Task 4378032
| Name | ParityMachine-1612382969-14645-4_0 |
| Workunit | 2439010 |
| Created | 11 Mar 2021, 17:30:54 UTC |
| Sent | 23 Mar 2021, 6:35:26 UTC |
| Report deadline | 30 Mar 2021, 6:35:26 UTC |
| Received | 23 Mar 2021, 8:25:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 47 min 21 sec |
| CPU time | 1 hours 45 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,883.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311461 | val_loss: 0.031158 | Time: 3117.46 ms
[2021-03-23 08:59:14 main:574] : INFO : Epoch 1543 | loss: 0.0311462 | val_loss: 0.0311568 | Time: 3091.1 ms
[2021-03-23 08:59:17 main:574] : INFO : Epoch 1544 | loss: 0.0311458 | val_loss: 0.0311567 | Time: 3123.34 ms
[2021-03-23 08:59:20 main:574] : INFO : Epoch 1545 | loss: 0.0311458 | val_loss: 0.0311573 | Time: 3108.47 ms
[2021-03-23 08:59:23 main:574] : INFO : Epoch 1546 | loss: 0.0311448 | val_loss: 0.0311603 | Time: 3117.54 ms
[2021-03-23 08:59:26 main:574] : INFO : Epoch 1547 | loss: 0.0311453 | val_loss: 0.0311592 | Time: 3121.87 ms
[2021-03-23 08:59:30 main:574] : INFO : Epoch 1548 | loss: 0.0311486 | val_loss: 0.0311583 | Time: 3125.38 ms
[2021-03-23 08:59:33 main:574] : INFO : Epoch 1549 | loss: 0.0311475 | val_loss: 0.03116 | Time: 3118.97 ms
[2021-03-23 08:59:36 main:574] : INFO : Epoch 1550 | loss: 0.031146 | val_loss: 0.0311583 | Time: 3133.72 ms
[2021-03-23 08:59:39 main:574] : INFO : Epoch 1551 | loss: 0.0311451 | val_loss: 0.0311597 | Time: 3114.43 ms
[2021-03-23 08:59:42 main:574] : INFO : Epoch 1552 | loss: 0.0311435 | val_loss: 0.0311589 | Time: 3113.9 ms
[2021-03-23 08:59:45 main:574] : INFO : Epoch 1553 | loss: 0.0311436 | val_loss: 0.0311621 | Time: 3121.8 ms
[2021-03-23 08:59:48 main:574] : INFO : Epoch 1554 | loss: 0.031145 | val_loss: 0.03116 | Time: 3083.15 ms
[2021-03-23 08:59:52 main:574] : INFO : Epoch 1555 | loss: 0.031145 | val_loss: 0.031159 | Time: 3104.65 ms
[2021-03-23 08:59:55 main:574] : INFO : Epoch 1556 | loss: 0.0311439 | val_loss: 0.0311585 | Time: 3111.82 ms
[2021-03-23 08:59:58 main:574] : INFO : Epoch 1557 | loss: 0.031143 | val_loss: 0.0311573 | Time: 3110.21 ms
[2021-03-23 09:00:01 main:574] : INFO : Epoch 1558 | loss: 0.0311436 | val_loss: 0.0311584 | Time: 3120.13 ms
[2021-03-23 09:00:04 main:574] : INFO : Epoch 1559 | loss: 0.0311418 | val_loss: 0.0311574 | Time: 3125.2 ms
[2021-03-23 09:00:07 main:574] : INFO : Epoch 1560 | loss: 0.0311422 | val_loss: 0.0311561 | Time: 3121.62 ms
[2021-03-23 09:00:10 main:574] : INFO : Epoch 1561 | loss: 0.0311412 | val_loss: 0.031158 | Time: 3104.1 ms
[2021-03-23 09:00:14 main:574] : INFO : Epoch 1562 | loss: 0.0311417 | val_loss: 0.031157 | Time: 3101.71 ms
[2021-03-23 09:00:17 main:574] : INFO : Epoch 1563 | loss: 0.0311427 | val_loss: 0.0311607 | Time: 3096.2 ms
[2021-03-23 09:00:20 main:574] : INFO : Epoch 1564 | loss: 0.0311417 | val_loss: 0.0311564 | Time: 3104.92 ms
[2021-03-23 09:00:23 main:574] : INFO : Epoch 1565 | loss: 0.0311411 | val_loss: 0.0311579 | Time: 3116.61 ms
[2021-03-23 09:00:26 main:574] : INFO : Epoch 1566 | loss: 0.0311424 | val_loss: 0.0311569 | Time: 3114.89 ms
[2021-03-23 09:00:29 main:574] : INFO : Epoch 1567 | loss: 0.0311453 | val_loss: 0.0311567 | Time: 3130.36 ms
[2021-03-23 09:00:32 main:574] : INFO : Epoch 1568 | loss: 0.0311452 | val_loss: 0.0311587 | Time: 3088.38 ms
[2021-03-23 09:00:36 main:574] : INFO : Epoch 1569 | loss: 0.0311446 | val_loss: 0.0311618 | Time: 3109.96 ms
[2021-03-23 09:00:39 main:574] : INFO : Epoch 1570 | loss: 0.0311459 | val_loss: 0.0311592 | Time: 3122.39 ms
[2021-03-23 09:00:42 main:574] : INFO : Epoch 1571 | loss: 0.0311466 | val_loss: 0.0311556 | Time: 3125.92 ms
[2021-03-23 09:00:45 main:574] : INFO : Epoch 1572 | loss: 0.0311475 | val_loss: 0.0311546 | Time: 3103.55 ms
[2021-03-23 09:00:48 main:574] : INFO : Epoch 1573 | loss: 0.0311451 | val_loss: 0.0311577 | Time: 3138.93 ms
[2021-03-23 09:00:51 main:574] : INFO : Epoch 1574 | loss: 0.0311437 | val_loss: 0.031157 | Time: 3100.47 ms
[2021-03-23 09:00:55 main:574] : INFO : Epoch 1575 | loss: 0.0311432 | val_loss: 0.0311579 | Time: 3122.68 ms
[2021-03-23 09:00:58 main:574] : INFO : Epoch 1576 | loss: 0.0311426 | val_loss: 0.0311584 | Time: 3108 ms
[2021-03-23 09:01:01 main:574] : INFO : Epoch 1577 | loss: 0.0311421 | val_loss: 0.0311564 | Time: 3076.85 ms
[2021-03-23 09:01:04 main:574] : INFO : Epoch 1578 | loss: 0.0311415 | val_loss: 0.0311594 | Time: 3124.71 ms
[2021-03-23 09:01:07 main:574] : INFO : Epoch 1579 | loss: 0.0311411 | val_loss: 0.031158 | Time: 3128.34 ms
[2021-03-23 09:01:10 main:574] : INFO : Epoch 1580 | loss: 0.031143 | val_loss: 0.0311558 | Time: 3100.64 ms
[2021-03-23 09:01:13 main:574] : INFO : Epoch 1581 | loss: 0.0311461 | val_loss: 0.0311577 | Time: 3125.62 ms
[2021-03-23 09:01:17 main:574] : INFO : Epoch 1582 | loss: 0.0311438 | val_loss: 0.0311583 | Time: 3117.41 ms
[2021-03-23 09:01:20 main:574] : INFO : Epoch 1583 | loss: 0.0311467 | val_loss: 0.0311625 | Time: 3083.42 ms
[2021-03-23 09:01:23 main:574] : INFO : Epoch 1584 | loss: 0.0311658 | val_loss: 0.0311666 | Time: 3123.04 ms
[2021-03-23 09:01:26 main:574] : INFO : Epoch 1585 | loss: 0.0311611 | val_loss: 0.0311612 | Time: 3096.79 ms
[2021-03-23 09:01:29 main:574] : INFO : Epoch 1586 | loss: 0.0311594 | val_loss: 0.0311607 | Time: 3111.64 ms
[2021-03-23 09:01:32 main:574] : INFO : Epoch 1587 | loss: 0.0311581 | val_loss: 0.0311591 | Time: 3100.65 ms
[2021-03-23 09:01:35 main:574] : INFO : Epoch 1588 | loss: 0.0311547 | val_loss: 0.0311588 | Time: 3120.85 ms
[2021-03-23 09:01:38 main:574] : INFO : Epoch 1589 | loss: 0.0311527 | val_loss: 0.0311582 | Time: 3109.32 ms
[2021-03-23 09:01:42 main:574] : INFO : Epoch 1590 | loss: 0.0311521 | val_loss: 0.0311587 | Time: 3100.38 ms
[2021-03-23 09:01:45 main:574] : INFO : Epoch 1591 | loss: 0.0311522 | val_loss: 0.0311588 | Time: 3096.77 ms
[2021-03-23 09:01:48 main:574] : INFO : Epoch 1592 | loss: 0.0311506 | val_loss: 0.0311597 | Time: 3112.99 ms
[2021-03-23 09:01:51 main:574] : INFO : Epoch 1593 | loss: 0.0311517 | val_loss: 0.0311605 | Time: 3091.82 ms
[2021-03-23 09:01:54 main:574] : INFO : Epoch 1594 | loss: 0.0311509 | val_loss: 0.0311604 | Time: 3104.96 ms
[2021-03-23 09:01:57 main:574] : INFO : Epoch 1595 | loss: 0.0311496 | val_loss: 0.0311572 | Time: 3106.29 ms
[2021-03-23 09:02:00 main:574] : INFO : Epoch 1596 | loss: 0.0311492 | val_loss: 0.031157 | Time: 3091.8 ms
[2021-03-23 09:02:03 main:574] : INFO : Epoch 1597 | loss: 0.0311495 | val_loss: 0.0311575 | Time: 3097.64 ms
[2021-03-23 09:02:07 main:574] : INFO : Epoch 1598 | loss: 0.0311488 | val_loss: 0.0311575 | Time: 3104.09 ms
[2021-03-23 09:02:10 main:574] : INFO : Epoch 1599 | loss: 0.0311485 | val_loss: 0.0311569 | Time: 3111.47 ms
[2021-03-23 09:02:13 main:574] : INFO : Epoch 1600 | loss: 0.0311487 | val_loss: 0.0311586 | Time: 3100.94 ms
[2021-03-23 09:02:16 main:574] : INFO : Epoch 1601 | loss: 0.0311483 | val_loss: 0.0311579 | Time: 3111.4 ms
[2021-03-23 09:02:19 main:574] : INFO : Epoch 1602 | loss: 0.0311474 | val_loss: 0.0311589 | Time: 3112.03 ms
