Task 5789313
| Name | ParityMachine-1625431987-1576-2_0 |
| Workunit | 3618259 |
| Created | 11 Jul 2021, 21:10:12 UTC |
| Sent | 16 Jul 2021, 18:44:58 UTC |
| Report deadline | 23 Jul 2021, 18:44:58 UTC |
| Received | 17 Jul 2021, 16:50:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13546 |
| Run time | 1 hours 10 min 1 sec |
| CPU time | 1 hours 9 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,412.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.57 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1588 | loss: 0.0311329 | val_loss: 0.0311666 | Time: 2052.96 ms [2021-07-17 15:54:24 main:581] : INFO : Epoch 1589 | loss: 0.0311331 | val_loss: 0.0311694 | Time: 1785.71 ms [2021-07-17 15:54:26 main:581] : INFO : Epoch 1590 | loss: 0.0311378 | val_loss: 0.0311707 | Time: 1915.19 ms [2021-07-17 15:54:28 main:581] : INFO : Epoch 1591 | loss: 0.0311479 | val_loss: 0.031167 | Time: 1987.98 ms [2021-07-17 15:54:30 main:581] : INFO : Epoch 1592 | loss: 0.0311493 | val_loss: 0.0311702 | Time: 2051.98 ms [2021-07-17 15:54:32 main:581] : INFO : Epoch 1593 | loss: 0.0311498 | val_loss: 0.0311642 | Time: 2068.2 ms [2021-07-17 15:54:34 main:581] : INFO : Epoch 1594 | loss: 0.0311456 | val_loss: 0.0311648 | Time: 2075.38 ms [2021-07-17 15:54:36 main:581] : INFO : Epoch 1595 | loss: 0.0311448 | val_loss: 0.031165 | Time: 2068.52 ms [2021-07-17 15:54:38 main:581] : INFO : Epoch 1596 | loss: 0.0311438 | val_loss: 0.0311644 | Time: 2074.27 ms [2021-07-17 15:54:40 main:581] : INFO : Epoch 1597 | loss: 0.0311444 | val_loss: 0.0311637 | Time: 2022.56 ms [2021-07-17 15:54:42 main:581] : INFO : Epoch 1598 | loss: 0.0311472 | val_loss: 0.0311664 | Time: 2073.01 ms [2021-07-17 15:54:44 main:581] : INFO : Epoch 1599 | loss: 0.0311453 | val_loss: 0.0311674 | Time: 2019.77 ms [2021-07-17 15:54:47 main:581] : INFO : Epoch 1600 | loss: 0.0311461 | val_loss: 0.0311616 | Time: 2082.67 ms [2021-07-17 15:54:49 main:581] : INFO : Epoch 1601 | loss: 0.0311431 | val_loss: 0.0311623 | Time: 2021.56 ms [2021-07-17 15:54:50 main:581] : INFO : Epoch 1602 | loss: 0.0311404 | val_loss: 0.0311645 | Time: 1802.76 ms [2021-07-17 15:54:52 main:581] : INFO : Epoch 1603 | loss: 0.0311415 | val_loss: 0.031165 | Time: 1899.3 ms [2021-07-17 15:54:54 main:581] : INFO : Epoch 1604 | loss: 0.0311422 | val_loss: 0.0311622 | Time: 1930.74 ms [2021-07-17 15:54:56 main:581] : INFO : Epoch 1605 | loss: 0.0311449 | val_loss: 0.0311613 | Time: 2026.85 ms [2021-07-17 15:54:58 main:581] : INFO : Epoch 1606 | loss: 0.0311584 | val_loss: 0.0311712 | Time: 1941.84 ms [2021-07-17 15:55:00 main:581] : INFO : Epoch 1607 | loss: 0.0311592 | val_loss: 0.0311659 | Time: 2031.85 ms [2021-07-17 15:55:02 main:581] : INFO : Epoch 1608 | loss: 0.0311579 | val_loss: 0.0311636 | Time: 2048.63 ms [2021-07-17 15:55:04 main:581] : INFO : Epoch 1609 | loss: 0.0311557 | val_loss: 0.0311632 | Time: 2020.98 ms [2021-07-17 15:55:06 main:581] : INFO : Epoch 1610 | loss: 0.0311532 | val_loss: 0.0311669 | Time: 2008.92 ms [2021-07-17 15:55:08 main:581] : INFO : Epoch 1611 | loss: 0.0311522 | val_loss: 0.0311631 | Time: 1955.34 ms [2021-07-17 15:55:10 main:581] : INFO : Epoch 1612 | loss: 0.0311508 | val_loss: 0.0311635 | Time: 2014.84 ms [2021-07-17 15:55:12 main:581] : INFO : Epoch 1613 | loss: 0.0311506 | val_loss: 0.0311688 | Time: 2008.36 ms [2021-07-17 15:55:14 main:581] : INFO : Epoch 1614 | loss: 0.0311512 | val_loss: 0.0311654 | Time: 2066.68 ms [2021-07-17 15:55:16 main:581] : INFO : Epoch 1615 | loss: 0.0311495 | val_loss: 0.0311649 | Time: 2039.97 ms [2021-07-17 15:55:18 main:581] : INFO : Epoch 1616 | loss: 0.0311477 | val_loss: 0.0311638 | Time: 2024.5 ms [2021-07-17 15:55:20 main:581] : INFO : Epoch 1617 | loss: 0.0311474 | val_loss: 0.0311626 | Time: 1963.09 ms [2021-07-17 15:55:22 main:581] : INFO : Epoch 1618 | loss: 0.0311464 | val_loss: 0.0311645 | Time: 1805.72 ms [2021-07-17 15:55:24 main:581] : INFO : Epoch 1619 | loss: 0.0311457 | val_loss: 0.0311653 | Time: 1886.06 ms [2021-07-17 15:55:26 main:581] : INFO : Epoch 1620 | loss: 0.0311472 | val_loss: 0.0311686 | Time: 1983.97 ms [2021-07-17 15:55:28 main:581] : INFO : Epoch 1621 | loss: 0.0311466 | val_loss: 0.0311665 | Time: 1979.2 ms [2021-07-17 15:55:30 main:581] : INFO : Epoch 1622 | loss: 0.0311455 | val_loss: 0.0311656 | Time: 2021.99 ms [2021-07-17 15:55:32 main:581] : INFO : Epoch 1623 | loss: 0.031147 | val_loss: 0.0311655 | Time: 2085.74 ms [2021-07-17 15:55:34 main:581] : INFO : Epoch 1624 | loss: 0.0311474 | val_loss: 0.0311671 | Time: 2073.72 ms [2021-07-17 15:55:36 main:581] : INFO : Epoch 1625 | loss: 0.0311444 | val_loss: 0.0311659 | Time: 2045.05 ms [2021-07-17 15:55:38 main:581] : INFO : Epoch 1626 | loss: 0.0311442 | val_loss: 0.0311674 | Time: 2028.65 ms [2021-07-17 15:55:40 main:581] : INFO : Epoch 1627 | loss: 0.0311441 | val_loss: 0.0311644 | Time: 1954.33 ms [2021-07-17 15:55:42 main:581] : INFO : Epoch 1628 | loss: 0.0311427 | val_loss: 0.0311648 | Time: 2016.49 ms [2021-07-17 15:55:44 main:581] : INFO : Epoch 1629 | loss: 0.0311432 | val_loss: 0.0311669 | Time: 2005.05 ms [2021-07-17 15:55:46 main:581] : INFO : Epoch 1630 | loss: 0.0311442 | val_loss: 0.0311651 | Time: 1845.25 ms [2021-07-17 15:55:48 main:581] : INFO : Epoch 1631 | loss: 0.0311449 | val_loss: 0.0311678 | Time: 2005.37 ms [2021-07-17 15:55:50 main:581] : INFO : Epoch 1632 | loss: 0.0311432 | val_loss: 0.0311679 | Time: 2031.05 ms [2021-07-17 15:55:52 main:581] : INFO : Epoch 1633 | loss: 0.0311411 | val_loss: 0.0311668 | Time: 1988.25 ms [2021-07-17 15:55:54 main:581] : INFO : Epoch 1634 | loss: 0.0311427 | val_loss: 0.0311648 | Time: 1964.56 ms [2021-07-17 15:55:56 main:581] : INFO : Epoch 1635 | loss: 0.0311418 | val_loss: 0.0311694 | Time: 1968.22 ms [2021-07-17 15:55:58 main:581] : INFO : Epoch 1636 | loss: 0.0311429 | val_loss: 0.0311632 | Time: 2013.86 ms [2021-07-17 15:56:00 main:581] : INFO : Epoch 1637 | loss: 0.0311411 | val_loss: 0.0311681 | Time: 2019.66 ms [2021-07-17 15:56:02 main:581] : INFO : Epoch 1638 | loss: 0.0311411 | val_loss: 0.0311665 | Time: 2052.26 ms [2021-07-17 15:56:04 main:581] : INFO : Epoch 1639 | loss: 0.0311398 | val_loss: 0.0311666 | Time: 2069.97 ms [2021-07-17 15:56:06 main:581] : INFO : Epoch 1640 | loss: 0.0311424 | val_loss: 0.0311679 | Time: 1971.22 ms [2021-07-17 15:56:08 main:581] : INFO : Epoch 1641 | loss: 0.0311427 | val_loss: 0.0311702 | Time: 1992.5 ms [2021-07-17 15:56:10 main:581] : INFO : Epoch 1642 | loss: 0.0311431 | val_loss: 0.0311659 | Time: 1940.9 ms [2021-07-17 15:56:12 main:581] : INFO : Epoch 1643 | loss: 0.0311402 | val_loss: 0.0311661 | Time: 1953.1 ms [2021-07-17 15:56:14 main:581] : INFO : Epoch 1644 | loss: 0.0311416 | val_loss: 0.0311644 | Time: 1858.62 ms [2021-07-17 15:56:16 main:581] : INFO : Epoch 1645 | loss: 0.0311406 | val_loss: 0.0311677 | Time: 1944.94 ms [2021-07-17 15:56:18 main:581] : INFO : Epoch 1646 | loss: 0.0311431 | val_loss: 0.0311715 | Time: 2026 ms [2021-07-17 15:56:20 main:581] : INFO : Epoch 1647 | loss: 0.0311483 | val_loss: 0.0311683 | Time: 2069.05 ms [2021-07-17 15:56:22 main:581] : INFO : Epoch 1648 | loss: 0.0311478 | val_loss: 0.0311743 | Time: 2044.46 ms [2021-07-17 15:56:24 main:581] : INFO : Epoch 1649 | loss: 0.0311464 | val_loss: 0.0311702 | Time: 2051.24 ms [2021-07-17 15:56:26 main:581] : INFO : Epoch 1650 | loss: 0.0311444 | val_loss: 0.031166 | Time: 2019.07 ms [2021-07-17 15:56:28 main:581] : INFO : Epoch 1651 | loss: 0.0311434 | val_loss: 0.0311681 | Time: 2054.04 ms [2021-07-17 15:56:30 main:581] : INFO : Epoch 1652 | loss: 0.031142 | val_loss: 0.0311679 | Time: 1948.21 ms [2021-07-17 15:56:32 main:581] : INFO : Epoch 1653 | loss: 0.0311406 | val_loss: 0.0311677 | Time: 1995.4 ms [2021-07-17 15:56:34 main:581] : INFO : Epoch 1654 | loss: 0.0311424 | val_loss: 0.0311717 | Time: 2014.79 ms [2021-07-17 15:56:36 main:581] : INFO : Epoch 1655 | loss: 0.0311467 | val_loss: 0.0311639 | Time: 1964.01 ms [2021-07-17 15:56:38 main:581] : INFO : Epoch 1656 | loss: 0.0311464 | val_loss: 0.0311711 | Time: 1880.57 ms [2021-07-17 15:56:40 main:581] : INFO : Epoch 1657 | loss: 0.0311489 | val_loss: 0.031169 | Time: 1969.46 ms [2021-07-17 15:56:42 main:581] : INFO : Epoch 1658 | loss: 0.0311462 | val_loss: 0.031165 | Time: 2033.6 ms [2021-07-17 15:56:44 main:581] : INFO : Epoch 1659 | loss: 0.0311428 | val_loss: 0.0311693 | Time: 1828.43 ms [2021-07-17 15:56:46 main:581] : INFO : Epoch 1660 | loss: 0.0311424 | val_loss: 0.0311674 | Time: 2003.42 ms [2021-07-17 15:56:48 main:581] : INFO : Epoch 1661 | loss: 0.0311408 | val_loss: 0.0311653 | Time: 2027.2 ms [2021-07-17 15:56:50 main:581] : INFO : Epoch 1662 | loss: 0.0311416 | val_loss: 0.0311669 | Time: 2050.52 ms [2021-07-17 15:56:52 main:581] : INFO : Epoch 1663 | loss: 0.0311392 | val_loss: 0.0311689 | Time: 2021.67 ms [2021-07-17 15:56:54 main:581] : INFO : Epoch 1664 | loss: 0.0311425 | val_loss: 0.0311648 | Time: 1999.96 ms [2021-07-17 15:56:56 main:581] : INFO : Epoch 1665 | loss: 0.03114 | val_loss: 0.0311667 | Time: 1991.43 ms [2021-07-17 15:56:58 main:581] : INFO : Epoch 1666 | loss: 0.031139 | val_loss: 0.0311662 | Time: 2598.53 ms [2021-07-17 15:57:00 main:581] : INFO : Epoch 1667 | loss: 0.0311392 | val_loss: 0.0311651 | Time: 1905.64 ms [2021-07-17 15:57:02 main:581] : INFO : Epoch 1668 | loss: 0.0311433 | val_loss: 0.0311728 | Time: 1731.16 ms [2021-07-17 15:57:04 main:581] : INFO : Epoch 1669 | loss: 0.03114 | val_loss: 0.0311661 | Time: 1891.08 ms [2021-07-17 15:57:06 main:581] : INFO : Epoch 1670 | loss: 0.0311385 | val_loss: 0.0311642 | Time: 1984.19 ms [2021-07-17 15:57:08 main:581] : INFO : Epoch 1671 | loss: 0.0311366 | val_loss: 0.0311664 | Time: 1989.36 ms [2021-07-17 15:57:10 main:581] : INFO : Epoch 1672 | loss: 0.0311353 | val_loss: 0.0311615 | Time: 2068.04 ms [2021-07-17 15:57:12 main:581] : INFO : Epoch 1673 | loss: 0.0311361 | val_loss: 0.0311669 | Time: 2064.91 ms [2021-07-17 15:57:14 main:581] : INFO : Epoch 1674 | loss: 0.0311355 | val_loss: 0.0311674 | Time: 2079.86 ms [2021-07-17 15:57:16 main:581] : INFO : Epoch 1675 | loss: 0.0311354 | val_loss: 0.031164 | Time: 2041.47 ms [2021-07-17 15:57:18 main:581] : INFO : Epoch 1676 | loss: 0.0311349 | val_loss: 0.0311638 | Time: 2001.29 ms [2021-07-17 15:57:20 main:581] : INFO : Epoch 1677 | loss: 0.0311367 | val_loss: 0.0311697 | Time: 1998.71 ms [2021-07-17 15:57:22 main:581] : INFO : Epoch 1678 | loss: 0.0311359 | val_loss: 0.0311643 | Time: 1883.17 ms [2021-07-17 15:57:24 main:581] : INFO : Epoch 1679 | loss: 0.0311342 | val_loss: 0.0311694 | Time: 1949.78 ms [2021-07-17 15:57:26 main:581] : INFO : Epoch 1680 | loss: 0.0311345 | val_loss: 0.0311668 | Time: 1963.95 ms [2021-07-17 15:57:28 main:581] : INFO : Epoch 1681 | loss: 0.0311339 | val_loss: 0.0311651 | Time: 1993.51 ms [2021-07-17 15:57:30 main:581] : INFO : Epoch 1682 | loss: 0.0311343 | val_loss: 0.0311645 | Time: 1950.94 ms [2021-07-17 15:57:32 main:581] : INFO : Epoch 1683 | loss: 0.0311354 | val_loss: 0.0311688 | Time: 1911.83 ms [2021-07-17 15:57:34 main:581] : INFO : Epoch 1684 | loss: 0.0311368 | val_loss: 0.0311667 | Time: 1990.9 ms [2021-07-17 15:57:36 main:581] : INFO : Epoch 1685 | loss: 0.0311343 | val_loss: 0.0311697 | Time: 2031.26 ms [2021-07-17 15:57:38 main:581] : INFO : Epoch 1686 | loss: 0.0311379 | val_loss: 0.0311717 | Time: 2015 ms [2021-07-17 15:57:40 main:581] : INFO : Epoch 1687 | loss: 0.0311372 | val_loss: 0.0311664 | Time: 2035.63 ms [2021-07-17 15:57:42 main:581] : INFO : Epoch 1688 | loss: 0.0311335 | val_loss: 0.0311686 | Time: 2032.51 ms [2021-07-17 15:57:44 main:581] : INFO : Epoch 1689 | loss: 0.0311337 | val_loss: 0.0311667 | Time: 2049.98 ms [2021-07-17 15:57:46 main:581] : INFO : Epoch 1690 | loss: 0.0311341 | val_loss: 0.0311673 | Time: 1942.42 ms [2021-07-17 15:57:48 main:581] : INFO : Epoch 1691 | loss: 0.0311341 | val_loss: 0.0311657 | Time: 1936.36 ms [2021-07-17 15:57:50 main:581] : INFO : Epoch 1692 | loss: 0.0311357 | val_loss: 0.0311688 | Time: 1952.17 ms [2021-07-17 15:57:52 main:581] : INFO : Epoch 1693 | loss: 0.0311361 | val_loss: 0.0311667 | Time: 2052.1 ms [2021-07-17 15:57:54 main:581] : INFO : Epoch 1694 | loss: 0.0311348 | val_loss: 0.0311667 | Time: 2033.79 ms [2021-07-17 15:57:56 main:581] : INFO : Epoch 1695 | loss: 0.0311382 | val_loss: 0.0311627 | Time: 1959.82 ms [2021-07-17 15:57:58 main:581] : INFO : Epoch 1696 | loss: 0.0311368 | val_loss: 0.0311636 | Time: 1919.13 ms [2021-07-17 15:58:00 main:581] : INFO : Epoch 1697 | loss: 0.0311371 | val_loss: 0.0311675 | Time: 1841.5 ms [2021-07-17 15:58:02 main:581] : INFO : Epoch 1698 | loss: 0.031136 | val_loss: 0.0311661 | Time: 1985.18 ms [2021-07-17 15:58:04 main:581] : INFO : Epoch 1699 | loss: 0.0311373 | val_loss: 0.0311663 | Time: 1974.43 ms [2021-07-17 15:58:06 main:581] : INFO : Epoch 1700 | loss: 0.0311367 | val_loss: 0.0311647 | Time: 2028.94 ms [2021-07-17 15:58:08 main:581] : INFO : Epoch 1701 | loss: 0.0311374 | val_loss: 0.0311661 | Time: 2078.71 ms [2021-07-17 15:58:10 main:581] : INFO : Epoch 1702 | loss: 0.0311379 | val_loss: 0.031169 | Time: 2090.54 ms [2021-07-17 15:58:12 main:581] : INFO : Epoch 1703 | loss: 0.0311376 | val_loss: 0.0311663 | Time: 2056.2 ms [2021-07-17 15:58:14 main:581] : INFO : Epoch 1704 | loss: 0.0311335 | val_loss: 0.0311714 | Time: 2093.67 ms [2021-07-17 15:58:16 main:581] : INFO : Epoch 1705 | loss: 0.0311351 | val_loss: 0.0311688 | Time: 2019.88 ms [2021-07-17 15:58:18 main:581] : INFO : Epoch 1706 | loss: 0.0311341 | val_loss: 0.0311643 | Time: 1928.93 ms [2021-07-17 15:58:20 main:581] : INFO : Epoch 1707 | loss: 0.031138 | val_loss: 0.0311709 | Time: 1966.08 ms [2021-07-17 15:58:22 main:581] : INFO : Epoch 1708 | loss: 0.0311371 | val_loss: 0.0311734 | Time: 1933.83 ms [2021-07-17 15:58:24 main:581] : INFO : Epoch 1709 | loss: 0.0311392 | val_loss: 0.0311822 | Time: 1974.85 ms [2021-07-17 15:58:26 main:581] : INFO : Epoch 1710 | loss: 0.0311519 | val_loss: 0.0311738 | Time: 1929.33 ms [2021-07-17 