Task 5548994
| Name | ParityMachine-1625099090-9402-0_0 |
| Workunit | 3397807 |
| Created | 1 Jul 2021, 0:24:53 UTC |
| Sent | 4 Jul 2021, 23:25:59 UTC |
| Report deadline | 12 Jul 2021, 23:25:59 UTC |
| Received | 5 Jul 2021, 3:11:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7284 |
| Run time | 59 min 3 sec |
| CPU time | 58 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0309561 | val_loss: 0.0313849 | Time: 1694.53 ms [2021-07-05 04:57:11 main:574] : INFO : Epoch 1543 | loss: 0.0309681 | val_loss: 0.0313429 | Time: 1649.77 ms [2021-07-05 04:57:13 main:574] : INFO : Epoch 1544 | loss: 0.030976 | val_loss: 0.031363 | Time: 1642.6 ms [2021-07-05 04:57:15 main:574] : INFO : Epoch 1545 | loss: 0.0309687 | val_loss: 0.0313202 | Time: 1648.77 ms [2021-07-05 04:57:16 main:574] : INFO : Epoch 1546 | loss: 0.0309744 | val_loss: 0.0313858 | Time: 1638.39 ms [2021-07-05 04:57:18 main:574] : INFO : Epoch 1547 | loss: 0.0309638 | val_loss: 0.031323 | Time: 1684.87 ms [2021-07-05 04:57:20 main:574] : INFO : Epoch 1548 | loss: 0.0309724 | val_loss: 0.0313572 | Time: 1598.67 ms [2021-07-05 04:57:21 main:574] : INFO : Epoch 1549 | loss: 0.0309577 | val_loss: 0.0313604 | Time: 1669.51 ms [2021-07-05 04:57:23 main:574] : INFO : Epoch 1550 | loss: 0.030952 | val_loss: 0.0313544 | Time: 1592.7 ms [2021-07-05 04:57:24 main:574] : INFO : Epoch 1551 | loss: 0.0309564 | val_loss: 0.0313487 | Time: 1612.09 ms [2021-07-05 04:57:26 main:574] : INFO : Epoch 1552 | loss: 0.0309608 | val_loss: 0.0313267 | Time: 1635.72 ms [2021-07-05 04:57:28 main:574] : INFO : Epoch 1553 | loss: 0.0309606 | val_loss: 0.0313674 | Time: 1655.96 ms [2021-07-05 04:57:29 main:574] : INFO : Epoch 1554 | loss: 0.0309647 | val_loss: 0.0313542 | Time: 1604.53 ms [2021-07-05 04:57:31 main:574] : INFO : Epoch 1555 | loss: 0.0309613 | val_loss: 0.0313318 | Time: 1623.45 ms [2021-07-05 04:57:33 main:574] : INFO : Epoch 1556 | loss: 0.0309554 | val_loss: 0.0313567 | Time: 1677.82 ms [2021-07-05 04:57:34 main:574] : INFO : Epoch 1557 | loss: 0.0309624 | val_loss: 0.0313341 | Time: 1619.83 ms [2021-07-05 04:57:36 main:574] : INFO : Epoch 1558 | loss: 0.0309657 | val_loss: 0.0313483 | Time: 1664.26 ms [2021-07-05 04:57:38 main:574] : INFO : Epoch 1559 | loss: 0.0309728 | val_loss: 0.0313514 | Time: 1648.05 ms [2021-07-05 04:57:39 main:574] : INFO : Epoch 1560 | loss: 0.0309644 | val_loss: 0.0313432 | Time: 1647.55 ms [2021-07-05 04:57:41 main:574] : INFO : Epoch 1561 | loss: 0.0309656 | val_loss: 0.0313589 | Time: 1588.86 ms [2021-07-05 04:57:42 main:574] : INFO : Epoch 1562 | loss: 0.0309691 | val_loss: 0.0313516 | Time: 1610.73 ms [2021-07-05 04:57:44 main:574] : INFO : Epoch 1563 | loss: 0.0309623 | val_loss: 0.0313585 | Time: 1626.79 ms [2021-07-05 04:57:46 main:574] : INFO : Epoch 1564 | loss: 0.0309571 | val_loss: 0.0313773 | Time: 1701.26 ms [2021-07-05 04:57:47 main:574] : INFO : Epoch 1565 | loss: 0.0309598 | val_loss: 0.0313411 | Time: 1653.65 ms [2021-07-05 04:57:49 main:574] : INFO : Epoch 1566 | loss: 0.0309669 | val_loss: 0.0313745 | Time: 1636.52 ms [2021-07-05 04:57:51 main:574] : INFO : Epoch 1567 | loss: 0.0309725 | val_loss: 0.0313511 | Time: 1605.82 ms [2021-07-05 04:57:52 main:574] : INFO : Epoch 1568 | loss: 0.0309584 | val_loss: 0.0313416 | Time: 1694.95 ms [2021-07-05 04:57:54 main:574] : INFO : Epoch 1569 | loss: 0.0309654 | val_loss: 0.0313366 | Time: 1646.36 ms [2021-07-05 04:57:56 main:574] : INFO : Epoch 1570 | loss: 0.0309647 | val_loss: 0.0313402 | Time: 1605.54 ms [2021-07-05 04:57:57 main:574] : INFO : Epoch 1571 | loss: 0.0309519 | val_loss: 0.031338 | Time: 1608.65 ms [2021-07-05 04:57:59 main:574] : INFO : Epoch 1572 | loss: 0.0309587 | val_loss: 0.0313556 | Time: 1628.91 ms [2021-07-05 04:58:00 main:574] : INFO : Epoch 1573 | loss: 0.0309453 | val_loss: 0.031338 | Time: 1613.48 ms [2021-07-05 04:58:02 main:574] : INFO : Epoch 1574 | loss: 0.0309678 | val_loss: 0.0313651 | Time: 1682.72 ms [2021-07-05 04:58:04 main:574] : INFO : Epoch 1575 | loss: 0.030953 | val_loss: 0.0313443 | Time: 1646.23 ms [2021-07-05 04:58:06 main:574] : INFO : Epoch 1576 | loss: 0.0309558 | val_loss: 0.031334 | Time: 1680.11 ms [2021-07-05 04:58:07 main:574] : INFO : Epoch 1577 | loss: 0.0309642 | val_loss: 0.0313898 | Time: 1664.89 ms [2021-07-05 04:58:09 main:574] : INFO : Epoch 1578 | loss: 0.0310504 | val_loss: 0.0312393 | Time: 1643.94 ms [2021-07-05 04:58:10 main:574] : INFO : Epoch 1579 | loss: 0.0311568 | val_loss: 0.0312275 | Time: 1566.52 ms [2021-07-05 04:58:12 main:574] : INFO : Epoch 1580 | loss: 0.031148 | val_loss: 0.0313902 | Time: 1640.12 ms [2021-07-05 04:58:14 main:574] : INFO : Epoch 1581 | loss: 0.0312318 | val_loss: 0.0317978 | Time: 1632.02 ms [2021-07-05 04:58:15 main:574] : INFO : Epoch 1582 | loss: 0.0311811 | val_loss: 0.0313804 | Time: 1588.66 ms [2021-07-05 04:58:17 main:574] : INFO : Epoch 1583 | loss: 0.0310228 | val_loss: 0.0312967 | Time: 1596.9 ms [2021-07-05 04:58:19 main:574] : INFO : Epoch 1584 | loss: 0.0309759 | val_loss: 0.0313101 | Time: 1624.58 ms [2021-07-05 04:58:20 main:574] : INFO : Epoch 1585 | loss: 0.0309641 | val_loss: 0.031321 | Time: 1667.59 ms [2021-07-05 04:58:22 main:574] : INFO : Epoch 1586 | loss: 0.03096 | val_loss: 0.0313361 | Time: 1618.65 ms [2021-07-05 04:58:23 main:574] : INFO : Epoch 1587 | loss: 0.0309619 | val_loss: 0.0313275 | Time: 1644.88 ms [2021-07-05 04:58:25 main:574] : INFO : Epoch 1588 | loss: 0.0309653 | val_loss: 0.0313202 | Time: 1591.85 ms [2021-07-05 04:58:27 main:574] : INFO : Epoch 1589 | loss: 0.030967 | val_loss: 0.0313258 | Time: 1580.16 ms [2021-07-05 04:58:28 main:574] : INFO : Epoch 1590 | loss: 0.0309582 | val_loss: 0.0313375 | Time: 1628.11 ms [2021-07-05 04:58:30 main:574] : INFO : Epoch 1591 | loss: 0.0309591 | val_loss: 0.031376 | Time: 1673.25 ms [2021-07-05 04:58:32 main:574] : INFO : Epoch 1592 | loss: 0.0309618 | val_loss: 0.0313192 | Time: 1667.55 ms [2021-07-05 04:58:33 main:574] : INFO : Epoch 1593 | loss: 0.0309628 | val_loss: 0.031345 | Time: 1665.05 ms [2021-07-05 04:58:35 main:574] : INFO : Epoch 1594 | loss: 0.0309577 | val_loss: 0.0313736 | Time: 1622.83 ms [2021-07-05 04:58:37 main:574] : INFO : Epoch 1595 | loss: 0.0309573 | val_loss: 0.0313443 | Time: 1659.94 ms [2021-07-05 04:58:38 main:574] : INFO : Epoch 1596 | loss: 0.0309589 | val_loss: 0.0314079 | Time: 1671.67 ms [2021-07-05 04:58:40 main:574] : INFO : Epoch 1597 | loss: 0.0309608 | val_loss: 0.0313555 | Time: 1659.11 ms [2021-07-05 04:58:42 main:574] : INFO : Epoch 1598 | loss: 0.0309617 | val_loss: 0.0313092 | Time: 1666.91 ms [2021-07-05 04:58:43 main:574] : INFO : Epoch 1599 | loss: 0.0309719 | val_loss: 0.0313382 | Time: 1667.1 ms [2021-07-05 04:58:45 main:574] : INFO : Epoch 1600 | loss: 0.0309879 | val_loss: 0.031307 | Time: 1673.69 ms [2021-07-05 04:58:47 main:574] : INFO : Epoch 1601 | loss: 0.0310197 | val_loss: 0.0313086 | Time: 1614.48 ms [2021-07-05 04:58:48 main:574] : INFO : Epoch 1602 | loss: 0.0309878 | val_loss: 0.0313677 | Time: 1642.67 ms [2021-07-05 