Task 3738799
| Name | ParityModified-1609262571-547-6_0 |
| Workunit | 1921098 |
| Created | 19 Jan 2021, 22:18:07 UTC |
| Sent | 22 Jan 2021, 11:16:57 UTC |
| Report deadline | 29 Jan 2021, 11:16:57 UTC |
| Received | 22 Jan 2021, 13:33:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 8 min 4 sec |
| CPU time | 1 hours 3 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 13,452.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :15:39 main:574] : INFO : Epoch 1542 | loss: 0.0311796 | val_loss: 0.0311798 | Time: 1889.09 ms [2021-01-22 04:15:41 main:574] : INFO : Epoch 1543 | loss: 0.031177 | val_loss: 0.031178 | Time: 1933.17 ms [2021-01-22 04:15:43 main:574] : INFO : Epoch 1544 | loss: 0.0311756 | val_loss: 0.0311771 | Time: 1886.09 ms [2021-01-22 04:15:45 main:574] : INFO : Epoch 1545 | loss: 0.0311756 | val_loss: 0.0311772 | Time: 1919.96 ms [2021-01-22 04:15:46 main:574] : INFO : Epoch 1546 | loss: 0.0311751 | val_loss: 0.0311776 | Time: 1944.61 ms [2021-01-22 04:15:48 main:574] : INFO : Epoch 1547 | loss: 0.0311767 | val_loss: 0.0311813 | Time: 1955.29 ms [2021-01-22 04:15:50 main:574] : INFO : Epoch 1548 | loss: 0.0311757 | val_loss: 0.0311774 | Time: 1962.19 ms [2021-01-22 04:15:53 main:574] : INFO : Epoch 1549 | loss: 0.0311767 | val_loss: 0.031179 | Time: 2039.98 ms [2021-01-22 04:15:54 main:574] : INFO : Epoch 1550 | loss: 0.0311767 | val_loss: 0.0311784 | Time: 1929.23 ms [2021-01-22 04:15:56 main:574] : INFO : Epoch 1551 | loss: 0.0311761 | val_loss: 0.0311778 | Time: 1891.18 ms [2021-01-22 04:15:58 main:574] : INFO : Epoch 1552 | loss: 0.0311756 | val_loss: 0.0311769 | Time: 1944.89 ms [2021-01-22 04:16:00 main:574] : INFO : Epoch 1553 | loss: 0.0311756 | val_loss: 0.0311779 | Time: 1878.33 ms [2021-01-22 04:16:02 main:574] : INFO : Epoch 1554 | loss: 0.0311758 | val_loss: 0.0311769 | Time: 2032.87 ms [2021-01-22 04:16:04 main:574] : INFO : Epoch 1555 | loss: 0.0311762 | val_loss: 0.0311786 | Time: 1959.36 ms [2021-01-22 04:16:06 main:574] : INFO : Epoch 1556 | loss: 0.0311774 | val_loss: 0.0311799 | Time: 1882.36 ms [2021-01-22 04:16:08 main:574] : INFO : Epoch 1557 | loss: 0.0311754 | val_loss: 0.0311773 | Time: 2055.28 ms [2021-01-22 04:16:10 main:574] : INFO : Epoch 1558 | loss: 0.0311755 | val_loss: 0.0311773 | Time: 1886.43 ms [2021-01-22 04:16:12 main:574] : INFO : Epoch 1559 | loss: 0.0311754 | val_loss: 0.0311774 | Time: 1994.06 ms [2021-01-22 04:16:14 main:574] : INFO : Epoch 1560 | loss: 0.0311763 | val_loss: 0.0311777 | Time: 1893.48 ms [2021-01-22 04:16:16 main:574] : INFO : Epoch 1561 | loss: 0.0311758 | val_loss: 0.0311777 | Time: 1895.94 ms [2021-01-22 04:16:18 main:574] : INFO : Epoch 1562 | loss: 0.0311749 | val_loss: 0.0311773 | Time: 2068.86 ms [2021-01-22 04:16:20 main:574] : INFO : Epoch 1563 | loss: 0.0311754 | val_loss: 0.0311783 | Time: 1988.92 ms [2021-01-22 04:16:22 main:574] : INFO : Epoch 1564 | loss: 0.0311748 | val_loss: 0.0311769 | Time: 1878.6 ms [2021-01-22 04:16:24 main:574] : INFO : Epoch 1565 | loss: 0.0311759 | val_loss: 0.0311769 | Time: 1962.92 ms [2021-01-22 04:16:26 main:574] : INFO : Epoch 1566 | loss: 0.0311761 | val_loss: 0.0311792 | Time: 2034.84 ms [2021-01-22 04:16:28 main:574] : INFO : Epoch 1567 | loss: 0.031177 | val_loss: 0.0311776 | Time: 1876.13 ms [2021-01-22 04:16:30 main:574] : INFO : Epoch 1568 | loss: 0.0311771 | val_loss: 0.0311786 | Time: 2000.3 ms [2021-01-22 04:16:32 main:574] : INFO : Epoch 1569 | loss: 0.0311801 | val_loss: 0.0311797 | Time: 1912.15 ms [2021-01-22 04:16:34 main:574] : INFO : Epoch 1570 | loss: 0.0311809 | val_loss: 0.031182 | Time: 1864.9 ms [2021-01-22 04:16:36 main:574] : INFO : Epoch 1571 | loss: 0.0311818 | val_loss: 0.031179 | Time: 2098.17 ms [2021-01-22 04:16:38 main:574] : INFO : Epoch 1572 | loss: 0.0311795 | val_loss: 0.0311792 | Time: 1899.09 ms [2021-01-22 04:16:40 main:574] : INFO : Epoch 1573 | loss: 0.0311783 | val_loss: 0.0311779 | Time: 1898.61 ms [2021-01-22 04:16:42 main:574] : INFO : Epoch 1574 | loss: 0.031178 | val_loss: 0.0311808 | Time: 2032.8 ms [2021-01-22 04:16:44 main:574] : INFO : Epoch 1575 | loss: 0.0311777 | val_loss: 0.0311785 | Time: 1915.75 ms [2021-01-22 04:16:46 main:574] : INFO : Epoch 1576 | loss: 0.0311784 | val_loss: 0.0311775 | Time: 1869.58 ms [2021-01-22 04:16:48 main:574] : INFO : Epoch 1577 | loss: 0.0311797 | val_loss: 0.0311806 | Time: 1978.97 ms [2021-01-22 04:16:50 main:574] : INFO : Epoch 1578 | loss: 0.03118 | val_loss: 0.0311781 | Time: 1939.56 ms [2021-01-22 04:16:52 main:574] : INFO : Epoch 1579 | loss: 0.0311795 | val_loss: 0.0311782 | Time: 1961.53 ms [2021-01-22 04:16:54 main:574] : INFO : Epoch 1580 | loss: 0.0311794 | val_loss: 0.0311782 | Time: 1910.31 ms [2021-01-22 04:16:56 main:574] : INFO : Epoch 1581 | loss: 0.0311787 | val_loss: 0.031178 | Time: 1990.5 ms [2021-01-22 04:16:58 main:574] : INFO : Epoch 1582 | loss: 0.0311787 | val_loss: 0.0311782 | Time: 1991.51 ms [2021-01-22 04:17:00 main:574] : INFO : Epoch 1583 | loss: 0.0311793 | val_loss: 0.0311771 | Time: 1904.94 ms [2021-01-22 04:17:02 main:574] : INFO : Epoch 1584 | loss: 0.0311784 | val_loss: 0.0311785 | Time: 1956.16 ms [2021-01-22 04:17:04 main:574] : INFO : Epoch 1585 | loss: 0.031179 | val_loss: 0.031178 | Time: 2106.95 ms [2021-01-22 04:17:06 main:574] : INFO : Epoch 1586 | loss: 0.0311791 | val_loss: 0.0311782 | Time: 1937.47 ms [2021-01-22 04:17:08 main:574] : INFO : Epoch 1587 | loss: 0.0311815 | val_loss: 0.0311834 | Time: 1946.23 ms [2021-01-22 04:17:10 main:574] : INFO : Epoch 1588 | loss: 0.0311793 | val_loss: 0.031178 | Time: 1943.07 ms [2021-01-22 04:17:12 main:574] : INFO : Epoch 1589 | loss: 0.0311789 | val_loss: 0.0311787 | Time: 1879.63 ms [2021-01-22 04:17:14 main:574] : INFO : Epoch 1590 | loss: 0.0311778 | val_loss: 0.0311793 | Time: 1965.11 ms [2021-01-22 04:17:16 main:574] : INFO : Epoch 1591 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 1953.13 ms [2021-01-22 04:17:18 main:574] : INFO : Epoch 1592 | loss: 0.0311777 | val_loss: 0.0311787 | Time: 1883.59 ms [2021-01-22 04:17:20 main:574] : INFO : Epoch 1593 | loss: 0.0311779 | val_loss: 0.0311794 | Time: 1930.79 ms [2021-01-22 04:17:22 main:574] : INFO : Epoch 1594 | loss: 0.0311787 | val_loss: 0.0311778 | Time: 1863.96 ms [2021-01-22 04:17:24 main:574] : INFO : Epoch 1595 | loss: 0.0311779 | val_loss: 0.0311785 | Time: 1968.74 ms [2021-01-22 04:17:26 main:574] : INFO : Epoch 1596 | loss: 0.0311777 | val_loss: 0.0311777 | Time: 1921.43 ms [2021-01-22 04:17:28 main:574] : INFO : Epoch 1597 | loss: 0.0311777 | val_loss: 0.0311783 | Time: 1875.68 ms [2021-01-22 04:17:29 main:574] : INFO : Epoch 1598 | loss: 0.031178 | val_loss: 0.0311783 | Time: 1884.73 ms [2021-01-22 04:17:32 main:574] : INFO : Epoch 1599 | loss: 0.03118 | val_loss: 0.0311776 | Time: 2098.07 ms [2021-01-22 04:17:34 main:574] : INFO : Epoch 1600 | loss: 0.0311775 | val_loss: 0.0311781 | Time: 1906.65 ms [2021-01-22 04:17:35 main:574] : INFO : Epoch 1601 | loss: 0.0311792 | val_loss: 0.0311794 | Time: 1873.1 ms [2021-01-22 04:17:37 main:574] : INFO : Epoch 