Task 5605326
| Name | ParityMachine-1624574677-5189-2_1 |
| Workunit | 3343369 |
| Created | 4 Jul 2021, 8:26:02 UTC |
| Sent | 4 Jul 2021, 8:36:36 UTC |
| Report deadline | 11 Jul 2021, 8:36:36 UTC |
| Received | 4 Jul 2021, 14:43:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 9 min 11 sec |
| CPU time | 1 hours 5 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.41 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0310707 | val_loss: 0.0311758 | Time: 1890.41 ms [2021-07-04 16:27:17 main:574] : INFO : Epoch 1543 | loss: 0.0310758 | val_loss: 0.0311772 | Time: 1856.67 ms [2021-07-04 16:27:19 main:574] : INFO : Epoch 1544 | loss: 0.0310758 | val_loss: 0.031176 | Time: 1931.87 ms [2021-07-04 16:27:21 main:574] : INFO : Epoch 1545 | loss: 0.0310721 | val_loss: 0.0311733 | Time: 1937.89 ms [2021-07-04 16:27:23 main:574] : INFO : Epoch 1546 | loss: 0.0310802 | val_loss: 0.0311737 | Time: 1893.37 ms [2021-07-04 16:27:25 main:574] : INFO : Epoch 1547 | loss: 0.0310944 | val_loss: 0.0311724 | Time: 1851.43 ms [2021-07-04 16:27:27 main:574] : INFO : Epoch 1548 | loss: 0.0310926 | val_loss: 0.0311688 | Time: 1892.52 ms [2021-07-04 16:27:29 main:574] : INFO : Epoch 1549 | loss: 0.0310858 | val_loss: 0.0311744 | Time: 1899.83 ms [2021-07-04 16:27:30 main:574] : INFO : Epoch 1550 | loss: 0.0310766 | val_loss: 0.0311819 | Time: 1886.3 ms [2021-07-04 16:27:32 main:574] : INFO : Epoch 1551 | loss: 0.0310738 | val_loss: 0.0311804 | Time: 1895.69 ms [2021-07-04 16:27:34 main:574] : INFO : Epoch 1552 | loss: 0.0310727 | val_loss: 0.0311724 | Time: 1908.15 ms [2021-07-04 16:27:36 main:574] : INFO : Epoch 1553 | loss: 0.0310753 | val_loss: 0.0311803 | Time: 1865.87 ms [2021-07-04 16:27:38 main:574] : INFO : Epoch 1554 | loss: 0.0310905 | val_loss: 0.0311716 | Time: 1905.53 ms [2021-07-04 16:27:40 main:574] : INFO : Epoch 1555 | loss: 0.0310864 | val_loss: 0.0311777 | Time: 1876.66 ms [2021-07-04 16:27:42 main:574] : INFO : Epoch 1556 | loss: 0.0310893 | val_loss: 0.0311703 | Time: 1939.79 ms [2021-07-04 16:27:44 main:574] : INFO : Epoch 1557 | loss: 0.0310804 | val_loss: 0.0311706 | Time: 1901.44 ms [2021-07-04 16:27:46 main:574] : INFO : Epoch 1558 | loss: 0.0310778 | val_loss: 0.0311722 | Time: 1873.86 ms [2021-07-04 16:27:48 main:574] : INFO : Epoch 1559 | loss: 0.0310726 | val_loss: 0.0311861 | Time: 1871.15 ms [2021-07-04 16:27:49 main:574] : INFO : Epoch 1560 | loss: 0.0310709 | val_loss: 0.0311902 | Time: 1938.47 ms [2021-07-04 16:27:51 main:574] : INFO : Epoch 1561 | loss: 0.0310714 | val_loss: 0.0311771 | Time: 1884 ms [2021-07-04 16:27:53 main:574] : INFO : Epoch 1562 | loss: 0.0310717 | val_loss: 0.0311744 | Time: 1854.6 ms [2021-07-04 16:27:55 main:574] : INFO : Epoch 1563 | loss: 0.0310729 | val_loss: 0.0311878 | Time: 1879.79 ms [2021-07-04 16:27:57 main:574] : INFO : Epoch 1564 | loss: 0.0310703 | val_loss: 0.0311803 | Time: 1912.58 ms [2021-07-04 16:27:59 main:574] : INFO : Epoch 1565 | loss: 0.0310691 | val_loss: 0.0312091 | Time: 1854.84 ms [2021-07-04 16:28:01 main:574] : INFO : Epoch 1566 | loss: 0.0310764 | val_loss: 0.0311894 | Time: 1864.55 ms [2021-07-04 16:28:03 main:574] : INFO : Epoch 1567 | loss: 0.031071 | val_loss: 0.0311934 | Time: 1839.31 ms [2021-07-04 16:28:05 main:574] : INFO : Epoch 1568 | loss: 0.0310623 | val_loss: 0.031189 | Time: 1916.09 ms [2021-07-04 16:28:06 main:574] : INFO : Epoch 1569 | loss: 0.0310626 | val_loss: 0.0311888 | Time: 1909.21 ms [2021-07-04 16:28:08 main:574] : INFO : Epoch 1570 | loss: 0.031066 | val_loss: 0.0311892 | Time: 1883.47 ms [2021-07-04 16:28:10 main:574] : INFO : Epoch 1571 | loss: 0.0310891 | val_loss: 0.0311726 | Time: 1923.8 ms [2021-07-04 16:28:12 main:574] : INFO : Epoch 1572 | loss: 0.0310921 | val_loss: 0.031171 | Time: 1859.68 ms [2021-07-04 16:28:14 main:574] : INFO : Epoch 1573 | loss: 0.0310848 | val_loss: 0.031184 | Time: 1883.75 ms [2021-07-04 16:28:16 main:574] : INFO : Epoch 1574 | loss: 0.031082 | val_loss: 0.0311796 | Time: 1876.72 ms [2021-07-04 16:28:18 main:574] : INFO : Epoch 1575 | loss: 0.031079 | val_loss: 0.0311823 | Time: 1902.69 ms [2021-07-04 16:28:20 main:574] : INFO : Epoch 1576 | loss: 0.0310784 | val_loss: 0.0311855 | Time: 1920.88 ms [2021-07-04 16:28:22 main:574] : INFO : Epoch 1577 | loss: 0.0310871 | val_loss: 0.0311763 | Time: 1870.96 ms [2021-07-04 16:28:24 main:574] : INFO : Epoch 1578 | loss: 0.0310811 | val_loss: 0.0311884 | Time: 1881.85 ms [2021-07-04 16:28:25 main:574] : INFO : Epoch 1579 | loss: 0.0310721 | val_loss: 0.0311788 | Time: 1885.76 ms [2021-07-04 16:28:27 main:574] : INFO : Epoch 1580 | loss: 0.0310667 | val_loss: 0.0311906 | Time: 1872.04 ms [2021-07-04 16:28:29 main:574] : INFO : Epoch 1581 | loss: 0.0310727 | val_loss: 0.0311782 | Time: 1881.25 ms [2021-07-04 16:28:31 main:574] : INFO : Epoch 1582 | loss: 0.0310716 | val_loss: 0.0311947 | Time: 1859.36 ms [2021-07-04 16:28:33 main:574] : INFO : Epoch 1583 | loss: 0.0310687 | val_loss: 0.0311846 | Time: 1929.2 ms [2021-07-04 16:28:35 main:574] : INFO : Epoch 1584 | loss: 0.0310636 | val_loss: 0.0311995 | Time: 1885.99 ms [2021-07-04 16:28:37 main:574] : INFO : Epoch 1585 | loss: 0.0310663 | val_loss: 0.0311843 | Time: 1944.3 ms [2021-07-04 16:28:39 main:574] : INFO : Epoch 1586 | loss: 0.0310682 | val_loss: 0.0311826 | Time: 1882.32 ms [2021-07-04 16:28:41 main:574] : INFO : Epoch 1587 | loss: 0.0310653 | val_loss: 0.0311838 | Time: 1876.26 ms [2021-07-04 16:28:43 main:574] : INFO : Epoch 1588 | loss: 0.0310661 | val_loss: 0.0311711 | Time: 1882.01 ms [2021-07-04 16:28:44 main:574] : INFO : Epoch 1589 | loss: 0.0310642 | val_loss: 0.0311877 | Time: 1881.34 ms [2021-07-04 16:28:46 main:574] : INFO : Epoch 1590 | loss: 0.0310615 | val_loss: 0.0311806 | Time: 1879.07 ms [2021-07-04 16:28:48 main:574] : INFO : Epoch 1591 | loss: 0.0310632 | val_loss: 0.0311782 | Time: 1864.73 ms [2021-07-04 16:28:50 main:574] : INFO : Epoch 1592 | loss: 0.0310708 | val_loss: 0.0311743 | Time: 1879.13 ms [2021-07-04 16:28:52 main:574] : INFO : Epoch 1593 | loss: 0.0310744 | val_loss: 0.0311758 | Time: 1930.84 ms [2021-07-04 16:28:54 main:574] : INFO : Epoch 1594 | loss: 0.03106 | val_loss: 0.0311841 | Time: 1851.39 ms [2021-07-04 16:28:56 main:574] : INFO : Epoch 1595 | loss: 0.0310599 | val_loss: 0.0311941 | Time: 1924.82 ms [2021-07-04 16:28:58 main:574] : INFO : Epoch 1596 | loss: 0.0310576 | val_loss: 0.0311858 | Time: 1891.18 ms [2021-07-04 16:29:00 main:574] : INFO : Epoch 1597 | loss: 0.0310588 | val_loss: 0.0311802 | Time: 1874.21 ms [2021-07-04 16:29:01 main:574] : INFO : Epoch 1598 | loss: 0.0310548 | val_loss: 0.0311918 | Time: 1900.08 ms [2021-07-04 16:29:03 main:574] : INFO : Epoch 1599 | loss: 0.0310542 | val_loss: 0.0311793 | Time: 1850.42 ms [2021-07-04 16:29:05 main:574] : INFO : Epoch 1600 | loss: 0.0310561 | val_loss: 0.0311756 | Time: 1875.73 ms [2021-07-04 16:29:07 main:574] : INFO : Epoch 1601 | loss: 0.0310606 | val_loss: 0.0311965 | Time: 1913.88 ms [2021-07-04 16:29:09 main:574] : INFO : Epoch 1602 | loss: 0.0310649 | val_loss: 