Task 4135401
| Name | ParityMachine-1612383039-16695-4_0 |
| Workunit | 2245829 |
| Created | 20 Feb 2021, 12:52:28 UTC |
| Sent | 4 Mar 2021, 13:06:42 UTC |
| Report deadline | 11 Mar 2021, 13:06:42 UTC |
| Received | 4 Mar 2021, 14:56:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 47 min 22 sec |
| CPU time | 1 hours 45 min 24 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311418 | val_loss: 0.0311611 | Time: 3111.7 ms
[2021-03-04 15:29:33 main:574] : INFO : Epoch 1543 | loss: 0.0311439 | val_loss: 0.0311601 | Time: 3108.55 ms
[2021-03-04 15:29:36 main:574] : INFO : Epoch 1544 | loss: 0.0311447 | val_loss: 0.0311617 | Time: 3113.48 ms
[2021-03-04 15:29:39 main:574] : INFO : Epoch 1545 | loss: 0.0311445 | val_loss: 0.0311614 | Time: 3097.93 ms
[2021-03-04 15:29:42 main:574] : INFO : Epoch 1546 | loss: 0.0311463 | val_loss: 0.0311658 | Time: 3108.34 ms
[2021-03-04 15:29:46 main:574] : INFO : Epoch 1547 | loss: 0.0311555 | val_loss: 0.0311629 | Time: 3160.46 ms
[2021-03-04 15:29:49 main:574] : INFO : Epoch 1548 | loss: 0.0311535 | val_loss: 0.0311643 | Time: 3083.09 ms
[2021-03-04 15:29:52 main:574] : INFO : Epoch 1549 | loss: 0.031151 | val_loss: 0.0311625 | Time: 3117.14 ms
[2021-03-04 15:29:55 main:574] : INFO : Epoch 1550 | loss: 0.0311512 | val_loss: 0.031163 | Time: 3094.78 ms
[2021-03-04 15:29:58 main:574] : INFO : Epoch 1551 | loss: 0.0311512 | val_loss: 0.0311621 | Time: 3109.01 ms
[2021-03-04 15:30:01 main:574] : INFO : Epoch 1552 | loss: 0.0311499 | val_loss: 0.0311627 | Time: 3115.08 ms
[2021-03-04 15:30:05 main:574] : INFO : Epoch 1553 | loss: 0.0311502 | val_loss: 0.0311651 | Time: 3134.44 ms
[2021-03-04 15:30:08 main:574] : INFO : Epoch 1554 | loss: 0.0311504 | val_loss: 0.0311606 | Time: 3148.63 ms
[2021-03-04 15:30:11 main:574] : INFO : Epoch 1555 | loss: 0.031148 | val_loss: 0.0311607 | Time: 3126.92 ms
[2021-03-04 15:30:14 main:574] : INFO : Epoch 1556 | loss: 0.031148 | val_loss: 0.0311601 | Time: 3101.78 ms
[2021-03-04 15:30:17 main:574] : INFO : Epoch 1557 | loss: 0.0311465 | val_loss: 0.0311606 | Time: 3104.82 ms
[2021-03-04 15:30:20 main:574] : INFO : Epoch 1558 | loss: 0.0311476 | val_loss: 0.0311599 | Time: 3118.83 ms
[2021-03-04 15:30:23 main:574] : INFO : Epoch 1559 | loss: 0.0311503 | val_loss: 0.0311627 | Time: 3086.67 ms
[2021-03-04 15:30:26 main:574] : INFO : Epoch 1560 | loss: 0.0311542 | val_loss: 0.031163 | Time: 3123.37 ms
[2021-03-04 15:30:30 main:574] : INFO : Epoch 1561 | loss: 0.0311525 | val_loss: 0.0311625 | Time: 3111.69 ms
[2021-03-04 15:30:33 main:574] : INFO : Epoch 1562 | loss: 0.031151 | val_loss: 0.0311633 | Time: 3159.48 ms
[2021-03-04 15:30:36 main:574] : INFO : Epoch 1563 | loss: 0.0311505 | val_loss: 0.0311616 | Time: 3143.64 ms
[2021-03-04 15:30:39 main:574] : INFO : Epoch 1564 | loss: 0.0311504 | val_loss: 0.0311623 | Time: 3121.3 ms
[2021-03-04 15:30:42 main:574] : INFO : Epoch 1565 | loss: 0.0311521 | val_loss: 0.0311629 | Time: 3128.47 ms
[2021-03-04 15:30:45 main:574] : INFO : Epoch 1566 | loss: 0.0311499 | val_loss: 0.0311621 | Time: 3135.18 ms
[2021-03-04 15:30:49 main:574] : INFO : Epoch 1567 | loss: 0.0311504 | val_loss: 0.0311632 | Time: 3133.37 ms
[2021-03-04 15:30:52 main:574] : INFO : Epoch 1568 | loss: 0.031152 | val_loss: 0.0311638 | Time: 3157.31 ms
[2021-03-04 15:30:55 main:574] : INFO : Epoch 1569 | loss: 0.0311509 | val_loss: 0.0311606 | Time: 3128.85 ms
[2021-03-04 15:30:58 main:574] : INFO : Epoch 1570 | loss: 0.0311496 | val_loss: 0.0311618 | Time: 3127.88 ms
[2021-03-04 15:31:01 main:574] : INFO : Epoch 1571 | loss: 0.0311477 | val_loss: 0.0311638 | Time: 3138.59 ms
[2021-03-04 15:31:04 main:574] : INFO : Epoch 1572 | loss: 0.0311478 | val_loss: 0.03116 | Time: 3101.59 ms
[2021-03-04 15:31:08 main:574] : INFO : Epoch 1573 | loss: 0.0311477 | val_loss: 0.031162 | Time: 3108.1 ms
[2021-03-04 15:31:11 main:574] : INFO : Epoch 1574 | loss: 0.0311482 | val_loss: 0.0311625 | Time: 3121.92 ms
[2021-03-04 15:31:14 main:574] : INFO : Epoch 1575 | loss: 0.0311494 | val_loss: 0.03116 | Time: 3112.45 ms
[2021-03-04 15:31:17 main:574] : INFO : Epoch 1576 | loss: 0.0311497 | val_loss: 0.0311617 | Time: 3101.47 ms
[2021-03-04 15:31:20 main:574] : INFO : Epoch 1577 | loss: 0.031149 | val_loss: 0.031161 | Time: 3135.44 ms
[2021-03-04 15:31:23 main:574] : INFO : Epoch 1578 | loss: 0.0311485 | val_loss: 0.0311613 | Time: 3113.58 ms
[2021-03-04 15:31:26 main:574] : INFO : Epoch 1579 | loss: 0.0311484 | val_loss: 0.031163 | Time: 3118.5 ms
[2021-03-04 15:31:30 main:574] : INFO : Epoch 1580 | loss: 0.031148 | val_loss: 0.0311628 | Time: 3124.79 ms
[2021-03-04 15:31:33 main:574] : INFO : Epoch 1581 | loss: 0.031151 | val_loss: 0.0311681 | Time: 3121.04 ms
[2021-03-04 15:31:36 main:574] : INFO : Epoch 1582 | loss: 0.0311492 | val_loss: 0.0311636 | Time: 3131.24 ms
[2021-03-04 15:31:39 main:574] : INFO : Epoch 1583 | loss: 0.0311477 | val_loss: 0.0311613 | Time: 3138.08 ms
[2021-03-04 15:31:42 main:574] : INFO : Epoch 1584 | loss: 0.0311489 | val_loss: 0.0311613 | Time: 3128.75 ms
[2021-03-04 15:31:45 main:574] : INFO : Epoch 1585 | loss: 0.0311493 | val_loss: 0.0311627 | Time: 3131.25 ms
[2021-03-04 15:31:49 main:574] : INFO : Epoch 1586 | loss: 0.0311496 | val_loss: 0.031161 | Time: 3098.68 ms
[2021-03-04 15:31:52 main:574] : INFO : Epoch 1587 | loss: 0.0311482 | val_loss: 0.031161 | Time: 3129.31 ms
[2021-03-04 15:31:55 main:574] : INFO : Epoch 1588 | loss: 0.0311471 | val_loss: 0.0311642 | Time: 3110.39 ms
[2021-03-04 15:31:58 main:574] : INFO : Epoch 1589 | loss: 0.031148 | val_loss: 0.0311643 | Time: 3119.33 ms
[2021-03-04 15:32:01 main:574] : INFO : Epoch 1590 | loss: 0.0311471 | val_loss: 0.0311626 | Time: 3119.08 ms
[2021-03-04 15:32:04 main:574] : INFO : Epoch 1591 | loss: 0.031146 | val_loss: 0.0311626 | Time: 3109 ms
[2021-03-04 15:32:07 main:574] : INFO : Epoch 1592 | loss: 0.0311448 | val_loss: 0.0311636 | Time: 3160.03 ms
[2021-03-04 15:32:11 main:574] : INFO : Epoch 1593 | loss: 0.0311451 | val_loss: 0.0311637 | Time: 3139.12 ms
[2021-03-04 15:32:14 main:574] : INFO : Epoch 1594 | loss: 0.0311455 | val_loss: 0.0311627 | Time: 3097.2 ms
[2021-03-04 15:32:17 main:574] : INFO : Epoch 1595 | loss: 0.0311464 | val_loss: 0.0311667 | Time: 3115.04 ms
[2021-03-04 15:32:20 main:574] : INFO : Epoch 1596 | loss: 0.0311459 | val_loss: 0.0311639 | Time: 3120.16 ms
[2021-03-04 15:32:23 main:574] : INFO : Epoch 1597 | loss: 0.0311446 | val_loss: 0.0311645 | Time: 3112.58 ms
[2021-03-04 15:32:26 main:574] : INFO : Epoch 1598 | loss: 0.0311447 | val_loss: 0.0311646 | Time: 3122.33 ms
[2021-03-04 15:32:29 main:574] : INFO : Epoch 1599 | loss: 0.0311445 | val_loss: 0.0311641 | Time: 3114.86 ms
[2021-03-04 15:32:33 main:574] : INFO : Epoch 1600 | loss: 0.0311458 | val_loss: 0.0311625 | Time: 3106.17 ms
[2021-03-04 15:32:36 main:574] : INFO : Epoch 1601 | loss: 0.0311469 | val_loss: 0.0311626 | Time: 3097.67 ms
[2021-03-04 15:32:39 main:574] : INFO : Epoch 1602 | loss: 0.0311482 | val_loss: 0.0311606 | Time: 3122.83 ms
