Task 8451682
| Name | ParityModified-1634615839-26997-1_0 |
| Workunit | 5956014 |
| Created | 27 Oct 2021, 18:02:26 UTC |
| Sent | 1 Nov 2021, 11:43:29 UTC |
| Report deadline | 8 Nov 2021, 11:43:29 UTC |
| Received | 1 Nov 2021, 20:27:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 5 min 34 sec |
| CPU time | 1 hours 5 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 0:43 main:581] : INFO : Epoch 1538 | loss: 0.0311886 | val_loss: 0.0311902 | Time: 1939.59 ms [2021-11-01 15:10:45 main:581] : INFO : Epoch 1539 | loss: 0.0311873 | val_loss: 0.0311886 | Time: 1937.12 ms [2021-11-01 15:10:47 main:581] : INFO : Epoch 1540 | loss: 0.0311865 | val_loss: 0.0311888 | Time: 1935.04 ms [2021-11-01 15:10:49 main:581] : INFO : Epoch 1541 | loss: 0.031188 | val_loss: 0.0311895 | Time: 1935.78 ms [2021-11-01 15:10:50 main:581] : INFO : Epoch 1542 | loss: 0.0311876 | val_loss: 0.0311889 | Time: 1939.74 ms [2021-11-01 15:10:52 main:581] : INFO : Epoch 1543 | loss: 0.0311866 | val_loss: 0.0311884 | Time: 1943.54 ms [2021-11-01 15:10:54 main:581] : INFO : Epoch 1544 | loss: 0.0311861 | val_loss: 0.0311909 | Time: 1935.74 ms [2021-11-01 15:10:56 main:581] : INFO : Epoch 1545 | loss: 0.0311864 | val_loss: 0.0311909 | Time: 1935.15 ms [2021-11-01 15:10:58 main:581] : INFO : Epoch 1546 | loss: 0.0311867 | val_loss: 0.0311882 | Time: 1933.88 ms [2021-11-01 15:11:00 main:581] : INFO : Epoch 1547 | loss: 0.0311862 | val_loss: 0.0311867 | Time: 1954.82 ms [2021-11-01 15:11:02 main:581] : INFO : Epoch 1548 | loss: 0.0311852 | val_loss: 0.0311875 | Time: 1955.47 ms [2021-11-01 15:11:04 main:581] : INFO : Epoch 1549 | loss: 0.0311857 | val_loss: 0.0311879 | Time: 1960.04 ms [2021-11-01 15:11:06 main:581] : INFO : Epoch 1550 | loss: 0.0311856 | val_loss: 0.0311888 | Time: 1956.3 ms [2021-11-01 15:11:08 main:581] : INFO : Epoch 1551 | loss: 0.0311846 | val_loss: 0.0311905 | Time: 1965.18 ms [2021-11-01 15:11:10 main:581] : INFO : Epoch 1552 | loss: 0.0311858 | val_loss: 0.0311872 | Time: 1958.33 ms [2021-11-01 15:11:12 main:581] : INFO : Epoch 1553 | loss: 0.031187 | val_loss: 0.031189 | Time: 1944.86 ms [2021-11-01 15:11:14 main:581] : INFO : Epoch 1554 | loss: 0.0311882 | val_loss: 0.0311867 | Time: 1937.58 ms [2021-11-01 15:11:16 main:581] : INFO : Epoch 1555 | loss: 0.0311872 | val_loss: 0.0311869 | Time: 1960.42 ms [2021-11-01 15:11:18 main:581] : INFO : Epoch 1556 | loss: 0.0311859 | val_loss: 0.0311865 | Time: 1944.67 ms [2021-11-01 15:11:20 main:581] : INFO : Epoch 1557 | loss: 0.0311856 | val_loss: 0.0311904 | Time: 1943.56 ms [2021-11-01 15:11:22 main:581] : INFO : Epoch 1558 | loss: 0.0311875 | val_loss: 0.0311904 | Time: 1950.75 ms [2021-11-01 15:11:24 main:581] : INFO : Epoch 1559 | loss: 0.0311864 | val_loss: 0.031189 | Time: 1938.76 ms [2021-11-01 15:11:26 main:581] : INFO : Epoch 1560 | loss: 0.0311858 | val_loss: 0.0311869 | Time: 1936.74 ms [2021-11-01 15:11:27 main:581] : INFO : Epoch 1561 | loss: 0.0311842 | val_loss: 0.0311877 | Time: 1942.99 ms [2021-11-01 15:11:29 main:581] : INFO : Epoch 1562 | loss: 0.0311851 | val_loss: 0.0311877 | Time: 1934.77 ms [2021-11-01 15:11:31 main:581] : INFO : Epoch 1563 | loss: 0.0311846 | val_loss: 0.0311874 | Time: 1948.23 ms [2021-11-01 15:11:33 main:581] : INFO : Epoch 1564 | loss: 0.0311852 | val_loss: 0.0311882 | Time: 1960.3 ms [2021-11-01 15:11:35 main:581] : INFO : Epoch 1565 | loss: 0.0311855 | val_loss: 0.0311898 | Time: 1941.15 ms [2021-11-01 15:11:37 main:581] : INFO : Epoch 1566 | loss: 0.0311853 | val_loss: 0.0311887 | Time: 1936.22 ms [2021-11-01 15:11:39 main:581] : INFO : Epoch 1567 | loss: 0.0311848 | val_loss: 0.0311864 | Time: 1945.11 ms [2021-11-01 15:11:41 main:581] : INFO : Epoch 1568 | loss: 0.0311831 | val_loss: 0.0311864 | Time: 1934.93 ms [2021-11-01 15:11:43 main:581] : INFO : Epoch 1569 | loss: 0.0311831 | val_loss: 0.0311866 | Time: 1921.05 ms [2021-11-01 15:11:45 main:581] : INFO : Epoch 1570 | loss: 0.0311825 | val_loss: 0.031187 | Time: 1919.71 ms [2021-11-01 15:11:47 main:581] : INFO : Epoch 1571 | loss: 0.0311821 | val_loss: 0.0311872 | Time: 1851.34 ms [2021-11-01 15:11:49 main:581] : INFO : Epoch 1572 | loss: 0.0311827 | val_loss: 0.0311883 | Time: 1938.39 ms [2021-11-01 15:11:51 main:581] : INFO : Epoch 1573 | loss: 0.0311833 | val_loss: 0.0311906 | Time: 1935.99 ms [2021-11-01 15:11:53 main:581] : INFO : Epoch 1574 | loss: 0.0311825 | val_loss: 0.0311867 | Time: 1944.37 ms [2021-11-01 15:11:54 main:581] : INFO : Epoch 1575 | loss: 0.0311829 | val_loss: 0.0311884 | Time: 1915.86 ms [2021-11-01 15:11:56 main:581] : INFO : Epoch 1576 | loss: 0.0311821 | val_loss: 0.031187 | Time: 1960.76 ms [2021-11-01 15:11:58 main:581] : INFO : Epoch 1577 | loss: 0.0311832 | val_loss: 0.0311908 | Time: 1931.25 ms [2021-11-01 15:12:00 main:581] : INFO : Epoch 1578 | loss: 0.0311831 | val_loss: 0.0311869 | Time: 1936.73 ms [2021-11-01 15:12:02 main:581] : INFO : Epoch 1579 | loss: 0.0311811 | val_loss: 0.0311893 | Time: 1932.53 ms [2021-11-01 15:12:04 main:581] : INFO : Epoch 1580 | loss: 0.0311826 | val_loss: 0.0311916 | Time: 1934.05 ms [2021-11-01 15:12:06 main:581] : INFO : Epoch 1581 | loss: 0.0311823 | val_loss: 0.0311883 | Time: 1868.28 ms [2021-11-01 15:12:08 main:581] : INFO : Epoch 1582 | loss: 0.0311817 | val_loss: 0.0311867 | Time: 1855.71 ms [2021-11-01 15:12:10 main:581] : INFO : Epoch 1583 | loss: 0.0311803 | val_loss: 0.0311875 | Time: 1875.11 ms [2021-11-01 15:12:12 main:581] : INFO : Epoch 1584 | loss: 0.0311798 | val_loss: 0.0311874 | Time: 1896.15 ms [2021-11-01 15:12:14 main:581] : INFO : Epoch 1585 | loss: 0.0311802 | val_loss: 0.0311881 | Time: 1853.82 ms [2021-11-01 15:12:15 main:581] : INFO : Epoch 1586 | loss: 0.0311795 | val_loss: 0.0311884 | Time: 1852.04 ms [2021-11-01 15:12:17 main:581] : INFO : Epoch 1587 | loss: 0.0311821 | val_loss: 0.0311902 | Time: 1858.37 ms [2021-11-01 15:12:19 main:581] : INFO : Epoch 1588 | loss: 0.0311823 | val_loss: 0.0311906 | Time: 1855.97 ms [2021-11-01 15:12:21 main:581] : INFO : Epoch 1589 | loss: 0.0311795 | val_loss: 0.03119 | Time: 1856.01 ms [2021-11-01 15:12:23 main:581] : INFO : Epoch 1590 | loss: 0.0311792 | val_loss: 0.0311891 | Time: 1854.79 ms [2021-11-01 15:12:25 main:581] : INFO : Epoch 1591 | loss: 0.0311791 | val_loss: 0.0311899 | Time: 1930.22 ms [2021-11-01 15:12:27 main:581] : INFO : Epoch 1592 | loss: 0.0311797 | val_loss: 0.0311882 | Time: 1934.58 ms [2021-11-01 15:12:29 main:581] : INFO : Epoch 1593 | loss: 0.0311799 | val_loss: 0.03119 | Time: 1933.53 ms [2021-11-01 15:12:30 main:581] : INFO : Epoch 1594 | loss: 0.0311803 | val_loss: 0.0311903 | Time: 1890.35 ms [2021-11-01 15:12:32 main:581] : INFO : Epoch 1595 | loss: 0.0311837 | val_loss: 0.0311883 | Time: 1892.13 ms [2021-11-01 15:12:34 main:581] : INFO : Epoch 1596 | loss: 0.0311875 | val_loss: 0.03119 | Time: 1904.25 ms [2021-11-01 15:12:36 main:581] : INFO : Epoch 1597 | loss: 0.0311861 | val_loss: 0.0311854 | Time: 1858.34 ms [2021-11-01 15:12:38 main:581] : INFO : Epoch 1598 | loss: 0.0311854 | val_loss: 0.0311851 | Time: 1857.76 ms [2021-11-01 15:12:40 