0.0311796 | Time: 1858.32 ms [2021-07-04 16:29:11 main:574] : INFO : Epoch 1603 | loss: 0.0310637 | val_loss: 0.031191 | Time: 1854.06 ms [2021-07-04 16:29:13 main:574] : INFO : Epoch 1604 | loss: 0.0310645 | val_loss: 0.0311829 | Time: 1850.73 ms [2021-07-04 16:29:15 main:574] : INFO : Epoch 1605 | loss: 0.0310611 | val_loss: 0.0311771 | Time: 1871.81 ms [2021-07-04 16:29:16 main:574] : INFO : Epoch 1606 | loss: 0.0310549 | val_loss: 0.0311924 | Time: 1863.64 ms [2021-07-04 16:29:18 main:574] : INFO : Epoch 1607 | loss: 0.0310564 | val_loss: 0.0311908 | Time: 1872.78 ms [2021-07-04 16:29:20 main:574] : INFO : Epoch 1608 | loss: 0.0310623 | val_loss: 0.0311779 | Time: 1842.92 ms [2021-07-04 16:29:22 main:574] : INFO : Epoch 1609 | loss: 0.0310551 | val_loss: 0.0311847 | Time: 1864.06 ms [2021-07-04 16:29:24 main:574] : INFO : Epoch 1610 | loss: 0.0310548 | val_loss: 0.0311993 | Time: 1850.08 ms [2021-07-04 16:29:26 main:574] : INFO : Epoch 1611 | loss: 0.0310613 | val_loss: 0.0311876 | Time: 1880.33 ms [2021-07-04 16:29:28 main:574] : INFO : Epoch 1612 | loss: 0.0310576 | val_loss: 0.0311857 | Time: 1867.17 ms [2021-07-04 16:29:30 main:574] : INFO : Epoch 1613 | loss: 0.031056 | val_loss: 0.0311851 | Time: 1884.27 ms [2021-07-04 16:29:32 main:574] : INFO : Epoch 1614 | loss: 0.0310513 | val_loss: 0.0311937 | Time: 1890.08 ms [2021-07-04 16:29:33 main:574] : INFO : Epoch 1615 | loss: 0.0310586 | val_loss: 0.0311951 | Time: 1931.42 ms [2021-07-04 16:29:35 main:574] : INFO : Epoch 1616 | loss: 0.0310582 | val_loss: 0.0311731 | Time: 1906.77 ms [2021-07-04 16:29:37 main:574] : INFO : Epoch 1617 | loss: 0.0310587 | val_loss: 0.0311634 | Time: 1870.42 ms [2021-07-04 16:29:39 main:574] : INFO : Epoch 1618 | loss: 0.0310939 | val_loss: 0.0311608 | Time: 1869.52 ms [2021-07-04 16:29:41 main:574] : INFO : Epoch 1619 | loss: 0.0310868 | val_loss: 0.0311722 | Time: 1896.19 ms [2021-07-04 16:29:43 main:574] : INFO : Epoch 1620 | loss: 0.031077 | val_loss: 0.0311765 | Time: 1927.06 ms [2021-07-04 16:29:45 main:574] : INFO : Epoch 1621 | loss: 0.0310672 | val_loss: 0.031179 | Time: 1874.69 ms [2021-07-04 16:29:47 main:574] : INFO : Epoch 1622 | loss: 0.0310693 | val_loss: 0.0311888 | Time: 1818 ms [2021-07-04 16:29:49 main:574] : INFO : Epoch 1623 | loss: 0.0310602 | val_loss: 0.0311838 | Time: 1862.06 ms [2021-07-04 16:29:50 main:574] : INFO : Epoch 1624 | loss: 0.0310567 | val_loss: 0.0311747 | Time: 1911.54 ms [2021-07-04 16:29:52 main:574] : INFO : Epoch 1625 | loss: 0.0310564 | val_loss: 0.031191 | Time: 1883.79 ms [2021-07-04 16:29:54 main:574] : INFO : Epoch 1626 | loss: 0.0310726 | val_loss: 0.0311701 | Time: 1884.39 ms [2021-07-04 16:29:56 main:574] : INFO : Epoch 1627 | loss: 0.0310719 | val_loss: 0.0311756 | Time: 1842.06 ms [2021-07-04 16:29:58 main:574] : INFO : Epoch 1628 | loss: 0.0310611 | val_loss: 0.0311775 | Time: 1910.63 ms [2021-07-04 16:30:00 main:574] : INFO : Epoch 1629 | loss: 0.0310589 | val_loss: 0.0311848 | Time: 1912.86 ms [2021-07-04 16:30:02 main:574] : INFO : Epoch 1630 | loss: 0.0310587 | val_loss: 0.0311904 | Time: 1897.63 ms [2021-07-04 16:30:04 main:574] : INFO : Epoch 1631 | loss: 0.0310653 | val_loss: 0.0311767 | Time: 1886.04 ms [2021-07-04 16:30:06 main:574] : INFO : Epoch 1632 | loss: 0.0310786 | val_loss: 0.0311746 | Time: 1871.81 ms [2021-07-04 16:30:07 main:574] : INFO : Epoch 1633 | loss: 0.0310717 | val_loss: 0.0311744 | Time: 1862.66 ms [2021-07-04 16:30:09 main:574] : INFO : Epoch 1634 | loss: 0.0310654 | val_loss: 0.0311833 | Time: 1882.12 ms [2021-07-04 16:30:11 main:574] : INFO : Epoch 1635 | loss: 0.031062 | val_loss: 0.0311864 | Time: 1818.99 ms [2021-07-04 16:30:13 main:574] : INFO : Epoch 1636 | loss: 0.031058 | val_loss: 0.0311741 | Time: 1855.66 ms [2021-07-04 16:30:15 main:574] : INFO : Epoch 1637 | loss: 0.0310559 | val_loss: 0.0311887 | Time: 1878.14 ms [2021-07-04 16:30:17 main:574] : INFO : Epoch 1638 | loss: 0.031055 | val_loss: 0.0311811 | Time: 1861.79 ms [2021-07-04 16:30:19 main:574] : INFO : Epoch 1639 | loss: 0.0310534 | val_loss: 0.0311819 | Time: 1881.01 ms [2021-07-04 16:30:21 main:574] : INFO : Epoch 1640 | loss: 0.0310509 | val_loss: 0.0311934 | Time: 1884.17 ms [2021-07-04 16:30:22 main:574] : INFO : Epoch 1641 | loss: 0.0310577 | val_loss: 0.0311858 | Time: 1847.93 ms [2021-07-04 16:30:24 main:574] : INFO : Epoch 1642 | loss: 0.031051 | val_loss: 0.0311945 | Time: 1898.17 ms [2021-07-04 16:30:26 main:574] : INFO : Epoch 1643 | loss: 0.031046 | val_loss: 0.0311743 | Time: 1922.7 ms [2021-07-04 16:30:28 main:574] : INFO : Epoch 1644 | loss: 0.0310463 | val_loss: 0.0312001 | Time: 1920.19 ms [2021-07-04 16:30:30 main:574] : INFO : Epoch 1645 | loss: 0.0310479 | val_loss: 0.0311869 | Time: 1907.19 ms [2021-07-04 16:30:32 main:574] : INFO : Epoch 1646 | loss: 0.0310497 | val_loss: 0.0311905 | Time: 1886.64 ms [2021-07-04 16:30:34 main:574] : INFO : Epoch 1647 | loss: 0.031051 | val_loss: 0.0311996 | Time: 1827.43 ms [2021-07-04 16:30:36 main:574] : INFO : Epoch 1648 | loss: 0.0310471 | val_loss: 0.0312138 | Time: 1817.38 ms [2021-07-04 16:30:37 main:574] : INFO : Epoch 1649 | loss: 0.0310542 | val_loss: 0.0311749 | Time: 1797.22 ms [2021-07-04 16:30:39 main:574] : INFO : Epoch 1650 | loss: 0.0310552 | val_loss: 0.0311884 | Time: 1817.5 ms [2021-07-04 16:30:41 main:574] : INFO : Epoch 1651 | loss: 0.0310682 | val_loss: 0.0311794 | Time: 1832.93 ms [2021-07-04 16:30:43 main:574] : INFO : Epoch 1652 | loss: 0.0310613 | val_loss: 0.0311872 | Time: 1809.55 ms [2021-07-04 16:30:45 main:574] : INFO : Epoch 1653 | loss: 0.0310588 | val_loss: 0.0311921 | Time: 1868.83 ms [2021-07-04 16:30:47 main:574] : INFO : Epoch 1654 | loss: 0.0310536 | val_loss: 0.0311912 | Time: 1818.48 ms [2021-07-04 16:30:48 main:574] : INFO : Epoch 1655 | loss: 0.0310556 | val_loss: 0.0311773 | Time: 1789.8 ms [2021-07-04 16:30:50 main:574] : INFO : Epoch 1656 | loss: 0.0310531 | val_loss: 0.0311967 | Time: 1787.8 ms [2021-07-04 16:30:52 main:574] : INFO : Epoch 1657 | loss: 0.0310517 | val_loss: 0.0311878 | Time: 1762.65 ms [2021-07-04 16:30:54 main:574] : INFO : Epoch 1658 | loss: 0.0310594 | val_loss: 0.0311841 | Time: 1834.52 ms [2021-07-04 16:30:56 main:574] : INFO : Epoch 1659 | loss: 0.0310545 | val_loss: 0.0311938 | Time: 1793.08 ms [2021-07-04 16:30:58 main:574] : INFO : Epoch 1660 | loss: 0.0310514 | val_loss: 0.0311973 | Time: 1816.33 ms [2021-07-04 16:30:59 main:574] : INFO : Epoch 1661 | loss: 0.0310709 | val_loss: 0.0311831 | Time: 1767.51 ms [2021-07-04 16:31:01 main:574] : INFO : Epoch 1662 | loss: 0.0310674 | val_loss: 0.0311804 | Time: 1801.02 ms [2021-07-04 16:31:03 main:574] : INFO : Epoch 1663 | loss: 0.0310597 | val_loss: 0.0311748 | Time: 1796.94 ms [2021-07-04 16:31:05 main:574] : INFO : Epoch 1664 | loss: 0.0310627 | val_loss: 0.0311696 | Time: 1814.61 ms [2021-07-04 16:31:07 main:574] : INFO : Epoch 1665 | loss: 0.031134 | val_loss: 0.0311585 | Time: 1767.83 ms [2021-07-04 16:31:08 main:574] : INFO : Epoch 1666 | loss: 0.03113 | val_loss: 0.0311614 | Time: 