Task 5789273
| Name | ParityMachine-1625431947-32108-2_0 |
| Workunit | 3618219 |
| Created | 11 Jul 2021, 21:07:27 UTC |
| Sent | 16 Jul 2021, 18:44:58 UTC |
| Report deadline | 23 Jul 2021, 18:44:58 UTC |
| Received | 17 Jul 2021, 12:39:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13546 |
| Run time | 1 hours 12 min 19 sec |
| CPU time | 1 hours 12 min 1 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 | 10.56 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1586 | loss: 0.0311462 | val_loss: 0.0311671 | Time: 2074.63 ms
[2021-07-17 11:12:32 main:581] : INFO : Epoch 1587 | loss: 0.0311461 | val_loss: 0.0311669 | Time: 2088.92 ms
[2021-07-17 11:12:34 main:581] : INFO : Epoch 1588 | loss: 0.0311456 | val_loss: 0.0311674 | Time: 2337.83 ms
[2021-07-17 11:12:37 main:581] : INFO : Epoch 1589 | loss: 0.0311464 | val_loss: 0.0311711 | Time: 2551.78 ms
[2021-07-17 11:12:39 main:581] : INFO : Epoch 1590 | loss: 0.0311447 | val_loss: 0.0311663 | Time: 2222.59 ms
[2021-07-17 11:12:41 main:581] : INFO : Epoch 1591 | loss: 0.0311447 | val_loss: 0.0311701 | Time: 1990.08 ms
[2021-07-17 11:12:43 main:581] : INFO : Epoch 1592 | loss: 0.0311458 | val_loss: 0.031171 | Time: 1939.7 ms
[2021-07-17 11:12:45 main:581] : INFO : Epoch 1593 | loss: 0.031146 | val_loss: 0.0311687 | Time: 2018.56 ms
[2021-07-17 11:12:47 main:581] : INFO : Epoch 1594 | loss: 0.0311458 | val_loss: 0.0311662 | Time: 1723.05 ms
[2021-07-17 11:12:48 main:581] : INFO : Epoch 1595 | loss: 0.0311457 | val_loss: 0.0311709 | Time: 1908.87 ms
[2021-07-17 11:12:50 main:581] : INFO : Epoch 1596 | loss: 0.0311453 | val_loss: 0.031171 | Time: 1988.6 ms
[2021-07-17 11:12:52 main:581] : INFO : Epoch 1597 | loss: 0.0311446 | val_loss: 0.0311692 | Time: 2013.29 ms
[2021-07-17 11:12:55 main:581] : INFO : Epoch 1598 | loss: 0.031143 | val_loss: 0.0311678 | Time: 2094.04 ms
[2021-07-17 11:12:59 main:581] : INFO : Epoch 1599 | loss: 0.0311435 | val_loss: 0.0311656 | Time: 4304.24 ms
[2021-07-17 11:13:01 main:581] : INFO : Epoch 1600 | loss: 0.0311458 | val_loss: 0.0311685 | Time: 2105.53 ms
[2021-07-17 11:13:03 main:581] : INFO : Epoch 1601 | loss: 0.0311454 | val_loss: 0.031167 | Time: 2157.39 ms
[2021-07-17 11:13:05 main:581] : INFO : Epoch 1602 | loss: 0.0311485 | val_loss: 0.0311711 | Time: 2090.6 ms
[2021-07-17 11:13:07 main:581] : INFO : Epoch 1603 | loss: 0.0311486 | val_loss: 0.0311659 | Time: 2110.05 ms
[2021-07-17 11:13:09 main:581] : INFO : Epoch 1604 | loss: 0.0311462 | val_loss: 0.031168 | Time: 2087.19 ms
[2021-07-17 11:13:12 main:581] : INFO : Epoch 1605 | loss: 0.0311452 | val_loss: 0.0311685 | Time: 2080.67 ms
[2021-07-17 11:13:14 main:581] : INFO : Epoch 1606 | loss: 0.031145 | val_loss: 0.0311676 | Time: 2043.05 ms
[2021-07-17 11:13:16 main:581] : INFO : Epoch 1607 | loss: 0.0311462 | val_loss: 0.0311756 | Time: 2006.32 ms
[2021-07-17 11:13:18 main:581] : INFO : Epoch 1608 | loss: 0.031146 | val_loss: 0.0311683 | Time: 1984.6 ms
[2021-07-17 11:13:20 main:581] : INFO : Epoch 1609 | loss: 0.0311454 | val_loss: 0.0311664 | Time: 2053.16 ms
[2021-07-17 11:13:22 main:581] : INFO : Epoch 1610 | loss: 0.0311445 | val_loss: 0.0311663 | Time: 2023.09 ms
[2021-07-17 11:13:24 main:581] : INFO : Epoch 1611 | loss: 0.0311435 | val_loss: 0.0311672 | Time: 2153.4 ms
[2021-07-17 11:13:26 main:581] : INFO : Epoch 1612 | loss: 0.031143 | val_loss: 0.0311711 | Time: 2004.62 ms
[2021-07-17 11:13:28 main:581] : INFO : Epoch 1613 | loss: 0.0311438 | val_loss: 0.0311677 | Time: 2049.95 ms
[2021-07-17 11:13:30 main:581] : INFO : Epoch 1614 | loss: 0.0311433 | val_loss: 0.0311723 | Time: 2098.82 ms
[2021-07-17 11:13:32 main:581] : INFO : Epoch 1615 | loss: 0.0311456 | val_loss: 0.0311665 | Time: 2080.72 ms
[2021-07-17 11:13:34 main:581] : INFO : Epoch 1616 | loss: 0.0311418 | val_loss: 0.0311673 | Time: 2041.36 ms
[2021-07-17 11:13:36 main:581] : INFO : Epoch 1617 | loss: 0.0311415 | val_loss: 0.0311674 | Time: 2075.44 ms
[2021-07-17 11:13:39 main:581] : INFO : Epoch 1618 | loss: 0.0311402 | val_loss: 0.0311678 | Time: 2977.09 ms
[2021-07-17 11:13:41 main:581] : INFO : Epoch 1619 | loss: 0.0311412 | val_loss: 0.0311715 | Time: 2091.21 ms
[2021-07-17 11:13:43 main:581] : INFO : Epoch 1620 | loss: 0.0311406 | val_loss: 0.0311686 | Time: 2064.93 ms
[2021-07-17 11:13:46 main:581] : INFO : Epoch 1621 | loss: 0.0311398 | val_loss: 0.0311719 | Time: 2249.24 ms
[2021-07-17 11:13:48 main:581] : INFO : Epoch 1622 | loss: 0.0311423 | val_loss: 0.0311728 | Time: 2078.1 ms
[2021-07-17 11:13:50 main:581] : INFO : Epoch 1623 | loss: 0.0311396 | val_loss: 0.0311686 | Time: 2012.07 ms
[2021-07-17 11:13:52 main:581] : INFO : Epoch 1624 | loss: 0.0311392 | val_loss: 0.0311695 | Time: 2051.39 ms
[2021-07-17 11:13:54 main:581] : INFO : Epoch 1625 | loss: 0.0311401 | val_loss: 0.0311687 | Time: 2098.36 ms
[2021-07-17 11:13:58 main:581] : INFO : Epoch 1626 | loss: 0.0311422 | val_loss: 0.0311702 | Time: 4293.41 ms
[2021-07-17 11:14:02 main:581] : INFO : Epoch 1627 | loss: 0.0311443 | val_loss: 0.0311694 | Time: 3928.68 ms
[2021-07-17 11:14:04 main:581] : INFO : Epoch 1628 | loss: 0.0311432 | val_loss: 0.0311714 | Time: 2084.42 ms
[2021-07-17 11:14:06 main:581] : INFO : Epoch 1629 | loss: 0.031143 | val_loss: 0.0311709 | Time: 2084.63 ms
[2021-07-17 11:14:08 main:581] : INFO : Epoch 1630 | loss: 0.0311418 | val_loss: 0.0311712 | Time: 1997.42 ms
[2021-07-17 11:14:10 main:581] : INFO : Epoch 1631 | loss: 0.0311405 | val_loss: 0.0311704 | Time: 2051.31 ms
[2021-07-17 11:14:12 main:581] : INFO : Epoch 1632 | loss: 0.031141 | val_loss: 0.0311674 | Time: 2090.49 ms
[2021-07-17 11:14:14 main:581] : INFO : Epoch 1633 | loss: 0.0311403 | val_loss: 0.0311696 | Time: 2079.02 ms
[2021-07-17 11:14:16 main:581] : INFO : Epoch 1634 | loss: 0.0311412 | val_loss: 0.03117 | Time: 2021.38 ms
[2021-07-17 11:14:18 main:581] : INFO : Epoch 1635 | loss: 0.0311396 | val_loss: 0.0311712 | Time: 2031.63 ms
[2021-07-17 11:14:20 main:581] : INFO : Epoch 1636 | loss: 0.0311388 | val_loss: 0.0311727 | Time: 2068.34 ms
[2021-07-17 11:14:23 main:581] : INFO : Epoch 1637 | loss: 0.0311405 | val_loss: 0.0311716 | Time: 2550.8 ms
[2021-07-17 11:14:26 main:581] : INFO : Epoch 1638 | loss: 0.0311404 | val_loss: 0.0311739 | Time: 2494.75 ms
[2021-07-17 11:14:28 main:581] : INFO : Epoch 1639 | loss: 0.0311386 | val_loss: 0.0311696 | Time: 2000.42 ms
[2021-07-17 11:14:30 main:581] : INFO : Epoch 1640 | loss: 0.0311409 | val_loss: 0.0311686 | Time: 2027.25 ms
[2021-07-17 11:14:32 main:581] : INFO : Epoch 1641 | loss: 0.0311447 | val_loss: 0.0311687 | Time: 2022.9 ms
[2021-07-17 11:14:34 main:581] : INFO : Epoch 1642 | loss: 0.0311435 | val_loss: 0.0311666 | Time: 2075 ms
[2021-07-17 11:14:36 main:581] : INFO : Epoch 1643 | loss: 0.0311425 | val_loss: 0.0311691 | Time: 2057.13 ms
[2021-07-17 11:14:38 main:581] : INFO : Epoch 1644 | loss: 0.0311451 | val_loss: 0.0311695 | Time: 2061.07 ms
[2021-07-17 11:14:40 main:581] : INFO : Epoch 1645 | loss: 0.0311426 | val_loss: 0.0311682 | Time: 2047.64 ms
