Task 5606174
| Name | ParityMachine-1624423036-32406-3_0 |
| Workunit | 3448396 |
| Created | 4 Jul 2021, 9:45:36 UTC |
| Sent | 6 Jul 2021, 2:03:49 UTC |
| Report deadline | 13 Jul 2021, 2:03:49 UTC |
| Received | 6 Jul 2021, 22:26:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11375 |
| Run time | 2 hours 24 min 47 sec |
| CPU time | 2 hours 21 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,184.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 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: 0.0311404 | val_loss: 0.0311675 | Time: 37984.7 ms
[2021-07-06 00:48:39 main:574] : INFO : Epoch 1543 | loss: 0.0311391 | val_loss: 0.0311744 | Time: 37467.5 ms
[2021-07-06 00:49:17 main:574] : INFO : Epoch 1544 | loss: 0.031142 | val_loss: 0.0311715 | Time: 37711.4 ms
[2021-07-06 00:49:54 main:574] : INFO : Epoch 1545 | loss: 0.0311434 | val_loss: 0.031179 | Time: 37419.9 ms
[2021-07-06 00:50:32 main:574] : INFO : Epoch 1546 | loss: 0.0311414 | val_loss: 0.0311654 | Time: 37666.3 ms
[2021-07-06 00:51:10 main:574] : INFO : Epoch 1547 | loss: 0.0311389 | val_loss: 0.0311682 | Time: 37465.9 ms
[2021-07-06 00:51:48 main:574] : INFO : Epoch 1548 | loss: 0.0311387 | val_loss: 0.031168 | Time: 38140 ms
[2021-07-06 00:52:28 main:574] : INFO : Epoch 1549 | loss: 0.031141 | val_loss: 0.0311828 | Time: 39354.3 ms
[2021-07-06 00:53:06 main:574] : INFO : Epoch 1550 | loss: 0.031145 | val_loss: 0.0311651 | Time: 38630.6 ms
[2021-07-06 00:53:44 main:574] : INFO : Epoch 1551 | loss: 0.0311491 | val_loss: 0.0311654 | Time: 37505.5 ms
[2021-07-06 00:54:22 main:574] : INFO : Epoch 1552 | loss: 0.031148 | val_loss: 0.0311625 | Time: 37644.9 ms
[2021-07-06 00:54:59 main:574] : INFO : Epoch 1553 | loss: 0.0311496 | val_loss: 0.0311642 | Time: 37446.2 ms
[2021-07-06 00:55:37 main:574] : INFO : Epoch 1554 | loss: 0.0311481 | val_loss: 0.0311676 | Time: 37500.8 ms
[2021-07-06 00:56:15 main:574] : INFO : Epoch 1555 | loss: 0.0311454 | val_loss: 0.0311607 | Time: 37699.7 ms
[2021-07-06 00:56:52 main:574] : INFO : Epoch 1556 | loss: 0.0311436 | val_loss: 0.0311622 | Time: 37511.1 ms
[2021-07-06 00:57:30 main:574] : INFO : Epoch 1557 | loss: 0.0311453 | val_loss: 0.0311633 | Time: 38038.1 ms
[2021-07-06 00:58:09 main:574] : INFO : Epoch 1558 | loss: 0.0311452 | val_loss: 0.031168 | Time: 38291 ms
[2021-07-06 00:58:48 main:574] : INFO : Epoch 1559 | loss: 0.0311485 | val_loss: 0.0311655 | Time: 39080.6 ms
[2021-07-06 00:59:27 main:574] : INFO : Epoch 1560 | loss: 0.0311457 | val_loss: 0.0311656 | Time: 39136.6 ms
[2021-07-06 01:00:05 main:574] : INFO : Epoch 1561 | loss: 0.0311456 | val_loss: 0.0311656 | Time: 37663.8 ms
[2021-07-06 01:00:43 main:574] : INFO : Epoch 1562 | loss: 0.0311432 | val_loss: 0.0311655 | Time: 37915.7 ms
[2021-07-06 01:01:21 main:574] : INFO : Epoch 1563 | loss: 0.0311421 | val_loss: 0.0311676 | Time: 37662.3 ms
[2021-07-06 01:01:59 main:574] : INFO : Epoch 1564 | loss: 0.031143 | val_loss: 0.0311676 | Time: 37637.4 ms
[2021-07-06 01:02:36 main:574] : INFO : Epoch 1565 | loss: 0.0311467 | val_loss: 0.0311681 | Time: 37552.2 ms
[2021-07-06 01:03:14 main:574] : INFO : Epoch 1566 | loss: 0.0311481 | val_loss: 0.0311743 | Time: 38009.1 ms
[2021-07-06 01:03:52 main:574] : INFO : Epoch 1567 | loss: 0.0311512 | val_loss: 0.0311718 | Time: 37332.4 ms
[2021-07-06 01:04:29 main:574] : INFO : Epoch 1568 | loss: 0.0311608 | val_loss: 0.0311667 | Time: 37439.2 ms
[2021-07-06 01:05:07 main:574] : INFO : Epoch 1569 | loss: 0.031161 | val_loss: 0.0311655 | Time: 37144.1 ms
[2021-07-06 01:05:44 main:574] : INFO : Epoch 1570 | loss: 0.0311603 | val_loss: 0.0311652 | Time: 37472 ms
[2021-07-06 01:06:22 main:574] : INFO : Epoch 1571 | loss: 0.0311556 | val_loss: 0.0311631 | Time: 37521.4 ms
[2021-07-06 01:07:00 main:574] : INFO : Epoch 1572 | loss: 0.0311569 | val_loss: 0.0311661 | Time: 37666.5 ms
[2021-07-06 01:07:38 main:574] : INFO : Epoch 1573 | loss: 0.0311571 | val_loss: 0.0311621 | Time: 37826.8 ms
[2021-07-06 01:08:15 main:574] : INFO : Epoch 1574 | loss: 0.0311552 | val_loss: 0.0311661 | Time: 37458.8 ms
[2021-07-06 01:08:53 main:574] : INFO : Epoch 1575 | loss: 0.0311526 | val_loss: 0.0311725 | Time: 37586.6 ms
[2021-07-06 01:09:30 main:574] : INFO : Epoch 1576 | loss: 0.0311551 | val_loss: 0.0311649 | Time: 37503 ms
[2021-07-06 01:10:08 main:574] : INFO : Epoch 1577 | loss: 0.0311581 | val_loss: 0.0311754 | Time: 37477.5 ms
[2021-07-06 01:10:46 main:574] : INFO : Epoch 1578 | loss: 0.0311536 | val_loss: 0.0311688 | Time: 37598.5 ms
[2021-07-06 01:11:23 main:574] : INFO : Epoch 1579 | loss: 0.0311498 | val_loss: 0.031164 | Time: 37525.1 ms
[2021-07-06 01:12:01 main:574] : INFO : Epoch 1580 | loss: 0.0311481 | val_loss: 0.0311651 | Time: 37972.8 ms
[2021-07-06 01:12:39 main:574] : INFO : Epoch 1581 | loss: 0.0311477 | val_loss: 0.0311634 | Time: 37587.3 ms
[2021-07-06 01:13:17 main:574] : INFO : Epoch 1582 | loss: 0.0311499 | val_loss: 0.0311696 | Time: 37583 ms
[2021-07-06 01:13:55 main:574] : INFO : Epoch 1583 | loss: 0.0311515 | val_loss: 0.0311653 | Time: 37618.9 ms
[2021-07-06 01:14:33 main:574] : INFO : Epoch 1584 | loss: 0.0311514 | val_loss: 0.0311694 | Time: 37836.3 ms
[2021-07-06 01:15:10 main:574] : INFO : Epoch 1585 | loss: 0.0311504 | val_loss: 0.031167 | Time: 37479.2 ms
[2021-07-06 01:15:48 main:574] : INFO : Epoch 1586 | loss: 0.0311523 | val_loss: 0.0311674 | Time: 37567.7 ms
[2021-07-06 01:16:26 main:574] : INFO : Epoch 1587 | loss: 0.0311512 | val_loss: 0.0311676 | Time: 37840.5 ms
[2021-07-06 01:17:04 main:574] : INFO : Epoch 1588 | loss: 0.0311536 | val_loss: 0.031175 | Time: 37986.7 ms
[2021-07-06 01:17:43 main:574] : INFO : Epoch 1589 | loss: 0.0311506 | val_loss: 0.0311632 | Time: 38825.7 ms
[2021-07-06 01:18:21 main:574] : INFO : Epoch 1590 | loss: 0.0311525 | val_loss: 0.0311747 | Time: 37597.4 ms
[2021-07-06 01:18:58 main:574] : INFO : Epoch 1591 | loss: 0.0311496 | val_loss: 0.0311663 | Time: 37489.1 ms
[2021-07-06 01:19:36 main:574] : INFO : Epoch 1592 | loss: 0.0311482 | val_loss: 0.0311651 | Time: 37571.8 ms
[2021-07-06 01:20:13 main:574] : INFO : Epoch 1593 | loss: 0.0311499 | val_loss: 0.0311644 | Time: 37224.3 ms
[2021-07-06 01:20:51 main:574] : INFO : Epoch 1594 | loss: 0.031149 | val_loss: 0.0311659 | Time: 37793 ms
[2021-07-06 01:21:29 main:574] : INFO : Epoch 1595 | loss: 0.031148 | val_loss: 0.0311687 | Time: 37854.5 ms
[2021-07-06 01:22:07 main:574] : INFO : Epoch 1596 | loss: 0.0311474 | val_loss: 0.0311669 | Time: 37923.4 ms
[2021-07-06 01:22:44 main:574] : INFO : Epoch 1597 | loss: 0.0311467 | val_loss: 0.0311665 | Time: 37286.7 ms
[2021-07-06 01:23:22 main:574] : INFO : Epoch 1598 | loss: 0.0311474 | val_loss: 0.0311653 | Time: 37555.6 ms
[2021-07-06 01:24:00 main:574] : INFO : Epoch 1599 | loss: 0.0311483 | val_loss: 0.0311639 | Time: 37485.7 ms
[2021-07-06 01:24:38 main:574] : INFO : Epoch 1600 | loss: 0.0311445 | val_loss: 0.0311649 | Time: 37635 ms
[2021-07-06 01:25:15 main:574] : INFO : Epoch 1601 | loss: 0.0311464 | val_loss: 0.0311685 | Time: 37343.8 ms