[2021-03-23 09:02:22 main:574] : INFO : Epoch 1603 | loss: 0.0311474 | val_loss: 0.0311582 | Time: 3099.66 ms
[2021-03-23 09:02:25 main:574] : INFO : Epoch 1604 | loss: 0.0311485 | val_loss: 0.0311585 | Time: 3085.93 ms
[2021-03-23 09:02:29 main:574] : INFO : Epoch 1605 | loss: 0.0311468 | val_loss: 0.0311567 | Time: 3102.69 ms
[2021-03-23 09:02:32 main:574] : INFO : Epoch 1606 | loss: 0.0311462 | val_loss: 0.0311561 | Time: 3116.92 ms
[2021-03-23 09:02:35 main:574] : INFO : Epoch 1607 | loss: 0.0311466 | val_loss: 0.0311572 | Time: 3111.33 ms
[2021-03-23 09:02:38 main:574] : INFO : Epoch 1608 | loss: 0.0311457 | val_loss: 0.0311559 | Time: 3115.98 ms
[2021-03-23 09:02:41 main:574] : INFO : Epoch 1609 | loss: 0.0311479 | val_loss: 0.0311577 | Time: 3137.75 ms
[2021-03-23 09:02:44 main:574] : INFO : Epoch 1610 | loss: 0.0311471 | val_loss: 0.0311557 | Time: 3110.21 ms
[2021-03-23 09:02:47 main:574] : INFO : Epoch 1611 | loss: 0.0311462 | val_loss: 0.0311552 | Time: 3105.76 ms
[2021-03-23 09:02:51 main:574] : INFO : Epoch 1612 | loss: 0.0311466 | val_loss: 0.0311551 | Time: 3123.26 ms
[2021-03-23 09:02:54 main:574] : INFO : Epoch 1613 | loss: 0.0311466 | val_loss: 0.0311584 | Time: 3110.02 ms
[2021-03-23 09:02:57 main:574] : INFO : Epoch 1614 | loss: 0.031145 | val_loss: 0.0311558 | Time: 3130.99 ms
[2021-03-23 09:03:00 main:574] : INFO : Epoch 1615 | loss: 0.0311453 | val_loss: 0.0311572 | Time: 3128.82 ms
[2021-03-23 09:03:03 main:574] : INFO : Epoch 1616 | loss: 0.0311448 | val_loss: 0.0311559 | Time: 3113.43 ms
[2021-03-23 09:03:06 main:574] : INFO : Epoch 1617 | loss: 0.0311463 | val_loss: 0.0311578 | Time: 3087.27 ms
[2021-03-23 09:03:09 main:574] : INFO : Epoch 1618 | loss: 0.0311494 | val_loss: 0.0311563 | Time: 3079.14 ms
[2021-03-23 09:03:13 main:574] : INFO : Epoch 1619 | loss: 0.031144 | val_loss: 0.0311555 | Time: 3096.11 ms
[2021-03-23 09:03:16 main:574] : INFO : Epoch 1620 | loss: 0.0311432 | val_loss: 0.031156 | Time: 3117.29 ms
[2021-03-23 09:03:19 main:574] : INFO : Epoch 1621 | loss: 0.0311438 | val_loss: 0.0311567 | Time: 3119.74 ms
[2021-03-23 09:03:22 main:574] : INFO : Epoch 1622 | loss: 0.031145 | val_loss: 0.031156 | Time: 3101.41 ms
[2021-03-23 09:03:25 main:574] : INFO : Epoch 1623 | loss: 0.0311459 | val_loss: 0.0311551 | Time: 3130.99 ms
[2021-03-23 09:03:28 main:574] : INFO : Epoch 1624 | loss: 0.031145 | val_loss: 0.0311573 | Time: 3082.46 ms
[2021-03-23 09:03:31 main:574] : INFO : Epoch 1625 | loss: 0.0311452 | val_loss: 0.0311602 | Time: 3102.43 ms
[2021-03-23 09:03:35 main:574] : INFO : Epoch 1626 | loss: 0.0311467 | val_loss: 0.0311589 | Time: 3116.95 ms
[2021-03-23 09:03:38 main:574] : INFO : Epoch 1627 | loss: 0.0311449 | val_loss: 0.0311593 | Time: 3118.97 ms
[2021-03-23 09:03:41 main:574] : INFO : Epoch 1628 | loss: 0.0311442 | val_loss: 0.0311571 | Time: 3104.7 ms
[2021-03-23 09:03:44 main:574] : INFO : Epoch 1629 | loss: 0.031146 | val_loss: 0.0311607 | Time: 3116.29 ms
[2021-03-23 09:03:47 main:574] : INFO : Epoch 1630 | loss: 0.0311446 | val_loss: 0.0311618 | Time: 3071.05 ms
[2021-03-23 09:03:50 main:574] : INFO : Epoch 1631 | loss: 0.0311454 | val_loss: 0.0311611 | Time: 3104.32 ms
[2021-03-23 09:03:53 main:574] : INFO : Epoch 1632 | loss: 0.0311461 | val_loss: 0.0311631 | Time: 3101.58 ms
[2021-03-23 09:03:57 main:574] : INFO : Epoch 1633 | loss: 0.0311532 | val_loss: 0.0311609 | Time: 3120.83 ms
[2021-03-23 09:04:00 main:574] : INFO : Epoch 1634 | loss: 0.0311528 | val_loss: 0.0311598 | Time: 3084.17 ms
[2021-03-23 09:04:03 main:574] : INFO : Epoch 1635 | loss: 0.0311502 | val_loss: 0.0311573 | Time: 3110.67 ms
[2021-03-23 09:04:06 main:574] : INFO : Epoch 1636 | loss: 0.0311486 | val_loss: 0.0311581 | Time: 3122.82 ms
[2021-03-23 09:04:09 main:574] : INFO : Epoch 1637 | loss: 0.0311481 | val_loss: 0.0311595 | Time: 3096.47 ms
[2021-03-23 09:04:12 main:574] : INFO : Epoch 1638 | loss: 0.0311489 | val_loss: 0.0311611 | Time: 3121.72 ms
[2021-03-23 09:04:15 main:574] : INFO : Epoch 1639 | loss: 0.0311487 | val_loss: 0.0311648 | Time: 3095.23 ms
[2021-03-23 09:04:18 main:574] : INFO : Epoch 1640 | loss: 0.0311492 | val_loss: 0.031162 | Time: 3126.4 ms
[2021-03-23 09:04:22 main:574] : INFO : Epoch 1641 | loss: 0.0311465 | val_loss: 0.0311601 | Time: 3090.04 ms
[2021-03-23 09:04:25 main:574] : INFO : Epoch 1642 | loss: 0.031146 | val_loss: 0.0311627 | Time: 3094.88 ms
[2021-03-23 09:04:28 main:574] : INFO : Epoch 1643 | loss: 0.0311438 | val_loss: 0.0311594 | Time: 3102.75 ms
[2021-03-23 09:04:31 main:574] : INFO : Epoch 1644 | loss: 0.0311467 | val_loss: 0.0311592 | Time: 3093.63 ms
[2021-03-23 09:04:34 main:574] : INFO : Epoch 1645 | loss: 0.0311471 | val_loss: 0.0311582 | Time: 3087.43 ms
[2021-03-23 09:04:37 main:574] : INFO : Epoch 1646 | loss: 0.0311463 | val_loss: 0.0311619 | Time: 3111.68 ms
[2021-03-23 09:04:40 main:574] : INFO : Epoch 1647 | loss: 0.0311508 | val_loss: 0.0311651 | Time: 3108.02 ms
[2021-03-23 09:04:44 main:574] : INFO : Epoch 1648 | loss: 0.0311515 | val_loss: 0.031162 | Time: 3127.71 ms
[2021-03-23 09:04:47 main:574] : INFO : Epoch 1649 | loss: 0.0311511 | val_loss: 0.0311591 | Time: 3105.77 ms
[2021-03-23 09:04:50 main:574] : INFO : Epoch 1650 | loss: 0.0311508 | val_loss: 0.0311584 | Time: 3127.96 ms
[2021-03-23 09:04:53 main:574] : INFO : Epoch 1651 | loss: 0.0311486 | val_loss: 0.0311584 | Time: 3086.71 ms
[2021-03-23 09:04:56 main:574] : INFO : Epoch 1652 | loss: 0.0311508 | val_loss: 0.0311599 | Time: 3121.04 ms
[2021-03-23 09:04:59 main:574] : INFO : Epoch 1653 | loss: 0.0311508 | val_loss: 0.0311657 | Time: 3119.85 ms
[2021-03-23 09:05:02 main:574] : INFO : Epoch 1654 | loss: 0.0311499 | val_loss: 0.0311575 | Time: 3119.14 ms
[2021-03-23 09:05:06 main:574] : INFO : Epoch 1655 | loss: 0.0311489 | val_loss: 0.0311599 | Time: 3106.31 ms
[2021-03-23 09:05:09 main:574] : INFO : Epoch 1656 | loss: 0.0311468 | val_loss: 0.0311566 | Time: 3114.9 ms
[2021-03-23 09:05:12 main:574] : INFO : Epoch 1657 | loss: 0.0311457 | val_loss: 0.0311561 | Time: 3107.26 ms
[2021-03-23 09:05:15 main:574] : INFO : Epoch 1658 | loss: 0.0311455 | val_loss: 0.0311561 | Time: 3125.88 ms
[2021-03-23 09:05:18 main:574] : INFO : Epoch 1659 | loss: 0.0311469 | val_loss: 0.0311575 | Time: 3100.15 ms
[2021-03-23 09:05:21 main:574] : INFO : Epoch 1660 | loss: 0.0311472 | val_loss: 0.0311596 | Time: 3114.55 ms
[2021-03-23 09:05:24 main:574] : INFO : Epoch 1661 | loss: 0.031146 | val_loss: 0.0311544 | Time: 3144.69 ms
[2021-03-23 09:05:28 main:574] : INFO : Epoch 1662 | loss: 0.0311442 | val_loss: 0.0311562 | Time: 3090.98 ms
[2021-03-23 09:05:31 main:574] : INFO : Epoch 1663 | loss: 0.0311496 | val_loss: 0.0311639 | Time: 3092.89 ms
[2021-03-23 09:05:34 main:574] : INFO : Epoch 1664 | loss: 0.0311549 | val_loss: 0.0311613 | Time: 3092.91 ms
[2021-03-23 09:05:37 main:574] : INFO : Epoch 1665 | loss: 0.0311509 | val_loss: 0.0311618 | Time: 3119.9 ms
[2021-03-23 09:05:40 main:574] : INFO : Epoch 1666 | loss: 0.0311483 | val_loss: 0.0311597 | Time: 3100.97 ms
