Task 4189863
| Name | ParityModified-1611721098-5127-5_0 |
| Workunit | 2286651 |
| Created | 27 Feb 2021, 1:11:11 UTC |
| Sent | 9 Mar 2021, 15:59:07 UTC |
| Report deadline | 16 Mar 2021, 15:59:07 UTC |
| Received | 9 Mar 2021, 18:58:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 59 min 48 sec |
| CPU time | 59 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 18:46:50 main:574] : INFO : Epoch 1542 | loss: 0.0311708 | val_loss: 0.0311817 | Time: 1835.56 ms [2021-03-09 18:46:52 main:574] : INFO : Epoch 1543 | loss: 0.0311713 | val_loss: 0.0311839 | Time: 1782.03 ms [2021-03-09 18:46:54 main:574] : INFO : Epoch 1544 | loss: 0.0311717 | val_loss: 0.0311829 | Time: 1865.3 ms [2021-03-09 18:46:56 main:574] : INFO : Epoch 1545 | loss: 0.0311718 | val_loss: 0.0311825 | Time: 1933.08 ms [2021-03-09 18:46:57 main:574] : INFO : Epoch 1546 | loss: 0.0311706 | val_loss: 0.0311823 | Time: 1545.56 ms [2021-03-09 18:46:59 main:574] : INFO : Epoch 1547 | loss: 0.0311728 | val_loss: 0.031183 | Time: 1694.68 ms [2021-03-09 18:47:01 main:574] : INFO : Epoch 1548 | loss: 0.031172 | val_loss: 0.0311829 | Time: 1838.94 ms [2021-03-09 18:47:03 main:574] : INFO : Epoch 1549 | loss: 0.0311707 | val_loss: 0.0311807 | Time: 1888.75 ms [2021-03-09 18:47:05 main:574] : INFO : Epoch 1550 | loss: 0.0311706 | val_loss: 0.0311852 | Time: 1904.42 ms [2021-03-09 18:47:07 main:574] : INFO : Epoch 1551 | loss: 0.0311706 | val_loss: 0.0311811 | Time: 1857.11 ms [2021-03-09 18:47:08 main:574] : INFO : Epoch 1552 | loss: 0.031172 | val_loss: 0.0311819 | Time: 1456.07 ms [2021-03-09 18:47:10 main:574] : INFO : Epoch 1553 | loss: 0.0311738 | val_loss: 0.0311839 | Time: 1791.59 ms [2021-03-09 18:47:12 main:574] : INFO : Epoch 1554 | loss: 0.0311723 | val_loss: 0.0311823 | Time: 1770.62 ms [2021-03-09 18:47:14 main:574] : INFO : Epoch 1555 | loss: 0.0311712 | val_loss: 0.0311846 | Time: 1856.57 ms [2021-03-09 18:47:15 main:574] : INFO : Epoch 1556 | loss: 0.0311707 | val_loss: 0.0311842 | Time: 1803.53 ms [2021-03-09 18:47:17 main:574] : INFO : Epoch 1557 | loss: 0.031171 | val_loss: 0.0311836 | Time: 1699.58 ms [2021-03-09 18:47:19 main:574] : INFO : Epoch 1558 | loss: 0.0311708 | val_loss: 0.0311817 | Time: 1633.99 ms [2021-03-09 18:47:21 main:574] : INFO : Epoch 1559 | loss: 0.0311726 | val_loss: 0.0311849 | Time: 1809.12 ms [2021-03-09 18:47:22 main:574] : INFO : Epoch 1560 | loss: 0.0311759 | val_loss: 0.0311876 | Time: 1888.41 ms [2021-03-09 18:47:24 main:574] : INFO : Epoch 1561 | loss: 0.0311759 | val_loss: 0.0311842 | Time: 1764.75 ms [2021-03-09 18:47:26 main:574] : INFO : Epoch 1562 | loss: 0.0311745 | val_loss: 0.0311839 | Time: 1773.02 ms [2021-03-09 18:47:28 main:574] : INFO : Epoch 1563 | loss: 0.031174 | val_loss: 0.0311833 | Time: 1534.53 ms [2021-03-09 18:47:29 main:574] : INFO : Epoch 1564 | loss: 0.0311724 | val_loss: 0.0311838 | Time: 1674 ms [2021-03-09 18:47:31 main:574] : INFO : Epoch 1565 | loss: 0.0311719 | val_loss: 0.0311811 | Time: 1788.46 ms [2021-03-09 18:47:33 main:574] : INFO : Epoch 1566 | loss: 0.0311707 | val_loss: 0.0311808 | Time: 1814.62 ms [2021-03-09 18:47:35 main:574] : INFO : Epoch 1567 | loss: 0.0311721 | val_loss: 0.031182 | Time: 1898.86 ms [2021-03-09 18:47:37 main:574] : INFO : Epoch 1568 | loss: 0.0311717 | val_loss: 0.0311835 | Time: 1901.29 ms [2021-03-09 18:47:38 main:574] : INFO : Epoch 1569 | loss: 0.0311809 | val_loss: 0.0311861 | Time: 1465.28 ms [2021-03-09 18:47:40 main:574] : INFO : Epoch 1570 | loss: 0.031182 | val_loss: 0.0311842 | Time: 1803.58 ms [2021-03-09 18:47:42 main:574] : INFO : Epoch 1571 | loss: 0.0311832 | val_loss: 0.0311864 | Time: 1810.75 ms [2021-03-09 18:47:44 main:574] : INFO : Epoch 1572 | loss: 0.0311879 | val_loss: 0.0311843 | Time: 1841.48 ms [2021-03-09 18:47:46 main:574] : INFO : Epoch 1573 | loss: 0.0313548 | val_loss: 0.0338657 | Time: 1856.04 ms [2021-03-09 18:47:47 main:574] : INFO : Epoch 1574 | loss: 0.0396918 | val_loss: 0.0342351 | Time: 1623.35 ms [2021-03-09 18:47:49 main:574] : INFO : Epoch 1575 | loss: 0.0329498 | val_loss: 0.0314721 | Time: 1608.45 ms [2021-03-09 18:47:51 main:574] : INFO : Epoch 1576 | loss: 0.0314077 | val_loss: 0.0312975 | Time: 1862.11 ms [2021-03-09 18:47:52 main:574] : INFO : Epoch 1577 | loss: 0.0312682 | val_loss: 0.0312283 | Time: 1807.26 ms [2021-03-09 18:47:54 main:574] : INFO : Epoch 1578 | loss: 0.0312255 | val_loss: 0.0312104 | Time: 1842.64 ms [2021-03-09 18:47:56 main:574] : INFO : Epoch 1579 | loss: 0.031209 | val_loss: 0.0311997 | Time: 1865.01 ms [2021-03-09 18:47:58 main:574] : INFO : Epoch 1580 | loss: 0.0312018 | val_loss: 0.0311961 | Time: 1461.46 ms [2021-03-09 18:47:59 main:574] : INFO : Epoch 1581 | loss: 0.031199 | val_loss: 0.0311944 | Time: 1754.48 ms [2021-03-09 18:48:01 main:574] : INFO : Epoch 1582 | loss: 0.0311975 | val_loss: 0.0311939 | Time: 1851.09 ms [2021-03-09 18:48:03 main:574] : INFO : Epoch 1583 | loss: 0.0311969 | val_loss: 0.0311933 | Time: 1825.95 ms [2021-03-09 18:48:05 main:574] : INFO : Epoch 1584 | loss: 0.0311958 | val_loss: 0.0311918 | Time: 1866.8 ms [2021-03-09 18:48:07 main:574] : INFO : Epoch 1585 | loss: 0.0311952 | val_loss: 0.0311918 | Time: 1813.15 ms [2021-03-09 18:48:08 main:574] : INFO : Epoch 1586 | loss: 0.0311934 | val_loss: 0.0311908 | Time: 1470.73 ms [2021-03-09 18:48:10 main:574] : INFO : Epoch 1587 | loss: 0.0311907 | val_loss: 0.0311892 | Time: 1835 ms [2021-03-09 18:48:12 main:574] : INFO : Epoch 1588 | loss: 0.0311873 | val_loss: 0.0311868 | Time: 1864.89 ms [2021-03-09 18:48:14 main:574] : INFO : Epoch 1589 | loss: 0.0311839 | val_loss: 0.0311856 | Time: 1860.29 ms [2021-03-09 18:48:16 main:574] : INFO : Epoch 1590 | loss: 0.0311822 | val_loss: 0.0311831 | Time: 1852.22 ms [2021-03-09 18:48:17 main:574] : INFO : Epoch 1591 | loss: 0.0311809 | val_loss: 0.031182 | Time: 1629.13 ms [2021-03-09 18:48:19 main:574] : INFO : Epoch 1592 | loss: 0.0311796 | val_loss: 0.0311823 | Time: 1589.66 ms [2021-03-09 18:48:21 main:574] : INFO : Epoch 1593 | loss: 0.0311782 | val_loss: 0.0311825 | Time: 1874.61 ms [2021-03-09 18:48:23 main:574] : INFO : Epoch 1594 | loss: 0.0311781 | val_loss: 0.0311849 | Time: 1778.88 ms [2021-03-09 18:48:24 main:574] : INFO : Epoch 1595 | loss: 0.031179 | val_loss: 0.0311865 | Time: 1816.27 ms [2021-03-09 18:48:26 main:574] : INFO : Epoch 1596 | loss: 0.0311799 | val_loss: 0.0311846 | Time: 1890.71 ms [2021-03-09 18:48:28 main:574] : INFO : Epoch 1597 | loss: 0.031178 | val_loss: 0.0311845 | Time: 1453.71 ms [2021-03-09 18:48:30 main:574] : INFO : Epoch 1598 | loss: 0.0311774 | val_loss: 0.031183 | Time: 1726.06 ms [2021-03-09 18:48:31 main:574] : INFO : Epoch 1599 | loss: 0.0311767 | val_loss: 0.031183 | Time: 1804.04 ms [2021-03-09 18:48:33 main:574] : INFO : Epoch 1600 | loss: 0.0311768 | val_loss: 0.0311841 | Time: 1788.31 ms [2021-03-09 18:48:35 main:574] : INFO : Epoch 1601 | loss: 0.0311766 | val_loss: 0.0311835 | Time: 1881.2 ms [2021-03-09 18:48:37 main:574] : INFO : Epoch 1602 | loss: 0.031177 | val_loss: 0.0311834 | Time: 