[2021-07-06 01:25:53 main:574] : INFO : Epoch 1602 | loss: 0.0311482 | val_loss: 0.0311701 | Time: 37551.8 ms
[2021-07-06 01:26:30 main:574] : INFO : Epoch 1603 | loss: 0.0311502 | val_loss: 0.0311664 | Time: 37445.5 ms
[2021-07-06 01:27:08 main:574] : INFO : Epoch 1604 | loss: 0.0311486 | val_loss: 0.0311721 | Time: 38039 ms
[2021-07-06 01:27:46 main:574] : INFO : Epoch 1605 | loss: 0.0311476 | val_loss: 0.0311651 | Time: 37618.3 ms
[2021-07-06 01:28:24 main:574] : INFO : Epoch 1606 | loss: 0.0311475 | val_loss: 0.031168 | Time: 37481.3 ms
[2021-07-06 01:29:01 main:574] : INFO : Epoch 1607 | loss: 0.0311454 | val_loss: 0.0311664 | Time: 37288.2 ms
[2021-07-06 01:29:39 main:574] : INFO : Epoch 1608 | loss: 0.0311446 | val_loss: 0.0311655 | Time: 37466.6 ms
[2021-07-06 01:30:16 main:574] : INFO : Epoch 1609 | loss: 0.0311473 | val_loss: 0.0311667 | Time: 37368.4 ms
[2021-07-06 01:30:54 main:574] : INFO : Epoch 1610 | loss: 0.0311477 | val_loss: 0.0311751 | Time: 37367.5 ms
[2021-07-06 01:31:32 main:574] : INFO : Epoch 1611 | loss: 0.0311492 | val_loss: 0.0311682 | Time: 37834.6 ms
[2021-07-06 01:32:09 main:574] : INFO : Epoch 1612 | loss: 0.0311501 | val_loss: 0.0311664 | Time: 37650.2 ms
[2021-07-06 01:32:47 main:574] : INFO : Epoch 1613 | loss: 0.0311573 | val_loss: 0.0311747 | Time: 37469.5 ms
[2021-07-06 12:45:14 main:574] : INFO : Epoch 1614 | loss: 0.031158 | val_loss: 0.0311706 | Time: 4.03471e+07 ms
[2021-07-06 12:46:24 main:574] : INFO : Epoch 1615 | loss: 0.0311569 | val_loss: 0.0311678 | Time: 64395.6 ms
[2021-07-06 12:47:46 main:574] : INFO : Epoch 1616 | loss: 0.03116 | val_loss: 0.0311855 | Time: 51331.5 ms
[2021-07-06 12:48:55 main:574] : INFO : Epoch 1617 | loss: 0.0311569 | val_loss: 0.0311691 | Time: 61936.5 ms
[2021-07-06 12:50:32 main:574] : INFO : Epoch 1618 | loss: 0.0311508 | val_loss: 0.0311645 | Time: 96108.4 ms
[2021-07-06 12:52:05 main:574] : INFO : Epoch 1619 | loss: 0.0311496 | val_loss: 0.0311627 | Time: 93737 ms
[2021-07-06 12:53:16 main:574] : INFO : Epoch 1620 | loss: 0.031151 | val_loss: 0.0311664 | Time: 67424.7 ms
[2021-07-06 12:54:18 main:574] : INFO : Epoch 1621 | loss: 0.0311479 | val_loss: 0.0311661 | Time: 61809.6 ms
[2021-07-06 12:55:42 main:574] : INFO : Epoch 1622 | loss: 0.0311491 | val_loss: 0.0311632 | Time: 84185.6 ms
[2021-07-06 12:57:51 main:574] : INFO : Epoch 1623 | loss: 0.0311473 | val_loss: 0.031164 | Time: 72501.1 ms
[2021-07-06 12:58:52 main:574] : INFO : Epoch 1624 | loss: 0.0311466 | val_loss: 0.0311619 | Time: 60918 ms
[2021-07-06 13:00:04 main:574] : INFO : Epoch 1625 | loss: 0.0311476 | val_loss: 0.0311623 | Time: 71435 ms
[2021-07-06 13:00:45 main:574] : INFO : Epoch 1626 | loss: 0.031148 | val_loss: 0.0311743 | Time: 40725.3 ms
[2021-07-06 18:03:29 main:574] : INFO : Epoch 1627 | loss: 0.0311494 | val_loss: 0.0311696 | Time: 1.81648e+07 ms
[2021-07-06 18:03:32 main:574] : INFO : Epoch 1628 | loss: 0.0311498 | val_loss: 0.0311658 | Time: 2194.74 ms
[2021-07-06 18:03:34 main:574] : INFO : Epoch 1629 | loss: 0.0311453 | val_loss: 0.0311633 | Time: 2370.41 ms
[2021-07-06 18:03:36 main:574] : INFO : Epoch 1630 | loss: 0.0311461 | val_loss: 0.0311649 | Time: 1913.08 ms
[2021-07-06 18:03:38 main:574] : INFO : Epoch 1631 | loss: 0.0311462 | val_loss: 0.0311745 | Time: 1972.17 ms
[2021-07-06 18:03:40 main:574] : INFO : Epoch 1632 | loss: 0.0311464 | val_loss: 0.0311637 | Time: 1854.83 ms
[2021-07-06 18:03:42 main:574] : INFO : Epoch 1633 | loss: 0.0311451 | val_loss: 0.0311645 | Time: 1992.98 ms
[2021-07-06 18:03:44 main:574] : INFO : Epoch 1634 | loss: 0.0311439 | val_loss: 0.0311665 | Time: 1851.36 ms
[2021-07-06 18:03:45 main:574] : INFO : Epoch 1635 | loss: 0.0311433 | val_loss: 0.0311661 | Time: 1809.46 ms
[2021-07-06 18:03:47 main:574] : INFO : Epoch 1636 | loss: 0.0311439 | val_loss: 0.0311652 | Time: 1856.18 ms
[2021-07-06 18:03:49 main:574] : INFO : Epoch 1637 | loss: 0.0311423 | val_loss: 0.0311645 | Time: 2008.58 ms
[2021-07-06 18:03:51 main:574] : INFO : Epoch 1638 | loss: 0.0311433 | val_loss: 0.0311711 | Time: 1794.46 ms
[2021-07-06 18:03:53 main:574] : INFO : Epoch 1639 | loss: 0.0311466 | val_loss: 0.0311695 | Time: 2284.06 ms
[2021-07-06 18:03:56 main:574] : INFO : Epoch 1640 | loss: 0.0311486 | val_loss: 0.0311759 | Time: 2786.17 ms
[2021-07-06 18:03:59 main:574] : INFO : Epoch 1641 | loss: 0.0311496 | val_loss: 0.031171 | Time: 2577.9 ms
[2021-07-06 18:04:02 main:574] : INFO : Epoch 1642 | loss: 0.0311465 | val_loss: 0.0311702 | Time: 2771.2 ms
[2021-07-06 18:04:05 main:574] : INFO : Epoch 1643 | loss: 0.0311428 | val_loss: 0.031168 | Time: 2925.18 ms
[2021-07-06 18:04:07 main:574] : INFO : Epoch 1644 | loss: 0.0311441 | val_loss: 0.0311725 | Time: 2478.15 ms
[2021-07-06 18:04:10 main:574] : INFO : Epoch 1645 | loss: 0.0311448 | val_loss: 0.0311676 | Time: 2520.41 ms
[2021-07-06 18:04:12 main:574] : INFO : Epoch 1646 | loss: 0.0311437 | val_loss: 0.0311693 | Time: 2638.76 ms
[2021-07-06 18:04:15 main:574] : INFO : Epoch 1647 | loss: 0.031145 | val_loss: 0.0311679 | Time: 2506.87 ms
[2021-07-06 18:04:17 main:574] : INFO : Epoch 1648 | loss: 0.031143 | val_loss: 0.0311702 | Time: 2585.09 ms
[2021-07-06 18:04:20 main:574] : INFO : Epoch 1649 | loss: 0.031144 | val_loss: 0.0311681 | Time: 2641.71 ms
[2021-07-06 18:04:23 main:574] : INFO : Epoch 1650 | loss: 0.0311428 | val_loss: 0.0311673 | Time: 2643.61 ms
[2021-07-06 18:04:25 main:574] : INFO : Epoch 1651 | loss: 0.0311437 | val_loss: 0.0311655 | Time: 2568.44 ms
[2021-07-06 18:04:28 main:574] : INFO : Epoch 1652 | loss: 0.0311446 | val_loss: 0.0311658 | Time: 2535.22 ms
[2021-07-06 18:04:30 main:574] : INFO : Epoch 1653 | loss: 0.0311424 | val_loss: 0.0311662 | Time: 2650.3 ms
[2021-07-06 18:04:33 main:574] : INFO : Epoch 1654 | loss: 0.0311431 | val_loss: 0.0311678 | Time: 2457.17 ms
[2021-07-06 18:04:35 main:574] : INFO : Epoch 1655 | loss: 0.0311407 | val_loss: 0.0311695 | Time: 2388.24 ms
[2021-07-06 18:04:38 main:574] : INFO : Epoch 1656 | loss: 0.0311454 | val_loss: 0.0311694 | Time: 2441.86 ms
[2021-07-06 18:04:40 main:574] : INFO : Epoch 1657 | loss: 0.0311519 | val_loss: 0.031167 | Time: 2641.2 ms
[2021-07-06 18:04:43 main:574] : INFO : Epoch 1658 | loss: 0.0311504 | val_loss: 0.0311692 | Time: 2409.56 ms
[2021-07-06 18:04:45 main:574] : INFO : Epoch 1659 | loss: 0.0311493 | val_loss: 0.0311635 | Time: 2370.54 ms
[2021-07-06 18:04:48 main:574] : INFO : Epoch 1660 | loss: 0.0311466 | val_loss: 0.0311733 | Time: 2355.98 ms
[2021-07-06 18:04:50 main:574] : INFO : Epoch 1661 | loss: 0.0311466 | val_loss: 0.0311686 | Time: 2356.87 ms
[2021-07-06 18:04:52 main:574] : INFO : Epoch 1662 | loss: 0.0311454 | val_loss: 0.0311666 | Time: 2447.35 ms
[2021-07-06 18:04:55 main:574] : INFO : Epoch 1663 | loss: 0.0311447 | val_loss: 0.0311652 | Time: 2469.45 ms
[2021-07-06 18:04:57 main:574] : INFO : Epoch 1664 | loss: 0.0311434 | val_loss: 0.031169 | Time: 2375.68 ms
[2021-07-06 18:05:00 main:574] : INFO : Epoch 1665 | loss: 0.0311462 | val_loss: 0.0311758 | Time: 2501.35 ms