[2021-03-23 09:05:43 main:574] : INFO : Epoch 1667 | loss: 0.0311472 | val_loss: 0.0311597 | Time: 3116.32 ms
[2021-03-23 09:05:46 main:574] : INFO : Epoch 1668 | loss: 0.0311459 | val_loss: 0.0311594 | Time: 3095.81 ms
[2021-03-23 09:05:49 main:574] : INFO : Epoch 1669 | loss: 0.0311457 | val_loss: 0.0311611 | Time: 3084.85 ms
[2021-03-23 09:05:53 main:574] : INFO : Epoch 1670 | loss: 0.0311466 | val_loss: 0.0311631 | Time: 3085.6 ms
[2021-03-23 09:05:56 main:574] : INFO : Epoch 1671 | loss: 0.031145 | val_loss: 0.0311605 | Time: 3097.28 ms
[2021-03-23 09:05:59 main:574] : INFO : Epoch 1672 | loss: 0.0311446 | val_loss: 0.0311588 | Time: 3085.81 ms
[2021-03-23 09:06:02 main:574] : INFO : Epoch 1673 | loss: 0.0311445 | val_loss: 0.0311633 | Time: 3105.31 ms
[2021-03-23 09:06:05 main:574] : INFO : Epoch 1674 | loss: 0.0311449 | val_loss: 0.0311592 | Time: 3101.46 ms
[2021-03-23 09:06:08 main:574] : INFO : Epoch 1675 | loss: 0.0311473 | val_loss: 0.0311576 | Time: 3106.2 ms
[2021-03-23 09:06:11 main:574] : INFO : Epoch 1676 | loss: 0.0311519 | val_loss: 0.0311593 | Time: 3114.88 ms
[2021-03-23 09:06:14 main:574] : INFO : Epoch 1677 | loss: 0.0311528 | val_loss: 0.0311657 | Time: 3101.6 ms
[2021-03-23 09:06:18 main:574] : INFO : Epoch 1678 | loss: 0.0311571 | val_loss: 0.0311641 | Time: 3101.91 ms
[2021-03-23 09:06:21 main:574] : INFO : Epoch 1679 | loss: 0.0311554 | val_loss: 0.031162 | Time: 3100.49 ms
[2021-03-23 09:06:24 main:574] : INFO : Epoch 1680 | loss: 0.0311513 | val_loss: 0.0311608 | Time: 3119.48 ms
[2021-03-23 09:06:27 main:574] : INFO : Epoch 1681 | loss: 0.0311495 | val_loss: 0.0311646 | Time: 3133.95 ms
[2021-03-23 09:06:30 main:574] : INFO : Epoch 1682 | loss: 0.0311515 | val_loss: 0.0311643 | Time: 3126.16 ms
[2021-03-23 09:06:33 main:574] : INFO : Epoch 1683 | loss: 0.0311489 | val_loss: 0.0311588 | Time: 3121.68 ms
[2021-03-23 09:06:37 main:574] : INFO : Epoch 1684 | loss: 0.031147 | val_loss: 0.0311578 | Time: 3112.54 ms
[2021-03-23 09:06:40 main:574] : INFO : Epoch 1685 | loss: 0.0311454 | val_loss: 0.0311591 | Time: 3077.68 ms
[2021-03-23 09:06:43 main:574] : INFO : Epoch 1686 | loss: 0.0311442 | val_loss: 0.0311588 | Time: 3118.24 ms
[2021-03-23 09:06:46 main:574] : INFO : Epoch 1687 | loss: 0.0311487 | val_loss: 0.03116 | Time: 3108.83 ms
[2021-03-23 09:06:49 main:574] : INFO : Epoch 1688 | loss: 0.0311492 | val_loss: 0.0311596 | Time: 3119.54 ms
[2021-03-23 09:06:52 main:574] : INFO : Epoch 1689 | loss: 0.0311474 | val_loss: 0.0311631 | Time: 3127.72 ms
[2021-03-23 09:06:55 main:574] : INFO : Epoch 1690 | loss: 0.0311479 | val_loss: 0.0311601 | Time: 3097.96 ms
[2021-03-23 09:06:59 main:574] : INFO : Epoch 1691 | loss: 0.0311473 | val_loss: 0.0311581 | Time: 3100.28 ms
[2021-03-23 09:07:02 main:574] : INFO : Epoch 1692 | loss: 0.0311463 | val_loss: 0.0311577 | Time: 3096.4 ms
[2021-03-23 09:07:05 main:574] : INFO : Epoch 1693 | loss: 0.0311451 | val_loss: 0.031158 | Time: 3141.27 ms
[2021-03-23 09:07:08 main:574] : INFO : Epoch 1694 | loss: 0.0311436 | val_loss: 0.0311563 | Time: 3108.09 ms
[2021-03-23 09:07:11 main:574] : INFO : Epoch 1695 | loss: 0.0311433 | val_loss: 0.031159 | Time: 3129.34 ms
[2021-03-23 09:07:14 main:574] : INFO : Epoch 1696 | loss: 0.0311446 | val_loss: 0.0311574 | Time: 3131.82 ms
[2021-03-23 09:07:17 main:574] : INFO : Epoch 1697 | loss: 0.0311445 | val_loss: 0.0311589 | Time: 3093.38 ms
[2021-03-23 09:07:21 main:574] : INFO : Epoch 1698 | loss: 0.0311463 | val_loss: 0.031158 | Time: 3140.53 ms
[2021-03-23 09:07:24 main:574] : INFO : Epoch 1699 | loss: 0.0311468 | val_loss: 0.0311569 | Time: 3107.83 ms
[2021-03-23 09:07:27 main:574] : INFO : Epoch 1700 | loss: 0.0311444 | val_loss: 0.0311542 | Time: 3103.05 ms
[2021-03-23 09:07:30 main:574] : INFO : Epoch 1701 | loss: 0.0311429 | val_loss: 0.0311545 | Time: 3112.98 ms
[2021-03-23 09:07:33 main:574] : INFO : Epoch 1702 | loss: 0.0311423 | val_loss: 0.0311543 | Time: 3089.62 ms
[2021-03-23 09:07:36 main:574] : INFO : Epoch 1703 | loss: 0.0311403 | val_loss: 0.0311543 | Time: 3114.36 ms
[2021-03-23 09:07:39 main:574] : INFO : Epoch 1704 | loss: 0.0311423 | val_loss: 0.0311527 | Time: 3108.28 ms
[2021-03-23 09:07:42 main:574] : INFO : Epoch 1705 | loss: 0.0311412 | val_loss: 0.0311558 | Time: 3117.01 ms
[2021-03-23 09:07:46 main:574] : INFO : Epoch 1706 | loss: 0.0311414 | val_loss: 0.0311547 | Time: 3138.07 ms
[2021-03-23 09:07:49 main:574] : INFO : Epoch 1707 | loss: 0.0311432 | val_loss: 0.0311587 | Time: 3114.78 ms
[2021-03-23 09:07:52 main:574] : INFO : Epoch 1708 | loss: 0.0311488 | val_loss: 0.0311584 | Time: 3093.55 ms
[2021-03-23 09:07:55 main:574] : INFO : Epoch 1709 | loss: 0.031146 | val_loss: 0.0311615 | Time: 3109.62 ms
[2021-03-23 09:07:58 main:574] : INFO : Epoch 1710 | loss: 0.0311454 | val_loss: 0.0311599 | Time: 3102 ms
[2021-03-23 09:08:01 main:574] : INFO : Epoch 1711 | loss: 0.0311444 | val_loss: 0.0311606 | Time: 3102.19 ms
[2021-03-23 09:08:04 main:574] : INFO : Epoch 1712 | loss: 0.0311422 | val_loss: 0.0311567 | Time: 3105.21 ms
[2021-03-23 09:08:08 main:574] : INFO : Epoch 1713 | loss: 0.0311407 | val_loss: 0.0311593 | Time: 3137.88 ms
[2021-03-23 09:08:11 main:574] : INFO : Epoch 1714 | loss: 0.0311431 | val_loss: 0.0311595 | Time: 3113.87 ms
[2021-03-23 09:08:14 main:574] : INFO : Epoch 1715 | loss: 0.0311408 | val_loss: 0.0311587 | Time: 3107.4 ms
[2021-03-23 09:08:17 main:574] : INFO : Epoch 1716 | loss: 0.0311399 | val_loss: 0.0311556 | Time: 3097.27 ms
[2021-03-23 09:08:20 main:574] : INFO : Epoch 1717 | loss: 0.0311398 | val_loss: 0.0311563 | Time: 3125.49 ms
[2021-03-23 09:08:23 main:574] : INFO : Epoch 1718 | loss: 0.0311385 | val_loss: 0.031158 | Time: 3113.33 ms
[2021-03-23 09:08:26 main:574] : INFO : Epoch 1719 | loss: 0.0311395 | val_loss: 0.0311624 | Time: 3114.89 ms
[2021-03-23 09:08:30 main:574] : INFO : Epoch 1720 | loss: 0.0311426 | val_loss: 0.0311581 | Time: 3101.37 ms
[2021-03-23 09:08:33 main:574] : INFO : Epoch 1721 | loss: 0.0311414 | val_loss: 0.0311577 | Time: 3113.58 ms
[2021-03-23 09:08:36 main:574] : INFO : Epoch 1722 | loss: 0.0311409 | val_loss: 0.0311575 | Time: 3118.32 ms
[2021-03-23 09:08:39 main:574] : INFO : Epoch 1723 | loss: 0.0311394 | val_loss: 0.0311564 | Time: 3100.67 ms
[2021-03-23 09:08:42 main:574] : INFO : Epoch 1724 | loss: 0.0311378 | val_loss: 0.0311561 | Time: 3114.91 ms
[2021-03-23 09:08:45 main:574] : INFO : Epoch 1725 | loss: 0.0311372 | val_loss: 0.0311597 | Time: 3109.01 ms
[2021-03-23 09:08:48 main:574] : INFO : Epoch 1726 | loss: 0.0311376 | val_loss: 0.0311553 | Time: 3100.94 ms
[2021-03-23 09:08:51 main:574] : INFO : Epoch 1727 | loss: 0.0311386 | val_loss: 0.031154 | Time: 3110.52 ms
[2021-03-23 09:08:55 main:574] : INFO : Epoch 1728 | loss: 0.0311374 | val_loss: 0.0311567 | Time: 3108.81 ms
[2021-03-23 09:08:58 main:574] : INFO : Epoch 1729 | loss: 0.0311367 | val_loss: 0.0311552 | Time: 3127.29 ms
[2021-03-23 09:09:01 main:574] : INFO : Epoch 1730 | loss: 0.031137 | val_loss: 0.0311576 | Time: 3116.33 ms