1602 | loss: 0.0311818 | val_loss: 0.0311781 | Time: 1900.26 ms [2021-01-22 04:17:39 main:574] : INFO : Epoch 1603 | loss: 0.0311779 | val_loss: 0.031179 | Time: 2057.87 ms [2021-01-22 04:17:41 main:574] : INFO : Epoch 1604 | loss: 0.0311773 | val_loss: 0.0311783 | Time: 1910.4 ms [2021-01-22 04:17:43 main:574] : INFO : Epoch 1605 | loss: 0.0311766 | val_loss: 0.0311802 | Time: 1934.35 ms [2021-01-22 04:17:45 main:574] : INFO : Epoch 1606 | loss: 0.0311773 | val_loss: 0.0311782 | Time: 1971.99 ms [2021-01-22 04:17:47 main:574] : INFO : Epoch 1607 | loss: 0.0311769 | val_loss: 0.0311798 | Time: 1939.62 ms [2021-01-22 04:17:49 main:574] : INFO : Epoch 1608 | loss: 0.0311771 | val_loss: 0.0311794 | Time: 2113.56 ms [2021-01-22 04:17:51 main:574] : INFO : Epoch 1609 | loss: 0.0311773 | val_loss: 0.0311799 | Time: 1936.37 ms [2021-01-22 04:17:53 main:574] : INFO : Epoch 1610 | loss: 0.0311793 | val_loss: 0.0311817 | Time: 1970.72 ms [2021-01-22 04:17:55 main:574] : INFO : Epoch 1611 | loss: 0.0311792 | val_loss: 0.031179 | Time: 1971.18 ms [2021-01-22 04:17:57 main:574] : INFO : Epoch 1612 | loss: 0.0311768 | val_loss: 0.0311775 | Time: 1951.62 ms [2021-01-22 04:18:00 main:574] : INFO : Epoch 1613 | loss: 0.0311765 | val_loss: 0.0311771 | Time: 2119.29 ms [2021-01-22 04:18:01 main:574] : INFO : Epoch 1614 | loss: 0.0311766 | val_loss: 0.031177 | Time: 1856.53 ms [2021-01-22 04:18:03 main:574] : INFO : Epoch 1615 | loss: 0.0311767 | val_loss: 0.0311781 | Time: 2048.52 ms [2021-01-22 04:18:05 main:574] : INFO : Epoch 1616 | loss: 0.0311778 | val_loss: 0.0311778 | Time: 1932.93 ms [2021-01-22 04:18:07 main:574] : INFO : Epoch 1617 | loss: 0.0311763 | val_loss: 0.0311771 | Time: 1891.88 ms [2021-01-22 04:18:09 main:574] : INFO : Epoch 1618 | loss: 0.0311772 | val_loss: 0.0311769 | Time: 2050.58 ms [2021-01-22 04:18:11 main:574] : INFO : Epoch 1619 | loss: 0.0311776 | val_loss: 0.0311817 | Time: 1987.8 ms [2021-01-22 04:18:13 main:574] : INFO : Epoch 1620 | loss: 0.0311795 | val_loss: 0.0311808 | Time: 1933.09 ms [2021-01-22 04:18:15 main:574] : INFO : Epoch 1621 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 1930.21 ms [2021-01-22 04:18:17 main:574] : INFO : Epoch 1622 | loss: 0.0311771 | val_loss: 0.0311776 | Time: 1942.61 ms [2021-01-22 04:18:19 main:574] : INFO : Epoch 1623 | loss: 0.0311762 | val_loss: 0.0311786 | Time: 1894.04 ms [2021-01-22 04:18:21 main:574] : INFO : Epoch 1624 | loss: 0.0311765 | val_loss: 0.0311796 | Time: 1937.28 ms [2021-01-22 04:18:23 main:574] : INFO : Epoch 1625 | loss: 0.0311766 | val_loss: 0.0311779 | Time: 1855.79 ms [2021-01-22 04:18:25 main:574] : INFO : Epoch 1626 | loss: 0.0311773 | val_loss: 0.0311849 | Time: 2021.47 ms [2021-01-22 04:18:27 main:574] : INFO : Epoch 1627 | loss: 0.031179 | val_loss: 0.0311783 | Time: 2086.46 ms [2021-01-22 04:18:29 main:574] : INFO : Epoch 1628 | loss: 0.031177 | val_loss: 0.031178 | Time: 2008.04 ms [2021-01-22 04:18:31 main:574] : INFO : Epoch 1629 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 1863.57 ms [2021-01-22 04:18:33 main:574] : INFO : Epoch 1630 | loss: 0.0311771 | val_loss: 0.0311811 | Time: 1880.39 ms [2021-01-22 04:18:35 main:574] : INFO : Epoch 1631 | loss: 0.0311788 | val_loss: 0.031178 | Time: 1906.75 ms [2021-01-22 04:18:37 main:574] : INFO : Epoch 1632 | loss: 0.031178 | val_loss: 0.0311774 | Time: 1930.47 ms [2021-01-22 04:18:39 main:574] : INFO : Epoch 1633 | loss: 0.0311786 | val_loss: 0.0311776 | Time: 1890.55 ms [2021-01-22 04:18:41 main:574] : INFO : Epoch 1634 | loss: 0.0311774 | val_loss: 0.0311787 | Time: 2037.76 ms [2021-01-22 04:18:43 main:574] : INFO : Epoch 1635 | loss: 0.0311776 | val_loss: 0.0311767 | Time: 1911.61 ms [2021-01-22 04:18:45 main:574] : INFO : Epoch 1636 | loss: 0.0311786 | val_loss: 0.0311775 | Time: 1907.61 ms [2021-01-22 04:18:47 main:574] : INFO : Epoch 1637 | loss: 0.0311908 | val_loss: 0.0311862 | Time: 1886.16 ms [2021-01-22 04:18:49 main:574] : INFO : Epoch 1638 | loss: 0.0311895 | val_loss: 0.0311893 | Time: 1894 ms [2021-01-22 04:18:51 main:574] : INFO : Epoch 1639 | loss: 0.0312135 | val_loss: 0.0311969 | Time: 1956.46 ms [2021-01-22 04:18:52 main:574] : INFO : Epoch 1640 | loss: 0.0315086 | val_loss: 0.0328679 | Time: 1879.35 ms [2021-01-22 04:18:54 main:574] : INFO : Epoch 1641 | loss: 0.0315493 | val_loss: 0.0312153 | Time: 1881.12 ms [2021-01-22 04:18:56 main:574] : INFO : Epoch 1642 | loss: 0.0312317 | val_loss: 0.031197 | Time: 1865.48 ms [2021-01-22 04:18:58 main:574] : INFO : Epoch 1643 | loss: 0.0311889 | val_loss: 0.031179 | Time: 1993.23 ms [2021-01-22 04:19:00 main:574] : INFO : Epoch 1644 | loss: 0.031181 | val_loss: 0.0311771 | Time: 1924.83 ms [2021-01-22 04:19:02 main:574] : INFO : Epoch 1645 | loss: 0.0311823 | val_loss: 0.0311775 | Time: 2022.43 ms [2021-01-22 04:19:04 main:574] : INFO : Epoch 1646 | loss: 0.0311815 | val_loss: 0.031177 | Time: 1958.99 ms [2021-01-22 04:19:06 main:574] : INFO : Epoch 1647 | loss: 0.0311807 | val_loss: 0.03118 | Time: 1872.68 ms [2021-01-22 04:19:08 main:574] : INFO : Epoch 1648 | loss: 0.0311801 | val_loss: 0.0311827 | Time: 1900.64 ms [2021-01-22 04:19:10 main:574] : INFO : Epoch 1649 | loss: 0.031179 | val_loss: 0.0311787 | Time: 1926.34 ms [2021-01-22 04:19:12 main:574] : INFO : Epoch 1650 | loss: 0.0311777 | val_loss: 0.0311778 | Time: 1896.59 ms [2021-01-22 04:19:14 main:574] : INFO : Epoch 1651 | loss: 0.0311769 | val_loss: 0.03118 | Time: 1872.22 ms [2021-01-22 04:19:16 main:574] : INFO : Epoch 1652 | loss: 0.0311776 | val_loss: 0.0311773 | Time: 1894.27 ms [2021-01-22 04:19:18 main:574] : INFO : Epoch 1653 | loss: 0.0311774 | val_loss: 0.0311784 | Time: 1949.61 ms [2021-01-22 04:19:20 main:574] : INFO : Epoch 1654 | loss: 0.0311773 | val_loss: 0.031181 | Time: 1976.31 ms [2021-01-22 04:19:22 main:574] : INFO : Epoch 1655 | loss: 0.0311798 | val_loss: 0.0311814 | Time: 1895.45 ms [2021-01-22 04:19:24 main:574] : INFO : Epoch 1656 | loss: 0.0311776 | val_loss: 0.0311779 | Time: 1869.16 ms [2021-01-22 04:19:26 main:574] : INFO : Epoch 1657 | loss: 0.0311763 | val_loss: 0.0311765 | Time: 1904.48 ms [2021-01-22 04:19:28 main:574] : INFO : Epoch 1658 | loss: 0.0311759 | val_loss: 0.0311775 | Time: 1891.86 ms [2021-01-22 04:19:29 main:574] : INFO : Epoch 1659 | loss: 0.0311763 | val_loss: 0.0311779 | Time: 1897.21 ms [2021-01-22 04:19:32 main:574] : INFO : Epoch 1660 | loss: 0.0311764 | val_loss: 0.0311784 | Time: 2020.9 ms [2021-01-22 04:19:33 main:574] : INFO : Epoch 1661 | loss: 0.0311761 | val_loss: 0.0311775 | Time: 1928.07 ms [2021-01-22 04:19:35 main:574] : INFO : Epoch 1662 | loss: 0.0311759 | val_loss: 0.0311804 | Time: 1886.38 ms [2021-01-22 04:19:37 main:574] : INFO : Epoch 1663 | loss: 0.0311764 | val_loss: 0.0311783 | Time: 1960.46 ms [2021-01-22 04:19:39 main:574] : INFO : Epoch 1664 | loss: 0.0311754 | val_loss: 0.0311783 | Time: 1884.03 ms [2021-01-22 04:19:41 main:574] : INFO : Epoch 1665 | loss: 0.0311772 | val_loss: 0.03118 | Time: 2081.28 ms [2021-01-22 04:19:43 main:574] : INFO : Epoch 1666 | loss: 0.031177 | val_loss: 0.0311816 | Time: 1925.07 ms [2021-01-22 04:19:45 main:574] : INFO : Epoch 1667 | loss: 0.0311776 | val_loss: 0.0311798 | Time: 1988.92 ms [2021-01-22 04:19:47 main:574] : INFO : Epoch 1668 | loss: 0.0311775 | val_loss: 0.0311814 | Time: 1887.11 ms [2021-01-22 04:19:49 main:574] : INFO : Epoch 1669 | loss: 0.0311777 | val_loss: 0.0311803 | Time: 1956.27 ms [2021-01-22 04:19:51 main:574] : INFO : Epoch 1670 | loss: 0.0311769 | val_loss: 0.0311809 | Time: 1923.56 ms [2021-01-22 04:19:53 main:574] : INFO : Epoch 1671 | loss: 0.0311774 | val_loss: 0.0311816 | Time: 1863.02 ms [2021-01-22 04:19:55 main:574] : INFO : Epoch 1672 | loss: 0.0311776 | val_loss: 0.0311806 | Time: 1872.19 ms [2021-01-22 04:19:57 main:574] : INFO : Epoch 1673 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 2014.29 ms [2021-01-22 04:19:59 main:574] : INFO : Epoch 1674 | loss: 0.0311774 | val_loss: 0.0311802 | Time: 2029.3 ms [2021-01-22 04:20:01 main:574] : INFO : Epoch 1675 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 1978.01 ms [2021-01-22 04:20:03 main:574] : INFO : Epoch 1676 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 1894.41 ms [2021-01-22 04:20:05 main:574] : INFO : Epoch 1677 | loss: 0.031177 | val_loss: 0.0311793 | Time: 1876.09 ms [2021-01-22 04:20:07 main:574] : INFO : Epoch 1678 | loss: 0.0311775 | val_loss: 0.0311807 | Time: 1912.8 ms [2021-01-22 04:20:09 main:574] : INFO : Epoch 1679 | loss: 0.0311775 | val_loss: 0.0311809 | Time: 1898.56 ms [2021-01-22 04:20:11 main:574] : INFO : Epoch 1680 | loss: 0.0311767 | val_loss: 0.0311801 | Time: 2087.41 ms [2021-01-22 04:20:13 main:574] : INFO : Epoch 1681 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 1872.6 ms [2021-01-22 04:20:15 main:574] : INFO : Epoch 1682 | loss: 0.0311775 | val_loss: 0.0311809 | Time: 1893.31 ms [2021-01-22 04:20:17 main:574] : INFO : Epoch 1683 | loss: 0.0311773 | val_loss: 0.0311807 | Time: 1902.41 ms [2021-01-22 04:20:19 main:574] : INFO : Epoch 1684 | loss: 0.0311769 | val_loss: 0.0311803 | Time: 1890.35 ms [2021-01-22 04:20:21 main:574] : INFO : Epoch 1685 | loss: 0.0311785 | val_loss: 0.0311823 | Time: 1866.94 ms [2021-01-22 04:20:23 main:574] : INFO : Epoch 1686 | loss: 0.0311776 | val_loss: 0.0311806 | Time: 1905.69 ms [2021-01-22 04:20:25 main:574] : INFO : Epoch 1687 | loss: 0.0311768 | val_loss: 0.0311796 | Time: 2012.95 ms [2021-01-22 04:20:27 main:574] : INFO : Epoch 1688 | loss: 0.031177 | val_loss: 0.0311796 | Time: 1916.02 ms [2021-01-22 04:20:29 main:574] : INFO : Epoch 1689 | loss: 0.0311772 | val_loss: 0.0311792 | Time: 1927.52 ms [2021-01-22 04:20:30 main:574] : INFO : Epoch 1690 | loss: 0.0311771 | val_loss: 0.0311804 | Time: 1916.95 ms [2021-01-22 04:20:32 main:574] : INFO : Epoch 1691 | loss: 0.0311772 | val_loss: 0.031181 | Time: 1923.76 ms [2021-01-22 04:20:34 main:574] : INFO : Epoch 1692 | loss: 0.0311779 | val_loss: 0.0311806 | Time: 2039.74 ms [2021-01-22 04:20:36 main:574] : INFO : Epoch 1693 | loss: 0.031179 | val_loss: 0.0311797 | Time: 1928.71 ms [2021-01-22 04:20:38 main:574] : INFO : Epoch 1694 | loss: 0.0311813 | val_loss: 0.0311789 | Time: 2036.49 ms [2021-01-22 04:20:41 main:574] : INFO : Epoch 1695 | loss: 0.0311816 | val_loss: 0.0311799 | Time: 2050.76 ms [2021-01-22 04:20:43 main:574] : INFO : Epoch 1696 | loss: 0.0311802 | val_loss: 0.031179 | Time: 1975.6 ms [2021-01-22 04:20:45 main:574] : INFO : Epoch 1697 | loss: 0.0311801 | val_loss: 0.0311784 | Time: 1997.27 ms [2021-01-22 04:20:47 main:574] : INFO : Epoch 1698 | loss: 0.0311815 | val_loss: 0.0311803 | Time: 1942.48 ms [2021-01-22 04:20:49 main:574] : INFO : Epoch 1699 | loss: 0.03118 | val_loss: 0.0311791 | Time: 1900.41 ms [2021-01-22 04:20:51 main:574] : INFO : Epoch 1700 | loss: 0.031179 | val_loss: 0.0311784 | Time: 2081.63 ms [2021-01-22 04:20:53 main:574] : INFO : Epoch 1701 | loss: 0.0311796 | val_loss: 0.0311803 | Time: 1922.6 ms [2021-01-22 04:20:55 main:574] : INFO : Epoch 1702 | loss: 0.0311803 | val_loss: 0.0311797 | Time: 1959.32 ms [2021-01-22 04:20:57 main:574] : INFO : Epoch 1703 | loss: 0.0311811 | val_loss: 0.0311795 | Time: 2005.03 ms [2021-01-22 04:20:59 main:574] : INFO : Epoch 1704 | loss: 0.0311793 | val_loss: 0.0311792 | Time: 1898.36 ms [2021-01-22 04:21:01 main:574] : INFO : Epoch 1705 | loss: 0.0311789 | val_loss: 0.0311797 | Time: 2067.46 ms [2021-01-22 04:21:03 main:574] : INFO : Epoch 1706 | loss: 0.0311785 | val_loss: 0.0311793 | Time: 1896.34 ms [2021-01-22 04:21:05 main:574] : INFO : Epoch 1707 | loss: 0.0311788 | val_loss: 0.0311796 | Time: 2034.55 ms [2021-01-22 04:21:07 main:574] : INFO : Epoch 1708 | loss: 0.0311785 | val_loss: 0.031179 | Time: 2011.06 ms [2021-01-22 04:21:09 main:574] : INFO : Epoch 1709 | loss: 0.031178 | val_loss: 0.0311797 | Time: 1904.06 ms [2021-01-22 04:21:11 main:574] : INFO : Epoch 1710 | loss: 0.0311789 | val_loss: 0.0311799 | Time: 1985.78 ms [2021-01-22 04:21:13 main:574] : INFO : Epoch 1711 | loss: 0.0311783 | val_loss: 0.0311806 | Time: 2004.96 ms [2021-01-22 04:21:15 main:574] : INFO : Epoch 1712 | loss: 0.0311788 | val_loss: 0.0311795 | Time: 2170.22 ms [2021-01-22 04:21:17 main:574] : INFO : Epoch 1713 | loss: 0.0311779 | val_loss: 0.0311795 | Time: 1887.26 ms [2021-01-22 04:21:19 main:574] : INFO : Epoch 1714 | loss: 0.0311777 | val_loss: 0.031181 | Time: 1985.57 ms [2021-01-22 04:21:21 main:574] : INFO : Epoch 1715 | loss: 0.0311781 | val_loss: 0.031179 | Time: 2006.97 ms [2021-01-22 04:21:23 main:574] : INFO : Epoch 1716 | loss: 0.0311781 | val_loss: 0.0311814 | Time: 1928.95 ms [2021-01-22 04:21:25 main:574] : INFO : Epoch 1717 | loss: 0.0311805 | val_loss: 0.0311812 | Time: 1935.22 ms [2021-01-22 04:21:27 main:574] : INFO : Epoch 1718 | loss: 0.0311803 | val_loss: 0.0311813 | Time: 1902.53 ms [2021-01-22 04:21:29 main:574] : INFO : Epoch 1719 | loss: 0.0311805 | val_loss: 0.031181 | Time: 1966.93 ms [2021-01-22 04:21:31 main:574] : INFO : Epoch 1720 | loss: 0.0311798 | val_loss: 0.0311809 | Time: 1943.09 ms [2021-01-22 04:21:32 main:574] : INFO : Epoch 1721 | loss: 0.0311818 | val_loss: 0.0311829 | Time: 1933.32 ms [2021-01-22 04:21:34 main:574] : INFO : Epoch 1722 | loss: 0.0311807 | val_loss: 0.0311828 | Time: 1964.73 ms [2021-01-22 04:21:36 main:574] : INFO : Epoch 1723 | loss: 0.0311812 | val_loss: 0.0311815 | Time: 1963.99 ms [2021-01-22 04:21:38 main:574] : INFO : Epoch 1724 | loss: 0.0311814 | val_loss: 0.0311794 | Time: 1872.07 ms [2021-01-22 04:21:40 main:574] : INFO : Epoch 1725 | loss: 0.0311799 | val_loss: 0.0311796 | Time: 1885.01 ms [2021-01-22 04:21:42 main:574] : INFO : Epoch 1726 | loss: 0.0311805 | val_loss: 0.0311795 | Time: 1893.36 ms [2021-01-22 04:21:44 main:574] : INFO : Epoch 1727 | loss: 0.0311793 | val_loss: 0.0311792 | Time: 1900.98 ms [2021-01-22 04:21:46 main:574] : INFO : Epoch 1728 | loss: 0.0311794 | val_loss: 0.031181 | Time: 1914.93 ms [2021-01-22 04:21:48 main:574] : INFO : Epoch 1729 | loss: 0.0311818 | val_loss: 0.0311806 | Time: 1973.18 ms [2021-01-22 04:21:50 main:574] : INFO : Epoch 1730 | loss: 0.0311799 | val_loss: 