[2021-07-17 11:14:42 main:581] : INFO : Epoch 1646 | loss: 0.0311396 | val_loss: 0.0311677 | Time: 2048.25 ms
[2021-07-17 11:14:44 main:581] : INFO : Epoch 1647 | loss: 0.0311402 | val_loss: 0.0311708 | Time: 2002.75 ms
[2021-07-17 11:14:46 main:581] : INFO : Epoch 1648 | loss: 0.0311413 | val_loss: 0.0311728 | Time: 2040.62 ms
[2021-07-17 11:14:48 main:581] : INFO : Epoch 1649 | loss: 0.0311388 | val_loss: 0.0311698 | Time: 2043.42 ms
[2021-07-17 11:14:50 main:581] : INFO : Epoch 1650 | loss: 0.0311382 | val_loss: 0.0311702 | Time: 2042.46 ms
[2021-07-17 11:14:52 main:581] : INFO : Epoch 1651 | loss: 0.0311387 | val_loss: 0.03117 | Time: 2074.2 ms
[2021-07-17 11:14:54 main:581] : INFO : Epoch 1652 | loss: 0.0311386 | val_loss: 0.0311732 | Time: 2037.26 ms
[2021-07-17 11:14:56 main:581] : INFO : Epoch 1653 | loss: 0.0311429 | val_loss: 0.0311747 | Time: 2024.37 ms
[2021-07-17 11:14:58 main:581] : INFO : Epoch 1654 | loss: 0.0311388 | val_loss: 0.0311689 | Time: 1990.6 ms
[2021-07-17 11:15:00 main:581] : INFO : Epoch 1655 | loss: 0.0311411 | val_loss: 0.0311668 | Time: 2040.39 ms
[2021-07-17 11:15:02 main:581] : INFO : Epoch 1656 | loss: 0.0311398 | val_loss: 0.0311686 | Time: 2020.25 ms
[2021-07-17 11:15:04 main:581] : INFO : Epoch 1657 | loss: 0.0311385 | val_loss: 0.0311676 | Time: 1999.02 ms
[2021-07-17 11:15:07 main:581] : INFO : Epoch 1658 | loss: 0.0311385 | val_loss: 0.0311714 | Time: 2557.71 ms
[2021-07-17 11:15:09 main:581] : INFO : Epoch 1659 | loss: 0.0311407 | val_loss: 0.0311712 | Time: 2213.56 ms
[2021-07-17 11:15:11 main:581] : INFO : Epoch 1660 | loss: 0.03114 | val_loss: 0.0311688 | Time: 2147.21 ms
[2021-07-17 11:15:13 main:581] : INFO : Epoch 1661 | loss: 0.0311383 | val_loss: 0.031169 | Time: 2068.3 ms
[2021-07-17 11:15:15 main:581] : INFO : Epoch 1662 | loss: 0.0311365 | val_loss: 0.0311706 | Time: 2143.57 ms
[2021-07-17 11:15:17 main:581] : INFO : Epoch 1663 | loss: 0.0311368 | val_loss: 0.0311711 | Time: 2042.59 ms
[2021-07-17 11:15:19 main:581] : INFO : Epoch 1664 | loss: 0.0311374 | val_loss: 0.0311718 | Time: 2058.15 ms
[2021-07-17 11:15:22 main:581] : INFO : Epoch 1665 | loss: 0.0311371 | val_loss: 0.0311714 | Time: 2085.84 ms
[2021-07-17 11:15:24 main:581] : INFO : Epoch 1666 | loss: 0.0311407 | val_loss: 0.0311744 | Time: 2424.19 ms
[2021-07-17 11:15:26 main:581] : INFO : Epoch 1667 | loss: 0.0311429 | val_loss: 0.0311685 | Time: 2186.84 ms
[2021-07-17 11:15:28 main:581] : INFO : Epoch 1668 | loss: 0.0311484 | val_loss: 0.0311704 | Time: 1981.17 ms
[2021-07-17 11:15:30 main:581] : INFO : Epoch 1669 | loss: 0.0311462 | val_loss: 0.0311641 | Time: 2010.87 ms
[2021-07-17 11:15:33 main:581] : INFO : Epoch 1670 | loss: 0.0311445 | val_loss: 0.0311652 | Time: 2447.01 ms
[2021-07-17 11:15:35 main:581] : INFO : Epoch 1671 | loss: 0.0311442 | val_loss: 0.0311674 | Time: 1963.85 ms
[2021-07-17 11:15:37 main:581] : INFO : Epoch 1672 | loss: 0.0311423 | val_loss: 0.0311681 | Time: 2024.12 ms
[2021-07-17 11:15:39 main:581] : INFO : Epoch 1673 | loss: 0.0311417 | val_loss: 0.0311678 | Time: 2049.28 ms
[2021-07-17 11:15:41 main:581] : INFO : Epoch 1674 | loss: 0.0311423 | val_loss: 0.0311699 | Time: 2040.67 ms
[2021-07-17 11:15:43 main:581] : INFO : Epoch 1675 | loss: 0.0311451 | val_loss: 0.0311793 | Time: 2282.1 ms
[2021-07-17 11:15:45 main:581] : INFO : Epoch 1676 | loss: 0.0311461 | val_loss: 0.0311727 | Time: 2008.36 ms
[2021-07-17 11:15:47 main:581] : INFO : Epoch 1677 | loss: 0.0311557 | val_loss: 0.0311661 | Time: 2014.98 ms
[2021-07-17 11:15:49 main:581] : INFO : Epoch 1678 | loss: 0.0311571 | val_loss: 0.0311665 | Time: 2047.67 ms
[2021-07-17 11:15:51 main:581] : INFO : Epoch 1679 | loss: 0.0311545 | val_loss: 0.0311687 | Time: 2061.29 ms
[2021-07-17 11:15:54 main:581] : INFO : Epoch 1680 | loss: 0.0311569 | val_loss: 0.0311664 | Time: 2852.34 ms
[2021-07-17 11:15:58 main:581] : INFO : Epoch 1681 | loss: 0.031151 | val_loss: 0.0311657 | Time: 3888.46 ms
[2021-07-17 11:16:00 main:581] : INFO : Epoch 1682 | loss: 0.0311503 | val_loss: 0.031168 | Time: 2411.07 ms
[2021-07-17 11:16:02 main:581] : INFO : Epoch 1683 | loss: 0.0311477 | val_loss: 0.0311664 | Time: 2029.64 ms
[2021-07-17 11:16:04 main:581] : INFO : Epoch 1684 | loss: 0.0311482 | val_loss: 0.0311625 | Time: 1951.45 ms
[2021-07-17 11:16:06 main:581] : INFO : Epoch 1685 | loss: 0.0311484 | val_loss: 0.0311631 | Time: 2017.92 ms
[2021-07-17 11:16:08 main:581] : INFO : Epoch 1686 | loss: 0.0311503 | val_loss: 0.0311627 | Time: 2062.04 ms
[2021-07-17 11:16:10 main:581] : INFO : Epoch 1687 | loss: 0.0311492 | val_loss: 0.0311669 | Time: 2067.66 ms
[2021-07-17 11:16:12 main:581] : INFO : Epoch 1688 | loss: 0.03115 | val_loss: 0.0311639 | Time: 2061.4 ms
[2021-07-17 11:16:14 main:581] : INFO : Epoch 1689 | loss: 0.0311489 | val_loss: 0.0311657 | Time: 1964.74 ms
[2021-07-17 11:16:16 main:581] : INFO : Epoch 1690 | loss: 0.0311491 | val_loss: 0.0311644 | Time: 1985.29 ms
[2021-07-17 11:16:18 main:581] : INFO : Epoch 1691 | loss: 0.0311482 | val_loss: 0.0311669 | Time: 1967.18 ms
[2021-07-17 11:16:20 main:581] : INFO : Epoch 1692 | loss: 0.0311489 | val_loss: 0.0311699 | Time: 1958.56 ms
[2021-07-17 11:16:22 main:581] : INFO : Epoch 1693 | loss: 0.0311491 | val_loss: 0.0311665 | Time: 1890.5 ms
[2021-07-17 11:16:24 main:581] : INFO : Epoch 1694 | loss: 0.0311494 | val_loss: 0.0311695 | Time: 1881.1 ms
[2021-07-17 11:16:26 main:581] : INFO : Epoch 1695 | loss: 0.0311512 | val_loss: 0.0311645 | Time: 1899.79 ms
[2021-07-17 11:16:28 main:581] : INFO : Epoch 1696 | loss: 0.0311481 | val_loss: 0.0311671 | Time: 2024.61 ms
[2021-07-17 11:16:31 main:581] : INFO : Epoch 1697 | loss: 0.03115 | val_loss: 0.0311646 | Time: 2561.07 ms
[2021-07-17 11:16:33 main:581] : INFO : Epoch 1698 | loss: 0.0311484 | val_loss: 0.0311683 | Time: 2045.4 ms
[2021-07-17 11:16:35 main:581] : INFO : Epoch 1699 | loss: 0.0311489 | val_loss: 0.0311681 | Time: 2017.5 ms
[2021-07-17 11:16:37 main:581] : INFO : Epoch 1700 | loss: 0.0311484 | val_loss: 0.0311676 | Time: 2083.25 ms
[2021-07-17 11:16:39 main:581] : INFO : Epoch 1701 | loss: 0.0311469 | val_loss: 0.0311666 | Time: 1894.68 ms
[2021-07-17 11:16:41 main:581] : INFO : Epoch 1702 | loss: 0.0311455 | val_loss: 0.0311793 | Time: 1908.02 ms
[2021-07-17 11:16:42 main:581] : INFO : Epoch 1703 | loss: 0.0311476 | val_loss: 0.0311638 | Time: 1976.53 ms
[2021-07-17 11:16:45 main:581] : INFO : Epoch 1704 | loss: 0.0311577 | val_loss: 0.031169 | Time: 2059.58 ms
[2021-07-17 11:16:47 main:581] : INFO : Epoch 1705 | loss: 0.0311657 | val_loss: 0.0311693 | Time: 2026.12 ms
[2021-07-17 11:16:49 main:581] : INFO : Epoch 1706 | loss: 0.0311669 | val_loss: 0.0311654 | Time: 2070.37 ms
[2021-07-17 11:16:51 main:581] : INFO : Epoch 1707 | loss: 0.0311641 | val_loss: 0.0311631 | Time: 2062.74 ms
[2021-07-17 11:16:53 main:581] : INFO : Epoch 1708 | loss: 0.0311649 | val_loss: 0.0311633 | Time: 2031.69 ms