main:581] : INFO : Epoch 1599 | loss: 0.0311846 | val_loss: 0.0311853 | Time: 1855.49 ms [2021-11-01 15:12:42 main:581] : INFO : Epoch 1600 | loss: 0.0311835 | val_loss: 0.0311863 | Time: 1925.18 ms [2021-11-01 15:12:44 main:581] : INFO : Epoch 1601 | loss: 0.0311828 | val_loss: 0.0311852 | Time: 1933.29 ms [2021-11-01 15:12:46 main:581] : INFO : Epoch 1602 | loss: 0.0311827 | val_loss: 0.0311849 | Time: 1934.35 ms [2021-11-01 15:12:48 main:581] : INFO : Epoch 1603 | loss: 0.0311833 | val_loss: 0.0311875 | Time: 1928.41 ms [2021-11-01 15:12:50 main:581] : INFO : Epoch 1604 | loss: 0.0311831 | val_loss: 0.0311856 | Time: 1918.84 ms [2021-11-01 15:12:51 main:581] : INFO : Epoch 1605 | loss: 0.0311832 | val_loss: 0.0311846 | Time: 1934.42 ms [2021-11-01 15:12:53 main:581] : INFO : Epoch 1606 | loss: 0.0311811 | val_loss: 0.0311846 | Time: 1937.55 ms [2021-11-01 15:12:55 main:581] : INFO : Epoch 1607 | loss: 0.0311813 | val_loss: 0.031185 | Time: 1933.21 ms [2021-11-01 15:12:57 main:581] : INFO : Epoch 1608 | loss: 0.0311806 | val_loss: 0.0311852 | Time: 1934.37 ms [2021-11-01 15:12:59 main:581] : INFO : Epoch 1609 | loss: 0.0311822 | val_loss: 0.0311849 | Time: 1947.37 ms [2021-11-01 15:13:01 main:581] : INFO : Epoch 1610 | loss: 0.0311809 | val_loss: 0.0311853 | Time: 1886.62 ms [2021-11-01 15:13:03 main:581] : INFO : Epoch 1611 | loss: 0.0311813 | val_loss: 0.031186 | Time: 1875.37 ms [2021-11-01 15:13:05 main:581] : INFO : Epoch 1612 | loss: 0.0311801 | val_loss: 0.0311847 | Time: 1924.92 ms [2021-11-01 15:13:07 main:581] : INFO : Epoch 1613 | loss: 0.0311798 | val_loss: 0.0311846 | Time: 1941.86 ms [2021-11-01 15:13:09 main:581] : INFO : Epoch 1614 | loss: 0.0311806 | val_loss: 0.0311869 | Time: 1896.36 ms [2021-11-01 15:13:11 main:581] : INFO : Epoch 1615 | loss: 0.0311828 | val_loss: 0.0311869 | Time: 1872.39 ms [2021-11-01 15:13:13 main:581] : INFO : Epoch 1616 | loss: 0.031181 | val_loss: 0.0311839 | Time: 1939.09 ms [2021-11-01 15:13:14 main:581] : INFO : Epoch 1617 | loss: 0.0311803 | val_loss: 0.0311843 | Time: 1949.04 ms [2021-11-01 15:13:16 main:581] : INFO : Epoch 1618 | loss: 0.0311799 | val_loss: 0.0311861 | Time: 1962.29 ms [2021-11-01 15:13:18 main:581] : INFO : Epoch 1619 | loss: 0.0311798 | val_loss: 0.0311847 | Time: 1953.31 ms [2021-11-01 15:13:20 main:581] : INFO : Epoch 1620 | loss: 0.0311804 | val_loss: 0.0311877 | Time: 1953.54 ms [2021-11-01 15:13:22 main:581] : INFO : Epoch 1621 | loss: 0.0311824 | val_loss: 0.031186 | Time: 1947.82 ms [2021-11-01 15:13:24 main:581] : INFO : Epoch 1622 | loss: 0.0311803 | val_loss: 0.0311891 | Time: 1966.17 ms [2021-11-01 15:13:26 main:581] : INFO : Epoch 1623 | loss: 0.0311794 | val_loss: 0.0311843 | Time: 1952.63 ms [2021-11-01 15:13:28 main:581] : INFO : Epoch 1624 | loss: 0.0311786 | val_loss: 0.0311835 | Time: 1968.7 ms [2021-11-01 15:13:30 main:581] : INFO : Epoch 1625 | loss: 0.0311791 | val_loss: 0.031185 | Time: 1933.98 ms [2021-11-01 15:13:32 main:581] : INFO : Epoch 1626 | loss: 0.0311783 | val_loss: 0.0311843 | Time: 1935.65 ms [2021-11-01 15:13:34 main:581] : INFO : Epoch 1627 | loss: 0.03118 | val_loss: 0.0311942 | Time: 1941.59 ms [2021-11-01 15:13:36 main:581] : INFO : Epoch 1628 | loss: 0.0311814 | val_loss: 0.0311862 | Time: 1955.84 ms [2021-11-01 15:13:38 main:581] : INFO : Epoch 1629 | loss: 0.0311785 | val_loss: 0.0311841 | Time: 1947.61 ms [2021-11-01 15:13:40 main:581] : INFO : Epoch 1630 | loss: 0.0311786 | val_loss: 0.0311851 | Time: 1952.68 ms [2021-11-01 15:13:42 main:581] : INFO : Epoch 1631 | loss: 0.0311785 | val_loss: 0.031186 | Time: 1972.83 ms [2021-11-01 15:13:44 main:581] : INFO : Epoch 1632 | loss: 0.031179 | val_loss: 0.0311868 | Time: 1948.3 ms [2021-11-01 15:13:46 main:581] : INFO : Epoch 1633 | loss: 0.0311776 | val_loss: 0.0311856 | Time: 1944.92 ms [2021-11-01 15:13:48 main:581] : INFO : Epoch 1634 | loss: 0.0311773 | val_loss: 0.0311854 | Time: 1949.39 ms [2021-11-01 15:13:50 main:581] : INFO : Epoch 1635 | loss: 0.0311766 | val_loss: 0.0311858 | Time: 1958.4 ms [2021-11-01 15:13:52 main:581] : INFO : Epoch 1636 | loss: 0.0311773 | val_loss: 0.0311831 | Time: 1934.27 ms [2021-11-01 15:13:54 main:581] : INFO : Epoch 1637 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 1932.62 ms [2021-11-01 15:13:55 main:581] : INFO : Epoch 1638 | loss: 0.0311755 | val_loss: 0.0311838 | Time: 1928.05 ms [2021-11-01 15:13:57 main:581] : INFO : Epoch 1639 | loss: 0.0311753 | val_loss: 0.0311811 | Time: 1944.79 ms [2021-11-01 15:13:59 main:581] : INFO : Epoch 1640 | loss: 0.031178 | val_loss: 0.0311822 | Time: 1953.21 ms [2021-11-01 15:14:01 main:581] : INFO : Epoch 1641 | loss: 0.0311754 | val_loss: 0.0311812 | Time: 1954.73 ms [2021-11-01 15:14:03 main:581] : INFO : Epoch 1642 | loss: 0.0311738 | val_loss: 0.0311823 | Time: 1946.42 ms [2021-11-01 15:14:05 main:581] : INFO : Epoch 1643 | loss: 0.0311732 | val_loss: 0.0311815 | Time: 1945.5 ms [2021-11-01 15:14:07 main:581] : INFO : Epoch 1644 | loss: 0.0311736 | val_loss: 0.0311822 | Time: 1962.04 ms [2021-11-01 15:14:09 main:581] : INFO : Epoch 1645 | loss: 0.0311729 | val_loss: 0.031181 | Time: 1926.45 ms [2021-11-01 15:14:11 main:581] : INFO : Epoch 1646 | loss: 0.0311734 | val_loss: 0.0311811 | Time: 1899.95 ms [2021-11-01 15:14:13 main:581] : INFO : Epoch 1647 | loss: 0.0311736 | val_loss: 0.031181 | Time: 1965.1 ms [2021-11-01 15:14:15 main:581] : INFO : Epoch 1648 | loss: 0.0311738 | val_loss: 0.0311821 | Time: 1982.37 ms [2021-11-01 15:14:17 main:581] : INFO : Epoch 1649 | loss: 0.0311722 | val_loss: 0.0311819 | Time: 1951.88 ms [2021-11-01 15:14:19 main:581] : INFO : Epoch 1650 | loss: 0.031178 | val_loss: 0.031182 | Time: 1950.41 ms [2021-11-01 15:14:21 main:581] : INFO : Epoch 1651 | loss: 0.0311777 | val_loss: 0.031181 | Time: 1934.84 ms [2021-11-01 15:14:23 main:581] : INFO : Epoch 1652 | loss: 0.0311763 | val_loss: 0.0311818 | Time: 1934.88 ms [2021-11-01 15:14:25 main:581] : INFO : Epoch 1653 | loss: 0.031175 | val_loss: 0.03118 | Time: 1952.12 ms [2021-11-01 15:14:27 main:581] : INFO : Epoch 1654 | loss: 0.0311751 | val_loss: 0.0311822 | Time: 1953.82 ms [2021-11-01 15:14:29 main:581] : INFO : Epoch 1655 | loss: 0.0311732 | val_loss: 0.0311802 | Time: 1948.74 ms [2021-11-01 15:14:30 main:581] : INFO : Epoch 1656 | loss: 0.0311732 | val_loss: 0.0311792 | Time: 1953.93 ms [2021-11-01 15:14:32 main:581] : INFO : Epoch 1657 | loss: 0.0311717 | val_loss: 0.0311805 | Time: 1956.83 ms [2021-11-01 15:14:34 main:581] : INFO : Epoch 1658 | loss: 0.0311748 | val_loss: 0.0311806 | Time: 1951.58 ms [2021-11-01 15:14:36 main:581] : INFO : Epoch 1659 | loss: 0.0311749 | val_loss: 0.0311791 | Time: 1948.55 ms [2021-11-01 15:14:38 main:581] : INFO : Epoch 1660 | loss: 0.0311738 | val_loss: 0.031181 | Time: 1938.4 ms [2021-11-01 15:14:40 main:581] : INFO : Epoch 1661 | loss: 0.0311757 | val_loss: 0.0311819 | Time: 1950.28 ms [2021-11-01 15:14:42 main:581] : INFO : Epoch 1662 | loss: 0.0311739 | val_loss: 0.0311802 | Time: 1944.02 ms [2021-11-01 15:14:44 main:581] : INFO : Epoch 1663 | loss: 0.0311728 | val_loss: 0.0311803 | Time: 