Task 10002559
| Name | ParityModified-1639949728-5708-0_0 |
| Workunit | 7381447 |
| Created | 19 Dec 2021, 21:35:33 UTC |
| Sent | 26 Dec 2021, 20:42:23 UTC |
| Report deadline | 3 Jan 2022, 20:42:23 UTC |
| Received | 27 Dec 2021, 16:11:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16383 |
| Run time | 55 min 5 sec |
| CPU time | 53 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,468.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0309897 | val_loss: 0.0313064 | Time: 1643.82 ms [2021-12-27 16:57:39 main:574] : INFO : Epoch 1543 | loss: 0.0309864 | val_loss: 0.0313206 | Time: 1651.05 ms [2021-12-27 16:57:41 main:574] : INFO : Epoch 1544 | loss: 0.030986 | val_loss: 0.0312781 | Time: 1643.95 ms [2021-12-27 16:57:42 main:574] : INFO : Epoch 1545 | loss: 0.0309798 | val_loss: 0.0312866 | Time: 1642.36 ms [2021-12-27 16:57:44 main:574] : INFO : Epoch 1546 | loss: 0.0309894 | val_loss: 0.0313003 | Time: 1659.42 ms [2021-12-27 16:57:45 main:574] : INFO : Epoch 1547 | loss: 0.0309861 | val_loss: 0.031321 | Time: 1643.72 ms [2021-12-27 16:57:47 main:574] : INFO : Epoch 1548 | loss: 0.0309863 | val_loss: 0.0313085 | Time: 1641.8 ms [2021-12-27 16:57:49 main:574] : INFO : Epoch 1549 | loss: 0.0309913 | val_loss: 0.0313232 | Time: 1661.4 ms [2021-12-27 16:57:50 main:574] : INFO : Epoch 1550 | loss: 0.0309905 | val_loss: 0.0313173 | Time: 1651.06 ms [2021-12-27 16:57:52 main:574] : INFO : Epoch 1551 | loss: 0.0309922 | val_loss: 0.0312885 | Time: 1653.57 ms [2021-12-27 16:57:54 main:574] : INFO : Epoch 1552 | loss: 0.0309811 | val_loss: 0.0312835 | Time: 1649.95 ms [2021-12-27 16:57:55 main:574] : INFO : Epoch 1553 | loss: 0.0309784 | val_loss: 0.0312831 | Time: 1647.44 ms [2021-12-27 16:57:57 main:574] : INFO : Epoch 1554 | loss: 0.0309843 | val_loss: 0.031313 | Time: 1648.14 ms [2021-12-27 16:57:59 main:574] : INFO : Epoch 1555 | loss: 0.0309863 | val_loss: 0.0312618 | Time: 1646.79 ms [2021-12-27 16:58:00 main:574] : INFO : Epoch 1556 | loss: 0.0309931 | val_loss: 0.0312986 | Time: 1653.13 ms [2021-12-27 16:58:02 main:574] : INFO : Epoch 1557 | loss: 0.0309867 | val_loss: 0.0313204 | Time: 1651.9 ms [2021-12-27 16:58:04 main:574] : INFO : Epoch 1558 | loss: 0.0309849 | val_loss: 0.0312837 | Time: 1650.2 ms [2021-12-27 16:58:05 main:574] : INFO : Epoch 1559 | loss: 0.0309881 | val_loss: 0.0313341 | Time: 1644.78 ms [2021-12-27 16:58:07 main:574] : INFO : Epoch 1560 | loss: 0.0309858 | val_loss: 0.0313127 | Time: 1646.92 ms [2021-12-27 16:58:09 main:574] : INFO : Epoch 1561 | loss: 0.0309812 | val_loss: 0.0312824 | Time: 1653.64 ms [2021-12-27 16:58:10 main:574] : INFO : Epoch 1562 | loss: 0.0309924 | val_loss: 0.031287 | Time: 1649.83 ms [2021-12-27 16:58:12 main:574] : INFO : Epoch 1563 | loss: 0.0309886 | val_loss: 0.031298 | Time: 1654.1 ms [2021-12-27 16:58:14 main:574] : INFO : Epoch 1564 | loss: 0.0309817 | val_loss: 0.0313112 | Time: 1648.63 ms [2021-12-27 16:58:15 main:574] : INFO : Epoch 1565 | loss: 0.0309817 | val_loss: 0.0313305 | Time: 1655.44 ms [2021-12-27 16:58:17 main:574] : INFO : Epoch 1566 | loss: 0.0309808 | val_loss: 0.03129 | Time: 1647.38 ms [2021-12-27 16:58:19 main:574] : INFO : Epoch 1567 | loss: 0.0309917 | val_loss: 0.0313228 | Time: 1655.87 ms [2021-12-27 16:58:20 main:574] : INFO : Epoch 1568 | loss: 0.0309967 | val_loss: 0.0312866 | Time: 1645 ms [2021-12-27 16:58:22 main:574] : INFO : Epoch 1569 | loss: 0.0309858 | val_loss: 0.0313302 | Time: 1649.18 ms [2021-12-27 16:58:24 main:574] : INFO : Epoch 1570 | loss: 0.0309859 | val_loss: 0.0313102 | Time: 1657.36 ms [2021-12-27 16:58:25 main:574] : INFO : Epoch 1571 | loss: 0.0309796 | val_loss: 0.0313028 | Time: 1652.15 ms [2021-12-27 16:58:27 main:574] : INFO : Epoch 1572 | loss: 0.030986 | val_loss: 0.0313047 | Time: 1648.14 ms [2021-12-27 16:58:28 main:574] : INFO : Epoch 1573 | loss: 0.0309921 | val_loss: 0.0312719 | Time: 1657.75 ms [2021-12-27 16:58:30 main:574] : INFO : Epoch 1574 | loss: 0.0309912 | val_loss: 0.0313253 | Time: 1653.72 ms [2021-12-27 16:58:32 main:574] : INFO : Epoch 1575 | loss: 0.0309902 | val_loss: 0.0312967 | Time: 1651.34 ms [2021-12-27 16:58:33 main:574] : INFO : Epoch 1576 | loss: 0.0309885 | val_loss: 0.0313069 | Time: 1645.95 ms [2021-12-27 16:58:35 main:574] : INFO : Epoch 1577 | loss: 0.0309806 | val_loss: 0.0313066 | Time: 1654.03 ms [2021-12-27 16:58:37 main:574] : INFO : Epoch 1578 | loss: 0.0309909 | val_loss: 0.031306 | Time: 1660.58 ms [2021-12-27 16:58:38 main:574] : INFO : Epoch 1579 | loss: 0.0309904 | val_loss: 0.0312672 | Time: 1652.15 ms [2021-12-27 16:58:40 main:574] : INFO : Epoch 1580 | loss: 0.0309914 | val_loss: 0.0312796 | Time: 1651.94 ms [2021-12-27 16:58:42 main:574] : INFO : Epoch 1581 | loss: 0.0309776 | val_loss: 0.0313182 | Time: 1664.83 ms [2021-12-27 16:58:43 main:574] : INFO : Epoch 1582 | loss: 0.031054 | val_loss: 0.0312174 | Time: 1645.35 ms [2021-12-27 16:58:45 main:574] : INFO : Epoch 1583 | loss: 0.0310852 | val_loss: 0.0312473 | Time: 1653.43 ms [2021-12-27 16:58:47 main:574] : INFO : Epoch 1584 | loss: 0.0310901 | val_loss: 0.0313212 | Time: 1650.04 ms [2021-12-27 16:58:48 main:574] : INFO : Epoch 1585 | loss: 0.0310744 | val_loss: 0.0313144 | Time: 1669.22 ms [2021-12-27 16:58:50 main:574] : INFO : Epoch 1586 | loss: 0.0310369 | val_loss: 0.031318 | Time: 1640.5 ms [2021-12-27 16:58:52 main:574] : INFO : Epoch 1587 | loss: 0.0310028 | val_loss: 0.0312844 | Time: 1661.8 ms [2021-12-27 16:58:53 main:574] : INFO : Epoch 1588 | loss: 0.0309909 | val_loss: 0.0312939 | Time: 1652.43 ms [2021-12-27 16:58:55 main:574] : INFO : Epoch 1589 | loss: 0.0309889 | val_loss: 0.031277 | Time: 1659.86 ms [2021-12-27 16:58:57 main:574] : INFO : Epoch 1590 | loss: 0.0309907 | val_loss: 0.0312717 | Time: 1646.01 ms [2021-12-27 16:58:58 main:574] : INFO : Epoch 1591 | loss: 0.0309888 | val_loss: 0.0312955 | Time: 1648.68 ms [2021-12-27 16:59:00 main:574] : INFO : Epoch 1592 | loss: 0.0309811 | val_loss: 0.0312846 | Time: 1646.83 ms [2021-12-27 16:59:02 main:574] : INFO : Epoch 1593 | loss: 0.0309849 | val_loss: 0.0313234 | Time: 1654.22 ms [2021-12-27 16:59:03 main:574] : INFO : Epoch 1594 | loss: 0.0309804 | val_loss: 0.0312878 | Time: 1643.19 ms [2021-12-27 16:59:05 main:574] : INFO : Epoch 1595 | loss: 0.0309884 | val_loss: 0.0313196 | Time: 1653.35 ms [2021-12-27 16:59:07 main:574] : INFO : Epoch 1596 | loss: 0.0309899 | val_loss: 0.0312951 | Time: 1667.35 ms [2021-12-27 16:59:08 main:574] : INFO : Epoch 1597 | loss: 0.0309845 | val_loss: 0.0313233 | Time: 1690.39 ms [2021-12-27 16:59:10 main:574] : INFO : Epoch 1598 | loss: 0.0309864 | val_loss: 0.0312793 | Time: 1682.84 ms [2021-12-27 16:59:12 main:574] : INFO : Epoch 1599 | loss: 0.0309861 | val_loss: 0.0312942 | Time: 1638.56 ms [2021-12-27 16:59:13 main:574] : INFO : Epoch 1600 | loss: 0.0309895 | val_loss: 0.0312905 | Time: 1660.83 ms [2021-12-27 16:59:15 main:574] : INFO : Epoch 1601 | loss: 0.0309855 | val_loss: 0.0312741 | Time: 1693.45 ms [2021-12-27 16:59:17 main:574] : INFO : Epoch 1602 | loss: 0.0309907 | val_loss: 0.0312864 | Time: 1665.91 ms [2021-12-27 16:59:18 main:574] : INFO : Epoch 1603 | loss: 0.0310006 | val_loss: 0.0312817 | Time: 1646.71 ms [2021-12-27 16:59:20 main:574] : INFO : Epoch 1604 | loss: 0.0309901 | val_loss: 0.0312761 | Time: 1691.14 ms [2021-12-27 16:59:22 main:574] : INFO : Epoch 1605 | loss: 0.0309856 | val_loss: 0.0313011 | Time: 1697.49 ms [2021-12-27 16:59:23 main:574] : INFO : Epoch 1606 | loss: 0.0309842 | val_loss: 0.0313023 | Time: 1690.6 ms [2021-12-27 16:59:25 main:574] : INFO : Epoch 1607 | loss: 0.03098 | val_loss: 0.0312966 | Time: 1637.15 ms [2021-12-27 16:59:27 main:574] : INFO : Epoch 1608 | loss: 0.0309884 | val_loss: 0.0312887 | Time: 1688.21 ms [2021-12-27 16:59:28 main:574] : INFO : Epoch 1609 | loss: 0.0309827 | val_loss: 0.0313005 | Time: 1694.43 ms [2021-12-27 16:59:30 main:574] : INFO : Epoch 1610 | loss: 0.0309803 | val_loss: 0.0312765 | Time: 1695.91 ms [2021-12-27 16:59:32 main:574] : INFO : Epoch 1611 | loss: 0.0309851 | val_loss: 0.0312897 | Time: 1657.39 ms [2021-12-27 16:59:33 main:574] : INFO : Epoch 1612 | loss: 0.0309924 | val_loss: 0.0312987 | Time: 1676.3 ms [2021-12-27 16:59:35 main:574] : INFO : Epoch 1613 | loss: 0.0309956 | val_loss: 0.0312849 | Time: 1664.82 ms [2021-12-27 16:59:37 main:574] : INFO : Epoch 1614 | loss: 0.0309838 | val_loss: 0.0313189 | Time: 1635.74 ms [2021-12-27 16:59:38 main:574] : INFO : Epoch 1615 | loss: 0.0309819 | val_loss: 0.0312677 | Time: 1689.06 ms [2021-12-27 16:59:40 main:574] : INFO : Epoch 1616 | loss: 0.0309935 | val_loss: 0.0312996 | Time: 1670.16 ms [2021-12-27 16:59:42 main:574] : INFO : Epoch 1617 | loss: 0.0309933 | val_loss: 0.0312784 | Time: 1696.34 ms [2021-12-27 16:59:43 main:574] : INFO : Epoch 1618 | loss: 0.0309802 | val_loss: 0.0312912 | Time: 1677.64 ms [2021-12-27 16:59:45 main:574] : INFO : Epoch 1619 | loss: 0.0309801 | val_loss: 0.0312997 | Time: 1636.41 ms [2021-12-27 16:59:47 main:574] : INFO : Epoch 1620 | loss: 0.0309811 | val_loss: 0.0313057 | Time: 1645.16 ms [2021-12-27 16:59:48 main:574] : INFO : Epoch 1621 | loss: 0.030989 | val_loss: 0.0313222 | Time: 1683 ms [2021-12-27 16:59:50 main:574] : INFO : Epoch 1622 | loss: 0.0309892 | val_loss: 0.0312747 | Time: 1684.83 ms [2021-12-27 16:59:52 main:574] : INFO : Epoch 1623 | loss: 0.0309828 | val_loss: 0.0312878 | Time: 1689.22 ms [2021-12-27 16:59:53 main:574] : INFO : Epoch 1624 | loss: 0.0309787 | val_loss: 0.0312912 | Time: 1638.7 ms [2021-12-27 16:59:55 main:574] : INFO : Epoch 1625 | loss: 0.0309841 | val_loss: 0.031323 | Time: 1645.94 ms [2021-12-27 16:59:57 main:574] : INFO : Epoch 1626 | loss: 0.0309914 | val_loss: 0.0312637 | Time: 1649.06 ms [2021-12-27 16:59:58 main:574] : INFO : Epoch 1627 | loss: 0.0309922 | val_loss: 0.0312733 | Time: 1646.16 ms [2021-12-27 17:00:00 main:574] : INFO : Epoch 1628 | loss: 0.0310081 | val_loss: 0.0312676 | Time: 1640.28 ms [2021-12-27 17:00:02 main:574] : INFO : Epoch 1629 | loss: 0.0309982 | val_loss: 0.0313146 | Time: 1649.58 ms [2021-12-27 17:00:03 main:574] : INFO : Epoch 1630 | loss: 0.0309851 | val_loss: 0.0313012 | Time: 1652.28 ms [2021-12-27 17:00:05 main:574] : INFO : Epoch 1631 | loss: 0.0309892 | val_loss: 0.0313063 | Time: 1656.64 ms [2021-12-27 17:00:07 main:574] : INFO : Epoch 1632 | loss: 0.0309791 | val_loss: 0.0313276 | Time: 1646.12 ms [2021-12-27 17:00:08 main:574] : INFO : Epoch 1633 | loss: 0.0309874 | val_loss: 0.0312905 | Time: 1646.78 ms [2021-12-27 17:00:10 main:574] : INFO : Epoch 1634 | loss: 0.030996 | val_loss: 0.0313164 | Time: 1647.17 ms [2021-12-27 17:00:12 main:574] : INFO : Epoch 1635 | loss: 0.0309803 | val_loss: 0.031326 | Time: 1641.87 ms [2021-12-27 17:00:13 main:574] : INFO : Epoch 1636 | loss: 0.030982 | val_loss: 0.0313246 | Time: 1647.47 ms [2021-12-27 17:00:15 main:574] : INFO : Epoch 1637 | loss: 0.0309857 | val_loss: 0.0312978 | Time: 1652.69 ms [2021-12-27 17:00:17 main:574] : INFO : Epoch 1638 | loss: 0.0309845 | val_loss: 0.031299 | Time: 1652.05 ms [2021-12-27 17:00:18 main:574] : INFO : Epoch 1639 | loss: 0.0309893 | val_loss: 0.031274 | Time: 1658.11 ms [2021-12-27 17:00:20 main:574] : INFO : Epoch 1640 | loss: 0.0309853 | val_loss: 0.0313103 | Time: 1645.45 ms [2021-12-27 17:00:22 main:574] : INFO : Epoch 1641 | loss: 0.0309835 | val_loss: 0.0312912 | Time: 1649.84 ms [2021-12-27 17:00:23 main:574] : INFO : Epoch 1642 | loss: 0.0309776 | val_loss: 0.0313278 | Time: 1654.46 ms [2021-12-27 17:00:25 main:574] : INFO : Epoch 1643 | loss: 0.0309862 | val_loss: 0.0312795 | Time: 1650.53 ms [2021-12-27 17:00:27 main:574] : INFO : Epoch 1644 | loss: 0.0309795 | val_loss: 0.0313029 | Time: 1645.98 ms [2021-12-27 17:00:28 main:574] : INFO : Epoch 1645 | loss: 0.0309829 | val_loss: 0.0312851 | Time: 1660.99 ms [2021-12-27 17:00:30 main:574] : INFO : Epoch 1646 | loss: 0.0309834 | val_loss: 0.0313191 | Time: 1651.8 ms [2021-12-27 17:00:31 main:574] : INFO : Epoch 1647 | loss: 0.0309849 | val_loss: 0.0313007 | Time: 1647.92 ms [2021-12-27 17:00:33 main:574] : INFO : Epoch 1648 | loss: 0.0309834 | val_loss: 0.0312838 | Time: 1648.75 ms [2021-12-27 17:00:35 main:574] : INFO : Epoch 1649 | loss: 0.0309827 | val_loss: 0.0313085 | Time: 1652.62 ms [2021-12-27 17:00:36 main:574] : INFO : Epoch 1650 | loss: 0.0309911 | val_loss: 0.0312988 | Time: 1648.35 ms [2021-12-27 17:00:38 main:574] : INFO : Epoch 1651 | loss: 0.0309878 | val_loss: 0.0313042 | Time: 1648.02 ms [2021-12-27 17:00:40 main:574] : INFO : Epoch 1652 | loss: 0.030991 | val_loss: 0.0313015 | Time: 1644.23 ms [2021-12-27 17:00:41 main:574] : INFO : Epoch 1653 | loss: 0.0309804 | val_loss: 0.0313051 | Time: 1651.36 ms [2021-12-27 17:00:43 main:574] : INFO : Epoch 1654 | loss: 0.0309791 | val_loss: 0.0313016 | Time: 1649.53 ms [2021-12-27 17:00:45 main:574] : INFO : Epoch 1655 | loss: 0.0309871 | val_loss: 0.0313133 | Time: 1653.99 ms [2021-12-27 17:00:46 main:574] : INFO : Epoch 1656 | loss: 0.0309973 | val_loss: 0.0312788 | Time: 1653.13 ms [2021-12-27 17:00:48 main:574] : INFO : Epoch 1657 | loss: 0.0309871 | val_loss: 0.0313255 | Time: 1649.88 ms [2021-12-27 17:00:50 main:574] : INFO : Epoch 1658 | loss: 0.0309759 | val_loss: 0.0313065 | Time: 1652.59 ms [2021-12-27 17:00:51 main:574] : INFO : Epoch 1659 | loss: 0.0309863 | val_loss: 0.0312927 | Time: 1652.82 ms [2021-12-27 17:00:53 main:574] : INFO : Epoch 1660 | loss: 0.0309902 | val_loss: 0.0313297 | Time: 1652.11 ms [2021-12-27 17:00:55 main:574] : INFO : Epoch 1661 | loss: 0.03099 | val_loss: 0.0312748 | Time: 1647.99 ms [2021-12-27 17:00:56 main:574] : INFO : Epoch 1662 | loss: 0.0309915 | val_loss: 0.0313294 | Time: 1649.71 ms [2021-12-27 17:00:58 main:574] : INFO : Epoch 1663 | loss: 0.0309843 | val_loss: 0.0313041 | Time: 1663.33 ms [2021-12-27 17:01:00 main:574] : INFO : Epoch 1664 | loss: 0.0309811 | val_loss: 0.0313185 | Time: 1647.35 ms [2021-12-27 17:01:01 main:574] : INFO : Epoch 1665 | loss: 0.0309788 | val_loss: 0.0312944 | Time: 1647.66 ms [2021-12-27 17:01:03 main:574] : INFO : Epoch 1666 | loss: 0.0309868 | val_loss: 