0.0311819 | Time: 1890.89 ms [2021-01-22 04:21:52 main:574] : INFO : Epoch 1731 | loss: 0.0311799 | val_loss: 0.0311796 | Time: 1923.31 ms [2021-01-22 04:21:54 main:574] : INFO : Epoch 1732 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 2012.47 ms [2021-01-22 04:21:56 main:574] : INFO : Epoch 1733 | loss: 0.0311794 | val_loss: 0.0311818 | Time: 2053.21 ms [2021-01-22 04:21:58 main:574] : INFO : Epoch 1734 | loss: 0.0311816 | val_loss: 0.0311841 | Time: 2062.94 ms [2021-01-22 04:22:00 main:574] : INFO : Epoch 1735 | loss: 0.0311819 | val_loss: 0.0311801 | Time: 1909.87 ms [2021-01-22 04:22:02 main:574] : INFO : Epoch 1736 | loss: 0.0311799 | val_loss: 0.0311781 | Time: 2105.89 ms [2021-01-22 04:22:04 main:574] : INFO : Epoch 1737 | loss: 0.0311799 | val_loss: 0.0311784 | Time: 1916.6 ms [2021-01-22 04:22:06 main:574] : INFO : Epoch 1738 | loss: 0.0311797 | val_loss: 0.0311788 | Time: 2053.86 ms [2021-01-22 04:22:08 main:574] : INFO : Epoch 1739 | loss: 0.0311795 | val_loss: 0.0311795 | Time: 1899.93 ms [2021-01-22 04:22:10 main:574] : INFO : Epoch 1740 | loss: 0.03118 | val_loss: 0.0311786 | Time: 2050.2 ms [2021-01-22 04:22:12 main:574] : INFO : Epoch 1741 | loss: 0.0311807 | val_loss: 0.0311794 | Time: 1874.6 ms [2021-01-22 04:22:14 main:574] : INFO : Epoch 1742 | loss: 0.0311794 | val_loss: 0.0311803 | Time: 2069.08 ms [2021-01-22 04:22:16 main:574] : INFO : Epoch 1743 | loss: 0.0311787 | val_loss: 0.031179 | Time: 2005.14 ms [2021-01-22 04:22:18 main:574] : INFO : Epoch 1744 | loss: 0.0311785 | val_loss: 0.031179 | Time: 1894.2 ms [2021-01-22 04:22:20 main:574] : INFO : Epoch 1745 | loss: 0.0311791 | val_loss: 0.031181 | Time: 1912.47 ms [2021-01-22 04:22:22 main:574] : INFO : Epoch 1746 | loss: 0.0311792 | val_loss: 0.0311791 | Time: 1978.15 ms [2021-01-22 04:22:24 main:574] : INFO : Epoch 1747 | loss: 0.0311778 | val_loss: 0.0311795 | Time: 1905.38 ms [2021-01-22 04:22:26 main:574] : INFO : Epoch 1748 | loss: 0.0311784 | val_loss: 0.0311796 | Time: 1911.93 ms [2021-01-22 04:22:28 main:574] : INFO : Epoch 1749 | loss: 0.0311788 | val_loss: 0.0311792 | Time: 1982.28 ms [2021-01-22 04:22:30 main:574] : INFO : Epoch 1750 | loss: 0.0311783 | val_loss: 0.0311792 | Time: 2006.63 ms [2021-01-22 04:22:32 main:574] : INFO : Epoch 1751 | loss: 0.0311784 | val_loss: 0.0311791 | Time: 1939.14 ms [2021-01-22 04:22:34 main:574] : INFO : Epoch 1752 | loss: 0.0311793 | val_loss: 0.0311792 | Time: 1961.04 ms [2021-01-22 04:22:36 main:574] : INFO : Epoch 1753 | loss: 0.0311786 | val_loss: 0.0311807 | Time: 1997.83 ms [2021-01-22 04:22:38 main:574] : INFO : Epoch 1754 | loss: 0.0311786 | val_loss: 0.0311785 | Time: 1970.61 ms [2021-01-22 04:22:40 main:574] : INFO : Epoch 1755 | loss: 0.0311803 | val_loss: 0.03118 | Time: 2115.06 ms [2021-01-22 04:22:42 main:574] : INFO : Epoch 1756 | loss: 0.0311794 | val_loss: 0.0311799 | Time: 1890 ms [2021-01-22 04:22:44 main:574] : INFO : Epoch 1757 | loss: 0.0311794 | val_loss: 0.0311803 | Time: 2129.36 ms [2021-01-22 04:22:46 main:574] : INFO : Epoch 1758 | loss: 0.0311786 | val_loss: 0.0311787 | Time: 1916.23 ms [2021-01-22 04:22:49 main:574] : INFO : Epoch 1759 | loss: 0.0311786 | val_loss: 0.0311804 | Time: 2083.45 ms [2021-01-22 04:22:51 main:574] : INFO : Epoch 1760 | loss: 0.031178 | val_loss: 0.0311788 | Time: 2006.38 ms [2021-01-22 04:22:52 main:574] : INFO : Epoch 1761 | loss: 0.0311777 | val_loss: 0.0311812 | Time: 1921.52 ms [2021-01-22 04:22:54 main:574] : INFO : Epoch 1762 | loss: 0.0311783 | val_loss: 0.0311791 | Time: 1994.13 ms [2021-01-22 04:22:57 main:574] : INFO : Epoch 1763 | loss: 0.0311777 | val_loss: 0.0311791 | Time: 1981.87 ms [2021-01-22 04:22:59 main:574] : INFO : Epoch 1764 | loss: 0.0311782 | val_loss: 0.0311794 | Time: 1999.5 ms [2021-01-22 04:23:01 main:574] : INFO : Epoch 1765 | loss: 0.0311778 | val_loss: 0.0311795 | Time: 2077.95 ms [2021-01-22 04:23:03 main:574] : INFO : Epoch 1766 | loss: 0.0311784 | val_loss: 0.0311805 | Time: 1978.3 ms [2021-01-22 04:23:05 main:574] : INFO : Epoch 1767 | loss: 0.031178 | val_loss: 0.0311784 | Time: 1988.1 ms [2021-01-22 04:23:07 main:574] : INFO : Epoch 1768 | loss: 0.0311778 | val_loss: 0.0311808 | Time: 1907.22 ms [2021-01-22 04:23:09 main:574] : INFO : Epoch 1769 | loss: 0.0311785 | val_loss: 0.0311796 | Time: 1921.24 ms [2021-01-22 04:23:11 main:574] : INFO : Epoch 1770 | loss: 0.031177 | val_loss: 0.0311794 | Time: 2019.61 ms [2021-01-22 04:23:13 main:574] : INFO : Epoch 1771 | loss: 0.0311777 | val_loss: 0.0311809 | Time: 1947.23 ms [2021-01-22 04:23:15 main:574] : INFO : Epoch 1772 | loss: 0.0311781 | val_loss: 0.0311796 | Time: 2005.16 ms [2021-01-22 04:23:17 main:574] : INFO : Epoch 1773 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 1930.86 ms [2021-01-22 04:23:19 main:574] : INFO : Epoch 1774 | loss: 0.03118 | val_loss: 0.0311816 | Time: 1890.53 ms [2021-01-22 04:23:21 main:574] : INFO : Epoch 1775 | loss: 0.0311798 | val_loss: 0.0311791 | Time: 1975.38 ms [2021-01-22 04:23:22 main:574] : INFO : Epoch 1776 | loss: 0.0311799 | val_loss: 0.0311847 | Time: 1909.49 ms [2021-01-22 04:23:24 main:574] : INFO : Epoch 1777 | loss: 0.0311788 | val_loss: 0.0311807 | Time: 1923.67 ms [2021-01-22 04:23:27 main:574] : INFO : Epoch 1778 | loss: 0.0311776 | val_loss: 0.0311794 | Time: 2101.01 ms [2021-01-22 04:23:28 main:574] : INFO : Epoch 1779 | loss: 0.0311772 | val_loss: 0.031181 | Time: 1891.23 ms [2021-01-22 04:23:30 main:574] : INFO : Epoch 1780 | loss: 0.031177 | val_loss: 0.0311796 | Time: 1923.78 ms [2021-01-22 04:23:32 main:574] : INFO : Epoch 1781 | loss: 0.0311771 | val_loss: 0.0311805 | Time: 1930.49 ms [2021-01-22 04:23:34 main:574] : INFO : Epoch 1782 | loss: 0.0311775 | val_loss: 0.03118 | Time: 1909.14 ms [2021-01-22 04:23:36 main:574] : INFO : Epoch 1783 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 1890.08 ms [2021-01-22 04:23:38 main:574] : INFO : Epoch 1784 | loss: 0.0311782 | val_loss: 0.0311811 | Time: 1875.97 ms [2021-01-22 04:23:40 main:574] : INFO : Epoch 1785 | loss: 0.0311774 | val_loss: 0.0311796 | Time: 1994.63 ms [2021-01-22 04:23:42 main:574] : INFO : Epoch 1786 | loss: 0.0311768 | val_loss: 0.0311808 | Time: 1871.67 ms [2021-01-22 04:23:44 main:574] : INFO : Epoch 1787 | loss: 0.0311765 | val_loss: 0.0311847 | Time: 1976.03 ms [2021-01-22 04:23:46 main:574] : INFO : Epoch 1788 | loss: 0.0311766 | val_loss: 0.0311822 | Time: 2044.15 ms [2021-01-22 04:23:48 main:574] : INFO : Epoch 1789 | loss: 0.0311764 | val_loss: 0.0311821 | Time: 1905.71 ms [2021-01-22 04:23:50 main:574] : INFO : Epoch 1790 | loss: 0.0311775 | val_loss: 0.0311818 | Time: 1872.01 ms [2021-01-22 04:23:52 main:574] : INFO : Epoch 1791 | loss: 0.0311778 | val_loss: 0.0311802 | Time: 1873.73 ms [2021-01-22 04:23:54 main:574] : INFO : Epoch 1792 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 1900.38 ms [2021-01-22 04:23:56 main:574] : INFO : Epoch 1793 | loss: 0.0311772 | val_loss: 0.0311799 | Time: 1908.01 ms [2021-01-22 04:23:58 main:574] : INFO : Epoch 1794 | loss: 0.0311772 | val_loss: 0.0311812 | Time: 