[2021-07-06 18:05:02 main:574] : INFO : Epoch 1666 | loss: 0.0311804 | val_loss: 0.0311828 | Time: 2350.95 ms
[2021-07-06 18:05:05 main:574] : INFO : Epoch 1667 | loss: 0.0311528 | val_loss: 0.0311744 | Time: 2448.25 ms
[2021-07-06 18:05:07 main:574] : INFO : Epoch 1668 | loss: 0.0311482 | val_loss: 0.0311672 | Time: 2430.22 ms
[2021-07-06 18:05:09 main:574] : INFO : Epoch 1669 | loss: 0.0311442 | val_loss: 0.0311676 | Time: 2333.24 ms
[2021-07-06 18:05:12 main:574] : INFO : Epoch 1670 | loss: 0.0311458 | val_loss: 0.031165 | Time: 2371.28 ms
[2021-07-06 18:05:14 main:574] : INFO : Epoch 1671 | loss: 0.0311472 | val_loss: 0.0311666 | Time: 2533.55 ms
[2021-07-06 18:05:17 main:574] : INFO : Epoch 1672 | loss: 0.0311488 | val_loss: 0.0311651 | Time: 2430.88 ms
[2021-07-06 18:05:19 main:574] : INFO : Epoch 1673 | loss: 0.0311522 | val_loss: 0.0311741 | Time: 2386.64 ms
[2021-07-06 18:05:22 main:574] : INFO : Epoch 1674 | loss: 0.0311541 | val_loss: 0.0311688 | Time: 2407.95 ms
[2021-07-06 18:05:24 main:574] : INFO : Epoch 1675 | loss: 0.0311715 | val_loss: 0.0311804 | Time: 2417.37 ms
[2021-07-06 18:05:27 main:574] : INFO : Epoch 1676 | loss: 0.0311709 | val_loss: 0.0311737 | Time: 2424.95 ms
[2021-07-06 18:05:29 main:574] : INFO : Epoch 1677 | loss: 0.0311679 | val_loss: 0.031174 | Time: 2483.98 ms
[2021-07-06 18:05:31 main:574] : INFO : Epoch 1678 | loss: 0.0311682 | val_loss: 0.0311721 | Time: 2355.82 ms
[2021-07-06 18:05:34 main:574] : INFO : Epoch 1679 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 2509.07 ms
[2021-07-06 18:05:36 main:574] : INFO : Epoch 1680 | loss: 0.0311659 | val_loss: 0.031173 | Time: 2379.97 ms
[2021-07-06 18:05:39 main:574] : INFO : Epoch 1681 | loss: 0.0311643 | val_loss: 0.031178 | Time: 2547.71 ms
[2021-07-06 18:05:41 main:574] : INFO : Epoch 1682 | loss: 0.0311665 | val_loss: 0.0311727 | Time: 2453.26 ms
[2021-07-06 18:05:44 main:574] : INFO : Epoch 1683 | loss: 0.0311653 | val_loss: 0.0311745 | Time: 2273.69 ms
[2021-07-06 18:05:46 main:574] : INFO : Epoch 1684 | loss: 0.0311639 | val_loss: 0.0311717 | Time: 2323.01 ms
[2021-07-06 18:05:48 main:574] : INFO : Epoch 1685 | loss: 0.0311655 | val_loss: 0.0311742 | Time: 2531.14 ms
[2021-07-06 18:05:51 main:574] : INFO : Epoch 1686 | loss: 0.0311684 | val_loss: 0.0311759 | Time: 2420.28 ms
[2021-07-06 18:05:53 main:574] : INFO : Epoch 1687 | loss: 0.0311673 | val_loss: 0.0311776 | Time: 2515.95 ms
[2021-07-06 18:05:56 main:574] : INFO : Epoch 1688 | loss: 0.0311647 | val_loss: 0.0311716 | Time: 2376.93 ms
[2021-07-06 18:05:58 main:574] : INFO : Epoch 1689 | loss: 0.0311643 | val_loss: 0.0311743 | Time: 2305.65 ms
[2021-07-06 18:06:01 main:574] : INFO : Epoch 1690 | loss: 0.0311634 | val_loss: 0.0311725 | Time: 2385.64 ms
[2021-07-06 18:06:03 main:574] : INFO : Epoch 1691 | loss: 0.0311646 | val_loss: 0.0311762 | Time: 2495.75 ms
[2021-07-06 18:06:06 main:574] : INFO : Epoch 1692 | loss: 0.0311659 | val_loss: 0.0311748 | Time: 2453.07 ms
[2021-07-06 18:06:08 main:574] : INFO : Epoch 1693 | loss: 0.0311619 | val_loss: 0.0311709 | Time: 2349.23 ms
[2021-07-06 18:06:10 main:574] : INFO : Epoch 1694 | loss: 0.031164 | val_loss: 0.0311698 | Time: 2531.43 ms
[2021-07-06 18:06:13 main:574] : INFO : Epoch 1695 | loss: 0.0311653 | val_loss: 0.0311757 | Time: 2681.87 ms
[2021-07-06 18:06:16 main:574] : INFO : Epoch 1696 | loss: 0.0311627 | val_loss: 0.0311726 | Time: 3038.98 ms
[2021-07-06 18:06:20 main:574] : INFO : Epoch 1697 | loss: 0.0311605 | val_loss: 0.0311718 | Time: 4260.71 ms
[2021-07-06 18:06:25 main:574] : INFO : Epoch 1698 | loss: 0.0311609 | val_loss: 0.0311733 | Time: 4068.05 ms
[2021-07-06 18:06:28 main:574] : INFO : Epoch 1699 | loss: 0.0311649 | val_loss: 0.031173 | Time: 3026.09 ms
[2021-07-06 18:06:30 main:574] : INFO : Epoch 1700 | loss: 0.031166 | val_loss: 0.0311727 | Time: 2675.11 ms
[2021-07-06 18:06:33 main:574] : INFO : Epoch 1701 | loss: 0.0311612 | val_loss: 0.0311704 | Time: 2779.32 ms
[2021-07-06 18:06:36 main:574] : INFO : Epoch 1702 | loss: 0.0311608 | val_loss: 0.0311709 | Time: 2733.47 ms
[2021-07-06 18:06:38 main:574] : INFO : Epoch 1703 | loss: 0.0311592 | val_loss: 0.0311729 | Time: 2528.47 ms
[2021-07-06 18:06:41 main:574] : INFO : Epoch 1704 | loss: 0.0311597 | val_loss: 0.0311705 | Time: 2372.61 ms
[2021-07-06 18:06:43 main:574] : INFO : Epoch 1705 | loss: 0.0311614 | val_loss: 0.0311706 | Time: 2672.29 ms
[2021-07-06 18:06:46 main:574] : INFO : Epoch 1706 | loss: 0.0311631 | val_loss: 0.0311829 | Time: 3014.86 ms
[2021-07-06 18:06:49 main:574] : INFO : Epoch 1707 | loss: 0.0311637 | val_loss: 0.0311732 | Time: 2687.13 ms
[2021-07-06 18:06:52 main:574] : INFO : Epoch 1708 | loss: 0.0311636 | val_loss: 0.031181 | Time: 2639.28 ms
[2021-07-06 18:06:54 main:574] : INFO : Epoch 1709 | loss: 0.0311672 | val_loss: 0.0311716 | Time: 2475.15 ms
[2021-07-06 18:06:57 main:574] : INFO : Epoch 1710 | loss: 0.0311603 | val_loss: 0.0311717 | Time: 2447.07 ms
[2021-07-06 18:06:59 main:574] : INFO : Epoch 1711 | loss: 0.0311618 | val_loss: 0.031174 | Time: 2637.45 ms
[2021-07-06 18:07:02 main:574] : INFO : Epoch 1712 | loss: 0.0311589 | val_loss: 0.0311708 | Time: 2577.32 ms
[2021-07-06 18:07:04 main:574] : INFO : Epoch 1713 | loss: 0.0311598 | val_loss: 0.0311701 | Time: 2443.63 ms
[2021-07-06 18:07:07 main:574] : INFO : Epoch 1714 | loss: 0.0311594 | val_loss: 0.031172 | Time: 2405.11 ms
[2021-07-06 18:07:09 main:574] : INFO : Epoch 1715 | loss: 0.0311589 | val_loss: 0.0311717 | Time: 2404.23 ms
[2021-07-06 18:07:12 main:574] : INFO : Epoch 1716 | loss: 0.0311588 | val_loss: 0.0311702 | Time: 2389.74 ms
[2021-07-06 18:07:14 main:574] : INFO : Epoch 1717 | loss: 0.0311607 | val_loss: 0.031176 | Time: 2499.52 ms
[2021-07-06 18:07:17 main:574] : INFO : Epoch 1718 | loss: 0.0311594 | val_loss: 0.031171 | Time: 2592.29 ms
[2021-07-06 18:07:19 main:574] : INFO : Epoch 1719 | loss: 0.0311588 | val_loss: 0.0311706 | Time: 2625.32 ms
[2021-07-06 18:07:22 main:574] : INFO : Epoch 1720 | loss: 0.0311595 | val_loss: 0.0311703 | Time: 2709.71 ms
[2021-07-06 18:07:25 main:574] : INFO : Epoch 1721 | loss: 0.0311605 | val_loss: 0.031171 | Time: 2508.55 ms
[2021-07-06 18:07:27 main:574] : INFO : Epoch 1722 | loss: 0.0311618 | val_loss: 0.0311767 | Time: 2503.39 ms
[2021-07-06 18:07:30 main:574] : INFO : Epoch 1723 | loss: 0.0311607 | val_loss: 0.0311706 | Time: 3030.5 ms
[2021-07-06 18:07:33 main:574] : INFO : Epoch 1724 | loss: 0.0311613 | val_loss: 0.0311746 | Time: 2454.78 ms
[2021-07-06 18:07:35 main:574] : INFO : Epoch 1725 | loss: 0.0311606 | val_loss: 0.0311716 | Time: 2489.54 ms
[2021-07-06 18:07:38 main:574] : INFO : Epoch 1726 | loss: 0.0311599 | val_loss: 0.0311709 | Time: 2531.79 ms
[2021-07-06 18:07:40 main:574] : INFO : Epoch 1727 | loss: 0.0311611 | val_loss: 0.0311706 | Time: 2711 ms
[2021-07-06 18:07:43 main:574] : INFO : Epoch 1728 | loss: 0.0311596 | val_loss: 0.031171 | Time: 2358.26 ms
[2021-07-06 18:07:45 main:574] : INFO : Epoch 1729 | loss: 0.0311632 | val_loss: 0.0311741 | Time: 2234.43 ms
