Task 4361912
| Name | ParityMachine-1612383823-8141-5_0 |
| Workunit | 2426825 |
| Created | 9 Mar 2021, 23:56:16 UTC |
| Sent | 19 Mar 2021, 7:21:39 UTC |
| Report deadline | 26 Mar 2021, 7:21:39 UTC |
| Received | 19 Mar 2021, 9:11:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 47 min 10 sec |
| CPU time | 1 hours 45 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,883.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311409 | val_loss: 0.0311577 | Time: 3086.08 ms [2021-03-19 09:44:31 main:574] : INFO : Epoch 1543 | loss: 0.0311431 | val_loss: 0.0311573 | Time: 3100.73 ms [2021-03-19 09:44:34 main:574] : INFO : Epoch 1544 | loss: 0.0311414 | val_loss: 0.0311546 | Time: 3086.92 ms [2021-03-19 09:44:37 main:574] : INFO : Epoch 1545 | loss: 0.0311404 | val_loss: 0.0311538 | Time: 3112.71 ms [2021-03-19 09:44:40 main:574] : INFO : Epoch 1546 | loss: 0.0311411 | val_loss: 0.0311582 | Time: 3124.07 ms [2021-03-19 09:44:43 main:574] : INFO : Epoch 1547 | loss: 0.0311404 | val_loss: 0.0311545 | Time: 3086.63 ms [2021-03-19 09:44:46 main:574] : INFO : Epoch 1548 | loss: 0.0311384 | val_loss: 0.0311521 | Time: 3111.69 ms [2021-03-19 09:44:49 main:574] : INFO : Epoch 1549 | loss: 0.0311396 | val_loss: 0.0311526 | Time: 3095.93 ms [2021-03-19 09:44:53 main:574] : INFO : Epoch 1550 | loss: 0.0311396 | val_loss: 0.0311544 | Time: 3117.35 ms [2021-03-19 09:44:56 main:574] : INFO : Epoch 1551 | loss: 0.0311401 | val_loss: 0.0311531 | Time: 3116.75 ms [2021-03-19 09:44:59 main:574] : INFO : Epoch 1552 | loss: 0.0311395 | val_loss: 0.031155 | Time: 3112.96 ms [2021-03-19 09:45:02 main:574] : INFO : Epoch 1553 | loss: 0.0311389 | val_loss: 0.031154 | Time: 3101.49 ms [2021-03-19 09:45:05 main:574] : INFO : Epoch 1554 | loss: 0.0311427 | val_loss: 0.0311538 | Time: 3115.39 ms [2021-03-19 09:45:08 main:574] : INFO : Epoch 1555 | loss: 0.0311435 | val_loss: 0.0311527 | Time: 3103.59 ms [2021-03-19 09:45:11 main:574] : INFO : Epoch 1556 | loss: 0.0311412 | val_loss: 0.0311532 | Time: 3120.82 ms [2021-03-19 09:45:15 main:574] : INFO : Epoch 1557 | loss: 0.0311391 | val_loss: 0.0311516 | Time: 3108.91 ms [2021-03-19 09:45:18 main:574] : INFO : Epoch 1558 | loss: 0.0311391 | val_loss: 0.0311531 | Time: 3095.05 ms [2021-03-19 09:45:21 main:574] : INFO : Epoch 1559 | loss: 0.031139 | val_loss: 0.0311541 | Time: 3095.69 ms [2021-03-19 09:45:24 main:574] : INFO : Epoch 1560 | loss: 0.031138 | val_loss: 0.0311515 | Time: 3100.71 ms [2021-03-19 09:45:27 main:574] : INFO : Epoch 1561 | loss: 0.0311377 | val_loss: 0.0311531 | Time: 3101.37 ms [2021-03-19 09:45:30 main:574] : INFO : Epoch 1562 | loss: 0.031138 | val_loss: 0.0311543 | Time: 3108.9 ms [2021-03-19 09:45:33 main:574] : INFO : Epoch 1563 | loss: 0.0311372 | val_loss: 0.0311527 | Time: 3092.84 ms [2021-03-19 09:45:36 main:574] : INFO : Epoch 1564 | loss: 0.0311388 | val_loss: 0.0311538 | Time: 3135.51 ms [2021-03-19 09:45:40 main:574] : INFO : Epoch 1565 | loss: 0.0311386 | val_loss: 0.0311552 | Time: 3108.29 ms [2021-03-19 09:45:43 main:574] : INFO : Epoch 1566 | loss: 0.0311381 | val_loss: 0.0311543 | Time: 3099.55 ms [2021-03-19 09:45:46 main:574] : INFO : Epoch 1567 | loss: 0.0311376 | val_loss: 0.0311541 | Time: 3104.85 ms [2021-03-19 09:45:49 main:574] : INFO : Epoch 1568 | loss: 0.0311378 | val_loss: 0.031152 | Time: 3105.76 ms [2021-03-19 09:45:52 main:574] : INFO : Epoch 1569 | loss: 0.0311377 | val_loss: 0.0311527 | Time: 3102 ms [2021-03-19 09:45:55 main:574] : INFO : Epoch 1570 | loss: 0.0311364 | val_loss: 0.0311556 | Time: 3098.78 ms [2021-03-19 09:45:58 main:574] : INFO : Epoch 1571 | loss: 0.031137 | val_loss: 0.0311568 | Time: 3111.09 ms [2021-03-19 09:46:02 main:574] : INFO : Epoch 1572 | loss: 0.031137 | val_loss: 0.0311529 | Time: 3093.72 ms [2021-03-19 09:46:05 main:574] : INFO : Epoch 1573 | loss: 0.0311373 | val_loss: 0.0311545 | Time: 3099.7 ms [2021-03-19 09:46:08 main:574] : INFO : Epoch 1574 | loss: 0.0311367 | val_loss: 0.0311542 | Time: 3112.15 ms [2021-03-19 09:46:11 main:574] : INFO : Epoch 1575 | loss: 0.0311393 | val_loss: 0.0311538 | Time: 3100.78 ms [2021-03-19 09:46:14 main:574] : INFO : Epoch 1576 | loss: 0.0311402 | val_loss: 0.0311554 | Time: 3083.69 ms [2021-03-19 09:46:17 main:574] : INFO : Epoch 1577 | loss: 0.0311394 | val_loss: 0.0311559 | Time: 3104.28 ms [2021-03-19 09:46:20 main:574] : INFO : Epoch 1578 | loss: 0.0311387 | val_loss: 0.0311581 | Time: 3100.69 ms [2021-03-19 09:46:24 main:574] : INFO : Epoch 1579 | loss: 0.0311386 | val_loss: 0.0311562 | Time: 3102.88 ms [2021-03-19 09:46:27 main:574] : INFO : Epoch 1580 | loss: 0.0311412 | val_loss: 0.0311569 | Time: 3113.78 ms [2021-03-19 09:46:30 main:574] : INFO : Epoch 1581 | loss: 0.0311403 | val_loss: 0.0311568 | Time: 3086.73 ms [2021-03-19 09:46:33 main:574] : INFO : Epoch 1582 | loss: 0.0311416 | val_loss: 0.0311549 | Time: 3132.3 ms [2021-03-19 09:46:36 main:574] : INFO : Epoch 1583 | loss: 0.0311396 | val_loss: 0.0311596 | Time: 3111.07 ms [2021-03-19 09:46:39 main:574] : INFO : Epoch 1584 | loss: 0.031141 | val_loss: 0.031157 | Time: 3117.12 ms [2021-03-19 09:46:42 main:574] : INFO : Epoch 1585 | loss: 0.0311388 | val_loss: 0.0311555 | Time: 3107.94 ms [2021-03-19 09:46:46 main:574] : INFO : Epoch 1586 | loss: 0.0311408 | val_loss: 0.0311553 | Time: 3122.61 ms [2021-03-19 09:46:49 main:574] : INFO : Epoch 1587 | loss: 0.0311417 | val_loss: 0.0311557 | Time: 3120.13 ms [2021-03-19 09:46:52 main:574] : INFO : Epoch 1588 | loss: 0.031141 | val_loss: 0.0311575 | Time: 3088.75 ms [2021-03-19 09:46:55 main:574] : INFO : Epoch 1589 | loss: 0.0311414 | val_loss: 0.0311564 | Time: 3089.96 ms [2021-03-19 09:46:58 main:574] : INFO : Epoch 1590 | loss: 0.03114 | val_loss: 0.0311559 | Time: 3096.82 ms [2021-03-19 09:47:01 main:574] : INFO : Epoch 1591 | loss: 0.0311402 | val_loss: 0.0311566 | Time: 3096.77 ms [2021-03-19 09:47:04 main:574] : INFO : Epoch 1592 | loss: 0.0311399 | val_loss: 0.0311554 | Time: 3105.65 ms [2021-03-19 09:47:07 main:574] : INFO : Epoch 1593 | loss: 0.0311416 | val_loss: 0.0311574 | Time: 3096.26 ms [2021-03-19 09:47:11 main:574] : INFO : Epoch 1594 | loss: 0.0311412 | val_loss: 0.0311558 | Time: 3100.3 ms [2021-03-19 09:47:14 main:574] : INFO : Epoch 1595 | loss: 0.0311399 | val_loss: 0.0311577 | Time: 3117.85 ms [2021-03-19 09:47:17 main:574] : INFO : Epoch 1596 | loss: 0.0311389 | val_loss: 0.0311575 | Time: 3082.89 ms [2021-03-19 09:47:20 main:574] : INFO : Epoch 1597 | loss: 0.0311378 | val_loss: 0.0311563 | Time: 3095.6 ms [2021-03-19 09:47:23 main:574] : INFO : Epoch 1598 | loss: 0.0311371 | val_loss: 0.0311559 | Time: 3116.31 ms [2021-03-19 09:47:26 main:574] : INFO : Epoch 1599 | loss: 0.031138 | val_loss: 0.0311554 | Time: 3099.89 ms [2021-03-19 09:47:29 main:574] : INFO : Epoch 1600 | loss: 0.0311407 | val_loss: 0.031155 | Time: 3107.67 ms [2021-03-19 09:47:33 main:574] : INFO : Epoch 1601 | loss: 0.0311392 | val_loss: 0.0311527 | Time: 3096.31 ms [2021-03-19 09:47:36 main:574] : INFO : Epoch 1602 | loss: 0.0311394 | val_loss: 