04:58:50 main:574] : INFO : Epoch 1603 | loss: 0.0309727 | val_loss: 0.0313299 | Time: 1616.9 ms [2021-07-05 04:58:51 main:574] : INFO : Epoch 1604 | loss: 0.030966 | val_loss: 0.0313163 | Time: 1641.86 ms [2021-07-05 04:58:53 main:574] : INFO : Epoch 1605 | loss: 0.0309686 | val_loss: 0.0313269 | Time: 1658.12 ms [2021-07-05 04:58:55 main:574] : INFO : Epoch 1606 | loss: 0.0309676 | val_loss: 0.0313891 | Time: 1676.82 ms [2021-07-05 04:58:56 main:574] : INFO : Epoch 1607 | loss: 0.0309679 | val_loss: 0.0313788 | Time: 1640.53 ms [2021-07-05 04:58:58 main:574] : INFO : Epoch 1608 | loss: 0.0309631 | val_loss: 0.0313549 | Time: 1674.61 ms [2021-07-05 04:59:00 main:574] : INFO : Epoch 1609 | loss: 0.0309614 | val_loss: 0.0313641 | Time: 1646.3 ms [2021-07-05 04:59:01 main:574] : INFO : Epoch 1610 | loss: 0.0310689 | val_loss: 0.0312668 | Time: 1627.01 ms [2021-07-05 04:59:03 main:574] : INFO : Epoch 1611 | loss: 0.0310669 | val_loss: 0.0312475 | Time: 1668.13 ms [2021-07-05 04:59:05 main:574] : INFO : Epoch 1612 | loss: 0.0310234 | val_loss: 0.0313105 | Time: 1649.34 ms [2021-07-05 04:59:06 main:574] : INFO : Epoch 1613 | loss: 0.0309902 | val_loss: 0.0313641 | Time: 1657.24 ms [2021-07-05 04:59:08 main:574] : INFO : Epoch 1614 | loss: 0.0309723 | val_loss: 0.0313406 | Time: 1621.74 ms [2021-07-05 04:59:10 main:574] : INFO : Epoch 1615 | loss: 0.0309702 | val_loss: 0.0313646 | Time: 1664.68 ms [2021-07-05 04:59:11 main:574] : INFO : Epoch 1616 | loss: 0.0309623 | val_loss: 0.0313693 | Time: 1662.41 ms [2021-07-05 04:59:13 main:574] : INFO : Epoch 1617 | loss: 0.0309601 | val_loss: 0.0313574 | Time: 1621.73 ms [2021-07-05 04:59:15 main:574] : INFO : Epoch 1618 | loss: 0.0309593 | val_loss: 0.0313327 | Time: 1647.88 ms [2021-07-05 04:59:16 main:574] : INFO : Epoch 1619 | loss: 0.0309585 | val_loss: 0.0313453 | Time: 1623.18 ms [2021-07-05 04:59:18 main:574] : INFO : Epoch 1620 | loss: 0.0309527 | val_loss: 0.0313639 | Time: 1624.77 ms [2021-07-05 04:59:20 main:574] : INFO : Epoch 1621 | loss: 0.0309525 | val_loss: 0.031374 | Time: 1648.08 ms [2021-07-05 04:59:21 main:574] : INFO : Epoch 1622 | loss: 0.0309552 | val_loss: 0.0313915 | Time: 1630.24 ms [2021-07-05 04:59:23 main:574] : INFO : Epoch 1623 | loss: 0.0309736 | val_loss: 0.0313854 | Time: 1639.81 ms [2021-07-05 04:59:24 main:574] : INFO : Epoch 1624 | loss: 0.0309787 | val_loss: 0.0313006 | Time: 1640.17 ms [2021-07-05 04:59:26 main:574] : INFO : Epoch 1625 | loss: 0.0309772 | val_loss: 0.0313554 | Time: 1671.47 ms [2021-07-05 04:59:28 main:574] : INFO : Epoch 1626 | loss: 0.0309577 | val_loss: 0.0313725 | Time: 1632.18 ms [2021-07-05 04:59:29 main:574] : INFO : Epoch 1627 | loss: 0.0309602 | val_loss: 0.0313233 | Time: 1619.76 ms [2021-07-05 04:59:31 main:574] : INFO : Epoch 1628 | loss: 0.0309557 | val_loss: 0.0313093 | Time: 1591.41 ms [2021-07-05 04:59:33 main:574] : INFO : Epoch 1629 | loss: 0.0309552 | val_loss: 0.0313523 | Time: 1634.29 ms [2021-07-05 04:59:34 main:574] : INFO : Epoch 1630 | loss: 0.0309567 | val_loss: 0.0313845 | Time: 1618.89 ms [2021-07-05 04:59:36 main:574] : INFO : Epoch 1631 | loss: 0.0309537 | val_loss: 0.031322 | Time: 1644.47 ms [2021-07-05 04:59:38 main:574] : INFO : Epoch 1632 | loss: 0.0309599 | val_loss: 0.0313862 | Time: 1613.98 ms [2021-07-05 04:59:39 main:574] : INFO : Epoch 1633 | loss: 0.0309549 | val_loss: 0.0313479 | Time: 1675.95 ms [2021-07-05 04:59:41 main:574] : INFO : Epoch 1634 | loss: 0.0309531 | val_loss: 0.0313649 | Time: 1624.41 ms [2021-07-05 04:59:42 main:574] : INFO : Epoch 1635 | loss: 0.0309612 | val_loss: 0.0313692 | Time: 1602.84 ms [2021-07-05 04:59:44 main:574] : INFO : Epoch 1636 | loss: 0.0309658 | val_loss: 0.0312982 | Time: 1682.63 ms [2021-07-05 04:59:46 main:574] : INFO : Epoch 1637 | loss: 0.030967 | val_loss: 0.0313315 | Time: 1621.4 ms [2021-07-05 04:59:47 main:574] : INFO : Epoch 1638 | loss: 0.0309531 | val_loss: 0.0313554 | Time: 1631.17 ms [2021-07-05 04:59:49 main:574] : INFO : Epoch 1639 | loss: 0.0310319 | val_loss: 0.0312847 | Time: 1637.7 ms [2021-07-05 04:59:51 main:574] : INFO : Epoch 1640 | loss: 0.0310031 | val_loss: 0.0313304 | Time: 1688.67 ms [2021-07-05 04:59:52 main:574] : INFO : Epoch 1641 | loss: 0.0309708 | val_loss: 0.0313289 | Time: 1692.26 ms [2021-07-05 04:59:54 main:574] : INFO : Epoch 1642 | loss: 0.0309583 | val_loss: 0.0313758 | Time: 1893.91 ms [2021-07-05 04:59:56 main:574] : INFO : Epoch 1643 | loss: 0.0309541 | val_loss: 0.0313757 | Time: 1683.19 ms [2021-07-05 04:59:58 main:574] : INFO : Epoch 1644 | loss: 0.0309652 | val_loss: 0.0313758 | Time: 1684.1 ms [2021-07-05 04:59:59 main:574] : INFO : Epoch 1645 | loss: 0.030964 | val_loss: 0.031332 | Time: 1693.4 ms [2021-07-05 05:00:01 main:574] : INFO : Epoch 1646 | loss: 0.0309865 | val_loss: 0.0312986 | Time: 1661.04 ms [2021-07-05 05:00:03 main:574] : INFO : Epoch 1647 | loss: 0.0309924 | val_loss: 0.0313121 | Time: 1651.18 ms [2021-07-05 05:00:04 main:574] : INFO : Epoch 1648 | loss: 0.030969 | val_loss: 0.0313414 | Time: 1636.41 ms [2021-07-05 05:00:06 main:574] : INFO : Epoch 1649 | loss: 0.0309676 | val_loss: 0.0313574 | Time: 1594.03 ms [2021-07-05 05:00:08 main:574] : INFO : Epoch 1650 | loss: 0.0309634 | val_loss: 0.0313665 | Time: 1573.13 ms [2021-07-05 05:00:09 main:574] : INFO : Epoch 1651 | loss: 0.0309648 | val_loss: 0.0313501 | Time: 1581.09 ms [2021-07-05 05:00:11 main:574] : INFO : Epoch 1652 | loss: 0.0309546 | val_loss: 0.0313473 | Time: 1586.2 ms [2021-07-05 05:00:12 main:574] : INFO : Epoch 1653 | loss: 0.0309519 | val_loss: 0.03135 | Time: 1659.13 ms [2021-07-05 05:00:14 main:574] : INFO : Epoch 1654 | loss: 0.030953 | val_loss: 0.0313697 | Time: 1635.54 ms [2021-07-05 05:00:16 main:574] : INFO : Epoch 1655 | loss: 0.0309791 | val_loss: 0.0313167 | Time: 1597.12 ms [2021-07-05 05:00:17 main:574] : INFO : Epoch 1656 | loss: 0.0309896 | val_loss: 0.031328 | Time: 1659.46 ms [2021-07-05 05:00:19 main:574] : INFO : Epoch 1657 | loss: 0.0309843 | val_loss: 0.031352 | Time: 1681.65 ms [2021-07-05 05:00:21 main:574] : INFO : Epoch 1658 | loss: 0.0309614 | val_loss: 0.0313955 | Time: 1673.36 ms [2021-07-05 05:00:22 main:574] : INFO : Epoch 1659 | loss: 0.0309538 | val_loss: 0.0313825 | Time: 1606.97 ms [2021-07-05 05:00:24 main:574] : INFO : Epoch 1660 | loss: 0.0309601 | val_loss: 0.03134 | Time: 1636.6 ms [2021-07-05 05:00:25 main:574] : INFO : Epoch 1661 | loss: 0.0309608 | val_loss: 0.0313758 | Time: 1583.53 ms [2021-07-05 05:00:27 main:574] : INFO : Epoch 1662 | loss: 0.0309631 | val_loss: 0.0313823 | Time: 1571.51 ms [2021-07-05 05:00:29 main:574] : INFO : Epoch 1663 | loss: 0.0309541 | val_loss: 0.0313403 | Time: 1637.77 ms [2021-07-05 05:00:30 main:574] : INFO : Epoch 1664 | loss: 0.0309674 | val_loss: 0.031351 | Time: 1624.34 ms [2021-07-05 05:00:32 main:574] : INFO : Epoch 1665 | loss: 0.0309627 | val_loss: 0.0313546 | Time: 1679.97 ms [2021-07-05 05:00:34 main:574] : INFO : Epoch 1666 | loss: 0.0309733 | val_loss: 0.03132 | Time: 1725.14 ms [2021-07-05 05:00:35 