0.0312719 | Time: 1660.9 ms [2021-12-27 17:01:05 main:574] : INFO : Epoch 1667 | loss: 0.0309888 | val_loss: 0.0313099 | Time: 1651.24 ms [2021-12-27 17:01:06 main:574] : INFO : Epoch 1668 | loss: 0.0309893 | val_loss: 0.0312793 | Time: 1643.75 ms [2021-12-27 17:01:08 main:574] : INFO : Epoch 1669 | loss: 0.0309902 | val_loss: 0.031309 | Time: 1658.98 ms [2021-12-27 17:01:10 main:574] : INFO : Epoch 1670 | loss: 0.0309879 | val_loss: 0.0312745 | Time: 1648.31 ms [2021-12-27 17:01:11 main:574] : INFO : Epoch 1671 | loss: 0.0309907 | val_loss: 0.031327 | Time: 1652.42 ms [2021-12-27 17:01:13 main:574] : INFO : Epoch 1672 | loss: 0.0309816 | val_loss: 0.0313218 | Time: 1642.2 ms [2021-12-27 17:01:14 main:574] : INFO : Epoch 1673 | loss: 0.0309835 | val_loss: 0.0312813 | Time: 1644.67 ms [2021-12-27 17:01:16 main:574] : INFO : Epoch 1674 | loss: 0.0309957 | val_loss: 0.0312801 | Time: 1658.73 ms [2021-12-27 17:01:18 main:574] : INFO : Epoch 1675 | loss: 0.030991 | val_loss: 0.0312898 | Time: 1644.49 ms [2021-12-27 17:01:19 main:574] : INFO : Epoch 1676 | loss: 0.0309945 | val_loss: 0.0313088 | Time: 1637.55 ms [2021-12-27 17:01:21 main:574] : INFO : Epoch 1677 | loss: 0.0309931 | val_loss: 0.0313157 | Time: 1657.19 ms [2021-12-27 17:01:23 main:574] : INFO : Epoch 1678 | loss: 0.0309857 | val_loss: 0.0312956 | Time: 1642.19 ms [2021-12-27 17:01:24 main:574] : INFO : Epoch 1679 | loss: 0.0309801 | val_loss: 0.0313078 | Time: 1652.85 ms [2021-12-27 17:01:26 main:574] : INFO : Epoch 1680 | loss: 0.0309905 | val_loss: 0.0312828 | Time: 1646.25 ms [2021-12-27 17:01:28 main:574] : INFO : Epoch 1681 | loss: 0.0309862 | val_loss: 0.0313265 | Time: 1647.19 ms [2021-12-27 17:01:29 main:574] : INFO : Epoch 1682 | loss: 0.030982 | val_loss: 0.0313068 | Time: 1639.84 ms [2021-12-27 17:01:31 main:574] : INFO : Epoch 1683 | loss: 0.0309797 | val_loss: 0.03129 | Time: 1647.64 ms [2021-12-27 17:01:33 main:574] : INFO : Epoch 1684 | loss: 0.0309806 | val_loss: 0.0313082 | Time: 1642.43 ms [2021-12-27 17:01:34 main:574] : INFO : Epoch 1685 | loss: 0.0309776 | val_loss: 0.0312917 | Time: 1647 ms [2021-12-27 17:01:36 main:574] : INFO : Epoch 1686 | loss: 0.0309869 | val_loss: 0.0313175 | Time: 1647.34 ms [2021-12-27 17:01:38 main:574] : INFO : Epoch 1687 | loss: 0.0309879 | val_loss: 0.0313103 | Time: 1649.31 ms [2021-12-27 17:01:39 main:574] : INFO : Epoch 1688 | loss: 0.0309903 | val_loss: 0.0312698 | Time: 1646.11 ms [2021-12-27 17:01:41 main:574] : INFO : Epoch 1689 | loss: 0.0309924 | val_loss: 0.0313016 | Time: 1648.98 ms [2021-12-27 17:01:43 main:574] : INFO : Epoch 1690 | loss: 0.0309934 | val_loss: 0.0312892 | Time: 1646.92 ms [2021-12-27 17:01:44 main:574] : INFO : Epoch 1691 | loss: 0.0309888 | val_loss: 0.0313198 | Time: 1646.23 ms [2021-12-27 17:01:46 main:574] : INFO : Epoch 1692 | loss: 0.0309946 | val_loss: 0.0312774 | Time: 1647.58 ms [2021-12-27 17:01:47 main:574] : INFO : Epoch 1693 | loss: 0.0309854 | val_loss: 0.0312863 | Time: 1647.92 ms [2021-12-27 17:01:49 main:574] : INFO : Epoch 1694 | loss: 0.030989 | val_loss: 0.031288 | Time: 1646.96 ms [2021-12-27 17:01:51 main:574] : INFO : Epoch 1695 | loss: 0.0309788 | val_loss: 0.0313175 | Time: 1652.62 ms [2021-12-27 17:01:52 main:574] : INFO : Epoch 1696 | loss: 0.0309845 | val_loss: 0.0313319 | Time: 1649.32 ms [2021-12-27 17:01:54 main:574] : INFO : Epoch 1697 | loss: 0.030978 | val_loss: 0.0312738 | Time: 1649.25 ms [2021-12-27 17:01:56 main:574] : INFO : Epoch 1698 | loss: 0.0309803 | val_loss: 0.0313044 | Time: 1659.66 ms [2021-12-27 17:01:57 main:574] : INFO : Epoch 1699 | loss: 0.030975 | val_loss: 0.0313284 | Time: 1654.25 ms [2021-12-27 17:01:59 main:574] : INFO : Epoch 1700 | loss: 0.0309834 | val_loss: 0.0312879 | Time: 1644.63 ms [2021-12-27 17:02:01 main:574] : INFO : Epoch 1701 | loss: 0.0309846 | val_loss: 0.0312969 | Time: 1660.71 ms [2021-12-27 17:02:02 main:574] : INFO : Epoch 1702 | loss: 0.0309817 | val_loss: 0.0313322 | Time: 1642.9 ms [2021-12-27 17:02:04 main:574] : INFO : Epoch 1703 | loss: 0.0309791 | val_loss: 0.031314 | Time: 1657.24 ms [2021-12-27 17:02:06 main:574] : INFO : Epoch 1704 | loss: 0.0309779 | val_loss: 0.0312868 | Time: 1651.62 ms [2021-12-27 17:02:07 main:574] : INFO : Epoch 1705 | loss: 0.0309806 | val_loss: 0.0313002 | Time: 1655.02 ms [2021-12-27 17:02:09 main:574] : INFO : Epoch 1706 | loss: 0.030987 | val_loss: 0.0312924 | Time: 1655.37 ms [2021-12-27 17:02:11 main:574] : INFO : Epoch 1707 | loss: 0.0309822 | val_loss: 0.0313286 | Time: 1655.01 ms [2021-12-27 17:02:12 main:574] : INFO : Epoch 1708 | loss: 0.0309872 | val_loss: 0.031322 | Time: 1646.42 ms [2021-12-27 17:02:14 main:574] : INFO : Epoch 1709 | loss: 0.0309859 | val_loss: 0.0312878 | Time: 1665.63 ms [2021-12-27 17:02:16 main:574] : INFO : Epoch 1710 | loss: 0.0309923 | val_loss: 0.0313209 | Time: 1647.76 ms [2021-12-27 17:02:17 main:574] : INFO : Epoch 1711 | loss: 0.0309897 | val_loss: 0.0312966 | Time: 1652.62 ms [2021-12-27 17:02:19 main:574] : INFO : Epoch 1712 | loss: 0.0309821 | val_loss: 0.0313121 | Time: 1648.93 ms [2021-12-27 17:02:21 main:574] : INFO : Epoch 1713 | loss: 0.0309809 | val_loss: 0.0313082 | Time: 1649.67 ms [2021-12-27 17:02:22 main:574] : INFO : Epoch 1714 | loss: 0.0309778 | val_loss: 0.0313145 | Time: 1647.88 ms [2021-12-27 17:02:24 main:574] : INFO : Epoch 1715 | loss: 0.0309849 | val_loss: 0.0313002 | Time: 1651.59 ms [2021-12-27 17:02:26 main:574] : INFO : Epoch 1716 | loss: 0.0309808 | val_loss: 0.0313069 | Time: 1645.23 ms [2021-12-27 17:02:27 main:574] : INFO : Epoch 1717 | loss: 0.0309828 | val_loss: 0.0313269 | Time: 1650.16 ms [2021-12-27 17:02:29 main:574] : INFO : Epoch 1718 | loss: 0.030988 | val_loss: 0.031291 | Time: 1648.33 ms [2021-12-27 17:02:30 main:574] : INFO : Epoch 1719 | loss: 0.0309871 | val_loss: 0.0313072 | Time: 1645.71 ms [2021-12-27 17:02:32 main:574] : INFO : Epoch 1720 | loss: 0.0309945 | val_loss: 0.0313201 | Time: 1646.85 ms [2021-12-27 17:02:34 main:574] : INFO : Epoch 1721 | loss: 0.0309795 | val_loss: 0.0312933 | Time: 1647.96 ms [2021-12-27 17:02:35 main:574] : INFO : Epoch 1722 | loss: 0.0309816 | val_loss: 0.0313157 | Time: 1647.85 ms [2021-12-27 17:02:37 main:574] : INFO : Epoch 1723 | loss: 0.0309768 | val_loss: 0.0312909 | Time: 1653.55 ms [2021-12-27 17:02:39 main:574] : INFO : Epoch 1724 | loss: 0.0309792 | val_loss: 0.0313003 | Time: 1646.23 ms [2021-12-27 17:02:40 main:574] : INFO : Epoch 1725 | loss: 0.0309879 | val_loss: 0.0312811 | Time: 1651.29 ms [2021-12-27 17:02:42 main:574] : INFO : Epoch 1726 | loss: 0.0309859 | val_loss: 0.0313091 | Time: 1650.51 ms [2021-12-27 17:02:44 main:574] : INFO : Epoch 1727 | loss: 0.0309875 | val_loss: 0.0313169 | Time: 1652.4 ms [2021-12-27 17:02:45 main:574] : INFO : Epoch 1728 | loss: 0.0309864 | val_loss: 0.0313015 | Time: 1652.93 ms [2021-12-27 17:02:47 main:574] : INFO : Epoch 1729 | loss: 0.0309819 | val_loss: 0.0313118 | Time: 1653.16 ms [2021-12-27 17:02:49 main:574] : INFO : Epoch 1730 | loss: 0.0309931 | val_loss: 0.0313028 | Time: 