[2021-03-04 15:32:42 main:574] : INFO : Epoch 1603 | loss: 0.0311469 | val_loss: 0.0311627 | Time: 3114.89 ms
[2021-03-04 15:32:45 main:574] : INFO : Epoch 1604 | loss: 0.0311458 | val_loss: 0.0311655 | Time: 3135.71 ms
[2021-03-04 15:32:48 main:574] : INFO : Epoch 1605 | loss: 0.0311484 | val_loss: 0.031166 | Time: 3107.27 ms
[2021-03-04 15:32:51 main:574] : INFO : Epoch 1606 | loss: 0.0311485 | val_loss: 0.0311637 | Time: 3116.37 ms
[2021-03-04 15:32:55 main:574] : INFO : Epoch 1607 | loss: 0.0311473 | val_loss: 0.0311637 | Time: 3113.47 ms
[2021-03-04 15:32:58 main:574] : INFO : Epoch 1608 | loss: 0.031148 | val_loss: 0.0311637 | Time: 3115.34 ms
[2021-03-04 15:33:01 main:574] : INFO : Epoch 1609 | loss: 0.0311482 | val_loss: 0.031164 | Time: 3119.67 ms
[2021-03-04 15:33:04 main:574] : INFO : Epoch 1610 | loss: 0.0311466 | val_loss: 0.0311639 | Time: 3137.03 ms
[2021-03-04 15:33:07 main:574] : INFO : Epoch 1611 | loss: 0.0311458 | val_loss: 0.0311645 | Time: 3099 ms
[2021-03-04 15:33:10 main:574] : INFO : Epoch 1612 | loss: 0.0311451 | val_loss: 0.0311615 | Time: 3105.63 ms
[2021-03-04 15:33:13 main:574] : INFO : Epoch 1613 | loss: 0.0311458 | val_loss: 0.0311631 | Time: 3112.82 ms
[2021-03-04 15:33:17 main:574] : INFO : Epoch 1614 | loss: 0.0311464 | val_loss: 0.0311639 | Time: 3106.22 ms
[2021-03-04 15:33:20 main:574] : INFO : Epoch 1615 | loss: 0.031146 | val_loss: 0.0311667 | Time: 3123.75 ms
[2021-03-04 15:33:23 main:574] : INFO : Epoch 1616 | loss: 0.0311458 | val_loss: 0.0311649 | Time: 3114.76 ms
[2021-03-04 15:33:26 main:574] : INFO : Epoch 1617 | loss: 0.0311455 | val_loss: 0.0311651 | Time: 3077.44 ms
[2021-03-04 15:33:29 main:574] : INFO : Epoch 1618 | loss: 0.0311451 | val_loss: 0.031165 | Time: 3102.16 ms
[2021-03-04 15:33:32 main:574] : INFO : Epoch 1619 | loss: 0.0311451 | val_loss: 0.0311642 | Time: 3104.56 ms
[2021-03-04 15:33:35 main:574] : INFO : Epoch 1620 | loss: 0.0311457 | val_loss: 0.0311669 | Time: 3117.35 ms
[2021-03-04 15:33:39 main:574] : INFO : Epoch 1621 | loss: 0.0311449 | val_loss: 0.0311641 | Time: 3102.76 ms
[2021-03-04 15:33:42 main:574] : INFO : Epoch 1622 | loss: 0.0311447 | val_loss: 0.0311614 | Time: 3111.1 ms
[2021-03-04 15:33:45 main:574] : INFO : Epoch 1623 | loss: 0.0311451 | val_loss: 0.031169 | Time: 3120.44 ms
[2021-03-04 15:33:48 main:574] : INFO : Epoch 1624 | loss: 0.0311466 | val_loss: 0.031162 | Time: 3111.66 ms
[2021-03-04 15:33:51 main:574] : INFO : Epoch 1625 | loss: 0.0311445 | val_loss: 0.031164 | Time: 3139.83 ms
[2021-03-04 15:33:54 main:574] : INFO : Epoch 1626 | loss: 0.0311441 | val_loss: 0.0311647 | Time: 3109.99 ms
[2021-03-04 15:33:57 main:574] : INFO : Epoch 1627 | loss: 0.0311429 | val_loss: 0.0311654 | Time: 3106.42 ms
[2021-03-04 15:34:01 main:574] : INFO : Epoch 1628 | loss: 0.0311453 | val_loss: 0.0311643 | Time: 3138.95 ms
[2021-03-04 15:34:04 main:574] : INFO : Epoch 1629 | loss: 0.0311473 | val_loss: 0.0311682 | Time: 3129.61 ms
[2021-03-04 15:34:07 main:574] : INFO : Epoch 1630 | loss: 0.0311451 | val_loss: 0.0311674 | Time: 3112.37 ms
[2021-03-04 15:34:10 main:574] : INFO : Epoch 1631 | loss: 0.0311462 | val_loss: 0.0311654 | Time: 3121.85 ms
[2021-03-04 15:34:13 main:574] : INFO : Epoch 1632 | loss: 0.0311453 | val_loss: 0.0311682 | Time: 3116.3 ms
[2021-03-04 15:34:16 main:574] : INFO : Epoch 1633 | loss: 0.0311459 | val_loss: 0.0311653 | Time: 3142.75 ms
[2021-03-04 15:34:19 main:574] : INFO : Epoch 1634 | loss: 0.0311435 | val_loss: 0.0311663 | Time: 3100.1 ms
[2021-03-04 15:34:23 main:574] : INFO : Epoch 1635 | loss: 0.0311435 | val_loss: 0.0311663 | Time: 3134.02 ms
[2021-03-04 15:34:26 main:574] : INFO : Epoch 1636 | loss: 0.0311447 | val_loss: 0.0311655 | Time: 3102.96 ms
[2021-03-04 15:34:29 main:574] : INFO : Epoch 1637 | loss: 0.0311439 | val_loss: 0.0311667 | Time: 3118.37 ms
[2021-03-04 15:34:32 main:574] : INFO : Epoch 1638 | loss: 0.031145 | val_loss: 0.0311653 | Time: 3129.47 ms
[2021-03-04 15:34:35 main:574] : INFO : Epoch 1639 | loss: 0.0311442 | val_loss: 0.0311654 | Time: 3116.13 ms
[2021-03-04 15:34:38 main:574] : INFO : Epoch 1640 | loss: 0.0311433 | val_loss: 0.0311662 | Time: 3126.19 ms
[2021-03-04 15:34:41 main:574] : INFO : Epoch 1641 | loss: 0.031142 | val_loss: 0.0311663 | Time: 3117.3 ms
[2021-03-04 15:34:45 main:574] : INFO : Epoch 1642 | loss: 0.0311438 | val_loss: 0.0311629 | Time: 3140.72 ms
[2021-03-04 15:34:48 main:574] : INFO : Epoch 1643 | loss: 0.0311417 | val_loss: 0.031163 | Time: 3099.8 ms
[2021-03-04 15:34:51 main:574] : INFO : Epoch 1644 | loss: 0.0311428 | val_loss: 0.0311689 | Time: 3104.55 ms
[2021-03-04 15:34:54 main:574] : INFO : Epoch 1645 | loss: 0.0311421 | val_loss: 0.0311675 | Time: 3127.96 ms
[2021-03-04 15:34:57 main:574] : INFO : Epoch 1646 | loss: 0.0311418 | val_loss: 0.0311653 | Time: 3100.51 ms
[2021-03-04 15:35:00 main:574] : INFO : Epoch 1647 | loss: 0.0311468 | val_loss: 0.0311649 | Time: 3098.42 ms
[2021-03-04 15:35:03 main:574] : INFO : Epoch 1648 | loss: 0.0311488 | val_loss: 0.0311656 | Time: 3132.71 ms
[2021-03-04 15:35:07 main:574] : INFO : Epoch 1649 | loss: 0.031148 | val_loss: 0.0311657 | Time: 3114.45 ms
[2021-03-04 15:35:10 main:574] : INFO : Epoch 1650 | loss: 0.0311453 | val_loss: 0.0311646 | Time: 3117.63 ms
[2021-03-04 15:35:13 main:574] : INFO : Epoch 1651 | loss: 0.0311451 | val_loss: 0.031166 | Time: 3128.03 ms
[2021-03-04 15:35:16 main:574] : INFO : Epoch 1652 | loss: 0.0311479 | val_loss: 0.0311657 | Time: 3125.43 ms
[2021-03-04 15:35:19 main:574] : INFO : Epoch 1653 | loss: 0.0311469 | val_loss: 0.0311681 | Time: 3121.15 ms
[2021-03-04 15:35:22 main:574] : INFO : Epoch 1654 | loss: 0.0311472 | val_loss: 0.031164 | Time: 3105.94 ms
[2021-03-04 15:35:26 main:574] : INFO : Epoch 1655 | loss: 0.0311455 | val_loss: 0.0311655 | Time: 3127.32 ms
[2021-03-04 15:35:29 main:574] : INFO : Epoch 1656 | loss: 0.0311452 | val_loss: 0.0311642 | Time: 3091.42 ms
[2021-03-04 15:35:32 main:574] : INFO : Epoch 1657 | loss: 0.031146 | val_loss: 0.0311672 | Time: 3155.1 ms
[2021-03-04 15:35:35 main:574] : INFO : Epoch 1658 | loss: 0.0311514 | val_loss: 0.0311688 | Time: 3129.44 ms
[2021-03-04 15:35:38 main:574] : INFO : Epoch 1659 | loss: 0.0311565 | val_loss: 0.031167 | Time: 3135.24 ms
[2021-03-04 15:35:41 main:574] : INFO : Epoch 1660 | loss: 0.0311541 | val_loss: 0.0311689 | Time: 3113.23 ms
[2021-03-04 15:35:44 main:574] : INFO : Epoch 1661 | loss: 0.0311528 | val_loss: 0.0311663 | Time: 3111.58 ms
[2021-03-04 15:35:48 main:574] : INFO : Epoch 1662 | loss: 0.031152 | val_loss: 0.031167 | Time: 3102.18 ms
[2021-03-04 15:35:51 main:574] : INFO : Epoch 1663 | loss: 0.031152 | val_loss: 0.0311678 | Time: 3123.58 ms
[2021-03-04 15:35:54 main:574] : INFO : Epoch 1664 | loss: 0.0311517 | val_loss: 0.0311679 | Time: 3128.02 ms
[2021-03-04 15:35:57 main:574] : INFO : Epoch 1665 | loss: 0.0311523 | val_loss: 0.0311699 | Time: 3103.73 ms
[2021-03-04 15:36:00 main:574] : INFO : Epoch 1666 | loss: 0.0311515 | val_loss: 0.0311709 | Time: 3137.95 ms