[2021-07-17 11:16:55 main:581] : INFO : Epoch 1709 | loss: 0.0311631 | val_loss: 0.0311648 | Time: 2075.87 ms
[2021-07-17 11:16:57 main:581] : INFO : Epoch 1710 | loss: 0.0311659 | val_loss: 0.0311663 | Time: 1939.21 ms
[2021-07-17 11:16:59 main:581] : INFO : Epoch 1711 | loss: 0.0311648 | val_loss: 0.0311713 | Time: 1983.5 ms
[2021-07-17 11:17:01 main:581] : INFO : Epoch 1712 | loss: 0.031162 | val_loss: 0.0311608 | Time: 2047.06 ms
[2021-07-17 11:17:03 main:581] : INFO : Epoch 1713 | loss: 0.0311579 | val_loss: 0.0311597 | Time: 2029.15 ms
[2021-07-17 11:17:05 main:581] : INFO : Epoch 1714 | loss: 0.0311575 | val_loss: 0.0311605 | Time: 2049.8 ms
[2021-07-17 11:17:07 main:581] : INFO : Epoch 1715 | loss: 0.0311564 | val_loss: 0.0311619 | Time: 2002.45 ms
[2021-07-17 11:17:09 main:581] : INFO : Epoch 1716 | loss: 0.0311559 | val_loss: 0.0311609 | Time: 1974.77 ms
[2021-07-17 11:17:11 main:581] : INFO : Epoch 1717 | loss: 0.0311551 | val_loss: 0.0311612 | Time: 2063.82 ms
[2021-07-17 11:17:13 main:581] : INFO : Epoch 1718 | loss: 0.0311551 | val_loss: 0.0311617 | Time: 2034.76 ms
[2021-07-17 11:17:15 main:581] : INFO : Epoch 1719 | loss: 0.0311554 | val_loss: 0.0311641 | Time: 1848.92 ms
[2021-07-17 11:17:17 main:581] : INFO : Epoch 1720 | loss: 0.0311542 | val_loss: 0.0311673 | Time: 1913.85 ms
[2021-07-17 11:17:19 main:581] : INFO : Epoch 1721 | loss: 0.0311586 | val_loss: 0.0311698 | Time: 1998 ms
[2021-07-17 11:17:21 main:581] : INFO : Epoch 1722 | loss: 0.0311545 | val_loss: 0.0311613 | Time: 2007.19 ms
[2021-07-17 11:17:23 main:581] : INFO : Epoch 1723 | loss: 0.0311525 | val_loss: 0.031164 | Time: 1940.92 ms
[2021-07-17 11:17:25 main:581] : INFO : Epoch 1724 | loss: 0.0311532 | val_loss: 0.0311635 | Time: 1987.04 ms
[2021-07-17 11:17:27 main:581] : INFO : Epoch 1725 | loss: 0.0311512 | val_loss: 0.0311661 | Time: 1978.95 ms
[2021-07-17 11:17:29 main:581] : INFO : Epoch 1726 | loss: 0.031152 | val_loss: 0.0311645 | Time: 1951.94 ms
[2021-07-17 11:17:30 main:581] : INFO : Epoch 1727 | loss: 0.0311523 | val_loss: 0.0311631 | Time: 1811.81 ms
[2021-07-17 11:17:32 main:581] : INFO : Epoch 1728 | loss: 0.0311513 | val_loss: 0.0311637 | Time: 1983.42 ms
[2021-07-17 11:17:34 main:581] : INFO : Epoch 1729 | loss: 0.0311506 | val_loss: 0.0311661 | Time: 2023.5 ms
[2021-07-17 11:17:36 main:581] : INFO : Epoch 1730 | loss: 0.0311504 | val_loss: 0.0311634 | Time: 2024.78 ms
[2021-07-17 11:17:38 main:581] : INFO : Epoch 1731 | loss: 0.0311511 | val_loss: 0.0311648 | Time: 2019.9 ms
[2021-07-17 11:17:40 main:581] : INFO : Epoch 1732 | loss: 0.0311545 | val_loss: 0.0311745 | Time: 2035.74 ms
[2021-07-17 11:17:43 main:581] : INFO : Epoch 1733 | loss: 0.0311572 | val_loss: 0.0311687 | Time: 2053.47 ms
[2021-07-17 11:17:44 main:581] : INFO : Epoch 1734 | loss: 0.0311561 | val_loss: 0.0311692 | Time: 1874.98 ms
[2021-07-17 11:17:46 main:581] : INFO : Epoch 1735 | loss: 0.0311514 | val_loss: 0.0311667 | Time: 1937.66 ms
[2021-07-17 11:17:48 main:581] : INFO : Epoch 1736 | loss: 0.031152 | val_loss: 0.0311644 | Time: 1965.77 ms
[2021-07-17 11:17:50 main:581] : INFO : Epoch 1737 | loss: 0.0311517 | val_loss: 0.0311653 | Time: 1999.59 ms
[2021-07-17 11:17:53 main:581] : INFO : Epoch 1738 | loss: 0.0311536 | val_loss: 0.0311635 | Time: 2189.81 ms
[2021-07-17 11:17:55 main:581] : INFO : Epoch 1739 | loss: 0.0311535 | val_loss: 0.0311651 | Time: 2087.78 ms
[2021-07-17 11:17:58 main:581] : INFO : Epoch 1740 | loss: 0.0311515 | val_loss: 0.0311681 | Time: 3101.74 ms
[2021-07-17 11:18:00 main:581] : INFO : Epoch 1741 | loss: 0.0311504 | val_loss: 0.0311647 | Time: 2119.42 ms
[2021-07-17 11:18:02 main:581] : INFO : Epoch 1742 | loss: 0.0311491 | val_loss: 0.031168 | Time: 2039.45 ms
[2021-07-17 11:18:04 main:581] : INFO : Epoch 1743 | loss: 0.0311492 | val_loss: 0.0311622 | Time: 1998.63 ms
[2021-07-17 11:18:06 main:581] : INFO : Epoch 1744 | loss: 0.0311493 | val_loss: 0.0311655 | Time: 1989.89 ms
[2021-07-17 11:18:08 main:581] : INFO : Epoch 1745 | loss: 0.0311477 | val_loss: 0.0311667 | Time: 2026.09 ms
[2021-07-17 11:18:10 main:581] : INFO : Epoch 1746 | loss: 0.031148 | val_loss: 0.0311677 | Time: 2024.28 ms
[2021-07-17 11:18:12 main:581] : INFO : Epoch 1747 | loss: 0.0311492 | val_loss: 0.0311674 | Time: 2023.62 ms
[2021-07-17 11:18:14 main:581] : INFO : Epoch 1748 | loss: 0.0311468 | val_loss: 0.0311679 | Time: 2059.28 ms
[2021-07-17 11:18:16 main:581] : INFO : Epoch 1749 | loss: 0.0311475 | val_loss: 0.0311674 | Time: 2042.3 ms
[2021-07-17 11:18:18 main:581] : INFO : Epoch 1750 | loss: 0.0311456 | val_loss: 0.0311642 | Time: 2021.63 ms
[2021-07-17 11:18:20 main:581] : INFO : Epoch 1751 | loss: 0.031146 | val_loss: 0.0311669 | Time: 1950.22 ms
[2021-07-17 11:18:22 main:581] : INFO : Epoch 1752 | loss: 0.0311463 | val_loss: 0.0311669 | Time: 1918.07 ms
[2021-07-17 11:18:24 main:581] : INFO : Epoch 1753 | loss: 0.031145 | val_loss: 0.0311665 | Time: 1998.69 ms
[2021-07-17 11:18:26 main:581] : INFO : Epoch 1754 | loss: 0.0311482 | val_loss: 0.0311775 | Time: 2040.12 ms
[2021-07-17 11:18:28 main:581] : INFO : Epoch 1755 | loss: 0.0311511 | val_loss: 0.031167 | Time: 1994.41 ms
[2021-07-17 11:18:30 main:581] : INFO : Epoch 1756 | loss: 0.0311482 | val_loss: 0.0311676 | Time: 2001.79 ms
[2021-07-17 11:18:32 main:581] : INFO : Epoch 1757 | loss: 0.031146 | val_loss: 0.0311668 | Time: 2014.32 ms
[2021-07-17 11:18:34 main:581] : INFO : Epoch 1758 | loss: 0.0311441 | val_loss: 0.0311653 | Time: 1990.41 ms
[2021-07-17 11:18:36 main:581] : INFO : Epoch 1759 | loss: 0.0311447 | val_loss: 0.0311651 | Time: 2013.83 ms
[2021-07-17 11:18:38 main:581] : INFO : Epoch 1760 | loss: 0.0311453 | val_loss: 0.031167 | Time: 2053.45 ms
[2021-07-17 11:18:40 main:581] : INFO : Epoch 1761 | loss: 0.0311454 | val_loss: 0.0311661 | Time: 2014.62 ms
[2021-07-17 11:18:42 main:581] : INFO : Epoch 1762 | loss: 0.0311497 | val_loss: 0.0311659 | Time: 2010.88 ms
[2021-07-17 11:18:44 main:581] : INFO : Epoch 1763 | loss: 0.03115 | val_loss: 0.0311656 | Time: 2010.77 ms
[2021-07-17 11:18:46 main:581] : INFO : Epoch 1764 | loss: 0.0311525 | val_loss: 0.0311644 | Time: 2019.2 ms
[2021-07-17 11:18:48 main:581] : INFO : Epoch 1765 | loss: 0.0311529 | val_loss: 0.0311624 | Time: 1999.64 ms
[2021-07-17 11:18:50 main:581] : INFO : Epoch 1766 | loss: 0.0311515 | val_loss: 0.0311641 | Time: 1980.59 ms
[2021-07-17 11:18:52 main:581] : INFO : Epoch 1767 | loss: 0.0311503 | val_loss: 0.0311623 | Time: 1976.68 ms
[2021-07-17 11:18:54 main:581] : INFO : Epoch 1768 | loss: 0.031149 | val_loss: 0.0311642 | Time: 2030.08 ms
[2021-07-17 11:18:56 main:581] : INFO : Epoch 1769 | loss: 0.0311514 | val_loss: 0.0311731 | Time: 2053.01 ms
SIGSEGV: segmentation violation
Stack trace (22 frames):
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x55ed0e0b9f9c]
/lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7fb26ee79730]
/lib/x86_64-linux-gnu/libc.so.6(+0x39d57)[0x7fb1f0793d57]
