Task 10396751
| Name | ParityModified-1639958365-19773-1-0_0 |
| Workunit | 7743215 |
| Created | 3 Jan 2022, 3:36:22 UTC |
| Sent | 17 Jan 2022, 19:05:06 UTC |
| Report deadline | 25 Jan 2022, 19:05:06 UTC |
| Received | 19 Jan 2022, 13:38:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 11 hours 50 min 3 sec |
| CPU time | 6 hours 43 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,474.06 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 8 ms [2022-01-19 04:02:37 main:574] : INFO : Epoch 1542 | loss: 0.0309784 | val_loss: 0.031275 | Time: 23717.6 ms [2022-01-19 04:03:02 main:574] : INFO : Epoch 1543 | loss: 0.03098 | val_loss: 0.0312764 | Time: 24815.4 ms [2022-01-19 04:03:27 main:574] : INFO : Epoch 1544 | loss: 0.0309763 | val_loss: 0.0312568 | Time: 25216.6 ms [2022-01-19 04:03:48 main:574] : INFO : Epoch 1545 | loss: 0.0309826 | val_loss: 0.0312975 | Time: 21128 ms [2022-01-19 04:04:14 main:574] : INFO : Epoch 1546 | loss: 0.0309908 | val_loss: 0.031269 | Time: 25450 ms [2022-01-19 04:04:37 main:574] : INFO : Epoch 1547 | loss: 0.0309837 | val_loss: 0.0312446 | Time: 23091.9 ms [2022-01-19 04:05:00 main:574] : INFO : Epoch 1548 | loss: 0.0309841 | val_loss: 0.0313393 | Time: 23109.1 ms [2022-01-19 04:05:26 main:574] : INFO : Epoch 1549 | loss: 0.0309789 | val_loss: 0.0312784 | Time: 25757.2 ms [2022-01-19 04:05:50 main:574] : INFO : Epoch 1550 | loss: 0.0309784 | val_loss: 0.0312718 | Time: 23864.7 ms [2022-01-19 04:06:17 main:574] : INFO : Epoch 1551 | loss: 0.0309802 | val_loss: 0.031279 | Time: 26968.6 ms [2022-01-19 04:06:43 main:574] : INFO : Epoch 1552 | loss: 0.0309803 | val_loss: 0.0312657 | Time: 25483.9 ms [2022-01-19 04:07:08 main:574] : INFO : Epoch 1553 | loss: 0.0309853 | val_loss: 0.0312585 | Time: 24866.9 ms [2022-01-19 04:07:34 main:574] : INFO : Epoch 1554 | loss: 0.0309857 | val_loss: 0.0312638 | Time: 25568.7 ms [2022-01-19 04:07:58 main:574] : INFO : Epoch 1555 | loss: 0.0309852 | val_loss: 0.0312582 | Time: 23718.7 ms [2022-01-19 04:08:25 main:574] : INFO : Epoch 1556 | loss: 0.030985 | val_loss: 0.0312916 | Time: 27503 ms [2022-01-19 04:08:48 main:574] : INFO : Epoch 1557 | loss: 0.0309753 | val_loss: 0.0312523 | Time: 22202.9 ms [2022-01-19 04:09:18 main:574] : INFO : Epoch 1558 | loss: 0.0309821 | val_loss: 0.0312974 | Time: 29521.2 ms [2022-01-19 04:09:45 main:574] : INFO : Epoch 1559 | loss: 0.0309798 | val_loss: 0.0312811 | Time: 27583 ms [2022-01-19 04:10:08 main:574] : INFO : Epoch 1560 | loss: 0.0309824 | val_loss: 0.0312993 | Time: 22835.9 ms [2022-01-19 04:10:35 main:574] : INFO : Epoch 1561 | loss: 0.0309785 | val_loss: 0.0312598 | Time: 26256.6 ms [2022-01-19 04:10:58 main:574] : INFO : Epoch 1562 | loss: 0.0309786 | val_loss: 0.0312708 | Time: 23669.2 ms [2022-01-19 04:11:23 main:574] : INFO : Epoch 1563 | loss: 0.0309815 | val_loss: 0.0312544 | Time: 24318.2 ms [2022-01-19 04:11:49 main:574] : INFO : Epoch 1564 | loss: 0.0309887 | val_loss: 0.0312478 | Time: 25713.7 ms [2022-01-19 04:12:13 main:574] : INFO : Epoch 1565 | loss: 0.0309916 | val_loss: 0.0312812 | Time: 24119.8 ms [2022-01-19 04:12:39 main:574] : INFO : Epoch 1566 | loss: 0.0309969 | val_loss: 0.031271 | Time: 25722.1 ms [2022-01-19 04:13:05 main:574] : INFO : Epoch 1567 | loss: 0.0309911 | val_loss: 0.0313028 | Time: 26642.6 ms [2022-01-19 04:13:39 main:574] : INFO : Epoch 1568 | loss: 0.0309951 | val_loss: 0.0312649 | Time: 32837.4 ms [2022-01-19 04:14:26 main:574] : INFO : Epoch 1569 | loss: 0.0309845 | val_loss: 0.0312596 | Time: 44657.1 ms [2022-01-19 04:14:49 main:574] : INFO : Epoch 1570 | loss: 0.0309921 | val_loss: 0.0312595 | Time: 22590.6 ms [2022-01-19 04:15:18 main:574] : INFO : Epoch 1571 | loss: 0.0309806 | val_loss: 0.0313151 | Time: 28882.3 ms [2022-01-19 04:15:41 main:574] : INFO : Epoch 1572 | loss: 0.0309897 | val_loss: 0.0312503 | Time: 22849.1 ms [2022-01-19 04:16:06 main:574] : INFO : Epoch 1573 | loss: 0.0309808 | val_loss: 0.0312645 | Time: 25210.1 ms [2022-01-19 04:16:32 main:574] : INFO : Epoch 1574 | loss: 0.0309906 | val_loss: 0.0312713 | Time: 25591.4 ms [2022-01-19 04:16:58 main:574] : INFO : Epoch 1575 | loss: 0.0309865 | val_loss: 0.0313285 | Time: 26239.1 ms [2022-01-19 04:17:21 main:574] : INFO : Epoch 1576 | loss: 0.03098 | val_loss: 0.0312862 | Time: 22966.7 ms [2022-01-19 04:17:48 main:574] : INFO : Epoch 1577 | loss: 0.0309734 | val_loss: 0.0312628 | Time: 26767 ms [2022-01-19 04:18:11 main:574] : INFO : Epoch 1578 | loss: 0.0309818 | val_loss: 0.0312713 | Time: 23137.7 ms [2022-01-19 04:18:38 main:574] : INFO : Epoch 1579 | loss: 0.0309856 | val_loss: 0.0312638 | Time: 26382.4 ms [2022-01-19 04:19:01 main:574] : INFO : Epoch 1580 | loss: 0.0309837 | val_loss: 0.0313074 | Time: 23229.9 ms [2022-01-19 04:19:27 main:574] : INFO : Epoch 1581 | loss: 0.0309937 | val_loss: 0.0312958 | Time: 25437.7 ms [2022-01-19 04:19:49 main:574] : INFO : Epoch 1582 | loss: 0.0309866 | val_loss: 0.031294 | Time: 21936.3 ms [2022-01-19 04:20:11 main:574] : INFO : Epoch 1583 | loss: 0.031016 | val_loss: 0.0313167 | Time: 21929.9 ms [2022-01-19 04:20:38 main:574] : INFO : Epoch 1584 | loss: 0.0310022 | val_loss: 0.0312742 | Time: 27028.9 ms [2022-01-19 04:21:04 main:574] : INFO : Epoch 1585 | loss: 0.0309845 | val_loss: 0.031259 | Time: 26138.2 ms [2022-01-19 04:21:29 main:574] : INFO : Epoch 1586 | loss: 0.0309811 | val_loss: 0.031301 | Time: 24656.7 ms [2022-01-19 04:21:56 main:574] : INFO : Epoch 1587 | loss: 0.0309763 | val_loss: 0.0312882 | Time: 27197.8 ms [2022-01-19 04:22:21 main:574] : INFO : Epoch 1588 | loss: 0.0309847 | val_loss: 0.0312973 | Time: 24718.4 ms [2022-01-19 04:22:46 main:574] : INFO : Epoch 1589 | loss: 0.0309917 | val_loss: 0.0313051 | Time: 24415 ms [2022-01-19 04:23:09 main:574] : INFO : Epoch 1590 | loss: 0.0309944 | val_loss: 0.0312628 | Time: 23543.8 ms [2022-01-19 04:23:27 main:574] : INFO : Epoch 1591 | loss: 0.0309842 | val_loss: 0.0312655 | Time: 17357.9 ms [2022-01-19 04:23:46 main:574] : INFO : Epoch 1592 | loss: 0.0309827 | val_loss: 0.0312862 | Time: 19611.3 ms [2022-01-19 04:24:03 main:574] : INFO : Epoch 1593 | loss: 0.0309808 | val_loss: 0.0312767 | Time: 16639.7 ms [2022-01-19 04:24:20 main:574] : INFO : Epoch 1594 | loss: 0.0309769 | val_loss: 0.0312478 | Time: 16418.7 ms [2022-01-19 04:24:39 main:574] : INFO : Epoch 1595 | loss: 0.030994 | val_loss: 0.0312745 | Time: 18930 ms [2022-01-19 04:24:57 main:574] : INFO : Epoch 1596 | loss: 0.0309972 | val_loss: 0.0312877 | Time: 18589.6 ms [2022-01-19 04:25:16 main:574] : INFO : Epoch 1597 | loss: 0.0309835 | val_loss: 0.0312511 | Time: 18501 ms [2022-01-19 04:25:35 main:574] : INFO : Epoch 1598 | loss: 0.0309846 | val_loss: 0.0312593 | Time: 19301.6 ms [2022-01-19 04:25:53 main:574] : INFO : Epoch 1599 | loss: 0.0309894 | val_loss: 0.0313189 | Time: 17819.3 ms [2022-01-19 04:26:11 main:574] : INFO : Epoch 1600 | loss: 0.0309945 | val_loss: 0.0312878 | Time: 17262.3 ms [2022-01-19 04:26:29 main:574] : INFO : Epoch 1601 | loss: 0.0310051 | val_loss: 0.0312388 | Time: 18326.9 ms [2022-01-19 04:26:48 main:574] : INFO : Epoch 1602 | loss: 0.0309931 | val_loss: 0.0312846 | Time: 18380.9 ms [2022-01-19 04:27:06 main:574] : INFO : Epoch 1603 | loss: 0.030984 | val_loss: 0.0312429 | Time: 18538.4 ms [2022-01-19 04:27:24 main:574] : INFO : Epoch 1604 | loss: 0.0309903 | val_loss: 0.0312979 | Time: 17466.7 ms [2022-01-19 04:27:42 main:574] : INFO : Epoch 1605 | loss: 0.030984 | val_loss: 0.0312459 | Time: 17718 ms [2022-01-19 04:28:00 main:574] : INFO : Epoch 1606 | loss: 0.0309934 | val_loss: 0.0312244 | Time: 18094.4 ms [2022-01-19 04:28:17 main:574] : INFO : Epoch 1607 | loss: 0.0309899 | val_loss: 0.031254 | Time: 17322.4 ms [2022-01-19 04:28:35 main:574] : INFO : Epoch 1608 | loss: 0.0309885 | val_loss: 0.031249 | Time: 17541.8 ms [2022-01-19 04:28:54 main:574] : INFO : Epoch 1609 | loss: 0.0309824 | val_loss: 0.0312893 | Time: 18980.6 ms [2022-01-19 04:29:12 main:574] : INFO : Epoch 1610 | loss: 0.0309779 | val_loss: 0.0312632 | Time: 17543.2 ms [2022-01-19 04:29:30 main:574] : INFO : Epoch 1611 | loss: 0.030979 | val_loss: 0.0312751 | Time: 17769.2 ms [2022-01-19 04:29:49 main:574] : INFO : Epoch 1612 | loss: 0.0309921 | val_loss: 0.0312781 | Time: 19306.7 ms [2022-01-19 04:30:06 main:574] : INFO : Epoch 1613 | loss: 0.0309892 | val_loss: 0.031306 | Time: 16851.2 ms [2022-01-19 04:30:23 main:574] : INFO : Epoch 1614 | loss: 0.0309922 | val_loss: 0.0312911 | Time: 17001.2 ms [2022-01-19 04:30:43 main:574] : INFO : Epoch 1615 | loss: 0.030976 | val_loss: 0.0312755 | Time: 19775 ms [2022-01-19 04:31:01 main:574] : INFO : Epoch 1616 | loss: 0.0309846 | val_loss: 0.0312666 | Time: 17703.6 ms [2022-01-19 04:31:19 main:574] : INFO : Epoch 1617 | loss: 0.0309887 | val_loss: 0.0312599 | Time: 18505.1 ms [2022-01-19 04:31:38 main:574] : INFO : Epoch 1618 | loss: 0.0309956 | val_loss: 0.0312309 | Time: 18685.7 ms [2022-01-19 04:31:55 main:574] : INFO : Epoch 1619 | loss: 0.0309872 | val_loss: 0.0312907 | Time: 17122.4 ms [2022-01-19 04:32:11 main:574] : INFO : Epoch 1620 | loss: 0.0309893 | val_loss: 0.0312533 | Time: 15814.8 ms [2022-01-19 04:32:29 main:574] : INFO : Epoch 1621 | loss: 0.0310124 | val_loss: 0.0312585 | Time: 17449.8 ms [2022-01-19 04:32:47 main:574] : INFO : Epoch 1622 | loss: 0.0309899 | val_loss: 0.0312842 | Time: 18291.9 ms [2022-01-19 04:33:06 main:574] : INFO : Epoch 1623 | loss: 0.0309861 | val_loss: 0.0312759 | Time: 18544.7 ms [2022-01-19 04:33:24 main:574] : INFO : Epoch 1624 | loss: 0.0309791 | val_loss: 0.0313094 | Time: 18104.4 ms [2022-01-19 04:33:41 main:574] : INFO : Epoch 1625 | loss: 0.0309833 | val_loss: 0.0312879 | Time: 16805 ms [2022-01-19 04:33:59 main:574] : INFO : Epoch 1626 | loss: 0.0309887 | val_loss: 0.0312757 | Time: 17770.9 ms [2022-01-19 04:34:16 main:574] : INFO : Epoch 1627 | loss: 0.0309878 | val_loss: 0.0312996 | Time: 16773.8 ms [2022-01-19 04:34:34 main:574] : INFO : Epoch 1628 | loss: 0.0309881 | val_loss: 0.0312393 | Time: 17932 ms [2022-01-19 04:34:52 main:574] : INFO : Epoch 1629 | loss: 0.0309909 | val_loss: 0.0312296 | Time: 17644.2 ms [2022-01-19 04:35:10 main:574] : INFO : Epoch 1630 | loss: 0.0309888 | val_loss: 0.0312842 | Time: 17637.8 ms [2022-01-19 04:35:28 main:574] : INFO : Epoch 1631 | loss: 0.0309811 | val_loss: 0.0312836 | Time: 17949 ms [2022-01-19 04:35:45 main:574] : INFO : Epoch 1632 | loss: 0.0309799 | val_loss: 0.0312595 | Time: 17671.6 ms [2022-01-19 04:36:03 main:574] : INFO : Epoch 1633 | loss: 0.0309821 | val_loss: 0.0312504 | Time: 17612.1 ms [2022-01-19 04:36:22 main:574] : INFO : Epoch 1634 | loss: 0.0309926 | val_loss: 0.0313011 | Time: 18354.7 ms [2022-01-19 04:36:41 main:574] : INFO : Epoch 1635 | loss: 0.0309885 | val_loss: 0.0312603 | Time: 18696 ms [2022-01-19 04:37:00 main:574] : INFO : Epoch 1636 | loss: 0.0309892 | val_loss: 0.0312593 | Time: 19771.6 ms [2022-01-19 04:37:17 main:574] : INFO : Epoch 1637 | loss: 0.0310088 | val_loss: 0.0312714 | Time: 16465.2 ms [2022-01-19 04:37:33 main:574] : INFO : Epoch 1638 | loss: 0.0309856 | val_loss: 0.0312883 | Time: 16104.2 ms [2022-01-19 04:37:51 main:574] : INFO : Epoch 1639 | loss: 0.030981 | val_loss: 0.0312715 | Time: 17844.4 ms [2022-01-19 04:38:09 main:574] : INFO : Epoch 1640 | loss: 0.0309793 | val_loss: 0.0312732 | Time: 17907.6 ms [2022-01-19 04:38:27 main:574] : INFO : Epoch 1641 | loss: 0.0309875 | val_loss: 0.0312819 | Time: 18343 ms [2022-01-19 04:38:46 main:574] : INFO : Epoch 1642 | loss: 0.0310141 | val_loss: 0.0312463 | Time: 18372.4 ms [2022-01-19 04:39:07 main:574] : INFO : Epoch 1643 | loss: 0.0309997 | val_loss: 0.031284 | Time: 21162 ms [2022-01-19 04:39:28 main:574] : INFO : Epoch 1644 | loss: 0.0309994 | val_loss: 0.0312513 | Time: 20310.6 ms [2022-01-19 04:39:48 main:574] : INFO : Epoch 1645 | loss: 0.0309895 | val_loss: 0.0312888 | Time: 20132.5 ms [2022-01-19 04:40:08 main:574] : INFO : Epoch 1646 | loss: 0.0309839 | val_loss: 0.0313225 | Time: 19944.3 ms [2022-01-19 04:40:28 main:574] : INFO : Epoch 1647 | loss: 0.030983 | val_loss: 0.0312708 | Time: 19576 ms [2022-01-19 04:40:47 main:574] : INFO : Epoch 1648 | loss: 0.0309776 | val_loss: 0.0312851 | Time: 19298.2 ms [2022-01-19 04:41:06 main:574] : INFO : Epoch 1649 | loss: 0.0309758 | val_loss: 0.0312755 | Time: 19022.1 ms [2022-01-19 04:41:25 main:574] : INFO : Epoch 1650 | loss: 0.0309828 | val_loss: 0.0312604 | Time: 18745.6 ms [2022-01-19 04:41:45 main:574] : INFO : Epoch 1651 | loss: 0.0309827 | val_loss: 0.0312875 | Time: 19993.1 ms [2022-01-19 04:42:06 main:574] : INFO : Epoch 1652 | loss: 0.0309846 | val_loss: 0.0312789 | Time: 20158.7 ms [2022-01-19 04:42:26 main:574] : INFO : Epoch 1653 | loss: 0.0309854 | val_loss: 0.0312913 | Time: 19728.5 ms [2022-01-19 04:42:46 main:574] : INFO : Epoch 1654 | loss: 0.0309785 | val_loss: 0.0312666 | Time: 20457.8 ms [2022-01-19 04:43:06 main:574] : INFO : Epoch 1655 | loss: 0.0309822 | val_loss: 0.0312764 | Time: 19712.3 ms [2022-01-19 04:43:25 main:574] : INFO : Epoch 1656 | loss: 0.0309865 | val_loss: 0.0312569 | Time: 18448.9 ms [2022-01-19 04:43:44 main:574] : INFO : Epoch 1657 | loss: 0.0309849 | val_loss: 0.0312905 | Time: 19328.1 ms [2022-01-19 04:44:04 main:574] : INFO : Epoch 1658 | loss: 0.030978 | val_loss: 0.0312662 | Time: 19254 ms [2022-01-19 04:44:24 main:574] : INFO : Epoch 1659 | loss: 0.030971 | val_loss: 0.0312878 | Time: 20183.2 ms [2022-01-19 04:44:43 main:574] : INFO : Epoch 1660 | loss: 0.0309847 | val_loss: 0.0312744 | Time: 19452.8 ms [2022-01-19 04:45:04 main:574] : INFO : Epoch 1661 | loss: 0.031007 | val_loss: 0.0313207 | Time: 19993.4 ms [2022-01-19 04:45:24 main:574] : INFO : Epoch 1662 | loss: 0.0310057 | val_loss: 0.0312943 | Time: 20033.1 ms [2022-01-19 04:45:44 main:574] : INFO : Epoch 1663 | loss: 0.0309805 | val_loss: 0.0313038 | Time: 19613 ms [2022-01-19 04:46:05 main:574] : INFO : Epoch 1664 | loss: 0.0309784 | val_loss: 0.0312731 | Time: 21055.9 ms [2022-01-19 04:46:23 main:574] : INFO : Epoch 1665 | loss: 0.0309904 | val_loss: 0.0312792 | Time: 17729.9 ms [2022-01-19 04:46:42 main:574] : INFO : Epoch 1666 | loss: 0.0309878 | val_loss: 0.0312367 | Time: 18956.6 ms [2022-01-19 04:47:01 main:574] : INFO : Epoch 1667 | loss: 0.0309864 | val_loss: 0.0313031 | Time: 19526.7 ms [2022-01-19 04:47:21 main:574] : INFO : Epoch 1668 | loss: 0.0309903 | val_loss: 0.0312765 | Time: 19778.7 ms [2022-01-19 04:47:41 main:574] : INFO : Epoch 1669 | loss: 0.0309946 | val_loss: 0.0312753 | Time: 19661.5 ms [2022-01-19 04:48:00 main:574] : INFO : Epoch 1670 | loss: 0.0310017 | val_loss: 0.0313129 | Time: 19379 ms [2022-01-19 04:48:19 main:574] : INFO : Epoch 1671 | loss: 0.0309941 | val_loss: 0.0312751 | Time: 18294.3 ms [2022-01-19 04:48:37 main:574] : INFO : Epoch 1672 | loss: 0.0310013 | val_loss: 0.0312672 | Time: 18472.7 ms [2022-01-19 04:48:56 main:574] : INFO : Epoch 1673 | loss: 0.0309853 | val_loss: 0.0313018 | Time: 18546.2 ms [2022-01-19 04:49:16 main:574] : INFO : Epoch 1674 | loss: 0.0309846 | val_loss: 0.031268 | Time: 19958.4 ms [2022-01-19 04:49:37 main:574] : INFO : Epoch 1675 | loss: 0.0309821 | val_loss: 0.0312909 | Time: 21292.2 ms [2022-01-19 04:49:56 main:574] : INFO : Epoch 1676 | loss: 0.0309931 | val_loss: 0.0312901 | Time: 18701.4 ms [2022-01-19 04:50:17 main:574] : INFO : Epoch 1677 | loss: 0.0309846 | val_loss: 0.0312702 | Time: 20180.6 ms [2022-01-19 04:50:36 main:574] : INFO : Epoch 1678 | loss: 0.0309949 | val_loss: 0.0312427 | Time: 18976.5 ms [2022-01-19 04:50:55 main:574] : INFO : Epoch 1679 | loss: 0.0309891 | val_loss: 0.0312507 | Time: 18785.6 ms [2022-01-19 04:51:22 main:574] : INFO : Epoch 1680 | loss: 0.0309795 | val_loss: 0.0312793 | Time: 26728.9 ms [2022-01-19 04:51:42 main:574] : INFO : Epoch 1681 | loss: 0.0309832 | val_loss: 0.0312582 | Time: 20064 ms [2022-01-19 04:52:02 main:574] : INFO : Epoch 1682 | loss: 0.030985 | val_loss: 0.031278 | Time: 19826.8 ms [2022-01-19 04:52:22 main:574] : INFO : Epoch 1683 | loss: 0.0309812 | val_loss: 0.0312823 | Time: 20213.8 ms [2022-01-19 04:52:42 main:574] : INFO : Epoch 1684 | loss: 0.0309805 | val_loss: 0.0312737 | Time: 19707.7 ms [2022-01-19 04:53:01 main:574] : INFO : Epoch 1685 | loss: 0.0309828 | val_loss: 0.0312509 | Time: 19267.6 ms [2022-01-19 04:53:21 main:574] : INFO : Epoch 1686 | loss: 0.0309922 | val_loss: 0.0312512 | Time: 19538.1 ms [2022-01-19 04:53:39 main:574] : INFO : Epoch 1687 | loss: 0.0309853 | val_loss: 0.0313077 | Time: 17936.1 ms [2022-01-19 04:53:58 main:574] : INFO : Epoch 1688 | loss: 0.030998 | val_loss: 0.0312588 | Time: 19185.2 ms [2022-01-19 04:54:18 main:574] : INFO : Epoch 1689 | loss: 0.0309802 | val_loss: 0.0312784 | Time: 19875.1 ms [2022-01-19 04:54:39 main:574] : INFO : Epoch 1690 | loss: 0.0309777 | val_loss: 0.0312979 | Time: 20441.5 ms [2022-01-19 04:54:58 main:574] : INFO : Epoch 1691 | loss: 0.030993 | val_loss: 0.0312565 | Time: 19556.9 ms [2022-01-19 04:55:22 main:574] : INFO : Epoch 1692 | loss: 0.0309803 | val_loss: 0.0312963 | Time: 23801.6 ms [2022-01-19 04:55:42 main:574] : INFO : Epoch 1693 | loss: 0.0309809 | val_loss: 0.031248 | Time: 19708.6 ms [2022-01-19 04:56:01 main:574] : INFO : Epoch 1694 | loss: 0.03099 | val_loss: 0.0312823 | Time: 18696.3 ms [2022-01-19 04:56:20 main:574] : INFO : Epoch 1695 | loss: 0.030976 | val_loss: 0.0312908 | Time: 19325.2 ms [2022-01-19 04:56:40 main:574] : INFO : Epoch 1696 | loss: 0.0309733 | val_loss: 0.0312821 | Time: 19968.7 ms [2022-01-19 04:57:01 main:574] : INFO : Epoch 1697 | loss: 0.0309812 | val_loss: 0.0312564 | Time: 20886.7 ms [2022-01-19 04:57:21 main:574] : INFO : Epoch 1698 | loss: 0.0309809 | val_loss: 0.0312627 | Time: 19939.5 ms [2022-01-19 04:57:41 main:574] : INFO : Epoch 1699 | loss: 0.0309782 | val_loss: 0.0312908 | Time: 19762.5 ms [2022-01-19 04:58:01 main:574] : INFO : Epoch 1700 | loss: 0.0309764 | val_loss: 0.0312826 | Time: 19543.3 ms [2022-01-19 04:58:21 main:574] : INFO : Epoch 1701 | loss: 0.0309765 | val_loss: 0.0312749 | Time: 19785.6 ms [2022-01-19 04:58:39 main:574] : INFO : Epoch 1702 | loss: 0.0309894 | val_loss: 0.0312603 | Time: 17647.3 ms [2022-01-19 04:58:54 main:574] : INFO : Epoch 1703 | loss: 0.0309897 | val_loss: 0.0312834 | Time: 15578.3 ms [2022-01-19 04:59:13 main:574] : INFO : Epoch 1704 | loss: 0.031001 | val_loss: 0.0312672 | Time: 18469.4 ms [2022-01-19 04:59:31 main:574] : INFO : Epoch 1705 | loss: 0.0310101 | val_loss: 0.0312025 | Time: 17677.1 ms [2022-01-19 04:59:46 main:574] : INFO : Epoch 1706 | loss: 0.0311131 | val_loss: 0.0311773 | Time: 15067.6 ms [2022-01-19 05:00:04 main:574] : INFO : Epoch 1707 | loss: 0.0310835 | val_loss: 0.0312199 | Time: 18335.4 ms [2022-01-19 05:00:24 main:574] : INFO : Epoch 1708 | loss: 0.0310298 | val_loss: 0.0312233 | Time: 19497.5 ms [2022-01-19 05:00:43 main:574] : INFO : Epoch 1709 | loss: 0.0310001 | val_loss: 0.0312398 | Time: 18869.9 ms [2022-01-19 05:01:02 main:574] : INFO : Epoch 1710 | loss: 0.0309853 | val_loss: 0.0312486 | Time: 19190.8 ms [2022-01-19 05:01:21 main:574] : INFO : Epoch 1711 | loss: 0.0309785 | val_loss: 0.031274 | Time: 18676.2 ms [2022-01-19 05:01:39 main:574] : INFO : Epoch 1712 | loss: 0.0309803 | val_loss: 0.0312375 | Time: 17664.6 ms [2022-01-19 05:01:58 main:574] : INFO : Epoch 1713 | loss: 0.0309848 | val_loss: 0.0312809 | Time: 19356.4 ms [2022-01-19 05:02:16 main:574] : INFO : Epoch 1714 | loss: 0.0309816 | val_loss: 0.0312953 | Time: 18246.2 ms [2022-01-19 05:02:34 main:574] : INFO : Epoch 1715 | loss: 0.0309902 | val_loss: 0.0312625 | Time: 17573.9 ms [2022-01-19 05:02:53 main:574] : INFO : Epoch 1716 | loss: 0.0309914 | val_loss: 0.0312567 | Time: 18516.2 ms [2022-01-19 05:03:10 main:574] : INFO : Epoch 1717 | loss: 0.0309774 | val_loss: 0.0312611 | Time: 17686.7 ms [2022-01-19 05:03:29 main:574] : INFO : Epoch 1718 | loss: 0.030979 | val_loss: 0.0312974 | Time: 18195.2 ms [2022-01-19 05:03:46 main:574] : INFO : Epoch 1719 | loss: 0.0309888 | val_loss: 0.0312784 | Time: 17448.1 ms [2022-01-19 05:04:05 main:574] : INFO : Epoch 1720 | loss: 0.030991 | val_loss: 0.0312537 | Time: 18123.4 ms [2022-01-19 05:04:23 main:574] : INFO : Epoch 1721 | loss: 0.0309853 | val_loss: 0.0312685 | Time: 17873.3 ms [2022-01-19 05:04:40 main:574] : INFO : Epoch 1722 | loss: 0.0309756 | val_loss: 0.0312958 | Time: 17573.7 ms [2022-01-19 05:04:58 main:574] : INFO : Epoch 1723 | loss: 0.0309762 | val_loss: 0.0312543 | Time: 17629.2 ms [2022-01-19 05:05:16 main:574] : INFO : Epoch 1724 | loss: 0.0309745 | val_loss: 0.031307 | Time: 17989.8 ms [2022-01-19 05:05:35 main:574] : INFO : Epoch 1725 | loss: 0.0309799 | val_loss: 0.0312687 | Time: 18541.8 ms [2022-01-19 05:05:53 main:574] : INFO : Epoch 1726 | loss: 0.030995 | val_loss: 0.0312549 | Time: 18351.9 ms [2022-01-19 05:06:13 main:574] : INFO : Epoch 1727 | loss: 0.0309906 | val_loss: 0.0312921 | Time: 19440.7 ms [2022-01-19 05:06:33 main:574] : INFO : Epoch 1728 | loss: 0.0309952 | val_loss: 0.0312599 | Time: 19688.5 ms [2022-01-19 05:06:52 main:574] : INFO : Epoch 1729 | loss: 0.030996 | val_loss: 0.0312706 | Time: 19517 ms [2022-01-19 05:07:12 main:574] : INFO : Epoch 1730 | loss: 