[2021-03-23 09:09:04 main:574] : INFO : Epoch 1731 | loss: 0.0311376 | val_loss: 0.0311574 | Time: 3108.12 ms
[2021-03-23 09:09:07 main:574] : INFO : Epoch 1732 | loss: 0.0311382 | val_loss: 0.0311539 | Time: 3126.39 ms
[2021-03-23 09:09:10 main:574] : INFO : Epoch 1733 | loss: 0.0311395 | val_loss: 0.0311562 | Time: 3108.13 ms
[2021-03-23 09:09:13 main:574] : INFO : Epoch 1734 | loss: 0.0311396 | val_loss: 0.0311563 | Time: 3116.12 ms
[2021-03-23 09:09:17 main:574] : INFO : Epoch 1735 | loss: 0.0311388 | val_loss: 0.0311553 | Time: 3127.67 ms
[2021-03-23 09:09:20 main:574] : INFO : Epoch 1736 | loss: 0.0311388 | val_loss: 0.0311589 | Time: 3122.95 ms
[2021-03-23 09:09:23 main:574] : INFO : Epoch 1737 | loss: 0.0311373 | val_loss: 0.0311552 | Time: 3106.14 ms
[2021-03-23 09:09:26 main:574] : INFO : Epoch 1738 | loss: 0.0311361 | val_loss: 0.0311536 | Time: 3118.99 ms
[2021-03-23 09:09:29 main:574] : INFO : Epoch 1739 | loss: 0.031138 | val_loss: 0.0311545 | Time: 3122.28 ms
[2021-03-23 09:09:32 main:574] : INFO : Epoch 1740 | loss: 0.0311378 | val_loss: 0.0311521 | Time: 3118.72 ms
[2021-03-23 09:09:35 main:574] : INFO : Epoch 1741 | loss: 0.0311362 | val_loss: 0.0311526 | Time: 3111.58 ms
[2021-03-23 09:09:39 main:574] : INFO : Epoch 1742 | loss: 0.0311353 | val_loss: 0.0311524 | Time: 3100.24 ms
[2021-03-23 09:09:42 main:574] : INFO : Epoch 1743 | loss: 0.0311349 | val_loss: 0.0311541 | Time: 3112.46 ms
[2021-03-23 09:09:45 main:574] : INFO : Epoch 1744 | loss: 0.0311358 | val_loss: 0.0311541 | Time: 3109.63 ms
[2021-03-23 09:09:48 main:574] : INFO : Epoch 1745 | loss: 0.0311367 | val_loss: 0.0311565 | Time: 3107.91 ms
[2021-03-23 09:09:51 main:574] : INFO : Epoch 1746 | loss: 0.0311352 | val_loss: 0.0311548 | Time: 3113.98 ms
[2021-03-23 09:09:54 main:574] : INFO : Epoch 1747 | loss: 0.0311332 | val_loss: 0.0311553 | Time: 3110.67 ms
[2021-03-23 09:09:57 main:574] : INFO : Epoch 1748 | loss: 0.0311338 | val_loss: 0.0311559 | Time: 3093.5 ms
[2021-03-23 09:10:01 main:574] : INFO : Epoch 1749 | loss: 0.031133 | val_loss: 0.0311561 | Time: 3109.19 ms
[2021-03-23 09:10:04 main:574] : INFO : Epoch 1750 | loss: 0.0311366 | val_loss: 0.0311557 | Time: 3108.62 ms
[2021-03-23 09:10:07 main:574] : INFO : Epoch 1751 | loss: 0.0311365 | val_loss: 0.0311559 | Time: 3106.87 ms
[2021-03-23 09:10:10 main:574] : INFO : Epoch 1752 | loss: 0.031136 | val_loss: 0.0311574 | Time: 3119.29 ms
[2021-03-23 09:10:13 main:574] : INFO : Epoch 1753 | loss: 0.0311341 | val_loss: 0.0311558 | Time: 3098.6 ms
[2021-03-23 09:10:16 main:574] : INFO : Epoch 1754 | loss: 0.0311347 | val_loss: 0.0311538 | Time: 3101.92 ms
[2021-03-23 09:10:19 main:574] : INFO : Epoch 1755 | loss: 0.0311348 | val_loss: 0.0311561 | Time: 3097.72 ms
[2021-03-23 09:10:22 main:574] : INFO : Epoch 1756 | loss: 0.0311379 | val_loss: 0.0311519 | Time: 3105.92 ms
[2021-03-23 09:10:26 main:574] : INFO : Epoch 1757 | loss: 0.0311364 | val_loss: 0.0311603 | Time: 3096.15 ms
[2021-03-23 09:10:29 main:574] : INFO : Epoch 1758 | loss: 0.0311392 | val_loss: 0.0311511 | Time: 3093.43 ms
[2021-03-23 09:10:32 main:574] : INFO : Epoch 1759 | loss: 0.0311385 | val_loss: 0.0311524 | Time: 3123.69 ms
[2021-03-23 09:10:35 main:574] : INFO : Epoch 1760 | loss: 0.0311379 | val_loss: 0.0311521 | Time: 3094.54 ms
[2021-03-23 09:10:38 main:574] : INFO : Epoch 1761 | loss: 0.0311372 | val_loss: 0.0311553 | Time: 3089.71 ms
[2021-03-23 09:10:41 main:574] : INFO : Epoch 1762 | loss: 0.0311363 | val_loss: 0.0311546 | Time: 3088.89 ms
[2021-03-23 09:10:44 main:574] : INFO : Epoch 1763 | loss: 0.0311344 | val_loss: 0.0311536 | Time: 3086.3 ms
[2021-03-23 09:10:47 main:574] : INFO : Epoch 1764 | loss: 0.0311331 | val_loss: 0.0311528 | Time: 3093.28 ms
[2021-03-23 09:10:51 main:574] : INFO : Epoch 1765 | loss: 0.0311341 | val_loss: 0.0311569 | Time: 3129.01 ms
[2021-03-23 09:10:54 main:574] : INFO : Epoch 1766 | loss: 0.0311388 | val_loss: 0.0311572 | Time: 3087.98 ms
[2021-03-23 09:10:57 main:574] : INFO : Epoch 1767 | loss: 0.0311383 | val_loss: 0.0311555 | Time: 3111.98 ms
[2021-03-23 09:11:00 main:574] : INFO : Epoch 1768 | loss: 0.0311359 | val_loss: 0.0311535 | Time: 3134.19 ms
[2021-03-23 09:11:03 main:574] : INFO : Epoch 1769 | loss: 0.0311348 | val_loss: 0.0311575 | Time: 3130.59 ms
[2021-03-23 09:11:06 main:574] : INFO : Epoch 1770 | loss: 0.0311345 | val_loss: 0.0311552 | Time: 3108.2 ms
[2021-03-23 09:11:10 main:574] : INFO : Epoch 1771 | loss: 0.0311337 | val_loss: 0.0311564 | Time: 3114.16 ms
[2021-03-23 09:11:13 main:574] : INFO : Epoch 1772 | loss: 0.0311349 | val_loss: 0.0311537 | Time: 3113.56 ms
[2021-03-23 09:11:16 main:574] : INFO : Epoch 1773 | loss: 0.0311336 | val_loss: 0.0311537 | Time: 3093.67 ms
[2021-03-23 09:11:19 main:574] : INFO : Epoch 1774 | loss: 0.0311318 | val_loss: 0.0311551 | Time: 3099.31 ms
[2021-03-23 09:11:22 main:574] : INFO : Epoch 1775 | loss: 0.0311322 | val_loss: 0.0311557 | Time: 3087.19 ms
[2021-03-23 09:11:25 main:574] : INFO : Epoch 1776 | loss: 0.0311319 | val_loss: 0.0311567 | Time: 3090.42 ms
[2021-03-23 09:11:28 main:574] : INFO : Epoch 1777 | loss: 0.0311339 | val_loss: 0.0311541 | Time: 3080.83 ms
[2021-03-23 09:11:31 main:574] : INFO : Epoch 1778 | loss: 0.0311317 | val_loss: 0.0311546 | Time: 3107.45 ms
[2021-03-23 09:11:35 main:574] : INFO : Epoch 1779 | loss: 0.0311337 | val_loss: 0.0311533 | Time: 3094.43 ms
[2021-03-23 09:11:38 main:574] : INFO : Epoch 1780 | loss: 0.0311327 | val_loss: 0.0311555 | Time: 3114.74 ms
[2021-03-23 09:11:41 main:574] : INFO : Epoch 1781 | loss: 0.0311333 | val_loss: 0.0311556 | Time: 3132.97 ms
[2021-03-23 09:11:44 main:574] : INFO : Epoch 1782 | loss: 0.0311334 | val_loss: 0.0311538 | Time: 3118.44 ms
[2021-03-23 09:11:47 main:574] : INFO : Epoch 1783 | loss: 0.0311362 | val_loss: 0.0311595 | Time: 3117.72 ms
[2021-03-23 09:11:50 main:574] : INFO : Epoch 1784 | loss: 0.0311371 | val_loss: 0.0311631 | Time: 3095.43 ms
[2021-03-23 09:11:53 main:574] : INFO : Epoch 1785 | loss: 0.031139 | val_loss: 0.0311563 | Time: 3106.18 ms
[2021-03-23 09:11:57 main:574] : INFO : Epoch 1786 | loss: 0.0311365 | val_loss: 0.0311535 | Time: 3087.6 ms
[2021-03-23 09:12:00 main:574] : INFO : Epoch 1787 | loss: 0.0311361 | val_loss: 0.0311533 | Time: 3090.1 ms
[2021-03-23 09:12:03 main:574] : INFO : Epoch 1788 | loss: 0.0311353 | val_loss: 0.0311553 | Time: 3109.27 ms
[2021-03-23 09:12:06 main:574] : INFO : Epoch 1789 | loss: 0.0311367 | val_loss: 0.0311587 | Time: 3090 ms
[2021-03-23 09:12:09 main:574] : INFO : Epoch 1790 | loss: 0.0311385 | val_loss: 0.0311556 | Time: 3078.71 ms
[2021-03-23 09:12:12 main:574] : INFO : Epoch 1791 | loss: 0.0311347 | val_loss: 0.0311517 | Time: 3097.89 ms
[2021-03-23 09:12:15 main:574] : INFO : Epoch 1792 | loss: 0.0311352 | val_loss: 0.0311626 | Time: 3096 ms
[2021-03-23 09:12:18 main:574] : INFO : Epoch 1793 | loss: 0.0311401 | val_loss: 0.0311564 | Time: 3109.08 ms
[2021-03-23 09:12:21 main:574] : INFO : Epoch 1794 | loss: 0.0311396 | val_loss: 0.0311542 | Time: 3084.31 ms