2089.64 ms [2021-01-22 04:24:00 main:574] : INFO : Epoch 1795 | loss: 0.0311774 | val_loss: 0.0311822 | Time: 1902.75 ms [2021-01-22 04:24:02 main:574] : INFO : Epoch 1796 | loss: 0.031178 | val_loss: 0.0311823 | Time: 1889.84 ms [2021-01-22 04:24:04 main:574] : INFO : Epoch 1797 | loss: 0.0311786 | val_loss: 0.0311793 | Time: 1911.94 ms [2021-01-22 04:24:06 main:574] : INFO : Epoch 1798 | loss: 0.0311778 | val_loss: 0.0311781 | Time: 2121.85 ms [2021-01-22 04:24:08 main:574] : INFO : Epoch 1799 | loss: 0.0311786 | val_loss: 0.031181 | Time: 2069.1 ms [2021-01-22 04:24:10 main:574] : INFO : Epoch 1800 | loss: 0.0311784 | val_loss: 0.0311847 | Time: 1967.28 ms [2021-01-22 04:24:12 main:574] : INFO : Epoch 1801 | loss: 0.0311795 | val_loss: 0.0311787 | Time: 1938.96 ms [2021-01-22 04:24:14 main:574] : INFO : Epoch 1802 | loss: 0.0311785 | val_loss: 0.0311804 | Time: 2025.55 ms [2021-01-22 04:24:16 main:574] : INFO : Epoch 1803 | loss: 0.0311774 | val_loss: 0.0311807 | Time: 1905.38 ms [2021-01-22 04:24:18 main:574] : INFO : Epoch 1804 | loss: 0.0311786 | val_loss: 0.0311814 | Time: 2018.35 ms [2021-01-22 04:24:20 main:574] : INFO : Epoch 1805 | loss: 0.0311784 | val_loss: 0.0311826 | Time: 1903.49 ms [2021-01-22 04:24:22 main:574] : INFO : Epoch 1806 | loss: 0.031179 | val_loss: 0.0311845 | Time: 2126.61 ms [2021-01-22 04:24:24 main:574] : INFO : Epoch 1807 | loss: 0.0311799 | val_loss: 0.0311811 | Time: 2105.34 ms [2021-01-22 04:24:26 main:574] : INFO : Epoch 1808 | loss: 0.0311793 | val_loss: 0.0311801 | Time: 2031.83 ms [2021-01-22 04:24:28 main:574] : INFO : Epoch 1809 | loss: 0.031178 | val_loss: 0.0311804 | Time: 2034.77 ms [2021-01-22 04:24:30 main:574] : INFO : Epoch 1810 | loss: 0.0311791 | val_loss: 0.0311825 | Time: 1930.51 ms [2021-01-22 04:24:32 main:574] : INFO : Epoch 1811 | loss: 0.0311811 | val_loss: 0.0311877 | Time: 1968.52 ms [2021-01-22 04:24:34 main:574] : INFO : Epoch 1812 | loss: 0.0311818 | val_loss: 0.0311816 | Time: 1974.83 ms [2021-01-22 04:24:36 main:574] : INFO : Epoch 1813 | loss: 0.0311775 | val_loss: 0.0311816 | Time: 1897.62 ms [2021-01-22 04:24:38 main:574] : INFO : Epoch 1814 | loss: 0.0311765 | val_loss: 0.0311801 | Time: 1889.81 ms [2021-01-22 04:24:40 main:574] : INFO : Epoch 1815 | loss: 0.0311776 | val_loss: 0.0311816 | Time: 1934.55 ms [2021-01-22 04:24:42 main:574] : INFO : Epoch 1816 | loss: 0.0311783 | val_loss: 0.0311817 | Time: 1899.12 ms [2021-01-22 04:24:44 main:574] : INFO : Epoch 1817 | loss: 0.0311785 | val_loss: 0.0311808 | Time: 2002.55 ms [2021-01-22 04:24:46 main:574] : INFO : Epoch 1818 | loss: 0.0311773 | val_loss: 0.0311835 | Time: 1898.29 ms [2021-01-22 04:24:48 main:574] : INFO : Epoch 1819 | loss: 0.031176 | val_loss: 0.0311833 | Time: 2165.93 ms [2021-01-22 04:24:50 main:574] : INFO : Epoch 1820 | loss: 0.0311783 | val_loss: 0.0311822 | Time: 1908.12 ms [2021-01-22 04:24:52 main:574] : INFO : Epoch 1821 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 1929.01 ms [2021-01-22 04:24:54 main:574] : INFO : Epoch 1822 | loss: 0.0311759 | val_loss: 0.031181 | Time: 1906.95 ms [2021-01-22 04:24:56 main:574] : INFO : Epoch 1823 | loss: 0.0311765 | val_loss: 0.0311817 | Time: 2011.85 ms [2021-01-22 04:24:58 main:574] : INFO : Epoch 1824 | loss: 0.0311773 | val_loss: 0.0311837 | Time: 1937.27 ms [2021-01-22 04:25:00 main:574] : INFO : Epoch 1825 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 1957.62 ms [2021-01-22 04:25:02 main:574] : INFO : Epoch 1826 | loss: 0.0311764 | val_loss: 0.0311843 | Time: 2121.27 ms [2021-01-22 04:25:04 main:574] : INFO : Epoch 1827 | loss: 0.0311786 | val_loss: 0.0311838 | Time: 1940.44 ms [2021-01-22 04:25:06 main:574] : INFO : Epoch 1828 | loss: 0.0311775 | val_loss: 0.0311816 | Time: 2048.31 ms [2021-01-22 04:25:08 main:574] : INFO : Epoch 1829 | loss: 0.0311765 | val_loss: 0.0311827 | Time: 2069.53 ms [2021-01-22 04:25:11 main:574] : INFO : Epoch 1830 | loss: 0.031176 | val_loss: 0.0311829 | Time: 2110.69 ms [2021-01-22 04:25:13 main:574] : INFO : Epoch 1831 | loss: 0.0311759 | val_loss: 0.0311836 | Time: 1917.64 ms [2021-01-22 04:25:15 main:574] : INFO : Epoch 1832 | loss: 0.0311758 | val_loss: 0.0311828 | Time: 1968.08 ms [2021-01-22 04:25:17 main:574] : INFO : Epoch 1833 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 2045.97 ms [2021-01-22 04:25:19 main:574] : INFO : Epoch 1834 | loss: 0.0311755 | val_loss: 0.0311823 | Time: 2131.84 ms [2021-01-22 04:25:21 main:574] : INFO : Epoch 1835 | loss: 0.0311763 | val_loss: 0.0311811 | Time: 2017.82 ms [2021-01-22 04:25:23 main:574] : INFO : Epoch 1836 | loss: 0.0311752 | val_loss: 0.0311831 | Time: 2160.9 ms [2021-01-22 04:25:25 main:574] : INFO : Epoch 1837 | loss: 0.031176 | val_loss: 0.0311821 | Time: 1940.76 ms [2021-01-22 04:25:27 main:574] : INFO : Epoch 1838 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 1988.18 ms [2021-01-22 04:25:29 main:574] : INFO : Epoch 1839 | loss: 0.0311755 | val_loss: 0.0311823 | Time: 1950.04 ms [2021-01-22 04:25:31 main:574] : INFO : Epoch 1840 | loss: 0.031177 | val_loss: 0.0311824 | Time: 1910.52 ms [2021-01-22 04:25:33 main:574] : INFO : Epoch 1841 | loss: 0.031177 | val_loss: 0.0311804 | Time: 1959.84 ms [2021-01-22 04:25:35 main:574] : INFO : Epoch 1842 | loss: 0.0311773 | val_loss: 0.031188 | Time: 2018.09 ms [2021-01-22 04:25:37 main:574] : INFO : Epoch 1843 | loss: 0.031177 | val_loss: 0.0311842 | Time: 1981.95 ms [2021-01-22 04:25:39 main:574] : INFO : Epoch 1844 | loss: 0.0311756 | val_loss: 0.0311842 | Time: 1893.15 ms [2021-01-22 04:25:41 main:574] : INFO : Epoch 1845 | loss: 0.031176 | val_loss: 0.0311822 | Time: 1919.88 ms [2021-01-22 04:25:43 main:574] : INFO : Epoch 1846 | loss: 0.0311763 | val_loss: 0.03118 | Time: 2052.65 ms [2021-01-22 04:25:45 main:574] : INFO : Epoch 1847 | loss: 0.0311755 | val_loss: 0.0311828 | Time: 1961.86 ms [2021-01-22 04:25:47 main:574] : INFO : Epoch 1848 | loss: 0.0311762 | val_loss: 0.0311803 | Time: 2034.1 ms [2021-01-22 04:25:49 main:574] : INFO : Epoch 1849 | loss: 0.031175 | val_loss: 0.0311808 | Time: 2102.46 ms [2021-01-22 04:25:51 main:574] : INFO : Epoch 1850 | loss: 0.0311751 | val_loss: 0.0311807 | Time: 1989 ms [2021-01-22 04:25:53 main:574] : INFO : Epoch 1851 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 1923.9 ms [2021-01-22 04:25:55 main:574] : INFO : Epoch 1852 | loss: 0.031175 | val_loss: 0.0311809 | Time: 1921.66 ms [2021-01-22 04:25:57 main:574] : INFO : Epoch 1853 | loss: 0.0311756 | val_loss: 0.0311794 | Time: 1916.79 ms [2021-01-22 04:25:59 main:574] : INFO : Epoch 1854 | loss: 0.0311755 | val_loss: 0.0311815 | Time: 1990.93 ms [2021-01-22 04:26:01 main:574] : INFO : Epoch 1855 | loss: 0.0311755 | val_loss: 0.031182 | Time: 1980.31 ms [2021-01-22 04:26:03 main:574] : INFO : Epoch 1856 | loss: 0.0311768 | val_loss: 0.0311821 | Time: 1881.35 ms [2021-01-22 04:26:05 main:574] : INFO : Epoch 1857 | loss: 0.0311772 | val_loss: 0.031181 | Time: 1875.48 ms [2021-01-22 04:26:07 main:574] : INFO : Epoch 1858 | loss: 0.0311763 | val_loss: 0.0311819 | Time: 1937.99 ms [2021-01-22 04:26:09 main:574] : INFO : Epoch 1859 | loss: 0.0311761 | val_loss: 0.0311797 | Time: 2021.98 ms [2021-01-22 04:26:11 main:574] : INFO : Epoch 1860 | loss: 0.0311753 | val_loss: 0.0311807 | Time: 1877.34 ms [2021-01-22 04:26:13 main:574] : INFO : Epoch 1861 | loss: 0.0311749 | val_loss: 0.0311814 | Time: 1949.53 ms [2021-01-22 04:26:15 main:574] : INFO : Epoch 1862 | loss: 0.0311753 | val_loss: 0.0311806 | Time: 2009.68 ms [2021-01-22 04:26:17 main:574] : INFO : Epoch 1863 | loss: 0.0311748 | val_loss: 0.0311813 | Time: 2103.8 ms [2021-01-22 04:26:19 main:574] : INFO : Epoch 1864 | loss: 0.0311746 | val_loss: 0.0311816 | Time: 1957.8 ms [2021-01-22 04:26:21 main:574] : INFO : Epoch 1865 | loss: 0.0311741 | val_loss: 0.0311809 | Time: 1851.64 ms [2021-01-22 04:26:23 main:574] : INFO : Epoch 1866 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 1981.81 ms [2021-01-22 04:26:25 main:574] : INFO : Epoch 1867 | loss: 0.0311744 | val_loss: 0.0311831 | Time: 1878.6 ms [2021-01-22 04:26:27 main:574] : INFO : Epoch 1868 | loss: 0.0311761 | val_loss: 0.0311829 | Time: 2091.33 ms [2021-01-22 04:26:29 main:574] : INFO : Epoch 1869 | loss: 0.0311753 | val_loss: 0.0311807 | Time: 1912.19 ms [2021-01-22 04:26:31 main:574] : INFO : Epoch 1870 | loss: 0.0311741 | val_loss: 0.031182 | Time: 1909.23 ms [2021-01-22 04:26:33 main:574] : INFO : Epoch 1871 | loss: 0.031175 | val_loss: 0.0311814 | Time: 1990.5 ms [2021-01-22 04:26:35 main:574] : INFO : Epoch 1872 | loss: 0.0311743 | val_loss: 0.0311839 | Time: 1933.64 ms [2021-01-22 04:26:37 main:574] : INFO : Epoch 1873 | loss: 0.0311775 | val_loss: 0.0311857 | Time: 1933.8 ms [2021-01-22 04:26:38 main:574] : INFO : Epoch 1874 | loss: 0.0311758 | val_loss: 0.0311825 | Time: 1869.1 ms [2021-01-22 04:26:41 main:574] : INFO : Epoch 1875 | loss: 0.0311751 | val_loss: 0.0311855 | Time: 2054.09 ms [2021-01-22 04:26:43 main:574] : INFO : Epoch 1876 | loss: 0.0311755 | val_loss: 0.0311815 | Time: 1998.4 ms [2021-01-22 04:26:45 main:574] : INFO : Epoch 1877 | loss: 0.0311778 | val_loss: 0.031186 | Time: 2051.52 ms [2021-01-22 04:26:47 main:574] : INFO : Epoch 1878 | loss: 0.0311765 | val_loss: 0.0311806 | Time: 1865.88 ms [2021-01-22 04:26:49 main:574] : INFO : Epoch 1879 | loss: 0.0311746 | val_loss: 0.031181 | Time: 2027.72 ms [2021-01-22 04:26:51 main:574] : INFO : Epoch 1880 | loss: 0.031175 | val_loss: 0.0311799 | Time: 2022.68 ms [2021-01-22 04:26:53 main:574] : INFO : Epoch 1881 | loss: 0.0311749 | val_loss: 0.0311813 | Time: 1941.25 ms [2021-01-22 04:26:55 main:574] : INFO : Epoch 1882 | loss: 0.0311746 | val_loss: 0.0311802 | Time: 1911.01 ms [2021-01-22 04:26:57 main:574] : INFO : Epoch 1883 | loss: 0.031175 | val_loss: 0.0311849 | Time: 1938.79 ms [2021-01-22 04:26:58 main:574] : INFO : Epoch 1884 | loss: 0.0311751 | val_loss: 0.0311796 | Time: 1898.59 ms [2021-01-22 04:27:00 main:574] : INFO : Epoch 1885 | loss: 0.0311747 | val_loss: 0.0311846 | Time: 1947.69 ms [2021-01-22 04:27:02 main:574] : INFO : Epoch 1886 | loss: 0.0311746 | val_loss: 0.0311806 | Time: 1946.49 ms [2021-01-22 04:27:04 main:574] : INFO : Epoch 1887 | loss: 0.0311739 | val_loss: 0.031181 | Time: 1998 ms [2021-01-22 04:27:06 main:574] : INFO : Epoch 1888 | loss: 0.031174 | val_loss: 0.0311816 | Time: 2023.63 ms [2021-01-22 04:27:09 main:574] : INFO : Epoch 1889 | loss: 0.0311743 | val_loss: 0.0311809 | Time: 2064.21 ms [2021-01-22 04:27:10 main:574] : INFO : Epoch 1890 | loss: 0.0311735 | val_loss: 0.03118 | Time: 1889.6 ms [2021-01-22 04:27:13 main:574] : INFO : Epoch 1891 | loss: 0.0311758 | val_loss: 0.0311809 | Time: 2107.13 ms [2021-01-22 04:27:15 main:574] : INFO : Epoch 1892 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 2081.23 ms [2021-01-22 04:27:17 main:574] : INFO : Epoch 1893 | loss: 0.0311764 | val_loss: 0.0311807 | Time: 1888.49 ms [2021-01-22 04:27:19 main:574] : INFO : Epoch 1894 | loss: 0.0311772 | val_loss: 0.0311807 | Time: 1986.51 ms [2021-01-22 04:27:21 main:574] : INFO : Epoch 1895 | loss: 0.0311758 | val_loss: 0.0311803 | Time: 1890.48 ms [2021-01-22 04:27:23 main:574] : INFO : Epoch 1896 | loss: 0.0311756 | val_loss: 0.0311801 | Time: 2019.1 ms [2021-01-22 04:27:25 main:574] : INFO : Epoch 1897 | loss: 0.0311769 | val_loss: 0.0311814 | Time: 1999.17 ms [2021-01-22 04:27:27 main:574] : INFO : Epoch 1898 | loss: 0.0311765 | val_loss: 0.0311804 | Time: 1922.83 ms [2021-01-22 04:27:29 main:574] : INFO : Epoch 1899 | loss: 0.0311756 | val_loss: 0.0311809 | Time: 1960.44 ms [2021-01-22 04:27:31 main:574] : INFO : Epoch 1900 | loss: 0.0311759 | val_loss: 0.0311804 | Time: 2024.98 ms [2021-01-22 04:27:33 main:574] : INFO : Epoch 1901 | loss: 0.031176 | val_loss: 0.0311814 | Time: 1889.95 ms [2021-01-22 04:27:34 main:574] : INFO : Epoch 1902 | loss: 0.0311769 | val_loss: 0.0311814 | Time: 1915.04 ms [2021-01-22 04:27:37 main:574] : INFO : Epoch 1903 | loss: 0.0311761 | val_loss: 0.0311802 | Time: 2010.39 ms [2021-01-22 04:27:38 main:574] : INFO : Epoch 1904 | loss: 0.0311757 | val_loss: 0.0311799 | Time: 1924.11 ms [2021-01-22 04:27:40 main:574] : INFO : Epoch 1905 | loss: 0.0311761 | val_loss: 0.0311777 | Time: 1899.38 ms [2021-01-22 04:27:42 main:574] : INFO : Epoch 1906 | loss: 0.0311772 | val_loss: 0.0311818 | Time: 1868.23 ms [2021-01-22 04:27:44 main:574] : INFO : Epoch 1907 | loss: 0.0311779 | val_loss: 0.0311813 | Time: 1895.9 ms [2021-01-22 04:27:46 main:574] : INFO : Epoch 1908 | loss: 0.0311766 | val_loss: 0.0311798 | Time: 1865.62 ms [2021-01-22 04:27:48 main:574] : INFO : Epoch 1909 | loss: 0.0311758 | val_loss: 0.0311785 | Time: 1898.65 ms [2021-01-22 04:27:50 main:574] : INFO : Epoch 1910 | loss: 0.031177 | val_loss: 0.0311824 | Time: 1968.05 ms [2021-01-22 04:27:52 main:574] : INFO : Epoch 1911 | loss: 0.0311762 | val_loss: 0.0311801 | Time: 1907.68 ms [2021-01-22 04:27:54 main:574] : INFO : Epoch 1912 | loss: 0.0311759 | val_loss: 0.0311806 | Time: 1913.1 ms [2021-01-22 04:27:56 main:574] : INFO : Epoch 1913 | loss: 0.0311756 | val_loss: 0.0311809 | Time: 1941.59 ms [2021-01-22 04:27:58 main:574] : INFO : Epoch 1914 | loss: 0.0311754 | val_loss: 0.0311804 | Time: 1900.86 ms [2021-01-22 04:28:00 main:574] : INFO : Epoch 1915 | loss: 0.0311751 | val_loss: 0.0311821 | Time: 1996.92 ms [2021-01-22 04:28:02 main:574] : INFO : Epoch 1916 | loss: 0.0311775 | val_loss: 0.0311804 | Time: 1875.42 ms [2021-01-22 04:28:04 main:574] : INFO : Epoch 1917 | loss: 0.0311794 | val_loss: 0.0311799 | Time: 1936.06 ms [2021-01-22 04:28:06 main:574] : INFO : Epoch 1918 | loss: 0.0311781 | val_loss: 0.0311792 | Time: 1961 ms [2021-01-22 04:28:08 main:574] : INFO : Epoch 1919 | loss: 0.0311783 | val_loss: 0.0311789 | Time: 2095.43 ms [2021-01-22 04:28:10 main:574] : INFO : Epoch 1920 | loss: 0.031178 | val_loss: 0.0311814 | Time: 1893.46 ms [2021-01-22 04:28:12 main:574] : INFO : Epoch 1921 | loss: 0.0311772 | val_loss: 0.0311788 | Time: 1887.35 ms [2021-01-22 04:28:13 main:574] : INFO : Epoch 1922 | loss: 0.0311766 | val_loss: 0.0311814 | Time: 1898.09 ms [2021-01-22 04:28:15 main:574] : INFO : Epoch 1923 | loss: 0.0311779 | val_loss: 0.0311791 | Time: 1975.08 ms [2021-01-22 04:28:18 main:574] : INFO : Epoch 1924 | loss: 0.0311768 | val_loss: 0.0311791 | Time: 2074.35 ms [2021-01-22 04:28:20 main:574] : INFO : Epoch 1925 | loss: 0.0311768 | val_loss: 0.0311794 | Time: 2039.66 ms [2021-01-22 04:28:22 main:574] : INFO : Epoch 1926 | loss: 0.0311777 | val_loss: 0.0311782 | Time: 1915.12 ms [2021-01-22 04:28:24 main:574] : INFO : Epoch 1927 | loss: 0.0311773 | val_loss: 0.0311795 | Time: 1955.61 ms [2021-01-22 04:28:26 main:574] : INFO : Epoch 1928 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 2004.36 ms [2021-01-22 04:28:28 main:574] : INFO : Epoch 1929 | loss: 0.031176 | val_loss: 0.0311786 | Time: 1965.8 ms [2021-01-22 04:28:30 main:574] : INFO : Epoch 1930 | loss: 0.0311758 | val_loss: 0.0311788 | Time: 1959.31 ms [2021-01-22 04:28:32 main:574] : INFO : Epoch 1931 | loss: 0.0311777 | val_loss: 0.0311801 | Time: 1972.42 ms [2021-01-22 04:28:34 main:574] : INFO : Epoch 1932 | loss: 0.0311806 | val_loss: 0.0311795 | Time: 2025.19 ms [2021-01-22 04:28:36 main:574] : INFO : Epoch 1933 | loss: 0.0311794 | val_loss: 0.0311803 | Time: 2071.77 ms [2021-01-22 04:28:38 main:574] : INFO : Epoch 1934 | loss: 0.0311797 | val_loss: 0.0311806 | Time: 2111.53 ms [2021-01-22 04:28:40 main:574] : INFO : Epoch 1935 | loss: 0.0311785 | val_loss: 0.03118 | Time: 1964.08 ms [2021-01-22 04:28:42 main:574] : INFO : Epoch 1936 | loss: 0.0311806 | val_loss: 0.0311838 | Time: 1922.53 ms [2021-01-22 04:28:44 main:574] : INFO : Epoch 1937 | loss: 0.0311806 | val_loss: 0.0311882 | Time: 1931.38 ms [2021-01-22 04:28:46 main:574] : INFO : Epoch 1938 | loss: 0.0311805 | val_loss: 0.0311819 | Time: 2065.78 ms [2021-01-22 04:28:48 main:574] : INFO : Epoch 1939 | loss: 0.0311798 | val_loss: 0.0311898 | Time: 1922.88 ms [2021-01-22 04:28:50 main:574] : INFO : Epoch 1940 | loss: 0.0311827 | val_loss: 0.0311801 | Time: 2069.4 ms [2021-01-22 04:28:52 main:574] : INFO : Epoch 1941 | loss: 0.0311786 | val_loss: 0.0311822 | Time: 1944.66 ms [2021-01-22 04:28:54 main:574] : INFO : Epoch 1942 | loss: 0.0311791 | val_loss: 0.0311798 | Time: 2063.59 ms [2021-01-22 04:28:56 main:574] : INFO : Epoch 1943 | loss: 0.0311769 | val_loss: 0.0311805 | Time: 2027.19 ms [2021-01-22 04:28:58 main:574] : INFO : Epoch 1944 | loss: 0.0311772 | val_loss: 0.0311806 | Time: 1902.13 ms [2021-01-22 04:29:00 main:574] : INFO : Epoch 1945 | loss: 0.0311773 | val_loss: 0.0311793 | Time: 1911.17 ms [2021-01-22 04:29:02 main:574] : INFO : Epoch 1946 | loss: 0.031179 | val_loss: 0.0311786 | Time: 1903.94 ms [2021-01-22 04:29:04 main:574] : INFO : Epoch 1947 | loss: 0.0311792 | val_loss: 0.0311828 | Time: 1916.84 ms [2021-01-22 04:29:06 main:574] : INFO : Epoch 1948 | loss: 0.0311799 | val_loss: 0.0311787 | Time: 2040.98 ms [2021-01-22 04:29:08 main:574] : INFO : Epoch 1949 | loss: 0.0311781 | val_loss: 0.0311782 | Time: 1940.26 ms [2021-01-22 04:29:10 main:574] : INFO : Epoch 1950 | loss: 0.031178 | val_loss: 0.0311803 | Time: 1899.44 ms [2021-01-22 04:29:12 main:574] : INFO : Epoch 1951 | loss: 0.0311777 | val_loss: 0.0311779 | Time: 1911.7 ms [2021-01-22 04:29:14 main:574] : INFO : Epoch 1952 | loss: 0.0311772 | val_loss: 0.0311788 | Time: 1877.79 ms [2021-01-22 04:29:16 main:574] : INFO : Epoch 1953 | loss: 0.0311775 | val_loss: 0.0311776 | Time: 1906.24 ms [2021-01-22 04:29:18 main:574] : INFO : Epoch 1954 | loss: 0.0311768 | val_loss: 0.0311776 | Time: 2052.45 ms [2021-01-22 04:29:20 main:574] : INFO : Epoch 1955 | loss: 0.0311775 | val_loss: 0.0311807 | Time: 1886.96 ms [2021-01-22 04:29:21 main:574] : INFO : Epoch 1956 | loss: 0.0311786 | val_loss: 0.0311807 | Time: 1898.87 ms [2021-01-22 04:29:23 main:574] : INFO : Epoch 1957 | loss: 0.0311764 | val_loss: 0.0311772 | Time: 1927.67 ms [2021-01-22 04:29:25 main:574] : INFO : Epoch 1958 | loss: 0.0311795 | val_loss: 0.0311802 | Time: 1860.78 ms [2021-01-22 04:29:27 main:574] : INFO : Epoch 1959 | loss: 0.0311768 | val_loss: 0.0311772 | Time: 1999.57 ms [2021-01-22 04:29:29 main:574] : INFO : Epoch 1960 | loss: 0.0311753 | val_loss: 0.0311769 | Time: 1957.01 ms [2021-01-22 04:29:31 main:574] : INFO : Epoch 1961 | loss: 0.0311752 | val_loss: 0.0311783 | Time: 1915.38 ms [2021-01-22 04:29:33 main:574] : INFO : Epoch 1962 | loss: 0.0311753 | val_loss: 0.0311776 | Time: 1906.57 ms [2021-01-22 04:29:35 main:574] : INFO : Epoch 1963 | loss: 0.0311753 | val_loss: 0.0311781 | Time: 2002.32 ms [2021-01-22 04:29:37 main:574] : INFO : Epoch 1964 | loss: 0.031176 | val_loss: 0.0311797 | Time: 1906.62 ms [2021-01-22 04:29:39 main:574] : INFO : Epoch 1965 | loss: 0.0311759 | val_loss: 0.0311769 | Time: 2052.09 ms [2021-01-22 04:29:41 main:574] : INFO : Epoch 1966 | loss: 0.0311755 | val_loss: 0.0311773 | Time: 2153.06 ms [2021-01-22 04:29:43 main:574] : INFO : Epoch 1967 | loss: 0.0311753 | val_loss: 0.0311777 | Time: 1973.12 ms [2021-01-22 04:29:45 main:574] : INFO : Epoch 1968 | loss: 0.0311763 | val_loss: 0.0311783 | Time: 2002.71 ms [2021-01-22 04:29:47 main:574] : INFO : Epoch 1969 | loss: 0.0311751 | val_loss: 0.031178 | Time: 1922.33 ms [2021-01-22 04:29:49 main:574] : INFO : Epoch 1970 | loss: 0.0311751 | val_loss: 0.0311777 | Time: 1871.33 ms [2021-01-22 04:29:51 main:574] : INFO : Epoch 1971 | loss: 0.0311777 | val_loss: 0.0311825 | Time: 1964.94 ms [2021-01-22 04:29:53 main:574] : INFO : Epoch 1972 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 2000.15 ms [2021-01-22 04:29:55 main:574] : INFO : Epoch 1973 | loss: 0.0311751 | val_loss: 0.0311785 | Time: 1901.17 ms [2021-01-22 04:29:57 main:574] : INFO : Epoch 1974 | loss: 0.0311755 | val_loss: 0.031178 | Time: 2057.25 ms [2021-01-22 04:29:59 main:574] : INFO : Epoch 1975 | loss: 0.0311752 | val_loss: 0.0311774 | Time: 1966.77 ms [2021-01-22 04:30:01 main:574] : INFO : Epoch 1976 | loss: 0.0311747 | val_loss: 0.0311781 | Time: 2059.39 ms [2021-01-22 04:30:03 main:574] : INFO : Epoch 1977 | loss: 0.0311745 | val_loss: 0.0311774 | Time: 1936.98 ms [2021-01-22 04:30:05 main:574] : INFO : Epoch 1978 | loss: 0.0311746 | val_loss: 0.0311834 | Time: 2039.61 ms [2021-01-22 04:30:08 main:574] : INFO : Epoch 1979 | loss: 0.031176 | val_loss: 0.0311769 | Time: 2060.8 ms [2021-01-22 04:30:09 main:574] : INFO : Epoch 1980 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 1890.97 ms [2021-01-22 04:30:12 main:574] : INFO : Epoch 1981 | loss: 0.0311751 | val_loss: 0.0311767 | Time: 2052.48 ms [2021-01-22 04:30:13 main:574] : INFO : Epoch 1982 | loss: 0.0311754 | val_loss: 0.0311829 | Time: 1898.31 ms [2021-01-22 04:30:15 main:574] : INFO : Epoch 1983 | loss: 0.0311752 | val_loss: 0.0311785 | Time: 1874.07 ms [2021-01-22 04:30:17 main:574] : INFO : Epoch 1984 | loss: 0.0311751 | val_loss: 0.0311766 | Time: 2001.35 ms [2021-01-22 04:30:19 main:574] : INFO : Epoch 1985 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 2019.3 ms [2021-01-22 04:30:22 main:574] : INFO : Epoch 1986 | loss: 0.0311738 | val_loss: 0.031178 | Time: 2046.5 ms [2021-01-22 04:30:24 main:574] : INFO : Epoch 