0.0309853 | val_loss: 0.03128 | Time: 19529.8 ms [2022-01-19 05:07:30 main:574] : INFO : Epoch 1731 | loss: 0.03098 | val_loss: 0.0312914 | Time: 18479.7 ms [2022-01-19 05:07:48 main:574] : INFO : Epoch 1732 | loss: 0.0309745 | val_loss: 0.031273 | Time: 17980.7 ms [2022-01-19 05:08:06 main:574] : INFO : Epoch 1733 | loss: 0.0309775 | val_loss: 0.0312711 | Time: 17971.2 ms [2022-01-19 05:08:26 main:574] : INFO : Epoch 1734 | loss: 0.0309829 | val_loss: 0.0312785 | Time: 19616.6 ms [2022-01-19 05:08:44 main:574] : INFO : Epoch 1735 | loss: 0.0309826 | val_loss: 0.0312824 | Time: 17388.8 ms [2022-01-19 05:09:05 main:574] : INFO : Epoch 1736 | loss: 0.0310129 | val_loss: 0.0312693 | Time: 20845.4 ms [2022-01-19 05:09:24 main:574] : INFO : Epoch 1737 | loss: 0.0309957 | val_loss: 0.0313017 | Time: 18881.6 ms [2022-01-19 05:09:43 main:574] : INFO : Epoch 1738 | loss: 0.0309896 | val_loss: 0.0312667 | Time: 19107.6 ms [2022-01-19 05:10:02 main:574] : INFO : Epoch 1739 | loss: 0.0309894 | val_loss: 0.0312793 | Time: 18582.7 ms [2022-01-19 05:10:19 main:574] : INFO : Epoch 1740 | loss: 0.0309968 | val_loss: 0.0312841 | Time: 17618.3 ms [2022-01-19 05:10:38 main:574] : INFO : Epoch 1741 | loss: 0.0309882 | val_loss: 0.0312719 | Time: 18443.4 ms [2022-01-19 05:10:56 main:574] : INFO : Epoch 1742 | loss: 0.0309765 | val_loss: 0.031242 | Time: 18359.6 ms [2022-01-19 05:11:14 main:574] : INFO : Epoch 1743 | loss: 0.0309891 | val_loss: 0.0312361 | Time: 18000.7 ms [2022-01-19 05:11:33 main:574] : INFO : Epoch 1744 | loss: 0.0309828 | val_loss: 0.0312841 | Time: 18869.5 ms [2022-01-19 05:11:53 main:574] : INFO : Epoch 1745 | loss: 0.0309793 | val_loss: 0.0312703 | Time: 19288.6 ms [2022-01-19 05:12:11 main:574] : INFO : Epoch 1746 | loss: 0.0309902 | val_loss: 0.0312442 | Time: 18226.6 ms [2022-01-19 05:12:29 main:574] : INFO : Epoch 1747 | loss: 0.0309789 | val_loss: 0.0312794 | Time: 18126.9 ms [2022-01-19 05:12:47 main:574] : INFO : Epoch 1748 | loss: 0.030989 | val_loss: 0.0312705 | Time: 17584.3 ms [2022-01-19 05:13:04 main:574] : INFO : Epoch 1749 | loss: 0.0309845 | val_loss: 0.0312634 | Time: 17205.9 ms [2022-01-19 05:13:24 main:574] : INFO : Epoch 1750 | loss: 0.0309826 | val_loss: 0.0312969 | Time: 19289.8 ms [2022-01-19 05:13:43 main:574] : INFO : Epoch 1751 | loss: 0.0309847 | val_loss: 0.0312604 | Time: 19173.6 ms [2022-01-19 05:14:02 main:574] : INFO : Epoch 1752 | loss: 0.0309909 | val_loss: 0.0312597 | Time: 18386 ms [2022-01-19 05:14:20 main:574] : INFO : Epoch 1753 | loss: 0.0309885 | val_loss: 0.0312904 | Time: 17914.2 ms [2022-01-19 05:14:37 main:574] : INFO : Epoch 1754 | loss: 0.030988 | val_loss: 0.0312831 | Time: 17513.5 ms [2022-01-19 05:14:54 main:574] : INFO : Epoch 1755 | loss: 0.0309915 | val_loss: 0.0312576 | Time: 16502.6 ms [2022-01-19 05:15:13 main:574] : INFO : Epoch 1756 | loss: 0.030984 | val_loss: 0.0312832 | Time: 19157.4 ms [2022-01-19 05:15:32 main:574] : INFO : Epoch 1757 | loss: 0.0309927 | val_loss: 0.0312595 | Time: 19302.7 ms [2022-01-19 05:15:51 main:574] : INFO : Epoch 1758 | loss: 0.0309841 | val_loss: 0.0312709 | Time: 18161.1 ms [2022-01-19 05:16:10 main:574] : INFO : Epoch 1759 | loss: 0.0309876 | val_loss: 0.0312793 | Time: 19340.4 ms [2022-01-19 05:16:29 main:574] : INFO : Epoch 1760 | loss: 0.0309955 | val_loss: 0.0312818 | Time: 19056.9 ms [2022-01-19 05:16:48 main:574] : INFO : Epoch 1761 | loss: 0.0309913 | val_loss: 0.0312552 | Time: 18573.5 ms [2022-01-19 05:17:06 main:574] : INFO : Epoch 1762 | loss: 0.0309912 | val_loss: 0.0313031 | Time: 17562.1 ms [2022-01-19 05:17:24 main:574] : INFO : Epoch 1763 | loss: 0.0310325 | val_loss: 0.0312971 | Time: 18022.9 ms [2022-01-19 05:17:44 main:574] : INFO : Epoch 1764 | loss: 0.0310004 | val_loss: 0.0313073 | Time: 19827.2 ms [2022-01-19 05:18:03 main:574] : INFO : Epoch 1765 | loss: 0.0309948 | val_loss: 0.0312636 | Time: 19385.5 ms [2022-01-19 05:18:23 main:574] : INFO : Epoch 1766 | loss: 0.0309933 | val_loss: 0.0312569 | Time: 19247.2 ms [2022-01-19 05:18:42 main:574] : INFO : Epoch 1767 | loss: 0.0309836 | val_loss: 0.0312765 | Time: 19573 ms [2022-01-19 05:19:01 main:574] : INFO : Epoch 1768 | loss: 0.0309799 | val_loss: 0.0312735 | Time: 18699.7 ms [2022-01-19 05:19:19 main:574] : INFO : Epoch 1769 | loss: 0.0309846 | val_loss: 0.0313107 | Time: 17622.6 ms [2022-01-19 05:19:36 main:574] : INFO : Epoch 1770 | loss: 0.0309947 | val_loss: 0.0312286 | Time: 17346 ms [2022-01-19 05:19:54 main:574] : INFO : Epoch 1771 | loss: 0.030993 | val_loss: 0.0312371 | Time: 17747 ms [2022-01-19 05:20:13 main:574] : INFO : Epoch 1772 | loss: 0.030984 | val_loss: 0.0312668 | Time: 18947.3 ms [2022-01-19 05:20:33 main:574] : INFO : Epoch 1773 | loss: 0.0309804 | val_loss: 0.0312809 | Time: 19306.3 ms [2022-01-19 05:20:52 main:574] : INFO : Epoch 1774 | loss: 0.0309847 | val_loss: 0.0312814 | Time: 19125.8 ms [2022-01-19 05:21:10 main:574] : INFO : Epoch 1775 | loss: 0.0309886 | val_loss: 0.0312782 | Time: 18192.9 ms [2022-01-19 05:21:28 main:574] : INFO : Epoch 1776 | loss: 0.030984 | val_loss: 0.0312549 | Time: 17684.7 ms [2022-01-19 05:21:45 main:574] : INFO : Epoch 1777 | loss: 0.030981 | val_loss: 0.0312471 | Time: 17269.1 ms [2022-01-19 05:22:05 main:574] : INFO : Epoch 1778 | loss: 0.0309881 | val_loss: 0.0312885 | Time: 19503.4 ms [2022-01-19 05:22:25 main:574] : INFO : Epoch 1779 | loss: 0.0309851 | val_loss: 0.0313167 | Time: 19586.3 ms [2022-01-19 05:22:43 main:574] : INFO : Epoch 1780 | loss: 0.0309836 | val_loss: 0.0312882 | Time: 18636.7 ms [2022-01-19 05:23:02 main:574] : INFO : Epoch 1781 | loss: 0.0309852 | val_loss: 0.0312835 | Time: 18705.5 ms [2022-01-19 05:23:20 main:574] : INFO : Epoch 1782 | loss: 0.0309848 | val_loss: 0.0312336 | Time: 18303.2 ms [2022-01-19 05:23:39 main:574] : INFO : Epoch 1783 | loss: 0.030986 | val_loss: 0.0312947 | Time: 18405.1 ms [2022-01-19 05:23:59 main:574] : INFO : Epoch 1784 | loss: 0.030989 | val_loss: 0.0312718 | Time: 19926.5 ms [2022-01-19 05:24:17 main:574] : INFO : Epoch 1785 | loss: 0.0309847 | val_loss: 0.0312789 | Time: 17706.8 ms [2022-01-19 05:24:36 main:574] : INFO : Epoch 1786 | loss: 0.0309819 | val_loss: 0.031305 | Time: 18621.3 ms [2022-01-19 05:24:55 main:574] : INFO : Epoch 1787 | loss: 0.0309864 | val_loss: 0.0312468 | Time: 19382.5 ms [2022-01-19 05:25:12 main:574] : INFO : Epoch 1788 | loss: 0.0309807 | val_loss: 0.0312748 | Time: 17055.3 ms [2022-01-19 05:25:31 main:574] : INFO : Epoch 1789 | loss: 0.030974 | val_loss: 0.0312815 | Time: 18479.2 ms [2022-01-19 05:25:49 main:574] : INFO : Epoch 1790 | loss: 0.0309809 | val_loss: 0.0312805 | Time: 17485.6 ms [2022-01-19 05:26:08 main:574] : INFO : Epoch 1791 | loss: 0.0309829 | val_loss: 0.0312798 | Time: 18983.4 ms [2022-01-19 05:26:26 main:574] : INFO : Epoch 1792 | loss: 0.0309781 | val_loss: 0.0312711 | Time: 18284 ms [2022-01-19 05:26:45 main:574] : INFO : Epoch 1793 | loss: 0.0309812 | val_loss: 0.0312751 | Time: 18276.9 ms [2022-01-19 05:27:01 main:574] : INFO : Epoch 1794 | loss: 0.0309817 | val_loss: 