1941.04 ms [2021-11-01 15:14:46 main:581] : INFO : Epoch 1664 | loss: 0.031172 | val_loss: 0.0311792 | Time: 1934.26 ms [2021-11-01 15:14:48 main:581] : INFO : Epoch 1665 | loss: 0.0311722 | val_loss: 0.0311792 | Time: 1937.52 ms [2021-11-01 15:14:50 main:581] : INFO : Epoch 1666 | loss: 0.0311716 | val_loss: 0.03118 | Time: 1941.36 ms [2021-11-01 15:14:52 main:581] : INFO : Epoch 1667 | loss: 0.0311721 | val_loss: 0.0311792 | Time: 1953.1 ms [2021-11-01 15:14:54 main:581] : INFO : Epoch 1668 | loss: 0.031171 | val_loss: 0.031181 | Time: 1943.32 ms [2021-11-01 15:14:56 main:581] : INFO : Epoch 1669 | loss: 0.0311704 | val_loss: 0.0311903 | Time: 1941.17 ms [2021-11-01 15:14:58 main:581] : INFO : Epoch 1670 | loss: 0.0311722 | val_loss: 0.0311823 | Time: 1943.38 ms [2021-11-01 15:15:00 main:581] : INFO : Epoch 1671 | loss: 0.0311713 | val_loss: 0.0311838 | Time: 1937.46 ms [2021-11-01 15:15:02 main:581] : INFO : Epoch 1672 | loss: 0.0311733 | val_loss: 0.03118 | Time: 1938.14 ms [2021-11-01 15:15:04 main:581] : INFO : Epoch 1673 | loss: 0.0311719 | val_loss: 0.0311796 | Time: 1971.9 ms [2021-11-01 15:15:06 main:581] : INFO : Epoch 1674 | loss: 0.0311707 | val_loss: 0.03118 | Time: 1982.97 ms [2021-11-01 15:15:07 main:581] : INFO : Epoch 1675 | loss: 0.0311705 | val_loss: 0.0311815 | Time: 1940.85 ms [2021-11-01 15:15:09 main:581] : INFO : Epoch 1676 | loss: 0.0311711 | val_loss: 0.0311806 | Time: 1967.36 ms [2021-11-01 15:15:11 main:581] : INFO : Epoch 1677 | loss: 0.03117 | val_loss: 0.0311806 | Time: 1960.56 ms [2021-11-01 15:15:13 main:581] : INFO : Epoch 1678 | loss: 0.03117 | val_loss: 0.0311785 | Time: 1943.34 ms [2021-11-01 15:15:15 main:581] : INFO : Epoch 1679 | loss: 0.0311683 | val_loss: 0.0311798 | Time: 1911.35 ms [2021-11-01 15:15:17 main:581] : INFO : Epoch 1680 | loss: 0.0311682 | val_loss: 0.0311802 | Time: 1941.73 ms [2021-11-01 15:15:19 main:581] : INFO : Epoch 1681 | loss: 0.0311691 | val_loss: 0.0311805 | Time: 1942.76 ms [2021-11-01 15:15:21 main:581] : INFO : Epoch 1682 | loss: 0.0311702 | val_loss: 0.0311787 | Time: 1945.36 ms [2021-11-01 15:15:23 main:581] : INFO : Epoch 1683 | loss: 0.0311687 | val_loss: 0.0311799 | Time: 1957.08 ms [2021-11-01 15:15:25 main:581] : INFO : Epoch 1684 | loss: 0.0311688 | val_loss: 0.0311811 | Time: 1952.62 ms [2021-11-01 15:15:27 main:581] : INFO : Epoch 1685 | loss: 0.0311693 | val_loss: 0.0311803 | Time: 1953.66 ms [2021-11-01 15:15:29 main:581] : INFO : Epoch 1686 | loss: 0.0311685 | val_loss: 0.0311807 | Time: 1981.82 ms [2021-11-01 15:15:31 main:581] : INFO : Epoch 1687 | loss: 0.0311699 | val_loss: 0.0311792 | Time: 1975.95 ms [2021-11-01 15:15:33 main:581] : INFO : Epoch 1688 | loss: 0.03117 | val_loss: 0.031182 | Time: 1966.23 ms [2021-11-01 15:15:35 main:581] : INFO : Epoch 1689 | loss: 0.0311688 | val_loss: 0.0311807 | Time: 1947.05 ms [2021-11-01 15:15:37 main:581] : INFO : Epoch 1690 | loss: 0.0311685 | val_loss: 0.0311798 | Time: 1943.26 ms [2021-11-01 15:15:39 main:581] : INFO : Epoch 1691 | loss: 0.031168 | val_loss: 0.0311833 | Time: 1945.75 ms [2021-11-01 15:15:41 main:581] : INFO : Epoch 1692 | loss: 0.0311677 | val_loss: 0.0311811 | Time: 1958.38 ms [2021-11-01 15:15:43 main:581] : INFO : Epoch 1693 | loss: 0.0311677 | val_loss: 0.0311819 | Time: 1953.22 ms [2021-11-01 15:15:45 main:581] : INFO : Epoch 1694 | loss: 0.0311691 | val_loss: 0.0311815 | Time: 1952.35 ms [2021-11-01 15:15:47 main:581] : INFO : Epoch 1695 | loss: 0.0311691 | val_loss: 0.0311806 | Time: 1954.45 ms [2021-11-01 15:15:49 main:581] : INFO : Epoch 1696 | loss: 0.0311696 | val_loss: 0.0311847 | Time: 1953.37 ms [2021-11-01 15:15:50 main:581] : INFO : Epoch 1697 | loss: 0.0311745 | val_loss: 0.0311803 | Time: 1960.73 ms [2021-11-01 15:15:52 main:581] : INFO : Epoch 1698 | loss: 0.0311746 | val_loss: 0.0311804 | Time: 1964.48 ms [2021-11-01 15:15:54 main:581] : INFO : Epoch 1699 | loss: 0.0311707 | val_loss: 0.0311796 | Time: 1953.87 ms [2021-11-01 15:15:56 main:581] : INFO : Epoch 1700 | loss: 0.0311705 | val_loss: 0.0311787 | Time: 1952.86 ms [2021-11-01 15:15:58 main:581] : INFO : Epoch 1701 | loss: 0.031169 | val_loss: 0.0311781 | Time: 1970.48 ms [2021-11-01 15:16:00 main:581] : INFO : Epoch 1702 | loss: 0.0311706 | val_loss: 0.0311795 | Time: 1958.69 ms [2021-11-01 15:16:02 main:581] : INFO : Epoch 1703 | loss: 0.031172 | val_loss: 0.0311801 | Time: 1954.64 ms [2021-11-01 15:16:04 main:581] : INFO : Epoch 1704 | loss: 0.0311712 | val_loss: 0.0311797 | Time: 1952.55 ms [2021-11-01 15:16:06 main:581] : INFO : Epoch 1705 | loss: 0.0311714 | val_loss: 0.0311787 | Time: 1947.2 ms [2021-11-01 15:16:08 main:581] : INFO : Epoch 1706 | loss: 0.0311721 | val_loss: 0.0311877 | Time: 1937.87 ms [2021-11-01 15:16:10 main:581] : INFO : Epoch 1707 | loss: 0.0311741 | val_loss: 0.0311821 | Time: 1964.59 ms [2021-11-01 15:16:12 main:581] : INFO : Epoch 1708 | loss: 0.0311698 | val_loss: 0.0311794 | Time: 1944.05 ms [2021-11-01 15:16:14 main:581] : INFO : Epoch 1709 | loss: 0.0311673 | val_loss: 0.0311779 | Time: 1945.52 ms [2021-11-01 15:16:16 main:581] : INFO : Epoch 1710 | loss: 0.0311747 | val_loss: 0.0311858 | Time: 1954.28 ms [2021-11-01 15:16:18 main:581] : INFO : Epoch 1711 | loss: 0.0311796 | val_loss: 0.031182 | Time: 1941.83 ms [2021-11-01 15:16:20 main:581] : INFO : Epoch 1712 | loss: 0.0311768 | val_loss: 0.0311799 | Time: 1941.83 ms [2021-11-01 15:16:22 main:581] : INFO : Epoch 1713 | loss: 0.0311744 | val_loss: 0.03118 | Time: 1947.97 ms [2021-11-01 15:16:24 main:581] : INFO : Epoch 1714 | loss: 0.0311726 | val_loss: 0.0311798 | Time: 1950.61 ms [2021-11-01 15:16:26 main:581] : INFO : Epoch 1715 | loss: 0.0311734 | val_loss: 0.0311794 | Time: 1949.33 ms [2021-11-01 15:16:28 main:581] : INFO : Epoch 1716 | loss: 0.031171 | val_loss: 0.0311792 | Time: 1946.74 ms [2021-11-01 15:16:30 main:581] : INFO : Epoch 1717 | loss: 0.0311762 | val_loss: 0.0311826 | Time: 1953.82 ms [2021-11-01 15:16:31 main:581] : INFO : Epoch 1718 | loss: 0.0311736 | val_loss: 0.0311794 | Time: 1936 ms [2021-11-01 15:16:33 main:581] : INFO : Epoch 1719 | loss: 0.0311714 | val_loss: 0.0311792 | Time: 1935.42 ms [2021-11-01 15:16:35 main:581] : INFO : Epoch 1720 | loss: 0.0311685 | val_loss: 0.0311792 | Time: 1936.41 ms [2021-11-01 15:16:37 main:581] : INFO : Epoch 1721 | loss: 0.0311693 | val_loss: 0.0311783 | Time: 1944.45 ms [2021-11-01 15:16:39 main:581] : INFO : Epoch 1722 | loss: 0.0311706 | val_loss: 0.0311842 | Time: 1934.96 ms [2021-11-01 15:16:41 main:581] : INFO : Epoch 1723 | loss: 0.0311698 | val_loss: 0.0311792 | Time: 1959.15 ms [2021-11-01 15:16:43 main:581] : INFO : Epoch 1724 | loss: 0.0311679 | val_loss: 0.0311779 | Time: 1965.83 ms [2021-11-01 15:16:45 main:581] : INFO : Epoch 1725 | loss: 0.0311707 | val_loss: 0.0311792 | Time: 1938 ms [2021-11-01 15:16:47 main:581] : INFO : Epoch 1726 | loss: 0.0311718 | val_loss: 0.031178 | Time: 1943.75 ms [2021-11-01 15:16:49 main:581] : INFO : Epoch 1727 | loss: 0.0311711 | val_loss: 0.0311807 | Time: 1938.37 ms [2021-11-01 15:16:51 main:581] : INFO : Epoch 1728 | loss: 0.031172 | val_loss: 0.0311791 | Time: 1944.56 ms [2021-11-01 15:16:53 main:581] : INFO : Epoch 1729 | loss: 0.0311718 | val_loss: 0.0311785 | Time: 1962.9 ms [2021-11-01 15:16:55 main:581] : INFO : Epoch 1730 | loss: 0.0311689 | val_loss: 0.0311768 | Time: 1958.74 ms [2021-11-01 15:16:57 main:581] : INFO : Epoch 1731 | loss: 0.0311689 | val_loss: 0.0311791 | Time: 1939.39 ms [2021-11-01 15:16:59 main:581] : INFO : Epoch 1732 | loss: 0.0311692 | val_loss: 0.031178 | Time: 1927.15 ms [2021-11-01 15:17:01 main:581] : INFO : Epoch 1733 | loss: 0.031174 | val_loss: 0.0311791 | Time: 1878.4 ms [2021-11-01 15:17:02 main:581] : INFO : Epoch 1734 | loss: 0.0311731 | val_loss: 0.0311786 | Time: 1911.9 ms [2021-11-01 15:17:04 main:581] : INFO : Epoch 1735 | loss: 0.0311706 | val_loss: 0.03118 | Time: 1948.47 ms [2021-11-01 15:17:06 main:581] : INFO : Epoch 1736 | loss: 0.0311698 | val_loss: 0.0311768 | Time: 1949.05 ms [2021-11-01 15:17:08 main:581] : INFO : Epoch 1737 | loss: 0.0311692 | val_loss: 0.0311779 | Time: 1953.95 ms [2021-11-01 15:17:10 main:581] : INFO : Epoch 1738 | loss: 0.0311694 | val_loss: 0.0311802 | Time: 1936.72 ms [2021-11-01 15:17:12 main:581] : INFO : Epoch 1739 | loss: 0.0311728 | val_loss: 0.031178 | Time: 1943.55 ms [2021-11-01 15:17:14 main:581] : INFO : Epoch 1740 | loss: 0.0311699 | val_loss: 0.0311794 | Time: 1949.96 ms [2021-11-01 15:17:16 main:581] : INFO : Epoch 1741 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 1903.49 ms [2021-11-01 15:17:18 main:581] : INFO : Epoch 1742 | loss: 0.031169 | val_loss: 0.0311788 | Time: 1873.69 ms [2021-11-01 15:17:20 main:581] : INFO : Epoch 1743 | loss: 0.0311673 | val_loss: 0.0311783 | Time: 1944.16 ms [2021-11-01 15:17:22 main:581] : INFO : Epoch 1744 | loss: 0.0311673 | val_loss: 0.0311761 | Time: 1943.38 ms [2021-11-01 15:17:24 main:581] : INFO : Epoch 1745 | loss: 0.0311662 | val_loss: 0.0311764 | Time: 1895.48 ms [2021-11-01 15:17:26 main:581] : INFO : Epoch 1746 | loss: 0.0311674 | val_loss: 0.0311774 | Time: 1888.69 ms [2021-11-01 15:17:28 main:581] : INFO : Epoch 1747 | loss: 0.0311685 | val_loss: 0.0311765 | Time: 1935.42 ms [2021-11-01 15:17:29 main:581] : INFO : Epoch 1748 | loss: 0.031168 | val_loss: 0.0311747 | Time: 1940.9 ms [2021-11-01 15:17:31 main:581] : INFO : Epoch 1749 | loss: 0.0311667 | val_loss: 0.0311745 | Time: 1934.6 ms [2021-11-01 15:17:33 main:581] : INFO : Epoch 1750 | loss: 0.0311658 | val_loss: 0.0311735 | Time: 1945.93 ms [2021-11-01 15:17:35 main:581] : INFO : Epoch 1751 | loss: 0.0311665 | val_loss: 0.0311756 | Time: 1956.07 ms [2021-11-01 15:17:37 main:581] : INFO : Epoch 1752 | loss: 0.0311686 | val_loss: 0.0311782 | Time: 1933.95 ms [2021-11-01 15:17:39 main:581] : INFO : Epoch 1753 | loss: 0.0311661 | val_loss: 0.0311775 | Time: 1936.72 ms [2021-11-01 15:17:41 main:581] : INFO : Epoch 1754 | loss: 0.031164 | val_loss: 0.0311763 | Time: 1937.16 ms [2021-11-01 15:17:43 main:581] : INFO : Epoch 1755 | loss: 0.0311668 | val_loss: 0.0311791 | Time: 1937.16 ms [2021-11-01 15:17:45 main:581] : INFO : Epoch 1756 | loss: 0.0311679 | val_loss: 0.0311763 | Time: 1936.98 ms [2021-11-01 15:17:47 main:581] : INFO : Epoch 1757 | loss: 0.0311643 | val_loss: 0.0311773 | Time: 1911.29 ms [2021-11-01 15:17:49 main:581] : INFO : Epoch 1758 | loss: 0.0311666 | val_loss: 0.031176 | Time: 1937.14 ms [2021-11-01 15:17:51 main:581] : INFO : Epoch 1759 | loss: 0.0311663 | val_loss: 0.0311785 | Time: 1945.96 ms [2021-11-01 15:17:53 main:581] : INFO : Epoch 1760 | loss: 0.0311641 | val_loss: 0.0311769 | Time: 1946.71 ms [2021-11-01 15:17:55 main:581] : INFO : Epoch 1761 | loss: 0.0311644 | val_loss: 0.031179 | Time: 1951.98 ms [2021-11-01 15:17:57 main:581] : INFO : Epoch 1762 | loss: 0.0311651 | val_loss: 0.0311818 | Time: 1951.78 ms [2021-11-01 15:17:59 main:581] : INFO : Epoch 1763 | loss: 0.0311652 | val_loss: 0.031177 | Time: 1940.39 ms [2021-11-01 15:18:01 main:581] : INFO : Epoch 1764 | loss: 0.0311686 | val_loss: 0.0311771 | Time: 1953.34 ms [2021-11-01 15:18:02 main:581] : INFO : Epoch 1765 | loss: 0.031167 | val_loss: 0.0311803 | Time: 1952.51 ms [2021-11-01 15:18:04 main:581] : INFO : Epoch 1766 | loss: 0.031166 | val_loss: 0.0311772 | Time: 1946.6 ms [2021-11-01 15:18:06 main:581] : INFO : Epoch 1767 | loss: 0.0311701 | val_loss: 0.0311828 | Time: 1943.48 ms [2021-11-01 15:18:08 main:581] : INFO : Epoch 1768 | loss: 0.0311759 | val_loss: 0.0311843 | Time: 1957.47 ms [2021-11-01 15:18:10 main:581] : INFO : Epoch 1769 | loss: 0.0311792 | val_loss: 0.0311846 | Time: 1923.8 ms [2021-11-01 15:18:12 main:581] : INFO : Epoch 1770 | loss: 0.0311794 | val_loss: 0.0311773 | Time: 1916.91 ms [2021-11-01 15:18:14 main:581] : INFO : Epoch 1771 | loss: 0.0311751 | val_loss: 0.0311757 | Time: 1940.56 ms [2021-11-01 15:18:16 main:581] : INFO : Epoch 1772 | loss: 0.0311719 | val_loss: 0.0311766 | Time: 1942.22 ms [2021-11-01 15:18:18 main:581] : INFO : Epoch 1773 | loss: 0.0311703 | val_loss: 0.0311801 | Time: 1910.21 ms [2021-11-01 15:18:20 main:581] : INFO : Epoch 1774 | loss: 0.0311703 | val_loss: 0.0311767 | Time: 1935.02 ms [2021-11-01 15:18:22 main:581] : INFO : Epoch 1775 | loss: 0.0311706 | val_loss: 0.0311751 | Time: 1935.18 ms [2021-11-01 15:18:24 main:581] : INFO : Epoch 1776 | loss: 0.0311711 | val_loss: 0.0311763 | Time: 1932.65 ms [2021-11-01 15:18:26 main:581] : INFO : Epoch 1777 | loss: 0.0311719 | val_loss: 0.0311773 | Time: 1945.65 ms [2021-11-01 15:18:28 main:581] : INFO : Epoch 1778 | loss: 0.0311707 | val_loss: 0.03118 | Time: 1949.03 ms [2021-11-01 15:18:30 main:581] : INFO : Epoch 1779 | loss: 0.03117 | val_loss: 0.0311762 | Time: 1950.96 ms [2021-11-01 15:18:32 main:581] : INFO : Epoch 1780 | loss: 0.0311696 | val_loss: 0.0311789 | Time: 1937.24 ms [2021-11-01 15:18:34 main:581] : INFO : Epoch 1781 | loss: 0.0311701 | val_loss: 0.0311783 | Time: 1964.53 ms [2021-11-01 15:18:35 main:581] : INFO : Epoch 1782 | loss: 0.0311688 | val_loss: 0.0311764 | Time: 1925.9 ms [2021-11-01 15:18:37 main:581] : INFO : Epoch 1783 | loss: 0.0311692 | val_loss: 0.0311787 | Time: 1856.92 ms [2021-11-01 15:18:39 main:581] : INFO : Epoch 1784 | loss: 0.0311702 | val_loss: 0.0311773 | Time: 1863.18 ms [2021-11-01 15:18:41 main:581] : INFO : Epoch 1785 | loss: 0.0311676 | val_loss: 0.031175 | Time: 1933.69 ms [2021-11-01 15:18:43 main:581] : INFO : Epoch 1786 | loss: 0.0311663 | val_loss: 0.0311772 | Time: 1926.53 ms [2021-11-01 15:18:45 main:581] : INFO : Epoch 1787 | loss: 0.0311661 | val_loss: 0.0311762 | Time: 1868.19 ms [2021-11-01 15:18:47 main:581] : INFO : Epoch 1788 | loss: 0.0311662 | val_loss: 0.0311789 | Time: 1858.7 ms [2021-11-01 15:18:49 main:581] : INFO : Epoch 1789 | loss: 0.0311656 | val_loss: 0.0311759 | Time: 1902.88 ms [2021-11-01 15:18:51 main:581] : INFO : Epoch 1790 | loss: 0.031165 | val_loss: 0.0311758 | Time: 1940.95 ms [2021-11-01 15:18:52 main:581] : INFO : Epoch 1791 | loss: 0.0311641 | val_loss: 0.0311768 | Time: 1859.89 ms [2021-11-01 15:18:54 main:581] : INFO : Epoch 1792 | loss: 0.0311739 | val_loss: 0.0311822 | Time: 1861.9 ms [2021-11-01 15:18:56 main:581] : INFO : Epoch 1793 | loss: 0.0311782 | val_loss: 0.0311811 | Time: 1857.26 ms [2021-11-01 15:18:58 main:581] : INFO : Epoch 1794 | loss: 0.0311772 | val_loss: 0.03118 | Time: 1854.02 ms [2021-11-01 15:19:00 main:581] : INFO : Epoch 1795 | loss: 0.0311768 | val_loss: 0.0311805 | Time: 1858.03 ms [2021-11-01 15:19:02 main:581] : INFO : Epoch 1796 | loss: 0.0311758 | val_loss: 0.0311802 | Time: 1853.25 ms [2021-11-01 15:19:04 main:581] : INFO : Epoch 1797 | loss: 0.0311727 | val_loss: 0.0311771 | Time: 1856.06 ms [2021-11-01 15:19:05 main:581] : INFO : Epoch 1798 | loss: 0.0311717 | val_loss: 0.0311742 | Time: 1866.36 ms [2021-11-01 15:19:07 main:581] : INFO : Epoch 1799 | loss: 0.0311706 | val_loss: 0.0311784 | Time: 1898.95 ms [2021-11-01 15:19:09 main:581] : INFO : Epoch 1800 | loss: 0.0311692 | val_loss: 0.0311727 | Time: 1939.16 ms [2021-11-01 15:19:11 main:581] : INFO : Epoch 1801 | loss: 0.0311679 | val_loss: 0.0311749 | Time: 1913.39 ms [2021-11-01 15:19:13 main:581] : INFO : Epoch 1802 | loss: 0.0311682 | val_loss: 0.0311737 | Time: 1862.92 ms [2021-11-01 15:19:15 main:581] : INFO : Epoch 1803 | loss: 0.0311662 | val_loss: 0.0311754 | Time: 1939.01 ms [2021-11-01 15:19:17 main:581] : INFO : Epoch 1804 | loss: 0.0311661 | val_loss: 0.0311734 | Time: 1940.56 ms [2021-11-01 15:19:19 main:581] : INFO : Epoch 1805 | loss: 0.0311663 | val_loss: 0.0311754 | Time: 1931.18 ms [2021-11-01 15:19:21 main:581] : INFO : Epoch 1806 | loss: 0.0311661 | val_loss: 0.0311728 | Time: 1930.84 ms [2021-11-01 15:19:23 main:581] : INFO : Epoch 1807 | loss: 0.0311648 | val_loss: 0.0311775 | Time: 1924.31 ms [2021-11-01 15:19:25 main:581] : INFO : Epoch 1808 | loss: 0.031167 | val_loss: 0.0311741 | Time: 1936.56 ms [2021-11-01 15:19:27 main:581] : INFO : Epoch 1809 | loss: 0.0311671 | val_loss: 0.0311732 | Time: 1934.73 ms [2021-11-01 15:19:29 main:581] : INFO : Epoch 1810 | loss: 0.0311706 | val_loss: 0.0311771 | Time: 1945.11 ms [2021-11-01 15:19:30 main:581] : INFO : Epoch 1811 | loss: 0.0311691 | val_loss: 0.0311781 | Time: 1931.92 ms [2021-11-01 15:19:32 main:581] : INFO : Epoch 1812 | loss: 0.0311682 | val_loss: 0.0311749 | Time: 1936.06 ms [2021-11-01 15:19:34 main:581] : INFO : Epoch 1813 | loss: 0.0311689 | val_loss: 0.0311728 | Time: 1927.25 ms [2021-11-01 15:19:36 main:581] : INFO : Epoch 1814 | loss: 0.0311677 | val_loss: 0.0311776 | Time: 1931.61 ms [2021-11-01 15:19:38 main:581] : INFO : Epoch 1815 | loss: 0.0311667 | val_loss: 0.031176 | Time: 1947.65 ms [2021-11-01 15:19:40 main:581] : INFO : Epoch 1816 | loss: 0.0311703 | val_loss: 0.0311745 | Time: 1921.78 ms [2021-11-01 15:19:42 main:581] : INFO : Epoch 1817 | loss: 0.031169 | val_loss: 0.0311738 | Time: 1931.07 ms [2021-11-01 15:19:44 main:581] : INFO : Epoch 1818 | loss: 0.0311655 | val_loss: 0.031174 | Time: 1938.99 ms [2021-11-01 15:19:46 main:581] : INFO : Epoch 1819 | loss: 0.031166 | val_loss: 0.0311732 | Time: 1941.28 ms [2021-11-01 15:19:48 main:581] : INFO : Epoch 1820 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 1949.77 ms [2021-11-01 15:19:50 main:581] : INFO : Epoch 1821 | loss: 0.0311627 | val_loss: 0.0311739 | Time: 1959.35 ms [2021-11-01 15:19:52 main:581] : INFO : Epoch 1822 | loss: 0.0311629 | val_loss: 0.0311807 | Time: 1958.81 ms [2021-11-01 15:19:54 main:581] : INFO : Epoch 1823 | loss: 0.0311667 | val_loss: 0.0311789 | Time: 1891.29 ms [2021-11-01 15:19:56 main:581] : INFO : Epoch 1824 | loss: 0.0311663 | val_loss: 0.0311719 | Time: 1935.63 ms [2021-11-01 15:19:58 main:581] : INFO : Epoch 1825 | loss: 0.0311684 | val_loss: 0.0311792 | Time: 1948.91 ms [2021-11-01 15:20:00 main:581] : INFO : Epoch 1826 | loss: 0.0311749 | val_loss: 0.0311798 | Time: 1941.69 ms [2021-11-01 15:20:02 main:581] : INFO : Epoch 1827 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 1955.51 ms [2021-11-01 15:20:03 main:581] : INFO : Epoch 1828 | loss: 0.0311774 | val_loss: 0.0311791 | Time: 1914.68 ms [2021-11-01 15:20:05 main:581] : INFO : Epoch 1829 | loss: 0.0311756 | val_loss: 0.0311786 | Time: 1969.48 ms [2021-11-01 15:20:07 main:581] : INFO : Epoch 1830 | loss: 0.0311738 | val_loss: 0.0311757 | Time: 1953.13 ms [2021-11-01 15:20:09 main:581] : INFO : Epoch 1831 | loss: 0.0311701 | val_loss: 0.0311756 | Time: 1949.35 ms [2021-11-01 15:20:11 main:581] : INFO : Epoch 1832 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 1961.09 ms [2021-11-01 15:20:13 main:581] : INFO : Epoch 1833 | loss: 0.0311762 | val_loss: 0.0311755 | Time: 1950.74 ms [2021-11-01 15:20:15 main:581] : INFO : Epoch 1834 | loss: 0.0311734 | val_loss: 0.0311743 | Time: 1944.88 ms [2021-11-01 15:20:17 main:581] : INFO : Epoch 1835 | loss: 0.0311724 | val_loss: 0.0311738 | Time: 1938.44 ms [2021-11-01 15:20:19 main:581] : INFO : Epoch 1836 | loss: 0.031171 | val_loss: 0.0311708 | Time: 1940.36 ms [2021-11-01 15:20:21 main:581] : INFO : Epoch 1837 | loss: 0.03117 | val_loss: 0.0311728 | Time: 1957.22 ms [2021-11-01 15:20:23 main:581] : INFO : Epoch 1838 | loss: 0.0311671 | val_loss: 0.0311688 | Time: 1954.34 ms [2021-11-01 15:20:25 main:581] : INFO : Epoch 1839 | loss: 0.0311667 | val_loss: 0.0311713 | Time: 1941.68 ms [2021-11-01 15:20:27 main:581] : INFO : Epoch 1840 | loss: 0.0311664 | val_loss: 0.0311718 | Time: 1942.08 ms [2021-11-01 15:20:29 main:581] : INFO : Epoch 1841 | loss: 0.0311677 | val_loss: 0.0311717 | Time: 1939.44 ms [2021-11-01 15:20:31 main:581] : INFO : Epoch 1842 | loss: 0.0311665 | val_loss: 0.0311758 | Time: 1940.05 ms [2021-11-01 15:20:33 main:581] : INFO : Epoch 1843 | loss: 0.0311657 | val_loss: 0.0311717 | Time: 1936.42 ms [2021-11-01 15:20:35 main:581] : INFO : Epoch 1844 | loss: 0.0311661 | val_loss: 0.0311747 | Time: 1935.99 ms [2021-11-01 15:20:37 main:581] : INFO : Epoch 1845 | loss: 0.03117 | val_loss: 0.0311751 | Time: 1934.06 ms [2021-11-01 15:20:38 main:581] : INFO : Epoch 1846 | loss: 0.0311671 | val_loss: 0.0311729 | Time: 1938.78 ms [2021-11-01 15:20:40 main:581] : INFO : Epoch 1847 | loss: 0.0311658 | val_loss: 0.0311702 | Time: 1949.42 ms [2021-11-01 15:20:42 main:581] : INFO : Epoch 1848 | loss: 0.0311644 | val_loss: 0.0311763 | Time: 1955.1 ms [2021-11-01 15:20:44 main:581] : INFO : Epoch 1849 | loss: 0.0311688 | val_loss: 0.0311737 | Time: 1945.13 ms [2021-11-01 15:20:46 main:581] : INFO : Epoch 1850 | loss: 0.031165 | val_loss: 0.0311727 | Time: 1919.57 ms [2021-11-01 15:20:48 main:581] : INFO : Epoch 1851 | loss: 0.0311694 | val_loss: 0.0311737 | Time: 1862.86 ms [2021-11-01 15:20:50 main:581] : INFO : Epoch 1852 | loss: 0.031168 | val_loss: 0.0311774 | Time: 1868.68 ms [2021-11-01 15:20:52 main:581] : INFO : Epoch 1853 | loss: 0.0311665 | val_loss: 0.0311694 | Time: 1863.48 ms [2021-11-01 15:20:54 main:581] : INFO : Epoch 1854 | loss: 0.031164 | val_loss: 0.0311706 | Time: 1886.05 ms [2021-11-01 15:20:56 main:581] : INFO : Epoch 1855 | loss: 0.0311646 | val_loss: 0.0311709 | Time: 1957.29 ms [2021-11-01 15:20:58 main:581] : INFO : Epoch 1856 | loss: 0.0311662 | val_loss: 0.0311681 | Time: 1959.49 ms [2021-11-01 15:21:00 main:581] : INFO : Epoch 1857 | loss: 0.0311653 | val_loss: 