main:574] : INFO : Epoch 1667 | loss: 0.030988 | val_loss: 0.0313485 | Time: 1684.63 ms [2021-07-05 05:00:37 main:574] : INFO : Epoch 1668 | loss: 0.0309832 | val_loss: 0.0313298 | Time: 1667.88 ms [2021-07-05 05:00:39 main:574] : INFO : Epoch 1669 | loss: 0.0309933 | val_loss: 0.0313282 | Time: 1661.81 ms [2021-07-05 05:00:40 main:574] : INFO : Epoch 1670 | loss: 0.0309704 | val_loss: 0.0313447 | Time: 1685.33 ms [2021-07-05 05:00:42 main:574] : INFO : Epoch 1671 | loss: 0.0309647 | val_loss: 0.0313929 | Time: 1622.24 ms [2021-07-05 05:00:44 main:574] : INFO : Epoch 1672 | loss: 0.030969 | val_loss: 0.03136 | Time: 1593.52 ms [2021-07-05 05:00:45 main:574] : INFO : Epoch 1673 | loss: 0.0309567 | val_loss: 0.0313442 | Time: 1579.75 ms [2021-07-05 05:00:47 main:574] : INFO : Epoch 1674 | loss: 0.0309681 | val_loss: 0.0313717 | Time: 1611.73 ms [2021-07-05 05:00:49 main:574] : INFO : Epoch 1675 | loss: 0.0309583 | val_loss: 0.031348 | Time: 1659.86 ms [2021-07-05 05:00:50 main:574] : INFO : Epoch 1676 | loss: 0.0309495 | val_loss: 0.0313571 | Time: 1687.78 ms [2021-07-05 05:00:52 main:574] : INFO : Epoch 1677 | loss: 0.0309603 | val_loss: 0.0313646 | Time: 1663.69 ms [2021-07-05 05:00:53 main:574] : INFO : Epoch 1678 | loss: 0.0309661 | val_loss: 0.0313938 | Time: 1626.1 ms [2021-07-05 05:00:55 main:574] : INFO : Epoch 1679 | loss: 0.0309592 | val_loss: 0.0313943 | Time: 1641.64 ms [2021-07-05 05:00:57 main:574] : INFO : Epoch 1680 | loss: 0.0309593 | val_loss: 0.0313508 | Time: 1651.31 ms [2021-07-05 05:00:58 main:574] : INFO : Epoch 1681 | loss: 0.0309642 | val_loss: 0.031391 | Time: 1638.71 ms [2021-07-05 05:01:00 main:574] : INFO : Epoch 1682 | loss: 0.0309575 | val_loss: 0.0313711 | Time: 1646.52 ms [2021-07-05 05:01:02 main:574] : INFO : Epoch 1683 | loss: 0.0309538 | val_loss: 0.031369 | Time: 1648.8 ms [2021-07-05 05:01:03 main:574] : INFO : Epoch 1684 | loss: 0.0309552 | val_loss: 0.0313479 | Time: 1619.08 ms [2021-07-05 05:01:05 main:574] : INFO : Epoch 1685 | loss: 0.0309581 | val_loss: 0.0313152 | Time: 1669.48 ms [2021-07-05 05:01:07 main:574] : INFO : Epoch 1686 | loss: 0.0309714 | val_loss: 0.031355 | Time: 1706.73 ms [2021-07-05 05:01:08 main:574] : INFO : Epoch 1687 | loss: 0.0309672 | val_loss: 0.0313487 | Time: 1651.73 ms [2021-07-05 05:01:10 main:574] : INFO : Epoch 1688 | loss: 0.0309631 | val_loss: 0.0313283 | Time: 1651.69 ms [2021-07-05 05:01:12 main:574] : INFO : Epoch 1689 | loss: 0.0309557 | val_loss: 0.0313562 | Time: 1650.64 ms [2021-07-05 05:01:13 main:574] : INFO : Epoch 1690 | loss: 0.0309497 | val_loss: 0.0313926 | Time: 1616.28 ms [2021-07-05 05:01:15 main:574] : INFO : Epoch 1691 | loss: 0.0309539 | val_loss: 0.0313349 | Time: 1592.66 ms [2021-07-05 05:01:17 main:574] : INFO : Epoch 1692 | loss: 0.0309632 | val_loss: 0.0313206 | Time: 1631.89 ms [2021-07-05 05:01:18 main:574] : INFO : Epoch 1693 | loss: 0.0309605 | val_loss: 0.0313434 | Time: 1669.98 ms [2021-07-05 05:01:20 main:574] : INFO : Epoch 1694 | loss: 0.0309628 | val_loss: 0.031377 | Time: 1613.95 ms [2021-07-05 05:01:21 main:574] : INFO : Epoch 1695 | loss: 0.0309772 | val_loss: 0.0313713 | Time: 1640.76 ms [2021-07-05 05:01:23 main:574] : INFO : Epoch 1696 | loss: 0.0309622 | val_loss: 0.0313615 | Time: 1689.41 ms [2021-07-05 05:01:25 main:574] : INFO : Epoch 1697 | loss: 0.0309632 | val_loss: 0.031382 | Time: 1659.36 ms [2021-07-05 05:01:27 main:574] : INFO : Epoch 1698 | loss: 0.0309698 | val_loss: 0.0313499 | Time: 1688.19 ms [2021-07-05 05:01:28 main:574] : INFO : Epoch 1699 | loss: 0.0309618 | val_loss: 0.031328 | Time: 1647.09 ms [2021-07-05 05:01:30 main:574] : INFO : Epoch 1700 | loss: 0.0309482 | val_loss: 0.0313822 | Time: 1641.68 ms [2021-07-05 05:01:31 main:574] : INFO : Epoch 1701 | loss: 0.0309451 | val_loss: 0.0313522 | Time: 1582.2 ms [2021-07-05 05:01:33 main:574] : INFO : Epoch 1702 | loss: 0.0309641 | val_loss: 0.0313603 | Time: 1610.5 ms [2021-07-05 05:01:35 main:574] : INFO : Epoch 1703 | loss: 0.0309608 | val_loss: 0.0312912 | Time: 1667.61 ms [2021-07-05 05:01:36 main:574] : INFO : Epoch 1704 | loss: 0.03097 | val_loss: 0.0313022 | Time: 1583.88 ms [2021-07-05 05:01:38 main:574] : INFO : Epoch 1705 | loss: 0.0309701 | val_loss: 0.0313044 | Time: 1620.31 ms [2021-07-05 05:01:40 main:574] : INFO : Epoch 1706 | loss: 0.030957 | val_loss: 0.0313344 | Time: 1670.15 ms [2021-07-05 05:01:41 main:574] : INFO : Epoch 1707 | loss: 0.0309554 | val_loss: 0.0313346 | Time: 1665.17 ms [2021-07-05 05:01:43 main:574] : INFO : Epoch 1708 | loss: 0.0309563 | val_loss: 0.0313745 | Time: 1692.12 ms [2021-07-05 05:01:45 main:574] : INFO : Epoch 1709 | loss: 0.030961 | val_loss: 0.0313606 | Time: 1676.26 ms [2021-07-05 05:01:46 main:574] : INFO : Epoch 1710 | loss: 0.0309564 | val_loss: 0.0313385 | Time: 1636.05 ms [2021-07-05 05:01:48 main:574] : INFO : Epoch 1711 | loss: 0.0309602 | val_loss: 0.031325 | Time: 1633.95 ms [2021-07-05 05:01:50 main:574] : INFO : Epoch 1712 | loss: 0.0309719 | val_loss: 0.0313174 | Time: 1605.71 ms [2021-07-05 05:01:51 main:574] : INFO : Epoch 1713 | loss: 0.0309797 | val_loss: 0.0312594 | Time: 1625.64 ms [2021-07-05 05:01:53 main:574] : INFO : Epoch 1714 | loss: 0.0310744 | val_loss: 0.0312755 | Time: 1617.56 ms [2021-07-05 05:01:54 main:574] : INFO : Epoch 1715 | loss: 0.0310371 | val_loss: 0.0313084 | Time: 1631.09 ms [2021-07-05 05:01:56 main:574] : INFO : Epoch 1716 | loss: 0.0309904 | val_loss: 0.0313433 | Time: 1680.27 ms [2021-07-05 05:01:58 main:574] : INFO : Epoch 1717 | loss: 0.0309722 | val_loss: 0.0313301 | Time: 1670.13 ms [2021-07-05 05:01:59 main:574] : INFO : Epoch 1718 | loss: 0.0309604 | val_loss: 0.0313504 | Time: 1661.87 ms [2021-07-05 05:02:01 main:574] : INFO : Epoch 1719 | loss: 0.0309651 | val_loss: 0.0313157 | Time: 1639.52 ms [2021-07-05 05:02:03 main:574] : INFO : Epoch 1720 | loss: 0.0309688 | val_loss: 0.0313286 | Time: 1677.46 ms [2021-07-05 05:02:04 main:574] : INFO : Epoch 1721 | loss: 0.0309633 | val_loss: 0.0313484 | Time: 1610.25 ms [2021-07-05 05:02:06 main:574] : INFO : Epoch 1722 | loss: 0.0309624 | val_loss: 0.0313334 | Time: 1601.72 ms [2021-07-05 05:02:08 main:574] : INFO : Epoch 1723 | loss: 0.0309621 | val_loss: 0.0313838 | Time: 1644.18 ms [2021-07-05 05:02:09 main:574] : INFO : Epoch 1724 | loss: 0.0309623 | val_loss: 0.0313662 | Time: 1654.27 ms [2021-07-05 05:02:11 main:574] : INFO : Epoch 1725 | loss: 0.0309588 | val_loss: 0.0313639 | Time: 1642.06 ms [2021-07-05 05:02:13 main:574] : INFO : Epoch 1726 | loss: 0.0309569 | val_loss: 0.031403 | Time: 1609.59 ms [2021-07-05 05:02:14 main:574] : INFO : Epoch 1727 | loss: 0.0309532 | val_loss: 0.031348 | Time: 1656.37 ms [2021-07-05 05:02:16 main:574] : INFO : Epoch 1728 | loss: 0.0309552 | val_loss: 0.0313522 | Time: 1653.84 ms [2021-07-05 05:02:18 main:574] : INFO : Epoch 1729 | loss: 0.0309798 | val_loss: 0.0313267 | Time: 1667.57 ms [2021-07-05 05:02:19 main:574] : INFO : Epoch 1730 | loss: 0.0309691 | val_loss: 0.0313215 | Time: 1621.31 ms [2021-07-05 05:02:21 main:574] : INFO : Epoch 1731 | loss: 0.0309635 | val_loss: 0.0313311 | Time: 1617.17 ms [2021-07-05 05:02:22 main:574] : INFO : Epoch 1732 | loss: 0.0309576 | val_loss: 0.0313361 | Time: 1620.74 ms [2021-07-05 05:02:24 main:574] : INFO : Epoch 1733 | loss: 0.0309599 | val_loss: 0.0314205 | Time: 1676.54 ms [2021-07-05 05:02:26 main:574] : INFO : Epoch 1734 | loss: 0.0309561 | val_loss: 0.0313601 | Time: 1618.77 ms [2021-07-05 05:02:27 main:574] : INFO : Epoch 1735 | loss: 0.0309557 | val_loss: 0.0313483 | Time: 1601.31 ms [2021-07-05 05:02:29 main:574] : INFO : Epoch 1736 | loss: 0.0309613 | val_loss: 0.0313851 | Time: 1641.1 ms [2021-07-05 05:02:31 main:574] : INFO : Epoch 1737 | loss: 0.030986 | val_loss: 0.0313435 | Time: 1680.17 ms [2021-07-05 05:02:32 main:574] : INFO : Epoch 1738 | loss: 0.0309666 | val_loss: 0.0313806 | Time: 1640.82 ms [2021-07-05 05:02:34 main:574] : INFO : Epoch 1739 | loss: 0.0309554 | val_loss: 0.0313674 | Time: 1633.83 ms [2021-07-05 05:02:36 main:574] : INFO : Epoch 1740 | loss: 0.0309497 | val_loss: 0.0313401 | Time: 1644.44 ms [2021-07-05 05:02:37 main:574] : INFO : Epoch 1741 | loss: 0.030958 | val_loss: 0.0313077 | Time: 1615.66 ms [2021-07-05 05:02:39 main:574] : INFO : Epoch 1742 | loss: 0.0309603 | val_loss: 0.0313139 | Time: 1641.62 ms [2021-07-05 05:02:40 main:574] : INFO : Epoch 1743 | loss: 0.0309605 | val_loss: 0.031348 | Time: 1628.73 ms [2021-07-05 05:02:42 main:574] : INFO : Epoch 1744 | loss: 0.0309534 | val_loss: 0.0313448 | Time: 1609.87 ms [2021-07-05 05:02:44 main:574] : INFO : Epoch 1745 | loss: 0.0309568 | val_loss: 0.0313506 | Time: 1612.55 ms [2021-07-05 05:02:45 main:574] : INFO : Epoch 1746 | loss: 0.030966 | val_loss: 0.0313091 | Time: 1641.35 ms [2021-07-05 05:02:47 main:574] : INFO : Epoch 1747 | loss: 0.0309692 | val_loss: 0.0313496 | Time: 1669.1 ms [2021-07-05 05:02:49 main:574] : INFO : Epoch 1748 | loss: 0.0309673 | val_loss: 0.0313524 | Time: 1605.77 ms [2021-07-05 05:02:50 main:574] : INFO : Epoch 1749 | loss: 0.0309675 | val_loss: 0.0313565 | Time: 1614.62 ms [2021-07-05 05:02:52 main:574] : INFO : Epoch 1750 | loss: 0.0309691 | val_loss: 0.0313571 | Time: 1646.98 ms [2021-07-05 05:02:54 main:574] : INFO : Epoch 1751 | loss: 0.0309932 | val_loss: 0.0312941 | Time: 1645.27 ms [2021-07-05 05:02:55 main:574] : INFO : Epoch 1752 | loss: 0.0309771 | val_loss: 0.0313292 | Time: 1646.09 ms [2021-07-05 05:02:57 main:574] : INFO : Epoch 1753 | loss: 0.0309654 | val_loss: 0.0313242 | Time: 1644.9 ms [2021-07-05 05:02:58 main:574] : INFO : Epoch 1754 | loss: 0.0309711 | val_loss: 0.0313358 | Time: 1583.55 ms [2021-07-05 05:03:00 main:574] : INFO : Epoch 1755 | loss: 0.0309647 | val_loss: 0.0313415 | Time: 1605.91 ms [2021-07-05 05:03:02 main:574] : INFO : Epoch 1756 | loss: 0.0309561 | val_loss: 0.0313824 | Time: 1633.76 ms [2021-07-05 05:03:03 main:574] : INFO : Epoch 1757 | loss: 0.0309726 | val_loss: 0.0312922 | Time: 1677.44 ms [2021-07-05 05:03:05 main:574] : INFO : Epoch 1758 | loss: 0.0309729 | val_loss: 0.0313499 | Time: 1654.43 ms [2021-07-05 05:03:07 main:574] : INFO : Epoch 1759 | loss: 0.030959 | val_loss: 0.0313184 | Time: 1625.23 ms [2021-07-05 05:03:08 main:574] : INFO : Epoch 1760 | loss: 0.0309562 | val_loss: 0.0313463 | Time: 1605.25 ms [2021-07-05 05:03:10 main:574] : INFO : Epoch 1761 | loss: 0.0309467 | val_loss: 0.031382 | Time: 1583.74 ms [2021-07-05 05:03:11 main:574] : INFO : Epoch 1762 | loss: 0.0309495 | val_loss: 0.0313538 | Time: 1643.24 ms [2021-07-05 05:03:13 main:574] : INFO : Epoch 1763 | loss: 0.0309479 | val_loss: 0.0313807 | Time: 1653.62 ms [2021-07-05 05:03:15 main:574] : INFO : Epoch 1764 | loss: 0.0309491 | val_loss: 0.0313492 | Time: 1583.7 ms [2021-07-05 05:03:16 main:574] : INFO : Epoch 1765 | loss: 0.0309787 | val_loss: 0.0313352 | Time: 1615.47 ms [2021-07-05 05:03:18 main:574] : INFO : Epoch 1766 | loss: 0.0309717 | val_loss: 0.0313296 | Time: 1602.68 ms [2021-07-05 05:03:20 main:574] : INFO : Epoch 1767 | loss: 0.0309598 | val_loss: 0.0313614 | Time: 1614.56 ms [2021-07-05 05:03:21 main:574] : INFO : Epoch 1768 | loss: 0.0309569 | val_loss: 0.0313393 | Time: 1618.72 ms [2021-07-05 05:03:23 main:574] : INFO : Epoch 1769 | loss: 0.0309671 | val_loss: 0.0313543 | Time: 1645.66 ms [2021-07-05 05:03:24 main:574] : INFO : Epoch 1770 | loss: 0.0309596 | val_loss: 0.0313568 | Time: 1659.8 ms [2021-07-05 05:03:26 main:574] : INFO : Epoch 1771 | loss: 0.030952 | val_loss: 0.0313635 | Time: 1628.22 ms [2021-07-05 05:03:28 main:574] : INFO : Epoch 1772 | loss: 0.0309565 | val_loss: 0.0313569 | Time: 1627.3 ms [2021-07-05 05:03:29 main:574] : INFO : Epoch 1773 | loss: 0.0309557 | val_loss: 0.0313808 | Time: 1632.83 ms [2021-07-05 05:03:31 main:574] : INFO : Epoch 1774 | loss: 0.0309516 | val_loss: 0.0313283 | Time: 1598.19 ms [2021-07-05 05:03:33 main:574] : INFO : Epoch 1775 | loss: 0.0309601 | val_loss: 0.0313873 | Time: 1624.51 ms [2021-07-05 05:03:34 main:574] : INFO : Epoch 1776 | loss: 0.0309656 | val_loss: 0.0313126 | Time: 1629.63 ms [2021-07-05 05:03:36 main:574] : INFO : Epoch 1777 | loss: 0.0309684 | val_loss: 0.0313447 | Time: 1619.84 ms [2021-07-05 05:03:38 main:574] : INFO : Epoch 1778 | loss: 0.0309759 | val_loss: 0.0313446 | Time: 1657.49 ms [2021-07-05 05:03:39 main:574] : INFO : Epoch 1779 | loss: 0.0309737 | val_loss: 0.0313312 | Time: 1637.5 ms [2021-07-05 05:03:41 main:574] : INFO : Epoch 1780 | loss: 0.0309762 | val_loss: 0.0313481 | Time: 1580.58 ms [2021-07-05 05:03:42 main:574] : INFO : Epoch 1781 | loss: 0.03096 | val_loss: 0.0313448 | Time: 1647.64 ms [2021-07-05 05:03:44 main:574] : INFO : Epoch 1782 | loss: 0.0309508 | val_loss: 0.0313685 | Time: 1666.87 ms [2021-07-05 05:03:46 main:574] : INFO : Epoch 1783 | loss: 0.0309478 | val_loss: 0.0313422 | Time: 1593.52 ms [2021-07-05 05:03:47 main:574] : INFO : Epoch 1784 | loss: 0.0309535 | val_loss: 0.0313694 | Time: 1668.19 ms [2021-07-05 05:03:49 main:574] : INFO : Epoch 1785 | loss: 0.0309675 | val_loss: 0.0313641 | Time: 1574.79 ms [2021-07-05 05:03:51 main:574] : INFO : Epoch 1786 | loss: 0.0309679 | val_loss: 0.0313231 | Time: 1629.81 ms [2021-07-05 05:03:52 main:574] : INFO : Epoch 1787 | loss: 0.0309725 | val_loss: 0.0313652 | Time: 1674.89 ms [2021-07-05 05:03:54 main:574] : INFO : Epoch 1788 | loss: 0.0309734 | val_loss: 0.0313443 | Time: 1665.92 ms [2021-07-05 05:03:56 main:574] : INFO : Epoch 1789 | loss: 0.03097 | val_loss: 0.0313842 | Time: 1635.42 ms [2021-07-05 05:03:57 main:574] : INFO : Epoch 1790 | loss: 0.0309564 | val_loss: 0.0313491 | Time: 1618.43 ms [2021-07-05 05:03:59 main:574] : INFO : Epoch 1791 | loss: 0.0309592 | val_loss: 0.0313234 | Time: 1612.05 ms [2021-07-05 05:04:00 main:574] : INFO : Epoch 1792 | loss: 0.0309625 | val_loss: 0.0313172 | Time: 1635.85 ms [2021-07-05 05:04:02 main:574] : INFO : Epoch 1793 | loss: 0.0309652 | val_loss: 0.0313616 | Time: 1656.91 ms [2021-07-05 05:04:04 main:574] : INFO : Epoch 1794 | loss: 0.0309561 | val_loss: 0.0313651 | Time: 1601.54 ms [2021-07-05 05:04:05 main:574] : INFO : Epoch 1795 | loss: 0.0309638 | val_loss: 0.0313735 | Time: 1589.36 ms [2021-07-05 05:04:07 main:574] : INFO : Epoch 1796 | loss: 0.0309788 | val_loss: 0.0313642 | Time: 1615.35 ms [2021-07-05 05:04:09 main:574] : INFO : Epoch 1797 | loss: 0.0309615 | val_loss: 0.0313959 | Time: 1621.2 ms [2021-07-05 05:04:10 main:574] : INFO : Epoch 1798 | loss: 0.0309576 | val_loss: 0.031346 | Time: 1681.95 ms [2021-07-05 05:04:12 main:574] : INFO : Epoch 1799 | loss: 0.0309683 | val_loss: 0.0313258 | Time: 1605.79 ms [2021-07-05 05:04:13 main:574] : INFO : Epoch 1800 | loss: 0.0309753 | val_loss: 0.031344 | Time: 1630.99 ms [2021-07-05 05:04:15 main:574] : INFO : Epoch 1801 | loss: 0.0309666 | val_loss: 0.0313642 | Time: 1634.56 ms [2021-07-05 05:04:17 main:574] : INFO : Epoch 1802 | loss: 0.0309667 | val_loss: 0.031347 | Time: 1617.11 ms [2021-07-05 05:04:18 main:574] : INFO : Epoch 1803 | loss: 0.0309638 | val_loss: 0.031327 | Time: 1652.5 ms [2021-07-05 05:04:20 main:574] : INFO : Epoch 1804 | loss: 0.0309663 | val_loss: 0.0313346 | Time: 1643.15 ms [2021-07-05 05:04:22 main:574] : INFO : Epoch 1805 | loss: 0.0309842 | val_loss: 0.0313436 | Time: 1640.51 ms [2021-07-05 05:04:23 main:574] : INFO : Epoch 1806 | loss: 0.0309853 | val_loss: 0.0313467 | Time: 1616.3 ms [2021-07-05 05:04:25 main:574] : INFO : Epoch 1807 | loss: 0.0309662 | val_loss: 0.031361 | Time: 1649.91 ms [2021-07-05 05:04:27 main:574] : INFO : Epoch 1808 | loss: 0.0309669 | val_loss: 0.0313584 | Time: 1646.66 ms [2021-07-05 05:04:28 main:574] : INFO : Epoch 1809 | loss: 0.0309576 | val_loss: 0.0313569 | Time: 1635.84 ms [2021-07-05 05:04:30 main:574] : INFO : Epoch 1810 | loss: 0.030975 | val_loss: 0.0313144 | Time: 1662.19 ms [2021-07-05 05:04:31 main:574] : INFO : Epoch 1811 | loss: 0.0309784 | val_loss: 0.0313613 | Time: 1636.03 ms [2021-07-05 05:04:33 main:574] : INFO : Epoch 1812 | loss: 0.0309608 | val_loss: 0.0313447 | Time: 1618.92 ms [2021-07-05 05:04:35 main:574] : INFO : Epoch 1813 | loss: 0.0309584 | val_loss: 0.0313432 | Time: 1613.98 ms [2021-07-05 05:04:36 main:574] : INFO : Epoch 1814 | loss: 0.0309596 | val_loss: 0.0313418 | Time: 1595.41 ms [2021-07-05 05:04:38 main:574] : INFO : Epoch 1815 | loss: 0.0309534 | val_loss: 0.031347 | Time: 1621.24 ms [2021-07-05 05:04:40 main:574] : INFO : Epoch 1816 | loss: 0.0309545 | val_loss: 0.0313653 | Time: 1622.85 ms [2021-07-05 05:04:41 main:574] : INFO : Epoch 1817 | loss: 0.030953 | val_loss: 0.0313215 | Time: 1655.83 ms [2021-07-05 05:04:43 main:574] : INFO : Epoch 1818 | loss: 0.030984 | val_loss: 0.03134 | Time: 1681.62 ms [2021-07-05 05:04:45 main:574] : INFO : Epoch 1819 | loss: 0.0309733 | val_loss: 0.0313825 | Time: 1655.2 ms [2021-07-05 05:04:46 main:574] : INFO : Epoch 1820 | loss: 0.0309562 | val_loss: 0.0313571 | Time: 1625.41 ms [2021-07-05 05:04:48 main:574] : INFO : Epoch 1821 | loss: 0.0309592 | val_loss: 0.031387 | Time: 1651.86 ms [2021-07-05 05:04:50 main:574] : INFO : Epoch 1822 | loss: 0.0309571 | val_loss: 0.0313631 | Time: 1658.07 ms [2021-07-05 05:04:51 main:574] : INFO : Epoch 1823 | loss: 0.0309643 | val_loss: 0.0313153 | Time: 1640.97 ms [2021-07-05 05:04:53 main:574] : INFO : Epoch 1824 | loss: 0.0309549 | val_loss: 0.0313632 | Time: 1682.33 ms [2021-07-05 05:04:55 main:574] : INFO : Epoch 1825 | loss: 0.030951 | val_loss: 0.0313633 | Time: 1663.3 ms [2021-07-05 05:04:56 main:574] : INFO : Epoch 1826 | loss: 0.0309562 | val_loss: 0.0313935 | Time: 1674.26 ms [2021-07-05 05:04:58 main:574] : INFO : Epoch 1827 | loss: 0.0309581 | val_loss: 0.0313472 | Time: 1650.51 ms [2021-07-05 05:05:00 main:574] : INFO : Epoch 1828 | loss: 0.0309619 | val_loss: 0.0313821 | Time: 1638.69 ms [2021-07-05 05:05:01 main:574] : INFO : Epoch 1829 | loss: 0.0309608 | val_loss: 0.0313434 | Time: 1697.65 ms [2021-07-05 05:05:03 main:574] : INFO : Epoch 1830 | loss: 0.0309673 | val_loss: 0.0313672 | Time: 1696.7 ms [2021-07-05 05:05:05 main:574] : INFO : Epoch 1831 | loss: 0.0309536 | val_loss: 0.0313748 | Time: 1636.55 ms [2021-07-05 05:05:06 main:574] : INFO : Epoch 1832 | loss: 0.0309718 | val_loss: 0.0313112 | Time: 1623.97 ms [2021-07-05 05:05:08 main:574] : INFO : Epoch 1833 | loss: 0.0309738 | val_loss: 0.0313496 | Time: 1605.6 ms [2021-07-05 05:05:09 main:574] : INFO : Epoch 1834 | loss: 0.0310701 | val_loss: 0.0312991 | Time: 1638.53 ms [2021-07-05 05:05:11 main:574] : INFO : Epoch 1835 | loss: 0.0310309 | val_loss: 0.0312997 | Time: 1658.62 ms [2021-07-05 05:05:13 main:574] : INFO : Epoch 1836 | loss: 0.0309837 | val_loss: 0.0313428 | Time: 1668.16 ms [2021-07-05 05:05:14 main:574] : INFO : Epoch 1837 | loss: 0.0309623 | val_loss: 0.0313484 | Time: 1639.4 ms [2021-07-05 05:05:16 main:574] : INFO : Epoch 1838 | loss: 0.0309573 | val_loss: 0.0313565 | Time: 1626.17 ms [2021-07-05 05:05:18 main:574] : INFO : Epoch 1839 | loss: 0.030958 | val_loss: 0.0313908 | Time: 1658.58 ms [2021-07-05 05:05:19 main:574] : INFO : Epoch 1840 | loss: 0.0309795 | val_loss: 0.0313426 | Time: 1640.51 ms [2021-07-05 05:05:21 main:574] : INFO : Epoch 1841 | loss: 0.0309697 | val_loss: 0.0313669 | Time: 1609.16 ms [2021-07-05 05:05:23 main:574] : INFO : Epoch 1842 | loss: 0.0309604 | val_loss: 0.031337 | Time: 1591.45 ms [2021-07-05 05:05:24 main:574] : INFO : Epoch 1843 | loss: 0.0309581 | val_loss: 0.0313598 | Time: 1625.25 ms [2021-07-05 05:05:26 main:574] : INFO : Epoch 1844 | loss: 0.0309752 | val_loss: 0.0313506 | Time: 1637.8 ms [2021-07-05 05:05:27 main:574] : INFO : Epoch 1845 | loss: 0.0309629 | val_loss: 0.0313456 | Time: 1625.13 ms [2021-07-05 05:05:29 main:574] : INFO : Epoch 1846 | loss: 0.0309604 | val_loss: 0.0313274 | Time: 1639.1 ms [2021-07-05 05:05:31 main:574] : INFO : Epoch 1847 | loss: 0.0309633 | val_loss: 0.0313919 | Time: 1631.4 ms [2021-07-05 05:05:32 main:574] : INFO : Epoch 1848 | loss: 0.0309602 | val_loss: 0.0313481 | Time: 1680.6 ms [2021-07-05 05:05:34 main:574] : INFO : Epoch 1849 | loss: 0.0309543 | val_loss: 0.0313512 | Time: 1656.52 ms [2021-07-05 05:05:36 main:574] : INFO : Epoch 1850 | loss: 0.0309572 | val_loss: 0.0313612 | Time: 1625.13 ms [2021-07-05 05:05:37 main:574] : INFO : Epoch 1851 | loss: 0.0309742 | val_loss: 0.0313681 | Time: 1663.82 ms [2021-07-05 05:05:39 main:574] : INFO : Epoch 1852 | loss: 0.0309774 | val_loss: 0.0313746 | Time: 1629.04 ms [2021-07-05 05:05:41 main:574] : INFO : Epoch 1853 | loss: 0.0309563 | val_loss: 0.0313751 | Time: 1649.33 ms [2021-07-05 05:05:42 main:574] : INFO : Epoch 1854 | loss: 0.0309581 | val_loss: 0.0313823 | Time: 1649.06 ms [2021-07-05 05:05:44 main:574] : INFO : Epoch 1855 | loss: 0.0309597 | val_loss: 0.0313301 | Time: 1630.08 ms [2021-07-05 05:05:46 main:574] : INFO : Epoch 1856 | loss: 0.030958 | val_loss: 0.0313287 | Time: 1675.18 ms [2021-07-05 05:05:47 main:574] : INFO : Epoch 1857 | loss: 0.0309562 | val_loss: 0.0313555 | Time: 1610.83 ms [2021-07-05 05:05:49 main:574] : INFO : Epoch 1858 | loss: 0.0309791 | val_loss: 0.0313813 | Time: 1595.38 ms [2021-07-05 05:05:50 main:574] : INFO : Epoch 1859 | loss: 0.0309555 | val_loss: 0.0313685 | Time: 1623.7 ms [2021-07-05 05:05:52 main:574] : INFO : Epoch 1860 | loss: 0.0309591 | val_loss: 0.0313203 | Time: 1653.16 ms [2021-07-05 05:05:54 main:574] : INFO : Epoch 1861 | loss: 0.0309619 | val_loss: 0.0313644 | Time: 1601.69 ms [2021-07-05 05:05:55 main:574] : INFO : Epoch 1862 | loss: 0.030964 | val_loss: 0.0313382 | Time: 1647.81 ms [2021-07-05 05:05:57 main:574] : INFO : Epoch 1863 | loss: 0.0309614 | val_loss: 0.031324 | Time: 1694.76 ms [2021-07-05 05:05:59 main:574] : INFO : Epoch 1864 | loss: 0.0309542 | val_loss: 0.0313592 | Time: 1663.08 ms [2021-07-05 05:06:00 main:574] : INFO : Epoch 1865 | loss: 0.0309624 | val_loss: 0.0313348 | Time: 1669.56 ms [2021-07-05 05:06:02 main:574] : INFO : Epoch 1866 | loss: 0.0309754 | val_loss: 0.0312906 | Time: 1600.44 ms [2021-07-05 05:06:04 main:574] : INFO : Epoch 1867 | loss: 0.0309992 | val_loss: 0.0313644 | Time: 1605.19 ms [2021-07-05 05:06:05 main:574] : INFO : Epoch 1868 | loss: 0.0309857 | val_loss: 0.0313407 | Time: 1605.81 ms [2021-07-05 05:06:07 main:574] : INFO : Epoch 1869 | loss: 0.0309691 | val_loss: 0.0313335 | Time: 1648.47 ms [2021-07-05 05:06:09 main:574] : INFO : Epoch 1870 | loss: 0.0309608 | val_loss: 0.0313845 | Time: 1666.35 ms [2021-07-05 05:06:10 main:574] : INFO : Epoch 1871 | loss: 0.0309657 | val_loss: 0.0313661 | Time: 1637.59 ms [2021-07-05 05:06:12 main:574] : INFO : Epoch 1872 | loss: 0.0309683 | val_loss: 0.0313537 | Time: 1619.49 ms [2021-07-05 05:06:13 main:574] : INFO : Epoch 1873 | loss: 0.0309651 | val_loss: 0.0313453 | Time: 1685.54 ms [2021-07-05 05:06:15 main:574] : INFO : Epoch 1874 | loss: 0.0309594 | val_loss: 0.0313574 | Time: 1667.39 ms [2021-07-05 05:06:17 main:574] : INFO : Epoch 1875 | loss: 0.0309528 | val_loss: 0.0313479 | Time: 1647.95 ms [2021-07-05 05:06:18 main:574] : INFO : Epoch 1876 | loss: 0.0309591 | val_loss: 0.0313366 | Time: 1679.42 ms [2021-07-05 05:06:20 main:574] : INFO : Epoch 1877 | loss: 0.0309711 | val_loss: 0.0313766 | Time: 1658.53 ms [2021-07-05 05:06:22 main:574] : INFO : Epoch 1878 | loss: 0.0309613 | val_loss: 0.0313338 | Time: 1631.59 ms [2021-07-05 05:06:23 main:574] : INFO : Epoch 1879 | loss: 0.0309509 | val_loss: 0.031361 | Time: 1625.86 ms [2021-07-05 05:06:25 main:574] : INFO : Epoch 1880 | loss: 0.030948 | val_loss: 0.0313637 | Time: 1663.5 ms [2021-07-05 05:06:27 main:574] : INFO : Epoch 1881 | loss: 0.0309432 | val_loss: 0.0313713 | Time: 1609.97 ms [2021-07-05 05:06:28 main:574] : INFO : Epoch 1882 | loss: 0.0309462 | val_loss: 0.031316 | Time: 1635.86 ms [2021-07-05 05:06:30 main:574] : INFO : Epoch 1883 | loss: 0.0309597 | val_loss: 0.0313691 | Time: 1653.37 ms [2021-07-05 05:06:32 main:574] : INFO : Epoch 1884 | loss: 0.0309604 | val_loss: 0.0313315 | Time: 1606.33 ms [2021-07-05 05:06:33 main:574] : INFO : Epoch 1885 | loss: 0.0309552 | val_loss: 0.0313606 | Time: 1600.39 ms [2021-07-05 05:06:35 main:574] : INFO : Epoch 1886 | loss: 0.0309692 | val_loss: 0.0313738 | Time: 1584.44 ms [2021-07-05 05:06:36 main:574] : INFO : Epoch 1887 | loss: 0.030997 | val_loss: 0.0313796 | Time: 1655.26 ms [2021-07-05 05:06:38 main:574] : INFO : Epoch 1888 | loss: 0.0309669 | val_loss: 0.0313484 | Time: 1648.92 ms [2021-07-05 05:06:40 main:574] : INFO : Epoch 1889 | loss: 0.0309589 | val_loss: 0.0313431 | Time: 1578.18 ms [2021-07-05 05:06:41 main:574] : INFO : Epoch 1890 | loss: 0.0309581 | val_loss: 0.0313685 | Time: 1656.12 ms [2021-07-05 05:06:43 main:574] : INFO : Epoch 1891 | loss: 0.0309587 | val_loss: 0.0313468 | Time: 1628.44 ms [2021-07-05 05:06:45 main:574] : INFO : Epoch 1892 | loss: 0.0309553 | val_loss: 0.0313889 | Time: 1607.01 ms [2021-07-05 05:06:46 main:574] : INFO : Epoch 1893 | loss: 0.0309527 | val_loss: 0.0313659 | Time: 1596.76 ms [2021-07-05 05:06:48 main:574] : INFO : Epoch 1894 | loss: 0.0309495 | val_loss: 0.0313553 | Time: 1643.77 ms [2021-07-05 05:06:49 main:574] : INFO : Epoch 1895 | loss: 0.0309595 | val_loss: 0.0313495 | Time: 1624.61 ms [2021-07-05 05:06:51 main:574] : INFO : Epoch 1896 | loss: 0.0309584 | val_loss: 0.0313947 | Time: 1649.3 ms [2021-07-05 05:06:53 main:574] : INFO : Epoch 1897 | loss: 0.0309571 | val_loss: 0.0313688 | Time: 1621.83 ms [2021-07-05 05:06:54 main:574] : INFO : Epoch 1898 | loss: 0.0309528 | val_loss: 0.0313486 | Time: 1657.49 ms [2021-07-05 05:06:56 main:574] : INFO : Epoch 1899 | loss: 0.0309592 | val_loss: 0.0313183 | Time: 1655.15 ms [2021-07-05 05:06:58 main:574] : INFO : Epoch 1900 | loss: 0.0309601 | val_loss: 0.0313179 | Time: 1630.89 ms [2021-07-05 05:06:59 main:574] : INFO : Epoch 1901 | loss: 0.0310109 | val_loss: 0.0313203 | Time: 1616.18 ms [2021-07-05 05:07:01 main:574] : INFO : Epoch 1902 | loss: 0.0309805 | val_loss: 0.0313544 | Time: 1644.61 ms [2021-07-05 05:07:03 main:574] : INFO : Epoch 1903 | loss: 0.0309705 | val_loss: 0.0314215 | Time: 1646.76 ms [2021-07-05 05:07:04 main:574] : INFO : Epoch 1904 | loss: 0.0309679 | val_loss: 0.0313485 | Time: 1692.64 ms [2021-07-05 05:07:06 main:574] : INFO : Epoch 1905 | loss: 0.0309575 | val_loss: 0.0313701 | Time: 1627.89 ms [2021-07-05 05:07:08 main:574] : INFO : Epoch 1906 | loss: 0.0309534 | val_loss: 0.0313604 | Time: 1653.15 ms [2021-07-05 05:07:09 main:574] : INFO : Epoch 1907 | loss: 0.0309586 | val_loss: 0.0313547 | Time: 1627.85 ms [2021-07-05 05:07:11 main:574] : INFO : Epoch 1908 | loss: 0.0309583 | val_loss: 0.0313624 | Time: 1640.62 ms [2021-07-05 05:07:13 main:574] : INFO : Epoch 1909 | loss: 0.0309711 | val_loss: 0.0313262 | Time: 1644.43 ms [2021-07-05 05:07:14 main:574] : INFO : Epoch 1910 | loss: 0.0309825 | val_loss: 0.0313508 | Time: 1622.57 ms [2021-07-05 05:07:16 main:574] : INFO : Epoch 1911 | loss: 0.0309774 | val_loss: 0.0313414 | Time: 1666.28 ms [2021-07-05 05:07:17 main:574] : INFO : Epoch 1912 | loss: 0.030965 | val_loss: 0.0313451 | Time: 1680.24 ms [2021-07-05 05:07:19 main:574] : INFO : Epoch 1913 | loss: 0.0309559 | val_loss: 0.0313717 | Time: 1681.02 ms [2021-07-05 05:07:21 main:574] : INFO : Epoch 1914 | loss: 0.0309462 | val_loss: 0.0313795 | Time: 1705.09 ms [2021-07-05 05:07:23 main:574] : INFO : Epoch 1915 | loss: 0.0309519 | val_loss: 0.0313315 | Time: 1649.73 ms [2021-07-05 05:07:24 main:574] : INFO : Epoch 1916 | loss: 0.0309634 | val_loss: 0.0313488 | Time: 1643.46 ms [2021-07-05 05:07:26 main:574] : INFO : Epoch 1917 | loss: 0.0309627 | val_loss: 0.0313456 | Time: 1643.7 ms [2021-07-05 05:07:27 main:574] : INFO : Epoch 1918 | loss: 0.0309615 | val_loss: 0.0313744 | Time: 1658.31 ms [2021-07-05 05:07:29 main:574] : INFO : Epoch 1919 | loss: 0.0309593 | val_loss: 0.0313791 | Time: 1616.38 ms [2021-07-05 05:07:31 main:574] : INFO : Epoch 1920 | loss: 0.0309606 | val_loss: 0.0313799 | Time: 1558.91 ms [2021-07-05 05:07:32 main:574] : INFO : Epoch 1921 | loss: 0.0309706 | val_loss: 0.0313671 | Time: 1604.84 ms [2021-07-05 05:07:34 main:574] : INFO : Epoch 1922 | loss: 0.0309697 | val_loss: 0.0313204 | Time: 1623.26 ms [2021-07-05 05:07:36 main:574] : INFO : Epoch 1923 | loss: 0.030967 | val_loss: 0.0313292 | Time: 1608.66 ms [2021-07-05 05:07:37 main:574] : INFO : Epoch 1924 | loss: 0.0309628 | val_loss: 0.0313396 | Time: 1635.86 ms [2021-07-05 05:07:39 main:574] : INFO : Epoch 1925 | loss: 0.030959 | val_loss: 0.0313635 | Time: 1649.39 ms [2021-07-05 05:07:40 main:574] : INFO : Epoch 1926 | loss: 0.0309601 | val_loss: 0.0313848 | Time: 1611.84 ms [2021-07-05 05:07:42 main:574] : INFO : Epoch 1927 | loss: 0.0309582 | val_loss: 0.0313449 | Time: 1626.91 ms [2021-07-05 05:07:44 main:574] : INFO : Epoch 1928 | loss: 0.0309597 | val_loss: 0.0313823 | Time: 1629.86 ms [2021-07-05 05:07:45 main:574] : INFO : Epoch 1929 | loss: 0.0309552 | val_loss: 0.0313673 | Time: 1614.62 ms [2021-07-05 05:07:47 main:574] : INFO : Epoch 1930 | loss: 0.0309562 | val_loss: 0.031385 | Time: 1624.94 ms [2021-07-05 05:07:49 main:574] : INFO : Epoch 1931 | loss: 0.0309589 | val_loss: 0.0313866 | Time: 1658.98 ms [2021-07-05 05:07:50 main:574] : INFO : Epoch 1932 | loss: 0.0309556 | val_loss: 0.0313467 | Time: 1618.99 ms [2021-07-05 05:07:52 main:574] : INFO : Epoch 1933 | loss: 0.0309613 | val_loss: 0.0313374 | Time: 1652.92 ms [2021-07-05 05:07:54 main:574] : INFO : Epoch 1934 | loss: 0.0309648 | val_loss: 0.0313233 | Time: 1651.84 ms [2021-07-05 05:07:55 main:574] : INFO : Epoch 1935 | loss: 0.0309693 | val_loss: 0.0313509 | Time: 1670.52 ms [2021-07-05 05:07:57 main:574] : INFO : Epoch 1936 | loss: 0.0309641 | val_loss: 0.03136 | Time: 1645.87 ms [2021-07-05 05:07:59 main:574] : INFO : Epoch 1937 | loss: 0.0309557 | val_loss: 0.0313606 | Time: 1671.25 ms [2021-07-05 05:08:00 main:574] : INFO : Epoch 1938 | loss: 0.0309613 | val_loss: 0.0314085 | Time: 1618.61 ms [2021-07-05 05:08:02 main:574] : INFO : Epoch 1939 | loss: 0.0309656 | val_loss: 0.0313337 | Time: 1664.51 ms [2021-07-05 05:08:03 main:574] : INFO : Epoch 1940 | loss: 0.0309564 | val_loss: 0.031353 | Time: 1642.73 ms [2021-07-05 05:08:05 main:574] : INFO : Epoch 1941 | loss: 0.0309557 | val_loss: 0.0313384 | Time: 1636.03 ms [2021-07-05 05:08:07 main:574] : INFO : Epoch 1942 | loss: 0.0309928 | val_loss: 0.0312877 | Time: 1662.8 ms [2021-07-05 05:08:08 main:574] : INFO : Epoch 1943 | loss: 0.0310534 | val_loss: 0.0313301 | Time: 1603.33 ms [2021-07-05 05:08:10 main:574] : INFO : Epoch 1944 | loss: 0.0310082 | val_loss: 0.0313573 | Time: 1641.58 ms [2021-07-05 05:08:12 main:574] : INFO : Epoch 1945 | loss: 0.0309701 | val_loss: 0.0313573 | Time: 1621.84 ms [2021-07-05 05:08:13 main:574] : INFO : Epoch 1946 | loss: 0.0309586 | val_loss: 0.0313666 | Time: 1605.54 ms [2021-07-05 05:08:15 main:574] : INFO : Epoch 1947 | loss: 0.0309478 | val_loss: 0.0313519 | Time: 1637.55 ms [2021-07-05 05:08:17 main:574] : INFO : Epoch 1948 | loss: 0.03095 | val_loss: 0.0313818 | Time: 1638.36 ms [2021-07-05 05:08:18 main:574] : INFO : Epoch 1949 | loss: 0.0310361 | val_loss: 0.0312791 | Time: 1641.13 ms [2021-07-05 05:08:20 main:574] : INFO : Epoch 1950 | loss: 0.0310139 | val_loss: 0.0313382 | Time: 1711.1 ms [2021-07-05 05:08:21 main:574] : INFO : Epoch 1951 | loss: 0.0309816 | val_loss: 0.0313841 | Time: 1588.6 ms [2021-07-05 05:08:23 main:574] : INFO : Epoch 1952 | loss: 0.0309726 | val_loss: 0.0313572 | Time: 1599.31 ms [2021-07-05 05:08:25 main:574] : INFO : Epoch 1953 | loss: 0.0309606 | val_loss: 0.0313507 | Time: 1677.75 ms [2021-07-05 05:08:26 main:574] : INFO : Epoch 1954 | loss: 0.0309633 | val_loss: 0.0313789 | Time: 1623.59 ms [2021-07-05 05:08:28 main:574] : INFO : Epoch 1955 | loss: 0.0309588 | val_loss: 0.0313208 | Time: 1624.87 ms [2021-07-05 05:08:30 main:574] : INFO : Epoch 1956 | loss: 0.0309574 | val_loss: 0.0313733 | Time: 1634.46 ms [2021-07-05 05:08:31 main:574] : INFO : Epoch 1957 | loss: 0.0309701 | val_loss: 0.0313658 | Time: 1657.95 ms [2021-07-05 05:08:33 main:574] : INFO : Epoch 1958 | loss: 0.0309763 | val_loss: 0.0312997 | Time: 1630.87 ms [2021-07-05 05:08:35 main:574] : INFO : Epoch 1959 | loss: 0.030974 | val_loss: 0.0313583 | Time: 1633.7 ms [2021-07-05 05:08:36 main:574] : INFO : Epoch 1960 | loss: 0.0309609 | val_loss: 0.0313558 | Time: 1661.04 ms [2021-07-05 05:08:38 main:574] : INFO : Epoch 1961 | loss: 0.0309564 | val_loss: 0.0313737 | Time: 1602.9 ms [2021-07-05 05:08:39 main:574] : INFO : Epoch 1962 | loss: 0.0309739 | val_loss: 0.0313253 | Time: 1598.69 ms [2021-07-05 05:08:41 main:574] : INFO : Epoch 1963 | loss: 0.0309769 | val_loss: 0.0313606 | Time: 1668.49 ms [2021-07-05 05:08:43 main:574] : INFO : Epoch 1964 | loss: 0.0309808 | val_loss: 0.0312795 | Time: 1614.79 ms [2021-07-05 05:08:44 main:574] : INFO : Epoch 1965 | loss: 0.0309922 | val_loss: 0.0313478 | Time: 1618.55 ms [2021-07-05 05:08:46 main:574] : INFO : Epoch 1966 | loss: 0.0309836 | val_loss: 0.0313928 | Time: 1616.88 ms [2021-07-05 05:08:48 main:574] : INFO : Epoch 1967 | loss: 0.0309642 | val_loss: 0.0313384 | Time: 1586.54 ms [2021-07-05 05:08:49 main:574] : INFO : Epoch 1968 | loss: 0.0309553 | val_loss: 0.031354 | Time: 1595.3 ms [2021-07-05 05:08:51 main:574] : INFO : Epoch 1969 | loss: 0.0309558 | val_loss: 0.0313181 | Time: 1615.81 ms [2021-07-05 05:08:52 main:574] : INFO : Epoch 1970 | loss: 0.0309638 | val_loss: 0.0313186 | Time: 1628.86 ms [2021-07-05 05:08:54 main:574] : INFO : Epoch 1971 | loss: 0.0309673 | val_loss: 0.0313848 | Time: 1662.92 ms [2021-07-05 05:08:56 main:574] : INFO : Epoch 1972 | loss: 0.0309657 | val_loss: 0.0313403 | Time: 1625.55 ms [2021-07-05 05:08:57 main:574] : INFO : Epoch 1973 | loss: 0.0309552 | val_loss: 0.0313699 | Time: 1681.86 ms [2021-07-05 05:08:59 main:574] : INFO : Epoch 1974 | loss: 0.0309612 | val_loss: 0.0313394 | Time: 1678.91 ms [2021-07-05 05:09:01 main:574] : INFO : Epoch 1975 | loss: 0.0309543 | val_loss: 0.0313248 | Time: 1676.98 ms [2021-07-05 05:09:02 main:574] : INFO : Epoch 1976 | loss: 0.0309545 | val_loss: 0.0313425 | Time: 1636.03 ms [2021-07-05 05:09:04 main:574] : INFO : Epoch 1977 | loss: 0.0309654 | val_loss: 0.0312885 | Time: 1620.41 ms [2021-07-05 05:09:06 main:574] : INFO : Epoch 1978 | loss: 0.0309619 | val_loss: 0.0313264 | Time: 1633.21 ms [2021-07-05 05:09:07 main:574] : INFO : Epoch 1979 | loss: 0.0309655 | val_loss: 0.0313562 | Time: 1626.64 ms [2021-07-05 05:09:09 main:574] : INFO : Epoch 1980 | loss: 0.0309588 | val_loss: 0.0313543 | Time: 1581.62 ms [2021-07-05 05:09:10 main:574] : INFO : Epoch 1981 | loss: 0.0309514 | val_loss: 0.0313551 | Time: 1588.4 ms [2021-07-05 05:09:12 main:574] : INFO : Epoch 1982 | loss: 0.0309497 | val_loss: 0.0313639 | Time: 1639.33 ms [2021-07-05 05:09:14 main:574] : INFO : Epoch 1983 | loss: 0.0309489 | val_loss: 0.0313642 | Time: 1676.71 ms [2021-07-05 05:09:15 main:574] : INFO : Epoch 1984 | loss: 0.0309705 | val_loss: 0.0313601 | Time: 1685.52 ms [2021-07-05 05:09:17 main:574] : INFO : Epoch 1985 | loss: 0.030968 | val_loss: 0.0313508 | Time: 1705.74 ms [2021-07-05 05:09:19 main:574] : INFO : Epoch 1986 | loss: 0.0309578 | val_loss: 0.0313566 | Time: 1621.29 ms [2021-07-05 05:09:20 main:574] : INFO : Epoch 1987 | loss: 