[2021-07-06 18:07:47 main:574] : INFO : Epoch 1730 | loss: 0.0311643 | val_loss: 0.0311735 | Time: 2319.49 ms
[2021-07-06 18:07:50 main:574] : INFO : Epoch 1731 | loss: 0.0311614 | val_loss: 0.0311739 | Time: 2584.25 ms
[2021-07-06 18:07:52 main:574] : INFO : Epoch 1732 | loss: 0.0311603 | val_loss: 0.0311692 | Time: 2402.2 ms
[2021-07-06 18:07:55 main:574] : INFO : Epoch 1733 | loss: 0.0311583 | val_loss: 0.0311735 | Time: 2313.57 ms
[2021-07-06 18:07:57 main:574] : INFO : Epoch 1734 | loss: 0.0311586 | val_loss: 0.0311701 | Time: 2338.72 ms
[2021-07-06 18:07:59 main:574] : INFO : Epoch 1735 | loss: 0.0311574 | val_loss: 0.0311691 | Time: 2289.01 ms
[2021-07-06 18:08:02 main:574] : INFO : Epoch 1736 | loss: 0.0311583 | val_loss: 0.031171 | Time: 2450.71 ms
[2021-07-06 18:08:04 main:574] : INFO : Epoch 1737 | loss: 0.0311571 | val_loss: 0.0311696 | Time: 2518.79 ms
[2021-07-06 18:08:07 main:574] : INFO : Epoch 1738 | loss: 0.0311579 | val_loss: 0.0311715 | Time: 2391.78 ms
[2021-07-06 18:08:09 main:574] : INFO : Epoch 1739 | loss: 0.0311592 | val_loss: 0.0311694 | Time: 2313.34 ms
[2021-07-06 18:08:11 main:574] : INFO : Epoch 1740 | loss: 0.0311576 | val_loss: 0.0311695 | Time: 2345.23 ms
[2021-07-06 18:08:14 main:574] : INFO : Epoch 1741 | loss: 0.0311577 | val_loss: 0.0311693 | Time: 2377.14 ms
[2021-07-06 18:08:16 main:574] : INFO : Epoch 1742 | loss: 0.0311588 | val_loss: 0.0311746 | Time: 2392.27 ms
[2021-07-06 18:08:19 main:574] : INFO : Epoch 1743 | loss: 0.0311591 | val_loss: 0.0311697 | Time: 2447.09 ms
[2021-07-06 18:08:21 main:574] : INFO : Epoch 1744 | loss: 0.0311573 | val_loss: 0.0311729 | Time: 2326.27 ms
[2021-07-06 18:08:24 main:574] : INFO : Epoch 1745 | loss: 0.0311575 | val_loss: 0.0311685 | Time: 2471.25 ms
[2021-07-06 18:08:26 main:574] : INFO : Epoch 1746 | loss: 0.0311569 | val_loss: 0.0311715 | Time: 2366.08 ms
[2021-07-06 18:08:28 main:574] : INFO : Epoch 1747 | loss: 0.0311565 | val_loss: 0.0311693 | Time: 2401.46 ms
[2021-07-06 18:08:31 main:574] : INFO : Epoch 1748 | loss: 0.031157 | val_loss: 0.0311705 | Time: 2447.05 ms
[2021-07-06 18:08:33 main:574] : INFO : Epoch 1749 | loss: 0.0311563 | val_loss: 0.0311681 | Time: 2337.49 ms
[2021-07-06 18:08:35 main:574] : INFO : Epoch 1750 | loss: 0.0311568 | val_loss: 0.0311695 | Time: 2284.54 ms
[2021-07-06 18:08:38 main:574] : INFO : Epoch 1751 | loss: 0.031156 | val_loss: 0.0311689 | Time: 2418.21 ms
[2021-07-06 18:08:40 main:574] : INFO : Epoch 1752 | loss: 0.0311567 | val_loss: 0.0311703 | Time: 2458.19 ms
[2021-07-06 18:08:43 main:574] : INFO : Epoch 1753 | loss: 0.0311612 | val_loss: 0.0311739 | Time: 2930.84 ms
[2021-07-06 18:08:46 main:574] : INFO : Epoch 1754 | loss: 0.0311571 | val_loss: 0.0311693 | Time: 2807.46 ms
[2021-07-06 18:08:49 main:574] : INFO : Epoch 1755 | loss: 0.0311565 | val_loss: 0.0311695 | Time: 2822.33 ms
[2021-07-06 18:08:52 main:574] : INFO : Epoch 1756 | loss: 0.031156 | val_loss: 0.0311715 | Time: 2716.7 ms
[2021-07-06 18:08:54 main:574] : INFO : Epoch 1757 | loss: 0.0311581 | val_loss: 0.0311693 | Time: 2409.35 ms
[2021-07-06 18:08:57 main:574] : INFO : Epoch 1758 | loss: 0.0311575 | val_loss: 0.0311787 | Time: 2771.96 ms
[2021-07-06 18:08:59 main:574] : INFO : Epoch 1759 | loss: 0.0311597 | val_loss: 0.0311827 | Time: 2452.06 ms
[2021-07-06 18:09:02 main:574] : INFO : Epoch 1760 | loss: 0.0311583 | val_loss: 0.0311719 | Time: 2501.78 ms
[2021-07-06 18:09:05 main:574] : INFO : Epoch 1761 | loss: 0.0311558 | val_loss: 0.0311686 | Time: 2663.77 ms
[2021-07-06 18:09:07 main:574] : INFO : Epoch 1762 | loss: 0.0311561 | val_loss: 0.0311722 | Time: 2517.44 ms
[2021-07-06 18:09:10 main:574] : INFO : Epoch 1763 | loss: 0.0311557 | val_loss: 0.031171 | Time: 2575.45 ms
[2021-07-06 18:09:12 main:574] : INFO : Epoch 1764 | loss: 0.0311558 | val_loss: 0.0311705 | Time: 2560.43 ms
[2021-07-06 18:09:15 main:574] : INFO : Epoch 1765 | loss: 0.0311552 | val_loss: 0.031172 | Time: 2651.72 ms
[2021-07-06 18:09:17 main:574] : INFO : Epoch 1766 | loss: 0.0311566 | val_loss: 0.0311703 | Time: 2426.2 ms
[2021-07-06 18:09:20 main:574] : INFO : Epoch 1767 | loss: 0.0311554 | val_loss: 0.0311716 | Time: 2614.28 ms
[2021-07-06 18:09:22 main:574] : INFO : Epoch 1768 | loss: 0.0311571 | val_loss: 0.0311703 | Time: 2487.88 ms
[2021-07-06 18:09:25 main:574] : INFO : Epoch 1769 | loss: 0.0311564 | val_loss: 0.0311701 | Time: 2786.13 ms
[2021-07-06 18:09:28 main:574] : INFO : Epoch 1770 | loss: 0.031155 | val_loss: 0.0311714 | Time: 2642.78 ms
[2021-07-06 18:09:30 main:574] : INFO : Epoch 1771 | loss: 0.031155 | val_loss: 0.0311704 | Time: 2281.18 ms
[2021-07-06 18:09:33 main:574] : INFO : Epoch 1772 | loss: 0.0311563 | val_loss: 0.0311686 | Time: 2861.66 ms
[2021-07-06 18:09:36 main:574] : INFO : Epoch 1773 | loss: 0.031157 | val_loss: 0.0311735 | Time: 2663.34 ms
[2021-07-06 18:09:38 main:574] : INFO : Epoch 1774 | loss: 0.0311551 | val_loss: 0.0311707 | Time: 2386.66 ms
[2021-07-06 18:09:41 main:574] : INFO : Epoch 1775 | loss: 0.0311551 | val_loss: 0.0311713 | Time: 2416.77 ms
[2021-07-06 18:09:43 main:574] : INFO : Epoch 1776 | loss: 0.0311557 | val_loss: 0.0311705 | Time: 2462.05 ms
[2021-07-06 18:09:45 main:574] : INFO : Epoch 1777 | loss: 0.0311553 | val_loss: 0.0311729 | Time: 2425.44 ms
[2021-07-06 18:09:48 main:574] : INFO : Epoch 1778 | loss: 0.0311549 | val_loss: 0.0311718 | Time: 2468.66 ms
[2021-07-06 18:09:50 main:574] : INFO : Epoch 1779 | loss: 0.0311548 | val_loss: 0.0311697 | Time: 2454.8 ms
[2021-07-06 18:09:53 main:574] : INFO : Epoch 1780 | loss: 0.0311547 | val_loss: 0.0311786 | Time: 2405.47 ms
[2021-07-06 18:09:55 main:574] : INFO : Epoch 1781 | loss: 0.0311571 | val_loss: 0.0311739 | Time: 2422.4 ms
[2021-07-06 18:09:58 main:574] : INFO : Epoch 1782 | loss: 0.031155 | val_loss: 0.0311719 | Time: 2315.7 ms
[2021-07-06 18:10:00 main:574] : INFO : Epoch 1783 | loss: 0.0311544 | val_loss: 0.0311726 | Time: 2410.3 ms
[2021-07-06 18:10:02 main:574] : INFO : Epoch 1784 | loss: 0.0311545 | val_loss: 0.0311724 | Time: 2296.89 ms
[2021-07-06 18:10:05 main:574] : INFO : Epoch 1785 | loss: 0.0311562 | val_loss: 0.0311731 | Time: 2295.79 ms
[2021-07-06 18:10:07 main:574] : INFO : Epoch 1786 | loss: 0.031157 | val_loss: 0.0311712 | Time: 2496.26 ms
[2021-07-06 18:10:10 main:574] : INFO : Epoch 1787 | loss: 0.0311539 | val_loss: 0.0311696 | Time: 2396.96 ms
[2021-07-06 18:10:12 main:574] : INFO : Epoch 1788 | loss: 0.031154 | val_loss: 0.0311704 | Time: 2355.22 ms
[2021-07-06 18:10:14 main:574] : INFO : Epoch 1789 | loss: 0.0311537 | val_loss: 0.0311703 | Time: 2369.21 ms
[2021-07-06 18:10:17 main:574] : INFO : Epoch 1790 | loss: 0.0311542 | val_loss: 0.0311718 | Time: 2699.18 ms
[2021-07-06 18:10:20 main:574] : INFO : Epoch 1791 | loss: 0.0311574 | val_loss: 0.0311728 | Time: 2663.06 ms
[2021-07-06 18:10:22 main:574] : INFO : Epoch 1792 | loss: 0.0311561 | val_loss: 0.0311714 | Time: 2430.85 ms
[2021-07-06 18:10:24 main:574] : INFO : Epoch 1793 | loss: 0.0311626 | val_loss: 0.0311882 | Time: 2303.98 ms
[2021-07-06 18:10:27 main:574] : INFO : Epoch 1794 | loss: 0.0311592 | val_loss: 0.0311746 | Time: 2323.95 ms