1659.55 ms [2021-12-27 17:02:50 main:574] : INFO : Epoch 1731 | loss: 0.0309865 | val_loss: 0.0313171 | Time: 1649.01 ms [2021-12-27 17:02:52 main:574] : INFO : Epoch 1732 | loss: 0.0309886 | val_loss: 0.0312856 | Time: 1645.85 ms [2021-12-27 17:02:54 main:574] : INFO : Epoch 1733 | loss: 0.0309875 | val_loss: 0.0312981 | Time: 1657.86 ms [2021-12-27 17:02:55 main:574] : INFO : Epoch 1734 | loss: 0.0309853 | val_loss: 0.0312904 | Time: 1647.3 ms [2021-12-27 17:02:57 main:574] : INFO : Epoch 1735 | loss: 0.0309766 | val_loss: 0.0312809 | Time: 1656.38 ms [2021-12-27 17:02:59 main:574] : INFO : Epoch 1736 | loss: 0.0309762 | val_loss: 0.0312846 | Time: 1652.93 ms [2021-12-27 17:03:00 main:574] : INFO : Epoch 1737 | loss: 0.0309859 | val_loss: 0.0313163 | Time: 1653.3 ms [2021-12-27 17:03:02 main:574] : INFO : Epoch 1738 | loss: 0.0309822 | val_loss: 0.0312921 | Time: 1651.55 ms [2021-12-27 17:03:04 main:574] : INFO : Epoch 1739 | loss: 0.0309849 | val_loss: 0.0313231 | Time: 1646.72 ms [2021-12-27 17:03:05 main:574] : INFO : Epoch 1740 | loss: 0.0309873 | val_loss: 0.0313158 | Time: 1644.83 ms [2021-12-27 17:03:07 main:574] : INFO : Epoch 1741 | loss: 0.0309861 | val_loss: 0.0312877 | Time: 1656.13 ms [2021-12-27 17:03:09 main:574] : INFO : Epoch 1742 | loss: 0.0309841 | val_loss: 0.0312938 | Time: 1652.78 ms [2021-12-27 17:03:10 main:574] : INFO : Epoch 1743 | loss: 0.0309812 | val_loss: 0.031304 | Time: 1647.55 ms [2021-12-27 17:03:12 main:574] : INFO : Epoch 1744 | loss: 0.0309818 | val_loss: 0.0313206 | Time: 1646.6 ms [2021-12-27 17:03:13 main:574] : INFO : Epoch 1745 | loss: 0.0309813 | val_loss: 0.031305 | Time: 1650.22 ms [2021-12-27 17:03:15 main:574] : INFO : Epoch 1746 | loss: 0.0309851 | val_loss: 0.0313203 | Time: 1647.04 ms [2021-12-27 17:03:17 main:574] : INFO : Epoch 1747 | loss: 0.0309826 | val_loss: 0.031289 | Time: 1647.35 ms [2021-12-27 17:03:18 main:574] : INFO : Epoch 1748 | loss: 0.0309894 | val_loss: 0.0313361 | Time: 1644.46 ms [2021-12-27 17:03:20 main:574] : INFO : Epoch 1749 | loss: 0.0309858 | val_loss: 0.0313025 | Time: 1654.49 ms [2021-12-27 17:03:22 main:574] : INFO : Epoch 1750 | loss: 0.0309954 | val_loss: 0.0313157 | Time: 1713.6 ms [2021-12-27 17:03:23 main:574] : INFO : Epoch 1751 | loss: 0.0309921 | val_loss: 0.0312668 | Time: 1651.47 ms [2021-12-27 17:03:25 main:574] : INFO : Epoch 1752 | loss: 0.030992 | val_loss: 0.0313248 | Time: 1642.75 ms [2021-12-27 17:03:27 main:574] : INFO : Epoch 1753 | loss: 0.0309955 | val_loss: 0.0312783 | Time: 1648.34 ms [2021-12-27 17:03:28 main:574] : INFO : Epoch 1754 | loss: 0.0309937 | val_loss: 0.0312852 | Time: 1651.5 ms [2021-12-27 17:03:30 main:574] : INFO : Epoch 1755 | loss: 0.0309878 | val_loss: 0.0313209 | Time: 1648.07 ms [2021-12-27 17:03:32 main:574] : INFO : Epoch 1756 | loss: 0.0309822 | val_loss: 0.031291 | Time: 1647.39 ms [2021-12-27 17:03:33 main:574] : INFO : Epoch 1757 | loss: 0.0309859 | val_loss: 0.0313151 | Time: 1643.72 ms [2021-12-27 17:03:35 main:574] : INFO : Epoch 1758 | loss: 0.03098 | val_loss: 0.0313129 | Time: 1648.63 ms [2021-12-27 17:03:37 main:574] : INFO : Epoch 1759 | loss: 0.0309858 | val_loss: 0.0313054 | Time: 1661.44 ms [2021-12-27 17:03:38 main:574] : INFO : Epoch 1760 | loss: 0.0309879 | val_loss: 0.0313283 | Time: 1652.29 ms [2021-12-27 17:03:40 main:574] : INFO : Epoch 1761 | loss: 0.0309838 | val_loss: 0.031273 | Time: 1647.5 ms [2021-12-27 17:03:42 main:574] : INFO : Epoch 1762 | loss: 0.0309821 | val_loss: 0.0312885 | Time: 1701.49 ms [2021-12-27 17:03:43 main:574] : INFO : Epoch 1763 | loss: 0.030981 | val_loss: 0.0313106 | Time: 1685.67 ms [2021-12-27 17:03:45 main:574] : INFO : Epoch 1764 | loss: 0.0309807 | val_loss: 0.0313026 | Time: 1643.59 ms [2021-12-27 17:03:47 main:574] : INFO : Epoch 1765 | loss: 0.0309806 | val_loss: 0.0313182 | Time: 1665.12 ms [2021-12-27 17:03:48 main:574] : INFO : Epoch 1766 | loss: 0.0309767 | val_loss: 0.031305 | Time: 1645.63 ms [2021-12-27 17:03:50 main:574] : INFO : Epoch 1767 | loss: 0.0309816 | val_loss: 0.0313094 | Time: 1672.16 ms [2021-12-27 17:03:52 main:574] : INFO : Epoch 1768 | loss: 0.0309834 | val_loss: 0.0312813 | Time: 1707.51 ms [2021-12-27 17:03:53 main:574] : INFO : Epoch 1769 | loss: 0.0309843 | val_loss: 0.0312804 | Time: 1700.89 ms [2021-12-27 17:03:55 main:574] : INFO : Epoch 1770 | loss: 0.0309857 | val_loss: 0.031291 | Time: 1628.72 ms [2021-12-27 17:03:57 main:574] : INFO : Epoch 1771 | loss: 0.0309807 | val_loss: 0.0313165 | Time: 1677.03 ms [2021-12-27 17:03:58 main:574] : INFO : Epoch 1772 | loss: 0.030978 | val_loss: 0.0312972 | Time: 1686.03 ms [2021-12-27 17:04:00 main:574] : INFO : Epoch 1773 | loss: 0.0309884 | val_loss: 0.0313048 | Time: 1704.24 ms [2021-12-27 17:04:02 main:574] : INFO : Epoch 1774 | loss: 0.0309875 | val_loss: 0.0313162 | Time: 1681.07 ms [2021-12-27 17:04:03 main:574] : INFO : Epoch 1775 | loss: 0.0309828 | val_loss: 0.03132 | Time: 1683.97 ms [2021-12-27 17:04:05 main:574] : INFO : Epoch 1776 | loss: 0.0309793 | val_loss: 0.0312971 | Time: 1684.96 ms [2021-12-27 17:04:07 main:574] : INFO : Epoch 1777 | loss: 0.030978 | val_loss: 0.031295 | Time: 1682.23 ms [2021-12-27 17:04:09 main:574] : INFO : Epoch 1778 | loss: 0.0309798 | val_loss: 0.0312851 | Time: 1681.3 ms [2021-12-27 17:04:10 main:574] : INFO : Epoch 1779 | loss: 0.0309824 | val_loss: 0.0313284 | Time: 1678.67 ms [2021-12-27 17:04:12 main:574] : INFO : Epoch 1780 | loss: 0.0309859 | val_loss: 0.0313105 | Time: 1677.06 ms [2021-12-27 17:04:14 main:574] : INFO : Epoch 1781 | loss: 0.0309789 | val_loss: 0.0313193 | Time: 1676.1 ms [2021-12-27 17:04:15 main:574] : INFO : Epoch 1782 | loss: 0.0309796 | val_loss: 0.0313127 | Time: 1675.71 ms [2021-12-27 17:04:17 main:574] : INFO : Epoch 1783 | loss: 0.0309752 | val_loss: 0.0313251 | Time: 1679.89 ms [2021-12-27 17:04:19 main:574] : INFO : Epoch 1784 | loss: 0.0309737 | val_loss: 0.0313005 | Time: 1682.95 ms [2021-12-27 17:04:20 main:574] : INFO : Epoch 1785 | loss: 0.0309806 | val_loss: 0.0313085 | Time: 1680.27 ms [2021-12-27 17:04:22 main:574] : INFO : Epoch 1786 | loss: 0.0309866 | val_loss: 0.0312865 | Time: 1659.93 ms [2021-12-27 17:04:24 main:574] : INFO : Epoch 1787 | loss: 0.0309849 | val_loss: 0.0313098 | Time: 1648.61 ms [2021-12-27 17:04:25 main:574] : INFO : Epoch 1788 | loss: 0.0309832 | val_loss: 0.0312848 | Time: 1647.53 ms [2021-12-27 17:04:27 main:574] : INFO : Epoch 1789 | loss: 0.0309921 | val_loss: 0.0312996 | Time: 1647.88 ms [2021-12-27 17:04:29 main:574] : INFO : Epoch 1790 | loss: 0.030989 | val_loss: 0.0312975 | Time: 1666.2 ms [2021-12-27 17:04:30 main:574] : INFO : Epoch 1791 | loss: 0.0309847 | val_loss: 0.0312986 | Time: 1694.42 ms [2021-12-27 17:04:32 main:574] : INFO : Epoch 1792 | loss: 0.0309852 | val_loss: 0.0312979 | Time: 1645.19 ms [2021-12-27 17:04:34 main:574] : INFO : Epoch 1793 | loss: 0.0309903 | val_loss: 0.0312947 | Time: 1649.17 ms [2021-12-27 17:04:35 main:574] : INFO : Epoch 1794 | loss: 0.0309883 | val_loss: 0.0312816 | Time: 1657.22 ms [2021-12-27 