[2021-03-23 09:12:25 main:574] : INFO : Epoch 1795 | loss: 0.0311383 | val_loss: 0.031155 | Time: 3105.95 ms
[2021-03-23 09:12:28 main:574] : INFO : Epoch 1796 | loss: 0.0311354 | val_loss: 0.031151 | Time: 3156.99 ms
[2021-03-23 09:12:31 main:574] : INFO : Epoch 1797 | loss: 0.0311355 | val_loss: 0.0311491 | Time: 3117.13 ms
[2021-03-23 09:12:34 main:574] : INFO : Epoch 1798 | loss: 0.0311368 | val_loss: 0.0311512 | Time: 3100.83 ms
[2021-03-23 09:12:37 main:574] : INFO : Epoch 1799 | loss: 0.0311364 | val_loss: 0.03115 | Time: 3114.56 ms
[2021-03-23 09:12:40 main:574] : INFO : Epoch 1800 | loss: 0.0311353 | val_loss: 0.031151 | Time: 3119.73 ms
[2021-03-23 09:12:43 main:574] : INFO : Epoch 1801 | loss: 0.0311365 | val_loss: 0.0311523 | Time: 3106.14 ms
[2021-03-23 09:12:47 main:574] : INFO : Epoch 1802 | loss: 0.0311342 | val_loss: 0.03115 | Time: 3104.63 ms
[2021-03-23 09:12:50 main:574] : INFO : Epoch 1803 | loss: 0.0311326 | val_loss: 0.0311502 | Time: 3105.68 ms
[2021-03-23 09:12:53 main:574] : INFO : Epoch 1804 | loss: 0.0311312 | val_loss: 0.0311507 | Time: 3117.59 ms
[2021-03-23 09:12:56 main:574] : INFO : Epoch 1805 | loss: 0.0311309 | val_loss: 0.0311544 | Time: 3126.83 ms
[2021-03-23 09:12:59 main:574] : INFO : Epoch 1806 | loss: 0.0311327 | val_loss: 0.0311596 | Time: 3126.77 ms
[2021-03-23 09:13:02 main:574] : INFO : Epoch 1807 | loss: 0.0311317 | val_loss: 0.0311532 | Time: 3106.74 ms
[2021-03-23 09:13:06 main:574] : INFO : Epoch 1808 | loss: 0.0311323 | val_loss: 0.0311548 | Time: 3120.46 ms
[2021-03-23 09:13:09 main:574] : INFO : Epoch 1809 | loss: 0.0311308 | val_loss: 0.0311507 | Time: 3118.75 ms
[2021-03-23 09:13:12 main:574] : INFO : Epoch 1810 | loss: 0.0311297 | val_loss: 0.0311491 | Time: 3102.48 ms
[2021-03-23 09:13:15 main:574] : INFO : Epoch 1811 | loss: 0.0311322 | val_loss: 0.0311545 | Time: 3112.51 ms
[2021-03-23 09:13:18 main:574] : INFO : Epoch 1812 | loss: 0.0311358 | val_loss: 0.0311516 | Time: 3111.75 ms
[2021-03-23 09:13:21 main:574] : INFO : Epoch 1813 | loss: 0.0311326 | val_loss: 0.0311512 | Time: 3105.91 ms
[2021-03-23 09:13:24 main:574] : INFO : Epoch 1814 | loss: 0.0311306 | val_loss: 0.0311501 | Time: 3116.91 ms
[2021-03-23 09:13:27 main:574] : INFO : Epoch 1815 | loss: 0.0311293 | val_loss: 0.0311502 | Time: 3102.13 ms
[2021-03-23 09:13:31 main:574] : INFO : Epoch 1816 | loss: 0.0311311 | val_loss: 0.0311483 | Time: 3110.08 ms
[2021-03-23 09:13:34 main:574] : INFO : Epoch 1817 | loss: 0.0311294 | val_loss: 0.031151 | Time: 3088.45 ms
[2021-03-23 09:13:37 main:574] : INFO : Epoch 1818 | loss: 0.0311322 | val_loss: 0.0311484 | Time: 3089.51 ms
[2021-03-23 09:13:40 main:574] : INFO : Epoch 1819 | loss: 0.0311308 | val_loss: 0.0311479 | Time: 3113.33 ms
[2021-03-23 09:13:43 main:574] : INFO : Epoch 1820 | loss: 0.0311295 | val_loss: 0.0311493 | Time: 3101.29 ms
[2021-03-23 09:13:46 main:574] : INFO : Epoch 1821 | loss: 0.0311295 | val_loss: 0.0311484 | Time: 3092.03 ms
[2021-03-23 09:13:49 main:574] : INFO : Epoch 1822 | loss: 0.0311311 | val_loss: 0.0311552 | Time: 3098.71 ms
[2021-03-23 09:13:52 main:574] : INFO : Epoch 1823 | loss: 0.0311306 | val_loss: 0.0311565 | Time: 3107.81 ms
[2021-03-23 09:13:56 main:574] : INFO : Epoch 1824 | loss: 0.0311314 | val_loss: 0.0311524 | Time: 3088.97 ms
[2021-03-23 09:13:59 main:574] : INFO : Epoch 1825 | loss: 0.031136 | val_loss: 0.0311566 | Time: 3128.28 ms
[2021-03-23 09:14:02 main:574] : INFO : Epoch 1826 | loss: 0.0311336 | val_loss: 0.031152 | Time: 3093.26 ms
[2021-03-23 09:14:05 main:574] : INFO : Epoch 1827 | loss: 0.031131 | val_loss: 0.0311512 | Time: 3096.35 ms
[2021-03-23 09:14:08 main:574] : INFO : Epoch 1828 | loss: 0.0311309 | val_loss: 0.0311647 | Time: 3089.31 ms
[2021-03-23 09:14:11 main:574] : INFO : Epoch 1829 | loss: 0.0311339 | val_loss: 0.031152 | Time: 3097.84 ms
[2021-03-23 09:14:14 main:574] : INFO : Epoch 1830 | loss: 0.0311303 | val_loss: 0.0311535 | Time: 3110.27 ms
[2021-03-23 09:14:18 main:574] : INFO : Epoch 1831 | loss: 0.0311298 | val_loss: 0.0311537 | Time: 3110.79 ms
[2021-03-23 09:14:21 main:574] : INFO : Epoch 1832 | loss: 0.0311288 | val_loss: 0.0311544 | Time: 3098.45 ms
[2021-03-23 09:14:24 main:574] : INFO : Epoch 1833 | loss: 0.0311289 | val_loss: 0.0311491 | Time: 3126.1 ms
[2021-03-23 09:14:27 main:574] : INFO : Epoch 1834 | loss: 0.0311313 | val_loss: 0.0311508 | Time: 3110.83 ms
[2021-03-23 09:14:30 main:574] : INFO : Epoch 1835 | loss: 0.0311353 | val_loss: 0.0311517 | Time: 3081.42 ms
[2021-03-23 09:14:33 main:574] : INFO : Epoch 1836 | loss: 0.0311318 | val_loss: 0.0311512 | Time: 3110.78 ms
[2021-03-23 09:14:36 main:574] : INFO : Epoch 1837 | loss: 0.0311322 | val_loss: 0.031155 | Time: 3094.2 ms
[2021-03-23 09:14:40 main:574] : INFO : Epoch 1838 | loss: 0.0311315 | val_loss: 0.0311499 | Time: 3108.87 ms
[2021-03-23 09:14:43 main:574] : INFO : Epoch 1839 | loss: 0.0311318 | val_loss: 0.0311518 | Time: 3125.55 ms
[2021-03-23 09:14:46 main:574] : INFO : Epoch 1840 | loss: 0.0311338 | val_loss: 0.031157 | Time: 3082.9 ms
[2021-03-23 09:14:49 main:574] : INFO : Epoch 1841 | loss: 0.0311416 | val_loss: 0.0311608 | Time: 3070.42 ms
[2021-03-23 09:14:52 main:574] : INFO : Epoch 1842 | loss: 0.0311401 | val_loss: 0.0311553 | Time: 3082.24 ms
[2021-03-23 09:14:55 main:574] : INFO : Epoch 1843 | loss: 0.0311373 | val_loss: 0.0311546 | Time: 3091.92 ms
[2021-03-23 09:14:58 main:574] : INFO : Epoch 1844 | loss: 0.031134 | val_loss: 0.0311506 | Time: 3087.19 ms
[2021-03-23 09:15:01 main:574] : INFO : Epoch 1845 | loss: 0.0311336 | val_loss: 0.0311541 | Time: 3117.2 ms
[2021-03-23 09:15:05 main:574] : INFO : Epoch 1846 | loss: 0.0311355 | val_loss: 0.0311542 | Time: 3083.47 ms
[2021-03-23 09:15:08 main:574] : INFO : Epoch 1847 | loss: 0.0311351 | val_loss: 0.0311505 | Time: 3071.28 ms
[2021-03-23 09:15:11 main:574] : INFO : Epoch 1848 | loss: 0.0311319 | val_loss: 0.0311534 | Time: 3094.63 ms
[2021-03-23 09:15:14 main:574] : INFO : Epoch 1849 | loss: 0.0311326 | val_loss: 0.0311556 | Time: 3072.43 ms
[2021-03-23 09:15:17 main:574] : INFO : Epoch 1850 | loss: 0.0311322 | val_loss: 0.0311531 | Time: 3087.27 ms
[2021-03-23 09:15:20 main:574] : INFO : Epoch 1851 | loss: 0.0311338 | val_loss: 0.0311508 | Time: 3092.41 ms
[2021-03-23 09:15:23 main:574] : INFO : Epoch 1852 | loss: 0.0311346 | val_loss: 0.0311575 | Time: 3149.84 ms
[2021-03-23 09:15:26 main:574] : INFO : Epoch 1853 | loss: 0.0311344 | val_loss: 0.0311528 | Time: 3112.33 ms
[2021-03-23 09:15:30 main:574] : INFO : Epoch 1854 | loss: 0.0311318 | val_loss: 0.0311519 | Time: 3111.67 ms
[2021-03-23 09:15:33 main:574] : INFO : Epoch 1855 | loss: 0.0311303 | val_loss: 0.0311604 | Time: 3083.29 ms
[2021-03-23 09:15:36 main:574] : INFO : Epoch 1856 | loss: 0.0311318 | val_loss: 0.0311535 | Time: 3101.95 ms
[2021-03-23 09:15:39 main:574] : INFO : Epoch 1857 | loss: 0.031131 | val_loss: 0.0311528 | Time: 3124.77 ms
[2021-03-23 09:15:42 main:574] : INFO : Epoch 1858 | loss: 0.0311321 | val_loss: 0.0311493 | Time: 3097.85 ms