[2021-03-04 15:36:03 main:574] : INFO : Epoch 1667 | loss: 0.0311504 | val_loss: 0.0311674 | Time: 3105.85 ms
[2021-03-04 15:36:06 main:574] : INFO : Epoch 1668 | loss: 0.0311516 | val_loss: 0.0311674 | Time: 3095.8 ms
[2021-03-04 15:36:10 main:574] : INFO : Epoch 1669 | loss: 0.0311504 | val_loss: 0.0311641 | Time: 3110.51 ms
[2021-03-04 15:36:13 main:574] : INFO : Epoch 1670 | loss: 0.0311486 | val_loss: 0.0311641 | Time: 3127.96 ms
[2021-03-04 15:36:16 main:574] : INFO : Epoch 1671 | loss: 0.0311497 | val_loss: 0.0311646 | Time: 3108.59 ms
[2021-03-04 15:36:19 main:574] : INFO : Epoch 1672 | loss: 0.0311505 | val_loss: 0.0311683 | Time: 3121.08 ms
[2021-03-04 15:36:22 main:574] : INFO : Epoch 1673 | loss: 0.0311506 | val_loss: 0.0311708 | Time: 3093.81 ms
[2021-03-04 15:36:25 main:574] : INFO : Epoch 1674 | loss: 0.0311504 | val_loss: 0.031167 | Time: 3106.37 ms
[2021-03-04 15:36:28 main:574] : INFO : Epoch 1675 | loss: 0.0311486 | val_loss: 0.031165 | Time: 3138.52 ms
[2021-03-04 15:36:32 main:574] : INFO : Epoch 1676 | loss: 0.0311468 | val_loss: 0.0311642 | Time: 3143.93 ms
[2021-03-04 15:36:35 main:574] : INFO : Epoch 1677 | loss: 0.0311453 | val_loss: 0.031163 | Time: 3106.75 ms
[2021-03-04 15:36:38 main:574] : INFO : Epoch 1678 | loss: 0.0311463 | val_loss: 0.0311672 | Time: 3152.6 ms
[2021-03-04 15:36:41 main:574] : INFO : Epoch 1679 | loss: 0.0311483 | val_loss: 0.0311649 | Time: 3109.62 ms
[2021-03-04 15:36:44 main:574] : INFO : Epoch 1680 | loss: 0.0311474 | val_loss: 0.0311662 | Time: 3114.26 ms
[2021-03-04 15:36:47 main:574] : INFO : Epoch 1681 | loss: 0.0311478 | val_loss: 0.0311638 | Time: 3115.39 ms
[2021-03-04 15:36:51 main:574] : INFO : Epoch 1682 | loss: 0.0311474 | val_loss: 0.0311674 | Time: 3119.48 ms
[2021-03-04 15:36:54 main:574] : INFO : Epoch 1683 | loss: 0.0311502 | val_loss: 0.0311659 | Time: 3118.55 ms
[2021-03-04 15:36:57 main:574] : INFO : Epoch 1684 | loss: 0.0311514 | val_loss: 0.0311629 | Time: 3120.8 ms
[2021-03-04 15:37:00 main:574] : INFO : Epoch 1685 | loss: 0.0311541 | val_loss: 0.0311674 | Time: 3136.66 ms
[2021-03-04 15:37:03 main:574] : INFO : Epoch 1686 | loss: 0.0311601 | val_loss: 0.0311612 | Time: 3113.65 ms
[2021-03-04 15:37:06 main:574] : INFO : Epoch 1687 | loss: 0.0311575 | val_loss: 0.0311635 | Time: 3135.66 ms
[2021-03-04 15:37:09 main:574] : INFO : Epoch 1688 | loss: 0.0311576 | val_loss: 0.0311619 | Time: 3115.95 ms
[2021-03-04 15:37:13 main:574] : INFO : Epoch 1689 | loss: 0.0311561 | val_loss: 0.0311625 | Time: 3099.9 ms
[2021-03-04 15:37:16 main:574] : INFO : Epoch 1690 | loss: 0.0311556 | val_loss: 0.0311633 | Time: 3108.98 ms
[2021-03-04 15:37:19 main:574] : INFO : Epoch 1691 | loss: 0.0311556 | val_loss: 0.0311644 | Time: 3097.51 ms
[2021-03-04 15:37:22 main:574] : INFO : Epoch 1692 | loss: 0.0311531 | val_loss: 0.0311619 | Time: 3123.95 ms
[2021-03-04 15:37:25 main:574] : INFO : Epoch 1693 | loss: 0.0311529 | val_loss: 0.0311615 | Time: 3140.43 ms
[2021-03-04 15:37:28 main:574] : INFO : Epoch 1694 | loss: 0.0311517 | val_loss: 0.0311603 | Time: 3112.41 ms
[2021-03-04 15:37:31 main:574] : INFO : Epoch 1695 | loss: 0.0311515 | val_loss: 0.0311624 | Time: 3123.41 ms
[2021-03-04 15:37:35 main:574] : INFO : Epoch 1696 | loss: 0.0311519 | val_loss: 0.0311608 | Time: 3100.54 ms
[2021-03-04 15:37:38 main:574] : INFO : Epoch 1697 | loss: 0.0311509 | val_loss: 0.0311636 | Time: 3093.54 ms
[2021-03-04 15:37:41 main:574] : INFO : Epoch 1698 | loss: 0.0311524 | val_loss: 0.0311599 | Time: 3122.45 ms
[2021-03-04 15:37:44 main:574] : INFO : Epoch 1699 | loss: 0.0311511 | val_loss: 0.0311623 | Time: 3122.15 ms
[2021-03-04 15:37:47 main:574] : INFO : Epoch 1700 | loss: 0.0311511 | val_loss: 0.0311608 | Time: 3135.5 ms
[2021-03-04 15:37:50 main:574] : INFO : Epoch 1701 | loss: 0.0311509 | val_loss: 0.0311609 | Time: 3117.51 ms
[2021-03-04 15:37:53 main:574] : INFO : Epoch 1702 | loss: 0.0311505 | val_loss: 0.0311611 | Time: 3111.08 ms
[2021-03-04 15:37:57 main:574] : INFO : Epoch 1703 | loss: 0.031152 | val_loss: 0.0311634 | Time: 3142.36 ms
[2021-03-04 15:38:00 main:574] : INFO : Epoch 1704 | loss: 0.0311514 | val_loss: 0.0311645 | Time: 3127.42 ms
[2021-03-04 15:38:03 main:574] : INFO : Epoch 1705 | loss: 0.0311528 | val_loss: 0.0311628 | Time: 3134.14 ms
[2021-03-04 15:38:06 main:574] : INFO : Epoch 1706 | loss: 0.0311518 | val_loss: 0.0311617 | Time: 3153.98 ms
[2021-03-04 15:38:09 main:574] : INFO : Epoch 1707 | loss: 0.0311499 | val_loss: 0.0311628 | Time: 3143.94 ms
[2021-03-04 15:38:12 main:574] : INFO : Epoch 1708 | loss: 0.0311494 | val_loss: 0.0311611 | Time: 3145.15 ms
[2021-03-04 15:38:16 main:574] : INFO : Epoch 1709 | loss: 0.0311514 | val_loss: 0.0311623 | Time: 3108.99 ms
[2021-03-04 15:38:19 main:574] : INFO : Epoch 1710 | loss: 0.0311554 | val_loss: 0.0311631 | Time: 3153.06 ms
[2021-03-04 15:38:22 main:574] : INFO : Epoch 1711 | loss: 0.0311536 | val_loss: 0.0311627 | Time: 3136.13 ms
[2021-03-04 15:38:25 main:574] : INFO : Epoch 1712 | loss: 0.031152 | val_loss: 0.0311655 | Time: 3125.12 ms
[2021-03-04 15:38:28 main:574] : INFO : Epoch 1713 | loss: 0.0311511 | val_loss: 0.0311636 | Time: 3121.62 ms
[2021-03-04 15:38:31 main:574] : INFO : Epoch 1714 | loss: 0.0311515 | val_loss: 0.0311637 | Time: 3115.13 ms
[2021-03-04 15:38:35 main:574] : INFO : Epoch 1715 | loss: 0.0311509 | val_loss: 0.0311643 | Time: 3121.7 ms
[2021-03-04 15:38:38 main:574] : INFO : Epoch 1716 | loss: 0.031152 | val_loss: 0.0311643 | Time: 3133.48 ms
[2021-03-04 15:38:41 main:574] : INFO : Epoch 1717 | loss: 0.0311511 | val_loss: 0.0311647 | Time: 3122.07 ms
[2021-03-04 15:38:44 main:574] : INFO : Epoch 1718 | loss: 0.0311495 | val_loss: 0.0311625 | Time: 3124.54 ms
[2021-03-04 15:38:47 main:574] : INFO : Epoch 1719 | loss: 0.031149 | val_loss: 0.0311642 | Time: 3116.24 ms
[2021-03-04 15:38:50 main:574] : INFO : Epoch 1720 | loss: 0.0311502 | val_loss: 0.0311646 | Time: 3104.83 ms
[2021-03-04 15:38:53 main:574] : INFO : Epoch 1721 | loss: 0.0311514 | val_loss: 0.0311628 | Time: 3112.06 ms
[2021-03-04 15:38:57 main:574] : INFO : Epoch 1722 | loss: 0.031148 | val_loss: 0.0311615 | Time: 3123.41 ms
[2021-03-04 15:39:00 main:574] : INFO : Epoch 1723 | loss: 0.0311479 | val_loss: 0.0311692 | Time: 3149.84 ms
[2021-03-04 15:39:03 main:574] : INFO : Epoch 1724 | loss: 0.0311498 | val_loss: 0.0311696 | Time: 3119.4 ms
[2021-03-04 15:39:06 main:574] : INFO : Epoch 1725 | loss: 0.0311485 | val_loss: 0.0311613 | Time: 3116.46 ms
[2021-03-04 15:39:09 main:574] : INFO : Epoch 1726 | loss: 0.0311457 | val_loss: 0.0311629 | Time: 3124.39 ms
[2021-03-04 15:39:12 main:574] : INFO : Epoch 1727 | loss: 0.0311451 | val_loss: 0.0311637 | Time: 3118.59 ms
[2021-03-04 15:39:16 main:574] : INFO : Epoch 1728 | loss: 0.0311456 | val_loss: 0.0311627 | Time: 3126 ms
[2021-03-04 15:39:19 main:574] : INFO : Epoch 1729 | loss: 0.0311453 | val_loss: 0.0311623 | Time: 3113.6 ms
[2021-03-04 15:39:22 main:574] : INFO : Epoch 1730 | loss: 0.0311452 | val_loss: 0.0311621 | Time: 3114.95 ms