0.0311714 | Time: 1960.4 ms [2021-11-01 15:21:02 main:581] : INFO : Epoch 1858 | loss: 0.0311639 | val_loss: 0.0311684 | Time: 1977.34 ms [2021-11-01 15:21:04 main:581] : INFO : Epoch 1859 | loss: 0.031163 | val_loss: 0.031168 | Time: 1978.38 ms [2021-11-01 15:21:06 main:581] : INFO : Epoch 1860 | loss: 0.0311693 | val_loss: 0.0311692 | Time: 1972.94 ms [2021-11-01 15:21:07 main:581] : INFO : Epoch 1861 | loss: 0.0311637 | val_loss: 0.0311716 | Time: 1969.48 ms [2021-11-01 15:21:09 main:581] : INFO : Epoch 1862 | loss: 0.0311621 | val_loss: 0.0311713 | Time: 1916.59 ms [2021-11-01 15:21:11 main:581] : INFO : Epoch 1863 | loss: 0.0311628 | val_loss: 0.0311729 | Time: 1894.56 ms [2021-11-01 15:21:13 main:581] : INFO : Epoch 1864 | loss: 0.0311638 | val_loss: 0.031172 | Time: 1913.56 ms [2021-11-01 15:21:15 main:581] : INFO : Epoch 1865 | loss: 0.031163 | val_loss: 0.0311688 | Time: 1886.32 ms [2021-11-01 15:21:17 main:581] : INFO : Epoch 1866 | loss: 0.0311621 | val_loss: 0.0311719 | Time: 1863.48 ms [2021-11-01 15:21:19 main:581] : INFO : Epoch 1867 | loss: 0.0311598 | val_loss: 0.0311709 | Time: 1867.01 ms [2021-11-01 15:21:21 main:581] : INFO : Epoch 1868 | loss: 0.0311601 | val_loss: 0.0311687 | Time: 1867.39 ms [2021-11-01 15:21:23 main:581] : INFO : Epoch 1869 | loss: 0.0311596 | val_loss: 0.0311686 | Time: 1863.69 ms [2021-11-01 15:21:24 main:581] : INFO : Epoch 1870 | loss: 0.0311579 | val_loss: 0.0311694 | Time: 1868.52 ms [2021-11-01 15:21:26 main:581] : INFO : Epoch 1871 | loss: 0.0311563 | val_loss: 0.0311686 | Time: 1865.08 ms [2021-11-01 15:21:28 main:581] : INFO : Epoch 1872 | loss: 0.0311587 | val_loss: 0.031176 | Time: 1865.51 ms [2021-11-01 15:21:30 main:581] : INFO : Epoch 1873 | loss: 0.0311588 | val_loss: 0.0311677 | Time: 1861.04 ms [2021-11-01 15:21:32 main:581] : INFO : Epoch 1874 | loss: 0.0311593 | val_loss: 0.03117 | Time: 1861.72 ms [2021-11-01 15:21:34 main:581] : INFO : Epoch 1875 | loss: 0.0311589 | val_loss: 0.0311693 | Time: 1862.16 ms [2021-11-01 15:21:36 main:581] : INFO : Epoch 1876 | loss: 0.0311585 | val_loss: 0.0311784 | Time: 1860.88 ms [2021-11-01 15:21:38 main:581] : INFO : Epoch 1877 | loss: 0.0311609 | val_loss: 0.03117 | Time: 1905.09 ms [2021-11-01 15:21:39 main:581] : INFO : Epoch 1878 | loss: 0.0311593 | val_loss: 0.0311674 | Time: 1939.48 ms [2021-11-01 15:21:41 main:581] : INFO : Epoch 1879 | loss: 0.0311622 | val_loss: 0.0311712 | Time: 1923.97 ms [2021-11-01 15:21:43 main:581] : INFO : Epoch 1880 | loss: 0.0311618 | val_loss: 0.0311759 | Time: 1939.12 ms [2021-11-01 15:21:45 main:581] : INFO : Epoch 1881 | loss: 0.0311737 | val_loss: 0.0311755 | Time: 1884.26 ms [2021-11-01 15:21:47 main:581] : INFO : Epoch 1882 | loss: 0.0311702 | val_loss: 0.0311715 | Time: 1864.06 ms [2021-11-01 15:21:49 main:581] : INFO : Epoch 1883 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 1866.21 ms [2021-11-01 15:21:51 main:581] : INFO : Epoch 1884 | loss: 0.0311749 | val_loss: 0.0311726 | Time: 1868.92 ms [2021-11-01 15:21:53 main:581] : INFO : Epoch 1885 | loss: 0.0311675 | val_loss: 0.0311732 | Time: 1938.57 ms [2021-11-01 15:21:55 main:581] : INFO : Epoch 1886 | loss: 0.0311656 | val_loss: 0.0311738 | Time: 1920.39 ms [2021-11-01 15:21:57 main:581] : INFO : Epoch 1887 | loss: 0.0311634 | val_loss: 0.0311742 | Time: 1944.55 ms [2021-11-01 15:21:59 main:581] : INFO : Epoch 1888 | loss: 0.0311646 | val_loss: 0.0311737 | Time: 1937.82 ms [2021-11-01 15:22:00 main:581] : INFO : Epoch 1889 | loss: 0.031164 | val_loss: 0.0311749 | Time: 1898.14 ms [2021-11-01 15:22:02 main:581] : INFO : Epoch 1890 | loss: 0.0311633 | val_loss: 0.0311769 | Time: 1913.88 ms [2021-11-01 15:22:04 main:581] : INFO : Epoch 1891 | loss: 0.0311625 | val_loss: 0.0311671 | Time: 1867.14 ms [2021-11-01 15:22:06 main:581] : INFO : Epoch 1892 | loss: 0.0311589 | val_loss: 0.0311694 | Time: 1866.46 ms [2021-11-01 15:22:08 main:581] : INFO : Epoch 1893 | loss: 0.0311613 | val_loss: 0.0311689 | Time: 1892.59 ms [2021-11-01 15:22:10 main:581] : INFO : Epoch 1894 | loss: 0.0311609 | val_loss: 0.0311716 | Time: 1898.48 ms [2021-11-01 15:22:12 main:581] : INFO : Epoch 1895 | loss: 0.0311622 | val_loss: 0.0311717 | Time: 1900.57 ms [2021-11-01 15:22:14 main:581] : INFO : Epoch 1896 | loss: 0.0311628 | val_loss: 0.0311703 | Time: 1909.38 ms [2021-11-01 15:22:16 main:581] : INFO : Epoch 1897 | loss: 0.0311606 | val_loss: 0.0311676 | Time: 1938.5 ms [2021-11-01 15:22:18 main:581] : INFO : Epoch 1898 | loss: 0.0311641 | val_loss: 0.0311701 | Time: 1952.32 ms [2021-11-01 15:22:20 main:581] : INFO : Epoch 1899 | loss: 0.0311632 | val_loss: 0.0311651 | Time: 1964.47 ms [2021-11-01 15:22:21 main:581] : INFO : Epoch 1900 | loss: 0.0311614 | val_loss: 0.0311734 | Time: 1951.89 ms [2021-11-01 15:22:23 main:581] : INFO : Epoch 1901 | loss: 0.0311607 | val_loss: 0.0311677 | Time: 1952.1 ms [2021-11-01 15:22:25 main:581] : INFO : Epoch 1902 | loss: 0.0311599 | val_loss: 0.031166 | Time: 1972.07 ms [2021-11-01 15:22:27 main:581] : INFO : Epoch 1903 | loss: 0.03116 | val_loss: 0.0311722 | Time: 1980.3 ms [2021-11-01 15:22:29 main:581] : INFO : Epoch 1904 | loss: 0.0311614 | val_loss: 0.0311699 | Time: 1980.71 ms [2021-11-01 15:22:31 main:581] : INFO : Epoch 1905 | loss: 0.0311601 | val_loss: 0.031169 | Time: 1970.52 ms [2021-11-01 15:22:33 main:581] : INFO : Epoch 1906 | loss: 0.0311584 | val_loss: 0.031167 | Time: 1966.43 ms [2021-11-01 15:22:35 main:581] : INFO : Epoch 1907 | loss: 0.0311567 | val_loss: 0.0311676 | Time: 1962.09 ms [2021-11-01 15:22:37 main:581] : INFO : Epoch 1908 | loss: 0.0311614 | val_loss: 0.031166 | Time: 1951.06 ms [2021-11-01 15:22:39 main:581] : INFO : Epoch 1909 | loss: 0.0311605 | val_loss: 0.0311692 | Time: 1950.13 ms [2021-11-01 15:22:41 main:581] : INFO : Epoch 1910 | loss: 0.0311587 | val_loss: 0.0311665 | Time: 1951.21 ms [2021-11-01 15:22:43 main:581] : INFO : Epoch 1911 | loss: 0.0311577 | val_loss: 0.0311683 | Time: 1965.08 ms [2021-11-01 15:22:45 main:581] : INFO : Epoch 1912 | loss: 0.0311569 | val_loss: 0.0311669 | Time: 1960.24 ms [2021-11-01 15:22:47 main:581] : INFO : Epoch 1913 | loss: 0.0311567 | val_loss: 0.031166 | Time: 1949.42 ms [2021-11-01 15:22:49 main:581] : INFO : Epoch 1914 | loss: 0.0311596 | val_loss: 0.0311699 | Time: 1946.48 ms [2021-11-01 15:22:51 main:581] : INFO : Epoch 1915 | loss: 0.0311596 | val_loss: 0.0311646 | Time: 1936.64 ms [2021-11-01 15:22:53 main:581] : INFO : Epoch 1916 | loss: 0.0311535 | val_loss: 0.0311649 | Time: 1920.88 ms [2021-11-01 15:22:55 main:581] : INFO : Epoch 1917 | loss: 0.0311555 | val_loss: 0.0311695 | Time: 1933.9 ms [2021-11-01 15:22:57 main:581] : INFO : Epoch 1918 | loss: 0.0311551 | val_loss: 0.0311671 | Time: 1938.05 ms [2021-11-01 15:22:59 main:581] : INFO : Epoch 1919 | loss: 0.0311579 | val_loss: 0.0311671 | Time: 1868.92 ms [2021-11-01 15:23:00 main:581] : INFO : Epoch 1920 | loss: 0.0311533 | val_loss: 0.0311692 | Time: 1915.73 ms [2021-11-01 15:23:02 main:581] : INFO : Epoch 1921 | loss: 0.0311547 | val_loss: 0.0311654 | Time: 1917.05 ms [2021-11-01 15:23:04 main:581] : INFO : Epoch 1922 | loss: 0.0311553 | val_loss: 0.031166 | Time: 1945.24 ms [2021-11-01 15:23:06 main:581] : INFO : Epoch 1923 | loss: 0.031155 | val_loss: 0.0311657 | Time: 1951.14 ms [2021-11-01 15:23:08 main:581] : INFO : Epoch 1924 | loss: 0.0311557 | val_loss: 0.0311682 | Time: 1947.99 ms [2021-11-01 15:23:10 main:581] : INFO : Epoch 1925 | loss: 0.0311555 | val_loss: 0.0311664 | Time: 1949.92 ms [2021-11-01 15:23:12 main:581] : INFO : Epoch 1926 | loss: 0.0311526 | val_loss: 0.0311673 | Time: 1942.63 ms [2021-11-01 15:23:14 main:581] : INFO : Epoch 1927 | loss: 0.0311534 | val_loss: 0.0311688 | Time: 1960.91 ms [2021-11-01 15:23:16 main:581] : INFO : Epoch 1928 | loss: 0.0311533 | val_loss: 0.0311674 | Time: 1942 ms [2021-11-01 15:23:18 main:581] : INFO : Epoch 1929 | loss: 0.0311533 | val_loss: 0.0311633 | Time: 1950.86 ms [2021-11-01 15:23:20 main:581] : INFO : Epoch 1930 | loss: 0.0311531 | val_loss: 0.031168 | Time: 1933.46 ms [2021-11-01 15:23:22 main:581] : INFO : Epoch 1931 | loss: 0.031153 | val_loss: 0.0311653 | Time: 1942 ms [2021-11-01 15:23:24 main:581] : INFO : Epoch 1932 | loss: 0.0311531 | val_loss: 0.031165 | Time: 1938.36 ms [2021-11-01 15:23:26 main:581] : INFO : Epoch 1933 | loss: 0.0311532 | val_loss: 0.0311665 | Time: 1943.95 ms [2021-11-01 15:23:28 main:581] : INFO : Epoch 1934 | loss: 0.0311554 | val_loss: 0.0311725 | Time: 1949.68 ms [2021-11-01 15:23:30 main:581] : INFO : Epoch 1935 | loss: 0.0311561 | val_loss: 0.0311685 | Time: 1948.67 ms [2021-11-01 15:23:32 main:581] : INFO : Epoch 1936 | loss: 0.0311552 | val_loss: 0.0311671 | Time: 1948.79 ms [2021-11-01 15:23:34 main:581] : INFO : Epoch 1937 | loss: 0.031161 | val_loss: 0.0311779 | Time: 1952.69 ms [2021-11-01 15:23:35 main:581] : INFO : Epoch 1938 | loss: 0.0311705 | val_loss: 0.0311814 | Time: 1956.38 ms [2021-11-01 15:23:37 main:581] : INFO : Epoch 1939 | loss: 0.0311665 | val_loss: 0.0311693 | Time: 1951.79 ms [2021-11-01 15:23:39 main:581] : INFO : Epoch 1940 | loss: 0.0311623 | val_loss: 0.0311681 | Time: 1959.85 ms [2021-11-01 15:23:41 main:581] : INFO : Epoch 1941 | loss: 0.0311581 | val_loss: 0.0311666 | Time: 1934.01 ms [2021-11-01 15:23:43 main:581] : INFO : Epoch 1942 | loss: 0.0311584 | val_loss: 0.0311716 | Time: 1937.4 ms [2021-11-01 15:23:45 main:581] : INFO : Epoch 1943 | loss: 0.0311622 | val_loss: 0.0311711 | Time: 1948.88 ms [2021-11-01 15:23:47 main:581] : INFO : Epoch 1944 | loss: 0.0311631 | val_loss: 0.031169 | Time: 1949.01 ms [2021-11-01 15:23:49 main:581] : INFO : Epoch 1945 | loss: 0.0311637 | val_loss: 0.0311648 | Time: 1962.6 ms [2021-11-01 15:23:51 main:581] : INFO : Epoch 1946 | loss: 0.0311625 | val_loss: 0.0311651 | Time: 1951.61 ms [2021-11-01 15:23:53 main:581] : INFO : Epoch 1947 | loss: 0.0311611 | val_loss: 0.0311632 | Time: 1953.84 ms [2021-11-01 15:23:55 main:581] : INFO : Epoch 1948 | loss: 0.0311579 | val_loss: 0.0311631 | Time: 1934.99 ms [2021-11-01 15:23:57 main:581] : INFO : Epoch 1949 | loss: 0.0311564 | val_loss: 0.0311693 | Time: 1881.61 ms [2021-11-01 15:23:59 main:581] : INFO : Epoch 1950 | loss: 0.0311628 | val_loss: 0.0311642 | Time: 1886.85 ms [2021-11-01 15:24:01 main:581] : INFO : Epoch 1951 | loss: 0.0311578 | val_loss: 0.0311694 | Time: 1952.21 ms [2021-11-01 15:24:03 main:581] : INFO : Epoch 1952 | loss: 0.0311574 | val_loss: 0.031167 | Time: 1941.42 ms [2021-11-01 15:24:05 main:581] : INFO : Epoch 1953 | loss: 0.0311563 | val_loss: 0.0311656 | Time: 1943.39 ms [2021-11-01 15:24:07 main:581] : INFO : Epoch 1954 | loss: 0.0311561 | val_loss: 0.0311693 | Time: 1943.49 ms [2021-11-01 15:24:08 main:581] : INFO : Epoch 1955 | loss: 0.0311614 | val_loss: 0.0311688 | Time: 1957.36 ms [2021-11-01 15:24:10 main:581] : INFO : Epoch 1956 | loss: 0.0311609 | val_loss: 0.0311646 | Time: 1947.06 ms [2021-11-01 15:24:12 main:581] : INFO : Epoch 1957 | loss: 0.0311585 | val_loss: 0.0311631 | Time: 1949.54 ms [2021-11-01 15:24:14 main:581] : INFO : Epoch 1958 | loss: 0.0311569 | val_loss: 0.0311643 | Time: 1944.42 ms [2021-11-01 15:24:16 main:581] : INFO : Epoch 1959 | loss: 0.0311577 | val_loss: 0.0311688 | Time: 1949.54 ms [2021-11-01 15:24:18 main:581] : INFO : Epoch 1960 | loss: 0.031159 | val_loss: 0.0311733 | Time: 1957.12 ms [2021-11-01 15:24:20 main:581] : INFO : Epoch 1961 | loss: 0.0311581 | val_loss: 0.0311685 | Time: 1939.93 ms [2021-11-01 15:24:22 main:581] : INFO : Epoch 1962 | loss: 0.0311562 | val_loss: 0.0311631 | Time: 1942.04 ms [2021-11-01 15:24:24 main:581] : INFO : Epoch 1963 | loss: 0.0311543 | val_loss: 0.0311635 | Time: 1944.48 ms [2021-11-01 15:24:26 main:581] : INFO : Epoch 1964 | loss: 0.031154 | val_loss: 0.0311686 | Time: 1943.6 ms [2021-11-01 15:24:28 main:581] : INFO : Epoch 1965 | loss: 0.031155 | val_loss: 0.0311655 | Time: 1957.81 ms [2021-11-01 15:24:30 main:581] : INFO : Epoch 1966 | loss: 0.0311536 | val_loss: 0.0311637 | Time: 1963.49 ms [2021-11-01 15:24:32 main:581] : INFO : Epoch 1967 | loss: 0.0311533 | val_loss: 0.0311654 | Time: 1950.94 ms [2021-11-01 15:24:34 main:581] : INFO : Epoch 1968 | loss: 0.0311527 | val_loss: 0.0311655 | Time: 1864.64 ms [2021-11-01 15:24:36 main:581] : INFO : Epoch 1969 | loss: 0.0311523 | val_loss: 0.0311681 | Time: 1912.41 ms [2021-11-01 15:24:38 main:581] : INFO : Epoch 1970 | loss: 0.0311521 | val_loss: 0.031166 | Time: 1924.14 ms [2021-11-01 15:24:40 main:581] : INFO : Epoch 1971 | loss: 0.0311557 | val_loss: 0.0311709 | Time: 1939.91 ms [2021-11-01 15:24:41 main:581] : INFO : Epoch 1972 | loss: 0.0311579 | val_loss: 0.0311704 | Time: 1864.76 ms [2021-11-01 15:24:43 main:581] : INFO : Epoch 1973 | loss: 0.0311564 | val_loss: 0.0311669 | Time: 1871.61 ms [2021-11-01 15:24:45 main:581] : INFO : Epoch 1974 | loss: 0.0311545 | val_loss: 0.0311704 | Time: 1905.72 ms [2021-11-01 15:24:47 main:581] : INFO : Epoch 1975 | loss: 0.0311537 | val_loss: 0.0311689 | Time: 1889.04 ms [2021-11-01 15:24:49 main:581] : INFO : Epoch 1976 | loss: 0.031151 | val_loss: 0.0311647 | Time: 1915.96 ms [2021-11-01 15:24:51 main:581] : INFO : Epoch 1977 | loss: 0.0311502 | val_loss: 0.031167 | Time: 1956.97 ms [2021-11-01 15:24:53 main:581] : INFO : Epoch 1978 | loss: 0.0311494 | val_loss: 0.0311677 | Time: 1945.49 ms [2021-11-01 15:24:55 main:581] : INFO : Epoch 1979 | loss: 0.031151 | val_loss: 0.0311647 | Time: 1854.18 ms [2021-11-01 15:24:57 main:581] : INFO : Epoch 1980 | loss: 0.0311528 | val_loss: 0.0311691 | Time: 1915.39 ms [2021-11-01 15:24:59 main:581] : INFO : Epoch 1981 | loss: 0.0311509 | val_loss: 0.0311626 | Time: 1955.39 ms [2021-11-01 15:25:01 main:581] : INFO : Epoch 1982 | loss: 0.0311508 | val_loss: 0.0311629 | Time: 1957.55 ms [2021-11-01 15:25:02 main:581] : INFO : Epoch 1983 | loss: 0.0311509 | val_loss: 0.0311637 | Time: 1914.16 ms [2021-11-01 15:25:04 main:581] : INFO : Epoch 1984 | loss: 0.0311516 | val_loss: 0.0311711 | Time: 1932.37 ms [2021-11-01 15:25:06 main:581] : INFO : Epoch 1985 | loss: 0.0311503 | val_loss: 0.0311661 | Time: 1920.78 ms [2021-11-01 15:25:08 main:581] : INFO : Epoch 1986 | loss: 0.0311528 | val_loss: 0.0311669 | Time: 1856.17 ms [2021-11-01 