Task 14623822
| Name | ParityModified-1647042425-31813-2-0_5 |
| Workunit | 10721749 |
| Created | 18 Apr 2022, 6:40:26 UTC |
| Sent | 18 Apr 2022, 6:40:44 UTC |
| Report deadline | 26 Apr 2022, 6:40:44 UTC |
| Received | 18 Apr 2022, 10:36:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18317 |
| Run time | 3 hours 1 min 48 sec |
| CPU time | 2 hours 56 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 882.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311589 | val_loss: 0.0311687 | Time: 5306.78 ms
[2022-04-18 12:15:33 main:574] : INFO : Epoch 1543 | loss: 0.0311583 | val_loss: 0.0311671 | Time: 5303.25 ms
[2022-04-18 12:15:38 main:574] : INFO : Epoch 1544 | loss: 0.0311582 | val_loss: 0.031166 | Time: 5302.62 ms
[2022-04-18 12:15:43 main:574] : INFO : Epoch 1545 | loss: 0.0311614 | val_loss: 0.0311659 | Time: 5301.97 ms
[2022-04-18 12:15:49 main:574] : INFO : Epoch 1546 | loss: 0.0311599 | val_loss: 0.0311723 | Time: 5300.68 ms
[2022-04-18 12:15:54 main:574] : INFO : Epoch 1547 | loss: 0.0311605 | val_loss: 0.0311645 | Time: 5364 ms
[2022-04-18 12:15:59 main:574] : INFO : Epoch 1548 | loss: 0.0311588 | val_loss: 0.0311652 | Time: 5297.48 ms
[2022-04-18 12:16:05 main:574] : INFO : Epoch 1549 | loss: 0.03116 | val_loss: 0.0311668 | Time: 5309.56 ms
[2022-04-18 12:16:10 main:574] : INFO : Epoch 1550 | loss: 0.0311607 | val_loss: 0.0311684 | Time: 5301.6 ms
[2022-04-18 12:16:15 main:574] : INFO : Epoch 1551 | loss: 0.0311591 | val_loss: 0.0311645 | Time: 5312.87 ms
[2022-04-18 12:16:21 main:574] : INFO : Epoch 1552 | loss: 0.0311602 | val_loss: 0.0311721 | Time: 5299.69 ms
[2022-04-18 12:16:26 main:574] : INFO : Epoch 1553 | loss: 0.0311624 | val_loss: 0.0311649 | Time: 5303.69 ms
[2022-04-18 12:16:31 main:574] : INFO : Epoch 1554 | loss: 0.0311695 | val_loss: 0.0311639 | Time: 5290.52 ms
[2022-04-18 12:16:37 main:574] : INFO : Epoch 1555 | loss: 0.0311684 | val_loss: 0.0311672 | Time: 5302.81 ms
[2022-04-18 12:16:42 main:574] : INFO : Epoch 1556 | loss: 0.0311607 | val_loss: 0.0311698 | Time: 5304.78 ms
[2022-04-18 12:16:47 main:574] : INFO : Epoch 1557 | loss: 0.0311602 | val_loss: 0.0311661 | Time: 5308.24 ms
[2022-04-18 12:16:52 main:574] : INFO : Epoch 1558 | loss: 0.031158 | val_loss: 0.0311645 | Time: 5304.09 ms
[2022-04-18 12:16:58 main:574] : INFO : Epoch 1559 | loss: 0.0311577 | val_loss: 0.0311655 | Time: 5302.91 ms
[2022-04-18 12:17:03 main:574] : INFO : Epoch 1560 | loss: 0.0311615 | val_loss: 0.0311671 | Time: 5305.87 ms
[2022-04-18 12:17:08 main:574] : INFO : Epoch 1561 | loss: 0.0311588 | val_loss: 0.0311673 | Time: 5301.85 ms
[2022-04-18 12:17:14 main:574] : INFO : Epoch 1562 | loss: 0.0311568 | val_loss: 0.0311697 | Time: 5311.88 ms
[2022-04-18 12:17:19 main:574] : INFO : Epoch 1563 | loss: 0.0311573 | val_loss: 0.0311652 | Time: 5317.66 ms
[2022-04-18 12:17:24 main:574] : INFO : Epoch 1564 | loss: 0.0311556 | val_loss: 0.0311661 | Time: 5301.49 ms
[2022-04-18 12:17:30 main:574] : INFO : Epoch 1565 | loss: 0.0311596 | val_loss: 0.0311704 | Time: 5301.35 ms
[2022-04-18 12:17:35 main:574] : INFO : Epoch 1566 | loss: 0.0311553 | val_loss: 0.0311668 | Time: 5299.05 ms
[2022-04-18 12:17:40 main:574] : INFO : Epoch 1567 | loss: 0.0311566 | val_loss: 0.0311683 | Time: 5309.51 ms
[2022-04-18 12:17:46 main:574] : INFO : Epoch 1568 | loss: 0.0311559 | val_loss: 0.0311766 | Time: 5300.49 ms
[2022-04-18 12:17:51 main:574] : INFO : Epoch 1569 | loss: 0.0311604 | val_loss: 0.0311691 | Time: 5306.67 ms
[2022-04-18 12:17:56 main:574] : INFO : Epoch 1570 | loss: 0.0311577 | val_loss: 0.031166 | Time: 5311.6 ms
[2022-04-18 12:18:01 main:574] : INFO : Epoch 1571 | loss: 0.0311589 | val_loss: 0.0311689 | Time: 5305.64 ms
[2022-04-18 12:18:07 main:574] : INFO : Epoch 1572 | loss: 0.031158 | val_loss: 0.0311773 | Time: 5296.75 ms
[2022-04-18 12:18:12 main:574] : INFO : Epoch 1573 | loss: 0.0311604 | val_loss: 0.0311889 | Time: 5299.88 ms
[2022-04-18 12:18:17 main:574] : INFO : Epoch 1574 | loss: 0.0311613 | val_loss: 0.0311653 | Time: 5300.47 ms
[2022-04-18 12:18:23 main:574] : INFO : Epoch 1575 | loss: 0.0311552 | val_loss: 0.0311667 | Time: 5308.66 ms
[2022-04-18 12:18:28 main:574] : INFO : Epoch 1576 | loss: 0.0311561 | val_loss: 0.0311803 | Time: 5311.48 ms
[2022-04-18 12:18:33 main:574] : INFO : Epoch 1577 | loss: 0.0311592 | val_loss: 0.0311682 | Time: 5307.49 ms
[2022-04-18 12:18:39 main:574] : INFO : Epoch 1578 | loss: 0.0311554 | val_loss: 0.0311744 | Time: 5308.11 ms
[2022-04-18 12:18:44 main:574] : INFO : Epoch 1579 | loss: 0.0311575 | val_loss: 0.031164 | Time: 5299.12 ms
[2022-04-18 12:18:49 main:574] : INFO : Epoch 1580 | loss: 0.0311588 | val_loss: 0.0311645 | Time: 5304.1 ms
[2022-04-18 12:18:55 main:574] : INFO : Epoch 1581 | loss: 0.0311549 | val_loss: 0.0311642 | Time: 5303.29 ms
[2022-04-18 12:19:00 main:574] : INFO : Epoch 1582 | loss: 0.031155 | val_loss: 0.0311647 | Time: 5309.05 ms
[2022-04-18 12:19:05 main:574] : INFO : Epoch 1583 | loss: 0.0311544 | val_loss: 0.0311701 | Time: 5311.87 ms
[2022-04-18 12:19:10 main:574] : INFO : Epoch 1584 | loss: 0.0311545 | val_loss: 0.0311692 | Time: 5305.8 ms
[2022-04-18 12:19:16 main:574] : INFO : Epoch 1585 | loss: 0.0311563 | val_loss: 0.0311647 | Time: 5300.05 ms
[2022-04-18 12:19:21 main:574] : INFO : Epoch 1586 | loss: 0.0311546 | val_loss: 0.0311646 | Time: 5302.36 ms
[2022-04-18 12:19:26 main:574] : INFO : Epoch 1587 | loss: 0.031155 | val_loss: 0.0311646 | Time: 5293.95 ms
[2022-04-18 12:19:32 main:574] : INFO : Epoch 1588 | loss: 0.0311547 | val_loss: 0.0311649 | Time: 5306.09 ms
[2022-04-18 12:19:37 main:574] : INFO : Epoch 1589 | loss: 0.0311538 | val_loss: 0.0311654 | Time: 5300.59 ms
[2022-04-18 12:19:42 main:574] : INFO : Epoch 1590 | loss: 0.0311557 | val_loss: 0.0311731 | Time: 5312.41 ms
[2022-04-18 12:19:48 main:574] : INFO : Epoch 1591 | loss: 0.0311626 | val_loss: 0.0311648 | Time: 5308.86 ms
[2022-04-18 12:19:53 main:574] : INFO : Epoch 1592 | loss: 0.031155 | val_loss: 0.0311734 | Time: 5301.18 ms
[2022-04-18 12:19:58 main:574] : INFO : Epoch 1593 | loss: 0.0311594 | val_loss: 0.0311686 | Time: 5300.93 ms
[2022-04-18 12:20:04 main:574] : INFO : Epoch 1594 | loss: 0.0311556 | val_loss: 0.0311683 | Time: 5305.48 ms
[2022-04-18 12:20:09 main:574] : INFO : Epoch 1595 | loss: 0.0311567 | val_loss: 0.0311794 | Time: 5301.85 ms
[2022-04-18 12:20:14 main:574] : INFO : Epoch 1596 | loss: 0.0311592 | val_loss: 0.031171 | Time: 5298.82 ms
[2022-04-18 12:20:19 main:574] : INFO : Epoch 1597 | loss: 0.0311618 | val_loss: 0.0311893 | Time: 5307.19 ms
[2022-04-18 12:20:25 main:574] : INFO : Epoch 1598 | loss: 0.0311593 | val_loss: 0.0311649 | Time: 5311.62 ms
[2022-04-18 12:20:30 main:574] : INFO : Epoch 1599 | loss: 0.031156 | val_loss: 0.031167 | Time: 5305.32 ms
[2022-04-18 12:20:35 main:574] : INFO : Epoch 1600 | loss: 0.0311546 | val_loss: 0.0311626 | Time: 5302.97 ms
[2022-04-18 12:20:41 main:574] : INFO : Epoch 1601 | loss: 0.0311529 | val_loss: 0.0311644 | Time: 5296.69 ms