[2021-03-04 15:39:25 main:574] : INFO : Epoch 1731 | loss: 0.0311456 | val_loss: 0.0311633 | Time: 3118.22 ms
[2021-03-04 15:39:28 main:574] : INFO : Epoch 1732 | loss: 0.0311452 | val_loss: 0.0311613 | Time: 3120.72 ms
[2021-03-04 15:39:31 main:574] : INFO : Epoch 1733 | loss: 0.0311444 | val_loss: 0.0311614 | Time: 3098.64 ms
[2021-03-04 15:39:34 main:574] : INFO : Epoch 1734 | loss: 0.031145 | val_loss: 0.0311617 | Time: 3092.55 ms
[2021-03-04 15:39:37 main:574] : INFO : Epoch 1735 | loss: 0.0311445 | val_loss: 0.0311605 | Time: 3103.46 ms
[2021-03-04 15:39:41 main:574] : INFO : Epoch 1736 | loss: 0.0311453 | val_loss: 0.0311639 | Time: 3118.12 ms
[2021-03-04 15:39:44 main:574] : INFO : Epoch 1737 | loss: 0.0311452 | val_loss: 0.0311613 | Time: 3117.72 ms
[2021-03-04 15:39:47 main:574] : INFO : Epoch 1738 | loss: 0.0311465 | val_loss: 0.0311598 | Time: 3108.43 ms
[2021-03-04 15:39:50 main:574] : INFO : Epoch 1739 | loss: 0.0311463 | val_loss: 0.0311635 | Time: 3123.9 ms
[2021-03-04 15:39:53 main:574] : INFO : Epoch 1740 | loss: 0.0311467 | val_loss: 0.0311609 | Time: 3109.46 ms
[2021-03-04 15:39:56 main:574] : INFO : Epoch 1741 | loss: 0.0311443 | val_loss: 0.0311623 | Time: 3156.47 ms
[2021-03-04 15:39:59 main:574] : INFO : Epoch 1742 | loss: 0.0311435 | val_loss: 0.0311649 | Time: 3099.53 ms
[2021-03-04 15:40:03 main:574] : INFO : Epoch 1743 | loss: 0.0311463 | val_loss: 0.0311617 | Time: 3081.86 ms
[2021-03-04 15:40:06 main:574] : INFO : Epoch 1744 | loss: 0.0311433 | val_loss: 0.0311612 | Time: 3104.14 ms
[2021-03-04 15:40:09 main:574] : INFO : Epoch 1745 | loss: 0.0311436 | val_loss: 0.0311626 | Time: 3085.2 ms
[2021-03-04 15:40:12 main:574] : INFO : Epoch 1746 | loss: 0.0311453 | val_loss: 0.0311682 | Time: 3121.1 ms
[2021-03-04 15:40:15 main:574] : INFO : Epoch 1747 | loss: 0.0311461 | val_loss: 0.0311621 | Time: 3104.63 ms
[2021-03-04 15:40:18 main:574] : INFO : Epoch 1748 | loss: 0.0311441 | val_loss: 0.0311618 | Time: 3099.29 ms
[2021-03-04 15:40:21 main:574] : INFO : Epoch 1749 | loss: 0.0311438 | val_loss: 0.0311632 | Time: 3136.95 ms
[2021-03-04 15:40:25 main:574] : INFO : Epoch 1750 | loss: 0.0311442 | val_loss: 0.0311622 | Time: 3096.98 ms
[2021-03-04 15:40:28 main:574] : INFO : Epoch 1751 | loss: 0.0311441 | val_loss: 0.0311638 | Time: 3112.69 ms
[2021-03-04 15:40:31 main:574] : INFO : Epoch 1752 | loss: 0.0311451 | val_loss: 0.0311611 | Time: 3121.29 ms
[2021-03-04 15:40:34 main:574] : INFO : Epoch 1753 | loss: 0.0311439 | val_loss: 0.0311614 | Time: 3084.64 ms
[2021-03-04 15:40:37 main:574] : INFO : Epoch 1754 | loss: 0.0311471 | val_loss: 0.031161 | Time: 3138.44 ms
[2021-03-04 15:40:40 main:574] : INFO : Epoch 1755 | loss: 0.0311475 | val_loss: 0.0311708 | Time: 3124.78 ms
[2021-03-04 15:40:43 main:574] : INFO : Epoch 1756 | loss: 0.031147 | val_loss: 0.0311631 | Time: 3120.5 ms
[2021-03-04 15:40:47 main:574] : INFO : Epoch 1757 | loss: 0.0311447 | val_loss: 0.0311608 | Time: 3113.32 ms
[2021-03-04 15:40:50 main:574] : INFO : Epoch 1758 | loss: 0.0311475 | val_loss: 0.0311629 | Time: 3116.81 ms
[2021-03-04 15:40:53 main:574] : INFO : Epoch 1759 | loss: 0.0311499 | val_loss: 0.0311635 | Time: 3105.84 ms
[2021-03-04 15:40:56 main:574] : INFO : Epoch 1760 | loss: 0.0311489 | val_loss: 0.0311621 | Time: 3100.44 ms
[2021-03-04 15:40:59 main:574] : INFO : Epoch 1761 | loss: 0.0311486 | val_loss: 0.0311639 | Time: 3124.06 ms
[2021-03-04 15:41:02 main:574] : INFO : Epoch 1762 | loss: 0.0311484 | val_loss: 0.0311666 | Time: 3126.19 ms
[2021-03-04 15:41:05 main:574] : INFO : Epoch 1763 | loss: 0.0311479 | val_loss: 0.0311631 | Time: 3111.18 ms
[2021-03-04 15:41:09 main:574] : INFO : Epoch 1764 | loss: 0.0311508 | val_loss: 0.0311623 | Time: 3106.86 ms
[2021-03-04 15:41:12 main:574] : INFO : Epoch 1765 | loss: 0.031148 | val_loss: 0.0311637 | Time: 3098.63 ms
[2021-03-04 15:41:15 main:574] : INFO : Epoch 1766 | loss: 0.0311498 | val_loss: 0.0311602 | Time: 3132.5 ms
[2021-03-04 15:41:18 main:574] : INFO : Epoch 1767 | loss: 0.031149 | val_loss: 0.0311611 | Time: 3100.66 ms
[2021-03-04 15:41:21 main:574] : INFO : Epoch 1768 | loss: 0.0311481 | val_loss: 0.0311646 | Time: 3106.18 ms
[2021-03-04 15:41:24 main:574] : INFO : Epoch 1769 | loss: 0.0311492 | val_loss: 0.0311624 | Time: 3121.78 ms
[2021-03-04 15:41:27 main:574] : INFO : Epoch 1770 | loss: 0.0311478 | val_loss: 0.0311642 | Time: 3122.96 ms
[2021-03-04 15:41:31 main:574] : INFO : Epoch 1771 | loss: 0.0311465 | val_loss: 0.0311615 | Time: 3115.95 ms
[2021-03-04 15:41:34 main:574] : INFO : Epoch 1772 | loss: 0.031146 | val_loss: 0.0311626 | Time: 3119.24 ms
[2021-03-04 15:41:37 main:574] : INFO : Epoch 1773 | loss: 0.0311487 | val_loss: 0.0311623 | Time: 3065.97 ms
[2021-03-04 15:41:40 main:574] : INFO : Epoch 1774 | loss: 0.0311469 | val_loss: 0.0311631 | Time: 3111.07 ms
[2021-03-04 15:41:43 main:574] : INFO : Epoch 1775 | loss: 0.0311462 | val_loss: 0.0311618 | Time: 3113.49 ms
[2021-03-04 15:41:46 main:574] : INFO : Epoch 1776 | loss: 0.0311472 | val_loss: 0.0311606 | Time: 3114.44 ms
[2021-03-04 15:41:49 main:574] : INFO : Epoch 1777 | loss: 0.0311482 | val_loss: 0.0311617 | Time: 3107.11 ms
[2021-03-04 15:41:52 main:574] : INFO : Epoch 1778 | loss: 0.0311473 | val_loss: 0.0311601 | Time: 3108.6 ms
[2021-03-04 15:41:56 main:574] : INFO : Epoch 1779 | loss: 0.0311472 | val_loss: 0.0311642 | Time: 3110.91 ms
[2021-03-04 15:41:59 main:574] : INFO : Epoch 1780 | loss: 0.0311504 | val_loss: 0.0311645 | Time: 3090.75 ms
[2021-03-04 15:42:02 main:574] : INFO : Epoch 1781 | loss: 0.0311505 | val_loss: 0.0311672 | Time: 3102.01 ms
[2021-03-04 15:42:05 main:574] : INFO : Epoch 1782 | loss: 0.0311618 | val_loss: 0.0311724 | Time: 3107.17 ms
[2021-03-04 15:42:08 main:574] : INFO : Epoch 1783 | loss: 0.0311613 | val_loss: 0.0311685 | Time: 3103.79 ms
[2021-03-04 15:42:11 main:574] : INFO : Epoch 1784 | loss: 0.0311625 | val_loss: 0.0311683 | Time: 3124.57 ms
[2021-03-04 15:42:14 main:574] : INFO : Epoch 1785 | loss: 0.0311576 | val_loss: 0.031165 | Time: 3106.83 ms
[2021-03-04 15:42:18 main:574] : INFO : Epoch 1786 | loss: 0.0311574 | val_loss: 0.0311647 | Time: 3110.92 ms
[2021-03-04 15:42:21 main:574] : INFO : Epoch 1787 | loss: 0.031154 | val_loss: 0.0311663 | Time: 3123.72 ms
[2021-03-04 15:42:24 main:574] : INFO : Epoch 1788 | loss: 0.0311535 | val_loss: 0.0311682 | Time: 3061.56 ms
[2021-03-04 15:42:27 main:574] : INFO : Epoch 1789 | loss: 0.0311527 | val_loss: 0.0311657 | Time: 3087.05 ms
[2021-03-04 15:42:30 main:574] : INFO : Epoch 1790 | loss: 0.0311514 | val_loss: 0.031165 | Time: 3111.52 ms
[2021-03-04 15:42:33 main:574] : INFO : Epoch 1791 | loss: 0.0311538 | val_loss: 0.0311639 | Time: 3133.77 ms
[2021-03-04 15:42:36 main:574] : INFO : Epoch 1792 | loss: 0.0311534 | val_loss: 0.031167 | Time: 3137.79 ms
[2021-03-04 15:42:40 main:574] : INFO : Epoch 1793 | loss: 0.0311517 | val_loss: 0.0311652 | Time: 3163.46 ms
[2021-03-04 15:42:43 main:574] : INFO : Epoch 1794 | loss: 0.0311509 | val_loss: 0.031166 | Time: 3105.14 ms
[2021-03-04 15:42:46 main:574] : INFO : Epoch 1795 | loss: 0.0311504 | val_loss: 0.0311651 | Time: 3126.24 ms