0.0311535 | Time: 3093.64 ms [2021-03-19 09:47:39 main:574] : INFO : Epoch 1603 | loss: 0.0311413 | val_loss: 0.0311537 | Time: 3126.03 ms [2021-03-19 09:47:42 main:574] : INFO : Epoch 1604 | loss: 0.0311404 | val_loss: 0.031155 | Time: 3130.25 ms [2021-03-19 09:47:45 main:574] : INFO : Epoch 1605 | loss: 0.0311388 | val_loss: 0.0311541 | Time: 3090.85 ms [2021-03-19 09:47:48 main:574] : INFO : Epoch 1606 | loss: 0.0311385 | val_loss: 0.0311527 | Time: 3100.55 ms [2021-03-19 09:47:51 main:574] : INFO : Epoch 1607 | loss: 0.0311383 | val_loss: 0.031152 | Time: 3117.06 ms [2021-03-19 09:47:55 main:574] : INFO : Epoch 1608 | loss: 0.0311378 | val_loss: 0.0311506 | Time: 3104.24 ms [2021-03-19 09:47:58 main:574] : INFO : Epoch 1609 | loss: 0.0311386 | val_loss: 0.0311543 | Time: 3101.85 ms [2021-03-19 09:48:01 main:574] : INFO : Epoch 1610 | loss: 0.0311367 | val_loss: 0.0311555 | Time: 3112.35 ms [2021-03-19 09:48:04 main:574] : INFO : Epoch 1611 | loss: 0.0311371 | val_loss: 0.0311532 | Time: 3124.51 ms [2021-03-19 09:48:07 main:574] : INFO : Epoch 1612 | loss: 0.031138 | val_loss: 0.0311539 | Time: 3114.96 ms [2021-03-19 09:48:10 main:574] : INFO : Epoch 1613 | loss: 0.0311406 | val_loss: 0.0311575 | Time: 3096.35 ms [2021-03-19 09:48:13 main:574] : INFO : Epoch 1614 | loss: 0.0311385 | val_loss: 0.0311531 | Time: 3089.89 ms [2021-03-19 09:48:17 main:574] : INFO : Epoch 1615 | loss: 0.0311394 | val_loss: 0.0311553 | Time: 3102.64 ms [2021-03-19 09:48:20 main:574] : INFO : Epoch 1616 | loss: 0.0311401 | val_loss: 0.0311535 | Time: 3091.44 ms [2021-03-19 09:48:23 main:574] : INFO : Epoch 1617 | loss: 0.0311388 | val_loss: 0.0311537 | Time: 3109.22 ms [2021-03-19 09:48:26 main:574] : INFO : Epoch 1618 | loss: 0.0311395 | val_loss: 0.0311583 | Time: 3113.55 ms [2021-03-19 09:48:29 main:574] : INFO : Epoch 1619 | loss: 0.0311384 | val_loss: 0.0311559 | Time: 3117.35 ms [2021-03-19 09:48:32 main:574] : INFO : Epoch 1620 | loss: 0.0311398 | val_loss: 0.0311555 | Time: 3096.77 ms [2021-03-19 09:48:35 main:574] : INFO : Epoch 1621 | loss: 0.0311391 | val_loss: 0.031157 | Time: 3104.79 ms [2021-03-19 09:48:39 main:574] : INFO : Epoch 1622 | loss: 0.0311387 | val_loss: 0.0311549 | Time: 3099.98 ms [2021-03-19 09:48:42 main:574] : INFO : Epoch 1623 | loss: 0.0311377 | val_loss: 0.0311559 | Time: 3084.29 ms [2021-03-19 09:48:45 main:574] : INFO : Epoch 1624 | loss: 0.0311376 | val_loss: 0.0311608 | Time: 3099.14 ms [2021-03-19 09:48:48 main:574] : INFO : Epoch 1625 | loss: 0.031139 | val_loss: 0.031155 | Time: 3104.58 ms [2021-03-19 09:48:51 main:574] : INFO : Epoch 1626 | loss: 0.0311388 | val_loss: 0.0311565 | Time: 3092.92 ms [2021-03-19 09:48:54 main:574] : INFO : Epoch 1627 | loss: 0.0311389 | val_loss: 0.0311545 | Time: 3151.57 ms [2021-03-19 09:48:57 main:574] : INFO : Epoch 1628 | loss: 0.0311403 | val_loss: 0.0311566 | Time: 3116.36 ms [2021-03-19 09:49:00 main:574] : INFO : Epoch 1629 | loss: 0.03114 | val_loss: 0.0311554 | Time: 3111.36 ms [2021-03-19 09:49:04 main:574] : INFO : Epoch 1630 | loss: 0.0311399 | val_loss: 0.0311539 | Time: 3116.27 ms [2021-03-19 09:49:07 main:574] : INFO : Epoch 1631 | loss: 0.0311421 | val_loss: 0.0311552 | Time: 3092.93 ms [2021-03-19 09:49:10 main:574] : INFO : Epoch 1632 | loss: 0.0311419 | val_loss: 0.0311556 | Time: 3105.07 ms [2021-03-19 09:49:13 main:574] : INFO : Epoch 1633 | loss: 0.0311432 | val_loss: 0.031152 | Time: 3135.45 ms [2021-03-19 09:49:16 main:574] : INFO : Epoch 1634 | loss: 0.0311419 | val_loss: 0.0311568 | Time: 3092.51 ms [2021-03-19 09:49:19 main:574] : INFO : Epoch 1635 | loss: 0.031142 | val_loss: 0.031156 | Time: 3105.96 ms [2021-03-19 09:49:22 main:574] : INFO : Epoch 1636 | loss: 0.0311428 | val_loss: 0.0311543 | Time: 3085.05 ms [2021-03-19 09:49:26 main:574] : INFO : Epoch 1637 | loss: 0.0311411 | val_loss: 0.0311578 | Time: 3102.23 ms [2021-03-19 09:49:29 main:574] : INFO : Epoch 1638 | loss: 0.0311402 | val_loss: 0.0311524 | Time: 3090.88 ms [2021-03-19 09:49:32 main:574] : INFO : Epoch 1639 | loss: 0.03114 | val_loss: 0.0311518 | Time: 3098.14 ms [2021-03-19 09:49:35 main:574] : INFO : Epoch 1640 | loss: 0.0311403 | val_loss: 0.0311543 | Time: 3091.81 ms [2021-03-19 09:49:38 main:574] : INFO : Epoch 1641 | loss: 0.0311394 | val_loss: 0.0311506 | Time: 3109.19 ms [2021-03-19 09:49:41 main:574] : INFO : Epoch 1642 | loss: 0.0311405 | val_loss: 0.0311582 | Time: 3109.92 ms [2021-03-19 09:49:44 main:574] : INFO : Epoch 1643 | loss: 0.0311412 | val_loss: 0.0311526 | Time: 3099.44 ms [2021-03-19 09:49:48 main:574] : INFO : Epoch 1644 | loss: 0.0311395 | val_loss: 0.031154 | Time: 3089.91 ms [2021-03-19 09:49:51 main:574] : INFO : Epoch 1645 | loss: 0.0311405 | val_loss: 0.0311589 | Time: 3102.6 ms [2021-03-19 09:49:54 main:574] : INFO : Epoch 1646 | loss: 0.0311403 | val_loss: 0.0311553 | Time: 3154.16 ms [2021-03-19 09:49:57 main:574] : INFO : Epoch 1647 | loss: 0.0311405 | val_loss: 0.0311535 | Time: 3109.77 ms [2021-03-19 09:50:00 main:574] : INFO : Epoch 1648 | loss: 0.0311407 | val_loss: 0.0311552 | Time: 3097.13 ms [2021-03-19 09:50:03 main:574] : INFO : Epoch 1649 | loss: 0.0311424 | val_loss: 0.0311561 | Time: 3102.8 ms [2021-03-19 09:50:06 main:574] : INFO : Epoch 1650 | loss: 0.0311431 | val_loss: 0.0311571 | Time: 3101.73 ms [2021-03-19 09:50:10 main:574] : INFO : Epoch 1651 | loss: 0.0311461 | val_loss: 0.0311593 | Time: 3119.67 ms [2021-03-19 09:50:13 main:574] : INFO : Epoch 1652 | loss: 0.0311434 | val_loss: 0.0311589 | Time: 3112.77 ms [2021-03-19 09:50:16 main:574] : INFO : Epoch 1653 | loss: 0.0311422 | val_loss: 0.0311586 | Time: 3086.93 ms [2021-03-19 09:50:19 main:574] : INFO : Epoch 1654 | loss: 0.0311419 | val_loss: 0.0311568 | Time: 3142.02 ms [2021-03-19 09:50:22 main:574] : INFO : Epoch 1655 | loss: 0.0311425 | val_loss: 0.0311549 | Time: 3085.76 ms [2021-03-19 09:50:25 main:574] : INFO : Epoch 1656 | loss: 0.0311418 | val_loss: 0.0311556 | Time: 3090.75 ms [2021-03-19 09:50:28 main:574] : INFO : Epoch 1657 | loss: 0.0311419 | val_loss: 0.0311556 | Time: 3090.93 ms [2021-03-19 09:50:31 main:574] : INFO : Epoch 1658 | loss: 0.0311407 | val_loss: 0.0311568 | Time: 3096.63 ms [2021-03-19 09:50:35 main:574] : INFO : Epoch 1659 | loss: 0.0311432 | val_loss: 0.0311509 | Time: 3119.92 ms [2021-03-19 09:50:38 main:574] : INFO : Epoch 1660 | loss: 0.0311435 | val_loss: 0.0311536 | Time: 3095.91 ms [2021-03-19 09:50:41 main:574] : INFO : Epoch 1661 | loss: 0.0311457 | val_loss: 0.0311521 | Time: 3111.7 ms [2021-03-19 09:50:44 main:574] : INFO : Epoch 1662 | loss: 0.0311425 | val_loss: 0.0311522 | Time: 3133.25 ms [2021-03-19 09:50:47 main:574] : INFO : Epoch 1663 | loss: 0.0311455 | val_loss: 0.0311567 | Time: 3095.75 ms [2021-03-19 09:50:50 main:574] : INFO : Epoch 1664 | loss: 0.0311455 | val_loss: 0.0311558 | Time: 3100.51 ms [2021-03-19 09:50:53 main:574] : INFO : Epoch 1665 | loss: 0.0311447 | val_loss: 0.0311522 | Time: 3133.61 ms [2021-03-19 09:50:57 main:574] : INFO : Epoch 1666 | loss: 0.0311427 | val_loss: 0.0311514 | Time: 3102.45 ms [2021-03-19 09:51:00 main:574] : INFO : Epoch 1667 | loss: 0.0311433 | val_loss: 0.0311511 | Time: 3108.71 ms [2021-03-19 09:51:03 main:574] : INFO : Epoch 1668 | loss: 0.0311422 | val_loss: 0.0311504 | Time: 3113.51 ms [2021-03-19 09:51:06 main:574] : INFO : Epoch 1669 | loss: 0.0311425 | val_loss: 0.031152 | Time: 3125.53 ms [2021-03-19 09:51:09 main:574] : INFO : Epoch 1670 | loss: 0.031144 | val_loss: 0.0311567 | Time: 3113.55 ms [2021-03-19 09:51:12 main:574] : INFO : Epoch 1671 | loss: 0.0311446 | val_loss: 0.0311556 | Time: 3109.59 ms [2021-03-19 09:51:15 main:574] : INFO : Epoch 1672 | loss: 0.0311446 | val_loss: 0.0311545 | Time: 3111.25 ms [2021-03-19 09:51:19 main:574] : INFO : Epoch 1673 | loss: 0.0311416 | val_loss: 0.031153 | Time: 3117.45 ms [2021-03-19 09:51:22 main:574] : INFO : Epoch 1674 | loss: 0.0311398 | val_loss: 0.0311532 | Time: 3083.52 ms [2021-03-19 09:51:25 main:574] : INFO : Epoch 1675 | loss: 0.0311398 | val_loss: 0.0311596 | Time: 3098.89 ms [2021-03-19 09:51:28 main:574] : INFO : Epoch 1676 | loss: 0.0311407 | val_loss: 0.0311517 | Time: 3087.16 ms [2021-03-19 09:51:31 main:574] : INFO : Epoch 1677 | loss: 0.031139 | val_loss: 0.0311527 | Time: 3133.53 ms [2021-03-19 09:51:34 main:574] : INFO : Epoch 1678 | loss: 0.0311391 | val_loss: 0.0311542 | Time: 3082.69 ms [2021-03-19 09:51:37 main:574] : INFO : Epoch 1679 | loss: 0.0311398 | val_loss: 0.0311528 | Time: 3109.06 ms [2021-03-19 09:51:40 main:574] : INFO : Epoch 1680 | loss: 0.03114 | val_loss: 0.0311546 | Time: 3099.76 ms [2021-03-19 09:51:44 main:574] : INFO : Epoch 1681 | loss: 0.0311386 | val_loss: 0.0311516 | Time: 3115.9 ms [2021-03-19 09:51:47 main:574] : INFO : Epoch 1682 | loss: 0.0311385 | val_loss: 0.031151 | Time: 3086.18 ms [2021-03-19 09:51:50 main:574] : INFO : Epoch 1683 | loss: 0.0311379 | val_loss: 0.031156 | Time: 3095.28 ms [2021-03-19 09:51:53 main:574] : INFO : Epoch 1684 | loss: 0.0311382 | val_loss: 0.0311557 | Time: 3110.82 ms [2021-03-19 09:51:56 main:574] : INFO : Epoch 1685 | loss: 0.0311479 | val_loss: 0.0311639 | Time: 3083.91 ms [2021-03-19 09:51:59 main:574] : INFO : Epoch 1686 | loss: 0.0311469 | val_loss: 0.0311608 | Time: 3103.65 ms [2021-03-19 09:52:02 main:574] : INFO : Epoch 1687 | loss: 0.0311448 | val_loss: 0.0311573 | Time: 3108.02 ms [2021-03-19 09:52:06 main:574] : INFO : Epoch 1688 | loss: 0.0311424 | val_loss: 0.0311588 | Time: 3110.81 ms [2021-03-19 09:52:09 main:574] : INFO : Epoch 1689 | loss: 0.0311423 | val_loss: 0.0311605 | Time: 3098.43 ms [2021-03-19 09:52:12 main:574] : INFO : Epoch 1690 | loss: 0.0311491 | val_loss: 0.0311586 | Time: 3106.09 ms [2021-03-19 09:52:15 main:574] : INFO : Epoch 1691 | loss: 0.031148 | val_loss: 0.0311584 | Time: 3106.86 ms [2021-03-19 09:52:18 main:574] : INFO : Epoch 1692 | loss: 0.0311472 | val_loss: 0.0311557 | Time: 3116.76 ms [2021-03-19 09:52:21 main:574] : INFO : Epoch 1693 | loss: 0.031145 | val_loss: 0.0311539 | Time: 3114.37 ms [2021-03-19 09:52:24 main:574] : INFO : Epoch 1694 | loss: 0.0311446 | val_loss: 0.0311583 | Time: 3124.48 ms [2021-03-19 09:52:28 main:574] : INFO : Epoch 1695 | loss: 0.031147 | val_loss: 0.0311575 | Time: 3100.48 ms [2021-03-19 09:52:31 main:574] : INFO : Epoch 1696 | loss: 0.0311477 | val_loss: 0.0311609 | Time: 3115.68 ms [2021-03-19 09:52:34 main:574] : INFO : Epoch 1697 | loss: 0.0311529 | val_loss: 0.031161 | Time: 3095.75 ms [2021-03-19 09:52:37 main:574] : INFO : Epoch 1698 | loss: 0.0311605 | val_loss: 0.0311662 | Time: 3082.71 ms [2021-03-19 09:52:40 main:574] : INFO : Epoch 1699 | loss: 0.031164 | val_loss: 0.0311648 | Time: 3120.13 ms [2021-03-19 09:52:43 main:574] : INFO : Epoch 1700 | loss: 0.0311623 | val_loss: 0.031166 | Time: 3103.67 ms [2021-03-19 09:52:46 main:574] : INFO : Epoch 1701 | loss: 0.0311616 | val_loss: 0.0311635 | Time: 3072.2 ms [2021-03-19 09:52:49 main:574] : INFO : Epoch 1702 | loss: 0.0311605 | val_loss: 0.0311651 | Time: 3101.76 ms [2021-03-19 09:52:53 main:574] : INFO : Epoch 1703 | loss: 0.0311596 | val_loss: 0.0311656 | Time: 3101.78 ms [2021-03-19 09:52:56 main:574] : INFO : Epoch 1704 | loss: 0.031159 | val_loss: 0.0311671 | Time: 3102.5 ms [2021-03-19 09:52:59 main:574] : INFO : Epoch 1705 | loss: 0.0311582 | val_loss: 0.0311665 | Time: 3118.58 ms [2021-03-19 09:53:02 main:574] : INFO : Epoch 1706 | loss: 0.0311574 | val_loss: 0.0311668 | Time: 3109.58 ms [2021-03-19 09:53:05 main:574] : INFO : Epoch 1707 | loss: 0.0311567 | val_loss: 0.0311646 | Time: 3115.49 ms [2021-03-19 09:53:08 main:574] : INFO : Epoch 1708 | loss: 0.031157 | val_loss: 0.0311692 | Time: 3117.08 ms [2021-03-19 09:53:11 main:574] : INFO : Epoch 1709 | loss: 0.0311592 | val_loss: 0.0311685 | Time: 3123.28 ms [2021-03-19 09:53:15 main:574] : INFO : Epoch 1710 | loss: 0.0311567 | val_loss: 0.0311666 | Time: 3094.74 ms [2021-03-19 09:53:18 main:574] : INFO : Epoch 1711 | loss: 0.0311563 | val_loss: 0.0311675 | Time: 3107.56 ms [2021-03-19 09:53:21 main:574] : INFO : Epoch 1712 | loss: 0.0311569 | val_loss: 0.0311666 | Time: 3105.23 ms [2021-03-19 09:53:24 main:574] : INFO : Epoch 1713 | loss: 0.0311581 | val_loss: 0.0311696 | Time: 3125.54 ms [2021-03-19 09:53:27 main:574] : INFO : Epoch 1714 | loss: 0.0311573 | val_loss: 0.0311664 | Time: 3093.26 ms [2021-03-19 09:53:30 main:574] : INFO : Epoch 1715 | loss: 0.0311573 | val_loss: 0.0311654 | Time: 3120.43 ms [2021-03-19 09:53:33 main:574] : INFO : Epoch 1716 | loss: 0.031157 | val_loss: 0.0311658 | Time: 3104.38 ms [2021-03-19 09:53:37 main:574] : INFO : Epoch 1717 | loss: 0.0311585 | val_loss: 0.031165 | Time: 3114.36 ms [2021-03-19 09:53:40 main:574] : INFO : Epoch 1718 | loss: 0.0311562 | val_loss: 0.0311659 | Time: 3109.95 ms [2021-03-19 09:53:43 main:574] : INFO : Epoch 1719 | loss: 0.0311552 | val_loss: 0.0311625 | Time: 3119.08 ms [2021-03-19 09:53:46 main:574] : INFO : Epoch 1720 | loss: 0.0311548 | val_loss: 0.0311656 | Time: 3098.83 ms [2021-03-19 09:53:49 main:574] : INFO : Epoch 1721 | loss: 0.0311557 | val_loss: 0.0311634 | Time: 3085 ms [2021-03-19 09:53:52 main:574] : INFO : Epoch 1722 | loss: 0.0311549 | val_loss: 0.0311621 | Time: 3129.96 ms [2021-03-19 09:53:55 main:574] : INFO : Epoch 1723 | loss: 0.0311537 | val_loss: 0.0311629 | Time: 3097.13 ms [2021-03-19 09:53:58 main:574] : INFO : Epoch 1724 | loss: 0.0311554 | val_loss: 0.0311631 | Time: 3082.9 ms [2021-03-19 09:54:02 main:574] : INFO : Epoch 1725 | loss: 0.0311547 | val_loss: 0.0311626 | Time: 3113.75 ms [2021-03-19 09:54:05 main:574] : INFO : Epoch 1726 | loss: 0.0311536 | val_loss: 0.0311619 | Time: 3118.85 ms [2021-03-19 09:54:08 main:574] : INFO : Epoch 1727 | loss: 0.0311535 | val_loss: 0.0311611 | Time: 3116.88 ms [2021-03-19 09:54:11 main:574] : INFO : Epoch 1728 | loss: 0.0311525 | val_loss: 0.0311651 | Time: 3069.05 ms [2021-03-19 09:54:14 main:574] : INFO : Epoch 1729 | loss: 0.0311528 | val_loss: 0.0311604 | Time: 3102.77 ms [2021-03-19 09:54:17 main:574] : INFO : Epoch 1730 | loss: 0.0311539 | val_loss: 0.0311624 | Time: 3097.66 