Task 4139003
| Name | ParityMachine-1612383420-27911-3_0 |
| Workunit | 2247875 |
| Created | 21 Feb 2021, 6:58:17 UTC |
| Sent | 4 Mar 2021, 4:09:57 UTC |
| Report deadline | 11 Mar 2021, 4:09:57 UTC |
| Received | 4 Mar 2021, 5:58:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 47 min 2 sec |
| CPU time | 1 hours 45 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,883.39 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311519 | val_loss: 0.0311607 | Time: 3082.51 ms [2021-03-04 06:32:21 main:574] : INFO : Epoch 1543 | loss: 0.0311485 | val_loss: 0.0311591 | Time: 3123.28 ms [2021-03-04 06:32:24 main:574] : INFO : Epoch 1544 | loss: 0.0311476 | val_loss: 0.0311569 | Time: 3170.03 ms [2021-03-04 06:32:27 main:574] : INFO : Epoch 1545 | loss: 0.0311479 | val_loss: 0.0311557 | Time: 3122.58 ms [2021-03-04 06:32:30 main:574] : INFO : Epoch 1546 | loss: 0.0311477 | val_loss: 0.0311547 | Time: 3121.82 ms [2021-03-04 06:32:33 main:574] : INFO : Epoch 1547 | loss: 0.031147 | val_loss: 0.0311554 | Time: 3116.79 ms [2021-03-04 06:32:36 main:574] : INFO : Epoch 1548 | loss: 0.0311485 | val_loss: 0.0311591 | Time: 3079.31 ms [2021-03-04 06:32:39 main:574] : INFO : Epoch 1549 | loss: 0.0311557 | val_loss: 0.0311862 | Time: 3082.64 ms [2021-03-04 06:32:43 main:574] : INFO : Epoch 1550 | loss: 0.0311549 | val_loss: 0.0311568 | Time: 3096.88 ms [2021-03-04 06:32:46 main:574] : INFO : Epoch 1551 | loss: 0.0311476 | val_loss: 0.031154 | Time: 3072.39 ms [2021-03-04 06:32:49 main:574] : INFO : Epoch 1552 | loss: 0.0311464 | val_loss: 0.0311538 | Time: 3094.5 ms [2021-03-04 06:32:52 main:574] : INFO : Epoch 1553 | loss: 0.0311494 | val_loss: 0.0311545 | Time: 3088.64 ms [2021-03-04 06:32:55 main:574] : INFO : Epoch 1554 | loss: 0.0311479 | val_loss: 0.0311578 | Time: 3103.32 ms [2021-03-04 06:32:58 main:574] : INFO : Epoch 1555 | loss: 0.0311471 | val_loss: 0.0311538 | Time: 3063.51 ms [2021-03-04 06:33:01 main:574] : INFO : Epoch 1556 | loss: 0.0311439 | val_loss: 0.031157 | Time: 3097.09 ms [2021-03-04 06:33:04 main:574] : INFO : Epoch 1557 | loss: 0.0311451 | val_loss: 0.0311602 | Time: 3105.98 ms [2021-03-04 06:33:07 main:574] : INFO : Epoch 1558 | loss: 0.0311442 | val_loss: 0.0311532 | Time: 3124.2 ms [2021-03-04 06:33:11 main:574] : INFO : Epoch 1559 | loss: 0.0311443 | val_loss: 0.0311575 | Time: 3105.71 ms [2021-03-04 06:33:14 main:574] : INFO : Epoch 1560 | loss: 0.0311444 | val_loss: 0.0311556 | Time: 3105.71 ms [2021-03-04 06:33:17 main:574] : INFO : Epoch 1561 | loss: 0.0311426 | val_loss: 0.0311546 | Time: 3114.37 ms [2021-03-04 06:33:20 main:574] : INFO : Epoch 1562 | loss: 0.0311421 | val_loss: 0.0311546 | Time: 3106.49 ms [2021-03-04 06:33:23 main:574] : INFO : Epoch 1563 | loss: 0.0311446 | val_loss: 0.0311533 | Time: 3086.88 ms [2021-03-04 06:33:26 main:574] : INFO : Epoch 1564 | loss: 0.0311452 | val_loss: 0.0311527 | Time: 3146.85 ms [2021-03-04 06:33:29 main:574] : INFO : Epoch 1565 | loss: 0.0311479 | val_loss: 0.0311521 | Time: 3086.33 ms [2021-03-04 06:33:32 main:574] : INFO : Epoch 1566 | loss: 0.0311471 | val_loss: 0.0311521 | Time: 3090.16 ms [2021-03-04 06:33:36 main:574] : INFO : Epoch 1567 | loss: 0.0311436 | val_loss: 0.0311508 | Time: 3121.53 ms [2021-03-04 06:33:39 main:574] : INFO : Epoch 1568 | loss: 0.0311443 | val_loss: 0.0311504 | Time: 3062.84 ms [2021-03-04 06:33:42 main:574] : INFO : Epoch 1569 | loss: 0.0311468 | val_loss: 0.0311561 | Time: 3076.34 ms [2021-03-04 06:33:45 main:574] : INFO : Epoch 1570 | loss: 0.0311472 | val_loss: 0.0311529 | Time: 3091.23 ms [2021-03-04 06:33:48 main:574] : INFO : Epoch 1571 | loss: 0.0311452 | val_loss: 0.0311501 | Time: 3066.65 ms [2021-03-04 06:33:51 main:574] : INFO : Epoch 1572 | loss: 0.0311442 | val_loss: 0.0311555 | Time: 3088.49 ms [2021-03-04 06:33:54 main:574] : INFO : Epoch 1573 | loss: 0.0311501 | val_loss: 0.0311593 | Time: 3099.26 ms [2021-03-04 06:33:57 main:574] : INFO : Epoch 1574 | loss: 0.0311519 | val_loss: 0.031158 | Time: 3071.98 ms [2021-03-04 06:34:01 main:574] : INFO : Epoch 1575 | loss: 0.0311505 | val_loss: 0.0311548 | Time: 3098.18 ms [2021-03-04 06:34:04 main:574] : INFO : Epoch 1576 | loss: 0.0311506 | val_loss: 0.031157 | Time: 3074.4 ms [2021-03-04 06:34:07 main:574] : INFO : Epoch 1577 | loss: 0.0311499 | val_loss: 0.0311532 | Time: 3106.22 ms [2021-03-04 06:34:10 main:574] : INFO : Epoch 1578 | loss: 0.0311462 | val_loss: 0.0311523 | Time: 3120.54 ms [2021-03-04 06:34:13 main:574] : INFO : Epoch 1579 | loss: 0.0311448 | val_loss: 0.0311512 | Time: 3073.66 ms [2021-03-04 06:34:16 main:574] : INFO : Epoch 1580 | loss: 0.031144 | val_loss: 0.0311513 | Time: 3095.17 ms [2021-03-04 06:34:19 main:574] : INFO : Epoch 1581 | loss: 0.0311441 | val_loss: 0.0311523 | Time: 3106.07 ms [2021-03-04 06:34:22 main:574] : INFO : Epoch 1582 | loss: 0.0311433 | val_loss: 0.0311499 | Time: 3091.39 ms [2021-03-04 06:34:26 main:574] : INFO : Epoch 1583 | loss: 0.0311426 | val_loss: 0.0311488 | Time: 3107.17 ms [2021-03-04 06:34:29 main:574] : INFO : Epoch 1584 | loss: 0.0311423 | val_loss: 0.0311484 | Time: 3101.86 ms [2021-03-04 06:34:32 main:574] : INFO : Epoch 1585 | loss: 0.0311438 | val_loss: 0.0311513 | Time: 3079.16 ms [2021-03-04 06:34:35 main:574] : INFO : Epoch 1586 | loss: 0.0311413 | val_loss: 0.0311495 | Time: 3119.33 ms [2021-03-04 06:34:38 main:574] : INFO : Epoch 1587 | loss: 0.0311404 | val_loss: 0.0311491 | Time: 3090.76 ms [2021-03-04 06:34:41 main:574] : INFO : Epoch 1588 | loss: 0.0311413 | val_loss: 0.0311512 | Time: 3122.07 ms [2021-03-04 06:34:44 main:574] : INFO : Epoch 1589 | loss: 0.0311425 | val_loss: 0.0311499 | Time: 3103.03 ms [2021-03-04 06:34:48 main:574] : INFO : Epoch 1590 | loss: 0.0311411 | val_loss: 0.0311493 | Time: 3086.02 ms [2021-03-04 06:34:51 main:574] : INFO : Epoch 1591 | loss: 0.0311425 | val_loss: 0.0311507 | Time: 3098.22 ms [2021-03-04 06:34:54 main:574] : INFO : Epoch 1592 | loss: 0.0311408 | val_loss: 0.0311527 | Time: 3106.37 ms [2021-03-04 06:34:57 main:574] : INFO : Epoch 1593 | loss: 0.0311406 | val_loss: 0.0311491 | Time: 3114.19 ms [2021-03-04 06:35:00 main:574] : INFO : Epoch 1594 | loss: 0.0311401 | val_loss: 0.0311497 | Time: 3107.38 ms [2021-03-04 06:35:03 main:574] : INFO : Epoch 1595 | loss: 0.0311402 | val_loss: 0.0311501 | Time: 3105.19 ms [2021-03-04 06:35:06 main:574] : INFO : Epoch 1596 | loss: 0.0311391 | val_loss: 0.0311477 | Time: 3110.82 ms [2021-03-04 06:35:09 main:574] : INFO : Epoch 1597 | loss: 0.0311396 | val_loss: 0.03115 | Time: 3117.15 ms [2021-03-04 06:35:13 main:574] : INFO : Epoch 1598 | loss: 0.0311413 | val_loss: 0.0311491 | Time: 3083.5 ms [2021-03-04 06:35:16 main:574] : INFO : Epoch 1599 | loss: 0.0311416 | val_loss: 0.0311492 | Time: 3139.07 ms [2021-03-04 06:35:19 main:574] : INFO : Epoch 1600 | loss: 0.0311407 | val_loss: 0.0311505 | Time: 3087.79 ms [2021-03-04 06:35:22 main:574] : INFO : Epoch 1601 | loss: 0.0311434 | val_loss: 0.0311499 | Time: 3134.2 ms [2021-03-04 06:35:25 main:574] : INFO : Epoch 1602 | loss: 0.0311436 | val_loss: 0.0311509 | Time: 3139.28 ms [2021-03-04 06:35:28 main:574] : INFO : Epoch 1603 | loss: 0.0311434 | val_loss: 0.0311514 | Time: 3156.66 ms [2021-03-04 06:35:31 main:574] : INFO : Epoch 1604 | loss: 0.0311437 | val_loss: 0.031152 | Time: 3090.38 ms [2021-03-04 06:35:35 main:574] : INFO : Epoch 1605 | loss: 0.0311448 | val_loss: 0.0311527 | Time: 3099.31 ms [2021-03-04 06:35:38 main:574] : INFO : Epoch 1606 | loss: 0.0311445 | val_loss: 0.031154 | Time: 3077.44 ms [2021-03-04 06:35:41 main:574] : INFO : Epoch 1607 | loss: 0.031149 | val_loss: 0.0311537 | Time: 3114.12 ms [2021-03-04 06:35:44 main:574] : INFO : Epoch 1608 | loss: 0.0311478 | val_loss: 0.0311551 | Time: 3049.86 ms [2021-03-04 06:35:47 main:574] : INFO : Epoch 1609 | loss: 0.0311463 | val_loss: 0.0311494 | Time: 3103.45 ms [2021-03-04 06:35:50 main:574] : INFO : Epoch 1610 | loss: 0.0311429 | val_loss: 0.0311512 | Time: 3091.68 ms [2021-03-04 06:35:53 main:574] : INFO : Epoch 1611 | loss: 0.0311438 | val_loss: 0.0311524 | Time: 3097.93 ms [2021-03-04 06:35:56 main:574] : INFO : Epoch 1612 | loss: 0.031144 | val_loss: 0.0311526 | Time: 3075.29 ms [2021-03-04 06:35:59 main:574] : INFO : Epoch 1613 | loss: 0.0311488 | val_loss: 0.0311555 | Time: 3077.53 ms [2021-03-04 06:36:03 main:574] : INFO : Epoch 1614 | loss: 0.0311479 | val_loss: 0.0311513 | Time: 3125.84 ms [2021-03-04 06:36:06 main:574] : INFO : Epoch 1615 | loss: 0.0311425 | val_loss: 0.0311526 | Time: 3079.9 ms [2021-03-04 06:36:09 main:574] : INFO : Epoch 1616 | loss: 0.0311401 | val_loss: 0.0311487 | Time: 3080.33 ms [2021-03-04 06:36:12 main:574] : INFO : Epoch 1617 | loss: 0.0311392 | val_loss: 0.0311486 | Time: 3089.32 ms [2021-03-04 06:36:15 main:574] : INFO : Epoch 1618 | loss: 0.0311375 | val_loss: 0.0311451 | Time: 3093.73 ms [2021-03-04 06:36:18 main:574] : INFO : Epoch 1619 | loss: 0.0311393 | val_loss: 0.0311484 | Time: 3118.85 ms [2021-03-04 06:36:21 main:574] : INFO : Epoch 1620 | loss: 0.0311393 | val_loss: 0.0311488 | Time: 3090.81 ms [2021-03-04 06:36:25 main:574] : INFO : Epoch 1621 | loss: 0.0311443 | val_loss: 0.0311517 | Time: 3090.42 ms [2021-03-04 06:36:28 main:574] : INFO : Epoch 1622 | loss: 0.0311423 | val_loss: 0.0311499 | Time: 3084.88 ms [2021-03-04 06:36:31 main:574] : INFO : Epoch 1623 | loss: 0.0311407 | val_loss: 0.0311496 | Time: 3062.97 ms [2021-03-04 06:36:34 main:574] : INFO : Epoch 1624 | loss: 0.0311402 | val_loss: 0.031145 | Time: 3094.56 ms [2021-03-04 06:36:37 main:574] : INFO : Epoch 1625 | loss: 0.0311377 | val_loss: 0.0311445 | Time: 3086.26 ms [2021-03-04 06:36:40 main:574] : INFO : Epoch 1626 | loss: 0.0311396 | val_loss: 0.0311458 | Time: 3105.91 ms [2021-03-04 06:36:43 main:574] : INFO : Epoch 1627 | loss: 0.0311389 | val_loss: 0.0311505 | Time: 3092.52 ms [2021-03-04 06:36:46 main:574] : INFO : Epoch 1628 | loss: 0.0311379 | val_loss: 0.031147 | Time: 3093.88 ms [2021-03-04 06:36:49 main:574] : INFO : Epoch 1629 | loss: 0.0311364 | val_loss: 0.0311456 | Time: 3100.46 ms [2021-03-04 06:36:53 main:574] : INFO : Epoch 1630 | loss: 0.0311348 | val_loss: 0.0311462 | Time: 3088.92 ms [2021-03-04 06:36:56 main:574] : INFO : Epoch 1631 | loss: 0.0311377 | val_loss: 0.0311468 | Time: 3111.26 ms [2021-03-04 06:36:59 main:574] : INFO : Epoch 1632 | loss: 0.0311369 | val_loss: 0.0311469 | Time: 3110.19 ms [2021-03-04 06:37:02 main:574] : INFO : Epoch 1633 | loss: 0.0311423 | val_loss: 0.0311442 | Time: 3094.83 ms [2021-03-04 06:37:05 main:574] : INFO : Epoch 1634 | loss: 0.0311432 | val_loss: 0.0311454 | Time: 3082.61 ms [2021-03-04 06:37:08 main:574] : INFO : Epoch 1635 | loss: 0.031143 | val_loss: 0.0311451 | Time: 3103.81 ms [2021-03-04 06:37:11 main:574] : INFO : Epoch 1636 | loss: 0.0311421 | val_loss: 0.0311494 | Time: 3113.72 ms [2021-03-04 06:37:14 main:574] : INFO : Epoch 1637 | loss: 0.0311437 | val_loss: 0.0311455 | Time: 3096 ms [2021-03-04 06:37:18 main:574] : INFO : Epoch 1638 | loss: 0.0311415 | val_loss: 0.0311482 | Time: 3120.34 ms [2021-03-04 06:37:21 main:574] : INFO : Epoch 1639 | loss: 0.0311401 | val_loss: 0.0311482 | Time: 3108.84 ms [2021-03-04 06:37:24 main:574] : INFO : Epoch 1640 | loss: 0.0311419 | val_loss: 0.0311487 | Time: 3091.05 ms [2021-03-04 06:37:27 main:574] : INFO : Epoch 1641 | loss: 0.0311408 | val_loss: 0.0311467 | Time: 3086.89 ms [2021-03-04 06:37:30 main:574] : INFO : Epoch 1642 | loss: 0.0311394 | val_loss: 0.0311493 | Time: 3114.8 ms [2021-03-04 06:37:33 main:574] : INFO : Epoch 1643 | loss: 0.0311397 | val_loss: 0.0311482 | Time: 3115.37 ms [2021-03-04 06:37:36 main:574] : INFO : Epoch 1644 | loss: 0.0311389 | val_loss: 0.0311467 | Time: 3107.96 ms [2021-03-04 06:37:40 main:574] : INFO : Epoch 1645 | loss: 0.0311389 | val_loss: 0.0311461 | Time: 3116.84 ms [2021-03-04 06:37:43 main:574] : INFO : Epoch 1646 | loss: 0.0311392 | val_loss: 0.0311449 | Time: 3131.48 ms [2021-03-04 06:37:46 main:574] : INFO : Epoch 1647 | loss: 0.0311378 | val_loss: 0.0311439 | Time: 3090.69 ms [2021-03-04 06:37:49 main:574] : INFO : Epoch 1648 | loss: 0.0311382 | val_loss: 0.0311436 | Time: 3103.99 ms [2021-03-04 06:37:52 main:574] : INFO : Epoch 1649 | loss: 0.0311378 | val_loss: 0.031142 | Time: 3090.15 ms [2021-03-04 06:37:55 main:574] : INFO : Epoch 1650 | loss: 0.0311368 | val_loss: 0.0311427 | Time: 3088.51 ms [2021-03-04 06:37:58 main:574] : INFO : Epoch 1651 | loss: 0.0311369 | val_loss: 0.0311448 | Time: 3101 ms [2021-03-04 06:38:01 main:574] : INFO : Epoch 1652 | loss: 0.0311378 | val_loss: 0.0311457 | Time: 3118.19 ms [2021-03-04 06:38:05 main:574] : INFO : Epoch 1653 | loss: 0.0311385 | val_loss: 0.031146 | Time: 3109.97 ms [2021-03-04 06:38:08 main:574] : INFO : Epoch 1654 | loss: 0.031137 | val_loss: 0.0311448 | Time: 3076.51 ms [2021-03-04 06:38:11 main:574] : INFO : Epoch 1655 | loss: 0.0311371 | val_loss: 0.0311431 | Time: 3113.39 ms [2021-03-04 06:38:14 main:574] : INFO : Epoch 1656 | loss: 0.0311384 | val_loss: 0.0311467 | Time: 3083.61 ms [2021-03-04 06:38:17 main:574] : INFO : Epoch 1657 | loss: 0.0311422 | val_loss: 0.0311463 | Time: 3129.47 ms [2021-03-04 06:38:20 main:574] : INFO : Epoch 1658 | loss: 0.0311431 | val_loss: 0.0311452 | Time: 3102.01 ms [2021-03-04 06:38:23 main:574] : INFO : Epoch 1659 | loss: 0.0311389 | val_loss: 0.031145 | Time: 3090.98 ms [2021-03-04 06:38:26 main:574] : INFO : Epoch 1660 | loss: 0.031137 | val_loss: 0.0311433 | Time: 3091.23 ms [2021-03-04 06:38:30 main:574] : INFO : Epoch 1661 | loss: 0.0311367 | val_loss: 0.0311434 | Time: 3117.28 ms [2021-03-04 06:38:33 main:574] : INFO : Epoch 1662 | loss: 0.0311372 | val_loss: 0.0311465 | Time: 3121.5 ms [2021-03-04 06:38:36 main:574] : INFO : Epoch 1663 | loss: 0.0311388 | val_loss: 0.0311456 | Time: 3114.85 ms [2021-03-04 06:38:39 main:574] : INFO : Epoch 1664 | loss: 0.0311383 | val_loss: 0.0311448 | Time: 3110.59 ms [2021-03-04 06:38:42 main:574] : INFO : Epoch 1665 | loss: 0.0311387 | val_loss: 0.0311438 | Time: 3080.35 ms [2021-03-04 06:38:45 main:574] : INFO : Epoch 1666 | loss: 0.0311373 | val_loss: 0.0311448 | Time: 3093.07 ms [2021-03-04 06:38:48 main:574] : INFO : Epoch 1667 | loss: 0.0311378 | val_loss: 0.0311473 | Time: 3119.98 ms [2021-03-04 06:38:52 main:574] : INFO : Epoch 1668 | loss: 0.0311381 | val_loss: 0.0311431 | Time: 3105.91 ms [2021-03-04 06:38:55 main:574] : INFO : Epoch 1669 | loss: 0.0311377 | val_loss: 0.0311452 | Time: 3117.42 ms [2021-03-04 06:38:58 main:574] : INFO : Epoch 1670 | loss: 0.03114 | val_loss: 0.0311486 | Time: 3104.17 ms [2021-03-04 06:39:01 main:574] : INFO : Epoch 1671 | loss: 0.0311417 | val_loss: 0.0311492 | Time: 3092.23 ms [2021-03-04 06:39:04 main:574] : INFO : Epoch 1672 | loss: 0.0311421 | val_loss: 0.0311472 | Time: 3119.52 ms [2021-03-04 06:39:07 main:574] : INFO : Epoch 1673 | loss: 0.0311434 | val_loss: 0.0311476 | Time: 3096.16 ms [2021-03-04 06:39:10 main:574] : INFO : Epoch 1674 | loss: 0.0311431 | val_loss: 0.0311462 | Time: 3088.65 ms [2021-03-04 06:39:13 main:574] : INFO : Epoch 1675 | loss: 0.031143 | val_loss: 0.0311483 | Time: 3105.4 ms [2021-03-04 06:39:17 main:574] : INFO : Epoch 1676 | loss: 0.0311462 | val_loss: 0.0311479 | Time: 3076.34 ms [2021-03-04 06:39:20 main:574] : INFO : Epoch 1677 | loss: 0.031154 | val_loss: 0.0311692 | Time: 3093.49 ms [2021-03-04 06:39:23 main:574] : INFO : Epoch 1678 | loss: 0.0311599 | val_loss: 0.0311565 | Time: 3101.95 ms [2021-03-04 06:39:26 main:574] : INFO : Epoch 1679 | loss: 0.0311611 | val_loss: 0.0311702 | Time: 3086.3 ms [2021-03-04 06:39:29 main:574] : INFO : Epoch 1680 | loss: 0.0311639 | val_loss: 0.0311661 | Time: 3141.66 ms [2021-03-04 06:39:32 main:574] : INFO : Epoch 1681 | loss: 0.0311679 | val_loss: 0.0311729 | Time: 3090.59 ms [2021-03-04 06:39:35 main:574] : INFO : Epoch 1682 | loss: 0.0311679 | val_loss: 0.0311665 | Time: 3093.19 ms [2021-03-04 06:39:39 main:574] : INFO : Epoch 1683 | loss: 0.0311607 | val_loss: 0.03116 | Time: 3095.62 ms [2021-03-04 06:39:42 main:574] : INFO : Epoch 1684 | loss: 0.0311583 | val_loss: 0.0311589 | Time: 3122.41 ms [2021-03-04 06:39:45 main:574] : INFO : Epoch 1685 | loss: 0.0311558 | val_loss: 0.0311605 | Time: 3121.05 ms [2021-03-04 06:39:48 main:574] : INFO : Epoch 1686 | loss: 0.0311566 | val_loss: 0.0311586 | Time: 3105.01 ms [2021-03-04 06:39:51 main:574] : INFO : Epoch 1687 | loss: 0.0311543 | val_loss: 0.0311579 | Time: 3117.16 ms [2021-03-04 06:39:54 main:574] : INFO : Epoch 1688 | loss: 0.0311537 | val_loss: 0.031164 | Time: 3115.53 ms [2021-03-04 06:39:57 main:574] : INFO : Epoch 1689 | loss: 0.0311581 | val_loss: 0.0311613 | Time: 3090.04 ms [2021-03-04 06:40:01 main:574] : INFO : Epoch 1690 | loss: 0.0311565 | val_loss: 0.0311568 | Time: 3102.5 ms [2021-03-04 06:40:04 main:574] : INFO : Epoch 1691 | loss: 0.0311535 | val_loss: 0.031156 | Time: 3113.41 ms [2021-03-04 06:40:07 main:574] : INFO : Epoch 1692 | loss: 0.0311554 | val_loss: 0.0311575 | Time: 3110.63 ms [2021-03-04 06:40:10 main:574] : INFO : Epoch 1693 | loss: 0.0311556 | val_loss: 0.0311656 | Time: 3126.81 ms [2021-03-04 06:40:13 main:574] : INFO : Epoch 1694 | loss: 0.0311544 | val_loss: 0.0311568 | Time: 3083.06 ms [2021-03-04 06:40:16 main:574] : INFO : Epoch 1695 | loss: 0.0311558 | val_loss: 0.0311604 | Time: 3108.85 ms [2021-03-04 06:40:19 main:574] : INFO : Epoch 1696 | loss: 0.0311533 | val_loss: 0.0311553 | Time: 3088.87 ms [2021-03-04 06:40:22 main:574] : INFO : Epoch 1697 | loss: 0.031151 | val_loss: 0.0311571 | Time: 3100.55 ms [2021-03-04 06:40:26 main:574] : INFO : Epoch 1698 | loss: 0.0311513 | val_loss: 0.0311566 | Time: 3107.64 ms [2021-03-04 06:40:29 main:574] : INFO : Epoch 1699 | loss: 0.0311549 | val_loss: 0.0311607 | Time: 3103.93 ms [2021-03-04 06:40:32 main:574] : INFO : Epoch 1700 | loss: 0.0311589 | val_loss: 0.031159 | Time: 3072.2 ms [2021-03-04 06:40:35 main:574] : INFO : Epoch 1701 | loss: 0.0311593 | val_loss: 0.0311576 | Time: 3073.95 ms [2021-03-04 06:40:38 main:574] : INFO : Epoch 1702 | loss: 0.0311605 | val_loss: 0.0311626 | Time: 3122.31 ms [2021-03-04 06:40:41 main:574] : INFO : Epoch 1703 | loss: 0.0311574 | val_loss: 0.0311579 | Time: 3136.85 ms [2021-03-04 06:40:44 main:574] : INFO : Epoch 1704 | loss: 0.0311556 | val_loss: 0.0311682 | Time: 3100.09 ms [2021-03-04 06:40:47 main:574] : INFO : Epoch 1705 | loss: 0.0311572 | val_loss: 0.0311625 | Time: 3096.37 ms [2021-03-04 06:40:51 main:574] : INFO : Epoch 1706 | loss: 0.0311614 | val_loss: 0.0311624 | Time: 3109.01 ms [2021-03-04 06:40:54 main:574] : INFO : Epoch 1707 | loss: 0.0311597 | val_loss: 0.0311602 | Time: 3111.82 ms [2021-03-04 06:40:57 main:574] : INFO : Epoch 1708 | loss: 0.0311577 | val_loss: 0.0311642 | Time: 3098.34 ms [2021-03-04 06:41:00 main:574] : INFO : Epoch 1709 | loss: 0.0311612 | val_loss: 0.0311635 | Time: 3114.58 ms [2021-03-04 06:41:03 main:574] : INFO : Epoch 1710 | loss: 0.0311565 | val_loss: 0.0311617 | Time: 3099.54 ms [2021-03-04 06:41:06 main:574] : INFO : Epoch 1711 | loss: 0.0311568 | val_loss: 0.0311625 | Time: 3109.57 ms [2021-03-04 06:41:09 main:574] : INFO : Epoch 1712 | loss: 0.0311587 | val_loss: 0.0311576 | Time: 3113.14 ms [2021-03-04 06:41:12 main:574] : INFO : Epoch 1713 | loss: 0.031158 | val_loss: 0.0311563 | Time: 3115.53 ms [2021-03-04 06:41:16 main:574] : INFO : Epoch 1714 | loss: 0.0311558 | val_loss: 0.0311548 | Time: 3096.38 ms [2021-03-04 06:41:19 main:574] : INFO : Epoch 1715 | loss: 0.0311553 | val_loss: 0.0311602 | Time: 3110.44 ms [2021-03-04 06:41:22 main:574] : INFO : Epoch 1716 | loss: 0.0311546 | val_loss: 0.0311621 | Time: 3116.85 ms [2021-03-04 06:41:25 main:574] : INFO : Epoch 1717 | loss: 0.0311526 | val_loss: 0.031164 | Time: 3111.82 ms [2021-03-04 06:41:28 main:574] : INFO : Epoch 1718 | loss: 0.0311531 | val_loss: 0.031159 | Time: 3090.53 ms [2021-03-04 06:41:31 main:574] : INFO : Epoch 1719 | loss: 0.0311526 | val_loss: 0.0311616 | Time: 3132.47 ms [2021-03-04 06:41:34 main:574] : INFO : Epoch 1720 | loss: 0.0311545 | val_loss: 0.0311601 | Time: 3102.99 ms [2021-03-04 06:41:38 main:574] : INFO : Epoch 1721 | loss: 0.031155 | val_loss: 0.0311569 | Time: 3080.82 ms [2021-03-04 06:41:41 main:574] : INFO : Epoch 1722 | loss: 0.0311521 | val_loss: 0.0311584 | Time: 3115.94 ms [2021-03-04 06:41:44 main:574] : INFO : Epoch 1723 | loss: 0.0311507 | val_loss: 0.0311599 | Time: 3105.78 ms [2021-03-04 06:41:47 main:574] : INFO : Epoch 1724 | loss: 0.0311506 | val_loss: 0.0311554 | Time: 3109.15 ms [2021-03-04 06:41:50 main:574] : INFO : Epoch 1725 | loss: 0.0311484 | val_loss: 0.0311566 | Time: 3089.09 ms [2021-03-04 06:41:53 main:574] : INFO : Epoch 1726 | loss: 0.0311491 | val_loss: 0.0311591 | Time: 3081.7 ms [2021-03-04 06:41:56 main:574] : INFO : Epoch 1727 | loss: 0.0311547 | val_loss: 0.0311654 | Time: 3093.91 ms [2021-03-04 06:42:00 main:574] : INFO : Epoch 1728 | loss: 0.0311609 | val_loss: 0.0311651 | Time: 3116.75 ms [2021-03-04 06:42:03 main:574] : INFO : Epoch 1729 | loss: 0.0311634 | val_loss: 0.0311625 | Time: 3079.71 ms [2021-03-04 06:42:06 main:574] : INFO : Epoch 1730 | loss: 0.0311666 | val_loss: 0.0311879 | Time: 3116.41 ms [2021-03-04 06:42:09 main:574] : INFO : Epoch 1731 | loss: 0.0336516 | val_loss: 0.0374858 | Time: 3094.51 ms [2021-03-04 06:42:12 main:574] : INFO : Epoch 1732 | loss: 0.0364773 | val_loss: 0.0329767 | Time: 3091.92 ms [2021-03-04 06:42:15 main:574] : INFO : Epoch 1733 | loss: 0.0318904 | val_loss: 0.0315096 | Time: 3086.11 ms [2021-03-04 06:42:18 main:574] : INFO : Epoch 1734 | loss: 0.0313271 | val_loss: 0.031265 | Time: 3108.15 ms [2021-03-04 06:42:21 main:574] : INFO : Epoch 1735 | loss: 0.0312166 | val_loss: 0.0312035 | Time: 3064.99 ms [2021-03-04 06:42:25 main:574] : INFO : Epoch 1736 | loss: 0.0311929 | val_loss: 0.0311905 | Time: 3112.27 ms [2021-03-04 06:42:28 main:574] : INFO : Epoch 1737 | loss: 0.0311887 | val_loss: 0.0311909 | Time: 3140.11 ms [2021-03-04 06:42:31 main:574] : INFO : Epoch 1738 | loss: 0.0311873 | val_loss: 0.0311884 | Time: 3100.68 ms [2021-03-04 06:42:34 main:574] : INFO : Epoch 1739 | loss: 0.0311851 | val_loss: 0.0311876 | Time: 3111.22 ms [2021-03-04 06:42:37 main:574] : INFO : Epoch 1740 | loss: 0.0311834 | val_loss: 0.0311857 | Time: 3087.27 ms [2021-03-04 06:42:40 main:574] : INFO : Epoch 1741 | loss: 0.0311825 | val_loss: 0.0311847 | Time: 3080.44 ms [2021-03-04 06:42:43 main:574] : INFO : Epoch 1742 | loss: 0.0311817 | val_loss: 0.0311838 | Time: 3104.65 ms [2021-03-04 06:42:46 main:574] : INFO : Epoch 1743 | loss: 0.0311808 | val_loss: 0.0311835 | Time: 3089.41 ms [2021-03-04 06:42:50 main:574] : INFO : Epoch 1744 | loss: 0.0311805 | val_loss: 0.0311837 | Time: 3137.19 ms [2021-03-04 06:42:53 main:574] : INFO : Epoch 1745 | loss: 0.0311796 | val_loss: 0.0311837 | Time: 3089.78 ms [2021-03-04 06:42:56 main:574] : INFO : Epoch 1746 | loss: 0.0311793 | val_loss: 0.0311855 | Time: 3107.43 ms [2021-03-04 06:42:59 main:574] : INFO : Epoch 1747 | loss: 0.0311799 | val_loss: 0.0311824 | Time: 3082.58 ms [2021-03-04 06:43:02 main:574] : INFO : Epoch 1748 | loss: 0.0311789 | val_loss: 0.0311831 | Time: 3084.63 ms [2021-03-04 06:43:05 main:574] : INFO : Epoch 1749 | loss: 0.0311779 | val_loss: 0.0311815 | Time: 3110.51 ms [2021-03-04 06:43:08 main:574] : INFO : Epoch 1750 | loss: 0.0311755 | val_loss: 0.031179 | Time: 3103.84 ms [2021-03-04 06:43:11 main:574] : INFO : Epoch 1751 | loss: 0.0311747 | val_loss: 0.0311784 | Time: 3099.34 ms [2021-03-04 06:43:15 main:574] : INFO : Epoch 1752 | loss: 0.0311735 | val_loss: 0.0311766 | Time: 3093.34 ms [2021-03-04 06:43:18 main:574] : INFO : Epoch 1753 | loss: 0.0311732 | val_loss: 0.0311777 | Time: 3092.84 ms [2021-03-04 06:43:21 main:574] : INFO : Epoch 1754 | loss: 0.0311741 | val_loss: 0.0311774 | Time: 3106.79 ms [2021-03-04 06:43:24 main:574] : INFO : Epoch 1755 | loss: 0.0311732 | val_loss: 0.031177 | Time: 3087.94 ms [2021-03-04 06:43:27 main:574] : INFO : Epoch 1756 | loss: 0.0311731 | val_loss: 0.0311764 | Time: 3111.06 ms [2021-03-04 06:43:30 main:574] : INFO : Epoch 1757 | loss: 0.0311727 | val_loss: 0.0311759 | Time: 3110.67 ms [2021-03-04 06:43:33 main:574] : INFO : Epoch 1758 | loss: 0.031174 | val_loss: 0.0311802 | Time: 3063.12 ms [2021-03-04 06:43:36 main:574] : INFO : Epoch 1759 | loss: 0.0311732 | val_loss: 0.031176 | Time: 3098.82 ms [2021-03-04 06:43:40 main:574] : INFO : Epoch 1760 | loss: 0.031173 | val_loss: 0.0311776 | Time: 3078.17 ms [2021-03-04 06:43:43 main:574] : INFO : Epoch 1761 | loss: 0.0311727 | val_loss: 0.0311773 | Time: 3110.85 ms [2021-03-04 06:43:46 main:574] : INFO : Epoch 1762 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 3100.45 ms [2021-03-04 06:43:49 main:574] : INFO : Epoch 1763 | loss: 0.0311732 | val_loss: 0.0311762 | Time: 3082.95 ms [2021-03-04 06:43:52 main:574] : INFO : Epoch 1764 | loss: 0.0311729 | val_loss: 0.0311754 | Time: 3102.87 ms [2021-03-04 06:43:55 main:574] : INFO : Epoch 1765 | loss: 0.0311724 | val_loss: 0.031175 | Time: 3094.94 ms [2021-03-04 06:43:58 main:574] : INFO : Epoch 1766 | loss: 0.0311716 | val_loss: 0.0311753 | Time: 3099.22 ms [2021-03-04 06:44:01 main:574] : INFO : Epoch 1767 | loss: 0.0311715 | val_loss: 0.0311755 | Time: 3093.87 ms [2021-03-04 06:44:05 main:574] : INFO : Epoch 1768 | loss: 0.0311718 | val_loss: 0.0311753 | Time: 3086.78 ms [2021-03-04 06:44:08 main:574] : INFO : Epoch 1769 | loss: 0.0311721 | val_loss: 0.0311755 | Time: 3081.74 ms [2021-03-04 06:44:11 main:574] : INFO : Epoch 1770 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 3101.18 ms [2021-03-04 06:44:14 main:574] : INFO : Epoch 1771 | loss: 0.0311714 | val_loss: 0.0311763 | Time: 3119.91 ms [2021-03-04 06:44:17 main:574] : INFO : Epoch 1772 | loss: 0.0311714 | val_loss: 0.0311762 | Time: 3111.33 ms [2021-03-04 06:44:20 main:574] : INFO : Epoch 1773 | loss: 0.0311721 | val_loss: 0.0311756 | Time: 3112.93 ms [2021-03-04 06:44:23 main:574] : INFO : Epoch 1774 | loss: 0.0311712 | val_loss: 0.0311749 | Time: 3088.14 ms [2021-03-04 06:44:27 main:574] : INFO : Epoch 1775 | loss: 0.0311714 | val_loss: 0.0311752 | Time: 3098.5 ms [2021-03-04 06:44:30 main:574] : INFO : Epoch 1776 | loss: 0.0311704 | val_loss: 0.0311745 | Time: 3075.59 ms [2021-03-04 06:44:33 main:574] : INFO : Epoch 1777 | loss: 0.0311696 | val_loss: 0.0311738 | Time: 3110.97 ms [2021-03-04 06:44:36 main:574] : INFO : Epoch 1778 | loss: 0.031171 | val_loss: 0.0311746 | Time: 3087.45 ms [2021-03-04 06:44:39 main:574] : INFO : Epoch 1779 | loss: 0.0311725 | val_loss: 0.0311749 | Time: 3114.43 ms [2021-03-04 06:44:42 main:574] : INFO : Epoch 1780 | loss: 0.0311732 | val_loss: 0.0311794 | Time: 3097.09 ms [2021-03-04 06:44:45 main:574] : INFO : Epoch 1781 | loss: 0.0311761 | val_loss: 0.0311784 | Time: 3079.63 ms [2021-03-04 06:44:48 main:574] : INFO : Epoch 1782 | loss: 0.0311757 | val_loss: 0.0311778 | Time: 3128.35 ms [2021-03-04 06:44:52 main:574] : INFO : Epoch 1783 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 3101.36 ms [2021-03-04 06:44:55 main:574] : INFO : Epoch 1784 | loss: 0.0311779 | val_loss: 0.0311793 | Time: 3094.54 ms [2021-03-04 06:44:58 main:574] : INFO : Epoch 1785 | loss: 0.0311799 | val_loss: 0.0311843 | Time: 3095.26 ms [2021-03-04 06:45:01 main:574] : INFO : Epoch 1786 | loss: 0.0311839 | val_loss: 0.0311865 | Time: 3098.14 ms [2021-03-04 06:45:04 main:574] : INFO : Epoch 1787 | loss: 0.0311872 | val_loss: 0.0311951 | Time: 3095.48 ms [2021-03-04 06:45:07 main:574] : INFO : Epoch 1788 | loss: 0.0311861 | val_loss: 0.0311853 | Time: 3083.33 ms [2021-03-04 06:45:10 main:574] : INFO : Epoch 1789 | loss: 0.0311818 | val_loss: 0.0311828 | Time: 3101.22 ms [2021-03-04 06:45:13 main:574] : INFO : Epoch 1790 | loss: 0.0311808 | val_loss: 0.0311824 | Time: 3105.33 ms [2021-03-04 06:45:17 main:574] : INFO : Epoch 1791 | loss: 0.0311794 | val_loss: 0.0311802 | Time: 3091.02 ms [2021-03-04 06:45:20 main:574] : INFO : Epoch 1792 | loss: 0.0311774 | val_loss: 0.0311784 | Time: 3117.2 ms [2021-03-04 06:45:23 main:574] : INFO : Epoch 1793 | loss: 0.0311766 | val_loss: 0.0311781 | Time: 3093.65 ms [2021-03-04 06:45:26 main:574] : INFO : Epoch 1794 | loss: 0.0311763 | val_loss: 0.031178 | Time: 