[2021-03-04 15:42:49 main:574] : INFO : Epoch 1796 | loss: 0.0311492 | val_loss: 0.0311666 | Time: 3124.37 ms
[2021-03-04 15:42:52 main:574] : INFO : Epoch 1797 | loss: 0.0311508 | val_loss: 0.0311666 | Time: 3135.01 ms
[2021-03-04 15:42:55 main:574] : INFO : Epoch 1798 | loss: 0.0311502 | val_loss: 0.0311677 | Time: 3100.1 ms
[2021-03-04 15:42:59 main:574] : INFO : Epoch 1799 | loss: 0.0311504 | val_loss: 0.0311669 | Time: 3138.48 ms
[2021-03-04 15:43:02 main:574] : INFO : Epoch 1800 | loss: 0.0311506 | val_loss: 0.0311665 | Time: 3126.18 ms
[2021-03-04 15:43:05 main:574] : INFO : Epoch 1801 | loss: 0.0311514 | val_loss: 0.031167 | Time: 3124.81 ms
[2021-03-04 15:43:08 main:574] : INFO : Epoch 1802 | loss: 0.0311505 | val_loss: 0.0311694 | Time: 3105.68 ms
[2021-03-04 15:43:11 main:574] : INFO : Epoch 1803 | loss: 0.0316819 | val_loss: 0.0316464 | Time: 3094.59 ms
[2021-03-04 15:43:14 main:574] : INFO : Epoch 1804 | loss: 0.038491 | val_loss: 0.0354407 | Time: 3103.87 ms
[2021-03-04 15:43:17 main:574] : INFO : Epoch 1805 | loss: 0.0321736 | val_loss: 0.0313595 | Time: 3093.39 ms
[2021-03-04 15:43:20 main:574] : INFO : Epoch 1806 | loss: 0.031359 | val_loss: 0.031284 | Time: 3115.04 ms
[2021-03-04 15:43:24 main:574] : INFO : Epoch 1807 | loss: 0.0312566 | val_loss: 0.0312436 | Time: 3116.42 ms
[2021-03-04 15:43:27 main:574] : INFO : Epoch 1808 | loss: 0.0312321 | val_loss: 0.0312256 | Time: 3104.01 ms
[2021-03-04 15:43:30 main:574] : INFO : Epoch 1809 | loss: 0.0312198 | val_loss: 0.0312165 | Time: 3121.86 ms
[2021-03-04 15:43:33 main:574] : INFO : Epoch 1810 | loss: 0.0312124 | val_loss: 0.0312095 | Time: 3120.42 ms
[2021-03-04 15:43:36 main:574] : INFO : Epoch 1811 | loss: 0.0312079 | val_loss: 0.0312061 | Time: 3088.31 ms
[2021-03-04 15:43:39 main:574] : INFO : Epoch 1812 | loss: 0.03121 | val_loss: 0.0312052 | Time: 3135.45 ms
[2021-03-04 15:43:42 main:574] : INFO : Epoch 1813 | loss: 0.0312051 | val_loss: 0.0312032 | Time: 3132.13 ms
[2021-03-04 15:43:46 main:574] : INFO : Epoch 1814 | loss: 0.0312012 | val_loss: 0.031198 | Time: 3093.84 ms
[2021-03-04 15:43:49 main:574] : INFO : Epoch 1815 | loss: 0.0311977 | val_loss: 0.0311995 | Time: 3128.69 ms
[2021-03-04 15:43:52 main:574] : INFO : Epoch 1816 | loss: 0.0311957 | val_loss: 0.0311944 | Time: 3119.53 ms
[2021-03-04 15:43:55 main:574] : INFO : Epoch 1817 | loss: 0.0311934 | val_loss: 0.0311935 | Time: 3113.79 ms
[2021-03-04 15:43:58 main:574] : INFO : Epoch 1818 | loss: 0.0311945 | val_loss: 0.0311933 | Time: 3101.71 ms
[2021-03-04 15:44:01 main:574] : INFO : Epoch 1819 | loss: 0.0311921 | val_loss: 0.0311931 | Time: 3081.82 ms
[2021-03-04 15:44:04 main:574] : INFO : Epoch 1820 | loss: 0.0311912 | val_loss: 0.0311912 | Time: 3129.74 ms
[2021-03-04 15:44:08 main:574] : INFO : Epoch 1821 | loss: 0.0311899 | val_loss: 0.0311901 | Time: 3081.65 ms
[2021-03-04 15:44:11 main:574] : INFO : Epoch 1822 | loss: 0.0311895 | val_loss: 0.0311909 | Time: 3093.16 ms
[2021-03-04 15:44:14 main:574] : INFO : Epoch 1823 | loss: 0.0311896 | val_loss: 0.0311881 | Time: 3126 ms
[2021-03-04 15:44:17 main:574] : INFO : Epoch 1824 | loss: 0.0311896 | val_loss: 0.0311953 | Time: 3123.93 ms
[2021-03-04 15:44:20 main:574] : INFO : Epoch 1825 | loss: 0.0311905 | val_loss: 0.0311873 | Time: 3123.14 ms
[2021-03-04 15:44:23 main:574] : INFO : Epoch 1826 | loss: 0.0311891 | val_loss: 0.0311855 | Time: 3078.73 ms
[2021-03-04 15:44:26 main:574] : INFO : Epoch 1827 | loss: 0.0311877 | val_loss: 0.0311861 | Time: 3118.99 ms
[2021-03-04 15:44:30 main:574] : INFO : Epoch 1828 | loss: 0.0311861 | val_loss: 0.0311845 | Time: 3123.4 ms
[2021-03-04 15:44:33 main:574] : INFO : Epoch 1829 | loss: 0.0311853 | val_loss: 0.031186 | Time: 3108.51 ms
[2021-03-04 15:44:36 main:574] : INFO : Epoch 1830 | loss: 0.0311857 | val_loss: 0.0311847 | Time: 3105.32 ms
[2021-03-04 15:44:39 main:574] : INFO : Epoch 1831 | loss: 0.0311848 | val_loss: 0.0311859 | Time: 3108.06 ms
[2021-03-04 15:44:42 main:574] : INFO : Epoch 1832 | loss: 0.0311849 | val_loss: 0.0311852 | Time: 3139.72 ms
[2021-03-04 15:44:45 main:574] : INFO : Epoch 1833 | loss: 0.0311851 | val_loss: 0.0311845 | Time: 3117.81 ms
[2021-03-04 15:44:48 main:574] : INFO : Epoch 1834 | loss: 0.0311853 | val_loss: 0.0311837 | Time: 3103.15 ms
[2021-03-04 15:44:52 main:574] : INFO : Epoch 1835 | loss: 0.0311885 | val_loss: 0.0311974 | Time: 3131.57 ms
[2021-03-04 15:44:55 main:574] : INFO : Epoch 1836 | loss: 0.031205 | val_loss: 0.0312054 | Time: 3099.87 ms
[2021-03-04 15:44:58 main:574] : INFO : Epoch 1837 | loss: 0.0312054 | val_loss: 0.0311985 | Time: 3106.95 ms
[2021-03-04 15:45:01 main:574] : INFO : Epoch 1838 | loss: 0.0312042 | val_loss: 0.0311983 | Time: 3105.57 ms
[2021-03-04 15:45:04 main:574] : INFO : Epoch 1839 | loss: 0.0312023 | val_loss: 0.0311973 | Time: 3100.55 ms
[2021-03-04 15:45:07 main:574] : INFO : Epoch 1840 | loss: 0.0312047 | val_loss: 0.0312003 | Time: 3133.96 ms
[2021-03-04 15:45:10 main:574] : INFO : Epoch 1841 | loss: 0.0312027 | val_loss: 0.0311963 | Time: 3105.42 ms
[2021-03-04 15:45:14 main:574] : INFO : Epoch 1842 | loss: 0.031201 | val_loss: 0.0311968 | Time: 3108.81 ms
[2021-03-04 15:45:17 main:574] : INFO : Epoch 1843 | loss: 0.0312011 | val_loss: 0.0311977 | Time: 3091.83 ms
[2021-03-04 15:45:20 main:574] : INFO : Epoch 1844 | loss: 0.0312016 | val_loss: 0.0311982 | Time: 3096.43 ms
[2021-03-04 15:45:23 main:574] : INFO : Epoch 1845 | loss: 0.0312012 | val_loss: 0.0311971 | Time: 3129.79 ms
[2021-03-04 15:45:26 main:574] : INFO : Epoch 1846 | loss: 0.0312004 | val_loss: 0.031196 | Time: 3118.94 ms
[2021-03-04 15:45:29 main:574] : INFO : Epoch 1847 | loss: 0.0311999 | val_loss: 0.0311966 | Time: 3118.84 ms
[2021-03-04 15:45:32 main:574] : INFO : Epoch 1848 | loss: 0.0312003 | val_loss: 0.0311955 | Time: 3106.19 ms
[2021-03-04 15:45:36 main:574] : INFO : Epoch 1849 | loss: 0.0312015 | val_loss: 0.031202 | Time: 3094.82 ms
[2021-03-04 15:45:39 main:574] : INFO : Epoch 1850 | loss: 0.0312014 | val_loss: 0.0311957 | Time: 3083.66 ms
[2021-03-04 15:45:42 main:574] : INFO : Epoch 1851 | loss: 0.0312012 | val_loss: 0.0311978 | Time: 3147.51 ms
[2021-03-04 15:45:45 main:574] : INFO : Epoch 1852 | loss: 0.0312012 | val_loss: 0.0311973 | Time: 3096.36 ms
[2021-03-04 15:45:48 main:574] : INFO : Epoch 1853 | loss: 0.0312004 | val_loss: 0.0311951 | Time: 3125.95 ms
[2021-03-04 15:45:51 main:574] : INFO : Epoch 1854 | loss: 0.0311989 | val_loss: 0.0311952 | Time: 3101.08 ms
[2021-03-04 15:45:54 main:574] : INFO : Epoch 1855 | loss: 0.0311999 | val_loss: 0.0311954 | Time: 3103.69 ms
[2021-03-04 15:45:58 main:574] : INFO : Epoch 1856 | loss: 0.0311994 | val_loss: 0.0311968 | Time: 3146.46 ms
[2021-03-04 15:46:01 main:574] : INFO : Epoch 1857 | loss: 0.0312019 | val_loss: 0.0311955 | Time: 3144.22 ms
[2021-03-04 15:46:04 main:574] : INFO : Epoch 1858 | loss: 0.0311999 | val_loss: 0.0311952 | Time: 3139.01 ms
[2021-03-04 15:46:07 main:574] : INFO : Epoch 1859 | loss: 0.031198 | val_loss: 0.0311948 | Time: 3129.78 ms