[2021-07-06 18:10:29 main:574] : INFO : Epoch 1795 | loss: 0.0311532 | val_loss: 0.0311719 | Time: 2362.27 ms
[2021-07-06 18:10:32 main:574] : INFO : Epoch 1796 | loss: 0.031156 | val_loss: 0.0311759 | Time: 2404.5 ms
[2021-07-06 18:10:34 main:574] : INFO : Epoch 1797 | loss: 0.0311546 | val_loss: 0.031172 | Time: 2403.83 ms
[2021-07-06 18:10:36 main:574] : INFO : Epoch 1798 | loss: 0.0311527 | val_loss: 0.0311732 | Time: 2381.85 ms
[2021-07-06 18:10:39 main:574] : INFO : Epoch 1799 | loss: 0.0311547 | val_loss: 0.0311724 | Time: 2313.26 ms
[2021-07-06 18:10:41 main:574] : INFO : Epoch 1800 | loss: 0.0311537 | val_loss: 0.0311778 | Time: 2319.01 ms
[2021-07-06 18:10:44 main:574] : INFO : Epoch 1801 | loss: 0.0311539 | val_loss: 0.0311721 | Time: 2906.8 ms
[2021-07-06 18:10:46 main:574] : INFO : Epoch 1802 | loss: 0.0311563 | val_loss: 0.0311776 | Time: 2396.62 ms
[2021-07-06 18:10:49 main:574] : INFO : Epoch 1803 | loss: 0.0311545 | val_loss: 0.0311823 | Time: 2390.47 ms
[2021-07-06 18:10:51 main:574] : INFO : Epoch 1804 | loss: 0.0311635 | val_loss: 0.0311824 | Time: 2315.86 ms
[2021-07-06 18:10:53 main:574] : INFO : Epoch 1805 | loss: 0.0311589 | val_loss: 0.0311716 | Time: 2379.71 ms
[2021-07-06 18:10:56 main:574] : INFO : Epoch 1806 | loss: 0.031157 | val_loss: 0.0311739 | Time: 2543.17 ms
[2021-07-06 18:10:58 main:574] : INFO : Epoch 1807 | loss: 0.0311529 | val_loss: 0.0311736 | Time: 2382.16 ms
[2021-07-06 18:11:01 main:574] : INFO : Epoch 1808 | loss: 0.031153 | val_loss: 0.0311716 | Time: 2324.15 ms
[2021-07-06 18:11:03 main:574] : INFO : Epoch 1809 | loss: 0.0311524 | val_loss: 0.0311718 | Time: 2338.86 ms
[2021-07-06 18:11:06 main:574] : INFO : Epoch 1810 | loss: 0.0311525 | val_loss: 0.0311728 | Time: 2411.45 ms
[2021-07-06 18:11:08 main:574] : INFO : Epoch 1811 | loss: 0.0311573 | val_loss: 0.0311832 | Time: 2359.09 ms
[2021-07-06 18:11:10 main:574] : INFO : Epoch 1812 | loss: 0.0311571 | val_loss: 0.0311731 | Time: 2438.84 ms
[2021-07-06 18:11:13 main:574] : INFO : Epoch 1813 | loss: 0.0311528 | val_loss: 0.0311721 | Time: 2300.19 ms
[2021-07-06 18:11:15 main:574] : INFO : Epoch 1814 | loss: 0.0311545 | val_loss: 0.031173 | Time: 2288.08 ms
[2021-07-06 18:11:17 main:574] : INFO : Epoch 1815 | loss: 0.0311549 | val_loss: 0.0311743 | Time: 2381.75 ms
[2021-07-06 18:11:20 main:574] : INFO : Epoch 1816 | loss: 0.0311541 | val_loss: 0.0311708 | Time: 2377.03 ms
[2021-07-06 18:11:22 main:574] : INFO : Epoch 1817 | loss: 0.0311531 | val_loss: 0.03118 | Time: 2479.38 ms
[2021-07-06 18:11:25 main:574] : INFO : Epoch 1818 | loss: 0.0311532 | val_loss: 0.0311735 | Time: 2301.82 ms
[2021-07-06 18:11:27 main:574] : INFO : Epoch 1819 | loss: 0.0311532 | val_loss: 0.0311721 | Time: 2335.87 ms
[2021-07-06 18:11:29 main:574] : INFO : Epoch 1820 | loss: 0.0311528 | val_loss: 0.0311716 | Time: 2350.48 ms
[2021-07-06 18:11:32 main:574] : INFO : Epoch 1821 | loss: 0.0311527 | val_loss: 0.0311723 | Time: 2334.98 ms
[2021-07-06 18:11:34 main:574] : INFO : Epoch 1822 | loss: 0.0311522 | val_loss: 0.0311779 | Time: 2437.46 ms
[2021-07-06 18:11:37 main:574] : INFO : Epoch 1823 | loss: 0.0311542 | val_loss: 0.0311728 | Time: 2417.1 ms
[2021-07-06 18:11:39 main:574] : INFO : Epoch 1824 | loss: 0.0311555 | val_loss: 0.0311793 | Time: 2291.99 ms
[2021-07-06 18:11:41 main:574] : INFO : Epoch 1825 | loss: 0.0311549 | val_loss: 0.0311781 | Time: 2279.66 ms
[2021-07-06 18:11:44 main:574] : INFO : Epoch 1826 | loss: 0.0311536 | val_loss: 0.0311719 | Time: 3236.95 ms
[2021-07-06 18:11:47 main:574] : INFO : Epoch 1827 | loss: 0.0311514 | val_loss: 0.0311709 | Time: 2424.86 ms
[2021-07-06 18:11:49 main:574] : INFO : Epoch 1828 | loss: 0.0311512 | val_loss: 0.0311724 | Time: 2373.14 ms
[2021-07-06 18:11:52 main:574] : INFO : Epoch 1829 | loss: 0.0311517 | val_loss: 0.0311738 | Time: 2428.24 ms
[2021-07-06 18:11:54 main:574] : INFO : Epoch 1830 | loss: 0.0311506 | val_loss: 0.0311714 | Time: 2451.12 ms
[2021-07-06 18:11:57 main:574] : INFO : Epoch 1831 | loss: 0.0311502 | val_loss: 0.0311724 | Time: 2527.82 ms
[2021-07-06 18:11:59 main:574] : INFO : Epoch 1832 | loss: 0.0311515 | val_loss: 0.0311715 | Time: 2286.42 ms
[2021-07-06 18:12:01 main:574] : INFO : Epoch 1833 | loss: 0.0311509 | val_loss: 0.0311724 | Time: 2273.75 ms
[2021-07-06 18:12:04 main:574] : INFO : Epoch 1834 | loss: 0.0311509 | val_loss: 0.0311749 | Time: 2432.41 ms
[2021-07-06 18:12:06 main:574] : INFO : Epoch 1835 | loss: 0.0311504 | val_loss: 0.0311723 | Time: 2421.62 ms
[2021-07-06 18:12:09 main:574] : INFO : Epoch 1836 | loss: 0.0311524 | val_loss: 0.0311745 | Time: 2421.2 ms
[2021-07-06 18:12:11 main:574] : INFO : Epoch 1837 | loss: 0.0311518 | val_loss: 0.031172 | Time: 2409.36 ms
[2021-07-06 18:12:13 main:574] : INFO : Epoch 1838 | loss: 0.0311513 | val_loss: 0.031175 | Time: 2344.52 ms
[2021-07-06 18:12:16 main:574] : INFO : Epoch 1839 | loss: 0.0311539 | val_loss: 0.0311779 | Time: 2272.32 ms
[2021-07-06 18:12:18 main:574] : INFO : Epoch 1840 | loss: 0.0311532 | val_loss: 0.0311711 | Time: 2450.61 ms
[2021-07-06 18:12:21 main:574] : INFO : Epoch 1841 | loss: 0.0311529 | val_loss: 0.0311842 | Time: 2407.01 ms
[2021-07-06 18:12:23 main:574] : INFO : Epoch 1842 | loss: 0.0311537 | val_loss: 0.0311726 | Time: 2352.86 ms
[2021-07-06 18:12:25 main:574] : INFO : Epoch 1843 | loss: 0.0311515 | val_loss: 0.0311772 | Time: 2411.8 ms
[2021-07-06 18:12:28 main:574] : INFO : Epoch 1844 | loss: 0.0311506 | val_loss: 0.031175 | Time: 2349.72 ms
[2021-07-06 18:12:30 main:574] : INFO : Epoch 1845 | loss: 0.0311506 | val_loss: 0.0311712 | Time: 2428.91 ms
[2021-07-06 18:12:33 main:574] : INFO : Epoch 1846 | loss: 0.0311507 | val_loss: 0.0311727 | Time: 2473.04 ms
[2021-07-06 18:12:35 main:574] : INFO : Epoch 1847 | loss: 0.0311506 | val_loss: 0.031176 | Time: 2341.38 ms
[2021-07-06 18:12:37 main:574] : INFO : Epoch 1848 | loss: 0.0311511 | val_loss: 0.0311718 | Time: 2396.19 ms
[2021-07-06 18:12:40 main:574] : INFO : Epoch 1849 | loss: 0.0311507 | val_loss: 0.0311735 | Time: 2443.26 ms
[2021-07-06 18:12:42 main:574] : INFO : Epoch 1850 | loss: 0.0311546 | val_loss: 0.0311723 | Time: 2345.02 ms
[2021-07-06 18:12:45 main:574] : INFO : Epoch 1851 | loss: 0.0311526 | val_loss: 0.0311732 | Time: 2858.54 ms
[2021-07-06 18:12:48 main:574] : INFO : Epoch 1852 | loss: 0.0311511 | val_loss: 0.031175 | Time: 2445 ms
[2021-07-06 18:12:50 main:574] : INFO : Epoch 1853 | loss: 0.0311528 | val_loss: 0.0311726 | Time: 2525.44 ms
[2021-07-06 18:12:53 main:574] : INFO : Epoch 1854 | loss: 0.0311516 | val_loss: 0.0311806 | Time: 2840.85 ms
[2021-07-06 18:12:55 main:574] : INFO : Epoch 1855 | loss: 0.031153 | val_loss: 0.0311732 | Time: 2336.54 ms
[2021-07-06 18:12:58 main:574] : INFO : Epoch 1856 | loss: 0.0311504 | val_loss: 0.0311742 | Time: 2347.46 ms
[2021-07-06 18:13:00 main:574] : INFO : Epoch 1857 | loss: 0.0311498 | val_loss: 0.0311705 | Time: 2509.6 ms
[2021-07-06 18:13:03 main:574] : INFO : Epoch 1858 | loss: 0.0311503 | val_loss: 0.0311749 | Time: 2681.62 ms
