Task 7137646
| Name | ParityModified-1630359933-17888-1_0 |
| Workunit | 4838605 |
| Created | 5 Sep 2021, 5:47:47 UTC |
| Sent | 6 Sep 2021, 11:19:03 UTC |
| Report deadline | 13 Sep 2021, 11:19:03 UTC |
| Received | 6 Sep 2021, 13:04:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6746 |
| Run time | 1 hours 6 min 40 sec |
| CPU time | 59 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,733.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> ime: 2046.21 ms [2021-09-06 14:10:32 main:574] : INFO : Epoch 1576 | loss: 0.0311544 | val_loss: 0.0311674 | Time: 2059.36 ms [2021-09-06 14:10:34 main:574] : INFO : Epoch 1577 | loss: 0.0311539 | val_loss: 0.0311672 | Time: 2106.21 ms [2021-09-06 14:10:36 main:574] : INFO : Epoch 1578 | loss: 0.0311538 | val_loss: 0.03117 | Time: 2099.49 ms [2021-09-06 14:10:38 main:574] : INFO : Epoch 1579 | loss: 0.0311567 | val_loss: 0.031168 | Time: 2150.91 ms [2021-09-06 14:10:40 main:574] : INFO : Epoch 1580 | loss: 0.031155 | val_loss: 0.0311685 | Time: 2103.15 ms [2021-09-06 14:10:42 main:574] : INFO : Epoch 1581 | loss: 0.0311555 | val_loss: 0.0311696 | Time: 2081 ms [2021-09-06 14:10:44 main:574] : INFO : Epoch 1582 | loss: 0.0311571 | val_loss: 0.0311686 | Time: 2092.74 ms [2021-09-06 14:10:46 main:574] : INFO : Epoch 1583 | loss: 0.0311555 | val_loss: 0.0311679 | Time: 2119.85 ms [2021-09-06 14:10:49 main:574] : INFO : Epoch 1584 | loss: 0.0311565 | val_loss: 0.0311659 | Time: 2125.75 ms [2021-09-06 14:10:51 main:574] : INFO : Epoch 1585 | loss: 0.0311533 | val_loss: 0.0311724 | Time: 2132.19 ms [2021-09-06 14:10:53 main:574] : INFO : Epoch 1586 | loss: 0.0311558 | val_loss: 0.0311669 | Time: 2085.12 ms [2021-09-06 14:10:55 main:574] : INFO : Epoch 1587 | loss: 0.0311571 | val_loss: 0.0311708 | Time: 2073.71 ms [2021-09-06 14:10:57 main:574] : INFO : Epoch 1588 | loss: 0.031153 | val_loss: 0.0311645 | Time: 2050.93 ms [2021-09-06 14:10:59 main:574] : INFO : Epoch 1589 | loss: 0.0311511 | val_loss: 0.0311656 | Time: 2046.49 ms [2021-09-06 14:11:01 main:574] : INFO : Epoch 1590 | loss: 0.0311512 | val_loss: 0.0311686 | Time: 2176.34 ms [2021-09-06 14:11:03 main:574] : INFO : Epoch 1591 | loss: 0.0311523 | val_loss: 0.0311705 | Time: 2062.65 ms [2021-09-06 14:11:05 main:574] : INFO : Epoch 1592 | loss: 0.0311519 | val_loss: 0.0311736 | Time: 2046.95 ms [2021-09-06 14:11:07 main:574] : INFO : Epoch 1593 | loss: 0.0311527 | val_loss: 0.0311733 | Time: 2018.05 ms [2021-09-06 14:11:09 main:574] : INFO : Epoch 1594 | loss: 0.0311523 | val_loss: 0.0311698 | Time: 2060.43 ms [2021-09-06 14:11:12 main:574] : INFO : Epoch 1595 | loss: 0.0311563 | val_loss: 0.0311629 | Time: 2132.52 ms [2021-09-06 14:11:14 main:574] : INFO : Epoch 1596 | loss: 0.0311548 | val_loss: 0.0311652 | Time: 2107.18 ms [2021-09-06 14:11:16 main:574] : INFO : Epoch 1597 | loss: 0.031152 | val_loss: 0.0311648 | Time: 2005.77 ms [2021-09-06 14:11:18 main:574] : INFO : Epoch 1598 | loss: 0.0311504 | val_loss: 0.0311675 | Time: 2048.8 ms [2021-09-06 14:11:20 main:574] : INFO : Epoch 1599 | loss: 0.0311529 | val_loss: 0.0311689 | Time: 2012.08 ms [2021-09-06 14:11:22 main:574] : INFO : Epoch 1600 | loss: 0.0311529 | val_loss: 0.0311674 | Time: 2053.4 ms [2021-09-06 14:11:24 main:574] : INFO : Epoch 1601 | loss: 0.0311521 | val_loss: 0.0311679 | Time: 2048.85 ms [2021-09-06 14:11:26 main:574] : INFO : Epoch 1602 | loss: 0.03115 | val_loss: 0.0311677 | Time: 2078.41 ms [2021-09-06 14:11:28 main:574] : INFO : Epoch 1603 | loss: 0.0311484 | val_loss: 0.0311673 | Time: 2065.97 ms [2021-09-06 14:11:30 main:574] : INFO : Epoch 1604 | loss: 0.0311472 | val_loss: 0.0311648 | Time: 2055.16 ms [2021-09-06 14:11:32 main:574] : INFO : Epoch 1605 | loss: 0.0311473 | val_loss: 0.031166 | Time: 2126.17 ms [2021-09-06 14:11:34 main:574] : INFO : Epoch 1606 | loss: 0.0311465 | val_loss: 0.0311656 | Time: 2003.23 ms [2021-09-06 14:11:36 main:574] : INFO : Epoch 1607 | loss: 0.0311479 | val_loss: 0.0311655 | Time: 2091.88 ms [2021-09-06 14:11:38 main:574] : INFO : Epoch 1608 | loss: 0.0311482 | val_loss: 0.031167 | Time: 2123.47 ms [2021-09-06 14:11:41 main:574] : INFO : Epoch 1609 | loss: 0.0311481 | val_loss: 0.0311669 | Time: 2098.16 ms [2021-09-06 14:11:43 main:574] : INFO : Epoch 1610 | loss: 0.0311474 | val_loss: 0.0311669 | Time: 2135.98 ms [2021-09-06 14:11:45 main:574] : INFO : Epoch 1611 | loss: 0.0311486 | val_loss: 0.0311645 | Time: 2014.08 ms [2021-09-06 14:11:47 main:574] : INFO : Epoch 1612 | loss: 0.0311486 | val_loss: 0.0311632 | Time: 2078 ms [2021-09-06 14:11:49 main:574] : INFO : Epoch 1613 | loss: 0.0311476 | val_loss: 0.031162 | Time: 2025.78 ms [2021-09-06 14:11:51 main:574] : INFO : Epoch 1614 | loss: 0.0311465 | val_loss: 0.0311664 | Time: 2025.44 ms [2021-09-06 14:11:53 main:574] : INFO : Epoch 1615 | loss: 0.0311454 | val_loss: 0.0311636 | Time: 2086.76 ms [2021-09-06 14:11:55 main:574] : INFO : Epoch 1616 | loss: 0.0311436 | val_loss: 0.031165 | Time: 2020.51 ms [2021-09-06 14:11:57 main:574] : INFO : Epoch 1617 | loss: 0.0311432 | val_loss: 0.0311649 | Time: 2091.83 ms [2021-09-06 14:11:59 main:574] : INFO : Epoch 1618 | loss: 0.0311432 | val_loss: 0.031166 | Time: 2053.88 ms [2021-09-06 14:12:01 main:574] : INFO : Epoch 1619 | loss: 0.0311446 | val_loss: 0.0311672 | Time: 2021.94 ms [2021-09-06 14:12:03 main:574] : INFO : Epoch 1620 | loss: 0.0311433 | val_loss: 0.0311669 | Time: 2035.44 ms [2021-09-06 14:12:05 main:574] : INFO : Epoch 1621 | loss: 0.0311471 | val_loss: 0.0311631 | Time: 2015.82 ms [2021-09-06 14:12:07 main:574] : INFO : Epoch 1622 | loss: 0.0311493 | val_loss: 0.0311656 | Time: 1992.21 ms [2021-09-06 14:12:09 main:574] : INFO : Epoch 1623 | loss: 0.0311465 | val_loss: 0.0311699 | Time: 2181.33 ms [2021-09-06 14:12:11 main:574] : INFO : Epoch 1624 | loss: 0.0311455 | val_loss: 0.031164 | Time: 2063.23 ms [2021-09-06 14:12:13 main:574] : INFO : Epoch 1625 | loss: 0.0311436 | val_loss: 0.0311706 | Time: 2006.73 ms [2021-09-06 14:12:15 main:574] : INFO : Epoch 1626 | loss: 0.0311461 | val_loss: 0.0311737 | Time: 2029.31 ms [2021-09-06 14:12:18 main:574] : INFO : Epoch 1627 | loss: 0.0311463 | val_loss: 0.0311648 | Time: 2018.18 ms [2021-09-06 14:12:20 main:574] : INFO : Epoch 1628 | loss: 0.031144 | val_loss: 0.0311679 | Time: 2047.2 ms [2021-09-06 14:12:22 main:574] : INFO : Epoch 