0.0312714 | Time: 16543.9 ms [2022-01-19 05:27:19 main:574] : INFO : Epoch 1795 | loss: 0.0309865 | val_loss: 0.0312522 | Time: 17783.2 ms [2022-01-19 05:27:36 main:574] : INFO : Epoch 1796 | loss: 0.0309934 | val_loss: 0.0312949 | Time: 17172.2 ms [2022-01-19 05:27:55 main:574] : INFO : Epoch 1797 | loss: 0.0309761 | val_loss: 0.0312723 | Time: 18284.2 ms [2022-01-19 05:28:14 main:574] : INFO : Epoch 1798 | loss: 0.030978 | val_loss: 0.0313012 | Time: 19358.7 ms [2022-01-19 05:28:32 main:574] : INFO : Epoch 1799 | loss: 0.0309861 | val_loss: 0.0312931 | Time: 17810.6 ms [2022-01-19 05:28:50 main:574] : INFO : Epoch 1800 | loss: 0.0309837 | val_loss: 0.031264 | Time: 18289.5 ms [2022-01-19 05:29:08 main:574] : INFO : Epoch 1801 | loss: 0.0309812 | val_loss: 0.031303 | Time: 17647.3 ms [2022-01-19 05:29:25 main:574] : INFO : Epoch 1802 | loss: 0.0309787 | val_loss: 0.0312563 | Time: 17072.5 ms [2022-01-19 05:29:44 main:574] : INFO : Epoch 1803 | loss: 0.0309781 | val_loss: 0.0312808 | Time: 18701.3 ms [2022-01-19 05:30:03 main:574] : INFO : Epoch 1804 | loss: 0.0309839 | val_loss: 0.0312627 | Time: 18699.5 ms [2022-01-19 05:30:20 main:574] : INFO : Epoch 1805 | loss: 0.0309933 | val_loss: 0.0312602 | Time: 17233.1 ms [2022-01-19 05:30:38 main:574] : INFO : Epoch 1806 | loss: 0.0309864 | val_loss: 0.0312585 | Time: 17979.3 ms [2022-01-19 05:30:56 main:574] : INFO : Epoch 1807 | loss: 0.0309872 | val_loss: 0.0312794 | Time: 17598.4 ms [2022-01-19 05:31:14 main:574] : INFO : Epoch 1808 | loss: 0.0309816 | val_loss: 0.0312758 | Time: 17755.9 ms [2022-01-19 05:31:32 main:574] : INFO : Epoch 1809 | loss: 0.0309777 | val_loss: 0.031286 | Time: 17591.5 ms [2022-01-19 05:31:50 main:574] : INFO : Epoch 1810 | loss: 0.0309793 | val_loss: 0.0312617 | Time: 17730.9 ms [2022-01-19 05:32:07 main:574] : INFO : Epoch 1811 | loss: 0.0309913 | val_loss: 0.031264 | Time: 17297.9 ms [2022-01-19 05:32:25 main:574] : INFO : Epoch 1812 | loss: 0.0309859 | val_loss: 0.0312755 | Time: 17985.2 ms [2022-01-19 05:32:44 main:574] : INFO : Epoch 1813 | loss: 0.0309915 | val_loss: 0.0312469 | Time: 18821.2 ms [2022-01-19 05:33:03 main:574] : INFO : Epoch 1814 | loss: 0.0309937 | val_loss: 0.0312541 | Time: 18738.9 ms [2022-01-19 05:33:20 main:574] : INFO : Epoch 1815 | loss: 0.0309954 | val_loss: 0.0313146 | Time: 16648.4 ms [2022-01-19 05:33:38 main:574] : INFO : Epoch 1816 | loss: 0.0309879 | val_loss: 0.0312727 | Time: 18391.2 ms [2022-01-19 05:33:56 main:574] : INFO : Epoch 1817 | loss: 0.0309842 | val_loss: 0.0313096 | Time: 17358.2 ms [2022-01-19 05:34:14 main:574] : INFO : Epoch 1818 | loss: 0.0309964 | val_loss: 0.031256 | Time: 18597.4 ms [2022-01-19 05:34:32 main:574] : INFO : Epoch 1819 | loss: 0.031009 | val_loss: 0.0313103 | Time: 17414.3 ms [2022-01-19 05:34:48 main:574] : INFO : Epoch 1820 | loss: 0.0310009 | val_loss: 0.0312581 | Time: 16143.6 ms [2022-01-19 05:35:05 main:574] : INFO : Epoch 1821 | loss: 0.030987 | val_loss: 0.0312598 | Time: 17311.8 ms [2022-01-19 05:35:24 main:574] : INFO : Epoch 1822 | loss: 0.0309853 | val_loss: 0.0312793 | Time: 18238.8 ms [2022-01-19 05:35:40 main:574] : INFO : Epoch 1823 | loss: 0.0309888 | val_loss: 0.0312466 | Time: 16436.8 ms [2022-01-19 05:35:58 main:574] : INFO : Epoch 1824 | loss: 0.030997 | val_loss: 0.0312431 | Time: 17641.8 ms [2022-01-19 05:36:17 main:574] : INFO : Epoch 1825 | loss: 0.0309846 | val_loss: 0.0312856 | Time: 18439.9 ms [2022-01-19 05:36:35 main:574] : INFO : Epoch 1826 | loss: 0.0309824 | val_loss: 0.0312913 | Time: 17832.4 ms [2022-01-19 05:36:52 main:574] : INFO : Epoch 1827 | loss: 0.0309796 | val_loss: 0.0312672 | Time: 16879.7 ms [2022-01-19 05:37:11 main:574] : INFO : Epoch 1828 | loss: 0.0309822 | val_loss: 0.0312523 | Time: 19666.1 ms [2022-01-19 05:37:29 main:574] : INFO : Epoch 1829 | loss: 0.0309864 | val_loss: 0.0312639 | Time: 17408.3 ms [2022-01-19 05:37:45 main:574] : INFO : Epoch 1830 | loss: 0.0309799 | val_loss: 0.0312718 | Time: 16352.1 ms [2022-01-19 05:38:03 main:574] : INFO : Epoch 1831 | loss: 0.0309772 | val_loss: 0.0312813 | Time: 17690.8 ms [2022-01-19 05:38:22 main:574] : INFO : Epoch 1832 | loss: 0.0309794 | val_loss: 0.0312337 | Time: 18797.3 ms [2022-01-19 05:38:40 main:574] : INFO : Epoch 1833 | loss: 0.0309948 | val_loss: 0.0312659 | Time: 18265.3 ms [2022-01-19 05:39:01 main:574] : INFO : Epoch 1834 | loss: 0.0309914 | val_loss: 0.0312785 | Time: 20212.5 ms [2022-01-19 05:39:20 main:574] : INFO : Epoch 1835 | loss: 0.0309908 | val_loss: 0.0312538 | Time: 19419.4 ms [2022-01-19 05:39:40 main:574] : INFO : Epoch 1836 | loss: 0.0309809 | val_loss: 0.031247 | Time: 19855 ms [2022-01-19 05:40:00 main:574] : INFO : Epoch 1837 | loss: 0.0309924 | val_loss: 0.0312671 | Time: 20015.5 ms [2022-01-19 05:40:21 main:574] : INFO : Epoch 1838 | loss: 0.0309945 | val_loss: 0.0312727 | Time: 20194.1 ms [2022-01-19 05:40:41 main:574] : INFO : Epoch 1839 | loss: 0.0309916 | val_loss: 0.031273 | Time: 19976.6 ms [2022-01-19 05:41:00 main:574] : INFO : Epoch 1840 | loss: 0.0309842 | val_loss: 0.0312897 | Time: 19398.5 ms [2022-01-19 05:41:18 main:574] : INFO : Epoch 1841 | loss: 0.031003 | val_loss: 0.0312324 | Time: 17811.3 ms [2022-01-19 05:41:37 main:574] : INFO : Epoch 1842 | loss: 0.0309901 | val_loss: 0.0312908 | Time: 18993.8 ms [2022-01-19 05:41:56 main:574] : INFO : Epoch 1843 | loss: 0.0309838 | val_loss: 0.0312611 | Time: 18869.8 ms [2022-01-19 05:42:16 main:574] : INFO : Epoch 1844 | loss: 0.0309747 | val_loss: 0.031301 | Time: 19679.3 ms [2022-01-19 05:42:36 main:574] : INFO : Epoch 1845 | loss: 0.0309763 | val_loss: 0.0312699 | Time: 19877.6 ms [2022-01-19 05:42:56 main:574] : INFO : Epoch 1846 | loss: 0.0309872 | val_loss: 0.0312733 | Time: 19408.1 ms [2022-01-19 05:43:15 main:574] : INFO : Epoch 1847 | loss: 0.0309865 | val_loss: 0.031244 | Time: 19225.5 ms [2022-01-19 05:43:33 main:574] : INFO : Epoch 1848 | loss: 0.0309839 | val_loss: 0.0312802 | Time: 18159.8 ms [2022-01-19 05:43:52 main:574] : INFO : Epoch 1849 | loss: 0.0309942 | val_loss: 0.0313022 | Time: 19054.4 ms [2022-01-19 05:44:13 main:574] : INFO : Epoch 1850 | loss: 0.030991 | val_loss: 0.0312426 | Time: 20217.9 ms [2022-01-19 05:44:34 main:574] : INFO : Epoch 1851 | loss: 0.0309816 | val_loss: 0.0312773 | Time: 20749.5 ms [2022-01-19 05:44:54 main:574] : INFO : Epoch 1852 | loss: 0.0309864 | val_loss: 0.031304 | Time: 19842.1 ms [2022-01-19 05:45:13 main:574] : INFO : Epoch 1853 | loss: 0.0309855 | val_loss: 0.0313051 | Time: 19364.2 ms [2022-01-19 05:45:33 main:574] : INFO : Epoch 1854 | loss: 0.0309856 | val_loss: 0.0312569 | Time: 19954.8 ms [2022-01-19 05:45:53 main:574] : INFO : Epoch 1855 | loss: 0.0309993 | val_loss: 0.031255 | Time: 19383.6 ms [2022-01-19 05:46:12 main:574] : INFO : Epoch 1856 | loss: 0.0309892 | val_loss: 0.031271 | Time: 18874.7 ms [2022-01-19 05:46:32 main:574] : INFO : Epoch 1857 | loss: 0.0309956 | val_loss: 0.0312521 | Time: 20015.3 ms [2022-01-19 05:46:52 main:574] : INFO : Epoch 1858 | loss: 0.0309948 | val_loss: 0.0312397 | Time: 19875.3 