1810.64 ms [2021-07-04 16:31:10 main:574] : INFO : Epoch 1667 | loss: 0.0311214 | val_loss: 0.0311583 | Time: 1822.35 ms [2021-07-04 16:31:12 main:574] : INFO : Epoch 1668 | loss: 0.031115 | val_loss: 0.031159 | Time: 1828.56 ms [2021-07-04 16:31:14 main:574] : INFO : Epoch 1669 | loss: 0.0311084 | val_loss: 0.0311608 | Time: 1858.07 ms [2021-07-04 16:31:16 main:574] : INFO : Epoch 1670 | loss: 0.0311036 | val_loss: 0.0311736 | Time: 1867.98 ms [2021-07-04 16:31:18 main:574] : INFO : Epoch 1671 | loss: 0.0311011 | val_loss: 0.0311632 | Time: 1776.49 ms [2021-07-04 16:31:19 main:574] : INFO : Epoch 1672 | loss: 0.0310991 | val_loss: 0.0311707 | Time: 1797.65 ms [2021-07-04 16:31:21 main:574] : INFO : Epoch 1673 | loss: 0.0310948 | val_loss: 0.0311747 | Time: 1846.79 ms [2021-07-04 16:31:23 main:574] : INFO : Epoch 1674 | loss: 0.0310928 | val_loss: 0.031167 | Time: 1825.79 ms [2021-07-04 16:31:25 main:574] : INFO : Epoch 1675 | loss: 0.0310905 | val_loss: 0.0311744 | Time: 1787.15 ms [2021-07-04 16:31:27 main:574] : INFO : Epoch 1676 | loss: 0.0310881 | val_loss: 0.0311743 | Time: 1809.18 ms [2021-07-04 16:31:28 main:574] : INFO : Epoch 1677 | loss: 0.0310889 | val_loss: 0.0311689 | Time: 1781.1 ms [2021-07-04 16:31:30 main:574] : INFO : Epoch 1678 | loss: 0.0310852 | val_loss: 0.0311728 | Time: 1765.62 ms [2021-07-04 16:31:32 main:574] : INFO : Epoch 1679 | loss: 0.0310862 | val_loss: 0.0311775 | Time: 1821.48 ms [2021-07-04 16:31:34 main:574] : INFO : Epoch 1680 | loss: 0.0310903 | val_loss: 0.0311635 | Time: 1872.02 ms [2021-07-04 16:31:36 main:574] : INFO : Epoch 1681 | loss: 0.0311201 | val_loss: 0.0311536 | Time: 1792.98 ms [2021-07-04 16:31:38 main:574] : INFO : Epoch 1682 | loss: 0.0311241 | val_loss: 0.0311537 | Time: 1837.72 ms [2021-07-04 16:31:39 main:574] : INFO : Epoch 1683 | loss: 0.03112 | val_loss: 0.0311509 | Time: 1794.68 ms [2021-07-04 16:31:41 main:574] : INFO : Epoch 1684 | loss: 0.0311186 | val_loss: 0.0311573 | Time: 1795.17 ms [2021-07-04 16:31:43 main:574] : INFO : Epoch 1685 | loss: 0.031113 | val_loss: 0.0311565 | Time: 1760.35 ms [2021-07-04 16:31:45 main:574] : INFO : Epoch 1686 | loss: 0.0311092 | val_loss: 0.0311536 | Time: 1916.31 ms [2021-07-04 16:31:47 main:574] : INFO : Epoch 1687 | loss: 0.0311071 | val_loss: 0.0311535 | Time: 1807.33 ms [2021-07-04 16:31:48 main:574] : INFO : Epoch 1688 | loss: 0.0311097 | val_loss: 0.0311549 | Time: 1812.72 ms [2021-07-04 16:31:50 main:574] : INFO : Epoch 1689 | loss: 0.0311071 | val_loss: 0.0311613 | Time: 1782.93 ms [2021-07-04 16:31:52 main:574] : INFO : Epoch 1690 | loss: 0.0311031 | val_loss: 0.0311584 | Time: 1791.54 ms [2021-07-04 16:31:54 main:574] : INFO : Epoch 1691 | loss: 0.0310987 | val_loss: 0.0311615 | Time: 1813.23 ms [2021-07-04 16:31:56 main:574] : INFO : Epoch 1692 | loss: 0.0310987 | val_loss: 0.031162 | Time: 1852.38 ms [2021-07-04 16:31:58 main:574] : INFO : Epoch 1693 | loss: 0.0310962 | val_loss: 0.0311579 | Time: 1757.39 ms [2021-07-04 16:31:59 main:574] : INFO : Epoch 1694 | loss: 0.0310949 | val_loss: 0.0311642 | Time: 1788.91 ms [2021-07-04 16:32:01 main:574] : INFO : Epoch 1695 | loss: 0.0310956 | val_loss: 0.0311586 | Time: 1822.86 ms [2021-07-04 16:32:03 main:574] : INFO : Epoch 1696 | loss: 0.0310937 | val_loss: 0.0311611 | Time: 1809.53 ms [2021-07-04 16:32:05 main:574] : INFO : Epoch 1697 | loss: 0.0310947 | val_loss: 0.0311612 | Time: 1850.47 ms [2021-07-04 16:32:07 main:574] : INFO : Epoch 1698 | loss: 0.0311008 | val_loss: 0.0311592 | Time: 1883.7 ms [2021-07-04 16:32:09 main:574] : INFO : Epoch 1699 | loss: 0.0310972 | val_loss: 0.0311582 | Time: 1790.82 ms [2021-07-04 16:32:10 main:574] : INFO : Epoch 1700 | loss: 0.0310956 | val_loss: 0.0311612 | Time: 1831.86 ms [2021-07-04 16:32:12 main:574] : INFO : Epoch 1701 | loss: 0.0310959 | val_loss: 0.031164 | Time: 1823.78 ms [2021-07-04 16:32:14 main:574] : INFO : Epoch 1702 | loss: 0.0311004 | val_loss: 0.0311553 | Time: 1783.14 ms [2021-07-04 16:32:16 main:574] : INFO : Epoch 1703 | loss: 0.0311045 | val_loss: 0.031154 | Time: 1789.39 ms [2021-07-04 16:32:18 main:574] : INFO : Epoch 1704 | loss: 0.0310989 | val_loss: 0.0311642 | Time: 1820.82 ms [2021-07-04 16:32:19 main:574] : INFO : Epoch 1705 | loss: 0.0311019 | val_loss: 0.0311563 | Time: 1788.12 ms [2021-07-04 16:32:21 main:574] : INFO : Epoch 1706 | loss: 0.0311022 | val_loss: 0.0311563 | Time: 1828.87 ms [2021-07-04 16:32:23 main:574] : INFO : Epoch 1707 | loss: 0.0310986 | val_loss: 0.0311593 | Time: 1780.8 ms [2021-07-04 16:32:25 main:574] : INFO : Epoch 1708 | loss: 0.0310939 | val_loss: 0.0311617 | Time: 1879.22 ms [2021-07-04 16:32:27 main:574] : INFO : Epoch 1709 | loss: 0.0310966 | val_loss: 0.0311652 | Time: 1803.54 ms [2021-07-04 16:32:29 main:574] : INFO : Epoch 1710 | loss: 0.0311154 | val_loss: 0.0311662 | Time: 1806.71 ms [2021-07-04 16:32:30 main:574] : INFO : Epoch 1711 | loss: 0.0311127 | val_loss: 0.0311539 | Time: 1776.15 ms [2021-07-04 16:32:32 main:574] : INFO : Epoch 1712 | loss: 0.031104 | val_loss: 0.031166 | Time: 1829.85 ms [2021-07-04 16:32:34 main:574] : INFO : Epoch 1713 | loss: 0.0311 | val_loss: 0.0311584 | Time: 1855.27 ms [2021-07-04 16:32:36 main:574] : INFO : Epoch 1714 | loss: 0.0310981 | val_loss: 0.0311634 | Time: 1817.45 ms [2021-07-04 16:32:38 main:574] : INFO : Epoch 1715 | loss: 0.0310981 | val_loss: 0.0311624 | Time: 1796.1 ms [2021-07-04 16:32:39 main:574] : INFO : Epoch 1716 | loss: 0.0310962 | val_loss: 0.0311649 | Time: 1809.46 ms [2021-07-04 16:32:41 main:574] : INFO : Epoch 1717 | loss: 0.0310889 | val_loss: 0.0311643 | Time: 1852.13 ms [2021-07-04 16:32:43 main:574] : INFO : Epoch 1718 | loss: 0.0310857 | val_loss: 0.0311663 | Time: 1844.22 ms [2021-07-04 16:32:45 main:574] : INFO : Epoch 1719 | loss: 0.0310844 | val_loss: 0.0311627 | Time: 1809.41 ms [2021-07-04 16:32:47 main:574] : INFO : Epoch 1720 | loss: 0.0310821 | val_loss: 0.0311641 | Time: 1775.72 ms [2021-07-04 16:32:49 main:574] : INFO : Epoch 1721 | loss: 0.0310844 | val_loss: 0.0311642 | Time: 1799.34 ms [2021-07-04 16:32:50 main:574] : INFO : Epoch 1722 | loss: 0.031084 | val_loss: 0.0311708 | Time: 1804.66 ms [2021-07-04 16:32:52 main:574] : INFO : Epoch 1723 | loss: 0.0310887 | val_loss: 0.031162 | Time: 1799.84 ms [2021-07-04 16:32:54 main:574] : INFO : Epoch 1724 | loss: 0.031086 | val_loss: 0.0311618 | Time: 1842.91 ms [2021-07-04 16:32:56 main:574] : INFO : Epoch 1725 | loss: 0.0310863 | val_loss: 0.0311696 | Time: 1805.1 ms [2021-07-04 16:32:58 main:574] : INFO : Epoch 1726 | loss: 0.0310869 | val_loss: 0.0311633 | Time: 1797.97 ms [2021-07-04 16:33:00 main:574] : INFO : Epoch 1727 | loss: 0.0310813 | val_loss: 0.0311708 | Time: 1835.74 ms [2021-07-04 16:33:01 main:574] : INFO : Epoch 1728 | loss: 0.0310848 | val_loss: 0.0311661 | Time: 1845.42 ms [2021-07-04 16:33:03 main:574] : INFO : Epoch 1729 | loss: 0.0310928 | val_loss: 0.0311645 | Time: 1786.18 ms [2021-07-04 16:33:05 main:574] : INFO : Epoch 1730 | loss: 0.0310951 | val_loss: 0.0311625 | Time: 1848.46 ms [2021-07-04 16:33:07 main:574] : INFO : Epoch 1731 | loss: 0.0311024 | val_loss: 0.0311555 | Time: 1759.28 ms [2021-07-04 16:33:09 main:574] : INFO : Epoch 1732 | loss: 0.0310976 | val_loss: 0.0311625 | Time: 1799.21 ms [2021-07-04 16:33:10 main:574] : INFO : Epoch 1733 | loss: 0.0310919 | val_loss: 0.0311635 | Time: 1767.99 ms [2021-07-04 16:33:12 main:574] : INFO : Epoch 1734 | loss: 0.0310872 | val_loss: 0.0311678 | Time: 1813.99 ms [2021-07-04 16:33:14 main:574] : INFO : Epoch 1735 | loss: 0.0310859 | val_loss: 0.0311659 | Time: 1881.15 ms [2021-07-04 16:33:16 main:574] : INFO : Epoch 1736 | loss: 0.0310832 | val_loss: 0.0311622 | Time: 1820.67 ms [2021-07-04 16:33:18 main:574] : INFO : Epoch 1737 | loss: 0.0310792 | val_loss: 0.0311771 | Time: 1815.64 ms [2021-07-04 16:33:20 main:574] : INFO : Epoch 1738 | loss: 0.031078 | val_loss: 0.0311701 | Time: 1786.63 ms [2021-07-04 16:33:21 main:574] : INFO : Epoch 1739 | loss: 0.0310791 | val_loss: 0.0311694 | Time: 1786.29 ms [2021-07-04 16:33:23 main:574] : INFO : Epoch 1740 | loss: 0.0310747 | val_loss: 0.0311732 | Time: 1758.54 ms [2021-07-04 16:33:25 main:574] : INFO : Epoch 1741 | loss: 0.0310773 | val_loss: 0.0311738 | Time: 1792.34 ms [2021-07-04 16:33:27 main:574] : INFO : Epoch 1742 | loss: 0.0310848 | val_loss: 0.0311831 | Time: 1812.34 ms [2021-07-04 16:33:29 main:574] : INFO : Epoch 1743 | loss: 0.0310794 | val_loss: 0.0311777 | Time: 1831.28 ms [2021-07-04 16:33:30 main:574] : INFO : Epoch 1744 | loss: 0.0310789 | val_loss: 0.0311677 | Time: 1780.98 ms [2021-07-04 16:33:32 main:574] : INFO : Epoch 1745 | loss: 0.0310794 | val_loss: 0.031177 | Time: 1778.14 ms [2021-07-04 16:33:34 main:574] : INFO : Epoch 1746 | loss: 0.03108 | val_loss: 0.031177 | Time: 1777.58 ms [2021-07-04 16:33:36 main:574] : INFO : Epoch 1747 | loss: 0.0310796 | val_loss: 0.0311731 | Time: 1762.32 ms [2021-07-04 16:33:38 main:574] : INFO : Epoch 1748 | loss: 0.0310751 | val_loss: 0.0311915 | Time: 1775.81 ms [2021-07-04 16:33:39 main:574] : INFO : Epoch 1749 | loss: 0.0310772 | val_loss: 0.0311699 | Time: 1858.74 ms [2021-07-04 16:33:41 main:574] : INFO : Epoch 1750 | loss: 0.0310782 | val_loss: 0.031166 | Time: 1817.76 ms [2021-07-04 16:33:43 main:574] : INFO : Epoch 1751 | loss: 0.0310784 | val_loss: 0.0311748 | Time: 1782.79 ms [2021-07-04 16:33:45 main:574] : INFO : Epoch 1752 | loss: 0.0310743 | val_loss: 0.0311672 | Time: 1760.55 ms [2021-07-04 16:33:47 main:574] : INFO : Epoch 1753 | loss: 0.0310716 | val_loss: 0.0311715 | Time: 1820.62 ms [2021-07-04 16:33:48 main:574] : INFO : Epoch 1754 | loss: 0.0310893 | val_loss: 0.0311574 | Time: 1803.39 ms [2021-07-04 16:33:50 main:574] : INFO : Epoch 1755 | loss: 0.0311295 | val_loss: 0.0311531 | Time: 1854.85 ms [2021-07-04 16:33:52 main:574] : INFO : Epoch 1756 | loss: 0.0311244 | val_loss: 0.0311501 | Time: 1767.77 ms [2021-07-04 16:33:54 main:574] : INFO : Epoch 1757 | loss: 0.0311171 | val_loss: 0.0311515 | Time: 1794.84 ms [2021-07-04 16:33:56 main:574] : INFO : Epoch 1758 | loss: 0.0311118 | val_loss: 0.0311514 | Time: 1833.06 ms [2021-07-04 16:33:57 main:574] : INFO : Epoch 1759 | loss: 0.0311044 | val_loss: 0.0311672 | Time: 1787.9 ms [2021-07-04 16:33:59 main:574] : INFO : Epoch 1760 | loss: 0.031099 | val_loss: 0.0311617 | Time: 1779 ms [2021-07-04 16:34:01 main:574] : INFO : Epoch 1761 | loss: 0.0310958 | val_loss: 0.0311632 | Time: 1857.09 ms [2021-07-04 16:34:03 main:574] : INFO : Epoch 1762 | loss: 0.0310958 | val_loss: 0.0311648 | Time: 1783.46 ms [2021-07-04 16:34:05 main:574] : INFO : Epoch 1763 | loss: 0.0310906 | val_loss: 0.031162 | Time: 1812.36 ms [2021-07-04 16:34:07 main:574] : INFO : Epoch 1764 | loss: 0.0310899 | val_loss: 0.0311594 | Time: 1805.31 ms [2021-07-04 16:34:08 main:574] : INFO : Epoch 1765 | loss: 0.0311058 | val_loss: 0.0311653 | Time: 1811.67 ms [2021-07-04 16:34:10 main:574] : INFO : Epoch 1766 | loss: 0.0311057 | val_loss: 0.0311633 | Time: 1793.81 ms [2021-07-04 16:34:12 main:574] : INFO : Epoch 1767 | loss: 0.0310963 | val_loss: 0.0311648 | Time: 1781.46 ms [2021-07-04 16:34:14 main:574] : INFO : Epoch 1768 | loss: 0.0310907 | val_loss: 0.0311772 | Time: 1778.13 ms [2021-07-04 16:34:16 main:574] : INFO : Epoch 1769 | loss: 0.0310885 | val_loss: 0.0311763 | Time: 1795.55 ms [2021-07-04 16:34:17 main:574] : INFO : Epoch 1770 | loss: 0.0310874 | val_loss: 0.0311614 | Time: 1816.54 ms [2021-07-04 16:34:19 main:574] : INFO : Epoch 1771 | loss: 0.0310874 | val_loss: 0.0311628 | Time: 1782.35 ms [2021-07-04 16:34:21 main:574] : INFO : Epoch 1772 | loss: 0.0310875 | val_loss: 0.0311622 | Time: 1783.99 ms [2021-07-04 16:34:23 main:574] : INFO : Epoch 1773 | loss: 0.0310826 | val_loss: 0.0311667 | Time: 1797.4 ms [2021-07-04 16:34:25 main:574] : INFO : Epoch 1774 | loss: 0.0310868 | val_loss: 0.0311573 | Time: 1805.72 ms [2021-07-04 16:34:26 main:574] : INFO : Epoch 1775 | loss: 0.0310813 | val_loss: 0.0311628 | Time: 1778.64 ms [2021-07-04 16:34:28 main:574] : INFO : Epoch 1776 | loss: 0.031084 | val_loss: 0.0311731 | Time: 1777.34 ms [2021-07-04 16:34:30 main:574] : INFO : Epoch 1777 | loss: 0.0310787 | val_loss: 0.0311624 | Time: 1789.15 ms [2021-07-04 16:34:32 main:574] : INFO : Epoch 1778 | loss: 0.0310786 | val_loss: 0.0311738 | Time: 1808.56 ms [2021-07-04 16:34:34 main:574] : INFO : Epoch 1779 | loss: 0.0310749 | val_loss: 0.0311714 | Time: 1808.57 ms [2021-07-04 16:34:36 main:574] : INFO : Epoch 1780 | loss: 0.0310734 | val_loss: 0.0311697 | Time: 1887.61 ms [2021-07-04 16:34:37 main:574] : INFO : Epoch 1781 | loss: 0.0310724 | val_loss: 0.0311666 | Time: 1787.84 ms [2021-07-04 16:34:39 main:574] : INFO : Epoch 1782 | loss: 0.0310737 | val_loss: 0.031172 | Time: 1808.57 ms [2021-07-04 16:34:41 main:574] : INFO : Epoch 1783 | loss: 0.0310711 | val_loss: 0.0311772 | Time: 1796.54 ms [2021-07-04 16:34:43 main:574] : INFO : Epoch 1784 | loss: 0.0310735 | val_loss: 0.0311694 | Time: 1796.33 ms [2021-07-04 16:34:45 main:574] : INFO : Epoch 1785 | loss: 0.0310726 | val_loss: 0.0311758 | Time: 1803.83 ms [2021-07-04 16:34:46 main:574] : INFO : Epoch 1786 | loss: 0.0310775 | val_loss: 0.0311718 | Time: 1806 ms [2021-07-04 16:34:48 main:574] : INFO : Epoch 1787 | loss: 0.0310716 | val_loss: 0.0311814 | Time: 1782.34 ms [2021-07-04 16:34:50 main:574] : INFO : Epoch 1788 | loss: 0.0310735 | val_loss: 0.0311683 | Time: 1793.1 ms [2021-07-04 16:34:52 main:574] : INFO : Epoch 1789 | loss: 0.0310729 | val_loss: 0.0311657 | Time: 1863.12 ms [2021-07-04 16:34:54 main:574] : INFO : Epoch 1790 | loss: 0.0310728 | val_loss: 0.0311733 | Time: 1799.36 ms [2021-07-04 16:34:55 main:574] : INFO : Epoch 1791 | loss: 0.031067 | val_loss: 0.0311701 | Time: 1814.11 ms [2021-07-04 16:34:57 main:574] : INFO : Epoch 1792 | loss: 0.031078 | val_loss: 0.0311639 | Time: 1803.92 ms [2021-07-04 16:34:59 main:574] : INFO : Epoch 1793 | loss: 0.0310787 | val_loss: 0.0311723 | Time: 1796.43 ms [2021-07-04 16:35:01 main:574] : INFO : Epoch 1794 | loss: 0.0310772 | val_loss: 0.0311627 | Time: 1758.17 ms [2021-07-04 16:35:03 