1629 | loss: 0.031144 | val_loss: 0.0311645 | Time: 2039.74 ms [2021-09-06 14:12:24 main:574] : INFO : Epoch 1630 | loss: 0.031142 | val_loss: 0.0311661 | Time: 2114.9 ms [2021-09-06 14:12:26 main:574] : INFO : Epoch 1631 | loss: 0.0311416 | val_loss: 0.0311708 | Time: 2142.47 ms [2021-09-06 14:12:28 main:574] : INFO : Epoch 1632 | loss: 0.0311464 | val_loss: 0.0311679 | Time: 2262.96 ms [2021-09-06 14:12:30 main:574] : INFO : Epoch 1633 | loss: 0.0311467 | val_loss: 0.031164 | Time: 1986.87 ms [2021-09-06 14:12:32 main:574] : INFO : Epoch 1634 | loss: 0.0311463 | val_loss: 0.031169 | Time: 2163.77 ms [2021-09-06 14:12:34 main:574] : INFO : Epoch 1635 | loss: 0.0311451 | val_loss: 0.0311698 | Time: 2093.47 ms [2021-09-06 14:12:36 main:574] : INFO : Epoch 1636 | loss: 0.031144 | val_loss: 0.031171 | Time: 2074.61 ms [2021-09-06 14:12:38 main:574] : INFO : Epoch 1637 | loss: 0.0311423 | val_loss: 0.0311659 | Time: 1947.22 ms [2021-09-06 14:12:41 main:574] : INFO : Epoch 1638 | loss: 0.0311423 | val_loss: 0.0311644 | Time: 2177.68 ms [2021-09-06 14:12:43 main:574] : INFO : Epoch 1639 | loss: 0.0311431 | val_loss: 0.0311667 | Time: 2043.04 ms [2021-09-06 14:12:45 main:574] : INFO : Epoch 1640 | loss: 0.0311426 | val_loss: 0.0311676 | Time: 2035.28 ms [2021-09-06 14:12:47 main:574] : INFO : Epoch 1641 | loss: 0.0311443 | val_loss: 0.031171 | Time: 2159.2 ms [2021-09-06 14:12:49 main:574] : INFO : Epoch 1642 | loss: 0.031149 | val_loss: 0.0311671 | Time: 2219.74 ms [2021-09-06 14:12:51 main:574] : INFO : Epoch 1643 | loss: 0.031145 | val_loss: 0.0311644 | Time: 2076.62 ms [2021-09-06 14:12:53 main:574] : INFO : Epoch 1644 | loss: 0.0311414 | val_loss: 0.031165 | Time: 1968.23 ms [2021-09-06 14:12:55 main:574] : INFO : Epoch 1645 | loss: 0.0311389 | val_loss: 0.0311667 | Time: 2064.19 ms [2021-09-06 14:12:57 main:574] : INFO : Epoch 1646 | loss: 0.031139 | val_loss: 0.0311669 | Time: 2173.64 ms [2021-09-06 14:12:59 main:574] : INFO : Epoch 1647 | loss: 0.0311397 | val_loss: 0.0311647 | Time: 2036.26 ms [2021-09-06 14:13:01 main:574] : INFO : Epoch 1648 | loss: 0.0311411 | val_loss: 0.0311639 | Time: 2075.9 ms [2021-09-06 14:13:04 main:574] : INFO : Epoch 1649 | loss: 0.0311391 | val_loss: 0.0311679 | Time: 2078.59 ms [2021-09-06 14:13:06 main:574] : INFO : Epoch 1650 | loss: 0.0311428 | val_loss: 0.0311685 | Time: 2041.91 ms [2021-09-06 14:13:08 main:574] : INFO : Epoch 1651 | loss: 0.0311436 | val_loss: 0.0311661 | Time: 2094.55 ms [2021-09-06 14:13:10 main:574] : INFO : Epoch 1652 | loss: 0.0311422 | val_loss: 0.0311656 | Time: 2071.41 ms [2021-09-06 14:13:12 main:574] : INFO : Epoch 1653 | loss: 0.0311418 | val_loss: 0.031164 | Time: 2113.1 ms [2021-09-06 14:13:14 main:574] : INFO : Epoch 1654 | loss: 0.031142 | val_loss: 0.031166 | Time: 2173.2 ms [2021-09-06 14:13:16 main:574] : INFO : Epoch 1655 | loss: 0.0311407 | val_loss: 0.0311643 | Time: 2098.78 ms [2021-09-06 14:13:18 main:574] : INFO : Epoch 1656 | loss: 0.0311401 | val_loss: 0.0311664 | Time: 2166.94 ms [2021-09-06 14:13:20 main:574] : INFO : Epoch 1657 | loss: 0.0311412 | val_loss: 0.0311667 | Time: 2063.01 ms [2021-09-06 14:13:22 main:574] : INFO : Epoch 1658 | loss: 0.0311424 | val_loss: 0.0311723 | Time: 2005.08 ms [2021-09-06 14:13:25 main:574] : INFO : Epoch 1659 | loss: 0.0311416 | val_loss: 0.0311635 | Time: 2201.43 ms [2021-09-06 14:13:27 main:574] : INFO : Epoch 1660 | loss: 0.0311372 | val_loss: 0.0311658 | Time: 2099.56 ms [2021-09-06 14:13:29 main:574] : INFO : Epoch 1661 | loss: 0.0311369 | val_loss: 0.0311655 | Time: 2091.96 ms [2021-09-06 14:13:31 main:574] : INFO : Epoch 1662 | loss: 0.0311362 | val_loss: 0.0311648 | Time: 2138.08 ms [2021-09-06 14:13:33 main:574] : INFO : Epoch 1663 | loss: 0.0311371 | val_loss: 0.0311642 | Time: 2119.74 ms [2021-09-06 14:13:35 main:574] : INFO : Epoch 1664 | loss: 0.0311356 | val_loss: 0.0311686 | Time: 2109.01 ms [2021-09-06 14:13:37 main:574] : INFO : Epoch 1665 | loss: 0.0311354 | val_loss: 0.0311663 | Time: 2061.22 ms [2021-09-06 14:13:39 main:574] : INFO : Epoch 1666 | loss: 0.031135 | val_loss: 0.0311662 | Time: 2025.24 ms [2021-09-06 14:13:41 main:574] : INFO : Epoch 1667 | loss: 0.0311366 | val_loss: 0.0311659 | Time: 2117.63 ms [2021-09-06 14:13:43 main:574] : INFO : Epoch 1668 | loss: 0.0311379 | val_loss: 0.0311641 | Time: 2031.36 ms [2021-09-06 14:13:46 main:574] : INFO : Epoch 1669 | loss: 0.0311357 | val_loss: 0.0311673 | Time: 2123.38 ms [2021-09-06 14:13:48 main:574] : INFO : Epoch 1670 | loss: 0.0311374 | val_loss: 0.0311659 | Time: 2130.72 ms [2021-09-06 14:13:50 main:574] : INFO : Epoch 1671 | loss: 0.0311369 | val_loss: 0.0311628 | Time: 2077.27 ms [2021-09-06 14:13:52 main:574] : INFO : Epoch 1672 | loss: 0.0311355 | val_loss: 0.0311651 | Time: 2138.89 ms [2021-09-06 14:13:54 main:574] : INFO : Epoch 1673 | loss: 0.0311347 | val_loss: 0.0311684 | Time: 2042.32 ms [2021-09-06 14:13:56 main:574] : INFO : Epoch 1674 | loss: 0.0311348 | val_loss: 0.0311633 | Time: 2100.01 ms [2021-09-06 14:13:58 main:574] : INFO : Epoch 1675 | loss: 0.0311379 | val_loss: 0.0311652 | Time: 2080.67 ms [2021-09-06 14:14:00 main:574] : INFO : Epoch 1676 | loss: 0.031141 | val_loss: 0.0311615 | Time: 2097.16 ms [2021-09-06 14:14:02 main:574] : INFO : Epoch 1677 | loss: 0.0311399 | val_loss: 0.0311589 | Time: 2046.21 ms [2021-09-06 14:14:04 main:574] : INFO : Epoch 1678 | loss: 0.0311404 | val_loss: 0.0311687 | Time: 2125.21 ms [2021-09-06 14:14:07 main:574] : INFO : Epoch 1679 | loss: 0.0311406 | val_loss: 0.031169 | Time: 2061.61 ms [2021-09-06 14:14:09 main:574] : INFO : Epoch 1680 | loss: 0.0311376 | val_loss: 0.0311661 | Time: 2061.2 ms [2021-09-06 14:14:11 main:574] : INFO : Epoch 1681 | loss: 0.0311378 | val_loss: 0.031163 | Time: 2129.96 ms [2021-09-06 14:14:13 main:574] : INFO : Epoch 1682 | loss: 0.0311359 | val_loss: 0.0311629 | Time: 2050.39 ms [2021-09-06 14:14:15 main:574] : INFO : Epoch 1683 | loss: 0.0311357 | val_loss: 0.0311701 | Time: 2230.45 ms [2021-09-06 14:14:17 main:574] : INFO : Epoch 1684 | loss: 0.0311365 | val_loss: 0.0311639 | Time: 2109.83 ms [2021-09-06 14:14:19 main:574] : INFO : Epoch 1685 | loss: 0.0311361 | val_loss: 0.031169 | Time: 2103.41 ms [2021-09-06 14:14:21 main:574] : INFO : Epoch 1686 | loss: 0.0311401 | val_loss: 0.0311749 | Time: 2140.02 ms [2021-09-06 14:14:24 