[2022-04-18 12:20:46 main:574] : INFO : Epoch 1602 | loss: 0.0311562 | val_loss: 0.0311647 | Time: 5310.78 ms
[2022-04-18 12:20:51 main:574] : INFO : Epoch 1603 | loss: 0.0311604 | val_loss: 0.0311648 | Time: 5299.62 ms
[2022-04-18 12:20:57 main:574] : INFO : Epoch 1604 | loss: 0.031162 | val_loss: 0.0311647 | Time: 5308.29 ms
[2022-04-18 12:21:02 main:574] : INFO : Epoch 1605 | loss: 0.0311569 | val_loss: 0.0311644 | Time: 5308.8 ms
[2022-04-18 12:21:07 main:574] : INFO : Epoch 1606 | loss: 0.0311542 | val_loss: 0.0311658 | Time: 5301.27 ms
[2022-04-18 12:21:13 main:574] : INFO : Epoch 1607 | loss: 0.0311541 | val_loss: 0.0311673 | Time: 5304.91 ms
[2022-04-18 12:21:18 main:574] : INFO : Epoch 1608 | loss: 0.0311529 | val_loss: 0.0311657 | Time: 5302.17 ms
[2022-04-18 12:21:23 main:574] : INFO : Epoch 1609 | loss: 0.0311564 | val_loss: 0.0311688 | Time: 5307.9 ms
[2022-04-18 12:21:29 main:574] : INFO : Epoch 1610 | loss: 0.0311558 | val_loss: 0.0311684 | Time: 5309.17 ms
[2022-04-18 12:21:34 main:574] : INFO : Epoch 1611 | loss: 0.0311555 | val_loss: 0.0311658 | Time: 5305.64 ms
[2022-04-18 12:21:39 main:574] : INFO : Epoch 1612 | loss: 0.0311561 | val_loss: 0.0311665 | Time: 5310.89 ms
[2022-04-18 12:21:44 main:574] : INFO : Epoch 1613 | loss: 0.0311551 | val_loss: 0.0311645 | Time: 5304.91 ms
[2022-04-18 12:21:50 main:574] : INFO : Epoch 1614 | loss: 0.031152 | val_loss: 0.0311637 | Time: 5302.08 ms
[2022-04-18 12:21:55 main:574] : INFO : Epoch 1615 | loss: 0.0311541 | val_loss: 0.0311634 | Time: 5298.57 ms
[2022-04-18 12:22:00 main:574] : INFO : Epoch 1616 | loss: 0.0311517 | val_loss: 0.0311692 | Time: 5306.34 ms
[2022-04-18 12:22:06 main:574] : INFO : Epoch 1617 | loss: 0.0311526 | val_loss: 0.0311677 | Time: 5303.54 ms
[2022-04-18 12:22:11 main:574] : INFO : Epoch 1618 | loss: 0.031152 | val_loss: 0.0311638 | Time: 5307.54 ms
[2022-04-18 12:22:16 main:574] : INFO : Epoch 1619 | loss: 0.0311515 | val_loss: 0.0311641 | Time: 5310.04 ms
[2022-04-18 12:22:22 main:574] : INFO : Epoch 1620 | loss: 0.031156 | val_loss: 0.0311691 | Time: 5300.27 ms
[2022-04-18 12:22:27 main:574] : INFO : Epoch 1621 | loss: 0.0311544 | val_loss: 0.0311631 | Time: 5307.03 ms
[2022-04-18 12:22:32 main:574] : INFO : Epoch 1622 | loss: 0.0311542 | val_loss: 0.0311608 | Time: 5300.88 ms
[2022-04-18 12:22:38 main:574] : INFO : Epoch 1623 | loss: 0.0311575 | val_loss: 0.0311611 | Time: 5308.48 ms
[2022-04-18 12:22:43 main:574] : INFO : Epoch 1624 | loss: 0.0311543 | val_loss: 0.0311639 | Time: 5303.23 ms
[2022-04-18 12:22:48 main:574] : INFO : Epoch 1625 | loss: 0.0311517 | val_loss: 0.0311631 | Time: 5310.05 ms
[2022-04-18 12:22:53 main:574] : INFO : Epoch 1626 | loss: 0.0311524 | val_loss: 0.0311686 | Time: 5304.83 ms
[2022-04-18 12:22:59 main:574] : INFO : Epoch 1627 | loss: 0.0311599 | val_loss: 0.0311612 | Time: 5302.46 ms
[2022-04-18 12:23:04 main:574] : INFO : Epoch 1628 | loss: 0.0311618 | val_loss: 0.0311619 | Time: 5301.97 ms
[2022-04-18 12:23:09 main:574] : INFO : Epoch 1629 | loss: 0.0311623 | val_loss: 0.0311591 | Time: 5299.95 ms
[2022-04-18 12:23:15 main:574] : INFO : Epoch 1630 | loss: 0.0311568 | val_loss: 0.0311595 | Time: 5305.6 ms
[2022-04-18 12:23:20 main:574] : INFO : Epoch 1631 | loss: 0.0311536 | val_loss: 0.0311602 | Time: 5300.8 ms
[2022-04-18 12:23:25 main:574] : INFO : Epoch 1632 | loss: 0.0311523 | val_loss: 0.0311635 | Time: 5312.75 ms
[2022-04-18 12:23:31 main:574] : INFO : Epoch 1633 | loss: 0.0311539 | val_loss: 0.031171 | Time: 5313.08 ms
[2022-04-18 12:23:36 main:574] : INFO : Epoch 1634 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 5298.05 ms
[2022-04-18 12:23:41 main:574] : INFO : Epoch 1635 | loss: 0.0311552 | val_loss: 0.0311607 | Time: 5298.23 ms
[2022-04-18 12:23:47 main:574] : INFO : Epoch 1636 | loss: 0.0311537 | val_loss: 0.0311679 | Time: 5299.8 ms
[2022-04-18 12:23:52 main:574] : INFO : Epoch 1637 | loss: 0.0311575 | val_loss: 0.031182 | Time: 5305.14 ms
[2022-04-18 12:23:57 main:574] : INFO : Epoch 1638 | loss: 0.0311588 | val_loss: 0.0311608 | Time: 5302.46 ms
[2022-04-18 12:24:02 main:574] : INFO : Epoch 1639 | loss: 0.0311541 | val_loss: 0.0311611 | Time: 5304.58 ms
[2022-04-18 12:24:08 main:574] : INFO : Epoch 1640 | loss: 0.0311596 | val_loss: 0.0311648 | Time: 5305.64 ms
[2022-04-18 12:24:13 main:574] : INFO : Epoch 1641 | loss: 0.0311609 | val_loss: 0.0311664 | Time: 5302.78 ms
[2022-04-18 12:24:18 main:574] : INFO : Epoch 1642 | loss: 0.0311549 | val_loss: 0.0311648 | Time: 5311.8 ms
[2022-04-18 12:24:24 main:574] : INFO : Epoch 1643 | loss: 0.0311575 | val_loss: 0.0311688 | Time: 5299.3 ms
[2022-04-18 12:24:29 main:574] : INFO : Epoch 1644 | loss: 0.0311549 | val_loss: 0.0311659 | Time: 5304.55 ms
[2022-04-18 12:24:34 main:574] : INFO : Epoch 1645 | loss: 0.0311555 | val_loss: 0.0311637 | Time: 5304.74 ms
[2022-04-18 12:24:40 main:574] : INFO : Epoch 1646 | loss: 0.0311524 | val_loss: 0.0311612 | Time: 5307.34 ms
[2022-04-18 12:24:45 main:574] : INFO : Epoch 1647 | loss: 0.0311512 | val_loss: 0.0311634 | Time: 5303.97 ms
[2022-04-18 12:24:50 main:574] : INFO : Epoch 1648 | loss: 0.031153 | val_loss: 0.0311615 | Time: 5302.45 ms
[2022-04-18 12:24:56 main:574] : INFO : Epoch 1649 | loss: 0.0311513 | val_loss: 0.0311626 | Time: 5301.59 ms
[2022-04-18 12:25:01 main:574] : INFO : Epoch 1650 | loss: 0.0311503 | val_loss: 0.0311612 | Time: 5304.14 ms
[2022-04-18 12:25:06 main:574] : INFO : Epoch 1651 | loss: 0.0311557 | val_loss: 0.0311715 | Time: 5304.87 ms
[2022-04-18 12:25:11 main:574] : INFO : Epoch 1652 | loss: 0.0311609 | val_loss: 0.0311696 | Time: 5310.79 ms
[2022-04-18 12:25:17 main:574] : INFO : Epoch 1653 | loss: 0.0311576 | val_loss: 0.0311617 | Time: 5305.44 ms
[2022-04-18 12:25:22 main:574] : INFO : Epoch 1654 | loss: 0.0311532 | val_loss: 0.0311637 | Time: 5307.37 ms
[2022-04-18 12:25:27 main:574] : INFO : Epoch 1655 | loss: 0.0311554 | val_loss: 0.0311748 | Time: 5308.58 ms
[2022-04-18 12:25:33 main:574] : INFO : Epoch 1656 | loss: 0.0311554 | val_loss: 0.0311612 | Time: 5307.4 ms
[2022-04-18 12:25:38 main:574] : INFO : Epoch 1657 | loss: 0.0311521 | val_loss: 0.0311615 | Time: 5305.22 ms
[2022-04-18 12:25:43 main:574] : INFO : Epoch 1658 | loss: 0.0311596 | val_loss: 0.03116 | Time: 5307.07 ms
[2022-04-18 12:25:49 main:574] : INFO : Epoch 1659 | loss: 0.0311569 | val_loss: 0.0311596 | Time: 5302.34 ms
[2022-04-18 12:25:54 main:574] : INFO : Epoch 1660 | loss: 0.0311507 | val_loss: 0.031162 | Time: 5312.33 ms
[2022-04-18 12:25:59 main:574] : INFO : Epoch 1661 | loss: 0.0311502 | val_loss: 0.0311607 | Time: 5308.89 ms
[2022-04-18 12:26:05 main:574] : INFO : Epoch 1662 | loss: 0.0311525 | val_loss: 0.0311809 | Time: 5298.78 ms
[2022-04-18 12:26:10 main:574] : INFO : Epoch 1663 | loss: 0.0311519 | val_loss: 0.0311625 | Time: 5311.07 ms
[2022-04-18 12:26:15 main:574] : INFO : Epoch 1664 | loss: 0.0311481 | val_loss: 0.0311599 | Time: 5302.36 ms
[2022-04-18 12:26:21 main:574] : INFO : Epoch 1665 | loss: 0.0311474 | val_loss: 0.0311635 | Time: 5303.45 ms
[2022-04-18 12:26:26 main:574] : INFO : Epoch 1666 | loss: 0.0311567 | val_loss: 0.0311631 | Time: 5303.21 ms
