Task 5239642
| Name | ParityModified-1619238512-7121-3_1 |
| Workunit | 3110965 |
| Created | 26 May 2021, 17:35:00 UTC |
| Sent | 26 May 2021, 21:27:20 UTC |
| Report deadline | 2 Jun 2021, 21:27:20 UTC |
| Received | 27 May 2021, 4:35:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5082 |
| Run time | 6 hours 6 min 25 sec |
| CPU time | 5 hours 42 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,463.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 2.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -27 04:04:55 main:574] : INFO : Epoch 1542 | loss: 0.0311351 | val_loss: 0.031148 | Time: 10977.1 ms [2021-05-27 04:05:06 main:574] : INFO : Epoch 1543 | loss: 0.0311329 | val_loss: 0.0311453 | Time: 10466.2 ms [2021-05-27 04:05:17 main:574] : INFO : Epoch 1544 | loss: 0.0311324 | val_loss: 0.0311519 | Time: 10679.7 ms [2021-05-27 04:05:27 main:574] : INFO : Epoch 1545 | loss: 0.0311313 | val_loss: 0.0311447 | Time: 10343.6 ms [2021-05-27 04:05:38 main:574] : INFO : Epoch 1546 | loss: 0.031131 | val_loss: 0.0311462 | Time: 10920.4 ms [2021-05-27 04:05:48 main:574] : INFO : Epoch 1547 | loss: 0.0311291 | val_loss: 0.0311469 | Time: 10438.5 ms [2021-05-27 04:05:59 main:574] : INFO : Epoch 1548 | loss: 0.0311292 | val_loss: 0.0311473 | Time: 10690.1 ms [2021-05-27 04:06:09 main:574] : INFO : Epoch 1549 | loss: 0.0311306 | val_loss: 0.0311458 | Time: 10163.9 ms [2021-05-27 04:06:20 main:574] : INFO : Epoch 1550 | loss: 0.0311311 | val_loss: 0.0311466 | Time: 10257.4 ms [2021-05-27 04:06:31 main:574] : INFO : Epoch 1551 | loss: 0.0311322 | val_loss: 0.0311485 | Time: 10739.7 ms [2021-05-27 04:06:41 main:574] : INFO : Epoch 1552 | loss: 0.0311341 | val_loss: 0.0311489 | Time: 10786.1 ms [2021-05-27 04:06:52 main:574] : INFO : Epoch 1553 | loss: 0.031133 | val_loss: 0.0311469 | Time: 10702.9 ms [2021-05-27 04:07:03 main:574] : INFO : Epoch 1554 | loss: 0.0311316 | val_loss: 0.0311471 | Time: 10524.4 ms [2021-05-27 04:07:13 main:574] : INFO : Epoch 1555 | loss: 0.031129 | val_loss: 0.0311456 | Time: 10477.5 ms [2021-05-27 04:07:24 main:574] : INFO : Epoch 1556 | loss: 0.0311293 | val_loss: 0.0311465 | Time: 10490.7 ms [2021-05-27 04:07:35 main:574] : INFO : Epoch 1557 | loss: 0.0311276 | val_loss: 0.0311434 | Time: 10644.2 ms [2021-05-27 04:07:46 main:574] : INFO : Epoch 1558 | loss: 0.0311295 | val_loss: 0.0311499 | Time: 11581.3 ms [2021-05-27 04:07:57 main:574] : INFO : Epoch 1559 | loss: 0.031129 | val_loss: 0.0311471 | Time: 10459.5 ms [2021-05-27 04:08:08 main:574] : INFO : Epoch 1560 | loss: 0.031128 | val_loss: 0.0311464 | Time: 11137.3 ms [2021-05-27 04:08:18 main:574] : INFO : Epoch 1561 | loss: 0.0311304 | val_loss: 0.0311457 | Time: 10461.7 ms [2021-05-27 04:08:29 main:574] : INFO : Epoch 1562 | loss: 0.031132 | val_loss: 0.0311564 | Time: 10473.1 ms [2021-05-27 04:08:39 main:574] : INFO : Epoch 1563 | loss: 0.0311313 | val_loss: 0.0311521 | Time: 10188.1 ms [2021-05-27 04:08:50 main:574] : INFO : Epoch 1564 | loss: 0.031131 | val_loss: 0.031151 | Time: 10857.9 ms [2021-05-27 04:09:01 main:574] : INFO : Epoch 1565 | loss: 0.0311391 | val_loss: 0.0311498 | Time: 10636 ms [2021-05-27 04:09:12 main:574] : INFO : Epoch 1566 | loss: 0.0311392 | val_loss: 0.0311525 | Time: 11016.3 ms [2021-05-27 04:09:23 main:574] : INFO : Epoch 1567 | loss: 0.031135 | val_loss: 0.0311496 | Time: 10681.8 ms [2021-05-27 04:09:34 main:574] : INFO : Epoch 1568 | loss: 0.0311342 | val_loss: 0.0311505 | Time: 11188.9 ms [2021-05-27 04:09:43 main:574] : INFO : Epoch 1569 | loss: 0.0311331 | val_loss: 0.0311539 | Time: 9412.67 ms [2021-05-27 04:09:54 main:574] : INFO : Epoch 1570 | loss: 0.0311319 | val_loss: 0.0311501 | Time: 10407.2 ms [2021-05-27 04:10:04 main:574] : INFO : Epoch 1571 | loss: 0.0311309 | val_loss: 0.0311496 | Time: 10196.6 ms [2021-05-27 04:10:15 main:574] : INFO : Epoch 1572 | loss: 0.0311313 | val_loss: 0.0311508 | Time: 10804.7 ms [2021-05-27 04:10:25 main:574] : INFO : Epoch 1573 | loss: 0.0311295 | val_loss: 0.0311553 | Time: 9912.92 ms [2021-05-27 04:10:35 main:574] : INFO : Epoch 1574 | loss: 0.0311287 | val_loss: 0.03115 | Time: 10096.7 ms [2021-05-27 04:10:46 main:574] : INFO : Epoch 1575 | loss: 0.03113 | val_loss: 0.0311519 | Time: 10792.4 ms [2021-05-27 04:10:57 main:574] : INFO : Epoch 1576 | loss: 0.0311303 | val_loss: 0.0311498 | Time: 10855.7 ms [2021-05-27 04:11:08 main:574] : INFO : Epoch 1577 | loss: 0.0311307 | val_loss: 0.0311519 | Time: 11009.2 ms [2021-05-27 04:11:19 main:574] : INFO : Epoch 1578 | loss: 0.0311323 | val_loss: 0.0311593 | Time: 11132.7 ms [2021-05-27 04:11:30 main:574] : INFO : Epoch 1579 | loss: 0.0311359 | val_loss: 0.0311595 | Time: 10953.7 ms [2021-05-27 04:11:41 main:574] : INFO : Epoch 1580 | loss: 0.0311301 | val_loss: 0.0311533 | Time: 10597.5 ms [2021-05-27 04:11:51 main:574] : INFO : Epoch 1581 | loss: 0.0311281 | val_loss: 0.0311555 | Time: 10794.3 ms [2021-05-27 04:12:01 main:574] : INFO : Epoch 1582 | loss: 0.0311303 | val_loss: 0.0311513 | Time: 9827.63 ms [2021-05-27 04:12:12 main:574] : INFO : Epoch 1583 | loss: 0.0311285 | val_loss: 0.0311527 | Time: 10400.9 ms [2021-05-27 04:12:23 main:574] : INFO : Epoch 1584 | loss: 0.0311295 | val_loss: 0.0311553 | Time: 11002.1 ms [2021-05-27 04:12:34 main:574] : INFO : Epoch 1585 | loss: 0.0311269 | val_loss: 0.0311514 | Time: 10997.8 ms [2021-05-27 04:12:44 main:574] : INFO : Epoch 1586 | loss: 0.0311264 | val_loss: 0.0311599 | Time: 10568.5 ms [2021-05-27 04:12:55 main:574] : INFO : Epoch 1587 | loss: 0.0311277 | val_loss: 0.0311533 | Time: 10532.1 ms [2021-05-27 04:13:06 main:574] : INFO : Epoch 1588 | loss: 0.031127 | val_loss: 0.0311492 | Time: 10667.9 ms [2021-05-27 04:13:16 main:574] : INFO : Epoch 1589 | loss: 0.0311258 | val_loss: 0.0311505 | Time: 10600.3 ms [2021-05-27 04:13:27 main:574] : INFO : Epoch 1590 | loss: 0.0311279 | val_loss: 0.0311485 | Time: 10985.4 ms [2021-05-27 04:13:38 main:574] : INFO : Epoch 1591 | loss: 0.0311264 | val_loss: 0.0311492 | Time: 10819.9 ms [2021-05-27 04:13:49 main:574] : INFO : Epoch 1592 | loss: 0.0311297 | val_loss: 0.0311498 | Time: 10606.1 ms [2021-05-27 04:14:00 main:574] : INFO : Epoch 1593 | loss: 0.0311299 | val_loss: 0.0311541 | Time: 10755.6 ms [2021-05-27 04:14:10 main:574] : INFO : Epoch 1594 | loss: 0.0311275 | val_loss: 0.0311479 | Time: 10269.6 ms [2021-05-27 04:14:21 main:574] : INFO : Epoch 1595 | loss: 0.0311257 | val_loss: 0.031148 | Time: 10557 ms [2021-05-27 04:14:32 main:574] : INFO : Epoch 1596 | loss: 0.0311262 | val_loss: 0.0311511 | Time: 11046.5 ms [2021-05-27 04:14:43 main:574] : INFO : Epoch 1597 | loss: 0.0311267 | val_loss: 0.0311492 | Time: 10890.6 ms [2021-05-27 04:14:54 main:574] : INFO : Epoch 1598 | loss: 0.031125 | val_loss: 0.0311494 | Time: 10885.4 ms [2021-05-27 04:15:05 main:574] : INFO : Epoch 1599 | loss: 0.0311252 | val_loss: 0.0311529 | Time: 11139.8 ms [2021-05-27 04:15:16 main:574] : INFO : Epoch 1600 | loss: 0.0311233 | val_loss: 0.0311517 | Time: 10764.4 ms [2021-05-27 04:15:26 main:574] : INFO : Epoch 1601 | loss: 