ms [2021-03-19 09:54:20 main:574] : INFO : Epoch 1731 | loss: 0.0311534 | val_loss: 0.0311613 | Time: 3103.6 ms [2021-03-19 09:54:24 main:574] : INFO : Epoch 1732 | loss: 0.0311545 | val_loss: 0.0311624 | Time: 3124.49 ms [2021-03-19 09:54:27 main:574] : INFO : Epoch 1733 | loss: 0.0311556 | val_loss: 0.0311634 | Time: 3098.01 ms [2021-03-19 09:54:30 main:574] : INFO : Epoch 1734 | loss: 0.0311548 | val_loss: 0.031161 | Time: 3125.7 ms [2021-03-19 09:54:33 main:574] : INFO : Epoch 1735 | loss: 0.0311551 | val_loss: 0.0311621 | Time: 3110.59 ms [2021-03-19 09:54:36 main:574] : INFO : Epoch 1736 | loss: 0.0311612 | val_loss: 0.0311633 | Time: 3096.55 ms [2021-03-19 09:54:39 main:574] : INFO : Epoch 1737 | loss: 0.0311594 | val_loss: 0.0311624 | Time: 3084.44 ms [2021-03-19 09:54:42 main:574] : INFO : Epoch 1738 | loss: 0.0311553 | val_loss: 0.0311596 | Time: 3086.51 ms [2021-03-19 09:54:45 main:574] : INFO : Epoch 1739 | loss: 0.0311548 | val_loss: 0.03117 | Time: 3085.87 ms [2021-03-19 09:54:49 main:574] : INFO : Epoch 1740 | loss: 0.0311574 | val_loss: 0.0311625 | Time: 3110.16 ms [2021-03-19 09:54:52 main:574] : INFO : Epoch 1741 | loss: 0.0311549 | val_loss: 0.0311586 | Time: 3089.99 ms [2021-03-19 09:54:55 main:574] : INFO : Epoch 1742 | loss: 0.0311545 | val_loss: 0.0311623 | Time: 3122.77 ms [2021-03-19 09:54:58 main:574] : INFO : Epoch 1743 | loss: 0.0311571 | val_loss: 0.0311645 | Time: 3103.31 ms [2021-03-19 09:55:01 main:574] : INFO : Epoch 1744 | loss: 0.0311549 | val_loss: 0.0311617 | Time: 3115.3 ms [2021-03-19 09:55:04 main:574] : INFO : Epoch 1745 | loss: 0.0311534 | val_loss: 0.0311622 | Time: 3107.99 ms [2021-03-19 09:55:07 main:574] : INFO : Epoch 1746 | loss: 0.031152 | val_loss: 0.0311609 | Time: 3119.4 ms [2021-03-19 09:55:11 main:574] : INFO : Epoch 1747 | loss: 0.0311537 | val_loss: 0.0311625 | Time: 3097.43 ms [2021-03-19 09:55:14 main:574] : INFO : Epoch 1748 | loss: 0.0311529 | val_loss: 0.0311612 | Time: 3109.97 ms [2021-03-19 09:55:17 main:574] : INFO : Epoch 1749 | loss: 0.0311532 | val_loss: 0.031164 | Time: 3095.22 ms [2021-03-19 09:55:20 main:574] : INFO : Epoch 1750 | loss: 0.0311548 | val_loss: 0.0311634 | Time: 3124.02 ms [2021-03-19 09:55:23 main:574] : INFO : Epoch 1751 | loss: 0.0311538 | val_loss: 0.0311661 | Time: 3104.28 ms [2021-03-19 09:55:26 main:574] : INFO : Epoch 1752 | loss: 0.0311534 | val_loss: 0.0311621 | Time: 3105.8 ms [2021-03-19 09:55:29 main:574] : INFO : Epoch 1753 | loss: 0.0311537 | val_loss: 0.0311604 | Time: 3098.71 ms [2021-03-19 09:55:33 main:574] : INFO : Epoch 1754 | loss: 0.0311538 | val_loss: 0.0311624 | Time: 3112.25 ms [2021-03-19 09:55:36 main:574] : INFO : Epoch 1755 | loss: 0.0311538 | val_loss: 0.0311617 | Time: 3115.46 ms [2021-03-19 09:55:39 main:574] : INFO : Epoch 1756 | loss: 0.0311535 | val_loss: 0.0311627 | Time: 3121.21 ms [2021-03-19 09:55:42 main:574] : INFO : Epoch 1757 | loss: 0.0311559 | val_loss: 0.031165 | Time: 3082.94 ms [2021-03-19 09:55:45 main:574] : INFO : Epoch 1758 | loss: 0.0311609 | val_loss: 0.0311611 | Time: 3083.19 ms [2021-03-19 09:55:48 main:574] : INFO : Epoch 1759 | loss: 0.0311576 | val_loss: 0.0311588 | Time: 3115.91 ms [2021-03-19 09:55:51 main:574] : INFO : Epoch 1760 | loss: 0.0311597 | val_loss: 0.0311608 | Time: 3098.36 ms [2021-03-19 09:55:54 main:574] : INFO : Epoch 1761 | loss: 0.0311594 | val_loss: 0.0311608 | Time: 3109.11 ms [2021-03-19 09:55:58 main:574] : INFO : Epoch 1762 | loss: 0.0311587 | val_loss: 0.03116 | Time: 3117.77 ms [2021-03-19 09:56:01 main:574] : INFO : Epoch 1763 | loss: 0.0311582 | val_loss: 0.0311611 | Time: 3106.35 ms [2021-03-19 09:56:04 main:574] : INFO : Epoch 1764 | loss: 0.031159 | val_loss: 0.0311595 | Time: 3125.44 ms [2021-03-19 09:56:07 main:574] : INFO : Epoch 1765 | loss: 0.0311585 | val_loss: 0.0311627 | Time: 3089.87 ms [2021-03-19 09:56:10 main:574] : INFO : Epoch 1766 | loss: 0.0311587 | val_loss: 0.0311637 | Time: 3095.9 ms [2021-03-19 09:56:13 main:574] : INFO : Epoch 1767 | loss: 0.0311604 | val_loss: 0.0311668 | Time: 3135.79 ms [2021-03-19 09:56:16 main:574] : INFO : Epoch 1768 | loss: 0.0311585 | val_loss: 0.0311664 | Time: 3108.61 ms [2021-03-19 09:56:20 main:574] : INFO : Epoch 1769 | loss: 0.0311629 | val_loss: 0.0311656 | Time: 3128.46 ms [2021-03-19 09:56:23 main:574] : INFO : Epoch 1770 | loss: 0.0311574 | val_loss: 0.0311613 | Time: 3116.27 ms [2021-03-19 09:56:26 main:574] : INFO : Epoch 1771 | loss: 0.0311594 | val_loss: 0.031165 | Time: 3075.74 ms [2021-03-19 09:56:29 main:574] : INFO : Epoch 1772 | loss: 0.0311617 | val_loss: 0.0311659 | Time: 3117.52 ms [2021-03-19 09:56:32 main:574] : INFO : Epoch 1773 | loss: 0.0311619 | val_loss: 0.0311653 | Time: 3101.14 ms [2021-03-19 09:56:35 main:574] : INFO : Epoch 1774 | loss: 0.0311624 | val_loss: 0.0311705 | Time: 3106.59 ms [2021-03-19 09:56:38 main:574] : INFO : Epoch 1775 | loss: 0.031164 | val_loss: 0.0311687 | Time: 3087.72 ms [2021-03-19 09:56:42 main:574] : INFO : Epoch 1776 | loss: 0.0311623 | val_loss: 0.0311657 | Time: 3120.28 ms [2021-03-19 09:56:45 main:574] : INFO : Epoch 1777 | loss: 0.0311631 | val_loss: 0.031166 | Time: 3119.09 ms [2021-03-19 09:56:48 main:574] : INFO : Epoch 1778 | loss: 0.0311614 | val_loss: 0.0311663 | Time: 3105.28 ms [2021-03-19 09:56:51 main:574] : INFO : Epoch 1779 | loss: 0.031161 | val_loss: 0.0311651 | Time: 3096.42 ms [2021-03-19 09:56:54 main:574] : INFO : Epoch 1780 | loss: 0.031159 | val_loss: 0.031162 | Time: 3097.95 ms [2021-03-19 09:56:57 main:574] : INFO : Epoch 1781 | loss: 0.0311581 | val_loss: 0.0311639 | Time: 3113.8 ms [2021-03-19 09:57:00 main:574] : INFO : Epoch 1782 | loss: 0.031159 | val_loss: 0.0311615 | Time: 3104.46 ms [2021-03-19 09:57:04 main:574] : INFO : Epoch 1783 | loss: 0.0311584 | val_loss: 0.0311655 | Time: 3101.29 ms [2021-03-19 09:57:07 main:574] : INFO : Epoch 1784 | loss: 0.0311571 | val_loss: 0.0311661 | Time: 3097.3 ms [2021-03-19 09:57:10 main:574] : INFO : Epoch 1785 | loss: 0.0311579 | val_loss: 0.0311625 | Time: 3126.04 ms [2021-03-19 09:57:13 main:574] : INFO : Epoch 1786 | loss: 0.0311565 | val_loss: 0.0311618 | Time: 3088 ms [2021-03-19 09:57:16 main:574] : INFO : Epoch 1787 | loss: 0.0311563 | val_loss: 0.0311612 | Time: 3097.73 ms [2021-03-19 09:57:19 main:574] : INFO : Epoch 1788 | loss: 0.0311565 | val_loss: 0.0311631 | Time: 3123.88 ms [2021-03-19 09:57:22 main:574] : INFO : Epoch 1789 | loss: 0.0311555 | val_loss: 0.0311625 | Time: 3086.18 ms [2021-03-19 09:57:26 main:574] : INFO : Epoch 1790 | loss: 0.0311599 | val_loss: 0.031165 | Time: 3141.99 ms [2021-03-19 09:57:29 main:574] : INFO : Epoch 1791 | loss: 0.031161 | val_loss: 0.0311643 | Time: 3095.31 ms [2021-03-19 09:57:32 main:574] : INFO : Epoch 1792 | loss: 0.0311594 | val_loss: 0.0311621 | Time: 3090.62 ms [2021-03-19 09:57:35 main:574] : INFO : Epoch 1793 | loss: 0.0311597 | val_loss: 0.0311638 | Time: 3105.41 ms [2021-03-19 09:57:38 main:574] : INFO : Epoch 1794 | loss: 0.0311589 | val_loss: 0.0311629 | Time: 3080.38 ms [2021-03-19 09:57:41 