[2022-04-18 12:26:31 main:574] : INFO : Epoch 1667 | loss: 0.0311648 | val_loss: 0.0311696 | Time: 5310.63 ms
[2022-04-18 12:26:36 main:574] : INFO : Epoch 1668 | loss: 0.0311535 | val_loss: 0.0311622 | Time: 5301.62 ms
[2022-04-18 12:26:42 main:574] : INFO : Epoch 1669 | loss: 0.0311495 | val_loss: 0.0311594 | Time: 5306.25 ms
[2022-04-18 12:26:47 main:574] : INFO : Epoch 1670 | loss: 0.0311487 | val_loss: 0.0311599 | Time: 5304.05 ms
[2022-04-18 12:26:52 main:574] : INFO : Epoch 1671 | loss: 0.0311464 | val_loss: 0.0311605 | Time: 5301.88 ms
[2022-04-18 12:26:58 main:574] : INFO : Epoch 1672 | loss: 0.0311461 | val_loss: 0.0311599 | Time: 5307.15 ms
[2022-04-18 12:27:03 main:574] : INFO : Epoch 1673 | loss: 0.0311458 | val_loss: 0.0311613 | Time: 5304.33 ms
[2022-04-18 12:27:08 main:574] : INFO : Epoch 1674 | loss: 0.0311483 | val_loss: 0.0311604 | Time: 5314.89 ms
[2022-04-18 12:27:14 main:574] : INFO : Epoch 1675 | loss: 0.0311516 | val_loss: 0.0311593 | Time: 5305.8 ms
[2022-04-18 12:27:19 main:574] : INFO : Epoch 1676 | loss: 0.0311466 | val_loss: 0.0311625 | Time: 5304.62 ms
[2022-04-18 12:27:24 main:574] : INFO : Epoch 1677 | loss: 0.0311504 | val_loss: 0.0311632 | Time: 5307.74 ms
[2022-04-18 12:27:30 main:574] : INFO : Epoch 1678 | loss: 0.031148 | val_loss: 0.0311618 | Time: 5304.15 ms
[2022-04-18 12:27:35 main:574] : INFO : Epoch 1679 | loss: 0.0311493 | val_loss: 0.0311731 | Time: 5304.52 ms
[2022-04-18 12:27:40 main:574] : INFO : Epoch 1680 | loss: 0.0311492 | val_loss: 0.0311626 | Time: 5301.49 ms
[2022-04-18 12:27:45 main:574] : INFO : Epoch 1681 | loss: 0.0311519 | val_loss: 0.0311649 | Time: 5311.75 ms
[2022-04-18 12:27:51 main:574] : INFO : Epoch 1682 | loss: 0.0311494 | val_loss: 0.0311608 | Time: 5312.59 ms
[2022-04-18 12:27:56 main:574] : INFO : Epoch 1683 | loss: 0.0311466 | val_loss: 0.0311609 | Time: 5308.87 ms
[2022-04-18 12:28:01 main:574] : INFO : Epoch 1684 | loss: 0.0311453 | val_loss: 0.0311602 | Time: 5303.8 ms
[2022-04-18 12:28:07 main:574] : INFO : Epoch 1685 | loss: 0.0311438 | val_loss: 0.0311613 | Time: 5302.68 ms
[2022-04-18 12:28:12 main:574] : INFO : Epoch 1686 | loss: 0.0311459 | val_loss: 0.0311622 | Time: 5301.68 ms
[2022-04-18 12:28:17 main:574] : INFO : Epoch 1687 | loss: 0.0311445 | val_loss: 0.0311622 | Time: 5309.67 ms
[2022-04-18 12:28:23 main:574] : INFO : Epoch 1688 | loss: 0.0311443 | val_loss: 0.031165 | Time: 5304.62 ms
[2022-04-18 12:28:28 main:574] : INFO : Epoch 1689 | loss: 0.0311457 | val_loss: 0.0311667 | Time: 5303.73 ms
[2022-04-18 12:28:33 main:574] : INFO : Epoch 1690 | loss: 0.0311525 | val_loss: 0.0311603 | Time: 5303.27 ms
[2022-04-18 12:28:39 main:574] : INFO : Epoch 1691 | loss: 0.0311573 | val_loss: 0.0311637 | Time: 5305.13 ms
[2022-04-18 12:28:44 main:574] : INFO : Epoch 1692 | loss: 0.0311562 | val_loss: 0.0311642 | Time: 5303.45 ms
[2022-04-18 12:28:49 main:574] : INFO : Epoch 1693 | loss: 0.0311529 | val_loss: 0.0311638 | Time: 5302.65 ms
[2022-04-18 12:28:55 main:574] : INFO : Epoch 1694 | loss: 0.0311584 | val_loss: 0.0311671 | Time: 5304.78 ms
[2022-04-18 12:29:00 main:574] : INFO : Epoch 1695 | loss: 0.0311511 | val_loss: 0.0311682 | Time: 5315.83 ms
[2022-04-18 12:29:05 main:574] : INFO : Epoch 1696 | loss: 0.0311477 | val_loss: 0.0311605 | Time: 5306.35 ms
[2022-04-18 12:29:10 main:574] : INFO : Epoch 1697 | loss: 0.0311481 | val_loss: 0.0311592 | Time: 5300.31 ms
[2022-04-18 12:29:16 main:574] : INFO : Epoch 1698 | loss: 0.031145 | val_loss: 0.0311621 | Time: 5308.57 ms
[2022-04-18 12:29:21 main:574] : INFO : Epoch 1699 | loss: 0.0311523 | val_loss: 0.0311729 | Time: 5302.24 ms
[2022-04-18 12:29:26 main:574] : INFO : Epoch 1700 | loss: 0.0311548 | val_loss: 0.0311675 | Time: 5300.03 ms
[2022-04-18 12:29:32 main:574] : INFO : Epoch 1701 | loss: 0.0311556 | val_loss: 0.0311602 | Time: 5307.87 ms
[2022-04-18 12:29:37 main:574] : INFO : Epoch 1702 | loss: 0.0311503 | val_loss: 0.0311603 | Time: 5308.54 ms
[2022-04-18 12:29:42 main:574] : INFO : Epoch 1703 | loss: 0.0311478 | val_loss: 0.0311672 | Time: 5301.05 ms
[2022-04-18 12:29:48 main:574] : INFO : Epoch 1704 | loss: 0.0311504 | val_loss: 0.0311598 | Time: 5303.27 ms
[2022-04-18 12:29:53 main:574] : INFO : Epoch 1705 | loss: 0.0311458 | val_loss: 0.0311583 | Time: 5304.36 ms
[2022-04-18 12:29:58 main:574] : INFO : Epoch 1706 | loss: 0.0311436 | val_loss: 0.0311645 | Time: 5302.87 ms
[2022-04-18 12:30:04 main:574] : INFO : Epoch 1707 | loss: 0.0311449 | val_loss: 0.031162 | Time: 5305.86 ms
[2022-04-18 12:30:09 main:574] : INFO : Epoch 1708 | loss: 0.0311475 | val_loss: 0.0311577 | Time: 5299.67 ms
[2022-04-18 12:30:14 main:574] : INFO : Epoch 1709 | loss: 0.0311448 | val_loss: 0.0311587 | Time: 5305.85 ms
[2022-04-18 12:30:19 main:574] : INFO : Epoch 1710 | loss: 0.0311431 | val_loss: 0.0311601 | Time: 5309.24 ms
[2022-04-18 12:30:25 main:574] : INFO : Epoch 1711 | loss: 0.0311457 | val_loss: 0.0311683 | Time: 5298.07 ms
[2022-04-18 12:30:30 main:574] : INFO : Epoch 1712 | loss: 0.0311439 | val_loss: 0.0311694 | Time: 5298.83 ms
[2022-04-18 12:30:35 main:574] : INFO : Epoch 1713 | loss: 0.0311451 | val_loss: 0.0311615 | Time: 5303.94 ms
[2022-04-18 12:30:41 main:574] : INFO : Epoch 1714 | loss: 0.0311433 | val_loss: 0.0311634 | Time: 5303.4 ms
[2022-04-18 12:30:46 main:574] : INFO : Epoch 1715 | loss: 0.0311437 | val_loss: 0.0311795 | Time: 5313.81 ms
[2022-04-18 12:30:51 main:574] : INFO : Epoch 1716 | loss: 0.031151 | val_loss: 0.0311672 | Time: 5307.95 ms
[2022-04-18 12:30:57 main:574] : INFO : Epoch 1717 | loss: 0.0311449 | val_loss: 0.0311761 | Time: 5309.31 ms
[2022-04-18 12:31:02 main:574] : INFO : Epoch 1718 | loss: 0.0311498 | val_loss: 0.0311748 | Time: 5308.97 ms
[2022-04-18 12:31:07 main:574] : INFO : Epoch 1719 | loss: 0.0311516 | val_loss: 0.0311733 | Time: 5299.16 ms
[2022-04-18 12:31:13 main:574] : INFO : Epoch 1720 | loss: 0.0311458 | val_loss: 0.031168 | Time: 5297.5 ms
[2022-04-18 12:31:18 main:574] : INFO : Epoch 1721 | loss: 0.0311434 | val_loss: 0.0311606 | Time: 5306.04 ms
[2022-04-18 12:31:23 main:574] : INFO : Epoch 1722 | loss: 0.0311438 | val_loss: 0.0311621 | Time: 5304.76 ms
[2022-04-18 12:31:28 main:574] : INFO : Epoch 1723 | loss: 0.0311419 | val_loss: 0.0311644 | Time: 5310.79 ms
[2022-04-18 12:31:34 main:574] : INFO : Epoch 1724 | loss: 0.0311442 | val_loss: 0.0311781 | Time: 5299.02 ms
[2022-04-18 12:31:39 main:574] : INFO : Epoch 1725 | loss: 0.0311473 | val_loss: 0.0311611 | Time: 5305.55 ms
[2022-04-18 12:31:44 main:574] : INFO : Epoch 1726 | loss: 0.0311412 | val_loss: 0.0311621 | Time: 5306.42 ms
[2022-04-18 12:31:50 main:574] : INFO : Epoch 1727 | loss: 0.0311407 | val_loss: 0.0311754 | Time: 5303.71 ms
[2022-04-18 12:31:55 main:574] : INFO : Epoch 1728 | loss: 0.0311417 | val_loss: 0.0311685 | Time: 5310.04 ms
[2022-04-18 12:32:00 main:574] : INFO : Epoch 1729 | loss: 0.0311456 | val_loss: 0.031163 | Time: 5307 ms
[2022-04-18 12:32:06 main:574] : INFO : Epoch 1730 | loss: 0.0311416 | val_loss: 0.0311615 | Time: 5314.28 ms