ms [2022-01-19 05:47:12 main:574] : INFO : Epoch 1859 | loss: 0.0309852 | val_loss: 0.0312728 | Time: 20458.6 ms [2022-01-19 05:47:33 main:574] : INFO : Epoch 1860 | loss: 0.0309798 | val_loss: 0.0312978 | Time: 19816.2 ms [2022-01-19 05:47:53 main:574] : INFO : Epoch 1861 | loss: 0.0309861 | val_loss: 0.0312523 | Time: 20411.1 ms [2022-01-19 05:48:12 main:574] : INFO : Epoch 1862 | loss: 0.0309809 | val_loss: 0.0312952 | Time: 18704.8 ms [2022-01-19 05:48:30 main:574] : INFO : Epoch 1863 | loss: 0.030973 | val_loss: 0.0312577 | Time: 17936.9 ms [2022-01-19 05:48:49 main:574] : INFO : Epoch 1864 | loss: 0.0309812 | val_loss: 0.0312656 | Time: 18996 ms [2022-01-19 05:49:08 main:574] : INFO : Epoch 1865 | loss: 0.0309837 | val_loss: 0.0312713 | Time: 18914 ms [2022-01-19 05:49:28 main:574] : INFO : Epoch 1866 | loss: 0.0309934 | val_loss: 0.031259 | Time: 19294.4 ms [2022-01-19 05:49:47 main:574] : INFO : Epoch 1867 | loss: 0.030986 | val_loss: 0.0312637 | Time: 19292.3 ms [2022-01-19 05:50:07 main:574] : INFO : Epoch 1868 | loss: 0.0309845 | val_loss: 0.0312994 | Time: 19520.2 ms [2022-01-19 05:50:26 main:574] : INFO : Epoch 1869 | loss: 0.0309808 | val_loss: 0.0312694 | Time: 19027.9 ms [2022-01-19 05:50:46 main:574] : INFO : Epoch 1870 | loss: 0.0309816 | val_loss: 0.0312863 | Time: 19714.9 ms [2022-01-19 05:51:12 main:574] : INFO : Epoch 1871 | loss: 0.0309774 | val_loss: 0.0312591 | Time: 25915.9 ms [2022-01-19 05:51:33 main:574] : INFO : Epoch 1872 | loss: 0.0309899 | val_loss: 0.0313045 | Time: 21302.7 ms [2022-01-19 05:51:53 main:574] : INFO : Epoch 1873 | loss: 0.0309909 | val_loss: 0.0312545 | Time: 19667.5 ms [2022-01-19 05:52:13 main:574] : INFO : Epoch 1874 | loss: 0.030989 | val_loss: 0.0312456 | Time: 20595.1 ms [2022-01-19 05:52:34 main:574] : INFO : Epoch 1875 | loss: 0.0309811 | val_loss: 0.0313056 | Time: 20816.8 ms [2022-01-19 05:52:54 main:574] : INFO : Epoch 1876 | loss: 0.0309812 | val_loss: 0.0312674 | Time: 19742.5 ms [2022-01-19 05:53:15 main:574] : INFO : Epoch 1877 | loss: 0.0310188 | val_loss: 0.031235 | Time: 20058 ms [2022-01-19 05:53:34 main:574] : INFO : Epoch 1878 | loss: 0.0310063 | val_loss: 0.0312519 | Time: 19455.2 ms [2022-01-19 05:53:54 main:574] : INFO : Epoch 1879 | loss: 0.0310092 | val_loss: 0.0312829 | Time: 19542.9 ms [2022-01-19 05:54:12 main:574] : INFO : Epoch 1880 | loss: 0.0309869 | val_loss: 0.031272 | Time: 18540.9 ms [2022-01-19 05:54:32 main:574] : INFO : Epoch 1881 | loss: 0.0309817 | val_loss: 0.0312812 | Time: 19233.1 ms [2022-01-19 05:54:52 main:574] : INFO : Epoch 1882 | loss: 0.0309828 | val_loss: 0.0312525 | Time: 20022.4 ms [2022-01-19 05:55:12 main:574] : INFO : Epoch 1883 | loss: 0.0309958 | val_loss: 0.0312614 | Time: 20128.4 ms [2022-01-19 05:55:37 main:574] : INFO : Epoch 1884 | loss: 0.0309836 | val_loss: 0.0312939 | Time: 24430.5 ms [2022-01-19 05:55:57 main:574] : INFO : Epoch 1885 | loss: 0.0309785 | val_loss: 0.0312888 | Time: 19647.8 ms [2022-01-19 05:56:16 main:574] : INFO : Epoch 1886 | loss: 0.0309827 | val_loss: 0.0312671 | Time: 19915 ms [2022-01-19 05:56:35 main:574] : INFO : Epoch 1887 | loss: 0.031002 | val_loss: 0.031268 | Time: 18115.7 ms [2022-01-19 05:56:54 main:574] : INFO : Epoch 1888 | loss: 0.030991 | val_loss: 0.031282 | Time: 19321.8 ms [2022-01-19 05:57:14 main:574] : INFO : Epoch 1889 | loss: 0.0309964 | val_loss: 0.0312681 | Time: 20084.2 ms [2022-01-19 05:57:34 main:574] : INFO : Epoch 1890 | loss: 0.0309892 | val_loss: 0.0312899 | Time: 19892.3 ms [2022-01-19 05:57:55 main:574] : INFO : Epoch 1891 | loss: 0.0309827 | val_loss: 0.0312681 | Time: 20968.4 ms [2022-01-19 05:58:15 main:574] : INFO : Epoch 1892 | loss: 0.0309797 | val_loss: 0.0312571 | Time: 19388.7 ms [2022-01-19 05:58:34 main:574] : INFO : Epoch 1893 | loss: 0.0309896 | val_loss: 0.0312856 | Time: 18869.6 ms [2022-01-19 05:58:52 main:574] : INFO : Epoch 1894 | loss: 0.0309829 | val_loss: 0.0312535 | Time: 18163.3 ms [2022-01-19 05:59:11 main:574] : INFO : Epoch 1895 | loss: 0.0309819 | val_loss: 0.0312596 | Time: 18716.5 ms [2022-01-19 05:59:31 main:574] : INFO : Epoch 1896 | loss: 0.0309866 | val_loss: 0.0312842 | Time: 19797.8 ms [2022-01-19 05:59:51 main:574] : INFO : Epoch 1897 | loss: 0.0309829 | val_loss: 0.0312585 | Time: 19770.4 ms [2022-01-19 06:00:12 main:574] : INFO : Epoch 1898 | loss: 0.0309881 | val_loss: 0.0312686 | Time: 20768.8 ms [2022-01-19 06:00:34 main:574] : INFO : Epoch 1899 | loss: 0.0309856 | val_loss: 0.0312727 | Time: 21466.3 ms [2022-01-19 06:00:53 main:574] : INFO : Epoch 1900 | loss: 0.0309925 | val_loss: 0.0312474 | Time: 19491.7 ms [2022-01-19 06:01:13 main:574] : INFO : Epoch 1901 | loss: 0.0309952 | val_loss: 0.0312741 | Time: 19759.2 ms [2022-01-19 06:01:32 main:574] : INFO : Epoch 1902 | loss: 0.0309821 | val_loss: 0.0312988 | Time: 18824.6 ms [2022-01-19 06:01:52 main:574] : INFO : Epoch 1903 | loss: 0.0309803 | val_loss: 0.0312842 | Time: 19222.9 ms [2022-01-19 06:02:11 main:574] : INFO : Epoch 1904 | loss: 0.0309771 | val_loss: 0.0312599 | Time: 19211.9 ms [2022-01-19 06:02:32 main:574] : INFO : Epoch 1905 | loss: 0.0309839 | val_loss: 0.0312667 | Time: 21021.4 ms [2022-01-19 06:02:52 main:574] : INFO : Epoch 1906 | loss: 0.0309804 | val_loss: 0.0312727 | Time: 19955.2 ms [2022-01-19 06:03:12 main:574] : INFO : Epoch 1907 | loss: 0.0309815 | val_loss: 0.0312921 | Time: 20109 ms [2022-01-19 06:03:27 main:574] : INFO : Epoch 1908 | loss: 0.0309892 | val_loss: 0.0312434 | Time: 14785.5 ms [2022-01-19 06:03:42 main:574] : INFO : Epoch 1909 | loss: 0.0310004 | val_loss: 0.0312839 | Time: 14545.3 ms [2022-01-19 06:03:57 main:574] : INFO : Epoch 1910 | loss: 0.0309897 | val_loss: 0.0312542 | Time: 15411.1 ms [2022-01-19 06:04:13 main:574] : INFO : Epoch 1911 | loss: 0.0309792 | val_loss: 0.0312614 | Time: 15242.1 ms [2022-01-19 06:04:27 main:574] : INFO : Epoch 1912 | loss: 0.0309815 | val_loss: 0.0312481 | Time: 14462.8 ms [2022-01-19 06:04:41 main:574] : INFO : Epoch 1913 | loss: 0.0309769 | val_loss: 0.0312918 | Time: 13902.8 ms [2022-01-19 06:04:56 main:574] : INFO : Epoch 1914 | loss: 0.030982 | val_loss: 0.0312732 | Time: 14890.2 ms [2022-01-19 06:05:10 main:574] : INFO : Epoch 1915 | loss: 0.0309891 | val_loss: 0.0312766 | Time: 13656.8 ms [2022-01-19 06:05:23 main:574] : INFO : Epoch 1916 | loss: 0.0309866 | val_loss: 0.0312816 | Time: 13518.9 ms [2022-01-19 06:05:37 main:574] : INFO : Epoch 1917 | loss: 0.0309836 | val_loss: 0.0312781 | Time: 13938.5 ms [2022-01-19 06:05:52 main:574] : INFO : Epoch 1918 | loss: 0.0309779 | val_loss: 0.0312688 | Time: 14579.4 ms [2022-01-19 06:06:07 main:574] : INFO : Epoch 1919 | loss: 0.0309825 | val_loss: 0.0312871 | Time: 14428.3 ms [2022-01-19 06:06:21 main:574] : INFO : Epoch 1920 | loss: 0.0309778 | val_loss: 0.0312603 | Time: 14512.5 ms [2022-01-19 06:06:36 main:574] : INFO : Epoch 1921 | loss: 0.0309793 | val_loss: 0.0312814 | Time: 14470.7 ms [2022-01-19 06:06:49 main:574] : INFO : Epoch 1922 | loss: 0.0309788 | val_loss: 0.0312783 | Time: 13052 ms [2022-01-19 