Task 5182107
| Name | ParityMachine-1619584568-9267-0_1 |
| Workunit | 3069991 |
| Created | 12 May 2021, 21:46:55 UTC |
| Sent | 12 May 2021, 23:43:11 UTC |
| Report deadline | 20 May 2021, 23:43:11 UTC |
| Received | 13 May 2021, 1:44:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 1 hours 0 min 27 sec |
| CPU time | 59 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 43 main:574] : INFO : Epoch 1542 | loss: 0.0309904 | val_loss: 0.0312459 | Time: 1769.98 ms [2021-05-12 20:30:45 main:574] : INFO : Epoch 1543 | loss: 0.0309927 | val_loss: 0.031262 | Time: 1774.26 ms [2021-05-12 20:30:47 main:574] : INFO : Epoch 1544 | loss: 0.030993 | val_loss: 0.0312578 | Time: 1775.86 ms [2021-05-12 20:30:49 main:574] : INFO : Epoch 1545 | loss: 0.0309882 | val_loss: 0.0312148 | Time: 1755.3 ms [2021-05-12 20:30:51 main:574] : INFO : Epoch 1546 | loss: 0.0309949 | val_loss: 0.0312436 | Time: 1757.99 ms [2021-05-12 20:30:52 main:574] : INFO : Epoch 1547 | loss: 0.030986 | val_loss: 0.0312453 | Time: 1758.72 ms [2021-05-12 20:30:54 main:574] : INFO : Epoch 1548 | loss: 0.0309822 | val_loss: 0.0312332 | Time: 1762.59 ms [2021-05-12 20:30:56 main:574] : INFO : Epoch 1549 | loss: 0.0309865 | val_loss: 0.0312646 | Time: 1766.66 ms [2021-05-12 20:30:58 main:574] : INFO : Epoch 1550 | loss: 0.03099 | val_loss: 0.0312764 | Time: 1765.93 ms [2021-05-12 20:30:59 main:574] : INFO : Epoch 1551 | loss: 0.0309844 | val_loss: 0.0312524 | Time: 1767.1 ms [2021-05-12 20:31:01 main:574] : INFO : Epoch 1552 | loss: 0.0310058 | val_loss: 0.031247 | Time: 1773.14 ms [2021-05-12 20:31:03 main:574] : INFO : Epoch 1553 | loss: 0.0309872 | val_loss: 0.031234 | Time: 1762.78 ms [2021-05-12 20:31:05 main:574] : INFO : Epoch 1554 | loss: 0.0309904 | val_loss: 0.0312219 | Time: 1748.9 ms [2021-05-12 20:31:06 main:574] : INFO : Epoch 1555 | loss: 0.0309924 | val_loss: 0.0312313 | Time: 1762.14 ms [2021-05-12 20:31:08 main:574] : INFO : Epoch 1556 | loss: 0.0309894 | val_loss: 0.0312537 | Time: 1765.95 ms [2021-05-12 20:31:10 main:574] : INFO : Epoch 1557 | loss: 0.0309821 | val_loss: 0.0312509 | Time: 1778.31 ms [2021-05-12 20:31:12 main:574] : INFO : Epoch 1558 | loss: 0.0309942 | val_loss: 0.0312285 | Time: 1749.32 ms [2021-05-12 20:31:13 main:574] : INFO : Epoch 1559 | loss: 0.0309832 | val_loss: 0.0312484 | Time: 1758.89 ms [2021-05-12 20:31:15 main:574] : INFO : Epoch 1560 | loss: 0.0309819 | val_loss: 0.0312591 | Time: 1762.65 ms [2021-05-12 20:31:17 main:574] : INFO : Epoch 1561 | loss: 0.0309881 | val_loss: 0.0312574 | Time: 1761.79 ms [2021-05-12 20:31:19 main:574] : INFO : Epoch 1562 | loss: 0.030985 | val_loss: 0.0312911 | Time: 1765.7 ms [2021-05-12 20:31:21 main:574] : INFO : Epoch 1563 | loss: 0.0309864 | val_loss: 0.0312655 | Time: 1761.91 ms [2021-05-12 20:31:22 main:574] : INFO : Epoch 1564 | loss: 0.0309824 | val_loss: 0.031251 | Time: 1752.48 ms [2021-05-12 20:31:24 main:574] : INFO : Epoch 1565 | loss: 0.0309851 | val_loss: 0.0312423 | Time: 1765.69 ms [2021-05-12 20:31:26 main:574] : INFO : Epoch 1566 | loss: 0.0309988 | val_loss: 0.0312592 | Time: 1768.33 ms [2021-05-12 20:31:28 main:574] : INFO : Epoch 1567 | loss: 0.031006 | val_loss: 0.0312292 | Time: 1757.01 ms [2021-05-12 20:31:29 main:574] : INFO : Epoch 1568 | loss: 0.0309839 | val_loss: 0.0312594 | Time: 1756.11 ms [2021-05-12 20:31:31 main:574] : INFO : Epoch 1569 | loss: 0.0309772 | val_loss: 0.0312576 | Time: 1754.03 ms [2021-05-12 20:31:33 main:574] : INFO : Epoch 1570 | loss: 0.0309735 | val_loss: 0.0312472 | Time: 1769.24 ms [2021-05-12 20:31:35 main:574] : INFO : Epoch 1571 | loss: 0.0309814 | val_loss: 0.0312412 | Time: 1764.35 ms [2021-05-12 20:31:36 main:574] : INFO : Epoch 1572 | loss: 0.0309891 | val_loss: 0.0312105 | Time: 1756.21 ms [2021-05-12 20:31:38 main:574] : INFO : Epoch 1573 | loss: 0.0309988 | val_loss: 0.0312385 | Time: 1761.29 ms [2021-05-12 20:31:40 main:574] : INFO : Epoch 1574 | loss: 0.0309943 | val_loss: 0.0312879 | Time: 1769.2 ms [2021-05-12 20:31:42 main:574] : INFO : Epoch 1575 | loss: 0.0309911 | val_loss: 0.0312699 | Time: 1760.87 ms [2021-05-12 20:31:44 main:574] : INFO : Epoch 1576 | loss: 0.0309888 | val_loss: 0.0312714 | Time: 1764.36 ms [2021-05-12 20:31:45 main:574] : INFO : Epoch 1577 | loss: 0.0309865 | val_loss: 0.0312532 | Time: 1761.88 ms [2021-05-12 20:31:47 main:574] : INFO : Epoch 1578 | loss: 0.0310103 | val_loss: 0.0311889 | Time: 1748.5 ms [2021-05-12 20:31:49 main:574] : INFO : Epoch 1579 | loss: 0.031102 | val_loss: 0.0311855 | Time: 1750.92 ms [2021-05-12 20:31:51 main:574] : INFO : Epoch 1580 | loss: 0.0310769 | val_loss: 0.0312007 | Time: 1751.44 ms [2021-05-12 20:31:52 main:574] : INFO : Epoch 1581 | loss: 0.0310461 | val_loss: 0.031216 | Time: 1760.61 ms [2021-05-12 20:31:54 main:574] : INFO : Epoch 1582 | loss: 0.0310244 | val_loss: 0.0312261 | Time: 1761.78 ms [2021-05-12 20:31:56 main:574] : INFO : Epoch 1583 | loss: 0.0310157 | val_loss: 0.0312414 | Time: 1781.03 ms [2021-05-12 20:31:58 main:574] : INFO : Epoch 1584 | loss: 0.0310013 | val_loss: 0.0312246 | Time: 1753.61 ms [2021-05-12 20:31:59 main:574] : INFO : Epoch 1585 | loss: 0.0309913 | val_loss: 0.0312918 | Time: 1756.73 ms [2021-05-12 20:32:01 main:574] : INFO : Epoch 1586 | loss: 0.0309899 | val_loss: 0.0312596 | Time: 1763.35 ms [2021-05-12 20:32:03 main:574] : INFO : Epoch 1587 | loss: 0.0309889 | val_loss: 0.0312512 | Time: 1762.35 ms [2021-05-12 20:32:05 main:574] : INFO : Epoch 1588 | loss: 0.030987 | val_loss: 0.0312748 | Time: 1755.16 ms [2021-05-12 20:32:06 main:574] : INFO : Epoch 1589 | loss: 0.0309814 | val_loss: 0.0312822 | Time: 1772.95 ms [2021-05-12 20:32:08 main:574] : INFO : Epoch 1590 | loss: 0.0309863 | val_loss: 0.0312639 | Time: 1754.12 ms [2021-05-12 20:32:10 main:574] : INFO : Epoch 1591 | loss: 0.030979 | val_loss: 0.0312468 | Time: 1769.02 ms [2021-05-12 20:32:12 main:574] : INFO : Epoch 1592 | loss: 0.0309831 | val_loss: 0.0312659 | Time: 1767.66 ms [2021-05-12 20:32:14 main:574] : INFO : Epoch 1593 | loss: 0.0309971 | val_loss: 0.031249 | Time: 1759.18 ms [2021-05-12 20:32:15 main:574] : INFO : Epoch 1594 | loss: 0.0309907 | val_loss: 0.0312367 | Time: 1750.74 ms [2021-05-12 20:32:17 main:574] : INFO : Epoch 1595 | loss: 0.0309874 | val_loss: 0.0312429 | Time: 1770.83 ms [2021-05-12 20:32:19 main:574] : INFO : Epoch 1596 | loss: 0.0309883 | val_loss: 0.0312849 | Time: 1753.54 ms [2021-05-12 20:32:21 main:574] : INFO : Epoch 1597 | loss: 0.0309885 | val_loss: 0.0312401 | Time: 1748.41 ms [2021-05-12 20:32:22 main:574] : INFO : Epoch 1598 | loss: 0.031007 | val_loss: 0.0312453 | Time: 1767.28 ms [2021-05-12 20:32:24 main:574] : INFO : Epoch 1599 | loss: 0.0309912 | val_loss: 0.0312549 | Time: 1774.34 ms [2021-05-12 20:32:26 main:574] : INFO : Epoch 1600 | loss: 0.0309875 | val_loss: 0.0312339 | Time: 1746.58 ms [2021-05-12 20:32:28 main:574] : INFO : Epoch 1601 | loss: 0.0309858 | val_loss: 0.0312502 | Time: 1765.48 ms [2021-05-12 20:32:29 main:574] : INFO : Epoch 1602 | loss: 0.0309826 | val_loss: 