15:58:28 main:581] : INFO : Epoch 1711 | loss: 0.0311544 | val_loss: 0.0311787 | Time: 1980.48 ms [2021-07-17 15:58:30 main:581] : INFO : Epoch 1712 | loss: 0.0311619 | val_loss: 0.0311742 | Time: 2009.25 ms [2021-07-17 15:58:32 main:581] : INFO : Epoch 1713 | loss: 0.0311752 | val_loss: 0.031187 | Time: 1988.34 ms [2021-07-17 15:58:34 main:581] : INFO : Epoch 1714 | loss: 0.0312791 | val_loss: 0.032137 | Time: 1899.79 ms [2021-07-17 15:58:35 main:581] : INFO : Epoch 1715 | loss: 0.0355194 | val_loss: 0.0375808 | Time: 1817.36 ms [2021-07-17 15:58:37 main:581] : INFO : Epoch 1716 | loss: 0.0535431 | val_loss: 0.0350791 | Time: 1967.29 ms [2021-07-17 15:58:39 main:581] : INFO : Epoch 1717 | loss: 0.0332201 | val_loss: 0.0316014 | Time: 2050.68 ms [2021-07-17 15:58:42 main:581] : INFO : Epoch 1718 | loss: 0.031511 | val_loss: 0.031388 | Time: 2010.83 ms [2021-07-17 15:58:43 main:581] : INFO : Epoch 1719 | loss: 0.0312833 | val_loss: 0.0312649 | Time: 1982.35 ms [2021-07-17 15:58:45 main:581] : INFO : Epoch 1720 | loss: 0.0312392 | val_loss: 0.0312338 | Time: 1994.63 ms [2021-07-17 15:58:47 main:581] : INFO : Epoch 1721 | loss: 0.0312215 | val_loss: 0.0312144 | Time: 1941.68 ms [2021-07-17 15:58:49 main:581] : INFO : Epoch 1722 | loss: 0.0312063 | val_loss: 0.0311969 | Time: 2025.45 ms [2021-07-17 15:58:51 main:581] : INFO : Epoch 1723 | loss: 0.0311929 | val_loss: 0.0311885 | Time: 1965.05 ms [2021-07-17 15:58:53 main:581] : INFO : Epoch 1724 | loss: 0.0311849 | val_loss: 0.0311814 | Time: 1983.45 ms [2021-07-17 15:58:55 main:581] : INFO : Epoch 1725 | loss: 0.0311799 | val_loss: 0.0311796 | Time: 1899.16 ms [2021-07-17 15:58:57 main:581] : INFO : Epoch 1726 | loss: 0.0311786 | val_loss: 0.0311778 | Time: 1983.27 ms [2021-07-17 15:58:59 main:581] : INFO : Epoch 1727 | loss: 0.031176 | val_loss: 0.0311763 | Time: 2027.26 ms [2021-07-17 15:59:01 main:581] : INFO : Epoch 1728 | loss: 0.0311745 | val_loss: 0.0311759 | Time: 1934.66 ms [2021-07-17 15:59:03 main:581] : INFO : Epoch 1729 | loss: 0.0311736 | val_loss: 0.0311758 | Time: 1983.76 ms [2021-07-17 15:59:06 main:581] : INFO : Epoch 1730 | loss: 0.0311721 | val_loss: 0.0311738 | Time: 2484.91 ms [2021-07-17 15:59:08 main:581] : INFO : Epoch 1731 | loss: 0.0311706 | val_loss: 0.031173 | Time: 2069.36 ms [2021-07-17 15:59:10 main:581] : INFO : Epoch 1732 | loss: 0.0311689 | val_loss: 0.0311704 | Time: 1876.29 ms [2021-07-17 15:59:11 main:581] : INFO : Epoch 1733 | loss: 0.0311663 | val_loss: 0.0311694 | Time: 1814.07 ms [2021-07-17 15:59:13 main:581] : INFO : Epoch 1734 | loss: 0.0311651 | val_loss: 0.0311677 | Time: 2011.75 ms [2021-07-17 15:59:15 main:581] : INFO : Epoch 1735 | loss: 0.0311641 | val_loss: 0.031168 | Time: 1956.05 ms [2021-07-17 15:59:17 main:581] : INFO : Epoch 1736 | loss: 0.0311634 | val_loss: 0.0311655 | Time: 1984.69 ms [2021-07-17 15:59:19 main:581] : INFO : Epoch 1737 | loss: 0.0311629 | val_loss: 0.0311665 | Time: 2042.17 ms [2021-07-17 15:59:21 main:581] : INFO : Epoch 1738 | loss: 0.0311619 | val_loss: 0.0311645 | Time: 1950.89 ms [2021-07-17 15:59:23 main:581] : INFO : Epoch 1739 | loss: 0.0311606 | val_loss: 0.0311631 | Time: 2006.5 ms [2021-07-17 15:59:25 main:581] : INFO : Epoch 1740 | loss: 0.0311601 | val_loss: 0.0311612 | Time: 2016 ms [2021-07-17 15:59:27 main:581] : INFO : Epoch 1741 | loss: 0.0311583 | val_loss: 0.0311618 | Time: 2051.18 ms [2021-07-17 15:59:30 main:581] : INFO : Epoch 1742 | loss: 0.0311573 | val_loss: 0.0311624 | Time: 2045.51 ms [2021-07-17 15:59:32 main:581] : INFO : Epoch 1743 | loss: 0.031156 | val_loss: 0.0311624 | Time: 1976.96 ms [2021-07-17 15:59:33 main:581] : INFO : Epoch 1744 | loss: 0.0311557 | val_loss: 0.0311617 | Time: 1954.51 ms [2021-07-17 15:59:35 main:581] : INFO : Epoch 1745 | loss: 0.0311548 | val_loss: 0.0311613 | Time: 1926.79 ms [2021-07-17 15:59:37 main:581] : INFO : Epoch 1746 | loss: 0.0311538 | val_loss: 0.0311618 | Time: 1929.06 ms SIGSEGV: segmentation violation Stack trace (27 frames): ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x558f58ec3f9c] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7fcbd1aee730] ./libcudnn_adv_train.so.8(+0x31c940)[0x7fca9c681940] ./libcudnn_adv_train.so.8(+0x31f854)[0x7fca9c684854] ./libcudnn_adv_train.so.8(+0x320b20)[0x7fca9c685b20] ./libcudnn_adv_train.so.8(+0x312002)[0x7fca9c677002] ./libcudnn_adv_train.so.8(+0x312875)[0x7fca9c677875] /lib/x86_64-linux-gnu/libc.so.6(+0x39d8c)[0x7fcb53408d8c] /lib/x86_64-linux-gnu/libc.so.6(+0x39eba)[0x7fcb53408eba] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x558f58ebfb25] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x558f58ebfbee] /lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7fcbd1aee730] /lib/x86_64-linux-gnu/libpthread.so.0(pthread_cond_wait+0x1fa)[0x7fcbd1aea00a] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(_ZNSt18condition_variable4waitERSt11unique_lockISt5mutexE+0xc)[0x558f58f5aabc] ./libtorch_cpu.so(+0x275d0c3)[0x7fcbce0e70c3] ./libtorch_cpu.so(_ZN5torch8autograd6Engine11thread_mainERKSt10shared_ptrINS0_9GraphTaskEE+0xfc)[0x7fcbce0ebc8c] ./libtorch_cpu.so(_ZN5torch8autograd6Engine23execute_with_graph_taskERKSt10shared_ptrINS0_9GraphTaskEES2_INS0_4NodeEE+0x490)[0x7fcbce0e97c0] ./libtorch_cpu.so(_ZN5torch8autograd6Engine7executeERKSt6vectorINS0_4EdgeESaIS3_EERKS2_IN2at6TensorESaIS9_EEbbS7_+0x82f)[0x7fcbce0e89af] ./libtorch_cpu.so(+0x274c935)[0x7fcbce0d6935] ./libtorch_cpu.so(_ZN5torch8autograd8backwardERKSt6vectorIN2at6TensorESaIS3_EES7_N3c108optionalIbEEb+0x87)[0x7fcbce0d78b7] ./libtorch_cpu.so(+0x2c15b10)[0x7fcbce59fb10] ./libtorch_cpu.so(+0x2407072)[0x7fcbcdd91072] ./libtorch_cpu.so(_ZNK2at6Tensor8backwardERKS0_N3c108optionalIbEEb+0x155)[0x7fcbcc8ed065] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x9a27f)[0x558f58be027f] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8ad10)[0x558f58bd0d10] /lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xeb)[0x7fcb533f309b] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8675a)[0x558f58bcc75a] Exiting... DEBUG: Args: ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200 -c --maxepoch 2048 nthreads: 1 gpudev: 0 Re-exec()-ing to set environment correctly Machine Learning Dataset Generator v9.80 (Linux/x86_64) (libTorch: release/1.7 GPU: GeForce RTX 2080 Ti) [2021-07-17 18:40:33 main:442] : INFO : Set logging level to 1 [2021-07-17 18:40:33 main:448] : INFO : Running in BOINC Client mode [2021-07-17 18:40:33 main:451] : INFO : Resolving all filenames [2021-07-17 18:40:33 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-17 18:40:33 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625431987-1576-2_0_r145301137_1 (exists = 1) [2021-07-17 18:40:33 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625431987-1576-2_0_r145301137_0 (exists = 0) [2021-07-17 18:40:33 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625431987-1576-2 (exists = 1) [2021-07-17 18:40:33 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-17 18:40:33 