Task 4203358
| Name | ParityModified-1612597487-523-2_0 |
| Workunit | 2296160 |
| Created | 28 Feb 2021, 11:57:04 UTC |
| Sent | 9 Mar 2021, 17:55:08 UTC |
| Report deadline | 16 Mar 2021, 17:55:08 UTC |
| Received | 12 Mar 2021, 14:07:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 1 hours 5 min 9 sec |
| CPU time | 1 hours 3 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ms [2021-03-09 20:56:56 main:574] : INFO : Epoch 1598 | loss: 0.0311482 | val_loss: 0.0311603 | Time: 1823.24 ms [2021-03-09 20:56:58 main:574] : INFO : Epoch 1599 | loss: 0.0311479 | val_loss: 0.0311605 | Time: 2002.69 ms [2021-03-09 20:57:00 main:574] : INFO : Epoch 1600 | loss: 0.0311473 | val_loss: 0.0311607 | Time: 1992.55 ms [2021-03-09 20:57:02 main:574] : INFO : Epoch 1601 | loss: 0.0311483 | val_loss: 0.0311602 | Time: 1987.5 ms [2021-03-09 20:57:03 main:574] : INFO : Epoch 1602 | loss: 0.0311486 | val_loss: 0.0311735 | Time: 1792.65 ms [2021-03-09 20:57:05 main:574] : INFO : Epoch 1603 | loss: 0.0311497 | val_loss: 0.03116 | Time: 1703.32 ms [2021-03-09 20:57:07 main:574] : INFO : Epoch 1604 | loss: 0.031147 | val_loss: 0.0311614 | Time: 1898.97 ms [2021-03-09 20:57:09 main:574] : INFO : Epoch 1605 | loss: 0.031149 | val_loss: 0.0311598 | Time: 1974.62 ms [2021-03-09 20:57:11 main:574] : INFO : Epoch 1606 | loss: 0.0311484 | val_loss: 0.0311578 | Time: 1927.04 ms [2021-03-09 20:57:13 main:574] : INFO : Epoch 1607 | loss: 0.0311478 | val_loss: 0.0311606 | Time: 1956.22 ms [2021-03-09 20:57:14 main:574] : INFO : Epoch 1608 | loss: 0.0311463 | val_loss: 0.0311679 | Time: 1543.08 ms [2021-03-09 20:57:16 main:574] : INFO : Epoch 1609 | loss: 0.0311506 | val_loss: 0.0311606 | Time: 1977.75 ms [2021-03-09 20:57:18 main:574] : INFO : Epoch 1610 | loss: 0.0311463 | val_loss: 0.0311582 | Time: 1971.01 ms [2021-03-09 20:57:20 main:574] : INFO : Epoch 1611 | loss: 0.0311492 | val_loss: 0.0311612 | Time: 1975.48 ms [2021-03-09 20:57:22 main:574] : INFO : Epoch 1612 | loss: 0.0311495 | val_loss: 0.0311587 | Time: 1969.1 ms [2021-03-09 20:57:24 main:574] : INFO : Epoch 1613 | loss: 0.0311453 | val_loss: 0.0311646 | Time: 1622.01 ms [2021-03-09 20:57:26 main:574] : INFO : Epoch 1614 | loss: 0.0311511 | val_loss: 0.0311594 | Time: 1888.63 ms [2021-03-09 20:57:28 main:574] : INFO : Epoch 1615 | loss: 0.0311482 | val_loss: 0.0311619 | Time: 1944.3 ms [2021-03-09 20:57:30 main:574] : INFO : Epoch 1616 | loss: 0.0311485 | val_loss: 0.0311592 | Time: 1932.67 ms [2021-03-09 20:57:32 main:574] : INFO : Epoch 1617 | loss: 0.0311454 | val_loss: 0.0311593 | Time: 1914.21 ms [2021-03-09 20:57:34 main:574] : INFO : Epoch 1618 | loss: 0.0311457 | val_loss: 0.0311615 | Time: 1775.32 ms [2021-03-09 20:57:35 main:574] : INFO : Epoch 1619 | loss: 0.0311456 | val_loss: 0.0311599 | Time: 1720.48 ms [2021-03-09 20:57:37 main:574] : INFO : Epoch 1620 | loss: 0.0311448 | val_loss: 0.0311611 | Time: 1959.21 ms [2021-03-09 20:57:39 main:574] : INFO : Epoch 1621 | loss: 0.0311457 | val_loss: 0.0311643 | Time: 1959.68 ms [2021-03-09 20:57:41 main:574] : INFO : Epoch 1622 | loss: 0.0311455 | val_loss: 0.0311603 | Time: 1915.95 ms [2021-03-09 20:57:43 main:574] : INFO : Epoch 1623 | loss: 0.0311453 | val_loss: 0.0311622 | Time: 1955.19 ms [2021-03-09 20:57:45 main:574] : INFO : Epoch 1624 | loss: 0.0311455 | val_loss: 0.0311612 | Time: 1541.1 ms [2021-03-09 20:57:47 main:574] : INFO : Epoch 1625 | loss: 0.0311459 | val_loss: 0.0311611 | Time: 2002.4 ms [2021-03-09 20:57:49 main:574] : INFO : Epoch 1626 | loss: 0.0311451 | val_loss: 0.0311628 | Time: 1918.86 ms [2021-03-09 20:57:50 main:574] : INFO : Epoch 1627 | loss: 0.0311446 | val_loss: 0.0311608 | Time: 1921.76 ms [2021-03-09 20:57:52 main:574] : INFO : Epoch 1628 | loss: 0.0311441 | val_loss: 0.0311603 | Time: 1913.26 ms [2021-03-09 20:57:54 main:574] : INFO : Epoch 1629 | loss: 0.0311439 | val_loss: 0.0311621 | Time: 1609.73 ms [2021-03-09 20:57:56 main:574] : INFO : Epoch 1630 | loss: 0.0311441 | val_loss: 0.0311658 | Time: 1872.61 ms [2021-03-09 20:57:58 main:574] : INFO : Epoch 1631 | loss: 0.031147 | val_loss: 0.0311814 | Time: 1925.43 ms [2021-03-09 20:58:00 main:574] : INFO : Epoch 1632 | loss: 0.0311479 | val_loss: 0.031162 | Time: 1964.34 ms [2021-03-09 20:58:02 main:574] : INFO : Epoch 1633 | loss: 0.0311418 | val_loss: 0.0311622 | Time: 2010.12 ms [2021-03-09 20:58:04 main:574] : INFO : Epoch 1634 | loss: 0.0311419 | val_loss: 0.0311629 | Time: 1777.41 ms [2021-03-09 20:58:05 main:574] : INFO : Epoch 1635 | loss: 0.0311443 | val_loss: 0.0311649 | Time: 1771.15 ms [2021-03-09 20:58:07 main:574] : INFO : Epoch 1636 | loss: 0.0311507 | val_loss: 0.0311681 | Time: 1983.32 ms [2021-03-09 20:58:09 main:574] : INFO : Epoch 1637 | loss: 0.0311506 | val_loss: 0.0311641 | Time: 1966.58 ms [2021-03-09 20:58:11 main:574] : INFO : Epoch 1638 | loss: 0.0311469 | val_loss: 0.0311609 | Time: 1867.56 ms [2021-03-09 20:58:13 main:574] : INFO : Epoch 1639 | loss: 0.0311467 | val_loss: 0.0311587 | Time: 1908.54 ms [2021-03-09 20:58:15 main:574] : INFO : Epoch 1640 | loss: 0.0311425 | val_loss: 0.0311643 | Time: 1583.03 ms [2021-03-09 20:58:17 main:574] : INFO : Epoch 1641 | loss: 0.0311416 | val_loss: 0.0311625 | Time: 1913.63 ms [2021-03-09 20:58:19 main:574] : INFO : Epoch 1642 | loss: 0.0311436 | val_loss: 0.0311621 | Time: 1937.43 ms [2021-03-09 20:58:21 main:574] : INFO : Epoch 1643 | loss: 0.0311419 | val_loss: 0.0311591 | Time: 1956.19 ms [2021-03-09 20:58:23 main:574] : INFO : Epoch 1644 | loss: 0.0311431 | val_loss: 0.0311677 | Time: 1940.45 ms [2021-03-09 20:58:24 main:574] : INFO : Epoch 1645 | loss: 0.0311443 | val_loss: 0.0311606 | Time: 1646.16 ms [2021-03-09 20:58:26 main:574] : INFO : Epoch 1646 | loss: 0.0311435 | val_loss: 0.0311614 | Time: 1963.56 ms [2021-03-09 20:58:28 main:574] : INFO : Epoch 1647 | loss: 0.0311415 | val_loss: 0.0311621 | Time: 2000.15 ms [2021-03-09 20:58:30 main:574] : INFO : Epoch 1648 | loss: 0.0311409 | val_loss: 0.0311626 | Time: 1981.16 ms [2021-03-09 20:58:32 main:574] : INFO : Epoch 1649 | loss: 0.0311408 | val_loss: 0.0311638 | Time: 1987.76 ms [2021-03-09 20:58:34 main:574] : INFO : Epoch 1650 | loss: 0.0311404 | val_loss: 0.0311627 | Time: 1690.62 ms [2021-03-09 20:58:36 main:574] : INFO : Epoch 1651 | loss: 0.0311422 | val_loss: 0.0311652 | Time: 1805.92 ms [2021-03-09 20:58:38 main:574] : INFO : Epoch 1652 | loss: 0.0311416 | val_loss: 0.0311676 | Time: 1923.01 ms [2021-03-09 20:58:40 main:574] : INFO : Epoch 1653 | loss: 0.0311396 | val_loss: 0.0311611 | Time: 1897.43 ms [2021-03-09 20:58:41 main:574] : INFO : Epoch 1654 | loss: 0.0311398 | val_loss: 0.0311615 | Time: 1941.2 ms [2021-03-09 20:58:43 main:574] : INFO : Epoch 1655 | loss: 0.0311399 | val_loss: 0.0311635 | Time: 1847.88 ms [2021-03-09 20:58:45 main:574] : INFO : Epoch 1656 | loss: 0.0311405 | val_loss: 0.0311587 | Time: 1661.63 ms [2021-03-09 20:58:47 main:574] : INFO : Epoch 