main:574] : INFO : Epoch 1795 | loss: 0.0311613 | val_loss: 0.0311642 | Time: 3080.63 ms [2021-03-19 09:57:44 main:574] : INFO : Epoch 1796 | loss: 0.0311594 | val_loss: 0.0311619 | Time: 3097.84 ms [2021-03-19 09:57:47 main:574] : INFO : Epoch 1797 | loss: 0.0311583 | val_loss: 0.0311619 | Time: 3098.15 ms [2021-03-19 09:57:51 main:574] : INFO : Epoch 1798 | loss: 0.0311577 | val_loss: 0.0311609 | Time: 3104.15 ms [2021-03-19 09:57:54 main:574] : INFO : Epoch 1799 | loss: 0.0311569 | val_loss: 0.0311606 | Time: 3111.35 ms [2021-03-19 09:57:57 main:574] : INFO : Epoch 1800 | loss: 0.0311569 | val_loss: 0.031161 | Time: 3122.58 ms [2021-03-19 09:58:00 main:574] : INFO : Epoch 1801 | loss: 0.0311558 | val_loss: 0.0311605 | Time: 3090.22 ms [2021-03-19 09:58:03 main:574] : INFO : Epoch 1802 | loss: 0.0311558 | val_loss: 0.0311649 | Time: 3093.25 ms [2021-03-19 09:58:06 main:574] : INFO : Epoch 1803 | loss: 0.0311556 | val_loss: 0.0311616 | Time: 3118.73 ms [2021-03-19 09:58:09 main:574] : INFO : Epoch 1804 | loss: 0.0311581 | val_loss: 0.0311628 | Time: 3088.29 ms [2021-03-19 09:58:12 main:574] : INFO : Epoch 1805 | loss: 0.0311583 | val_loss: 0.0311714 | Time: 3084.72 ms [2021-03-19 09:58:16 main:574] : INFO : Epoch 1806 | loss: 0.0311623 | val_loss: 0.0311681 | Time: 3125.11 ms [2021-03-19 09:58:19 main:574] : INFO : Epoch 1807 | loss: 0.031157 | val_loss: 0.0311642 | Time: 3110.28 ms [2021-03-19 09:58:22 main:574] : INFO : Epoch 1808 | loss: 0.0311559 | val_loss: 0.0311646 | Time: 3101.12 ms [2021-03-19 09:58:25 main:574] : INFO : Epoch 1809 | loss: 0.0311573 | val_loss: 0.0311624 | Time: 3108.16 ms [2021-03-19 09:58:28 main:574] : INFO : Epoch 1810 | loss: 0.0311561 | val_loss: 0.0311619 | Time: 3079.92 ms [2021-03-19 09:58:31 main:574] : INFO : Epoch 1811 | loss: 0.0311554 | val_loss: 0.031166 | Time: 3113.55 ms [2021-03-19 09:58:34 main:574] : INFO : Epoch 1812 | loss: 0.0311561 | val_loss: 0.0311624 | Time: 3085.12 ms [2021-03-19 09:58:37 main:574] : INFO : Epoch 1813 | loss: 0.0311552 | val_loss: 0.0311615 | Time: 3077.91 ms [2021-03-19 09:58:41 main:574] : INFO : Epoch 1814 | loss: 0.0311549 | val_loss: 0.0311621 | Time: 3109.61 ms [2021-03-19 09:58:44 main:574] : INFO : Epoch 1815 | loss: 0.0311545 | val_loss: 0.0311614 | Time: 3103.79 ms [2021-03-19 09:58:47 main:574] : INFO : Epoch 1816 | loss: 0.0311545 | val_loss: 0.0311655 | Time: 3115.35 ms [2021-03-19 09:58:50 main:574] : INFO : Epoch 1817 | loss: 0.0311561 | val_loss: 0.0311683 | Time: 3108.7 ms [2021-03-19 09:58:53 main:574] : INFO : Epoch 1818 | loss: 0.0311564 | val_loss: 0.031163 | Time: 3100.11 ms [2021-03-19 09:58:56 main:574] : INFO : Epoch 1819 | loss: 0.0311561 | val_loss: 0.031161 | Time: 3106.05 ms [2021-03-19 09:58:59 main:574] : INFO : Epoch 1820 | loss: 0.0311551 | val_loss: 0.0311592 | Time: 3112.23 ms [2021-03-19 09:59:03 main:574] : INFO : Epoch 1821 | loss: 0.0311532 | val_loss: 0.0311593 | Time: 3122.55 ms [2021-03-19 09:59:06 main:574] : INFO : Epoch 1822 | loss: 0.0311526 | val_loss: 0.0311593 | Time: 3085.44 ms [2021-03-19 09:59:09 main:574] : INFO : Epoch 1823 | loss: 0.0311529 | val_loss: 0.0311599 | Time: 3120.01 ms [2021-03-19 09:59:12 main:574] : INFO : Epoch 1824 | loss: 0.0311527 | val_loss: 0.0311594 | Time: 3105.33 ms [2021-03-19 09:59:15 main:574] : INFO : Epoch 1825 | loss: 0.0311521 | val_loss: 0.0311634 | Time: 3096.61 ms [2021-03-19 09:59:18 main:574] : INFO : Epoch 1826 | loss: 0.0311538 | val_loss: 0.0311622 | Time: 3090.86 ms [2021-03-19 09:59:21 main:574] : INFO : Epoch 1827 | loss: 0.0311539 | val_loss: 0.0311622 | Time: 3104.93 ms [2021-03-19 09:59:25 main:574] : INFO : Epoch 1828 | loss: 0.0311536 | val_loss: 0.031162 | Time: 3100.45 ms [2021-03-19 09:59:28 main:574] : INFO : Epoch 1829 | loss: 0.0311532 | val_loss: 0.0311609 | Time: 3097.94 ms [2021-03-19 09:59:31 main:574] : INFO : Epoch 1830 | loss: 0.0311526 | val_loss: 0.0311625 | Time: 3109.18 ms [2021-03-19 09:59:34 main:574] : INFO : Epoch 1831 | loss: 0.0311531 | val_loss: 0.0311596 | Time: 3086.72 ms [2021-03-19 09:59:37 main:574] : INFO : Epoch 1832 | loss: 0.031153 | val_loss: 0.0311623 | Time: 3081.36 ms [2021-03-19 09:59:40 main:574] : INFO : Epoch 1833 | loss: 0.031153 | val_loss: 0.0311588 | Time: 3107.6 ms [2021-03-19 09:59:43 main:574] : INFO : Epoch 1834 | loss: 0.0311518 | val_loss: 0.0311598 | Time: 3083.58 ms [2021-03-19 09:59:46 main:574] : INFO : Epoch 1835 | loss: 0.0311521 | val_loss: 0.0311601 | Time: 3109.93 ms [2021-03-19 09:59:50 main:574] : INFO : Epoch 1836 | loss: 0.0311533 | val_loss: 0.0311591 | Time: 3075.1 ms [2021-03-19 09:59:53 main:574] : INFO : Epoch 1837 | loss: 0.0311522 | val_loss: 0.0311596 | Time: 3092.23 ms [2021-03-19 09:59:56 main:574] : INFO : Epoch 1838 | loss: 0.0311519 | val_loss: 0.0311594 | Time: 3094.22 ms [2021-03-19 09:59:59 main:574] : INFO : Epoch 1839 | loss: 0.0311522 | val_loss: 0.0311606 | Time: 3071.72 ms [2021-03-19 10:00:02 main:574] : INFO : Epoch 1840 | loss: 0.0311518 | val_loss: 0.0311644 | Time: 3076.77 ms [2021-03-19 10:00:05 main:574] : INFO : Epoch 1841 | loss: 0.0311543 | val_loss: 0.0311597 | Time: 3104.44 ms [2021-03-19 10:00:08 main:574] : INFO : Epoch 1842 | loss: 0.0311516 | val_loss: 0.0311595 | Time: 3094.62 ms [2021-03-19 10:00:11 main:574] : INFO : Epoch 1843 | loss: 0.0311525 | val_loss: 0.0311609 | Time: 3087.83 ms [2021-03-19 10:00:14 main:574] : INFO : Epoch 1844 | loss: 0.0311532 | val_loss: 0.0311621 | Time: 3105.93 ms [2021-03-19 10:00:18 main:574] : INFO : Epoch 1845 | loss: 0.0311526 | val_loss: 0.0311594 | Time: 3097.34 ms [2021-03-19 10:00:21 main:574] : INFO : Epoch 1846 | loss: 0.031151 | val_loss: 0.0311601 | Time: 3124.05 ms [2021-03-19 10:00:24 main:574] : INFO : Epoch 1847 | loss: 0.0311513 | val_loss: 0.0311598 | Time: 3097.43 ms [2021-03-19 10:00:27 main:574] : INFO : Epoch 1848 | loss: 0.0311516 | val_loss: 0.0311592 | Time: 3109.47 ms [2021-03-19 10:00:30 main:574] : INFO : Epoch 1849 | loss: 0.0311505 | val_loss: 0.0311603 | Time: 3098.07 ms [2021-03-19 10:00:33 main:574] : INFO : Epoch 1850 | loss: 0.0311505 | val_loss: 0.0311591 | Time: 3087.6 ms [2021-03-19 10:00:36 main:574] : INFO : Epoch 1851 | loss: 0.0311515 | val_loss: 0.0311604 | Time: 3068.6 ms [2021-03-19 10:00:39 main:574] : INFO : Epoch 1852 | loss: 0.0311512 | val_loss: 0.0311608 | Time: 3107.33 ms [2021-03-19 10:00:43 main:574] : INFO : Epoch 1853 | loss: 0.0311519 | val_loss: 0.0311613 | Time: 3076.03 ms [2021-03-19 10:00:46 main:574] : INFO : Epoch 1854 | loss: 0.0311506 | val_loss: 0.0311612 | Time: 3103.03 ms [2021-03-19 10:00:49 main:574] : INFO : Epoch 1855 | loss: 0.0311516 | val_loss: 0.0311611 | Time: 3099.22 ms [2021-03-19 10:00:52 main:574] : INFO : Epoch 1856 | loss: 0.0311526 | val_loss: 0.031161 | Time: 3100.85 ms [2021-03-19 10:00:55 main:574] : INFO : Epoch 1857 | loss: 0.031152 | val_loss: 0.0311595 | Time: 3092.42 ms [2021-03-19 10:00:58 main:574] : INFO : Epoch 1858 | loss: 0.0311512 | val_loss: 0.0311599 | Time: 3095.27 ms [2021-03-19 10:01:01 