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-17 18:40:33 main:481] : INFO : Configuration: [2021-07-17 18:40:33 main:482] : INFO : Model type: GRU [2021-07-17 18:40:33 main:483] : INFO : Validation Loss Threshold: 0.0001 [2021-07-17 18:40:33 main:484] : INFO : Max Epochs: 2048 [2021-07-17 18:40:33 main:485] : INFO : Batch Size: 128 [2021-07-17 18:40:33 main:486] : INFO : Learning Rate: 0.01 [2021-07-17 18:40:33 main:487] : INFO : Patience: 10 [2021-07-17 18:40:33 main:488] : INFO : Hidden Width: 12 [2021-07-17 18:40:33 main:489] : INFO : # Recurrent Layers: 4 [2021-07-17 18:40:33 main:490] : INFO : # Backend Layers: 4 [2021-07-17 18:40:33 main:491] : INFO : # Threads: 1 [2021-07-17 18:40:33 main:493] : INFO : Preparing Dataset [2021-07-17 18:40:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-17 18:40:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-17 18:40:35 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-17 18:40:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-17 18:40:35 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-17 18:40:35 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-17 18:40:35 main:501] : INFO : Creating Model [2021-07-17 18:40:35 main:514] : INFO : Preparing config file [2021-07-17 18:40:35 main:518] : INFO : Found checkpoint, attempting to load... [2021-07-17 18:40:35 main:519] : INFO : Loading config [2021-07-17 18:40:35 main:521] : INFO : Loading state [2021-07-17 18:40:36 main:566] : INFO : Loading DataLoader into Memory [2021-07-17 18:40:36 main:569] : INFO : Starting Training [2021-07-17 18:40:39 main:581] : INFO : Epoch 1747 | loss: 0.0321112 | val_loss: 0.0313834 | Time: 2727.05 ms [2021-07-17 18:40:41 main:581] : INFO : Epoch 1748 | loss: 0.0313075 | val_loss: 0.0312451 | Time: 1964.11 ms [2021-07-17 18:40:43 main:581] : INFO : Epoch 1749 | loss: 0.0312097 | val_loss: 0.0311883 | Time: 1951.03 ms [2021-07-17 18:40:45 main:581] : INFO : Epoch 1750 | loss: 0.0311741 | val_loss: 0.0311673 | Time: 1846.13 ms [2021-07-17 18:40:46 main:581] : INFO : Epoch 1751 | loss: 0.0311591 | val_loss: 0.0311643 | Time: 1626.33 ms [2021-07-17 18:40:48 main:581] : INFO : Epoch 1752 | loss: 0.0311542 | val_loss: 0.0311615 | Time: 1630.07 ms [2021-07-17 18:40:50 main:581] : INFO : Epoch 1753 | loss: 0.0311512 | val_loss: 0.0311626 | Time: 1810.75 ms [2021-07-17 18:40:52 main:581] : INFO : Epoch 1754 | loss: 0.0311511 | val_loss: 0.0311624 | Time: 1901.62 ms [2021-07-17 18:40:54 main:581] : INFO : Epoch 1755 | loss: 0.0311512 | val_loss: 0.0311617 | Time: 1907.69 ms [2021-07-17 18:40:55 main:581] : INFO : Epoch 1756 | loss: 0.0311519 | val_loss: 0.0311655 | Time: 1912.47 ms [2021-07-17 18:40:57 main:581] : INFO : Epoch 1757 | loss: 0.0311503 | val_loss: 0.0311599 | Time: 1724.35 ms [2021-07-17 18:40:59 main:581] : INFO : Epoch 1758 | loss: 0.0311496 | val_loss: 0.0311601 | Time: 1730.82 ms [2021-07-17 18:41:01 main:581] : INFO : Epoch 1759 | loss: 0.0311494 | val_loss: 0.0311612 | Time: 1968.27 ms [2021-07-17 18:41:03 main:581] : INFO : Epoch 1760 | loss: 0.0311537 | val_loss: 0.0311731 | Time: 1913.02 ms [2021-07-17 18:41:05 main:581] : INFO : Epoch 1761 | loss: 0.0311531 | val_loss: 0.0311664 | Time: 1946.72 ms [2021-07-17 18:41:06 main:581] : INFO : Epoch 1762 | loss: 0.0311559 | val_loss: 0.0311596 | Time: 1716.9 ms [2021-07-17 18:41:08 main:581] : INFO : Epoch 1763 | loss: 0.0311551 | val_loss: 0.0311623 | Time: 1863.58 ms [2021-07-17 18:41:10 main:581] : INFO : Epoch 1764 | loss: 0.0311518 | val_loss: 0.0311609 | Time: 1824.91 ms [2021-07-17 18:41:12 main:581] : INFO : Epoch 1765 | loss: 0.0311505 | val_loss: 0.0311607 | Time: 1858.17 ms [2021-07-17 18:41:14 main:581] : INFO : Epoch 1766 | loss: 0.0311522 | val_loss: 0.0311607 | Time: 1788.74 ms [2021-07-17 18:41:16 main:581] : INFO : Epoch 1767 | loss: 0.031151 | val_loss: 0.0311626 | Time: 1836.88 ms [2021-07-17 18:41:17 main:581] : INFO : Epoch 1768 | loss: 0.0311522 | val_loss: 0.0311582 | Time: 1612.88 ms [2021-07-17 18:41:19 main:581] : INFO : Epoch 1769 | loss: 0.0311488 | val_loss: 0.0311594 | Time: 1754.33 ms [2021-07-17 18:41:21 main:581] : INFO : Epoch 1770 | loss: 0.0311481 | val_loss: 0.0311576 | Time: 1711.59 ms [2021-07-17 18:41:23 main:581] : INFO : Epoch 1771 | loss: 0.0311477 | val_loss: 0.0311568 | Time: 1807.34 ms [2021-07-17 18:41:24 main:581] : INFO : Epoch 1772 | loss: 0.0311472 | val_loss: 0.0311602 | Time: 1793 ms [2021-07-17 18:41:26 main:581] : INFO : Epoch 1773 | loss: 0.0311464 | val_loss: 0.0311622 | Time: 1754.18 ms [2021-07-17 18:41:28 main:581] : INFO : Epoch 1774 | loss: 0.0311471 | val_loss: 0.0311589 | Time: 1790.97 ms [2021-07-17 18:41:30 main:581] : INFO : Epoch 1775 | loss: 0.0311471 | val_loss: 0.0311606 | Time: 1712.98 ms [2021-07-17 18:41:31 main:581] : INFO : Epoch 1776 | loss: 0.0311473 | val_loss: 0.0311586 | Time: 1661.04 ms [2021-07-17 18:41:33 main:581] : INFO : Epoch 1777 | loss: 0.0311487 | val_loss: 0.0311574 | Time: 1674.74 ms [2021-07-17 18:41:34 main:581] : INFO : Epoch 1778 | loss: 0.0311459 | val_loss: 0.0311573 | Time: 1603.39 ms [2021-07-17 18:41:36 main:581] : INFO : Epoch 1779 | loss: 0.0311502 | val_loss: 0.0311573 | Time: 1654.99 ms [2021-07-17 18:41:38 main:581] : INFO : Epoch 1780 | loss: 0.0311464 | val_loss: 0.0311579 | Time: 1693.36 ms [2021-07-17 18:41:39 main:581] : INFO : Epoch 1781 | loss: 0.031146 | val_loss: 0.0311581 | Time: 1624.42 ms [2021-07-17 18:41:41 main:581] : INFO : Epoch 1782 | loss: 0.031146 | val_loss: 0.0311577 | Time: 1849.58 ms [2021-07-17 18:41:43 main:581] : INFO : Epoch 1783 | loss: 0.031145 | val_loss: 0.031158 | Time: 1763.38 ms [2021-07-17 18:41:45 main:581] : INFO : Epoch 1784 | loss: 0.0311444 | val_loss: 0.0311612 | Time: 1833.89 ms [2021-07-17 18:41:47 main:581] : INFO : Epoch 1785 | loss: 0.031147 | val_loss: 0.0311618 | Time: 1923.36 ms [2021-07-17 18:41:49 main:581] : INFO : Epoch 1786 | loss: 0.0311542 | val_loss: 0.0311713 | Time: 1858.94 ms [2021-07-17 18:41:50 main:581] : INFO : Epoch 1787 | loss: 0.0311466 | val_loss: 0.0311579 | Time: 1573.87 ms [2021-07-17 18:41:52 main:581] : INFO : Epoch 1788 | loss: 0.0311448 | val_loss: 0.0311593 | Time: 1678.18 ms [2021-07-17 18:41:54 main:581] : INFO : Epoch 1789 | loss: 0.0311439 | val_loss: 0.0311589 | Time: 1782.47 ms [2021-07-17 18:41:55 main:581] : INFO : Epoch 1790 | loss: 0.0311421 | val_loss: 0.0311612 | Time: 1677.04 ms [2021-07-17 18:41:57 main:581] : INFO : Epoch 1791 | loss: 0.0311482 | val_loss: 0.0311649 | Time: 1814.58 ms [2021-07-17 18:41:59 main:581] : INFO : Epoch 1792 | loss: 0.0311449 | val_loss: 0.0311611 | Time: 1867.95 ms [2021-07-17 18:42:01 main:581] : INFO : Epoch 1793 | loss: 0.0311427 | val_loss: 0.0311589 | Time: 1922.77 ms [2021-07-17 18:42:03 main:581] : INFO : Epoch 1794 | loss: 0.0311425 | val_loss: 0.0311657 | Time: 1916.53 ms [2021-07-17 18:42:05 main:581] : INFO : Epoch 1795 | loss: 0.0311476 | val_loss: 0.0311604 | Time: 1624.59 ms [2021-07-17 18:42:06 main:581] : INFO : Epoch 1796 | loss: 0.031147 | val_loss: 0.0311617 | Time: 1722.79 ms [2021-07-17 18:42:08 main:581] : INFO : Epoch 1797 | loss: 0.0311473 | val_loss: 0.0311677 | Time: 1552.23 ms [2021-07-17 18:42:10 main:581] : INFO : Epoch 1798 | loss: 0.031145 | val_loss: 0.0311631 | Time: 1797.67 ms [2021-07-17 18:42:11 main:581] : INFO : Epoch 1799 | loss: 0.0311439 | val_loss: 0.0311611 | Time: 1603.29 ms [2021-07-17 18:42:13 main:581] : INFO : Epoch 1800 | loss: 0.0311453 | val_loss: 0.0311709 | Time: 1821.45 ms [2021-07-17 18:42:15 main:581] : INFO : Epoch 1801 | loss: 0.0311458 | val_loss: 0.0311615 | Time: 1828.95 ms [2021-07-17 18:42:17 main:581] : INFO : Epoch 1802 | loss: 0.0311434 | val_loss: 0.0311639 | Time: 1787.42 ms [2021-07-17 18:42:18 main:581] : INFO : Epoch 1803 | loss: 0.0311442 | val_loss: 0.0311647 | Time: 1584.97 ms [2021-07-17 18:42:20 main:581] : INFO : Epoch 1804 | loss: 0.0311431 | val_loss: 0.0311612 | Time: 1684.45 ms [2021-07-17 18:42:22 main:581] : INFO : Epoch 1805 | loss: 0.0311418 | val_loss: 0.0311628 | Time: 1595.49 ms [2021-07-17 18:42:23 main:581] : INFO : Epoch 1806 | loss: 0.031143 | val_loss: 0.0311633 | Time: 1706.05 ms [2021-07-17 18:42:25 main:581] : INFO : Epoch 1807 | loss: 0.0311444 | val_loss: 0.0311657 | Time: 1869.61 ms [2021-07-17 18:42:27 main:581] : INFO : Epoch 1808 | loss: 0.0311484 | val_loss: 0.0311703 | Time: 1681.31 ms [2021-07-17 18:42:28 main:581] : INFO : Epoch 1809 | loss: 0.0311445 | val_loss: 0.0311642 | Time: 1687.17 ms [2021-07-17 18:42:30 main:581] : INFO : Epoch 1810 | loss: 0.0311425 | val_loss: 0.0311613 | Time: 1957.35 ms [2021-07-17 18:42:32 main:581] : INFO : Epoch 1811 | loss: 0.0311395 | val_loss: 0.0311647 | Time: 1685.15 ms [2021-07-17 18:42:34 main:581] : INFO : Epoch 1812 | loss: 0.0311413 | val_loss: 0.0311679 | Time: 1875.9 ms [2021-07-17 18:42:36 main:581] : INFO : Epoch 1813 | loss: 0.0311491 | val_loss: 0.0311638 | Time: 1949.74 ms [2021-07-17 18:42:38 main:581] : INFO : Epoch 1814 | loss: 0.0311463 | val_loss: 0.0311734 | Time: 1956.75 ms [2021-07-17 18:42:40 main:581] : INFO : Epoch 1815 | loss: 0.0311446 | val_loss: 0.031169 | Time: 1948.17 ms [2021-07-17 18:42:42 main:581] : INFO : Epoch 1816 | loss: 0.0311401 | val_loss: 0.031162 | Time: 2265.79 ms [2021-07-17 18:42:44 main:581] : INFO : Epoch 1817 | loss: 0.0311401 | val_loss: 0.0311621 | Time: 1774.82 ms [2021-07-17 18:42:46 main:581] : INFO : Epoch 1818 | loss: 0.0311408 | val_loss: 0.031162 | Time: 1886.09 ms [2021-07-17 18:42:48 main:581] : INFO : Epoch 1819 | loss: 0.0311465 | val_loss: 0.0311623 | Time: 1855.07 ms [2021-07-17 18:42:49 main:581] : INFO : Epoch 1820 | loss: 0.031143 | val_loss: 0.0311612 | Time: 1843.98 ms [2021-07-17 18:42:51 main:581] : INFO : Epoch 1821 | loss: 0.0311396 | val_loss: 0.0311653 | Time: 1945.25 ms [2021-07-17 18:42:53 main:581] : INFO : Epoch 1822 | loss: 0.0311421 | val_loss: 0.0311636 | Time: 2017.23 ms [2021-07-17 18:42:55 main:581] : INFO : Epoch 1823 | loss: 0.0311402 | val_loss: 0.0311593 | Time: 1749.07 ms [2021-07-17 18:42:57 main:581] : INFO : Epoch 1824 | loss: 0.0311424 | val_loss: 0.0311663 | Time: 1759.23 ms [2021-07-17 18:42:59 main:581] : INFO : Epoch 1825 | loss: 0.0311395 | val_loss: 0.031162 | Time: 1948.63 ms [2021-07-17 18:43:01 main:581] : INFO : Epoch 1826 | loss: 0.0311395 | val_loss: 0.0311607 | Time: 1802.25 ms [2021-07-17 18:43:03 main:581] : INFO : Epoch 1827 | loss: 0.0311427 | val_loss: 0.0311582 | Time: 1827.56 ms [2021-07-17 18:43:04 main:581] : INFO : Epoch 1828 | loss: 0.0311414 | val_loss: 0.0311591 | Time: 1775.8 ms [2021-07-17 18:43:06 main:581] : INFO : Epoch 1829 | loss: 0.0311398 | val_loss: 0.0311581 | Time: 1788.13 ms [2021-07-17 18:43:08 main:581] : INFO : Epoch 1830 | loss: 0.0311377 | val_loss: 0.0311624 | Time: 1826.33 ms [2021-07-17 18:43:10 main:581] : INFO : Epoch 1831 | loss: 0.0311409 | val_loss: 0.0311655 | Time: 1840.63 ms [2021-07-17 18:43:11 main:581] : INFO : Epoch 1832 | loss: 0.0311403 | val_loss: 0.0311627 | Time: 1714.35 ms [2021-07-17 18:43:13 main:581] : INFO : Epoch 1833 | loss: 0.0311396 | val_loss: 0.0311622 | Time: 1869.8 ms [2021-07-17 18:43:15 main:581] : INFO : Epoch 1834 | loss: 0.0311427 | val_loss: 0.0311624 | Time: 1928.43 ms [2021-07-17 18:43:17 main:581] : INFO : Epoch 1835 | loss: 0.0311421 | val_loss: 0.0311646 | Time: 1772.92 ms [2021-07-17 18:43:19 main:581] : INFO : Epoch 1836 | loss: 0.0311423 | val_loss: 0.0311641 | Time: 1741.94 ms [2021-07-17 18:43:21 main:581] : INFO : Epoch 1837 | loss: 0.0311415 | val_loss: 0.0311673 | Time: 1800.59 ms [2021-07-17 18:43:23 main:581] : INFO : Epoch 1838 | loss: 0.0311408 | val_loss: 0.0311662 | Time: 1894.46 ms [2021-07-17 18:43:24 main:581] : INFO : Epoch 1839 | loss: 0.0311397 | val_loss: 0.031163 | Time: 1837.03 ms [2021-07-17 18:43:26 main:581] : INFO : Epoch 1840 | loss: 0.03114 | val_loss: 0.0311706 | Time: 1850.96 ms [2021-07-17 18:43:28 main:581] : INFO : Epoch 1841 | loss: 0.0311381 | val_loss: 0.0311604 | Time: 1913.79 ms [2021-07-17 18:43:30 main:581] : INFO : Epoch 1842 | loss: 0.0311368 | val_loss: 0.0311653 | Time: 1995.51 ms [2021-07-17 18:43:32 main:581] : INFO : Epoch 1843 | loss: 0.0311359 | val_loss: 0.0311627 | Time: 1775.59 ms [2021-07-17 18:43:33 main:581] : INFO : Epoch 1844 | loss: 0.0311356 | val_loss: 0.0311684 | Time: 1548.09 ms [2021-07-17 18:43:35 main:581] : INFO : Epoch 1845 | loss: 0.0311349 | val_loss: 0.0311625 | Time: 1618.89 ms [2021-07-17 18:43:37 main:581] : INFO : Epoch 1846 | loss: 0.0311358 | val_loss: 0.0311659 | Time: 1881.33 ms [2021-07-17 18:43:39 main:581] : INFO : Epoch 1847 | loss: 0.0311355 | val_loss: 0.0311624 | Time: 1874.06 ms [2021-07-17 18:43:40 main:581] : INFO : Epoch 1848 | loss: 0.0311354 | val_loss: 0.0311663 | Time: 1616.57 ms [2021-07-17 18:43:42 main:581] : INFO : Epoch 1849 | loss: 0.0311347 | val_loss: 0.0311631 | Time: 1929.01 ms [2021-07-17 18:43:44 main:581] : INFO : Epoch 1850 | loss: 0.0311351 | val_loss: 0.0311608 | Time: 1858.48 ms [2021-07-17 18:43:46 main:581] : INFO : Epoch 1851 | loss: 0.0311364 | val_loss: 0.0311634 | Time: 1949.87 ms [2021-07-17 18:43:48 main:581] : INFO : Epoch 1852 | loss: 0.0311363 | val_loss: 0.0311638 | Time: 1798.05 ms [2021-07-17 18:43:50 main:581] : INFO : Epoch 1853 | loss: 0.0311351 | val_loss: 0.031159 | Time: 1747.37 ms [2021-07-17 18:43:52 main:581] : INFO : Epoch 1854 | loss: 0.0311364 | val_loss: 0.0311638 | Time: 1915.94 ms [2021-07-17 18:43:54 main:581] : INFO : Epoch 1855 | loss: 0.0311392 | val_loss: 0.0311597 | Time: 1904.18 ms [2021-07-17 18:43:55 main:581] : INFO : Epoch 1856 | loss: 0.0311398 | val_loss: 0.0311802 | Time: 1771.62 ms [2021-07-17 18:43:57 main:581] : INFO : Epoch 1857 | loss: 0.0311393 | val_loss: 0.031167 | Time: 1609.36 ms [2021-07-17 18:43:59 main:581] : INFO : Epoch 1858 | loss: 0.0311387 | val_loss: 0.0311693 | Time: 1704.06 ms [2021-07-17 18:44:01 main:581] : INFO : Epoch 1859 | loss: 0.0311379 | val_loss: 0.0311677 | Time: 1903.69 ms [2021-07-17 18:44:02 main:581] : INFO : Epoch 1860 | loss: 0.0311358 | val_loss: 0.0311707 | Time: 1970.43 ms [2021-07-17 18:44:04 main:581] : INFO : Epoch 1861 | loss: 0.0311404 | val_loss: 0.0311686 | Time: 1937.73 ms [2021-07-17 18:44:06 main:581] : INFO : Epoch 1862 | loss: 0.031137 | val_loss: 0.031165 | Time: 1920.4 ms [2021-07-17 18:44:08 main:581] : INFO : Epoch 1863 | loss: 0.0311355 | val_loss: 0.0311635 | Time: 1917.12 ms [2021-07-17 18:44:10 main:581] : INFO : Epoch 1864 | loss: 0.0311353 | val_loss: 0.0311688 | Time: 1873.57 ms [2021-07-17 18:44:12 main:581] : INFO : Epoch 1865 | loss: 0.0311353 | val_loss: 0.0311664 | Time: 1984.44 ms [2021-07-17 18:44:14 main:581] : INFO : Epoch 1866 | loss: 0.0311308 | val_loss: 0.0311643 | Time: 2309.36 ms [2021-07-17 18:44:16 main:581] : INFO : Epoch 1867 | loss: 0.031133 | val_loss: 0.0311691 | Time: 1956.75 ms [2021-07-17 18:44:18 main:581] : INFO : Epoch 1868 | loss: 0.0311312 | val_loss: 0.0311672 | Time: 2014.95 ms [2021-07-17 18:44:20 main:581] : INFO : Epoch 1869 | loss: 0.0311298 | val_loss: 0.031163 | Time: 1935.4 ms [2021-07-17 18:44:22 main:581] : INFO : Epoch 1870 | loss: 0.0311304 | val_loss: 0.0311642 | Time: 1980.9 ms [2021-07-17 18:44:24 main:581] : INFO : Epoch 1871 | loss: 0.0311353 | val_loss: 0.0311709 | Time: 1888.44 ms [2021-07-17 18:44:26 main:581] : INFO : Epoch 1872 | loss: 0.0311399 | val_loss: 0.0311745 | Time: 1886.89 ms [2021-07-17 18:44:28 main:581] : INFO : Epoch 1873 | loss: 0.0311336 | val_loss: 0.0311701 | Time: 1763.02 ms [2021-07-17 18:44:30 main:581] : INFO : Epoch 1874 | loss: 0.0311351 | val_loss: 0.0311768 | Time: 1745.12 ms [2021-07-17 18:44:31 main:581] : INFO : Epoch 1875 | loss: 0.031135 | val_loss: 0.0311691 | Time: 1608.3 ms [2021-07-17 18:44:33 main:581] : INFO : Epoch 1876 | loss: 0.0311341 | val_loss: 0.0311654 | Time: 1754.15 ms [2021-07-17 18:44:35 main:581] : INFO : Epoch 1877 | loss: 0.031131 | val_loss: 0.0311626 | Time: 1800.53 ms [2021-07-17 18:44:37 main:581] : INFO : Epoch 1878 | loss: 0.0311301 | val_loss: 0.0311642 | Time: 1775.91 ms [2021-07-17 18:44:38 main:581] : INFO : Epoch 1879 | loss: 0.0311288 | val_loss: 0.0311629 | Time: 1809.28 ms [2021-07-17 18:44:40 main:581] : INFO : Epoch 1880 | loss: 0.031128 | val_loss: 0.0311708 | Time: 1827.8 ms [2021-07-17 18:44:42 main:581] : INFO : Epoch 1881 | loss: 0.0311288 | val_loss: 0.031166 | Time: 1674.58 ms [2021-07-17 18:44:44 main:581] : INFO : Epoch 1882 | loss: 0.0311307 | val_loss: 0.0311799 | Time: 1750.86 ms [2021-07-17 18:44:45 main:581] : INFO : Epoch 1883 | loss: 0.0311287 | val_loss: 0.0311689 | Time: 1618.24 ms [2021-07-17 18:44:47 main:581] : INFO : Epoch 1884 | loss: 0.0311302 | val_loss: 0.031167 | Time: 1776.34 ms [2021-07-17 18:44:49 main:581] : INFO : Epoch 1885 | loss: 0.0311306 | val_loss: 0.0311677 | Time: 1859.74 ms [2021-07-17 18:44:51 main:581] : INFO : Epoch 1886 | loss: 0.0311314 | val_loss: 0.0311678 | Time: 1785.28 ms [2021-07-17 18:44:53 main:581] : INFO : Epoch 1887 | loss: 0.031132 | val_loss: 0.0311717 | Time: 1958.57 ms [2021-07-17 18:44:54 main:581] : INFO : Epoch 1888 | loss: 0.0311305 | val_loss: 0.0311687 | Time: 1869.94 ms [2021-07-17 18:44:56 main:581] : INFO : Epoch 1889 | loss: 0.0311291 | val_loss: 0.0311687 | Time: 1923.29 ms [2021-07-17 18:44:58 main:581] : INFO : Epoch 1890 | loss: 0.0311298 | val_loss: 0.0311674 | Time: 1997.26 ms [2021-07-17 18:45:00 main:581] : INFO : Epoch 1891 | loss: 0.0311297 | val_loss: 0.0311721 | Time: 1993.69 ms [2021-07-17 18:45:02 main:581] : INFO : Epoch 1892 | loss: 0.0311306 | val_loss: 0.0311724 | Time: 1985.63 ms [2021-07-17 18:45:04 main:581] : INFO : Epoch 1893 | loss: 0.0311369 | val_loss: 0.0311731 | Time: 1716.12 ms [2021-07-17 18:45:06 main:581] : INFO : Epoch 1894 | loss: 0.0311341 | val_loss: 0.0311639 | Time: 1546.88 ms [2021-07-17 18:45:07 main:581] : INFO : Epoch 1895 | loss: 0.0311343 | val_loss: 0.0311685 | Time: 1781.35 ms [2021-07-17 18:45:09 main:581] : INFO : Epoch 1896 | loss: 0.0311334 | val_loss: 0.0311646 | Time: 1779.03 ms [2021-07-17 18:45:11 main:581] : INFO : Epoch 1897 | loss: 0.0311335 | val_loss: 0.0311628 | Time: 1646.28 ms [2021-07-17 18:45:13 main:581] : INFO : Epoch 1898 | loss: 0.0311332 | val_loss: 0.0311651 | Time: 1861.2 ms [2021-07-17 18:45:15 main:581] : INFO : Epoch 1899 | loss: 0.031134 | val_loss: 0.031164 | Time: 1943.34 ms [2021-07-17 18:45:17 main:581] : INFO : Epoch 1900 | loss: 0.0311356 | val_loss: 0.0311626 | Time: 1975.87 ms [2021-07-17 18:45:19 main:581] : INFO : Epoch 1901 | loss: 0.0311364 | val_loss: 0.0311636 | Time: 1998.21 ms [2021-07-17 18:45:21 main:581] : INFO : Epoch 1902 | loss: 0.0311339 | val_loss: 0.0311622 | Time: 1953.78 ms [2021-07-17 18:45:23 main:581] : INFO : Epoch 1903 | loss: 0.0311333 | val_loss: 0.0311628 | Time: 1942.09 ms [2021-07-17 18:45:24 main:581] : INFO : Epoch 1904 | loss: 0.0311345 | val_loss: 0.0311619 | Time: 1916.04 ms [2021-07-17 18:45:26 main:581] : INFO : Epoch 1905 | loss: 0.0311307 | val_loss: 0.0311618 | Time: 1721.84 ms [2021-07-17 18:45:28 main:581] : INFO : Epoch 1906 | loss: 0.031132 | val_loss: 0.0311633 | Time: 1811.37 ms [2021-07-17 18:45:30 main:581] : INFO : Epoch 1907 | loss: 0.0311304 | val_loss: 0.0311625 | Time: 1737.9 ms [2021-07-17 18:45:32 main:581] : INFO : Epoch 1908 | loss: 0.0311293 | val_loss: 0.0311644 | Time: 1829.56 ms [2021-07-17 18:45:33 main:581] : INFO : Epoch 1909 | loss: 0.0311293 | val_loss: 0.0311631 | Time: 1822.94 ms [2021-07-17 18:45:35 main:581] : INFO : Epoch 1910 | loss: 0.0311302 | val_loss: 0.0311646 | Time: 1867.63 ms [2021-07-17 18:45:37 main:581] : INFO : Epoch 1911 | loss: 0.0311302 | val_loss: 0.0311654 | Time: 2091.16 ms [2021-07-17 18:45:39 main:581] : INFO : Epoch 1912 | loss: 0.0311293 | val_loss: 0.0311693 | Time: 2024.19 ms [2021-07-17 18:45:41 main:581] : INFO : Epoch 1913 | loss: 0.031131 | val_loss: 0.0311649 | Time: 1914.93 ms [2021-07-17 18:45:43 main:581] : INFO : Epoch 1914 | loss: 0.0311306 | val_loss: 0.0311689 | Time: 1906.74 ms [2021-07-17 18:45:45 main:581] : INFO : Epoch 1915 | loss: 0.0311311 | val_loss: 0.0311645 | Time: 2011.62 ms [2021-07-17 18:45:47 main:581] : INFO : Epoch 1916 | loss: 0.0311301 | val_loss: 0.0311626 | Time: 2036.63 ms [2021-07-17 18:45:49 main:581] : INFO : Epoch 1917 | loss: 0.03113 | val_loss: 0.031161 | Time: 1687.77 ms [2021-07-17 18:45:51 main:581] : INFO : Epoch 1918 | loss: 0.0311311 | val_loss: 0.0311608 | Time: 1820.25 ms [2021-07-17 18:45:53 main:581] : INFO : Epoch 1919 | loss: 0.0311293 | val_loss: 0.0311612 | Time: 1925.34 ms [2021-07-17 18:45:55 main:581] : INFO : Epoch 1920 | loss: 0.0311288 | val_loss: 0.0311674 | Time: 1903.93 ms [2021-07-17 18:45:56 main:581] : INFO : Epoch 1921 | loss: 0.0311283 | val_loss: 0.0311632 | Time: 1701.89 ms [2021-07-17 18:45:58 main:581] : INFO : Epoch 1922 | loss: 0.0311278 | val_loss: 0.0311648 | Time: 1641.9 ms [2021-07-17 18:46:00 main:581] : INFO : Epoch 1923 | loss: 0.0311314 | val_loss: 0.0311647 | Time: 1635.83 ms [2021-07-17 