/lib/x86_64-linux-gnu/libc.so.6(+0x39eba)[0x7fb1f0793eba]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x55ed0e0b5b25]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x55ed0e0b5bee]
/lib/x86_64-linux-gnu/libpthread.so.0(+0x12730)[0x7fb26ee79730]
/lib/x86_64-linux-gnu/libpthread.so.0(pthread_cond_wait+0x1fa)[0x7fb26ee7500a]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(_ZNSt18condition_variable4waitERSt11unique_lockISt5mutexE+0xc)[0x55ed0e150abc]
./libtorch_cpu.so(+0x275d0c3)[0x7fb26b4720c3]
./libtorch_cpu.so(_ZN5torch8autograd6Engine11thread_mainERKSt10shared_ptrINS0_9GraphTaskEE+0xfc)[0x7fb26b476c8c]
./libtorch_cpu.so(_ZN5torch8autograd6Engine23execute_with_graph_taskERKSt10shared_ptrINS0_9GraphTaskEES2_INS0_4NodeEE+0x490)[0x7fb26b4747c0]
./libtorch_cpu.so(_ZN5torch8autograd6Engine7executeERKSt6vectorINS0_4EdgeESaIS3_EERKS2_IN2at6TensorESaIS9_EEbbS7_+0x82f)[0x7fb26b4739af]
./libtorch_cpu.so(+0x274c935)[0x7fb26b461935]
./libtorch_cpu.so(_ZN5torch8autograd8backwardERKSt6vectorIN2at6TensorESaIS3_EES7_N3c108optionalIbEEb+0x87)[0x7fb26b4628b7]
./libtorch_cpu.so(+0x2c15b10)[0x7fb26b92ab10]
./libtorch_cpu.so(+0x2407072)[0x7fb26b11c072]
./libtorch_cpu.so(_ZNK2at6Tensor8backwardERKS0_N3c108optionalIbEEb+0x155)[0x7fb269c78065]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x9a27f)[0x55ed0ddd627f]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8ad10)[0x55ed0ddc6d10]
/lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xeb)[0x7fb1f077e09b]
../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x8675a)[0x55ed0ddc275a]
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 14:27:38 main:442] : INFO : Set logging level to 1
[2021-07-17 14:27:38 main:448] : INFO : Running in BOINC Client mode
[2021-07-17 14:27:38 main:451] : INFO : Resolving all filenames
[2021-07-17 14:27:38 main:459] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1)
[2021-07-17 14:27:38 main:459] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625431947-32108-2_0_r578218392_1 (exists = 1)
[2021-07-17 14:27:38 main:459] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625431947-32108-2_0_r578218392_0 (exists = 0)
[2021-07-17 14:27:38 main:459] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625431947-32108-2 (exists = 1)
[2021-07-17 14:27:38 main:459] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2021-07-17 14:27:38 main:479] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5
[2021-07-17 14:27:38 main:481] : INFO : Configuration:
[2021-07-17 14:27:38 main:482] : INFO : Model type: GRU
[2021-07-17 14:27:38 main:483] : INFO : Validation Loss Threshold: 0.0001
[2021-07-17 14:27:38 main:484] : INFO : Max Epochs: 2048
[2021-07-17 14:27:38 main:485] : INFO : Batch Size: 128
[2021-07-17 14:27:38 main:486] : INFO : Learning Rate: 0.01
[2021-07-17 14:27:38 main:487] : INFO : Patience: 10
[2021-07-17 14:27:38 main:488] : INFO : Hidden Width: 12
[2021-07-17 14:27:38 main:489] : INFO : # Recurrent Layers: 4
[2021-07-17 14:27:38 main:490] : INFO : # Backend Layers: 4
[2021-07-17 14:27:38 main:491] : INFO : # Threads: 1
[2021-07-17 14:27:38 main:493] : INFO : Preparing Dataset
[2021-07-17 14:27:38 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 14:27:40 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 14:27:45 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2021-07-17 14:27:45 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 14:27:45 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 14:27:46 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2021-07-17 14:27:46 main:501] : INFO : Creating Model
[2021-07-17 14:27:46 main:514] : INFO : Preparing config file
[2021-07-17 14:27:46 main:518] : INFO : Found checkpoint, attempting to load...
[2021-07-17 14:27:46 main:519] : INFO : Loading config
[2021-07-17 14:27:46 main:521] : INFO : Loading state
[2021-07-17 14:27:48 main:566] : INFO : Loading DataLoader into Memory
[2021-07-17 14:27:48 main:569] : INFO : Starting Training
[2021-07-17 14:27:54 main:581] : INFO : Epoch 1770 | loss: 0.0312891 | val_loss: 0.0312318 | Time: 6365.99 ms
[2021-07-17 14:27:58 main:581] : INFO : Epoch 1771 | loss: 0.0312019 | val_loss: 0.0311759 | Time: 3584.99 ms
[2021-07-17 14:28:01 main:581] : INFO : Epoch 1772 | loss: 0.0311607 | val_loss: 0.0311636 | Time: 3224.64 ms
[2021-07-17 14:28:04 main:581] : INFO : Epoch 1773 | loss: 0.0311559 | val_loss: 0.031167 | Time: 3148.27 ms
[2021-07-17 14:28:08 main:581] : INFO : Epoch 1774 | loss: 0.0311536 | val_loss: 0.0311628 | Time: 3903.29 ms
[2021-07-17 14:28:13 main:581] : INFO : Epoch 1775 | loss: 0.0311534 | val_loss: 0.0311623 | Time: 4415.58 ms
[2021-07-17 14:28:16 main:581] : INFO : Epoch 1776 | loss: 0.0311505 | val_loss: 0.0311627 | Time: 3761.23 ms
[2021-07-17 14:28:20 main:581] : INFO : Epoch 1777 | loss: 0.0311512 | val_loss: 0.0311588 | Time: 3881.21 ms
[2021-07-17 14:28:26 main:581] : INFO : Epoch 1778 | loss: 0.0311503 | val_loss: 0.0311628 | Time: 5545.09 ms
[2021-07-17 14:28:30 main:581] : INFO : Epoch 1779 | loss: 0.0311529 | val_loss: 0.0311691 | Time: 4487.24 ms
[2021-07-17 14:28:34 main:581] : INFO : Epoch 1780 | loss: 0.0311572 | val_loss: 0.0311635 | Time: 3712.27 ms
[2021-07-17 14:28:37 main:581] : INFO : Epoch 1781 | loss: 0.0311539 | val_loss: 0.0311668 | Time: 3025.51 ms
[2021-07-17 14:28:41 main:581] : INFO : Epoch 1782 | loss: 0.0311524 | val_loss: 0.0311636 | Time: 4138.08 ms
[2021-07-17 14:28:45 main:581] : INFO : Epoch 1783 | loss: 0.0311531 | val_loss: 0.0311621 | Time: 3557.97 ms
[2021-07-17 14:28:48 main:581] : INFO : Epoch 1784 | loss: 0.0311493 | val_loss: 0.0311622 | Time: 2906.49 ms
[2021-07-17 14:28:53 main:581] : INFO : Epoch 1785 | loss: 0.0311485 | val_loss: 0.0311639 | Time: 5552.8 ms
[2021-07-17 14:28:57 main:581] : INFO : Epoch 1786 | loss: 0.0311502 | val_loss: 0.03117 | Time: 4126.28 ms
[2021-07-17 14:29:01 main:581] : INFO : Epoch 1787 | loss: 0.0311508 | val_loss: 0.0311636 | Time: 3655.58 ms
[2021-07-17 14:29:03 main:581] : INFO : Epoch 1788 | loss: 0.0311485 | val_loss: 0.0311611 | Time: 1988.07 ms
[2021-07-17 14:29:06 main:581] : INFO : Epoch 1789 | loss: 0.031152 | val_loss: 0.0311788 | Time: 2966.21 ms
[2021-07-17 14:29:10 main:581] : INFO : Epoch 1790 | loss: 0.0311516 | val_loss: 0.031164 | Time: 4052.45 ms
[2021-07-17 14:29:13 main:581] : INFO : Epoch 1791 | loss: 0.0311487 | val_loss: 0.0311633 | Time: 3295.51 ms
[2021-07-17 14:29:17 main:581] : INFO : Epoch 1792 | loss: 0.0311474 | val_loss: 0.0311653 | Time: 3568.28 ms
[2021-07-17 14:29:19 main:581] : INFO : Epoch 1793 | loss: 0.0311474 | val_loss: 0.0311631 | Time: 2452.45 ms
[2021-07-17 14:29:23 main:581] : INFO : Epoch 1794 | loss: 0.0311479 | val_loss: 0.0311622 | Time: 3532.72 ms
[2021-07-17 14:29:25 main:581] : INFO : Epoch 1795 | loss: 0.0311462 | val_loss: 0.0311607 | Time: 2580.31 ms
[2021-07-17 14:29:27 main:581] : INFO : Epoch 1796 | loss: 0.0311459 | val_loss: 0.0311613 | Time: 1853.12 ms
[2021-07-17 14:29:29 main:581] : INFO : Epoch 1797 | loss: 0.0311457 | val_loss: 0.0311637 | Time: 1982.54 ms