[2022-04-18 12:32:11 main:574] : INFO : Epoch 1731 | loss: 0.0311452 | val_loss: 0.0311631 | Time: 5303.57 ms
[2022-04-18 12:32:16 main:574] : INFO : Epoch 1732 | loss: 0.0311402 | val_loss: 0.0311654 | Time: 5299.73 ms
[2022-04-18 12:32:22 main:574] : INFO : Epoch 1733 | loss: 0.0311371 | val_loss: 0.0311629 | Time: 5302.87 ms
[2022-04-18 12:32:27 main:574] : INFO : Epoch 1734 | loss: 0.0311409 | val_loss: 0.0311662 | Time: 5299.5 ms
[2022-04-18 12:32:32 main:574] : INFO : Epoch 1735 | loss: 0.0311397 | val_loss: 0.031166 | Time: 5306.42 ms
[2022-04-18 12:32:37 main:574] : INFO : Epoch 1736 | loss: 0.0311391 | val_loss: 0.0311641 | Time: 5305.63 ms
[2022-04-18 12:32:43 main:574] : INFO : Epoch 1737 | loss: 0.031145 | val_loss: 0.0311701 | Time: 5309.22 ms
[2022-04-18 12:32:48 main:574] : INFO : Epoch 1738 | loss: 0.0311551 | val_loss: 0.0311602 | Time: 5304.43 ms
[2022-04-18 12:32:53 main:574] : INFO : Epoch 1739 | loss: 0.0311472 | val_loss: 0.0311641 | Time: 5302.1 ms
[2022-04-18 12:32:59 main:574] : INFO : Epoch 1740 | loss: 0.0311523 | val_loss: 0.0311601 | Time: 5300.57 ms
[2022-04-18 12:33:04 main:574] : INFO : Epoch 1741 | loss: 0.0311493 | val_loss: 0.0311653 | Time: 5307.61 ms
[2022-04-18 12:33:09 main:574] : INFO : Epoch 1742 | loss: 0.0311435 | val_loss: 0.0311718 | Time: 5300.82 ms
[2022-04-18 12:33:15 main:574] : INFO : Epoch 1743 | loss: 0.0311411 | val_loss: 0.0311618 | Time: 5307.29 ms
[2022-04-18 12:33:20 main:574] : INFO : Epoch 1744 | loss: 0.0311402 | val_loss: 0.0311671 | Time: 5312.01 ms
[2022-04-18 12:33:25 main:574] : INFO : Epoch 1745 | loss: 0.0311403 | val_loss: 0.0311633 | Time: 5305.27 ms
[2022-04-18 12:33:31 main:574] : INFO : Epoch 1746 | loss: 0.0311408 | val_loss: 0.0311635 | Time: 5302.15 ms
[2022-04-18 12:33:36 main:574] : INFO : Epoch 1747 | loss: 0.0311416 | val_loss: 0.0311675 | Time: 5297.92 ms
[2022-04-18 12:33:41 main:574] : INFO : Epoch 1748 | loss: 0.0311426 | val_loss: 0.0311768 | Time: 5305.43 ms
[2022-04-18 12:33:47 main:574] : INFO : Epoch 1749 | loss: 0.0311486 | val_loss: 0.0311746 | Time: 5306.71 ms
[2022-04-18 12:33:52 main:574] : INFO : Epoch 1750 | loss: 0.0311406 | val_loss: 0.0311754 | Time: 5307.08 ms
[2022-04-18 12:33:57 main:574] : INFO : Epoch 1751 | loss: 0.0311461 | val_loss: 0.0311636 | Time: 5308.61 ms
[2022-04-18 12:34:02 main:574] : INFO : Epoch 1752 | loss: 0.0311452 | val_loss: 0.0311694 | Time: 5315.12 ms
[2022-04-18 12:34:08 main:574] : INFO : Epoch 1753 | loss: 0.0311412 | val_loss: 0.0311649 | Time: 5301.81 ms
[2022-04-18 12:34:13 main:574] : INFO : Epoch 1754 | loss: 0.031138 | val_loss: 0.031168 | Time: 5302.48 ms
[2022-04-18 12:34:18 main:574] : INFO : Epoch 1755 | loss: 0.0311457 | val_loss: 0.0311656 | Time: 5302.66 ms
[2022-04-18 12:34:24 main:574] : INFO : Epoch 1756 | loss: 0.0311426 | val_loss: 0.0311687 | Time: 5306.66 ms
[2022-04-18 12:34:29 main:574] : INFO : Epoch 1757 | loss: 0.0311471 | val_loss: 0.0311643 | Time: 5304.19 ms
[2022-04-18 12:34:34 main:574] : INFO : Epoch 1758 | loss: 0.0311396 | val_loss: 0.0311681 | Time: 5307.82 ms
[2022-04-18 12:34:40 main:574] : INFO : Epoch 1759 | loss: 0.0311382 | val_loss: 0.031164 | Time: 5303.66 ms
[2022-04-18 12:34:45 main:574] : INFO : Epoch 1760 | loss: 0.031142 | val_loss: 0.0311799 | Time: 5301.66 ms
[2022-04-18 12:34:50 main:574] : INFO : Epoch 1761 | loss: 0.0311494 | val_loss: 0.0311625 | Time: 5301.44 ms
[2022-04-18 12:34:56 main:574] : INFO : Epoch 1762 | loss: 0.0311427 | val_loss: 0.0311613 | Time: 5307.9 ms
[2022-04-18 12:35:01 main:574] : INFO : Epoch 1763 | loss: 0.0311423 | val_loss: 0.0311735 | Time: 5308.21 ms
[2022-04-18 12:35:06 main:574] : INFO : Epoch 1764 | loss: 0.0311412 | val_loss: 0.0311709 | Time: 5301.13 ms
[2022-04-18 12:35:11 main:574] : INFO : Epoch 1765 | loss: 0.0311392 | val_loss: 0.0311733 | Time: 5308.99 ms
[2022-04-18 12:35:17 main:574] : INFO : Epoch 1766 | loss: 0.0311426 | val_loss: 0.0311618 | Time: 5302.15 ms
[2022-04-18 12:35:22 main:574] : INFO : Epoch 1767 | loss: 0.0311434 | val_loss: 0.0311769 | Time: 5303.16 ms
[2022-04-18 12:35:27 main:574] : INFO : Epoch 1768 | loss: 0.0311474 | val_loss: 0.0311611 | Time: 5301.94 ms
[2022-04-18 12:35:33 main:574] : INFO : Epoch 1769 | loss: 0.0311382 | val_loss: 0.0311743 | Time: 5300.3 ms
[2022-04-18 12:35:38 main:574] : INFO : Epoch 1770 | loss: 0.0311481 | val_loss: 0.0311582 | Time: 5306 ms
[2022-04-18 12:35:43 main:574] : INFO : Epoch 1771 | loss: 0.0311473 | val_loss: 0.031189 | Time: 5305.63 ms
[2022-04-18 12:35:49 main:574] : INFO : Epoch 1772 | loss: 0.0311533 | val_loss: 0.031167 | Time: 5308.03 ms
[2022-04-18 12:35:54 main:574] : INFO : Epoch 1773 | loss: 0.0311432 | val_loss: 0.0311607 | Time: 5305.37 ms
[2022-04-18 12:35:59 main:574] : INFO : Epoch 1774 | loss: 0.0311376 | val_loss: 0.031165 | Time: 5300.31 ms
[2022-04-18 12:36:05 main:574] : INFO : Epoch 1775 | loss: 0.0311367 | val_loss: 0.0311651 | Time: 5309 ms
[2022-04-18 12:36:10 main:574] : INFO : Epoch 1776 | loss: 0.0311461 | val_loss: 0.0311579 | Time: 5296.7 ms
[2022-04-18 12:36:15 main:574] : INFO : Epoch 1777 | loss: 0.0311505 | val_loss: 0.0311602 | Time: 5305.93 ms
[2022-04-18 12:36:20 main:574] : INFO : Epoch 1778 | loss: 0.0311442 | val_loss: 0.0311594 | Time: 5311.35 ms
[2022-04-18 12:36:26 main:574] : INFO : Epoch 1779 | loss: 0.0311427 | val_loss: 0.0311639 | Time: 5314.15 ms
[2022-04-18 12:36:31 main:574] : INFO : Epoch 1780 | loss: 0.0311377 | val_loss: 0.0311625 | Time: 5312.4 ms
[2022-04-18 12:36:36 main:574] : INFO : Epoch 1781 | loss: 0.0311464 | val_loss: 0.0311608 | Time: 5301.71 ms
[2022-04-18 12:36:42 main:574] : INFO : Epoch 1782 | loss: 0.0311428 | val_loss: 0.0311763 | Time: 5303.19 ms
[2022-04-18 12:36:47 main:574] : INFO : Epoch 1783 | loss: 0.0311419 | val_loss: 0.0311642 | Time: 5301.31 ms
[2022-04-18 12:36:52 main:574] : INFO : Epoch 1784 | loss: 0.0311467 | val_loss: 0.0311596 | Time: 5308.73 ms
[2022-04-18 12:36:58 main:574] : INFO : Epoch 1785 | loss: 0.0311383 | val_loss: 0.0311634 | Time: 5310.85 ms
[2022-04-18 12:37:03 main:574] : INFO : Epoch 1786 | loss: 0.031139 | val_loss: 0.0311661 | Time: 5307.42 ms
[2022-04-18 12:37:08 main:574] : INFO : Epoch 1787 | loss: 0.0311435 | val_loss: 0.0311673 | Time: 5307.42 ms
[2022-04-18 12:37:14 main:574] : INFO : Epoch 1788 | loss: 0.0311368 | val_loss: 0.0311682 | Time: 5290.49 ms
[2022-04-18 12:37:19 main:574] : INFO : Epoch 1789 | loss: 0.0311414 | val_loss: 0.0311646 | Time: 5302.56 ms
[2022-04-18 12:37:24 main:574] : INFO : Epoch 1790 | loss: 0.031142 | val_loss: 0.0311644 | Time: 5298.06 ms
[2022-04-18 12:37:30 main:574] : INFO : Epoch 1791 | loss: 0.0311454 | val_loss: 0.0311671 | Time: 5306.72 ms
[2022-04-18 12:37:35 main:574] : INFO : Epoch 1792 | loss: 0.0311404 | val_loss: 0.031161 | Time: 5307.83 ms
[2022-04-18 12:37:40 main:574] : INFO : Epoch 1793 | loss: 0.0311391 | val_loss: 0.031163 | Time: 5302.48 ms
[2022-04-18 12:37:45 main:574] : INFO : Epoch 1794 | loss: 0.0311354 | val_loss: 0.0311627 | Time: 5311.52 ms