1747.44 ms [2021-03-09 18:48:38 main:574] : INFO : Epoch 1603 | loss: 0.0311765 | val_loss: 0.0311832 | Time: 1415.95 ms [2021-03-09 18:48:40 main:574] : INFO : Epoch 1604 | loss: 0.0311769 | val_loss: 0.0311841 | Time: 1738.12 ms [2021-03-09 18:48:42 main:574] : INFO : Epoch 1605 | loss: 0.0311767 | val_loss: 0.0311835 | Time: 1823.58 ms [2021-03-09 18:48:44 main:574] : INFO : Epoch 1606 | loss: 0.031176 | val_loss: 0.0311833 | Time: 1819.37 ms [2021-03-09 18:48:45 main:574] : INFO : Epoch 1607 | loss: 0.0311769 | val_loss: 0.031183 | Time: 1755.12 ms [2021-03-09 18:48:47 main:574] : INFO : Epoch 1608 | loss: 0.0311772 | val_loss: 0.0311825 | Time: 1696.05 ms [2021-03-09 18:48:49 main:574] : INFO : Epoch 1609 | loss: 0.0311787 | val_loss: 0.0311828 | Time: 1531.11 ms [2021-03-09 18:48:50 main:574] : INFO : Epoch 1610 | loss: 0.0311779 | val_loss: 0.0311827 | Time: 1783.93 ms [2021-03-09 18:48:52 main:574] : INFO : Epoch 1611 | loss: 0.0311773 | val_loss: 0.0311823 | Time: 1762.26 ms [2021-03-09 18:48:54 main:574] : INFO : Epoch 1612 | loss: 0.0311766 | val_loss: 0.0311832 | Time: 1756.99 ms [2021-03-09 18:48:56 main:574] : INFO : Epoch 1613 | loss: 0.0311759 | val_loss: 0.0311834 | Time: 1736.48 ms [2021-03-09 18:48:57 main:574] : INFO : Epoch 1614 | loss: 0.0311762 | val_loss: 0.0311824 | Time: 1630.33 ms [2021-03-09 18:48:59 main:574] : INFO : Epoch 1615 | loss: 0.0311758 | val_loss: 0.0311836 | Time: 1607.16 ms [2021-03-09 18:49:01 main:574] : INFO : Epoch 1616 | loss: 0.031176 | val_loss: 0.031184 | Time: 1798.91 ms [2021-03-09 18:49:03 main:574] : INFO : Epoch 1617 | loss: 0.0311756 | val_loss: 0.031183 | Time: 1829.66 ms [2021-03-09 18:49:04 main:574] : INFO : Epoch 1618 | loss: 0.0311768 | val_loss: 0.0311822 | Time: 1788.65 ms [2021-03-09 18:49:06 main:574] : INFO : Epoch 1619 | loss: 0.0311753 | val_loss: 0.0311818 | Time: 1862.59 ms [2021-03-09 18:49:08 main:574] : INFO : Epoch 1620 | loss: 0.0311752 | val_loss: 0.0311815 | Time: 1456.96 ms [2021-03-09 18:49:10 main:574] : INFO : Epoch 1621 | loss: 0.0311742 | val_loss: 0.0311805 | Time: 1736.22 ms [2021-03-09 18:49:11 main:574] : INFO : Epoch 1622 | loss: 0.0311736 | val_loss: 0.0311799 | Time: 1746.14 ms [2021-03-09 18:49:13 main:574] : INFO : Epoch 1623 | loss: 0.0311736 | val_loss: 0.03118 | Time: 1781.88 ms [2021-03-09 18:49:15 main:574] : INFO : Epoch 1624 | loss: 0.0311732 | val_loss: 0.0311801 | Time: 1847.86 ms [2021-03-09 18:49:17 main:574] : INFO : Epoch 1625 | loss: 0.0311747 | val_loss: 0.0311804 | Time: 1842.77 ms [2021-03-09 18:49:18 main:574] : INFO : Epoch 1626 | loss: 0.0311764 | val_loss: 0.0311839 | Time: 1417.02 ms [2021-03-09 18:49:20 main:574] : INFO : Epoch 1627 | loss: 0.031176 | val_loss: 0.031184 | Time: 1836.89 ms [2021-03-09 18:49:22 main:574] : INFO : Epoch 1628 | loss: 0.0311742 | val_loss: 0.0311815 | Time: 1789.73 ms [2021-03-09 18:49:24 main:574] : INFO : Epoch 1629 | loss: 0.0311732 | val_loss: 0.0311813 | Time: 1822.48 ms [2021-03-09 18:49:26 main:574] : INFO : Epoch 1630 | loss: 0.0311727 | val_loss: 0.031181 | Time: 1870.13 ms [2021-03-09 18:49:27 main:574] : INFO : Epoch 1631 | loss: 0.0311731 | val_loss: 0.0311821 | Time: 1671.74 ms [2021-03-09 18:49:29 main:574] : INFO : Epoch 1632 | loss: 0.031173 | val_loss: 0.0311811 | Time: 1522.7 ms [2021-03-09 18:49:31 main:574] : INFO : Epoch 1633 | loss: 0.0311728 | val_loss: 0.031181 | Time: 1826.91 ms [2021-03-09 18:49:32 main:574] : INFO : Epoch 1634 | loss: 0.0311726 | val_loss: 0.0311799 | Time: 1794.42 ms [2021-03-09 18:49:34 main:574] : INFO : Epoch 1635 | loss: 0.0311732 | val_loss: 0.03118 | Time: 1797.55 ms [2021-03-09 18:49:36 main:574] : INFO : Epoch 1636 | loss: 0.0311729 | val_loss: 0.0311799 | Time: 1777.19 ms [2021-03-09 18:49:38 main:574] : INFO : Epoch 1637 | loss: 0.0311726 | val_loss: 0.0311801 | Time: 1531.02 ms [2021-03-09 18:49:39 main:574] : INFO : Epoch 1638 | loss: 0.0311723 | val_loss: 0.0311815 | Time: 1648.11 ms [2021-03-09 18:49:41 main:574] : INFO : Epoch 1639 | loss: 0.0311723 | val_loss: 0.0311789 | Time: 1772.99 ms [2021-03-09 18:49:43 main:574] : INFO : Epoch 1640 | loss: 0.0311725 | val_loss: 0.0311798 | Time: 1846.15 ms [2021-03-09 18:49:45 main:574] : INFO : Epoch 1641 | loss: 0.0311723 | val_loss: 0.0311817 | Time: 1758.06 ms [2021-03-09 18:49:47 main:574] : INFO : Epoch 1642 | loss: 0.0311733 | val_loss: 0.0311825 | Time: 1818.82 ms [2021-03-09 18:49:48 main:574] : INFO : Epoch 1643 | loss: 0.031174 | val_loss: 0.0311794 | Time: 1454.59 ms [2021-03-09 18:49:50 main:574] : INFO : Epoch 1644 | loss: 0.0311726 | val_loss: 0.0311788 | Time: 1735.53 ms [2021-03-09 18:49:52 main:574] : INFO : Epoch 1645 | loss: 0.0311728 | val_loss: 0.0311794 | Time: 1793.25 ms [2021-03-09 18:49:53 main:574] : INFO : Epoch 1646 | loss: 0.0311742 | val_loss: 0.0311795 | Time: 1766.34 ms [2021-03-09 18:49:55 main:574] : INFO : Epoch 1647 | loss: 0.0311736 | val_loss: 0.0311791 | Time: 1779.94 ms [2021-03-09 18:49:57 main:574] : INFO : Epoch 1648 | loss: 0.0311727 | val_loss: 0.0311787 | Time: 1802.17 ms [2021-03-09 18:49:58 main:574] : INFO : Epoch 1649 | loss: 0.0311737 | val_loss: 0.0311817 | Time: 1424.13 ms [2021-03-09 18:50:00 main:574] : INFO : Epoch 1650 | loss: 0.0311728 | val_loss: 0.0311794 | Time: 1827.61 ms [2021-03-09 18:50:02 main:574] : INFO : Epoch 1651 | loss: 0.0311723 | val_loss: 0.0311819 | Time: 1860.4 ms [2021-03-09 18:50:04 main:574] : INFO : Epoch 1652 | loss: 0.0311715 | val_loss: 0.03118 | Time: 1893.76 ms [2021-03-09 18:50:06 main:574] : INFO : Epoch 1653 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 1804.85 ms [2021-03-09 18:50:07 main:574] : INFO : Epoch 1654 | loss: 0.0311714 | val_loss: 0.0311797 | Time: 1644.31 ms [2021-03-09 18:50:09 main:574] : INFO : Epoch 1655 | loss: 0.0311712 | val_loss: 0.03118 | Time: 1632.17 ms [2021-03-09 18:50:11 main:574] : INFO : Epoch 1656 | loss: 0.0311715 | val_loss: 0.0311796 | Time: 1806.24 ms [2021-03-09 18:50:13 main:574] : INFO : Epoch 1657 | loss: 0.0311715 | val_loss: 0.0311797 | Time: 1783.24 ms [2021-03-09 18:50:15 main:574] : INFO : Epoch 1658 | loss: 0.0311708 | val_loss: 0.0311788 | Time: 1826.6 ms [2021-03-09 18:50:16 main:574] : INFO : Epoch 1659 | loss: 0.0311707 | val_loss: 0.031178 | Time: 1760.08 ms [2021-03-09 18:50:18 main:574] : INFO : Epoch 1660 | loss: 0.0311703 | val_loss: 0.0311782 | Time: 1512.6 ms [2021-03-09 18:50:19 main:574] : INFO : Epoch 1661 | loss: 0.0311715 | val_loss: 0.0311804 | Time: 1673.56 ms [2021-03-09 18:50:21 main:574] : INFO : Epoch 1662 | loss: 0.0311718 | val_loss: 0.0311811 | Time: 1831.07 ms [2021-03-09 18:50:23 main:574] : INFO : Epoch 1663 | loss: 0.0311712 | val_loss: 0.0311798 | Time: 1838.55 ms [2021-03-09 18:50:25 main:574] : INFO : Epoch 1664 | loss: 0.0311702 | val_loss: 0.0311813 | Time: 1837.48 ms [2021-03-09 18:50:27 main:574] : INFO : Epoch 1665 | loss: 0.03117 | val_loss: 0.0311797 | Time: 1868.49 ms [2021-03-09 18:50:28 main:574] : INFO : Epoch 1666 | loss: 0.0311704 | val_loss: 0.0311799 | Time: 1425.34 ms [2021-03-09 18:50:30 main:574] : INFO : Epoch 1667 | loss: 0.0311708 | val_loss: 0.031179 | Time: 1771.61 ms [2021-03-09 18:50:32 main:574] : INFO : Epoch 1668 | loss: 0.0311706 | val_loss: 0.03118 | Time: 1751.75 ms [2021-03-09 18:50:34 main:574] : INFO : Epoch 1669 | loss: 0.0311711 | val_loss: 0.0311796 | Time: 1828.15 ms [2021-03-09 18:50:36 main:574] : INFO : Epoch 1670 | loss: 0.0311713 | val_loss: 0.0311801 | Time: 1841.92 ms [2021-03-09 18:50:37 main:574] : INFO : Epoch 1671 | loss: 0.0311715 | val_loss: 0.0311786 | Time: 1648.01 ms [2021-03-09 18:50:39 main:574] : INFO : Epoch 1672 | loss: 0.0311708 | val_loss: 0.031182 | Time: 1495.06 ms [2021-03-09 18:50:41 main:574] : INFO : Epoch 1673 | loss: 0.0311696 | val_loss: 0.0311802 | Time: 1785.95 ms [2021-03-09 18:50:42 main:574] : INFO : Epoch 1674 | loss: 0.0311705 | val_loss: 0.0311794 | Time: 1773.54 ms [2021-03-09 18:50:44 main:574] : INFO : Epoch 1675 | loss: 0.0311703 | val_loss: 0.0311796 | Time: 1790.87 ms [2021-03-09 18:50:46 main:574] : INFO : Epoch 1676 | loss: 0.0311688 | val_loss: 0.0311798 | Time: 1831.15 ms [2021-03-09 18:50:48 main:574] : INFO : Epoch 1677 | loss: 0.0311709 | val_loss: 0.0311807 | Time: 1659.9 ms [2021-03-09 18:50:49 main:574] : INFO : Epoch 1678 | loss: 0.0311706 | val_loss: 0.0311781 | Time: 1602.86 ms [2021-03-09 18:50:51 main:574] : INFO : Epoch 1679 | loss: 0.0311691 | val_loss: 0.031178 | Time: 1890.54 ms [2021-03-09 18:50:53 main:574] : INFO : Epoch 1680 | loss: 0.0311688 | val_loss: 0.0311796 | Time: 1870.88 ms [2021-03-09 18:50:55 main:574] : INFO : Epoch 1681 | loss: 0.0311687 | val_loss: 0.0311791 | Time: 1839.41 ms [2021-03-09 18:50:57 main:574] : INFO : Epoch 1682 | loss: 0.0311682 | val_loss: 0.0311798 | Time: 1979.49 ms [2021-03-09 18:50:58 main:574] : INFO : Epoch 1683 | loss: 0.0311685 | val_loss: 0.0311779 | Time: 1463.93 ms [2021-03-09 18:51:00 main:574] : INFO : Epoch 1684 | loss: 0.0311681 | val_loss: 0.0311784 | Time: 1839.2 ms [2021-03-09 18:51:02 main:574] : INFO : Epoch 1685 | loss: 0.0311675 | val_loss: 0.0311784 | Time: 1782.89 ms [2021-03-09 18:51:04 main:574] : INFO : Epoch 1686 | loss: 0.0311676 | val_loss: 0.0311785 | Time: 1829.74 ms [2021-03-09 18:51:06 main:574] : INFO : Epoch 1687 | loss: 0.0311676 | val_loss: 0.0311793 | Time: 1879.69 ms [2021-03-09 18:51:07 main:574] : INFO : Epoch 1688 | loss: 0.0311677 | val_loss: 0.0311784 | Time: 1742.22 ms [2021-03-09 18:51:09 main:574] : INFO : Epoch 1689 | loss: 0.0311674 | val_loss: 0.0311797 | Time: 1549.5 ms [2021-03-09 18:51:11 main:574] : INFO : Epoch 1690 | loss: 0.0311672 | val_loss: 0.0311783 | Time: 1796.45 ms [2021-03-09 18:51:13 main:574] : INFO : Epoch 1691 | loss: 0.031168 | val_loss: 0.0311786 | Time: 1845.54 ms [2021-03-09 18:51:15 main:574] : INFO : Epoch 1692 | loss: 0.0311669 | val_loss: 0.0311782 | Time: 1847.56 ms [2021-03-09 18:51:16 main:574] : INFO : Epoch 1693 | loss: 0.0311684 | val_loss: 0.0311795 | Time: 1809.82 ms [2021-03-09 18:51:18 main:574] : INFO : Epoch 1694 | loss: 0.0311708 | val_loss: 0.0311785 | Time: 1533.65 ms [2021-03-09 18:51:20 main:574] : INFO : Epoch 1695 | loss: 0.0311726 | val_loss: 0.0311796 | Time: 1647.53 ms [2021-03-09 18:51:21 main:574] : INFO : Epoch 1696 | loss: 0.0311726 | val_loss: 0.0311787 | Time: 1807.18 ms [2021-03-09 18:51:23 main:574] : INFO : Epoch 1697 | loss: 0.0311728 | val_loss: 0.0311794 | Time: 1789.21 ms [2021-03-09 18:51:25 main:574] : INFO : Epoch 1698 | loss: 0.0311733 | val_loss: 0.031179 | Time: 1768.41 ms [2021-03-09 18:51:27 main:574] : INFO : Epoch 1699 | loss: 0.0311715 | val_loss: 0.0311788 | Time: 1814.35 ms [2021-03-09 18:51:28 main:574] : INFO : Epoch 1700 | loss: 0.0311712 | val_loss: 0.0311789 | Time: 1503.41 ms [2021-03-09 18:51:30 main:574] : INFO : Epoch 1701 | loss: 0.0311714 | val_loss: 0.0311772 | Time: 1718.7 ms [2021-03-09 18:51:32 main:574] : INFO : Epoch 1702 | loss: 0.0311702 | val_loss: 0.0311784 | Time: 1767.79 ms [2021-03-09 18:51:34 main:574] : INFO : Epoch 1703 | loss: 0.03117 | val_loss: 0.0311815 | Time: 1765.77 ms [2021-03-09 18:51:35 main:574] : INFO : Epoch 1704 | loss: 0.0311698 | val_loss: 0.0311779 | Time: 1778.97 ms [2021-03-09 18:51:37 main:574] : INFO : Epoch 1705 | loss: 0.0311701 | val_loss: 0.0311813 | Time: 1842.17 ms [2021-03-09 18:51:39 main:574] : INFO : Epoch 1706 | loss: 0.0311706 | val_loss: 0.0311789 | Time: 1425.76 ms [2021-03-09 18:51:40 main:574] : INFO : Epoch 1707 | loss: 0.0311697 | val_loss: 0.0311791 | Time: 1814.79 ms [2021-03-09 18:51:42 main:574] : INFO : Epoch 1708 | loss: 0.0311691 | val_loss: 0.0311788 | Time: 1808.88 ms [2021-03-09 18:51:44 main:574] : INFO : Epoch 1709 | loss: 0.0311687 | val_loss: 0.0311783 | Time: 1855.76 ms [2021-03-09 18:51:46 main:574] : INFO : Epoch 1710 | loss: 0.031172 | val_loss: 0.0311823 | Time: 1797.62 ms [2021-03-09 18:51:48 main:574] : INFO : Epoch 1711 | loss: 0.0311734 | val_loss: 0.0311816 | Time: 1641.07 ms [2021-03-09 18:51:49 main:574] : INFO : Epoch 1712 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 1503.56 ms [2021-03-09 18:51:51 main:574] : INFO : Epoch 1713 | loss: 0.0311722 | val_loss: 0.031179 | Time: 1730.53 ms [2021-03-09 18:51:53 main:574] : INFO : Epoch 1714 | loss: 0.0311713 | val_loss: 0.0311806 | Time: 1794.41 ms [2021-03-09 18:51:54 main:574] : INFO : Epoch 1715 | loss: 0.031172 | val_loss: 0.0311818 | Time: 1826.26 ms [2021-03-09 18:51:56 main:574] : INFO : Epoch 1716 | loss: 0.0311715 | val_loss: 0.0311817 | Time: 1833.59 ms [2021-03-09 18:51:58 main:574] : INFO : Epoch 1717 | loss: 0.0311713 | val_loss: 0.03118 | Time: 1594.33 ms [2021-03-09 18:52:00 main:574] : INFO : Epoch 1718 | loss: 0.0311703 | val_loss: 0.0311809 | Time: 1710.85 ms [2021-03-09 18:52:01 main:574] : INFO : Epoch 1719 | loss: 0.0311735 | val_loss: 0.0311796 | Time: 1810.06 ms [2021-03-09 18:52:03 main:574] : INFO : Epoch 1720 | loss: 0.0311726 | val_loss: 0.0311816 | Time: 1821.67 ms [2021-03-09 18:52:05 main:574] : INFO : Epoch 1721 | loss: 0.0311746 | val_loss: 0.0311817 | Time: 1888.57 ms [2021-03-09 18:52:07 main:574] : INFO : Epoch 1722 | loss: 0.0311747 | val_loss: 0.0311808 | Time: 1791.95 ms [2021-03-09 18:52:08 main:574] : INFO : Epoch 1723 | loss: 0.0311743 | val_loss: 0.0311828 | Time: 1438.61 ms [2021-03-09 18:52:10 main:574] : INFO : Epoch 1724 | loss: 0.031173 | val_loss: 0.0311816 | Time: 1787.1 ms [2021-03-09 18:52:12 main:574] : INFO : Epoch 1725 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 1767.16 ms [2021-03-09 18:52:14 main:574] : INFO : Epoch 1726 | loss: 0.0311729 | val_loss: 0.031179 | Time: 1819.49 ms [2021-03-09 18:52:16 main:574] : INFO : Epoch 1727 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 1832.77 ms [2021-03-09 18:52:17 main:574] : INFO : Epoch 1728 | loss: 0.0311721 | val_loss: 0.0311782 | Time: 1722.08 ms [2021-03-09 18:52:19 main:574] : INFO : Epoch 1729 | loss: 0.031171 | val_loss: 0.0311777 | Time: 1514.64 ms [2021-03-09 18:52:21 main:574] : INFO : Epoch 1730 | loss: 0.0311708 | val_loss: 0.0311782 | Time: 1887.93 ms [2021-03-09 18:52:23 main:574] : INFO : Epoch 1731 | loss: 0.0311704 | val_loss: 0.0311782 | Time: 1890.48 ms [2021-03-09 18:52:25 main:574] : INFO : Epoch 1732 | loss: 0.0311711 | val_loss: 0.0311778 | Time: 1744.1 ms [2021-03-09 18:52:27 main:574] : INFO : Epoch 1733 | loss: 0.0311729 | val_loss: 0.0311775 | Time: 1979.82 ms [2021-03-09 18:52:28 main:574] : INFO : Epoch 1734 | loss: 0.0311729 | val_loss: 0.0311794 | Time: 1518.44 ms [2021-03-09 18:52:30 main:574] : INFO : Epoch 1735 | loss: 0.0311753 | val_loss: 0.0311842 | Time: 1693.39 ms [2021-03-09 18:52:32 main:574] : INFO : Epoch 1736 | loss: 0.0311756 | val_loss: 0.031178 | Time: 1870.1 ms [2021-03-09 18:52:34 main:574] : INFO : Epoch 1737 | loss: 0.0311724 | val_loss: 0.0311774 | Time: 1895.29 ms [2021-03-09 18:52:36 main:574] : INFO : Epoch 1738 | loss: 0.0311712 | val_loss: 0.0311778 | Time: 2140.88 ms [2021-03-09 18:52:38 main:574] : INFO : Epoch 1739 | loss: 0.0311722 | val_loss: 0.0311792 | Time: 1836.01 ms [2021-03-09 18:52:39 main:574] : INFO : Epoch 1740 | loss: 0.0311721 | val_loss: 0.0311784 | Time: 1507.33 ms [2021-03-09 18:52:41 main:574] : INFO : Epoch 1741 | loss: 0.0311727 | val_loss: 0.0311821 | Time: 1882.02 ms [2021-03-09 18:52:43 main:574] : INFO : Epoch 1742 | loss: 0.0311737 | val_loss: 0.0311824 | Time: 1867.22 ms [2021-03-09 18:52:45 main:574] : INFO : Epoch 1743 | loss: 0.0311719 | val_loss: 0.0311778 | Time: 1822.27 ms [2021-03-09 18:52:46 main:574] : INFO : Epoch 1744 | loss: 0.0311733 | val_loss: 0.0311788 | Time: 1830.5 ms [2021-03-09 18:52:48 main:574] : INFO : Epoch 1745 | loss: 0.031172 | val_loss: 0.0311797 | Time: 1548.38 ms [2021-03-09 18:52:50 main:574] : INFO : Epoch 1746 | loss: 0.0311713 | val_loss: 0.0311786 | Time: 1728.52 ms [2021-03-09 18:52:52 main:574] : INFO : Epoch 1747 | loss: 0.0311727 | val_loss: 0.031182 | Time: 1916.61 ms [2021-03-09 18:52:54 main:574] : INFO : Epoch 1748 | loss: 0.031174 | val_loss: 0.0311847 | Time: 1963.8 ms [2021-03-09 18:52:56 main:574] : INFO : Epoch 1749 | loss: 0.0311733 | val_loss: 0.0311813 | Time: 1885.74 ms [2021-03-09 18:52:57 main:574] : INFO : Epoch 1750 | loss: 0.0311715 | val_loss: 0.0311812 | Time: 1796.25 ms [2021-03-09 18:52:59 main:574] : INFO : Epoch 1751 | loss: 0.0311703 | val_loss: 0.0311804 | Time: 1462.63 ms [2021-03-09 18:53:01 main:574] : INFO : Epoch 1752 | loss: 0.031171 | val_loss: 0.0311809 | Time: 1838.43 ms [2021-03-09 18:53:03 main:574] : INFO : Epoch 1753 | loss: 0.0311724 | val_loss: 0.031181 | Time: 1837.49 ms [2021-03-09 18:53:04 main:574] : INFO : Epoch 1754 | loss: 0.0311706 | val_loss: 0.0311816 | Time: 1848.01 ms [2021-03-09 18:53:06 main:574] : INFO : Epoch 1755 | loss: 0.0311717 | val_loss: 0.0311847 | Time: 1865.41 ms [2021-03-09 18:53:08 main:574] : INFO : Epoch 1756 | loss: 0.0311713 | val_loss: 0.0311857 | Time: 1626.69 ms [2021-03-09 18:53:10 main:574] : INFO : Epoch 1757 | loss: 0.0311729 | val_loss: 0.0311849 | Time: 1608.78 ms [2021-03-09 18:53:11 main:574] : INFO : Epoch 1758 | loss: 0.0311727 | val_loss: 0.0311859 | Time: 1843.1 ms [2021-03-09 18:53:13 main:574] : INFO : Epoch 1759 | loss: 0.0311727 | val_loss: 0.0311811 | Time: 1926.58 ms [2021-03-09 18:53:15 main:574] : INFO : Epoch 1760 | loss: 0.0311706 | val_loss: 0.0311809 | Time: 1968.64 ms [2021-03-09 18:53:17 main:574] : INFO : Epoch 1761 | loss: 0.0311698 | val_loss: 0.0311802 | Time: 1972.73 ms [2021-03-09 18:53:19 main:574] : INFO : Epoch 1762 | loss: 0.0311699 | val_loss: 0.0311803 | Time: 1754.29 ms [2021-03-09 18:53:21 main:574] : INFO : Epoch 1763 | loss: 0.0311698 | val_loss: 0.0311808 | Time: 1870.02 ms [2021-03-09 18:53:23 main:574] : INFO : Epoch 1764 | loss: 0.031169 | val_loss: 0.0311808 | Time: 1826.94 ms [2021-03-09 18:53:25 main:574] : INFO : Epoch 1765 | loss: 0.0311705 | val_loss: 0.0311851 | Time: 1967.89 ms [2021-03-09 18:53:27 main:574] : INFO : Epoch 1766 | loss: 0.0311711 | val_loss: 0.0311827 | Time: 1859.13 ms [2021-03-09 18:53:28 main:574] : INFO : Epoch 1767 | loss: 0.0311696 | val_loss: 0.0311795 | Time: 1563.38 ms [2021-03-09 18:53:30 main:574] : INFO : Epoch 1768 | loss: 0.0311694 | val_loss: 0.0311812 | Time: 1638.69 ms [2021-03-09 18:53:32 main:574] : INFO : Epoch 1769 | loss: 0.0311688 | val_loss: 0.0311816 | Time: 1917.5 ms [2021-03-09 18:53:34 main:574] : INFO : Epoch 1770 | loss: 0.031169 | val_loss: 0.0311813 | Time: 1864.24 ms [2021-03-09 18:53:36 main:574] : INFO : Epoch 1771 | loss: 0.0311698 | val_loss: 0.0311821 | Time: 1899.75 ms [2021-03-09 18:53:37 main:574] : INFO : Epoch 1772 | loss: 0.0311713 | val_loss: 0.0311803 | Time: 1845.2 ms [2021-03-09 18:53:39 main:574] : INFO : Epoch 1773 | loss: 0.03117 | val_loss: 0.0311824 | Time: 1487.95 ms [2021-03-09 18:53:41 main:574] : INFO : Epoch 1774 | loss: 0.0311693 | val_loss: 0.0311812 | Time: 1874.88 ms [2021-03-09 18:53:43 main:574] : INFO : Epoch 1775 | loss: 0.0311696 | val_loss: 0.0311807 | Time: 2040.88 ms [2021-03-09 18:53:45 main:574] : INFO : Epoch 1776 | loss: 0.03117 | val_loss: 0.03118 | Time: 1991.13 ms [2021-03-09 18:53:47 main:574] : INFO : Epoch 1777 | loss: 0.0311697 | val_loss: 0.0311794 | Time: 1857.89 ms [2021-03-09 18:53:48 main:574] : INFO : Epoch 1778 | loss: 0.0311704 | val_loss: 0.0311801 | Time: 1544.97 ms [2021-03-09 18:53:50 main:574] : INFO : Epoch 1779 | loss: 0.0311707 | val_loss: 0.0311824 | Time: 1828.06 ms [2021-03-09 18:53:52 main:574] : INFO : Epoch 1780 | loss: 0.0311718 | val_loss: 0.0311832 | Time: 1957.97 ms [2021-03-09 18:53:54 main:574] : INFO : Epoch 1781 | loss: 0.0311714 | val_loss: 0.0311833 | Time: 1893.79 ms [2021-03-09 18:53:56 main:574] : INFO : Epoch 1782 | loss: 0.0311716 | val_loss: 0.0311836 | Time: 1902.08 ms [2021-03-09 18:53:58 main:574] : INFO : Epoch 1783 | loss: 0.0311716 | val_loss: 0.0311799 | Time: 1818.48 ms [2021-03-09 18:53:59 main:574] : INFO : Epoch 1784 | loss: 0.0311698 | val_loss: 0.0311799 | Time: 1574.52 ms [2021-03-09 18:54:01 main:574] : INFO : Epoch 1785 | loss: 0.0311693 | val_loss: 0.031181 | Time: 1859.53 ms [2021-03-09 18:54:03 main:574] : INFO : Epoch 1786 | loss: 0.03117 | val_loss: 0.0311806 | Time: 1839.68 ms [2021-03-09 18:54:05 main:574] : INFO : Epoch 1787 | loss: 0.031171 | val_loss: 0.03118 | Time: 1880.83 ms [2021-03-09 18:54:07 main:574] : INFO : Epoch 1788 | loss: 0.0311702 | val_loss: 0.0311787 | Time: 1938.13 ms [2021-03-09 18:54:08 main:574] : INFO : Epoch 1789 | loss: 0.0311705 | val_loss: 0.0311813 | Time: 1512.9 ms [2021-03-09 18:54:10 main:574] : INFO : Epoch 1790 | loss: 0.0311694 | val_loss: 0.0311843 | Time: 1788.71 ms [2021-03-09 18:54:12 main:574] : INFO : Epoch 1791 | loss: 0.0311695 | val_loss: 0.0311797 | Time: 1895.43 ms [2021-03-09 18:54:14 main:574] : INFO : Epoch 1792 | loss: 0.031169 | val_loss: 0.0311783 | Time: 2038.56 ms [2021-03-09 18:54:16 main:574] : INFO : Epoch 1793 | loss: 0.0311684 | val_loss: 0.0311803 | Time: 2066.06 ms [2021-03-09 18:54:18 main:574] : INFO : Epoch 1794 | loss: 0.0311695 | val_loss: 0.0311802 | Time: 1736.9 ms [2021-03-09 18:54:20 main:574] : INFO : Epoch 1795 | loss: 0.0311698 | val_loss: 0.0311779 | Time: 1841.8 ms [2021-03-09 18:54:22 main:574] : INFO : Epoch 1796 | loss: 0.0311717 | val_loss: 0.0311828 | Time: 1975.58 ms [2021-03-09 18:54:24 main:574] : INFO : Epoch 1797 | loss: 0.031171 | val_loss: 0.0311809 | Time: 1956.12 ms [2021-03-09 18:54:26 main:574] : INFO : Epoch 1798 | loss: 0.0311709 | val_loss: 0.0311816 | Time: 1981.29 ms [2021-03-09 18:54:28 main:574] : INFO : Epoch 1799 | loss: 0.0311703 | val_loss: 0.0311822 | Time: 1850.83 ms [2021-03-09 18:54:29 main:574] : INFO : Epoch 1800 | loss: 0.0311699 | val_loss: 0.031184 | Time: 1590.51 ms [2021-03-09 18:54:31 main:574] : INFO : Epoch 1801 | loss: 0.0311697 | val_loss: 0.031183 | Time: 1851.83 ms [2021-03-09 18:54:33 main:574] : INFO : Epoch 1802 | loss: 0.031169 | val_loss: 0.031182 | Time: 1928.83 ms [2021-03-09 18:54:35 main:574] : INFO : Epoch 1803 | loss: 0.0311692 | val_loss: 0.0311801 | Time: 1944.28 ms [2021-03-09 18:54:37 main:574] : INFO : Epoch 1804 | loss: 0.0311716 | val_loss: 0.0311816 | Time: 1919.19 ms [2021-03-09 18:54:39 main:574] : INFO : Epoch 1805 | loss: 0.0311716 | val_loss: 0.0311804 | Time: 1548.81 ms [2021-03-09 18:54:40 main:574] : INFO : Epoch 1806 | loss: 0.0311723 | val_loss: 0.031181 | Time: 1807.87 ms [2021-03-09 18:54:42 main:574] : INFO : Epoch 1807 | loss: 0.0311707 | val_loss: 0.0311803 | Time: 1865.49 ms [2021-03-09 18:54:44 main:574] : INFO : Epoch 1808 | loss: 0.03117 | val_loss: 0.0311856 | Time: 1867.77 ms [2021-03-09 18:54:46 main:574] : INFO : Epoch 1809 | loss: 0.0311693 | val_loss: 0.0311817 | Time: 1872.66 ms [2021-03-09 18:54:48 main:574] : INFO : Epoch 1810 | loss: 0.031169 | val_loss: 0.0311836 | Time: 1778.8 ms [2021-03-09 18:54:49 main:574] : INFO : Epoch 1811 | loss: 0.0311695 | val_loss: 0.0311836 | Time: 1532.72 ms [2021-03-09 18:54:51 main:574] : INFO : Epoch 1812 | loss: 0.03117 | val_loss: 0.0311851 | Time: 1887.82 ms [2021-03-09 18:54:53 main:574] : INFO : Epoch 1813 | loss: 0.0311694 | val_loss: 0.031184 | Time: 1892.32 ms [2021-03-09 18:54:55 main:574] : INFO : Epoch 1814 | loss: 0.0311674 | val_loss: 0.0311834 | Time: 1941.52 ms [2021-03-09 18:54:57 main:574] : INFO : Epoch 1815 | loss: 0.0311691 | val_loss: 0.0311859 | Time: 1894.51 ms [2021-03-09 18:54:59 main:574] : INFO : Epoch 1816 | loss: 0.0311696 | val_loss: 0.0311852 | Time: 1582.95 ms [2021-03-09 18:55:00 main:574] : INFO : Epoch 1817 | loss: 0.031169 | val_loss: 0.0311835 | Time: 1911.22 ms [2021-03-09 18:55:02 main:574] : INFO : Epoch 1818 | loss: 0.0311684 | val_loss: 0.0311812 | Time: 1944.06 ms [2021-03-09 18:55:04 main:574] : INFO : Epoch 1819 | loss: 0.031171 | val_loss: 0.0311856 | Time: 1897.07 ms [2021-03-09 18:55:06 main:574] : INFO : Epoch 1820 | loss: 0.0311761 | val_loss: 0.0311828 | Time: 1858.54 ms [2021-03-09 18:55:08 main:574] : INFO : Epoch 1821 | loss: 0.0311753 | val_loss: 0.0311829 | Time: 1743.15 ms [2021-03-09 18:55:10 main:574] : INFO : Epoch 1822 | loss: 0.031176 | val_loss: 0.0311846 | Time: 1635.47 ms [2021-03-09 18:55:11 main:574] : INFO : Epoch 1823 | loss: 0.0311749 | val_loss: 0.0311868 | Time: 1818.05 ms [2021-03-09 18:55:13 main:574] : INFO : Epoch 1824 | loss: 0.0311752 | val_loss: 0.031184 | Time: 1874.22 ms [2021-03-09 18:55:15 main:574] : INFO : Epoch 1825 | loss: 0.0311748 | val_loss: 0.0311844 | Time: 1855.95 ms [2021-03-09 18:55:17 main:574] : INFO : Epoch 1826 | loss: 0.0311742 | val_loss: 0.0311842 | Time: 1937.6 ms [2021-03-09 18:55:19 main:574] : INFO : Epoch 1827 | loss: 0.0311735 | val_loss: 0.0311832 | Time: 1552.74 ms [2021-03-09 18:55:21 main:574] : INFO : Epoch 1828 | loss: 0.0311722 | val_loss: 0.031185 | Time: 1836.88 ms [2021-03-09 18:55:23 main:574] : INFO : Epoch 1829 | loss: 0.0311722 | val_loss: 0.0311871 | Time: 1923.23 ms [2021-03-09 18:55:24 main:574] : INFO : Epoch 1830 | loss: 0.0311731 | val_loss: 0.0311847 | Time: 1940.3 ms [2021-03-09 18:55:26 main:574] : INFO : Epoch 1831 | loss: 0.0311729 | val_loss: 0.031187 | Time: 1875.65 ms [2021-03-09 18:55:28 main:574] : INFO : Epoch 1832 | loss: 0.0311749 | val_loss: 0.0311852 | Time: 1714.09 ms [2021-03-09 18:55:30 main:574] : INFO : Epoch 1833 | loss: 0.0311735 | val_loss: 0.0311852 | Time: 1606.39 ms [2021-03-09 18:55:32 main:574] : INFO : Epoch 1834 | loss: 0.0311737 | val_loss: 0.0311871 | Time: 1904.68 ms [2021-03-09 18:55:34 main:574] : INFO : Epoch 1835 | loss: 0.0311746 | val_loss: 0.0311862 | Time: 1919.48 ms [2021-03-09 18:55:36 main:574] : INFO : Epoch 1836 | loss: 0.0311722 | val_loss: 0.0311822 | Time: 1968.79 ms [2021-03-09 18:55:37 main:574] : INFO : Epoch 1837 | loss: 0.0311732 | val_loss: 0.0311872 | Time: 1927.06 ms [2021-03-09 18:55:39 main:574] : INFO : Epoch 1838 | loss: 0.0311768 | val_loss: 0.0311853 | Time: 1479.11 ms [2021-03-09 18:55:41 main:574] : INFO : Epoch 1839 | loss: 0.0311771 | val_loss: 0.0311876 | Time: 1908.64 ms [2021-03-09 18:55:43 main:574] : INFO : Epoch 1840 | loss: 0.0311776 | val_loss: 0.0311877 | Time: 1956.6 ms [2021-03-09 18:55:45 main:574] : INFO : Epoch 1841 | loss: 0.0311769 | val_loss: 0.0311851 | Time: 1880.25 ms [2021-03-09 18:55:47 main:574] : INFO : Epoch 1842 | loss: 0.031179 | val_loss: 0.0311878 | Time: 1964.94 ms [2021-03-09 18:55:48 main:574] : INFO : Epoch 1843 | loss: 0.0311765 | val_loss: 0.0311854 | Time: 1614.17 ms [2021-03-09 18:55:50 main:574] : INFO : Epoch 1844 | loss: 0.0311759 | val_loss: 0.0311847 | Time: 1702.57 ms [2021-03-09 18:55:52 main:574] : INFO : Epoch 1845 | loss: 0.0311771 | val_loss: 0.0311869 | Time: 1920.81 ms [2021-03-09 18:55:54 main:574] : INFO : Epoch 1846 | loss: 0.0311788 | val_loss: 0.0311825 | Time: 1798.21 ms [2021-03-09 18:55:56 main:574] : INFO : Epoch 1847 | loss: 0.0311765 | val_loss: 0.0311828 | Time: 1912.13 ms [2021-03-09 18:55:58 main:574] : INFO : Epoch 1848 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 1904.06 ms [2021-03-09 18:55:59 main:574] : INFO : Epoch 1849 | loss: 0.0311759 | val_loss: 0.0311836 | Time: 1502.27 ms [2021-03-09 18:56:01 main:574] : INFO : Epoch 1850 | loss: 0.0311753 | val_loss: 0.031183 | Time: 1937.38 ms [2021-03-09 18:56:03 main:574] : INFO : Epoch 1851 | loss: 0.0311757 | val_loss: 0.0311828 | Time: 1887.19 ms [2021-03-09 18:56:05 main:574] : INFO : Epoch 1852 | loss: 0.0311749 | val_loss: 0.0311837 | Time: 1894.4 ms [2021-03-09 18:56:07 main:574] : INFO : Epoch 1853 | loss: 0.031174 | val_loss: 0.0311832 | Time: 1940.75 ms [2021-03-09 18:56:08 main:574] : INFO : Epoch 1854 | loss: 0.031175 | val_loss: 0.0311828 | Time: 1642.66 ms [2021-03-09 18:56:10 main:574] : INFO : Epoch 1855 | loss: 0.0311751 | val_loss: 0.0311843 | Time: 1759.88 ms [2021-03-09 18:56:12 main:574] : INFO : Epoch 1856 | loss: 0.031173 | val_loss: 0.0311832 | Time: 1842.85 ms [2021-03-09 18:56:14 main:574] : INFO : Epoch 1857 | loss: 0.0311724 | val_loss: 0.0311816 | Time: 1895.03 ms [2021-03-09 18:56:16 main:574] : INFO : Epoch 1858 | loss: 0.0311725 | val_loss: 0.0311865 | Time: 1942.27 ms [2021-03-09 18:56:18 main:574] : INFO : Epoch 1859 | loss: 0.0311824 | val_loss: 0.0311883 | Time: 1843.7 ms [2021-03-09 18:56:19 main:574] : INFO : Epoch 1860 | loss: 0.0311792 | val_loss: 0.0311843 | Time: 1511.03 ms [2021-03-09 18:56:21 main:574] : INFO : Epoch 1861 | loss: 0.0311781 | val_loss: 0.0311843 | Time: 1857.59 ms [2021-03-09 18:56:23 main:574] : INFO : Epoch 1862 | loss: 0.031178 | val_loss: 0.0311839 | Time: 1883.22 ms [2021-03-09 18:56:25 main:574] : INFO : Epoch 1863 | loss: 0.0311779 | val_loss: 0.0311848 | Time: 1908.76 ms [2021-03-09 18:56:27 main:574] : INFO : Epoch 1864 | loss: 0.0311773 | val_loss: 0.0311854 | Time: 1949.58 ms [2021-03-09 18:56:29 main:574] : INFO : Epoch 1865 | loss: 0.0311769 | val_loss: 0.0311834 | Time: 1596.42 ms [2021-03-09 18:56:30 main:574] : INFO : Epoch 1866 | loss: 0.0311777 | val_loss: 0.0311841 | Time: 1795.68 ms [2021-03-09 18:56:32 main:574] : INFO : Epoch 1867 | loss: 0.0311777 | val_loss: 0.0311824 | Time: 1923.51 ms [2021-03-09 18:56:34 main:574] : INFO : Epoch 1868 | loss: 0.0311783 | val_loss: 0.0311831 | Time: 1912.96 ms [2021-03-09 18:56:36 main:574] : INFO : Epoch 1869 | loss: 0.0311807 | val_loss: 0.0311839 | Time: 1900.42 ms [2021-03-09 18:56:38 main:574] : INFO : Epoch 1870 | loss: 0.0311816 | val_loss: 0.0311849 | Time: 1832.74 ms [2021-03-09 18:56:40 main:574] : INFO : Epoch 1871 | loss: 0.03118 | val_loss: 0.0311812 | Time: 1569.76 ms [2021-03-09 18:56:41 main:574] : INFO : Epoch 1872 | loss: 0.0311797 | val_loss: 0.0311811 | Time: 1880.02 ms [2021-03-09 18:56:43 main:574] : INFO : Epoch 1873 | loss: 0.0311784 | val_loss: 0.0311818 | Time: 1839.39 ms [2021-03-09 18:56:45 main:574] : INFO : Epoch 1874 | loss: 0.0311782 | val_loss: 0.0311866 | Time: 1899.49 ms [2021-03-09 18:56:47 main:574] : INFO : Epoch 1875 | loss: 0.0311792 | val_loss: 0.0311848 | Time: 1852.28 ms [2021-03-09 18:56:49 main:574] : INFO : Epoch 1876 | loss: 0.0311786 | val_loss: 0.0311828 | Time: 1589.82 ms [2021-03-09 18:56:50 main:574] : INFO : Epoch 1877 | loss: 0.0311777 | val_loss: 0.0311818 | Time: 1717 ms [2021-03-09 18:56:52 main:574] : INFO : Epoch 1878 | loss: 0.0311783 | val_loss: 0.0311817 | Time: 1817.5 ms [2021-03-09 18:56:54 main:574] : INFO : Epoch 1879 | loss: 0.0311765 | val_loss: 0.0311803 | Time: 1875.27 ms [2021-03-09 18:56:56 main:574] : INFO : Epoch 1880 | loss: 0.0311755 | val_loss: 0.0311786 | Time: 1890.93 ms [2021-03-09 18:56:58 main:574] : INFO : Epoch 1881 | loss: 0.0311759 | val_loss: 0.0311818 | Time: 1892.84 ms [2021-03-09 18:56:59 main:574] : INFO : Epoch 1882 | loss: 0.0311773 | val_loss: 0.0311808 | Time: 1555.77 ms [2021-03-09 18:57:01 main:574] : INFO : Epoch 1883 | loss: 0.0311752 | val_loss: 0.0311803 | Time: 1919.12 ms [2021-03-09 18:57:03 main:574] : INFO : Epoch 1884 | loss: 0.0311754 | val_loss: 0.0311798 | Time: 1892.43 ms [2021-03-09 18:57:05 main:574] : INFO : Epoch 1885 | loss: 0.0311743 | val_loss: 0.0311816 | Time: 1882.4 ms [2021-03-09 18:57:07 main:574] : INFO : Epoch 1886 | loss: 0.0311747 | val_loss: 0.0311865 | Time: 1871.33 ms [2021-03-09 18:57:09 main:574] : INFO : Epoch 1887 | loss: 0.0311762 | val_loss: 0.0311821 | Time: 1602.97 ms [2021-03-09 18:57:11 main:574] : INFO : Epoch 1888 | loss: 0.0311753 | val_loss: 0.0311829 | Time: 1782.08 ms [2021-03-09 18:57:12 main:574] : INFO : Epoch 1889 | loss: 0.0311745 | val_loss: 0.0311823 | Time: 1860.97 ms [2021-03-09 18:57:14 main:574] : INFO : Epoch 1890 | loss: 0.031177 | val_loss: 0.0311868 | Time: 1853.18 ms [2021-03-09 18:57:16 main:574] : INFO : Epoch 1891 | loss: 0.0311769 | val_loss: 0.0311835 | Time: 1864.1 ms [2021-03-09 18:57:18 main:574] : INFO : Epoch 1892 | loss: 0.0311752 | val_loss: 0.0311837 | Time: 1840.23 ms [2021-03-09 18:57:20 main:574] : INFO : Epoch 1893 | loss: 0.0311746 | val_loss: 0.0311856 | Time: 1524.54 ms [2021-03-09 18:57:21 main:574] : INFO : Epoch 1894 | loss: 0.0311766 | val_loss: 0.0311825 | Time: 1910.38 ms [2021-03-09 18:57:23 main:574] : INFO : Epoch 1895 | loss: 0.0311769 | val_loss: 0.0311818 | Time: 1845.78 ms [2021-03-09 18:57:25 main:574] : INFO : Epoch 1896 | loss: 0.0311747 | val_loss: 0.0311838 | Time: 1833.08 ms [2021-03-09 18:57:27 main:574] : INFO : Epoch 1897 | loss: 0.031176 | val_loss: 0.0311852 | Time: 1870.61 ms [2021-03-09 18:57:29 main:574] : INFO : Epoch 1898 | loss: 0.0311776 | val_loss: 0.0311851 | Time: 1594.76 ms [2021-03-09 18:57:30 main:574] : INFO : Epoch 1899 | loss: 0.0311735 | val_loss: 0.0311824 | Time: 1688.21 ms [2021-03-09 18:57:32 main:574] : INFO : Epoch 1900 | loss: 0.0311746 | val_loss: 0.0311837 | Time: 1946.94 ms [2021-03-09 18:57:34 main:574] : INFO : Epoch 1901 | loss: 0.0311761 | val_loss: 0.031184 | Time: 1924.21 ms [2021-03-09 18:57:36 main:574] : INFO : Epoch 1902 | loss: 0.0311765 | val_loss: 0.0311875 | Time: 1886.51 ms [2021-03-09 18:57:38 main:574] : INFO : Epoch 1903 | loss: 0.0311765 | val_loss: 0.0311857 | Time: 1829.87 ms [2021-03-09 18:57:39 main:574] : INFO : Epoch 1904 | loss: 0.0311763 | val_loss: 0.0311824 | Time: 1520.23 ms [2021-03-09 18:57:41 main:574] : INFO : Epoch 1905 | loss: 0.0311747 | val_loss: 0.0311831 | Time: 1861.79 ms [2021-03-09 18:57:43 main:574] : INFO : Epoch 1906 | loss: 0.0311761 | val_loss: 0.0311852 | Time: 1828.95 ms [2021-03-09 18:57:45 main:574] : INFO : Epoch 1907 | loss: 0.0311751 | val_loss: 0.0311843 | Time: 1876.15 ms [2021-03-09 18:57:47 main:574] : INFO : Epoch 1908 | loss: 0.0311738 | val_loss: 0.0311856 | Time: 1794.14 ms [2021-03-09 18:57:48 main:574] : INFO : Epoch 1909 | loss: 0.0311742 | val_loss: 0.0311837 | Time: 1619.85 ms [2021-03-09 18:57:50 main:574] : INFO : Epoch 1910 | loss: 0.031174 | val_loss: 0.0311847 | Time: 1641.34 ms [2021-03-09 18:57:52 main:574] : INFO : Epoch 1911 | loss: 0.0311741 | val_loss: 0.0311849 | Time: 1820.7 ms [2021-03-09 18:57:54 main:574] : INFO : Epoch 1912 | loss: 0.0311768 | val_loss: 0.0311886 | Time: 1847.75 ms [2021-03-09 18:57:56 main:574] : INFO : Epoch 1913 | loss: 0.031177 | val_loss: 0.0311827 | Time: 1868.48 ms [2021-03-09 18:57:58 main:574] : INFO : Epoch 1914 | loss: 0.0311735 | val_loss: 0.0311825 | Time: 1908.66 ms [2021-03-09 18:57:59 main:574] : INFO : Epoch 1915 | loss: 0.0311735 | val_loss: 0.0311856 | Time: 1574.93 ms [2021-03-09 18:58:01 main:574] : INFO : Epoch 1916 | loss: 0.0311735 | val_loss: 0.0311836 | Time: 1916.78 ms [2021-03-09 18:58:03 main:574] : INFO : Epoch 1917 | loss: 0.0311729 | val_loss: 0.0311837 | Time: 1906.28 ms [2021-03-09 18:58:05 main:574] : INFO : Epoch 1918 | loss: 0.031173 | val_loss: 0.031184 | Time: 1893.41 ms [2021-03-09 18:58:07 main:574] : INFO : Epoch 1919 | loss: 0.031173 | val_loss: 0.0311834 | Time: 1872.85 ms [2021-03-09 18:58:09 main:574] : INFO : Epoch 1920 | loss: 0.0311723 | val_loss: 0.031182 | Time: 1679.55 ms [2021-03-09 18:58:10 main:574] : INFO : Epoch 1921 | loss: 0.0311714 | val_loss: 0.0311845 | Time: 1678.08 ms [2021-03-09 18:58:12 main:574] : INFO : Epoch 1922 | loss: 0.0311724 | val_loss: 0.031182 | Time: 1876.89 ms [2021-03-09 18:58:14 main:574] : INFO : Epoch 1923 | loss: 0.0311714 | val_loss: 0.0311828 | Time: 1871.76 ms [2021-03-09 18:58:16 main:574] : INFO : Epoch 1924 | loss: 0.0311718 | val_loss: 0.0311813 | Time: 1811.85 ms [2021-03-09 18:58:18 main:574] : INFO : Epoch 1925 | loss: 0.031173 | val_loss: 0.0311817 | Time: 1870.85 ms [2021-03-09 18:58:19 main:574] : INFO : Epoch 1926 | loss: 0.0311715 | val_loss: 0.0311834 | Time: 1510.14 ms [2021-03-09 18:58:21 main:574] : INFO : Epoch 1927 | loss: 0.0311728 | val_loss: 0.0311816 | Time: 1871.34 ms [2021-03-09 18:58:23 main:574] : INFO : Epoch 1928 | loss: 0.0311746 | val_loss: 0.0311851 | Time: 1840.58 ms [2021-03-09 18:58:25 main:574] : INFO : Epoch 1929 | loss: 0.0311725 | val_loss: 0.0311822 | Time: 1871.94 ms [2021-03-09 18:58:27 main:574] : INFO : Epoch 1930 | loss: 0.0311706 | val_loss: 0.0311834 | Time: 1866.15 ms [2021-03-09 18:58:28 main:574] : INFO : Epoch 1931 | loss: 0.0311711 | val_loss: 0.0311855 | Time: 1746.55 ms [2021-03-09 18:58:30 main:574] : INFO : Epoch 1932 | loss: 0.0311715 | val_loss: 0.0311815 | Time: 1722.29 ms [2021-03-09 18:58:32 main:574] : INFO : Epoch 1933 | loss: 0.0311705 | val_loss: 0.0311857 | Time: 1993.92 ms [2021-03-09 18:58:34 main:574] : INFO : Epoch 1934 | loss: 0.0311704 | val_loss: 0.0311827 | Time: 1862.16 ms [2021-03-09 18:58:36 main:574] : INFO : Epoch 1935 | loss: 0.0311733 | val_loss: 0.0311835 | Time: 1899.38 ms [2021-03-09 18:58:38 main:574] : INFO : Epoch 1936 | loss: 0.0311754 | val_loss: 0.0311838 | Time: 1848.58 ms [2021-03-09 18:58:39 main:574] : INFO : Epoch 1937 | loss: 0.0311776 | val_loss: 0.0311857 | Time: 1497.3 ms [2021-03-09 18:58:41 main:574] : INFO : Epoch 1938 | loss: 0.0311796 | val_loss: 0.0311875 | Time: 1820.61 ms [2021-03-09 18:58:43 main:574] : INFO : Epoch 1939 | loss: 0.0311792 | val_loss: 0.0311861 | Time: 1829.85 ms [2021-03-09 18:58:45 main:574] : INFO : Epoch 1940 | loss: 0.0311802 | val_loss: 0.0311906 | Time: 1933.83 ms [2021-03-09 18:58:47 main:574] : INFO : Epoch 1941 | loss: 0.0311782 | val_loss: 0.031184 | Time: 1827.21 ms [2021-03-09 18:58:49 main:574] : INFO : Epoch 1942 | loss: 0.0311789 | val_loss: 0.0311816 | Time: 1685.7 ms [2021-03-09 18:58:50 main:574] : INFO : Epoch 1943 | loss: 0.0311792 | val_loss: 0.0311868 | Time: 1670.11 ms [2021-03-09 18:58:52 main:574] : INFO : Epoch 1944 | loss: 0.0311812 | val_loss: 0.0311925 | Time: 1834.3 ms [2021-03-09 18:58:54 main:574] : INFO : Epoch 1945 | loss: 0.0311808 | val_loss: 0.0311857 | Time: 1905.73 ms [2021-03-09 18:58:56 main:574] : INFO : Epoch 1946 | loss: 0.0311784 | val_loss: 0.031186 | Time: 1875.17 ms [2021-03-09 18:58:58 main:574] : INFO : Epoch 1947 | loss: 0.0311795 | val_loss: 0.0311858 | Time: 1954.06 ms [2021-03-09 18:58:59 main:574] : INFO : Epoch 1948 | loss: 0.0311783 | val_loss: 0.0311876 | Time: 1547.11 ms [2021-03-09 18:59:01 main:574] : INFO : Epoch 1949 | loss: 0.0311815 | val_loss: 0.0311855 | Time: 1910.83 ms [2021-03-09 18:59:03 main:574] : INFO : Epoch 1950 | loss: 0.0311795 | val_loss: 0.0311831 | Time: 1886.99 ms [2021-03-09 18:59:05 main:574] : INFO : Epoch 1951 | loss: 0.0311788 | val_loss: 0.0311851 | Time: 1929.15 ms [2021-03-09 18:59:07 main:574] : INFO : Epoch 1952 | loss: 0.0311833 | val_loss: 0.0311839 | Time: 1917.86 ms [2021-03-09 18:59:09 main:574] : INFO : Epoch 1953 | loss: 0.0311847 | val_loss: 0.0311828 | Time: 1616.85 ms [2021-03-09 18:59:10 main:574] : INFO : Epoch 1954 | loss: 0.0311889 | val_loss: 0.0311825 | Time: 1648.28 ms [2021-03-09 18:59:12 main:574] : INFO : Epoch 1955 | loss: 0.0311833 | val_loss: 0.0311831 | Time: 1845.25 ms [2021-03-09 18:59:14 main:574] : INFO : Epoch 1956 | loss: 0.0311828 | val_loss: 0.0311843 | Time: 1825.67 ms [2021-03-09 18:59:16 main:574] : INFO : Epoch 1957 | loss: 0.0311842 | val_loss: 0.0311861 | Time: 1917.49 ms [2021-03-09 18:59:18 main:574] : INFO : Epoch 1958 | loss: 0.0311819 | val_loss: 0.0311813 | Time: 1912.98 ms [2021-03-09 18:59:19 main:574] : INFO : Epoch 1959 | loss: 0.0311795 | val_loss: 0.0311809 | Time: 1494.7 ms [2021-03-09 18:59:21 main:574] : INFO : Epoch 1960 | loss: 0.0311788 | val_loss: 0.0311799 | Time: 1896.79 ms [2021-03-09 18:59:23 main:574] : INFO : Epoch 1961 | loss: 0.0311801 | val_loss: 0.0311789 | Time: 1881.36 ms [2021-03-09 18:59:25 main:574] : INFO : Epoch 1962 | loss: 0.0311781 | val_loss: 0.0311788 | Time: 1825.67 ms [2021-03-09 18:59:27 main:574] : INFO : Epoch 1963 | loss: 0.0311783 | val_loss: 0.0311791 | Time: 1918.11 ms [2021-03-09 18:59:29 main:574] : INFO : Epoch 1964 | loss: 0.0311786 | val_loss: 0.0311791 | Time: 1690.4 ms [2021-03-09 18:59:30 main:574] : INFO : Epoch 1965 | loss: 0.0311787 | val_loss: 0.0311795 | Time: 1691.61 ms [2021-03-09 18:59:32 main:574] : INFO : Epoch 1966 | loss: 0.031177 | val_loss: 0.0311806 | Time: 1927.22 ms [2021-03-09 18:59:34 main:574] : INFO : Epoch 1967 | loss: 0.0311777 | val_loss: 0.0311831 | Time: 1913.49 ms [2021-03-09 18:59:36 main:574] : INFO : Epoch 1968 | loss: 0.0311792 | val_loss: 0.0311788 | Time: 1897.97 ms [2021-03-09 18:59:38 main:574] : INFO : Epoch 1969 | loss: 0.0311764 | val_loss: 0.031182 | Time: 1904.08 ms [2021-03-09 18:59:40 main:574] : INFO : Epoch 1970 | loss: 0.0311776 | val_loss: 0.0311818 | Time: 1535.03 ms [2021-03-09 18:59:42 main:574] : INFO : Epoch 1971 | loss: 0.0311767 | val_loss: 0.031179 | Time: 1929.18 ms [2021-03-09 18:59:43 main:574] : INFO : Epoch 1972 | loss: 0.0311789 | val_loss: 0.0311814 | Time: 1924.38 ms [2021-03-09 18:59:45 main:574] : INFO : Epoch 1973 | loss: 0.0311771 | val_loss: 0.0311839 | Time: 1956.2 ms [2021-03-09 18:59:47 main:574] : INFO : Epoch 1974 | loss: 0.0311767 | val_loss: 0.0311785 | Time: 1871.43 ms [2021-03-09 18:59:49 main:574] : INFO : Epoch 1975 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 1607.82 ms [2021-03-09 18:59:51 main:574] : INFO : Epoch 1976 | loss: 0.0311771 | val_loss: 0.0311819 | Time: 1699.56 ms [2021-03-09 18:59:53 main:574] : INFO : Epoch 1977 | loss: 0.0311747 | val_loss: 0.0311798 | Time: 1898.21 ms [2021-03-09 18:59:55 main:574] : INFO : Epoch 1978 | loss: 0.0311761 | val_loss: 0.0311801 | Time: 1934.83 ms [2021-03-09 18:59:56 main:574] : INFO : Epoch 1979 | loss: 0.0311756 | val_loss: 0.0311788 | Time: 1888.82 ms [2021-03-09 18:59:58 main:574] : INFO : Epoch 1980 | loss: 0.0311747 | val_loss: 0.0311802 | Time: 1834.25 ms [2021-03-09 19:00:00 main:574] : INFO : Epoch 1981 | loss: 0.0311744 | val_loss: 0.0311814 | Time: 1551.39 ms [2021-03-09 19:00:02 main:574] : INFO : Epoch 1982 | loss: 0.0311742 | val_loss: 0.0311803 | Time: 1875.83 ms [2021-03-09 19:00:04 main:574] : INFO : Epoch 1983 | loss: 0.0311742 | val_loss: 0.0311814 | Time: 1836.41 ms [2021-03-09 19:00:06 main:574] : INFO : Epoch 1984 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 1960.71 ms [2021-03-09 19:00:07 main:574] : INFO : Epoch 1985 | loss: 0.0311735 | val_loss: 0.03118 | Time: 1925.73 ms [2021-03-09 19:00:09 main:574] : INFO : Epoch 1986 | loss: 0.0311765 | val_loss: 0.0311827 | Time: 1598.92 ms [2021-03-09 19:00:11 main:574] : INFO : Epoch 1987 | loss: 0.0311753 | val_loss: 0.0311805 | Time: 1774.13 ms [2021-03-09 19:00:13 main:574] : INFO : Epoch 1988 | loss: 0.0311773 | val_loss: 0.0311798 | Time: 1858.59 ms [2021-03-09 19:00:15 main:574] : INFO : Epoch 1989 | loss: 0.0311769 | val_loss: 0.0311818 | Time: 1948.17 ms [2021-03-09 19:00:17 main:574] : INFO : Epoch 1990 | loss: 0.0311776 | val_loss: 0.0311803 | Time: 1955.5 ms [2021-03-09 19:00:18 main:574] : INFO : Epoch 1991 | loss: 0.0311754 | val_loss: 0.0311809 | Time: 1767.6 ms [2021-03-09 19:00:20 main:574] : INFO : Epoch 1992 | loss: 0.0311753 | val_loss: 0.03118 | Time: 1601.11 ms [2021-03-09 19:00:22 main:574] : INFO : Epoch 1993 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 1919.18 ms [2021-03-09 19:00:24 main:574] : INFO : Epoch 1994 | loss: 0.0311751 | val_loss: 0.0311838 | Time: 1933.99 ms [2021-03-09 19:00:26 main:574] : INFO : Epoch 1995 | loss: 0.031176 | val_loss: 0.0311839 | Time: 1892.97 ms [2021-03-09 19:00:28 main:574] : INFO : Epoch 1996 | loss: 0.0311766 | val_loss: 0.0311823 | Time: 1927.46 ms [2021-03-09 19:00:29 main:574] : INFO : Epoch 1997 | loss: 0.0311765 | val_loss: 0.0311845 | Time: 1563 ms [2021-03-09 19:00:31 main:574] : INFO : Epoch 1998 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 1839.93 ms [2021-03-09 19:00:33 main:574] : INFO : Epoch 1999 | loss: 0.0311752 | val_loss: 0.0311803 | Time: 1833.48 ms [2021-03-09 19:00:35 main:574] : INFO : Epoch 2000 | loss: 0.0311757 | val_loss: 0.0311804 | Time: 1910.6 ms [2021-03-09 19:00:37 main:574] : INFO : Epoch 2001 | loss: 0.0311746 | val_loss: 0.0311818 | Time: 1851.66 ms [2021-03-09 19:00:39 main:574] : INFO : Epoch 2002 | loss: 0.0311751 | val_loss: 0.0311806 | Time: 1764.85 ms [2021-03-09 19:00:40 main:574] : INFO : Epoch 2003 | loss: 0.0311772 | val_loss: 0.0311822 | Time: 1546.34 ms [2021-03-09 19:00:42 main:574] : INFO : Epoch 2004 | loss: 0.0311787 | val_loss: 0.03118 | Time: 1845.55 ms [2021-03-09 19:00:44 main:574] : INFO : Epoch 2005 | loss: 0.0311773 | val_loss: 0.031179 | Time: 1904.92 ms [2021-03-09 19:00:46 main:574] : INFO : Epoch 2006 | loss: 0.0311756 | val_loss: 0.0311794 | Time: 1918.22 ms [2021-03-09 19:00:48 main:574] : INFO : Epoch 2007 | loss: 0.0311761 | val_loss: 0.0311797 | Time: 1881.56 ms [2021-03-09 19:00:49 main:574] : INFO : Epoch 2008 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 1536.76 ms [2021-03-09 19:00:51 main:574] : INFO : Epoch 2009 | loss: 0.0311744 | val_loss: 0.0311784 | Time: 1777.37 ms [2021-03-09 19:00:53 main:574] : INFO : Epoch 2010 | loss: 0.0311757 | val_loss: 0.0311774 | Time: 1819.37 ms [2021-03-09 19:00:55 main:574] : INFO : Epoch 2011 | loss: 0.0311748 | val_loss: 0.0311771 | Time: 1923.83 ms [2021-03-09 19:00:57 main:574] : INFO : Epoch 2012 | loss: 0.0311755 | val_loss: 0.0311767 | Time: 1852.46 ms [2021-03-09 19:00:58 main:574] : INFO : Epoch 2013 | loss: 0.031178 | val_loss: 0.0311789 | Time: 1770.55 ms [2021-03-09 19:01:00 main:574] : INFO : Epoch 2014 | loss: 0.0311761 | val_loss: 0.0311787 | Time: 1546.34 ms [2021-03-09 19:01:02 main:574] : INFO : Epoch 2015 | loss: 0.031174 | val_loss: 0.0311788 | Time: 1909.12 ms [2021-03-09 19:01:04 main:574] : INFO : Epoch 2016 | loss: 0.0311748 | val_loss: 0.0311829 | Time: 1912.06 ms [2021-03-09 19:01:06 main:574] : INFO : Epoch 2017 | loss: 0.0311747 | val_loss: 0.0311784 | Time: 1946.97 ms [2021-03-09 19:01:08 main:574] : INFO : Epoch 2018 | loss: 0.0311753 | val_loss: 0.0311767 | Time: 1918.9 ms [2021-03-09 19:01:09 main:574] : INFO : Epoch 2019 | loss: 0.0311772 | val_loss: 0.0311778 | Time: 1571.91 ms [2021-03-09 19:01:11 main:574] : INFO : Epoch 2020 | loss: 0.0311756 | val_loss: 0.0311761 | Time: 1883.25 ms [2021-03-09 19:01:13 main:574] : INFO : Epoch 2021 | loss: 0.0311726 | val_loss: 0.0311768 | Time: 1943.49 ms [2021-03-09 19:01:15 main:574] : INFO : Epoch 2022 | loss: 0.0311732 | val_loss: 0.0311781 | Time: 1901.16 ms [2021-03-09 19:01:17 main:574] : INFO : Epoch 2023 | loss: 0.0311732 | val_loss: 0.031179 | Time: 1900.76 ms [2021-03-09 19:01:19 main:574] : INFO : Epoch 2024 | loss: 0.0311733 | val_loss: 0.0311775 | Time: 1707.43 ms [2021-03-09 19:01:20 main:574] : INFO : Epoch 2025 | loss: 0.0311785 | val_loss: 0.0311804 | Time: 1615.32 ms [2021-03-09 19:01:22 main:574] : INFO : Epoch 2026 | loss: 0.0311822 | val_loss: 0.0311805 | Time: 1852.1 ms [2021-03-09 19:01:24 main:574] : INFO : Epoch 2027 | loss: 0.0311826 | val_loss: 0.0311785 | Time: 1877.09 ms [2021-03-09 19:01:26 main:574] : INFO : Epoch 2028 | loss: 0.0311801 | val_loss: 0.0311814 | Time: 1835.89 ms [2021-03-09 19:01:28 main:574] : INFO : Epoch 2029 | loss: 0.0311792 | val_loss: 0.0311797 | Time: 1851.05 ms [2021-03-09 19:01:29 main:574] : INFO : Epoch 2030 | loss: 0.0311785 | val_loss: 0.0311809 | Time: 1552.4 ms [2021-03-09 19:01:31 main:574] : INFO : Epoch 2031 | loss: 0.0311784 | val_loss: 0.0311794 | Time: 1847.98 ms [2021-03-09 19:01:33 main:574] : INFO : Epoch 2032 | loss: 0.0311783 | val_loss: 0.0311892 | Time: 1893.37 ms [2021-03-09 19:01:35 main:574] : INFO : Epoch 2033 | loss: 0.0311798 | val_loss: 0.0311816 | Time: 1903.93 ms [2021-03-09 19:01:37 main:574] : INFO : Epoch 2034 | loss: 0.031179 | val_loss: 0.0311799 | Time: 1837.52 ms [2021-03-09 19:01:39 main:574] : INFO : Epoch 2035 | loss: 0.0311762 | val_loss: 0.0311786 | Time: 1777.25 ms [2021-03-09 19:01:40 main:574] : INFO : Epoch 2036 | loss: 0.0311755 | val_loss: 0.0311799 | Time: 1628.1 ms [2021-03-09 19:01:42 main:574] : INFO : Epoch 2037 | loss: 0.0311748 | val_loss: 0.0311792 | Time: 2017.64 ms [2021-03-09 19:01:44 main:574] : INFO : Epoch 2038 | loss: 0.031176 | val_loss: 0.0311805 | Time: 1991.77 ms [2021-03-09 19:01:46 main:574] : INFO : Epoch 2039 | loss: 0.0311756 | val_loss: 0.0311793 | Time: 1980.52 ms [2021-03-09 19:01:48 main:574] : INFO : Epoch 2040 | loss: 0.0311748 | val_loss: 0.031178 | Time: 1945.23 ms [2021-03-09 19:01:50 main:574] : INFO : Epoch 2041 | loss: 0.0311748 | val_loss: 0.0311777 | Time: 1557.09 ms [2021-03-09 19:01:52 main:574] : INFO : Epoch 2042 | loss: 0.0311755 | val_loss: 0.0311809 | Time: 1921.89 ms [2021-03-09 19:01:54 main:574] : INFO : Epoch 2043 | loss: 0.0311749 | val_loss: 0.0311779 | Time: 1942.66 ms [2021-03-09 19:01:56 main:574] : INFO : Epoch 2044 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 1919.55 ms [2021-03-09 19:01:58 main:574] : INFO : Epoch 2045 | loss: 0.031174 | val_loss: 0.0311784 | Time: 1866.13 ms [2021-03-09 19:01:59 main:574] : INFO : Epoch 2046 | loss: 0.031176 | val_loss: 0.0311758 | Time: 1621.37 ms [2021-03-09 19:02:01 main:574] : INFO : Epoch 2047 | loss: 0.0311765 | val_loss: 0.0311773 | Time: 1731.75 ms [2021-03-09 19:02:03 main:574] : INFO : Epoch 2048 | loss: 0.0311739 | val_loss: 0.0311849 | Time: 1949.95 ms [2021-03-09 19:02:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311849 [2021-03-09 19:02:03 main:603] : INFO : Saving end state to config to file [2021-03-09 19:02:03 main:608] : INFO : Success, exiting.. 19:02:03 (1572): 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)