0.0311275 | val_loss: 0.03115 | Time: 10757.1 ms [2021-05-27 04:15:37 main:574] : INFO : Epoch 1602 | loss: 0.0311298 | val_loss: 0.0311598 | Time: 10589.4 ms [2021-05-27 04:15:48 main:574] : INFO : Epoch 1603 | loss: 0.0311322 | val_loss: 0.0311483 | Time: 11072.1 ms [2021-05-27 04:15:59 main:574] : INFO : Epoch 1604 | loss: 0.0311273 | val_loss: 0.0311477 | Time: 10615.9 ms [2021-05-27 04:16:10 main:574] : INFO : Epoch 1605 | loss: 0.0311254 | val_loss: 0.0311471 | Time: 11037.5 ms [2021-05-27 04:16:21 main:574] : INFO : Epoch 1606 | loss: 0.0311244 | val_loss: 0.0311484 | Time: 10564.9 ms [2021-05-27 04:16:32 main:574] : INFO : Epoch 1607 | loss: 0.0311257 | val_loss: 0.0311459 | Time: 11361.4 ms [2021-05-27 04:16:43 main:574] : INFO : Epoch 1608 | loss: 0.0311259 | val_loss: 0.0311452 | Time: 10708.2 ms [2021-05-27 04:16:54 main:574] : INFO : Epoch 1609 | loss: 0.0311264 | val_loss: 0.0311474 | Time: 11027.9 ms [2021-05-27 04:17:04 main:574] : INFO : Epoch 1610 | loss: 0.031125 | val_loss: 0.0311462 | Time: 10197.4 ms [2021-05-27 04:17:15 main:574] : INFO : Epoch 1611 | loss: 0.0311261 | val_loss: 0.031147 | Time: 10771.7 ms [2021-05-27 04:17:26 main:574] : INFO : Epoch 1612 | loss: 0.0311273 | val_loss: 0.0311488 | Time: 10634.7 ms [2021-05-27 04:17:37 main:574] : INFO : Epoch 1613 | loss: 0.0311299 | val_loss: 0.0311505 | Time: 11048.3 ms [2021-05-27 04:17:48 main:574] : INFO : Epoch 1614 | loss: 0.0311305 | val_loss: 0.0311484 | Time: 10564.5 ms [2021-05-27 04:17:58 main:574] : INFO : Epoch 1615 | loss: 0.0311297 | val_loss: 0.0311461 | Time: 10825.4 ms [2021-05-27 04:18:09 main:574] : INFO : Epoch 1616 | loss: 0.0311282 | val_loss: 0.031152 | Time: 10828.5 ms [2021-05-27 04:18:21 main:574] : INFO : Epoch 1617 | loss: 0.0311262 | val_loss: 0.0311493 | Time: 11639.6 ms [2021-05-27 04:18:32 main:574] : INFO : Epoch 1618 | loss: 0.031127 | val_loss: 0.0311478 | Time: 10542 ms [2021-05-27 04:18:43 main:574] : INFO : Epoch 1619 | loss: 0.0311278 | val_loss: 0.0311484 | Time: 10967.3 ms [2021-05-27 04:18:53 main:574] : INFO : Epoch 1620 | loss: 0.0311293 | val_loss: 0.0311512 | Time: 10783.2 ms [2021-05-27 04:19:05 main:574] : INFO : Epoch 1621 | loss: 0.0311343 | val_loss: 0.0311553 | Time: 11012.9 ms [2021-05-27 04:19:15 main:574] : INFO : Epoch 1622 | loss: 0.0311249 | val_loss: 0.0311473 | Time: 10640.9 ms [2021-05-27 04:19:26 main:574] : INFO : Epoch 1623 | loss: 0.0311239 | val_loss: 0.0311472 | Time: 10314.9 ms [2021-05-27 04:19:35 main:574] : INFO : Epoch 1624 | loss: 0.0311233 | val_loss: 0.0311466 | Time: 9248.46 ms [2021-05-27 04:19:45 main:574] : INFO : Epoch 1625 | loss: 0.0311234 | val_loss: 0.0311473 | Time: 9900.89 ms [2021-05-27 04:19:56 main:574] : INFO : Epoch 1626 | loss: 0.0311241 | val_loss: 0.0311481 | Time: 10777.3 ms [2021-05-27 04:20:06 main:574] : INFO : Epoch 1627 | loss: 0.0311287 | val_loss: 0.0311498 | Time: 10715.2 ms [2021-05-27 04:20:17 main:574] : INFO : Epoch 1628 | loss: 0.0311281 | val_loss: 0.0311469 | Time: 10791.3 ms [2021-05-27 04:20:29 main:574] : INFO : Epoch 1629 | loss: 0.0311274 | val_loss: 0.0311464 | Time: 11235.4 ms [2021-05-27 04:20:39 main:574] : INFO : Epoch 1630 | loss: 0.031129 | val_loss: 0.031146 | Time: 10050.3 ms [2021-05-27 04:20:49 main:574] : INFO : Epoch 1631 | loss: 0.0311296 | val_loss: 0.0311484 | Time: 10218.3 ms [2021-05-27 04:21:00 main:574] : INFO : Epoch 1632 | loss: 0.0311309 | val_loss: 0.0311462 | Time: 10949.6 ms [2021-05-27 04:21:11 main:574] : INFO : Epoch 1633 | loss: 0.0311328 | val_loss: 0.031156 | Time: 10915.9 ms [2021-05-27 04:21:21 main:574] : INFO : Epoch 1634 | loss: 0.0311384 | val_loss: 0.0311495 | Time: 10396.4 ms [2021-05-27 04:21:32 main:574] : INFO : Epoch 1635 | loss: 0.0311337 | val_loss: 0.0311543 | Time: 11035 ms [2021-05-27 04:21:42 main:574] : INFO : Epoch 1636 | loss: 0.0311351 | val_loss: 0.0311557 | Time: 10055.9 ms [2021-05-27 04:21:53 main:574] : INFO : Epoch 1637 | loss: 0.0311369 | val_loss: 0.0311494 | Time: 10458.1 ms [2021-05-27 04:22:03 main:574] : INFO : Epoch 1638 | loss: 0.031134 | val_loss: 0.0311486 | Time: 10123.5 ms [2021-05-27 04:22:14 main:574] : INFO : Epoch 1639 | loss: 0.0311328 | val_loss: 0.0311505 | Time: 10493.2 ms [2021-05-27 04:22:24 main:574] : INFO : Epoch 1640 | loss: 0.0311338 | val_loss: 0.0311519 | Time: 10351.7 ms [2021-05-27 04:22:35 main:574] : INFO : Epoch 1641 | loss: 0.0311304 | val_loss: 0.0311527 | Time: 11329.6 ms [2021-05-27 04:22:46 main:574] : INFO : Epoch 1642 | loss: 0.0311315 | val_loss: 0.0311471 | Time: 10409.3 ms [2021-05-27 04:22:57 main:574] : INFO : Epoch 1643 | loss: 0.0311301 | val_loss: 0.0311549 | Time: 11211 ms [2021-05-27 04:23:08 main:574] : INFO : Epoch 1644 | loss: 0.0311294 | val_loss: 0.0311495 | Time: 10577.2 ms [2021-05-27 04:23:18 main:574] : INFO : Epoch 1645 | loss: 0.0311274 | val_loss: 0.0311498 | Time: 10308.5 ms [2021-05-27 04:23:29 main:574] : INFO : Epoch 1646 | loss: 0.0311269 | val_loss: 0.0311492 | Time: 10763.6 ms [2021-05-27 04:23:40 main:574] : INFO : Epoch 1647 | loss: 0.0311256 | val_loss: 0.0311476 | Time: 10797.7 ms [2021-05-27 04:23:50 main:574] : INFO : Epoch 1648 | loss: 0.0311269 | val_loss: 0.0311466 | Time: 10732.7 ms [2021-05-27 04:24:01 main:574] : INFO : Epoch 1649 | loss: 0.0311303 | val_loss: 0.0311491 | Time: 10318.6 ms [2021-05-27 04:24:12 main:574] : INFO : Epoch 1650 | loss: 0.0311275 | val_loss: 0.0311514 | Time: 11183.7 ms [2021-05-27 04:24:23 main:574] : INFO : Epoch 1651 | loss: 0.0311256 | val_loss: 0.031151 | Time: 10689.2 ms [2021-05-27 04:24:33 main:574] : INFO : Epoch 1652 | loss: 0.0311269 | val_loss: 0.031146 | Time: 10335 ms [2021-05-27 04:24:44 main:574] : INFO : Epoch 1653 | loss: 0.0311295 | val_loss: 0.0311504 | Time: 10892.1 ms [2021-05-27 04:24:55 main:574] : INFO : Epoch 1654 | loss: 0.0311292 | val_loss: 0.0311512 | Time: 10468.1 ms [2021-05-27 04:25:05 main:574] : INFO : Epoch 1655 | loss: 0.0311316 | val_loss: 0.0311533 | Time: 10363.5 ms [2021-05-27 04:25:16 main:574] : INFO : Epoch 1656 | loss: 0.0311286 | val_loss: 0.0311478 | Time: 10389.8 ms [2021-05-27 04:25:26 main:574] : INFO : Epoch 1657 | loss: 0.0311284 | val_loss: 0.0311488 | Time: 10584.9 ms [2021-05-27 04:25:37 main:574] : INFO : Epoch 1658 | loss: 0.0311316 | val_loss: 0.031146 | Time: 10486.8 ms [2021-05-27 04:25:48 main:574] : INFO : Epoch 1659 | loss: 0.0311315 | val_loss: 0.0311491 | Time: 10918.3 ms [2021-05-27 04:25:59 main:574] : INFO : Epoch 1660 | loss: 0.0311293 | val_loss: 0.0311486 | Time: 11016.6 ms [2021-05-27 04:26:09 main:574] : INFO : Epoch 1661 | loss: 0.0311286 | val_loss: 0.0311505 | Time: 10507.3 ms [2021-05-27 04:26:20 main:574] : INFO : Epoch 1662 | loss: 0.0311309 | val_loss: 0.0311568 | Time: 10539.3 ms [2021-05-27 04:26:31 main:574] : INFO : Epoch 1663 | loss: 0.0311318 | val_loss: 0.031151 | Time: 10512.7 ms [2021-05-27 04:26:41 main:574] : INFO : Epoch 1664 | loss: 0.0311314 | val_loss: 0.0311517 | Time: 10768.2 ms [2021-05-27 04:26:51 main:574] : INFO : Epoch 1665 | loss: 0.0311336 | val_loss: 0.0311536 | Time: 10023.5 ms [2021-05-27 04:27:02 main:574] : INFO : Epoch 1666 | loss: 0.0311431 | val_loss: 0.0311588 | Time: 10292.1 ms [2021-05-27 04:27:13 main:574] : INFO : Epoch 1667 | loss: 0.0311454 | val_loss: 0.0311569 | Time: 11236.2 ms [2021-05-27 04:27:23 main:574] : INFO : Epoch 1668 | loss: 0.0311434 | val_loss: 0.0311529 | Time: 10227.3 ms [2021-05-27 04:27:34 main:574] : INFO : Epoch 1669 | loss: 0.0311429 | val_loss: 0.0311583 | Time: 10235.4 ms [2021-05-27 04:27:44 main:574] : INFO : Epoch 1670 | loss: 0.0311451 | val_loss: 0.0311569 | Time: 10127.7 ms [2021-05-27 04:27:54 main:574] : INFO : Epoch 1671 | loss: 0.0311416 | val_loss: 0.0311588 | Time: 10144 ms [2021-05-27 04:28:05 main:574] : INFO : Epoch 1672 | loss: 0.0311402 | val_loss: 0.0311565 | Time: 10639.4 ms [2021-05-27 04:28:16 main:574] : INFO : Epoch 1673 | loss: 0.0311416 | val_loss: 0.0311608 | Time: 10954.6 ms [2021-05-27 04:28:26 main:574] : INFO : Epoch 1674 | loss: 0.0311411 | val_loss: 0.0311556 | Time: 10571.6 ms [2021-05-27 04:28:37 main:574] : INFO : Epoch 1675 | loss: 0.0311511 | val_loss: 0.031159 | Time: 10305.9 ms [2021-05-27 04:28:47 main:574] : INFO : Epoch 1676 | loss: 0.0311528 | val_loss: 0.0311625 | Time: 10497.4 ms [2021-05-27 04:28:58 main:574] : INFO : Epoch 1677 | loss: 0.0311452 | val_loss: 0.0311574 | Time: 10635.1 ms [2021-05-27 04:29:08 main:574] : INFO : Epoch 1678 | loss: 0.0311509 | val_loss: 0.03116 | Time: 10427.9 ms [2021-05-27 04:29:19 main:574] : INFO : Epoch 1679 | loss: 0.0311533 | val_loss: 0.0311583 | Time: 10680.8 ms [2021-05-27 04:29:29 main:574] : INFO : Epoch 1680 | loss: 0.0311523 | val_loss: 0.0311573 | Time: 10212.1 ms [2021-05-27 04:29:40 main:574] : INFO : Epoch 1681 | loss: 0.0311556 | val_loss: 0.0311606 | Time: 10969.5 ms [2021-05-27 04:29:50 main:574] : INFO : Epoch 1682 | loss: 0.0311552 | val_loss: 0.0311639 | Time: 10076.9 ms [2021-05-27 04:30:01 main:574] : INFO : Epoch 1683 | loss: 0.0311529 | val_loss: 0.0311586 | Time: 10553.2 ms [2021-05-27 04:30:12 main:574] : INFO : Epoch 1684 | loss: 0.0311516 | val_loss: 0.0311567 | Time: 10820.7 ms [2021-05-27 04:30:23 main:574] : INFO : Epoch 1685 | loss: 0.0311508 | val_loss: 0.0311562 | Time: 10632.1 ms [2021-05-27 04:30:34 main:574] : INFO : Epoch 1686 | loss: 0.0311475 | val_loss: 0.0311566 | Time: 10965.9 ms [2021-05-27 04:30:44 main:574] : INFO : Epoch 1687 | loss: 0.0311457 | val_loss: 0.0311609 | Time: 10828.1 ms [2021-05-27 04:30:55 main:574] : INFO : Epoch 1688 | loss: 0.0311435 | val_loss: 0.0311576 | Time: 10059.8 ms [2021-05-27 04:31:06 main:574] : INFO : Epoch 1689 | loss: 0.0311444 | val_loss: 0.0311574 | Time: 11372 ms [2021-05-27 04:31:16 main:574] : INFO : Epoch 1690 | loss: 0.0311417 | val_loss: 0.0311547 | Time: 9911.32 ms [2021-05-27 04:31:27 main:574] : INFO : Epoch 1691 | loss: 0.0311414 | val_loss: 0.0311557 | Time: 11045.3 ms [2021-05-27 04:31:38 main:574] : INFO : Epoch 1692 | loss: 0.0311388 | val_loss: 0.031159 | Time: 10714.9 ms [2021-05-27 04:31:47 main:574] : INFO : Epoch 1693 | loss: 0.031139 | val_loss: 0.0311562 | Time: 9721.07 ms [2021-05-27 04:31:57 main:574] : INFO : Epoch 1694 | loss: 0.0311396 | val_loss: 0.0311587 | Time: 8781.35 ms [2021-05-27 04:32:07 main:574] : INFO : Epoch 1695 | loss: 0.0311381 | val_loss: 0.0311579 | Time: 9562.32 ms [2021-05-27 04:32:17 main:574] : INFO : Epoch 1696 | loss: 0.0311372 | val_loss: 0.031159 | Time: 10330.7 ms [2021-05-27 04:32:27 main:574] : INFO : Epoch 1697 | loss: 0.031136 | val_loss: 0.0311606 | Time: 10517.8 ms [2021-05-27 04:32:38 main:574] : INFO : Epoch 1698 | loss: 0.0311362 | val_loss: 0.0311558 | Time: 10826.9 ms [2021-05-27 04:32:49 main:574] : INFO : Epoch 1699 | loss: 0.0311436 | val_loss: 0.0311682 | Time: 10705.7 ms [2021-05-27 04:33:00 main:574] : INFO : Epoch 1700 | loss: 0.0311668 | val_loss: 0.0311718 | Time: 10903.4 ms [2021-05-27 04:33:11 main:574] : INFO : Epoch 1701 | loss: 0.0311654 | val_loss: 0.0311667 | Time: 10471.2 ms [2021-05-27 04:33:22 main:574] : INFO : Epoch 1702 | loss: 0.0311623 | val_loss: 0.0311641 | Time: 11036.7 ms [2021-05-27 04:33:33 main:574] : INFO : Epoch 1703 | loss: 0.0311601 | val_loss: 0.0311633 | Time: 11284.6 ms [2021-05-27 04:33:44 main:574] : INFO : Epoch 1704 | loss: 0.0311578 | val_loss: 0.0311672 | Time: 10625.5 ms [2021-05-27 04:33:55 main:574] : INFO : Epoch 1705 | loss: 0.0311571 | val_loss: 0.0311643 | Time: 10994.3 ms [2021-05-27 04:34:05 main:574] : INFO : Epoch 1706 | loss: 0.0311561 | val_loss: 0.0311659 | Time: 10571.9 ms [2021-05-27 04:34:16 main:574] : INFO : Epoch 1707 | loss: 0.0311552 | val_loss: 0.0311644 | Time: 10455.8 ms [2021-05-27 04:34:26 main:574] : INFO : Epoch 1708 | loss: 0.0311572 | val_loss: 0.031168 | Time: 10143.5 ms [2021-05-27 04:34:37 main:574] : INFO : Epoch 1709 | loss: 0.0311559 | val_loss: 0.0311656 | Time: 11088.1 ms [2021-05-27 04:34:48 main:574] : INFO : Epoch 1710 | loss: 0.0311548 | val_loss: 0.0311616 | Time: 10939.9 ms [2021-05-27 04:34:58 main:574] : INFO : Epoch 1711 | loss: 0.0311513 | val_loss: 0.0311603 | Time: 10254.7 ms [2021-05-27 04:35:09 main:574] : INFO : Epoch 1712 | loss: 0.0311502 | val_loss: 0.0311631 | Time: 10740.3 ms [2021-05-27 04:35:19 main:574] : INFO : Epoch 1713 | loss: 0.0311505 | val_loss: 0.0311601 | Time: 10236.1 ms [2021-05-27 04:35:30 main:574] : INFO : Epoch 1714 | loss: 0.0311497 | val_loss: 0.0311589 | Time: 10631.8 ms [2021-05-27 04:35:41 main:574] : INFO : Epoch 1715 | loss: 0.0311495 | val_loss: 0.0311619 | Time: 10508.1 ms [2021-05-27 04:35:51 main:574] : INFO : Epoch 1716 | loss: 0.0311498 | val_loss: 0.0311588 | Time: 10671.7 ms [2021-05-27 04:36:03 main:574] : INFO : Epoch 1717 | loss: 0.0311485 | val_loss: 0.0311598 | Time: 11085.7 ms [2021-05-27 04:36:13 main:574] : INFO : Epoch 1718 | loss: 0.0311476 | val_loss: 0.0311586 | Time: 10415.3 ms [2021-05-27 04:36:23 main:574] : INFO : Epoch 1719 | loss: 0.0311485 | val_loss: 0.0311598 | Time: 10343.7 ms [2021-05-27 04:36:34 main:574] : INFO : Epoch 1720 | loss: 0.0311461 | val_loss: 0.0311575 | Time: 10409.5 ms [2021-05-27 04:36:45 main:574] : INFO : Epoch 1721 | loss: 0.0311454 | val_loss: 0.0311599 | Time: 11045.5 ms [2021-05-27 04:36:56 main:574] : INFO : Epoch 1722 | loss: 0.0311463 | val_loss: 0.0311585 | Time: 10623.6 ms [2021-05-27 04:37:06 main:574] : INFO : Epoch 1723 | loss: 0.0311459 | val_loss: 0.0311571 | Time: 10642.1 ms [2021-05-27 04:37:17 main:574] : INFO : Epoch 1724 | loss: 0.0311464 | val_loss: 0.0311586 | Time: 10348.3 ms [2021-05-27 04:37:27 main:574] : INFO : Epoch 1725 | loss: 0.0311456 | val_loss: 0.0311633 | Time: 10424.9 ms [2021-05-27 04:37:38 main:574] : INFO : Epoch 1726 | loss: 0.0311466 | val_loss: 0.0311595 | Time: 10518.7 ms [2021-05-27 04:37:48 main:574] : INFO : Epoch 1727 | loss: 0.0311455 | val_loss: 0.0311578 | Time: 10665.4 ms [2021-05-27 04:37:59 main:574] : INFO : Epoch 1728 | loss: 0.0311462 | val_loss: 0.0311594 | Time: 10420.6 ms [2021-05-27 04:38:10 main:574] : INFO : Epoch 1729 | loss: 0.0311459 | val_loss: 0.0311614 | Time: 10832.1 ms [2021-05-27 04:38:20 main:574] : INFO : Epoch 1730 | loss: 0.031146 | val_loss: 0.0311599 | Time: 10195.6 ms [2021-05-27 04:38:31 main:574] : INFO : Epoch 1731 | loss: 0.0311461 | val_loss: 0.031157 | Time: 10575.2 ms [2021-05-27 04:38:41 main:574] : INFO : Epoch 1732 | loss: 0.0311455 | val_loss: 0.0311609 | Time: 10215.9 ms [2021-05-27 04:38:51 main:574] : INFO : Epoch 1733 | loss: 0.0311473 | val_loss: 0.0311573 | Time: 10402.4 ms [2021-05-27 04:39:02 main:574] : INFO : Epoch 1734 | loss: 0.0311456 | val_loss: 0.0311581 | Time: 10835 ms [2021-05-27 04:39:13 main:574] : INFO : Epoch 1735 | loss: 0.0311451 | val_loss: 0.0311587 | Time: 10550.7 ms [2021-05-27 04:39:23 main:574] : INFO : Epoch 1736 | loss: 0.0311439 | val_loss: 0.0311586 | Time: 10306.2 ms [2021-05-27 04:39:34 main:574] : INFO : Epoch 1737 | loss: 0.0311434 | val_loss: 0.0311584 | Time: 11081.9 ms [2021-05-27 04:39:45 main:574] : INFO : Epoch 1738 | loss: 0.0311433 | val_loss: 0.0311605 | Time: 10405.2 ms [2021-05-27 04:39:55 main:574] : INFO : Epoch 1739 | loss: 0.0311439 | val_loss: 0.03116 | Time: 9868.23 ms [2021-05-27 04:40:05 main:574] : INFO : Epoch 1740 | loss: 0.031143 | val_loss: 0.0311634 | Time: 10615.1 ms [2021-05-27 04:40:16 main:574] : INFO : Epoch 1741 | loss: 0.0311448 | val_loss: 0.0311604 | Time: 10613.5 ms [2021-05-27 04:40:26 main:574] : INFO : Epoch 1742 | loss: 0.0311442 | val_loss: 0.031159 | Time: 10254.5 ms [2021-05-27 04:40:38 main:574] : INFO : Epoch 1743 | loss: 0.031142 | val_loss: 0.0311568 | Time: 11039.1 ms [2021-05-27 04:40:50 main:574] : INFO : Epoch 1744 | loss: 0.031142 | val_loss: 0.0311599 | Time: 11327.2 ms [2021-05-27 04:41:01 main:574] : INFO : Epoch 1745 | loss: 0.0311425 | val_loss: 0.0311575 | Time: 10923 ms [2021-05-27 04:41:11 main:574] : INFO : Epoch 1746 | loss: 0.0311439 | val_loss: 0.0311579 | Time: 10217.2 ms [2021-05-27 04:41:22 main:574] : INFO : Epoch 1747 | loss: 0.031142 | val_loss: 0.0311596 | Time: 10566.9 ms [2021-05-27 04:41:33 main:574] : INFO : Epoch 1748 | loss: 0.0311413 | val_loss: 0.0311589 | Time: 10950.6 ms [2021-05-27 04:41:43 main:574] : INFO : Epoch 1749 | loss: 0.0311417 | val_loss: 0.0311606 | Time: 9923.06 ms [2021-05-27 04:41:53 main:574] : INFO : Epoch 1750 | loss: 0.0311432 | val_loss: 0.031157 | Time: 10657.8 ms [2021-05-27 04:42:04 main:574] : INFO : Epoch 1751 | loss: 0.0311428 | val_loss: 0.0311703 | Time: 10637 ms [2021-05-27 04:42:14 main:574] : INFO : Epoch 1752 | loss: 0.0311421 | val_loss: 0.0311602 | Time: 10408.8 ms [2021-05-27 04:42:25 main:574] : INFO : Epoch 1753 | loss: 0.0311409 | val_loss: 0.0311585 | Time: 10658 ms [2021-05-27 04:42:36 main:574] : INFO : Epoch 1754 | loss: 0.0311405 | val_loss: 0.0311644 | Time: 10409.6 ms [2021-05-27 04:42:47 main:574] : INFO : Epoch 1755 | loss: 0.0311439 | val_loss: 0.0311625 | Time: 11238.7 ms [2021-05-27 04:42:58 main:574] : INFO : Epoch 1756 | loss: 0.0311459 | val_loss: 0.0311611 | Time: 10618.1 ms [2021-05-27 04:43:09 main:574] : INFO : Epoch 1757 | loss: 0.0311451 | val_loss: 0.0311595 | Time: 10932.6 ms [2021-05-27 04:43:20 main:574] : INFO : Epoch 1758 | loss: 0.0311447 | val_loss: 0.0311607 | Time: 11027.2 ms [2021-05-27 04:43:31 main:574] : INFO : Epoch 1759 | loss: 0.0311441 | val_loss: 0.0311666 | Time: 11169.2 ms [2021-05-27 04:43:41 main:574] : INFO : Epoch 1760 | loss: 0.0311478 | val_loss: 0.0311606 | Time: 10368.6 ms [2021-05-27 04:43:52 main:574] : INFO : Epoch 1761 | loss: 0.031146 | val_loss: 0.0311602 | Time: 10422.9 ms [2021-05-27 04:44:03 main:574] : INFO : Epoch 1762 | loss: 0.0311441 | val_loss: 0.0311562 | Time: 10691.4 ms [2021-05-27 04:44:14 main:574] : INFO : Epoch 1763 | loss: 0.0311433 | val_loss: 0.0311581 | Time: 10851.2 ms [2021-05-27 04:44:24 main:574] : INFO : Epoch 1764 | loss: 0.0311424 | val_loss: 0.0311585 | Time: 10479.3 ms [2021-05-27 04:44:35 main:574] : INFO : Epoch 1765 | loss: 0.0311432 | val_loss: 0.0311546 | Time: 10469.2 ms [2021-05-27 04:44:45 main:574] : INFO : Epoch 1766 | loss: 0.0311432 | val_loss: 0.0311556 | Time: 10234.6 ms [2021-05-27 04:44:55 main:574] : INFO : Epoch 1767 | loss: 0.0311431 | val_loss: 0.0311554 | Time: 10375.3 ms [2021-05-27 04:45:06 main:574] : INFO : Epoch 1768 | loss: 0.0311439 | val_loss: 0.0311577 | Time: 10487.4 ms [2021-05-27 04:45:16 main:574] : INFO : Epoch 1769 | loss: 0.0311446 | val_loss: 0.0311554 | Time: 10381.9 ms [2021-05-27 04:45:28 main:574] : INFO : Epoch 1770 | loss: 0.0311437 | val_loss: 0.0311572 | Time: 11350.4 ms [2021-05-27 04:45:38 main:574] : INFO : Epoch 1771 | loss: 0.0311421 | val_loss: 0.031153 | Time: 10471.7 ms [2021-05-27 04:45:49 main:574] : INFO : Epoch 1772 | loss: 0.031149 | val_loss: 0.0311557 | Time: 10869 ms [2021-05-27 04:46:00 main:574] : INFO : Epoch 1773 | loss: 0.0311456 | val_loss: 0.0311535 | Time: 10552 ms [2021-05-27 04:46:11 main:574] : INFO : Epoch 1774 | loss: 0.031144 | val_loss: 0.0311589 | Time: 11348.6 ms [2021-05-27 04:46:22 main:574] : INFO : Epoch 1775 | loss: 0.0311456 | val_loss: 0.0311565 | Time: 10349.4 ms [2021-05-27 04:46:32 main:574] : INFO : Epoch 1776 | loss: 0.0311497 | val_loss: 0.0311667 | Time: 10360.1 ms [2021-05-27 04:46:43 main:574] : INFO : Epoch 1777 | loss: 0.0317958 | val_loss: 0.0341762 | Time: 10792.5 ms [2021-05-27 04:46:54 main:574] : INFO : Epoch 1778 | loss: 0.0393521 | val_loss: 0.0318066 | Time: 10922 ms [2021-05-27 04:47:05 main:574] : INFO : Epoch 1779 | loss: 0.0334938 | val_loss: 0.0318452 | Time: 10943 ms [2021-05-27 04:47:15 main:574] : INFO : Epoch 1780 | loss: 0.0315006 | val_loss: 0.031293 | Time: 10589.8 ms [2021-05-27 04:47:26 main:574] : INFO : Epoch 1781 | loss: 0.0312737 | val_loss: 0.0312484 | Time: 10393.1 ms [2021-05-27 04:47:37 main:574] : INFO : Epoch 1782 | loss: 0.0312309 | val_loss: 0.0312198 | Time: 10686.3 ms [2021-05-27 04:47:48 main:574] : INFO : Epoch 1783 | loss: 0.0312167 | val_loss: 0.0312114 | Time: 11020.5 ms [2021-05-27 04:47:58 main:574] : INFO : Epoch 1784 | loss: 0.0312042 | val_loss: 0.0311944 | Time: 10686.6 ms [2021-05-27 04:48:09 main:574] : INFO : Epoch 1785 | loss: 0.0311885 | val_loss: 0.0311832 | Time: 10806.8 ms [2021-05-27 04:48:20 main:574] : INFO : Epoch 1786 | loss: 0.0311781 | val_loss: 0.0311756 | Time: 10598.6 ms [2021-05-27 04:48:31 main:574] : INFO : Epoch 1787 | loss: 0.0311691 | val_loss: 0.0311671 | Time: 10616.6 ms [2021-05-27 04:48:41 main:574] : INFO : Epoch 1788 | loss: 0.0311635 | val_loss: 0.0311635 | Time: 10445 ms [2021-05-27 04:48:52 main:574] : INFO : Epoch 1789 | loss: 0.0311623 | val_loss: 0.0311625 | Time: 10512.8 ms [2021-05-27 04:49:03 main:574] : INFO : Epoch 1790 | loss: 0.0311617 | val_loss: 0.0311638 | Time: 11182.1 ms [2021-05-27 04:49:13 main:574] : INFO : Epoch 1791 | loss: 0.0311605 | val_loss: 0.0311634 | Time: 10493.3 ms [2021-05-27 04:49:24 main:574] : INFO : Epoch 1792 | loss: 0.0311597 | val_loss: 0.0311628 | Time: 10623.1 ms [2021-05-27 04:49:34 main:574] : INFO : Epoch 1793 | loss: 0.0311576 | val_loss: 0.0311617 | Time: 9779.79 ms [2021-05-27 04:49:45 main:574] : INFO : Epoch 1794 | loss: 0.0311562 | val_loss: 0.0311623 | Time: 10542.9 ms [2021-05-27 04:49:55 main:574] : INFO : Epoch 1795 | loss: 0.031155 | val_loss: 0.0311613 | Time: 10672.2 ms [2021-05-27 04:50:06 main:574] : INFO : Epoch 1796 | loss: 0.0311523 | val_loss: 0.0311595 | Time: 10506.4 ms [2021-05-27 04:50:16 main:574] : INFO : Epoch 1797 | loss: 0.0311503 | val_loss: 0.0311582 | Time: 10590.5 ms [2021-05-27 04:50:28 main:574] : INFO : Epoch 1798 | loss: 0.0311495 | val_loss: 0.0311582 | Time: 11619.1 ms [2021-05-27 04:50:39 main:574] : INFO : Epoch 1799 | loss: 0.0311495 | val_loss: 0.0311584 | Time: 10697.6 ms [2021-05-27 04:50:50 main:574] : INFO : Epoch 1800 | loss: 0.0311478 | val_loss: 0.0311576 | Time: 10756 ms [2021-05-27 04:51:01 main:574] : INFO : Epoch 1801 | loss: 0.0311469 | val_loss: 0.0311569 | Time: 10817.2 ms [2021-05-27 04:51:11 main:574] : INFO : Epoch 1802 | loss: 0.0311474 | val_loss: 0.0311568 | Time: 10778.9 ms [2021-05-27 04:51:23 main:574] : INFO : Epoch 1803 | loss: 0.0311466 | val_loss: 0.0311589 | Time: 11163.7 ms [2021-05-27 04:51:34 main:574] : INFO : Epoch 1804 | loss: 0.0311459 | val_loss: 0.0311567 | Time: 10966.7 ms [2021-05-27 04:51:44 main:574] : INFO : Epoch 1805 | loss: 0.0311459 | val_loss: 0.0311562 | Time: 10118.4 ms [2021-05-27 04:51:54 main:574] : INFO : Epoch 1806 | loss: 0.0311468 | val_loss: 0.0311566 | Time: 10517.7 ms [2021-05-27 04:52:06 main:574] : INFO : Epoch 1807 | loss: 0.0311477 | val_loss: 0.0311566 | Time: 10984.4 ms [2021-05-27 04:52:17 main:574] : INFO : Epoch 1808 | loss: 0.0311458 | val_loss: 0.0311562 | Time: 10908.2 ms [2021-05-27 04:52:27 main:574] : INFO : Epoch 1809 | loss: 0.0311467 | val_loss: 0.0311549 | Time: 10645.5 ms [2021-05-27 04:52:38 main:574] : INFO : Epoch 1810 | loss: 0.0311449 | val_loss: 0.0311537 | Time: 10452.6 ms [2021-05-27 04:52:49 main:574] : INFO : Epoch 1811 | loss: 0.0311444 | val_loss: 0.0311537 | Time: 10878.5 ms [2021-05-27 04:52:59 main:574] : INFO : Epoch 1812 | loss: 0.0311434 | val_loss: 0.0311524 | Time: 10263.6 ms [2021-05-27 04:53:09 main:574] : INFO : Epoch 1813 | loss: 0.0311432 | val_loss: 0.031155 | Time: 10147.7 ms [2021-05-27 04:53:20 main:574] : INFO : Epoch 1814 | loss: 0.0311434 | val_loss: 0.0311529 | Time: 11227.9 ms [2021-05-27 04:53:31 main:574] : INFO : Epoch 1815 | loss: 0.0311423 | val_loss: 0.0311515 | Time: 10304 ms [2021-05-27 04:53:41 main:574] : INFO : Epoch 1816 | loss: 0.0311436 | val_loss: 0.0311499 | Time: 10257.4 ms [2021-05-27 04:53:52 main:574] : INFO : Epoch 1817 | loss: 0.0311426 | val_loss: 0.0311525 | Time: 11146 ms [2021-05-27 04:54:03 main:574] : INFO : Epoch 1818 | loss: 0.0311433 | val_loss: 0.0311519 | Time: 10334.1 ms [2021-05-27 04:54:14 main:574] : INFO : Epoch 1819 | loss: 0.0311437 | val_loss: 0.0311525 | Time: 10869.2 ms [2021-05-27 04:54:25 main:574] : INFO : Epoch 1820 | loss: 0.0311434 | val_loss: 0.0311518 | Time: 10920.3 ms [2021-05-27 04:54:35 main:574] : INFO : Epoch 1821 | loss: 0.0311423 | val_loss: 0.0311521 | Time: 10636.9 ms [2021-05-27 04:54:46 main:574] : INFO : Epoch 1822 | loss: 0.031142 | val_loss: 0.0311522 | Time: 10775.8 ms [2021-05-27 04:54:57 main:574] : INFO : Epoch 1823 | loss: 0.0311416 | val_loss: 0.0311493 | Time: 10664.9 ms [2021-05-27 04:55:08 main:574] : INFO : Epoch 1824 | loss: 0.03114 | val_loss: 0.0311517 | Time: 11082.1 ms [2021-05-27 04:55:19 main:574] : INFO : Epoch 1825 | loss: 0.0311402 | val_loss: 0.0311505 | Time: 10823.4 ms [2021-05-27 04:55:30 main:574] : INFO : Epoch 1826 | loss: 0.0311425 | val_loss: 0.031159 | Time: 10646.9 ms [2021-05-27 04:55:40 main:574] : INFO : Epoch 1827 | loss: 0.0311444 | val_loss: 0.0311539 | Time: 10302.3 ms [2021-05-27 04:55:50 main:574] : INFO : Epoch 1828 | loss: 0.0311441 | val_loss: 0.0311515 | Time: 10489.1 ms [2021-05-27 04:56:01 main:574] : INFO : Epoch 1829 | loss: 0.0311425 | val_loss: 0.0311517 | Time: 10656.7 ms [2021-05-27 04:56:11 main:574] : INFO : Epoch 1830 | loss: 0.031141 | val_loss: 0.0311511 | Time: 9882.04 ms [2021-05-27 04:56:22 main:574] : INFO : Epoch 1831 | loss: 0.0311403 | val_loss: 0.0311513 | Time: 10619.9 ms [2021-05-27 04:56:33 main:574] : INFO : Epoch 1832 | loss: 0.0311408 | val_loss: 0.031152 | Time: 10988.3 ms [2021-05-27 04:56:43 main:574] : INFO : Epoch 1833 | loss: 0.0311404 | val_loss: 0.0311494 | Time: 10116.3 ms [2021-05-27 04:56:54 main:574] : INFO : Epoch 1834 | loss: 0.0311405 | val_loss: 0.0311521 | Time: 10588.1 ms [2021-05-27 04:57:04 main:574] : INFO : Epoch 1835 | loss: 0.03114 | val_loss: 0.0311509 | Time: 10559.1 ms [2021-05-27 04:57:15 main:574] : INFO : Epoch 1836 | loss: 0.0311393 | val_loss: 0.0311505 | Time: 11121.8 ms [2021-05-27 04:57:26 main:574] : INFO : Epoch 1837 | loss: 0.0311409 | val_loss: 0.0311519 | Time: 10756.8 ms [2021-05-27 04:57:37 main:574] : INFO : Epoch 1838 | loss: 0.0311401 | val_loss: 0.0311499 | Time: 10584.7 ms [2021-05-27 04:57:48 main:574] : INFO : Epoch 1839 | loss: 0.0311406 | val_loss: 0.0311517 | Time: 11412.9 ms [2021-05-27 04:57:59 main:574] : INFO : Epoch 1840 | loss: 0.0311422 | val_loss: 0.0311516 | Time: 10438.3 ms [2021-05-27 04:58:09 main:574] : INFO : Epoch 1841 | loss: 0.0311419 | val_loss: 0.0311507 | Time: 10512.5 ms [2021-05-27 04:58:20 main:574] : INFO : Epoch 1842 | loss: 0.0311402 | val_loss: 0.0311499 | Time: 10165.4 ms [2021-05-27 04:58:31 main:574] : INFO : Epoch 1843 | loss: 0.0311402 | val_loss: 0.0311517 | Time: 10865.1 ms [2021-05-27 04:58:41 main:574] : INFO : Epoch 1844 | loss: 0.0311413 | val_loss: 0.0311535 | Time: 10530.9 ms [2021-05-27 04:58:52 main:574] : INFO : Epoch 1845 | loss: 0.0311398 | val_loss: 0.0311529 | Time: 10464.3 ms [2021-05-27 04:59:03 main:574] : INFO : Epoch 1846 | loss: 0.0311398 | val_loss: 0.0311546 | Time: 10964.4 ms [2021-05-27 04:59:13 main:574] : INFO : Epoch 1847 | loss: 0.0311416 | val_loss: 0.0311511 | Time: 10571.6 ms [2021-05-27 04:59:23 main:574] : INFO : Epoch 1848 | loss: 0.0311396 | val_loss: 0.0311539 | Time: 10042.6 ms [2021-05-27 04:59:34 main:574] : INFO : Epoch 1849 | loss: 0.0311398 | val_loss: 0.0311518 | Time: 10539 ms [2021-05-27 04:59:44 main:574] : INFO : Epoch 1850 | loss: 0.0311399 | val_loss: 0.0311507 | Time: 9915.7 ms [2021-05-27 04:59:54 main:574] : INFO : Epoch 1851 | loss: 0.0311388 | val_loss: 0.0311518 | Time: 10404.6 ms [2021-05-27 05:00:05 main:574] : INFO : Epoch 1852 | loss: 0.031138 | val_loss: 0.031156 | Time: 10424.4 ms [2021-05-27 05:00:16 main:574] : INFO : Epoch 1853 | loss: 0.0311391 | val_loss: 0.0311515 | Time: 11161.6 ms [2021-05-27 05:00:27 main:574] : INFO : Epoch 1854 | loss: 0.0311398 | val_loss: 0.0311518 | Time: 11031.8 ms [2021-05-27 05:00:38 main:574] : INFO : Epoch 1855 | loss: 0.0311433 | val_loss: 0.0311535 | Time: 10762.3 ms [2021-05-27 05:00:49 main:574] : INFO : Epoch 1856 | loss: 0.0311434 | val_loss: 0.0311546 | Time: 10715.4 ms [2021-05-27 05:00:59 main:574] : INFO : Epoch 1857 | loss: 0.0311425 | val_loss: 0.0311518 | Time: 10543.8 ms [2021-05-27 05:01:10 main:574] : INFO : Epoch 1858 | loss: 0.031142 | val_loss: 0.0311525 | Time: 11007.8 ms [2021-05-27 05:01:21 main:574] : INFO : Epoch 1859 | loss: 0.0311406 | val_loss: 0.0311515 | Time: 10736.8 ms [2021-05-27 05:01:32 main:574] : INFO : Epoch 1860 | loss: 0.0311405 | val_loss: 0.031151 | Time: 10177.8 ms [2021-05-27 05:01:41 main:574] : INFO : Epoch 1861 | loss: 0.0311387 | val_loss: 0.03115 | Time: 9887.71 ms [2021-05-27 05:01:52 main:574] : INFO : Epoch 1862 | loss: 0.0311373 | val_loss: 0.0311514 | Time: 10325.1 ms [2021-05-27 05:02:02 main:574] : INFO : Epoch 1863 | loss: 0.0311377 | val_loss: 0.0311499 | Time: 10169.2 ms [2021-05-27 05:02:13 main:574] : INFO : Epoch 1864 | loss: 0.0311365 | val_loss: 0.0311519 | Time: 10566.1 ms [2021-05-27 05:02:23 main:574] : INFO : Epoch 1865 | loss: 0.031137 | val_loss: 0.0311519 | Time: 9890.35 ms [2021-05-27 05:02:33 main:574] : INFO : Epoch 1866 | loss: 0.0311406 | val_loss: 0.0311526 | Time: 10704.7 ms [2021-05-27 05:02:45 main:574] : INFO : Epoch 1867 | loss: 0.0311403 | val_loss: 0.0311564 | Time: 11345.7 ms [2021-05-27 05:02:56 main:574] : INFO : Epoch 1868 | loss: 0.0311408 | val_loss: 0.0311537 | Time: 10892.1 ms [2021-05-27 05:03:06 main:574] : INFO : Epoch 1869 | loss: 0.0311391 | val_loss: 0.0311515 | Time: 9779.08 ms [2021-05-27 05:03:16 main:574] : INFO : Epoch 1870 | loss: 0.031137 | val_loss: 0.0311521 | Time: 10001.2 ms [2021-05-27 05:03:27 main:574] : INFO : Epoch 1871 | loss: 0.0311369 | val_loss: 0.0311545 | Time: 10687.9 ms [2021-05-27 05:03:36 main:574] : INFO : Epoch 1872 | loss: 0.031138 | val_loss: 0.0311586 | Time: 9838.23 ms [2021-05-27 05:03:48 main:574] : INFO : Epoch 1873 | loss: 0.0311389 | val_loss: 0.0311566 | Time: 11183.1 ms [2021-05-27 05:03:58 main:574] : INFO : Epoch 1874 | loss: 0.0311373 | val_loss: 0.0311531 | Time: 10311.3 ms [2021-05-27 05:04:10 main:574] : INFO : Epoch 1875 | loss: 0.0311375 | val_loss: 0.0311516 | Time: 11474.8 ms [2021-05-27 05:04:21 main:574] : INFO : Epoch 1876 | loss: 0.0311368 | val_loss: 0.0311536 | Time: 11225.6 ms [2021-05-27 05:04:31 main:574] : INFO : Epoch 1877 | loss: 0.0311368 | val_loss: 0.0311558 | Time: 10260.5 ms [2021-05-27 05:04:42 main:574] : INFO : Epoch 1878 | loss: 0.0311349 | val_loss: 0.0311534 | Time: 10621.3 ms [2021-05-27 05:04:52 main:574] : INFO : Epoch 1879 | loss: 0.0311335 | val_loss: 0.0311571 | Time: 10491.3 ms [2021-05-27 05:05:03 main:574] : INFO : Epoch 1880 | loss: 0.031134 | val_loss: 0.0311515 | Time: 10457.7 ms [2021-05-27 05:05:14 main:574] : INFO : Epoch 1881 | loss: 0.0311337 | val_loss: 0.0311535 | Time: 10681 ms [2021-05-27 05:05:25 main:574] : INFO : Epoch 1882 | loss: 0.0311337 | val_loss: 0.0311516 | Time: 11121 ms [2021-05-27 05:05:35 main:574] : INFO : Epoch 1883 | loss: 0.0311339 | val_loss: 0.0311608 | Time: 10174 ms [2021-05-27 05:05:45 main:574] : INFO : Epoch 1884 | loss: 0.0311402 | val_loss: 0.0311554 | Time: 10301.3 ms [2021-05-27 05:05:56 main:574] : INFO : Epoch 1885 | loss: 0.0311399 | val_loss: 0.0311556 | Time: 10328 ms [2021-05-27 05:06:06 main:574] : INFO : Epoch 1886 | loss: 0.0311391 | val_loss: 0.031156 | Time: 10595.7 ms [2021-05-27 05:06:17 main:574] : INFO : Epoch 1887 | loss: 0.0311388 | val_loss: 0.0311546 | Time: 10460.5 ms [2021-05-27 05:06:28 main:574] : INFO : Epoch 1888 | loss: 0.0311365 | val_loss: 0.0311571 | Time: 11018.7 ms [2021-05-27 05:06:39 main:574] : INFO : Epoch 1889 | loss: 0.0311348 | val_loss: 0.0311539 | Time: 10569.4 ms [2021-05-27 05:06:49 main:574] : INFO : Epoch 1890 | loss: 0.0311357 | val_loss: 0.0311538 | Time: 10518.6 ms [2021-05-27 05:06:59 main:574] : INFO : Epoch 1891 | loss: 0.0311365 | val_loss: 0.0311554 | Time: 10117.7 ms [2021-05-27 05:07:10 main:574] : INFO : Epoch 1892 | loss: 0.0311357 | val_loss: 0.031154 | Time: 10743.8 ms [2021-05-27 05:07:21 main:574] : INFO : Epoch 1893 | loss: 0.0311346 | val_loss: 0.0311604 | Time: 10414.1 ms [2021-05-27 05:07:31 main:574] : INFO : Epoch 1894 | loss: 0.031136 | val_loss: 0.0311534 | Time: 10650.8 ms [2021-05-27 05:07:42 main:574] : INFO : Epoch 1895 | loss: 0.0311354 | val_loss: 0.03116 | Time: 10753.5 ms [2021-05-27 05:07:53 main:574] : INFO : Epoch 1896 | loss: 0.031136 | val_loss: 0.0311529 | Time: 10456.4 ms [2021-05-27 05:08:03 main:574] : INFO : Epoch 1897 | loss: 0.0311359 | val_loss: 0.0311537 | Time: 10612.5 ms [2021-05-27 05:08:14 main:574] : INFO : Epoch 1898 | loss: 0.0311359 | val_loss: 0.0311543 | Time: 11017.4 ms [2021-05-27 05:08:25 main:574] : INFO : Epoch 1899 | loss: 0.0311334 | val_loss: 0.0311531 | Time: 10790.9 ms [2021-05-27 05:08:36 main:574] : INFO : Epoch 1900 | loss: 0.0311383 | val_loss: 0.0311522 | Time: 10773.8 ms [2021-05-27 05:08:46 main:574] : INFO : Epoch 1901 | loss: 0.0311366 | val_loss: 0.0311539 | Time: 10182 ms [2021-05-27 05:08:57 main:574] : INFO : Epoch 1902 | loss: 0.0311373 | val_loss: 0.0311612 | Time: 10361.7 ms [2021-05-27 05:09:07 main:574] : INFO : Epoch 1903 | loss: 0.031139 | val_loss: 0.031165 | Time: 10250.7 ms [2021-05-27 05:09:19 main:574] : INFO : Epoch 1904 | loss: 0.0311408 | val_loss: 0.0311597 | Time: 11397.9 ms [2021-05-27 05:09:30 main:574] : INFO : Epoch 1905 | loss: 0.0311392 | val_loss: 0.0311625 | Time: 11434.4 ms [2021-05-27 05:09:41 main:574] : INFO : Epoch 1906 | loss: 0.0311398 | val_loss: 0.0311584 | Time: 10575.4 ms [2021-05-27 05:09:52 main:574] : INFO : Epoch 1907 | loss: 0.0311393 | val_loss: 0.0311595 | Time: 11210.5 ms [2021-05-27 05:10:02 main:574] : INFO : Epoch 1908 | loss: 0.031139 | val_loss: 0.0311579 | Time: 10265.5 ms [2021-05-27 05:10:13 main:574] : INFO : Epoch 1909 | loss: 0.0311377 | val_loss: 0.0311563 | Time: 10802 ms [2021-05-27 05:10:24 main:574] : INFO : Epoch 1910 | loss: 0.0311377 | val_loss: 0.0311543 | Time: 10476.6 ms [2021-05-27 05:10:34 main:574] : INFO : Epoch 1911 | loss: 0.0311378 | val_loss: 0.0311518 | Time: 10608.4 ms [2021-05-27 05:10:46 main:574] : INFO : Epoch 1912 | loss: 0.0311374 | val_loss: 0.0311553 | Time: 11266.6 ms [2021-05-27 05:10:56 main:574] : INFO : Epoch 1913 | loss: 0.0311372 | val_loss: 0.0311543 | Time: 10265.6 ms [2021-05-27 05:11:06 main:574] : INFO : Epoch 1914 | loss: 0.0311348 | val_loss: 0.0311556 | Time: 10548.2 ms [2021-05-27 05:11:18 main:574] : INFO : Epoch 1915 | loss: 0.0311343 | val_loss: 0.0311542 | Time: 11161.5 ms [2021-05-27 05:11:28 main:574] : INFO : Epoch 1916 | loss: 0.0311352 | val_loss: 0.031157 | Time: 10282.5 ms [2021-05-27 05:11:38 main:574] : INFO : Epoch 1917 | loss: 0.0311357 | val_loss: 0.0311531 | Time: 10388.9 ms [2021-05-27 05:11:49 main:574] : INFO : Epoch 1918 | loss: 0.0311345 | val_loss: 0.0311531 | Time: 10594.4 ms [2021-05-27 05:12:00 main:574] : INFO : Epoch 1919 | loss: 0.0311366 | val_loss: 0.0311575 | Time: 10644.9 ms [2021-05-27 05:12:10 main:574] : INFO : Epoch 1920 | loss: 0.0311405 | val_loss: 0.0311543 | Time: 10377.6 ms [2021-05-27 05:12:22 main:574] : INFO : Epoch 1921 | loss: 0.0311371 | val_loss: 0.0311604 | Time: 11210.9 ms [2021-05-27 05:12:32 main:574] : INFO : Epoch 1922 | loss: 0.0311355 | val_loss: 0.0311542 | Time: 10087.4 