0.0312593 | Time: 1765.07 ms [2021-05-12 20:32:31 main:574] : INFO : Epoch 1603 | loss: 0.0309845 | val_loss: 0.0312662 | Time: 1737.98 ms [2021-05-12 20:32:33 main:574] : INFO : Epoch 1604 | loss: 0.0309931 | val_loss: 0.0312465 | Time: 1754.26 ms [2021-05-12 20:32:35 main:574] : INFO : Epoch 1605 | loss: 0.0309803 | val_loss: 0.0312619 | Time: 1760.14 ms [2021-05-12 20:32:36 main:574] : INFO : Epoch 1606 | loss: 0.0310013 | val_loss: 0.0312345 | Time: 1766.88 ms [2021-05-12 20:32:38 main:574] : INFO : Epoch 1607 | loss: 0.0310044 | val_loss: 0.0312648 | Time: 1768.6 ms [2021-05-12 20:32:40 main:574] : INFO : Epoch 1608 | loss: 0.0309903 | val_loss: 0.0312692 | Time: 1754.81 ms [2021-05-12 20:32:42 main:574] : INFO : Epoch 1609 | loss: 0.0309806 | val_loss: 0.0312311 | Time: 1754.16 ms [2021-05-12 20:32:44 main:574] : INFO : Epoch 1610 | loss: 0.0309878 | val_loss: 0.0312232 | Time: 1767.69 ms [2021-05-12 20:32:45 main:574] : INFO : Epoch 1611 | loss: 0.0309969 | val_loss: 0.0312278 | Time: 1776.51 ms [2021-05-12 20:32:47 main:574] : INFO : Epoch 1612 | loss: 0.0309852 | val_loss: 0.0312446 | Time: 1763.97 ms [2021-05-12 20:32:49 main:574] : INFO : Epoch 1613 | loss: 0.0309845 | val_loss: 0.0312534 | Time: 1774.77 ms [2021-05-12 20:32:51 main:574] : INFO : Epoch 1614 | loss: 0.030988 | val_loss: 0.0312442 | Time: 1763.39 ms [2021-05-12 20:32:52 main:574] : INFO : Epoch 1615 | loss: 0.0309933 | val_loss: 0.0312335 | Time: 1776.22 ms [2021-05-12 20:32:54 main:574] : INFO : Epoch 1616 | loss: 0.0309886 | val_loss: 0.0312354 | Time: 1778.64 ms [2021-05-12 20:32:56 main:574] : INFO : Epoch 1617 | loss: 0.0309829 | val_loss: 0.031256 | Time: 1766 ms [2021-05-12 20:32:58 main:574] : INFO : Epoch 1618 | loss: 0.0309775 | val_loss: 0.0312557 | Time: 1761.8 ms [2021-05-12 20:32:59 main:574] : INFO : Epoch 1619 | loss: 0.0309866 | val_loss: 0.0312491 | Time: 1758.09 ms [2021-05-12 20:33:01 main:574] : INFO : Epoch 1620 | loss: 0.0309923 | val_loss: 0.0312506 | Time: 1757.93 ms [2021-05-12 20:33:03 main:574] : INFO : Epoch 1621 | loss: 0.0309938 | val_loss: 0.0312463 | Time: 1759.24 ms [2021-05-12 20:33:05 main:574] : INFO : Epoch 1622 | loss: 0.0309887 | val_loss: 0.031271 | Time: 1762.88 ms [2021-05-12 20:33:07 main:574] : INFO : Epoch 1623 | loss: 0.0309799 | val_loss: 0.0312495 | Time: 1756.1 ms [2021-05-12 20:33:08 main:574] : INFO : Epoch 1624 | loss: 0.0309781 | val_loss: 0.0312494 | Time: 1761.3 ms [2021-05-12 20:33:10 main:574] : INFO : Epoch 1625 | loss: 0.0309873 | val_loss: 0.031258 | Time: 1764.15 ms [2021-05-12 20:33:12 main:574] : INFO : Epoch 1626 | loss: 0.0309869 | val_loss: 0.031254 | Time: 1759.17 ms [2021-05-12 20:33:14 main:574] : INFO : Epoch 1627 | loss: 0.0309839 | val_loss: 0.0312634 | Time: 1746.61 ms [2021-05-12 20:33:15 main:574] : INFO : Epoch 1628 | loss: 0.030997 | val_loss: 0.0312516 | Time: 1769.19 ms [2021-05-12 20:33:17 main:574] : INFO : Epoch 1629 | loss: 0.0310102 | val_loss: 0.0312688 | Time: 1769.9 ms [2021-05-12 20:33:19 main:574] : INFO : Epoch 1630 | loss: 0.0309921 | val_loss: 0.0312499 | Time: 1766.06 ms [2021-05-12 20:33:21 main:574] : INFO : Epoch 1631 | loss: 0.0309829 | val_loss: 0.0312655 | Time: 1765.24 ms [2021-05-12 20:33:22 main:574] : INFO : Epoch 1632 | loss: 0.0309744 | val_loss: 0.0312462 | Time: 1773.71 ms [2021-05-12 20:33:24 main:574] : INFO : Epoch 1633 | loss: 0.0309767 | val_loss: 0.0312564 | Time: 1762.92 ms [2021-05-12 20:33:26 main:574] : INFO : Epoch 1634 | loss: 0.0309727 | val_loss: 0.0312687 | Time: 1769.25 ms [2021-05-12 20:33:28 main:574] : INFO : Epoch 1635 | loss: 0.0309786 | val_loss: 0.0312527 | Time: 1753.81 ms [2021-05-12 20:33:30 main:574] : INFO : Epoch 1636 | loss: 0.0309881 | val_loss: 0.0312599 | Time: 1766.63 ms [2021-05-12 20:33:31 main:574] : INFO : Epoch 1637 | loss: 0.0309942 | val_loss: 0.0312362 | Time: 1759.41 ms [2021-05-12 20:33:33 main:574] : INFO : Epoch 1638 | loss: 0.03099 | val_loss: 0.0312245 | Time: 1765.19 ms [2021-05-12 20:33:35 main:574] : INFO : Epoch 1639 | loss: 0.0309859 | val_loss: 0.0312646 | Time: 1765.28 ms [2021-05-12 20:33:37 main:574] : INFO : Epoch 1640 | loss: 0.0309759 | val_loss: 0.0312671 | Time: 1754.76 ms [2021-05-12 20:33:38 main:574] : INFO : Epoch 1641 | loss: 0.0309801 | val_loss: 0.031264 | Time: 1768.43 ms [2021-05-12 20:33:40 main:574] : INFO : Epoch 1642 | loss: 0.0309771 | val_loss: 0.0312523 | Time: 1753.61 ms [2021-05-12 20:33:42 main:574] : INFO : Epoch 1643 | loss: 0.0309843 | val_loss: 0.0312655 | Time: 1766.07 ms [2021-05-12 20:33:44 main:574] : INFO : Epoch 1644 | loss: 0.0309859 | val_loss: 0.0312762 | Time: 1761.17 ms [2021-05-12 20:33:45 main:574] : INFO : Epoch 1645 | loss: 0.0309867 | val_loss: 0.0312552 | Time: 1748.74 ms [2021-05-12 20:33:47 main:574] : INFO : Epoch 1646 | loss: 0.0309943 | val_loss: 0.0312677 | Time: 1768.34 ms [2021-05-12 20:33:49 main:574] : INFO : Epoch 1647 | loss: 0.030985 | val_loss: 0.0312386 | Time: 1759.42 ms [2021-05-12 20:33:51 main:574] : INFO : Epoch 1648 | loss: 0.0309784 | val_loss: 0.031263 | Time: 1755.35 ms [2021-05-12 20:33:52 main:574] : INFO : Epoch 1649 | loss: 0.0309738 | val_loss: 0.0312656 | Time: 1774.56 ms [2021-05-12 20:33:54 main:574] : INFO : Epoch 1650 | loss: 0.0309823 | val_loss: 0.0312778 | Time: 1756.94 ms [2021-05-12 20:33:56 main:574] : INFO : Epoch 1651 | loss: 0.0309821 | val_loss: 0.0312665 | Time: 1756.12 ms [2021-05-12 20:33:58 main:574] : INFO : Epoch 1652 | loss: 0.0309777 | val_loss: 0.0312609 | Time: 1772.14 ms [2021-05-12 20:34:00 main:574] : INFO : Epoch 1653 | loss: 0.0309757 | val_loss: 0.0312699 | Time: 1761.41 ms [2021-05-12 20:34:01 main:574] : INFO : Epoch 1654 | loss: 0.0309775 | val_loss: 0.0312435 | Time: 1757.99 ms [2021-05-12 20:34:03 main:574] : INFO : Epoch 1655 | loss: 0.0309815 | val_loss: 0.0312432 | Time: 1767.17 ms [2021-05-12 20:34:05 main:574] : INFO : Epoch 1656 | loss: 0.030985 | val_loss: 0.0312392 | Time: 1772.67 ms [2021-05-12 20:34:07 main:574] : INFO : Epoch 1657 | loss: 0.0309817 | val_loss: 0.0312623 | Time: 1763.31 ms [2021-05-12 20:34:08 main:574] : INFO : Epoch 1658 | loss: 0.0309848 | val_loss: 0.031262 | Time: 1763.36 ms [2021-05-12 20:34:10 main:574] : INFO : Epoch 1659 | loss: 0.0309904 | val_loss: 0.031239 | Time: 1758.77 ms [2021-05-12 20:34:12 main:574] : INFO : Epoch 1660 | loss: 0.0309858 | val_loss: 0.0312579 | Time: 1764.29 ms [2021-05-12 20:34:14 main:574] : INFO : Epoch 1661 | loss: 0.0309751 | val_loss: 0.0312455 | Time: 1762.31 ms [2021-05-12 20:34:15 main:574] : INFO : Epoch 1662 | loss: 0.030987 | val_loss: 0.0312319 | Time: 1760.88 ms [2021-05-12 20:34:17 main:574] : INFO : Epoch 1663 | loss: 0.0309935 | val_loss: 0.0312453 | Time: 1758.5 ms [2021-05-12 20:34:19 main:574] : INFO : Epoch 1664 | loss: 0.0309898 | val_loss: 0.0312542 | Time: 1768.78 ms [2021-05-12 20:34:21 main:574] : INFO : Epoch 1665 | loss: 0.0309882 | val_loss: 0.0312433 | Time: 1764.55 ms [2021-05-12 20:34:23 main:574] : INFO : Epoch 1666 | loss: 0.030984 | val_loss: 0.0312544 | Time: 