[2021-03-23 09:15:45 main:574] : INFO : Epoch 1859 | loss: 0.0311333 | val_loss: 0.0311515 | Time: 3106.62 ms
[2021-03-23 09:15:48 main:574] : INFO : Epoch 1860 | loss: 0.0311353 | val_loss: 0.0311523 | Time: 3101.36 ms
[2021-03-23 09:15:51 main:574] : INFO : Epoch 1861 | loss: 0.0311326 | val_loss: 0.0311515 | Time: 3117.65 ms
[2021-03-23 09:15:55 main:574] : INFO : Epoch 1862 | loss: 0.0311318 | val_loss: 0.0311526 | Time: 3135.9 ms
[2021-03-23 09:15:58 main:574] : INFO : Epoch 1863 | loss: 0.0311313 | val_loss: 0.0311527 | Time: 3106.91 ms
[2021-03-23 09:16:01 main:574] : INFO : Epoch 1864 | loss: 0.0311353 | val_loss: 0.0311574 | Time: 3120.78 ms
[2021-03-23 09:16:04 main:574] : INFO : Epoch 1865 | loss: 0.0311324 | val_loss: 0.0311577 | Time: 3122.43 ms
[2021-03-23 09:16:07 main:574] : INFO : Epoch 1866 | loss: 0.0311367 | val_loss: 0.0311563 | Time: 3100.85 ms
[2021-03-23 09:16:10 main:574] : INFO : Epoch 1867 | loss: 0.0311351 | val_loss: 0.0311505 | Time: 3115.21 ms
[2021-03-23 09:16:14 main:574] : INFO : Epoch 1868 | loss: 0.031132 | val_loss: 0.0311534 | Time: 3117.41 ms
[2021-03-23 09:16:17 main:574] : INFO : Epoch 1869 | loss: 0.0311313 | val_loss: 0.0311559 | Time: 3111.2 ms
[2021-03-23 09:16:20 main:574] : INFO : Epoch 1870 | loss: 0.0311309 | val_loss: 0.0311529 | Time: 3106.77 ms
[2021-03-23 09:16:23 main:574] : INFO : Epoch 1871 | loss: 0.0311292 | val_loss: 0.0311589 | Time: 3145.79 ms
[2021-03-23 09:16:26 main:574] : INFO : Epoch 1872 | loss: 0.031131 | val_loss: 0.0311516 | Time: 3122.14 ms
[2021-03-23 09:16:29 main:574] : INFO : Epoch 1873 | loss: 0.0311275 | val_loss: 0.0311563 | Time: 3111.48 ms
[2021-03-23 09:16:32 main:574] : INFO : Epoch 1874 | loss: 0.0311264 | val_loss: 0.0311506 | Time: 3118.23 ms
[2021-03-23 09:16:36 main:574] : INFO : Epoch 1875 | loss: 0.031128 | val_loss: 0.0311505 | Time: 3085.81 ms
[2021-03-23 09:16:39 main:574] : INFO : Epoch 1876 | loss: 0.0311291 | val_loss: 0.03115 | Time: 3118.91 ms
[2021-03-23 09:16:42 main:574] : INFO : Epoch 1877 | loss: 0.0311295 | val_loss: 0.0311543 | Time: 3118.81 ms
[2021-03-23 09:16:45 main:574] : INFO : Epoch 1878 | loss: 0.0311341 | val_loss: 0.0311572 | Time: 3091.17 ms
[2021-03-23 09:16:48 main:574] : INFO : Epoch 1879 | loss: 0.0311354 | val_loss: 0.0311532 | Time: 3144.18 ms
[2021-03-23 09:16:51 main:574] : INFO : Epoch 1880 | loss: 0.031129 | val_loss: 0.0311536 | Time: 3097.5 ms
[2021-03-23 09:16:54 main:574] : INFO : Epoch 1881 | loss: 0.0311293 | val_loss: 0.0311544 | Time: 3120.44 ms
[2021-03-23 09:16:58 main:574] : INFO : Epoch 1882 | loss: 0.0311304 | val_loss: 0.0311531 | Time: 3109.58 ms
[2021-03-23 09:17:01 main:574] : INFO : Epoch 1883 | loss: 0.031129 | val_loss: 0.0311553 | Time: 3118.26 ms
[2021-03-23 09:17:04 main:574] : INFO : Epoch 1884 | loss: 0.0311289 | val_loss: 0.0311561 | Time: 3118.29 ms
[2021-03-23 09:17:07 main:574] : INFO : Epoch 1885 | loss: 0.0311301 | val_loss: 0.031152 | Time: 3099.34 ms
[2021-03-23 09:17:10 main:574] : INFO : Epoch 1886 | loss: 0.0311288 | val_loss: 0.0311494 | Time: 3136.94 ms
[2021-03-23 09:17:13 main:574] : INFO : Epoch 1887 | loss: 0.0311255 | val_loss: 0.0311502 | Time: 3104.36 ms
[2021-03-23 09:17:16 main:574] : INFO : Epoch 1888 | loss: 0.0311268 | val_loss: 0.0311524 | Time: 3097.82 ms
[2021-03-23 09:17:20 main:574] : INFO : Epoch 1889 | loss: 0.0311261 | val_loss: 0.0311556 | Time: 3105.14 ms
[2021-03-23 09:17:23 main:574] : INFO : Epoch 1890 | loss: 0.0311271 | val_loss: 0.0311581 | Time: 3120.59 ms
[2021-03-23 09:17:26 main:574] : INFO : Epoch 1891 | loss: 0.0311286 | val_loss: 0.031164 | Time: 3124.08 ms
[2021-03-23 09:17:29 main:574] : INFO : Epoch 1892 | loss: 0.0311299 | val_loss: 0.0311578 | Time: 3112.12 ms
[2021-03-23 09:17:32 main:574] : INFO : Epoch 1893 | loss: 0.0311257 | val_loss: 0.0311523 | Time: 3125.15 ms
[2021-03-23 09:17:35 main:574] : INFO : Epoch 1894 | loss: 0.0311253 | val_loss: 0.0311512 | Time: 3092.2 ms
[2021-03-23 09:17:38 main:574] : INFO : Epoch 1895 | loss: 0.0311275 | val_loss: 0.0311547 | Time: 3103.06 ms
[2021-03-23 09:17:42 main:574] : INFO : Epoch 1896 | loss: 0.0311316 | val_loss: 0.0311578 | Time: 3132.45 ms
[2021-03-23 09:17:45 main:574] : INFO : Epoch 1897 | loss: 0.0311289 | val_loss: 0.0311575 | Time: 3092.16 ms
[2021-03-23 09:17:48 main:574] : INFO : Epoch 1898 | loss: 0.0311271 | val_loss: 0.0311536 | Time: 3085.15 ms
[2021-03-23 09:17:51 main:574] : INFO : Epoch 1899 | loss: 0.0311285 | val_loss: 0.0311542 | Time: 3071.85 ms
[2021-03-23 09:17:54 main:574] : INFO : Epoch 1900 | loss: 0.0311266 | val_loss: 0.0311542 | Time: 3098.9 ms
[2021-03-23 09:17:57 main:574] : INFO : Epoch 1901 | loss: 0.0311259 | val_loss: 0.0311547 | Time: 3088.25 ms
[2021-03-23 09:18:00 main:574] : INFO : Epoch 1902 | loss: 0.0311246 | val_loss: 0.031156 | Time: 3124.31 ms
[2021-03-23 09:18:03 main:574] : INFO : Epoch 1903 | loss: 0.0311247 | val_loss: 0.031155 | Time: 3108.39 ms
[2021-03-23 09:18:07 main:574] : INFO : Epoch 1904 | loss: 0.0311263 | val_loss: 0.0311563 | Time: 3139.89 ms
[2021-03-23 09:18:10 main:574] : INFO : Epoch 1905 | loss: 0.0311261 | val_loss: 0.0311528 | Time: 3092.4 ms
[2021-03-23 09:18:13 main:574] : INFO : Epoch 1906 | loss: 0.0311256 | val_loss: 0.0311545 | Time: 3119.72 ms
[2021-03-23 09:18:16 main:574] : INFO : Epoch 1907 | loss: 0.0311339 | val_loss: 0.0311579 | Time: 3097.42 ms
[2021-03-23 09:18:19 main:574] : INFO : Epoch 1908 | loss: 0.0311386 | val_loss: 0.0311599 | Time: 3099.15 ms
[2021-03-23 09:18:22 main:574] : INFO : Epoch 1909 | loss: 0.0311349 | val_loss: 0.0311516 | Time: 3122.9 ms
[2021-03-23 09:18:25 main:574] : INFO : Epoch 1910 | loss: 0.0311313 | val_loss: 0.0311505 | Time: 3117.8 ms
[2021-03-23 09:18:29 main:574] : INFO : Epoch 1911 | loss: 0.0311307 | val_loss: 0.0311556 | Time: 3117.1 ms
[2021-03-23 09:18:32 main:574] : INFO : Epoch 1912 | loss: 0.0311284 | val_loss: 0.0311536 | Time: 3111.25 ms
[2021-03-23 09:18:35 main:574] : INFO : Epoch 1913 | loss: 0.0311294 | val_loss: 0.0311514 | Time: 3101.95 ms
[2021-03-23 09:18:38 main:574] : INFO : Epoch 1914 | loss: 0.0311273 | val_loss: 0.0311512 | Time: 3115.58 ms
[2021-03-23 09:18:41 main:574] : INFO : Epoch 1915 | loss: 0.0311256 | val_loss: 0.0311528 | Time: 3107.02 ms
[2021-03-23 09:18:44 main:574] : INFO : Epoch 1916 | loss: 0.0311258 | val_loss: 0.0311553 | Time: 3088.83 ms
[2021-03-23 09:18:47 main:574] : INFO : Epoch 1917 | loss: 0.0311278 | val_loss: 0.0311606 | Time: 3138.71 ms
[2021-03-23 09:18:51 main:574] : INFO : Epoch 1918 | loss: 0.0311352 | val_loss: 0.031159 | Time: 3114.49 ms
[2021-03-23 09:18:54 main:574] : INFO : Epoch 1919 | loss: 0.0311295 | val_loss: 0.0311573 | Time: 3118.55 ms
[2021-03-23 09:18:57 main:574] : INFO : Epoch 1920 | loss: 0.0311288 | val_loss: 0.0311552 | Time: 3144.87 ms
[2021-03-23 09:19:00 main:574] : INFO : Epoch 1921 | loss: 0.0311279 | val_loss: 0.0311557 | Time: 3118.24 ms
[2021-03-23 09:19:03 main:574] : INFO : Epoch 1922 | loss: 0.031126 | val_loss: 0.031149 | Time: 3124.55 ms
