Task 14595965
| Name | ParityModified-1647046196-18993-2-0_1 |
| Workunit | 11080052 |
| Created | 10 Apr 2022, 18:49:40 UTC |
| Sent | 10 Apr 2022, 19:13:33 UTC |
| Report deadline | 18 Apr 2022, 19:13:33 UTC |
| Received | 10 Apr 2022, 22:11:51 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21710 |
| Run time | 1 hours 55 min 5 sec |
| CPU time | 1 hours 39 min 39 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,584.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 3.02 GB |
| Peak swap size | 4.76 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 26 main:574] : INFO : Epoch 1542 | loss: 0.0311765 | val_loss: 0.031181 | Time: 1915.91 ms [2022-04-10 13:55:27 main:574] : INFO : Epoch 1543 | loss: 0.0311743 | val_loss: 0.0311803 | Time: 1896.15 ms [2022-04-10 13:55:29 main:574] : INFO : Epoch 1544 | loss: 0.0311735 | val_loss: 0.0311756 | Time: 1946.94 ms [2022-04-10 13:55:31 main:574] : INFO : Epoch 1545 | loss: 0.0311727 | val_loss: 0.0311777 | Time: 1910.19 ms [2022-04-10 13:55:33 main:574] : INFO : Epoch 1546 | loss: 0.0311689 | val_loss: 0.0311765 | Time: 1901.17 ms [2022-04-10 13:55:35 main:574] : INFO : Epoch 1547 | loss: 0.0311697 | val_loss: 0.0311776 | Time: 1931.24 ms [2022-04-10 13:55:37 main:574] : INFO : Epoch 1548 | loss: 0.0311716 | val_loss: 0.031179 | Time: 1886.71 ms [2022-04-10 13:55:39 main:574] : INFO : Epoch 1549 | loss: 0.0311699 | val_loss: 0.0311733 | Time: 1909.22 ms [2022-04-10 13:55:41 main:574] : INFO : Epoch 1550 | loss: 0.0311688 | val_loss: 0.0311727 | Time: 1967.08 ms [2022-04-10 13:55:43 main:574] : INFO : Epoch 1551 | loss: 0.0311687 | val_loss: 0.0311735 | Time: 1878.1 ms [2022-04-10 13:55:45 main:574] : INFO : Epoch 1552 | loss: 0.0311688 | val_loss: 0.0311795 | Time: 1914.07 ms [2022-04-10 13:55:47 main:574] : INFO : Epoch 1553 | loss: 0.0311686 | val_loss: 0.0311746 | Time: 1883.62 ms [2022-04-10 13:55:49 main:574] : INFO : Epoch 1554 | loss: 0.0311693 | val_loss: 0.0311751 | Time: 1945.78 ms [2022-04-10 13:55:51 main:574] : INFO : Epoch 1555 | loss: 0.0311711 | val_loss: 0.0311789 | Time: 1898.8 ms [2022-04-10 13:55:53 main:574] : INFO : Epoch 1556 | loss: 0.0311706 | val_loss: 0.0311744 | Time: 1961.52 ms [2022-04-10 13:55:55 main:574] : INFO : Epoch 1557 | loss: 0.0311671 | val_loss: 0.0311724 | Time: 1879.09 ms [2022-04-10 13:55:57 main:574] : INFO : Epoch 1558 | loss: 0.0311682 | val_loss: 0.031175 | Time: 1938.41 ms [2022-04-10 13:55:59 main:574] : INFO : Epoch 1559 | loss: 0.0311718 | val_loss: 0.0311739 | Time: 1906.98 ms [2022-04-10 13:56:01 main:574] : INFO : Epoch 1560 | loss: 0.0311742 | val_loss: 0.0311863 | Time: 1927.8 ms [2022-04-10 13:56:03 main:574] : INFO : Epoch 1561 | loss: 0.0311728 | val_loss: 0.0311733 | Time: 1972.38 ms [2022-04-10 13:56:05 main:574] : INFO : Epoch 1562 | loss: 0.03117 | val_loss: 0.0311772 | Time: 1914.68 ms [2022-04-10 13:56:07 main:574] : INFO : Epoch 1563 | loss: 0.0311698 | val_loss: 0.031184 | Time: 1892.31 ms [2022-04-10 13:56:08 main:574] : INFO : Epoch 1564 | loss: 0.0311681 | val_loss: 0.0311783 | Time: 1886.59 ms [2022-04-10 13:56:10 main:574] : INFO : Epoch 1565 | loss: 0.0311655 | val_loss: 0.0311736 | Time: 1873.52 ms [2022-04-10 13:56:12 main:574] : INFO : Epoch 1566 | loss: 0.0311662 | val_loss: 0.031179 | Time: 1929.16 ms [2022-04-10 13:56:14 main:574] : INFO : Epoch 1567 | loss: 0.031167 | val_loss: 0.0311745 | Time: 1927.46 ms [2022-04-10 13:56:16 main:574] : INFO : Epoch 1568 | loss: 0.03117 | val_loss: 0.0311813 | Time: 1910.49 ms [2022-04-10 13:56:18 main:574] : INFO : Epoch 1569 | loss: 0.0311652 | val_loss: 0.031175 | Time: 1979.33 ms [2022-04-10 13:56:20 main:574] : INFO : Epoch 1570 | loss: 0.0311647 | val_loss: 0.0311724 | Time: 1935.1 ms [2022-04-10 13:56:22 main:574] : INFO : Epoch 1571 | loss: 0.0311672 | val_loss: 0.0311756 | Time: 1908.65 ms [2022-04-10 13:56:24 main:574] : INFO : Epoch 1572 | loss: 0.0311677 | val_loss: 0.0311785 | Time: 1915.09 ms [2022-04-10 13:56:26 main:574] : INFO : Epoch 1573 | loss: 0.0311647 | val_loss: 0.0311757 | Time: 1919.17 ms [2022-04-10 13:56:28 main:574] : INFO : Epoch 1574 | loss: 0.0311647 | val_loss: 0.0311736 | Time: 1882.65 ms [2022-04-10 13:56:30 main:574] : INFO : Epoch 1575 | loss: 0.0311636 | val_loss: 0.0311764 | Time: 1917.92 ms [2022-04-10 13:56:32 main:574] : INFO : Epoch 1576 | loss: 0.0311626 | val_loss: 0.0311776 | Time: 1898.96 ms [2022-04-10 13:56:34 main:574] : INFO : Epoch 1577 | loss: 0.0311637 | val_loss: 0.0311744 | Time: 1868.83 ms [2022-04-10 13:56:36 main:574] : INFO : Epoch 1578 | loss: 0.0311624 | val_loss: 0.0311758 | Time: 1882.29 ms [2022-04-10 13:56:38 main:574] : INFO : Epoch 1579 | loss: 0.0311679 | val_loss: 0.0311795 | Time: 1872.19 ms [2022-04-10 13:56:40 main:574] : INFO : Epoch 1580 | loss: 0.0311643 | val_loss: 0.031175 | Time: 1891.35 ms [2022-04-10 13:56:41 main:574] : INFO : Epoch 1581 | loss: 0.031161 | val_loss: 0.0311741 | Time: 1916.49 ms [2022-04-10 13:56:43 main:574] : INFO : Epoch 1582 | loss: 0.0311622 | val_loss: 0.0311773 | Time: 1940.58 ms [2022-04-10 13:56:45 main:574] : INFO : Epoch 1583 | loss: 0.031166 | val_loss: 0.0311775 | Time: 1957.8 ms [2022-04-10 13:56:47 main:574] : INFO : Epoch 1584 | loss: 0.0311659 | val_loss: 0.0311747 | Time: 1922.67 ms [2022-04-10 13:56:49 main:574] : INFO : Epoch 1585 | loss: 0.031164 | val_loss: 0.0311889 | Time: 1900.31 ms [2022-04-10 13:56:51 main:574] : INFO : Epoch 1586 | loss: 0.0311681 | val_loss: 0.0311746 | Time: 1876.58 ms [2022-04-10 13:56:53 main:574] : INFO : Epoch 1587 | loss: 0.0311608 | val_loss: 0.0311755 | Time: 1909.07 ms [2022-04-10 13:56:55 main:574] : INFO : Epoch 1588 | loss: 0.0311625 | val_loss: 0.0311737 | Time: 1869.11 ms [2022-04-10 13:56:57 main:574] : INFO : Epoch 1589 | loss: 0.0311659 | val_loss: 0.0311795 | Time: 1899.45 ms [2022-04-10 13:56:59 main:574] : INFO : Epoch 1590 | loss: 0.0311647 | val_loss: 0.0311781 | Time: 1878.12 ms [2022-04-10 13:57:01 main:574] : INFO : Epoch 1591 | loss: 0.0311659 | val_loss: 0.0311745 | Time: 1932.88 ms [2022-04-10 13:57:03 main:574] : INFO : Epoch 1592 | loss: 0.0311712 | val_loss: 0.0311854 | Time: 1925.69 ms [2022-04-10 13:57:05 main:574] : INFO : Epoch 1593 | loss: 0.0311704 | val_loss: 0.0311769 | Time: 1901.22 ms [2022-04-10 13:57:07 main:574] : INFO : Epoch 1594 | loss: 0.0311697 | val_loss: 0.0311806 | Time: 1937.14 ms [2022-04-10 13:57:09 main:574] : INFO : Epoch 1595 | loss: 0.0311675 | val_loss: 0.0311758 | Time: 1905.46 ms [2022-04-10 13:57:11 main:574] : INFO : Epoch 1596 | loss: 0.0311642 | val_loss: 0.031176 | Time: 1936.73 ms [2022-04-10 13:57:13 main:574] : INFO : Epoch 1597 | loss: 0.0311645 | val_loss: 0.0311766 | Time: 1918.6 ms [2022-04-10 13:57:15 main:574] : INFO : Epoch 1598 | loss: 0.031166 | val_loss: 0.0311782 | Time: 1882.98 ms [2022-04-10 13:57:16 main:574] : INFO : Epoch 1599 | loss: 0.031166 | val_loss: 0.0311818 | Time: 1888.62 ms [2022-04-10 13:57:18 main:574] : INFO : Epoch 1600 | loss: 0.0311635 | val_loss: 0.0311753 | Time: 1885.12 ms [2022-04-10 13:57:20 main:574] : INFO : Epoch 1601 | loss: 0.0311622 | val_loss: 0.0311767 | Time: 1920.38 ms [2022-04-10 13:57:22 main:574] : INFO : Epoch 1602 | loss: 0.0311621 | val_loss: 0.031174 | Time: 1920.49 ms [2022-04-10 13:57:24 main:574] : INFO : Epoch 1603 | loss: 0.0311646 | val_loss: 0.0311757 | Time: 1915.21 ms [2022-04-10 13:57:26 main:574] : INFO : Epoch 1604 | loss: 0.0311714 | val_loss: 0.0311879 | Time: 1894.63 ms [2022-04-10 13:57:28 main:574] : INFO : Epoch 1605 | loss: 0.0311678 | val_loss: 0.031173 | Time: 1913.71 ms [2022-04-10 13:57:30 main:574] : INFO : Epoch 1606 | loss: 0.0311631 | val_loss: 0.0311752 | Time: 1928.57 ms [2022-04-10 13:57:32 main:574] : INFO : Epoch 1607 | loss: 0.0311611 | val_loss: 0.0311763 | Time: 1883.93 ms [2022-04-10 13:57:34 main:574] : INFO : Epoch 1608 | loss: 0.0311624 | val_loss: 0.0311782 | Time: 1955.09 ms [2022-04-10 13:57:36 main:574] : INFO : Epoch 1609 | loss: 0.031163 | val_loss: 0.031176 | Time: 1944.6 ms [2022-04-10 13:57:38 main:574] : INFO : Epoch 1610 | loss: 0.0311644 | val_loss: 0.0311756 | Time: 1923.41 ms [2022-04-10 13:57:40 main:574] : INFO : Epoch 1611 | loss: 0.0311639 | val_loss: 0.0311752 | Time: 1902.16 ms [2022-04-10 13:57:42 main:574] : INFO : Epoch 1612 | loss: 0.0311626 | val_loss: 0.0311816 | Time: 1897.77 ms [2022-04-10 13:57:44 main:574] : INFO : Epoch 1613 | loss: 0.0311628 | val_loss: 0.0311722 | Time: 1938.89 ms [2022-04-10 13:57:46 main:574] : INFO : Epoch 1614 | loss: 0.0311633 | val_loss: 0.0311738 | Time: 1955.43 ms [2022-04-10 13:57:48 main:574] : INFO : Epoch 1615 | loss: 0.0311631 | val_loss: 0.0311787 | Time: 1916.52 ms [2022-04-10 13:57:50 main:574] : INFO : Epoch 1616 | loss: 0.0311629 | val_loss: 0.0311801 | Time: 1893.83 ms [2022-04-10 13:57:52 main:574] : INFO : Epoch 1617 | loss: 0.0311616 | val_loss: 0.0311754 | Time: 1928.19 ms [2022-04-10 13:57:53 main:574] : INFO : Epoch 1618 | loss: 0.0311609 | val_loss: 0.0311778 | Time: 1942.5 ms [2022-04-10 13:57:55 main:574] : INFO : Epoch 1619 | loss: 0.0311647 | val_loss: 0.0311737 | Time: 1908.97 ms [2022-04-10 13:57:57 main:574] : INFO : Epoch 1620 | loss: 0.0311628 | val_loss: 0.031173 | Time: 1900.09 ms [2022-04-10 13:57:59 main:574] : INFO : Epoch 1621 | loss: 0.0311616 | val_loss: 0.031173 | Time: 1916.19 ms [2022-04-10 13:58:01 main:574] : INFO : Epoch 1622 | loss: 0.0311618 | val_loss: 0.0311754 | Time: 1976.11 ms [2022-04-10 13:58:03 main:574] : INFO : Epoch 1623 | loss: 0.0311614 | val_loss: 0.0311772 | Time: 1922.17 ms [2022-04-10 13:58:05 main:574] : INFO : Epoch 1624 | loss: 0.0311659 | val_loss: 0.0311763 | Time: 1899.35 ms [2022-04-10 13:58:07 main:574] : INFO : Epoch 1625 | loss: 0.0311664 | val_loss: 0.0311737 | Time: 1930.36 ms [2022-04-10 13:58:09 main:574] : INFO : Epoch 1626 | loss: 0.0311658 | val_loss: 0.0311758 | Time: 1901.07 ms [2022-04-10 13:58:11 main:574] : INFO : Epoch 1627 | loss: 0.0311686 | val_loss: 0.0311814 | Time: 1940.78 ms [2022-04-10 13:58:13 main:574] : INFO : Epoch 1628 | loss: 0.0311699 | val_loss: 0.0311767 | Time: 1931.34 ms [2022-04-10 13:58:15 main:574] : INFO : Epoch 1629 | loss: 0.0311685 | val_loss: 0.0311736 | Time: 1925.85 ms [2022-04-10 13:58:17 main:574] : INFO : Epoch 1630 | loss: 0.0311658 | val_loss: 0.031174 | Time: 1907.95 ms [2022-04-10 13:58:19 main:574] : INFO : Epoch 1631 | loss: 0.0311666 | val_loss: 0.0311775 | Time: 1974.42 ms [2022-04-10 13:58:21 main:574] : INFO : Epoch 1632 | loss: 0.0311642 | val_loss: 0.0311759 | Time: 1845.14 ms [2022-04-10 13:58:23 main:574] : INFO : Epoch 1633 | loss: 0.031165 | val_loss: 0.0311751 | Time: 1910.28 ms [2022-04-10 13:58:25 main:574] : INFO : Epoch 1634 | loss: 0.0311679 | val_loss: 0.0311751 | Time: 1895.59 ms [2022-04-10 13:58:27 main:574] : INFO : Epoch 1635 | loss: 0.0311639 | val_loss: 0.0311756 | Time: 1902.1 ms [2022-04-10 13:58:29 main:574] : INFO : Epoch 1636 | loss: 0.0311622 | val_loss: 0.0311742 | Time: 1849.69 ms [2022-04-10 13:58:31 main:574] : INFO : Epoch 1637 | loss: 0.031165 | val_loss: 0.0311758 | Time: 1906.17 ms [2022-04-10 13:58:32 main:574] : INFO : Epoch 1638 | loss: 0.0311603 | val_loss: 0.0311766 | Time: 1926.34 ms [2022-04-10 13:58:34 main:574] : INFO : Epoch 1639 | loss: 0.0311621 | val_loss: 0.031178 | Time: 1924.67 ms [2022-04-10 13:58:36 main:574] : INFO : Epoch 1640 | loss: 0.0311628 | val_loss: 0.0311738 | Time: 1937.79 ms [2022-04-10 13:58:38 main:574] : INFO : Epoch 1641 | loss: 0.0311622 | val_loss: 0.031176 | Time: 1906.36 ms [2022-04-10 13:58:40 main:574] : INFO : Epoch 1642 | loss: 0.0311621 | val_loss: 0.0311725 | Time: 1871.28 ms [2022-04-10 13:58:42 main:574] : INFO : Epoch 1643 | loss: 0.0311606 | val_loss: 0.0311758 | Time: 1934.59 ms [2022-04-10 13:58:44 main:574] : INFO : Epoch 1644 | loss: 0.031161 | val_loss: 0.031175 | Time: 1916.27 ms [2022-04-10 13:58:46 main:574] : INFO : Epoch 1645 | loss: 0.031162 | val_loss: 0.0311727 | Time: 1873.79 ms [2022-04-10 13:58:48 main:574] : INFO : Epoch 1646 | loss: 0.0311621 | val_loss: 0.0311779 | Time: 1900.82 ms [2022-04-10 13:58:50 main:574] : INFO : Epoch 1647 | loss: 0.0311655 | val_loss: 0.0311763 | Time: 1902.63 ms [2022-04-10 13:58:52 main:574] : INFO : Epoch 1648 | loss: 0.0311651 | val_loss: 0.0311817 | Time: 1940.47 ms [2022-04-10 13:58:54 main:574] : INFO : Epoch 1649 | loss: 0.0311606 | val_loss: 0.0311886 | Time: 1934.03 ms [2022-04-10 13:58:56 main:574] : INFO : Epoch 1650 | loss: 0.0311636 | val_loss: 0.0311777 | Time: 1916.5 ms [2022-04-10 13:58:58 main:574] : INFO : Epoch 1651 | loss: 0.0311627 | val_loss: 0.0311749 | Time: 1943.01 ms [2022-04-10 13:59:00 main:574] : INFO : Epoch 1652 | loss: 0.0311575 | val_loss: 0.0311747 | Time: 1877.95 ms [2022-04-10 13:59:01 main:574] : INFO : Epoch 1653 | loss: 0.0311612 | val_loss: 0.031173 | Time: 1850.65 ms [2022-04-10 13:59:03 main:574] : INFO : Epoch 1654 | loss: 0.0311629 | val_loss: 0.0311768 | Time: 1899.13 ms [2022-04-10 13:59:05 main:574] : INFO : Epoch 1655 | loss: 0.0311634 | val_loss: 0.0311755 | Time: 1925.51 ms [2022-04-10 13:59:07 main:574] : INFO : Epoch 1656 | loss: 0.0311606 | val_loss: 0.031179 | Time: 1879.04 ms [2022-04-10 13:59:09 main:574] : INFO : Epoch 1657 | loss: 0.0311622 | val_loss: 0.0311762 | Time: 1931.74 ms [2022-04-10 13:59:11 main:574] : INFO : Epoch 1658 | loss: 0.0311629 | val_loss: 0.0311758 | Time: 1860.27 ms [2022-04-10 13:59:13 main:574] : INFO : Epoch 1659 | loss: 0.0311621 | val_loss: 0.0311748 | Time: 1920.27 ms [2022-04-10 13:59:15 main:574] : INFO : Epoch 1660 | loss: 0.0311615 | val_loss: 0.0311787 | Time: 1931.57 ms [2022-04-10 13:59:17 main:574] : INFO : Epoch 1661 | loss: 0.0311582 | val_loss: 0.0311732 | Time: 1921.61 ms [2022-04-10 13:59:19 main:574] : INFO : Epoch 1662 | loss: 0.0311582 | val_loss: 0.031173 | Time: 1935.05 ms [2022-04-10 13:59:21 main:574] : INFO : Epoch 1663 | loss: 0.0311591 | val_loss: 0.0311761 | Time: 1907.9 ms [2022-04-10 13:59:23 main:574] : INFO : Epoch 1664 | loss: 0.0311589 | val_loss: 0.0311796 | Time: 1915.06 ms [2022-04-10 13:59:25 main:574] : INFO : Epoch 1665 | loss: 0.0311602 | val_loss: 0.0311761 | Time: 1933.82 ms [2022-04-10 13:59:27 main:574] : INFO : Epoch 1666 | loss: 0.0311585 | val_loss: 0.0311771 | Time: 1928.2 ms [2022-04-10 13:59:29 main:574] : INFO : Epoch 1667 | loss: 0.0311588 | val_loss: 0.0311789 | Time: 1951.22 ms [2022-04-10 13:59:31 main:574] : INFO : Epoch 1668 | loss: 0.0311588 | val_loss: 0.0311795 | Time: 1897.16 ms [2022-04-10 13:59:33 main:574] : INFO : Epoch 1669 | loss: 0.0311577 | val_loss: 0.0311736 | Time: 1925.51 ms [2022-04-10 13:59:35 main:574] : INFO : Epoch 1670 | loss: 0.031159 | val_loss: 0.031177 | Time: 1893.74 ms [2022-04-10 13:59:37 main:574] : INFO : Epoch 1671 | loss: 0.0311566 | val_loss: 0.0311739 | Time: 1964.82 ms [2022-04-10 13:59:38 main:574] : INFO : Epoch 1672 | loss: 0.0311572 | val_loss: 0.0311728 | Time: 1838.69 ms [2022-04-10 13:59:40 main:574] : INFO : Epoch 1673 | loss: 0.0311564 | val_loss: 0.0311761 | Time: 1874.5 ms [2022-04-10 13:59:42 main:574] : INFO : Epoch 1674 | loss: 0.0311558 | val_loss: 0.0311757 | Time: 1909.13 ms [2022-04-10 13:59:44 main:574] : INFO : Epoch 1675 | loss: 0.0311561 | val_loss: 0.0311783 | Time: 1950.4 ms [2022-04-10 13:59:46 main:574] : INFO : Epoch 1676 | loss: 0.0311586 | val_loss: 0.0311793 | Time: 1904.47 ms [2022-04-10 13:59:48 main:574] : INFO : Epoch 1677 | loss: 0.0311587 | val_loss: 0.0311775 | Time: 1722.61 ms [2022-04-10 13:59:50 main:574] : INFO : Epoch 1678 | loss: 0.0311572 | val_loss: 0.0311735 | Time: 1800.64 ms [2022-04-10 13:59:52 main:574] : INFO : Epoch 1679 | loss: 0.0311595 | val_loss: 0.0311747 | Time: 1916.87 ms [2022-04-10 13:59:54 main:574] : INFO : Epoch 1680 | loss: 0.0311568 | val_loss: 0.0311785 | Time: 1926.56 ms [2022-04-10 13:59:56 main:574] : INFO : Epoch 1681 | loss: 0.0311573 | val_loss: 0.0311774 | Time: 1971.41 ms [2022-04-10 13:59:58 main:574] : INFO : Epoch 1682 | loss: 0.0311614 | val_loss: 0.0311885 | Time: 1980.68 ms [2022-04-10 14:00:00 main:574] : INFO : Epoch 1683 | loss: 0.0311685 | val_loss: 0.0311801 | Time: 1867.82 ms [2022-04-10 14:00:01 main:574] : INFO : Epoch 1684 | loss: 0.0311634 | val_loss: 0.0311741 | Time: 1895.49 ms [2022-04-10 14:00:03 main:574] : INFO : Epoch 1685 | loss: 0.0311669 | val_loss: 0.03118 | Time: 1940.93 ms [2022-04-10 14:00:05 main:574] : INFO : Epoch 1686 | loss: 0.0311598 | val_loss: 0.0311757 | Time: 1931.68 ms [2022-04-10 14:00:07 main:574] : INFO : Epoch 1687 | loss: 0.0311579 | val_loss: 0.0311733 | Time: 1915.78 ms [2022-04-10 14:00:09 main:574] : INFO : Epoch 1688 | loss: 0.0311564 | val_loss: 0.0311797 | Time: 1872.93 ms [2022-04-10 14:00:11 main:574] : INFO : Epoch 1689 | loss: 0.031159 | val_loss: 0.0311734 | Time: 1922.73 ms [2022-04-10 14:00:13 main:574] : INFO : Epoch 1690 | loss: 0.0311586 | val_loss: 0.0311822 | Time: 1883.09 ms [2022-04-10 14:00:15 main:574] : INFO : Epoch 1691 | loss: 0.0311606 | val_loss: 0.0311791 | Time: 1678.58 ms [2022-04-10 14:00:17 main:574] : INFO : Epoch 1692 | loss: 0.0311593 | val_loss: 0.0311784 | Time: 1739.41 ms [2022-04-10 14:00:18 main:574] : INFO : Epoch 1693 | loss: 0.0311612 | val_loss: 0.0311889 | Time: 1820.13 ms [2022-04-10 14:00:20 main:574] : INFO : Epoch 1694 | loss: 0.0311586 | val_loss: 0.0311772 | Time: 1678.8 ms [2022-04-10 14:00:22 main:574] : INFO : Epoch 1695 | loss: 0.0311586 | val_loss: 0.0311778 | Time: 1899.83 ms [2022-04-10 14:00:24 main:574] : INFO : Epoch 1696 | loss: 0.0311591 | val_loss: 0.0311729 | Time: 1936.29 ms [2022-04-10 14:00:26 main:574] : INFO : Epoch 1697 | loss: 0.0311595 | val_loss: 0.0311762 | Time: 1851.07 ms [2022-04-10 14:00:28 main:574] : INFO : Epoch 1698 | loss: 0.0311613 | val_loss: 0.0311793 | Time: 1791.33 ms [2022-04-10 14:00:29 main:574] : INFO : Epoch 1699 | loss: 0.031159 | val_loss: 0.0311807 | Time: 1687.27 ms [2022-04-10 14:00:31 main:574] : INFO : Epoch 1700 | loss: 0.0311596 | val_loss: 0.0311792 | Time: 1918.44 ms [2022-04-10 14:00:33 main:574] : INFO : Epoch 1701 | loss: 0.0311578 | val_loss: 0.0311754 | Time: 1882.52 ms [2022-04-10 14:00:35 main:574] : INFO : Epoch 1702 | loss: 0.0311581 | val_loss: 0.0311777 | Time: 1674.82 ms [2022-04-10 14:00:37 main:574] : INFO : Epoch 1703 | loss: 0.0311624 | val_loss: 0.0311876 | Time: 1806.04 ms [2022-04-10 14:00:38 main:574] : INFO : Epoch 1704 | loss: 0.031169 | val_loss: 0.0311775 | Time: 1694.21 ms [2022-04-10 14:00:40 main:574] : INFO : Epoch 1705 | loss: 0.0311591 | val_loss: 0.0311882 | Time: 1900.13 ms [2022-04-10 14:00:42 main:574] : INFO : Epoch 1706 | loss: 0.0311617 | val_loss: 0.0311803 | Time: 1898.44 ms [2022-04-10 14:00:44 main:574] : INFO : Epoch 1707 | loss: 0.0311581 | val_loss: 0.031179 | Time: 1920.77 ms [2022-04-10 14:00:46 main:574] : INFO : Epoch 1708 | loss: 0.0311675 | val_loss: 0.0311759 | Time: 1930.8 ms [2022-04-10 14:00:48 main:574] : INFO : Epoch 1709 | loss: 0.0311668 | val_loss: 0.0311835 | Time: 1725.9 ms [2022-04-10 14:00:50 main:574] : INFO : Epoch 1710 | loss: 0.0311611 | val_loss: 0.0311796 | Time: 1812.82 ms [2022-04-10 14:00:52 main:574] : INFO : Epoch 1711 | loss: 0.0311583 | val_loss: 0.0311731 | Time: 1955.33 ms [2022-04-10 14:00:54 main:574] : INFO : Epoch 1712 | loss: 0.0311566 | val_loss: 0.0311737 | Time: 1834.38 ms [2022-04-10 14:00:55 main:574] : INFO : Epoch 1713 | loss: 0.0311573 | val_loss: 0.0311759 | Time: 1676.62 ms [2022-04-10 14:00:57 main:574] : INFO : Epoch 1714 | loss: 0.0311557 | val_loss: 0.0311766 | Time: 1860.23 ms [2022-04-10 14:00:59 main:574] : INFO : Epoch 1715 | loss: 0.0311555 | val_loss: 0.0311742 | Time: 1913.42 ms [2022-04-10 14:01:01 main:574] : INFO : Epoch 1716 | loss: 0.0311568 | val_loss: 0.0311786 | Time: 1931.66 ms [2022-04-10 14:01:03 main:574] : INFO : Epoch 1717 | loss: 0.0311595 | val_loss: 0.0311802 | Time: 1953.25 ms [2022-04-10 14:01:05 main:574] : INFO : Epoch 1718 | loss: 0.0311608 | val_loss: 0.0311763 | Time: 1913.11 ms [2022-04-10 14:01:07 main:574] : INFO : Epoch 1719 | loss: 0.0311558 | val_loss: 0.0311749 | Time: 1922.07 ms [2022-04-10 14:01:09 main:574] : INFO : Epoch 1720 | loss: 0.0311556 | val_loss: 0.0311779 | Time: 1929.02 ms [2022-04-10 14:01:11 main:574] : INFO : Epoch 1721 | loss: 0.0311554 | val_loss: 0.0311774 | Time: 1930.04 ms [2022-04-10 14:01:13 main:574] : INFO : Epoch 1722 | loss: 0.0311544 | val_loss: 0.0311815 | Time: 1879.61 ms [2022-04-10 14:01:15 main:574] : INFO : Epoch 1723 | loss: 0.0311541 | val_loss: 0.031171 | Time: 1937.06 ms [2022-04-10 14:01:17 main:574] : INFO : Epoch 1724 | loss: 0.0311546 | val_loss: 0.0311823 | Time: 1902 ms [2022-04-10 14:01:18 main:574] : INFO : Epoch 1725 | loss: 0.0311546 | val_loss: 0.0311757 | Time: 1688 ms [2022-04-10 14:01:20 main:574] : INFO : Epoch 1726 | loss: 0.0311546 | val_loss: 0.0311793 | Time: 1716.61 ms [2022-04-10 14:01:22 main:574] : INFO : Epoch 1727 | loss: 0.0311588 | val_loss: 0.0311901 | Time: 1681.3 ms [2022-04-10 14:01:24 main:574] : INFO : Epoch 1728 | loss: 0.0311622 | val_loss: 0.0311756 | Time: 1874.75 ms [2022-04-10 14:01:26 main:574] : INFO : Epoch 1729 | loss: 0.0311609 | val_loss: 0.0311787 | Time: 1946.71 ms [2022-04-10 14:01:28 main:574] : INFO : Epoch 1730 | loss: 0.0311613 | val_loss: 0.0311799 | Time: 1917.94 ms [2022-04-10 14:01:30 main:574] : INFO : Epoch 1731 | loss: 0.0311555 | val_loss: 0.0311735 | Time: 1907.52 ms [2022-04-10 14:01:32 main:574] : INFO : Epoch 1732 | loss: 0.0311563 | val_loss: 0.031174 | Time: 1904.15 ms [2022-04-10 14:01:34 main:574] : INFO : Epoch 1733 | loss: 0.0311546 | val_loss: 0.0311781 | Time: 1948.61 ms [2022-04-10 14:01:35 main:574] : INFO : Epoch 1734 | loss: 0.0311532 | val_loss: 0.0311775 | Time: 1888.4 ms [2022-04-10 14:01:37 main:574] : INFO : Epoch 1735 | loss: 0.0311567 | val_loss: 0.0311769 | Time: 1650.1 ms [2022-04-10 14:01:39 main:574] : INFO : Epoch 1736 | loss: 0.0311584 | val_loss: 0.0311816 | Time: 1731.69 ms [2022-04-10 14:01:41 main:574] : INFO : Epoch 1737 | loss: 0.0311583 | val_loss: 0.0311816 | Time: 1931.03 ms [2022-04-10 14:01:43 main:574] : INFO : Epoch 1738 | loss: 0.0311597 | val_loss: 0.031179 | Time: 1939.57 ms [2022-04-10 14:01:45 main:574] : INFO : Epoch 1739 | loss: 0.0311602 | val_loss: 0.0311774 | Time: 1932.94 ms [2022-04-10 14:01:47 main:574] : INFO : Epoch 1740 | loss: 0.0311576 | val_loss: 0.0311798 | Time: 1936.89 ms [2022-04-10 14:01:49 main:574] : INFO : Epoch 1741 | loss: 0.0311581 | val_loss: 0.0311793 | Time: 1939.47 ms [2022-04-10 14:01:51 main:574] : INFO : Epoch 1742 | loss: 0.0311564 | val_loss: 0.0311796 | Time: 1932.84 ms [2022-04-10 14:01:52 main:574] : INFO : Epoch 1743 | loss: 0.0311555 | val_loss: 0.0311786 | Time: 1904.96 ms [2022-04-10 14:01:54 main:574] : INFO : Epoch 1744 | loss: 0.0311564 | val_loss: 0.0311788 | Time: 1679.77 ms [2022-04-10 14:01:56 main:574] : INFO : Epoch 1745 | loss: 0.0311568 | val_loss: 0.0311821 | Time: 1842.27 ms [2022-04-10 14:01:58 main:574] : INFO : Epoch 1746 | loss: 0.0311574 | val_loss: 0.0311806 | Time: 1745.49 ms [2022-04-10 14:02:00 main:574] : INFO : Epoch 1747 | loss: 0.0311567 | val_loss: 0.0311847 | Time: 1752.94 ms [2022-04-10 14:02:02 main:574] : INFO : Epoch 1748 | loss: 0.0311573 | val_loss: 0.0311815 | Time: 1929.27 ms [2022-04-10 14:02:03 main:574] : INFO : Epoch 1749 | loss: 0.0311567 | val_loss: 0.0311827 | Time: 1903.85 ms [2022-04-10 14:02:05 main:574] : INFO : Epoch 1750 | loss: 0.0311578 | val_loss: 0.0311837 | Time: 1907.23 ms [2022-04-10 14:02:07 main:574] : INFO : Epoch 1751 | loss: 0.0311592 | val_loss: 0.0311755 | Time: 1652.16 ms [2022-04-10 14:02:09 main:574] : INFO : Epoch 1752 | loss: 0.031166 | val_loss: 0.031182 | Time: 1632.32 ms [2022-04-10 14:02:11 main:574] : INFO : Epoch 1753 | loss: 0.0311633 | val_loss: 0.0311767 | Time: 1862.27 ms [2022-04-10 14:02:12 main:574] : INFO : Epoch 1754 | loss: 0.0311608 | val_loss: 0.0311819 | Time: 1913.92 ms [2022-04-10 14:02:14 main:574] : INFO : Epoch 1755 | loss: 0.0311604 | val_loss: 0.0311798 | Time: 1940.09 ms [2022-04-10 14:02:16 main:574] : INFO : Epoch 1756 | loss: 0.0311581 | val_loss: 0.031179 | Time: 1911.52 ms [2022-04-10 14:02:18 main:574] : INFO : Epoch 1757 | loss: 0.0311582 | val_loss: 0.0311753 | Time: 1892.99 ms [2022-04-10 14:02:20 main:574] : INFO : Epoch 1758 | loss: 0.0311574 | val_loss: 0.0311892 | Time: 1920.24 ms [2022-04-10 14:02:22 main:574] : INFO : Epoch 1759 | loss: 0.0311611 | val_loss: 0.0311772 | Time: 1742.59 ms [2022-04-10 14:02:24 main:574] : INFO : Epoch 1760 | loss: 0.031162 | val_loss: 0.0311786 | Time: 1718.67 ms [2022-04-10 14:02:26 main:574] : INFO : Epoch 1761 | loss: 0.0311644 | val_loss: 0.0311783 | Time: 1958.23 ms [2022-04-10 14:02:27 main:574] : INFO : Epoch 1762 | loss: 0.0311625 | val_loss: 0.0311771 | Time: 1673.16 ms [2022-04-10 14:02:29 main:574] : INFO : Epoch 1763 | loss: 0.0311642 | val_loss: 0.0311796 | Time: 1781.91 ms [2022-04-10 14:02:31 main:574] : INFO : Epoch 1764 | loss: 0.031161 | val_loss: 0.0311742 | Time: 1941.67 ms [2022-04-10 14:02:33 main:574] : INFO : Epoch 1765 | loss: 0.0311572 | val_loss: 0.0311802 | Time: 1886.28 ms [2022-04-10 14:02:35 main:574] : INFO : Epoch 1766 | loss: 0.0311596 | val_loss: 0.031178 | Time: 1674.37 ms [2022-04-10 14:02:37 main:574] : INFO : Epoch 1767 | loss: 0.031163 | val_loss: 0.0311754 | Time: 1812.71 ms [2022-04-10 14:02:39 main:574] : INFO : Epoch 1768 | loss: 0.0311593 | val_loss: 0.0311759 | Time: 1936.29 ms [2022-04-10 14:02:41 main:574] : INFO : Epoch 1769 | loss: 0.0311565 | val_loss: 0.0311836 | Time: 1925.21 ms [2022-04-10 14:02:43 main:574] : INFO : Epoch 1770 | loss: 0.0311577 | val_loss: 0.0311758 | Time: 1921.83 ms [2022-04-10 14:02:44 main:574] : INFO : Epoch 1771 | loss: 0.0311574 | val_loss: 0.0311758 | Time: 1876.63 ms [2022-04-10 14:02:46 main:574] : INFO : Epoch 1772 | loss: 0.0311563 | val_loss: 0.0311823 | Time: 1883.46 ms [2022-04-10 14:02:48 main:574] : INFO : Epoch 1773 | loss: 0.0311555 | val_loss: 0.0311776 | Time: 1909.96 ms [2022-04-10 14:02:50 main:574] : INFO : Epoch 1774 | loss: 0.0311541 | val_loss: 0.031174 | Time: 1904.99 ms [2022-04-10 14:02:52 main:574] : INFO : Epoch 1775 | loss: 0.0311537 | val_loss: 0.0311808 | Time: 1931.97 ms [2022-04-10 14:02:54 main:574] : INFO : Epoch 1776 | loss: 0.0311543 | val_loss: 0.0311781 | Time: 1880.7 ms [2022-04-10 14:02:56 main:574] : INFO : Epoch 1777 | loss: 0.0311549 | val_loss: 0.0311806 | Time: 1910.49 ms [2022-04-10 14:02:58 main:574] : INFO : Epoch 1778 | loss: 0.0311551 | val_loss: 0.0311794 | Time: 1899.98 ms [2022-04-10 14:03:00 main:574] : INFO : Epoch 1779 | loss: 0.0311544 | val_loss: 0.0311777 | Time: 1943.86 ms [2022-04-10 14:03:02 main:574] : INFO : Epoch 1780 | loss: 0.031155 | val_loss: 0.0311764 | Time: 1932.69 ms [2022-04-10 14:03:04 main:574] : INFO : Epoch 1781 | loss: 0.0311554 | val_loss: 0.0311766 | Time: 1871.8 ms [2022-04-10 14:03:06 main:574] : INFO : Epoch 1782 | loss: 0.0311591 | val_loss: 0.0311776 | Time: 1930.99 ms [2022-04-10 14:03:08 main:574] : INFO : Epoch 1783 | loss: 0.0311602 | val_loss: 0.031184 | Time: 1906.46 ms [2022-04-10 14:03:10 main:574] : INFO : Epoch 1784 | loss: 0.0311562 | val_loss: 0.0311784 | Time: 1990.5 ms [2022-04-10 14:03:12 main:574] : INFO : Epoch 1785 | loss: 0.0311571 | val_loss: 0.0311801 | Time: 1871.7 ms [2022-04-10 14:03:13 main:574] : INFO : Epoch 1786 | loss: 0.0311582 | val_loss: 0.0311763 | Time: 1676.75 ms [2022-04-10 14:03:15 main:574] : INFO : Epoch 1787 | loss: 0.0311606 | val_loss: 0.0311859 | Time: 1814.52 ms [2022-04-10 14:03:17 main:574] : INFO : Epoch 1788 | loss: 0.0311594 | val_loss: 0.0311877 | Time: 1937.31 ms [2022-04-10 14:03:19 main:574] : INFO : Epoch 1789 | loss: 0.0311555 | val_loss: 0.031178 | Time: 1886.3 ms [2022-04-10 14:03:21 main:574] : INFO : Epoch 1790 | loss: 0.0311587 | val_loss: 0.0311795 | Time: 1904.95 ms [2022-04-10 14:03:23 main:574] : INFO : Epoch 1791 | loss: 0.031159 | val_loss: 0.0311761 | Time: 1917.67 ms [2022-04-10 14:03:25 main:574] : INFO : Epoch 1792 | loss: 0.0311562 | val_loss: 0.031181 | Time: 1810.98 ms [2022-04-10 14:03:26 main:574] : INFO : Epoch 1793 | loss: 0.0311565 | val_loss: 0.0311796 | Time: 1623.61 ms [2022-04-10 14:03:28 main:574] : INFO : Epoch 