[2021-03-04 15:46:10 main:574] : INFO : Epoch 1860 | loss: 0.0311986 | val_loss: 0.0311945 | Time: 3136.52 ms
[2021-03-04 15:46:13 main:574] : INFO : Epoch 1861 | loss: 0.0311987 | val_loss: 0.0311943 | Time: 3151.21 ms
[2021-03-04 15:46:17 main:574] : INFO : Epoch 1862 | loss: 0.0311979 | val_loss: 0.0311953 | Time: 3127.32 ms
[2021-03-04 15:46:20 main:574] : INFO : Epoch 1863 | loss: 0.0311991 | val_loss: 0.0312001 | Time: 3113.87 ms
[2021-03-04 15:46:23 main:574] : INFO : Epoch 1864 | loss: 0.0311984 | val_loss: 0.0311948 | Time: 3115.62 ms
[2021-03-04 15:46:26 main:574] : INFO : Epoch 1865 | loss: 0.031198 | val_loss: 0.0312008 | Time: 3113.3 ms
[2021-03-04 15:46:29 main:574] : INFO : Epoch 1866 | loss: 0.0311986 | val_loss: 0.0311949 | Time: 3118.09 ms
[2021-03-04 15:46:32 main:574] : INFO : Epoch 1867 | loss: 0.0311979 | val_loss: 0.0311948 | Time: 3100.37 ms
[2021-03-04 15:46:35 main:574] : INFO : Epoch 1868 | loss: 0.0311973 | val_loss: 0.0311947 | Time: 3089.35 ms
[2021-03-04 15:46:39 main:574] : INFO : Epoch 1869 | loss: 0.0311968 | val_loss: 0.031194 | Time: 3105.74 ms
[2021-03-04 15:46:42 main:574] : INFO : Epoch 1870 | loss: 0.0311972 | val_loss: 0.0311979 | Time: 3118.4 ms
[2021-03-04 15:46:45 main:574] : INFO : Epoch 1871 | loss: 0.0311997 | val_loss: 0.0312022 | Time: 3121.34 ms
[2021-03-04 15:46:48 main:574] : INFO : Epoch 1872 | loss: 0.0312005 | val_loss: 0.0312066 | Time: 3127.98 ms
[2021-03-04 15:46:51 main:574] : INFO : Epoch 1873 | loss: 0.0311997 | val_loss: 0.0311943 | Time: 3112.44 ms
[2021-03-04 15:46:54 main:574] : INFO : Epoch 1874 | loss: 0.0311979 | val_loss: 0.0311983 | Time: 3127.61 ms
[2021-03-04 15:46:57 main:574] : INFO : Epoch 1875 | loss: 0.0311986 | val_loss: 0.0312055 | Time: 3093.46 ms
[2021-03-04 15:47:01 main:574] : INFO : Epoch 1876 | loss: 0.031199 | val_loss: 0.031197 | Time: 3133.21 ms
[2021-03-04 15:47:04 main:574] : INFO : Epoch 1877 | loss: 0.0311967 | val_loss: 0.0311959 | Time: 3096.55 ms
[2021-03-04 15:47:07 main:574] : INFO : Epoch 1878 | loss: 0.0311996 | val_loss: 0.0311942 | Time: 3128.21 ms
[2021-03-04 15:47:10 main:574] : INFO : Epoch 1879 | loss: 0.031199 | val_loss: 0.0311955 | Time: 3091.22 ms
[2021-03-04 15:47:13 main:574] : INFO : Epoch 1880 | loss: 0.0311962 | val_loss: 0.0311936 | Time: 3122.83 ms
[2021-03-04 15:47:16 main:574] : INFO : Epoch 1881 | loss: 0.0311959 | val_loss: 0.031193 | Time: 3099.48 ms
[2021-03-04 15:47:20 main:574] : INFO : Epoch 1882 | loss: 0.0311958 | val_loss: 0.031193 | Time: 3145.46 ms
[2021-03-04 15:47:23 main:574] : INFO : Epoch 1883 | loss: 0.0311958 | val_loss: 0.031193 | Time: 3119.46 ms
[2021-03-04 15:47:26 main:574] : INFO : Epoch 1884 | loss: 0.0311953 | val_loss: 0.0311926 | Time: 3092.61 ms
[2021-03-04 15:47:29 main:574] : INFO : Epoch 1885 | loss: 0.0311951 | val_loss: 0.0311924 | Time: 3116.16 ms
[2021-03-04 15:47:32 main:574] : INFO : Epoch 1886 | loss: 0.0311954 | val_loss: 0.0311949 | Time: 3103.12 ms
[2021-03-04 15:47:35 main:574] : INFO : Epoch 1887 | loss: 0.0311957 | val_loss: 0.0311931 | Time: 3106.05 ms
[2021-03-04 15:47:38 main:574] : INFO : Epoch 1888 | loss: 0.0311953 | val_loss: 0.0311933 | Time: 3115.38 ms
[2021-03-04 15:47:41 main:574] : INFO : Epoch 1889 | loss: 0.0311954 | val_loss: 0.031192 | Time: 3080.54 ms
[2021-03-04 15:47:45 main:574] : INFO : Epoch 1890 | loss: 0.0311943 | val_loss: 0.0311917 | Time: 3110.1 ms
[2021-03-04 15:47:48 main:574] : INFO : Epoch 1891 | loss: 0.0311943 | val_loss: 0.0311919 | Time: 3095.43 ms
[2021-03-04 15:47:51 main:574] : INFO : Epoch 1892 | loss: 0.0311948 | val_loss: 0.0311919 | Time: 3081.1 ms
[2021-03-04 15:47:54 main:574] : INFO : Epoch 1893 | loss: 0.0311937 | val_loss: 0.0311923 | Time: 3083.41 ms
[2021-03-04 15:47:57 main:574] : INFO : Epoch 1894 | loss: 0.031195 | val_loss: 0.0312055 | Time: 3114.85 ms
[2021-03-04 15:48:00 main:574] : INFO : Epoch 1895 | loss: 0.0311995 | val_loss: 0.0311961 | Time: 3095.86 ms
[2021-03-04 15:48:03 main:574] : INFO : Epoch 1896 | loss: 0.0311945 | val_loss: 0.0311905 | Time: 3093.92 ms
[2021-03-04 15:48:06 main:574] : INFO : Epoch 1897 | loss: 0.0311933 | val_loss: 0.0311913 | Time: 3117.54 ms
[2021-03-04 15:48:10 main:574] : INFO : Epoch 1898 | loss: 0.0311949 | val_loss: 0.0311931 | Time: 3099.08 ms
[2021-03-04 15:48:13 main:574] : INFO : Epoch 1899 | loss: 0.0311932 | val_loss: 0.0311893 | Time: 3097.55 ms
[2021-03-04 15:48:16 main:574] : INFO : Epoch 1900 | loss: 0.0311901 | val_loss: 0.0311892 | Time: 3104.76 ms
[2021-03-04 15:48:19 main:574] : INFO : Epoch 1901 | loss: 0.0311896 | val_loss: 0.031188 | Time: 3108.75 ms
[2021-03-04 15:48:22 main:574] : INFO : Epoch 1902 | loss: 0.0311893 | val_loss: 0.0311884 | Time: 3109.48 ms
[2021-03-04 15:48:25 main:574] : INFO : Epoch 1903 | loss: 0.0311879 | val_loss: 0.0311882 | Time: 3136.82 ms
[2021-03-04 15:48:28 main:574] : INFO : Epoch 1904 | loss: 0.0311879 | val_loss: 0.0311886 | Time: 3126.93 ms
[2021-03-04 15:48:32 main:574] : INFO : Epoch 1905 | loss: 0.0311883 | val_loss: 0.0311878 | Time: 3100.37 ms
[2021-03-04 15:48:35 main:574] : INFO : Epoch 1906 | loss: 0.031188 | val_loss: 0.0311904 | Time: 3117.64 ms
[2021-03-04 15:48:38 main:574] : INFO : Epoch 1907 | loss: 0.0311892 | val_loss: 0.0311872 | Time: 3094.67 ms
[2021-03-04 15:48:41 main:574] : INFO : Epoch 1908 | loss: 0.0311886 | val_loss: 0.0311869 | Time: 3116.17 ms
[2021-03-04 15:48:44 main:574] : INFO : Epoch 1909 | loss: 0.0311876 | val_loss: 0.0311865 | Time: 3102.82 ms
[2021-03-04 15:48:47 main:574] : INFO : Epoch 1910 | loss: 0.0311879 | val_loss: 0.0311877 | Time: 3109.56 ms
[2021-03-04 15:48:50 main:574] : INFO : Epoch 1911 | loss: 0.0311895 | val_loss: 0.0311878 | Time: 3110.4 ms
[2021-03-04 15:48:54 main:574] : INFO : Epoch 1912 | loss: 0.0311878 | val_loss: 0.0311892 | Time: 3103.29 ms
[2021-03-04 15:48:57 main:574] : INFO : Epoch 1913 | loss: 0.0311876 | val_loss: 0.0311878 | Time: 3135.53 ms
[2021-03-04 15:49:00 main:574] : INFO : Epoch 1914 | loss: 0.0311874 | val_loss: 0.031186 | Time: 3109.93 ms
[2021-03-04 15:49:03 main:574] : INFO : Epoch 1915 | loss: 0.0311857 | val_loss: 0.0311876 | Time: 3114.03 ms
[2021-03-04 15:49:06 main:574] : INFO : Epoch 1916 | loss: 0.0311861 | val_loss: 0.0311885 | Time: 3124.32 ms
[2021-03-04 15:49:09 main:574] : INFO : Epoch 1917 | loss: 0.0311872 | val_loss: 0.0311871 | Time: 3162.35 ms
[2021-03-04 15:49:12 main:574] : INFO : Epoch 1918 | loss: 0.0311873 | val_loss: 0.0311881 | Time: 3097.13 ms
[2021-03-04 15:49:16 main:574] : INFO : Epoch 1919 | loss: 0.0311856 | val_loss: 0.0311863 | Time: 3100.91 ms
[2021-03-04 15:49:19 main:574] : INFO : Epoch 1920 | loss: 0.0311855 | val_loss: 0.0311861 | Time: 3139.1 ms
[2021-03-04 15:49:22 main:574] : INFO : Epoch 1921 | loss: 0.0311853 | val_loss: 0.0311858 | Time: 3113.07 ms
[2021-03-04 15:49:25 main:574] : INFO : Epoch 1922 | loss: 0.0311849 | val_loss: 0.0311865 | Time: 3130.16 ms
[2021-03-04 15:49:28 main:574] : INFO : Epoch 1923 | loss: 0.0311871 | val_loss: 0.0311879 | Time: 3133.95 ms