[2022-04-18 12:37:51 main:574] : INFO : Epoch 1795 | loss: 0.0311404 | val_loss: 0.0311642 | Time: 5310.12 ms
[2022-04-18 12:37:56 main:574] : INFO : Epoch 1796 | loss: 0.0311367 | val_loss: 0.031162 | Time: 5297.17 ms
[2022-04-18 12:38:01 main:574] : INFO : Epoch 1797 | loss: 0.0311384 | val_loss: 0.0311699 | Time: 5303.22 ms
[2022-04-18 12:38:07 main:574] : INFO : Epoch 1798 | loss: 0.0311387 | val_loss: 0.0311829 | Time: 5311.97 ms
[2022-04-18 12:38:12 main:574] : INFO : Epoch 1799 | loss: 0.0311392 | val_loss: 0.0311675 | Time: 5305.7 ms
[2022-04-18 12:38:17 main:574] : INFO : Epoch 1800 | loss: 0.0311381 | val_loss: 0.0311656 | Time: 5307.53 ms
[2022-04-18 12:38:23 main:574] : INFO : Epoch 1801 | loss: 0.0311379 | val_loss: 0.031173 | Time: 5308.73 ms
[2022-04-18 12:38:28 main:574] : INFO : Epoch 1802 | loss: 0.031138 | val_loss: 0.0311742 | Time: 5300.67 ms
[2022-04-18 12:38:33 main:574] : INFO : Epoch 1803 | loss: 0.0311414 | val_loss: 0.0311601 | Time: 5305.77 ms
[2022-04-18 12:38:39 main:574] : INFO : Epoch 1804 | loss: 0.0311337 | val_loss: 0.0311722 | Time: 5303.38 ms
[2022-04-18 12:38:44 main:574] : INFO : Epoch 1805 | loss: 0.0311351 | val_loss: 0.0311642 | Time: 5307.41 ms
[2022-04-18 12:38:49 main:574] : INFO : Epoch 1806 | loss: 0.031137 | val_loss: 0.0311645 | Time: 5303.17 ms
[2022-04-18 12:38:54 main:574] : INFO : Epoch 1807 | loss: 0.0311434 | val_loss: 0.0311611 | Time: 5305.4 ms
[2022-04-18 12:39:00 main:574] : INFO : Epoch 1808 | loss: 0.0311444 | val_loss: 0.0311579 | Time: 5303.73 ms
[2022-04-18 12:39:05 main:574] : INFO : Epoch 1809 | loss: 0.0311488 | val_loss: 0.0311597 | Time: 5313.23 ms
[2022-04-18 12:39:10 main:574] : INFO : Epoch 1810 | loss: 0.0311479 | val_loss: 0.0311615 | Time: 5306 ms
[2022-04-18 12:39:16 main:574] : INFO : Epoch 1811 | loss: 0.0311469 | val_loss: 0.031161 | Time: 5304.79 ms
[2022-04-18 12:39:21 main:574] : INFO : Epoch 1812 | loss: 0.0311431 | val_loss: 0.031158 | Time: 5306.46 ms
[2022-04-18 12:39:26 main:574] : INFO : Epoch 1813 | loss: 0.031145 | val_loss: 0.0311731 | Time: 5303.53 ms
[2022-04-18 12:39:32 main:574] : INFO : Epoch 1814 | loss: 0.0311495 | val_loss: 0.0311594 | Time: 5306.97 ms
[2022-04-18 12:39:37 main:574] : INFO : Epoch 1815 | loss: 0.0311398 | val_loss: 0.0311572 | Time: 5310.35 ms
[2022-04-18 12:39:42 main:574] : INFO : Epoch 1816 | loss: 0.0311408 | val_loss: 0.0311596 | Time: 5300.72 ms
[2022-04-18 12:39:48 main:574] : INFO : Epoch 1817 | loss: 0.0311383 | val_loss: 0.0311631 | Time: 5302.38 ms
[2022-04-18 12:39:53 main:574] : INFO : Epoch 1818 | loss: 0.0311388 | val_loss: 0.0311623 | Time: 5299.23 ms
[2022-04-18 12:39:58 main:574] : INFO : Epoch 1819 | loss: 0.0311413 | val_loss: 0.0311608 | Time: 5308.29 ms
[2022-04-18 12:40:03 main:574] : INFO : Epoch 1820 | loss: 0.0311397 | val_loss: 0.0311594 | Time: 5301.69 ms
[2022-04-18 12:40:09 main:574] : INFO : Epoch 1821 | loss: 0.0311441 | val_loss: 0.0311584 | Time: 5304.23 ms
[2022-04-18 12:40:14 main:574] : INFO : Epoch 1822 | loss: 0.0311417 | val_loss: 0.0311564 | Time: 5318.03 ms
[2022-04-18 12:40:19 main:574] : INFO : Epoch 1823 | loss: 0.0311394 | val_loss: 0.0311596 | Time: 5306.99 ms
[2022-04-18 12:40:25 main:574] : INFO : Epoch 1824 | loss: 0.0311433 | val_loss: 0.0311684 | Time: 5303.7 ms
[2022-04-18 12:40:30 main:574] : INFO : Epoch 1825 | loss: 0.0311631 | val_loss: 0.0311789 | Time: 5302.52 ms
[2022-04-18 12:40:35 main:574] : INFO : Epoch 1826 | loss: 0.0311667 | val_loss: 0.0311711 | Time: 5308.6 ms
[2022-04-18 12:40:41 main:574] : INFO : Epoch 1827 | loss: 0.0311649 | val_loss: 0.0311667 | Time: 5302.76 ms
[2022-04-18 12:40:46 main:574] : INFO : Epoch 1828 | loss: 0.031161 | val_loss: 0.0311625 | Time: 5307.97 ms
[2022-04-18 12:40:51 main:574] : INFO : Epoch 1829 | loss: 0.0311544 | val_loss: 0.0311605 | Time: 5306.73 ms
[2022-04-18 12:40:57 main:574] : INFO : Epoch 1830 | loss: 0.0311527 | val_loss: 0.0311592 | Time: 5303.99 ms
[2022-04-18 12:41:02 main:574] : INFO : Epoch 1831 | loss: 0.031152 | val_loss: 0.0311617 | Time: 5304.96 ms
[2022-04-18 12:41:07 main:574] : INFO : Epoch 1832 | loss: 0.0311526 | val_loss: 0.0311611 | Time: 5307.98 ms
[2022-04-18 12:41:13 main:574] : INFO : Epoch 1833 | loss: 0.0311501 | val_loss: 0.0311579 | Time: 5299.47 ms
[2022-04-18 12:41:18 main:574] : INFO : Epoch 1834 | loss: 0.0311482 | val_loss: 0.0311573 | Time: 5302.23 ms
[2022-04-18 12:41:23 main:574] : INFO : Epoch 1835 | loss: 0.0311486 | val_loss: 0.0311566 | Time: 5309.59 ms
[2022-04-18 12:41:28 main:574] : INFO : Epoch 1836 | loss: 0.03115 | val_loss: 0.0311588 | Time: 5307.65 ms
[2022-04-18 12:41:34 main:574] : INFO : Epoch 1837 | loss: 0.0311486 | val_loss: 0.031156 | Time: 5304.34 ms
[2022-04-18 12:41:39 main:574] : INFO : Epoch 1838 | loss: 0.0311462 | val_loss: 0.0311588 | Time: 5295.04 ms
[2022-04-18 12:41:44 main:574] : INFO : Epoch 1839 | loss: 0.0311475 | val_loss: 0.0311585 | Time: 5302.97 ms
[2022-04-18 12:41:50 main:574] : INFO : Epoch 1840 | loss: 0.0311504 | val_loss: 0.0311628 | Time: 5308.73 ms
[2022-04-18 12:41:55 main:574] : INFO : Epoch 1841 | loss: 0.0311492 | val_loss: 0.0311549 | Time: 5302.12 ms
[2022-04-18 12:42:00 main:574] : INFO : Epoch 1842 | loss: 0.0311461 | val_loss: 0.0311554 | Time: 5310.61 ms
[2022-04-18 12:42:06 main:574] : INFO : Epoch 1843 | loss: 0.0311468 | val_loss: 0.0311544 | Time: 5308.28 ms
[2022-04-18 12:42:11 main:574] : INFO : Epoch 1844 | loss: 0.031149 | val_loss: 0.0311556 | Time: 5299.47 ms
[2022-04-18 12:42:16 main:574] : INFO : Epoch 1845 | loss: 0.0311512 | val_loss: 0.0311647 | Time: 5302.17 ms
[2022-04-18 12:42:22 main:574] : INFO : Epoch 1846 | loss: 0.0311498 | val_loss: 0.031156 | Time: 5308.81 ms
[2022-04-18 12:42:27 main:574] : INFO : Epoch 1847 | loss: 0.031148 | val_loss: 0.0311589 | Time: 5303.61 ms
[2022-04-18 12:42:32 main:574] : INFO : Epoch 1848 | loss: 0.0311459 | val_loss: 0.031164 | Time: 5309.6 ms
[2022-04-18 12:42:37 main:574] : INFO : Epoch 1849 | loss: 0.0311503 | val_loss: 0.0311594 | Time: 5320.49 ms
[2022-04-18 12:42:43 main:574] : INFO : Epoch 1850 | loss: 0.0311471 | val_loss: 0.0311583 | Time: 5304.26 ms
[2022-04-18 12:42:48 main:574] : INFO : Epoch 1851 | loss: 0.0311489 | val_loss: 0.0311627 | Time: 5309.11 ms
[2022-04-18 12:42:53 main:574] : INFO : Epoch 1852 | loss: 0.0311458 | val_loss: 0.0311549 | Time: 5299.8 ms
[2022-04-18 12:42:59 main:574] : INFO : Epoch 1853 | loss: 0.0311432 | val_loss: 0.0311553 | Time: 5306.32 ms
[2022-04-18 12:43:04 main:574] : INFO : Epoch 1854 | loss: 0.0311457 | val_loss: 0.0311652 | Time: 5305.87 ms
[2022-04-18 12:43:09 main:574] : INFO : Epoch 1855 | loss: 0.0311532 | val_loss: 0.0311605 | Time: 5305.91 ms
[2022-04-18 12:43:15 main:574] : INFO : Epoch 1856 | loss: 0.0311554 | val_loss: 0.03116 | Time: 5310.84 ms
[2022-04-18 12:43:20 main:574] : INFO : Epoch 1857 | loss: 0.0311468 | val_loss: 0.0311751 | Time: 5303.81 ms
[2022-04-18 12:43:25 main:574] : INFO : Epoch 1858 | loss: 0.0311502 | val_loss: 0.0311605 | Time: 5305.1 ms