main:574] : INFO : Epoch 1687 | loss: 0.031137 | val_loss: 0.0311639 | Time: 2082.72 ms [2021-09-06 14:14:26 main:574] : INFO : Epoch 1688 | loss: 0.0311351 | val_loss: 0.0311668 | Time: 2137.6 ms [2021-09-06 14:14:28 main:574] : INFO : Epoch 1689 | loss: 0.0311442 | val_loss: 0.0311661 | Time: 2066.74 ms [2021-09-06 14:14:30 main:574] : INFO : Epoch 1690 | loss: 0.0311462 | val_loss: 0.0311648 | Time: 2130.9 ms [2021-09-06 14:14:32 main:574] : INFO : Epoch 1691 | loss: 0.0311484 | val_loss: 0.0311608 | Time: 2000.76 ms [2021-09-06 14:14:34 main:574] : INFO : Epoch 1692 | loss: 0.0311448 | val_loss: 0.0311616 | Time: 2023.85 ms [2021-09-06 14:14:36 main:574] : INFO : Epoch 1693 | loss: 0.0311441 | val_loss: 0.0311666 | Time: 2072.57 ms [2021-09-06 14:14:38 main:574] : INFO : Epoch 1694 | loss: 0.0311433 | val_loss: 0.031165 | Time: 2050.79 ms [2021-09-06 14:14:40 main:574] : INFO : Epoch 1695 | loss: 0.031142 | val_loss: 0.0311619 | Time: 2100.45 ms [2021-09-06 14:14:42 main:574] : INFO : Epoch 1696 | loss: 0.0311407 | val_loss: 0.0311687 | Time: 2043.09 ms [2021-09-06 14:14:44 main:574] : INFO : Epoch 1697 | loss: 0.0311414 | val_loss: 0.0311649 | Time: 2094.8 ms [2021-09-06 14:14:46 main:574] : INFO : Epoch 1698 | loss: 0.0311421 | val_loss: 0.0311651 | Time: 2093.24 ms [2021-09-06 14:14:49 main:574] : INFO : Epoch 1699 | loss: 0.0311408 | val_loss: 0.031166 | Time: 2072.49 ms [2021-09-06 14:14:51 main:574] : INFO : Epoch 1700 | loss: 0.0311398 | val_loss: 0.0311629 | Time: 2050.52 ms [2021-09-06 14:14:53 main:574] : INFO : Epoch 1701 | loss: 0.0311373 | val_loss: 0.0311654 | Time: 2019.92 ms [2021-09-06 14:14:55 main:574] : INFO : Epoch 1702 | loss: 0.0311373 | val_loss: 0.0311621 | Time: 2048.01 ms [2021-09-06 14:14:57 main:574] : INFO : Epoch 1703 | loss: 0.03114 | val_loss: 0.0311635 | Time: 2067.84 ms [2021-09-06 14:14:59 main:574] : INFO : Epoch 1704 | loss: 0.0311415 | val_loss: 0.0311667 | Time: 2181.59 ms [2021-09-06 14:15:01 main:574] : INFO : Epoch 1705 | loss: 0.0311412 | val_loss: 0.031164 | Time: 2105.94 ms [2021-09-06 14:15:03 main:574] : INFO : Epoch 1706 | loss: 0.0311373 | val_loss: 0.0311579 | Time: 1968.46 ms [2021-09-06 14:15:05 main:574] : INFO : Epoch 1707 | loss: 0.0311375 | val_loss: 0.0311642 | Time: 2089.84 ms [2021-09-06 14:15:07 main:574] : INFO : Epoch 1708 | loss: 0.0311368 | val_loss: 0.0311593 | Time: 2095.32 ms [2021-09-06 14:15:09 main:574] : INFO : Epoch 1709 | loss: 0.0311369 | val_loss: 0.0311568 | Time: 2063.19 ms [2021-09-06 14:15:11 main:574] : INFO : Epoch 1710 | loss: 0.0311413 | val_loss: 0.0311802 | Time: 2119.42 ms [2021-09-06 14:15:13 main:574] : INFO : Epoch 1711 | loss: 0.0311588 | val_loss: 0.0311713 | Time: 2050.81 ms [2021-09-06 14:15:16 main:574] : INFO : Epoch 1712 | loss: 0.0311517 | val_loss: 0.03117 | Time: 2085.62 ms [2021-09-06 14:15:18 main:574] : INFO : Epoch 1713 | loss: 0.0311474 | val_loss: 0.031167 | Time: 2092.43 ms [2021-09-06 14:15:20 main:574] : INFO : Epoch 1714 | loss: 0.0311425 | val_loss: 0.0311721 | Time: 2129.73 ms [2021-09-06 14:15:22 main:574] : INFO : Epoch 1715 | loss: 0.0311417 | val_loss: 0.0311652 | Time: 2065.16 ms [2021-09-06 14:15:24 main:574] : INFO : Epoch 1716 | loss: 0.0311386 | val_loss: 0.0311637 | Time: 2084.5 ms [2021-09-06 14:15:26 main:574] : INFO : Epoch 1717 | loss: 0.03114 | val_loss: 0.0311644 | Time: 2066.55 ms [2021-09-06 14:15:28 main:574] : INFO : Epoch 1718 | loss: 0.0311391 | val_loss: 0.0311606 | Time: 2151.27 ms [2021-09-06 14:15:30 main:574] : INFO : Epoch 1719 | loss: 0.0311369 | val_loss: 0.0311586 | Time: 2070.76 ms [2021-09-06 14:15:32 main:574] : INFO : Epoch 1720 | loss: 0.0311351 | val_loss: 0.0311592 | Time: 2133.66 ms [2021-09-06 14:15:34 main:574] : INFO : Epoch 1721 | loss: 0.0311453 | val_loss: 0.031161 | Time: 2039 ms [2021-09-06 14:15:37 main:574] : INFO : Epoch 1722 | loss: 0.0311438 | val_loss: 0.031158 | Time: 2088.66 ms [2021-09-06 14:15:39 main:574] : INFO : Epoch 1723 | loss: 0.0311437 | val_loss: 0.0311577 | Time: 2083.43 ms [2021-09-06 14:15:41 main:574] : INFO : Epoch 1724 | loss: 0.031142 | val_loss: 0.0311568 | Time: 2091.64 ms [2021-09-06 14:15:43 main:574] : INFO : Epoch 1725 | loss: 0.031139 | val_loss: 0.031156 | Time: 2042.29 ms [2021-09-06 14:15:45 main:574] : INFO : Epoch 1726 | loss: 0.0311375 | val_loss: 0.0311596 | Time: 2079.93 ms [2021-09-06 14:15:47 main:574] : INFO : Epoch 1727 | loss: 0.0311392 | val_loss: 0.0311555 | Time: 2092.83 ms [2021-09-06 14:15:49 main:574] : INFO : Epoch 1728 | loss: 0.031139 | val_loss: 0.0311588 | Time: 2054.73 ms [2021-09-06 14:15:51 main:574] : INFO : Epoch 1729 | loss: 0.0311358 | val_loss: 0.0311554 | Time: 2104.19 ms [2021-09-06 14:15:53 main:574] : INFO : Epoch 1730 | loss: 0.0311337 | val_loss: 0.0311568 | Time: 2051.97 ms [2021-09-06 14:15:55 main:574] : INFO : Epoch 1731 | loss: 0.0311331 | val_loss: 0.0311541 | Time: 2105.66 ms [2021-09-06 14:15:57 main:574] : INFO : Epoch 1732 | loss: 0.0311327 | val_loss: 0.0311545 | Time: 2046.52 ms [2021-09-06 14:16:00 main:574] : INFO : Epoch 1733 | loss: 0.0311324 | val_loss: 0.0311561 | Time: 2178.09 ms [2021-09-06 14:16:02 main:574] : INFO : Epoch 1734 | loss: 0.0311344 | val_loss: 0.0311583 | Time: 2170.08 ms [2021-09-06 14:16:04 main:574] : INFO : Epoch 1735 | loss: 0.0311329 | val_loss: 0.0311533 | Time: 2052.61 ms [2021-09-06 14:16:06 main:574] : INFO : Epoch 1736 | loss: 0.0311328 | val_loss: 0.0311569 | Time: 2121.99 ms [2021-09-06 14:16:08 main:574] : INFO : Epoch 1737 | loss: 0.0311315 | val_loss: 0.0311564 | Time: 2075.62 ms [2021-09-06 14:16:10 main:574] : INFO : Epoch 1738 | loss: 0.0311318 | val_loss: 0.0311559 | Time: 2100.71 ms [2021-09-06 14:16:12 main:574] : INFO : Epoch 1739 | loss: 0.0311317 | val_loss: 0.0311577 | Time: 2134.57 ms [2021-09-06 14:16:14 main:574] : INFO : Epoch 1740 | loss: 0.0311305 | val_loss: 0.0311552 | Time: 2136.88 ms [2021-09-06 14:16:16 main:574] : INFO : Epoch 1741 | loss: 0.0311288 | val_loss: 0.0311589 | Time: 2082.56 ms [2021-09-06 14:16:19 main:574] : INFO : Epoch 1742 | loss: 0.0311302 | val_loss: 0.0311572 | Time: 2107.87 ms [2021-09-06 14:16:21 main:574] : INFO : Epoch 1743 | loss: 0.0311302 | val_loss: 0.0311562 | Time: 2084.47 ms [2021-09-06 14:16:23 main:574] : INFO : Epoch 1744 | loss: 0.0311315 | val_loss: 0.031159 | Time: 2086.17 ms [2021-09-06 14:16:25 main:574] : INFO : Epoch 1745 | loss: 0.0311348 | val_loss: 0.031157 | Time: 2128.68 ms [2021-09-06 14:16:27 main:574] : INFO : Epoch 1746 | loss: 0.0311369 | val_loss: 0.0311586 | Time: 2040.13 ms [2021-09-06 14:16:29 main:574] : INFO : Epoch 1747 | loss: 0.0311321 | val_loss: 0.0311583 | Time: 2131.89 ms [2021-09-06 14:16:31 main:574] : INFO : Epoch 1748 | loss: 0.0311301 | val_loss: 0.0311554 | Time: 2092.9 ms [2021-09-06 14:16:33 main:574] : INFO : Epoch 1749 | loss: 0.0311299 | val_loss: 0.0311563 | Time: 2054.48 ms [2021-09-06 14:16:35 main:574] : INFO : Epoch 1750 | loss: 0.0311281 | val_loss: 0.0311534 | Time: 2066.19 ms [2021-09-06 14:16:37 main:574] : INFO : Epoch 1751 | loss: 0.0311286 | val_loss: 0.0311571 | Time: 2182.65 ms [2021-09-06 14:16:40 main:574] : INFO : Epoch 1752 | loss: 0.0311274 | val_loss: 0.0311547 | Time: 2064.3 ms [2021-09-06 14:16:42 main:574] : INFO : Epoch 1753 | loss: 0.0311293 | val_loss: 0.031157 | Time: 2058.38 ms [2021-09-06 14:16:44 main:574] : INFO : Epoch 1754 | loss: 0.0311326 | val_loss: 0.0311568 | Time: 2152.98 ms [2021-09-06 14:16:46 main:574] : INFO : Epoch 1755 | loss: 0.0311312 | val_loss: 0.0311577 | Time: 2086.67 ms [2021-09-06 14:16:48 main:574] : INFO : Epoch 1756 | loss: 0.0311321 | val_loss: 0.0311571 | Time: 2049 ms [2021-09-06 14:16:50 main:574] : INFO : Epoch 1757 | loss: 0.0311305 | val_loss: 0.0311579 | Time: 2012.93 ms [2021-09-06 14:16:52 main:574] : INFO : Epoch 1758 | loss: 0.0311293 | val_loss: 0.0311581 | Time: 2052.41 ms [2021-09-06 14:16:54 main:574] : INFO : Epoch 1759 | loss: 0.03113 | val_loss: 0.0311554 | Time: 2063.45 ms [2021-09-06 14:16:56 main:574] : INFO : Epoch 1760 | loss: 0.0311285 | val_loss: 0.0311617 | Time: 2055.7 ms [2021-09-06 14:16:58 main:574] : INFO : Epoch 1761 | loss: 0.0311284 | val_loss: 0.0311589 | Time: 2083.83 ms [2021-09-06 14:17:00 main:574] : INFO : Epoch 1762 | loss: 0.0311298 | val_loss: 0.0311604 | Time: 2039.73 ms [2021-09-06 14:17:02 main:574] : INFO : Epoch 1763 | loss: 0.0311298 | val_loss: 0.0311569 | Time: 2018.19 ms [2021-09-06 14:17:04 main:574] : INFO : Epoch 1764 | loss: 0.0311315 | val_loss: 0.0311607 | Time: 2055.78 ms [2021-09-06 14:17:06 main:574] : INFO : Epoch 1765 | loss: 0.0311341 | val_loss: 0.0311583 | Time: 2091.74 ms [2021-09-06 14:17:09 main:574] : INFO : Epoch 1766 | loss: 0.0311327 | val_loss: 0.0311592 | Time: 2119.52 ms [2021-09-06 14:17:11 main:574] : INFO : Epoch 1767 | loss: 0.0311321 | val_loss: 0.0311605 | Time: 2144.22 ms [2021-09-06 14:17:13 main:574] : INFO : Epoch 1768 | loss: 0.0311311 | val_loss: 0.0311572 | Time: 2082.56 ms [2021-09-06 14:17:15 main:574] : INFO : Epoch 1769 | loss: 0.0311305 | val_loss: 0.0311573 | Time: 2071.96 ms [2021-09-06 14:17:17 main:574] : INFO : Epoch 1770 | loss: 0.0311307 | val_loss: 0.0311525 | Time: 2075.77 ms [2021-09-06 14:17:19 main:574] : INFO : Epoch 1771 | loss: 0.0311339 | val_loss: 0.0311553 | Time: 2099.17 ms [2021-09-06 14:17:21 main:574] : INFO : Epoch 1772 | loss: 0.0311308 | val_loss: 0.0311537 | Time: 2104.01 ms [2021-09-06 14:17:23 main:574] : INFO : Epoch 1773 | loss: 0.0311296 | val_loss: 0.0311548 | Time: 2086.22 ms [2021-09-06 14:17:25 main:574] : INFO : Epoch 1774 | loss: 0.0311342 | val_loss: 0.0311545 | Time: 2051.32 ms [2021-09-06 14:17:27 main:574] : INFO : Epoch 1775 | loss: 0.0311365 | val_loss: 0.0311551 | Time: 2042.17 ms [2021-09-06 14:17:30 main:574] : INFO : Epoch 1776 | loss: 0.0311314 | val_loss: 0.0311567 | Time: 2161.46 ms [2021-09-06 14:17:32 main:574] : INFO : Epoch 1777 | loss: 0.03113 | val_loss: 0.0311534 | Time: 2159.96 ms [2021-09-06 14:17:34 main:574] : INFO : Epoch 1778 | loss: 0.0311323 | val_loss: 0.0311614 | Time: 2095.43 ms [2021-09-06 14:17:36 main:574] : INFO : Epoch 1779 | loss: 0.0311309 | val_loss: 0.0311621 | Time: 2177.42 ms [2021-09-06 14:17:38 main:574] : INFO : Epoch 1780 | loss: 0.031129 | val_loss: 0.0311546 | Time: 2098.44 ms [2021-09-06 14:17:40 main:574] : INFO : Epoch 1781 | loss: 0.0311285 | val_loss: 0.0311541 | Time: 1995.37 ms [2021-09-06 14:17:42 main:574] : INFO : Epoch 1782 | loss: 0.0311286 | val_loss: 0.0311572 | Time: 2125.29 ms [2021-09-06 14:17:44 main:574] : INFO : Epoch 1783 | loss: 0.0311312 | val_loss: 0.0311611 | Time: 2032.97 ms [2021-09-06 14:17:46 main:574] : INFO : Epoch 1784 | loss: 0.031134 | val_loss: 0.0311551 | Time: 2056.96 ms [2021-09-06 14:17:48 main:574] : INFO : Epoch 1785 | loss: 0.031131 | val_loss: 0.0311611 | Time: 1998.51 ms [2021-09-06 14:17:50 main:574] : INFO : Epoch 1786 | loss: 0.031127 | val_loss: 0.031159 | Time: 2028.23 ms [2021-09-06 14:17:53 main:574] : INFO : Epoch 1787 | loss: 0.0311286 | val_loss: 0.0311589 | Time: 2096.18 ms [2021-09-06 14:17:55 main:574] : INFO : Epoch 1788 | loss: 0.0311279 | val_loss: 0.0311562 | Time: 2064.24 ms [2021-09-06 14:17:57 main:574] : INFO : Epoch 1789 | loss: 0.0311295 | val_loss: 0.0311633 | Time: 2061.76 ms [2021-09-06 14:17:59 main:574] : INFO : Epoch 1790 | loss: 0.0311315 | val_loss: 0.0311614 | Time: 2088.09 ms [2021-09-06 14:18:01 main:574] : INFO : Epoch 1791 | loss: 0.0311344 | val_loss: 0.0311591 | Time: 2146.05 ms [2021-09-06 14:18:03 main:574] : INFO : Epoch 1792 | loss: 0.0311329 | val_loss: 0.0311572 | Time: 2000.9 ms [2021-09-06 14:18:05 main:574] : INFO : Epoch 1793 | loss: 0.0311308 | val_loss: 0.0311593 | Time: 2086.41 ms [2021-09-06 14:18:07 main:574] : INFO : Epoch 1794 | loss: 0.0311346 | val_loss: 0.0311569 | Time: 2129.79 ms [2021-09-06 14:18:09 main:574] : INFO : Epoch 1795 | loss: 0.0311337 | val_loss: 0.0311549 | Time: 2050.3 ms [2021-09-06 14:18:11 main:574] : INFO : Epoch 1796 | loss: 0.0311299 | val_loss: 0.0311566 | Time: 2078.48 ms [2021-09-06 14:18:13 main:574] : INFO : Epoch 1797 | loss: 0.0311301 | val_loss: 0.0311623 | Time: 2093.98 ms [2021-09-06 14:18:15 main:574] : INFO : Epoch 1798 | loss: 0.0311303 | val_loss: 0.0311605 | Time: 2114.18 ms [2021-09-06 14:18:18 main:574] : INFO : Epoch 1799 | loss: 0.0311271 | val_loss: 0.031156 | Time: 2040.36 ms [2021-09-06 14:18:20 main:574] : INFO : Epoch 1800 | loss: 0.0311272 | val_loss: 0.0311582 | Time: 2098.53 ms [2021-09-06 14:18:22 main:574] : INFO : Epoch 1801 | loss: 0.0311326 | val_loss: 0.0311614 | Time: 2135.11 ms [2021-09-06 14:18:24 main:574] : INFO : Epoch 1802 | loss: 0.0311368 | val_loss: 