[2021-07-17 14:29:31 main:581] : INFO : Epoch 1798 | loss: 0.0311454 | val_loss: 0.0311621 | Time: 1987.74 ms
[2021-07-17 14:29:33 main:581] : INFO : Epoch 1799 | loss: 0.0311476 | val_loss: 0.0311659 | Time: 2034.3 ms
[2021-07-17 14:29:36 main:581] : INFO : Epoch 1800 | loss: 0.0311453 | val_loss: 0.0311666 | Time: 2325.98 ms
[2021-07-17 14:29:38 main:581] : INFO : Epoch 1801 | loss: 0.0311483 | val_loss: 0.0311662 | Time: 2355.5 ms
[2021-07-17 14:29:40 main:581] : INFO : Epoch 1802 | loss: 0.0311488 | val_loss: 0.0311634 | Time: 2297.27 ms
[2021-07-17 14:29:43 main:581] : INFO : Epoch 1803 | loss: 0.031147 | val_loss: 0.0311638 | Time: 2261.4 ms
[2021-07-17 14:29:45 main:581] : INFO : Epoch 1804 | loss: 0.0311458 | val_loss: 0.0311635 | Time: 2010.24 ms
[2021-07-17 14:29:47 main:581] : INFO : Epoch 1805 | loss: 0.0311455 | val_loss: 0.0311685 | Time: 1986.09 ms
[2021-07-17 14:29:49 main:581] : INFO : Epoch 1806 | loss: 0.0311502 | val_loss: 0.0311713 | Time: 1996.09 ms
[2021-07-17 14:29:50 main:581] : INFO : Epoch 1807 | loss: 0.0311464 | val_loss: 0.0311605 | Time: 1887.96 ms
[2021-07-17 14:29:52 main:581] : INFO : Epoch 1808 | loss: 0.0311461 | val_loss: 0.0311624 | Time: 1931.02 ms
[2021-07-17 14:29:54 main:581] : INFO : Epoch 1809 | loss: 0.0311473 | val_loss: 0.0311633 | Time: 1886.7 ms
[2021-07-17 14:29:56 main:581] : INFO : Epoch 1810 | loss: 0.0311495 | val_loss: 0.0311667 | Time: 1923.2 ms
[2021-07-17 14:29:58 main:581] : INFO : Epoch 1811 | loss: 0.031147 | val_loss: 0.0311656 | Time: 1951.8 ms
[2021-07-17 14:30:00 main:581] : INFO : Epoch 1812 | loss: 0.0311471 | val_loss: 0.0311623 | Time: 1921.19 ms
[2021-07-17 14:30:03 main:581] : INFO : Epoch 1813 | loss: 0.0311474 | val_loss: 0.0311711 | Time: 2670.42 ms
[2021-07-17 14:30:07 main:581] : INFO : Epoch 1814 | loss: 0.0311482 | val_loss: 0.031167 | Time: 3993.2 ms
[2021-07-17 14:30:10 main:581] : INFO : Epoch 1815 | loss: 0.0311446 | val_loss: 0.031167 | Time: 3436.5 ms
[2021-07-17 14:30:13 main:581] : INFO : Epoch 1816 | loss: 0.0311428 | val_loss: 0.0311635 | Time: 2788.34 ms
[2021-07-17 14:30:15 main:581] : INFO : Epoch 1817 | loss: 0.0311445 | val_loss: 0.0311613 | Time: 2434.68 ms
[2021-07-17 14:30:18 main:581] : INFO : Epoch 1818 | loss: 0.0311457 | val_loss: 0.0311638 | Time: 2821.65 ms
[2021-07-17 14:30:21 main:581] : INFO : Epoch 1819 | loss: 0.0311439 | val_loss: 0.0311638 | Time: 2941.39 ms
[2021-07-17 14:30:24 main:581] : INFO : Epoch 1820 | loss: 0.0311435 | val_loss: 0.0311653 | Time: 2381.74 ms
[2021-07-17 14:30:26 main:581] : INFO : Epoch 1821 | loss: 0.0311449 | val_loss: 0.0311679 | Time: 2645.3 ms
[2021-07-17 14:30:28 main:581] : INFO : Epoch 1822 | loss: 0.0311434 | val_loss: 0.0311628 | Time: 1943.01 ms
[2021-07-17 14:30:30 main:581] : INFO : Epoch 1823 | loss: 0.031142 | val_loss: 0.0311606 | Time: 1995.68 ms
[2021-07-17 14:30:32 main:581] : INFO : Epoch 1824 | loss: 0.0311427 | val_loss: 0.0311584 | Time: 2044.04 ms
[2021-07-17 14:30:34 main:581] : INFO : Epoch 1825 | loss: 0.0311443 | val_loss: 0.031159 | Time: 2039.54 ms
[2021-07-17 14:30:36 main:581] : INFO : Epoch 1826 | loss: 0.0311455 | val_loss: 0.0311589 | Time: 2049.8 ms
[2021-07-17 14:30:38 main:581] : INFO : Epoch 1827 | loss: 0.0311443 | val_loss: 0.0311632 | Time: 1996.36 ms
[2021-07-17 14:30:40 main:581] : INFO : Epoch 1828 | loss: 0.031147 | val_loss: 0.0311667 | Time: 2045.13 ms
[2021-07-17 14:30:42 main:581] : INFO : Epoch 1829 | loss: 0.031156 | val_loss: 0.0311624 | Time: 2043.49 ms
[2021-07-17 14:30:45 main:581] : INFO : Epoch 1830 | loss: 0.0311604 | val_loss: 0.0311756 | Time: 2639.7 ms
[2021-07-17 14:30:47 main:581] : INFO : Epoch 1831 | loss: 0.0311484 | val_loss: 0.0311645 | Time: 2233.82 ms
[2021-07-17 14:30:50 main:581] : INFO : Epoch 1832 | loss: 0.0311457 | val_loss: 0.0311628 | Time: 2731.59 ms
[2021-07-17 14:30:53 main:581] : INFO : Epoch 1833 | loss: 0.0311455 | val_loss: 0.0311675 | Time: 2681.61 ms
[2021-07-17 14:30:57 main:581] : INFO : Epoch 1834 | loss: 0.0311475 | val_loss: 0.0311636 | Time: 4122.93 ms
[2021-07-17 14:31:00 main:581] : INFO : Epoch 1835 | loss: 0.0311443 | val_loss: 0.031163 | Time: 3325.99 ms
[2021-07-17 14:31:03 main:581] : INFO : Epoch 1836 | loss: 0.0311445 | val_loss: 0.0311686 | Time: 2775.5 ms
[2021-07-17 14:31:05 main:581] : INFO : Epoch 1837 | loss: 0.0311451 | val_loss: 0.0311656 | Time: 2442.83 ms
[2021-07-17 14:31:09 main:581] : INFO : Epoch 1838 | loss: 0.0311436 | val_loss: 0.0311634 | Time: 3896.51 ms
[2021-07-17 14:31:13 main:581] : INFO : Epoch 1839 | loss: 0.0311426 | val_loss: 0.0311653 | Time: 3643.15 ms
[2021-07-17 14:31:16 main:581] : INFO : Epoch 1840 | loss: 0.0311424 | val_loss: 0.0311625 | Time: 3297.12 ms
[2021-07-17 14:31:20 main:581] : INFO : Epoch 1841 | loss: 0.0311438 | val_loss: 0.03116 | Time: 3620.33 ms
[2021-07-17 14:31:23 main:581] : INFO : Epoch 1842 | loss: 0.0311429 | val_loss: 0.0311635 | Time: 3168.04 ms
[2021-07-17 14:31:26 main:581] : INFO : Epoch 1843 | loss: 0.0311431 | val_loss: 0.0311663 | Time: 2921.27 ms
[2021-07-17 14:31:29 main:581] : INFO : Epoch 1844 | loss: 0.0311428 | val_loss: 0.031169 | Time: 2844.26 ms
[2021-07-17 14:31:31 main:581] : INFO : Epoch 1845 | loss: 0.0311429 | val_loss: 0.0311737 | Time: 2699.79 ms
[2021-07-17 14:31:34 main:581] : INFO : Epoch 1846 | loss: 0.0311451 | val_loss: 0.0311614 | Time: 2963.25 ms
[2021-07-17 14:31:37 main:581] : INFO : Epoch 1847 | loss: 0.0311432 | val_loss: 0.0311614 | Time: 2300.46 ms
[2021-07-17 14:31:40 main:581] : INFO : Epoch 1848 | loss: 0.0311437 | val_loss: 0.0311607 | Time: 3798.94 ms
[2021-07-17 14:31:45 main:581] : INFO : Epoch 1849 | loss: 0.0311425 | val_loss: 0.0311629 | Time: 4763.98 ms
[2021-07-17 14:31:49 main:581] : INFO : Epoch 1850 | loss: 0.0311461 | val_loss: 0.031164 | Time: 3581.87 ms
[2021-07-17 14:31:51 main:581] : INFO : Epoch 1851 | loss: 0.0311446 | val_loss: 0.0311649 | Time: 2476.38 ms
[2021-07-17 14:31:54 main:581] : INFO : Epoch 1852 | loss: 0.0311408 | val_loss: 0.0311649 | Time: 2848.78 ms
[2021-07-17 14:31:58 main:581] : INFO : Epoch 1853 | loss: 0.0311398 | val_loss: 0.031163 | Time: 3425.85 ms
[2021-07-17 14:32:01 main:581] : INFO : Epoch 1854 | loss: 0.031141 | val_loss: 0.0311667 | Time: 3026.2 ms
[2021-07-17 14:32:03 main:581] : INFO : Epoch 1855 | loss: 0.0311419 | val_loss: 0.0311616 | Time: 2356.31 ms
[2021-07-17 14:32:06 main:581] : INFO : Epoch 1856 | loss: 0.0311411 | val_loss: 0.031161 | Time: 2655.5 ms
[2021-07-17 14:32:10 main:581] : INFO : Epoch 1857 | loss: 0.0311392 | val_loss: 0.0311658 | Time: 4292.22 ms
[2021-07-17 14:32:13 main:581] : INFO : Epoch 1858 | loss: 0.0311408 | val_loss: 0.0311672 | Time: 3352.35 ms
[2021-07-17 14:32:16 main:581] : INFO : Epoch 1859 | loss: 0.0311405 | val_loss: 0.031167 | Time: 2989.44 ms
[2021-07-17 14:32:19 main:581] : INFO : Epoch 1860 | loss: 0.0311378 | val_loss: 0.031165 | Time: 2405.59 ms