ms [2021-05-27 05:12:42 main:574] : INFO : Epoch 1923 | loss: 0.0311369 | val_loss: 0.0311556 | Time: 10692.3 ms [2021-05-27 05:12:52 main:574] : INFO : Epoch 1924 | loss: 0.0311369 | val_loss: 0.0311549 | Time: 10006.5 ms [2021-05-27 05:13:03 main:574] : INFO : Epoch 1925 | loss: 0.0311366 | val_loss: 0.0311566 | Time: 10279.7 ms [2021-05-27 05:13:14 main:574] : INFO : Epoch 1926 | loss: 0.0311351 | val_loss: 0.0311555 | Time: 10933.6 ms [2021-05-27 05:13:24 main:574] : INFO : Epoch 1927 | loss: 0.0311363 | val_loss: 0.0311619 | Time: 10555.8 ms [2021-05-27 05:13:35 main:574] : INFO : Epoch 1928 | loss: 0.0311354 | val_loss: 0.0311586 | Time: 10065.2 ms [2021-05-27 05:13:45 main:574] : INFO : Epoch 1929 | loss: 0.0311355 | val_loss: 0.0311595 | Time: 10537.9 ms [2021-05-27 05:13:56 main:574] : INFO : Epoch 1930 | loss: 0.0311351 | val_loss: 0.0311539 | Time: 10697.7 ms [2021-05-27 05:14:07 main:574] : INFO : Epoch 1931 | loss: 0.0311323 | val_loss: 0.0311561 | Time: 10877.8 ms [2021-05-27 05:14:18 main:574] : INFO : Epoch 1932 | loss: 0.0311335 | val_loss: 0.0311616 | Time: 10942.3 ms [2021-05-27 05:14:29 main:574] : INFO : Epoch 1933 | loss: 0.0311425 | val_loss: 0.0311597 | Time: 10953.6 ms [2021-05-27 05:14:40 main:574] : INFO : Epoch 1934 | loss: 0.031143 | val_loss: 0.0311575 | Time: 10709.6 ms [2021-05-27 05:14:50 main:574] : INFO : Epoch 1935 | loss: 0.0311461 | val_loss: 0.0311569 | Time: 10468.6 ms [2021-05-27 05:15:01 main:574] : INFO : Epoch 1936 | loss: 0.0311422 | val_loss: 0.0311566 | Time: 11055.2 ms [2021-05-27 05:15:12 main:574] : INFO : Epoch 1937 | loss: 0.0311414 | val_loss: 0.0311551 | Time: 11042.8 ms [2021-05-27 05:15:23 main:574] : INFO : Epoch 1938 | loss: 0.0311395 | val_loss: 0.0311593 | Time: 10788.3 ms [2021-05-27 05:15:34 main:574] : INFO : Epoch 1939 | loss: 0.031139 | val_loss: 0.0311547 | Time: 10569.6 ms [2021-05-27 05:15:45 main:574] : INFO : Epoch 1940 | loss: 0.0311383 | val_loss: 0.0311529 | Time: 11206.9 ms [2021-05-27 05:15:56 main:574] : INFO : Epoch 1941 | loss: 0.0311404 | val_loss: 0.0311635 | Time: 10672.1 ms [2021-05-27 05:16:06 main:574] : INFO : Epoch 1942 | loss: 0.0311473 | val_loss: 0.0311537 | Time: 10523.4 ms [2021-05-27 05:16:17 main:574] : INFO : Epoch 1943 | loss: 0.0311452 | val_loss: 0.031155 | Time: 10803 ms [2021-05-27 05:16:28 main:574] : INFO : Epoch 1944 | loss: 0.0311419 | val_loss: 0.0311548 | Time: 11007 ms [2021-05-27 05:16:38 main:574] : INFO : Epoch 1945 | loss: 0.031142 | val_loss: 0.0311579 | Time: 9603.37 ms [2021-05-27 05:16:49 main:574] : INFO : Epoch 1946 | loss: 0.0311412 | val_loss: 0.0311554 | Time: 11241.7 ms [2021-05-27 05:17:00 main:574] : INFO : Epoch 1947 | loss: 0.0311399 | val_loss: 0.0311567 | Time: 10803.5 ms [2021-05-27 05:17:11 main:574] : INFO : Epoch 1948 | loss: 0.0311398 | val_loss: 0.0311565 | Time: 11271.2 ms [2021-05-27 05:17:22 main:574] : INFO : Epoch 1949 | loss: 0.031139 | val_loss: 0.0311539 | Time: 10357.1 ms [2021-05-27 05:17:33 main:574] : INFO : Epoch 1950 | loss: 0.0311385 | val_loss: 0.0311526 | Time: 10892 ms [2021-05-27 05:17:43 main:574] : INFO : Epoch 1951 | loss: 0.031139 | val_loss: 0.031157 | Time: 10654.9 ms [2021-05-27 05:17:54 main:574] : INFO : Epoch 1952 | loss: 0.0311434 | val_loss: 0.0311638 | Time: 10213.9 ms [2021-05-27 05:18:04 main:574] : INFO : Epoch 1953 | loss: 0.0311443 | val_loss: 0.0311556 | Time: 10665 ms [2021-05-27 05:18:15 main:574] : INFO : Epoch 1954 | loss: 0.0311387 | val_loss: 0.0311525 | Time: 10427.1 ms [2021-05-27 05:18:26 main:574] : INFO : Epoch 1955 | loss: 0.031139 | val_loss: 0.0311548 | Time: 10778.7 ms [2021-05-27 05:18:36 main:574] : INFO : Epoch 1956 | loss: 0.0311407 | val_loss: 0.0311524 | Time: 10348.1 ms [2021-05-27 05:18:47 main:574] : INFO : Epoch 1957 | loss: 0.0311388 | val_loss: 0.0311578 | Time: 10682.9 ms [2021-05-27 05:18:57 main:574] : INFO : Epoch 1958 | loss: 0.0311392 | val_loss: 0.0311542 | Time: 10636.7 ms [2021-05-27 05:19:08 main:574] : INFO : Epoch 1959 | loss: 0.0311386 | val_loss: 0.0311561 | Time: 10824.4 ms [2021-05-27 05:19:19 main:574] : INFO : Epoch 1960 | loss: 0.0311367 | val_loss: 0.0311537 | Time: 10435 ms [2021-05-27 05:19:30 main:574] : INFO : Epoch 1961 | loss: 0.0311343 | val_loss: 0.0311543 | Time: 10815.6 ms [2021-05-27 05:19:40 main:574] : INFO : Epoch 1962 | loss: 0.0311344 | val_loss: 0.0311547 | Time: 10694.1 ms [2021-05-27 05:19:51 main:574] : INFO : Epoch 1963 | loss: 0.0311336 | val_loss: 0.0311563 | Time: 10398.4 ms [2021-05-27 05:20:02 main:574] : INFO : Epoch 1964 | loss: 0.031135 | val_loss: 0.0311587 | Time: 10989.9 ms [2021-05-27 05:20:12 main:574] : INFO : Epoch 1965 | loss: 0.0311332 | val_loss: 0.0311606 | Time: 10117.1 ms [2021-05-27 05:20:21 main:574] : INFO : Epoch 1966 | loss: 0.0311327 | val_loss: 0.0311585 | Time: 9173.87 ms [2021-05-27 05:20:32 main:574] : INFO : Epoch 1967 | loss: 0.0311358 | val_loss: 0.0311629 | Time: 10667.2 ms [2021-05-27 05:20:43 main:574] : INFO : Epoch 1968 | loss: 0.0311386 | val_loss: 0.0311597 | Time: 10854 ms [2021-05-27 05:20:53 main:574] : INFO : Epoch 1969 | loss: 0.0311368 | val_loss: 0.0311522 | Time: 10395.1 ms [2021-05-27 05:21:04 main:574] : INFO : Epoch 1970 | loss: 0.0311364 | val_loss: 0.0311561 | Time: 10595.3 ms [2021-05-27 05:21:15 main:574] : INFO : Epoch 1971 | loss: 0.0311346 | val_loss: 0.0311539 | Time: 10853.6 ms [2021-05-27 05:21:25 main:574] : INFO : Epoch 1972 | loss: 0.0311336 | val_loss: 0.0311571 | Time: 10603.8 ms [2021-05-27 05:21:36 main:574] : INFO : Epoch 1973 | loss: 0.0311329 | val_loss: 0.0311596 | Time: 10714.3 ms [2021-05-27 05:21:47 main:574] : INFO : Epoch 1974 | loss: 0.0311346 | val_loss: 0.031154 | Time: 10584.6 ms [2021-05-27 05:21:57 main:574] : INFO : Epoch 1975 | loss: 0.0311353 | val_loss: 0.0311561 | Time: 10086.5 ms [2021-05-27 05:22:07 main:574] : INFO : Epoch 1976 | loss: 0.0311369 | val_loss: 0.0311575 | Time: 10344.4 ms [2021-05-27 05:22:18 main:574] : INFO : Epoch 1977 | loss: 0.0311371 | val_loss: 0.0311626 | Time: 10484.8 ms [2021-05-27 05:22:29 main:574] : INFO : Epoch 1978 | loss: 0.0311382 | val_loss: 0.0311636 | Time: 10963.4 ms [2021-05-27 05:22:40 main:574] : INFO : Epoch 1979 | loss: 0.0311375 | val_loss: 0.0311561 | Time: 10556.5 ms [2021-05-27 05:22:50 main:574] : INFO : Epoch 1980 | loss: 0.031136 | val_loss: 0.0311557 | Time: 10522.3 ms [2021-05-27 05:23:01 main:574] : INFO : Epoch 1981 | loss: 0.0311377 | val_loss: 0.0311548 | Time: 11121.8 ms [2021-05-27 05:23:12 main:574] : INFO : Epoch 1982 | loss: 0.0311373 | val_loss: 0.0311559 | Time: 10945.1 ms [2021-05-27 05:23:23 main:574] : INFO : Epoch 1983 | loss: 0.0311371 | val_loss: 0.0311558 | Time: 10895 ms [2021-05-27 05:23:34 main:574] : INFO : Epoch 1984 | loss: 0.0311355 | val_loss: 0.0311579 | Time: 10581.7 ms [2021-05-27 05:23:44 main:574] : INFO : Epoch 1985 | loss: 0.0311365 | val_loss: 0.0311577 | Time: 10511 ms [2021-05-27 05:23:55 main:574] : INFO : Epoch 1986 | loss: 0.0311364 | val_loss: 0.0311576 | Time: 10422.2 ms [2021-05-27 05:24:05 