18:46:01 main:581] : INFO : Epoch 1924 | loss: 0.0311315 | val_loss: 0.0311586 | Time: 1921.82 ms [2021-07-17 18:46:03 main:581] : INFO : Epoch 1925 | loss: 0.0311313 | val_loss: 0.0311704 | Time: 2021.23 ms [2021-07-17 18:46:05 main:581] : INFO : Epoch 1926 | loss: 0.0311319 | val_loss: 0.0311666 | Time: 1947.27 ms [2021-07-17 18:46:07 main:581] : INFO : Epoch 1927 | loss: 0.0311337 | val_loss: 0.0311688 | Time: 1965.8 ms [2021-07-17 18:46:09 main:581] : INFO : Epoch 1928 | loss: 0.0311325 | val_loss: 0.031172 | Time: 1959.58 ms [2021-07-17 18:46:11 main:581] : INFO : Epoch 1929 | loss: 0.0311425 | val_loss: 0.0311662 | Time: 1962.23 ms [2021-07-17 18:46:13 main:581] : INFO : Epoch 1930 | loss: 0.0311421 | val_loss: 0.0311674 | Time: 1786.02 ms [2021-07-17 18:46:15 main:581] : INFO : Epoch 1931 | loss: 0.031151 | val_loss: 0.0311675 | Time: 1741.21 ms [2021-07-17 18:46:17 main:581] : INFO : Epoch 1932 | loss: 0.0311514 | val_loss: 0.0311695 | Time: 1997.33 ms [2021-07-17 18:46:19 main:581] : INFO : Epoch 1933 | loss: 0.0311489 | val_loss: 0.0311682 | Time: 2003.6 ms [2021-07-17 18:46:21 main:581] : INFO : Epoch 1934 | loss: 0.0311493 | val_loss: 0.031163 | Time: 2003.76 ms [2021-07-17 18:46:23 main:581] : INFO : Epoch 1935 | loss: 0.0311471 | val_loss: 0.0311641 | Time: 1859.94 ms [2021-07-17 18:46:24 main:581] : INFO : Epoch 1936 | loss: 0.0311437 | val_loss: 0.0311627 | Time: 1682.81 ms [2021-07-17 18:46:26 main:581] : INFO : Epoch 1937 | loss: 0.0311432 | val_loss: 0.0311609 | Time: 1953.58 ms [2021-07-17 18:46:28 main:581] : INFO : Epoch 1938 | loss: 0.0311404 | val_loss: 0.0311626 | Time: 1721.24 ms [2021-07-17 18:46:30 main:581] : INFO : Epoch 1939 | loss: 0.0311415 | val_loss: 0.0311649 | Time: 1714.95 ms [2021-07-17 18:46:32 main:581] : INFO : Epoch 1940 | loss: 0.0311433 | val_loss: 0.0311635 | Time: 1810.79 ms [2021-07-17 18:46:34 main:581] : INFO : Epoch 1941 | loss: 0.03114 | val_loss: 0.0311637 | Time: 2159.44 ms [2021-07-17 18:46:36 main:581] : INFO : Epoch 1942 | loss: 0.0311385 | val_loss: 0.0311633 | Time: 1892.07 ms [2021-07-17 18:46:38 main:581] : INFO : Epoch 1943 | loss: 0.0311391 | val_loss: 0.0311638 | Time: 1955.38 ms [2021-07-17 18:46:40 main:581] : INFO : Epoch 1944 | loss: 0.03114 | val_loss: 0.031165 | Time: 1923.51 ms [2021-07-17 18:46:41 main:581] : INFO : Epoch 1945 | loss: 0.0311378 | val_loss: 0.0311638 | Time: 1748.57 ms [2021-07-17 18:46:43 main:581] : INFO : Epoch 1946 | loss: 0.0311368 | val_loss: 0.0311682 | Time: 1880.96 ms [2021-07-17 18:46:45 main:581] : INFO : Epoch 1947 | loss: 0.0311392 | val_loss: 0.0311605 | Time: 2060.35 ms [2021-07-17 18:46:47 main:581] : INFO : Epoch 1948 | loss: 0.0311362 | val_loss: 0.0311602 | Time: 1952.97 ms [2021-07-17 18:46:49 main:581] : INFO : Epoch 1949 | loss: 0.031151 | val_loss: 0.0311735 | Time: 1928.43 ms [2021-07-17 18:46:51 main:581] : INFO : Epoch 1950 | loss: 0.0311621 | val_loss: 0.0311687 | Time: 1700.04 ms [2021-07-17 18:46:53 main:581] : INFO : Epoch 1951 | loss: 0.0311569 | val_loss: 0.0311646 | Time: 1939.79 ms [2021-07-17 18:46:55 main:581] : INFO : Epoch 1952 | loss: 0.0311577 | val_loss: 0.0311739 | Time: 1887.84 ms [2021-07-17 18:46:56 main:581] : INFO : Epoch 1953 | loss: 0.0311572 | val_loss: 0.0311619 | Time: 1819.33 ms [2021-07-17 18:46:58 main:581] : INFO : Epoch 1954 | loss: 0.0311494 | val_loss: 0.031163 | Time: 1779.02 ms [2021-07-17 18:47:00 main:581] : INFO : Epoch 1955 | loss: 0.0311462 | val_loss: 0.0311605 | Time: 1668.71 ms [2021-07-17 18:47:02 main:581] : INFO : Epoch 1956 | loss: 0.0311465 | val_loss: 0.0311584 | Time: 1713.13 ms [2021-07-17 18:47:03 main:581] : INFO : Epoch 1957 | loss: 0.0311447 | val_loss: 0.031162 | Time: 1763.07 ms [2021-07-17 18:47:05 main:581] : INFO : Epoch 1958 | loss: 0.0311469 | val_loss: 0.0311664 | Time: 1809.21 ms [2021-07-17 18:47:07 main:581] : INFO : Epoch 1959 | loss: 0.0311454 | val_loss: 0.0311617 | Time: 1687.15 ms [2021-07-17 18:47:09 main:581] : INFO : Epoch 1960 | loss: 0.031144 | val_loss: 0.0311622 | Time: 1778.16 ms [2021-07-17 18:47:10 main:581] : INFO : Epoch 1961 | loss: 0.0311432 | val_loss: 0.0311601 | Time: 1736.77 ms [2021-07-17 18:47:12 main:581] : INFO : Epoch 1962 | loss: 0.031143 | val_loss: 0.0311603 | Time: 1869.65 ms [2021-07-17 18:47:14 main:581] : INFO : Epoch 1963 | loss: 0.0311429 | val_loss: 0.0311608 | Time: 2003.74 ms [2021-07-17 18:47:16 main:581] : INFO : Epoch 1964 | loss: 0.0311452 | val_loss: 0.0311619 | Time: 1873.92 ms [2021-07-17 18:47:19 main:581] : INFO : Epoch 1965 | loss: 0.0311448 | val_loss: 0.0311668 | Time: 3035.86 ms [2021-07-17 18:47:23 main:581] : INFO : Epoch 1966 | loss: 0.0311493 | val_loss: 0.0311731 | Time: 3589.5 ms [2021-07-17 18:47:25 main:581] : INFO : Epoch 1967 | loss: 0.0311598 | val_loss: 0.0311682 | Time: 2642.75 ms [2021-07-17 18:47:27 main:581] : INFO : Epoch 1968 | loss: 0.0311567 | val_loss: 0.0311648 | Time: 1927.44 ms [2021-07-17 18:47:29 main:581] : INFO : Epoch 1969 | loss: 0.0311538 | val_loss: 0.0311632 | Time: 1794.72 ms [2021-07-17 18:47:31 main:581] : INFO : Epoch 1970 | loss: 0.0311531 | val_loss: 0.0311634 | Time: 1928.18 ms [2021-07-17 18:47:33 main:581] : INFO : Epoch 1971 | loss: 0.03115 | val_loss: 0.0311699 | Time: 1865.56 ms [2021-07-17 18:47:35 main:581] : INFO : Epoch 1972 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 1816.93 ms [2021-07-17 18:47:37 main:581] : INFO : Epoch 1973 | loss: 0.0311754 | val_loss: 0.0311726 | Time: 1869.45 ms [2021-07-17 18:47:39 main:581] : INFO : Epoch 1974 | loss: 0.0311707 | val_loss: 0.0311702 | Time: 1876.31 ms [2021-07-17 18:47:40 main:581] : INFO : Epoch 1975 | loss: 0.031168 | val_loss: 0.0311669 | Time: 1777.25 ms [2021-07-17 18:47:42 main:581] : INFO : Epoch 1976 | loss: 0.0311667 | val_loss: 0.0311658 | Time: 1901.6 ms [2021-07-17 18:47:44 main:581] : INFO : Epoch 1977 | loss: 0.0311645 | val_loss: 0.0311653 | Time: 1857.52 ms [2021-07-17 18:47:46 main:581] : INFO : Epoch 1978 | loss: 0.0311659 | val_loss: 0.0311657 | Time: 1914.81 ms [2021-07-17 18:47:48 main:581] : INFO : Epoch 1979 | loss: 0.0311641 | val_loss: 0.031165 | Time: 1982.18 ms [2021-07-17 18:47:50 main:581] : INFO : Epoch 1980 | loss: 0.0311636 | val_loss: 0.0311627 | Time: 1756.77 ms [2021-07-17 18:47:51 main:581] : INFO : Epoch 1981 | loss: 0.0311633 | val_loss: 0.0311645 | Time: 1656.39 ms [2021-07-17 18:47:53 main:581] : INFO : Epoch 1982 | loss: 0.0311625 | val_loss: 0.0311628 | Time: 1856.65 ms [2021-07-17 18:47:55 main:581] : INFO : Epoch 1983 | loss: 0.0311623 | val_loss: 0.0311648 | Time: 1790.93 ms [2021-07-17 18:47:57 main:581] : INFO : Epoch 1984 | loss: 0.0311615 | val_loss: 0.0311634 | Time: 1855.17 ms [2021-07-17 18:47:59 main:581] : INFO : Epoch 1985 | loss: 0.0311608 | val_loss: 0.0311676 | Time: 1827.71 ms [2021-07-17 18:48:01 main:581] : INFO : Epoch 1986 | loss: 0.0311621 | val_loss: 0.0311621 | Time: 1839.6 ms [2021-07-17 18:48:02 main:581] : INFO : Epoch 1987 | loss: 0.031159 | val_loss: 0.0311682 | Time: 1707.7 ms [2021-07-17 18:48:04 main:581] : INFO : Epoch 1988 | loss: 0.0311612 | val_loss: 0.0311673 | Time: 1859.94 ms [2021-07-17 18:48:06 main:581] : INFO : Epoch 1989 | loss: 0.0311593 | val_loss: 0.0311677 | Time: 1768.45 ms [2021-07-17 18:48:08 main:581] : INFO : Epoch 1990 | loss: 0.0311611 | val_loss: 0.0311619 | Time: 1665.39 ms [2021-07-17 18:48:09 main:581] : INFO : Epoch 1991 | loss: 0.0311582 | val_loss: 0.0311616 | Time: 1784.9 ms [2021-07-17 18:48:11 main:581] : INFO : Epoch 1992 | loss: 0.0311582 | val_loss: 0.0311613 | Time: 1783.65 ms [2021-07-17 18:48:13 main:581] : INFO : Epoch 1993 | loss: 0.0311603 | val_loss: 0.0311631 | Time: 1676.82 ms [2021-07-17 18:48:15 main:581] : INFO : Epoch 1994 | loss: 0.03116 | val_loss: 0.031162 | Time: 1872.96 ms [2021-07-17 18:48:16 main:581] : INFO : Epoch 1995 | loss: 0.0311595 | val_loss: 0.0311672 | Time: 1666.23 ms [2021-07-17 18:48:18 main:581] : INFO : Epoch 1996 | loss: 0.0311591 | val_loss: 0.0311621 | Time: 1745.18 ms [2021-07-17 18:48:20 main:581] : INFO : Epoch 1997 | loss: 0.0311577 | val_loss: 0.0311615 | Time: 1680.94 ms [2021-07-17 18:48:22 main:581] : INFO : Epoch 1998 | loss: 0.0311592 | val_loss: 0.0311627 | Time: 1810.55 ms [2021-07-17 18:48:23 main:581] : INFO : Epoch 1999 | loss: 0.0311586 | val_loss: 0.0311629 | Time: 1806.3 ms [2021-07-17 18:48:25 main:581] : INFO : Epoch 2000 | loss: 0.0311586 | val_loss: 0.0311619 | Time: 1615.01 ms [2021-07-17 18:48:27 main:581] : INFO : Epoch 2001 | loss: 0.0311561 | val_loss: 0.0311605 | Time: 1821.57 ms [2021-07-17 18:48:29 main:581] : INFO : Epoch 2002 | loss: 0.0311579 | val_loss: 0.0311624 | Time: 1872.8 ms [2021-07-17 18:48:31 main:581] : INFO : Epoch 2003 | loss: 0.0311583 | val_loss: 0.0311643 | Time: 1900.24 ms [2021-07-17 18:48:32 main:581] : INFO : Epoch 2004 | loss: 0.0311558 | val_loss: 0.0311621 | Time: 1888.88 ms [2021-07-17 18:48:34 main:581] : INFO : Epoch 2005 | loss: 0.0311564 | val_loss: 0.0311617 | Time: 1724.92 ms [2021-07-17 18:48:36 main:581] : INFO : Epoch 2006 | loss: 0.0311562 | val_loss: 0.0311629 | Time: 1647.47 ms [2021-07-17 18:48:38 main:581] : INFO : Epoch 2007 | loss: 0.0311567 | val_loss: 0.0311615 | Time: 1692.81 ms [2021-07-17 18:48:39 main:581] : INFO : Epoch 2008 | loss: 0.0311587 | val_loss: 0.031163 | Time: 1669.37 ms [2021-07-17 18:48:41 main:581] : INFO : Epoch 2009 | loss: 0.0311564 | val_loss: 0.0311625 | Time: 1824.38 ms [2021-07-17 18:48:43 main:581] : INFO : Epoch 2010 | loss: 0.0311567 | val_loss: 0.0311616 | Time: 1854.5 ms [2021-07-17 18:48:45 main:581] : INFO : Epoch 2011 | loss: 0.0311563 | val_loss: 0.0311612 | Time: 1751.2 ms [2021-07-17 18:48:46 main:581] : INFO : Epoch 2012 | loss: 0.0311554 | val_loss: 0.0311621 | Time: 1712.94 ms [2021-07-17 18:48:48 main:581] : INFO : Epoch 2013 | loss: 0.0311578 | val_loss: 0.0311631 | Time: 1719.06 ms [2021-07-17 18:48:50 main:581] : INFO : Epoch 2014 | loss: 0.0311565 | val_loss: 0.0311613 | Time: 1661.63 ms [2021-07-17 18:48:52 main:581] : INFO : Epoch 2015 | loss: 0.0311557 | val_loss: 0.0311629 | Time: 1916.81 ms [2021-07-17 18:48:53 main:581] : INFO : Epoch 2016 | loss: 0.0311548 | val_loss: 0.031161 | Time: 1753.84 ms [2021-07-17 18:48:55 main:581] : INFO : Epoch 2017 | loss: 0.0311558 | val_loss: 0.0311628 | Time: 1715.52 ms [2021-07-17 18:48:57 main:581] : INFO : Epoch 2018 | loss: 0.0311548 | val_loss: 0.0311616 | Time: 1854.17 ms [2021-07-17 18:48:59 main:581] : INFO : Epoch 2019 | loss: 0.0311547 | val_loss: 0.0311605 | Time: 1811.61 ms [2021-07-17 18:49:01 main:581] : INFO : Epoch 2020 | loss: 0.0311557 | val_loss: 0.0311621 | Time: 1897.03 ms [2021-07-17 18:49:03 main:581] : INFO : Epoch 2021 | loss: 0.031155 | val_loss: 0.0311612 | Time: 1841.54 ms [2021-07-17 18:49:04 main:581] : INFO : Epoch 2022 | loss: 0.0311564 | val_loss: 0.031163 | Time: 1706.56 ms [2021-07-17 18:49:06 main:581] : INFO : Epoch 2023 | loss: 0.0311543 | val_loss: 0.0311654 | Time: 1837.08 ms [2021-07-17 18:49:08 main:581] : INFO : Epoch 2024 | loss: 0.0311566 | val_loss: 0.0311626 | Time: 1712.25 ms [2021-07-17 18:49:10 main:581] : INFO : Epoch 2025 | loss: 0.0311556 | val_loss: 0.0311624 | Time: 1866.23 ms [2021-07-17 18:49:11 main:581] : INFO : Epoch 2026 | loss: 0.0311548 | val_loss: 0.0311606 | Time: 1829.17 ms [2021-07-17 18:49:13 main:581] : INFO : Epoch 2027 | loss: 0.0311546 | val_loss: 0.0311615 | Time: 1713.76 ms [2021-07-17 18:49:15 main:581] : INFO : Epoch 2028 | loss: 0.0311539 | val_loss: 0.0311602 | Time: 1845.44 ms [2021-07-17 18:49:17 main:581] : INFO : Epoch 2029 | loss: 0.0311537 | val_loss: 0.0311594 | Time: 1681.29 ms [2021-07-17 18:49:19 main:581] : INFO : Epoch 2030 | loss: 0.0311537 | val_loss: 0.0311612 | Time: 1797.9 ms [2021-07-17 18:49:20 main:581] : INFO : Epoch 2031 | loss: 0.0311541 | val_loss: 0.0311608 | Time: 1952.75 ms [2021-07-17 18:49:22 main:581] : INFO : Epoch 2032 | loss: 0.0311536 | val_loss: 0.0311603 | Time: 1850.66 ms [2021-07-17 18:49:24 main:581] : INFO : Epoch 2033 | loss: 0.0311544 | val_loss: 0.0311628 | Time: 1800.14 ms [2021-07-17 18:49:26 main:581] : INFO : Epoch 2034 | loss: 0.0311562 | val_loss: 0.0311688 | Time: 1868.1 ms [2021-07-17 18:49:28 main:581] : INFO : Epoch 2035 | loss: 0.0311557 | val_loss: 0.0311599 | Time: 1890.75 ms [2021-07-17 18:49:30 main:581] : INFO : Epoch 2036 | loss: 0.0311531 | val_loss: 0.0311602 | Time: 1735.91 ms [2021-07-17 18:49:32 main:581] : INFO : Epoch 2037 | loss: 0.0311526 | val_loss: 0.03116 | Time: 1942.34 ms [2021-07-17 18:49:34 main:581] : INFO : Epoch 2038 | loss: 0.0311537 | val_loss: 0.0311599 | Time: 2019.32 ms [2021-07-17 18:49:36 main:581] : INFO : Epoch 2039 | loss: 0.0311535 | val_loss: 0.0311615 | Time: 2008.3 ms [2021-07-17 18:49:38 main:581] : INFO : Epoch 2040 | loss: 0.0311552 | val_loss: 0.0311612 | Time: 1982.29 ms [2021-07-17 18:49:40 main:581] : INFO : Epoch 2041 | loss: 0.0311533 | val_loss: 0.0311613 | Time: 1946.17 ms [2021-07-17 18:49:41 main:581] : INFO : Epoch 2042 | loss: 0.0311534 | val_loss: 0.0311622 | Time: 1840.16 ms [2021-07-17 18:49:43 main:581] : INFO : Epoch 2043 | loss: 0.0311533 | val_loss: 0.0311627 | Time: 1944.24 ms [2021-07-17 18:49:45 main:581] : INFO : Epoch 2044 | loss: 0.0311526 | val_loss: 0.031162 | Time: 1789.08 ms [2021-07-17 18:49:47 main:581] : INFO : Epoch 2045 | loss: 0.031152 | val_loss: 0.0311634 | Time: 1866.1 ms [2021-07-17 18:49:49 main:581] : INFO : Epoch 2046 | loss: 0.0311541 | val_loss: 0.0311603 | Time: 1821.2 ms [2021-07-17 18:49:51 main:581] : INFO : Epoch 2047 | loss: 0.0311528 | val_loss: 0.0311604 | Time: 1953.41 ms [2021-07-17 18:49:53 main:581] : INFO : Epoch 2048 | loss: 0.0311523 | val_loss: 0.0311606 | Time: 1780.56 ms [2021-07-17 18:49:53 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311606 [2021-07-17 18:49:53 main:610] : INFO : Saving end state to config to file [2021-07-17 18:49:53 main:615] : INFO : Success, exiting.. 18:49:53 (21343): 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)