] : INFO : Epoch 1995 | loss: 0.0311197 | val_loss: 0.0311459 | Time: 2696.45 ms [2021-04-22 21:37:42 main:574] : INFO : Epoch 1996 | loss: 0.0311192 | val_loss: 0.0311461 | Time: 2697.61 ms [2021-04-22 21:37:45 main:574] : INFO : Epoch 1997 | loss: 0.0311218 | val_loss: 0.0311548 | Time: 2701.41 ms [2021-04-22 21:37:48 main:574] : INFO : Epoch 1998 | loss: 0.0311217 | val_loss: 0.0311449 | Time: 2713.89 ms [2021-04-22 21:37:50 main:574] : INFO : Epoch 1999 | loss: 0.0311189 | val_loss: 0.0311492 | Time: 2697.67 ms [2021-04-22 21:37:53 main:574] : INFO : Epoch 2000 | loss: 0.0311194 | val_loss: 0.0311419 | Time: 2697.75 ms [2021-04-22 21:37:56 main:574] : INFO : Epoch 2001 | loss: 0.0311168 | val_loss: 0.0311432 | Time: 2694.93 ms [2021-04-22 21:37:58 main:574] : INFO : Epoch 2002 | loss: 0.031122 | val_loss: 0.0311435 | Time: 2696.97 ms [2021-04-22 21:38:01 main:574] : INFO : Epoch 2003 | loss: 0.0311214 | val_loss: 0.0311509 | Time: 2696.95 ms [2021-04-22 21:38:04 main:574] : INFO : Epoch 2004 | loss: 0.0311256 | val_loss: 0.0311536 | Time: 2692.74 ms [2021-04-22 21:38:07 main:574] : INFO : Epoch 2005 | loss: 0.0311195 | val_loss: 0.0311451 | Time: 2694.09 ms [2021-04-22 21:38:09 main:574] : INFO : Epoch 2006 | loss: 0.0311183 | val_loss: 0.0311462 | Time: 2696.91 ms [2021-04-22 21:38:12 main:574] : INFO : Epoch 2007 | loss: 0.0311187 | val_loss: 0.0311455 | Time: 2693.4 ms [2021-04-22 21:38:15 main:574] : INFO : Epoch 2008 | loss: 0.0311175 | val_loss: 0.031146 | Time: 2692.46 ms [2021-04-22 21:38:18 main:574] : INFO : Epoch 2009 | loss: 0.031118 | val_loss: 0.0311461 | Time: 2696.68 ms [2021-04-22 21:38:20 main:574] : INFO : Epoch 2010 | loss: 0.0311197 | val_loss: 0.0311479 | Time: 2695.28 ms [2021-04-22 21:38:23 main:574] : INFO : Epoch 2011 | loss: 0.0311189 | val_loss: 0.0311474 | Time: 2693.2 ms [2021-04-22 21:38:26 main:574] : INFO : Epoch 2012 | loss: 0.0311217 | val_loss: 0.0311509 | Time: 2694.77 ms [2021-04-22 21:38:28 main:574] : INFO : Epoch 2013 | loss: 0.0311223 | val_loss: 0.0311495 | Time: 2692.95 ms [2021-04-22 21:38:31 main:574] : INFO : Epoch 2014 | loss: 0.0311199 | val_loss: 0.0311462 | Time: 2694.22 ms [2021-04-22 21:38:34 main:574] : INFO : Epoch 2015 | loss: 0.0311226 | val_loss: 0.0311538 | Time: 2696.18 ms [2021-04-22 21:38:37 main:574] : INFO : Epoch 2016 | loss: 0.0311244 | val_loss: 0.0311494 | Time: 2702.26 ms [2021-04-22 21:38:39 main:574] : INFO : Epoch 2017 | loss: 0.0311213 | val_loss: 0.0311526 | Time: 2698.43 ms [2021-04-22 21:38:42 main:574] : INFO : Epoch 2018 | loss: 0.0311223 | val_loss: 0.0311503 | Time: 2696.49 ms [2021-04-22 21:38:45 main:574] : INFO : Epoch 2019 | loss: 0.0311226 | val_loss: 0.0311479 | Time: 2697.11 ms [2021-04-22 21:38:47 main:574] : INFO : Epoch 2020 | loss: 0.0311269 | val_loss: 0.0311497 | Time: 2692.39 ms [2021-04-22 21:38:50 main:574] : INFO : Epoch 2021 | loss: 0.0311257 | val_loss: 0.0311472 | Time: 2694.92 ms [2021-04-22 21:38:53 main:574] : INFO : Epoch 2022 | loss: 0.0311247 | val_loss: 0.0311493 | Time: 2694.7 ms [2021-04-22 21:38:56 main:574] : INFO : Epoch 