[2021-03-23 09:19:06 main:574] : INFO : Epoch 1923 | loss: 0.0311274 | val_loss: 0.0311553 | Time: 3099.95 ms
[2021-03-23 09:19:09 main:574] : INFO : Epoch 1924 | loss: 0.0311272 | val_loss: 0.031153 | Time: 3098.44 ms
[2021-03-23 09:19:13 main:574] : INFO : Epoch 1925 | loss: 0.0311256 | val_loss: 0.0311539 | Time: 3114 ms
[2021-03-23 09:19:16 main:574] : INFO : Epoch 1926 | loss: 0.0311254 | val_loss: 0.0311503 | Time: 3110.75 ms
[2021-03-23 09:19:19 main:574] : INFO : Epoch 1927 | loss: 0.0311249 | val_loss: 0.0311556 | Time: 3125.95 ms
[2021-03-23 09:19:22 main:574] : INFO : Epoch 1928 | loss: 0.0311242 | val_loss: 0.031151 | Time: 3100.55 ms
[2021-03-23 09:19:25 main:574] : INFO : Epoch 1929 | loss: 0.0311223 | val_loss: 0.0311546 | Time: 3097.9 ms
[2021-03-23 09:19:28 main:574] : INFO : Epoch 1930 | loss: 0.0311255 | val_loss: 0.0311531 | Time: 3126.01 ms
[2021-03-23 09:19:31 main:574] : INFO : Epoch 1931 | loss: 0.0311256 | val_loss: 0.0311593 | Time: 3120.1 ms
[2021-03-23 09:19:35 main:574] : INFO : Epoch 1932 | loss: 0.0311299 | val_loss: 0.0311516 | Time: 3110.2 ms
[2021-03-23 09:19:38 main:574] : INFO : Epoch 1933 | loss: 0.0311237 | val_loss: 0.0311526 | Time: 3116.66 ms
[2021-03-23 09:19:41 main:574] : INFO : Epoch 1934 | loss: 0.0311233 | val_loss: 0.0311588 | Time: 3122.91 ms
[2021-03-23 09:19:44 main:574] : INFO : Epoch 1935 | loss: 0.0311239 | val_loss: 0.031152 | Time: 3118.71 ms
[2021-03-23 09:19:47 main:574] : INFO : Epoch 1936 | loss: 0.0311265 | val_loss: 0.0311523 | Time: 3112.67 ms
[2021-03-23 09:19:50 main:574] : INFO : Epoch 1937 | loss: 0.0311232 | val_loss: 0.0311497 | Time: 3097.74 ms
[2021-03-23 09:19:53 main:574] : INFO : Epoch 1938 | loss: 0.0311248 | val_loss: 0.0311524 | Time: 3110.95 ms
[2021-03-23 09:19:57 main:574] : INFO : Epoch 1939 | loss: 0.0311252 | val_loss: 0.0311554 | Time: 3093.52 ms
[2021-03-23 09:20:00 main:574] : INFO : Epoch 1940 | loss: 0.031124 | val_loss: 0.0311519 | Time: 3104.47 ms
[2021-03-23 09:20:03 main:574] : INFO : Epoch 1941 | loss: 0.0311224 | val_loss: 0.0311498 | Time: 3124.89 ms
[2021-03-23 09:20:06 main:574] : INFO : Epoch 1942 | loss: 0.0311219 | val_loss: 0.0311569 | Time: 3104.54 ms
[2021-03-23 09:20:09 main:574] : INFO : Epoch 1943 | loss: 0.0311289 | val_loss: 0.0311533 | Time: 3103.54 ms
[2021-03-23 09:20:12 main:574] : INFO : Epoch 1944 | loss: 0.0311272 | val_loss: 0.0311543 | Time: 3132.41 ms
[2021-03-23 09:20:15 main:574] : INFO : Epoch 1945 | loss: 0.0311273 | val_loss: 0.0311514 | Time: 3117.67 ms
[2021-03-23 09:20:19 main:574] : INFO : Epoch 1946 | loss: 0.0311263 | val_loss: 0.0311522 | Time: 3118.62 ms
[2021-03-23 09:20:22 main:574] : INFO : Epoch 1947 | loss: 0.0311268 | val_loss: 0.0311544 | Time: 3107.21 ms
[2021-03-23 09:20:25 main:574] : INFO : Epoch 1948 | loss: 0.0311394 | val_loss: 0.0311611 | Time: 3120.11 ms
[2021-03-23 09:20:28 main:574] : INFO : Epoch 1949 | loss: 0.0311468 | val_loss: 0.0311623 | Time: 3131 ms
[2021-03-23 09:20:31 main:574] : INFO : Epoch 1950 | loss: 0.0311429 | val_loss: 0.0311602 | Time: 3112.11 ms
[2021-03-23 09:20:34 main:574] : INFO : Epoch 1951 | loss: 0.0311418 | val_loss: 0.0311608 | Time: 3113.31 ms
[2021-03-23 09:20:37 main:574] : INFO : Epoch 1952 | loss: 0.0311402 | val_loss: 0.0311578 | Time: 3106.17 ms
[2021-03-23 09:20:41 main:574] : INFO : Epoch 1953 | loss: 0.0311391 | val_loss: 0.0311593 | Time: 3130.23 ms
[2021-03-23 09:20:44 main:574] : INFO : Epoch 1954 | loss: 0.0311377 | val_loss: 0.0311635 | Time: 3119.23 ms
[2021-03-23 09:20:47 main:574] : INFO : Epoch 1955 | loss: 0.0311445 | val_loss: 0.031164 | Time: 3114.71 ms
[2021-03-23 09:20:50 main:574] : INFO : Epoch 1956 | loss: 0.0311388 | val_loss: 0.0311548 | Time: 3149.35 ms
[2021-03-23 09:20:53 main:574] : INFO : Epoch 1957 | loss: 0.0311365 | val_loss: 0.031156 | Time: 3132.12 ms
[2021-03-23 09:20:56 main:574] : INFO : Epoch 1958 | loss: 0.031136 | val_loss: 0.0311579 | Time: 3117.61 ms
[2021-03-23 09:20:59 main:574] : INFO : Epoch 1959 | loss: 0.0311359 | val_loss: 0.0311536 | Time: 3116.75 ms
[2021-03-23 09:21:03 main:574] : INFO : Epoch 1960 | loss: 0.0311329 | val_loss: 0.0311512 | Time: 3125.98 ms
[2021-03-23 09:21:06 main:574] : INFO : Epoch 1961 | loss: 0.0311327 | val_loss: 0.0311534 | Time: 3111.65 ms
[2021-03-23 09:21:09 main:574] : INFO : Epoch 1962 | loss: 0.0311328 | val_loss: 0.0311523 | Time: 3125.92 ms
[2021-03-23 09:21:12 main:574] : INFO : Epoch 1963 | loss: 0.0311318 | val_loss: 0.0311535 | Time: 3110.9 ms
[2021-03-23 09:21:15 main:574] : INFO : Epoch 1964 | loss: 0.0311345 | val_loss: 0.031154 | Time: 3100.26 ms
[2021-03-23 09:21:18 main:574] : INFO : Epoch 1965 | loss: 0.0311352 | val_loss: 0.0311512 | Time: 3126.54 ms
[2021-03-23 09:21:22 main:574] : INFO : Epoch 1966 | loss: 0.0311325 | val_loss: 0.0311528 | Time: 3124.51 ms
[2021-03-23 09:21:25 main:574] : INFO : Epoch 1967 | loss: 0.0311318 | val_loss: 0.031155 | Time: 3090.26 ms
[2021-03-23 09:21:28 main:574] : INFO : Epoch 1968 | loss: 0.0311357 | val_loss: 0.0311536 | Time: 3105.92 ms
[2021-03-23 09:21:31 main:574] : INFO : Epoch 1969 | loss: 0.031135 | val_loss: 0.0311539 | Time: 3118.54 ms
[2021-03-23 09:21:34 main:574] : INFO : Epoch 1970 | loss: 0.0311355 | val_loss: 0.0311562 | Time: 3125.43 ms
[2021-03-23 09:21:37 main:574] : INFO : Epoch 1971 | loss: 0.0311353 | val_loss: 0.0311518 | Time: 3117.35 ms
[2021-03-23 09:21:40 main:574] : INFO : Epoch 1972 | loss: 0.031135 | val_loss: 0.0311527 | Time: 3114.3 ms
[2021-03-23 09:21:44 main:574] : INFO : Epoch 1973 | loss: 0.0311349 | val_loss: 0.0311523 | Time: 3128.56 ms
[2021-03-23 09:21:47 main:574] : INFO : Epoch 1974 | loss: 0.0311334 | val_loss: 0.0311532 | Time: 3097.46 ms
[2021-03-23 09:21:50 main:574] : INFO : Epoch 1975 | loss: 0.0311373 | val_loss: 0.0311531 | Time: 3111.92 ms
[2021-03-23 09:21:53 main:574] : INFO : Epoch 1976 | loss: 0.0311388 | val_loss: 0.0311614 | Time: 3095.55 ms
[2021-03-23 09:21:56 main:574] : INFO : Epoch 1977 | loss: 0.0365058 | val_loss: 0.0326345 | Time: 3107.98 ms
[2021-03-23 09:21:59 main:574] : INFO : Epoch 1978 | loss: 0.0328313 | val_loss: 0.0324032 | Time: 3133.56 ms
[2021-03-23 09:22:02 main:574] : INFO : Epoch 1979 | loss: 0.031513 | val_loss: 0.0313004 | Time: 3115.59 ms
[2021-03-23 09:22:06 main:574] : INFO : Epoch 1980 | loss: 0.0312332 | val_loss: 0.0311796 | Time: 3132 ms
[2021-03-23 09:22:09 main:574] : INFO : Epoch 1981 | loss: 0.0311697 | val_loss: 0.0311716 | Time: 3108.71 ms
[2021-03-23 09:22:12 main:574] : INFO : Epoch 1982 | loss: 0.0311595 | val_loss: 0.0311647 | Time: 3104.5 ms
[2021-03-23 09:22:15 main:574] : INFO : Epoch 1983 | loss: 0.0311547 | val_loss: 0.0311636 | Time: 3136.75 ms
[2021-03-23 09:22:18 main:574] : INFO : Epoch 1984 | loss: 0.0311547 | val_loss: 0.0311631 | Time: 3106.15 ms
[2021-03-23 09:22:21 main:574] : INFO : Epoch 1985 | loss: 0.0311513 | val_loss: 0.0311623 | Time: 3107.35 ms
[2021-03-23 09:22:24 main:574] : INFO : Epoch 1986 | loss: 0.0311532 | val_loss: 0.0311635 | Time: 3100.53 ms