1657 | loss: 0.0311409 | val_loss: 0.0311632 | Time: 1980.43 ms [2021-03-09 20:58:49 main:574] : INFO : Epoch 1658 | loss: 0.0311393 | val_loss: 0.0311663 | Time: 1974.68 ms [2021-03-09 20:58:51 main:574] : INFO : Epoch 1659 | loss: 0.0311389 | val_loss: 0.0311619 | Time: 1919.24 ms [2021-03-09 20:58:53 main:574] : INFO : Epoch 1660 | loss: 0.0311386 | val_loss: 0.0311645 | Time: 1948.84 ms [2021-03-09 20:58:54 main:574] : INFO : Epoch 1661 | loss: 0.0311424 | val_loss: 0.0311635 | Time: 1551.01 ms [2021-03-09 20:58:56 main:574] : INFO : Epoch 1662 | loss: 0.0311415 | val_loss: 0.0311654 | Time: 1928.58 ms [2021-03-09 20:58:58 main:574] : INFO : Epoch 1663 | loss: 0.0311413 | val_loss: 0.031162 | Time: 1940.22 ms [2021-03-09 20:59:00 main:574] : INFO : Epoch 1664 | loss: 0.0311396 | val_loss: 0.0311607 | Time: 1935.16 ms [2021-03-09 20:59:02 main:574] : INFO : Epoch 1665 | loss: 0.0311404 | val_loss: 0.0311637 | Time: 1941.08 ms [2021-03-09 20:59:04 main:574] : INFO : Epoch 1666 | loss: 0.0311386 | val_loss: 0.0311625 | Time: 1670.76 ms [2021-03-09 20:59:06 main:574] : INFO : Epoch 1667 | loss: 0.0311428 | val_loss: 0.0311661 | Time: 1819.98 ms [2021-03-09 20:59:08 main:574] : INFO : Epoch 1668 | loss: 0.0311447 | val_loss: 0.0311605 | Time: 1917.86 ms [2021-03-09 20:59:10 main:574] : INFO : Epoch 1669 | loss: 0.0311408 | val_loss: 0.0311621 | Time: 1938.5 ms [2021-03-09 20:59:12 main:574] : INFO : Epoch 1670 | loss: 0.0311403 | val_loss: 0.0311621 | Time: 1924.31 ms [2021-03-09 20:59:13 main:574] : INFO : Epoch 1671 | loss: 0.0311404 | val_loss: 0.0311716 | Time: 1855.8 ms [2021-03-09 20:59:15 main:574] : INFO : Epoch 1672 | loss: 0.0311542 | val_loss: 0.0312497 | Time: 1626.63 ms [2021-03-09 20:59:17 main:574] : INFO : Epoch 1673 | loss: 0.0413525 | val_loss: 0.0726413 | Time: 1931.15 ms [2021-03-09 20:59:19 main:574] : INFO : Epoch 1674 | loss: 0.0416299 | val_loss: 0.0322359 | Time: 1931.56 ms [2021-03-09 20:59:21 main:574] : INFO : Epoch 1675 | loss: 0.0319961 | val_loss: 0.0316052 | Time: 1971.77 ms [2021-03-09 20:59:23 main:574] : INFO : Epoch 1676 | loss: 0.0313782 | val_loss: 0.0312938 | Time: 1949.02 ms [2021-03-09 20:59:24 main:574] : INFO : Epoch 1677 | loss: 0.0312636 | val_loss: 0.0312508 | Time: 1575.63 ms [2021-03-09 20:59:26 main:574] : INFO : Epoch 1678 | loss: 0.0312443 | val_loss: 0.0312395 | Time: 1941.87 ms [2021-03-09 20:59:28 main:574] : INFO : Epoch 1679 | loss: 0.0312379 | val_loss: 0.0312345 | Time: 1980.72 ms [2021-03-09 20:59:30 main:574] : INFO : Epoch 1680 | loss: 0.0312338 | val_loss: 0.0312311 | Time: 1958.61 ms [2021-03-09 20:59:32 main:574] : INFO : Epoch 1681 | loss: 0.0312304 | val_loss: 0.0312277 | Time: 1931.54 ms [2021-03-09 20:59:34 main:574] : INFO : Epoch 1682 | loss: 0.0312271 | val_loss: 0.0312241 | Time: 1666.82 ms [2021-03-09 20:59:36 main:574] : INFO : Epoch 1683 | loss: 0.0312236 | val_loss: 0.03122 | Time: 1800.71 ms [2021-03-09 20:59:38 main:574] : INFO : Epoch 1684 | loss: 0.031219 | val_loss: 0.0312157 | Time: 1926.8 ms [2021-03-09 20:59:40 main:574] : INFO : Epoch 1685 | loss: 0.0312151 | val_loss: 0.0312119 | Time: 1953.47 ms [2021-03-09 20:59:42 main:574] : INFO : Epoch 1686 | loss: 0.031212 | val_loss: 0.0312085 | Time: 1944.37 ms [2021-03-09 20:59:43 main:574] : INFO : Epoch 1687 | loss: 0.0312088 | val_loss: 0.0312055 | Time: 1860.23 ms [2021-03-09 20:59:45 main:574] : INFO : Epoch 1688 | loss: 0.0312058 | val_loss: 0.0312022 | Time: 1641.19 ms [2021-03-09 20:59:47 main:574] : INFO : Epoch 1689 | loss: 0.0312024 | val_loss: 0.0311992 | Time: 1936.04 ms [2021-03-09 20:59:49 main:574] : INFO : Epoch 1690 | loss: 0.0311998 | val_loss: 0.0311973 | Time: 1948.53 ms [2021-03-09 20:59:51 main:574] : INFO : Epoch 1691 | loss: 0.0311975 | val_loss: 0.0311948 | Time: 1906.31 ms [2021-03-09 20:59:53 main:574] : INFO : Epoch 1692 | loss: 0.0311954 | val_loss: 0.0311924 | Time: 1957.81 ms [2021-03-09 20:59:55 main:574] : INFO : Epoch 1693 | loss: 0.0311935 | val_loss: 0.0311911 | Time: 1574.95 ms [2021-03-09 20:59:57 main:574] : INFO : Epoch 1694 | loss: 0.0311917 | val_loss: 0.031189 | Time: 1991.46 ms [2021-03-09 20:59:58 main:574] : INFO : Epoch 1695 | loss: 0.0311901 | val_loss: 0.0311873 | Time: 1972.98 ms [2021-03-09 21:00:00 main:574] : INFO : Epoch 1696 | loss: 0.0311886 | val_loss: 0.0311859 | Time: 1938.72 ms [2021-03-09 21:00:02 main:574] : INFO : Epoch 1697 | loss: 0.0311875 | val_loss: 0.0311851 | Time: 1956.73 ms [2021-03-09 21:00:04 main:574] : INFO : Epoch 1698 | loss: 0.031187 | val_loss: 0.0311839 | Time: 1658.35 ms [2021-03-09 21:00:06 main:574] : INFO : Epoch 1699 | loss: 0.0311858 | val_loss: 0.0311828 | Time: 1806.86 ms [2021-03-09 21:00:08 main:574] : INFO : Epoch 1700 | loss: 0.0311853 | val_loss: 0.0311821 | Time: 1913.63 ms [2021-03-09 21:00:10 main:574] : INFO : Epoch 1701 | loss: 0.0311846 | val_loss: 0.0311834 | Time: 1914.46 ms [2021-03-09 21:00:12 main:574] : INFO : Epoch 1702 | loss: 0.0311849 | val_loss: 0.0311818 | Time: 1964.62 ms [2021-03-09 21:00:13 main:574] : INFO : Epoch 1703 | loss: 0.0311839 | val_loss: 0.0311812 | Time: 1793.29 ms [2021-03-09 21:00:15 main:574] : INFO : Epoch 1704 | loss: 0.0311833 | val_loss: 0.0311808 | Time: 1635.62 ms [2021-03-09 21:00:17 main:574] : INFO : Epoch 1705 | loss: 0.0311825 | val_loss: 0.0311803 | Time: 1980.85 ms [2021-03-09 21:00:19 main:574] : INFO : Epoch 1706 | loss: 0.0311819 | val_loss: 0.0311791 | Time: 1966.89 ms [2021-03-09 21:00:21 main:574] : INFO : Epoch 1707 | loss: 0.031181 | val_loss: 0.0311797 | Time: 1945.92 ms [2021-03-09 21:00:23 main:574] : INFO : Epoch 1708 | loss: 0.0311817 | val_loss: 0.0311801 | Time: 1929.59 ms [2021-03-09 21:00:25 main:574] : INFO : Epoch 1709 | loss: 0.031181 | val_loss: 0.0311788 | Time: 1575.29 ms [2021-03-09 21:00:27 main:574] : INFO : Epoch 1710 | loss: 0.0311802 | val_loss: 0.0311773 | Time: 1962.89 ms [2021-03-09 21:00:28 main:574] : INFO : Epoch 1711 | loss: 0.0311794 | val_loss: 0.0311772 | Time: 1907.33 ms [2021-03-09 21:00:30 main:574] : INFO : Epoch 1712 | loss: 0.0311795 | val_loss: 0.0311768 | Time: 1944.55 ms [2021-03-09 21:00:32 main:574] : INFO : Epoch 1713 | loss: 0.0311782 | val_loss: 0.031176 | Time: 1965.99 ms [2021-03-09 21:00:34 main:574] : INFO : Epoch 1714 | loss: 0.0311783 | val_loss: 0.0311759 | Time: 1686.16 ms [2021-03-09 21:00:36 main:574] : INFO : Epoch 1715 | loss: 0.0311773 | val_loss: 0.0311755 | Time: 1860.62 ms [2021-03-09 21:00:38 main:574] : INFO : Epoch 1716 | loss: 0.0311748 | val_loss: 0.0311719 | Time: 1931.91 ms [2021-03-09 21:00:40 main:574] : INFO : Epoch 1717 | loss: 0.0311733 | val_loss: 0.0311704 | Time: 1998.14 ms [2021-03-09 21:00:42 main:574] : INFO : Epoch 1718 | loss: 0.0311726 | val_loss: 0.0311713 | Time: 1922.96 ms [2021-03-09 21:00:44 main:574] : INFO : Epoch 1719 | loss: 0.0311721 | val_loss: 0.031171 | Time: 1845.07 ms [2021-03-09 21:00:45 main:574] : INFO : Epoch 