1794 | loss: 0.031156 | val_loss: 0.0311805 | Time: 1637.13 ms [2022-04-10 14:03:30 main:574] : INFO : Epoch 1795 | loss: 0.0311589 | val_loss: 0.0311782 | Time: 1910.52 ms [2022-04-10 14:03:32 main:574] : INFO : Epoch 1796 | loss: 0.0311621 | val_loss: 0.0311772 | Time: 1962.37 ms [2022-04-10 14:03:34 main:574] : INFO : Epoch 1797 | loss: 0.031164 | val_loss: 0.0311828 | Time: 1945.75 ms [2022-04-10 14:03:36 main:574] : INFO : Epoch 1798 | loss: 0.03116 | val_loss: 0.0311798 | Time: 1873.27 ms [2022-04-10 14:03:38 main:574] : INFO : Epoch 1799 | loss: 0.031159 | val_loss: 0.0311753 | Time: 1886.08 ms [2022-04-10 14:03:40 main:574] : INFO : Epoch 1800 | loss: 0.0311596 | val_loss: 0.031177 | Time: 1946.15 ms [2022-04-10 14:03:41 main:574] : INFO : Epoch 1801 | loss: 0.0311583 | val_loss: 0.0311757 | Time: 1710.99 ms [2022-04-10 14:03:43 main:574] : INFO : Epoch 1802 | loss: 0.0311575 | val_loss: 0.0311757 | Time: 1786.99 ms [2022-04-10 14:03:45 main:574] : INFO : Epoch 1803 | loss: 0.0311604 | val_loss: 0.0311844 | Time: 1965.04 ms [2022-04-10 14:03:47 main:574] : INFO : Epoch 1804 | loss: 0.0311645 | val_loss: 0.0311755 | Time: 1957.89 ms [2022-04-10 14:03:49 main:574] : INFO : Epoch 1805 | loss: 0.0311576 | val_loss: 0.0311775 | Time: 1911.5 ms [2022-04-10 14:03:51 main:574] : INFO : Epoch 1806 | loss: 0.0311592 | val_loss: 0.0311778 | Time: 1904.15 ms [2022-04-10 14:03:53 main:574] : INFO : Epoch 1807 | loss: 0.031161 | val_loss: 0.0311761 | Time: 1890.38 ms [2022-04-10 14:03:55 main:574] : INFO : Epoch 1808 | loss: 0.0311611 | val_loss: 0.0311757 | Time: 1878.96 ms [2022-04-10 14:03:57 main:574] : INFO : Epoch 1809 | loss: 0.0311634 | val_loss: 0.0311766 | Time: 1913.43 ms [2022-04-10 14:03:59 main:574] : INFO : Epoch 1810 | loss: 0.0311639 | val_loss: 0.0311775 | Time: 1905.47 ms [2022-04-10 14:04:01 main:574] : INFO : Epoch 1811 | loss: 0.0311612 | val_loss: 0.0311736 | Time: 1916.29 ms [2022-04-10 14:04:03 main:574] : INFO : Epoch 1812 | loss: 0.0311684 | val_loss: 0.0311805 | Time: 1924.85 ms [2022-04-10 14:04:05 main:574] : INFO : Epoch 1813 | loss: 0.0311699 | val_loss: 0.0311822 | Time: 1946.31 ms [2022-04-10 14:04:07 main:574] : INFO : Epoch 1814 | loss: 0.03117 | val_loss: 0.0311799 | Time: 1895.66 ms [2022-04-10 14:04:09 main:574] : INFO : Epoch 1815 | loss: 0.0311679 | val_loss: 0.0311789 | Time: 1942.19 ms [2022-04-10 14:04:10 main:574] : INFO : Epoch 1816 | loss: 0.0311653 | val_loss: 0.0311779 | Time: 1943.92 ms [2022-04-10 14:04:12 main:574] : INFO : Epoch 1817 | loss: 0.0311669 | val_loss: 0.0311823 | Time: 1942.8 ms [2022-04-10 14:04:14 main:574] : INFO : Epoch 1818 | loss: 0.0311669 | val_loss: 0.0311754 | Time: 1936.65 ms [2022-04-10 14:04:16 main:574] : INFO : Epoch 1819 | loss: 0.0311628 | val_loss: 0.0311774 | Time: 1928.34 ms [2022-04-10 14:04:18 main:574] : INFO : Epoch 1820 | loss: 0.0311614 | val_loss: 0.0311816 | Time: 1921.56 ms [2022-04-10 14:04:20 main:574] : INFO : Epoch 1821 | loss: 0.0311622 | val_loss: 0.0311811 | Time: 1935.16 ms [2022-04-10 14:04:22 main:574] : INFO : Epoch 1822 | loss: 0.0311623 | val_loss: 0.0311748 | Time: 1948.75 ms [2022-04-10 14:04:24 main:574] : INFO : Epoch 1823 | loss: 0.031162 | val_loss: 0.0311796 | Time: 1929.59 ms [2022-04-10 14:04:26 main:574] : INFO : Epoch 1824 | loss: 0.0311624 | val_loss: 0.031183 | Time: 1890.46 ms [2022-04-10 14:04:28 main:574] : INFO : Epoch 1825 | loss: 0.0311614 | val_loss: 0.0311762 | Time: 1919.36 ms [2022-04-10 14:04:30 main:574] : INFO : Epoch 1826 | loss: 0.0311617 | val_loss: 0.0311781 | Time: 1906.31 ms [2022-04-10 14:04:32 main:574] : INFO : Epoch 1827 | loss: 0.0311606 | val_loss: 0.0311783 | Time: 1900.99 ms [2022-04-10 14:04:34 main:574] : INFO : Epoch 1828 | loss: 0.0311617 | val_loss: 0.0311772 | Time: 1905.55 ms [2022-04-10 14:04:36 main:574] : INFO : Epoch 1829 | loss: 0.0311596 | val_loss: 0.0311748 | Time: 1949.98 ms [2022-04-10 14:04:38 main:574] : INFO : Epoch 1830 | loss: 0.0311632 | val_loss: 0.0311767 | Time: 1954.57 ms [2022-04-10 14:04:40 main:574] : INFO : Epoch 1831 | loss: 0.0311613 | val_loss: 0.0311748 | Time: 1909.43 ms [2022-04-10 14:04:42 main:574] : INFO : Epoch 1832 | loss: 0.0311606 | val_loss: 0.0311746 | Time: 1855.82 ms [2022-04-10 14:04:44 main:574] : INFO : Epoch 1833 | loss: 0.0311649 | val_loss: 0.0311762 | Time: 1901.55 ms [2022-04-10 14:04:46 main:574] : INFO : Epoch 1834 | loss: 0.0311604 | val_loss: 0.031174 | Time: 1934.92 ms [2022-04-10 14:04:47 main:574] : INFO : Epoch 1835 | loss: 0.0311595 | val_loss: 0.031173 | Time: 1899.45 ms [2022-04-10 14:04:49 main:574] : INFO : Epoch 1836 | loss: 0.0311623 | val_loss: 0.031177 | Time: 1921.26 ms [2022-04-10 14:04:51 main:574] : INFO : Epoch 1837 | loss: 0.0311607 | val_loss: 0.0311715 | Time: 1939.81 ms [2022-04-10 14:04:53 main:574] : INFO : Epoch 1838 | loss: 0.0311616 | val_loss: 0.0311872 | Time: 1889.04 ms [2022-04-10 14:04:55 main:574] : INFO : Epoch 1839 | loss: 0.0311643 | val_loss: 0.0311738 | Time: 1942.41 ms [2022-04-10 14:04:57 main:574] : INFO : Epoch 1840 | loss: 0.0311644 | val_loss: 0.0311774 | Time: 1945.4 ms [2022-04-10 14:04:59 main:574] : INFO : Epoch 1841 | loss: 0.0311606 | val_loss: 0.031178 | Time: 1925.34 ms [2022-04-10 14:05:01 main:574] : INFO : Epoch 1842 | loss: 0.0311599 | val_loss: 0.0311793 | Time: 1912.55 ms [2022-04-10 14:05:03 main:574] : INFO : Epoch 1843 | loss: 0.0311596 | val_loss: 0.0311751 | Time: 1894.01 ms [2022-04-10 14:05:05 main:574] : INFO : Epoch 1844 | loss: 0.0311581 | val_loss: 0.0311735 | Time: 1875.62 ms [2022-04-10 14:05:07 main:574] : INFO : Epoch 1845 | loss: 0.0311586 | val_loss: 0.0311733 | Time: 1900.68 ms [2022-04-10 14:05:09 main:574] : INFO : Epoch 1846 | loss: 0.0311608 | val_loss: 0.0311742 | Time: 1920.78 ms [2022-04-10 14:05:11 main:574] : INFO : Epoch 1847 | loss: 0.0311595 | val_loss: 0.0311752 | Time: 1896.45 ms [2022-04-10 14:05:13 main:574] : INFO : Epoch 1848 | loss: 0.0311604 | val_loss: 0.0311723 | Time: 1848.36 ms [2022-04-10 14:05:15 main:574] : INFO : Epoch 1849 | loss: 0.0311599 | val_loss: 0.0311791 | Time: 1876.22 ms [2022-04-10 14:05:17 main:574] : INFO : Epoch 1850 | loss: 0.0311625 | val_loss: 0.031182 | Time: 1930.2 ms [2022-04-10 14:05:18 main:574] : INFO : Epoch 1851 | loss: 0.031169 | val_loss: 0.0311786 | Time: 1892.41 ms [2022-04-10 14:05:20 main:574] : INFO : Epoch 1852 | loss: 0.031166 | val_loss: 0.0311774 | Time: 1922.04 ms [2022-04-10 14:05:22 main:574] : INFO : Epoch 1853 | loss: 0.0311646 | val_loss: 0.0311753 | Time: 1851.83 ms [2022-04-10 14:05:24 main:574] : INFO : Epoch 1854 | loss: 0.0311609 | val_loss: 0.0311782 | Time: 1931.12 ms [2022-04-10 14:05:26 main:574] : INFO : Epoch 1855 | loss: 0.0311619 | val_loss: 0.0311746 | Time: 1957.09 ms [2022-04-10 14:05:28 main:574] : INFO : Epoch 1856 | loss: 0.0311623 | val_loss: 0.0311758 | Time: 1905.69 ms [2022-04-10 14:05:30 main:574] : INFO : Epoch 1857 | loss: 0.0311653 | val_loss: 0.0311779 | Time: 1873.74 ms [2022-04-10 14:05:32 main:574] : INFO : Epoch 1858 | loss: 0.0311675 | val_loss: 