1987 | loss: 0.0311744 | val_loss: 0.0311773 | Time: 2105.66 ms [2021-01-22 04:30:26 main:574] : INFO : Epoch 1988 | loss: 0.0311739 | val_loss: 0.0311777 | Time: 1906.43 ms [2021-01-22 04:30:28 main:574] : INFO : Epoch 1989 | loss: 0.031175 | val_loss: 0.0311774 | Time: 2104.33 ms [2021-01-22 04:30:30 main:574] : INFO : Epoch 1990 | loss: 0.0311742 | val_loss: 0.031178 | Time: 1864.69 ms [2021-01-22 04:30:32 main:574] : INFO : Epoch 1991 | loss: 0.0311763 | val_loss: 0.0311845 | Time: 1942.27 ms [2021-01-22 04:30:34 main:574] : INFO : Epoch 1992 | loss: 0.0311747 | val_loss: 0.0311766 | Time: 1949.14 ms [2021-01-22 04:30:36 main:574] : INFO : Epoch 1993 | loss: 0.0311747 | val_loss: 0.0311752 | Time: 1886.22 ms [2021-01-22 04:30:38 main:574] : INFO : Epoch 1994 | loss: 0.0311749 | val_loss: 0.0311767 | Time: 1991.85 ms [2021-01-22 04:30:40 main:574] : INFO : Epoch 1995 | loss: 0.0311748 | val_loss: 0.0311772 | Time: 2080.47 ms [2021-01-22 04:30:42 main:574] : INFO : Epoch 1996 | loss: 0.0311744 | val_loss: 0.0311772 | Time: 1943.91 ms [2021-01-22 04:30:43 main:574] : INFO : Epoch 1997 | loss: 0.0311753 | val_loss: 0.031178 | Time: 1891.55 ms [2021-01-22 04:30:45 main:574] : INFO : Epoch 1998 | loss: 0.0311767 | val_loss: 0.0311766 | Time: 1911.53 ms [2021-01-22 04:30:47 main:574] : INFO : Epoch 1999 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 1880.53 ms [2021-01-22 04:30:49 main:574] : INFO : Epoch 2000 | loss: 0.0311761 | val_loss: 0.0311757 | Time: 2036.73 ms [2021-01-22 04:30:51 main:574] : INFO : Epoch 2001 | loss: 0.031175 | val_loss: 0.0311769 | Time: 1870.35 ms [2021-01-22 04:30:53 main:574] : INFO : Epoch 2002 | loss: 0.0311749 | val_loss: 0.0311759 | Time: 1927.03 ms [2021-01-22 04:30:55 main:574] : INFO : Epoch 2003 | loss: 0.0311744 | val_loss: 0.0311762 | Time: 1861.44 ms [2021-01-22 04:30:57 main:574] : INFO : Epoch 2004 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 2069.37 ms [2021-01-22 04:30:59 main:574] : INFO : Epoch 2005 | loss: 0.0311744 | val_loss: 0.0311768 | Time: 1921.39 ms [2021-01-22 04:31:01 main:574] : INFO : Epoch 2006 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 1902.48 ms [2021-01-22 04:31:03 main:574] : INFO : Epoch 2007 | loss: 0.031176 | val_loss: 0.0311771 | Time: 1920.66 ms [2021-01-22 04:31:05 main:574] : INFO : Epoch 2008 | loss: 0.0311738 | val_loss: 0.0311768 | Time: 1951.28 ms [2021-01-22 04:31:07 main:574] : INFO : Epoch 2009 | loss: 0.031174 | val_loss: 0.0311775 | Time: 1905.73 ms [2021-01-22 04:31:09 main:574] : INFO : Epoch 2010 | loss: 0.0311736 | val_loss: 0.031177 | Time: 1965.49 ms [2021-01-22 04:31:11 main:574] : INFO : Epoch 2011 | loss: 0.0311729 | val_loss: 0.0311778 | Time: 1878.18 ms [2021-01-22 04:31:13 main:574] : INFO : Epoch 2012 | loss: 0.0311742 | val_loss: 0.0311818 | Time: 2032.14 ms [2021-01-22 04:31:15 main:574] : INFO : Epoch 2013 | loss: 0.0311746 | val_loss: 0.031178 | Time: 1876.88 ms [2021-01-22 04:31:17 main:574] : INFO : Epoch 2014 | loss: 0.0311737 | val_loss: 0.0311778 | Time: 1935.11 ms [2021-01-22 04:31:19 main:574] : INFO : Epoch 2015 | loss: 0.0311746 | val_loss: 0.0311764 | Time: 1971.37 ms [2021-01-22 04:31:21 main:574] : INFO : Epoch 2016 | loss: 0.0311746 | val_loss: 0.0311762 | Time: 1908.65 ms [2021-01-22 04:31:23 main:574] : INFO : Epoch 2017 | loss: 0.0311748 | val_loss: 0.0311786 | Time: 1866 ms [2021-01-22 04:31:25 main:574] : INFO : Epoch 2018 | loss: 0.0311759 | val_loss: 0.0311767 | Time: 1873.66 ms [2021-01-22 04:31:27 main:574] : INFO : Epoch 2019 | loss: 0.0311765 | val_loss: 0.0311791 | Time: 1982.57 ms [2021-01-22 04:31:29 main:574] : INFO : Epoch 2020 | loss: 0.0311757 | val_loss: 0.0311782 | Time: 2144.28 ms [2021-01-22 04:31:31 main:574] : INFO : Epoch 2021 | loss: 0.0311758 | val_loss: 0.0311792 | Time: 1901.91 ms [2021-01-22 04:31:33 main:574] : INFO : Epoch 2022 | loss: 0.0311765 | val_loss: 0.0311789 | Time: 1871.96 ms [2021-01-22 04:31:34 main:574] : INFO : Epoch 2023 | loss: 0.0311778 | val_loss: 0.0311825 | Time: 1882.37 ms [2021-01-22 04:31:36 main:574] : INFO : Epoch 2024 | loss: 0.0311802 | val_loss: 0.0311862 | Time: 1928.14 ms [2021-01-22 04:31:39 main:574] : INFO : Epoch 2025 | loss: 0.03118 | val_loss: 0.0311824 | Time: 2014.45 ms [2021-01-22 04:31:40 main:574] : INFO : Epoch 2026 | loss: 0.0311795 | val_loss: 0.0311804 | Time: 1919.07 ms [2021-01-22 04:31:42 main:574] : INFO : Epoch 2027 | loss: 0.0311774 | val_loss: 0.0311789 | Time: 1889.45 ms [2021-01-22 04:31:44 main:574] : INFO : Epoch 2028 | loss: 0.0311773 | val_loss: 0.0311822 | Time: 2075.24 ms [2021-01-22 04:31:46 main:574] : INFO : Epoch 2029 | loss: 0.0311782 | val_loss: 0.0311777 | Time: 1885.4 ms [2021-01-22 04:31:48 main:574] : INFO : Epoch 2030 | loss: 0.0311754 | val_loss: 0.0311774 | Time: 1986.43 ms [2021-01-22 04:31:50 main:574] : INFO : Epoch 2031 | loss: 0.0311748 | val_loss: 0.0311779 | Time: 1911.43 ms [2021-01-22 04:31:52 main:574] : INFO : Epoch 2032 | loss: 0.0311743 | val_loss: 0.031178 | Time: 1901.59 ms [2021-01-22 04:31:54 main:574] : INFO : Epoch 2033 | loss: 0.0311739 | val_loss: 0.0311773 | Time: 1911.3 ms [2021-01-22 04:31:56 main:574] : INFO : Epoch 2034 | loss: 0.0311737 | val_loss: 0.031181 | Time: 1960.74 ms [2021-01-22 04:31:58 main:574] : INFO : Epoch 2035 | loss: 0.0311743 | val_loss: 0.0311771 | Time: 1939.72 ms [2021-01-22 04:32:00 main:574] : INFO : Epoch 2036 | loss: 0.0311748 | val_loss: 0.0311778 | Time: 1984.23 ms [2021-01-22 04:32:02 main:574] : INFO : Epoch 2037 | loss: 0.0311745 | val_loss: 0.031177 | Time: 1934.75 ms [2021-01-22 04:32:04 main:574] : INFO : Epoch 2038 | loss: 0.0311743 | val_loss: 0.0311775 | Time: 1865.26 ms [2021-01-22 04:32:06 main:574] : INFO : Epoch 2039 | loss: 0.0311741 | val_loss: 0.031177 | Time: 1999.89 ms [2021-01-22 04:32:08 main:574] : INFO : Epoch 2040 | loss: 0.0311745 | val_loss: 0.0311768 | Time: 1871.16 ms [2021-01-22 04:32:10 main:574] : INFO : Epoch 2041 | loss: 0.0311735 | val_loss: 0.0311768 | Time: 2033.76 ms [2021-01-22 04:32:12 main:574] : INFO : Epoch 2042 | loss: 0.031174 | val_loss: 0.031177 | Time: 1892.57 ms [2021-01-22 04:32:14 main:574] : INFO : Epoch 2043 | loss: 0.0311739 | val_loss: 0.0311774 | Time: 1939.11 ms [2021-01-22 04:32:16 main:574] : INFO : Epoch 2044 | loss: 0.0311736 | val_loss: 0.0311769 | Time: 1943.57 ms [2021-01-22 04:32:18 main:574] : INFO : Epoch 2045 | loss: 0.0311749 | val_loss: 0.0311765 | Time: 1888.41 ms [2021-01-22 04:32:20 main:574] : INFO : Epoch 2046 | loss: 0.0311744 | val_loss: 0.0311766 | Time: 1901.39 ms [2021-01-22 04:32:22 main:574] : INFO : Epoch 2047 | loss: 0.0311734 | val_loss: 0.0311762 | Time: 1904.37 ms [2021-01-22 04:32:24 main:574] : INFO : Epoch 2048 | loss: 0.0311733 | val_loss: 0.031178 | Time: 1878.86 ms [2021-01-22 04:32:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031178 [2021-01-22 04:32:24 main:603] : INFO : Saving end state to config to file [2021-01-22 04:32:24 main:608] : INFO : Success, exiting.. 04:32:24 (14136): 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)