main:574] : INFO : Epoch 1859 | loss: 0.0311508 | val_loss: 0.0311603 | Time: 3091.29 ms [2021-03-19 10:01:05 main:574] : INFO : Epoch 1860 | loss: 0.0311511 | val_loss: 0.0311632 | Time: 3113.54 ms [2021-03-19 10:01:08 main:574] : INFO : Epoch 1861 | loss: 0.0311512 | val_loss: 0.0311606 | Time: 3122.87 ms [2021-03-19 10:01:11 main:574] : INFO : Epoch 1862 | loss: 0.0311512 | val_loss: 0.031162 | Time: 3100.99 ms [2021-03-19 10:01:14 main:574] : INFO : Epoch 1863 | loss: 0.0311513 | val_loss: 0.0311645 | Time: 3110.76 ms [2021-03-19 10:01:17 main:574] : INFO : Epoch 1864 | loss: 0.0311538 | val_loss: 0.0311626 | Time: 3121.66 ms [2021-03-19 10:01:20 main:574] : INFO : Epoch 1865 | loss: 0.0311568 | val_loss: 0.0311639 | Time: 3103.9 ms [2021-03-19 10:01:23 main:574] : INFO : Epoch 1866 | loss: 0.0311586 | val_loss: 0.0311673 | Time: 3111.32 ms [2021-03-19 10:01:27 main:574] : INFO : Epoch 1867 | loss: 0.0311563 | val_loss: 0.0311633 | Time: 3135.83 ms [2021-03-19 10:01:30 main:574] : INFO : Epoch 1868 | loss: 0.0311537 | val_loss: 0.031161 | Time: 3117.89 ms [2021-03-19 10:01:33 main:574] : INFO : Epoch 1869 | loss: 0.0311518 | val_loss: 0.0311612 | Time: 3114.61 ms [2021-03-19 10:01:36 main:574] : INFO : Epoch 1870 | loss: 0.0311515 | val_loss: 0.0311616 | Time: 3112.93 ms [2021-03-19 10:01:39 main:574] : INFO : Epoch 1871 | loss: 0.0311513 | val_loss: 0.0311609 | Time: 3094.6 ms [2021-03-19 10:01:42 main:574] : INFO : Epoch 1872 | loss: 0.0311527 | val_loss: 0.0311618 | Time: 3114.82 ms [2021-03-19 10:01:45 main:574] : INFO : Epoch 1873 | loss: 0.031154 | val_loss: 0.031161 | Time: 3116.81 ms [2021-03-19 10:01:49 main:574] : INFO : Epoch 1874 | loss: 0.0311534 | val_loss: 0.0311619 | Time: 3123.12 ms [2021-03-19 10:01:52 main:574] : INFO : Epoch 1875 | loss: 0.0311551 | val_loss: 0.0311661 | Time: 3079.09 ms [2021-03-19 10:01:55 main:574] : INFO : Epoch 1876 | loss: 0.0311552 | val_loss: 0.0311626 | Time: 3103.21 ms [2021-03-19 10:01:58 main:574] : INFO : Epoch 1877 | loss: 0.0311549 | val_loss: 0.0311631 | Time: 3102.35 ms [2021-03-19 10:02:01 main:574] : INFO : Epoch 1878 | loss: 0.0311564 | val_loss: 0.0311629 | Time: 3088.95 ms [2021-03-19 10:02:04 main:574] : INFO : Epoch 1879 | loss: 0.0311561 | val_loss: 0.0311656 | Time: 3102.76 ms [2021-03-19 10:02:07 main:574] : INFO : Epoch 1880 | loss: 0.0311567 | val_loss: 0.0311678 | Time: 3094.46 ms [2021-03-19 10:02:11 main:574] : INFO : Epoch 1881 | loss: 0.0311576 | val_loss: 0.0311655 | Time: 3092.44 ms [2021-03-19 10:02:14 main:574] : INFO : Epoch 1882 | loss: 0.0311549 | val_loss: 0.0311627 | Time: 3133.12 ms [2021-03-19 10:02:17 main:574] : INFO : Epoch 1883 | loss: 0.0311554 | val_loss: 0.0311637 | Time: 3113.51 ms [2021-03-19 10:02:20 main:574] : INFO : Epoch 1884 | loss: 0.0311536 | val_loss: 0.0311626 | Time: 3083.7 ms [2021-03-19 10:02:23 main:574] : INFO : Epoch 1885 | loss: 0.0311542 | val_loss: 0.0311639 | Time: 3106.9 ms [2021-03-19 10:02:26 main:574] : INFO : Epoch 1886 | loss: 0.0311558 | val_loss: 0.0311629 | Time: 3109.67 ms [2021-03-19 10:02:29 main:574] : INFO : Epoch 1887 | loss: 0.0311535 | val_loss: 0.0311626 | Time: 3105.57 ms [2021-03-19 10:02:33 main:574] : INFO : Epoch 1888 | loss: 0.0311566 | val_loss: 0.0311664 | Time: 3118.08 ms [2021-03-19 10:02:36 main:574] : INFO : Epoch 1889 | loss: 0.0311535 | val_loss: 0.0311599 | Time: 3103.73 ms [2021-03-19 10:02:39 main:574] : INFO : Epoch 1890 | loss: 0.0311528 | val_loss: 0.0311634 | Time: 3109.64 ms [2021-03-19 10:02:42 main:574] : INFO : Epoch 1891 | loss: 0.0311527 | val_loss: 0.0311618 | Time: 3104.6 ms [2021-03-19 10:02:45 main:574] : INFO : Epoch 1892 | loss: 0.0311521 | val_loss: 0.0311623 | Time: 3107.72 ms [2021-03-19 10:02:48 main:574] : INFO : Epoch 1893 | loss: 0.0311522 | val_loss: 0.0311626 | Time: 3093.37 ms [2021-03-19 10:02:51 main:574] : INFO : Epoch 1894 | loss: 0.0311526 | val_loss: 0.0311614 | Time: 3094.19 ms [2021-03-19 10:02:55 main:574] : INFO : Epoch 1895 | loss: 0.0311529 | val_loss: 0.0311612 | Time: 3100.43 ms [2021-03-19 10:02:58 main:574] : INFO : Epoch 1896 | loss: 0.0311524 | val_loss: 0.031162 | Time: 3097.25 ms [2021-03-19 10:03:01 main:574] : INFO : Epoch 1897 | loss: 0.0311526 | val_loss: 0.0311633 | Time: 3127.38 ms [2021-03-19 10:03:04 main:574] : INFO : Epoch 1898 | loss: 0.0311526 | val_loss: 0.0311619 | Time: 3093.26 ms [2021-03-19 10:03:07 main:574] : INFO : Epoch 1899 | loss: 0.0311522 | val_loss: 0.0311641 | Time: 3091.73 ms [2021-03-19 10:03:10 main:574] : INFO : Epoch 1900 | loss: 0.0311557 | val_loss: 0.031167 | Time: 3100.87 ms [2021-03-19 10:03:13 main:574] : INFO : Epoch 1901 | loss: 0.0311556 | val_loss: 0.0311657 | Time: 3106.31 ms [2021-03-19 10:03:17 main:574] : INFO : Epoch 1902 | loss: 0.0311534 | val_loss: 0.0311638 | Time: 3085.36 ms [2021-03-19 10:03:20 main:574] : INFO : Epoch 1903 | loss: 0.0311532 | val_loss: 0.0311639 | Time: 3113.68 ms [2021-03-19 10:03:23 main:574] : INFO : Epoch 1904 | loss: 0.0311519 | val_loss: 0.0311645 | Time: 3103.28 ms [2021-03-19 10:03:26 main:574] : INFO : Epoch 1905 | loss: 0.031153 | val_loss: 0.0311703 | Time: 3101.79 ms [2021-03-19 10:03:29 main:574] : INFO : Epoch 1906 | loss: 0.031153 | val_loss: 0.0311638 | Time: 3109.62 ms [2021-03-19 10:03:32 main:574] : INFO : Epoch 1907 | loss: 0.0311514 | val_loss: 0.0311651 | Time: 3096.12 ms [2021-03-19 10:03:35 main:574] : INFO : Epoch 1908 | loss: 0.031152 | val_loss: 0.0311629 | Time: 3098.36 ms [2021-03-19 10:03:38 main:574] : INFO : Epoch 1909 | loss: 0.0311522 | val_loss: 0.0311641 | Time: 3079.89 ms [2021-03-19 10:03:42 main:574] : INFO : Epoch 1910 | loss: 0.031152 | val_loss: 0.0311646 | Time: 3101.51 ms [2021-03-19 10:03:45 main:574] : INFO : Epoch 1911 | loss: 0.0311515 | val_loss: 0.0311635 | Time: 3087.32 ms [2021-03-19 10:03:48 main:574] : INFO : Epoch 1912 | loss: 0.031152 | val_loss: 0.0311652 | Time: 3077.67 ms [2021-03-19 10:03:51 main:574] : INFO : Epoch 1913 | loss: 0.0311532 | val_loss: 0.0311634 | Time: 3094.09 ms [2021-03-19 10:03:54 main:574] : INFO : Epoch 1914 | loss: 0.0311545 | val_loss: 0.0311643 | Time: 3117.93 ms [2021-03-19 10:03:57 main:574] : INFO : Epoch 1915 | loss: 0.0311539 | val_loss: 0.0311649 | Time: 3115.21 ms [2021-03-19 10:04:00 main:574] : INFO : Epoch 1916 | loss: 0.0311524 | val_loss: 0.0311624 | Time: 3107.61 ms [2021-03-19 10:04:04 main:574] : INFO : Epoch 1917 | loss: 0.0311527 | val_loss: 0.0311645 | Time: 3118.83 ms [2021-03-19 10:04:07 main:574] : INFO : Epoch 1918 | loss: 0.0311533 | val_loss: 0.0311634 | Time: 3101.23 ms [2021-03-19 10:04:10 main:574] : INFO : Epoch 1919 | loss: 0.0311529 | val_loss: 0.0311647 | Time: 3099.58 ms [2021-03-19 10:04:13 main:574] : INFO : Epoch 1920 | loss: 0.0311534 | val_loss: 0.0311672 | Time: 3096.65 ms [2021-03-19 10:04:16 main:574] : INFO : Epoch 1921 | loss: 0.0311535 | val_loss: 0.0311631 | Time: 3113.36 ms [2021-03-19 10:04:19 main:574] : INFO : Epoch 1922 | loss: 0.0311517 | val_loss: 0.0311616 | Time: 3108.24 ms [2021-03-19 10:04:22 main:574] : INFO : Epoch 1923 | loss: 0.0311529 | val_loss: 0.0311636 | Time: 3107.88 ms [2021-03-19 10:04:26 main:574] : INFO : Epoch 1924 | loss: 0.031153 | val_loss: 0.0311654 | Time: 3117.56 ms [2021-03-19 10:04:29 main:574] : INFO : Epoch 1925 | loss: 0.0311517 | val_loss: 0.0311639 | Time: 3097.37 ms [2021-03-19 10:04:32 main:574] : INFO : Epoch 1926 | loss: 0.0311524 | val_loss: 0.0311617 | Time: 3091.16 ms [2021-03-19 10:04:35 main:574] : INFO : Epoch 1927 | loss: 0.0311526 | val_loss: 0.0311623 | Time: 3125.09 ms [2021-03-19 10:04:38 main:574] : INFO : Epoch 1928 | loss: 0.0311529 | val_loss: 0.0311637 | Time: 3080.46 ms [2021-03-19 10:04:41 main:574] : INFO : Epoch 1929 | loss: 0.0311535 | val_loss: 0.0311631 | Time: 3096.99 ms [2021-03-19 10:04:44 main:574] : INFO : Epoch 1930 | loss: 0.0311526 | val_loss: 0.0311632 | Time: 3105.51 ms [2021-03-19 10:04:48 main:574] : INFO : Epoch 1931 | loss: 0.031151 | val_loss: 0.0311623 | Time: 3107.61 ms [2021-03-19 10:04:51 main:574] : INFO : Epoch 1932 | loss: 0.0311519 | val_loss: 0.0311623 | Time: 3125.46 ms [2021-03-19 10:04:54 main:574] : INFO : Epoch 1933 | loss: 0.0311518 | val_loss: 0.0311633 | Time: 3114.96 ms [2021-03-19 10:04:57 main:574] : INFO : Epoch 1934 | loss: 0.0311522 | val_loss: 0.0311637 | Time: 3074.42 ms [2021-03-19 10:05:00 main:574] : INFO : Epoch 1935 | loss: 0.0311547 | val_loss: 0.0311631 | Time: 3089.65 ms [2021-03-19 10:05:03 main:574] : INFO : Epoch 1936 | loss: 0.0311521 | val_loss: 0.0311665 | Time: 3104.83 ms [2021-03-19 10:05:06 main:574] : INFO : Epoch 1937 | loss: 0.0311508 | val_loss: 0.0311628 | Time: 3080.66 ms [2021-03-19 10:05:10 main:574] : INFO : Epoch 1938 | loss: 0.0311508 | val_loss: 0.0311588 | Time: 3117.02 ms [2021-03-19 10:05:13 main:574] : INFO : Epoch 1939 | loss: 0.0311501 | val_loss: 0.0311631 | Time: 3099.34 ms [2021-03-19 10:05:16 main:574] : INFO : Epoch 1940 | loss: 0.0311506 | val_loss: 0.0311621 | Time: 3077.73 ms [2021-03-19 10:05:19 main:574] : INFO : Epoch 1941 | loss: 0.0311501 | val_loss: 0.0311599 | Time: 3106.34 ms [2021-03-19 10:05:22 main:574] : INFO : Epoch 1942 | loss: 0.0311508 | val_loss: 0.0311644 | Time: 3108.26 ms [2021-03-19 10:05:25 main:574] : INFO : Epoch 1943 | loss: 0.0311513 | val_loss: 0.0311668 | Time: 3103.98 ms [2021-03-19 10:05:28 main:574] : INFO : Epoch 1944 | loss: 0.0311516 | val_loss: 0.0311643 | Time: 3079.47 ms [2021-03-19 10:05:31 main:574] : INFO : Epoch 1945 | loss: 0.0311516 | val_loss: 0.0311675 | Time: 3091.51 ms [2021-03-19 10:05:35 main:574] : INFO : Epoch 1946 | loss: 0.0311552 | val_loss: 0.0311706 | Time: 3112.09 ms [2021-03-19 10:05:38 main:574] : INFO : Epoch 1947 | loss: 0.0311558 | val_loss: 0.0311629 | Time: 3093.08 ms [2021-03-19 10:05:41 main:574] : INFO : Epoch 1948 | loss: 0.0311524 | val_loss: 0.0311615 | Time: 3104.77 ms [2021-03-19 10:05:44 main:574] : INFO : Epoch 1949 | loss: 0.0311512 | val_loss: 0.0311617 | Time: 3084.35 ms [2021-03-19 10:05:47 main:574] : INFO : Epoch 1950 | loss: 0.0311516 | val_loss: 0.0311634 | Time: 3087.14 ms [2021-03-19 10:05:50 main:574] : INFO : Epoch 1951 | loss: 0.0311517 | val_loss: 0.0311602 | Time: 3095.87 ms [2021-03-19 10:05:53 main:574] : INFO : Epoch 1952 | loss: 0.0311508 | val_loss: 0.0311613 | Time: 3126.41 ms [2021-03-19 10:05:56 main:574] : INFO : Epoch 1953 | loss: 0.0311505 | val_loss: 0.0311594 | Time: 3102.93 ms [2021-03-19 10:06:00 main:574] : INFO : Epoch 1954 | loss: 0.0311499 | val_loss: 0.03116 | Time: 3107.39 ms [2021-03-19 10:06:03 main:574] : INFO : Epoch 1955 | loss: 0.0311575 | val_loss: 0.0311969 | Time: 3093.09 ms [2021-03-19 10:06:06 main:574] : INFO : Epoch 1956 | loss: 0.0312016 | val_loss: 0.03118 | Time: 3084.73 ms [2021-03-19 10:06:09 main:574] : INFO : Epoch 1957 | loss: 0.0311765 | val_loss: 0.0311716 | Time: 3064.94 ms [2021-03-19 10:06:12 main:574] : INFO : Epoch 1958 | loss: 0.0311695 | val_loss: 0.0311716 | Time: 3100.76 ms [2021-03-19 10:06:15 main:574] : INFO : Epoch 1959 | loss: 0.0311718 | val_loss: 0.0311682 | Time: 3094.07 ms [2021-03-19 10:06:18 main:574] : INFO : Epoch 1960 | loss: 0.0311624 | val_loss: 0.0311643 | Time: 3130.01 ms [2021-03-19 10:06:21 main:574] : INFO : Epoch 1961 | loss: 0.0311597 | val_loss: 0.0311644 | Time: 3072.86 ms [2021-03-19 10:06:25 main:574] : INFO : Epoch 1962 | loss: 0.03116 | val_loss: 0.0311625 | Time: 3120.82 ms [2021-03-19 10:06:28 main:574] : INFO : Epoch 1963 | loss: 0.0311588 | val_loss: 0.0311617 | Time: 3084.79 ms [2021-03-19 10:06:31 main:574] : INFO : Epoch 1964 | loss: 0.0311585 | val_loss: 0.0311622 | Time: 3076.84 ms [2021-03-19 10:06:34 main:574] : INFO : Epoch 1965 | loss: 0.0311576 | val_loss: 0.0311607 | Time: 3077.5 ms [2021-03-19 10:06:37 main:574] : INFO : Epoch 1966 | loss: 0.0311574 | val_loss: 0.0311638 | Time: 3101.59 ms [2021-03-19 10:06:40 main:574] : INFO : Epoch 1967 | loss: 0.0311587 | val_loss: 0.0311617 | Time: 3100.95 ms [2021-03-19 10:06:43 main:574] : INFO : Epoch 1968 | loss: 0.0311568 | val_loss: 0.0311614 | Time: 3061.16 ms [2021-03-19 10:06:46 main:574] : INFO : Epoch 1969 | loss: 0.0311567 | val_loss: 0.0311615 | Time: 3080.64 ms [2021-03-19 10:06:49 main:574] : INFO : Epoch 1970 | loss: 0.0311592 | val_loss: 0.0311629 | Time: 3062.35 ms [2021-03-19 10:06:53 main:574] : INFO : Epoch 1971 | loss: 0.0311567 | val_loss: 0.031164 | Time: 3137 ms [2021-03-19 10:06:56 main:574] : INFO : Epoch 1972 | loss: 0.0311573 | val_loss: 0.0311639 | Time: 3078.08 ms [2021-03-19 10:06:59 main:574] : INFO : Epoch 1973 | loss: 0.0311559 | val_loss: 0.0311601 | Time: 3117.82 ms [2021-03-19 10:07:02 main:574] : INFO : Epoch 1974 | loss: 0.0311547 | val_loss: 0.0311604 | Time: 3110.05 ms [2021-03-19 10:07:05 main:574] : INFO : Epoch 1975 | loss: 0.0311544 | val_loss: 0.031162 | Time: 3071.75 ms [2021-03-19 10:07:08 main:574] : INFO : Epoch 1976 | loss: 0.0311547 | val_loss: 0.0311598 | Time: 3093.54 ms [2021-03-19 10:07:11 main:574] : INFO : Epoch 1977 | loss: 0.031154 | val_loss: 0.0311625 | Time: 3127.69 ms [2021-03-19 10:07:15 main:574] : INFO : Epoch 1978 | loss: 0.0311539 | val_loss: 0.0311608 | Time: 3088.86 ms [2021-03-19 10:07:18 main:574] : INFO : Epoch 1979 | loss: 0.0311539 | val_loss: 0.0311606 | Time: 3089.95 ms [2021-03-19 10:07:21 main:574] : INFO : Epoch 1980 | loss: 0.0311547 | val_loss: 0.0311624 | Time: 3119.3 ms [2021-03-19 10:07:24 main:574] : INFO : Epoch 1981 | loss: 0.0311546 | val_loss: 0.03116 | Time: 3087.72 ms [2021-03-19 10:07:27 main:574] : INFO : Epoch 1982 | loss: 0.0311528 | val_loss: 0.0311592 | Time: 3064.63 ms [2021-03-19 10:07:30 main:574] : INFO : Epoch 1983 | loss: 0.0311527 | val_loss: 0.0311594 | Time: 3112.54 ms [2021-03-19 10:07:33 main:574] : INFO : Epoch 1984 | loss: 0.0311524 | val_loss: 0.0311582 | Time: 3104.76 ms [2021-03-19 10:07:36 main:574] : INFO : Epoch 1985 | loss: 0.0311522 | val_loss: 0.0311613 | Time: 3096.87 ms [2021-03-19 10:07:40 main:574] : INFO : Epoch 1986 | loss: 0.0311544 | val_loss: 0.0311587 | Time: 3113.89 ms [2021-03-19 10:07:43 main:574] : INFO : Epoch 