1759.67 ms [2021-05-12 20:34:24 main:574] : INFO : Epoch 1667 | loss: 0.0309743 | val_loss: 0.0312633 | Time: 1767.44 ms [2021-05-12 20:34:26 main:574] : INFO : Epoch 1668 | loss: 0.0309732 | val_loss: 0.0312675 | Time: 1771.16 ms [2021-05-12 20:34:28 main:574] : INFO : Epoch 1669 | loss: 0.0309755 | val_loss: 0.0312519 | Time: 1762.03 ms [2021-05-12 20:34:30 main:574] : INFO : Epoch 1670 | loss: 0.0310581 | val_loss: 0.0312 | Time: 1760.34 ms [2021-05-12 20:34:31 main:574] : INFO : Epoch 1671 | loss: 0.0310799 | val_loss: 0.0312027 | Time: 1768.85 ms [2021-05-12 20:34:33 main:574] : INFO : Epoch 1672 | loss: 0.0310384 | val_loss: 0.0312389 | Time: 1761.18 ms [2021-05-12 20:34:35 main:574] : INFO : Epoch 1673 | loss: 0.0310024 | val_loss: 0.0312454 | Time: 1770.51 ms [2021-05-12 20:34:37 main:574] : INFO : Epoch 1674 | loss: 0.0309894 | val_loss: 0.0312693 | Time: 1762.58 ms [2021-05-12 20:34:38 main:574] : INFO : Epoch 1675 | loss: 0.0309811 | val_loss: 0.0312545 | Time: 1764.97 ms [2021-05-12 20:34:40 main:574] : INFO : Epoch 1676 | loss: 0.0309748 | val_loss: 0.0312407 | Time: 1768.92 ms [2021-05-12 20:34:42 main:574] : INFO : Epoch 1677 | loss: 0.0309785 | val_loss: 0.0312526 | Time: 1754.48 ms [2021-05-12 20:34:44 main:574] : INFO : Epoch 1678 | loss: 0.0309889 | val_loss: 0.0312573 | Time: 1777.66 ms [2021-05-12 20:34:46 main:574] : INFO : Epoch 1679 | loss: 0.0309808 | val_loss: 0.0312702 | Time: 1772.63 ms [2021-05-12 20:34:47 main:574] : INFO : Epoch 1680 | loss: 0.0309866 | val_loss: 0.0312468 | Time: 1769.09 ms [2021-05-12 20:34:49 main:574] : INFO : Epoch 1681 | loss: 0.030981 | val_loss: 0.0312573 | Time: 1770.65 ms [2021-05-12 20:34:51 main:574] : INFO : Epoch 1682 | loss: 0.03098 | val_loss: 0.0312523 | Time: 1764.84 ms [2021-05-12 20:34:53 main:574] : INFO : Epoch 1683 | loss: 0.0309797 | val_loss: 0.0312584 | Time: 1771.59 ms [2021-05-12 20:34:54 main:574] : INFO : Epoch 1684 | loss: 0.0309845 | val_loss: 0.0312805 | Time: 1762.88 ms [2021-05-12 20:34:56 main:574] : INFO : Epoch 1685 | loss: 0.0309755 | val_loss: 0.0312695 | Time: 1768.62 ms [2021-05-12 20:34:58 main:574] : INFO : Epoch 1686 | loss: 0.03098 | val_loss: 0.0312461 | Time: 1751.72 ms [2021-05-12 20:35:00 main:574] : INFO : Epoch 1687 | loss: 0.0309762 | val_loss: 0.0312609 | Time: 1756.24 ms [2021-05-12 20:35:01 main:574] : INFO : Epoch 1688 | loss: 0.0309805 | val_loss: 0.0312528 | Time: 1755.3 ms [2021-05-12 20:35:03 main:574] : INFO : Epoch 1689 | loss: 0.030976 | val_loss: 0.0312866 | Time: 1763.22 ms [2021-05-12 20:35:05 main:574] : INFO : Epoch 1690 | loss: 0.0309813 | val_loss: 0.0312374 | Time: 1767.45 ms [2021-05-12 20:35:07 main:574] : INFO : Epoch 1691 | loss: 0.0309917 | val_loss: 0.031254 | Time: 1771.06 ms [2021-05-12 20:35:09 main:574] : INFO : Epoch 1692 | loss: 0.0309825 | val_loss: 0.0312381 | Time: 1770.3 ms [2021-05-12 20:35:10 main:574] : INFO : Epoch 1693 | loss: 0.0309897 | val_loss: 0.0312403 | Time: 1766.29 ms [2021-05-12 20:35:12 main:574] : INFO : Epoch 1694 | loss: 0.0309846 | val_loss: 0.0312384 | Time: 1759.05 ms [2021-05-12 20:35:14 main:574] : INFO : Epoch 1695 | loss: 0.0309826 | val_loss: 0.0312565 | Time: 1772.65 ms [2021-05-12 20:35:16 main:574] : INFO : Epoch 1696 | loss: 0.0309747 | val_loss: 0.0312542 | Time: 1765.23 ms [2021-05-12 20:35:17 main:574] : INFO : Epoch 1697 | loss: 0.0309818 | val_loss: 0.0312635 | Time: 1768.03 ms [2021-05-12 20:35:19 main:574] : INFO : Epoch 1698 | loss: 0.0309804 | val_loss: 0.031266 | Time: 1752.67 ms [2021-05-12 20:35:21 main:574] : INFO : Epoch 1699 | loss: 0.0309807 | val_loss: 0.0312567 | Time: 1758.66 ms [2021-05-12 20:35:23 main:574] : INFO : Epoch 1700 | loss: 0.0309798 | val_loss: 0.0312488 | Time: 1756.06 ms [2021-05-12 20:35:24 main:574] : INFO : Epoch 1701 | loss: 0.0309833 | val_loss: 0.0312528 | Time: 1757.14 ms [2021-05-12 20:35:26 main:574] : INFO : Epoch 1702 | loss: 0.0309716 | val_loss: 0.0312623 | Time: 1761.19 ms [2021-05-12 20:35:28 main:574] : INFO : Epoch 1703 | loss: 0.03098 | val_loss: 0.0312513 | Time: 1758.46 ms [2021-05-12 20:35:30 main:574] : INFO : Epoch 1704 | loss: 0.0309868 | val_loss: 0.0312685 | Time: 1752.16 ms [2021-05-12 20:35:32 main:574] : INFO : Epoch 1705 | loss: 0.0309782 | val_loss: 0.0312692 | Time: 1769.55 ms [2021-05-12 20:35:33 main:574] : INFO : Epoch 1706 | loss: 0.03098 | val_loss: 0.0312603 | Time: 1768.05 ms [2021-05-12 20:35:35 main:574] : INFO : Epoch 1707 | loss: 0.0309841 | val_loss: 0.0312459 | Time: 1756 ms [2021-05-12 20:35:37 main:574] : INFO : Epoch 1708 | loss: 0.0309735 | val_loss: 0.0312562 | Time: 1754.27 ms [2021-05-12 20:35:39 main:574] : INFO : Epoch 1709 | loss: 0.0309815 | val_loss: 0.0312369 | Time: 1759.8 ms [2021-05-12 20:35:40 main:574] : INFO : Epoch 1710 | loss: 0.0309844 | val_loss: 0.0312717 | Time: 1758.17 ms [2021-05-12 20:35:42 main:574] : INFO : Epoch 1711 | loss: 0.0309915 | val_loss: 0.0312734 | Time: 1766.35 ms [2021-05-12 20:35:44 main:574] : INFO : Epoch 1712 | loss: 0.0309894 | val_loss: 0.0312809 | Time: 1761.76 ms [2021-05-12 20:35:46 main:574] : INFO : Epoch 1713 | loss: 0.0309967 | val_loss: 0.0312452 | Time: 1751.68 ms [2021-05-12 20:35:47 main:574] : INFO : Epoch 1714 | loss: 0.0309924 | val_loss: 0.0312403 | Time: 1767.68 ms [2021-05-12 20:35:49 main:574] : INFO : Epoch 1715 | loss: 0.0309839 | val_loss: 0.0312587 | Time: 1772.63 ms [2021-05-12 20:35:51 main:574] : INFO : Epoch 1716 | loss: 0.0309816 | val_loss: 0.0312646 | Time: 1760.16 ms [2021-05-12 20:35:53 main:574] : INFO : Epoch 1717 | loss: 0.0309825 | val_loss: 0.0312749 | Time: 1751.54 ms [2021-05-12 20:35:54 main:574] : INFO : Epoch 1718 | loss: 0.0309813 | val_loss: 0.0312491 | Time: 1758.64 ms [2021-05-12 20:35:56 main:574] : INFO : Epoch 1719 | loss: 0.0309838 | val_loss: 0.0312268 | Time: 1756.15 ms [2021-05-12 20:35:58 main:574] : INFO : Epoch 1720 | loss: 0.0309882 | val_loss: 0.0312656 | Time: 1754.47 ms [2021-05-12 20:36:00 main:574] : INFO : Epoch 1721 | loss: 0.0309932 | val_loss: 0.0312452 | Time: 1767.85 ms [2021-05-12 20:36:02 main:574] : INFO : Epoch 1722 | loss: 0.0309967 | val_loss: 0.0312508 | Time: 1771.91 ms [2021-05-12 20:36:03 main:574] : INFO : Epoch 1723 | loss: 0.0309908 | val_loss: 0.0312524 | Time: 1763.09 ms [2021-05-12 20:36:05 main:574] : INFO : Epoch 1724 | loss: 0.030987 | val_loss: 0.0312546 | Time: 1766.66 ms [2021-05-12 20:36:07 main:574] : INFO : Epoch 1725 | loss: 0.0309839 | val_loss: 0.0312881 | Time: 1771.48 ms [2021-05-12 20:36:09 main:574] : INFO : Epoch 1726 | loss: 0.030988 | val_loss: 0.0312696 | Time: 1763.03 ms [2021-05-12 20:36:10 main:574] : INFO : Epoch 1727 | loss: 0.0309838 | val_loss: 0.0312472 | Time: 1774.28 ms [2021-05-12 20:36:12 main:574] : INFO : Epoch 1728 | loss: 0.0309772 | val_loss: 0.0312524 | Time: 1764.63 ms [2021-05-12 20:36:14 main:574] : INFO : Epoch 1729 | loss: 0.0309816 | val_loss: 0.0312594 | Time: 1760.27 ms [2021-05-12 20:36:16 main:574] : INFO : Epoch 1730 | loss: 0.0309921 | val_loss: 0.0312296 | Time: 1768.28 ms [2021-05-12 20:36:17 main:574] : INFO : Epoch 1731 | loss: 0.0309895 | val_loss: 0.031246 | Time: 1760.88 ms [2021-05-12 20:36:19 main:574] : INFO : Epoch 1732 | loss: 0.0309812 | val_loss: 0.0312425 | Time: 1750 ms [2021-05-12 20:36:21 main:574] : INFO : Epoch 1733 | loss: 0.0309808 | val_loss: 0.0312328 | Time: 1764.14 ms [2021-05-12 20:36:23 main:574] : INFO : Epoch 1734 | loss: 0.0309786 | val_loss: 0.0312347 | Time: 1761.53 ms [2021-05-12 20:36:25 main:574] : INFO : Epoch 1735 | loss: 0.0309816 | val_loss: 0.0312693 | Time: 1765.76 ms [2021-05-12 20:36:26 main:574] : INFO : Epoch 1736 | loss: 0.0309843 | val_loss: 0.0312697 | Time: 1761.3 ms [2021-05-12 20:36:28 main:574] : INFO : Epoch 1737 | loss: 0.0309782 | val_loss: 0.0312467 | Time: 1762.69 ms [2021-05-12 20:36:30 main:574] : INFO : Epoch 1738 | loss: 0.0309807 | val_loss: 0.0312478 | Time: 1763.19 ms [2021-05-12 20:36:32 main:574] : INFO : Epoch 1739 | loss: 0.0309824 | val_loss: 0.0312621 | Time: 1752.19 ms [2021-05-12 20:36:33 main:574] : INFO : Epoch 1740 | loss: 0.0309737 | val_loss: 0.0312622 | Time: 1771.45 ms [2021-05-12 20:36:35 main:574] : INFO : Epoch 1741 | loss: 0.0309814 | val_loss: 0.0312706 | Time: 1763.44 ms [2021-05-12 20:36:37 main:574] : INFO : Epoch 1742 | loss: 0.0309886 | val_loss: 0.0312542 | Time: 1763.38 ms [2021-05-12 20:36:39 main:574] : INFO : Epoch 1743 | loss: 0.0309869 | val_loss: 0.031253 | Time: 1769.32 ms [2021-05-12 20:36:40 main:574] : INFO : Epoch 1744 | loss: 0.0309814 | val_loss: 0.0312576 | Time: 1758.12 ms [2021-05-12 20:36:42 main:574] : INFO : Epoch 1745 | loss: 0.0309844 | val_loss: 0.031255 | Time: 1750.88 ms [2021-05-12 20:36:44 main:574] : INFO : Epoch 1746 | loss: 0.0309809 | val_loss: 0.0312319 | Time: 1764.74 ms [2021-05-12 20:36:46 main:574] : INFO : Epoch 1747 | loss: 0.0310164 | val_loss: 0.0312257 | Time: 1772.39 ms [2021-05-12 20:36:48 main:574] : INFO : Epoch 1748 | loss: 0.0310255 | val_loss: 0.0312612 | Time: 1764.25 ms [2021-05-12 20:36:49 main:574] : INFO : Epoch 1749 | loss: 0.0310021 | val_loss: 0.0312368 | Time: 1770.72 ms [2021-05-12 20:36:51 main:574] : INFO : Epoch 1750 | loss: 0.0309907 | val_loss: 0.0312594 | Time: 1748.65 ms [2021-05-12 20:36:53 main:574] : INFO : Epoch 1751 | loss: 0.0309779 | val_loss: 0.0312765 | Time: 1756.84 ms [2021-05-12 20:36:55 main:574] : INFO : Epoch 1752 | loss: 0.0309761 | val_loss: 0.0312531 | Time: 1761.79 ms [2021-05-12 20:36:56 main:574] : INFO : Epoch 1753 | loss: 0.0309722 | val_loss: 0.0312641 | Time: 1754.41 ms [2021-05-12 20:36:58 main:574] : INFO : Epoch 1754 | loss: 0.0309739 | val_loss: 0.0312548 | Time: 1772.11 ms [2021-05-12 20:37:00 main:574] : INFO : Epoch 1755 | loss: 0.030977 | val_loss: 0.03125 | Time: 1771.78 ms [2021-05-12 20:37:02 main:574] : INFO : Epoch 1756 | loss: 0.0309687 | val_loss: 0.031277 | Time: 1750.06 ms [2021-05-12 20:37:03 main:574] : INFO : Epoch 1757 | loss: 0.0309736 | val_loss: 0.0312602 | Time: 1759.28 ms [2021-05-12 20:37:05 main:574] : INFO : Epoch 1758 | loss: 0.0309842 | val_loss: 0.0312481 | Time: 1762.93 ms [2021-05-12 20:37:07 main:574] : INFO : Epoch 1759 | loss: 0.0309839 | val_loss: 0.0312422 | Time: 1778.65 ms [2021-05-12 20:37:09 main:574] : INFO : Epoch 1760 | loss: 0.0309943 | val_loss: 0.0312441 | Time: 1764.55 ms [2021-05-12 20:37:11 main:574] : INFO : Epoch 1761 | loss: 0.0309867 | val_loss: 0.0312512 | Time: 1764.76 ms [2021-05-12 20:37:12 main:574] : INFO : Epoch 1762 | loss: 0.0309851 | val_loss: 0.0312499 | Time: 1762.89 ms [2021-05-12 20:37:14 main:574] : INFO : Epoch 1763 | loss: 0.0309849 | val_loss: 0.0312432 | Time: 1748.69 ms [2021-05-12 20:37:16 main:574] : INFO : Epoch 1764 | loss: 0.0309895 | val_loss: 0.0312454 | Time: 1762.27 ms [2021-05-12 20:37:18 main:574] : INFO : Epoch 1765 | loss: 0.0309913 | val_loss: 0.0312538 | Time: 1770.14 ms [2021-05-12 20:37:19 main:574] : INFO : Epoch 1766 | loss: 0.0309784 | val_loss: 0.031246 | Time: 1765.03 ms [2021-05-12 20:37:21 main:574] : INFO : Epoch 1767 | loss: 0.0309719 | val_loss: 0.0312639 | Time: 1757.13 ms [2021-05-12 20:37:23 main:574] : INFO : Epoch 1768 | loss: 0.0309742 | val_loss: 0.0312741 | Time: 1756.89 ms [2021-05-12 20:37:25 main:574] : INFO : Epoch 1769 | loss: 0.0309723 | val_loss: 0.0312685 | Time: 1766.91 ms [2021-05-12 20:37:26 main:574] : INFO : Epoch 1770 | loss: 0.0309757 | val_loss: 0.0312727 | Time: 1778.12 ms [2021-05-12 20:37:28 main:574] : INFO : Epoch 1771 | loss: 0.0309743 | val_loss: 0.0312601 | Time: 1775.37 ms [2021-05-12 20:37:30 main:574] : INFO : Epoch 1772 | loss: 0.0309812 | val_loss: 0.031266 | Time: 1764.07 ms [2021-05-12 20:37:32 main:574] : INFO : Epoch 1773 | loss: 0.0309941 | val_loss: 0.0312402 | Time: 1772.84 ms [2021-05-12 20:37:33 main:574] : INFO : Epoch 1774 | loss: 0.0310084 | val_loss: 0.0312474 | Time: 1753.44 ms [2021-05-12 20:37:35 main:574] : INFO : Epoch 1775 | loss: 0.0309933 | val_loss: 0.0312577 | Time: 1750.73 ms [2021-05-12 20:37:37 main:574] : INFO : Epoch 1776 | loss: 0.0309866 | val_loss: 0.0312508 | Time: 1762.46 ms [2021-05-12 20:37:39 main:574] : INFO : Epoch 1777 | loss: 0.0309763 | val_loss: 0.0312692 | Time: 1752.86 ms [2021-05-12 20:37:41 main:574] : INFO : Epoch 1778 | loss: 0.0309753 | val_loss: 0.031261 | Time: 1771.18 ms [2021-05-12 20:37:42 main:574] : INFO : Epoch 1779 | loss: 0.0309832 | val_loss: 0.0312613 | Time: 1755.22 ms [2021-05-12 20:37:44 main:574] : INFO : Epoch 1780 | loss: 0.0309884 | val_loss: 0.0312475 | Time: 1753.28 ms [2021-05-12 20:37:46 main:574] : INFO : Epoch 1781 | loss: 0.0309919 | val_loss: 0.031254 | Time: 1779.25 ms [2021-05-12 20:37:48 main:574] : INFO : Epoch 1782 | loss: 0.0310038 | val_loss: 0.0312534 | Time: 1761.94 ms [2021-05-12 20:37:49 main:574] : INFO : Epoch 1783 | loss: 0.0309908 | val_loss: 0.0312528 | Time: 1769.27 ms [2021-05-12 20:37:51 main:574] : INFO : Epoch 1784 | loss: 0.0309811 | val_loss: 0.0312693 | Time: 1776.1 ms [2021-05-12 20:37:53 main:574] : INFO : Epoch 1785 | loss: 0.0309855 | val_loss: 0.0312521 | Time: 1760.71 ms [2021-05-12 20:37:55 main:574] : INFO : Epoch 1786 | loss: 0.0309842 | val_loss: 0.0312686 | Time: 1769.61 ms [2021-05-12 20:37:56 main:574] : INFO : Epoch 1787 | loss: 0.0309832 | val_loss: 0.0312726 | Time: 1763.1 ms [2021-05-12 20:37:58 main:574] : INFO : Epoch 1788 | loss: 0.0309787 | val_loss: 0.0312625 | Time: 1755.16 ms [2021-05-12 20:38:00 main:574] : INFO : Epoch 1789 | loss: 0.0309907 | val_loss: 0.0312734 | Time: 1774.86 ms [2021-05-12 20:38:02 main:574] : INFO : Epoch 1790 | loss: 0.0309828 | val_loss: 0.0312787 | Time: 1755.58 ms [2021-05-12 20:38:04 main:574] : INFO : Epoch 1791 | loss: 0.0309788 | val_loss: 0.0312576 | Time: 1765.6 ms [2021-05-12 20:38:05 main:574] : INFO : Epoch 1792 | loss: 0.0309715 | val_loss: 0.0312766 | Time: 1755.71 ms [2021-05-12 20:38:07 main:574] : INFO : Epoch 1793 | loss: 0.0309717 | val_loss: 0.0312581 | Time: 1767.75 ms [2021-05-12 20:38:09 main:574] : INFO : Epoch 1794 | loss: 0.0309775 | val_loss: 0.0312485 | Time: 1776.88 ms [2021-05-12 