3120.45 ms [2021-03-04 06:45:29 main:574] : INFO : Epoch 1795 | loss: 0.0311763 | val_loss: 0.0311799 | Time: 3105.07 ms [2021-03-04 06:45:32 main:574] : INFO : Epoch 1796 | loss: 0.0311765 | val_loss: 0.0311791 | Time: 3075.2 ms [2021-03-04 06:45:35 main:574] : INFO : Epoch 1797 | loss: 0.031176 | val_loss: 0.0311787 | Time: 3090.84 ms [2021-03-04 06:45:39 main:574] : INFO : Epoch 1798 | loss: 0.0311761 | val_loss: 0.0311775 | Time: 3108.11 ms [2021-03-04 06:45:42 main:574] : INFO : Epoch 1799 | loss: 0.0311761 | val_loss: 0.0311786 | Time: 3091.89 ms [2021-03-04 06:45:45 main:574] : INFO : Epoch 1800 | loss: 0.031177 | val_loss: 0.0311786 | Time: 3128.13 ms [2021-03-04 06:45:48 main:574] : INFO : Epoch 1801 | loss: 0.0311763 | val_loss: 0.0311781 | Time: 3098.04 ms [2021-03-04 06:45:51 main:574] : INFO : Epoch 1802 | loss: 0.031176 | val_loss: 0.0311799 | Time: 3089.23 ms [2021-03-04 06:45:54 main:574] : INFO : Epoch 1803 | loss: 0.0311771 | val_loss: 0.031179 | Time: 3102.63 ms [2021-03-04 06:45:57 main:574] : INFO : Epoch 1804 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 3101.01 ms [2021-03-04 06:46:00 main:574] : INFO : Epoch 1805 | loss: 0.0311795 | val_loss: 0.0311806 | Time: 3109.64 ms [2021-03-04 06:46:04 main:574] : INFO : Epoch 1806 | loss: 0.0311791 | val_loss: 0.0311815 | Time: 3114.22 ms [2021-03-04 06:46:07 main:574] : INFO : Epoch 1807 | loss: 0.0311794 | val_loss: 0.0311865 | Time: 3103.69 ms [2021-03-04 06:46:10 main:574] : INFO : Epoch 1808 | loss: 0.0311827 | val_loss: 0.0311859 | Time: 3093.05 ms [2021-03-04 06:46:13 main:574] : INFO : Epoch 1809 | loss: 0.0311812 | val_loss: 0.0311826 | Time: 3107.72 ms [2021-03-04 06:46:16 main:574] : INFO : Epoch 1810 | loss: 0.0311812 | val_loss: 0.0311832 | Time: 3105.19 ms [2021-03-04 06:46:19 main:574] : INFO : Epoch 1811 | loss: 0.0311817 | val_loss: 0.0311852 | Time: 3109.55 ms [2021-03-04 06:46:22 main:574] : INFO : Epoch 1812 | loss: 0.0311819 | val_loss: 0.0311832 | Time: 3096.49 ms [2021-03-04 06:46:25 main:574] : INFO : Epoch 1813 | loss: 0.0311808 | val_loss: 0.0311848 | Time: 3103.43 ms [2021-03-04 06:46:29 main:574] : INFO : Epoch 1814 | loss: 0.0311804 | val_loss: 0.0311847 | Time: 3083.04 ms [2021-03-04 06:46:32 main:574] : INFO : Epoch 1815 | loss: 0.0311805 | val_loss: 0.0311849 | Time: 3089.83 ms [2021-03-04 06:46:35 main:574] : INFO : Epoch 1816 | loss: 0.0311812 | val_loss: 0.0311855 | Time: 3112.4 ms [2021-03-04 06:46:38 main:574] : INFO : Epoch 1817 | loss: 0.0311807 | val_loss: 0.0311839 | Time: 3107.38 ms [2021-03-04 06:46:41 main:574] : INFO : Epoch 1818 | loss: 0.03118 | val_loss: 0.0311836 | Time: 3089.62 ms [2021-03-04 06:46:44 main:574] : INFO : Epoch 1819 | loss: 0.03118 | val_loss: 0.0311834 | Time: 3071.81 ms [2021-03-04 06:46:47 main:574] : INFO : Epoch 1820 | loss: 0.0311797 | val_loss: 0.031184 | Time: 3086.68 ms [2021-03-04 06:46:50 main:574] : INFO : Epoch 1821 | loss: 0.0311795 | val_loss: 0.0311849 | Time: 3093.25 ms [2021-03-04 06:46:54 main:574] : INFO : Epoch 1822 | loss: 0.0311815 | val_loss: 0.0311883 | Time: 3089.72 ms [2021-03-04 06:46:57 main:574] : INFO : Epoch 1823 | loss: 0.0311801 | val_loss: 0.0311832 | Time: 3104.34 ms [2021-03-04 06:47:00 main:574] : INFO : Epoch 1824 | loss: 0.0311779 | val_loss: 0.0311846 | Time: 3078.37 ms [2021-03-04 06:47:03 main:574] : INFO : Epoch 1825 | loss: 0.0311789 | val_loss: 0.0311838 | Time: 3103.25 ms [2021-03-04 06:47:06 main:574] : INFO : Epoch 1826 | loss: 0.0311787 | val_loss: 0.0311848 | Time: 3078.39 ms [2021-03-04 06:47:09 main:574] : INFO : Epoch 1827 | loss: 0.0311789 | val_loss: 0.0311852 | Time: 3082.2 ms [2021-03-04 06:47:12 main:574] : INFO : Epoch 1828 | loss: 0.0311803 | val_loss: 0.0311861 | Time: 3105.9 ms [2021-03-04 06:47:15 main:574] : INFO : Epoch 1829 | loss: 0.0311787 | val_loss: 0.0311831 | Time: 3075.52 ms [2021-03-04 06:47:19 main:574] : INFO : Epoch 1830 | loss: 0.0311778 | val_loss: 0.0311841 | Time: 3097.85 ms [2021-03-04 06:47:22 main:574] : INFO : Epoch 1831 | loss: 0.0311776 | val_loss: 0.031184 | Time: 3108.74 ms [2021-03-04 06:47:25 main:574] : INFO : Epoch 1832 | loss: 0.0311773 | val_loss: 0.0311833 | Time: 3088.96 ms [2021-03-04 06:47:28 main:574] : INFO : Epoch 1833 | loss: 0.0311779 | val_loss: 0.031184 | Time: 3105.48 ms [2021-03-04 06:47:31 main:574] : INFO : Epoch 1834 | loss: 0.0311776 | val_loss: 0.0311825 | Time: 3107.53 ms [2021-03-04 06:47:34 main:574] : INFO : Epoch 1835 | loss: 0.0311774 | val_loss: 0.0311833 | Time: 3133.97 ms [2021-03-04 06:47:37 main:574] : INFO : Epoch 1836 | loss: 0.0311782 | val_loss: 0.0311825 | Time: 3105.14 ms [2021-03-04 06:47:41 main:574] : INFO : Epoch 1837 | loss: 0.0311775 | val_loss: 0.0311835 | Time: 3114.91 ms [2021-03-04 06:47:44 main:574] : INFO : Epoch 1838 | loss: 0.0311781 | val_loss: 0.031181 | Time: 3121.37 ms [2021-03-04 06:47:47 main:574] : INFO : Epoch 1839 | loss: 0.0311785 | val_loss: 0.0311811 | Time: 3119.6 ms [2021-03-04 06:47:50 main:574] : INFO : Epoch 1840 | loss: 0.0311741 | val_loss: 0.0311786 | Time: 3084.31 ms [2021-03-04 06:47:53 main:574] : INFO : Epoch 1841 | loss: 0.0311717 | val_loss: 0.0311777 | Time: 3110.59 ms [2021-03-04 06:47:56 main:574] : INFO : Epoch 1842 | loss: 0.0311714 | val_loss: 0.0311741 | Time: 3132.03 ms [2021-03-04 06:47:59 main:574] : INFO : Epoch 1843 | loss: 0.0311707 | val_loss: 0.0311733 | Time: 3109.13 ms [2021-03-04 06:48:02 main:574] : INFO : Epoch 1844 | loss: 0.03117 | val_loss: 0.0311737 | Time: 3111.39 ms [2021-03-04 06:48:06 main:574] : INFO : Epoch 1845 | loss: 0.0311688 | val_loss: 0.0311746 | Time: 3117.16 ms [2021-03-04 06:48:09 main:574] : INFO : Epoch 1846 | loss: 0.031168 | val_loss: 0.0311755 | Time: 3070.67 ms [2021-03-04 06:48:12 main:574] : INFO : Epoch 1847 | loss: 0.0311742 | val_loss: 0.0311787 | Time: 3080.6 ms [2021-03-04 06:48:15 main:574] : INFO : Epoch 1848 | loss: 0.031172 | val_loss: 0.0311773 | Time: 3074.94 ms [2021-03-04 06:48:18 main:574] : INFO : Epoch 1849 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 3096.34 ms [2021-03-04 06:48:21 main:574] : INFO : Epoch 1850 | loss: 0.031169 | val_loss: 0.0311762 | Time: 3093.89 ms [2021-03-04 06:48:24 main:574] : INFO : Epoch 1851 | loss: 0.0311689 | val_loss: 0.0311798 | Time: 3102.89 ms [2021-03-04 06:48:27 main:574] : INFO : Epoch 1852 | loss: 0.0311686 | val_loss: 0.0311735 | Time: 3107.76 ms [2021-03-04 06:48:31 main:574] : INFO : Epoch 1853 | loss: 0.0311689 | val_loss: 0.0311735 | Time: 3138.34 ms [2021-03-04 06:48:34 main:574] : INFO : Epoch 1854 | loss: 0.0311682 | val_loss: 0.0311772 | Time: 3134.37 ms [2021-03-04 06:48:37 main:574] : INFO : Epoch 1855 | loss: 0.0311689 | val_loss: 0.0311767 | Time: 3096.46 ms [2021-03-04 06:48:40 main:574] : INFO : Epoch 1856 | loss: 0.0311671 | val_loss: 0.0311728 | Time: 3118.56 ms [2021-03-04 06:48:43 main:574] : INFO : Epoch 1857 | loss: 0.031166 | val_loss: 0.0311747 | Time: 3093.8 ms [2021-03-04 06:48:46 main:574] : INFO : Epoch 1858 | loss: 0.0311668 | val_loss: 0.0311724 | Time: 3118.3 ms [2021-03-04 06:48:49 main:574] : INFO : Epoch 1859 | loss: 0.031169 | val_loss: 0.0311717 | Time: 3097.76 ms [2021-03-04 06:48:53 main:574] : INFO : Epoch 1860 | loss: 0.0311659 | val_loss: 0.0311714 | Time: 3116.74 ms [2021-03-04 06:48:56 main:574] : INFO : Epoch 1861 | loss: 0.0311652 | val_loss: 0.0311701 | Time: 3098.04 ms [2021-03-04 06:48:59 main:574] : INFO : Epoch 1862 | loss: 0.0311653 | val_loss: 0.031169 | Time: 3110.26 ms [2021-03-04 06:49:02 main:574] : INFO : Epoch 1863 | loss: 0.0311652 | val_loss: 0.0311697 | Time: 3118.38 ms [2021-03-04 06:49:05 main:574] : INFO : Epoch 1864 | loss: 0.0311633 | val_loss: 0.0311691 | Time: 3098.04 ms [2021-03-04 06:49:08 main:574] : INFO : Epoch 1865 | loss: 0.0311648 | val_loss: 0.0311709 | Time: 3115.91 ms [2021-03-04 06:49:11 main:574] : INFO : Epoch 1866 | loss: 0.0311649 | val_loss: 0.0311696 | Time: 3113.16 ms [2021-03-04 06:49:15 main:574] : INFO : Epoch 1867 | loss: 0.0311642 | val_loss: 0.0311681 | Time: 3100.74 ms [2021-03-04 06:49:18 main:574] : INFO : Epoch 1868 | loss: 0.0311637 | val_loss: 0.0311663 | Time: 3120.49 ms [2021-03-04 06:49:21 main:574] : INFO : Epoch 1869 | loss: 0.0311633 | val_loss: 0.0311652 | Time: 3090.28 ms [2021-03-04 06:49:24 main:574] : INFO : Epoch 1870 | loss: 0.0311625 | val_loss: 0.0311674 | Time: 3127.99 ms [2021-03-04 06:49:27 main:574] : INFO : Epoch 1871 | loss: 0.0311628 | val_loss: 0.0311671 | Time: 3099.62 ms [2021-03-04 06:49:30 main:574] : INFO : Epoch 1872 | loss: 0.0311653 | val_loss: 0.0311682 | Time: 3108.69 ms [2021-03-04 06:49:33 main:574] : INFO : Epoch 1873 | loss: 0.0311654 | val_loss: 0.0311695 | Time: 3112.81 ms [2021-03-04 06:49:37 main:574] : INFO : Epoch 1874 | loss: 0.0311632 | val_loss: 0.031168 | Time: 3126.8 ms [2021-03-04 06:49:40 main:574] : INFO : Epoch 1875 | loss: 0.0311631 | val_loss: 0.0311687 | Time: 3103.11 ms [2021-03-04 06:49:43 main:574] : INFO : Epoch 1876 | loss: 0.0311637 | val_loss: 0.0311692 | Time: 3090.37 ms [2021-03-04 06:49:46 main:574] : INFO : Epoch 1877 | loss: 0.0311658 | val_loss: 0.03117 | Time: 3106.66 ms [2021-03-04 06:49:49 main:574] : INFO : Epoch 1878 | loss: 0.0311665 | val_loss: 0.0311681 | Time: 3085.32 ms [2021-03-04 06:49:52 main:574] : INFO : Epoch 1879 | loss: 0.0311658 | val_loss: 0.0311675 | Time: 3106.65 ms [2021-03-04 06:49:55 main:574] : INFO : Epoch 1880 | loss: 0.0311652 | val_loss: 0.0311669 | Time: 3066.19 ms [2021-03-04 06:49:58 main:574] : INFO : Epoch 1881 | loss: 0.0311643 | val_loss: 0.0311672 | Time: 3105.89 ms [2021-03-04 06:50:02 main:574] : INFO : Epoch 1882 | loss: 0.0311659 | val_loss: 0.0311676 | Time: 3087.51 ms [2021-03-04 06:50:05 main:574] : INFO : Epoch 1883 | loss: 0.0311661 | val_loss: 0.0311712 | Time: 3106.2 ms [2021-03-04 06:50:08 main:574] : INFO : Epoch 1884 | loss: 0.0311667 | val_loss: 0.0311722 | Time: 3127.33 ms [2021-03-04 06:50:11 main:574] : INFO : Epoch 1885 | loss: 0.0311664 | val_loss: 0.0311699 | Time: 3070.28 ms [2021-03-04 06:50:14 main:574] : INFO : Epoch 1886 | loss: 0.031166 | val_loss: 0.0311716 | Time: 3111.91 ms [2021-03-04 06:50:17 main:574] : INFO : Epoch 1887 | loss: 0.0311668 | val_loss: 0.0311675 | Time: 3079.37 ms [2021-03-04 06:50:20 main:574] : INFO : Epoch 1888 | loss: 0.0311648 | val_loss: 0.0311658 | Time: 3094.52 ms [2021-03-04 06:50:23 main:574] : INFO : Epoch 1889 | loss: 0.0311638 | val_loss: 0.0311652 | Time: 3085.13 ms [2021-03-04 06:50:27 main:574] : INFO : Epoch 1890 | loss: 0.0311642 | val_loss: 0.0311691 | Time: 3057.87 ms [2021-03-04 06:50:30 main:574] : INFO : Epoch 1891 | loss: 0.0311636 | val_loss: 0.0311644 | Time: 3081.95 ms [2021-03-04 06:50:33 main:574] : INFO : Epoch 1892 | loss: 0.0311643 | val_loss: 0.0311639 | Time: 3115.99 ms [2021-03-04 06:50:36 main:574] : INFO : Epoch 1893 | loss: 0.0311634 | val_loss: 0.0311634 | Time: 3114.56 ms [2021-03-04 06:50:39 main:574] : INFO : Epoch 1894 | loss: 0.0311619 | val_loss: 0.0311648 | Time: 3085.99 ms [2021-03-04 06:50:42 main:574] : INFO : Epoch 1895 | loss: 0.0311629 | val_loss: 0.0311661 | Time: 3111.79 ms [2021-03-04 06:50:45 main:574] : INFO : Epoch 1896 | loss: 0.0311662 | val_loss: 0.0311675 | Time: 3120.56 ms [2021-03-04 06:50:48 main:574] : INFO : Epoch 1897 | loss: 0.031164 | val_loss: 0.0311682 | Time: 3107.51 ms [2021-03-04 06:50:52 main:574] : INFO : Epoch 1898 | loss: 0.0311634 | val_loss: 0.0311652 | Time: 3071.42 ms [2021-03-04 06:50:55 main:574] : INFO : Epoch 1899 | loss: 0.031162 | val_loss: 0.0311655 | Time: 3097.39 ms [2021-03-04 06:50:58 main:574] : INFO : Epoch 1900 | loss: 0.0311627 | val_loss: 0.0311652 | Time: 3094.68 ms [2021-03-04 06:51:01 main:574] : INFO : Epoch 1901 | loss: 0.0311614 | val_loss: 0.0311681 | Time: 3092.68 ms [2021-03-04 06:51:04 main:574] : INFO : Epoch 1902 | loss: 0.0311606 | val_loss: 0.0311643 | Time: 3107.1 ms [2021-03-04 06:51:07 main:574] : INFO : Epoch 1903 | loss: 0.0311603 | val_loss: 0.0311669 | Time: 3091.8 ms [2021-03-04 06:51:10 main:574] : INFO : Epoch 1904 | loss: 0.0311612 | val_loss: 0.031166 | Time: 3104.13 ms [2021-03-04 06:51:13 main:574] : INFO : Epoch 1905 | loss: 0.0311615 | val_loss: 0.0311633 | Time: 3100.97 ms [2021-03-04 06:51:17 main:574] : INFO : Epoch 1906 | loss: 0.0311595 | val_loss: 0.0311645 | Time: 3124.16 ms [2021-03-04 06:51:20 main:574] : INFO : Epoch 1907 | loss: 0.0311656 | val_loss: 0.0311638 | Time: 3146.35 ms [2021-03-04 06:51:23 main:574] : INFO : Epoch 1908 | loss: 0.0311621 | val_loss: 0.0311625 | Time: 3103.79 ms [2021-03-04 06:51:26 main:574] : INFO : Epoch 1909 | loss: 0.0311607 | val_loss: 0.0311699 | Time: 3134.29 ms [2021-03-04 06:51:29 main:574] : INFO : Epoch 1910 | loss: 0.0311664 | val_loss: 0.0311696 | Time: 3091.7 ms [2021-03-04 06:51:32 main:574] : INFO : Epoch 1911 | loss: 0.0311651 | val_loss: 0.0311674 | Time: 3115.22 ms [2021-03-04 06:51:35 main:574] : INFO : Epoch 1912 | loss: 0.0311632 | val_loss: 0.0311657 | Time: 3103.59 ms [2021-03-04 06:51:39 main:574] : INFO : Epoch 1913 | loss: 0.0311615 | val_loss: 0.0311667 | Time: 3113.77 ms [2021-03-04 06:51:42 main:574] : INFO : Epoch 1914 | loss: 0.0311627 | val_loss: 0.031165 | Time: 3096.06 ms [2021-03-04 06:51:45 main:574] : INFO : Epoch 1915 | loss: 0.0311655 | val_loss: 0.0311716 | Time: 3101.43 ms [2021-03-04 06:51:48 main:574] : INFO : Epoch 1916 | loss: 0.0311646 | val_loss: 0.0311725 | Time: 3109.08 ms [2021-03-04 06:51:51 main:574] : INFO : Epoch 1917 | loss: 0.0311618 | val_loss: 0.0311645 | Time: 3134.14 ms [2021-03-04 06:51:54 main:574] : INFO : Epoch 1918 | loss: 0.0311608 | val_loss: 0.0311703 | Time: 3089.23 ms [2021-03-04 06:51:57 main:574] : INFO : Epoch 1919 | loss: 0.0311668 | val_loss: 0.0311641 | Time: 3100.82 ms [2021-03-04 06:52:01 main:574] : INFO : Epoch 1920 | loss: 0.0311643 | val_loss: 0.0311654 | Time: 3112.88 ms [2021-03-04 06:52:04 main:574] : INFO : Epoch 1921 | loss: 0.0311634 | val_loss: 0.031165 | Time: 3092.17 ms [2021-03-04 06:52:07 main:574] : INFO : Epoch 1922 | loss: 0.0311632 | val_loss: 0.0311665 | Time: 3099.58 ms [2021-03-04 06:52:10 