17:04:37 main:574] : INFO : Epoch 1795 | loss: 0.0309903 | val_loss: 0.0313286 | Time: 1695.6 ms [2021-12-27 17:04:39 main:574] : INFO : Epoch 1796 | loss: 0.0309945 | val_loss: 0.0312941 | Time: 1725.2 ms [2021-12-27 17:04:40 main:574] : INFO : Epoch 1797 | loss: 0.030991 | val_loss: 0.0313174 | Time: 1713.17 ms [2021-12-27 17:04:42 main:574] : INFO : Epoch 1798 | loss: 0.0309871 | val_loss: 0.031325 | Time: 1684.73 ms [2021-12-27 17:04:44 main:574] : INFO : Epoch 1799 | loss: 0.0309885 | val_loss: 0.0312914 | Time: 1693.22 ms [2021-12-27 17:04:45 main:574] : INFO : Epoch 1800 | loss: 0.0309845 | val_loss: 0.0312975 | Time: 1681.09 ms [2021-12-27 17:04:47 main:574] : INFO : Epoch 1801 | loss: 0.0309857 | val_loss: 0.0313012 | Time: 1680.67 ms [2021-12-27 17:04:49 main:574] : INFO : Epoch 1802 | loss: 0.0309818 | val_loss: 0.0312916 | Time: 1693.46 ms [2021-12-27 17:04:51 main:574] : INFO : Epoch 1803 | loss: 0.0309804 | val_loss: 0.0313077 | Time: 1716.93 ms [2021-12-27 17:04:52 main:574] : INFO : Epoch 1804 | loss: 0.0309847 | val_loss: 0.0312836 | Time: 1698.17 ms [2021-12-27 17:04:54 main:574] : INFO : Epoch 1805 | loss: 0.0309859 | val_loss: 0.0313167 | Time: 1656.07 ms [2021-12-27 17:04:56 main:574] : INFO : Epoch 1806 | loss: 0.0309878 | val_loss: 0.0312858 | Time: 1649.32 ms [2021-12-27 17:04:57 main:574] : INFO : Epoch 1807 | loss: 0.0309894 | val_loss: 0.0313035 | Time: 1623.04 ms [2021-12-27 17:04:59 main:574] : INFO : Epoch 1808 | loss: 0.0309804 | val_loss: 0.0313261 | Time: 1571.44 ms [2021-12-27 17:05:00 main:574] : INFO : Epoch 1809 | loss: 0.0309806 | val_loss: 0.0312912 | Time: 1606.54 ms [2021-12-27 17:05:02 main:574] : INFO : Epoch 1810 | loss: 0.0309902 | val_loss: 0.031313 | Time: 1533.01 ms [2021-12-27 17:05:03 main:574] : INFO : Epoch 1811 | loss: 0.0309832 | val_loss: 0.0312813 | Time: 1520.71 ms [2021-12-27 17:05:05 main:574] : INFO : Epoch 1812 | loss: 0.0309824 | val_loss: 0.0313283 | Time: 1516.21 ms [2021-12-27 17:05:07 main:574] : INFO : Epoch 1813 | loss: 0.0309853 | val_loss: 0.0312909 | Time: 1533.78 ms [2021-12-27 17:05:08 main:574] : INFO : Epoch 1814 | loss: 0.0309817 | val_loss: 0.0313002 | Time: 1545.33 ms [2021-12-27 17:05:10 main:574] : INFO : Epoch 1815 | loss: 0.0309799 | val_loss: 0.0313134 | Time: 1539.21 ms [2021-12-27 17:05:11 main:574] : INFO : Epoch 1816 | loss: 0.0309756 | val_loss: 0.0313367 | Time: 1570.48 ms [2021-12-27 17:05:13 main:574] : INFO : Epoch 1817 | loss: 0.0309811 | val_loss: 0.0312957 | Time: 1519.08 ms [2021-12-27 17:05:14 main:574] : INFO : Epoch 1818 | loss: 0.0309822 | val_loss: 0.0312843 | Time: 1519.39 ms [2021-12-27 17:05:16 main:574] : INFO : Epoch 1819 | loss: 0.0309879 | val_loss: 0.0313493 | Time: 1549.53 ms [2021-12-27 17:05:17 main:574] : INFO : Epoch 1820 | loss: 0.0309973 | val_loss: 0.0312754 | Time: 1536.05 ms [2021-12-27 17:05:19 main:574] : INFO : Epoch 1821 | loss: 0.030987 | val_loss: 0.0313185 | Time: 1549.42 ms [2021-12-27 17:05:20 main:574] : INFO : Epoch 1822 | loss: 0.0309887 | val_loss: 0.0312847 | Time: 1532.1 ms [2021-12-27 17:05:22 main:574] : INFO : Epoch 1823 | loss: 0.0309901 | val_loss: 0.031289 | Time: 1551 ms [2021-12-27 17:05:24 main:574] : INFO : Epoch 1824 | loss: 0.0309809 | val_loss: 0.0313133 | Time: 1565.29 ms [2021-12-27 17:05:25 main:574] : INFO : Epoch 1825 | loss: 0.0309824 | val_loss: 0.0312777 | Time: 1547.42 ms [2021-12-27 17:05:27 main:574] : INFO : Epoch 1826 | loss: 0.030994 | val_loss: 0.0312939 | Time: 1543.08 ms [2021-12-27 17:05:28 main:574] : INFO : Epoch 1827 | loss: 0.0309852 | val_loss: 0.031327 | Time: 1540.41 ms [2021-12-27 17:05:30 main:574] : INFO : Epoch 1828 | loss: 0.0309823 | val_loss: 0.0313041 | Time: 1551.21 ms [2021-12-27 17:05:31 main:574] : INFO : Epoch 1829 | loss: 0.0309822 | val_loss: 0.0313414 | Time: 1659.25 ms [2021-12-27 17:05:33 main:574] : INFO : Epoch 1830 | loss: 0.0309852 | val_loss: 0.0313057 | Time: 1676.94 ms [2021-12-27 17:05:35 main:574] : INFO : Epoch 1831 | loss: 0.0309841 | val_loss: 0.0313131 | Time: 1624.17 ms [2021-12-27 17:05:36 main:574] : INFO : Epoch 1832 | loss: 0.0309861 | val_loss: 0.0313076 | Time: 1603.17 ms [2021-12-27 17:05:38 main:574] : INFO : Epoch 1833 | loss: 0.0309848 | val_loss: 0.0312842 | Time: 1565.16 ms [2021-12-27 17:05:39 main:574] : INFO : Epoch 1834 | loss: 0.0309944 | val_loss: 0.0312915 | Time: 1576.39 ms [2021-12-27 17:05:41 main:574] : INFO : Epoch 1835 | loss: 0.0310171 | val_loss: 0.0312836 | Time: 1590.62 ms [2021-12-27 17:05:43 main:574] : INFO : Epoch 1836 | loss: 0.0309991 | val_loss: 0.0312965 | Time: 1581.68 ms [2021-12-27 17:05:44 main:574] : INFO : Epoch 1837 | loss: 0.030984 | val_loss: 0.0313279 | Time: 1585.79 ms [2021-12-27 17:05:46 main:574] : INFO : Epoch 1838 | loss: 0.0309852 | val_loss: 0.0313019 | Time: 1595.47 ms [2021-12-27 17:05:47 main:574] : INFO : Epoch 1839 | loss: 0.0309979 | val_loss: 0.0312923 | Time: 1582.98 ms [2021-12-27 17:05:49 main:574] : INFO : Epoch 1840 | loss: 0.0309965 | val_loss: 0.0313552 | Time: 1580.28 ms [2021-12-27 17:05:51 main:574] : INFO : Epoch 1841 | loss: 0.0310024 | val_loss: 0.0313056 | Time: 1589.95 ms [2021-12-27 17:05:52 main:574] : INFO : Epoch 1842 | loss: 0.0310376 | val_loss: 0.0316288 | Time: 1585.28 ms [2021-12-27 17:05:54 main:574] : INFO : Epoch 1843 | loss: 0.0315919 | val_loss: 0.0321848 | Time: 1578.2 ms [2021-12-27 17:05:55 main:574] : INFO : Epoch 1844 | loss: 0.0321745 | val_loss: 0.0315268 | Time: 1579.3 ms [2021-12-27 17:05:57 main:574] : INFO : Epoch 1845 | loss: 0.0313732 | val_loss: 0.0312696 | Time: 1582.25 ms [2021-12-27 17:05:58 main:574] : INFO : Epoch 1846 | loss: 0.0312652 | val_loss: 0.0312541 | Time: 1578.1 ms [2021-12-27 17:06:00 main:574] : INFO : Epoch 1847 | loss: 0.0312513 | val_loss: 0.0312497 | Time: 1583.29 ms [2021-12-27 17:06:02 main:574] : INFO : Epoch 1848 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 1577.82 ms [2021-12-27 17:06:03 main:574] : INFO : Epoch 1849 | loss: 0.0312447 | val_loss: 0.0312432 | Time: 1578.11 ms [2021-12-27 17:06:05 main:574] : INFO : Epoch 1850 | loss: 0.0312403 | val_loss: 0.0312383 | Time: 1582.02 ms [2021-12-27 17:06:06 main:574] : INFO : Epoch 1851 | loss: 0.0312335 | val_loss: 0.031231 | Time: 1584.24 ms [2021-12-27 17:06:08 main:574] : INFO : Epoch 1852 | loss: 0.0312256 | val_loss: 0.0312276 | Time: 1578.68 ms [2021-12-27 17:06:10 main:574] : INFO : Epoch 1853 | loss: 0.0312135 | val_loss: 0.0312236 | Time: 1580.85 ms [2021-12-27 17:06:11 main:574] : INFO : Epoch 1854 | loss: 0.0312036 | val_loss: 0.0311931 | Time: 1579.92 ms [2021-12-27 17:06:13 main:574] : INFO : Epoch 1855 | loss: 0.0311899 | val_loss: 0.0311839 | Time: 1576.28 ms [2021-12-27 17:06:14 main:574] : INFO : Epoch 1856 | loss: 0.0311806 | val_loss: 0.0311905 | Time: 1575.38 ms [2021-12-27 17:06:16 main:574] : INFO : Epoch 1857 | loss: 0.0311719 | val_loss: 0.0311862 | Time: 1588.67 ms [2021-12-27 17:06:18 main:574] : INFO : Epoch 1858 | loss: 0.0311652 | val_loss: 0.0311728 | Time: 1628.14 ms [2021-12-27 17:06:19 