main:574] : INFO : Epoch 1795 | loss: 0.0310707 | val_loss: 0.0311727 | Time: 1797.98 ms [2021-07-04 16:35:04 main:574] : INFO : Epoch 1796 | loss: 0.0310667 | val_loss: 0.0311778 | Time: 1777.89 ms [2021-07-04 16:35:06 main:574] : INFO : Epoch 1797 | loss: 0.0310671 | val_loss: 0.0311702 | Time: 1814.49 ms [2021-07-04 16:35:08 main:574] : INFO : Epoch 1798 | loss: 0.0310667 | val_loss: 0.0311701 | Time: 1783.27 ms [2021-07-04 16:35:10 main:574] : INFO : Epoch 1799 | loss: 0.0310641 | val_loss: 0.0311849 | Time: 1787.82 ms [2021-07-04 16:35:12 main:574] : INFO : Epoch 1800 | loss: 0.0310616 | val_loss: 0.0311737 | Time: 1777.57 ms [2021-07-04 16:35:14 main:574] : INFO : Epoch 1801 | loss: 0.0310607 | val_loss: 0.0311688 | Time: 1844.98 ms [2021-07-04 16:35:15 main:574] : INFO : Epoch 1802 | loss: 0.0310634 | val_loss: 0.0311781 | Time: 1772.02 ms [2021-07-04 16:35:17 main:574] : INFO : Epoch 1803 | loss: 0.0310642 | val_loss: 0.0311654 | Time: 1812.13 ms [2021-07-04 16:35:19 main:574] : INFO : Epoch 1804 | loss: 0.0310629 | val_loss: 0.0311833 | Time: 1818.57 ms [2021-07-04 16:35:21 main:574] : INFO : Epoch 1805 | loss: 0.0310614 | val_loss: 0.0311785 | Time: 1819.2 ms [2021-07-04 16:35:23 main:574] : INFO : Epoch 1806 | loss: 0.0310591 | val_loss: 0.0311721 | Time: 1769.75 ms [2021-07-04 16:35:24 main:574] : INFO : Epoch 1807 | loss: 0.0310624 | val_loss: 0.0311815 | Time: 1789.75 ms [2021-07-04 16:35:26 main:574] : INFO : Epoch 1808 | loss: 0.0310583 | val_loss: 0.0311882 | Time: 1805.21 ms [2021-07-04 16:35:28 main:574] : INFO : Epoch 1809 | loss: 0.0310684 | val_loss: 0.0311681 | Time: 1828.82 ms [2021-07-04 16:35:30 main:574] : INFO : Epoch 1810 | loss: 0.0310728 | val_loss: 0.0311769 | Time: 1831.16 ms [2021-07-04 16:35:32 main:574] : INFO : Epoch 1811 | loss: 0.0310708 | val_loss: 0.0311681 | Time: 1752.93 ms [2021-07-04 16:35:33 main:574] : INFO : Epoch 1812 | loss: 0.0310751 | val_loss: 0.0311625 | Time: 1798.38 ms [2021-07-04 16:35:35 main:574] : INFO : Epoch 1813 | loss: 0.0310863 | val_loss: 0.0311642 | Time: 1728.01 ms [2021-07-04 16:35:37 main:574] : INFO : Epoch 1814 | loss: 0.0311895 | val_loss: 0.0324589 | Time: 1821.88 ms [2021-07-04 16:35:39 main:574] : INFO : Epoch 1815 | loss: 0.0316471 | val_loss: 0.031538 | Time: 1793.1 ms [2021-07-04 16:35:41 main:574] : INFO : Epoch 1816 | loss: 0.0311978 | val_loss: 0.0311856 | Time: 1779.69 ms [2021-07-04 16:35:42 main:574] : INFO : Epoch 1817 | loss: 0.0310939 | val_loss: 0.0311667 | Time: 1814.82 ms [2021-07-04 16:35:44 main:574] : INFO : Epoch 1818 | loss: 0.0310839 | val_loss: 0.0311679 | Time: 1833.74 ms [2021-07-04 16:35:46 main:574] : INFO : Epoch 1819 | loss: 0.0310871 | val_loss: 0.0311712 | Time: 1800 ms [2021-07-04 16:35:48 main:574] : INFO : Epoch 1820 | loss: 0.0310866 | val_loss: 0.0311591 | Time: 1820.98 ms [2021-07-04 16:35:50 main:574] : INFO : Epoch 1821 | loss: 0.0310813 | val_loss: 0.0311696 | Time: 1799.45 ms [2021-07-04 16:35:52 main:574] : INFO : Epoch 1822 | loss: 0.0310769 | val_loss: 0.0311652 | Time: 1833.91 ms [2021-07-04 16:35:53 main:574] : INFO : Epoch 1823 | loss: 0.0310735 | val_loss: 0.0311775 | Time: 1819.29 ms [2021-07-04 16:35:55 main:574] : INFO : Epoch 1824 | loss: 0.0310682 | val_loss: 0.0311747 | Time: 1852.8 ms [2021-07-04 16:35:57 main:574] : INFO : Epoch 1825 | loss: 0.0310717 | val_loss: 0.031182 | Time: 1815.48 ms [2021-07-04 16:35:59 main:574] : INFO : Epoch 1826 | loss: 0.0310695 | val_loss: 0.0311823 | Time: 1775.41 ms [2021-07-04 16:36:01 main:574] : INFO : Epoch 1827 | loss: 0.0310665 | val_loss: 0.0311875 | Time: 1800.09 ms [2021-07-04 16:36:02 main:574] : INFO : Epoch 1828 | loss: 0.031071 | val_loss: 0.0311803 | Time: 1797.55 ms [2021-07-04 16:36:04 main:574] : INFO : Epoch 1829 | loss: 0.031074 | val_loss: 0.0311894 | Time: 1755.36 ms [2021-07-04 16:36:06 main:574] : INFO : Epoch 1830 | loss: 0.0310801 | val_loss: 0.0311906 | Time: 1776.52 ms [2021-07-04 16:36:08 main:574] : INFO : Epoch 1831 | loss: 0.0310738 | val_loss: 0.0311761 | Time: 1859.43 ms [2021-07-04 16:36:10 main:574] : INFO : Epoch 1832 | loss: 0.0310708 | val_loss: 0.0311727 | Time: 1859.21 ms [2021-07-04 16:36:11 main:574] : INFO : Epoch 1833 | loss: 0.031069 | val_loss: 0.0311746 | Time: 1778.81 ms [2021-07-04 16:36:13 main:574] : INFO : Epoch 1834 | loss: 0.0310755 | val_loss: 0.0311756 | Time: 1781.78 ms [2021-07-04 16:36:15 main:574] : INFO : Epoch 1835 | loss: 0.0310792 | val_loss: 0.0311736 | Time: 1780.36 ms [2021-07-04 16:36:17 main:574] : INFO : Epoch 1836 | loss: 0.0310709 | val_loss: 0.0311692 | Time: 1806.02 ms [2021-07-04 16:36:19 main:574] : INFO : Epoch 1837 | loss: 0.031067 | val_loss: 0.0311841 | Time: 1839.85 ms [2021-07-04 16:36:21 main:574] : INFO : Epoch 1838 | loss: 0.0310665 | val_loss: 0.0311908 | Time: 1791.99 ms [2021-07-04 16:36:22 main:574] : INFO : Epoch 1839 | loss: 0.0310617 | val_loss: 0.0311885 | Time: 1823.56 ms [2021-07-04 16:36:24 main:574] : INFO : Epoch 1840 | loss: 0.0310695 | val_loss: 0.0311737 | Time: 1784.14 ms [2021-07-04 16:36:26 main:574] : INFO : Epoch 1841 | loss: 0.0310667 | val_loss: 0.0311843 | Time: 1779.86 ms [2021-07-04 16:36:28 main:574] : INFO : Epoch 1842 | loss: 0.0310612 | val_loss: 0.0311808 | Time: 1779.78 ms [2021-07-04 16:36:30 main:574] : INFO : Epoch 1843 | loss: 0.0310666 | val_loss: 0.0311795 | Time: 1822.72 ms [2021-07-04 16:36:31 main:574] : INFO : Epoch 1844 | loss: 0.0310647 | val_loss: 0.0311794 | Time: 1803.41 ms [2021-07-04 16:36:33 main:574] : INFO : Epoch 1845 | loss: 0.0310633 | val_loss: 0.0311751 | Time: 1782.59 ms [2021-07-04 16:36:35 main:574] : INFO : Epoch 1846 | loss: 0.0310675 | val_loss: 0.0311733 | Time: 1799.97 ms [2021-07-04 16:36:37 main:574] : INFO : Epoch 1847 | loss: 0.0310633 | val_loss: 0.0311887 | Time: 1757.35 ms [2021-07-04 16:36:39 main:574] : INFO : Epoch 1848 | loss: 0.0310626 | val_loss: 0.0311756 | Time: 1766.32 ms [2021-07-04 16:36:40 main:574] : INFO : Epoch 1849 | loss: 0.0310576 | val_loss: 0.0311876 | Time: 1842.14 ms [2021-07-04 16:36:42 main:574] : INFO : Epoch 1850 | loss: 0.0310591 | val_loss: 0.0311793 | Time: 1844.88 ms [2021-07-04 16:36:44 main:574] : INFO : Epoch 1851 | loss: 0.0310718 | val_loss: 0.0311791 | Time: 1770.53 ms [2021-07-04 16:36:46 main:574] : INFO : Epoch 1852 | loss: 0.0310921 | val_loss: 0.0311713 | Time: 1773.55 ms [2021-07-04 16:36:48 main:574] : INFO : Epoch 1853 | loss: 0.0310928 | val_loss: 0.0311633 | Time: 1795.15 ms [2021-07-04 16:36:49 main:574] : INFO : Epoch 1854 | loss: 0.0310819 | val_loss: 0.0311714 | Time: 1808.89 ms [2021-07-04 16:36:51 main:574] : INFO : Epoch 1855 | loss: 0.0310758 | val_loss: 0.0311887 | Time: 1803.77 ms [2021-07-04 16:36:53 main:574] : INFO : Epoch 1856 | loss: 0.0310696 | val_loss: 0.0311797 | Time: 1826.65 ms [2021-07-04 16:36:55 main:574] : INFO : Epoch 1857 | loss: 0.0310653 | val_loss: 0.0311895 | Time: 1778.99 ms [2021-07-04 16:36:57 main:574] : INFO : Epoch 1858 | loss: 0.0310671 | val_loss: 0.0311724 | Time: 1809.72 ms [2021-07-04 16:36:58 