0.0311605 | Time: 2047.02 ms [2021-09-06 14:18:26 main:574] : INFO : Epoch 1803 | loss: 0.0311308 | val_loss: 0.0311597 | Time: 2065.68 ms [2021-09-06 14:18:28 main:574] : INFO : Epoch 1804 | loss: 0.0311281 | val_loss: 0.0311619 | Time: 2061.82 ms [2021-09-06 14:18:30 main:574] : INFO : Epoch 1805 | loss: 0.031128 | val_loss: 0.031162 | Time: 2095.89 ms [2021-09-06 14:18:32 main:574] : INFO : Epoch 1806 | loss: 0.0311297 | val_loss: 0.0311621 | Time: 2091.68 ms [2021-09-06 14:18:34 main:574] : INFO : Epoch 1807 | loss: 0.0311257 | val_loss: 0.0311657 | Time: 2213.3 ms [2021-09-06 14:18:36 main:574] : INFO : Epoch 1808 | loss: 0.0311251 | val_loss: 0.031168 | Time: 2121.38 ms [2021-09-06 14:18:39 main:574] : INFO : Epoch 1809 | loss: 0.0311249 | val_loss: 0.0311644 | Time: 2073.65 ms [2021-09-06 14:18:41 main:574] : INFO : Epoch 1810 | loss: 0.0311257 | val_loss: 0.0311625 | Time: 2110.76 ms [2021-09-06 14:18:43 main:574] : INFO : Epoch 1811 | loss: 0.031126 | val_loss: 0.0311635 | Time: 2120.59 ms [2021-09-06 14:18:45 main:574] : INFO : Epoch 1812 | loss: 0.0311241 | val_loss: 0.0311577 | Time: 2076.65 ms [2021-09-06 14:18:47 main:574] : INFO : Epoch 1813 | loss: 0.0311253 | val_loss: 0.0311598 | Time: 2087.6 ms [2021-09-06 14:18:49 main:574] : INFO : Epoch 1814 | loss: 0.0311229 | val_loss: 0.0311624 | Time: 2078.44 ms [2021-09-06 14:18:51 main:574] : INFO : Epoch 1815 | loss: 0.0311261 | val_loss: 0.0311571 | Time: 2098.19 ms [2021-09-06 14:18:53 main:574] : INFO : Epoch 1816 | loss: 0.0311283 | val_loss: 0.031155 | Time: 2105.79 ms [2021-09-06 14:18:55 main:574] : INFO : Epoch 1817 | loss: 0.031131 | val_loss: 0.0311556 | Time: 2153.09 ms [2021-09-06 14:18:58 main:574] : INFO : Epoch 1818 | loss: 0.031127 | val_loss: 0.0311585 | Time: 2157.19 ms [2021-09-06 14:19:00 main:574] : INFO : Epoch 1819 | loss: 0.031125 | val_loss: 0.0311594 | Time: 2092.73 ms [2021-09-06 14:19:02 main:574] : INFO : Epoch 1820 | loss: 0.0311251 | val_loss: 0.0311652 | Time: 2093.53 ms [2021-09-06 14:19:04 main:574] : INFO : Epoch 1821 | loss: 0.0311272 | val_loss: 0.0311625 | Time: 2031.68 ms [2021-09-06 14:19:06 main:574] : INFO : Epoch 1822 | loss: 0.0311262 | val_loss: 0.0311545 | Time: 2103.51 ms [2021-09-06 14:19:08 main:574] : INFO : Epoch 1823 | loss: 0.0311284 | val_loss: 0.0311631 | Time: 2147.5 ms [2021-09-06 14:19:10 main:574] : INFO : Epoch 1824 | loss: 0.031131 | val_loss: 0.031163 | Time: 2063.3 ms [2021-09-06 14:19:12 main:574] : INFO : Epoch 1825 | loss: 0.0311294 | val_loss: 0.0311594 | Time: 2105.79 ms [2021-09-06 14:19:14 main:574] : INFO : Epoch 1826 | loss: 0.0311265 | val_loss: 0.0311588 | Time: 2183.74 ms [2021-09-06 14:19:17 main:574] : INFO : Epoch 1827 | loss: 0.0311255 | val_loss: 0.0311562 | Time: 2085.54 ms [2021-09-06 14:19:19 main:574] : INFO : Epoch 1828 | loss: 0.0311271 | val_loss: 0.0311562 | Time: 2066.16 ms [2021-09-06 14:19:21 main:574] : INFO : Epoch 1829 | loss: 0.0311312 | val_loss: 0.0311575 | Time: 2057.83 ms [2021-09-06 14:19:23 main:574] : INFO : Epoch 1830 | loss: 0.0311296 | val_loss: 0.0311597 | Time: 2080.45 ms [2021-09-06 14:19:25 main:574] : INFO : Epoch 1831 | loss: 0.0311267 | val_loss: 0.0311571 | Time: 2077.92 ms [2021-09-06 14:19:27 main:574] : INFO : Epoch 1832 | loss: 0.031125 | val_loss: 0.0311617 | Time: 2022.37 ms [2021-09-06 14:19:29 main:574] : INFO : Epoch 1833 | loss: 0.0311245 | val_loss: 0.0311639 | Time: 2077.15 ms [2021-09-06 14:19:31 main:574] : INFO : Epoch 1834 | loss: 0.0311277 | val_loss: 0.0311574 | Time: 2171.07 ms [2021-09-06 14:19:33 main:574] : INFO : Epoch 1835 | loss: 0.0311444 | val_loss: 0.031167 | Time: 2078.13 ms [2021-09-06 14:19:35 main:574] : INFO : Epoch 1836 | loss: 0.031153 | val_loss: 0.0311699 | Time: 2065.34 ms [2021-09-06 14:19:37 main:574] : INFO : Epoch 1837 | loss: 0.0311593 | val_loss: 0.0312334 | Time: 2119.96 ms [2021-09-06 14:19:40 main:574] : INFO : Epoch 1838 | loss: 0.031426 | val_loss: 0.0313282 | Time: 2063.58 ms [2021-09-06 14:19:42 main:574] : INFO : Epoch 1839 | loss: 0.0360104 | val_loss: 0.0425687 | Time: 2112.84 ms [2021-09-06 14:19:44 main:574] : INFO : Epoch 1840 | loss: 0.0348004 | val_loss: 0.0315192 | Time: 2099.07 ms [2021-09-06 14:19:46 main:574] : INFO : Epoch 1841 | loss: 0.031487 | val_loss: 0.0313323 | Time: 2121.01 ms [2021-09-06 14:19:48 main:574] : INFO : Epoch 1842 | loss: 0.0312931 | val_loss: 0.0312611 | Time: 2040.12 ms [2021-09-06 14:19:50 main:574] : INFO : Epoch 1843 | loss: 0.0312555 | val_loss: 0.0312492 | Time: 2126.44 ms [2021-09-06 14:19:52 main:574] : INFO : Epoch 1844 | loss: 0.0312471 | val_loss: 0.0312459 | Time: 2068.21 ms [2021-09-06 14:19:54 main:574] : INFO : Epoch 1845 | loss: 0.0312449 | val_loss: 0.0312439 | Time: 2120.63 ms [2021-09-06 14:19:56 main:574] : INFO : Epoch 1846 | loss: 0.0312423 | val_loss: 0.0312401 | Time: 2138.37 ms [2021-09-06 14:19:58 main:574] : INFO : Epoch 1847 | loss: 0.0312389 | val_loss: 0.0312378 | Time: 2062.63 ms [2021-09-06 14:20:00 main:574] : INFO : Epoch 1848 | loss: 0.0312354 | val_loss: 0.0312337 | Time: 2033.83 ms [2021-09-06 14:20:03 main:574] : INFO : Epoch 1849 | loss: 0.0312309 | val_loss: 0.0312281 | Time: 2100.27 ms [2021-09-06 14:20:05 main:574] : INFO : Epoch 1850 | loss: 0.0312249 | val_loss: 0.0312222 | Time: 2152.89 ms [2021-09-06 14:20:07 main:574] : INFO : Epoch 1851 | loss: 0.0312168 | val_loss: 0.0312099 | Time: 2066.46 ms [2021-09-06 14:20:09 main:574] : INFO : Epoch 1852 | loss: 0.0312071 | val_loss: 0.0312 | Time: 2077.5 ms [2021-09-06 14:20:11 main:574] : INFO : Epoch 1853 | loss: 0.0311993 | val_loss: 0.0311983 | Time: 2079.09 ms [2021-09-06 14:20:13 main:574] : INFO : Epoch 1854 | loss: 0.0311913 | val_loss: 0.0311853 | Time: 2121.45 ms [2021-09-06 14:20:15 main:574] : INFO : Epoch 1855 | loss: 0.0311862 | val_loss: 0.031183 | Time: 2083.14 ms [2021-09-06 14:20:17 main:574] : INFO : Epoch 1856 | loss: 0.0311834 | val_loss: 0.0311833 | Time: 2085.4 ms [2021-09-06 14:20:19 main:574] : INFO : Epoch 1857 | loss: 0.0311731 | val_loss: 0.0311734 | Time: 1968.24 ms [2021-09-06 14:20:21 main:574] : INFO : Epoch 1858 | loss: 0.0311658 | val_loss: 0.0311654 | Time: 2004.66 ms [2021-09-06 14:20:23 main:574] : INFO : Epoch 1859 | loss: 0.0311634 | val_loss: 0.0311675 | Time: 2173.97 ms [2021-09-06 14:20:26 main:574] : INFO : Epoch 1860 | loss: 