1720 | loss: 0.0311723 | val_loss: 0.03117 | Time: 1694.12 ms [2021-03-09 21:00:47 main:574] : INFO : Epoch 1721 | loss: 0.0311714 | val_loss: 0.0311718 | Time: 2002.77 ms [2021-03-09 21:00:49 main:574] : INFO : Epoch 1722 | loss: 0.0311724 | val_loss: 0.0311714 | Time: 1990.84 ms [2021-03-09 21:00:51 main:574] : INFO : Epoch 1723 | loss: 0.0311711 | val_loss: 0.031169 | Time: 1957.2 ms [2021-03-09 21:00:53 main:574] : INFO : Epoch 1724 | loss: 0.0311705 | val_loss: 0.0311685 | Time: 1935.19 ms [2021-03-09 21:00:55 main:574] : INFO : Epoch 1725 | loss: 0.0311694 | val_loss: 0.0311676 | Time: 1512.5 ms [2021-03-09 21:00:57 main:574] : INFO : Epoch 1726 | loss: 0.031169 | val_loss: 0.0311678 | Time: 1924.88 ms [2021-03-09 21:00:59 main:574] : INFO : Epoch 1727 | loss: 0.0311689 | val_loss: 0.0311667 | Time: 1979.42 ms [2021-03-09 21:01:01 main:574] : INFO : Epoch 1728 | loss: 0.031168 | val_loss: 0.0311675 | Time: 1987.98 ms [2021-03-09 21:01:03 main:574] : INFO : Epoch 1729 | loss: 0.0311669 | val_loss: 0.0311678 | Time: 1975.56 ms [2021-03-09 21:01:04 main:574] : INFO : Epoch 1730 | loss: 0.031166 | val_loss: 0.0311655 | Time: 1600.74 ms [2021-03-09 21:01:06 main:574] : INFO : Epoch 1731 | loss: 0.0311651 | val_loss: 0.0311643 | Time: 1867.02 ms [2021-03-09 21:01:08 main:574] : INFO : Epoch 1732 | loss: 0.0311647 | val_loss: 0.0311641 | Time: 1961.77 ms [2021-03-09 21:01:10 main:574] : INFO : Epoch 1733 | loss: 0.0311646 | val_loss: 0.0311644 | Time: 2041.94 ms [2021-03-09 21:01:12 main:574] : INFO : Epoch 1734 | loss: 0.031164 | val_loss: 0.0311651 | Time: 1924.28 ms [2021-03-09 21:01:14 main:574] : INFO : Epoch 1735 | loss: 0.0311642 | val_loss: 0.0311642 | Time: 1747.38 ms [2021-03-09 21:01:16 main:574] : INFO : Epoch 1736 | loss: 0.0311639 | val_loss: 0.0311647 | Time: 1749.12 ms [2021-03-09 21:01:18 main:574] : INFO : Epoch 1737 | loss: 0.0311635 | val_loss: 0.0311621 | Time: 1916.49 ms [2021-03-09 21:01:20 main:574] : INFO : Epoch 1738 | loss: 0.0311625 | val_loss: 0.0311624 | Time: 1982.13 ms [2021-03-09 21:01:22 main:574] : INFO : Epoch 1739 | loss: 0.0311622 | val_loss: 0.0311611 | Time: 1996.95 ms [2021-03-09 21:01:24 main:574] : INFO : Epoch 1740 | loss: 0.031162 | val_loss: 0.0311628 | Time: 1924.74 ms [2021-03-09 21:01:25 main:574] : INFO : Epoch 1741 | loss: 0.0311606 | val_loss: 0.0311607 | Time: 1596.27 ms [2021-03-09 21:01:27 main:574] : INFO : Epoch 1742 | loss: 0.0311597 | val_loss: 0.0311598 | Time: 1929.7 ms [2021-03-09 21:01:29 main:574] : INFO : Epoch 1743 | loss: 0.0311592 | val_loss: 0.0311609 | Time: 1989.02 ms [2021-03-09 21:01:31 main:574] : INFO : Epoch 1744 | loss: 0.0311589 | val_loss: 0.0311592 | Time: 1939.67 ms [2021-03-09 21:01:33 main:574] : INFO : Epoch 1745 | loss: 0.0311585 | val_loss: 0.0311596 | Time: 1955.58 ms [2021-03-09 21:01:35 main:574] : INFO : Epoch 1746 | loss: 0.0311579 | val_loss: 0.0311604 | Time: 1631.64 ms [2021-03-09 21:01:37 main:574] : INFO : Epoch 1747 | loss: 0.0311597 | val_loss: 0.0311591 | Time: 1944.64 ms [2021-03-09 21:01:39 main:574] : INFO : Epoch 1748 | loss: 0.031158 | val_loss: 0.0311593 | Time: 1970.89 ms [2021-03-09 21:01:41 main:574] : INFO : Epoch 1749 | loss: 0.0311572 | val_loss: 0.0311575 | Time: 1909.23 ms [2021-03-09 21:01:42 main:574] : INFO : Epoch 1750 | loss: 0.0311582 | val_loss: 0.03116 | Time: 1960.21 ms [2021-03-09 21:01:44 main:574] : INFO : Epoch 1751 | loss: 0.0311571 | val_loss: 0.0311569 | Time: 1671.54 ms [2021-03-09 21:01:46 main:574] : INFO : Epoch 1752 | loss: 0.031156 | val_loss: 0.0311568 | Time: 1811.24 ms [2021-03-09 21:01:48 main:574] : INFO : Epoch 1753 | loss: 0.0311552 | val_loss: 0.0311562 | Time: 1983.25 ms [2021-03-09 21:01:50 main:574] : INFO : Epoch 1754 | loss: 0.0311555 | val_loss: 0.0311607 | Time: 1964.23 ms [2021-03-09 21:01:52 main:574] : INFO : Epoch 1755 | loss: 0.031157 | val_loss: 0.0311577 | Time: 1946.36 ms [2021-03-09 21:01:54 main:574] : INFO : Epoch 1756 | loss: 0.0311563 | val_loss: 0.031157 | Time: 1817.85 ms [2021-03-09 21:01:55 main:574] : INFO : Epoch 1757 | loss: 0.0311545 | val_loss: 0.031155 | Time: 1659.45 ms [2021-03-09 21:01:57 main:574] : INFO : Epoch 1758 | loss: 0.0311537 | val_loss: 0.0311552 | Time: 1978.17 ms [2021-03-09 21:01:59 main:574] : INFO : Epoch 1759 | loss: 0.0311544 | val_loss: 0.0311618 | Time: 1986.86 ms [2021-03-09 21:02:01 main:574] : INFO : Epoch 1760 | loss: 0.0311552 | val_loss: 0.0311576 | Time: 1998.31 ms [2021-03-09 21:02:03 main:574] : INFO : Epoch 1761 | loss: 0.0311523 | val_loss: 0.0311548 | Time: 1997.65 ms [2021-03-09 21:02:05 main:574] : INFO : Epoch 1762 | loss: 0.0311525 | val_loss: 0.0311558 | Time: 1522.17 ms [2021-03-09 21:02:07 main:574] : INFO : Epoch 1763 | loss: 0.0311514 | val_loss: 0.0311548 | Time: 1938.07 ms [2021-03-09 21:02:09 main:574] : INFO : Epoch 1764 | loss: 0.0311515 | val_loss: 0.0311582 | Time: 1906.09 ms [2021-03-09 21:02:11 main:574] : INFO : Epoch 1765 | loss: 0.0311521 | val_loss: 0.0311557 | Time: 1943.61 ms [2021-03-09 21:02:13 main:574] : INFO : Epoch 1766 | loss: 0.0311511 | val_loss: 0.0311558 | Time: 1940.78 ms [2021-03-09 21:02:14 main:574] : INFO : Epoch 1767 | loss: 0.0311557 | val_loss: 0.0311896 | Time: 1642.46 ms [2021-03-09 21:02:16 main:574] : INFO : Epoch 1768 | loss: 0.0311631 | val_loss: 0.0311576 | Time: 1789.14 ms [2021-03-09 21:02:18 main:574] : INFO : Epoch 1769 | loss: 0.0311526 | val_loss: 0.0311555 | Time: 1948.2 ms [2021-03-09 21:02:20 main:574] : INFO : Epoch 1770 | loss: 0.0311526 | val_loss: 0.0311565 | Time: 1967.44 ms [2021-03-09 21:02:22 main:574] : INFO : Epoch 1771 | loss: 0.0311506 | val_loss: 0.031155 | Time: 1961.25 ms [2021-03-09 21:02:24 main:574] : INFO : Epoch 1772 | loss: 0.0311504 | val_loss: 0.031157 | Time: 1789.9 ms [2021-03-09 21:02:26 main:574] : INFO : Epoch 1773 | loss: 0.0311508 | val_loss: 0.0311543 | Time: 1667.2 ms [2021-03-09 21:02:28 main:574] : INFO : Epoch 1774 | loss: 0.0311513 | val_loss: 0.0311545 | Time: 1970.67 ms [2021-03-09 21:02:29 main:574] : INFO : Epoch 1775 | loss: 0.0311516 | val_loss: 0.0311602 | Time: 1939.32 ms [2021-03-09 21:02:31 main:574] : INFO : Epoch 1776 | loss: 0.0311496 | val_loss: 0.0311556 | Time: 1950.71 ms [2021-03-09 21:02:33 main:574] : INFO : Epoch 1777 | loss: 0.0311488 | val_loss: 0.0311545 | Time: 1920.73 ms [2021-03-09 21:02:35 main:574] : INFO : Epoch 1778 | loss: 0.0311493 | val_loss: 0.0311568 | Time: 1557.9 ms [2021-03-09 21:02:37 main:574] : INFO : Epoch 1779 | loss: 0.0311537 | val_loss: 0.0311554 | Time: 1932.29 ms [2021-03-09 21:02:39 main:574] : INFO : Epoch 1780 | loss: 0.0311506 | val_loss: 0.0311579 | Time: 1946.86 ms [2021-03-09 21:02:41 main:574] : INFO : Epoch 1781 | loss: 0.0311525 | val_loss: 0.0311565 | Time: 1956.81 ms [2021-03-09 21:02:43 main:574] : INFO : Epoch 1782 | loss: 0.0311488 | val_loss: 0.031155 | Time: 1962.87 ms [2021-03-09 21:02:44 main:574] : INFO : Epoch 1783 | loss: 0.0311493 | val_loss: 0.0311558 | Time: 1640.87 ms [2021-03-09 21:02:46 main:574] : INFO : Epoch 1784 | loss: 0.0311501 | val_loss: 0.0311537 | Time: 1905.43 ms [2021-03-09 21:02:48 main:574] : INFO : Epoch 1785 | loss: 0.0311491 | val_loss: 0.0311532 | Time: 1971.32 ms [2021-03-09 21:02:50 main:574] : INFO : Epoch 1786 | loss: 0.0311498 | val_loss: 0.0311545 | Time: 2028.38 ms [2021-03-09 21:02:52 main:574] : INFO : Epoch 1787 | loss: 0.0311488 | val_loss: 0.0311562 | Time: 1990.79 ms [2021-03-09 21:02:54 main:574] : INFO : Epoch 1788 | loss: 0.0311515 | val_loss: 0.0311569 | Time: 1745.19 ms [2021-03-09 21:02:56 main:574] : INFO : Epoch 1789 | loss: 0.0311523 | val_loss: 0.0311565 | Time: 1726.29 ms [2021-03-09 21:02:58 main:574] : INFO : Epoch 1790 | loss: 0.031148 | val_loss: 0.0311534 | Time: 1952.47 ms [2021-03-09 21:03:00 main:574] : INFO : Epoch 1791 | loss: 0.0311478 | val_loss: 0.0311534 | Time: 1946.7 ms [2021-03-09 21:03:02 main:574] : INFO : Epoch 1792 | loss: 0.0311481 | val_loss: 0.0311565 | Time: 1916.29 ms [2021-03-09 21:03:04 main:574] : INFO : Epoch 1793 | loss: 0.0311504 | val_loss: 0.0311589 | Time: 1967.39 ms [2021-03-09 21:03:05 main:574] : INFO : Epoch 1794 | loss: 0.0311489 | val_loss: 0.0311581 | Time: 1558.21 ms [2021-03-09 21:03:07 main:574] : INFO : Epoch 1795 | loss: 0.0311501 | val_loss: 0.031153 | Time: 1958.22 ms [2021-03-09 21:03:09 main:574] : INFO : Epoch 1796 | loss: 0.0311475 | val_loss: 0.0311528 | Time: 1923.64 ms [2021-03-09 21:03:11 main:574] : INFO : Epoch 1797 | loss: 0.0311465 | val_loss: 0.031154 | Time: 1954.02 ms [2021-03-09 21:03:13 main:574] : INFO : Epoch 1798 | loss: 0.0311458 | val_loss: 0.0311548 | Time: 1969.38 ms [2021-03-09 21:03:15 main:574] : INFO : Epoch 1799 | loss: 0.0311478 | val_loss: 0.0311537 | Time: 1598.12 ms [2021-03-09 21:03:17 main:574] : INFO : Epoch 1800 | loss: 0.0311456 | val_loss: 0.031153 | Time: 1852.19 ms [2021-03-09 21:03:19 main:574] : INFO : Epoch 1801 | loss: 0.0311458 | val_loss: 0.0311552 | Time: 1986.55 ms [2021-03-09 21:03:21 main:574] : INFO : Epoch 1802 | loss: 0.0311484 | val_loss: 0.0311557 | Time: 1952.03 ms [2021-03-09 21:03:22 main:574] : INFO : Epoch 1803 | loss: 0.0311468 | val_loss: 0.0311586 | Time: 1925.13 ms [2021-03-09 21:03:24 main:574] : INFO : Epoch 1804 | loss: 0.0311479 | val_loss: 0.0311536 | Time: 1775.76 ms [2021-03-09 21:03:26 main:574] : INFO : Epoch 1805 | loss: 0.0311492 | val_loss: 0.0311561 | Time: 1730.63 ms [2021-03-09 21:03:28 main:574] : INFO : Epoch 1806 | loss: 0.0311457 | val_loss: 0.0311535 | Time: 1898.73 ms [2021-03-09 21:03:30 main:574] : INFO : Epoch 1807 | loss: 0.0311457 | val_loss: 0.0311539 | Time: 1956.93 ms [2021-03-09 21:03:32 main:574] : INFO : Epoch 1808 | loss: 0.0311449 | val_loss: 0.0311526 | Time: 1960.24 ms [2021-03-09 21:03:34 main:574] : INFO : Epoch 1809 | loss: 0.031146 | val_loss: 0.0311534 | Time: 1900.2 ms [2021-03-09 21:03:35 main:574] : INFO : Epoch 1810 | loss: 0.0311449 | val_loss: 0.0311565 | Time: 1572.75 ms [2021-03-09 21:03:37 main:574] : INFO : Epoch 1811 | loss: 0.031147 | val_loss: 0.0311558 | Time: 1951.56 ms [2021-03-09 21:03:39 main:574] : INFO : Epoch 1812 | loss: 0.0311481 | val_loss: 0.0311605 | Time: 1968.26 ms [2021-03-09 21:03:41 main:574] : INFO : Epoch 1813 | loss: 0.0311464 | val_loss: 0.031152 | Time: 1944.27 ms [2021-03-09 21:03:43 main:574] : INFO : Epoch 1814 | loss: 0.0311461 | val_loss: 0.0311546 | Time: 1983.48 ms [2021-03-09 21:03:45 main:574] : INFO : Epoch 1815 | loss: 0.031147 | val_loss: 0.031154 | Time: 1602.04 ms [2021-03-09 21:03:47 main:574] : INFO : Epoch 1816 | loss: 0.0311494 | val_loss: 0.0311525 | Time: 1927.33 ms [2021-03-09 21:03:49 main:574] : INFO : Epoch 1817 | loss: 0.0311448 | val_loss: 0.0311544 | Time: 1993.85 ms [2021-03-09 21:03:51 main:574] : INFO : Epoch 1818 | loss: 0.031144 | val_loss: 0.0311541 | Time: 1955.01 ms [2021-03-09 21:03:53 main:574] : INFO : Epoch 1819 | loss: 0.0311444 | val_loss: 0.031154 | Time: 1903.76 ms [2021-03-09 21:03:54 main:574] : INFO : Epoch 1820 | loss: 0.0311445 | val_loss: 0.0311546 | Time: 1716.67 ms [2021-03-09 21:03:56 main:574] : INFO : Epoch 1821 | loss: 0.0311443 | val_loss: 0.0311527 | Time: 1719.24 ms [2021-03-09 21:03:58 main:574] : INFO : Epoch 1822 | loss: 0.0311443 | val_loss: 0.0311531 | Time: 1969.54 ms [2021-03-09 21:04:00 main:574] : INFO : Epoch 1823 | loss: 0.0311441 | val_loss: 0.0311514 | Time: 1947.38 ms [2021-03-09 21:04:02 main:574] : INFO : Epoch 1824 | loss: 0.0311448 | val_loss: 0.0311581 | Time: 2026.12 ms [2021-03-09 21:04:04 main:574] : INFO : Epoch 1825 | loss: 0.0311464 | val_loss: 0.0311532 | Time: 1901.36 ms [2021-03-09 21:04:06 main:574] : INFO : Epoch 1826 | loss: 0.0311442 | val_loss: 0.031158 | Time: 1641.58 ms [2021-03-09 21:04:08 main:574] : INFO : Epoch 1827 | loss: 0.0311523 | val_loss: 0.0311586 | Time: 1986.47 ms [2021-03-09 21:04:10 main:574] : INFO : Epoch 1828 | loss: 0.0311489 | val_loss: 0.0311522 | Time: 1984.69 ms [2021-03-09 21:04:12 main:574] : INFO : Epoch 1829 | loss: 0.0311454 | val_loss: 0.0311526 | Time: 2056.22 ms [2021-03-09 21:04:14 main:574] : INFO : Epoch 1830 | loss: 0.0311431 | val_loss: 0.0311508 | Time: 1908.97 ms [2021-03-09 21:04:15 main:574] : INFO : Epoch 1831 | loss: 0.0311427 | val_loss: 0.0311541 | Time: 1561.08 ms [2021-03-09 21:04:17 main:574] : INFO : Epoch 1832 | loss: 0.0311432 | val_loss: 0.0311547 | Time: 1961.21 ms [2021-03-09 21:04:19 main:574] : INFO : Epoch 1833 | loss: 0.0311476 | val_loss: 0.031157 | Time: 1926.95 ms [2021-03-09 21:04:21 main:574] : INFO : Epoch 1834 | loss: 0.03115 | val_loss: 0.0311587 | Time: 1944.67 ms [2021-03-09 21:04:23 main:574] : INFO : Epoch 1835 | loss: 0.0311513 | val_loss: 0.0311612 | Time: 1935.09 ms [2021-03-09 21:04:25 main:574] : INFO : Epoch 1836 | loss: 0.0311446 | val_loss: 0.0311553 | Time: 1661.75 ms [2021-03-09 21:04:26 main:574] : INFO : Epoch 1837 | loss: 0.0311414 | val_loss: 0.0311542 | Time: 1809.73 ms [2021-03-09 21:04:28 main:574] : INFO : Epoch 1838 | loss: 0.0311422 | val_loss: 0.0311516 | Time: 1897.2 ms [2021-03-09 21:04:30 main:574] : INFO : Epoch 1839 | loss: 0.031142 | val_loss: 0.0311512 | Time: 1951.19 ms [2021-03-09 21:04:32 main:574] : INFO : Epoch 1840 | loss: 0.0311439 | val_loss: 0.0311629 | Time: 1946.25 ms [2021-03-09 21:04:34 main:574] : INFO : Epoch 1841 | loss: 0.0311518 | val_loss: 0.0311536 | Time: 1836.72 ms [2021-03-09 21:04:36 main:574] : INFO : Epoch 1842 | loss: 0.0311453 | val_loss: 0.0311513 | Time: 1621.27 ms [2021-03-09 21:04:38 main:574] : INFO : Epoch 1843 | loss: 0.0311414 | val_loss: 0.0311507 | Time: 1966.69 ms [2021-03-09 21:04:40 main:574] : INFO : Epoch 1844 | loss: 0.0311454 | val_loss: 0.0311575 | Time: 2004.33 ms [2021-03-09 21:04:42 main:574] : INFO : Epoch 1845 | loss: 0.0311474 | val_loss: 0.0311645 | Time: 1986.55 ms [2021-03-09 21:04:44 main:574] : INFO : Epoch 1846 | loss: 0.0311486 | val_loss: 0.0311557 | Time: 2035.88 ms [2021-03-09 21:04:45 main:574] : INFO : Epoch 1847 | loss: 0.0311417 | val_loss: 0.0311575 | Time: 1552.89 ms [2021-03-09 21:04:47 main:574] : INFO : Epoch 1848 | loss: 0.031141 | val_loss: 0.0311553 | Time: 2026.39 ms [2021-03-09 21:04:49 main:574] : INFO : Epoch 1849 | loss: 0.0311414 | val_loss: 0.0311503 | Time: 2002.79 ms [2021-03-09 21:04:51 main:574] : INFO : Epoch 1850 | loss: 0.0311396 | val_loss: 0.0311529 | Time: 2001.4 ms [2021-03-09 21:04:53 main:574] : INFO : Epoch 1851 | loss: 0.0311399 | val_loss: 0.0311525 | Time: 1945.46 ms [2021-03-09 21:04:55 main:574] : INFO : Epoch 1852 | loss: 0.0311401 | val_loss: 0.0311517 | Time: 1591.85 ms [2021-03-09 21:04:57 main:574] : INFO : Epoch 1853 | loss: 0.0311391 | val_loss: 0.0311557 | Time: 1899.44 ms [2021-03-09 21:04:59 main:574] : INFO : Epoch 1854 | loss: 0.031146 | val_loss: 0.031153 | Time: 1968.9 ms [2021-03-09 21:05:01 main:574] : INFO : Epoch 1855 | loss: 0.0311411 | val_loss: 0.0311514 | Time: 1980.87 ms [2021-03-09 21:05:03 main:574] : INFO : Epoch 1856 | loss: 0.031141 | val_loss: 0.0311545 | Time: 1984.92 ms [2021-03-09 21:05:05 main:574] : INFO : Epoch 1857 | loss: 0.0311409 | val_loss: 0.031152 | Time: 1721.75 ms [2021-03-09 21:05:06 main:574] : INFO : Epoch 1858 | loss: 0.0311404 | val_loss: 0.0311565 | Time: 1837.45 ms [2021-03-09 21:05:08 main:574] : INFO : Epoch 1859 | loss: 0.0311381 | val_loss: 0.0311498 | Time: 1962.68 ms [2021-03-09 21:05:10 main:574] : INFO : Epoch 1860 | loss: 0.031138 | val_loss: 0.0311516 | Time: 1945.98 ms [2021-03-09 21:05:12 main:574] : INFO : Epoch 1861 | loss: 0.03114 | val_loss: 0.0311496 | Time: 1967.59 ms [2021-03-09 21:05:14 main:574] : INFO : Epoch 1862 | loss: 0.0311381 | val_loss: 0.03115 | Time: 1854.14 ms [2021-03-09 21:05:16 main:574] : INFO : Epoch 1863 | loss: 0.031137 | val_loss: 0.0311514 | Time: 1680.04 ms [2021-03-09 21:05:18 main:574] : INFO : Epoch 1864 | loss: 0.031139 | val_loss: 0.0311513 | Time: 2036.79 ms [2021-03-09 21:05:20 main:574] : INFO : Epoch 1865 | loss: 0.0311382 | val_loss: 0.0311538 | Time: 2012.01 ms [2021-03-09 21:05:22 main:574] : INFO : Epoch 1866 | loss: 0.0311409 | val_loss: 0.0311505 | Time: 1979.39 ms [2021-03-09 21:05:24 main:574] : INFO : Epoch 1867 | loss: 0.0311382 | val_loss: 0.0311496 | Time: 2001.16 ms [2021-03-09 21:05:25 main:574] : INFO : Epoch 1868 | loss: 0.0311391 | val_loss: 0.0311524 | Time: 1537.43 ms [2021-03-09 21:05:27 main:574] : INFO : Epoch 1869 | loss: 0.031138 | val_loss: 0.03115 | Time: 2003.08 ms [2021-03-09 21:05:30 main:574] : INFO : Epoch 1870 | loss: 0.0311395 | val_loss: 0.0311511 | Time: 2113.13 ms [2021-03-09 21:05:32 main:574] : INFO : Epoch 1871 | loss: 0.0311378 | val_loss: 0.0311537 | Time: 2139.82 ms [2021-03-09 21:05:34 main:574] : INFO : Epoch 1872 | loss: 0.0311412 | val_loss: 0.0311624 | Time: 2053.38 ms [2021-03-09 21:05:35 main:574] : INFO : Epoch 1873 | loss: 0.0311406 | val_loss: 0.0311548 | Time: 1554.46 ms [2021-03-09 21:05:37 main:574] : INFO : Epoch 1874 | loss: 0.0311365 | val_loss: 0.0311498 | Time: 2006.49 ms [2021-03-09 21:05:39 main:574] : INFO : Epoch 1875 | loss: 0.0311393 | val_loss: 0.0311518 | Time: 2054.92 ms [2021-03-09 21:05:42 main:574] : INFO : Epoch 1876 | loss: 0.031139 | val_loss: 0.0311542 | Time: 2046.9 ms [2021-03-09 21:05:44 main:574] : INFO : Epoch 1877 | loss: 0.0311387 | val_loss: 0.0311504 | Time: 2039.84 ms [2021-03-09 21:05:45 main:574] : INFO : Epoch 1878 | loss: 0.031142 | val_loss: 0.0311661 | Time: 1636.68 ms [2021-03-09 21:05:47 main:574] : INFO : Epoch 1879 | loss: 0.0311411 | val_loss: 0.0311513 | Time: 2024.19 ms [2021-03-09 21:05:49 main:574] : INFO : Epoch 1880 | loss: 0.0311356 | val_loss: 0.0311518 | Time: 2027.28 ms [2021-03-09 21:05:51 main:574] : INFO : Epoch 1881 | loss: 0.0311349 | val_loss: 0.03115 | Time: 2075.96 ms [2021-03-09 21:05:53 main:574] : INFO : Epoch 1882 | loss: 0.0311368 | val_loss: 0.0311478 | Time: 2032.29 ms [2021-03-09 21:05:55 main:574] : INFO : Epoch 1883 | loss: 0.0311356 | val_loss: 0.031149 | Time: 1630.51 ms [2021-03-09 21:05:57 main:574] : INFO : Epoch 1884 | loss: 0.0311363 | val_loss: 0.0311508 | Time: 1987.64 ms [2021-03-09 21:05:59 main:574] : INFO : Epoch 1885 | loss: 0.0311369 | val_loss: 0.0311489 | Time: 1962.29 ms [2021-03-09 21:06:01 main:574] : INFO : Epoch 1886 | loss: 0.0311391 | val_loss: 0.0311535 | Time: 1953.04 ms [2021-03-09 21:06:03 main:574] : INFO : Epoch 1887 | loss: 0.0311392 | val_loss: 0.0311504 | Time: 2005.99 ms [2021-03-09 21:06:05 main:574] : INFO : Epoch 1888 | loss: 0.0311364 | val_loss: 0.0311528 | Time: 1702.66 ms [2021-03-09 21:06:07 main:574] : INFO : Epoch 1889 | loss: 0.0311366 | val_loss: 0.0311564 | Time: 1788.35 ms [2021-03-09 21:06:09 main:574] : INFO : Epoch 1890 | loss: 0.031137 | val_loss: 0.0311502 | Time: 1987.88 ms [2021-03-09 21:06:10 main:574] : INFO : Epoch 1891 | loss: 0.0311354 | val_loss: 0.0311501 | Time: 1951.67 ms [2021-03-09 21:06:13 main:574] : INFO : Epoch 1892 | loss: 0.0311357 | val_loss: 0.0311506 | Time: 2001.32 ms [2021-03-09 21:06:14 main:574] : INFO : Epoch 1893 | loss: 0.0311379 | val_loss: 0.0311506 | Time: 1826.67 ms [2021-03-09 21:06:16 main:574] : INFO : Epoch 1894 | loss: 0.0311425 | val_loss: 0.0311593 | Time: 1655.22 ms [2021-03-09 21:06:18 main:574] : INFO : Epoch 1895 | loss: 0.0311409 | val_loss: 0.0311512 | Time: 1942.48 ms [2021-03-09 21:06:20 main:574] : INFO : Epoch 1896 | loss: 0.031137 | val_loss: 0.0311503 | Time: 1973.15 ms [2021-03-09 21:06:22 main:574] : INFO : Epoch 1897 | loss: 0.0311405 | val_loss: 0.0311649 | Time: 1995.41 ms [2021-03-09 21:06:24 main:574] : INFO : Epoch 1898 | loss: 0.0311417 | val_loss: 0.0311535 | Time: 2038 ms [2021-03-09 21:06:26 main:574] : INFO : Epoch 1899 | loss: 0.031137 | val_loss: 0.0311514 | Time: 1555.61 ms [2021-03-09 21:06:28 main:574] : INFO : Epoch 1900 | loss: 0.0311374 | val_loss: 0.0311508 | Time: 1948.11 ms [2021-03-09 21:06:30 main:574] : INFO : Epoch 1901 | loss: 0.0311368 | val_loss: 0.0311566 | Time: 2016.71 ms [2021-03-09 21:06:32 main:574] : INFO : Epoch 1902 | loss: 0.0311362 | val_loss: 0.0311528 | Time: 2032.79 ms [2021-03-09 21:06:34 main:574] : INFO : Epoch 1903 | loss: 0.0311404 | val_loss: 0.0311582 | Time: 1986.41 ms [2021-03-09 21:06:35 main:574] : INFO : Epoch 1904 | loss: 0.0311385 | val_loss: 0.0311492 | Time: 1532.49 ms [2021-03-09 21:06:37 main:574] : INFO : Epoch 1905 | loss: 0.0311362 | val_loss: 0.0311526 | Time: 1930.79 ms [2021-03-09 21:06:39 main:574] : INFO : Epoch 1906 | loss: 0.0311342 | val_loss: 0.0311499 | Time: 1980.4 ms [2021-03-09 21:06:41 main:574] : INFO : Epoch 1907 | loss: 0.0311353 | val_loss: 0.0311534 | Time: 1912.43 ms [2021-03-09 21:06:43 main:574] : INFO : Epoch 1908 | loss: 0.0311354 | val_loss: 0.0311555 | Time: 1994.81 ms [2021-03-09 21:06:45 main:574] : INFO : Epoch 1909 | loss: 0.0311349 | val_loss: 0.0311568 | Time: 1730.49 ms [2021-03-09 21:06:47 main:574] : INFO : Epoch 1910 | loss: 0.0311356 | val_loss: 0.0311509 | Time: 1822.77 ms [2021-03-09 21:06:49 main:574] : INFO : Epoch 1911 | loss: 0.0311347 | val_loss: 0.0311547 | Time: 1986.64 ms [2021-03-09 21:06:51 main:574] : INFO : Epoch 1912 | loss: 0.0311365 | val_loss: 0.031151 | Time: 1989.98 ms [2021-03-09 21:06:53 main:574] : INFO : Epoch 1913 | loss: 0.0311367 | val_loss: 0.0311527 | Time: 2030.92 ms [2021-03-09 21:06:54 main:574] : INFO : Epoch 1914 | loss: 0.0311381 | val_loss: 0.0311488 | Time: 1884.92 ms [2021-03-09 21:06:56 main:574] : INFO : Epoch 1915 | loss: 0.0311417 | val_loss: 0.0311513 | Time: 1693.85 ms [2021-03-09 21:06:58 main:574] : INFO : Epoch 1916 | loss: 0.03114 | val_loss: 0.0311507 | Time: 1976.52 ms [2021-03-09 21:07:00 main:574] : INFO : Epoch 1917 | loss: 0.0311381 | val_loss: 0.0311524 | Time: 1972.06 ms [2021-03-09 21:07:02 main:574] : INFO : Epoch 1918 | loss: 0.0311363 | val_loss: 0.0311485 | Time: 1993.26 ms [2021-03-09 21:07:04 main:574] : INFO : Epoch 1919 | loss: 0.0311377 | val_loss: 0.0311578 | Time: 1919.58 ms [2021-03-09 21:07:06 main:574] : INFO : Epoch 1920 | loss: 0.0311379 | val_loss: 0.0311497 | Time: 1538.7 ms [2021-03-09 21:07:08 main:574] : INFO : Epoch 1921 | loss: 0.0311349 | val_loss: 0.031149 | Time: 1990.91 ms [2021-03-09 21:07:10 main:574] : INFO : Epoch 1922 | loss: 0.0311354 | val_loss: 0.0311492 | Time: 1956.48 ms [2021-03-09 21:07:12 main:574] : INFO : Epoch 1923 | loss: 0.0311337 | val_loss: 0.0311474 | Time: 1944.83 ms [2021-03-09 21:07:14 main:574] : INFO : Epoch 1924 | loss: 0.0311358 | val_loss: 0.0311518 | Time: 1991.68 ms [2021-03-09 21:07:15 main:574] : INFO : Epoch 1925 | loss: 0.0311369 | val_loss: 0.0311517 | Time: 1586.32 ms [2021-03-09 21:07:17 main:574] : INFO : Epoch 1926 | loss: 0.0311362 | val_loss: 0.0311487 | Time: 1885.73 ms [2021-03-09 21:07:19 main:574] : INFO : Epoch 1927 | loss: 0.0311344 | val_loss: 0.0311522 | Time: 2031.24 ms [2021-03-09 21:07:21 main:574] : INFO : Epoch 1928 | loss: 0.0311343 | val_loss: 0.0311488 | Time: 1986.71 ms [2021-03-09 21:07:23 main:574] : INFO : Epoch 1929 | loss: 0.031135 | val_loss: 0.0311512 | Time: 1960.51 ms [2021-03-09 21:07:25 main:574] : INFO : Epoch 1930 | loss: 0.031133 | val_loss: 0.0311508 | Time: 1731.89 ms [2021-03-09 21:07:27 main:574] : INFO : Epoch 1931 | loss: 0.031133 | val_loss: 0.0311478 | Time: 1768.15 ms [2021-03-09 21:07:29 main:574] : INFO : Epoch 1932 | loss: 0.0311318 | val_loss: 0.0311491 | Time: 1989.84 ms [2021-03-09 21:07:31 main:574] : INFO : Epoch 1933 | loss: 0.0311345 | val_loss: 0.0311561 | Time: 1998.06 ms [2021-03-09 21:07:33 main:574] : INFO : Epoch 1934 | loss: 0.0311371 | val_loss: 0.0311501 | Time: 1959.14 ms [2021-03-09 21:07:34 main:574] : INFO : Epoch 1935 | loss: 0.031136 | val_loss: 0.0311507 | Time: 1943.46 ms [2021-03-09 21:07:36 main:574] : INFO : Epoch 1936 | loss: 0.0311336 | val_loss: 0.0311503 | Time: 1647.93 ms [2021-03-09 21:07:38 main:574] : INFO : Epoch 1937 | loss: 0.0311359 | val_loss: 0.0311499 | Time: 1975 ms [2021-03-09 21:07:40 main:574] : INFO : Epoch 1938 | loss: 0.0311346 | val_loss: 0.0311471 | Time: 2039.97 ms [2021-03-09 21:07:42 main:574] : INFO : Epoch 1939 | loss: 0.0311322 | val_loss: 0.0311482 | Time: 1954.68 ms [2021-03-09 21:07:44 main:574] : INFO : Epoch 1940 | loss: 0.0311307 | val_loss: 0.0311504 | Time: 2032.33 ms [2021-03-09 21:07:46 main:574] : INFO : Epoch 1941 | loss: 0.0311314 | val_loss: 0.0311509 | Time: 1515.89 ms [2021-03-09 21:07:48 main:574] : INFO : Epoch 1942 | loss: 0.0311331 | val_loss: 0.0311485 | Time: 1946.13 ms [2021-03-09 21:07:50 main:574] : INFO : Epoch 1943 | loss: 0.0311321 | val_loss: 0.0311502 | Time: 1915.47 ms [2021-03-09 21:07:52 main:574] : INFO : Epoch 1944 | loss: 0.0311326 | val_loss: 0.0311511 | Time: 1958.42 ms [2021-03-09 21:07:54 main:574] : INFO : Epoch 1945 | loss: 0.0311322 | val_loss: 0.0311518 | Time: 1977.01 ms [2021-03-09 21:07:55 main:574] : INFO : Epoch 1946 | loss: 0.0311336 | val_loss: 0.0311481 | Time: 1632.8 ms [2021-03-09 21:07:57 main:574] : INFO : Epoch 1947 | loss: 0.0311318 | val_loss: 0.0311481 | Time: 1865.53 ms [2021-03-09 21:07:59 main:574] : INFO : Epoch 1948 | loss: 0.0311308 | val_loss: 0.031149 | Time: 1935.35 ms [2021-03-09 21:08:01 main:574] : INFO : Epoch 1949 | loss: 0.0311315 | val_loss: 0.0311481 | Time: 1966.77 ms [2021-03-09 21:08:03 main:574] : INFO : Epoch 1950 | loss: 0.0311325 | val_loss: 0.0311553 | Time: 1989.09 ms [2021-03-09 21:08:05 main:574] : INFO : Epoch 1951 | loss: 0.0311342 | val_loss: 0.0311543 | Time: 1736.8 ms [2021-03-09 21:08:06 main:574] : INFO : Epoch 1952 | loss: 0.031132 | val_loss: 0.0311516 | Time: 1702.91 ms [2021-03-09 21:08:08 main:574] : INFO : Epoch 1953 | loss: 0.0311318 | val_loss: 0.0311506 | Time: 2018.52 ms [2021-03-09 21:08:10 main:574] : INFO : Epoch 1954 | loss: 0.0311319 | val_loss: 0.0311492 | Time: 1923.55 ms [2021-03-09 21:08:12 main:574] : INFO : Epoch 1955 | loss: 0.031133 | val_loss: 0.0311507 | Time: 1975.87 ms [2021-03-09 21:08:14 main:574] : INFO : Epoch 1956 | loss: 0.0311333 | val_loss: 0.0311478 | Time: 1962.77 ms [2021-03-09 21:08:16 main:574] : INFO : Epoch 1957 | loss: 0.031131 | val_loss: 0.0311467 | Time: 1569.26 ms [2021-03-09 21:08:18 main:574] : INFO : Epoch 1958 | loss: 0.0311316 | val_loss: 0.0311493 | Time: 1971.02 ms [2021-03-09 21:08:20 main:574] : INFO : Epoch 1959 | loss: 0.0311327 | val_loss: 0.0311506 | Time: 1928.66 ms [2021-03-09 21:08:22 main:574] : INFO : Epoch 1960 | loss: 0.0311339 | val_loss: 0.0311552 | Time: 1927.29 ms [2021-03-09 21:08:24 main:574] : INFO : Epoch 1961 | loss: 0.0311322 | val_loss: 0.0311591 | Time: 2010.13 ms [2021-03-09 21:08:25 main:574] : INFO : Epoch 1962 | loss: 0.0311337 | val_loss: 0.0311545 | Time: 1580.6 ms [2021-03-09 21:08:27 main:574] : INFO : Epoch 1963 | loss: 0.0311323 | val_loss: 0.0311586 | Time: 1882.96 ms [2021-03-09 21:08:29 main:574] : INFO : Epoch 1964 | loss: 0.0311308 | val_loss: 0.0311534 | Time: 1910.81 ms [2021-03-09 21:08:31 main:574] : INFO : Epoch 1965 | loss: 0.0311336 | val_loss: 0.0311591 | Time: 1912.64 ms [2021-03-09 21:08:33 main:574] : INFO : Epoch 1966 | loss: 0.0311376 | val_loss: 0.0311507 | Time: 1935.59 ms [2021-03-09 21:08:35 main:574] : INFO : Epoch 1967 | loss: 0.0311344 | val_loss: 0.0311505 | Time: 1725.95 ms [2021-03-09 21:08:37 main:574] : INFO : Epoch 1968 | loss: 0.0311333 | val_loss: 0.0311466 | Time: 1691.53 ms [2021-03-09 21:08:39 main:574] : INFO : Epoch 1969 | loss: 0.0311301 | val_loss: 0.0311472 | Time: 1983.12 ms [2021-03-09 21:08:40 main:574] : INFO : Epoch 1970 | loss: 0.03113 | val_loss: 0.0311527 | Time: 1911.69 ms [2021-03-09 21:08:42 main:574] : INFO : Epoch 1971 | loss: 0.0311306 | val_loss: 0.0311547 | Time: 1912.92 ms [2021-03-09 21:08:44 main:574] : INFO : Epoch 1972 | loss: 0.031129 | val_loss: 