[2022-04-18 12:43:31 main:574] : INFO : Epoch 1859 | loss: 0.0311467 | val_loss: 0.0311547 | Time: 5302.61 ms
[2022-04-18 12:43:36 main:574] : INFO : Epoch 1860 | loss: 0.0311434 | val_loss: 0.0311629 | Time: 5297.33 ms
[2022-04-18 12:43:41 main:574] : INFO : Epoch 1861 | loss: 0.031144 | val_loss: 0.0311587 | Time: 5301.38 ms
[2022-04-18 12:43:47 main:574] : INFO : Epoch 1862 | loss: 0.0311478 | val_loss: 0.0311647 | Time: 5307.23 ms
[2022-04-18 12:43:52 main:574] : INFO : Epoch 1863 | loss: 0.0311488 | val_loss: 0.0311638 | Time: 5309.25 ms
[2022-04-18 12:43:57 main:574] : INFO : Epoch 1864 | loss: 0.0311485 | val_loss: 0.0311574 | Time: 5308.43 ms
[2022-04-18 12:44:02 main:574] : INFO : Epoch 1865 | loss: 0.0311436 | val_loss: 0.0311593 | Time: 5305.02 ms
[2022-04-18 12:44:08 main:574] : INFO : Epoch 1866 | loss: 0.0311418 | val_loss: 0.0311591 | Time: 5298.48 ms
[2022-04-18 12:44:13 main:574] : INFO : Epoch 1867 | loss: 0.0311424 | val_loss: 0.0311585 | Time: 5294.68 ms
[2022-04-18 12:44:18 main:574] : INFO : Epoch 1868 | loss: 0.031145 | val_loss: 0.0311616 | Time: 5301.45 ms
[2022-04-18 12:44:24 main:574] : INFO : Epoch 1869 | loss: 0.0311422 | val_loss: 0.0311553 | Time: 5299.25 ms
[2022-04-18 12:44:29 main:574] : INFO : Epoch 1870 | loss: 0.031143 | val_loss: 0.0311618 | Time: 5304.7 ms
[2022-04-18 12:44:34 main:574] : INFO : Epoch 1871 | loss: 0.031148 | val_loss: 0.0311782 | Time: 5305.34 ms
[2022-04-18 12:44:40 main:574] : INFO : Epoch 1872 | loss: 0.0311491 | val_loss: 0.0311614 | Time: 5300.9 ms
[2022-04-18 12:44:45 main:574] : INFO : Epoch 1873 | loss: 0.031145 | val_loss: 0.0311679 | Time: 5297.49 ms
[2022-04-18 12:44:50 main:574] : INFO : Epoch 1874 | loss: 0.0311421 | val_loss: 0.0311643 | Time: 5305.55 ms
[2022-04-18 12:44:56 main:574] : INFO : Epoch 1875 | loss: 0.0311427 | val_loss: 0.0311585 | Time: 5311.64 ms
[2022-04-18 12:45:01 main:574] : INFO : Epoch 1876 | loss: 0.0311456 | val_loss: 0.031166 | Time: 5313.9 ms
[2022-04-18 12:45:06 main:574] : INFO : Epoch 1877 | loss: 0.0311386 | val_loss: 0.031159 | Time: 5308.34 ms
[2022-04-18 12:45:11 main:574] : INFO : Epoch 1878 | loss: 0.0311379 | val_loss: 0.0311594 | Time: 5303.06 ms
[2022-04-18 12:45:17 main:574] : INFO : Epoch 1879 | loss: 0.0311376 | val_loss: 0.0311609 | Time: 5301.7 ms
[2022-04-18 12:45:22 main:574] : INFO : Epoch 1880 | loss: 0.0311362 | val_loss: 0.031156 | Time: 5302.95 ms
[2022-04-18 12:45:27 main:574] : INFO : Epoch 1881 | loss: 0.031136 | val_loss: 0.0311603 | Time: 5297.62 ms
[2022-04-18 12:45:33 main:574] : INFO : Epoch 1882 | loss: 0.0311366 | val_loss: 0.0311572 | Time: 5306.65 ms
[2022-04-18 12:45:38 main:574] : INFO : Epoch 1883 | loss: 0.031137 | val_loss: 0.0311659 | Time: 5303.22 ms
[2022-04-18 12:45:43 main:574] : INFO : Epoch 1884 | loss: 0.0311383 | val_loss: 0.0311563 | Time: 5309.48 ms
[2022-04-18 12:45:49 main:574] : INFO : Epoch 1885 | loss: 0.0311381 | val_loss: 0.0311605 | Time: 5308.17 ms
[2022-04-18 12:45:54 main:574] : INFO : Epoch 1886 | loss: 0.0311347 | val_loss: 0.0311574 | Time: 5295.25 ms
[2022-04-18 12:45:59 main:574] : INFO : Epoch 1887 | loss: 0.0311397 | val_loss: 0.0311682 | Time: 5307.13 ms
[2022-04-18 12:46:05 main:574] : INFO : Epoch 1888 | loss: 0.0311455 | val_loss: 0.031156 | Time: 5298.51 ms
[2022-04-18 12:46:10 main:574] : INFO : Epoch 1889 | loss: 0.0311443 | val_loss: 0.0311563 | Time: 5304.43 ms
[2022-04-18 12:46:15 main:574] : INFO : Epoch 1890 | loss: 0.0311365 | val_loss: 0.0311587 | Time: 5305.78 ms
[2022-04-18 12:46:20 main:574] : INFO : Epoch 1891 | loss: 0.0311354 | val_loss: 0.031161 | Time: 5315.06 ms
[2022-04-18 12:46:26 main:574] : INFO : Epoch 1892 | loss: 0.0311342 | val_loss: 0.0311629 | Time: 5303.84 ms
[2022-04-18 12:46:31 main:574] : INFO : Epoch 1893 | loss: 0.0311359 | val_loss: 0.0311609 | Time: 5303.71 ms
[2022-04-18 12:46:36 main:574] : INFO : Epoch 1894 | loss: 0.0311394 | val_loss: 0.0311562 | Time: 5304.18 ms
[2022-04-18 12:46:42 main:574] : INFO : Epoch 1895 | loss: 0.0311387 | val_loss: 0.031161 | Time: 5301.2 ms
[2022-04-18 12:46:47 main:574] : INFO : Epoch 1896 | loss: 0.031149 | val_loss: 0.0311632 | Time: 5309.82 ms
[2022-04-18 12:46:52 main:574] : INFO : Epoch 1897 | loss: 0.0311415 | val_loss: 0.0311605 | Time: 5302.02 ms
[2022-04-18 12:46:58 main:574] : INFO : Epoch 1898 | loss: 0.0311498 | val_loss: 0.0311711 | Time: 5312.06 ms
[2022-04-18 12:47:03 main:574] : INFO : Epoch 1899 | loss: 0.0311469 | val_loss: 0.0311608 | Time: 5317.02 ms
[2022-04-18 12:47:08 main:574] : INFO : Epoch 1900 | loss: 0.0311404 | val_loss: 0.0311575 | Time: 5306.19 ms
[2022-04-18 12:47:14 main:574] : INFO : Epoch 1901 | loss: 0.031136 | val_loss: 0.0311599 | Time: 5295 ms
[2022-04-18 12:47:19 main:574] : INFO : Epoch 1902 | loss: 0.0311373 | val_loss: 0.0311589 | Time: 5305.41 ms
[2022-04-18 12:47:24 main:574] : INFO : Epoch 1903 | loss: 0.0311357 | val_loss: 0.0311569 | Time: 5310.29 ms
[2022-04-18 12:47:29 main:574] : INFO : Epoch 1904 | loss: 0.0311344 | val_loss: 0.0311597 | Time: 5304.81 ms
[2022-04-18 12:47:35 main:574] : INFO : Epoch 1905 | loss: 0.0311331 | val_loss: 0.0311626 | Time: 5304.44 ms
[2022-04-18 12:47:40 main:574] : INFO : Epoch 1906 | loss: 0.0311373 | val_loss: 0.0311588 | Time: 5310.74 ms
[2022-04-18 12:47:45 main:574] : INFO : Epoch 1907 | loss: 0.0311392 | val_loss: 0.031177 | Time: 5303.02 ms
[2022-04-18 12:47:51 main:574] : INFO : Epoch 1908 | loss: 0.0311428 | val_loss: 0.0311609 | Time: 5333.01 ms
[2022-04-18 12:47:56 main:574] : INFO : Epoch 1909 | loss: 0.031137 | val_loss: 0.0311583 | Time: 5298.87 ms
[2022-04-18 12:48:01 main:574] : INFO : Epoch 1910 | loss: 0.0311479 | val_loss: 0.0311599 | Time: 5304.84 ms
[2022-04-18 12:48:07 main:574] : INFO : Epoch 1911 | loss: 0.0311353 | val_loss: 0.0311586 | Time: 5312.21 ms
[2022-04-18 12:48:12 main:574] : INFO : Epoch 1912 | loss: 0.0311324 | val_loss: 0.031168 | Time: 5311.85 ms
[2022-04-18 12:48:17 main:574] : INFO : Epoch 1913 | loss: 0.0311406 | val_loss: 0.0311586 | Time: 5303.73 ms
[2022-04-18 12:48:23 main:574] : INFO : Epoch 1914 | loss: 0.0311351 | val_loss: 0.031157 | Time: 5305.26 ms
[2022-04-18 12:48:28 main:574] : INFO : Epoch 1915 | loss: 0.0311334 | val_loss: 0.0311653 | Time: 5301.03 ms
[2022-04-18 12:48:33 main:574] : INFO : Epoch 1916 | loss: 0.0311358 | val_loss: 0.0311711 | Time: 5303.69 ms
[2022-04-18 12:48:39 main:574] : INFO : Epoch 1917 | loss: 0.0311348 | val_loss: 0.0311605 | Time: 5303.47 ms
[2022-04-18 12:48:44 main:574] : INFO : Epoch 1918 | loss: 0.0311341 | val_loss: 0.0311578 | Time: 5311.09 ms
[2022-04-18 12:48:49 main:574] : INFO : Epoch 1919 | loss: 0.0311328 | val_loss: 0.0311595 | Time: 5308.47 ms
[2022-04-18 12:48:54 main:574] : INFO : Epoch 1920 | loss: 0.0311396 | val_loss: 0.0311589 | Time: 5309.31 ms
[2022-04-18 12:49:00 main:574] : INFO : Epoch 1921 | loss: 0.0311357 | val_loss: 0.0311546 | Time: 5300.19 ms
[2022-04-18 12:49:05 main:574] : INFO : Epoch 1922 | loss: 0.031136 | val_loss: 0.0311585 | Time: 5303.23 ms