2023 | loss: 0.0311217 | val_loss: 0.0311511 | Time: 2692.57 ms [2021-04-22 21:38:58 main:574] : INFO : Epoch 2024 | loss: 0.0311225 | val_loss: 0.0311446 | Time: 2696.14 ms [2021-04-22 21:39:01 main:574] : INFO : Epoch 2025 | loss: 0.0311231 | val_loss: 0.0311452 | Time: 2695.16 ms [2021-04-22 21:39:04 main:574] : INFO : Epoch 2026 | loss: 0.0311219 | val_loss: 0.0311461 | Time: 2692.72 ms [2021-04-22 21:39:06 main:574] : INFO : Epoch 2027 | loss: 0.0311224 | val_loss: 0.0311437 | Time: 2691.78 ms [2021-04-22 21:39:09 main:574] : INFO : Epoch 2028 | loss: 0.0311227 | val_loss: 0.0311515 | Time: 2695.45 ms [2021-04-22 21:39:12 main:574] : INFO : Epoch 2029 | loss: 0.0311204 | val_loss: 0.0311453 | Time: 2693.85 ms [2021-04-22 21:39:15 main:574] : INFO : Epoch 2030 | loss: 0.03112 | val_loss: 0.0311457 | Time: 2690.66 ms [2021-04-22 21:39:17 main:574] : INFO : Epoch 2031 | loss: 0.0311205 | val_loss: 0.0311449 | Time: 2696 ms [2021-04-22 21:39:20 main:574] : INFO : Epoch 2032 | loss: 0.031121 | val_loss: 0.0311488 | Time: 2695.61 ms [2021-04-22 21:39:23 main:574] : INFO : Epoch 2033 | loss: 0.0311233 | val_loss: 0.0311516 | Time: 2694.01 ms [2021-04-22 21:39:25 main:574] : INFO : Epoch 2034 | loss: 0.031124 | val_loss: 0.0311556 | Time: 2693.09 ms [2021-04-22 21:39:28 main:574] : INFO : Epoch 2035 | loss: 0.0311226 | val_loss: 0.0311502 | Time: 2696.88 ms [2021-04-22 21:39:31 main:574] : INFO : Epoch 2036 | loss: 0.0311218 | val_loss: 0.0311435 | Time: 2694.5 ms [2021-04-22 21:39:34 main:574] : INFO : Epoch 2037 | loss: 0.0311214 | val_loss: 0.0311488 | Time: 2691.8 ms [2021-04-22 21:39:36 main:574] : INFO : Epoch 2038 | loss: 0.0311212 | val_loss: 0.0311466 | Time: 2694.29 ms [2021-04-22 21:39:39 main:574] : INFO : Epoch 2039 | loss: 0.0311188 | val_loss: 0.0311462 | Time: 2694.77 ms [2021-04-22 21:39:42 main:574] : INFO : Epoch 2040 | loss: 0.0311167 | val_loss: 0.0311416 | Time: 2694.22 ms [2021-04-22 21:39:44 main:574] : INFO : Epoch 2041 | loss: 0.0311178 | val_loss: 0.0311444 | Time: 2695.41 ms [2021-04-22 21:39:47 main:574] : INFO : Epoch 2042 | loss: 0.0311186 | val_loss: 0.0311507 | Time: 2696.78 ms [2021-04-22 21:39:50 main:574] : INFO : Epoch 2043 | loss: 0.0311174 | val_loss: 0.0311488 | Time: 2694.6 ms [2021-04-22 21:39:53 main:574] : INFO : Epoch 2044 | loss: 0.0311165 | val_loss: 0.0311462 | Time: 2694.72 ms [2021-04-22 21:39:55 main:574] : INFO : Epoch 2045 | loss: 0.0311157 | val_loss: 0.0311499 | Time: 2695.91 ms [2021-04-22 21:39:58 main:574] : INFO : Epoch 2046 | loss: 0.031117 | val_loss: 0.0311443 | Time: 2695.78 ms [2021-04-22 21:40:01 main:574] : INFO : Epoch 2047 | loss: 0.0311152 | val_loss: 0.031146 | Time: 2693.35 ms [2021-04-22 21:40:04 main:574] : INFO : Epoch 2048 | loss: 0.0311153 | val_loss: 0.0311454 | Time: 2692.79 ms [2021-04-22 21:40:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311454 [2021-04-22 21:40:04 main:603] : INFO : Saving end state to config to file [2021-04-22 21:40:04 main:608] : INFO : Success, exiting.. 21:40:04 (8372): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)