[2021-07-06 18:13:05 main:574] : INFO : Epoch 1859 | loss: 0.0311501 | val_loss: 0.0311724 | Time: 2451.8 ms
[2021-07-06 18:13:08 main:574] : INFO : Epoch 1860 | loss: 0.0311499 | val_loss: 0.0311774 | Time: 2419.42 ms
[2021-07-06 18:13:10 main:574] : INFO : Epoch 1861 | loss: 0.0311526 | val_loss: 0.0311716 | Time: 2345.74 ms
[2021-07-06 18:13:13 main:574] : INFO : Epoch 1862 | loss: 0.0311516 | val_loss: 0.0311746 | Time: 2582.16 ms
[2021-07-06 18:13:15 main:574] : INFO : Epoch 1863 | loss: 0.0311521 | val_loss: 0.0311735 | Time: 2431.27 ms
[2021-07-06 18:13:17 main:574] : INFO : Epoch 1864 | loss: 0.0311521 | val_loss: 0.0311723 | Time: 2342.58 ms
[2021-07-06 18:13:20 main:574] : INFO : Epoch 1865 | loss: 0.0311524 | val_loss: 0.0311716 | Time: 2381.13 ms
[2021-07-06 18:13:22 main:574] : INFO : Epoch 1866 | loss: 0.0311534 | val_loss: 0.0311758 | Time: 2311.04 ms
[2021-07-06 18:13:25 main:574] : INFO : Epoch 1867 | loss: 0.0311531 | val_loss: 0.0311721 | Time: 2371.43 ms
[2021-07-06 18:13:27 main:574] : INFO : Epoch 1868 | loss: 0.0311529 | val_loss: 0.0311716 | Time: 2603.64 ms
[2021-07-06 18:13:30 main:574] : INFO : Epoch 1869 | loss: 0.0311552 | val_loss: 0.0311758 | Time: 2371.79 ms
[2021-07-06 18:13:32 main:574] : INFO : Epoch 1870 | loss: 0.0311551 | val_loss: 0.0311718 | Time: 2325.49 ms
[2021-07-06 18:13:34 main:574] : INFO : Epoch 1871 | loss: 0.0311516 | val_loss: 0.0311752 | Time: 2369.73 ms
[2021-07-06 18:13:37 main:574] : INFO : Epoch 1872 | loss: 0.0311544 | val_loss: 0.03117 | Time: 2321.79 ms
[2021-07-06 18:13:39 main:574] : INFO : Epoch 1873 | loss: 0.0311519 | val_loss: 0.0311688 | Time: 2473.94 ms
[2021-07-06 18:13:42 main:574] : INFO : Epoch 1874 | loss: 0.0311512 | val_loss: 0.0311693 | Time: 2473.03 ms
[2021-07-06 18:13:44 main:574] : INFO : Epoch 1875 | loss: 0.0311499 | val_loss: 0.0311715 | Time: 2317.8 ms
[2021-07-06 18:13:46 main:574] : INFO : Epoch 1876 | loss: 0.0311509 | val_loss: 0.0311711 | Time: 2303.13 ms
[2021-07-06 18:13:49 main:574] : INFO : Epoch 1877 | loss: 0.0311505 | val_loss: 0.03117 | Time: 2686.7 ms
[2021-07-06 18:13:51 main:574] : INFO : Epoch 1878 | loss: 0.031152 | val_loss: 0.0311747 | Time: 2492.37 ms
[2021-07-06 18:13:54 main:574] : INFO : Epoch 1879 | loss: 0.031151 | val_loss: 0.031169 | Time: 2467.63 ms
[2021-07-06 18:13:56 main:574] : INFO : Epoch 1880 | loss: 0.0311512 | val_loss: 0.0311703 | Time: 2306.63 ms
[2021-07-06 18:13:58 main:574] : INFO : Epoch 1881 | loss: 0.0311498 | val_loss: 0.031171 | Time: 2258.63 ms
[2021-07-06 18:14:01 main:574] : INFO : Epoch 1882 | loss: 0.0311496 | val_loss: 0.0311721 | Time: 2473.98 ms
[2021-07-06 18:14:03 main:574] : INFO : Epoch 1883 | loss: 0.0311492 | val_loss: 0.0311723 | Time: 2372.38 ms
[2021-07-06 18:14:06 main:574] : INFO : Epoch 1884 | loss: 0.0311496 | val_loss: 0.0311696 | Time: 2347.6 ms
[2021-07-06 18:14:08 main:574] : INFO : Epoch 1885 | loss: 0.0311502 | val_loss: 0.03117 | Time: 2360.33 ms
[2021-07-06 18:14:10 main:574] : INFO : Epoch 1886 | loss: 0.0311517 | val_loss: 0.0311723 | Time: 2323.33 ms
[2021-07-06 18:14:13 main:574] : INFO : Epoch 1887 | loss: 0.0311504 | val_loss: 0.031177 | Time: 2367.62 ms
[2021-07-06 18:14:15 main:574] : INFO : Epoch 1888 | loss: 0.0311494 | val_loss: 0.0311698 | Time: 2574.03 ms
[2021-07-06 18:14:18 main:574] : INFO : Epoch 1889 | loss: 0.0311488 | val_loss: 0.031169 | Time: 2414.6 ms
[2021-07-06 18:14:20 main:574] : INFO : Epoch 1890 | loss: 0.0311482 | val_loss: 0.0311689 | Time: 2354.47 ms
[2021-07-06 18:14:23 main:574] : INFO : Epoch 1891 | loss: 0.0311511 | val_loss: 0.0311701 | Time: 2474.16 ms
[2021-07-06 18:14:25 main:574] : INFO : Epoch 1892 | loss: 0.0311491 | val_loss: 0.0311732 | Time: 2588.67 ms
[2021-07-06 18:14:28 main:574] : INFO : Epoch 1893 | loss: 0.0311509 | val_loss: 0.0311677 | Time: 2624.51 ms
[2021-07-06 18:14:30 main:574] : INFO : Epoch 1894 | loss: 0.0311505 | val_loss: 0.0311694 | Time: 2273.13 ms
[2021-07-06 18:14:33 main:574] : INFO : Epoch 1895 | loss: 0.0311487 | val_loss: 0.031168 | Time: 2360.93 ms
[2021-07-06 18:14:35 main:574] : INFO : Epoch 1896 | loss: 0.0311481 | val_loss: 0.0311694 | Time: 2413.31 ms
[2021-07-06 18:14:37 main:574] : INFO : Epoch 1897 | loss: 0.0311506 | val_loss: 0.0311715 | Time: 2417.23 ms
[2021-07-06 18:14:40 main:574] : INFO : Epoch 1898 | loss: 0.0311513 | val_loss: 0.0311733 | Time: 2363.58 ms
[2021-07-06 18:14:42 main:574] : INFO : Epoch 1899 | loss: 0.031159 | val_loss: 0.0311829 | Time: 2407.78 ms
[2021-07-06 18:14:45 main:574] : INFO : Epoch 1900 | loss: 0.0403539 | val_loss: 0.0702526 | Time: 2275.54 ms
[2021-07-06 18:14:47 main:574] : INFO : Epoch 1901 | loss: 0.0386443 | val_loss: 0.0317949 | Time: 2321.42 ms
[2021-07-06 18:14:49 main:574] : INFO : Epoch 1902 | loss: 0.0317678 | val_loss: 0.0314448 | Time: 2413.41 ms
[2021-07-06 18:14:52 main:574] : INFO : Epoch 1903 | loss: 0.0313416 | val_loss: 0.0312673 | Time: 2428.27 ms
[2021-07-06 18:14:54 main:574] : INFO : Epoch 1904 | loss: 0.0312584 | val_loss: 0.0312424 | Time: 2428.53 ms
[2021-07-06 18:14:57 main:574] : INFO : Epoch 1905 | loss: 0.0312366 | val_loss: 0.0312316 | Time: 2418.37 ms
[2021-07-06 18:14:59 main:574] : INFO : Epoch 1906 | loss: 0.0312253 | val_loss: 0.031222 | Time: 2284.96 ms
[2021-07-06 18:15:01 main:574] : INFO : Epoch 1907 | loss: 0.0312163 | val_loss: 0.0312129 | Time: 2391.67 ms
[2021-07-06 18:15:04 main:574] : INFO : Epoch 1908 | loss: 0.0312027 | val_loss: 0.0311966 | Time: 2492.78 ms
[2021-07-06 18:15:06 main:574] : INFO : Epoch 1909 | loss: 0.0311918 | val_loss: 0.0311905 | Time: 2391.19 ms
[2021-07-06 18:15:09 main:574] : INFO : Epoch 1910 | loss: 0.0311877 | val_loss: 0.0311886 | Time: 2300.51 ms
[2021-07-06 18:15:11 main:574] : INFO : Epoch 1911 | loss: 0.0311865 | val_loss: 0.0311876 | Time: 2419.42 ms
[2021-07-06 18:15:13 main:574] : INFO : Epoch 1912 | loss: 0.0311853 | val_loss: 0.0311868 | Time: 2370.71 ms
[2021-07-06 18:15:16 main:574] : INFO : Epoch 1913 | loss: 0.0311845 | val_loss: 0.0311861 | Time: 2485.97 ms
[2021-07-06 18:15:18 main:574] : INFO : Epoch 1914 | loss: 0.0311836 | val_loss: 0.0311855 | Time: 2337.9 ms
[2021-07-06 18:15:21 main:574] : INFO : Epoch 1915 | loss: 0.0311832 | val_loss: 0.0311851 | Time: 2339.92 ms
[2021-07-06 18:15:23 main:574] : INFO : Epoch 1916 | loss: 0.0311828 | val_loss: 0.0311842 | Time: 2363.3 ms
[2021-07-06 18:15:25 main:574] : INFO : Epoch 1917 | loss: 0.0311818 | val_loss: 0.0311837 | Time: 2299.24 ms
[2021-07-06 18:15:28 main:574] : INFO : Epoch 1918 | loss: 0.0311811 | val_loss: 0.0311835 | Time: 2428.17 ms
[2021-07-06 18:15:30 main:574] : INFO : Epoch 1919 | loss: 0.0311795 | val_loss: 0.0311832 | Time: 2456.34 ms
[2021-07-06 18:15:33 main:574] : INFO : Epoch 1920 | loss: 0.0311787 | val_loss: 0.0311831 | Time: 2369.64 ms
[2021-07-06 18:15:35 main:574] : INFO : Epoch 1921 | loss: 0.031178 | val_loss: 0.0311839 | Time: 2333.67 ms
[2021-07-06 18:15:37 main:574] : INFO : Epoch 1922 | loss: 0.0311783 | val_loss: 0.0311831 | Time: 2375.12 ms