[2021-03-04 15:49:31 main:574] : INFO : Epoch 1924 | loss: 0.0311852 | val_loss: 0.0311857 | Time: 3159.62 ms
[2021-03-04 15:49:34 main:574] : INFO : Epoch 1925 | loss: 0.0311845 | val_loss: 0.0311853 | Time: 3159.36 ms
[2021-03-04 15:49:38 main:574] : INFO : Epoch 1926 | loss: 0.0311847 | val_loss: 0.0311884 | Time: 3137.03 ms
[2021-03-04 15:49:41 main:574] : INFO : Epoch 1927 | loss: 0.0311855 | val_loss: 0.031185 | Time: 3142.38 ms
[2021-03-04 15:49:44 main:574] : INFO : Epoch 1928 | loss: 0.0311843 | val_loss: 0.0311863 | Time: 3107.13 ms
[2021-03-04 15:49:47 main:574] : INFO : Epoch 1929 | loss: 0.0311849 | val_loss: 0.0311853 | Time: 3116.85 ms
[2021-03-04 15:49:50 main:574] : INFO : Epoch 1930 | loss: 0.0311841 | val_loss: 0.0311848 | Time: 3093.8 ms
[2021-03-04 15:49:53 main:574] : INFO : Epoch 1931 | loss: 0.0311845 | val_loss: 0.0311869 | Time: 3099.74 ms
[2021-03-04 15:49:56 main:574] : INFO : Epoch 1932 | loss: 0.0311849 | val_loss: 0.0311867 | Time: 3117.99 ms
[2021-03-04 15:50:00 main:574] : INFO : Epoch 1933 | loss: 0.0311853 | val_loss: 0.0311869 | Time: 3147.26 ms
[2021-03-04 15:50:03 main:574] : INFO : Epoch 1934 | loss: 0.0311849 | val_loss: 0.0311854 | Time: 3117.71 ms
[2021-03-04 15:50:06 main:574] : INFO : Epoch 1935 | loss: 0.0311841 | val_loss: 0.0311848 | Time: 3106.74 ms
[2021-03-04 15:50:09 main:574] : INFO : Epoch 1936 | loss: 0.031184 | val_loss: 0.0311893 | Time: 3124.4 ms
[2021-03-04 15:50:12 main:574] : INFO : Epoch 1937 | loss: 0.0311848 | val_loss: 0.0311853 | Time: 3110.33 ms
[2021-03-04 15:50:15 main:574] : INFO : Epoch 1938 | loss: 0.0311833 | val_loss: 0.0311843 | Time: 3121.72 ms
[2021-03-04 15:50:19 main:574] : INFO : Epoch 1939 | loss: 0.0311843 | val_loss: 0.0311841 | Time: 3118.55 ms
[2021-03-04 15:50:22 main:574] : INFO : Epoch 1940 | loss: 0.0311838 | val_loss: 0.031183 | Time: 3106.61 ms
[2021-03-04 15:50:25 main:574] : INFO : Epoch 1941 | loss: 0.0311842 | val_loss: 0.0311844 | Time: 3129.13 ms
[2021-03-04 15:50:28 main:574] : INFO : Epoch 1942 | loss: 0.0311836 | val_loss: 0.031183 | Time: 3113.92 ms
[2021-03-04 15:50:31 main:574] : INFO : Epoch 1943 | loss: 0.0311827 | val_loss: 0.0311836 | Time: 3118.79 ms
[2021-03-04 15:50:34 main:574] : INFO : Epoch 1944 | loss: 0.031181 | val_loss: 0.0311826 | Time: 3112.09 ms
[2021-03-04 15:50:37 main:574] : INFO : Epoch 1945 | loss: 0.0311814 | val_loss: 0.0311823 | Time: 3124.28 ms
[2021-03-04 15:50:40 main:574] : INFO : Epoch 1946 | loss: 0.0311802 | val_loss: 0.0311842 | Time: 3105.49 ms
[2021-03-04 15:50:44 main:574] : INFO : Epoch 1947 | loss: 0.0311799 | val_loss: 0.0311807 | Time: 3124.34 ms
[2021-03-04 15:50:47 main:574] : INFO : Epoch 1948 | loss: 0.0311803 | val_loss: 0.0311803 | Time: 3083.81 ms
[2021-03-04 15:50:50 main:574] : INFO : Epoch 1949 | loss: 0.0311793 | val_loss: 0.0311809 | Time: 3099.48 ms
[2021-03-04 15:50:53 main:574] : INFO : Epoch 1950 | loss: 0.0311789 | val_loss: 0.0311822 | Time: 3103.22 ms
[2021-03-04 15:50:56 main:574] : INFO : Epoch 1951 | loss: 0.0311785 | val_loss: 0.0311793 | Time: 3127.88 ms
[2021-03-04 15:50:59 main:574] : INFO : Epoch 1952 | loss: 0.0311797 | val_loss: 0.0311797 | Time: 3152.89 ms
[2021-03-04 15:51:02 main:574] : INFO : Epoch 1953 | loss: 0.0311789 | val_loss: 0.0311844 | Time: 3130.99 ms
[2021-03-04 15:51:06 main:574] : INFO : Epoch 1954 | loss: 0.0311802 | val_loss: 0.0311811 | Time: 3099.17 ms
[2021-03-04 15:51:09 main:574] : INFO : Epoch 1955 | loss: 0.0311771 | val_loss: 0.0311796 | Time: 3110.7 ms
[2021-03-04 15:51:12 main:574] : INFO : Epoch 1956 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 3091.83 ms
[2021-03-04 15:51:15 main:574] : INFO : Epoch 1957 | loss: 0.0311777 | val_loss: 0.0311819 | Time: 3108.75 ms
[2021-03-04 15:51:18 main:574] : INFO : Epoch 1958 | loss: 0.0311801 | val_loss: 0.031182 | Time: 3148.39 ms
[2021-03-04 15:51:21 main:574] : INFO : Epoch 1959 | loss: 0.0311786 | val_loss: 0.0311814 | Time: 3107.52 ms
[2021-03-04 15:51:24 main:574] : INFO : Epoch 1960 | loss: 0.0311772 | val_loss: 0.0311775 | Time: 3107.42 ms
[2021-03-04 15:51:28 main:574] : INFO : Epoch 1961 | loss: 0.0311762 | val_loss: 0.0311779 | Time: 3098.07 ms
[2021-03-04 15:51:31 main:574] : INFO : Epoch 1962 | loss: 0.031177 | val_loss: 0.031177 | Time: 3085.48 ms
[2021-03-04 15:51:34 main:574] : INFO : Epoch 1963 | loss: 0.0311767 | val_loss: 0.031178 | Time: 3115.41 ms
[2021-03-04 15:51:37 main:574] : INFO : Epoch 1964 | loss: 0.0311774 | val_loss: 0.0311788 | Time: 3131.22 ms
[2021-03-04 15:51:40 main:574] : INFO : Epoch 1965 | loss: 0.031178 | val_loss: 0.0311802 | Time: 3103 ms
[2021-03-04 15:51:43 main:574] : INFO : Epoch 1966 | loss: 0.0311786 | val_loss: 0.0311776 | Time: 3103.53 ms
[2021-03-04 15:51:46 main:574] : INFO : Epoch 1967 | loss: 0.0311776 | val_loss: 0.0311769 | Time: 3120.41 ms
[2021-03-04 15:51:50 main:574] : INFO : Epoch 1968 | loss: 0.0311788 | val_loss: 0.0311774 | Time: 3080.22 ms
[2021-03-04 15:51:53 main:574] : INFO : Epoch 1969 | loss: 0.0311786 | val_loss: 0.0311804 | Time: 3105.33 ms
[2021-03-04 15:51:56 main:574] : INFO : Epoch 1970 | loss: 0.0311778 | val_loss: 0.0311791 | Time: 3131.18 ms
[2021-03-04 15:51:59 main:574] : INFO : Epoch 1971 | loss: 0.0311777 | val_loss: 0.0311793 | Time: 3081.31 ms
[2021-03-04 15:52:02 main:574] : INFO : Epoch 1972 | loss: 0.0311774 | val_loss: 0.0311819 | Time: 3110.56 ms
[2021-03-04 15:52:05 main:574] : INFO : Epoch 1973 | loss: 0.0311793 | val_loss: 0.03118 | Time: 3098.93 ms
[2021-03-04 15:52:08 main:574] : INFO : Epoch 1974 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 3121.49 ms
[2021-03-04 15:52:11 main:574] : INFO : Epoch 1975 | loss: 0.0311781 | val_loss: 0.0311776 | Time: 3118.97 ms
[2021-03-04 15:52:15 main:574] : INFO : Epoch 1976 | loss: 0.0311756 | val_loss: 0.0311772 | Time: 3099.33 ms
[2021-03-04 15:52:18 main:574] : INFO : Epoch 1977 | loss: 0.0311753 | val_loss: 0.0311764 | Time: 3095.69 ms
[2021-03-04 15:52:21 main:574] : INFO : Epoch 1978 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 3121.16 ms
[2021-03-04 15:52:24 main:574] : INFO : Epoch 1979 | loss: 0.0311767 | val_loss: 0.031177 | Time: 3119.5 ms
[2021-03-04 15:52:27 main:574] : INFO : Epoch 1980 | loss: 0.031175 | val_loss: 0.031176 | Time: 3129.25 ms
[2021-03-04 15:52:30 main:574] : INFO : Epoch 1981 | loss: 0.0311749 | val_loss: 0.0311765 | Time: 3103.89 ms
[2021-03-04 15:52:34 main:574] : INFO : Epoch 1982 | loss: 0.0311743 | val_loss: 0.0311758 | Time: 3116.16 ms
[2021-03-04 15:52:37 main:574] : INFO : Epoch 1983 | loss: 0.0311739 | val_loss: 0.0311775 | Time: 3106.24 ms
[2021-03-04 15:52:40 main:574] : INFO : Epoch 1984 | loss: 0.0311744 | val_loss: 0.0311771 | Time: 3112.37 ms
[2021-03-04 15:52:43 main:574] : INFO : Epoch 1985 | loss: 0.0311738 | val_loss: 0.031178 | Time: 3106.03 ms
[2021-03-04 15:52:46 main:574] : INFO : Epoch 1986 | loss: 0.0311745 | val_loss: 0.0311763 | Time: 3106.57 ms
[2021-03-04 15:52:49 main:574] : INFO : Epoch 1987 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 3100.25 ms