[2021-07-17 14:32:22 main:581] : INFO : Epoch 1861 | loss: 0.0311379 | val_loss: 0.0311696 | Time: 3279.61 ms
[2021-07-17 14:32:25 main:581] : INFO : Epoch 1862 | loss: 0.0311387 | val_loss: 0.0311658 | Time: 3564.29 ms
[2021-07-17 14:32:29 main:581] : INFO : Epoch 1863 | loss: 0.0311425 | val_loss: 0.0311662 | Time: 3722.8 ms
[2021-07-17 14:32:32 main:581] : INFO : Epoch 1864 | loss: 0.0311392 | val_loss: 0.0311639 | Time: 2494.5 ms
[2021-07-17 14:32:35 main:581] : INFO : Epoch 1865 | loss: 0.0311432 | val_loss: 0.0311617 | Time: 3626.54 ms
[2021-07-17 14:32:38 main:581] : INFO : Epoch 1866 | loss: 0.0311455 | val_loss: 0.0311691 | Time: 2549.31 ms
[2021-07-17 14:32:41 main:581] : INFO : Epoch 1867 | loss: 0.0311451 | val_loss: 0.0311607 | Time: 2831.05 ms
[2021-07-17 14:32:44 main:581] : INFO : Epoch 1868 | loss: 0.0311509 | val_loss: 0.0311719 | Time: 3394.48 ms
[2021-07-17 14:32:47 main:581] : INFO : Epoch 1869 | loss: 0.0311458 | val_loss: 0.0311693 | Time: 3356.07 ms
[2021-07-17 14:32:51 main:581] : INFO : Epoch 1870 | loss: 0.0311431 | val_loss: 0.0311625 | Time: 3890.86 ms
[2021-07-17 14:32:55 main:581] : INFO : Epoch 1871 | loss: 0.0311413 | val_loss: 0.0311601 | Time: 3732.89 ms
[2021-07-17 14:32:58 main:581] : INFO : Epoch 1872 | loss: 0.0311447 | val_loss: 0.0311676 | Time: 2847.27 ms
[2021-07-17 14:33:01 main:581] : INFO : Epoch 1873 | loss: 0.0311429 | val_loss: 0.0311614 | Time: 2774.42 ms
[2021-07-17 14:33:04 main:581] : INFO : Epoch 1874 | loss: 0.0311414 | val_loss: 0.0311596 | Time: 3044.95 ms
[2021-07-17 14:33:07 main:581] : INFO : Epoch 1875 | loss: 0.0311437 | val_loss: 0.0311651 | Time: 3564.31 ms
[2021-07-17 14:33:10 main:581] : INFO : Epoch 1876 | loss: 0.0311424 | val_loss: 0.0311617 | Time: 2884.29 ms
[2021-07-17 14:33:12 main:581] : INFO : Epoch 1877 | loss: 0.0311413 | val_loss: 0.0311636 | Time: 2012.35 ms
[2021-07-17 14:33:14 main:581] : INFO : Epoch 1878 | loss: 0.031139 | val_loss: 0.0311659 | Time: 2024.98 ms
[2021-07-17 14:33:17 main:581] : INFO : Epoch 1879 | loss: 0.0311439 | val_loss: 0.031164 | Time: 2902.99 ms
[2021-07-17 14:33:20 main:581] : INFO : Epoch 1880 | loss: 0.0311414 | val_loss: 0.0311678 | Time: 2378.94 ms
[2021-07-17 14:33:22 main:581] : INFO : Epoch 1881 | loss: 0.0311402 | val_loss: 0.0311604 | Time: 2388.71 ms
[2021-07-17 14:33:25 main:581] : INFO : Epoch 1882 | loss: 0.0311376 | val_loss: 0.0311634 | Time: 2927.19 ms
[2021-07-17 14:33:27 main:581] : INFO : Epoch 1883 | loss: 0.0311385 | val_loss: 0.0311635 | Time: 2563.29 ms
[2021-07-17 14:33:30 main:581] : INFO : Epoch 1884 | loss: 0.0311408 | val_loss: 0.0311659 | Time: 2721.37 ms
[2021-07-17 14:33:32 main:581] : INFO : Epoch 1885 | loss: 0.0311422 | val_loss: 0.0311694 | Time: 2132.13 ms
[2021-07-17 14:33:35 main:581] : INFO : Epoch 1886 | loss: 0.0311411 | val_loss: 0.0311641 | Time: 3139.98 ms
[2021-07-17 14:33:39 main:581] : INFO : Epoch 1887 | loss: 0.0311398 | val_loss: 0.031163 | Time: 3615.4 ms
[2021-07-17 14:33:44 main:581] : INFO : Epoch 1888 | loss: 0.0311397 | val_loss: 0.0311672 | Time: 4976.85 ms
[2021-07-17 14:33:47 main:581] : INFO : Epoch 1889 | loss: 0.0311429 | val_loss: 0.0311629 | Time: 3398 ms
[2021-07-17 14:33:52 main:581] : INFO : Epoch 1890 | loss: 0.0311426 | val_loss: 0.0311624 | Time: 4099.85 ms
[2021-07-17 14:33:55 main:581] : INFO : Epoch 1891 | loss: 0.0311412 | val_loss: 0.0311707 | Time: 3004.96 ms
[2021-07-17 14:33:56 main:581] : INFO : Epoch 1892 | loss: 0.0311401 | val_loss: 0.0311643 | Time: 1848.19 ms
[2021-07-17 14:33:58 main:581] : INFO : Epoch 1893 | loss: 0.0311416 | val_loss: 0.0311645 | Time: 1816.44 ms
[2021-07-17 14:34:00 main:581] : INFO : Epoch 1894 | loss: 0.0311433 | val_loss: 0.0311605 | Time: 1936.19 ms
[2021-07-17 14:34:02 main:581] : INFO : Epoch 1895 | loss: 0.0311405 | val_loss: 0.0311664 | Time: 2348.03 ms
[2021-07-17 14:34:07 main:581] : INFO : Epoch 1896 | loss: 0.0311392 | val_loss: 0.0311642 | Time: 4608.32 ms
[2021-07-17 14:34:10 main:581] : INFO : Epoch 1897 | loss: 0.0311463 | val_loss: 0.0311709 | Time: 2759.21 ms
[2021-07-17 14:34:12 main:581] : INFO : Epoch 1898 | loss: 0.0311459 | val_loss: 0.0311674 | Time: 2465.97 ms
[2021-07-17 14:34:14 main:581] : INFO : Epoch 1899 | loss: 0.0311423 | val_loss: 0.0311679 | Time: 2051.07 ms
[2021-07-17 14:34:17 main:581] : INFO : Epoch 1900 | loss: 0.0311424 | val_loss: 0.0311681 | Time: 2875.56 ms
[2021-07-17 14:34:19 main:581] : INFO : Epoch 1901 | loss: 0.0311399 | val_loss: 0.0311636 | Time: 2218.96 ms
[2021-07-17 14:34:22 main:581] : INFO : Epoch 1902 | loss: 0.031138 | val_loss: 0.0311657 | Time: 2090.73 ms
[2021-07-17 14:34:24 main:581] : INFO : Epoch 1903 | loss: 0.0311375 | val_loss: 0.0311635 | Time: 2372.17 ms
[2021-07-17 14:34:26 main:581] : INFO : Epoch 1904 | loss: 0.0311359 | val_loss: 0.0311709 | Time: 2392.03 ms
[2021-07-17 14:34:29 main:581] : INFO : Epoch 1905 | loss: 0.0311357 | val_loss: 0.0311659 | Time: 2287.06 ms
[2021-07-17 14:34:30 main:581] : INFO : Epoch 1906 | loss: 0.0311359 | val_loss: 0.0311674 | Time: 1866.51 ms
[2021-07-17 14:34:32 main:581] : INFO : Epoch 1907 | loss: 0.0311345 | val_loss: 0.0311669 | Time: 1887.05 ms
[2021-07-17 14:34:34 main:581] : INFO : Epoch 1908 | loss: 0.0311342 | val_loss: 0.0311615 | Time: 1873.69 ms
[2021-07-17 14:34:36 main:581] : INFO : Epoch 1909 | loss: 0.0311364 | val_loss: 0.0311624 | Time: 1869.64 ms
[2021-07-17 14:34:38 main:581] : INFO : Epoch 1910 | loss: 0.0311371 | val_loss: 0.031162 | Time: 1955.53 ms
[2021-07-17 14:34:40 main:581] : INFO : Epoch 1911 | loss: 0.0311386 | val_loss: 0.0311645 | Time: 2022.63 ms
[2021-07-17 14:34:42 main:581] : INFO : Epoch 1912 | loss: 0.0311359 | val_loss: 0.0311614 | Time: 1980.31 ms
[2021-07-17 14:34:44 main:581] : INFO : Epoch 1913 | loss: 0.0311393 | val_loss: 0.0311648 | Time: 1962.69 ms
[2021-07-17 14:34:46 main:581] : INFO : Epoch 1914 | loss: 0.0311361 | val_loss: 0.0311645 | Time: 2049.03 ms
[2021-07-17 14:34:48 main:581] : INFO : Epoch 1915 | loss: 0.0311372 | val_loss: 0.0311659 | Time: 2028.52 ms
[2021-07-17 14:34:50 main:581] : INFO : Epoch 1916 | loss: 0.0311367 | val_loss: 0.0311666 | Time: 2051.19 ms
[2021-07-17 14:34:52 main:581] : INFO : Epoch 1917 | loss: 0.0311383 | val_loss: 0.0311658 | Time: 2029.13 ms
[2021-07-17 14:34:54 main:581] : INFO : Epoch 1918 | loss: 0.031138 | val_loss: 0.0311632 | Time: 2030.64 ms
[2021-07-17 14:34:56 main:581] : INFO : Epoch 1919 | loss: 0.0311398 | val_loss: 0.0311633 | Time: 1791.1 ms
[2021-07-17 14:34:58 main:581] : INFO : Epoch 1920 | loss: 0.0311402 | val_loss: 0.0311632 | Time: 1752.25 ms
[2021-07-17 14:35:00 main:581] : INFO : Epoch 1921 | loss: 0.0311397 | val_loss: 0.0311654 | Time: 1938.41 ms
[2021-07-17 14:35:02 main:581] : INFO : Epoch 1922 | loss: 0.0311381 | val_loss: 0.0311707 | Time: 1902.36 ms
[2021-07-17 14:35:04 main:581] : INFO : Epoch 1923 | loss: 0.0311372 | val_loss: 0.0311735 | Time: 2006.88 ms
[2021-07-17 14:35:06 main:581] : INFO : Epoch 1924 | loss: 0.0311372 | val_loss: 0.0311707 | Time: 2047.11 ms