main:574] : INFO : Epoch 1923 | loss: 0.0311629 | val_loss: 0.0311631 | Time: 3077.32 ms [2021-03-04 06:52:13 main:574] : INFO : Epoch 1924 | loss: 0.0311641 | val_loss: 0.0311615 | Time: 3080.59 ms [2021-03-04 06:52:16 main:574] : INFO : Epoch 1925 | loss: 0.0311623 | val_loss: 0.0311634 | Time: 3078.88 ms [2021-03-04 06:52:19 main:574] : INFO : Epoch 1926 | loss: 0.0311611 | val_loss: 0.0311605 | Time: 3088.93 ms [2021-03-04 06:52:22 main:574] : INFO : Epoch 1927 | loss: 0.0311622 | val_loss: 0.0311602 | Time: 3091.5 ms [2021-03-04 06:52:25 main:574] : INFO : Epoch 1928 | loss: 0.0311607 | val_loss: 0.0311597 | Time: 3116.11 ms [2021-03-04 06:52:29 main:574] : INFO : Epoch 1929 | loss: 0.0311606 | val_loss: 0.0311606 | Time: 3104.25 ms [2021-03-04 06:52:32 main:574] : INFO : Epoch 1930 | loss: 0.0311602 | val_loss: 0.0311601 | Time: 3075.6 ms [2021-03-04 06:52:35 main:574] : INFO : Epoch 1931 | loss: 0.0311595 | val_loss: 0.0311589 | Time: 3092.7 ms [2021-03-04 06:52:38 main:574] : INFO : Epoch 1932 | loss: 0.03116 | val_loss: 0.0311614 | Time: 3119.01 ms [2021-03-04 06:52:41 main:574] : INFO : Epoch 1933 | loss: 0.0311599 | val_loss: 0.0311607 | Time: 3081.27 ms [2021-03-04 06:52:44 main:574] : INFO : Epoch 1934 | loss: 0.0311603 | val_loss: 0.0311601 | Time: 3106.7 ms [2021-03-04 06:52:47 main:574] : INFO : Epoch 1935 | loss: 0.0311609 | val_loss: 0.0311601 | Time: 3108.07 ms [2021-03-04 06:52:51 main:574] : INFO : Epoch 1936 | loss: 0.0311594 | val_loss: 0.0311595 | Time: 3111.64 ms [2021-03-04 06:52:54 main:574] : INFO : Epoch 1937 | loss: 0.0311607 | val_loss: 0.0311634 | Time: 3110.18 ms [2021-03-04 06:52:57 main:574] : INFO : Epoch 1938 | loss: 0.0311601 | val_loss: 0.0311616 | Time: 3089.82 ms [2021-03-04 06:53:00 main:574] : INFO : Epoch 1939 | loss: 0.0311605 | val_loss: 0.0311603 | Time: 3118.04 ms [2021-03-04 06:53:03 main:574] : INFO : Epoch 1940 | loss: 0.0311619 | val_loss: 0.0311686 | Time: 3083.84 ms [2021-03-04 06:53:06 main:574] : INFO : Epoch 1941 | loss: 0.0311617 | val_loss: 0.031162 | Time: 3080.37 ms [2021-03-04 06:53:09 main:574] : INFO : Epoch 1942 | loss: 0.0311593 | val_loss: 0.0311603 | Time: 3132.47 ms [2021-03-04 06:53:12 main:574] : INFO : Epoch 1943 | loss: 0.0311589 | val_loss: 0.0311598 | Time: 3100.56 ms [2021-03-04 06:53:16 main:574] : INFO : Epoch 1944 | loss: 0.0311581 | val_loss: 0.0311625 | Time: 3098.21 ms [2021-03-04 06:53:19 main:574] : INFO : Epoch 1945 | loss: 0.03116 | val_loss: 0.031159 | Time: 3106.76 ms [2021-03-04 06:53:22 main:574] : INFO : Epoch 1946 | loss: 0.0311596 | val_loss: 0.0311602 | Time: 3090.26 ms [2021-03-04 06:53:25 main:574] : INFO : Epoch 1947 | loss: 0.0311591 | val_loss: 0.0311602 | Time: 3111.27 ms [2021-03-04 06:53:28 main:574] : INFO : Epoch 1948 | loss: 0.031159 | val_loss: 0.0311588 | Time: 3090.93 ms [2021-03-04 06:53:31 main:574] : INFO : Epoch 1949 | loss: 0.031159 | val_loss: 0.0311595 | Time: 3098.46 ms [2021-03-04 06:53:34 main:574] : INFO : Epoch 1950 | loss: 0.0311583 | val_loss: 0.0311607 | Time: 3110.39 ms [2021-03-04 06:53:38 main:574] : INFO : Epoch 1951 | loss: 0.0311596 | val_loss: 0.0311613 | Time: 3098.43 ms [2021-03-04 06:53:41 main:574] : INFO : Epoch 1952 | loss: 0.0311589 | val_loss: 0.0311608 | Time: 3134.89 ms [2021-03-04 06:53:44 main:574] : INFO : Epoch 1953 | loss: 0.0311581 | val_loss: 0.0311591 | Time: 3101.68 ms [2021-03-04 06:53:47 main:574] : INFO : Epoch 1954 | loss: 0.0311583 | val_loss: 0.0311598 | Time: 3099.74 ms [2021-03-04 06:53:50 main:574] : INFO : Epoch 1955 | loss: 0.031159 | val_loss: 0.0311597 | Time: 3139.66 ms [2021-03-04 06:53:53 main:574] : INFO : Epoch 1956 | loss: 0.0311581 | val_loss: 0.0311585 | Time: 3127.77 ms [2021-03-04 06:53:56 main:574] : INFO : Epoch 1957 | loss: 0.0311578 | val_loss: 0.0311585 | Time: 3098.12 ms [2021-03-04 06:54:00 main:574] : INFO : Epoch 1958 | loss: 0.0311581 | val_loss: 0.0311599 | Time: 3130.81 ms [2021-03-04 06:54:03 main:574] : INFO : Epoch 1959 | loss: 0.0311573 | val_loss: 0.0311597 | Time: 3105.87 ms [2021-03-04 06:54:06 main:574] : INFO : Epoch 1960 | loss: 0.031157 | val_loss: 0.0311589 | Time: 3111.98 ms [2021-03-04 06:54:09 main:574] : INFO : Epoch 1961 | loss: 0.0311576 | val_loss: 0.0311611 | Time: 3116.81 ms [2021-03-04 06:54:12 main:574] : INFO : Epoch 1962 | loss: 0.0311597 | val_loss: 0.0311603 | Time: 3110.63 ms [2021-03-04 06:54:15 main:574] : INFO : Epoch 1963 | loss: 0.0311572 | val_loss: 0.0311612 | Time: 3087.54 ms [2021-03-04 06:54:18 main:574] : INFO : Epoch 1964 | loss: 0.0311581 | val_loss: 0.0311659 | Time: 3132.19 ms [2021-03-04 06:54:22 main:574] : INFO : Epoch 1965 | loss: 0.0311575 | val_loss: 0.0311594 | Time: 3110.29 ms [2021-03-04 06:54:25 main:574] : INFO : Epoch 1966 | loss: 0.0311571 | val_loss: 0.0311585 | Time: 3113.69 ms [2021-03-04 06:54:28 main:574] : INFO : Epoch 1967 | loss: 0.0311583 | val_loss: 0.03116 | Time: 3120.9 ms [2021-03-04 06:54:31 main:574] : INFO : Epoch 1968 | loss: 0.0311585 | val_loss: 0.031158 | Time: 3133.61 ms [2021-03-04 06:54:34 main:574] : INFO : Epoch 1969 | loss: 0.0311586 | val_loss: 0.0311588 | Time: 3097.66 ms [2021-03-04 06:54:37 main:574] : INFO : Epoch 1970 | loss: 0.0311572 | val_loss: 0.0311589 | Time: 3075.81 ms [2021-03-04 06:54:40 main:574] : INFO : Epoch 1971 | loss: 0.0311577 | val_loss: 0.0311604 | Time: 3101.11 ms [2021-03-04 06:54:44 main:574] : INFO : Epoch 1972 | loss: 0.0311577 | val_loss: 0.0311576 | Time: 3110.36 ms [2021-03-04 06:54:47 main:574] : INFO : Epoch 1973 | loss: 0.0311578 | val_loss: 0.0311594 | Time: 3087.31 ms [2021-03-04 06:54:50 main:574] : INFO : Epoch 1974 | loss: 0.0311578 | val_loss: 0.0311572 | Time: 3097.03 ms [2021-03-04 06:54:53 main:574] : INFO : Epoch 1975 | loss: 0.0311576 | val_loss: 0.0311583 | Time: 3122.57 ms [2021-03-04 06:54:56 main:574] : INFO : Epoch 1976 | loss: 0.031158 | val_loss: 0.0311591 | Time: 3087.46 ms [2021-03-04 06:54:59 main:574] : INFO : Epoch 1977 | loss: 0.0311591 | val_loss: 0.031162 | Time: 3110.34 ms [2021-03-04 06:55:02 main:574] : INFO : Epoch 1978 | loss: 0.0311611 | val_loss: 0.0311602 | Time: 3081.29 ms [2021-03-04 06:55:05 main:574] : INFO : Epoch 1979 | loss: 0.0311606 | val_loss: 0.03116 | Time: 3095.61 ms [2021-03-04 06:55:09 main:574] : INFO : Epoch 1980 | loss: 0.0311594 | val_loss: 0.0311628 | Time: 3090.56 ms [2021-03-04 06:55:12 main:574] : INFO : Epoch 1981 | loss: 0.0311589 | val_loss: 0.0311592 | Time: 3091.21 ms [2021-03-04 06:55:15 main:574] : INFO : Epoch 1982 | loss: 0.0311573 | val_loss: 0.0311587 | Time: 3123.17 ms [2021-03-04 06:55:18 main:574] : INFO : Epoch 1983 | loss: 0.0311568 | val_loss: 0.0311622 | Time: 3108.7 ms [2021-03-04 06:55:21 main:574] : INFO : Epoch 1984 | loss: 0.0311584 | val_loss: 0.0311619 | Time: 3093.55 ms [2021-03-04 06:55:24 main:574] : INFO : Epoch 1985 | loss: 0.0311561 | val_loss: 0.0311582 | Time: 3104.17 ms [2021-03-04 06:55:27 main:574] : INFO : Epoch 1986 | loss: 0.0311564 | val_loss: 0.0311614 | Time: 3120.31 ms [2021-03-04 06:55:31 main:574] : INFO : Epoch 1987 | loss: 0.0311573 | val_loss: 0.0311595 | Time: 3118.92 ms [2021-03-04 06:55:34 main:574] : INFO : Epoch 1988 | loss: 0.0311569 | val_loss: 0.0311589 | Time: 3092.95 ms [2021-03-04 06:55:37 main:574] : INFO : Epoch 1989 | loss: 0.0311566 | val_loss: 0.031159 | Time: 3089.89 ms [2021-03-04 06:55:40 main:574] : INFO : Epoch 1990 | loss: 0.0311548 | val_loss: 0.0311567 | Time: 3099.95 ms [2021-03-04 06:55:43 main:574] : INFO : Epoch 1991 | loss: 0.0311546 | val_loss: 0.0311589 | Time: 3086.1 ms [2021-03-04 06:55:46 main:574] : INFO : Epoch 1992 | loss: 0.0311547 | val_loss: 0.0311596 | Time: 3082.29 ms [2021-03-04 06:55:49 main:574] : INFO : Epoch 1993 | loss: 0.031154 | val_loss: 0.0311563 | Time: 3084.81 ms [2021-03-04 06:55:52 main:574] : INFO : Epoch 1994 | loss: 0.0311549 | val_loss: 0.0311553 | Time: 3108.15 ms [2021-03-04 06:55:56 main:574] : INFO : Epoch 1995 | loss: 0.0311556 | val_loss: 0.0311553 | Time: 3115.15 ms [2021-03-04 06:55:59 main:574] : INFO : Epoch 1996 | loss: 0.0311544 | val_loss: 0.0311553 | Time: 3092.64 ms [2021-03-04 06:56:02 main:574] : INFO : Epoch 1997 | loss: 0.031155 | val_loss: 0.0311574 | Time: 3113.07 ms [2021-03-04 06:56:05 main:574] : INFO : Epoch 1998 | loss: 0.0311541 | val_loss: 0.0311576 | Time: 3091.5 ms [2021-03-04 06:56:08 main:574] : INFO : Epoch 1999 | loss: 0.0311545 | val_loss: 0.031155 | Time: 3080.56 ms [2021-03-04 06:56:11 main:574] : INFO : Epoch 2000 | loss: 0.0311541 | val_loss: 0.0311557 | Time: 3069.01 ms [2021-03-04 06:56:14 main:574] : INFO : Epoch 2001 | loss: 0.0311553 | val_loss: 0.0311572 | Time: 3079.08 ms [2021-03-04 06:56:18 main:574] : INFO : Epoch 2002 | loss: 0.0311569 | val_loss: 0.031159 | Time: 3113.48 ms [2021-03-04 06:56:21 main:574] : INFO : Epoch 2003 | loss: 0.0311564 | val_loss: 0.0311573 | Time: 3098.77 ms [2021-03-04 06:56:24 main:574] : INFO : Epoch 2004 | loss: 0.0311526 | val_loss: 0.0311568 | Time: 3151.11 ms [2021-03-04 06:56:27 main:574] : INFO : Epoch 2005 | loss: 0.0311528 | val_loss: 0.0311579 | Time: 3096.59 ms [2021-03-04 06:56:30 main:574] : INFO : Epoch 2006 | loss: 0.0311537 | val_loss: 0.0311585 | Time: 3075.7 ms [2021-03-04 06:56:33 main:574] : INFO : Epoch 2007 | loss: 0.031153 | val_loss: 0.0311574 | Time: 3089.63 ms [2021-03-04 06:56:36 main:574] : INFO : Epoch 2008 | loss: 0.0311539 | val_loss: 0.0311562 | Time: 3124.86 ms [2021-03-04 06:56:39 main:574] : INFO : Epoch 2009 | loss: 0.0311546 | val_loss: 0.0311619 | Time: 3121.36 ms [2021-03-04 06:56:43 main:574] : INFO : Epoch 2010 | loss: 0.0311572 | val_loss: 0.0311569 | Time: 3112.32 ms [2021-03-04 06:56:46 main:574] : INFO : Epoch 2011 | loss: 0.0311559 | val_loss: 0.031158 | Time: 3075.71 ms [2021-03-04 06:56:49 main:574] : INFO : Epoch 2012 | loss: 0.031155 | val_loss: 0.0311562 | Time: 3122 ms [2021-03-04 06:56:52 main:574] : INFO : Epoch 2013 | loss: 0.0311542 | val_loss: 0.0311559 | Time: 3099.08 ms [2021-03-04 06:56:55 main:574] : INFO : Epoch 2014 | loss: 0.0311547 | val_loss: 0.0311597 | Time: 3120.44 ms [2021-03-04 06:56:58 main:574] : INFO : Epoch 2015 | loss: 0.031156 | val_loss: 0.0311591 | Time: 3126.93 ms [2021-03-04 06:57:01 main:574] : INFO : Epoch 2016 | loss: 0.0311542 | val_loss: 0.031158 | Time: 3101.2 ms [2021-03-04 06:57:05 main:574] : INFO : Epoch 2017 | loss: 0.0311519 | val_loss: 0.0311576 | Time: 3122.65 ms [2021-03-04 06:57:08 main:574] : INFO : Epoch 2018 | loss: 0.0311523 | val_loss: 0.0311571 | Time: 3078.39 ms [2021-03-04 06:57:11 main:574] : INFO : Epoch 2019 | loss: 0.0311525 | val_loss: 0.031157 | Time: 3084.69 ms [2021-03-04 06:57:14 main:574] : INFO : Epoch 2020 | loss: 0.0311516 | val_loss: 0.0311568 | Time: 3116.35 ms [2021-03-04 06:57:17 main:574] : INFO : Epoch 2021 | loss: 0.0311521 | val_loss: 0.0311576 | Time: 3124.82 ms [2021-03-04 06:57:20 main:574] : INFO : Epoch 2022 | loss: 0.0311535 | val_loss: 0.0311556 | Time: 3111.44 ms [2021-03-04 06:57:23 main:574] : INFO : Epoch 2023 | loss: 0.0311536 | val_loss: 0.0311564 | Time: 3095.35 ms [2021-03-04 06:57:26 main:574] : INFO : Epoch 2024 | loss: 0.0311516 | val_loss: 0.0311557 | Time: 3113.12 ms [2021-03-04 06:57:30 main:574] : INFO : Epoch 2025 | loss: 0.0311519 | val_loss: 0.0311573 | Time: 3116.58 ms [2021-03-04 06:57:33 main:574] : INFO : Epoch 2026 | loss: 0.0311512 | val_loss: 0.0311543 | Time: 3116.13 ms [2021-03-04 06:57:36 main:574] : INFO : Epoch 2027 | loss: 0.0311523 | val_loss: 0.0311569 | Time: 3105.72 ms [2021-03-04 06:57:39 main:574] : INFO : Epoch 2028 | loss: 0.0311522 | val_loss: 0.0311616 | Time: 3121.04 ms [2021-03-04 06:57:42 main:574] : INFO : Epoch 2029 | loss: 0.0311527 | val_loss: 0.0311555 | Time: 3123.7 ms [2021-03-04 06:57:45 main:574] : INFO : Epoch 2030 | loss: 0.0311569 | val_loss: 0.0311588 | Time: 3096.26 ms [2021-03-04 06:57:49 main:574] : INFO : Epoch 2031 | loss: 0.0311537 | val_loss: 0.0311685 | Time: 3120.28 ms [2021-03-04 06:57:52 main:574] : INFO : Epoch 2032 | loss: 0.0311519 | val_loss: 0.031161 | Time: 3094.99 ms [2021-03-04 06:57:55 main:574] : INFO : Epoch 2033 | loss: 0.0311555 | val_loss: 0.0311592 | Time: 3113.38 ms [2021-03-04 06:57:58 main:574] : INFO : Epoch 2034 | loss: 0.0311544 | val_loss: 0.0311592 | Time: 3120.03 ms [2021-03-04 06:58:01 main:574] : INFO : Epoch 2035 | loss: 0.0311541 | val_loss: 0.0311586 | Time: 3112.93 ms [2021-03-04 06:58:04 main:574] : INFO : Epoch 2036 | loss: 0.0311548 | val_loss: 0.0311547 | Time: 3106.46 ms [2021-03-04 06:58:07 main:574] : INFO : Epoch 2037 | loss: 0.0311531 | val_loss: 0.0311538 | Time: 3084.21 ms [2021-03-04 06:58:10 main:574] : INFO : Epoch 2038 | loss: 0.0311522 | val_loss: 0.031154 | Time: 3104.99 ms [2021-03-04 06:58:14 main:574] : INFO : Epoch 2039 | loss: 0.0311517 | val_loss: 0.031154 | Time: 3098.28 ms [2021-03-04 06:58:17 main:574] : INFO : Epoch 2040 | loss: 0.0311518 | val_loss: 0.0311584 | Time: 3072.93 ms [2021-03-04 06:58:20 main:574] : INFO : Epoch 2041 | loss: 0.031152 | val_loss: 0.0311538 | Time: 3104.22 ms [2021-03-04 06:58:23 main:574] : INFO : Epoch 2042 | loss: 0.0311521 | val_loss: 0.0311604 | Time: 3091.69 ms [2021-03-04 06:58:26 main:574] : INFO : Epoch 2043 | loss: 0.0311545 | val_loss: 0.0311567 | Time: 3113.31 ms [2021-03-04 06:58:29 main:574] : INFO : Epoch 2044 | loss: 0.0311539 | val_loss: 0.031157 | Time: 3085.72 ms [2021-03-04 06:58:32 main:574] : INFO : Epoch 2045 | loss: 0.0311526 | val_loss: 0.0311586 | Time: 3094.68 ms [2021-03-04 06:58:35 main:574] : INFO : Epoch 2046 | loss: 0.0311561 | val_loss: 0.0311567 | Time: 3120.8 ms [2021-03-04 06:58:39 main:574] : INFO : Epoch 2047 | loss: 0.0311536 | val_loss: 0.0311568 | Time: 3087.9 ms [2021-03-04 06:58:42 main:574] : INFO : Epoch 2048 | loss: 0.0311524 | val_loss: 0.0311547 | Time: 3093.96 ms [2021-03-04 06:58:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311547 [2021-03-04 06:58:42 main:603] : INFO : Saving end state to config to file [2021-03-04 06:58:42 main:608] : INFO : Success, exiting.. 06:58:42 (1896): 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)