20:38:11 main:574] : INFO : Epoch 1795 | loss: 0.0309733 | val_loss: 0.0312579 | Time: 1763.01 ms [2021-05-12 20:38:12 main:574] : INFO : Epoch 1796 | loss: 0.0309775 | val_loss: 0.0312467 | Time: 1781.23 ms [2021-05-12 20:38:14 main:574] : INFO : Epoch 1797 | loss: 0.030979 | val_loss: 0.0312481 | Time: 1776.78 ms [2021-05-12 20:38:16 main:574] : INFO : Epoch 1798 | loss: 0.0309781 | val_loss: 0.0312623 | Time: 1753.65 ms [2021-05-12 20:38:18 main:574] : INFO : Epoch 1799 | loss: 0.0309769 | val_loss: 0.031284 | Time: 1763.32 ms [2021-05-12 20:38:19 main:574] : INFO : Epoch 1800 | loss: 0.030973 | val_loss: 0.0312451 | Time: 1745.87 ms [2021-05-12 20:38:21 main:574] : INFO : Epoch 1801 | loss: 0.0309845 | val_loss: 0.0312573 | Time: 1754.8 ms [2021-05-12 20:38:23 main:574] : INFO : Epoch 1802 | loss: 0.030994 | val_loss: 0.0312723 | Time: 1766.95 ms [2021-05-12 20:38:25 main:574] : INFO : Epoch 1803 | loss: 0.0309803 | val_loss: 0.0312565 | Time: 1760.35 ms [2021-05-12 20:38:27 main:574] : INFO : Epoch 1804 | loss: 0.0309725 | val_loss: 0.0312669 | Time: 1760.49 ms [2021-05-12 20:38:28 main:574] : INFO : Epoch 1805 | loss: 0.030976 | val_loss: 0.0312793 | Time: 1753.93 ms [2021-05-12 20:38:30 main:574] : INFO : Epoch 1806 | loss: 0.0309813 | val_loss: 0.0312757 | Time: 1765.43 ms [2021-05-12 20:38:32 main:574] : INFO : Epoch 1807 | loss: 0.0309846 | val_loss: 0.031228 | Time: 1766.62 ms [2021-05-12 20:38:34 main:574] : INFO : Epoch 1808 | loss: 0.0309814 | val_loss: 0.0312469 | Time: 1752.41 ms [2021-05-12 20:38:35 main:574] : INFO : Epoch 1809 | loss: 0.0309743 | val_loss: 0.0312705 | Time: 1777.11 ms [2021-05-12 20:38:37 main:574] : INFO : Epoch 1810 | loss: 0.0309723 | val_loss: 0.0312473 | Time: 1766.48 ms [2021-05-12 20:38:39 main:574] : INFO : Epoch 1811 | loss: 0.0309876 | val_loss: 0.0312826 | Time: 1750.28 ms [2021-05-12 20:38:41 main:574] : INFO : Epoch 1812 | loss: 0.0309893 | val_loss: 0.0312577 | Time: 1754.51 ms [2021-05-12 20:38:42 main:574] : INFO : Epoch 1813 | loss: 0.0309867 | val_loss: 0.0312582 | Time: 1760.44 ms [2021-05-12 20:38:44 main:574] : INFO : Epoch 1814 | loss: 0.0309816 | val_loss: 0.0312799 | Time: 1773.1 ms [2021-05-12 20:38:46 main:574] : INFO : Epoch 1815 | loss: 0.0309851 | val_loss: 0.0312514 | Time: 1764.1 ms [2021-05-12 20:38:48 main:574] : INFO : Epoch 1816 | loss: 0.0309834 | val_loss: 0.0312685 | Time: 1763.99 ms [2021-05-12 20:38:50 main:574] : INFO : Epoch 1817 | loss: 0.0309807 | val_loss: 0.0312662 | Time: 1771.23 ms [2021-05-12 20:38:51 main:574] : INFO : Epoch 1818 | loss: 0.0309941 | val_loss: 0.0312382 | Time: 1764.63 ms [2021-05-12 20:38:53 main:574] : INFO : Epoch 1819 | loss: 0.0310278 | val_loss: 0.0312356 | Time: 1758.86 ms [2021-05-12 20:38:55 main:574] : INFO : Epoch 1820 | loss: 0.0310019 | val_loss: 0.0312674 | Time: 1752.96 ms [2021-05-12 20:38:57 main:574] : INFO : Epoch 1821 | loss: 0.0309815 | val_loss: 0.0312685 | Time: 1754.64 ms [2021-05-12 20:38:58 main:574] : INFO : Epoch 1822 | loss: 0.0309753 | val_loss: 0.031271 | Time: 1766.22 ms [2021-05-12 20:39:00 main:574] : INFO : Epoch 1823 | loss: 0.0309766 | val_loss: 0.0312713 | Time: 1761.04 ms [2021-05-12 20:39:02 main:574] : INFO : Epoch 1824 | loss: 0.0309743 | val_loss: 0.0312612 | Time: 1761.16 ms [2021-05-12 20:39:04 main:574] : INFO : Epoch 1825 | loss: 0.0309928 | val_loss: 0.0313006 | Time: 1775.54 ms [2021-05-12 20:39:05 main:574] : INFO : Epoch 1826 | loss: 0.0309908 | val_loss: 0.0313023 | Time: 1747.7 ms [2021-05-12 20:39:07 main:574] : INFO : Epoch 1827 | loss: 0.0309846 | val_loss: 0.0312635 | Time: 1760.38 ms [2021-05-12 20:39:09 main:574] : INFO : Epoch 1828 | loss: 0.0309846 | val_loss: 0.0312571 | Time: 1755.76 ms [2021-05-12 20:39:11 main:574] : INFO : Epoch 1829 | loss: 0.0309901 | val_loss: 0.0312951 | Time: 1753.78 ms [2021-05-12 20:39:12 main:574] : INFO : Epoch 1830 | loss: 0.0309843 | val_loss: 0.0312761 | Time: 1767.88 ms [2021-05-12 20:39:14 main:574] : INFO : Epoch 1831 | loss: 0.0309757 | val_loss: 0.0312522 | Time: 1754.09 ms [2021-05-12 20:39:16 main:574] : INFO : Epoch 1832 | loss: 0.0309809 | val_loss: 0.0312861 | Time: 1776.86 ms [2021-05-12 20:39:18 main:574] : INFO : Epoch 1833 | loss: 0.0309798 | val_loss: 0.031258 | Time: 1771.37 ms [2021-05-12 20:39:20 main:574] : INFO : Epoch 1834 | loss: 0.0309706 | val_loss: 0.0312601 | Time: 1762.19 ms [2021-05-12 20:39:21 main:574] : INFO : Epoch 1835 | loss: 0.0309698 | val_loss: 0.0312587 | Time: 1760.4 ms [2021-05-12 20:39:23 main:574] : INFO : Epoch 1836 | loss: 0.030975 | val_loss: 0.0312682 | Time: 1762.7 ms [2021-05-12 20:39:25 main:574] : INFO : Epoch 1837 | loss: 0.0309786 | val_loss: 0.0312694 | Time: 1765.55 ms [2021-05-12 20:39:27 main:574] : INFO : Epoch 1838 | loss: 0.0310001 | val_loss: 0.0312845 | Time: 1763.47 ms [2021-05-12 20:39:28 main:574] : INFO : Epoch 1839 | loss: 0.0309909 | val_loss: 0.0312277 | Time: 1767.89 ms [2021-05-12 20:39:30 main:574] : INFO : Epoch 1840 | loss: 0.0309987 | val_loss: 0.0312356 | Time: 1757.25 ms [2021-05-12 20:39:32 main:574] : INFO : Epoch 1841 | loss: 0.0309918 | val_loss: 0.0312666 | Time: 1757.11 ms [2021-05-12 20:39:34 main:574] : INFO : Epoch 1842 | loss: 0.0309861 | val_loss: 0.0312344 | Time: 1768.03 ms [2021-05-12 20:39:35 main:574] : INFO : Epoch 1843 | loss: 0.0309845 | val_loss: 0.0312384 | Time: 1753.13 ms [2021-05-12 20:39:37 main:574] : INFO : Epoch 1844 | loss: 0.0309792 | val_loss: 0.0312752 | Time: 1760.12 ms [2021-05-12 20:39:39 main:574] : INFO : Epoch 1845 | loss: 0.0309769 | val_loss: 0.0312572 | Time: 1764.88 ms [2021-05-12 20:39:41 main:574] : INFO : Epoch 1846 | loss: 0.030984 | val_loss: 0.0312496 | Time: 1781.33 ms [2021-05-12 20:39:43 main:574] : INFO : Epoch 1847 | loss: 0.030984 | val_loss: 0.0312163 | Time: 1761.52 ms [2021-05-12 20:39:44 main:574] : INFO : Epoch 1848 | loss: 0.0310343 | val_loss: 0.031242 | Time: 1759.22 ms [2021-05-12 20:39:46 main:574] : INFO : Epoch 1849 | loss: 0.0310001 | val_loss: 0.0312506 | Time: 1768.74 ms [2021-05-12 20:39:48 main:574] : INFO : Epoch 1850 | loss: 0.0309864 | val_loss: 0.0312384 | Time: 1773.69 ms [2021-05-12 20:39:50 main:574] : INFO : Epoch 1851 | loss: 0.0310217 | val_loss: 0.0312294 | Time: 1764.65 ms [2021-05-12 20:39:51 main:574] : INFO : Epoch 1852 | loss: 0.0309911 | val_loss: 0.0312557 | Time: 1768.92 ms [2021-05-12 20:39:53 main:574] : INFO : Epoch 1853 | loss: 0.0309758 | val_loss: 0.0312465 | Time: 1761.75 ms [2021-05-12 20:39:55 main:574] : INFO : Epoch 1854 | loss: 0.030976 | val_loss: 0.0312737 | Time: 1766.72 ms [2021-05-12 20:39:57 main:574] : INFO : Epoch 1855 | loss: 0.0309758 | val_loss: 0.0312634 | Time: 1755.34 ms [2021-05-12 20:39:58 main:574] : INFO : Epoch 1856 | loss: 0.0309789 | val_loss: 0.03125 | Time: 1766.36 ms [2021-05-12 20:40:00 main:574] : INFO : Epoch 1857 | loss: 0.0309778 | val_loss: 0.0312944 | Time: 1760.34 ms [2021-05-12 20:40:02 main:574] : INFO : Epoch 1858 | loss: 0.030975 | val_loss: 0.0312606 | Time: 1740.56 ms [2021-05-12 20:40:04 