0.0311508 | Time: 1862.67 ms [2021-03-09 21:08:46 main:574] : INFO : Epoch 1973 | loss: 0.0311308 | val_loss: 0.0311532 | Time: 1520.37 ms [2021-03-09 21:08:48 main:574] : INFO : Epoch 1974 | loss: 0.0311293 | val_loss: 0.0311505 | Time: 1946.33 ms [2021-03-09 21:08:50 main:574] : INFO : Epoch 1975 | loss: 0.0311306 | val_loss: 0.0311498 | Time: 1924.78 ms [2021-03-09 21:08:52 main:574] : INFO : Epoch 1976 | loss: 0.0311298 | val_loss: 0.0311523 | Time: 1907.15 ms [2021-03-09 21:08:54 main:574] : INFO : Epoch 1977 | loss: 0.0311315 | val_loss: 0.031151 | Time: 2098 ms [2021-03-09 21:08:55 main:574] : INFO : Epoch 1978 | loss: 0.0311305 | val_loss: 0.0311532 | Time: 1662.8 ms [2021-03-09 21:08:57 main:574] : INFO : Epoch 1979 | loss: 0.031132 | val_loss: 0.0311519 | Time: 1875.31 ms [2021-03-09 21:08:59 main:574] : INFO : Epoch 1980 | loss: 0.0311312 | val_loss: 0.0311543 | Time: 1966.53 ms [2021-03-09 21:09:01 main:574] : INFO : Epoch 1981 | loss: 0.0311322 | val_loss: 0.0311541 | Time: 2015.04 ms [2021-03-09 21:09:03 main:574] : INFO : Epoch 1982 | loss: 0.0311348 | val_loss: 0.0311526 | Time: 2012.57 ms [2021-03-09 21:09:05 main:574] : INFO : Epoch 1983 | loss: 0.0311352 | val_loss: 0.0311519 | Time: 1730.96 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2070 SUPER) [2021-03-12 15:05:01 main:435] : INFO : Set logging level to 1 [2021-03-12 15:05:01 main:441] : INFO : Running in BOINC Client mode [2021-03-12 15:05:01 main:444] : INFO : Resolving all filenames [2021-03-12 15:05:01 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-03-12 15:05:01 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1612597487-523-2_0_r731716760_1 (exists = 1) [2021-03-12 15:05:01 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1612597487-523-2_0_r731716760_0 (exists = 0) [2021-03-12 15:05:01 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1612597487-523-2 (exists = 1) [2021-03-12 15:05:01 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-03-12 15:05:01 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-03-12 15:05:01 main:474] : INFO : Configuration: [2021-03-12 15:05:01 main:475] : INFO : Model type: GRU [2021-03-12 15:05:01 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-03-12 15:05:01 main:477] : INFO : Max Epochs: 2048 [2021-03-12 15:05:01 main:478] : INFO : Batch Size: 128 [2021-03-12 15:05:01 main:479] : INFO : Learning Rate: 0.01 [2021-03-12 15:05:01 main:480] : INFO : Patience: 10 [2021-03-12 15:05:01 main:481] : INFO : Hidden Width: 12 [2021-03-12 15:05:01 main:482] : INFO : # Recurrent Layers: 4 [2021-03-12 15:05:01 main:483] : INFO : # Backend Layers: 4 [2021-03-12 15:05:01 main:484] : INFO : # Threads: 1 [2021-03-12 15:05:01 main:486] : INFO : Preparing Dataset [2021-03-12 15:05:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-03-12 15:05:01 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-03-12 15:05:03 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-03-12 15:05:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-03-12 15:05:03 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-03-12 15:05:03 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-03-12 15:05:03 main:494] : INFO : Creating Model [2021-03-12 15:05:03 main:507] : INFO : Preparing config file [2021-03-12 15:05:03 main:511] : INFO : Found checkpoint, attempting to load... [2021-03-12 15:05:03 main:512] : INFO : Loading config [2021-03-12 15:05:03 main:514] : INFO : Loading state [2021-03-12 15:05:05 main:559] : INFO : Loading DataLoader into Memory [2021-03-12 15:05:05 main:562] : INFO : Starting Training [2021-03-12 15:05:07 main:574] : INFO : Epoch 1958 | loss: 0.0315573 | val_loss: 0.0312479 | Time: 1886.22 ms [2021-03-12 15:05:08 main:574] : INFO : Epoch 1959 | loss: 0.031229 | val_loss: 0.0312122 | Time: 1349.93 ms [2021-03-12 15:05:09 main:574] : INFO : Epoch 1960 | loss: 0.0311764 | val_loss: 0.0311646 | Time: 1344.49 ms [2021-03-12 15:05:11 main:574] : INFO : Epoch 1961 | loss: 0.0311396 | val_loss: 0.0311511 | Time: 1350.3 ms [2021-03-12 15:05:12 main:574] : INFO : Epoch 1962 | loss: 0.0311347 | val_loss: 0.0311531 | Time: 1345.12 ms [2021-03-12 15:05:14 main:574] : INFO : Epoch 1963 | loss: 0.0311334 | val_loss: 0.0311525 | Time: 1356.33 ms [2021-03-12 15:05:15 main:574] : INFO : Epoch 1964 | loss: 0.0311348 | val_loss: 0.0311521 | Time: 1338 ms [2021-03-12 15:05:16 main:574] : INFO : Epoch 1965 | loss: 0.0311345 | val_loss: 0.0311505 | Time: 1342.63 ms [2021-03-12 15:05:18 main:574] : INFO : Epoch 1966 | loss: 0.0311368 | val_loss: 0.0311568 | Time: 1337.8 ms [2021-03-12 15:05:19 main:574] : INFO : Epoch 1967 | loss: 0.0311322 | val_loss: 0.0311499 | Time: 1347.78 ms [2021-03-12 15:05:20 main:574] : INFO : Epoch 1968 | loss: 0.0311344 | val_loss: 0.0311502 | Time: 1420 ms [2021-03-12 15:05:22 main:574] : INFO : Epoch 1969 | loss: 0.0311326 | val_loss: 0.0311534 | Time: 1461.92 ms [2021-03-12 15:05:23 main:574] : INFO : Epoch 1970 | loss: 0.0311331 | val_loss: 0.0311548 | Time: 1419.96 ms [2021-03-12 15:05:25 main:574] : INFO : Epoch 1971 | loss: 0.0311353 | val_loss: 0.0311536 | Time: 1437.87 ms [2021-03-12 15:05:26 main:574] : INFO : Epoch 1972 | loss: 0.0311302 | val_loss: 0.0311469 | Time: 1413.76 ms [2021-03-12 15:05:28 main:574] : INFO : Epoch 1973 | loss: 0.0311295 | val_loss: 0.0311493 | Time: 1477.7 ms [2021-03-12 15:05:29 main:574] : INFO : Epoch 1974 | loss: 0.0311312 | val_loss: 0.0311507 | Time: 1405.14 ms [2021-03-12 15:05:31 main:574] : INFO : Epoch 1975 | loss: 0.0311316 | val_loss: 0.0311538 | Time: 1661.61 ms [2021-03-12 15:05:32 main:574] : INFO : Epoch 1976 | loss: 0.0311321 | val_loss: 0.0311522 | Time: 1660.67 ms [2021-03-12 15:05:34 main:574] : INFO : Epoch 1977 | loss: 0.0311379 | val_loss: 0.0311554 | Time: 1687.51 ms [2021-03-12 15:05:36 main:574] : INFO : Epoch 1978 | loss: 0.031131 | val_loss: 0.031152 | Time: 1666.35 ms [2021-03-12 15:05:37 main:574] : INFO : Epoch 1979 | loss: 0.0311316 | val_loss: 0.0311571 | Time: 1674.53 ms [2021-03-12 15:05:39 main:574] : INFO : Epoch 1980 | loss: 0.0311275 | val_loss: 0.0311556 | Time: 1397.64 ms [2021-03-12 15:05:40 main:574] : INFO : Epoch 1981 | loss: 0.0311292 | val_loss: 0.0311564 | Time: 1690.28 ms [2021-03-12 15:05:42 main:574] : INFO : Epoch 1982 | loss: 0.0311294 | val_loss: 0.0311577 | Time: 1635.38 ms [2021-03-12 15:05:44 main:574] : INFO : Epoch 1983 | loss: 0.0311328 | val_loss: 0.0311516 | Time: 1663.59 ms [2021-03-12 15:05:46 main:574] : INFO : Epoch 1984 | loss: 0.0311365 | val_loss: 0.0311561 | Time: 1710.18 ms [2021-03-12 15:05:47 main:574] : INFO : Epoch 1985 | loss: 0.03114 | val_loss: 0.0311528 | Time: 1673.27 ms [2021-03-12 15:05:49 main:574] : INFO : Epoch 1986 | loss: 0.0311372 | val_loss: 0.0311505 | Time: 1415.58 ms [2021-03-12 15:05:50 main:574] : INFO : Epoch 1987 | loss: 0.0311358 | val_loss: 0.0311485 | Time: 1642.7 ms [2021-03-12 15:05:52 main:574] : INFO : Epoch 