[2022-04-18 12:49:10 main:574] : INFO : Epoch 1923 | loss: 0.031149 | val_loss: 0.0311814 | Time: 5299.43 ms
[2022-04-18 12:49:16 main:574] : INFO : Epoch 1924 | loss: 0.0311445 | val_loss: 0.0311587 | Time: 5307.05 ms
[2022-04-18 12:49:21 main:574] : INFO : Epoch 1925 | loss: 0.0311382 | val_loss: 0.0311732 | Time: 5305.32 ms
[2022-04-18 12:49:26 main:574] : INFO : Epoch 1926 | loss: 0.0311413 | val_loss: 0.0311599 | Time: 5304.55 ms
[2022-04-18 12:49:32 main:574] : INFO : Epoch 1927 | loss: 0.0311411 | val_loss: 0.0311607 | Time: 5305.64 ms
[2022-04-18 12:49:37 main:574] : INFO : Epoch 1928 | loss: 0.031134 | val_loss: 0.0311579 | Time: 5305.75 ms
[2022-04-18 12:49:42 main:574] : INFO : Epoch 1929 | loss: 0.0311385 | val_loss: 0.0311613 | Time: 5304.97 ms
[2022-04-18 12:49:48 main:574] : INFO : Epoch 1930 | loss: 0.0311343 | val_loss: 0.0311615 | Time: 5299.3 ms
[2022-04-18 12:49:53 main:574] : INFO : Epoch 1931 | loss: 0.031142 | val_loss: 0.0311666 | Time: 5299.32 ms
[2022-04-18 12:49:58 main:574] : INFO : Epoch 1932 | loss: 0.0311502 | val_loss: 0.0311715 | Time: 5306.51 ms
[2022-04-18 12:50:03 main:574] : INFO : Epoch 1933 | loss: 0.0311442 | val_loss: 0.0311623 | Time: 5305.43 ms
[2022-04-18 12:50:09 main:574] : INFO : Epoch 1934 | loss: 0.0311373 | val_loss: 0.0311599 | Time: 5306.15 ms
[2022-04-18 12:50:14 main:574] : INFO : Epoch 1935 | loss: 0.031137 | val_loss: 0.0311608 | Time: 5300.7 ms
[2022-04-18 12:50:19 main:574] : INFO : Epoch 1936 | loss: 0.0311366 | val_loss: 0.0311665 | Time: 5297.15 ms
[2022-04-18 12:50:25 main:574] : INFO : Epoch 1937 | loss: 0.0311383 | val_loss: 0.0311609 | Time: 5304.45 ms
[2022-04-18 12:50:30 main:574] : INFO : Epoch 1938 | loss: 0.0311421 | val_loss: 0.0311752 | Time: 5301.91 ms
[2022-04-18 12:50:35 main:574] : INFO : Epoch 1939 | loss: 0.0311411 | val_loss: 0.0311544 | Time: 5304.51 ms
[2022-04-18 12:50:41 main:574] : INFO : Epoch 1940 | loss: 0.0311386 | val_loss: 0.0311597 | Time: 5310.78 ms
[2022-04-18 12:50:46 main:574] : INFO : Epoch 1941 | loss: 0.0311418 | val_loss: 0.0311723 | Time: 5305.16 ms
[2022-04-18 12:50:51 main:574] : INFO : Epoch 1942 | loss: 0.0311397 | val_loss: 0.0311588 | Time: 5303.52 ms
[2022-04-18 12:50:57 main:574] : INFO : Epoch 1943 | loss: 0.0311369 | val_loss: 0.0311602 | Time: 5303 ms
[2022-04-18 12:51:02 main:574] : INFO : Epoch 1944 | loss: 0.031141 | val_loss: 0.0311606 | Time: 5303.02 ms
[2022-04-18 12:51:07 main:574] : INFO : Epoch 1945 | loss: 0.0311349 | val_loss: 0.0311561 | Time: 5297.66 ms
[2022-04-18 12:51:12 main:574] : INFO : Epoch 1946 | loss: 0.0311327 | val_loss: 0.0311586 | Time: 5304.02 ms
[2022-04-18 12:51:18 main:574] : INFO : Epoch 1947 | loss: 0.0311338 | val_loss: 0.0311667 | Time: 5304.95 ms
[2022-04-18 12:51:23 main:574] : INFO : Epoch 1948 | loss: 0.0311322 | val_loss: 0.0311646 | Time: 5314.82 ms
[2022-04-18 12:51:28 main:574] : INFO : Epoch 1949 | loss: 0.0311356 | val_loss: 0.0311602 | Time: 5302.56 ms
[2022-04-18 12:51:34 main:574] : INFO : Epoch 1950 | loss: 0.0311355 | val_loss: 0.0311691 | Time: 5298.09 ms
[2022-04-18 12:51:39 main:574] : INFO : Epoch 1951 | loss: 0.0311386 | val_loss: 0.0311573 | Time: 5306.12 ms
[2022-04-18 12:51:44 main:574] : INFO : Epoch 1952 | loss: 0.0311353 | val_loss: 0.0311585 | Time: 5307.58 ms
[2022-04-18 12:51:50 main:574] : INFO : Epoch 1953 | loss: 0.0311321 | val_loss: 0.0311595 | Time: 5310.16 ms
[2022-04-18 12:51:55 main:574] : INFO : Epoch 1954 | loss: 0.0311311 | val_loss: 0.0311634 | Time: 5310.74 ms
[2022-04-18 12:52:00 main:574] : INFO : Epoch 1955 | loss: 0.0311357 | val_loss: 0.0311566 | Time: 5306.96 ms
[2022-04-18 12:52:06 main:574] : INFO : Epoch 1956 | loss: 0.0311403 | val_loss: 0.0311681 | Time: 5302.77 ms
[2022-04-18 12:52:11 main:574] : INFO : Epoch 1957 | loss: 0.0311384 | val_loss: 0.0311847 | Time: 5303.02 ms
[2022-04-18 12:52:16 main:574] : INFO : Epoch 1958 | loss: 0.0311381 | val_loss: 0.0311679 | Time: 5301.19 ms
[2022-04-18 12:52:22 main:574] : INFO : Epoch 1959 | loss: 0.0311361 | val_loss: 0.0311566 | Time: 5307.97 ms
[2022-04-18 12:52:27 main:574] : INFO : Epoch 1960 | loss: 0.0311336 | val_loss: 0.0311625 | Time: 5303.44 ms
[2022-04-18 12:52:32 main:574] : INFO : Epoch 1961 | loss: 0.0311313 | val_loss: 0.0311583 | Time: 5318.6 ms
[2022-04-18 12:52:37 main:574] : INFO : Epoch 1962 | loss: 0.0311295 | val_loss: 0.0311609 | Time: 5314.92 ms
[2022-04-18 12:52:43 main:574] : INFO : Epoch 1963 | loss: 0.0311295 | val_loss: 0.0311614 | Time: 5300.03 ms
[2022-04-18 12:52:48 main:574] : INFO : Epoch 1964 | loss: 0.0311286 | val_loss: 0.0311568 | Time: 5313.3 ms
[2022-04-18 12:52:53 main:574] : INFO : Epoch 1965 | loss: 0.0311302 | val_loss: 0.0311607 | Time: 5300.44 ms
[2022-04-18 12:52:59 main:574] : INFO : Epoch 1966 | loss: 0.031133 | val_loss: 0.031163 | Time: 5306.84 ms
[2022-04-18 12:53:04 main:574] : INFO : Epoch 1967 | loss: 0.0311321 | val_loss: 0.0311634 | Time: 5307.5 ms
[2022-04-18 12:53:09 main:574] : INFO : Epoch 1968 | loss: 0.0311315 | val_loss: 0.0311639 | Time: 5310.87 ms
[2022-04-18 12:53:15 main:574] : INFO : Epoch 1969 | loss: 0.0311344 | val_loss: 0.0311578 | Time: 5303.95 ms
[2022-04-18 12:53:20 main:574] : INFO : Epoch 1970 | loss: 0.0311322 | val_loss: 0.0311607 | Time: 5303.84 ms
[2022-04-18 12:53:25 main:574] : INFO : Epoch 1971 | loss: 0.0311286 | val_loss: 0.0311596 | Time: 5312.91 ms
[2022-04-18 12:53:31 main:574] : INFO : Epoch 1972 | loss: 0.0311287 | val_loss: 0.0311622 | Time: 5301.48 ms
[2022-04-18 12:53:36 main:574] : INFO : Epoch 1973 | loss: 0.0311287 | val_loss: 0.0311605 | Time: 5298.88 ms
[2022-04-18 12:53:41 main:574] : INFO : Epoch 1974 | loss: 0.0311286 | val_loss: 0.0311608 | Time: 5304.77 ms
[2022-04-18 12:53:47 main:574] : INFO : Epoch 1975 | loss: 0.0311271 | val_loss: 0.0311633 | Time: 5310 ms
[2022-04-18 12:53:52 main:574] : INFO : Epoch 1976 | loss: 0.0311279 | val_loss: 0.0311646 | Time: 5303.16 ms
[2022-04-18 12:53:57 main:574] : INFO : Epoch 1977 | loss: 0.0311296 | val_loss: 0.0311612 | Time: 5307.06 ms
[2022-04-18 12:54:02 main:574] : INFO : Epoch 1978 | loss: 0.0311308 | val_loss: 0.0311636 | Time: 5304.11 ms
[2022-04-18 12:54:08 main:574] : INFO : Epoch 1979 | loss: 0.0311295 | val_loss: 0.0311581 | Time: 5303.79 ms
[2022-04-18 12:54:13 main:574] : INFO : Epoch 1980 | loss: 0.0311291 | val_loss: 0.0311617 | Time: 5306.98 ms
[2022-04-18 12:54:18 main:574] : INFO : Epoch 1981 | loss: 0.031131 | val_loss: 0.0311676 | Time: 5307.13 ms
[2022-04-18 12:54:24 main:574] : INFO : Epoch 1982 | loss: 0.0311373 | val_loss: 0.0311639 | Time: 5305.19 ms
[2022-04-18 12:54:29 main:574] : INFO : Epoch 1983 | loss: 0.0311295 | val_loss: 0.0311679 | Time: 5308.82 ms
[2022-04-18 12:54:34 main:574] : INFO : Epoch 1984 | loss: 0.031142 | val_loss: 0.0311581 | Time: 5304.12 ms
[2022-04-18 12:54:40 main:574] : INFO : Epoch 1985 | loss: 0.0311438 | val_loss: 0.031164 | Time: 5303.76 ms
[2022-04-18 12:54:45 main:574] : INFO : Epoch 1986 | loss: 0.0311403 | val_loss: 0.0311557 | Time: 5309.49 ms