1987 | loss: 0.031153 | val_loss: 0.0311583 | Time: 3095.62 ms [2021-03-19 10:07:46 main:574] : INFO : Epoch 1988 | loss: 0.0311521 | val_loss: 0.0311604 | Time: 3072.3 ms [2021-03-19 10:07:49 main:574] : INFO : Epoch 1989 | loss: 0.0311534 | val_loss: 0.0311594 | Time: 3080.8 ms [2021-03-19 10:07:52 main:574] : INFO : Epoch 1990 | loss: 0.0311526 | val_loss: 0.0311598 | Time: 3096.83 ms [2021-03-19 10:07:55 main:574] : INFO : Epoch 1991 | loss: 0.0311524 | val_loss: 0.0311593 | Time: 3108.55 ms [2021-03-19 10:07:58 main:574] : INFO : Epoch 1992 | loss: 0.0311523 | val_loss: 0.0311593 | Time: 3070.57 ms [2021-03-19 10:08:01 main:574] : INFO : Epoch 1993 | loss: 0.0311528 | val_loss: 0.0311619 | Time: 3109.15 ms [2021-03-19 10:08:05 main:574] : INFO : Epoch 1994 | loss: 0.0311524 | val_loss: 0.0311589 | Time: 3116.74 ms [2021-03-19 10:08:08 main:574] : INFO : Epoch 1995 | loss: 0.0311517 | val_loss: 0.031166 | Time: 3097.84 ms [2021-03-19 10:08:11 main:574] : INFO : Epoch 1996 | loss: 0.0311541 | val_loss: 0.0311598 | Time: 3076.79 ms [2021-03-19 10:08:14 main:574] : INFO : Epoch 1997 | loss: 0.0311516 | val_loss: 0.0311606 | Time: 3119.33 ms [2021-03-19 10:08:17 main:574] : INFO : Epoch 1998 | loss: 0.0311522 | val_loss: 0.0311627 | Time: 3098.14 ms [2021-03-19 10:08:20 main:574] : INFO : Epoch 1999 | loss: 0.0311538 | val_loss: 0.0311607 | Time: 3078.44 ms [2021-03-19 10:08:23 main:574] : INFO : Epoch 2000 | loss: 0.0311522 | val_loss: 0.0311606 | Time: 3054.69 ms [2021-03-19 10:08:26 main:574] : INFO : Epoch 2001 | loss: 0.0311519 | val_loss: 0.0311596 | Time: 3066.44 ms [2021-03-19 10:08:30 main:574] : INFO : Epoch 2002 | loss: 0.0311522 | val_loss: 0.0311613 | Time: 3106.5 ms [2021-03-19 10:08:33 main:574] : INFO : Epoch 2003 | loss: 0.0311539 | val_loss: 0.0311594 | Time: 3086.58 ms [2021-03-19 10:08:36 main:574] : INFO : Epoch 2004 | loss: 0.0311545 | val_loss: 0.0311598 | Time: 3097.53 ms [2021-03-19 10:08:39 main:574] : INFO : Epoch 2005 | loss: 0.0311532 | val_loss: 0.0311596 | Time: 3093.29 ms [2021-03-19 10:08:42 main:574] : INFO : Epoch 2006 | loss: 0.0311523 | val_loss: 0.0311586 | Time: 3093.08 ms [2021-03-19 10:08:45 main:574] : INFO : Epoch 2007 | loss: 0.0311534 | val_loss: 0.0311613 | Time: 3067.59 ms [2021-03-19 10:08:48 main:574] : INFO : Epoch 2008 | loss: 0.0311517 | val_loss: 0.0311599 | Time: 3103.9 ms [2021-03-19 10:08:51 main:574] : INFO : Epoch 2009 | loss: 0.0311511 | val_loss: 0.0311608 | Time: 3077.58 ms [2021-03-19 10:08:55 main:574] : INFO : Epoch 2010 | loss: 0.0311511 | val_loss: 0.0311612 | Time: 3075.09 ms [2021-03-19 10:08:58 main:574] : INFO : Epoch 2011 | loss: 0.0311509 | val_loss: 0.0311622 | Time: 3102.82 ms [2021-03-19 10:09:01 main:574] : INFO : Epoch 2012 | loss: 0.031152 | val_loss: 0.0311608 | Time: 3079.87 ms [2021-03-19 10:09:04 main:574] : INFO : Epoch 2013 | loss: 0.0311507 | val_loss: 0.0311601 | Time: 3091.9 ms [2021-03-19 10:09:07 main:574] : INFO : Epoch 2014 | loss: 0.0311503 | val_loss: 0.0311602 | Time: 3090.78 ms [2021-03-19 10:09:10 main:574] : INFO : Epoch 2015 | loss: 0.03115 | val_loss: 0.0311609 | Time: 3081.81 ms [2021-03-19 10:09:13 main:574] : INFO : Epoch 2016 | loss: 0.0311514 | val_loss: 0.0311597 | Time: 3100.49 ms [2021-03-19 10:09:16 main:574] : INFO : Epoch 2017 | loss: 0.0311506 | val_loss: 0.0311602 | Time: 3103.1 ms [2021-03-19 10:09:19 main:574] : INFO : Epoch 2018 | loss: 0.0311513 | val_loss: 0.0311623 | Time: 3065.23 ms [2021-03-19 10:09:23 main:574] : INFO : Epoch 2019 | loss: 0.0311592 | val_loss: 0.0311792 | Time: 3085.58 ms [2021-03-19 10:09:26 main:574] : INFO : Epoch 2020 | loss: 0.0311607 | val_loss: 0.031163 | Time: 3117.78 ms [2021-03-19 10:09:29 main:574] : INFO : Epoch 2021 | loss: 0.0311532 | val_loss: 0.031167 | Time: 3074.66 ms [2021-03-19 10:09:32 main:574] : INFO : Epoch 2022 | loss: 0.0311514 | val_loss: 0.0311612 | Time: 3106.72 ms [2021-03-19 10:09:35 main:574] : INFO : Epoch 2023 | loss: 0.0311504 | val_loss: 0.0311637 | Time: 3090.86 ms [2021-03-19 10:09:38 main:574] : INFO : Epoch 2024 | loss: 0.0311502 | val_loss: 0.031161 | Time: 3094.63 ms [2021-03-19 10:09:41 main:574] : INFO : Epoch 2025 | loss: 0.0311504 | val_loss: 0.0311597 | Time: 3104.83 ms [2021-03-19 10:09:44 main:574] : INFO : Epoch 2026 | loss: 0.0311508 | val_loss: 0.0311598 | Time: 3077.37 ms [2021-03-19 10:09:48 main:574] : INFO : Epoch 2027 | loss: 0.0311521 | val_loss: 0.031159 | Time: 3083.97 ms [2021-03-19 10:09:51 main:574] : INFO : Epoch 2028 | loss: 0.0311506 | val_loss: 0.0311594 | Time: 3071.97 ms [2021-03-19 10:09:54 main:574] : INFO : Epoch 2029 | loss: 0.0311498 | val_loss: 0.0311597 | Time: 3098.97 ms [2021-03-19 10:09:57 main:574] : INFO : Epoch 2030 | loss: 0.0311499 | val_loss: 0.0311594 | Time: 3078.85 ms [2021-03-19 10:10:00 main:574] : INFO : Epoch 2031 | loss: 0.03115 | val_loss: 0.0311619 | Time: 3120.96 ms [2021-03-19 10:10:03 main:574] : INFO : Epoch 2032 | loss: 0.0311486 | val_loss: 0.0311596 | Time: 3090.26 ms [2021-03-19 10:10:06 main:574] : INFO : Epoch 2033 | loss: 0.0311483 | val_loss: 0.0311609 | Time: 3087.74 ms [2021-03-19 10:10:09 main:574] : INFO : Epoch 2034 | loss: 0.031148 | val_loss: 0.0311591 | Time: 3103.37 ms [2021-03-19 10:10:13 main:574] : INFO : Epoch 2035 | loss: 0.0311472 | val_loss: 0.0311582 | Time: 3084.56 ms [2021-03-19 10:10:16 main:574] : INFO : Epoch 2036 | loss: 0.0311477 | val_loss: 0.0311581 | Time: 3122.38 ms [2021-03-19 10:10:19 main:574] : INFO : Epoch 2037 | loss: 0.0311472 | val_loss: 0.0311634 | Time: 3095.55 ms [2021-03-19 10:10:22 main:574] : INFO : Epoch 2038 | loss: 0.0311477 | val_loss: 0.0311603 | Time: 3106.59 ms [2021-03-19 10:10:25 main:574] : INFO : Epoch 2039 | loss: 0.0311472 | val_loss: 0.0311603 | Time: 3077.21 ms [2021-03-19 10:10:28 main:574] : INFO : Epoch 2040 | loss: 0.0311469 | val_loss: 0.03116 | Time: 3102.55 ms [2021-03-19 10:10:31 main:574] : INFO : Epoch 2041 | loss: 0.0311465 | val_loss: 0.0311586 | Time: 3081.69 ms [2021-03-19 10:10:35 main:574] : INFO : Epoch 2042 | loss: 0.0311471 | val_loss: 0.0311587 | Time: 3118.54 ms [2021-03-19 10:10:38 main:574] : INFO : Epoch 2043 | loss: 0.0311465 | val_loss: 0.0311583 | Time: 3092.47 ms [2021-03-19 10:10:41 main:574] : INFO : Epoch 2044 | loss: 0.0311462 | val_loss: 0.0311596 | Time: 3077.99 ms [2021-03-19 10:10:44 main:574] : INFO : Epoch 2045 | loss: 0.031147 | val_loss: 0.0311605 | Time: 3083.25 ms [2021-03-19 10:10:47 main:574] : INFO : Epoch 2046 | loss: 0.0311467 | val_loss: 0.0311584 | Time: 3089.78 ms [2021-03-19 10:10:50 main:574] : INFO : Epoch 2047 | loss: 0.0311462 | val_loss: 0.0311585 | Time: 3089.04 ms [2021-03-19 10:10:53 main:574] : INFO : Epoch 2048 | loss: 0.031147 | val_loss: 0.031158 | Time: 3109.85 ms [2021-03-19 10:10:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031158 [2021-03-19 10:10:53 main:603] : INFO : Saving end state to config to file [2021-03-19 10:10:53 main:608] : INFO : Success, exiting.. 10:10:53 (4460): 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)