main:574] : INFO : Epoch 1987 | loss: 0.0311353 | val_loss: 0.0311569 | Time: 10512.7 ms [2021-05-27 05:24:16 main:574] : INFO : Epoch 1988 | loss: 0.0311352 | val_loss: 0.0311541 | Time: 10453.5 ms [2021-05-27 05:24:26 main:574] : INFO : Epoch 1989 | loss: 0.0311332 | val_loss: 0.0311571 | Time: 10506 ms [2021-05-27 05:24:37 main:574] : INFO : Epoch 1990 | loss: 0.0311337 | val_loss: 0.031157 | Time: 10680.7 ms [2021-05-27 05:24:48 main:574] : INFO : Epoch 1991 | loss: 0.0311337 | val_loss: 0.0311585 | Time: 10783.5 ms [2021-05-27 05:24:58 main:574] : INFO : Epoch 1992 | loss: 0.0311355 | val_loss: 0.0311596 | Time: 10085.1 ms [2021-05-27 05:25:08 main:574] : INFO : Epoch 1993 | loss: 0.031136 | val_loss: 0.0311605 | Time: 10095.8 ms [2021-05-27 05:25:18 main:574] : INFO : Epoch 1994 | loss: 0.0311361 | val_loss: 0.0311594 | Time: 10093.5 ms [2021-05-27 05:25:30 main:574] : INFO : Epoch 1995 | loss: 0.031135 | val_loss: 0.0311572 | Time: 11064.1 ms [2021-05-27 05:25:41 main:574] : INFO : Epoch 1996 | loss: 0.0311328 | val_loss: 0.0311574 | Time: 11100.2 ms [2021-05-27 05:25:51 main:574] : INFO : Epoch 1997 | loss: 0.0311329 | val_loss: 0.0311558 | Time: 9897.96 ms [2021-05-27 05:26:01 main:574] : INFO : Epoch 1998 | loss: 0.0311347 | val_loss: 0.0311536 | Time: 10536.6 ms [2021-05-27 05:26:12 main:574] : INFO : Epoch 1999 | loss: 0.0311339 | val_loss: 0.0311525 | Time: 10657.2 ms [2021-05-27 05:26:22 main:574] : INFO : Epoch 2000 | loss: 0.0311351 | val_loss: 0.0311509 | Time: 10317.1 ms [2021-05-27 05:26:33 main:574] : INFO : Epoch 2001 | loss: 0.0311316 | val_loss: 0.0311541 | Time: 11054.9 ms [2021-05-27 05:26:44 main:574] : INFO : Epoch 2002 | loss: 0.0311326 | val_loss: 0.0311553 | Time: 10761.5 ms [2021-05-27 05:26:55 main:574] : INFO : Epoch 2003 | loss: 0.0311324 | val_loss: 0.0311523 | Time: 10977.7 ms [2021-05-27 05:27:05 main:574] : INFO : Epoch 2004 | loss: 0.0311318 | val_loss: 0.0311505 | Time: 10263.2 ms [2021-05-27 05:27:16 main:574] : INFO : Epoch 2005 | loss: 0.0311332 | val_loss: 0.0311507 | Time: 10583.1 ms [2021-05-27 05:27:27 main:574] : INFO : Epoch 2006 | loss: 0.0311329 | val_loss: 0.0311566 | Time: 10475.8 ms [2021-05-27 05:27:37 main:574] : INFO : Epoch 2007 | loss: 0.0311318 | val_loss: 0.0311492 | Time: 10361.6 ms [2021-05-27 05:27:48 main:574] : INFO : Epoch 2008 | loss: 0.0311309 | val_loss: 0.0311577 | Time: 10572.2 ms [2021-05-27 05:27:58 main:574] : INFO : Epoch 2009 | loss: 0.0311365 | val_loss: 0.031155 | Time: 10310.9 ms [2021-05-27 05:28:09 main:574] : INFO : Epoch 2010 | loss: 0.0311353 | val_loss: 0.0311594 | Time: 11170.1 ms [2021-05-27 05:28:20 main:574] : INFO : Epoch 2011 | loss: 0.0311354 | val_loss: 0.0311563 | Time: 10557 ms [2021-05-27 05:28:30 main:574] : INFO : Epoch 2012 | loss: 0.0311395 | val_loss: 0.0311577 | Time: 10336.1 ms [2021-05-27 05:28:41 main:574] : INFO : Epoch 2013 | loss: 0.0311373 | val_loss: 0.031157 | Time: 10688.6 ms [2021-05-27 05:28:52 main:574] : INFO : Epoch 2014 | loss: 0.0311355 | val_loss: 0.0311553 | Time: 10868.9 ms [2021-05-27 05:29:02 main:574] : INFO : Epoch 2015 | loss: 0.0311347 | val_loss: 0.0311568 | Time: 10638.2 ms [2021-05-27 05:29:13 main:574] : INFO : Epoch 2016 | loss: 0.0311347 | val_loss: 0.0311536 | Time: 10959.3 ms [2021-05-27 05:29:25 main:574] : INFO : Epoch 2017 | loss: 0.0311329 | val_loss: 0.03115 | Time: 11167 ms [2021-05-27 05:29:34 main:574] : INFO : Epoch 2018 | loss: 0.031132 | val_loss: 0.0311541 | Time: 9717.43 ms [2021-05-27 05:29:45 main:574] : INFO : Epoch 2019 | loss: 0.0311328 | val_loss: 0.0311539 | Time: 10769.1 ms [2021-05-27 05:29:56 main:574] : INFO : Epoch 2020 | loss: 0.0311314 | val_loss: 0.0311564 | Time: 10670.3 ms [2021-05-27 05:30:06 main:574] : INFO : Epoch 2021 | loss: 0.0311336 | val_loss: 0.0311552 | Time: 10173.3 ms [2021-05-27 05:30:17 main:574] : INFO : Epoch 2022 | loss: 0.0311309 | val_loss: 0.0311526 | Time: 10501 ms [2021-05-27 05:30:27 main:574] : INFO : Epoch 2023 | loss: 0.031133 | val_loss: 0.0311636 | Time: 10191.4 ms [2021-05-27 05:30:38 main:574] : INFO : Epoch 2024 | loss: 0.0311316 | val_loss: 0.0311593 | Time: 10806 ms [2021-05-27 05:30:49 main:574] : INFO : Epoch 2025 | loss: 0.0311358 | val_loss: 0.0311678 | Time: 10715.6 ms [2021-05-27 05:30:59 main:574] : INFO : Epoch 2026 | loss: 0.0311353 | val_loss: 0.0311571 | Time: 10722.6 ms [2021-05-27 05:31:10 main:574] : INFO : Epoch 2027 | loss: 0.0311421 | val_loss: 0.0311578 | Time: 10449.4 ms [2021-05-27 05:31:20 main:574] : INFO : Epoch 2028 | loss: 0.0311402 | val_loss: 0.0311579 | Time: 10446.3 ms [2021-05-27 05:31:31 main:574] : INFO : Epoch 2029 | loss: 0.0311357 | val_loss: 0.03116 | Time: 10491.4 ms [2021-05-27 05:31:42 main:574] : INFO : Epoch 2030 | loss: 0.0311357 | val_loss: 0.0311565 | Time: 10720.7 ms [2021-05-27 05:31:53 main:574] : INFO : Epoch 2031 | loss: 0.0311336 | val_loss: 0.0311575 | Time: 11122 ms [2021-05-27 05:32:03 main:574] : INFO : Epoch 2032 | loss: 0.0311338 | val_loss: 0.0311613 | Time: 10423.4 ms [2021-05-27 05:32:14 main:574] : INFO : Epoch 2033 | loss: 0.031134 | val_loss: 0.0311577 | Time: 10590.7 ms [2021-05-27 05:32:25 main:574] : INFO : Epoch 2034 | loss: 0.0311322 | val_loss: 0.0311573 | Time: 10860.1 ms [2021-05-27 05:32:36 main:574] : INFO : Epoch 2035 | loss: 0.0311322 | val_loss: 0.0311558 | Time: 10550.6 ms [2021-05-27 05:32:46 main:574] : INFO : Epoch 2036 | loss: 0.0311327 | val_loss: 0.0311613 | Time: 10793 ms [2021-05-27 05:32:57 main:574] : INFO : Epoch 2037 | loss: 0.0311324 | val_loss: 0.0311586 | Time: 10888.9 ms [2021-05-27 05:33:08 main:574] : INFO : Epoch 2038 | loss: 0.0311316 | val_loss: 0.031159 | Time: 10601.9 ms [2021-05-27 05:33:19 main:574] : INFO : Epoch 2039 | loss: 0.0311364 | val_loss: 0.031158 | Time: 10835.8 ms [2021-05-27 05:33:29 main:574] : INFO : Epoch 2040 | loss: 0.0311341 | val_loss: 0.0311569 | Time: 9938.11 ms [2021-05-27 05:33:38 main:574] : INFO : Epoch 2041 | loss: 0.0311316 | val_loss: 0.0311588 | Time: 9317.1 ms [2021-05-27 05:33:49 main:574] : INFO : Epoch 2042 | loss: 0.0311313 | val_loss: 0.0311551 | Time: 10988.8 ms [2021-05-27 05:34:00 main:574] : INFO : Epoch 2043 | loss: 0.0311325 | val_loss: 0.0311538 | Time: 10591.2 ms [2021-05-27 05:34:10 main:574] : INFO : Epoch 2044 | loss: 0.0311326 | val_loss: 0.0311549 | Time: 10072.8 ms [2021-05-27 05:34:21 main:574] : INFO : Epoch 2045 | loss: 0.0311319 | val_loss: 0.0311558 | Time: 10520.8 ms [2021-05-27 05:34:31 main:574] : INFO : Epoch 2046 | loss: 0.0311296 | val_loss: 0.0311594 | Time: 10269.5 ms [2021-05-27 05:34:42 main:574] : INFO : Epoch 2047 | loss: 0.0311332 | val_loss: 0.0311536 | Time: 11262.2 ms [2021-05-27 05:34:53 main:574] : INFO : Epoch 2048 | loss: 0.0311334 | val_loss: 0.0311524 | Time: 10887.5 ms [2021-05-27 05:34:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311524 [2021-05-27 05:34:53 main:603] : INFO : Saving end state to config to file [2021-05-27 05:34:53 main:608] : INFO : Success, exiting.. 05:34:53 (49240): 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)