0.0309496 | val_loss: 0.0313907 | Time: 1623.09 ms [2021-07-05 05:09:22 main:574] : INFO : Epoch 1988 | loss: 0.0309648 | val_loss: 0.0313107 | Time: 1611.97 ms [2021-07-05 05:09:24 main:574] : INFO : Epoch 1989 | loss: 0.0309778 | val_loss: 0.0313873 | Time: 1622.34 ms [2021-07-05 05:09:25 main:574] : INFO : Epoch 1990 | loss: 0.0309656 | val_loss: 0.031404 | Time: 1616.3 ms [2021-07-05 05:09:27 main:574] : INFO : Epoch 1991 | loss: 0.0309671 | val_loss: 0.0313786 | Time: 1596.1 ms [2021-07-05 05:09:29 main:574] : INFO : Epoch 1992 | loss: 0.0309644 | val_loss: 0.0313454 | Time: 1696.05 ms [2021-07-05 05:09:30 main:574] : INFO : Epoch 1993 | loss: 0.0309596 | val_loss: 0.0313556 | Time: 1659.94 ms [2021-07-05 05:09:32 main:574] : INFO : Epoch 1994 | loss: 0.0309599 | val_loss: 0.0313937 | Time: 1651.72 ms [2021-07-05 05:09:34 main:574] : INFO : Epoch 1995 | loss: 0.0309619 | val_loss: 0.0313773 | Time: 1639.62 ms [2021-07-05 05:09:35 main:574] : INFO : Epoch 1996 | loss: 0.0309597 | val_loss: 0.0313438 | Time: 1688.62 ms [2021-07-05 05:09:37 main:574] : INFO : Epoch 1997 | loss: 0.030962 | val_loss: 0.0313502 | Time: 1582.17 ms [2021-07-05 05:09:38 main:574] : INFO : Epoch 1998 | loss: 0.0309611 | val_loss: 0.0313234 | Time: 1635.34 ms [2021-07-05 05:09:40 main:574] : INFO : Epoch 1999 | loss: 0.030962 | val_loss: 0.0313617 | Time: 1638.44 ms [2021-07-05 05:09:42 main:574] : INFO : Epoch 2000 | loss: 0.0309642 | val_loss: 0.0313481 | Time: 1640.72 ms [2021-07-05 05:09:43 main:574] : INFO : Epoch 2001 | loss: 0.0309577 | val_loss: 0.0313645 | Time: 1636.73 ms [2021-07-05 05:09:45 main:574] : INFO : Epoch 2002 | loss: 0.0309659 | val_loss: 0.0313492 | Time: 1668.79 ms [2021-07-05 05:09:47 main:574] : INFO : Epoch 2003 | loss: 0.0309621 | val_loss: 0.0313349 | Time: 1619.21 ms [2021-07-05 05:09:48 main:574] : INFO : Epoch 2004 | loss: 0.0309672 | val_loss: 0.0313624 | Time: 1632.97 ms [2021-07-05 05:09:50 main:574] : INFO : Epoch 2005 | loss: 0.0309888 | val_loss: 0.0313541 | Time: 1649.91 ms [2021-07-05 05:09:52 main:574] : INFO : Epoch 2006 | loss: 0.0311357 | val_loss: 0.0312295 | Time: 1635.17 ms [2021-07-05 05:09:53 main:574] : INFO : Epoch 2007 | loss: 0.0311637 | val_loss: 0.0312067 | Time: 1579.74 ms [2021-07-05 05:09:55 main:574] : INFO : Epoch 2008 | loss: 0.0311437 | val_loss: 0.0311914 | Time: 1571.92 ms [2021-07-05 05:09:56 main:574] : INFO : Epoch 2009 | loss: 0.0311281 | val_loss: 0.0311993 | Time: 1569.73 ms [2021-07-05 05:09:58 main:574] : INFO : Epoch 2010 | loss: 0.0311187 | val_loss: 0.0312077 | Time: 1619.43 ms [2021-07-05 05:10:00 main:574] : INFO : Epoch 2011 | loss: 0.0311125 | val_loss: 0.0312091 | Time: 1637.94 ms [2021-07-05 05:10:01 main:574] : INFO : Epoch 2012 | loss: 0.0311034 | val_loss: 0.0312103 | Time: 1687.79 ms [2021-07-05 05:10:03 main:574] : INFO : Epoch 2013 | loss: 0.0310947 | val_loss: 0.0312308 | Time: 1668.58 ms [2021-07-05 05:10:05 main:574] : INFO : Epoch 2014 | loss: 0.0310875 | val_loss: 0.0312242 | Time: 1646.13 ms [2021-07-05 05:10:06 main:574] : INFO : Epoch 2015 | loss: 0.0310772 | val_loss: 0.0312351 | Time: 1641.07 ms [2021-07-05 05:10:08 main:574] : INFO : Epoch 2016 | loss: 0.0310688 | val_loss: 0.031259 | Time: 1647.36 ms [2021-07-05 05:10:10 main:574] : INFO : Epoch 2017 | loss: 0.0310593 | val_loss: 0.031241 | Time: 1604.81 ms [2021-07-05 05:10:11 main:574] : INFO : Epoch 2018 | loss: 0.0310489 | val_loss: 0.0312657 | Time: 1603.11 ms [2021-07-05 05:10:13 main:574] : INFO : Epoch 2019 | loss: 0.0310405 | val_loss: 0.0312805 | Time: 1612.02 ms [2021-07-05 05:10:14 main:574] : INFO : Epoch 2020 | loss: 0.0310238 | val_loss: 0.0312965 | Time: 1604.34 ms [2021-07-05 05:10:16 main:574] : INFO : Epoch 2021 | loss: 0.0310213 | val_loss: 0.0312861 | Time: 1641.12 ms [2021-07-05 05:10:18 main:574] : INFO : Epoch 2022 | loss: 0.0309996 | val_loss: 0.0313119 | Time: 1653.55 ms [2021-07-05 05:10:19 main:574] : INFO : Epoch 2023 | loss: 0.0309818 | val_loss: 0.0313444 | Time: 1665.31 ms [2021-07-05 05:10:21 main:574] : INFO : Epoch 2024 | loss: 0.0309722 | val_loss: 0.0313497 | Time: 1621.09 ms [2021-07-05 05:10:23 main:574] : INFO : Epoch 2025 | loss: 0.0309721 | val_loss: 0.0313329 | Time: 1643.56 ms [2021-07-05 05:10:24 main:574] : INFO : Epoch 2026 | loss: 0.0309703 | val_loss: 0.0313511 | Time: 1663.2 ms [2021-07-05 05:10:26 main:574] : INFO : Epoch 2027 | loss: 0.030982 | val_loss: 0.0313406 | Time: 1625.53 ms [2021-07-05 05:10:28 main:574] : INFO : Epoch 2028 | loss: 0.0309729 | val_loss: 0.0313554 | Time: 1621.5 ms [2021-07-05 05:10:29 main:574] : INFO : Epoch 2029 | loss: 0.0309678 | val_loss: 0.0313776 | Time: 1595.75 ms [2021-07-05 05:10:31 main:574] : INFO : Epoch 2030 | loss: 0.0309656 | val_loss: 0.0313478 | Time: 1636.26 ms [2021-07-05 05:10:32 main:574] : INFO : Epoch 2031 | loss: 0.0309579 | val_loss: 0.0313369 | Time: 1631.16 ms [2021-07-05 05:10:34 main:574] : INFO : Epoch 2032 | loss: 0.0309528 | val_loss: 0.0314012 | Time: 1646.3 ms [2021-07-05 05:10:36 main:574] : INFO : Epoch 2033 | loss: 0.0309623 | val_loss: 0.0313572 | Time: 1649.5 ms [2021-07-05 05:10:37 main:574] : INFO : Epoch 2034 | loss: 0.0309559 | val_loss: 0.0313316 | Time: 1679.01 ms [2021-07-05 05:10:39 main:574] : INFO : Epoch 2035 | loss: 0.0309611 | val_loss: 0.0313726 | Time: 1688.16 ms [2021-07-05 05:10:41 main:574] : INFO : Epoch 2036 | loss: 0.0309626 | val_loss: 0.03133 | Time: 1694.58 ms [2021-07-05 05:10:42 main:574] : INFO : Epoch 2037 | loss: 0.0309608 | val_loss: 0.0313441 | Time: 1595.29 ms [2021-07-05 05:10:44 main:574] : INFO : Epoch 2038 | loss: 0.0309578 | val_loss: 0.0313947 | Time: 1675.6 ms [2021-07-05 05:10:46 main:574] : INFO : Epoch 2039 | loss: 0.0309545 | val_loss: 0.0313512 | Time: 1626.57 ms [2021-07-05 05:10:47 main:574] : INFO : Epoch 2040 | loss: 0.0309657 | val_loss: 0.0313266 | Time: 1638.03 ms [2021-07-05 05:10:49 main:574] : INFO : Epoch 2041 | loss: 0.0309638 | val_loss: 0.0312948 | Time: 1616.65 ms [2021-07-05 05:10:51 main:574] : INFO : Epoch 2042 | loss: 0.0309547 | val_loss: 0.0313527 | Time: 1608.53 ms [2021-07-05 05:10:52 main:574] : INFO : Epoch 2043 | loss: 0.0309602 | val_loss: 0.0314014 | Time: 1602.37 ms [2021-07-05 05:10:54 main:574] : INFO : Epoch 2044 | loss: 0.0309626 | val_loss: 0.0313468 | Time: 1630.35 ms [2021-07-05 05:10:55 main:574] : INFO : Epoch 2045 | loss: 0.0309565 | val_loss: 0.0313291 | Time: 1633.56 ms [2021-07-05 05:10:57 main:574] : INFO : Epoch 2046 | loss: 0.0309587 | val_loss: 0.0313165 | Time: 1596.48 ms [2021-07-05 05:10:59 main:574] : INFO : Epoch 2047 | loss: 0.0309586 | val_loss: 0.031373 | Time: 1634.11 ms [2021-07-05 05:11:00 main:574] : INFO : Epoch 2048 | loss: 0.0309723 | val_loss: 0.0313072 | Time: 1608.54 ms [2021-07-05 05:11:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313072 [2021-07-05 05:11:00 main:603] : INFO : Saving end state to config to file [2021-07-05 05:11:00 main:608] : INFO : Success, exiting.. 05:11:00 (28184): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)