main:574] : INFO : Epoch 1859 | loss: 0.0311603 | val_loss: 0.0311729 | Time: 1649.83 ms [2021-12-27 17:06:21 main:574] : INFO : Epoch 1860 | loss: 0.0311556 | val_loss: 0.0311696 | Time: 1661.45 ms [2021-12-27 17:06:22 main:574] : INFO : Epoch 1861 | loss: 0.0311544 | val_loss: 0.0311756 | Time: 1645.46 ms [2021-12-27 17:06:24 main:574] : INFO : Epoch 1862 | loss: 0.031152 | val_loss: 0.0311694 | Time: 1643.06 ms [2021-12-27 17:06:26 main:574] : INFO : Epoch 1863 | loss: 0.0311533 | val_loss: 0.0311694 | Time: 1660.59 ms [2021-12-27 17:06:27 main:574] : INFO : Epoch 1864 | loss: 0.03115 | val_loss: 0.0311721 | Time: 1651.61 ms [2021-12-27 17:06:29 main:574] : INFO : Epoch 1865 | loss: 0.0311484 | val_loss: 0.0311678 | Time: 1660.05 ms [2021-12-27 17:06:31 main:574] : INFO : Epoch 1866 | loss: 0.0311464 | val_loss: 0.0311698 | Time: 1645.49 ms [2021-12-27 17:06:32 main:574] : INFO : Epoch 1867 | loss: 0.0311462 | val_loss: 0.0311684 | Time: 1645.94 ms [2021-12-27 17:06:34 main:574] : INFO : Epoch 1868 | loss: 0.0311453 | val_loss: 0.0311779 | Time: 1657.85 ms [2021-12-27 17:06:36 main:574] : INFO : Epoch 1869 | loss: 0.0311459 | val_loss: 0.0311676 | Time: 1655.57 ms [2021-12-27 17:06:37 main:574] : INFO : Epoch 1870 | loss: 0.0311442 | val_loss: 0.0311689 | Time: 1609.99 ms [2021-12-27 17:06:39 main:574] : INFO : Epoch 1871 | loss: 0.0311426 | val_loss: 0.0311713 | Time: 1591.06 ms [2021-12-27 17:06:41 main:574] : INFO : Epoch 1872 | loss: 0.0311401 | val_loss: 0.0311677 | Time: 1577.5 ms [2021-12-27 17:06:42 main:574] : INFO : Epoch 1873 | loss: 0.0311421 | val_loss: 0.0311658 | Time: 1579.84 ms [2021-12-27 17:06:44 main:574] : INFO : Epoch 1874 | loss: 0.0311379 | val_loss: 0.0311702 | Time: 1580.76 ms [2021-12-27 17:06:45 main:574] : INFO : Epoch 1875 | loss: 0.031138 | val_loss: 0.031177 | Time: 1626.73 ms [2021-12-27 17:06:47 main:574] : INFO : Epoch 1876 | loss: 0.0311437 | val_loss: 0.0311665 | Time: 1642.38 ms [2021-12-27 17:06:49 main:574] : INFO : Epoch 1877 | loss: 0.0311378 | val_loss: 0.0311701 | Time: 1649.79 ms [2021-12-27 17:06:50 main:574] : INFO : Epoch 1878 | loss: 0.0311407 | val_loss: 0.0311654 | Time: 1636.47 ms [2021-12-27 17:06:52 main:574] : INFO : Epoch 1879 | loss: 0.0311369 | val_loss: 0.0311659 | Time: 1646.47 ms [2021-12-27 17:06:54 main:574] : INFO : Epoch 1880 | loss: 0.0311339 | val_loss: 0.0311667 | Time: 1656.17 ms [2021-12-27 17:06:55 main:574] : INFO : Epoch 1881 | loss: 0.0311321 | val_loss: 0.0311665 | Time: 1651.36 ms [2021-12-27 17:06:57 main:574] : INFO : Epoch 1882 | loss: 0.031132 | val_loss: 0.0311664 | Time: 1655.82 ms [2021-12-27 17:06:59 main:574] : INFO : Epoch 1883 | loss: 0.0311325 | val_loss: 0.0311655 | Time: 1655.05 ms [2021-12-27 17:07:00 main:574] : INFO : Epoch 1884 | loss: 0.0311304 | val_loss: 0.0311677 | Time: 1650.48 ms [2021-12-27 17:07:02 main:574] : INFO : Epoch 1885 | loss: 0.0311297 | val_loss: 0.0311674 | Time: 1650.23 ms [2021-12-27 17:07:03 main:574] : INFO : Epoch 1886 | loss: 0.0311305 | val_loss: 0.0311675 | Time: 1648.88 ms [2021-12-27 17:07:05 main:574] : INFO : Epoch 1887 | loss: 0.03113 | val_loss: 0.0311675 | Time: 1647.81 ms [2021-12-27 17:07:07 main:574] : INFO : Epoch 1888 | loss: 0.0311324 | val_loss: 0.0311661 | Time: 1648.51 ms [2021-12-27 17:07:08 main:574] : INFO : Epoch 1889 | loss: 0.0311283 | val_loss: 0.0311673 | Time: 1658.59 ms [2021-12-27 17:07:10 main:574] : INFO : Epoch 1890 | loss: 0.0311274 | val_loss: 0.0311676 | Time: 1656.49 ms [2021-12-27 17:07:12 main:574] : INFO : Epoch 1891 | loss: 0.0311272 | val_loss: 0.0311668 | Time: 1641.9 ms [2021-12-27 17:07:13 main:574] : INFO : Epoch 1892 | loss: 0.031127 | val_loss: 0.0311788 | Time: 1608.9 ms [2021-12-27 17:07:15 main:574] : INFO : Epoch 1893 | loss: 0.0311324 | val_loss: 0.0311767 | Time: 1580.71 ms [2021-12-27 17:07:17 main:574] : INFO : Epoch 1894 | loss: 0.0311299 | val_loss: 0.0311686 | Time: 1580.08 ms [2021-12-27 17:07:18 main:574] : INFO : Epoch 1895 | loss: 0.0311311 | val_loss: 0.0311794 | Time: 1593.13 ms [2021-12-27 17:07:20 main:574] : INFO : Epoch 1896 | loss: 0.0311332 | val_loss: 0.0311757 | Time: 1581.84 ms [2021-12-27 17:07:21 main:574] : INFO : Epoch 1897 | loss: 0.0311258 | val_loss: 0.0311695 | Time: 1580.75 ms [2021-12-27 17:07:23 main:574] : INFO : Epoch 1898 | loss: 0.0311252 | val_loss: 0.0311701 | Time: 1591.94 ms [2021-12-27 17:07:24 main:574] : INFO : Epoch 1899 | loss: 0.0311249 | val_loss: 0.0311688 | Time: 1588.59 ms [2021-12-27 17:07:26 main:574] : INFO : Epoch 1900 | loss: 0.0311262 | val_loss: 0.0311707 | Time: 1647.12 ms [2021-12-27 17:07:28 main:574] : INFO : Epoch 1901 | loss: 0.0311244 | val_loss: 0.0311734 | Time: 1663.6 ms [2021-12-27 17:07:29 main:574] : INFO : Epoch 1902 | loss: 0.0311228 | val_loss: 0.0311711 | Time: 1653.03 ms [2021-12-27 17:07:31 main:574] : INFO : Epoch 1903 | loss: 0.0311224 | val_loss: 0.0311697 | Time: 1655.77 ms [2021-12-27 17:07:33 main:574] : INFO : Epoch 1904 | loss: 0.0311219 | val_loss: 0.031172 | Time: 1659.05 ms [2021-12-27 17:07:34 main:574] : INFO : Epoch 1905 | loss: 0.0311233 | val_loss: 0.0311705 | Time: 1649.94 ms [2021-12-27 17:07:36 main:574] : INFO : Epoch 1906 | loss: 0.0311246 | val_loss: 0.031171 | Time: 1642.64 ms [2021-12-27 17:07:38 main:574] : INFO : Epoch 1907 | loss: 0.031123 | val_loss: 0.0311705 | Time: 1621.94 ms [2021-12-27 17:07:39 main:574] : INFO : Epoch 1908 | loss: 0.0311205 | val_loss: 0.0311698 | Time: 1649.28 ms [2021-12-27 17:07:41 main:574] : INFO : Epoch 1909 | loss: 0.0311219 | val_loss: 0.0311686 | Time: 1649.53 ms [2021-12-27 17:07:43 main:574] : INFO : Epoch 1910 | loss: 0.0311263 | val_loss: 0.0311731 | Time: 1659.32 ms [2021-12-27 17:07:44 main:574] : INFO : Epoch 1911 | loss: 0.0311207 | val_loss: 0.0311702 | Time: 1653.28 ms [2021-12-27 17:07:46 main:574] : INFO : Epoch 1912 | loss: 0.0311204 | val_loss: 0.0311697 | Time: 1645.44 ms [2021-12-27 17:07:48 main:574] : INFO : Epoch 1913 | loss: 0.0311178 | val_loss: 0.0311713 | Time: 1647.03 ms [2021-12-27 17:07:49 main:574] : INFO : Epoch 1914 | loss: 0.0311181 | val_loss: 0.0311701 | Time: 1657.21 ms [2021-12-27 17:07:51 main:574] : INFO : Epoch 1915 | loss: 0.0311176 | val_loss: 0.0311734 | Time: 1617.37 ms [2021-12-27 17:07:53 main:574] : INFO : Epoch 1916 | loss: 0.0311166 | val_loss: 0.0311723 | Time: 1646.01 ms [2021-12-27 17:07:54 main:574] : INFO : Epoch 1917 | loss: 0.0311176 | val_loss: 0.0311701 | Time: 1656.02 ms [2021-12-27 17:07:56 main:574] : INFO : Epoch 1918 | loss: 0.0311163 | val_loss: 0.0311713 | Time: 1656.38 ms [2021-12-27 17:07:58 main:574] : INFO : Epoch 1919 | loss: 0.0311167 | val_loss: 0.0311727 | Time: 1632.11 ms [2021-12-27 17:07:59 main:574] : INFO : Epoch 1920 | loss: 0.0311165 | val_loss: 0.0311719 | Time: 1652.04 ms [2021-12-27 17:08:01 main:574] : INFO : Epoch 1921 | loss: 0.0311173 | val_loss: 0.0311699 | Time: 1656.48 ms [2021-12-27 17:08:02 main:574] : INFO : Epoch 1922 | loss: 0.0311191 | val_loss: 0.0311717 | Time: 1658.04 ms [2021-12-27 17:08:04 main:574] : INFO : Epoch 1923 | loss: 0.0311183 | val_loss: 0.0311721 | Time: 1657.57 ms [2021-12-27 17:08:06 main:574] : INFO : Epoch 1924 | loss: 0.0311164 | val_loss: 0.0311715 | Time: 1648.48 ms [2021-12-27 17:08:07 main:574] : INFO : Epoch 1925 | loss: 0.0311163 | val_loss: 0.0311808 | Time: 1661.54 ms [2021-12-27 17:08:09 main:574] : INFO : Epoch 1926 | loss: 0.0311173 | val_loss: 0.0311746 | Time: 1653.95 ms [2021-12-27 17:08:11 main:574] : INFO : Epoch 1927 | loss: 0.0311149 | val_loss: 0.0311748 | Time: 1663.42 ms [2021-12-27 17:08:12 main:574] : INFO : Epoch 1928 | loss: 0.0311147 | val_loss: 0.0311715 | Time: 1657.26 ms [2021-12-27 17:08:14 main:574] : INFO : Epoch 1929 | loss: 0.0311136 | val_loss: 0.0311752 | Time: 1655.65 ms [2021-12-27 17:08:16 main:574] : INFO : Epoch 1930 | loss: 0.0311135 | val_loss: 0.0311735 | Time: 1656.36 ms [2021-12-27 17:08:17 main:574] : INFO : Epoch 1931 | loss: 0.031115 | val_loss: 0.0311736 | Time: 1661.65 ms [2021-12-27 17:08:19 main:574] : INFO : Epoch 1932 | loss: 0.031116 | val_loss: 0.0311728 | Time: 1655.52 ms [2021-12-27 17:08:21 main:574] : INFO : Epoch 1933 | loss: 0.0311137 | val_loss: 0.0311719 | Time: 1663.48 ms [2021-12-27 17:08:22 main:574] : INFO : Epoch 1934 | loss: 0.0311123 | val_loss: 0.031174 | Time: 1596.66 ms [2021-12-27 17:08:24 main:574] : INFO : Epoch 1935 | loss: 0.0311122 | val_loss: 0.031175 | Time: 1583.63 ms [2021-12-27 17:08:26 main:574] : INFO : Epoch 1936 | loss: 0.0311164 | val_loss: 0.0311737 | Time: 1571.01 ms [2021-12-27 17:08:27 main:574] : INFO : Epoch 1937 | loss: 0.0311177 | val_loss: 0.0311743 | Time: 1600.05 ms [2021-12-27 17:08:29 main:574] : INFO : Epoch 1938 | loss: 0.0311156 | val_loss: 0.0311814 | Time: 1586.31 ms [2021-12-27 17:08:30 main:574] : INFO : Epoch 1939 | loss: 0.0311138 | val_loss: 0.0311718 | Time: 1535.41 ms [2021-12-27 17:08:32 main:574] : INFO : Epoch 1940 | loss: 0.0311206 | val_loss: 0.031179 | Time: 1530.15 ms [2021-12-27 17:08:33 main:574] : INFO : Epoch 1941 | loss: 0.0311348 | val_loss: 0.0311777 | Time: 1549.73 ms [2021-12-27 17:08:35 main:574] : INFO : Epoch 1942 | loss: 0.0311321 | val_loss: 0.0311727 | Time: 1529.12 ms [2021-12-27 17:08:36 main:574] : INFO : Epoch 1943 | loss: 0.0311223 | val_loss: 0.0311738 | Time: 1517.45 ms [2021-12-27 17:08:38 main:574] : INFO : Epoch 1944 | loss: 0.0311197 | val_loss: 0.0311692 | Time: 1518.69 ms [2021-12-27 17:08:39 main:574] : INFO : Epoch 1945 | loss: 0.0311163 | val_loss: 0.0311754 | Time: 1525.62 ms [2021-12-27 17:08:41 main:574] : INFO : Epoch 1946 | loss: 0.0311165 | val_loss: 0.0311745 | Time: 1520.63 ms [2021-12-27 17:08:43 main:574] : INFO : Epoch 1947 | loss: 0.0311134 | val_loss: 0.0311785 | Time: 1612.64 ms [2021-12-27 17:08:44 main:574] : INFO : Epoch 1948 | loss: 0.0311131 | val_loss: 0.0311711 | Time: 1547.75 ms [2021-12-27 17:08:46 main:574] : INFO : Epoch 1949 | loss: 0.0311106 | val_loss: 0.0311704 | Time: 1564.8 ms [2021-12-27 17:08:47 main:574] : INFO : Epoch 1950 | loss: 0.0311105 | val_loss: 0.0311684 | Time: 1547.17 ms [2021-12-27 17:08:49 main:574] : INFO : Epoch 1951 | loss: 0.03111 | val_loss: 0.0311751 | Time: 1527.55 ms [2021-12-27 17:08:50 main:574] : INFO : Epoch 1952 | loss: 0.0311077 | val_loss: 0.0311762 | Time: 1563.9 ms [2021-12-27 17:08:52 main:574] : INFO : Epoch 1953 | loss: 0.0311081 | val_loss: 0.0311751 | Time: 1542.03 ms [2021-12-27 17:08:53 main:574] : INFO : Epoch 1954 | loss: 0.0311087 | val_loss: 0.0311751 | Time: 1530.85 ms [2021-12-27 17:08:55 main:574] : INFO : Epoch 1955 | loss: 0.0311115 | val_loss: 0.0311748 | Time: 1543.88 ms [2021-12-27 17:08:56 main:574] : INFO : Epoch 1956 | loss: 0.0311115 | val_loss: 0.0311776 | Time: 1527.57 ms [2021-12-27 17:08:58 main:574] : INFO : Epoch 1957 | loss: 0.0311127 | val_loss: 0.0311772 | Time: 1552.77 ms [2021-12-27 17:09:00 main:574] : INFO : Epoch 1958 | loss: 0.031112 | val_loss: 0.0311766 | Time: 1543.19 ms [2021-12-27 17:09:01 main:574] : INFO : Epoch 1959 | loss: 0.0311104 | val_loss: 0.0311745 | Time: 1564.61 ms [2021-12-27 17:09:03 main:574] : INFO : Epoch 1960 | loss: 0.0311087 | val_loss: 0.0311731 | Time: 1528.85 ms [2021-12-27 17:09:04 main:574] : INFO : Epoch 1961 | loss: 0.0311086 | val_loss: 0.0311735 | Time: 1542.48 ms [2021-12-27 17:09:06 main:574] : INFO : Epoch 1962 | loss: 0.0311127 | val_loss: 0.0311789 | Time: 1536 ms [2021-12-27 17:09:07 main:574] : INFO : Epoch 1963 | loss: 0.0311133 | val_loss: 0.0311753 | Time: 1543.96 ms [2021-12-27 17:09:09 main:574] : INFO : Epoch 1964 | loss: 0.031107 | val_loss: 0.0311722 | Time: 1543.34 ms [2021-12-27 17:09:10 main:574] : INFO : Epoch 1965 | loss: 0.0311057 | val_loss: 0.0311737 | Time: 1532.24 ms [2021-12-27 17:09:12 main:574] : INFO : Epoch 1966 | loss: 0.0311047 | val_loss: 0.0311772 | Time: 1527.53 ms [2021-12-27 17:09:14 main:574] : INFO : Epoch 1967 | loss: 0.0311083 | val_loss: 0.0311779 | Time: 1586.16 ms [2021-12-27 17:09:15 main:574] : INFO : Epoch 1968 | loss: 0.0311069 | val_loss: 0.0311758 | Time: 1660.04 ms [2021-12-27 17:09:17 main:574] : INFO : Epoch 1969 | loss: 0.031108 | val_loss: 0.0311745 | Time: 1662.34 ms [2021-12-27 17:09:18 main:574] : INFO : Epoch 1970 | loss: 0.0311104 | val_loss: 0.0311781 | Time: 1642.67 ms [2021-12-27 17:09:20 main:574] : INFO : Epoch 1971 | loss: 0.0311111 | val_loss: 0.0311759 | Time: 1651.81 ms [2021-12-27 17:09:22 main:574] : INFO : Epoch 1972 | loss: 0.0311166 | val_loss: 0.0311743 | Time: 1656.27 ms [2021-12-27 17:09:23 main:574] : INFO : Epoch 1973 | loss: 0.0311094 | val_loss: 0.0311747 | Time: 1604.77 ms [2021-12-27 17:09:25 main:574] : INFO : Epoch 1974 | loss: 0.0311075 | val_loss: 0.0311753 | Time: 1645.01 ms [2021-12-27 17:09:27 main:574] : INFO : Epoch 1975 | loss: 0.0311062 | val_loss: 0.0311764 | Time: 1616.49 ms [2021-12-27 17:09:28 main:574] : INFO : Epoch 1976 | loss: 0.0311062 | val_loss: 0.0311771 | Time: 1593.47 ms [2021-12-27 17:09:30 main:574] : INFO : Epoch 1977 | loss: 0.0311099 | val_loss: 0.0311706 | Time: 1593.45 ms [2021-12-27 17:09:32 main:574] : INFO : Epoch 1978 | loss: 0.0311054 | val_loss: 0.0311747 | Time: 1632.71 ms [2021-12-27 17:09:33 main:574] : INFO : Epoch 1979 | loss: 0.0311079 | val_loss: 0.0311724 | Time: 1641.6 ms [2021-12-27 17:09:35 main:574] : INFO : Epoch 1980 | loss: 0.0311118 | val_loss: 0.0311808 | Time: 1642.89 ms [2021-12-27 17:09:36 main:574] : INFO : Epoch 1981 | loss: 0.0311082 | val_loss: 0.0311758 | Time: 1658.76 ms [2021-12-27 17:09:38 main:574] : INFO : Epoch 1982 | loss: 0.0311035 | val_loss: 0.0311752 | Time: 1636.96 ms [2021-12-27 17:09:40 main:574] : INFO : Epoch 1983 | loss: 0.0311083 | val_loss: 0.0311765 | Time: 1653.72 ms [2021-12-27 17:09:41 main:574] : INFO : Epoch 1984 | loss: 0.0311075 | val_loss: 0.0311729 | Time: 1673.2 ms [2021-12-27 17:09:43 main:574] : INFO : Epoch 1985 | loss: 0.0311056 | val_loss: 0.0311786 | Time: 1654.71 ms [2021-12-27 17:09:45 main:574] : INFO : Epoch 1986 | loss: 0.031109 | val_loss: 0.0311772 | Time: 1640.51 ms [2021-12-27 17:09:46 main:574] : INFO : Epoch 