main:574] : INFO : Epoch 1859 | loss: 0.031073 | val_loss: 0.031173 | Time: 1772.15 ms [2021-07-04 16:37:00 main:574] : INFO : Epoch 1860 | loss: 0.0310694 | val_loss: 0.031187 | Time: 1802.65 ms [2021-07-04 16:37:02 main:574] : INFO : Epoch 1861 | loss: 0.0310645 | val_loss: 0.0311939 | Time: 1874.42 ms [2021-07-04 16:37:04 main:574] : INFO : Epoch 1862 | loss: 0.0310618 | val_loss: 0.0311765 | Time: 1815.61 ms [2021-07-04 16:37:06 main:574] : INFO : Epoch 1863 | loss: 0.0310654 | val_loss: 0.0311792 | Time: 1783.44 ms [2021-07-04 16:37:08 main:574] : INFO : Epoch 1864 | loss: 0.0310646 | val_loss: 0.0311815 | Time: 1803.5 ms [2021-07-04 16:37:09 main:574] : INFO : Epoch 1865 | loss: 0.0310677 | val_loss: 0.0311749 | Time: 1805.82 ms [2021-07-04 16:37:11 main:574] : INFO : Epoch 1866 | loss: 0.0310656 | val_loss: 0.0311987 | Time: 1794.64 ms [2021-07-04 16:37:13 main:574] : INFO : Epoch 1867 | loss: 0.0310788 | val_loss: 0.0311624 | Time: 1787.22 ms [2021-07-04 16:37:15 main:574] : INFO : Epoch 1868 | loss: 0.0310805 | val_loss: 0.0311576 | Time: 1794.93 ms [2021-07-04 16:37:17 main:574] : INFO : Epoch 1869 | loss: 0.0310734 | val_loss: 0.0311727 | Time: 1845.7 ms [2021-07-04 16:37:18 main:574] : INFO : Epoch 1870 | loss: 0.0310707 | val_loss: 0.0311736 | Time: 1813.04 ms [2021-07-04 16:37:20 main:574] : INFO : Epoch 1871 | loss: 0.0310733 | val_loss: 0.0311722 | Time: 1886.72 ms [2021-07-04 16:37:22 main:574] : INFO : Epoch 1872 | loss: 0.0310681 | val_loss: 0.0311815 | Time: 1787.44 ms [2021-07-04 16:37:24 main:574] : INFO : Epoch 1873 | loss: 0.0310687 | val_loss: 0.0311751 | Time: 1798.37 ms [2021-07-04 16:37:26 main:574] : INFO : Epoch 1874 | loss: 0.0310736 | val_loss: 0.0311693 | Time: 1801.37 ms [2021-07-04 16:37:28 main:574] : INFO : Epoch 1875 | loss: 0.0310666 | val_loss: 0.0311808 | Time: 1775.74 ms [2021-07-04 16:37:29 main:574] : INFO : Epoch 1876 | loss: 0.0310622 | val_loss: 0.0311713 | Time: 1839.3 ms [2021-07-04 16:37:31 main:574] : INFO : Epoch 1877 | loss: 0.0310616 | val_loss: 0.031177 | Time: 1790.49 ms [2021-07-04 16:37:33 main:574] : INFO : Epoch 1878 | loss: 0.0310574 | val_loss: 0.0311852 | Time: 1797.95 ms [2021-07-04 16:37:35 main:574] : INFO : Epoch 1879 | loss: 0.0310606 | val_loss: 0.0311711 | Time: 1916.23 ms [2021-07-04 16:37:37 main:574] : INFO : Epoch 1880 | loss: 0.031066 | val_loss: 0.0311771 | Time: 2033.76 ms [2021-07-04 16:37:39 main:574] : INFO : Epoch 1881 | loss: 0.0310682 | val_loss: 0.0311678 | Time: 1992.51 ms [2021-07-04 16:37:41 main:574] : INFO : Epoch 1882 | loss: 0.0310651 | val_loss: 0.031168 | Time: 1991.22 ms [2021-07-04 16:37:43 main:574] : INFO : Epoch 1883 | loss: 0.0310652 | val_loss: 0.0311801 | Time: 2015.55 ms [2021-07-04 16:37:45 main:574] : INFO : Epoch 1884 | loss: 0.0310619 | val_loss: 0.0311809 | Time: 2020.14 ms [2021-07-04 16:37:47 main:574] : INFO : Epoch 1885 | loss: 0.0310589 | val_loss: 0.0311623 | Time: 2043.06 ms [2021-07-04 16:37:49 main:574] : INFO : Epoch 1886 | loss: 0.031057 | val_loss: 0.0311692 | Time: 2017.36 ms [2021-07-04 16:37:51 main:574] : INFO : Epoch 1887 | loss: 0.0310593 | val_loss: 0.0311792 | Time: 1990.86 ms [2021-07-04 16:37:53 main:574] : INFO : Epoch 1888 | loss: 0.0310599 | val_loss: 0.0311722 | Time: 2015.95 ms [2021-07-04 16:37:55 main:574] : INFO : Epoch 1889 | loss: 0.031068 | val_loss: 0.0311689 | Time: 1987.72 ms [2021-07-04 16:37:57 main:574] : INFO : Epoch 1890 | loss: 0.0310597 | val_loss: 0.0311865 | Time: 2040.98 ms [2021-07-04 16:37:59 main:574] : INFO : Epoch 1891 | loss: 0.0310535 | val_loss: 0.0311846 | Time: 1986.38 ms [2021-07-04 16:38:01 main:574] : INFO : Epoch 1892 | loss: 0.0310515 | val_loss: 0.0311937 | Time: 2002.56 ms [2021-07-04 16:38:03 main:574] : INFO : Epoch 1893 | loss: 0.0310572 | val_loss: 0.0311789 | Time: 1980.19 ms [2021-07-04 16:38:05 main:574] : INFO : Epoch 1894 | loss: 0.0310567 | val_loss: 0.0311722 | Time: 2013.3 ms [2021-07-04 16:38:07 main:574] : INFO : Epoch 1895 | loss: 0.0310856 | val_loss: 0.0311629 | Time: 2000.55 ms [2021-07-04 16:38:09 main:574] : INFO : Epoch 1896 | loss: 0.0311058 | val_loss: 0.0311549 | Time: 2043.85 ms [2021-07-04 16:38:11 main:574] : INFO : Epoch 1897 | loss: 0.0310955 | val_loss: 0.0311524 | Time: 1989.88 ms [2021-07-04 16:38:13 main:574] : INFO : Epoch 1898 | loss: 0.031091 | val_loss: 0.031161 | Time: 1991.4 ms [2021-07-04 16:38:15 main:574] : INFO : Epoch 1899 | loss: 0.0310804 | val_loss: 0.0311595 | Time: 1947.96 ms [2021-07-04 16:38:17 main:574] : INFO : Epoch 1900 | loss: 0.0310752 | val_loss: 0.0311719 | Time: 1986.98 ms [2021-07-04 16:38:19 main:574] : INFO : Epoch 1901 | loss: 0.0310714 | val_loss: 0.0311665 | Time: 1939.01 ms [2021-07-04 16:38:21 main:574] : INFO : Epoch 1902 | loss: 0.0310702 | val_loss: 0.0311681 | Time: 2059.63 ms [2021-07-04 16:38:23 main:574] : INFO : Epoch 1903 | loss: 0.031064 | val_loss: 0.0311692 | Time: 1981.25 ms [2021-07-04 16:38:25 main:574] : INFO : Epoch 1904 | loss: 0.0310659 | val_loss: 0.0311737 | Time: 1996.55 ms [2021-07-04 16:38:27 main:574] : INFO : Epoch 1905 | loss: 0.031069 | val_loss: 0.0311743 | Time: 1968.28 ms [2021-07-04 16:38:29 main:574] : INFO : Epoch 1906 | loss: 0.0310701 | val_loss: 0.0311697 | Time: 1954.09 ms [2021-07-04 16:38:31 main:574] : INFO : Epoch 1907 | loss: 0.0310672 | val_loss: 0.0311796 | Time: 1956.16 ms [2021-07-04 16:38:33 main:574] : INFO : Epoch 1908 | loss: 0.0310637 | val_loss: 0.0311626 | Time: 1974.93 ms [2021-07-04 16:38:35 main:574] : INFO : Epoch 1909 | loss: 0.0310675 | val_loss: 0.0311756 | Time: 1968.85 ms [2021-07-04 16:38:37 main:574] : INFO : Epoch 1910 | loss: 0.0310734 | val_loss: 0.0311641 | Time: 1976.74 ms [2021-07-04 16:38:39 main:574] : INFO : Epoch 1911 | loss: 0.031071 | val_loss: 0.0311827 | Time: 1925.83 ms [2021-07-04 16:38:41 main:574] : INFO : Epoch 1912 | loss: 0.0310685 | val_loss: 0.0311767 | Time: 1917.79 ms [2021-07-04 16:38:43 main:574] : INFO : Epoch 1913 | loss: 0.0310621 | val_loss: 0.0311858 | Time: 1934.65 ms [2021-07-04 16:38:45 main:574] : INFO : Epoch 1914 | loss: 0.0310646 | val_loss: 0.031173 | Time: 1910.14 ms [2021-07-04 16:38:47 main:574] : INFO : Epoch 1915 | loss: 0.0310629 | val_loss: 0.0311751 | Time: 1907.82 ms [2021-07-04 16:38:49 main:574] : INFO : Epoch 1916 | loss: 0.0310737 | val_loss: 0.0311608 | Time: 1929.76 ms [2021-07-04 16:38:50 main:574] : INFO : Epoch 1917 | loss: 0.0310717 | val_loss: 0.0311747 | Time: 1915.61 ms [2021-07-04 16:38:52 main:574] : INFO : Epoch 1918 | loss: 0.0310697 | val_loss: 0.0311666 | Time: 1897.53 ms [2021-07-04 16:38:54 main:574] : INFO : Epoch 1919 | loss: 0.0310714 | val_loss: 0.0311687 | Time: 1962.81 ms [2021-07-04 16:38:56 main:574] : INFO : Epoch 1920 | loss: 0.0310709 | val_loss: 0.031179 | Time: 1898.79 ms [2021-07-04 16:38:58 main:574] : INFO : Epoch 1921 | loss: 0.031065 | val_loss: 0.0311781 | Time: 1939.53 ms [2021-07-04 16:39:00 main:574] : INFO : Epoch 1922 | loss: 0.0310579 | val_loss: 0.0311761 | Time: 1931.54 ms [2021-07-04 16:39:02 main:574] : INFO : Epoch 1923 | loss: 0.0310556 | val_loss: 0.0311882 | Time: 1938.87 ms [2021-07-04 16:39:04 main:574] : INFO : Epoch 1924 | loss: 0.0310586 | val_loss: 0.0311747 | Time: 1977.8 ms [2021-07-04 16:39:06 main:574] : INFO : Epoch 1925 | loss: 0.0310668 | val_loss: 0.0311689 | Time: 1953.35 ms [2021-07-04 16:39:08 main:574] : INFO : Epoch 1926 | loss: 0.0310897 | val_loss: 0.0311745 | Time: 1899.69 ms [2021-07-04 16:39:10 main:574] : INFO : Epoch 1927 | loss: 0.0310818 | val_loss: 0.0311808 | Time: 1878.9 ms [2021-07-04 16:39:12 main:574] : INFO : Epoch 1928 | loss: 0.0310799 | val_loss: 0.0311768 | Time: 1907.93 ms [2021-07-04 16:39:14 main:574] : INFO : Epoch 1929 | loss: 0.0310753 | val_loss: 0.0311798 | Time: 1940.51 ms [2021-07-04 16:39:16 main:574] : INFO : Epoch 1930 | loss: 0.0310692 | val_loss: 0.0311834 | Time: 1900.09 ms [2021-07-04 16:39:18 main:574] : INFO : Epoch 1931 | loss: 0.0310664 | val_loss: 0.0311703 | Time: 1937.55 ms [2021-07-04 16:39:19 main:574] : INFO : Epoch 1932 | loss: 0.0310659 | val_loss: 0.0311748 | Time: 1923.68 ms [2021-07-04 16:39:21 main:574] : INFO : Epoch 1933 | loss: 0.0310618 | val_loss: 0.0311836 | Time: 1908.58 ms [2021-07-04 16:39:23 main:574] : INFO : Epoch 1934 | loss: 0.0310557 | val_loss: 0.0311753 | Time: 1959.04 ms [2021-07-04 16:39:25 main:574] : INFO : Epoch 1935 | loss: 0.0310521 | val_loss: 0.0311864 | Time: 1893.4 ms [2021-07-04 16:39:27 main:574] : INFO : Epoch 1936 | loss: 0.0310499 | val_loss: 0.0311784 | Time: 1921.4 ms [2021-07-04 16:39:29 main:574] : INFO : Epoch 1937 | loss: 0.0310513 | val_loss: 0.0311844 | Time: 1961.79 ms [2021-07-04 16:39:31 main:574] : INFO : Epoch 1938 | loss: 0.0310551 | val_loss: 0.0311691 | Time: 1886.07 ms [2021-07-04 16:39:33 main:574] : INFO : Epoch 1939 | loss: 0.0310721 | val_loss: 0.0311855 | Time: 1905.97 ms [2021-07-04 16:39:35 main:574] : INFO : Epoch 1940 | loss: 0.0310699 | val_loss: 0.0311871 | Time: 1899.81 ms [2021-07-04 16:39:37 main:574] : INFO : Epoch 1941 | loss: 0.0310617 | val_loss: 0.0311976 | Time: 1944.02 ms [2021-07-04 16:39:39 main:574] : INFO : Epoch 1942 | loss: 0.0310628 | val_loss: 0.0311833 | Time: 1890.73 ms [2021-07-04 16:39:41 main:574] : INFO : Epoch 1943 | loss: 0.0310569 | val_loss: 0.0311939 | Time: 1898.03 ms [2021-07-04 16:39:43 main:574] : INFO : Epoch 1944 | loss: 0.0310602 | val_loss: 0.0311742 | Time: 1919.73 ms [2021-07-04 16:39:44 main:574] : INFO : Epoch 1945 | loss: 0.0310615 | val_loss: 0.0311828 | Time: 1919.78 ms [2021-07-04 16:39:46 main:574] : INFO : Epoch 1946 | loss: 0.0310648 | val_loss: 0.031178 | Time: 1944.17 ms [2021-07-04 16:39:48 main:574] : INFO : Epoch 1947 | loss: 0.0310619 | val_loss: 0.0311842 | Time: 1883.46 ms [2021-07-04 16:39:50 main:574] : INFO : Epoch 1948 | loss: 0.0310567 | val_loss: 0.0311766 | Time: 1910.86 ms [2021-07-04 16:39:52 main:574] : INFO : Epoch 1949 | loss: 0.031058 | val_loss: 0.031173 | Time: 1875.46 ms [2021-07-04 16:39:54 main:574] : INFO : Epoch 1950 | loss: 0.0310581 | val_loss: 0.0312097 | Time: 1917.34 ms [2021-07-04 16:39:56 main:574] : INFO : Epoch 1951 | loss: 0.0310496 | val_loss: 0.0311908 | Time: 1908.49 ms [2021-07-04 16:39:58 main:574] : INFO : Epoch 1952 | loss: 0.0310572 | val_loss: 0.0311873 | Time: 1946.52 ms [2021-07-04 16:40:00 main:574] : INFO : Epoch 1953 | loss: 0.0310686 | val_loss: 0.0311981 | Time: 1929.27 ms [2021-07-04 16:40:02 main:574] : INFO : Epoch 1954 | loss: 0.0310595 | val_loss: 0.0311961 | Time: 1904.55 ms [2021-07-04 16:40:04 main:574] : INFO : Epoch 1955 | loss: 0.0310555 | val_loss: 0.0311871 | Time: 1874.29 ms [2021-07-04 16:40:06 main:574] : INFO : Epoch 1956 | loss: 0.0310506 | val_loss: 0.031189 | Time: 1883.96 ms [2021-07-04 16:40:07 main:574] : INFO : Epoch 1957 | loss: 0.0310502 | val_loss: 0.0311891 | Time: 1901.04 ms [2021-07-04 16:40:09 main:574] : INFO : Epoch 1958 | loss: 0.0310525 | val_loss: 0.0311794 | Time: 1886.13 ms [2021-07-04 16:40:11 main:574] : INFO : Epoch 1959 | loss: 0.0310544 | val_loss: 0.0311863 | Time: 1871.41 ms [2021-07-04 16:40:13 main:574] : INFO : Epoch 1960 | loss: 0.0310545 | val_loss: 0.0311876 | Time: 1880.2 ms [2021-07-04 16:40:15 main:574] : INFO : Epoch 1961 | loss: 0.0310655 | val_loss: 0.0311745 | Time: 1948.32 ms [2021-07-04 16:40:17 main:574] : INFO : Epoch 1962 | loss: 0.0311084 | val_loss: 0.0311557 | Time: 1924.34 ms [2021-07-04 16:40:19 main:574] : INFO : Epoch 1963 | loss: 0.0311043 | val_loss: 0.0311585 | Time: 1929.34 ms [2021-07-04 16:40:21 main:574] : INFO : Epoch 1964 | loss: 0.0310975 | val_loss: 0.0311608 | Time: 1883.12 ms [2021-07-04 16:40:23 main:574] : INFO : Epoch 1965 | loss: 0.0310942 | val_loss: 0.0311615 | Time: 1895.56 ms [2021-07-04 16:40:25 main:574] : INFO : Epoch 1966 | loss: 0.0310878 | val_loss: 0.0311676 | Time: 1912.35 ms [2021-07-04 16:40:27 main:574] : INFO : Epoch 1967 | loss: 0.0310839 | val_loss: 0.0311664 | Time: 1934.8 ms [2021-07-04 16:40:28 main:574] : INFO : Epoch 1968 | loss: 0.0310875 | val_loss: 0.0311678 | Time: 1903.44 ms [2021-07-04 16:40:30 main:574] : INFO : Epoch 1969 | loss: 0.0310881 | val_loss: 0.0311608 | Time: 1870.79 ms [2021-07-04 16:40:32 main:574] : INFO : Epoch 1970 | loss: 0.0310847 | val_loss: 0.0311729 | Time: 1829.29 ms [2021-07-04 16:40:34 main:574] : INFO : Epoch 1971 | loss: 0.0310805 | val_loss: 0.0311639 | Time: 1896.54 ms [2021-07-04 16:40:36 main:574] : INFO : Epoch 1972 | loss: 0.0310795 | val_loss: 0.0311768 | Time: 1890.96 ms [2021-07-04 16:40:38 main:574] : INFO : Epoch 1973 | loss: 0.0310734 | val_loss: 0.0311608 | Time: 1894.31 ms [2021-07-04 16:40:40 main:574] : INFO : Epoch 1974 | loss: 0.03107 | val_loss: 0.0311802 | Time: 1866.56 ms [2021-07-04 16:40:42 main:574] : INFO : Epoch 1975 | loss: 0.0310709 | val_loss: 0.0311782 | Time: 1874.95 ms [2021-07-04 16:40:44 main:574] : INFO : Epoch 1976 | loss: 0.0310716 | val_loss: 0.0311755 | Time: 1918.35 ms [2021-07-04 16:40:45 main:574] : INFO : Epoch 1977 | loss: 0.0310665 | val_loss: 0.0311708 | Time: 1889.15 ms [2021-07-04 16:40:47 main:574] : INFO : Epoch 1978 | loss: 0.0310654 | val_loss: 0.0311747 | Time: 1896.07 ms [2021-07-04 16:40:49 main:574] : INFO : Epoch 1979 | loss: 0.0310682 | val_loss: 0.0311826 | Time: 1879.84 ms [2021-07-04 16:40:51 main:574] : INFO : Epoch 1980 | loss: 0.0310746 | val_loss: 0.0311714 | Time: 1917.19 ms [2021-07-04 16:40:53 main:574] : INFO : Epoch 1981 | loss: 0.0310708 | val_loss: 0.0311643 | Time: 1907.55 ms [2021-07-04 16:40:55 main:574] : INFO : Epoch 1982 | loss: 0.0310719 | val_loss: 0.0311607 | Time: 1878.39 ms [2021-07-04 16:40:57 main:574] : INFO : Epoch 1983 | loss: 0.0310653 | val_loss: 0.0311701 | Time: 1911.13 ms [2021-07-04 16:40:59 main:574] : INFO : Epoch 1984 | loss: 0.0310594 | val_loss: 0.0311864 | Time: 1867.29 ms [2021-07-04 16:41:01 main:574] : INFO : Epoch 1985 | loss: 0.0310602 | val_loss: 0.0311758 | Time: 1932.44 ms [2021-07-04 16:41:03 main:574] : INFO : Epoch 1986 | loss: 0.0310599 | val_loss: 0.0311823 | Time: 1946.42 ms [2021-07-04 16:41:05 main:574] : INFO : Epoch 1987 | loss: 0.0310599 | val_loss: 0.0311907 | Time: 1899.42 ms [2021-07-04 16:41:06 main:574] : INFO : Epoch 1988 | loss: 0.031059 | val_loss: 0.0311733 | Time: 1867.26 ms [2021-07-04 16:41:08 main:574] : INFO : Epoch 1989 | loss: 0.0310585 | val_loss: 0.0311819 | Time: 1845.88 ms [2021-07-04 16:41:10 main:574] : INFO : Epoch 1990 | loss: 0.0310522 | val_loss: 0.0311895 | Time: 1823.27 ms [2021-07-04 16:41:12 main:574] : INFO : Epoch 1991 | loss: 0.0310498 | val_loss: 0.0311824 | Time: 1878.28 ms [2021-07-04 16:41:14 main:574] : INFO : Epoch 1992 | loss: 0.0310526 | val_loss: 0.0311889 | Time: 1887.46 ms [2021-07-04 16:41:16 main:574] : INFO : Epoch 1993 | loss: 0.0310595 | val_loss: 0.0311744 | Time: 1856.41 ms [2021-07-04 16:41:18 main:574] : INFO : Epoch 1994 | loss: 0.0310675 | val_loss: 0.0311742 | Time: 1932.9 ms [2021-07-04 16:41:20 main:574] : INFO : Epoch 1995 | loss: 0.0310633 | val_loss: 0.0311685 | Time: 1872.59 ms [2021-07-04 16:41:22 main:574] : INFO : Epoch 1996 | loss: 0.0310564 | val_loss: 0.0311739 | Time: 1878.77 ms [2021-07-04 16:41:23 main:574] : INFO : Epoch 1997 | loss: 0.0310552 | val_loss: 0.0311828 | Time: 1872.5 ms [2021-07-04 16:41:25 main:574] : INFO : Epoch 1998 | loss: 0.031053 | val_loss: 0.0311759 | Time: 1843.07 ms [2021-07-04 16:41:27 main:574] : INFO : Epoch 1999 | loss: 0.0310601 | val_loss: 0.0312174 | Time: 1881.97 ms [2021-07-04 16:41:29 main:574] : INFO : Epoch 2000 | loss: 0.0310503 | val_loss: 0.0311906 | Time: 1903.51 ms [2021-07-04 16:41:31 main:574] : INFO : Epoch 2001 | loss: 0.0310459 | val_loss: 0.0311736 | Time: 1901.03 ms [2021-07-04 16:41:33 main:574] : INFO : Epoch 2002 | loss: 0.0310496 | val_loss: 0.031203 | Time: 1891.83 ms [2021-07-04 16:41:35 main:574] : INFO : Epoch 2003 | loss: 0.0310493 | val_loss: 0.0312006 | Time: 1881.64 ms [2021-07-04 16:41:37 main:574] : INFO : Epoch 2004 | loss: 0.0310479 | val_loss: 0.0311735 | Time: 1865.38 ms [2021-07-04 16:41:39 main:574] : INFO : Epoch 2005 | loss: 0.0310569 | val_loss: 0.0311775 | Time: 1884.35 ms [2021-07-04 16:41:40 main:574] : INFO : Epoch 2006 | loss: 0.0310619 | val_loss: 0.0311642 | Time: 1863.84 ms [2021-07-04 16:41:42 main:574] : INFO : Epoch 2007 | loss: 0.0310559 | val_loss: 0.0311841 | Time: 1867.06 ms [2021-07-04 16:41:44 main:574] : INFO : Epoch 2008 | loss: 0.0310474 | val_loss: 0.0311898 | Time: 1866.01 ms [2021-07-04 16:41:46 main:574] : INFO : Epoch 2009 | loss: 0.0310515 | val_loss: 0.0311746 | Time: 1901.62 ms [2021-07-04 16:41:48 main:574] : INFO : Epoch 2010 | loss: 0.0310565 | val_loss: 0.0311698 | Time: 1919.36 ms [2021-07-04 16:41:50 main:574] : INFO : Epoch 2011 | loss: 0.03106 | val_loss: 0.0311779 | Time: 1876.41 ms [2021-07-04 16:41:52 main:574] : INFO : Epoch 2012 | loss: 0.0310549 | val_loss: 0.0311914 | Time: 1891.17 ms [2021-07-04 16:41:54 main:574] : INFO : Epoch 2013 | loss: 0.0310567 | val_loss: 0.0311861 | Time: 1868.75 ms [2021-07-04 16:41:56 main:574] : INFO : Epoch 2014 | loss: 0.0310533 | val_loss: 0.0311767 | Time: 1896.12 ms [2021-07-04 16:41:57 main:574] : INFO : Epoch 2015 | loss: 0.031049 | val_loss: 0.0311841 | Time: 1909.41 ms [2021-07-04 16:41:59 main:574] : INFO : Epoch 2016 | loss: 0.0310473 | val_loss: 0.0312014 | Time: 1943.63 ms [2021-07-04 16:42:01 main:574] : INFO : Epoch 2017 | loss: 0.0310499 | val_loss: 0.0311849 | Time: 1878.5 ms [2021-07-04 16:42:03 main:574] : INFO : Epoch 2018 | loss: 0.0310492 | val_loss: 0.0311854 | Time: 1753.39 ms [2021-07-04 16:42:05 main:574] : INFO : Epoch 2019 | loss: 0.0310444 | val_loss: 0.0311977 | Time: 1876.09 ms [2021-07-04 16:42:07 main:574] : INFO : Epoch 2020 | loss: 0.0310474 | val_loss: 0.0311806 | Time: 1874.4 ms [2021-07-04 16:42:09 main:574] : INFO : Epoch 2021 | loss: 0.031047 | val_loss: 0.0311942 | Time: 1861.44 ms [2021-07-04 16:42:11 main:574] : INFO : Epoch 2022 | loss: 0.0310456 | val_loss: 0.0311908 | Time: 1894.25 ms [2021-07-04 16:42:12 main:574] : INFO : Epoch 2023 | loss: 0.0310487 | val_loss: 0.0311868 | Time: 1886.95 ms [2021-07-04 16:42:14 main:574] : INFO : Epoch 2024 | loss: 0.0310548 | val_loss: 0.0311778 | Time: 1881.89 ms [2021-07-04 16:42:16 main:574] : INFO : Epoch 2025 | loss: 0.0310508 | val_loss: 0.0311896 | Time: 1874.36 ms [2021-07-04 16:42:18 main:574] : INFO : Epoch 2026 | loss: 0.0310498 | val_loss: 0.031212 | Time: 1884.67 ms [2021-07-04 16:42:20 main:574] : INFO : Epoch 2027 | loss: 0.0310525 | val_loss: 0.0311944 | Time: 1876.24 ms [2021-07-04 16:42:22 main:574] : INFO : Epoch 2028 | loss: 0.0310494 | val_loss: 0.0311885 | Time: 1879.92 ms [2021-07-04 16:42:24 main:574] : INFO : Epoch 2029 | loss: 0.0310535 | val_loss: 0.0311864 | Time: 1880.87 ms [2021-07-04 16:42:26 main:574] : INFO : Epoch 2030 | loss: 0.0310551 | val_loss: 0.0311951 | Time: 1916.79 ms [2021-07-04 16:42:28 main:574] : INFO : Epoch 2031 | loss: 0.0310605 | val_loss: 0.0311802 | Time: 1872.83 ms [2021-07-04 16:42:30 main:574] : INFO : Epoch 2032 | loss: 0.0310542 | val_loss: 0.0311984 | Time: 1881.59 ms [2021-07-04 16:42:31 main:574] : INFO : Epoch 2033 | loss: 0.0310547 | val_loss: 0.0311974 | Time: 1841.48 ms [2021-07-04 16:42:33 main:574] : INFO : Epoch 2034 | loss: 0.0310503 | val_loss: 0.0311978 | Time: 1831.04 ms [2021-07-04 16:42:35 main:574] : INFO : Epoch 2035 | loss: 0.0310468 | val_loss: 0.0311909 | Time: 1928.1 ms [2021-07-04 16:42:37 main:574] : INFO : Epoch 2036 | loss: 0.031047 | val_loss: 0.0311895 | Time: 1867.39 ms [2021-07-04 16:42:39 main:574] : INFO : Epoch 2037 | loss: 0.0310482 | val_loss: 0.0311883 | Time: 1859.67 ms [2021-07-04 16:42:41 main:574] : INFO : Epoch 2038 | loss: 0.0310509 | val_loss: 0.0311896 | Time: 1848.44 ms [2021-07-04 16:42:43 main:574] : INFO : Epoch 2039 | loss: 0.031046 | val_loss: 0.0311825 | Time: 1882.7 ms [2021-07-04 16:42:45 main:574] : INFO : Epoch 2040 | loss: 0.0310428 | val_loss: 0.0311981 | Time: 1895.28 ms [2021-07-04 16:42:46 main:574] : INFO : Epoch 2041 | loss: 0.0310415 | val_loss: 0.0312011 | Time: 1874.17 ms [2021-07-04 16:42:48 main:574] : INFO : Epoch 2042 | loss: 0.0310359 | val_loss: 0.0312003 | Time: 1876.49 ms [2021-07-04 16:42:50 main:574] : INFO : Epoch 2043 | loss: 0.0310314 | val_loss: 0.0312015 | Time: 1854.5 ms [2021-07-04 16:42:52 main:574] : INFO : Epoch 2044 | loss: 0.0310331 | val_loss: 0.0312119 | Time: 1886.76 ms [2021-07-04 16:42:54 main:574] : INFO : Epoch 2045 | loss: 0.0310381 | val_loss: 0.031198 | Time: 1868.98 ms [2021-07-04 16:42:56 main:574] : INFO : Epoch 2046 | loss: 0.0310357 | val_loss: 0.0311943 | Time: 1913.5 ms [2021-07-04 16:42:58 main:574] : INFO : Epoch 2047 | loss: 0.0310449 | val_loss: 0.0311804 | Time: 1873.42 ms [2021-07-04 16:43:00 main:574] : INFO : Epoch 2048 | loss: 0.0310497 | val_loss: 0.0311908 | Time: 1900.62 ms [2021-07-04 16:43:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311908 [2021-07-04 16:43:00 main:603] : INFO : Saving end state to config to file [2021-07-04 16:43:00 main:608] : INFO : Success, exiting.. 16:43:00 (5920): 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)