0.0311804 | Time: 1910.66 ms [2022-04-10 14:05:34 main:574] : INFO : Epoch 1859 | loss: 0.0311641 | val_loss: 0.0311754 | Time: 1908.95 ms [2022-04-10 14:05:36 main:574] : INFO : Epoch 1860 | loss: 0.0311635 | val_loss: 0.0311739 | Time: 1928.35 ms [2022-04-10 14:05:38 main:574] : INFO : Epoch 1861 | loss: 0.0311662 | val_loss: 0.0311734 | Time: 1885.3 ms [2022-04-10 14:05:40 main:574] : INFO : Epoch 1862 | loss: 0.0311633 | val_loss: 0.0311747 | Time: 1947.42 ms [2022-04-10 14:05:42 main:574] : INFO : Epoch 1863 | loss: 0.0311638 | val_loss: 0.0311776 | Time: 1920.86 ms [2022-04-10 14:05:44 main:574] : INFO : Epoch 1864 | loss: 0.0311635 | val_loss: 0.0311787 | Time: 1920.66 ms [2022-04-10 14:05:46 main:574] : INFO : Epoch 1865 | loss: 0.0311613 | val_loss: 0.0311729 | Time: 1912.48 ms [2022-04-10 14:05:48 main:574] : INFO : Epoch 1866 | loss: 0.0311606 | val_loss: 0.0311735 | Time: 1882.24 ms [2022-04-10 14:05:50 main:574] : INFO : Epoch 1867 | loss: 0.0311615 | val_loss: 0.0311738 | Time: 1927.97 ms [2022-04-10 14:05:51 main:574] : INFO : Epoch 1868 | loss: 0.0311609 | val_loss: 0.0311735 | Time: 1904.82 ms [2022-04-10 14:05:53 main:574] : INFO : Epoch 1869 | loss: 0.0311604 | val_loss: 0.0311756 | Time: 1873.39 ms [2022-04-10 14:05:55 main:574] : INFO : Epoch 1870 | loss: 0.0311594 | val_loss: 0.0311721 | Time: 1917.12 ms [2022-04-10 14:05:57 main:574] : INFO : Epoch 1871 | loss: 0.0311625 | val_loss: 0.031176 | Time: 1910.42 ms [2022-04-10 14:05:59 main:574] : INFO : Epoch 1872 | loss: 0.0311741 | val_loss: 0.0311746 | Time: 1926.12 ms [2022-04-10 14:06:01 main:574] : INFO : Epoch 1873 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 1920.17 ms [2022-04-10 14:06:03 main:574] : INFO : Epoch 1874 | loss: 0.0311676 | val_loss: 0.0311781 | Time: 1909.86 ms [2022-04-10 14:06:05 main:574] : INFO : Epoch 1875 | loss: 0.0311694 | val_loss: 0.0311772 | Time: 1876.32 ms [2022-04-10 14:06:07 main:574] : INFO : Epoch 1876 | loss: 0.0311692 | val_loss: 0.0311779 | Time: 1964.46 ms [2022-04-10 14:06:09 main:574] : INFO : Epoch 1877 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 1899.72 ms [2022-04-10 14:06:11 main:574] : INFO : Epoch 1878 | loss: 0.03117 | val_loss: 0.0311762 | Time: 1919.5 ms [2022-04-10 14:06:13 main:574] : INFO : Epoch 1879 | loss: 0.0311684 | val_loss: 0.0311745 | Time: 1941.96 ms [2022-04-10 14:06:15 main:574] : INFO : Epoch 1880 | loss: 0.0311677 | val_loss: 0.0311744 | Time: 1925.05 ms [2022-04-10 14:06:17 main:574] : INFO : Epoch 1881 | loss: 0.0311672 | val_loss: 0.0311771 | Time: 1948.66 ms [2022-04-10 14:06:19 main:574] : INFO : Epoch 1882 | loss: 0.0311685 | val_loss: 0.0311743 | Time: 1850.68 ms [2022-04-10 14:06:21 main:574] : INFO : Epoch 1883 | loss: 0.0311651 | val_loss: 0.031176 | Time: 1933.49 ms [2022-04-10 14:06:23 main:574] : INFO : Epoch 1884 | loss: 0.0311647 | val_loss: 0.0311728 | Time: 1949.56 ms [2022-04-10 14:06:25 main:574] : INFO : Epoch 1885 | loss: 0.0311653 | val_loss: 0.031176 | Time: 1924.78 ms [2022-04-10 14:06:27 main:574] : INFO : Epoch 1886 | loss: 0.0311665 | val_loss: 0.03118 | Time: 1896.48 ms [2022-04-10 14:06:29 main:574] : INFO : Epoch 1887 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 1931.7 ms [2022-04-10 14:06:30 main:574] : INFO : Epoch 1888 | loss: 0.0311648 | val_loss: 0.0311757 | Time: 1926.58 ms [2022-04-10 14:06:32 main:574] : INFO : Epoch 1889 | loss: 0.0311637 | val_loss: 0.0311728 | Time: 1915.08 ms [2022-04-10 14:06:34 main:574] : INFO : Epoch 1890 | loss: 0.031166 | val_loss: 0.0311799 | Time: 1903.37 ms [2022-04-10 14:06:36 main:574] : INFO : Epoch 1891 | loss: 0.031167 | val_loss: 0.0311771 | Time: 1899.25 ms [2022-04-10 14:06:38 main:574] : INFO : Epoch 1892 | loss: 0.0311637 | val_loss: 0.0311759 | Time: 1887.83 ms [2022-04-10 14:06:40 main:574] : INFO : Epoch 1893 | loss: 0.0311649 | val_loss: 0.031176 | Time: 1913.59 ms [2022-04-10 14:06:42 main:574] : INFO : Epoch 1894 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 1904.65 ms [2022-04-10 14:06:44 main:574] : INFO : Epoch 1895 | loss: 0.0311621 | val_loss: 0.0311734 | Time: 1910.45 ms [2022-04-10 14:06:46 main:574] : INFO : Epoch 1896 | loss: 0.0311623 | val_loss: 0.0311747 | Time: 1897.88 ms [2022-04-10 14:06:48 main:574] : INFO : Epoch 1897 | loss: 0.0311664 | val_loss: 0.0311828 | Time: 1930.67 ms [2022-04-10 14:06:50 main:574] : INFO : Epoch 1898 | loss: 0.0311677 | val_loss: 0.0311755 | Time: 1914.96 ms [2022-04-10 14:06:52 main:574] : INFO : Epoch 1899 | loss: 0.0311655 | val_loss: 0.0311774 | Time: 1887.3 ms [2022-04-10 14:06:54 main:574] : INFO : Epoch 1900 | loss: 0.0311655 | val_loss: 0.031176 | Time: 1965.23 ms [2022-04-10 14:06:56 main:574] : INFO : Epoch 1901 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 1930.03 ms [2022-04-10 14:06:58 main:574] : INFO : Epoch 1902 | loss: 0.0311656 | val_loss: 0.0311807 | Time: 1888.8 ms [2022-04-10 14:07:00 main:574] : INFO : Epoch 1903 | loss: 0.0311649 | val_loss: 0.0311723 | Time: 1957.68 ms [2022-04-10 14:07:02 main:574] : INFO : Epoch 1904 | loss: 0.0311637 | val_loss: 0.0311743 | Time: 1946.01 ms [2022-04-10 14:07:04 main:574] : INFO : Epoch 1905 | loss: 0.0311653 | val_loss: 0.031171 | Time: 1929.75 ms [2022-04-10 14:07:06 main:574] : INFO : Epoch 1906 | loss: 0.031165 | val_loss: 0.0311756 | Time: 1909.45 ms [2022-04-10 14:07:08 main:574] : INFO : Epoch 1907 | loss: 0.0311645 | val_loss: 0.0311723 | Time: 1906.75 ms [2022-04-10 14:07:10 main:574] : INFO : Epoch 1908 | loss: 0.0311631 | val_loss: 0.0311724 | Time: 1888.85 ms [2022-04-10 14:07:12 main:574] : INFO : Epoch 1909 | loss: 0.0311618 | val_loss: 0.0311738 | Time: 1910.66 ms [2022-04-10 14:07:13 main:574] : INFO : Epoch 1910 | loss: 0.031164 | val_loss: 0.031177 | Time: 1948.9 ms [2022-04-10 14:07:15 main:574] : INFO : Epoch 1911 | loss: 0.0311629 | val_loss: 0.0311765 | Time: 1902.81 ms [2022-04-10 14:07:17 main:574] : INFO : Epoch 1912 | loss: 0.0311646 | val_loss: 0.0311772 | Time: 1924.63 ms [2022-04-10 14:07:19 main:574] : INFO : Epoch 1913 | loss: 0.0311647 | val_loss: 0.0311755 | Time: 1915.74 ms [2022-04-10 14:07:21 main:574] : INFO : Epoch 1914 | loss: 0.0311642 | val_loss: 0.0311729 | Time: 1922.15 ms [2022-04-10 14:07:23 main:574] : INFO : Epoch 1915 | loss: 0.0311657 | val_loss: 0.031185 | Time: 1875.95 ms [2022-04-10 14:07:25 main:574] : INFO : Epoch 1916 | loss: 0.0311657 | val_loss: 0.0311739 | Time: 1906.88 ms [2022-04-10 14:07:27 main:574] : INFO : Epoch 1917 | loss: 0.0311633 | val_loss: 0.0311741 | Time: 1932.59 ms [2022-04-10 14:07:29 main:574] : INFO : Epoch 1918 | loss: 0.0311606 | val_loss: 0.0311753 | Time: 1910.59 ms [2022-04-10 14:07:31 main:574] : INFO : Epoch 1919 | loss: 0.0311605 | val_loss: 0.0311742 | Time: 1969.45 ms [2022-04-10 14:07:33 main:574] : INFO : Epoch 1920 | loss: 0.0311602 | val_loss: 0.0311753 | Time: 1943.41 ms [2022-04-10 14:07:35 main:574] : INFO : Epoch 1921 | loss: 0.0311594 | val_loss: 0.031176 | Time: 1916.83 ms [2022-04-10 14:07:37 main:574] : INFO : Epoch 1922 | loss: 0.0311588 | val_loss: 0.0311757 | Time: 1917.73 ms [2022-04-10 14:07:39 main:574] : INFO : Epoch 1923 | loss: 0.0311628 | val_loss: 0.0311723 | Time: 1925.95 ms [2022-04-10 14:07:41 main:574] : INFO : Epoch 1924 | loss: 0.0311661 | val_loss: 0.0311817 | Time: 1919.87 ms [2022-04-10 14:07:43 main:574] : INFO : Epoch 1925 | loss: 0.0311663 | val_loss: 0.0311723 | Time: 1945.36 ms [2022-04-10 14:07:45 main:574] : INFO : Epoch 1926 | loss: 0.031168 | val_loss: 0.0311807 | Time: 1857.79 ms [2022-04-10 14:07:47 main:574] : INFO : Epoch 1927 | loss: 0.0311646 | val_loss: 0.0311784 | Time: 1939.35 ms [2022-04-10 14:07:49 main:574] : INFO : Epoch 1928 | loss: 0.0311608 | val_loss: 0.0311718 | Time: 1888.3 ms [2022-04-10 14:07:51 main:574] : INFO : Epoch 1929 | loss: 0.0311595 | val_loss: 0.031175 | Time: 1938.09 ms [2022-04-10 14:07:52 main:574] : INFO : Epoch 1930 | loss: 0.0311592 | val_loss: 0.0311751 | Time: 1895.1 ms [2022-04-10 14:07:54 main:574] : INFO : Epoch 1931 | loss: 0.03116 | val_loss: 0.0311763 | Time: 1933.51 ms [2022-04-10 14:07:56 main:574] : INFO : Epoch 1932 | loss: 0.0311576 | val_loss: 0.0311754 | Time: 1922.48 ms [2022-04-10 14:07:58 main:574] : INFO : Epoch 1933 | loss: 0.0311567 | val_loss: 0.0311734 | Time: 1917.51 ms [2022-04-10 14:08:00 main:574] : INFO : Epoch 1934 | loss: 0.0311571 | val_loss: 0.0311734 | Time: 1918.82 ms [2022-04-10 14:08:02 main:574] : INFO : Epoch 1935 | loss: 0.0311551 | val_loss: 0.031175 | Time: 1919.6 ms [2022-04-10 14:08:04 main:574] : INFO : Epoch 1936 | loss: 0.0311576 | val_loss: 0.0311714 | Time: 1875.1 ms [2022-04-10 14:08:06 main:574] : INFO : Epoch 1937 | loss: 0.0311601 | val_loss: 0.0311747 | Time: 1895.78 ms [2022-04-10 14:08:08 main:574] : INFO : Epoch 1938 | loss: 0.0311628 | val_loss: 0.0311744 | Time: 1918.59 ms [2022-04-10 14:08:10 main:574] : INFO : Epoch 1939 | loss: 0.0311618 | val_loss: 0.031172 | Time: 1898.9 ms [2022-04-10 14:08:12 main:574] : INFO : Epoch 1940 | loss: 0.0311621 | val_loss: 0.0311744 | Time: 1964.78 ms [2022-04-10 14:08:14 main:574] : INFO : Epoch 1941 | loss: 0.0311636 | val_loss: 0.0311722 | Time: 1953.48 ms [2022-04-10 14:08:16 main:574] : INFO : Epoch 1942 | loss: 0.0311675 | val_loss: 0.0311748 | Time: 1912.56 ms [2022-04-10 14:08:18 main:574] : INFO : Epoch 1943 | loss: 0.0311685 | val_loss: 0.0311818 | Time: 1915.93 ms [2022-04-10 14:08:20 main:574] : INFO : Epoch 1944 | loss: 0.0311701 | val_loss: 0.0311758 | Time: 1864.51 ms [2022-04-10 14:08:22 main:574] : INFO : Epoch 1945 | loss: 0.0311629 | val_loss: 0.0311752 | Time: 1939.34 ms [2022-04-10 14:08:24 main:574] : INFO : Epoch 1946 | loss: 0.0311618 | val_loss: 0.0311727 | Time: 1898.94 ms [2022-04-10 14:08:25 main:574] : INFO : Epoch 1947 | loss: 0.0311602 | val_loss: 0.0311732 | Time: 1905.53 ms [2022-04-10 14:08:27 main:574] : INFO : Epoch 1948 | loss: 0.0311603 | val_loss: 0.0311717 | Time: 1899.87 ms [2022-04-10 14:08:29 main:574] : INFO : Epoch 1949 | loss: 0.0311602 | val_loss: 0.0311734 | Time: 1895.09 ms [2022-04-10 14:08:31 main:574] : INFO : Epoch 1950 | loss: 0.0311604 | val_loss: 0.031175 | Time: 1936.02 ms [2022-04-10 14:08:33 main:574] : INFO : Epoch 1951 | loss: 0.0311629 | val_loss: 0.0311729 | Time: 1962.29 ms [2022-04-10 14:08:35 main:574] : INFO : Epoch 1952 | loss: 0.0311635 | val_loss: 0.0311743 | Time: 1923.01 ms [2022-04-10 14:08:37 main:574] : INFO : Epoch 1953 | loss: 0.0311641 | val_loss: 0.0311856 | Time: 1895.47 ms [2022-04-10 14:08:39 main:574] : INFO : Epoch 1954 | loss: 0.0311613 | val_loss: 0.0311744 | Time: 1920.41 ms [2022-04-10 14:08:41 main:574] : INFO : Epoch 1955 | loss: 0.0311607 | val_loss: 0.0311727 | Time: 1919.77 ms [2022-04-10 14:08:43 main:574] : INFO : Epoch 1956 | loss: 0.03116 | val_loss: 0.0311747 | Time: 1873.16 ms [2022-04-10 14:08:45 main:574] : INFO : Epoch 1957 | loss: 0.0311625 | val_loss: 0.0311783 | Time: 1937.01 ms [2022-04-10 14:08:47 main:574] : INFO : Epoch 1958 | loss: 0.0311618 | val_loss: 0.0311695 | Time: 1945.12 ms [2022-04-10 14:08:49 main:574] : INFO : Epoch 1959 | loss: 0.0311598 | val_loss: 0.0311745 | Time: 1915.09 ms [2022-04-10 14:08:51 main:574] : INFO : Epoch 1960 | loss: 0.0311608 | val_loss: 0.0311733 | Time: 1908.22 ms [2022-04-10 14:08:53 main:574] : INFO : Epoch 1961 | loss: 0.0311634 | val_loss: 0.0311731 | Time: 1921.86 ms [2022-04-10 14:08:55 main:574] : INFO : Epoch 1962 | loss: 0.0311708 | val_loss: 0.0311774 | Time: 1932.85 ms [2022-04-10 14:08:57 main:574] : INFO : Epoch 1963 | loss: 0.0311724 | val_loss: 0.0311783 | Time: 1914.85 ms [2022-04-10 14:08:59 main:574] : INFO : Epoch 1964 | loss: 0.0311703 | val_loss: 0.031179 | Time: 1936.49 ms [2022-04-10 14:09:01 main:574] : INFO : Epoch 1965 | loss: 0.03117 | val_loss: 0.0311762 | Time: 1948.85 ms [2022-04-10 14:09:02 main:574] : INFO : Epoch 1966 | loss: 0.0311682 | val_loss: 0.0311802 | Time: 1910.12 ms [2022-04-10 14:09:04 main:574] : INFO : Epoch 1967 | loss: 0.0311681 | val_loss: 0.0311752 | Time: 1949.48 ms [2022-04-10 14:09:06 main:574] : INFO : Epoch 1968 | loss: 0.0311665 | val_loss: 0.0311764 | Time: 1914.81 ms [2022-04-10 14:09:08 main:574] : INFO : Epoch 1969 | loss: 0.0311665 | val_loss: 0.031178 | Time: 1933.81 ms [2022-04-10 14:09:10 main:574] : INFO : Epoch 1970 | loss: 0.0311661 | val_loss: 0.0311765 | Time: 1890.67 ms [2022-04-10 14:09:12 main:574] : INFO : Epoch 1971 | loss: 0.0311665 | val_loss: 0.0311749 | Time: 1895.34 ms [2022-04-10 14:09:14 main:574] : INFO : Epoch 1972 | loss: 0.0311642 | val_loss: 0.0311765 | Time: 1903.77 ms [2022-04-10 14:09:16 main:574] : INFO : Epoch 1973 | loss: 0.031164 | val_loss: 0.0311737 | Time: 1882.94 ms [2022-04-10 14:09:18 main:574] : INFO : Epoch 1974 | loss: 0.0311638 | val_loss: 0.0311771 | Time: 1922.82 ms [2022-04-10 14:09:20 main:574] : INFO : Epoch 1975 | loss: 0.0311654 | val_loss: 0.0311761 | Time: 1907.47 ms [2022-04-10 14:09:22 main:574] : INFO : Epoch 1976 | loss: 0.0311648 | val_loss: 0.0311736 | Time: 1954.73 ms [2022-04-10 14:09:24 main:574] : INFO : Epoch 1977 | loss: 0.0311656 | val_loss: 0.0311777 | Time: 1912.49 ms [2022-04-10 14:09:26 main:574] : INFO : Epoch 1978 | loss: 0.0311636 | val_loss: 0.0311774 | Time: 1956.6 ms [2022-04-10 14:09:28 main:574] : INFO : Epoch 1979 | loss: 0.0311639 | val_loss: 0.0311774 | Time: 1911.63 ms [2022-04-10 14:09:30 main:574] : INFO : Epoch 1980 | loss: 0.0311686 | val_loss: 0.0311774 | Time: 1884.33 ms [2022-04-10 14:09:32 main:574] : INFO : Epoch 1981 | loss: 0.0311678 | val_loss: 0.0311772 | Time: 1918.95 ms [2022-04-10 14:09:34 main:574] : INFO : Epoch 1982 | loss: 0.0311673 | val_loss: 0.0311811 | Time: 1919.7 ms [2022-04-10 14:09:36 main:574] : INFO : Epoch 1983 | loss: 0.0311663 | val_loss: 0.0311768 | Time: 1903.58 ms [2022-04-10 14:09:38 main:574] : INFO : Epoch 1984 | loss: 0.0311634 | val_loss: 0.0311735 | Time: 1881.05 ms [2022-04-10 14:09:39 main:574] : INFO : Epoch 1985 | loss: 0.0311688 | val_loss: 0.0311751 | Time: 1939.91 ms [2022-04-10 14:09:41 main:574] : INFO : Epoch 1986 | loss: 0.0311693 | val_loss: 0.0311733 | Time: 1934.31 ms [2022-04-10 14:09:43 