[2021-03-23 09:22:28 main:574] : INFO : Epoch 1987 | loss: 0.0311504 | val_loss: 0.0311636 | Time: 3111.42 ms
[2021-03-23 09:22:31 main:574] : INFO : Epoch 1988 | loss: 0.0311511 | val_loss: 0.0311638 | Time: 3110.81 ms
[2021-03-23 09:22:34 main:574] : INFO : Epoch 1989 | loss: 0.031153 | val_loss: 0.0311632 | Time: 3115.59 ms
[2021-03-23 09:22:37 main:574] : INFO : Epoch 1990 | loss: 0.0311523 | val_loss: 0.0311626 | Time: 3099.43 ms
[2021-03-23 09:22:40 main:574] : INFO : Epoch 1991 | loss: 0.031152 | val_loss: 0.031164 | Time: 3106.56 ms
[2021-03-23 09:22:43 main:574] : INFO : Epoch 1992 | loss: 0.0311526 | val_loss: 0.0311661 | Time: 3107.88 ms
[2021-03-23 09:22:46 main:574] : INFO : Epoch 1993 | loss: 0.0311525 | val_loss: 0.0311665 | Time: 3117.51 ms
[2021-03-23 09:22:50 main:574] : INFO : Epoch 1994 | loss: 0.0311526 | val_loss: 0.0311652 | Time: 3092.22 ms
[2021-03-23 09:22:53 main:574] : INFO : Epoch 1995 | loss: 0.031152 | val_loss: 0.0311606 | Time: 3125.24 ms
[2021-03-23 09:22:56 main:574] : INFO : Epoch 1996 | loss: 0.0311495 | val_loss: 0.0311616 | Time: 3104.75 ms
[2021-03-23 09:22:59 main:574] : INFO : Epoch 1997 | loss: 0.0311487 | val_loss: 0.0311629 | Time: 3104.03 ms
[2021-03-23 09:23:02 main:574] : INFO : Epoch 1998 | loss: 0.0311492 | val_loss: 0.0311656 | Time: 3101.75 ms
[2021-03-23 09:23:05 main:574] : INFO : Epoch 1999 | loss: 0.0311488 | val_loss: 0.0311618 | Time: 3094.39 ms
[2021-03-23 09:23:08 main:574] : INFO : Epoch 2000 | loss: 0.0311479 | val_loss: 0.031162 | Time: 3090.98 ms
[2021-03-23 09:23:11 main:574] : INFO : Epoch 2001 | loss: 0.0311462 | val_loss: 0.031163 | Time: 3086.33 ms
[2021-03-23 09:23:15 main:574] : INFO : Epoch 2002 | loss: 0.0311506 | val_loss: 0.0311632 | Time: 3102.39 ms
[2021-03-23 09:23:18 main:574] : INFO : Epoch 2003 | loss: 0.0311502 | val_loss: 0.0311589 | Time: 3114.14 ms
[2021-03-23 09:23:21 main:574] : INFO : Epoch 2004 | loss: 0.0311493 | val_loss: 0.0311596 | Time: 3112.01 ms
[2021-03-23 09:23:24 main:574] : INFO : Epoch 2005 | loss: 0.0311489 | val_loss: 0.0311617 | Time: 3124.33 ms
[2021-03-23 09:23:27 main:574] : INFO : Epoch 2006 | loss: 0.0311505 | val_loss: 0.0311611 | Time: 3133.76 ms
[2021-03-23 09:23:30 main:574] : INFO : Epoch 2007 | loss: 0.0311504 | val_loss: 0.0311588 | Time: 3134.85 ms
[2021-03-23 09:23:33 main:574] : INFO : Epoch 2008 | loss: 0.0311454 | val_loss: 0.0311589 | Time: 3124.25 ms
[2021-03-23 09:23:37 main:574] : INFO : Epoch 2009 | loss: 0.0311441 | val_loss: 0.031162 | Time: 3107 ms
[2021-03-23 09:23:40 main:574] : INFO : Epoch 2010 | loss: 0.0311451 | val_loss: 0.0311659 | Time: 3119.79 ms
[2021-03-23 09:23:43 main:574] : INFO : Epoch 2011 | loss: 0.0311496 | val_loss: 0.0311686 | Time: 3129.94 ms
[2021-03-23 09:23:46 main:574] : INFO : Epoch 2012 | loss: 0.0311498 | val_loss: 0.0311631 | Time: 3113.89 ms
[2021-03-23 09:23:49 main:574] : INFO : Epoch 2013 | loss: 0.0311441 | val_loss: 0.0311591 | Time: 3113.82 ms
[2021-03-23 09:23:52 main:574] : INFO : Epoch 2014 | loss: 0.0311428 | val_loss: 0.0311567 | Time: 3138.66 ms
[2021-03-23 09:23:56 main:574] : INFO : Epoch 2015 | loss: 0.0311454 | val_loss: 0.0311668 | Time: 3097.97 ms
[2021-03-23 09:23:59 main:574] : INFO : Epoch 2016 | loss: 0.0311465 | val_loss: 0.031162 | Time: 3103.3 ms
[2021-03-23 09:24:02 main:574] : INFO : Epoch 2017 | loss: 0.031143 | val_loss: 0.0311579 | Time: 3097.8 ms
[2021-03-23 09:24:05 main:574] : INFO : Epoch 2018 | loss: 0.0311438 | val_loss: 0.0311654 | Time: 3113.67 ms
[2021-03-23 09:24:08 main:574] : INFO : Epoch 2019 | loss: 0.0311477 | val_loss: 0.0311635 | Time: 3100.4 ms
[2021-03-23 09:24:11 main:574] : INFO : Epoch 2020 | loss: 0.0311462 | val_loss: 0.0311575 | Time: 3111.82 ms
[2021-03-23 09:24:14 main:574] : INFO : Epoch 2021 | loss: 0.031146 | val_loss: 0.0311619 | Time: 3109.14 ms
[2021-03-23 09:24:17 main:574] : INFO : Epoch 2022 | loss: 0.0311462 | val_loss: 0.0311597 | Time: 3107.62 ms
[2021-03-23 09:24:21 main:574] : INFO : Epoch 2023 | loss: 0.0311441 | val_loss: 0.031157 | Time: 3087.12 ms
[2021-03-23 09:24:24 main:574] : INFO : Epoch 2024 | loss: 0.0311433 | val_loss: 0.0311589 | Time: 3096.98 ms
[2021-03-23 09:24:27 main:574] : INFO : Epoch 2025 | loss: 0.0311432 | val_loss: 0.0311578 | Time: 3094.18 ms
[2021-03-23 09:24:30 main:574] : INFO : Epoch 2026 | loss: 0.0311427 | val_loss: 0.0311567 | Time: 3108.57 ms
[2021-03-23 09:24:33 main:574] : INFO : Epoch 2027 | loss: 0.0311417 | val_loss: 0.0311612 | Time: 3136.52 ms
[2021-03-23 09:24:36 main:574] : INFO : Epoch 2028 | loss: 0.031143 | val_loss: 0.0311606 | Time: 3142.82 ms
[2021-03-23 09:24:39 main:574] : INFO : Epoch 2029 | loss: 0.0311432 | val_loss: 0.0311579 | Time: 3112.47 ms
[2021-03-23 09:24:43 main:574] : INFO : Epoch 2030 | loss: 0.0311471 | val_loss: 0.0311589 | Time: 3087.39 ms
[2021-03-23 09:24:46 main:574] : INFO : Epoch 2031 | loss: 0.0311455 | val_loss: 0.0311626 | Time: 3092.17 ms
[2021-03-23 09:24:49 main:574] : INFO : Epoch 2032 | loss: 0.0311434 | val_loss: 0.0311558 | Time: 3125.77 ms
[2021-03-23 09:24:52 main:574] : INFO : Epoch 2033 | loss: 0.0311429 | val_loss: 0.0311596 | Time: 3063.86 ms
[2021-03-23 09:24:55 main:574] : INFO : Epoch 2034 | loss: 0.0311453 | val_loss: 0.0311578 | Time: 3101.13 ms
[2021-03-23 09:24:58 main:574] : INFO : Epoch 2035 | loss: 0.0311408 | val_loss: 0.0311544 | Time: 3107.8 ms
[2021-03-23 09:25:01 main:574] : INFO : Epoch 2036 | loss: 0.0311394 | val_loss: 0.0311527 | Time: 3088.23 ms
[2021-03-23 09:25:04 main:574] : INFO : Epoch 2037 | loss: 0.0311384 | val_loss: 0.0311541 | Time: 3108.15 ms
[2021-03-23 09:25:08 main:574] : INFO : Epoch 2038 | loss: 0.0311382 | val_loss: 0.0311545 | Time: 3120.03 ms
[2021-03-23 09:25:11 main:574] : INFO : Epoch 2039 | loss: 0.0311372 | val_loss: 0.0311506 | Time: 3127.47 ms
[2021-03-23 09:25:14 main:574] : INFO : Epoch 2040 | loss: 0.0311362 | val_loss: 0.0311515 | Time: 3117.61 ms
[2021-03-23 09:25:17 main:574] : INFO : Epoch 2041 | loss: 0.0311364 | val_loss: 0.031156 | Time: 3107.09 ms
[2021-03-23 09:25:20 main:574] : INFO : Epoch 2042 | loss: 0.0311342 | val_loss: 0.0311506 | Time: 3087.4 ms
[2021-03-23 09:25:23 main:574] : INFO : Epoch 2043 | loss: 0.0311348 | val_loss: 0.0311496 | Time: 3116.44 ms
[2021-03-23 09:25:26 main:574] : INFO : Epoch 2044 | loss: 0.031136 | val_loss: 0.0311541 | Time: 3086.03 ms
[2021-03-23 09:25:30 main:574] : INFO : Epoch 2045 | loss: 0.0311349 | val_loss: 0.0311534 | Time: 3137.14 ms
[2021-03-23 09:25:33 main:574] : INFO : Epoch 2046 | loss: 0.0311345 | val_loss: 0.0311508 | Time: 3104.94 ms
[2021-03-23 09:25:36 main:574] : INFO : Epoch 2047 | loss: 0.0311329 | val_loss: 0.0311481 | Time: 3123.47 ms
[2021-03-23 09:25:39 main:574] : INFO : Epoch 2048 | loss: 0.0311327 | val_loss: 0.0311493 | Time: 3118.64 ms
[2021-03-23 09:25:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311493
[2021-03-23 09:25:39 main:603] : INFO : Saving end state to config to file
[2021-03-23 09:25:39 main:608] : INFO : Success, exiting..
09:25:39 (5872): 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)