0.0311636 | val_loss: 0.0311684 | Time: 2055.17 ms [2021-09-06 14:20:28 main:574] : INFO : Epoch 1861 | loss: 0.0311602 | val_loss: 0.0311643 | Time: 2092.9 ms [2021-09-06 14:20:30 main:574] : INFO : Epoch 1862 | loss: 0.0311589 | val_loss: 0.0311653 | Time: 2069.37 ms [2021-09-06 14:20:32 main:574] : INFO : Epoch 1863 | loss: 0.0311603 | val_loss: 0.0311735 | Time: 2086.93 ms [2021-09-06 14:20:34 main:574] : INFO : Epoch 1864 | loss: 0.0311679 | val_loss: 0.0311747 | Time: 2038.28 ms [2021-09-06 14:20:36 main:574] : INFO : Epoch 1865 | loss: 0.0311655 | val_loss: 0.0311634 | Time: 2066.93 ms [2021-09-06 14:20:38 main:574] : INFO : Epoch 1866 | loss: 0.0311604 | val_loss: 0.0311734 | Time: 2079.19 ms [2021-09-06 14:20:40 main:574] : INFO : Epoch 1867 | loss: 0.0311618 | val_loss: 0.0311703 | Time: 2035.31 ms [2021-09-06 14:20:42 main:574] : INFO : Epoch 1868 | loss: 0.0311576 | val_loss: 0.0311632 | Time: 2218.59 ms [2021-09-06 14:20:44 main:574] : INFO : Epoch 1869 | loss: 0.0311547 | val_loss: 0.0311625 | Time: 2001.84 ms [2021-09-06 14:20:46 main:574] : INFO : Epoch 1870 | loss: 0.0311571 | val_loss: 0.0311619 | Time: 2053.2 ms [2021-09-06 14:20:49 main:574] : INFO : Epoch 1871 | loss: 0.0311604 | val_loss: 0.0311614 | Time: 2178.06 ms [2021-09-06 14:20:51 main:574] : INFO : Epoch 1872 | loss: 0.0311557 | val_loss: 0.0311662 | Time: 2050.52 ms [2021-09-06 14:20:53 main:574] : INFO : Epoch 1873 | loss: 0.0311542 | val_loss: 0.0311619 | Time: 2150.69 ms [2021-09-06 14:20:55 main:574] : INFO : Epoch 1874 | loss: 0.0311543 | val_loss: 0.0311639 | Time: 2142.09 ms [2021-09-06 14:20:57 main:574] : INFO : Epoch 1875 | loss: 0.0311558 | val_loss: 0.0311611 | Time: 2099.78 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1060 6GB) [2021-09-06 14:58:19 main:435] : INFO : Set logging level to 1 [2021-09-06 14:58:19 main:441] : INFO : Running in BOINC Client mode [2021-09-06 14:58:19 main:444] : INFO : Resolving all filenames [2021-09-06 14:58:19 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-09-06 14:58:19 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1630359933-17888-1_0_r2075848172_1 (exists = 1) [2021-09-06 14:58:19 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1630359933-17888-1_0_r2075848172_0 (exists = 0) [2021-09-06 14:58:19 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1630359933-17888-1 (exists = 1) [2021-09-06 14:58:19 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-09-06 14:58:19 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-09-06 14:58:19 main:474] : INFO : Configuration: [2021-09-06 14:58:19 main:475] : INFO : Model type: GRU [2021-09-06 14:58:19 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-09-06 14:58:19 main:477] : INFO : Max Epochs: 2048 [2021-09-06 14:58:19 main:478] : INFO : Batch Size: 128 [2021-09-06 14:58:19 main:479] : INFO : Learning Rate: 0.01 [2021-09-06 14:58:19 main:480] : INFO : Patience: 10 [2021-09-06 14:58:19 main:481] : INFO : Hidden Width: 12 [2021-09-06 14:58:19 main:482] : INFO : # Recurrent Layers: 4 [2021-09-06 14:58:19 main:483] : INFO : # Backend Layers: 4 [2021-09-06 14:58:19 main:484] : INFO : # Threads: 1 [2021-09-06 14:58:19 main:486] : INFO : Preparing Dataset [2021-09-06 14:58:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-06 14:58:19 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-06 14:58:22 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-09-06 14:58:22 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-06 14:58:22 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-09-06 14:58:22 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-09-06 14:58:22 main:494] : INFO : Creating Model [2021-09-06 14:58:22 main:507] : INFO : Preparing config file [2021-09-06 14:58:22 main:511] : INFO : Found checkpoint, attempting to load... [2021-09-06 14:58:22 main:512] : INFO : Loading config [2021-09-06 14:58:22 main:514] : INFO : Loading state [2021-09-06 14:58:23 main:559] : INFO : Loading DataLoader into Memory [2021-09-06 14:58:23 main:562] : INFO : Starting Training [2021-09-06 14:58:27 main:574] : INFO : Epoch 1872 | loss: 0.032043 | val_loss: 0.031288 | Time: 3880.59 ms [2021-09-06 14:58:29 main:574] : INFO : Epoch 1873 | loss: 0.0312766 | val_loss: 0.0312523 | Time: 2045.46 ms [2021-09-06 14:58:31 main:574] : INFO : Epoch 1874 | loss: 0.0312459 | val_loss: 0.0312362 | Time: 2072.05 ms [2021-09-06 14:58:33 main:574] : INFO : Epoch 1875 | loss: 0.0312241 | val_loss: 0.0312121 | Time: 2215.28 ms [2021-09-06 14:58:35 main:574] : INFO : Epoch 1876 | loss: 0.0311963 | val_loss: 0.0311825 | Time: 2095.18 ms [2021-09-06 14:58:38 main:574] : INFO : Epoch 1877 | loss: 0.0311668 | val_loss: 0.0311664 | Time: 2102.74 ms [2021-09-06 14:58:40 main:574] : INFO : Epoch 1878 | loss: 0.0311579 | val_loss: 0.0311627 | Time: 2097.44 ms [2021-09-06 14:58:42 main:574] : INFO : Epoch 1879 | loss: 0.0311562 | val_loss: 0.0311615 | Time: 2028.44 ms [2021-09-06 14:58:44 main:574] : INFO : Epoch 1880 | loss: 0.0311548 | val_loss: 0.0311611 | Time: 2078.44 ms [2021-09-06 14:58:46 main:574] : INFO : Epoch 1881 | loss: 0.0311549 | val_loss: 0.0311599 | Time: 2121.73 ms [2021-09-06 14:58:48 main:574] : INFO : Epoch 1882 | loss: 0.0311529 | val_loss: 0.0311582 | Time: 2113.38 ms [2021-09-06 14:58:50 main:574] : INFO : Epoch 1883 | loss: 0.0311511 | val_loss: 0.031159 | Time: 2039.04 ms [2021-09-06 14:58:52 main:574] : INFO : Epoch 1884 | loss: 0.0311533 | val_loss: 0.0311574 | Time: 2168.31 ms [2021-09-06 14:58:54 main:574] : INFO : Epoch 1885 | loss: 0.031153 | val_loss: 0.031159 | Time: 2119.46 ms [2021-09-06 14:58:56 main:574] : INFO : Epoch 1886 | loss: 0.0311549 | val_loss: 0.0311569 | Time: 2099.91 ms [2021-09-06 14:58:59 main:574] : INFO : Epoch 1887 | loss: 0.031149 | val_loss: 0.0311561 | Time: 2092.3 ms [2021-09-06 14:59:01 main:574] : INFO : Epoch 1888 | loss: 0.031148 | val_loss: 0.0311577 | Time: 2170.44 ms [2021-09-06 14:59:03 main:574] : INFO : Epoch 1889 | loss: 0.0311468 | val_loss: 0.0311529 | Time: 2044.72 ms [2021-09-06 14:59:05 main:574] : INFO : Epoch 1890 | loss: 0.0311457 | val_loss: 0.0311538 | Time: 2133.63 ms [2021-09-06 14:59:07 main:574] : INFO : Epoch 1891 | loss: 0.0311469 | val_loss: 0.0311546 | Time: 2118.93 ms [2021-09-06 14:59:09 main:574] : INFO : Epoch 1892 | loss: 0.0311458 | val_loss: 0.0311592 | Time: 2050.12 ms [2021-09-06 14:59:11 main:574] : INFO : Epoch 1893 | loss: 0.0311482 | val_loss: 0.0311576 | Time: 2037.74 ms [2021-09-06 14:59:13 main:574] : INFO : Epoch 1894 | loss: 0.0311481 | val_loss: 0.0311527 | Time: 2202.08 ms [2021-09-06 14:59:15 main:574] : INFO : Epoch 1895 | loss: 0.0311462 | val_loss: 0.0311528 | Time: 2111.6 ms [2021-09-06 14:59:18 main:574] : INFO : Epoch 1896 | loss: 0.0311438 | val_loss: 0.0311537 | Time: 2070.94 ms [2021-09-06 14:59:20 main:574] : INFO : Epoch 1897 | loss: 0.0311429 | val_loss: 0.0311574 | Time: 2037.47 ms [2021-09-06 14:59:22 main:574] : INFO : Epoch 1898 | loss: 0.0311457 | val_loss: 0.031154 | Time: 2107.18 ms [2021-09-06 14:59:24 main:574] : INFO : Epoch 1899 | loss: 0.031144 | val_loss: 0.0311542 | Time: 2009.37 ms [2021-09-06 14:59:26 main:574] : INFO : Epoch 1900 | loss: 0.031144 | val_loss: 0.0311525 | Time: 2013.2 ms [2021-09-06 14:59:28 main:574] : INFO : Epoch 1901 | loss: 0.031143 | val_loss: 0.0311527 | Time: 2133.17 ms [2021-09-06 14:59:30 main:574] : INFO : Epoch 1902 | loss: 0.0311464 | val_loss: 0.0311542 | Time: 2045.4 ms [2021-09-06 14:59:32 main:574] : INFO : Epoch 1903 | loss: 0.0311435 | val_loss: 0.0311538 | Time: 2101.74 ms [2021-09-06 14:59:34 main:574] : INFO : Epoch 1904 | loss: 0.0311427 | val_loss: 0.0311542 | Time: 2124.39 ms [2021-09-06 14:59:36 main:574] : INFO : Epoch 1905 | loss: 0.0311472 | val_loss: 0.0311563 | Time: 2111.78 ms [2021-09-06 14:59:38 main:574] : INFO : Epoch 1906 | loss: 0.0311444 | val_loss: 0.0311523 | Time: 2067.01 ms [2021-09-06 14:59:41 main:574] : INFO : Epoch 1907 | loss: 0.0311429 | val_loss: 0.0311517 | Time: 2172.6 ms [2021-09-06 14:59:43 main:574] : INFO : Epoch 1908 | loss: 0.0311423 | val_loss: 0.0311531 | Time: 2179.63 ms [2021-09-06 14:59:45 main:574] : INFO : Epoch 1909 | loss: 0.0311405 | val_loss: 0.031152 | Time: 2127.56 ms [2021-09-06 14:59:47 main:574] : INFO : Epoch 1910 | loss: 0.0311416 | val_loss: 0.0311553 | Time: 2093.51 ms [2021-09-06 14:59:49 main:574] : INFO : Epoch 1911 | loss: 0.0311415 | val_loss: 0.031153 | Time: 2077.56 ms [2021-09-06 14:59:51 main:574] : INFO : Epoch 1912 | loss: 0.03114 | val_loss: 0.031157 | Time: 2033.1 ms [2021-09-06 14:59:53 main:574] : INFO : Epoch 1913 | loss: 0.031149 | val_loss: 0.0311631 | Time: 2162.87 ms [2021-09-06 14:59:55 main:574] : INFO : Epoch 1914 | loss: 0.0311493 | val_loss: 0.0311556 | Time: 2037.79 ms [2021-09-06 14:59:57 main:574] : INFO : Epoch 1915 | loss: 0.0311436 | val_loss: 0.0311535 | Time: 2125.84 ms [2021-09-06 14:59:59 main:574] : INFO : Epoch 1916 | loss: 0.0311423 | val_loss: 0.0311538 | Time: 2042.65 ms [2021-09-06 15:00:02 main:574] : INFO : Epoch 1917 | loss: 0.0311466 | val_loss: 0.0311535 | Time: 2146.73 ms [2021-09-06 15:00:04 main:574] : INFO : Epoch 1918 | loss: 0.0311453 | val_loss: 0.031152 | Time: 2089.25 ms [2021-09-06 15:00:06 main:574] : INFO : Epoch 1919 | loss: 0.0311446 | val_loss: 0.031155 | Time: 1992.94 ms [2021-09-06 15:00:08 main:574] : INFO : Epoch 1920 | loss: 0.031145 | val_loss: 0.0311525 | Time: 2009.5 ms [2021-09-06 15:00:10 main:574] : INFO : Epoch 1921 | loss: 0.0311433 | val_loss: 0.0311502 | Time: 2086.66 ms [2021-09-06 15:00:12 main:574] : INFO : Epoch 1922 | loss: 0.0311422 | val_loss: 0.0311521 | Time: 1999.89 ms [2021-09-06 15:00:14 main:574] : INFO : Epoch 1923 | loss: 0.0311425 | val_loss: 0.0311534 | Time: 2084.26 ms [2021-09-06 15:00:16 main:574] : INFO : Epoch 1924 | loss: 0.0311402 | val_loss: 0.0311505 | Time: 2112.6 ms [2021-09-06 15:00:18 main:574] : INFO : Epoch 1925 | loss: 0.0311394 | val_loss: 0.0311499 | Time: 2052.32 ms [2021-09-06 15:00:20 main:574] : INFO : Epoch 1926 | loss: 0.0311395 | val_loss: 0.0311544 | Time: 2082.42 ms [2021-09-06 15:00:22 main:574] : INFO : Epoch 1927 | loss: 0.0311404 | val_loss: 0.0311513 | Time: 1990.86 ms [2021-09-06 15:00:24 main:574] : INFO : Epoch 1928 | loss: 0.0311391 | val_loss: 0.031151 | Time: 2076.01 ms [2021-09-06 15:00:26 main:574] : INFO : Epoch 1929 | loss: 0.0311413 | val_loss: 0.0311626 | Time: 2145.58 ms [2021-09-06 15:00:29 main:574] : INFO : Epoch 1930 | loss: 0.0311445 | val_loss: 0.0311544 | Time: 2117 ms [2021-09-06 15:00:31 main:574] : INFO : Epoch 1931 | loss: 0.0311415 | val_loss: 0.0311546 | Time: 1995.1 ms [2021-09-06 15:00:33 main:574] : INFO : Epoch 1932 | loss: 0.0311407 | val_loss: 0.0311533 | Time: 2011.06 ms [2021-09-06 15:00:35 main:574] : INFO : Epoch 1933 | loss: 0.03114 | val_loss: 0.0311474 | Time: 2113.59 ms [2021-09-06 15:00:37 main:574] : INFO : Epoch 1934 | loss: 0.03114 | val_loss: 0.0311477 | Time: 2048.36 ms [2021-09-06 15:00:39 main:574] : INFO : Epoch 1935 | loss: 0.0311388 | val_loss: 0.031151 | Time: 2121.56 ms [2021-09-06 15:00:41 main:574] : INFO : Epoch 1936 | loss: 0.0311422 | val_loss: 0.0311502 | Time: 2067.24 ms [2021-09-06 15:00:43 main:574] : INFO : Epoch 1937 | loss: 0.0311384 | val_loss: 0.0311522 | Time: 2016.28 ms [2021-09-06 15:00:45 main:574] : INFO : Epoch 1938 | loss: 0.0311379 | val_loss: 0.031148 | Time: 2147.55 ms [2021-09-06 15:00:47 main:574] : INFO : Epoch 1939 | loss: 0.0311375 | val_loss: 0.031153 | Time: 2067.69 ms [2021-09-06 15:00:49 main:574] : INFO : Epoch 1940 | loss: 0.0311406 | val_loss: 0.0311547 | Time: 2002.23 ms [2021-09-06 15:00:51 main:574] : INFO : Epoch 1941 | loss: 0.0311391 | val_loss: 0.0311549 | Time: 2057.07 ms [2021-09-06 15:00:53 main:574] : INFO : Epoch 1942 | loss: 0.031141 | val_loss: 0.0311562 | Time: 2144.26 ms [2021-09-06 15:00:55 main:574] : INFO : Epoch 1943 | loss: 0.0311373 | val_loss: 0.0311528 | Time: 2025.56 ms [2021-09-06 15:00:57 main:574] : INFO : Epoch 1944 | loss: 0.0311382 | val_loss: 0.0311532 | Time: 2012.4 ms [2021-09-06 15:01:00 main:574] : INFO : Epoch 1945 | loss: 0.0311375 | val_loss: 0.0311603 | Time: 2069.74 ms [2021-09-06 15:01:02 main:574] : INFO : Epoch 1946 | loss: 0.0311403 | val_loss: 0.0311512 | Time: 2099.13 ms [2021-09-06 15:01:04 main:574] : INFO : Epoch 1947 | loss: 0.0311387 | val_loss: 0.031162 | Time: 2046.36 ms [2021-09-06 15:01:06 main:574] : INFO : Epoch 1948 | loss: 0.031138 | val_loss: 0.0311523 | Time: 2038.83 ms [2021-09-06 15:01:08 main:574] : INFO : Epoch 1949 | loss: 0.0311406 | val_loss: 0.0311567 | Time: 2066.71 ms [2021-09-06 15:01:10 main:574] : INFO : Epoch 1950 | loss: 0.0311389 | val_loss: 