06:07:04 main:574] : INFO : Epoch 1923 | loss: 0.0309719 | val_loss: 0.0312905 | Time: 14653.3 ms [2022-01-19 06:07:18 main:574] : INFO : Epoch 1924 | loss: 0.0309808 | val_loss: 0.0313063 | Time: 14243.1 ms [2022-01-19 06:07:33 main:574] : INFO : Epoch 1925 | loss: 0.0309893 | val_loss: 0.0312698 | Time: 14541 ms [2022-01-19 06:07:47 main:574] : INFO : Epoch 1926 | loss: 0.0309825 | val_loss: 0.0312614 | Time: 14724.3 ms [2022-01-19 06:08:02 main:574] : INFO : Epoch 1927 | loss: 0.0309936 | val_loss: 0.0313015 | Time: 14408.3 ms [2022-01-19 06:08:16 main:574] : INFO : Epoch 1928 | loss: 0.0309871 | val_loss: 0.0312608 | Time: 14411.6 ms [2022-01-19 06:08:30 main:574] : INFO : Epoch 1929 | loss: 0.0309831 | val_loss: 0.031271 | Time: 13931.2 ms [2022-01-19 06:08:45 main:574] : INFO : Epoch 1930 | loss: 0.0309855 | val_loss: 0.0312556 | Time: 14363.8 ms [2022-01-19 06:09:00 main:574] : INFO : Epoch 1931 | loss: 0.0309838 | val_loss: 0.0312787 | Time: 15360.3 ms [2022-01-19 06:09:16 main:574] : INFO : Epoch 1932 | loss: 0.0309849 | val_loss: 0.0312756 | Time: 15217.5 ms [2022-01-19 06:09:30 main:574] : INFO : Epoch 1933 | loss: 0.0309885 | val_loss: 0.0313144 | Time: 14244.1 ms [2022-01-19 06:09:45 main:574] : INFO : Epoch 1934 | loss: 0.0309851 | val_loss: 0.0312648 | Time: 14481.5 ms [2022-01-19 06:09:58 main:574] : INFO : Epoch 1935 | loss: 0.0309842 | val_loss: 0.0312728 | Time: 13131.1 ms [2022-01-19 06:10:12 main:574] : INFO : Epoch 1936 | loss: 0.0309854 | val_loss: 0.0312741 | Time: 14071.3 ms [2022-01-19 06:10:27 main:574] : INFO : Epoch 1937 | loss: 0.0309797 | val_loss: 0.0312768 | Time: 14812.8 ms [2022-01-19 06:10:41 main:574] : INFO : Epoch 1938 | loss: 0.0309728 | val_loss: 0.0313078 | Time: 14413.3 ms [2022-01-19 06:10:56 main:574] : INFO : Epoch 1939 | loss: 0.0309813 | val_loss: 0.0312541 | Time: 14676.2 ms [2022-01-19 06:11:10 main:574] : INFO : Epoch 1940 | loss: 0.0309955 | val_loss: 0.0312756 | Time: 14234.1 ms [2022-01-19 06:11:24 main:574] : INFO : Epoch 1941 | loss: 0.0309814 | val_loss: 0.0313038 | Time: 13657.2 ms [2022-01-19 06:11:38 main:574] : INFO : Epoch 1942 | loss: 0.0309822 | val_loss: 0.0312696 | Time: 13821.5 ms [2022-01-19 06:11:53 main:574] : INFO : Epoch 1943 | loss: 0.0309859 | val_loss: 0.0312866 | Time: 14599 ms [2022-01-19 06:12:07 main:574] : INFO : Epoch 1944 | loss: 0.0309915 | val_loss: 0.0313073 | Time: 14577.7 ms [2022-01-19 06:12:22 main:574] : INFO : Epoch 1945 | loss: 0.0309862 | val_loss: 0.0312639 | Time: 14631.9 ms [2022-01-19 06:12:37 main:574] : INFO : Epoch 1946 | loss: 0.0309878 | val_loss: 0.0312553 | Time: 14381.3 ms [2022-01-19 06:12:50 main:574] : INFO : Epoch 1947 | loss: 0.0309874 | val_loss: 0.0312967 | Time: 13672.4 ms [2022-01-19 06:13:05 main:574] : INFO : Epoch 1948 | loss: 0.0309806 | val_loss: 0.0312969 | Time: 15015.4 ms [2022-01-19 06:13:20 main:574] : INFO : Epoch 1949 | loss: 0.0309807 | val_loss: 0.0312515 | Time: 14398.7 ms [2022-01-19 06:13:35 main:574] : INFO : Epoch 1950 | loss: 0.0309903 | val_loss: 0.0312526 | Time: 14763.3 ms [2022-01-19 06:13:49 main:574] : INFO : Epoch 1951 | loss: 0.0310013 | val_loss: 0.0312413 | Time: 13800.1 ms [2022-01-19 06:14:03 main:574] : INFO : Epoch 1952 | loss: 0.0309907 | val_loss: 0.0312789 | Time: 14046.7 ms [2022-01-19 06:14:18 main:574] : INFO : Epoch 1953 | loss: 0.0309829 | val_loss: 0.0312575 | Time: 14552.2 ms [2022-01-19 06:14:32 main:574] : INFO : Epoch 1954 | loss: 0.0309933 | val_loss: 0.0312841 | Time: 14354.9 ms [2022-01-19 06:14:47 main:574] : INFO : Epoch 1955 | loss: 0.0309972 | val_loss: 0.0312616 | Time: 15073.3 ms [2022-01-19 06:15:01 main:574] : INFO : Epoch 1956 | loss: 0.030983 | val_loss: 0.0312721 | Time: 14161.9 ms [2022-01-19 06:15:16 main:574] : INFO : Epoch 1957 | loss: 0.0309761 | val_loss: 0.0312463 | Time: 14476.3 ms [2022-01-19 06:15:30 main:574] : INFO : Epoch 1958 | loss: 0.0309809 | val_loss: 0.0312658 | Time: 13663.6 ms [2022-01-19 06:15:45 main:574] : INFO : Epoch 1959 | loss: 0.0309784 | val_loss: 0.0312481 | Time: 14753.3 ms [2022-01-19 06:15:59 main:574] : INFO : Epoch 1960 | loss: 0.0309815 | val_loss: 0.0312641 | Time: 14198.5 ms [2022-01-19 06:16:13 main:574] : INFO : Epoch 1961 | loss: 0.0309772 | val_loss: 0.0312851 | Time: 14338.1 ms [2022-01-19 06:16:28 main:574] : INFO : Epoch 1962 | loss: 0.0309856 | val_loss: 0.0312854 | Time: 14705.4 ms [2022-01-19 06:16:43 main:574] : INFO : Epoch 1963 | loss: 0.0309923 | val_loss: 0.0313099 | Time: 14463.9 ms [2022-01-19 06:16:57 main:574] : INFO : Epoch 1964 | loss: 0.0309959 | val_loss: 0.0312856 | Time: 14387.2 ms [2022-01-19 06:17:12 main:574] : INFO : Epoch 1965 | loss: 0.0309813 | val_loss: 0.0312577 | Time: 14646.6 ms [2022-01-19 06:17:27 main:574] : INFO : Epoch 1966 | loss: 0.0309809 | val_loss: 0.0312812 | Time: 15033.4 ms [2022-01-19 06:17:41 main:574] : INFO : Epoch 1967 | loss: 0.0309712 | val_loss: 0.0312573 | Time: 14187.2 ms [2022-01-19 06:17:56 main:574] : INFO : Epoch 1968 | loss: 0.03098 | val_loss: 0.0313022 | Time: 14875.3 ms [2022-01-19 06:18:10 main:574] : INFO : Epoch 1969 | loss: 0.0309757 | val_loss: 0.0312743 | Time: 14129.1 ms [2022-01-19 06:18:25 main:574] : INFO : Epoch 1970 | loss: 0.0309867 | val_loss: 0.0312835 | Time: 14410.7 ms [2022-01-19 06:18:39 main:574] : INFO : Epoch 1971 | loss: 0.0309883 | val_loss: 0.031265 | Time: 14129.7 ms [2022-01-19 06:18:54 main:574] : INFO : Epoch 1972 | loss: 0.0309894 | val_loss: 0.0312911 | Time: 14645.9 ms [2022-01-19 06:19:08 main:574] : INFO : Epoch 1973 | loss: 0.0310097 | val_loss: 0.0312349 | Time: 14233.5 ms [2022-01-19 06:19:22 main:574] : INFO : Epoch 1974 | loss: 0.0310092 | val_loss: 0.0312735 | Time: 13902.3 ms [2022-01-19 06:19:37 main:574] : INFO : Epoch 1975 | loss: 0.0310378 | val_loss: 0.0312139 | Time: 14364.5 ms [2022-01-19 06:19:51 main:574] : INFO : Epoch 1976 | loss: 0.0310443 | val_loss: 0.0312657 | Time: 14315.2 ms [2022-01-19 06:20:06 main:574] : INFO : Epoch 1977 | loss: 0.0310039 | val_loss: 0.0312738 | Time: 14487.5 ms [2022-01-19 06:20:20 main:574] : INFO : Epoch 1978 | loss: 0.0309887 | val_loss: 0.0312873 | Time: 14369 ms [2022-01-19 06:20:34 main:574] : INFO : Epoch 1979 | loss: 0.0309873 | val_loss: 0.0312975 | Time: 14178.5 ms [2022-01-19 06:20:49 main:574] : INFO : Epoch 1980 | loss: 0.0309928 | val_loss: 0.0312351 | Time: 14255.1 ms [2022-01-19 06:21:03 main:574] : INFO : Epoch 1981 | loss: 0.0310151 | val_loss: 0.0312808 | Time: 14197.3 ms [2022-01-19 06:21:18 main:574] : INFO : Epoch 1982 | loss: 0.0309973 | val_loss: 0.0312788 | Time: 14857.2 ms [2022-01-19 06:21:32 main:574] : INFO : Epoch 1983 | loss: 0.0309801 | val_loss: 0.0312855 | Time: 14422.9 ms [2022-01-19 06:21:47 main:574] : INFO : Epoch 1984 | loss: 0.0310016 | val_loss: 0.031279 | Time: 14790.7 ms [2022-01-19 06:22:02 main:574] : INFO : Epoch 1985 | loss: 0.0309938 | val_loss: 0.0312568 | Time: 14400.2 ms [2022-01-19 06:22:16 main:574] : INFO : Epoch 1986 | loss: 0.0309891 | val_loss: 0.0312786 | Time: 14215.5 ms [2022-01-19 06:22:30 