1988 | loss: 0.0311349 | val_loss: 0.031151 | Time: 1758.8 ms [2021-03-12 15:05:54 main:574] : INFO : Epoch 1989 | loss: 0.0311352 | val_loss: 0.0311487 | Time: 1822.48 ms [2021-03-12 15:05:56 main:574] : INFO : Epoch 1990 | loss: 0.0311331 | val_loss: 0.0311506 | Time: 1705 ms [2021-03-12 15:05:57 main:574] : INFO : Epoch 1991 | loss: 0.0311329 | val_loss: 0.0311555 | Time: 1688.37 ms [2021-03-12 15:05:59 main:574] : INFO : Epoch 1992 | loss: 0.0311317 | val_loss: 0.0311506 | Time: 1392.43 ms [2021-03-12 15:06:00 main:574] : INFO : Epoch 1993 | loss: 0.0311312 | val_loss: 0.0311519 | Time: 1648.5 ms [2021-03-12 15:06:02 main:574] : INFO : Epoch 1994 | loss: 0.0311313 | val_loss: 0.0311522 | Time: 1588.67 ms [2021-03-12 15:06:04 main:574] : INFO : Epoch 1995 | loss: 0.031136 | val_loss: 0.0311604 | Time: 1579.98 ms [2021-03-12 15:06:05 main:574] : INFO : Epoch 1996 | loss: 0.0311317 | val_loss: 0.0311551 | Time: 1651.57 ms [2021-03-12 15:06:07 main:574] : INFO : Epoch 1997 | loss: 0.0311323 | val_loss: 0.0311526 | Time: 1641.4 ms [2021-03-12 15:06:08 main:574] : INFO : Epoch 1998 | loss: 0.0311306 | val_loss: 0.0311539 | Time: 1451.56 ms [2021-03-12 15:06:10 main:574] : INFO : Epoch 1999 | loss: 0.0311322 | val_loss: 0.031154 | Time: 1543.89 ms [2021-03-12 15:06:11 main:574] : INFO : Epoch 2000 | loss: 0.031131 | val_loss: 0.0311503 | Time: 1620.12 ms [2021-03-12 15:06:13 main:574] : INFO : Epoch 2001 | loss: 0.031129 | val_loss: 0.0311516 | Time: 1611 ms [2021-03-12 15:06:15 main:574] : INFO : Epoch 2002 | loss: 0.031131 | val_loss: 0.0311509 | Time: 1673.16 ms [2021-03-12 15:06:16 main:574] : INFO : Epoch 2003 | loss: 0.031129 | val_loss: 0.0311518 | Time: 1636.58 ms [2021-03-12 15:06:18 main:574] : INFO : Epoch 2004 | loss: 0.031132 | val_loss: 0.0311591 | Time: 1488.02 ms [2021-03-12 15:06:19 main:574] : INFO : Epoch 2005 | loss: 0.0311367 | val_loss: 0.0311524 | Time: 1411.13 ms [2021-03-12 15:06:21 main:574] : INFO : Epoch 2006 | loss: 0.0311315 | val_loss: 0.031151 | Time: 1633.97 ms [2021-03-12 15:06:23 main:574] : INFO : Epoch 2007 | loss: 0.0311305 | val_loss: 0.0311492 | Time: 1604.31 ms [2021-03-12 15:06:24 main:574] : INFO : Epoch 2008 | loss: 0.0311317 | val_loss: 0.0311511 | Time: 1689.05 ms [2021-03-12 15:06:26 main:574] : INFO : Epoch 2009 | loss: 0.0311348 | val_loss: 0.0311522 | Time: 1608.1 ms [2021-03-12 15:06:27 main:574] : INFO : Epoch 2010 | loss: 0.0311321 | val_loss: 0.031162 | Time: 1594.66 ms [2021-03-12 15:06:29 main:574] : INFO : Epoch 2011 | loss: 0.0311318 | val_loss: 0.0311506 | Time: 1391.02 ms [2021-03-12 15:06:30 main:574] : INFO : Epoch 2012 | loss: 0.0311281 | val_loss: 0.0311515 | Time: 1601.23 ms [2021-03-12 15:06:32 main:574] : INFO : Epoch 2013 | loss: 0.0311303 | val_loss: 0.0311515 | Time: 1650.16 ms [2021-03-12 15:06:34 main:574] : INFO : Epoch 2014 | loss: 0.0311328 | val_loss: 0.0311488 | Time: 1587.99 ms [2021-03-12 15:06:35 main:574] : INFO : Epoch 2015 | loss: 0.0311273 | val_loss: 0.0311472 | Time: 1695.51 ms [2021-03-12 15:06:37 main:574] : INFO : Epoch 2016 | loss: 0.0311265 | val_loss: 0.0311492 | Time: 1633.81 ms [2021-03-12 15:06:39 main:574] : INFO : Epoch 2017 | loss: 0.0311285 | val_loss: 0.0311567 | Time: 1437.97 ms [2021-03-12 15:06:40 main:574] : INFO : Epoch 2018 | loss: 0.0311327 | val_loss: 0.0311507 | Time: 1563.19 ms [2021-03-12 15:06:42 main:574] : INFO : Epoch 2019 | loss: 0.031132 | val_loss: 0.0311568 | Time: 1644.33 ms [2021-03-12 15:06:43 main:574] : INFO : Epoch 2020 | loss: 0.031129 | val_loss: 0.0311488 | Time: 1597.57 ms [2021-03-12 15:06:45 main:574] : INFO : Epoch 2021 | loss: 0.031128 | val_loss: 0.0311503 | Time: 1663.58 ms [2021-03-12 15:06:47 main:574] : INFO : Epoch 2022 | loss: 0.0311261 | val_loss: 0.0311479 | Time: 1683.04 ms [2021-03-12 15:06:48 main:574] : INFO : Epoch 2023 | loss: 0.0311269 | val_loss: 0.0311498 | Time: 1489.57 ms [2021-03-12 15:06:50 main:574] : INFO : Epoch 2024 | loss: 0.0311284 | val_loss: 0.0311511 | Time: 1489.39 ms [2021-03-12 15:06:51 main:574] : INFO : Epoch 2025 | loss: 0.0311265 | val_loss: 0.0311527 | Time: 1624.61 ms [2021-03-12 15:06:53 main:574] : INFO : Epoch 2026 | loss: 0.0311255 | val_loss: 0.0311495 | Time: 1620.53 ms [2021-03-12 15:06:55 main:574] : INFO : Epoch 2027 | loss: 0.0311284 | val_loss: 0.0311493 | Time: 1654.45 ms [2021-03-12 15:06:56 main:574] : INFO : Epoch 2028 | loss: 0.0311284 | val_loss: 0.0311498 | Time: 1710.48 ms [2021-03-12 15:06:58 main:574] : INFO : Epoch 2029 | loss: 0.0311271 | val_loss: 0.031155 | Time: 1549.24 ms [2021-03-12 15:06:59 main:574] : INFO : Epoch 2030 | loss: 0.0311256 | val_loss: 0.0311471 | Time: 1430.52 ms [2021-03-12 15:07:01 main:574] : INFO : Epoch 2031 | loss: 0.0311253 | val_loss: 0.0311518 | Time: 1665.56 ms [2021-03-12 15:07:03 main:574] : INFO : Epoch 2032 | loss: 0.031132 | val_loss: 0.03115 | Time: 1629.66 ms [2021-03-12 15:07:04 main:574] : INFO : Epoch 2033 | loss: 0.0311265 | val_loss: 0.0311518 | Time: 1663.91 ms [2021-03-12 15:07:06 main:574] : INFO : Epoch 2034 | loss: 0.0311269 | val_loss: 0.0311505 | Time: 1666.9 ms [2021-03-12 15:07:08 main:574] : INFO : Epoch 2035 | loss: 0.0311261 | val_loss: 0.0311512 | Time: 1614.46 ms [2021-03-12 15:07:09 main:574] : INFO : Epoch 2036 | loss: 0.0311261 | val_loss: 0.0311496 | Time: 1391.45 ms [2021-03-12 15:07:11 main:574] : INFO : Epoch 2037 | loss: 0.0311278 | val_loss: 0.0311532 | Time: 1636.21 ms [2021-03-12 15:07:12 main:574] : INFO : Epoch 2038 | loss: 0.0311263 | val_loss: 0.031147 | Time: 1763.15 ms [2021-03-12 15:07:14 main:574] : INFO : Epoch 2039 | loss: 0.0311264 | val_loss: 0.0311517 | Time: 1679.18 ms [2021-03-12 15:07:16 main:574] : INFO : Epoch 2040 | loss: 0.0311285 | val_loss: 0.0311523 | Time: 1702.66 ms [2021-03-12 15:07:17 main:574] : INFO : Epoch 2041 | loss: 0.0311285 | val_loss: 0.0311621 | Time: 1620.84 ms [2021-03-12 15:07:19 main:574] : INFO : Epoch 2042 | loss: 0.031129 | val_loss: 0.0311522 | Time: 1418.65 ms [2021-03-12 15:07:21 main:574] : INFO : Epoch 2043 | loss: 0.031126 | val_loss: 0.0311515 | Time: 1605.8 ms [2021-03-12 15:07:22 main:574] : INFO : Epoch 2044 | loss: 0.0311253 | val_loss: 0.0311516 | Time: 1681.29 ms [2021-03-12 15:07:24 main:574] : INFO : Epoch 2045 | loss: 0.0311244 | val_loss: 0.0311551 | Time: 1644.46 ms [2021-03-12 15:07:25 main:574] : INFO : Epoch 2046 | loss: 0.0311253 | val_loss: 0.0311462 | Time: 1603.49 ms [2021-03-12 15:07:27 main:574] : INFO : Epoch 2047 | loss: 0.0311245 | val_loss: 0.0311557 | Time: 1649.05 ms [2021-03-12 15:07:29 main:574] : INFO : Epoch 2048 | loss: 0.0311248 | val_loss: 0.03115 | Time: 1440.11 ms [2021-03-12 15:07:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03115 [2021-03-12 15:07:29 main:603] : INFO : Saving end state to config to file [2021-03-12 15:07:29 main:608] : INFO : Success, exiting.. 15:07:29 (13144): 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)