[2021-07-17 14:35:08 main:581] : INFO : Epoch 1925 | loss: 0.0311365 | val_loss: 0.0311728 | Time: 2050.53 ms
[2021-07-17 14:35:10 main:581] : INFO : Epoch 1926 | loss: 0.0311445 | val_loss: 0.03117 | Time: 2040.5 ms
[2021-07-17 14:35:12 main:581] : INFO : Epoch 1927 | loss: 0.0311435 | val_loss: 0.0311716 | Time: 1939.09 ms
[2021-07-17 14:35:14 main:581] : INFO : Epoch 1928 | loss: 0.0311449 | val_loss: 0.031187 | Time: 1943.23 ms
[2021-07-17 14:35:16 main:581] : INFO : Epoch 1929 | loss: 0.0311489 | val_loss: 0.0311721 | Time: 1914.02 ms
[2021-07-17 14:35:18 main:581] : INFO : Epoch 1930 | loss: 0.0311465 | val_loss: 0.0311708 | Time: 2005.65 ms
[2021-07-17 14:35:20 main:581] : INFO : Epoch 1931 | loss: 0.0311452 | val_loss: 0.0311753 | Time: 1992.5 ms
[2021-07-17 14:35:22 main:581] : INFO : Epoch 1932 | loss: 0.0311448 | val_loss: 0.0311675 | Time: 1987.4 ms
[2021-07-17 14:35:24 main:581] : INFO : Epoch 1933 | loss: 0.0311494 | val_loss: 0.0311779 | Time: 1995.2 ms
[2021-07-17 14:35:25 main:581] : INFO : Epoch 1934 | loss: 0.0311704 | val_loss: 0.0311768 | Time: 1969.35 ms
[2021-07-17 14:35:27 main:581] : INFO : Epoch 1935 | loss: 0.0311743 | val_loss: 0.0311768 | Time: 1971.32 ms
[2021-07-17 14:35:29 main:581] : INFO : Epoch 1936 | loss: 0.0311749 | val_loss: 0.0311758 | Time: 1985.6 ms
[2021-07-17 14:35:31 main:581] : INFO : Epoch 1937 | loss: 0.0311727 | val_loss: 0.031175 | Time: 2011.31 ms
[2021-07-17 14:35:33 main:581] : INFO : Epoch 1938 | loss: 0.0311715 | val_loss: 0.0311737 | Time: 1980.2 ms
[2021-07-17 14:35:35 main:581] : INFO : Epoch 1939 | loss: 0.0311698 | val_loss: 0.0311757 | Time: 1876.13 ms
[2021-07-17 14:35:37 main:581] : INFO : Epoch 1940 | loss: 0.0311699 | val_loss: 0.0311728 | Time: 2003.2 ms
[2021-07-17 14:35:40 main:581] : INFO : Epoch 1941 | loss: 0.0311677 | val_loss: 0.0311727 | Time: 2323.11 ms
[2021-07-17 14:35:42 main:581] : INFO : Epoch 1942 | loss: 0.0311688 | val_loss: 0.0311819 | Time: 2018.06 ms
[2021-07-17 14:35:44 main:581] : INFO : Epoch 1943 | loss: 0.0311691 | val_loss: 0.0311774 | Time: 1990.66 ms
[2021-07-17 14:35:46 main:581] : INFO : Epoch 1944 | loss: 0.0311678 | val_loss: 0.0311712 | Time: 1933.95 ms
[2021-07-17 14:35:47 main:581] : INFO : Epoch 1945 | loss: 0.0311663 | val_loss: 0.0311746 | Time: 1782.45 ms
[2021-07-17 14:35:49 main:581] : INFO : Epoch 1946 | loss: 0.0311681 | val_loss: 0.0311792 | Time: 1983.63 ms
[2021-07-17 14:35:51 main:581] : INFO : Epoch 1947 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 2038.34 ms
[2021-07-17 14:35:53 main:581] : INFO : Epoch 1948 | loss: 0.0311664 | val_loss: 0.0311781 | Time: 2011.44 ms
[2021-07-17 14:35:55 main:581] : INFO : Epoch 1949 | loss: 0.0311651 | val_loss: 0.0311748 | Time: 1977.16 ms
[2021-07-17 14:35:57 main:581] : INFO : Epoch 1950 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 2003.8 ms
[2021-07-17 14:35:59 main:581] : INFO : Epoch 1951 | loss: 0.0311663 | val_loss: 0.0311784 | Time: 2014.23 ms
[2021-07-17 14:36:01 main:581] : INFO : Epoch 1952 | loss: 0.0311638 | val_loss: 0.0311799 | Time: 1973.79 ms
[2021-07-17 14:36:03 main:581] : INFO : Epoch 1953 | loss: 0.0311652 | val_loss: 0.0311749 | Time: 1877.46 ms
[2021-07-17 14:36:05 main:581] : INFO : Epoch 1954 | loss: 0.031165 | val_loss: 0.0311804 | Time: 1974.85 ms
[2021-07-17 14:36:07 main:581] : INFO : Epoch 1955 | loss: 0.0311638 | val_loss: 0.0311754 | Time: 2010.27 ms
[2021-07-17 14:36:09 main:581] : INFO : Epoch 1956 | loss: 0.0311669 | val_loss: 0.0311764 | Time: 1954.36 ms
[2021-07-17 14:36:11 main:581] : INFO : Epoch 1957 | loss: 0.031168 | val_loss: 0.031174 | Time: 1940.48 ms
[2021-07-17 14:36:13 main:581] : INFO : Epoch 1958 | loss: 0.0311656 | val_loss: 0.0311726 | Time: 1871.14 ms
[2021-07-17 14:36:15 main:581] : INFO : Epoch 1959 | loss: 0.0311632 | val_loss: 0.0311736 | Time: 2022.52 ms
[2021-07-17 14:36:17 main:581] : INFO : Epoch 1960 | loss: 0.031164 | val_loss: 0.0311718 | Time: 2001.37 ms
[2021-07-17 14:36:19 main:581] : INFO : Epoch 1961 | loss: 0.031164 | val_loss: 0.0311711 | Time: 2017.79 ms
[2021-07-17 14:36:21 main:581] : INFO : Epoch 1962 | loss: 0.0311623 | val_loss: 0.0311711 | Time: 2008.21 ms
[2021-07-17 14:36:23 main:581] : INFO : Epoch 1963 | loss: 0.0311621 | val_loss: 0.0311735 | Time: 2045.13 ms
[2021-07-17 14:36:25 main:581] : INFO : Epoch 1964 | loss: 0.0311626 | val_loss: 0.0311785 | Time: 2041.63 ms
[2021-07-17 14:36:27 main:581] : INFO : Epoch 1965 | loss: 0.0311621 | val_loss: 0.0311715 | Time: 1996.68 ms
[2021-07-17 14:36:29 main:581] : INFO : Epoch 1966 | loss: 0.031162 | val_loss: 0.0311722 | Time: 1926.77 ms
[2021-07-17 14:36:31 main:581] : INFO : Epoch 1967 | loss: 0.031162 | val_loss: 0.0311713 | Time: 1894.48 ms
[2021-07-17 14:36:33 main:581] : INFO : Epoch 1968 | loss: 0.0311599 | val_loss: 0.03117 | Time: 1781.48 ms
[2021-07-17 14:36:35 main:581] : INFO : Epoch 1969 | loss: 0.0311597 | val_loss: 0.0311716 | Time: 2305.45 ms
[2021-07-17 14:36:37 main:581] : INFO : Epoch 1970 | loss: 0.0311586 | val_loss: 0.0311708 | Time: 2095.81 ms
[2021-07-17 14:36:39 main:581] : INFO : Epoch 1971 | loss: 0.0311598 | val_loss: 0.0311729 | Time: 1957.52 ms
[2021-07-17 14:36:41 main:581] : INFO : Epoch 1972 | loss: 0.0311603 | val_loss: 0.0311764 | Time: 2030.07 ms
[2021-07-17 14:36:43 main:581] : INFO : Epoch 1973 | loss: 0.0311596 | val_loss: 0.0311712 | Time: 2031.15 ms
[2021-07-17 14:36:45 main:581] : INFO : Epoch 1974 | loss: 0.0311593 | val_loss: 0.0311704 | Time: 1977.48 ms
[2021-07-17 14:36:47 main:581] : INFO : Epoch 1975 | loss: 0.0311594 | val_loss: 0.0311704 | Time: 2049.84 ms
[2021-07-17 14:36:49 main:581] : INFO : Epoch 1976 | loss: 0.0311603 | val_loss: 0.0311704 | Time: 2041.28 ms
[2021-07-17 14:36:51 main:581] : INFO : Epoch 1977 | loss: 0.0311619 | val_loss: 0.0311806 | Time: 2013.34 ms
[2021-07-17 14:36:53 main:581] : INFO : Epoch 1978 | loss: 0.0311656 | val_loss: 0.0311718 | Time: 1769.38 ms
[2021-07-17 14:36:55 main:581] : INFO : Epoch 1979 | loss: 0.0311611 | val_loss: 0.0311734 | Time: 1795.91 ms
[2021-07-17 14:36:57 main:581] : INFO : Epoch 1980 | loss: 0.0311617 | val_loss: 0.0311709 | Time: 1963.08 ms
[2021-07-17 14:36:59 main:581] : INFO : Epoch 1981 | loss: 0.031161 | val_loss: 0.0311721 | Time: 1960.85 ms
[2021-07-17 14:37:01 main:581] : INFO : Epoch 1982 | loss: 0.0311618 | val_loss: 0.0311701 | Time: 1944.81 ms
[2021-07-17 14:37:03 main:581] : INFO : Epoch 1983 | loss: 0.0311613 | val_loss: 0.0311741 | Time: 1993.15 ms
[2021-07-17 14:37:05 main:581] : INFO : Epoch 1984 | loss: 0.0311609 | val_loss: 0.0311678 | Time: 1872.72 ms
[2021-07-17 14:37:07 main:581] : INFO : Epoch 1985 | loss: 0.031162 | val_loss: 0.0311681 | Time: 1973.97 ms
[2021-07-17 14:37:09 main:581] : INFO : Epoch 1986 | loss: 0.0311632 | val_loss: 0.0311696 | Time: 2039.55 ms
[2021-07-17 14:37:11 main:581] : INFO : Epoch 1987 | loss: 0.0311624 | val_loss: 0.0311706 | Time: 2027.3 ms