[2021-07-06 18:15:40 main:574] : INFO : Epoch 1923 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 2356.03 ms
[2021-07-06 18:15:42 main:574] : INFO : Epoch 1924 | loss: 0.0311786 | val_loss: 0.0311856 | Time: 2411.01 ms
[2021-07-06 18:15:45 main:574] : INFO : Epoch 1925 | loss: 0.031178 | val_loss: 0.0311831 | Time: 2427.52 ms
[2021-07-06 18:15:47 main:574] : INFO : Epoch 1926 | loss: 0.0311776 | val_loss: 0.0311838 | Time: 2324.19 ms
[2021-07-06 18:15:49 main:574] : INFO : Epoch 1927 | loss: 0.0311773 | val_loss: 0.0311828 | Time: 2315.24 ms
[2021-07-06 18:15:52 main:574] : INFO : Epoch 1928 | loss: 0.0311772 | val_loss: 0.0311827 | Time: 2323.66 ms
[2021-07-06 18:15:54 main:574] : INFO : Epoch 1929 | loss: 0.0311767 | val_loss: 0.0311828 | Time: 2408.51 ms
[2021-07-06 18:15:56 main:574] : INFO : Epoch 1930 | loss: 0.0311765 | val_loss: 0.0311816 | Time: 2333.45 ms
[2021-07-06 18:15:59 main:574] : INFO : Epoch 1931 | loss: 0.0311763 | val_loss: 0.0311814 | Time: 2449.66 ms
[2021-07-06 18:16:01 main:574] : INFO : Epoch 1932 | loss: 0.0311761 | val_loss: 0.0311814 | Time: 2321.46 ms
[2021-07-06 18:16:03 main:574] : INFO : Epoch 1933 | loss: 0.0311761 | val_loss: 0.0311812 | Time: 2307.41 ms
[2021-07-06 18:16:06 main:574] : INFO : Epoch 1934 | loss: 0.0311761 | val_loss: 0.0311816 | Time: 2400.56 ms
[2021-07-06 18:16:08 main:574] : INFO : Epoch 1935 | loss: 0.0311755 | val_loss: 0.0311819 | Time: 2413.4 ms
[2021-07-06 18:16:11 main:574] : INFO : Epoch 1936 | loss: 0.0311759 | val_loss: 0.031181 | Time: 2507.01 ms
[2021-07-06 18:16:13 main:574] : INFO : Epoch 1937 | loss: 0.0311758 | val_loss: 0.0311813 | Time: 2305.15 ms
[2021-07-06 18:16:15 main:574] : INFO : Epoch 1938 | loss: 0.0311757 | val_loss: 0.0311818 | Time: 2331.14 ms
[2021-07-06 18:16:18 main:574] : INFO : Epoch 1939 | loss: 0.0311756 | val_loss: 0.0311816 | Time: 2381.58 ms
[2021-07-06 18:16:20 main:574] : INFO : Epoch 1940 | loss: 0.0311753 | val_loss: 0.0311802 | Time: 2418.22 ms
[2021-07-06 18:16:23 main:574] : INFO : Epoch 1941 | loss: 0.0311747 | val_loss: 0.0311798 | Time: 2470.58 ms
[2021-07-06 18:16:25 main:574] : INFO : Epoch 1942 | loss: 0.0311747 | val_loss: 0.0311793 | Time: 2434.59 ms
[2021-07-06 18:16:28 main:574] : INFO : Epoch 1943 | loss: 0.0311746 | val_loss: 0.0311793 | Time: 2294.89 ms
[2021-07-06 18:16:30 main:574] : INFO : Epoch 1944 | loss: 0.0311739 | val_loss: 0.0311793 | Time: 2313.71 ms
[2021-07-06 18:16:32 main:574] : INFO : Epoch 1945 | loss: 0.0311737 | val_loss: 0.0311793 | Time: 2401.79 ms
[2021-07-06 18:16:35 main:574] : INFO : Epoch 1946 | loss: 0.031174 | val_loss: 0.0311807 | Time: 2410.88 ms
[2021-07-06 18:16:37 main:574] : INFO : Epoch 1947 | loss: 0.0311736 | val_loss: 0.0311795 | Time: 2391.36 ms
[2021-07-06 18:16:40 main:574] : INFO : Epoch 1948 | loss: 0.0311739 | val_loss: 0.031179 | Time: 2416.36 ms
[2021-07-06 18:16:42 main:574] : INFO : Epoch 1949 | loss: 0.0311732 | val_loss: 0.0311794 | Time: 2281.87 ms
[2021-07-06 18:16:44 main:574] : INFO : Epoch 1950 | loss: 0.031174 | val_loss: 0.0311793 | Time: 2357.67 ms
[2021-07-06 18:16:47 main:574] : INFO : Epoch 1951 | loss: 0.0311736 | val_loss: 0.031181 | Time: 2450.95 ms
[2021-07-06 18:16:49 main:574] : INFO : Epoch 1952 | loss: 0.0311738 | val_loss: 0.0311798 | Time: 2792.26 ms
[2021-07-06 18:16:52 main:574] : INFO : Epoch 1953 | loss: 0.0311731 | val_loss: 0.0311786 | Time: 2597.91 ms
[2021-07-06 18:16:55 main:574] : INFO : Epoch 1954 | loss: 0.0311725 | val_loss: 0.0311781 | Time: 2621.79 ms
[2021-07-06 18:16:57 main:574] : INFO : Epoch 1955 | loss: 0.0311726 | val_loss: 0.0311803 | Time: 2500.99 ms
[2021-07-06 18:17:00 main:574] : INFO : Epoch 1956 | loss: 0.0311727 | val_loss: 0.031178 | Time: 2378.64 ms
[2021-07-06 18:17:02 main:574] : INFO : Epoch 1957 | loss: 0.0311719 | val_loss: 0.031178 | Time: 2320.28 ms
[2021-07-06 18:17:04 main:574] : INFO : Epoch 1958 | loss: 0.0311718 | val_loss: 0.031178 | Time: 2364.26 ms
[2021-07-06 18:17:07 main:574] : INFO : Epoch 1959 | loss: 0.031172 | val_loss: 0.0311784 | Time: 2481.13 ms
[2021-07-06 18:17:09 main:574] : INFO : Epoch 1960 | loss: 0.0311721 | val_loss: 0.0311783 | Time: 2356.14 ms
[2021-07-06 18:17:12 main:574] : INFO : Epoch 1961 | loss: 0.0311714 | val_loss: 0.0311776 | Time: 2363.63 ms
[2021-07-06 18:17:14 main:574] : INFO : Epoch 1962 | loss: 0.0311712 | val_loss: 0.0311777 | Time: 2360.53 ms
[2021-07-06 18:17:16 main:574] : INFO : Epoch 1963 | loss: 0.0311709 | val_loss: 0.0311772 | Time: 2278.66 ms
[2021-07-06 18:17:19 main:574] : INFO : Epoch 1964 | loss: 0.031171 | val_loss: 0.0311773 | Time: 2316.43 ms
[2021-07-06 18:17:21 main:574] : INFO : Epoch 1965 | loss: 0.0311702 | val_loss: 0.0311754 | Time: 2459.39 ms
[2021-07-06 18:17:23 main:574] : INFO : Epoch 1966 | loss: 0.0311673 | val_loss: 0.031172 | Time: 2370.84 ms
[2021-07-06 18:17:26 main:574] : INFO : Epoch 1967 | loss: 0.0311636 | val_loss: 0.0311702 | Time: 2285.83 ms
[2021-07-06 18:17:28 main:574] : INFO : Epoch 1968 | loss: 0.0311611 | val_loss: 0.0311717 | Time: 2367.17 ms
[2021-07-06 18:17:30 main:574] : INFO : Epoch 1969 | loss: 0.0311614 | val_loss: 0.0311695 | Time: 2302.1 ms
[2021-07-06 18:17:33 main:574] : INFO : Epoch 1970 | loss: 0.0311601 | val_loss: 0.03117 | Time: 2427.15 ms
[2021-07-06 18:17:35 main:574] : INFO : Epoch 1971 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 2422.99 ms
[2021-07-06 18:17:38 main:574] : INFO : Epoch 1972 | loss: 0.0311593 | val_loss: 0.0311713 | Time: 2429.97 ms
[2021-07-06 18:17:40 main:574] : INFO : Epoch 1973 | loss: 0.031159 | val_loss: 0.0311685 | Time: 2418.02 ms
[2021-07-06 18:17:42 main:574] : INFO : Epoch 1974 | loss: 0.0311581 | val_loss: 0.0311693 | Time: 2236.86 ms
[2021-07-06 18:17:45 main:574] : INFO : Epoch 1975 | loss: 0.0311575 | val_loss: 0.0311697 | Time: 2339.42 ms
[2021-07-06 18:17:47 main:574] : INFO : Epoch 1976 | loss: 0.0311571 | val_loss: 0.0311698 | Time: 2553.65 ms
[2021-07-06 18:17:50 main:574] : INFO : Epoch 1977 | loss: 0.0311574 | val_loss: 0.0311696 | Time: 2359.37 ms
[2021-07-06 18:17:52 main:574] : INFO : Epoch 1978 | loss: 0.0311562 | val_loss: 0.0311696 | Time: 2266.92 ms
[2021-07-06 18:17:54 main:574] : INFO : Epoch 1979 | loss: 0.031156 | val_loss: 0.0311711 | Time: 2353.11 ms
[2021-07-06 18:17:57 main:574] : INFO : Epoch 1980 | loss: 0.0311569 | val_loss: 0.0311699 | Time: 2292.83 ms
[2021-07-06 18:17:59 main:574] : INFO : Epoch 1981 | loss: 0.0311557 | val_loss: 0.03117 | Time: 2380.16 ms
[2021-07-06 18:18:02 main:574] : INFO : Epoch 1982 | loss: 0.0311559 | val_loss: 0.0311697 | Time: 2495.03 ms
[2021-07-06 18:18:04 main:574] : INFO : Epoch 1983 | loss: 0.0311552 | val_loss: 0.0311693 | Time: 2382.1 ms
[2021-07-06 18:18:06 main:574] : INFO : Epoch 1984 | loss: 0.0311556 | val_loss: 0.0311706 | Time: 2264.7 ms
[2021-07-06 18:18:09 main:574] : INFO : Epoch 1985 | loss: 0.031155 | val_loss: 0.0311705 | Time: 2347.79 ms
[2021-07-06 18:18:11 main:574] : INFO : Epoch 1986 | loss: 0.0311556 | val_loss: 0.0311721 | Time: 2379.15 ms