main:574] : INFO : Epoch 1987 | loss: 0.0311693 | val_loss: 0.0311749 | Time: 1918.5 ms [2022-04-10 14:09:45 main:574] : INFO : Epoch 1988 | loss: 0.031169 | val_loss: 0.031175 | Time: 1892.56 ms [2022-04-10 14:09:47 main:574] : INFO : Epoch 1989 | loss: 0.031168 | val_loss: 0.0311749 | Time: 1912.42 ms [2022-04-10 14:09:49 main:574] : INFO : Epoch 1990 | loss: 0.0311658 | val_loss: 0.0311708 | Time: 1916.43 ms [2022-04-10 14:09:51 main:574] : INFO : Epoch 1991 | loss: 0.0311663 | val_loss: 0.0311767 | Time: 1924.65 ms [2022-04-10 14:09:53 main:574] : INFO : Epoch 1992 | loss: 0.0311703 | val_loss: 0.0311832 | Time: 1881.98 ms [2022-04-10 14:09:55 main:574] : INFO : Epoch 1993 | loss: 0.0311744 | val_loss: 0.0311878 | Time: 1896.12 ms [2022-04-10 14:09:57 main:574] : INFO : Epoch 1994 | loss: 0.0311724 | val_loss: 0.0311762 | Time: 1897.61 ms [2022-04-10 14:09:59 main:574] : INFO : Epoch 1995 | loss: 0.0311646 | val_loss: 0.0311763 | Time: 1933.68 ms [2022-04-10 14:10:01 main:574] : INFO : Epoch 1996 | loss: 0.031163 | val_loss: 0.0311729 | Time: 1905.42 ms [2022-04-10 14:10:03 main:574] : INFO : Epoch 1997 | loss: 0.0311642 | val_loss: 0.0311756 | Time: 1947.13 ms [2022-04-10 14:10:05 main:574] : INFO : Epoch 1998 | loss: 0.031164 | val_loss: 0.0311722 | Time: 1961.08 ms [2022-04-10 14:10:07 main:574] : INFO : Epoch 1999 | loss: 0.0311652 | val_loss: 0.0311807 | Time: 1910.69 ms [2022-04-10 14:10:09 main:574] : INFO : Epoch 2000 | loss: 0.0311633 | val_loss: 0.0311745 | Time: 1932.38 ms [2022-04-10 14:10:11 main:574] : INFO : Epoch 2001 | loss: 0.0311605 | val_loss: 0.0311722 | Time: 1937.9 ms [2022-04-10 14:10:13 main:574] : INFO : Epoch 2002 | loss: 0.0311603 | val_loss: 0.0311763 | Time: 1915.93 ms [2022-04-10 14:10:15 main:574] : INFO : Epoch 2003 | loss: 0.0311606 | val_loss: 0.0311734 | Time: 1914.51 ms [2022-04-10 14:10:16 main:574] : INFO : Epoch 2004 | loss: 0.031162 | val_loss: 0.0311757 | Time: 1946.82 ms [2022-04-10 14:10:18 main:574] : INFO : Epoch 2005 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 1888.02 ms [2022-04-10 14:10:20 main:574] : INFO : Epoch 2006 | loss: 0.031165 | val_loss: 0.0311776 | Time: 1938.8 ms [2022-04-10 14:10:22 main:574] : INFO : Epoch 2007 | loss: 0.0311672 | val_loss: 0.0311845 | Time: 1900.66 ms [2022-04-10 14:10:24 main:574] : INFO : Epoch 2008 | loss: 0.0311661 | val_loss: 0.0311786 | Time: 1916.36 ms [2022-04-10 14:10:26 main:574] : INFO : Epoch 2009 | loss: 0.031162 | val_loss: 0.0311772 | Time: 1934.09 ms [2022-04-10 14:10:28 main:574] : INFO : Epoch 2010 | loss: 0.0311628 | val_loss: 0.0311767 | Time: 1920.89 ms [2022-04-10 14:10:30 main:574] : INFO : Epoch 2011 | loss: 0.0311613 | val_loss: 0.0311753 | Time: 1934.71 ms [2022-04-10 14:10:32 main:574] : INFO : Epoch 2012 | loss: 0.0311611 | val_loss: 0.0311781 | Time: 1897.69 ms [2022-04-10 14:10:34 main:574] : INFO : Epoch 2013 | loss: 0.0311623 | val_loss: 0.0311809 | Time: 1913.24 ms [2022-04-10 14:10:36 main:574] : INFO : Epoch 2014 | loss: 0.0311579 | val_loss: 0.031178 | Time: 1932.38 ms [2022-04-10 14:10:38 main:574] : INFO : Epoch 2015 | loss: 0.0311589 | val_loss: 0.0311727 | Time: 1907.45 ms [2022-04-10 14:10:40 main:574] : INFO : Epoch 2016 | loss: 0.031161 | val_loss: 0.0311749 | Time: 1869.77 ms [2022-04-10 14:10:42 main:574] : INFO : Epoch 2017 | loss: 0.0311653 | val_loss: 0.0311817 | Time: 1873.16 ms [2022-04-10 14:10:44 main:574] : INFO : Epoch 2018 | loss: 0.0311595 | val_loss: 0.0311744 | Time: 1906.98 ms [2022-04-10 14:10:45 main:574] : INFO : Epoch 2019 | loss: 0.0311591 | val_loss: 0.0311775 | Time: 1939.34 ms [2022-04-10 14:10:47 main:574] : INFO : Epoch 2020 | loss: 0.0311581 | val_loss: 0.0311765 | Time: 1924.52 ms [2022-04-10 14:10:49 main:574] : INFO : Epoch 2021 | loss: 0.0311587 | val_loss: 0.0311792 | Time: 1932.49 ms [2022-04-10 14:10:51 main:574] : INFO : Epoch 2022 | loss: 0.0311596 | val_loss: 0.0311774 | Time: 1847 ms [2022-04-10 14:10:53 main:574] : INFO : Epoch 2023 | loss: 0.031159 | val_loss: 0.0311804 | Time: 1954.14 ms [2022-04-10 14:10:55 main:574] : INFO : Epoch 2024 | loss: 0.0311562 | val_loss: 0.0311753 | Time: 1888.59 ms [2022-04-10 14:10:57 main:574] : INFO : Epoch 2025 | loss: 0.031157 | val_loss: 0.0311778 | Time: 1905.39 ms [2022-04-10 14:10:59 main:574] : INFO : Epoch 2026 | loss: 0.0311575 | val_loss: 0.0311794 | Time: 1870.23 ms [2022-04-10 14:11:01 main:574] : INFO : Epoch 2027 | loss: 0.0311594 | val_loss: 0.0311776 | Time: 1947.6 ms [2022-04-10 14:11:03 main:574] : INFO : Epoch 2028 | loss: 0.0311577 | val_loss: 0.0311741 | Time: 1897.34 ms [2022-04-10 14:11:05 main:574] : INFO : Epoch 2029 | loss: 0.0311604 | val_loss: 0.0311814 | Time: 1886 ms [2022-04-10 14:11:07 main:574] : INFO : Epoch 2030 | loss: 0.0311609 | val_loss: 0.0311813 | Time: 1919.76 ms [2022-04-10 14:11:09 main:574] : INFO : Epoch 2031 | loss: 0.0311644 | val_loss: 0.0311901 | Time: 1931.23 ms [2022-04-10 14:11:11 main:574] : INFO : Epoch 2032 | loss: 0.031164 | val_loss: 0.0311789 | Time: 1901.56 ms [2022-04-10 14:11:13 main:574] : INFO : Epoch 2033 | loss: 0.0311588 | val_loss: 0.0311835 | Time: 1928.06 ms [2022-04-10 14:11:15 main:574] : INFO : Epoch 2034 | loss: 0.0311594 | val_loss: 0.0311752 | Time: 1912.85 ms [2022-04-10 14:11:17 main:574] : INFO : Epoch 2035 | loss: 0.0311652 | val_loss: 0.0311816 | Time: 1934.22 ms [2022-04-10 14:11:18 main:574] : INFO : Epoch 2036 | loss: 0.0311669 | val_loss: 0.0311905 | Time: 1905.22 ms [2022-04-10 14:11:20 main:574] : INFO : Epoch 2037 | loss: 0.0311842 | val_loss: 0.0312131 | Time: 1908.86 ms [2022-04-10 14:11:22 main:574] : INFO : Epoch 2038 | loss: 0.0312145 | val_loss: 0.031239 | Time: 1898.63 ms [2022-04-10 14:11:24 main:574] : INFO : Epoch 2039 | loss: 0.0321401 | val_loss: 0.031957 | Time: 1878.88 ms [2022-04-10 14:11:26 main:574] : INFO : Epoch 2040 | loss: 0.0314818 | val_loss: 0.0312526 | Time: 1945.7 ms [2022-04-10 14:11:28 main:574] : INFO : Epoch 2041 | loss: 0.0312322 | val_loss: 0.0311938 | Time: 1873.28 ms [2022-04-10 14:11:30 main:574] : INFO : Epoch 2042 | loss: 0.0311919 | val_loss: 0.0311827 | Time: 1678.34 ms [2022-04-10 14:11:32 main:574] : INFO : Epoch 2043 | loss: 0.031179 | val_loss: 0.0311783 | Time: 1896.28 ms [2022-04-10 14:11:33 main:574] : INFO : Epoch 2044 | loss: 0.031175 | val_loss: 0.0311763 | Time: 1699.79 ms [2022-04-10 14:11:35 main:574] : INFO : Epoch 2045 | loss: 0.0311729 | val_loss: 0.0311773 | Time: 1695.81 ms [2022-04-10 14:11:37 main:574] : INFO : Epoch 2046 | loss: 0.0311699 | val_loss: 0.0311731 | Time: 1908.61 ms [2022-04-10 14:11:39 main:574] : INFO : Epoch 2047 | loss: 0.0311671 | val_loss: 0.0311722 | Time: 1938.43 ms [2022-04-10 14:11:41 main:574] : INFO : Epoch 2048 | loss: 0.0311671 | val_loss: 0.0311721 | Time: 1885.38 ms [2022-04-10 14:11:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311721 [2022-04-10 14:11:41 main:603] : INFO : Saving end state to config to file [2022-04-10 14:11:41 main:608] : INFO : Success, exiting.. 14:11:41 (4440): 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)