[2021-07-17 14:37:13 main:581] : INFO : Epoch 1988 | loss: 0.0311637 | val_loss: 0.0311765 | Time: 2024.13 ms
[2021-07-17 14:37:15 main:581] : INFO : Epoch 1989 | loss: 0.0311655 | val_loss: 0.0311709 | Time: 2033.44 ms
[2021-07-17 14:37:17 main:581] : INFO : Epoch 1990 | loss: 0.0311652 | val_loss: 0.0311678 | Time: 2003.28 ms
[2021-07-17 14:37:19 main:581] : INFO : Epoch 1991 | loss: 0.0311597 | val_loss: 0.0311663 | Time: 2002.76 ms
[2021-07-17 14:37:21 main:581] : INFO : Epoch 1992 | loss: 0.0311596 | val_loss: 0.0311665 | Time: 1993.75 ms
[2021-07-17 14:37:23 main:581] : INFO : Epoch 1993 | loss: 0.0311574 | val_loss: 0.0311671 | Time: 2009.55 ms
[2021-07-17 14:37:25 main:581] : INFO : Epoch 1994 | loss: 0.031158 | val_loss: 0.0311662 | Time: 2005.7 ms
[2021-07-17 14:37:27 main:581] : INFO : Epoch 1995 | loss: 0.0311577 | val_loss: 0.0311696 | Time: 1965.72 ms
[2021-07-17 14:37:29 main:581] : INFO : Epoch 1996 | loss: 0.0311578 | val_loss: 0.0311711 | Time: 2011.15 ms
[2021-07-17 14:37:30 main:581] : INFO : Epoch 1997 | loss: 0.0311581 | val_loss: 0.0311676 | Time: 1722.96 ms
[2021-07-17 14:37:32 main:581] : INFO : Epoch 1998 | loss: 0.0311561 | val_loss: 0.0311675 | Time: 1834.81 ms
[2021-07-17 14:37:34 main:581] : INFO : Epoch 1999 | loss: 0.0311566 | val_loss: 0.0311679 | Time: 2053.21 ms
[2021-07-17 14:37:36 main:581] : INFO : Epoch 2000 | loss: 0.0311562 | val_loss: 0.0311676 | Time: 1982 ms
[2021-07-17 14:37:38 main:581] : INFO : Epoch 2001 | loss: 0.0311585 | val_loss: 0.0311711 | Time: 1977.52 ms
[2021-07-17 14:37:40 main:581] : INFO : Epoch 2002 | loss: 0.0311609 | val_loss: 0.03117 | Time: 1911.77 ms
[2021-07-17 14:37:42 main:581] : INFO : Epoch 2003 | loss: 0.0311691 | val_loss: 0.0311699 | Time: 1864.9 ms
[2021-07-17 14:37:44 main:581] : INFO : Epoch 2004 | loss: 0.0311679 | val_loss: 0.0311685 | Time: 1957.98 ms
[2021-07-17 14:37:46 main:581] : INFO : Epoch 2005 | loss: 0.0311659 | val_loss: 0.0311678 | Time: 2017.17 ms
[2021-07-17 14:37:48 main:581] : INFO : Epoch 2006 | loss: 0.0311673 | val_loss: 0.031167 | Time: 2042.12 ms
[2021-07-17 14:37:50 main:581] : INFO : Epoch 2007 | loss: 0.0311649 | val_loss: 0.0311692 | Time: 2031.13 ms
[2021-07-17 14:37:52 main:581] : INFO : Epoch 2008 | loss: 0.0311635 | val_loss: 0.0311757 | Time: 1995.92 ms
[2021-07-17 14:37:54 main:581] : INFO : Epoch 2009 | loss: 0.0311661 | val_loss: 0.0311653 | Time: 1981.61 ms
[2021-07-17 14:37:56 main:581] : INFO : Epoch 2010 | loss: 0.0311596 | val_loss: 0.0311649 | Time: 1935.68 ms
[2021-07-17 14:37:58 main:581] : INFO : Epoch 2011 | loss: 0.0311586 | val_loss: 0.0311651 | Time: 1999.2 ms
[2021-07-17 14:38:00 main:581] : INFO : Epoch 2012 | loss: 0.0311598 | val_loss: 0.0311666 | Time: 1999.47 ms
[2021-07-17 14:38:02 main:581] : INFO : Epoch 2013 | loss: 0.0311591 | val_loss: 0.0311655 | Time: 2020.14 ms
[2021-07-17 14:38:04 main:581] : INFO : Epoch 2014 | loss: 0.0311582 | val_loss: 0.0311679 | Time: 1952.14 ms
[2021-07-17 14:38:06 main:581] : INFO : Epoch 2015 | loss: 0.0311576 | val_loss: 0.0311633 | Time: 1995.55 ms
[2021-07-17 14:38:08 main:581] : INFO : Epoch 2016 | loss: 0.0311572 | val_loss: 0.0311652 | Time: 1886.06 ms
[2021-07-17 14:38:10 main:581] : INFO : Epoch 2017 | loss: 0.0311565 | val_loss: 0.0311674 | Time: 1816.02 ms
[2021-07-17 14:38:11 main:581] : INFO : Epoch 2018 | loss: 0.0311577 | val_loss: 0.0311658 | Time: 1857.02 ms
[2021-07-17 14:38:13 main:581] : INFO : Epoch 2019 | loss: 0.0311562 | val_loss: 0.0311654 | Time: 1916.83 ms
[2021-07-17 14:38:15 main:581] : INFO : Epoch 2020 | loss: 0.0311555 | val_loss: 0.031165 | Time: 2021.12 ms
[2021-07-17 14:38:17 main:581] : INFO : Epoch 2021 | loss: 0.0311552 | val_loss: 0.0311651 | Time: 2006.33 ms
[2021-07-17 14:38:19 main:581] : INFO : Epoch 2022 | loss: 0.031156 | val_loss: 0.0311657 | Time: 2008.33 ms
[2021-07-17 14:38:21 main:581] : INFO : Epoch 2023 | loss: 0.0311554 | val_loss: 0.0311655 | Time: 1957.71 ms
[2021-07-17 14:38:23 main:581] : INFO : Epoch 2024 | loss: 0.031154 | val_loss: 0.0311656 | Time: 1945.77 ms
[2021-07-17 14:38:25 main:581] : INFO : Epoch 2025 | loss: 0.0311559 | val_loss: 0.0311675 | Time: 1790.18 ms
[2021-07-17 14:38:27 main:581] : INFO : Epoch 2026 | loss: 0.0311574 | val_loss: 0.0311672 | Time: 1731.61 ms
[2021-07-17 14:38:29 main:581] : INFO : Epoch 2027 | loss: 0.0311562 | val_loss: 0.0311659 | Time: 1909.91 ms
[2021-07-17 14:38:31 main:581] : INFO : Epoch 2028 | loss: 0.0311548 | val_loss: 0.0311676 | Time: 1823.17 ms
[2021-07-17 14:38:33 main:581] : INFO : Epoch 2029 | loss: 0.0311553 | val_loss: 0.0311697 | Time: 1975.55 ms
[2021-07-17 14:38:35 main:581] : INFO : Epoch 2030 | loss: 0.0311547 | val_loss: 0.0311687 | Time: 2008.27 ms
[2021-07-17 14:38:37 main:581] : INFO : Epoch 2031 | loss: 0.0311575 | val_loss: 0.0311683 | Time: 2005.27 ms
[2021-07-17 14:38:39 main:581] : INFO : Epoch 2032 | loss: 0.0311575 | val_loss: 0.0311654 | Time: 2032.77 ms
[2021-07-17 14:38:41 main:581] : INFO : Epoch 2033 | loss: 0.0311585 | val_loss: 0.0311671 | Time: 1996.88 ms
[2021-07-17 14:38:43 main:581] : INFO : Epoch 2034 | loss: 0.0311597 | val_loss: 0.0311683 | Time: 1961.27 ms
[2021-07-17 14:38:44 main:581] : INFO : Epoch 2035 | loss: 0.0311595 | val_loss: 0.0311692 | Time: 1896.01 ms
[2021-07-17 14:38:46 main:581] : INFO : Epoch 2036 | loss: 0.0311568 | val_loss: 0.0311672 | Time: 1827.97 ms
[2021-07-17 14:38:48 main:581] : INFO : Epoch 2037 | loss: 0.0311585 | val_loss: 0.0311676 | Time: 1804.95 ms
[2021-07-17 14:38:50 main:581] : INFO : Epoch 2038 | loss: 0.0311567 | val_loss: 0.0311672 | Time: 1896.74 ms
[2021-07-17 14:38:52 main:581] : INFO : Epoch 2039 | loss: 0.0311535 | val_loss: 0.0311695 | Time: 2013.62 ms
[2021-07-17 14:38:54 main:581] : INFO : Epoch 2040 | loss: 0.0311511 | val_loss: 0.0311672 | Time: 1935.46 ms
[2021-07-17 14:38:56 main:581] : INFO : Epoch 2041 | loss: 0.0311522 | val_loss: 0.0311657 | Time: 1971.66 ms
[2021-07-17 14:38:58 main:581] : INFO : Epoch 2042 | loss: 0.0311561 | val_loss: 0.0311627 | Time: 1929.99 ms
[2021-07-17 14:39:00 main:581] : INFO : Epoch 2043 | loss: 0.0311543 | val_loss: 0.0311694 | Time: 1931.93 ms
[2021-07-17 14:39:02 main:581] : INFO : Epoch 2044 | loss: 0.0311577 | val_loss: 0.0311662 | Time: 2002.92 ms
[2021-07-17 14:39:04 main:581] : INFO : Epoch 2045 | loss: 0.0311549 | val_loss: 0.031165 | Time: 2039.77 ms
[2021-07-17 14:39:06 main:581] : INFO : Epoch 2046 | loss: 0.0311555 | val_loss: 0.0311618 | Time: 1987.8 ms
[2021-07-17 14:39:08 main:581] : INFO : Epoch 2047 | loss: 0.0311559 | val_loss: 0.0311642 | Time: 1987.84 ms
[2021-07-17 14:39:10 main:581] : INFO : Epoch 2048 | loss: 0.031154 | val_loss: 0.0311665 | Time: 1893.68 ms
[2021-07-17 14:39:10 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311665
[2021-07-17 14:39:10 main:610] : INFO : Saving end state to config to file
[2021-07-17 14:39:10 main:615] : INFO : Success, exiting..
14:39:10 (19089): 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)