main:574] : INFO : Epoch 1987 | loss: 0.030989 | val_loss: 0.0312464 | Time: 14068.5 ms [2022-01-19 06:22:45 main:574] : INFO : Epoch 1988 | loss: 0.0309859 | val_loss: 0.0312824 | Time: 14489.9 ms [2022-01-19 06:23:00 main:574] : INFO : Epoch 1989 | loss: 0.03098 | val_loss: 0.0312752 | Time: 14447.5 ms [2022-01-19 06:23:14 main:574] : INFO : Epoch 1990 | loss: 0.030985 | val_loss: 0.0312714 | Time: 14793.3 ms [2022-01-19 06:23:28 main:574] : INFO : Epoch 1991 | loss: 0.0309854 | val_loss: 0.0313018 | Time: 14024.6 ms [2022-01-19 06:23:43 main:574] : INFO : Epoch 1992 | loss: 0.0309883 | val_loss: 0.0312783 | Time: 14520.7 ms [2022-01-19 06:23:59 main:574] : INFO : Epoch 1993 | loss: 0.0309874 | val_loss: 0.0312735 | Time: 15329.3 ms [2022-01-19 06:24:13 main:574] : INFO : Epoch 1994 | loss: 0.0309861 | val_loss: 0.031255 | Time: 14176.2 ms [2022-01-19 06:24:28 main:574] : INFO : Epoch 1995 | loss: 0.03098 | val_loss: 0.0312938 | Time: 14680.9 ms [2022-01-19 06:24:42 main:574] : INFO : Epoch 1996 | loss: 0.0309777 | val_loss: 0.0312624 | Time: 14130.3 ms [2022-01-19 06:24:56 main:574] : INFO : Epoch 1997 | loss: 0.0309818 | val_loss: 0.0312837 | Time: 14372 ms [2022-01-19 06:25:10 main:574] : INFO : Epoch 1998 | loss: 0.0309794 | val_loss: 0.0312485 | Time: 13660.7 ms [2022-01-19 06:25:25 main:574] : INFO : Epoch 1999 | loss: 0.0309868 | val_loss: 0.0312629 | Time: 14471.8 ms [2022-01-19 06:25:39 main:574] : INFO : Epoch 2000 | loss: 0.0309774 | val_loss: 0.0312917 | Time: 14347 ms [2022-01-19 06:25:54 main:574] : INFO : Epoch 2001 | loss: 0.0309815 | val_loss: 0.0312615 | Time: 14668.8 ms [2022-01-19 06:26:09 main:574] : INFO : Epoch 2002 | loss: 0.0309868 | val_loss: 0.0312813 | Time: 14772.5 ms [2022-01-19 06:26:23 main:574] : INFO : Epoch 2003 | loss: 0.0309957 | val_loss: 0.0312928 | Time: 14775.9 ms [2022-01-19 06:26:39 main:574] : INFO : Epoch 2004 | loss: 0.0309954 | val_loss: 0.0312685 | Time: 14962 ms [2022-01-19 06:26:52 main:574] : INFO : Epoch 2005 | loss: 0.0309797 | val_loss: 0.0312639 | Time: 13617.7 ms [2022-01-19 06:27:07 main:574] : INFO : Epoch 2006 | loss: 0.03099 | val_loss: 0.0312957 | Time: 14343.4 ms [2022-01-19 06:27:21 main:574] : INFO : Epoch 2007 | loss: 0.030995 | val_loss: 0.0312447 | Time: 14361.6 ms [2022-01-19 06:27:36 main:574] : INFO : Epoch 2008 | loss: 0.0309972 | val_loss: 0.031225 | Time: 14963.7 ms [2022-01-19 06:27:51 main:574] : INFO : Epoch 2009 | loss: 0.0309872 | val_loss: 0.0312939 | Time: 14314.5 ms [2022-01-19 06:28:05 main:574] : INFO : Epoch 2010 | loss: 0.0309782 | val_loss: 0.0312891 | Time: 14066 ms [2022-01-19 06:28:19 main:574] : INFO : Epoch 2011 | loss: 0.0309801 | val_loss: 0.0312721 | Time: 14185.4 ms [2022-01-19 06:28:33 main:574] : INFO : Epoch 2012 | loss: 0.0309886 | val_loss: 0.0312406 | Time: 13974.6 ms [2022-01-19 06:28:48 main:574] : INFO : Epoch 2013 | loss: 0.0309926 | val_loss: 0.0312814 | Time: 14799.7 ms [2022-01-19 06:29:02 main:574] : INFO : Epoch 2014 | loss: 0.0309838 | val_loss: 0.0312527 | Time: 14491 ms [2022-01-19 06:29:17 main:574] : INFO : Epoch 2015 | loss: 0.0309875 | val_loss: 0.0312638 | Time: 14600.4 ms [2022-01-19 06:29:30 main:574] : INFO : Epoch 2016 | loss: 0.0309903 | val_loss: 0.0313154 | Time: 13189.9 ms [2022-01-19 06:29:45 main:574] : INFO : Epoch 2017 | loss: 0.0309919 | val_loss: 0.0312526 | Time: 14170.8 ms [2022-01-19 06:29:59 main:574] : INFO : Epoch 2018 | loss: 0.0309843 | val_loss: 0.031266 | Time: 14547.2 ms [2022-01-19 06:30:14 main:574] : INFO : Epoch 2019 | loss: 0.0309908 | val_loss: 0.0312546 | Time: 14177.6 ms [2022-01-19 06:30:28 main:574] : INFO : Epoch 2020 | loss: 0.0309867 | val_loss: 0.0312612 | Time: 14557.5 ms [2022-01-19 06:30:43 main:574] : INFO : Epoch 2021 | loss: 0.0309902 | val_loss: 0.0312789 | Time: 14608.5 ms [2022-01-19 06:30:58 main:574] : INFO : Epoch 2022 | loss: 0.030991 | val_loss: 0.0312575 | Time: 14529.2 ms [2022-01-19 06:31:11 main:574] : INFO : Epoch 2023 | loss: 0.0309799 | val_loss: 0.0312747 | Time: 13055.8 ms [2022-01-19 06:31:25 main:574] : INFO : Epoch 2024 | loss: 0.0309794 | val_loss: 0.0312918 | Time: 13970 ms [2022-01-19 06:31:40 main:574] : INFO : Epoch 2025 | loss: 0.0309821 | val_loss: 0.0313097 | Time: 14788.8 ms [2022-01-19 06:31:55 main:574] : INFO : Epoch 2026 | loss: 0.0309774 | val_loss: 0.0312718 | Time: 14917.6 ms [2022-01-19 06:32:09 main:574] : INFO : Epoch 2027 | loss: 0.0310053 | val_loss: 0.0312666 | Time: 14579 ms [2022-01-19 06:32:24 main:574] : INFO : Epoch 2028 | loss: 0.0309929 | val_loss: 0.031236 | Time: 14467.6 ms [2022-01-19 06:32:38 main:574] : INFO : Epoch 2029 | loss: 0.0309821 | val_loss: 0.0312786 | Time: 14579.6 ms [2022-01-19 06:32:52 main:574] : INFO : Epoch 2030 | loss: 0.0309793 | val_loss: 0.0312777 | Time: 13085.7 ms [2022-01-19 06:33:06 main:574] : INFO : Epoch 2031 | loss: 0.0309779 | val_loss: 0.0312707 | Time: 14132.5 ms [2022-01-19 06:33:20 main:574] : INFO : Epoch 2032 | loss: 0.0309818 | val_loss: 0.0312579 | Time: 14099.9 ms [2022-01-19 06:33:35 main:574] : INFO : Epoch 2033 | loss: 0.0309903 | val_loss: 0.0312724 | Time: 14893 ms [2022-01-19 06:33:50 main:574] : INFO : Epoch 2034 | loss: 0.0309823 | val_loss: 0.0312939 | Time: 14431.1 ms [2022-01-19 06:34:04 main:574] : INFO : Epoch 2035 | loss: 0.0309816 | val_loss: 0.0312602 | Time: 14171.3 ms [2022-01-19 06:34:18 main:574] : INFO : Epoch 2036 | loss: 0.0309947 | val_loss: 0.031259 | Time: 14051 ms [2022-01-19 06:34:32 main:574] : INFO : Epoch 2037 | loss: 0.0310331 | val_loss: 0.0312631 | Time: 13916.7 ms [2022-01-19 06:34:47 main:574] : INFO : Epoch 2038 | loss: 0.0310069 | val_loss: 0.031269 | Time: 15094.9 ms [2022-01-19 06:35:02 main:574] : INFO : Epoch 2039 | loss: 0.0310045 | val_loss: 0.0312605 | Time: 14278.2 ms [2022-01-19 06:35:16 main:574] : INFO : Epoch 2040 | loss: 0.0309891 | val_loss: 0.0312638 | Time: 14664.6 ms [2022-01-19 06:35:30 main:574] : INFO : Epoch 2041 | loss: 0.0309789 | val_loss: 0.0312699 | Time: 13731.9 ms [2022-01-19 06:35:44 main:574] : INFO : Epoch 2042 | loss: 0.0309795 | val_loss: 0.031281 | Time: 13660.3 ms [2022-01-19 06:35:58 main:574] : INFO : Epoch 2043 | loss: 0.0309757 | val_loss: 0.0312856 | Time: 14202.5 ms [2022-01-19 06:36:13 main:574] : INFO : Epoch 2044 | loss: 0.0309745 | val_loss: 0.0313018 | Time: 14471.2 ms [2022-01-19 06:36:27 main:574] : INFO : Epoch 2045 | loss: 0.0309753 | val_loss: 0.0312896 | Time: 14694.9 ms [2022-01-19 06:36:42 main:574] : INFO : Epoch 2046 | loss: 0.0309827 | val_loss: 0.031291 | Time: 14308.9 ms [2022-01-19 06:36:57 main:574] : INFO : Epoch 2047 | loss: 0.030985 | val_loss: 0.0312696 | Time: 14910.6 ms [2022-01-19 06:37:11 main:574] : INFO : Epoch 2048 | loss: 0.0309811 | val_loss: 0.0312828 | Time: 13790 ms [2022-01-19 06:37:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312828 [2022-01-19 06:37:12 main:603] : INFO : Saving end state to config to file [2022-01-19 06:37:12 main:608] : INFO : Success, exiting.. 06:37:12 (4576): 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)