1987 | loss: 0.0311099 | val_loss: 0.0311782 | Time: 1647.06 ms [2021-12-27 17:09:48 main:574] : INFO : Epoch 1988 | loss: 0.0311046 | val_loss: 0.0311754 | Time: 1648.64 ms [2021-12-27 17:09:50 main:574] : INFO : Epoch 1989 | loss: 0.0311036 | val_loss: 0.0311773 | Time: 1657.91 ms [2021-12-27 17:09:51 main:574] : INFO : Epoch 1990 | loss: 0.0311082 | val_loss: 0.0311861 | Time: 1649 ms [2021-12-27 17:09:53 main:574] : INFO : Epoch 1991 | loss: 0.0311104 | val_loss: 0.0311734 | Time: 1668.65 ms [2021-12-27 17:09:55 main:574] : INFO : Epoch 1992 | loss: 0.0311088 | val_loss: 0.0311871 | Time: 1649.52 ms [2021-12-27 17:09:56 main:574] : INFO : Epoch 1993 | loss: 0.0311049 | val_loss: 0.0311767 | Time: 1664.37 ms [2021-12-27 17:09:58 main:574] : INFO : Epoch 1994 | loss: 0.0311051 | val_loss: 0.0311769 | Time: 1658.77 ms [2021-12-27 17:10:00 main:574] : INFO : Epoch 1995 | loss: 0.0311066 | val_loss: 0.031174 | Time: 1592.96 ms [2021-12-27 17:10:01 main:574] : INFO : Epoch 1996 | loss: 0.0311038 | val_loss: 0.0311813 | Time: 1600.31 ms [2021-12-27 17:10:03 main:574] : INFO : Epoch 1997 | loss: 0.0311004 | val_loss: 0.0311781 | Time: 1593.29 ms [2021-12-27 17:10:04 main:574] : INFO : Epoch 1998 | loss: 0.0311001 | val_loss: 0.0311753 | Time: 1598.57 ms [2021-12-27 17:10:06 main:574] : INFO : Epoch 1999 | loss: 0.0310984 | val_loss: 0.0311848 | Time: 1603.37 ms [2021-12-27 17:10:08 main:574] : INFO : Epoch 2000 | loss: 0.0311023 | val_loss: 0.0311779 | Time: 1590.42 ms [2021-12-27 17:10:09 main:574] : INFO : Epoch 2001 | loss: 0.0311042 | val_loss: 0.0311769 | Time: 1588.11 ms [2021-12-27 17:10:11 main:574] : INFO : Epoch 2002 | loss: 0.0311076 | val_loss: 0.0311924 | Time: 1600.11 ms [2021-12-27 17:10:12 main:574] : INFO : Epoch 2003 | loss: 0.0311044 | val_loss: 0.0311748 | Time: 1591.55 ms [2021-12-27 17:10:14 main:574] : INFO : Epoch 2004 | loss: 0.0311039 | val_loss: 0.0311795 | Time: 1596.33 ms [2021-12-27 17:10:16 main:574] : INFO : Epoch 2005 | loss: 0.0311058 | val_loss: 0.0311818 | Time: 1595.89 ms [2021-12-27 17:10:17 main:574] : INFO : Epoch 2006 | loss: 0.0311032 | val_loss: 0.031178 | Time: 1590.13 ms [2021-12-27 17:10:19 main:574] : INFO : Epoch 2007 | loss: 0.0311009 | val_loss: 0.0311788 | Time: 1595.07 ms [2021-12-27 17:10:20 main:574] : INFO : Epoch 2008 | loss: 0.0311067 | val_loss: 0.0311787 | Time: 1594.13 ms [2021-12-27 17:10:22 main:574] : INFO : Epoch 2009 | loss: 0.0311058 | val_loss: 0.031173 | Time: 1591.46 ms [2021-12-27 17:10:24 main:574] : INFO : Epoch 2010 | loss: 0.0311038 | val_loss: 0.0311808 | Time: 1642.47 ms [2021-12-27 17:10:25 main:574] : INFO : Epoch 2011 | loss: 0.031099 | val_loss: 0.0311823 | Time: 1656.74 ms [2021-12-27 17:10:27 main:574] : INFO : Epoch 2012 | loss: 0.0310994 | val_loss: 0.0311862 | Time: 1662.92 ms [2021-12-27 17:10:29 main:574] : INFO : Epoch 2013 | loss: 0.0311001 | val_loss: 0.0311762 | Time: 1656.74 ms [2021-12-27 17:10:30 main:574] : INFO : Epoch 2014 | loss: 0.0310967 | val_loss: 0.0311828 | Time: 1653.76 ms [2021-12-27 17:10:32 main:574] : INFO : Epoch 2015 | loss: 0.0310981 | val_loss: 0.031189 | Time: 1657.01 ms [2021-12-27 17:10:34 main:574] : INFO : Epoch 2016 | loss: 0.0311046 | val_loss: 0.0311836 | Time: 1654.11 ms [2021-12-27 17:10:35 main:574] : INFO : Epoch 2017 | loss: 0.031101 | val_loss: 0.0311751 | Time: 1657.57 ms [2021-12-27 17:10:37 main:574] : INFO : Epoch 2018 | loss: 0.0311013 | val_loss: 0.0311898 | Time: 1570.93 ms [2021-12-27 17:10:38 main:574] : INFO : Epoch 2019 | loss: 0.0310998 | val_loss: 0.0311795 | Time: 1631.66 ms [2021-12-27 17:10:40 main:574] : INFO : Epoch 2020 | loss: 0.0310981 | val_loss: 0.0311846 | Time: 1655.91 ms [2021-12-27 17:10:42 main:574] : INFO : Epoch 2021 | loss: 0.0311034 | val_loss: 0.0311746 | Time: 1655.99 ms [2021-12-27 17:10:43 main:574] : INFO : Epoch 2022 | loss: 0.0311037 | val_loss: 0.0311773 | Time: 1648.28 ms [2021-12-27 17:10:45 main:574] : INFO : Epoch 2023 | loss: 0.0311065 | val_loss: 0.0311854 | Time: 1663.11 ms [2021-12-27 17:10:47 main:574] : INFO : Epoch 2024 | loss: 0.0311105 | val_loss: 0.0311762 | Time: 1653.64 ms [2021-12-27 17:10:48 main:574] : INFO : Epoch 2025 | loss: 0.0311043 | val_loss: 0.0311842 | Time: 1658.33 ms [2021-12-27 17:10:50 main:574] : INFO : Epoch 2026 | loss: 0.0311028 | val_loss: 0.0311787 | Time: 1671.34 ms [2021-12-27 17:10:52 main:574] : INFO : Epoch 2027 | loss: 0.0311001 | val_loss: 0.0311809 | Time: 1654.26 ms [2021-12-27 17:10:53 main:574] : INFO : Epoch 2028 | loss: 0.0311017 | val_loss: 0.0311814 | Time: 1665.28 ms [2021-12-27 17:10:55 main:574] : INFO : Epoch 2029 | loss: 0.0310995 | val_loss: 0.0311815 | Time: 1664.34 ms [2021-12-27 17:10:57 main:574] : INFO : Epoch 2030 | loss: 0.0310969 | val_loss: 0.0311805 | Time: 1654.54 ms [2021-12-27 17:10:58 main:574] : INFO : Epoch 2031 | loss: 0.0310955 | val_loss: 0.0311831 | Time: 1666.35 ms [2021-12-27 17:11:00 main:574] : INFO : Epoch 2032 | loss: 0.031098 | val_loss: 0.0311961 | Time: 1656.46 ms [2021-12-27 17:11:02 main:574] : INFO : Epoch 2033 | loss: 0.0311018 | val_loss: 0.0311785 | Time: 1659.21 ms [2021-12-27 17:11:03 main:574] : INFO : Epoch 2034 | loss: 0.0310938 | val_loss: 0.0311825 | Time: 1654.01 ms [2021-12-27 17:11:05 main:574] : INFO : Epoch 2035 | loss: 0.0310942 | val_loss: 0.0311768 | Time: 1652.54 ms [2021-12-27 17:11:07 main:574] : INFO : Epoch 2036 | loss: 0.031094 | val_loss: 0.0311901 | Time: 1663.85 ms [2021-12-27 17:11:08 main:574] : INFO : Epoch 2037 | loss: 0.031094 | val_loss: 0.0311759 | Time: 1655.13 ms [2021-12-27 17:11:10 main:574] : INFO : Epoch 2038 | loss: 0.031094 | val_loss: 0.0311897 | Time: 1652.3 ms [2021-12-27 17:11:12 main:574] : INFO : Epoch 2039 | loss: 0.0310926 | val_loss: 0.0311819 | Time: 1648.5 ms [2021-12-27 17:11:13 main:574] : INFO : Epoch 2040 | loss: 0.0310952 | val_loss: 0.0311906 | Time: 1656.64 ms [2021-12-27 17:11:15 main:574] : INFO : Epoch 2041 | loss: 0.0310977 | val_loss: 0.0311807 | Time: 1663.74 ms [2021-12-27 17:11:17 main:574] : INFO : Epoch 2042 | loss: 0.0310986 | val_loss: 0.0311971 | Time: 1656.58 ms [2021-12-27 17:11:18 main:574] : INFO : Epoch 2043 | loss: 0.0310974 | val_loss: 0.031174 | Time: 1654.78 ms [2021-12-27 17:11:20 main:574] : INFO : Epoch 2044 | loss: 0.0310995 | val_loss: 0.0311829 | Time: 1647.77 ms [2021-12-27 17:11:22 main:574] : INFO : Epoch 2045 | loss: 0.0310954 | val_loss: 0.031183 | Time: 1663.81 ms [2021-12-27 17:11:23 main:574] : INFO : Epoch 2046 | loss: 0.0311011 | val_loss: 0.031185 | Time: 1664.8 ms [2021-12-27 17:11:25 main:574] : INFO : Epoch 2047 | loss: 0.0311002 | val_loss: 0.0311834 | Time: 1661.27 ms [2021-12-27 17:11:27 main:574] : INFO : Epoch 2048 | loss: 0.0311033 | val_loss: 0.0311779 | Time: 1657.71 ms [2021-12-27 17:11:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311779 [2021-12-27 17:11:27 main:603] : INFO : Saving end state to config to file [2021-12-27 17:11:27 main:608] : INFO : Success, exiting.. 17:11:27 (24868): 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)