[2021-03-04 15:52:52 main:574] : INFO : Epoch 1988 | loss: 0.0311746 | val_loss: 0.0311793 | Time: 3121.49 ms
[2021-03-04 15:52:56 main:574] : INFO : Epoch 1989 | loss: 0.0311731 | val_loss: 0.0311768 | Time: 3126.18 ms
[2021-03-04 15:52:59 main:574] : INFO : Epoch 1990 | loss: 0.0311734 | val_loss: 0.0311757 | Time: 3141.5 ms
[2021-03-04 15:53:02 main:574] : INFO : Epoch 1991 | loss: 0.0311737 | val_loss: 0.0311761 | Time: 3098.94 ms
[2021-03-04 15:53:05 main:574] : INFO : Epoch 1992 | loss: 0.0311732 | val_loss: 0.0311771 | Time: 3135.89 ms
[2021-03-04 15:53:08 main:574] : INFO : Epoch 1993 | loss: 0.0311728 | val_loss: 0.0311792 | Time: 3126.27 ms
[2021-03-04 15:53:11 main:574] : INFO : Epoch 1994 | loss: 0.0311733 | val_loss: 0.0311774 | Time: 3107.44 ms
[2021-03-04 15:53:14 main:574] : INFO : Epoch 1995 | loss: 0.0311727 | val_loss: 0.0311798 | Time: 3125.37 ms
[2021-03-04 15:53:18 main:574] : INFO : Epoch 1996 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 3096.96 ms
[2021-03-04 15:53:21 main:574] : INFO : Epoch 1997 | loss: 0.031173 | val_loss: 0.0311768 | Time: 3108.18 ms
[2021-03-04 15:53:24 main:574] : INFO : Epoch 1998 | loss: 0.0311729 | val_loss: 0.0311776 | Time: 3105.73 ms
[2021-03-04 15:53:27 main:574] : INFO : Epoch 1999 | loss: 0.0311722 | val_loss: 0.0311774 | Time: 3119.8 ms
[2021-03-04 15:53:30 main:574] : INFO : Epoch 2000 | loss: 0.0311723 | val_loss: 0.0311782 | Time: 3095.62 ms
[2021-03-04 15:53:33 main:574] : INFO : Epoch 2001 | loss: 0.0311721 | val_loss: 0.0311769 | Time: 3109.6 ms
[2021-03-04 15:53:36 main:574] : INFO : Epoch 2002 | loss: 0.0311717 | val_loss: 0.0311784 | Time: 3110.78 ms
[2021-03-04 15:53:40 main:574] : INFO : Epoch 2003 | loss: 0.031172 | val_loss: 0.0311777 | Time: 3110.3 ms
[2021-03-04 15:53:43 main:574] : INFO : Epoch 2004 | loss: 0.0311723 | val_loss: 0.0311767 | Time: 3129.95 ms
[2021-03-04 15:53:46 main:574] : INFO : Epoch 2005 | loss: 0.0311719 | val_loss: 0.0311787 | Time: 3107.56 ms
[2021-03-04 15:53:49 main:574] : INFO : Epoch 2006 | loss: 0.0311724 | val_loss: 0.03118 | Time: 3126.85 ms
[2021-03-04 15:53:52 main:574] : INFO : Epoch 2007 | loss: 0.0311726 | val_loss: 0.031177 | Time: 3096.19 ms
[2021-03-04 15:53:55 main:574] : INFO : Epoch 2008 | loss: 0.0311718 | val_loss: 0.0311781 | Time: 3117.75 ms
[2021-03-04 15:53:58 main:574] : INFO : Epoch 2009 | loss: 0.0311729 | val_loss: 0.0311768 | Time: 3108.82 ms
[2021-03-04 15:54:02 main:574] : INFO : Epoch 2010 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 3128.66 ms
[2021-03-04 15:54:05 main:574] : INFO : Epoch 2011 | loss: 0.0311716 | val_loss: 0.0311787 | Time: 3100.49 ms
[2021-03-04 15:54:08 main:574] : INFO : Epoch 2012 | loss: 0.0311717 | val_loss: 0.0311778 | Time: 3135.81 ms
[2021-03-04 15:54:11 main:574] : INFO : Epoch 2013 | loss: 0.0311729 | val_loss: 0.0311782 | Time: 3119.47 ms
[2021-03-04 15:54:14 main:574] : INFO : Epoch 2014 | loss: 0.0311739 | val_loss: 0.0311779 | Time: 3123.42 ms
[2021-03-04 15:54:17 main:574] : INFO : Epoch 2015 | loss: 0.0311735 | val_loss: 0.0311779 | Time: 3106.12 ms
[2021-03-04 15:54:20 main:574] : INFO : Epoch 2016 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 3100.96 ms
[2021-03-04 15:54:24 main:574] : INFO : Epoch 2017 | loss: 0.0311733 | val_loss: 0.0311777 | Time: 3103.54 ms
[2021-03-04 15:54:27 main:574] : INFO : Epoch 2018 | loss: 0.031172 | val_loss: 0.0311787 | Time: 3104.14 ms
[2021-03-04 15:54:30 main:574] : INFO : Epoch 2019 | loss: 0.0311723 | val_loss: 0.0311779 | Time: 3102.72 ms
[2021-03-04 15:54:33 main:574] : INFO : Epoch 2020 | loss: 0.0311721 | val_loss: 0.0311797 | Time: 3121.39 ms
[2021-03-04 15:54:36 main:574] : INFO : Epoch 2021 | loss: 0.0311724 | val_loss: 0.0311787 | Time: 3129.31 ms
[2021-03-04 15:54:39 main:574] : INFO : Epoch 2022 | loss: 0.0311721 | val_loss: 0.0311773 | Time: 3100.06 ms
[2021-03-04 15:54:42 main:574] : INFO : Epoch 2023 | loss: 0.0311715 | val_loss: 0.0311797 | Time: 3109.71 ms
[2021-03-04 15:54:45 main:574] : INFO : Epoch 2024 | loss: 0.0311731 | val_loss: 0.0311783 | Time: 3113.37 ms
[2021-03-04 15:54:49 main:574] : INFO : Epoch 2025 | loss: 0.0311726 | val_loss: 0.0311806 | Time: 3108.3 ms
[2021-03-04 15:54:52 main:574] : INFO : Epoch 2026 | loss: 0.0311718 | val_loss: 0.031178 | Time: 3103.65 ms
[2021-03-04 15:54:55 main:574] : INFO : Epoch 2027 | loss: 0.031173 | val_loss: 0.031178 | Time: 3106.24 ms
[2021-03-04 15:54:58 main:574] : INFO : Epoch 2028 | loss: 0.031175 | val_loss: 0.0311795 | Time: 3114.06 ms
[2021-03-04 15:55:01 main:574] : INFO : Epoch 2029 | loss: 0.031176 | val_loss: 0.0311834 | Time: 3099.6 ms
[2021-03-04 15:55:04 main:574] : INFO : Epoch 2030 | loss: 0.0311745 | val_loss: 0.0311806 | Time: 3116.18 ms
[2021-03-04 15:55:07 main:574] : INFO : Epoch 2031 | loss: 0.0311737 | val_loss: 0.0311786 | Time: 3111.11 ms
[2021-03-04 15:55:11 main:574] : INFO : Epoch 2032 | loss: 0.0311729 | val_loss: 0.0311795 | Time: 3105.61 ms
[2021-03-04 15:55:14 main:574] : INFO : Epoch 2033 | loss: 0.0311725 | val_loss: 0.0311791 | Time: 3108.18 ms
[2021-03-04 15:55:17 main:574] : INFO : Epoch 2034 | loss: 0.0311722 | val_loss: 0.0311818 | Time: 3118.81 ms
[2021-03-04 15:55:20 main:574] : INFO : Epoch 2035 | loss: 0.0311724 | val_loss: 0.0311794 | Time: 3108.83 ms
[2021-03-04 15:55:23 main:574] : INFO : Epoch 2036 | loss: 0.0311713 | val_loss: 0.0311801 | Time: 3132.82 ms
[2021-03-04 15:55:26 main:574] : INFO : Epoch 2037 | loss: 0.0311721 | val_loss: 0.0311787 | Time: 3103.93 ms
[2021-03-04 15:55:29 main:574] : INFO : Epoch 2038 | loss: 0.0311717 | val_loss: 0.0311782 | Time: 3106.41 ms
[2021-03-04 15:55:33 main:574] : INFO : Epoch 2039 | loss: 0.0311728 | val_loss: 0.031179 | Time: 3110.59 ms
[2021-03-04 15:55:36 main:574] : INFO : Epoch 2040 | loss: 0.0311726 | val_loss: 0.0311776 | Time: 3117.03 ms
[2021-03-04 15:55:39 main:574] : INFO : Epoch 2041 | loss: 0.0311722 | val_loss: 0.0311779 | Time: 3092.04 ms
[2021-03-04 15:55:42 main:574] : INFO : Epoch 2042 | loss: 0.0311718 | val_loss: 0.0311789 | Time: 3108.9 ms
[2021-03-04 15:55:45 main:574] : INFO : Epoch 2043 | loss: 0.0311713 | val_loss: 0.0311798 | Time: 3100.06 ms
[2021-03-04 15:55:48 main:574] : INFO : Epoch 2044 | loss: 0.0311723 | val_loss: 0.0311778 | Time: 3114.68 ms
[2021-03-04 15:55:51 main:574] : INFO : Epoch 2045 | loss: 0.0311716 | val_loss: 0.0311769 | Time: 3145.92 ms
[2021-03-04 15:55:54 main:574] : INFO : Epoch 2046 | loss: 0.0311718 | val_loss: 0.0311772 | Time: 3108.2 ms
[2021-03-04 15:55:58 main:574] : INFO : Epoch 2047 | loss: 0.0311711 | val_loss: 0.0311762 | Time: 3113.12 ms
[2021-03-04 15:56:01 main:574] : INFO : Epoch 2048 | loss: 0.031171 | val_loss: 0.0311758 | Time: 3087.14 ms
[2021-03-04 15:56:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311758
[2021-03-04 15:56:01 main:603] : INFO : Saving end state to config to file
[2021-03-04 15:56:01 main:608] : INFO : Success, exiting..
15:56:01 (2480): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)