[2021-07-06 18:18:13 main:574] : INFO : Epoch 1987 | loss: 0.0311545 | val_loss: 0.0311723 | Time: 2438.54 ms
[2021-07-06 18:18:16 main:574] : INFO : Epoch 1988 | loss: 0.0311553 | val_loss: 0.0311699 | Time: 2452.81 ms
[2021-07-06 18:18:18 main:574] : INFO : Epoch 1989 | loss: 0.031155 | val_loss: 0.0311707 | Time: 2386.65 ms
[2021-07-06 18:18:21 main:574] : INFO : Epoch 1990 | loss: 0.0311535 | val_loss: 0.0311724 | Time: 2307.94 ms
[2021-07-06 18:18:23 main:574] : INFO : Epoch 1991 | loss: 0.0311549 | val_loss: 0.0311712 | Time: 2395.57 ms
[2021-07-06 18:18:25 main:574] : INFO : Epoch 1992 | loss: 0.0311547 | val_loss: 0.0311719 | Time: 2321.99 ms
[2021-07-06 18:18:28 main:574] : INFO : Epoch 1993 | loss: 0.0311544 | val_loss: 0.0311716 | Time: 2515.11 ms
[2021-07-06 18:18:30 main:574] : INFO : Epoch 1994 | loss: 0.0311535 | val_loss: 0.0311777 | Time: 2317.9 ms
[2021-07-06 18:18:33 main:574] : INFO : Epoch 1995 | loss: 0.0311578 | val_loss: 0.0311782 | Time: 2323.58 ms
[2021-07-06 18:18:35 main:574] : INFO : Epoch 1996 | loss: 0.0311547 | val_loss: 0.0311704 | Time: 2343.22 ms
[2021-07-06 18:18:37 main:574] : INFO : Epoch 1997 | loss: 0.0311525 | val_loss: 0.0311717 | Time: 2288.57 ms
[2021-07-06 18:18:40 main:574] : INFO : Epoch 1998 | loss: 0.0311525 | val_loss: 0.0311707 | Time: 2462.57 ms
[2021-07-06 18:18:42 main:574] : INFO : Epoch 1999 | loss: 0.0311526 | val_loss: 0.031171 | Time: 2488.63 ms
[2021-07-06 18:18:45 main:574] : INFO : Epoch 2000 | loss: 0.0311524 | val_loss: 0.0311702 | Time: 2343.99 ms
[2021-07-06 18:18:47 main:574] : INFO : Epoch 2001 | loss: 0.0311519 | val_loss: 0.0311721 | Time: 2389.42 ms
[2021-07-06 18:18:49 main:574] : INFO : Epoch 2002 | loss: 0.0311525 | val_loss: 0.0311719 | Time: 2503.91 ms
[2021-07-06 18:18:52 main:574] : INFO : Epoch 2003 | loss: 0.031152 | val_loss: 0.031171 | Time: 2413.77 ms
[2021-07-06 18:18:54 main:574] : INFO : Epoch 2004 | loss: 0.0311533 | val_loss: 0.0311725 | Time: 2422.86 ms
[2021-07-06 18:18:57 main:574] : INFO : Epoch 2005 | loss: 0.0311519 | val_loss: 0.0311704 | Time: 2451.68 ms
[2021-07-06 18:18:59 main:574] : INFO : Epoch 2006 | loss: 0.0311515 | val_loss: 0.0311728 | Time: 2299.62 ms
[2021-07-06 18:19:01 main:574] : INFO : Epoch 2007 | loss: 0.0311527 | val_loss: 0.0311739 | Time: 2348.41 ms
[2021-07-06 18:19:04 main:574] : INFO : Epoch 2008 | loss: 0.0311523 | val_loss: 0.0311774 | Time: 2365.21 ms
[2021-07-06 18:19:06 main:574] : INFO : Epoch 2009 | loss: 0.0311539 | val_loss: 0.0311715 | Time: 2383.2 ms
[2021-07-06 18:19:09 main:574] : INFO : Epoch 2010 | loss: 0.031151 | val_loss: 0.0311721 | Time: 2344.94 ms
[2021-07-06 18:19:11 main:574] : INFO : Epoch 2011 | loss: 0.0311509 | val_loss: 0.0311749 | Time: 2423.47 ms
[2021-07-06 18:19:13 main:574] : INFO : Epoch 2012 | loss: 0.0311522 | val_loss: 0.0311707 | Time: 2380.27 ms
[2021-07-06 18:19:16 main:574] : INFO : Epoch 2013 | loss: 0.0311509 | val_loss: 0.0311711 | Time: 2502.53 ms
[2021-07-06 18:19:18 main:574] : INFO : Epoch 2014 | loss: 0.0311527 | val_loss: 0.0311698 | Time: 2468.78 ms
[2021-07-06 18:19:21 main:574] : INFO : Epoch 2015 | loss: 0.0311502 | val_loss: 0.031173 | Time: 2338.28 ms
[2021-07-06 18:19:23 main:574] : INFO : Epoch 2016 | loss: 0.0311508 | val_loss: 0.0311711 | Time: 2413.69 ms
[2021-07-06 18:19:25 main:574] : INFO : Epoch 2017 | loss: 0.0311517 | val_loss: 0.03117 | Time: 2237.11 ms
[2021-07-06 18:19:28 main:574] : INFO : Epoch 2018 | loss: 0.0311514 | val_loss: 0.0311734 | Time: 2384.48 ms
[2021-07-06 18:19:30 main:574] : INFO : Epoch 2019 | loss: 0.0311508 | val_loss: 0.0311708 | Time: 2496.49 ms
[2021-07-06 18:19:33 main:574] : INFO : Epoch 2020 | loss: 0.0311508 | val_loss: 0.031175 | Time: 2381.78 ms
[2021-07-06 18:19:35 main:574] : INFO : Epoch 2021 | loss: 0.0311508 | val_loss: 0.0311707 | Time: 2334.04 ms
[2021-07-06 18:19:37 main:574] : INFO : Epoch 2022 | loss: 0.0311504 | val_loss: 0.0311702 | Time: 2334.37 ms
[2021-07-06 18:19:40 main:574] : INFO : Epoch 2023 | loss: 0.0311508 | val_loss: 0.0311692 | Time: 2377.87 ms
[2021-07-06 18:19:42 main:574] : INFO : Epoch 2024 | loss: 0.0311507 | val_loss: 0.0311695 | Time: 2371.3 ms
[2021-07-06 18:19:45 main:574] : INFO : Epoch 2025 | loss: 0.0311509 | val_loss: 0.0311702 | Time: 2478.4 ms
[2021-07-06 18:19:47 main:574] : INFO : Epoch 2026 | loss: 0.0311502 | val_loss: 0.0311725 | Time: 2358.2 ms
[2021-07-06 18:19:49 main:574] : INFO : Epoch 2027 | loss: 0.0311498 | val_loss: 0.0311701 | Time: 2360.58 ms
[2021-07-06 18:19:52 main:574] : INFO : Epoch 2028 | loss: 0.0311499 | val_loss: 0.0311716 | Time: 2386.59 ms
[2021-07-06 18:19:54 main:574] : INFO : Epoch 2029 | loss: 0.0311501 | val_loss: 0.0311711 | Time: 2408.47 ms
[2021-07-06 18:19:57 main:574] : INFO : Epoch 2030 | loss: 0.0311499 | val_loss: 0.0311702 | Time: 2406.6 ms
[2021-07-06 18:19:59 main:574] : INFO : Epoch 2031 | loss: 0.0311496 | val_loss: 0.0311697 | Time: 2424.02 ms
[2021-07-06 18:20:01 main:574] : INFO : Epoch 2032 | loss: 0.0311493 | val_loss: 0.0311732 | Time: 2306.24 ms
[2021-07-06 18:20:04 main:574] : INFO : Epoch 2033 | loss: 0.0311506 | val_loss: 0.031171 | Time: 2435.22 ms
[2021-07-06 18:20:06 main:574] : INFO : Epoch 2034 | loss: 0.0311505 | val_loss: 0.0311719 | Time: 2342.03 ms
[2021-07-06 18:20:09 main:574] : INFO : Epoch 2035 | loss: 0.0311494 | val_loss: 0.0311705 | Time: 2466.09 ms
[2021-07-06 18:20:11 main:574] : INFO : Epoch 2036 | loss: 0.0311496 | val_loss: 0.0311716 | Time: 2375.46 ms
[2021-07-06 18:20:13 main:574] : INFO : Epoch 2037 | loss: 0.0311498 | val_loss: 0.03117 | Time: 2320.41 ms
[2021-07-06 18:20:16 main:574] : INFO : Epoch 2038 | loss: 0.0311488 | val_loss: 0.0311701 | Time: 2356.75 ms
[2021-07-06 18:20:18 main:574] : INFO : Epoch 2039 | loss: 0.0311501 | val_loss: 0.0311704 | Time: 2457.81 ms
[2021-07-06 18:20:21 main:574] : INFO : Epoch 2040 | loss: 0.0311491 | val_loss: 0.0311696 | Time: 2455.84 ms
[2021-07-06 18:20:23 main:574] : INFO : Epoch 2041 | loss: 0.0311492 | val_loss: 0.0311712 | Time: 2329.07 ms
[2021-07-06 18:20:25 main:574] : INFO : Epoch 2042 | loss: 0.0311495 | val_loss: 0.0311703 | Time: 2368.45 ms
[2021-07-06 18:20:28 main:574] : INFO : Epoch 2043 | loss: 0.0311506 | val_loss: 0.0311712 | Time: 2303.76 ms
[2021-07-06 18:20:30 main:574] : INFO : Epoch 2044 | loss: 0.03115 | val_loss: 0.0311717 | Time: 2342.86 ms
[2021-07-06 18:20:33 main:574] : INFO : Epoch 2045 | loss: 0.0311507 | val_loss: 0.0311751 | Time: 2473.75 ms
[2021-07-06 18:20:35 main:574] : INFO : Epoch 2046 | loss: 0.0311532 | val_loss: 0.0311772 | Time: 2368.58 ms
[2021-07-06 18:20:37 main:574] : INFO : Epoch 2047 | loss: 0.0311507 | val_loss: 0.0311702 | Time: 2278.1 ms
[2021-07-06 18:20:40 main:574] : INFO : Epoch 2048 | loss: 0.0311503 | val_loss: 0.0311715 | Time: 2393.04 ms
[2021-07-06 18:20:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311715
[2021-07-06 18:20:40 main:603] : INFO : Saving end state to config to file
[2021-07-06 18:20:40 main:608] : INFO : Success, exiting..
18:20:40 (16148): 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)