[2022-04-18 12:54:50 main:574] : INFO : Epoch 1987 | loss: 0.03114 | val_loss: 0.031156 | Time: 5308.31 ms
[2022-04-18 12:54:56 main:574] : INFO : Epoch 1988 | loss: 0.0311358 | val_loss: 0.0311577 | Time: 5304.74 ms
[2022-04-18 12:55:01 main:574] : INFO : Epoch 1989 | loss: 0.0311303 | val_loss: 0.0311586 | Time: 5304.16 ms
[2022-04-18 12:55:06 main:574] : INFO : Epoch 1990 | loss: 0.0311299 | val_loss: 0.0311589 | Time: 5308.18 ms
[2022-04-18 12:55:11 main:574] : INFO : Epoch 1991 | loss: 0.0311414 | val_loss: 0.0311645 | Time: 5305.61 ms
[2022-04-18 12:55:17 main:574] : INFO : Epoch 1992 | loss: 0.0311316 | val_loss: 0.0311587 | Time: 5299.84 ms
[2022-04-18 12:55:22 main:574] : INFO : Epoch 1993 | loss: 0.031135 | val_loss: 0.031169 | Time: 5299.47 ms
[2022-04-18 12:55:27 main:574] : INFO : Epoch 1994 | loss: 0.0311367 | val_loss: 0.0311587 | Time: 5302.83 ms
[2022-04-18 12:55:33 main:574] : INFO : Epoch 1995 | loss: 0.0311316 | val_loss: 0.0311601 | Time: 5298.95 ms
[2022-04-18 12:55:38 main:574] : INFO : Epoch 1996 | loss: 0.0311292 | val_loss: 0.0311771 | Time: 5309.97 ms
[2022-04-18 12:55:43 main:574] : INFO : Epoch 1997 | loss: 0.0311396 | val_loss: 0.0311799 | Time: 5301.67 ms
[2022-04-18 12:55:49 main:574] : INFO : Epoch 1998 | loss: 0.0311324 | val_loss: 0.0311643 | Time: 5305.75 ms
[2022-04-18 12:55:54 main:574] : INFO : Epoch 1999 | loss: 0.0311293 | val_loss: 0.0311713 | Time: 5297.73 ms
[2022-04-18 12:55:59 main:574] : INFO : Epoch 2000 | loss: 0.0311291 | val_loss: 0.0311619 | Time: 5302.36 ms
[2022-04-18 12:56:05 main:574] : INFO : Epoch 2001 | loss: 0.0311265 | val_loss: 0.0311644 | Time: 5310.86 ms
[2022-04-18 12:56:10 main:574] : INFO : Epoch 2002 | loss: 0.0311261 | val_loss: 0.0311699 | Time: 5304.71 ms
[2022-04-18 12:56:15 main:574] : INFO : Epoch 2003 | loss: 0.0311275 | val_loss: 0.0311722 | Time: 5308.15 ms
[2022-04-18 12:56:20 main:574] : INFO : Epoch 2004 | loss: 0.0311273 | val_loss: 0.0311594 | Time: 5309.94 ms
[2022-04-18 12:56:26 main:574] : INFO : Epoch 2005 | loss: 0.0311248 | val_loss: 0.0311688 | Time: 5307.18 ms
[2022-04-18 12:56:31 main:574] : INFO : Epoch 2006 | loss: 0.0311239 | val_loss: 0.0311609 | Time: 5302.92 ms
[2022-04-18 12:56:36 main:574] : INFO : Epoch 2007 | loss: 0.0311326 | val_loss: 0.0311615 | Time: 5301.73 ms
[2022-04-18 12:56:42 main:574] : INFO : Epoch 2008 | loss: 0.0311356 | val_loss: 0.0311732 | Time: 5300.01 ms
[2022-04-18 12:56:47 main:574] : INFO : Epoch 2009 | loss: 0.031135 | val_loss: 0.0311621 | Time: 5310.44 ms
[2022-04-18 12:56:52 main:574] : INFO : Epoch 2010 | loss: 0.0311298 | val_loss: 0.0311562 | Time: 5303.71 ms
[2022-04-18 12:56:58 main:574] : INFO : Epoch 2011 | loss: 0.0311271 | val_loss: 0.0311583 | Time: 5308.31 ms
[2022-04-18 12:57:03 main:574] : INFO : Epoch 2012 | loss: 0.0311304 | val_loss: 0.0311561 | Time: 5305.99 ms
[2022-04-18 12:57:08 main:574] : INFO : Epoch 2013 | loss: 0.0311369 | val_loss: 0.0311595 | Time: 5311.15 ms
[2022-04-18 12:57:14 main:574] : INFO : Epoch 2014 | loss: 0.0311274 | val_loss: 0.031157 | Time: 5304.86 ms
[2022-04-18 12:57:19 main:574] : INFO : Epoch 2015 | loss: 0.0311301 | val_loss: 0.0311609 | Time: 5306.72 ms
[2022-04-18 12:57:24 main:574] : INFO : Epoch 2016 | loss: 0.0311365 | val_loss: 0.0311669 | Time: 5310.35 ms
[2022-04-18 12:57:30 main:574] : INFO : Epoch 2017 | loss: 0.0311336 | val_loss: 0.031162 | Time: 5305.26 ms
[2022-04-18 12:57:35 main:574] : INFO : Epoch 2018 | loss: 0.0311356 | val_loss: 0.0311589 | Time: 5303.14 ms
[2022-04-18 12:57:40 main:574] : INFO : Epoch 2019 | loss: 0.0311287 | val_loss: 0.0311672 | Time: 5300.47 ms
[2022-04-18 12:57:45 main:574] : INFO : Epoch 2020 | loss: 0.0311266 | val_loss: 0.0311603 | Time: 5303.14 ms
[2022-04-18 12:57:51 main:574] : INFO : Epoch 2021 | loss: 0.0311246 | val_loss: 0.031166 | Time: 5299.77 ms
[2022-04-18 12:57:56 main:574] : INFO : Epoch 2022 | loss: 0.0311267 | val_loss: 0.031162 | Time: 5306.1 ms
[2022-04-18 12:58:01 main:574] : INFO : Epoch 2023 | loss: 0.031126 | val_loss: 0.0311726 | Time: 5303.93 ms
[2022-04-18 12:58:07 main:574] : INFO : Epoch 2024 | loss: 0.0311266 | val_loss: 0.0311637 | Time: 5318.06 ms
[2022-04-18 12:58:12 main:574] : INFO : Epoch 2025 | loss: 0.0311324 | val_loss: 0.0311913 | Time: 5305.83 ms
[2022-04-18 12:58:17 main:574] : INFO : Epoch 2026 | loss: 0.0311383 | val_loss: 0.0311585 | Time: 5297.45 ms
[2022-04-18 12:58:23 main:574] : INFO : Epoch 2027 | loss: 0.0311314 | val_loss: 0.0311616 | Time: 5307.23 ms
[2022-04-18 12:58:28 main:574] : INFO : Epoch 2028 | loss: 0.0311314 | val_loss: 0.0311642 | Time: 5304.84 ms
[2022-04-18 12:58:33 main:574] : INFO : Epoch 2029 | loss: 0.0311328 | val_loss: 0.0311634 | Time: 5303.42 ms
[2022-04-18 12:58:39 main:574] : INFO : Epoch 2030 | loss: 0.0311269 | val_loss: 0.0311631 | Time: 5306.8 ms
[2022-04-18 12:58:44 main:574] : INFO : Epoch 2031 | loss: 0.0311257 | val_loss: 0.0311598 | Time: 5307.7 ms
[2022-04-18 12:58:49 main:574] : INFO : Epoch 2032 | loss: 0.0311271 | val_loss: 0.0311706 | Time: 5302.71 ms
[2022-04-18 12:58:54 main:574] : INFO : Epoch 2033 | loss: 0.0311289 | val_loss: 0.0311655 | Time: 5301.48 ms
[2022-04-18 12:59:00 main:574] : INFO : Epoch 2034 | loss: 0.0311248 | val_loss: 0.0311629 | Time: 5298.71 ms
[2022-04-18 12:59:05 main:574] : INFO : Epoch 2035 | loss: 0.0311285 | val_loss: 0.0311624 | Time: 5308.68 ms
[2022-04-18 12:59:10 main:574] : INFO : Epoch 2036 | loss: 0.0311291 | val_loss: 0.0311612 | Time: 5304.31 ms
[2022-04-18 12:59:16 main:574] : INFO : Epoch 2037 | loss: 0.0311258 | val_loss: 0.0311619 | Time: 5299.67 ms
[2022-04-18 12:59:21 main:574] : INFO : Epoch 2038 | loss: 0.0311333 | val_loss: 0.0311589 | Time: 5311.19 ms
[2022-04-18 12:59:26 main:574] : INFO : Epoch 2039 | loss: 0.0311323 | val_loss: 0.031157 | Time: 5304.15 ms
[2022-04-18 12:59:32 main:574] : INFO : Epoch 2040 | loss: 0.0311307 | val_loss: 0.0311611 | Time: 5299.67 ms
[2022-04-18 12:59:37 main:574] : INFO : Epoch 2041 | loss: 0.0311287 | val_loss: 0.0311689 | Time: 5305.07 ms
[2022-04-18 12:59:42 main:574] : INFO : Epoch 2042 | loss: 0.0311295 | val_loss: 0.0311607 | Time: 5309.84 ms
[2022-04-18 12:59:48 main:574] : INFO : Epoch 2043 | loss: 0.0311253 | val_loss: 0.0311574 | Time: 5303.59 ms
[2022-04-18 12:59:53 main:574] : INFO : Epoch 2044 | loss: 0.0311233 | val_loss: 0.0311601 | Time: 5308.08 ms
[2022-04-18 12:59:58 main:574] : INFO : Epoch 2045 | loss: 0.0311277 | val_loss: 0.0311756 | Time: 5304.72 ms
[2022-04-18 13:00:04 main:574] : INFO : Epoch 2046 | loss: 0.0311302 | val_loss: 0.0311703 | Time: 5305.96 ms
[2022-04-18 13:00:09 main:574] : INFO : Epoch 2047 | loss: 0.0311304 | val_loss: 0.0311611 | Time: 5296.78 ms
[2022-04-18 13:00:14 main:574] : INFO : Epoch 2048 | loss: 0.0311273 | val_loss: 0.0311637 | Time: 5305.76 ms
[2022-04-18 13:00:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311637
[2022-04-18 13:00:14 main:603] : INFO : Saving end state to config to file
[2022-04-18 13:00:14 main:608] : INFO : Success, exiting..
13:00:14 (2648): 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)