main:574] : INFO : Epoch 1859 | loss: 0.030974 | val_loss: 0.031273 | Time: 1753.18 ms [2021-05-12 20:40:06 main:574] : INFO : Epoch 1860 | loss: 0.0309796 | val_loss: 0.031267 | Time: 1754.7 ms [2021-05-12 20:40:07 main:574] : INFO : Epoch 1861 | loss: 0.0309899 | val_loss: 0.0312662 | Time: 1759.77 ms [2021-05-12 20:40:09 main:574] : INFO : Epoch 1862 | loss: 0.0309815 | val_loss: 0.0312821 | Time: 1751.96 ms [2021-05-12 20:40:11 main:574] : INFO : Epoch 1863 | loss: 0.0309925 | val_loss: 0.0312442 | Time: 1761.81 ms [2021-05-12 20:40:13 main:574] : INFO : Epoch 1864 | loss: 0.0309902 | val_loss: 0.0312718 | Time: 1761.47 ms [2021-05-12 20:40:14 main:574] : INFO : Epoch 1865 | loss: 0.0309828 | val_loss: 0.0312641 | Time: 1762.2 ms [2021-05-12 20:40:16 main:574] : INFO : Epoch 1866 | loss: 0.0309746 | val_loss: 0.0312737 | Time: 1763.82 ms [2021-05-12 20:40:18 main:574] : INFO : Epoch 1867 | loss: 0.0309771 | val_loss: 0.0312723 | Time: 1778.3 ms [2021-05-12 20:40:20 main:574] : INFO : Epoch 1868 | loss: 0.0309799 | val_loss: 0.0313064 | Time: 1772.88 ms [2021-05-12 20:40:21 main:574] : INFO : Epoch 1869 | loss: 0.0309784 | val_loss: 0.0312641 | Time: 1753.89 ms [2021-05-12 20:40:23 main:574] : INFO : Epoch 1870 | loss: 0.0309809 | val_loss: 0.0312888 | Time: 1745.4 ms [2021-05-12 20:40:25 main:574] : INFO : Epoch 1871 | loss: 0.0309822 | val_loss: 0.0312673 | Time: 1762.62 ms [2021-05-12 20:40:27 main:574] : INFO : Epoch 1872 | loss: 0.0309791 | val_loss: 0.0312573 | Time: 1770.79 ms [2021-05-12 20:40:28 main:574] : INFO : Epoch 1873 | loss: 0.0309872 | val_loss: 0.0312381 | Time: 1756.97 ms [2021-05-12 20:40:30 main:574] : INFO : Epoch 1874 | loss: 0.030988 | val_loss: 0.0312644 | Time: 1751.88 ms [2021-05-12 20:40:32 main:574] : INFO : Epoch 1875 | loss: 0.0309835 | val_loss: 0.0312587 | Time: 1761.64 ms [2021-05-12 20:40:34 main:574] : INFO : Epoch 1876 | loss: 0.0309773 | val_loss: 0.031248 | Time: 1757.97 ms [2021-05-12 20:40:36 main:574] : INFO : Epoch 1877 | loss: 0.0309765 | val_loss: 0.0312613 | Time: 1767.33 ms [2021-05-12 20:40:37 main:574] : INFO : Epoch 1878 | loss: 0.0309828 | val_loss: 0.0312553 | Time: 1769.7 ms [2021-05-12 20:40:39 main:574] : INFO : Epoch 1879 | loss: 0.0309852 | val_loss: 0.0312695 | Time: 1751.36 ms [2021-05-12 20:40:41 main:574] : INFO : Epoch 1880 | loss: 0.0309807 | val_loss: 0.0312743 | Time: 1764.31 ms [2021-05-12 20:40:43 main:574] : INFO : Epoch 1881 | loss: 0.030988 | val_loss: 0.0312881 | Time: 1762.8 ms [2021-05-12 20:40:44 main:574] : INFO : Epoch 1882 | loss: 0.030993 | val_loss: 0.0312796 | Time: 1772.69 ms [2021-05-12 20:40:46 main:574] : INFO : Epoch 1883 | loss: 0.0309868 | val_loss: 0.031268 | Time: 1769.37 ms [2021-05-12 20:40:48 main:574] : INFO : Epoch 1884 | loss: 0.0309854 | val_loss: 0.0312494 | Time: 1771.77 ms [2021-05-12 20:40:50 main:574] : INFO : Epoch 1885 | loss: 0.0309821 | val_loss: 0.0312606 | Time: 1764.23 ms [2021-05-12 20:40:51 main:574] : INFO : Epoch 1886 | loss: 0.0309783 | val_loss: 0.0312689 | Time: 1757.43 ms [2021-05-12 20:40:53 main:574] : INFO : Epoch 1887 | loss: 0.0309803 | val_loss: 0.0312527 | Time: 1776.74 ms [2021-05-12 20:40:55 main:574] : INFO : Epoch 1888 | loss: 0.0309781 | val_loss: 0.0312698 | Time: 1761.53 ms [2021-05-12 20:40:57 main:574] : INFO : Epoch 1889 | loss: 0.0309862 | val_loss: 0.031254 | Time: 1771.07 ms [2021-05-12 20:40:59 main:574] : INFO : Epoch 1890 | loss: 0.030987 | val_loss: 0.0312634 | Time: 1753.63 ms [2021-05-12 20:41:00 main:574] : INFO : Epoch 1891 | loss: 0.0309761 | val_loss: 0.031264 | Time: 1772.01 ms [2021-05-12 20:41:02 main:574] : INFO : Epoch 1892 | loss: 0.0309868 | val_loss: 0.0312824 | Time: 1776.29 ms [2021-05-12 20:41:04 main:574] : INFO : Epoch 1893 | loss: 0.0309805 | val_loss: 0.0312581 | Time: 1764.74 ms [2021-05-12 20:41:06 main:574] : INFO : Epoch 1894 | loss: 0.0309812 | val_loss: 0.0312465 | Time: 1754.71 ms [2021-05-12 20:41:07 main:574] : INFO : Epoch 1895 | loss: 0.0309796 | val_loss: 0.0312439 | Time: 1762.56 ms [2021-05-12 20:41:09 main:574] : INFO : Epoch 1896 | loss: 0.0309759 | val_loss: 0.0312786 | Time: 1767.32 ms [2021-05-12 20:41:11 main:574] : INFO : Epoch 1897 | loss: 0.0309776 | val_loss: 0.0312764 | Time: 1754.57 ms [2021-05-12 20:41:13 main:574] : INFO : Epoch 1898 | loss: 0.0309767 | val_loss: 0.0312709 | Time: 1763.73 ms [2021-05-12 20:41:14 main:574] : INFO : Epoch 1899 | loss: 0.030979 | val_loss: 0.0312807 | Time: 1763.73 ms [2021-05-12 20:41:16 main:574] : INFO : Epoch 1900 | loss: 0.0309813 | val_loss: 0.031247 | Time: 1752.93 ms [2021-05-12 20:41:18 main:574] : INFO : Epoch 1901 | loss: 0.0309805 | val_loss: 0.0312416 | Time: 1764.45 ms [2021-05-12 20:41:20 main:574] : INFO : Epoch 1902 | loss: 0.0309786 | val_loss: 0.0312568 | Time: 1755.22 ms [2021-05-12 20:41:22 main:574] : INFO : Epoch 1903 | loss: 0.0309758 | val_loss: 0.0312697 | Time: 1771.67 ms [2021-05-12 20:41:23 main:574] : INFO : Epoch 1904 | loss: 0.0309784 | val_loss: 0.0312686 | Time: 1765.49 ms [2021-05-12 20:41:25 main:574] : INFO : Epoch 1905 | loss: 0.0309839 | val_loss: 0.0312852 | Time: 1755.39 ms [2021-05-12 20:41:27 main:574] : INFO : Epoch 1906 | loss: 0.0309779 | val_loss: 0.0312439 | Time: 1760.3 ms [2021-05-12 20:41:29 main:574] : INFO : Epoch 1907 | loss: 0.0309768 | val_loss: 0.0312749 | Time: 1759.45 ms [2021-05-12 20:41:30 main:574] : INFO : Epoch 1908 | loss: 0.0309806 | val_loss: 0.0312649 | Time: 1755.86 ms [2021-05-12 20:41:32 main:574] : INFO : Epoch 1909 | loss: 0.0309817 | val_loss: 0.0312642 | Time: 1776 ms [2021-05-12 20:41:34 main:574] : INFO : Epoch 1910 | loss: 0.0309819 | val_loss: 0.0312515 | Time: 1769.38 ms [2021-05-12 20:41:36 main:574] : INFO : Epoch 1911 | loss: 0.0309868 | val_loss: 0.031258 | Time: 1765.56 ms [2021-05-12 20:41:37 main:574] : INFO : Epoch 1912 | loss: 0.0309963 | val_loss: 0.0312245 | Time: 1758.81 ms [2021-05-12 20:41:39 main:574] : INFO : Epoch 1913 | loss: 0.0309896 | val_loss: 0.0312646 | Time: 1768.15 ms [2021-05-12 20:41:41 main:574] : INFO : Epoch 1914 | loss: 0.030992 | val_loss: 0.0312659 | Time: 1760.64 ms [2021-05-12 20:41:43 main:574] : INFO : Epoch 1915 | loss: 0.0309928 | val_loss: 0.0312396 | Time: 1763.99 ms [2021-05-12 20:41:45 main:574] : INFO : Epoch 1916 | loss: 0.0309831 | val_loss: 0.0312655 | Time: 1776.71 ms [2021-05-12 20:41:46 main:574] : INFO : Epoch 1917 | loss: 0.0309754 | val_loss: 0.0312729 | Time: 1761.59 ms [2021-05-12 20:41:48 main:574] : INFO : Epoch 1918 | loss: 0.0309791 | val_loss: 0.0312647 | Time: 1750.98 ms [2021-05-12 20:41:50 main:574] : INFO : Epoch 1919 | loss: 0.0309776 | val_loss: 0.0312738 | Time: 1757.8 ms [2021-05-12 20:41:52 main:574] : INFO : Epoch 1920 | loss: 0.0309805 | val_loss: 0.0312692 | Time: 1766.72 ms [2021-05-12 20:41:53 main:574] : INFO : Epoch 1921 | loss: 0.0309933 | val_loss: 0.0312642 | Time: 1769.86 ms [2021-05-12 20:41:55 main:574] : INFO : Epoch 1922 | loss: 0.0309829 | val_loss: 0.0312421 | Time: 1752.19 ms [2021-05-12 20:41:57 main:574] : INFO : Epoch 1923 | loss: 0.0309801 | val_loss: 0.031242 | Time: 1761.26 ms [2021-05-12 20:41:59 main:574] : INFO : Epoch 1924 | loss: 0.0309853 | val_loss: 0.0312631 | Time: 1757.15 ms [2021-05-12 20:42:00 main:574] : INFO : Epoch 1925 | loss: 0.0309822 | val_loss: 0.0312493 | Time: 1752.02 ms [2021-05-12 20:42:02 main:574] : INFO : Epoch 1926 | loss: 0.0309777 | val_loss: 0.0312501 | Time: 1781.83 ms [2021-05-12 20:42:04 main:574] : INFO : Epoch 1927 | loss: 0.0310104 | val_loss: 0.0312485 | Time: 1771.96 ms [2021-05-12 20:42:06 main:574] : INFO : Epoch 1928 | loss: 0.0310081 | val_loss: 0.0312509 | Time: 1769.23 ms [2021-05-12 20:42:08 main:574] : INFO : Epoch 1929 | loss: 0.030996 | val_loss: 0.0312629 | Time: 1770.33 ms [2021-05-12 20:42:09 main:574] : INFO : Epoch 1930 | loss: 0.0309818 | val_loss: 0.0312714 | Time: 1769.66 ms [2021-05-12 20:42:11 main:574] : INFO : Epoch 1931 | loss: 0.0309881 | val_loss: 0.031244 | Time: 1765.59 ms [2021-05-12 20:42:13 main:574] : INFO : Epoch 1932 | loss: 0.0309914 | val_loss: 0.031258 | Time: 1771.99 ms [2021-05-12 20:42:15 main:574] : INFO : Epoch 1933 | loss: 0.0309955 | val_loss: 0.031263 | Time: 1761.04 ms [2021-05-12 20:42:16 main:574] : INFO : Epoch 1934 | loss: 0.0309832 | val_loss: 0.0312663 | Time: 1761.71 ms [2021-05-12 20:42:18 main:574] : INFO : Epoch 1935 | loss: 0.0309787 | val_loss: 0.031251 | Time: 1756 ms [2021-05-12 20:42:20 main:574] : INFO : Epoch 1936 | loss: 0.0309909 | val_loss: 0.0312801 | Time: 1753.66 ms [2021-05-12 20:42:22 main:574] : INFO : Epoch 1937 | loss: 0.0309835 | val_loss: 0.0312777 | Time: 1761.42 ms [2021-05-12 20:42:23 main:574] : INFO : Epoch 1938 | loss: 0.0309858 | val_loss: 0.0312562 | Time: 1759.04 ms [2021-05-12 20:42:25 main:574] : INFO : Epoch 1939 | loss: 0.030971 | val_loss: 0.0312733 | Time: 1775.2 ms [2021-05-12 20:42:27 main:574] : INFO : Epoch 1940 | loss: 0.0309773 | val_loss: 0.0312675 | Time: 1756.49 ms [2021-05-12 20:42:29 main:574] : INFO : Epoch 1941 | loss: 0.0309853 | val_loss: 0.0312493 | Time: 1758.78 ms [2021-05-12 20:42:30 main:574] : INFO : Epoch 1942 | loss: 0.0309845 | val_loss: 0.0312514 | Time: 1756.52 ms [2021-05-12 20:42:32 main:574] : INFO : Epoch 1943 | loss: 0.030982 | val_loss: 0.0312627 | Time: 1764.61 ms [2021-05-12 20:42:34 main:574] : INFO : Epoch 1944 | loss: 0.0309783 | val_loss: 0.0312886 | Time: 1759.09 ms [2021-05-12 20:42:36 main:574] : INFO : Epoch 1945 | loss: 0.0309775 | val_loss: 0.0312469 | Time: 1757.36 ms [2021-05-12 20:42:38 main:574] : INFO : Epoch 1946 | loss: 0.0309808 | val_loss: 0.0312767 | Time: 1763.19 ms [2021-05-12 20:42:39 main:574] : INFO : Epoch 1947 | loss: 0.0309759 | val_loss: 0.0312583 | Time: 1748.36 ms [2021-05-12 20:42:41 main:574] : INFO : Epoch 1948 | loss: 0.0309763 | val_loss: 0.0312603 | Time: 1781.61 ms [2021-05-12 20:42:43 main:574] : INFO : Epoch 1949 | loss: 0.0309774 | val_loss: 0.0312646 | Time: 1784.22 ms [2021-05-12 20:42:45 main:574] : INFO : Epoch 1950 | loss: 0.0309794 | val_loss: 0.0312411 | Time: 1757.85 ms [2021-05-12 20:42:46 main:574] : INFO : Epoch 1951 | loss: 0.0309763 | val_loss: 0.0312548 | Time: 1759.02 ms [2021-05-12 20:42:48 main:574] : INFO : Epoch 1952 | loss: 0.0309772 | val_loss: 0.0312773 | Time: 1758.73 ms [2021-05-12 20:42:50 main:574] : INFO : Epoch 1953 | loss: 0.030979 | val_loss: 0.0312737 | Time: 1759.68 ms [2021-05-12 20:42:52 main:574] : INFO : Epoch 1954 | loss: 0.030982 | val_loss: 0.0312471 | Time: 1776.94 ms [2021-05-12 20:42:53 main:574] : INFO : Epoch 1955 | loss: 0.0309858 | val_loss: 0.0312583 | Time: 1755.59 ms [2021-05-12 20:42:55 main:574] : INFO : Epoch 1956 | loss: 0.0309749 | val_loss: 0.031248 | Time: 1755.95 ms [2021-05-12 20:42:57 main:574] : INFO : Epoch 1957 | loss: 0.030984 | val_loss: 0.0312425 | Time: 1757.12 ms [2021-05-12 20:42:59 main:574] : INFO : Epoch 1958 | loss: 0.0309861 | val_loss: 0.03126 | Time: 1767.71 ms [2021-05-12 20:43:01 main:574] : INFO : Epoch 1959 | loss: 0.030974 | val_loss: 0.0312621 | Time: 1759.6 ms [2021-05-12 20:43:02 main:574] : INFO : Epoch 1960 | loss: 0.0309747 | val_loss: 0.0312584 | Time: 1768.79 ms [2021-05-12 20:43:04 main:574] : INFO : Epoch 1961 | loss: 0.0309794 | val_loss: 0.0312596 | Time: 1761.69 ms [2021-05-12 20:43:06 main:574] : INFO : Epoch 1962 | loss: 0.0309883 | val_loss: 0.0312449 | Time: 1753.51 ms [2021-05-12 20:43:08 main:574] : INFO : Epoch 1963 | loss: 0.0309782 | val_loss: 0.0312865 | Time: 1753.65 ms [2021-05-12 20:43:09 main:574] : INFO : Epoch 1964 | loss: 0.0309783 | val_loss: 0.0312744 | Time: 1749.46 ms [2021-05-12 20:43:11 main:574] : INFO : Epoch 1965 | loss: 0.0309825 | val_loss: 0.0313 | Time: 1756.97 ms [2021-05-12 20:43:13 main:574] : INFO : Epoch 1966 | loss: 0.0309767 | val_loss: 0.0312642 | Time: 1760.7 ms [2021-05-12 20:43:15 main:574] : INFO : Epoch 1967 | loss: 0.0309761 | val_loss: 0.031265 | Time: 1760.74 ms [2021-05-12 20:43:16 main:574] : INFO : Epoch 1968 | loss: 0.0309815 | val_loss: 0.0312309 | Time: 1745.75 ms [2021-05-12 20:43:18 main:574] : INFO : Epoch 1969 | loss: 0.0309845 | val_loss: 0.0312672 | Time: 1774.58 ms [2021-05-12 20:43:20 main:574] : INFO : Epoch 1970 | loss: 0.0309735 | val_loss: 0.0312405 | Time: 1761.6 ms [2021-05-12 20:43:22 main:574] : INFO : Epoch 1971 | loss: 0.0309728 | val_loss: 0.0312584 | Time: 1763.5 ms [2021-05-12 20:43:23 main:574] : INFO : Epoch 1972 | loss: 0.0309734 | val_loss: 0.0313197 | Time: 1765.34 ms [2021-05-12 20:43:25 main:574] : INFO : Epoch 1973 | loss: 0.0309802 | val_loss: 0.0312577 | Time: 1765.32 ms [2021-05-12 20:43:27 main:574] : INFO : Epoch 1974 | loss: 0.0309802 | val_loss: 0.031274 | Time: 1757.13 ms [2021-05-12 20:43:29 main:574] : INFO : Epoch 1975 | loss: 0.0309761 | val_loss: 0.0312829 | Time: 1762.83 ms [2021-05-12 20:43:31 main:574] : INFO : Epoch 1976 | loss: 0.0309773 | val_loss: 0.0312905 | Time: 1757.32 ms [2021-05-12 20:43:32 main:574] : INFO : Epoch 1977 | loss: 0.0309921 | val_loss: 0.0312809 | Time: 1759.14 ms [2021-05-12 20:43:34 main:574] : INFO : Epoch 1978 | loss: 0.0309843 | val_loss: 0.0312508 | Time: 1769.98 ms [2021-05-12 20:43:36 main:574] : INFO : Epoch 1979 | loss: 0.0309755 | val_loss: 0.0312592 | Time: 1772.63 ms [2021-05-12 20:43:38 main:574] : INFO : Epoch 1980 | loss: 0.0309768 | val_loss: 0.0312757 | Time: 1763.64 ms [2021-05-12 20:43:39 main:574] : INFO : Epoch 1981 | loss: 0.0309784 | val_loss: 0.0312841 | Time: 1757.92 ms [2021-05-12 20:43:41 main:574] : INFO : Epoch 1982 | loss: 0.0309807 | val_loss: 0.0312452 | Time: 1771.31 ms [2021-05-12 20:43:43 main:574] : INFO : Epoch 1983 | loss: 0.0309782 | val_loss: 0.0312778 | Time: 1765.53 ms [2021-05-12 20:43:45 main:574] : INFO : Epoch 1984 | loss: 0.0309763 | val_loss: 0.0312864 | Time: 1769.72 ms [2021-05-12 20:43:46 main:574] : INFO : Epoch 1985 | loss: 0.0309752 | val_loss: 0.0312806 | Time: 1759.04 ms [2021-05-12 20:43:48 main:574] : INFO : Epoch 1986 | loss: 0.0309766 | val_loss: 0.031263 | Time: 1761.25 ms [2021-05-12 20:43:50 main:574] : INFO : Epoch 1987 | loss: 0.0309831 | val_loss: 0.0312616 | Time: 1759.29 ms [2021-05-12 20:43:52 main:574] : INFO : Epoch 1988 | loss: 0.030988 | val_loss: 0.0312533 | Time: 1772.77 ms [2021-05-12 20:43:54 main:574] : INFO : Epoch 1989 | loss: 0.0309832 | val_loss: 0.0312496 | Time: 1768.06 ms [2021-05-12 20:43:55 main:574] : INFO : Epoch 1990 | loss: 0.0309862 | val_loss: 0.0312497 | Time: 1771.47 ms [2021-05-12 20:43:57 main:574] : INFO : Epoch 1991 | loss: 0.0309745 | val_loss: 0.0312594 | Time: 1763.07 ms [2021-05-12 20:43:59 main:574] : INFO : Epoch 1992 | loss: 0.0310077 | val_loss: 0.031226 | Time: 1764.84 ms [2021-05-12 20:44:01 main:574] : INFO : Epoch 1993 | loss: 0.0310161 | val_loss: 0.031247 | Time: 1786.96 ms [2021-05-12 20:44:02 main:574] : INFO : Epoch 1994 | loss: 0.0309932 | val_loss: 0.0312666 | Time: 1771.95 ms [2021-05-12 20:44:04 main:574] : INFO : Epoch 1995 | loss: 0.0309827 | val_loss: 0.0312735 | Time: 1754.87 ms [2021-05-12 20:44:06 main:574] : INFO : Epoch 1996 | loss: 0.0309822 | val_loss: 0.0312683 | Time: 1765.05 ms [2021-05-12 20:44:08 main:574] : INFO : Epoch 1997 | loss: 0.0309886 | val_loss: 0.031264 | Time: 1767.44 ms [2021-05-12 20:44:09 main:574] : INFO : Epoch 1998 | loss: 0.0309958 | val_loss: 0.0312909 | Time: 1770.32 ms [2021-05-12 20:44:11 main:574] : INFO : Epoch 1999 | loss: 0.0309869 | val_loss: 0.0312808 | Time: 1758.17 ms [2021-05-12 20:44:13 main:574] : INFO : Epoch 2000 | loss: 0.0309746 | val_loss: 0.0312797 | Time: 1753.12 ms [2021-05-12 20:44:15 main:574] : INFO : Epoch 2001 | loss: 0.0309757 | val_loss: 0.0312713 | Time: 1758.68 ms [2021-05-12 20:44:17 main:574] : INFO : Epoch 2002 | loss: 0.0309781 | val_loss: 0.0312419 | Time: 1755.9 ms [2021-05-12 20:44:18 main:574] : INFO : Epoch 2003 | loss: 0.0309784 | val_loss: 0.0312723 | Time: 1770.43 ms [2021-05-12 20:44:20 main:574] : INFO : Epoch 2004 | loss: 0.0309739 | val_loss: 0.0312536 | Time: 1767.16 ms [2021-05-12 20:44:22 main:574] : INFO : Epoch 2005 | loss: 0.0309857 | val_loss: 0.031271 | Time: 1766.72 ms [2021-05-12 20:44:24 main:574] : INFO : Epoch 2006 | loss: 0.0309801 | val_loss: 0.0312574 | Time: 1758.35 ms [2021-05-12 20:44:25 main:574] : INFO : Epoch 2007 | loss: 0.0309813 | val_loss: 0.0312502 | Time: 1777.27 ms [2021-05-12 20:44:27 main:574] : INFO : Epoch 2008 | loss: 0.0309775 | val_loss: 0.0312494 | Time: 1777.68 ms [2021-05-12 20:44:29 main:574] : INFO : Epoch 2009 | loss: 0.0309777 | val_loss: 0.031276 | Time: 1765.19 ms [2021-05-12 20:44:31 main:574] : INFO : Epoch 2010 | loss: 0.0309853 | val_loss: 0.0312599 | Time: 1763.71 ms [2021-05-12 20:44:32 main:574] : INFO : Epoch 2011 | loss: 0.0309798 | val_loss: 0.0312409 | Time: 1759.59 ms [2021-05-12 20:44:34 main:574] : INFO : Epoch 2012 | loss: 0.0309808 | val_loss: 0.0312533 | Time: 1777.08 ms [2021-05-12 20:44:36 main:574] : INFO : Epoch 2013 | loss: 0.0309788 | val_loss: 0.0312414 | Time: 1761.94 ms [2021-05-12 20:44:38 main:574] : INFO : Epoch 2014 | loss: 0.0309815 | val_loss: 0.0312842 | Time: 1766.12 ms [2021-05-12 20:44:40 main:574] : INFO : Epoch 2015 | loss: 0.0309748 | val_loss: 0.031259 | Time: 1768.62 ms [2021-05-12 20:44:41 main:574] : INFO : Epoch 2016 | loss: 0.0309737 | val_loss: 0.0312994 | Time: 1769.32 ms [2021-05-12 20:44:43 main:574] : INFO : Epoch 2017 | loss: 0.0309778 | val_loss: 0.0312829 | Time: 1763.1 ms [2021-05-12 20:44:45 main:574] : INFO : Epoch 2018 | loss: 0.0309794 | val_loss: 0.0312718 | Time: 1743.59 ms [2021-05-12 20:44:47 main:574] : INFO : Epoch 2019 | loss: 0.0309804 | val_loss: 0.0312809 | Time: 1769.14 ms [2021-05-12 20:44:48 main:574] : INFO : Epoch 2020 | loss: 0.0309788 | val_loss: 0.0312643 | Time: 1769.35 ms [2021-05-12 20:44:50 main:574] : INFO : Epoch 2021 | loss: 0.03099 | val_loss: 0.0312497 | Time: 1760.02 ms [2021-05-12 20:44:52 main:574] : INFO : Epoch 2022 | loss: 0.0310032 | val_loss: 0.0312434 | Time: 1756.35 ms [2021-05-12 20:44:54 main:574] : INFO : Epoch 2023 | loss: 0.0309851 | val_loss: 0.0312642 | Time: 1766.58 ms [2021-05-12 20:44:55 main:574] : INFO : Epoch 2024 | loss: 0.0309814 | val_loss: 0.0312495 | Time: 1771.14 ms [2021-05-12 20:44:57 main:574] : INFO : Epoch 2025 | loss: 0.0309834 | val_loss: 0.0312458 | Time: 1770.62 ms [2021-05-12 20:44:59 main:574] : INFO : Epoch 2026 | loss: 0.0309855 | val_loss: 0.0312549 | Time: 1763.17 ms [2021-05-12 20:45:01 main:574] : INFO : Epoch 2027 | loss: 0.0309773 | val_loss: 0.0312754 | Time: 1771.82 ms [2021-05-12 20:45:03 main:574] : INFO : Epoch 2028 | loss: 0.030973 | val_loss: 0.031285 | Time: 1771.15 ms [2021-05-12 20:45:04 main:574] : INFO : Epoch 2029 | loss: 0.0309786 | val_loss: 0.031267 | Time: 1758.51 ms [2021-05-12 20:45:06 main:574] : INFO : Epoch 2030 | loss: 0.0310051 | val_loss: 0.0312284 | Time: 1764.8 ms [2021-05-12 20:45:08 main:574] : INFO : Epoch 2031 | loss: 0.0310383 | val_loss: 0.0312325 | Time: 1762.22 ms [2021-05-12 20:45:10 main:574] : INFO : Epoch 2032 | loss: 0.0310154 | val_loss: 0.0312466 | Time: 1774.61 ms [2021-05-12 20:45:11 main:574] : INFO : Epoch 2033 | loss: 0.0309903 | val_loss: 0.031246 | Time: 1764.38 ms [2021-05-12 20:45:13 main:574] : INFO : Epoch 2034 | loss: 0.0309744 | val_loss: 0.0312562 | Time: 1771.07 ms [2021-05-12 20:45:15 main:574] : INFO : Epoch 2035 | loss: 0.0309783 | val_loss: 0.0312586 | Time: 1753.21 ms [2021-05-12 20:45:17 main:574] : INFO : Epoch 2036 | loss: 0.0309755 | val_loss: 0.0312572 | Time: 1755.19 ms [2021-05-12 20:45:18 main:574] : INFO : Epoch 2037 | loss: 0.0309647 | val_loss: 0.0312872 | Time: 1760.19 ms [2021-05-12 20:45:20 main:574] : INFO : Epoch 2038 | loss: 0.0309829 | val_loss: 0.0312537 | Time: 1762.35 ms [2021-05-12 20:45:22 main:574] : INFO : Epoch 2039 | loss: 0.0309774 | val_loss: 0.0312624 | Time: 1772.99 ms [2021-05-12 20:45:24 main:574] : INFO : Epoch 2040 | loss: 0.0309755 | val_loss: 0.0312769 | Time: 1764.36 ms [2021-05-12 20:45:26 main:574] : INFO : Epoch 2041 | loss: 0.0309824 | val_loss: 0.0312757 | Time: 1753.11 ms [2021-05-12 20:45:27 main:574] : INFO : Epoch 2042 | loss: 0.0309908 | val_loss: 0.0312708 | Time: 1770.59 ms [2021-05-12 20:45:29 main:574] : INFO : Epoch 2043 | loss: 0.0309951 | val_loss: 0.0312428 | Time: 1764.55 ms [2021-05-12 20:45:31 main:574] : INFO : Epoch 2044 | loss: 0.0310135 | val_loss: 0.0312278 | Time: 1763.38 ms [2021-05-12 20:45:33 main:574] : INFO : Epoch 2045 | loss: 0.030995 | val_loss: 0.0312657 | Time: 1765.92 ms [2021-05-12 20:45:34 main:574] : INFO : Epoch 2046 | loss: 0.0309816 | val_loss: 0.031246 | Time: 1759.98 ms [2021-05-12 20:45:36 main:574] : INFO : Epoch 2047 | loss: 0.0309756 | val_loss: 0.0312605 | Time: 1765.56 ms [2021-05-12 20:45:38 main:574] : INFO : Epoch 2048 | loss: 0.0309758 | val_loss: 0.0312788 | Time: 1749.4 ms [2021-05-12 20:45:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312788 [2021-05-12 20:45:38 main:603] : INFO : Saving end state to config to file [2021-05-12 20:45:38 main:608] : INFO : Success, exiting.. 20:45:38 (4572): 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)