15:25:10 main:581] : INFO : Epoch 1987 | loss: 0.0311548 | val_loss: 0.0311701 | Time: 1868.28 ms [2021-11-01 15:25:12 main:581] : INFO : Epoch 1988 | loss: 0.0311621 | val_loss: 0.031169 | Time: 1926.64 ms [2021-11-01 15:25:14 main:581] : INFO : Epoch 1989 | loss: 0.0311625 | val_loss: 0.0311757 | Time: 1918.32 ms [2021-11-01 15:25:16 main:581] : INFO : Epoch 1990 | loss: 0.0311638 | val_loss: 0.031173 | Time: 1951.33 ms [2021-11-01 15:25:18 main:581] : INFO : Epoch 1991 | loss: 0.0311571 | val_loss: 0.0311681 | Time: 1851.5 ms [2021-11-01 15:25:20 main:581] : INFO : Epoch 1992 | loss: 0.0311585 | val_loss: 0.0311715 | Time: 1876.42 ms [2021-11-01 15:25:22 main:581] : INFO : Epoch 1993 | loss: 0.0311658 | val_loss: 0.0311708 | Time: 1926.19 ms [2021-11-01 15:25:23 main:581] : INFO : Epoch 1994 | loss: 0.0311596 | val_loss: 0.0311649 | Time: 1933.6 ms [2021-11-01 15:25:25 main:581] : INFO : Epoch 1995 | loss: 0.0311578 | val_loss: 0.0311652 | Time: 1933.06 ms [2021-11-01 15:25:27 main:581] : INFO : Epoch 1996 | loss: 0.0311592 | val_loss: 0.0311673 | Time: 1950.03 ms [2021-11-01 15:25:29 main:581] : INFO : Epoch 1997 | loss: 0.0311572 | val_loss: 0.0311665 | Time: 1863.76 ms [2021-11-01 15:25:31 main:581] : INFO : Epoch 1998 | loss: 0.0311562 | val_loss: 0.0311634 | Time: 1880.54 ms [2021-11-01 15:25:33 main:581] : INFO : Epoch 1999 | loss: 0.0311547 | val_loss: 0.0311652 | Time: 1920.34 ms [2021-11-01 15:25:35 main:581] : INFO : Epoch 2000 | loss: 0.0311572 | val_loss: 0.0311677 | Time: 1859.61 ms [2021-11-01 15:25:37 main:581] : INFO : Epoch 2001 | loss: 0.0311657 | val_loss: 0.0311713 | Time: 1859.89 ms [2021-11-01 15:25:39 main:581] : INFO : Epoch 2002 | loss: 0.0311605 | val_loss: 0.0311695 | Time: 1863.69 ms [2021-11-01 15:25:40 main:581] : INFO : Epoch 2003 | loss: 0.0311568 | val_loss: 0.0311647 | Time: 1918.74 ms [2021-11-01 15:25:42 main:581] : INFO : Epoch 2004 | loss: 0.0311552 | val_loss: 0.0311698 | Time: 1950.3 ms [2021-11-01 15:25:44 main:581] : INFO : Epoch 2005 | loss: 0.0311569 | val_loss: 0.031168 | Time: 1949.92 ms [2021-11-01 15:25:46 main:581] : INFO : Epoch 2006 | loss: 0.0311556 | val_loss: 0.0311627 | Time: 1954.05 ms [2021-11-01 15:25:48 main:581] : INFO : Epoch 2007 | loss: 0.0311537 | val_loss: 0.0311648 | Time: 1868.81 ms [2021-11-01 15:25:50 main:581] : INFO : Epoch 2008 | loss: 0.031152 | val_loss: 0.0311649 | Time: 1948.13 ms [2021-11-01 15:25:52 main:581] : INFO : Epoch 2009 | loss: 0.0311533 | val_loss: 0.0311639 | Time: 1992.57 ms [2021-11-01 15:25:54 main:581] : INFO : Epoch 2010 | loss: 0.0311537 | val_loss: 0.0311638 | Time: 1959.8 ms [2021-11-01 15:25:56 main:581] : INFO : Epoch 2011 | loss: 0.0311522 | val_loss: 0.0311664 | Time: 1945.86 ms [2021-11-01 15:25:58 main:581] : INFO : Epoch 2012 | loss: 0.0311534 | val_loss: 0.0311643 | Time: 1958.4 ms [2021-11-01 15:26:00 main:581] : INFO : Epoch 2013 | loss: 0.031152 | val_loss: 0.0311661 | Time: 1931.22 ms [2021-11-01 15:26:02 main:581] : INFO : Epoch 2014 | loss: 0.0311505 | val_loss: 0.0311662 | Time: 1943.33 ms [2021-11-01 15:26:04 main:581] : INFO : Epoch 2015 | loss: 0.0311497 | val_loss: 0.0311657 | Time: 1935.16 ms [2021-11-01 15:26:06 main:581] : INFO : Epoch 2016 | loss: 0.0311483 | val_loss: 0.031165 | Time: 1939.36 ms [2021-11-01 15:26:08 main:581] : INFO : Epoch 2017 | loss: 0.0311494 | val_loss: 0.0311667 | Time: 1955.75 ms [2021-11-01 15:26:10 main:581] : INFO : Epoch 2018 | loss: 0.0311561 | val_loss: 0.031165 | Time: 1952.94 ms [2021-11-01 15:26:12 main:581] : INFO : Epoch 2019 | loss: 0.0311581 | val_loss: 0.0311662 | Time: 1959.97 ms [2021-11-01 15:26:14 main:581] : INFO : Epoch 2020 | loss: 0.0311545 | val_loss: 0.0311686 | Time: 1938.53 ms [2021-11-01 15:26:16 main:581] : INFO : Epoch 2021 | loss: 0.0311535 | val_loss: 0.0311673 | Time: 1940.86 ms [2021-11-01 15:26:17 main:581] : INFO : Epoch 2022 | loss: 0.0311528 | val_loss: 0.0311652 | Time: 1940.89 ms [2021-11-01 15:26:19 main:581] : INFO : Epoch 2023 | loss: 0.0311516 | val_loss: 0.0311665 | Time: 1937.63 ms [2021-11-01 15:26:21 main:581] : INFO : Epoch 2024 | loss: 0.0311529 | val_loss: 0.0311642 | Time: 1937.53 ms [2021-11-01 15:26:23 main:581] : INFO : Epoch 2025 | loss: 0.0311531 | val_loss: 0.0311664 | Time: 1947.93 ms [2021-11-01 15:26:25 main:581] : INFO : Epoch 2026 | loss: 0.0311532 | val_loss: 0.0311666 | Time: 1950.56 ms [2021-11-01 15:26:27 main:581] : INFO : Epoch 2027 | loss: 0.0311516 | val_loss: 0.0311646 | Time: 1941.29 ms [2021-11-01 15:26:29 main:581] : INFO : Epoch 2028 | loss: 0.0311509 | val_loss: 0.0311649 | Time: 1962.71 ms [2021-11-01 15:26:31 main:581] : INFO : Epoch 2029 | loss: 0.0311497 | val_loss: 0.0311642 | Time: 1976.23 ms [2021-11-01 15:26:33 main:581] : INFO : Epoch 2030 | loss: 0.0311506 | val_loss: 0.0311653 | Time: 1982.36 ms [2021-11-01 15:26:35 main:581] : INFO : Epoch 2031 | loss: 0.0311487 | val_loss: 0.0311634 | Time: 1954.99 ms [2021-11-01 15:26:37 main:581] : INFO : Epoch 2032 | loss: 0.0311478 | val_loss: 0.0311634 | Time: 1942.88 ms [2021-11-01 15:26:39 main:581] : INFO : Epoch 2033 | loss: 0.0311482 | val_loss: 0.0311645 | Time: 1967.97 ms [2021-11-01 15:26:41 main:581] : INFO : Epoch 2034 | loss: 0.0311613 | val_loss: 0.0311719 | Time: 1969.27 ms [2021-11-01 15:26:43 main:581] : INFO : Epoch 2035 | loss: 0.0311635 | val_loss: 0.0311668 | Time: 1942.28 ms [2021-11-01 15:26:45 main:581] : INFO : Epoch 2036 | loss: 0.0311586 | val_loss: 0.0311647 | Time: 1935.07 ms [2021-11-01 15:26:47 main:581] : INFO : Epoch 2037 | loss: 0.0311628 | val_loss: 0.0311854 | Time: 1934.29 ms [2021-11-01 15:26:49 main:581] : INFO : Epoch 2038 | loss: 0.0311773 | val_loss: 0.0311754 | Time: 1939.96 ms [2021-11-01 15:26:51 main:581] : INFO : Epoch 2039 | loss: 0.0311677 | val_loss: 0.0311734 | Time: 1942.62 ms [2021-11-01 15:26:53 main:581] : INFO : Epoch 2040 | loss: 0.0311655 | val_loss: 0.0311704 | Time: 1946.31 ms [2021-11-01 15:26:55 main:581] : INFO : Epoch 2041 | loss: 0.0311621 | val_loss: 0.031174 | Time: 1952.17 ms [2021-11-01 15:26:56 main:581] : INFO : Epoch 2042 | loss: 0.031163 | val_loss: 0.0311688 | Time: 1954.18 ms [2021-11-01 15:26:58 main:581] : INFO : Epoch 2043 | loss: 0.0311609 | val_loss: 0.0311696 | Time: 1950.59 ms [2021-11-01 15:27:00 main:581] : INFO : Epoch 2044 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 1947.08 ms [2021-11-01 15:27:02 main:581] : INFO : Epoch 2045 | loss: 0.0311566 | val_loss: 0.0311675 | Time: 1947.83 ms [2021-11-01 15:27:04 main:581] : INFO : Epoch 2046 | loss: 0.0311536 | val_loss: 0.0311681 | Time: 1947.2 ms [2021-11-01 15:27:06 main:581] : INFO : Epoch 2047 | loss: 0.0311518 | val_loss: 0.031164 | Time: 1948.63 ms [2021-11-01 15:27:08 main:581] : INFO : Epoch 2048 | loss: 0.0311524 | val_loss: 0.0311663 | Time: 1946.26 ms [2021-11-01 15:27:08 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311663 [2021-11-01 15:27:08 main:610] : INFO : Saving end state to config to file [2021-11-01 15:27:08 main:615] : INFO : Success, exiting.. 15:27:08 (19491): 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)