0.0311608 | Time: 2044.62 ms [2021-09-06 15:01:12 main:574] : INFO : Epoch 1951 | loss: 0.0311388 | val_loss: 0.0311508 | Time: 2132.66 ms [2021-09-06 15:01:14 main:574] : INFO : Epoch 1952 | loss: 0.0311442 | val_loss: 0.0311582 | Time: 2066.49 ms [2021-09-06 15:01:16 main:574] : INFO : Epoch 1953 | loss: 0.0311413 | val_loss: 0.0311521 | Time: 2070.54 ms [2021-09-06 15:01:18 main:574] : INFO : Epoch 1954 | loss: 0.031135 | val_loss: 0.0311508 | Time: 2111.16 ms [2021-09-06 15:01:20 main:574] : INFO : Epoch 1955 | loss: 0.0311353 | val_loss: 0.0311547 | Time: 2096.22 ms [2021-09-06 15:01:22 main:574] : INFO : Epoch 1956 | loss: 0.0311347 | val_loss: 0.0311534 | Time: 2017.64 ms [2021-09-06 15:01:24 main:574] : INFO : Epoch 1957 | loss: 0.0311364 | val_loss: 0.0311559 | Time: 2043.03 ms [2021-09-06 15:01:27 main:574] : INFO : Epoch 1958 | loss: 0.0311368 | val_loss: 0.031168 | Time: 2166.54 ms [2021-09-06 15:01:29 main:574] : INFO : Epoch 1959 | loss: 0.0311358 | val_loss: 0.031151 | Time: 1989.93 ms [2021-09-06 15:01:31 main:574] : INFO : Epoch 1960 | loss: 0.0311317 | val_loss: 0.0311513 | Time: 2040.25 ms [2021-09-06 15:01:33 main:574] : INFO : Epoch 1961 | loss: 0.0311336 | val_loss: 0.0311551 | Time: 2147.58 ms [2021-09-06 15:01:35 main:574] : INFO : Epoch 1962 | loss: 0.0311331 | val_loss: 0.0311527 | Time: 2099.71 ms [2021-09-06 15:01:37 main:574] : INFO : Epoch 1963 | loss: 0.0311343 | val_loss: 0.0311534 | Time: 2071.86 ms [2021-09-06 15:01:39 main:574] : INFO : Epoch 1964 | loss: 0.0311319 | val_loss: 0.0311487 | Time: 2059.08 ms [2021-09-06 15:01:41 main:574] : INFO : Epoch 1965 | loss: 0.0311309 | val_loss: 0.031148 | Time: 2117.86 ms [2021-09-06 15:01:43 main:574] : INFO : Epoch 1966 | loss: 0.031131 | val_loss: 0.0311498 | Time: 2073.62 ms [2021-09-06 15:01:45 main:574] : INFO : Epoch 1967 | loss: 0.0311349 | val_loss: 0.0311565 | Time: 2053.14 ms [2021-09-06 15:01:47 main:574] : INFO : Epoch 1968 | loss: 0.0311335 | val_loss: 0.0311536 | Time: 2041.57 ms [2021-09-06 15:01:50 main:574] : INFO : Epoch 1969 | loss: 0.0311328 | val_loss: 0.0311541 | Time: 2125.63 ms [2021-09-06 15:01:52 main:574] : INFO : Epoch 1970 | loss: 0.031132 | val_loss: 0.0311499 | Time: 2187.41 ms [2021-09-06 15:01:54 main:574] : INFO : Epoch 1971 | loss: 0.0311366 | val_loss: 0.0311525 | Time: 2096.29 ms [2021-09-06 15:01:56 main:574] : INFO : Epoch 1972 | loss: 0.0311344 | val_loss: 0.0311481 | Time: 2136.34 ms [2021-09-06 15:01:58 main:574] : INFO : Epoch 1973 | loss: 0.031132 | val_loss: 0.0311463 | Time: 1995.06 ms [2021-09-06 15:02:00 main:574] : INFO : Epoch 1974 | loss: 0.0311334 | val_loss: 0.0311526 | Time: 2063.24 ms [2021-09-06 15:02:02 main:574] : INFO : Epoch 1975 | loss: 0.0311383 | val_loss: 0.0311506 | Time: 2042.26 ms [2021-09-06 15:02:04 main:574] : INFO : Epoch 1976 | loss: 0.0311338 | val_loss: 0.03115 | Time: 2067.93 ms [2021-09-06 15:02:06 main:574] : INFO : Epoch 1977 | loss: 0.0311386 | val_loss: 0.0311473 | Time: 2064.9 ms [2021-09-06 15:02:08 main:574] : INFO : Epoch 1978 | loss: 0.0311372 | val_loss: 0.031158 | Time: 2135.32 ms [2021-09-06 15:02:10 main:574] : INFO : Epoch 1979 | loss: 0.0311335 | val_loss: 0.0311472 | Time: 2039.88 ms [2021-09-06 15:02:12 main:574] : INFO : Epoch 1980 | loss: 0.0311308 | val_loss: 0.0311462 | Time: 2002.29 ms [2021-09-06 15:02:15 main:574] : INFO : Epoch 1981 | loss: 0.0311309 | val_loss: 0.0311462 | Time: 2112.62 ms [2021-09-06 15:02:17 main:574] : INFO : Epoch 1982 | loss: 0.0311327 | val_loss: 0.0311471 | Time: 2100.61 ms [2021-09-06 15:02:19 main:574] : INFO : Epoch 1983 | loss: 0.0311297 | val_loss: 0.0311475 | Time: 2030.77 ms [2021-09-06 15:02:21 main:574] : INFO : Epoch 1984 | loss: 0.0311282 | val_loss: 0.0311493 | Time: 2115.03 ms [2021-09-06 15:02:23 main:574] : INFO : Epoch 1985 | loss: 0.0311307 | val_loss: 0.0311495 | Time: 2024.39 ms [2021-09-06 15:02:25 main:574] : INFO : Epoch 1986 | loss: 0.0311315 | val_loss: 0.0311498 | Time: 2097.45 ms [2021-09-06 15:02:27 main:574] : INFO : Epoch 1987 | loss: 0.0311296 | val_loss: 0.0311501 | Time: 2027.47 ms [2021-09-06 15:02:29 main:574] : INFO : Epoch 1988 | loss: 0.0311301 | val_loss: 0.0311477 | Time: 2134.09 ms [2021-09-06 15:02:31 main:574] : INFO : Epoch 1989 | loss: 0.0311286 | val_loss: 0.0311496 | Time: 1994.55 ms [2021-09-06 15:02:33 main:574] : INFO : Epoch 1990 | loss: 0.0311299 | val_loss: 0.0311575 | Time: 2062.03 ms [2021-09-06 15:02:35 main:574] : INFO : Epoch 1991 | loss: 0.0311352 | val_loss: 0.0311492 | Time: 2137.9 ms [2021-09-06 15:02:37 main:574] : INFO : Epoch 1992 | loss: 0.031139 | val_loss: 0.0311523 | Time: 2124.21 ms [2021-09-06 15:02:40 main:574] : INFO : Epoch 1993 | loss: 0.0311346 | val_loss: 0.0311486 | Time: 2101.4 ms [2021-09-06 15:02:42 main:574] : INFO : Epoch 1994 | loss: 0.0311348 | val_loss: 0.0311519 | Time: 2070.04 ms [2021-09-06 15:02:44 main:574] : INFO : Epoch 1995 | loss: 0.0311335 | val_loss: 0.031156 | Time: 2121.11 ms [2021-09-06 15:02:46 main:574] : INFO : Epoch 1996 | loss: 0.031133 | val_loss: 0.0311529 | Time: 2155.84 ms [2021-09-06 15:02:48 main:574] : INFO : Epoch 1997 | loss: 0.0311312 | val_loss: 0.0311513 | Time: 2051.98 ms [2021-09-06 15:02:50 main:574] : INFO : Epoch 1998 | loss: 0.0311332 | val_loss: 0.0311481 | Time: 2051.93 ms [2021-09-06 15:02:52 main:574] : INFO : Epoch 1999 | loss: 0.0311302 | val_loss: 0.0311497 | Time: 2119.43 ms [2021-09-06 15:02:54 main:574] : INFO : Epoch 2000 | loss: 0.0311282 | val_loss: 0.0311523 | Time: 2182.5 ms [2021-09-06 15:02:56 main:574] : INFO : Epoch 2001 | loss: 0.0311282 | val_loss: 0.0311532 | Time: 2024.98 ms [2021-09-06 15:02:58 main:574] : INFO : Epoch 2002 | loss: 0.0311282 | val_loss: 0.0311494 | Time: 2042.48 ms [2021-09-06 15:03:01 main:574] : INFO : Epoch 2003 | loss: 0.0311331 | val_loss: 0.0311533 | Time: 2168.3 ms [2021-09-06 15:03:03 main:574] : INFO : Epoch 2004 | loss: 0.0311363 | val_loss: 0.0311511 | Time: 2055.88 ms [2021-09-06 15:03:05 main:574] : INFO : Epoch 2005 | loss: 0.0311339 | val_loss: 0.031148 | Time: 2134.23 ms [2021-09-06 15:03:07 main:574] : INFO : Epoch 2006 | loss: 0.0311319 | val_loss: 0.0311467 | Time: 2092.77 ms [2021-09-06 15:03:09 main:574] : INFO : Epoch 2007 | loss: 0.0311319 | val_loss: 0.0311476 | Time: 2126.14 ms [2021-09-06 15:03:11 main:574] : INFO : Epoch 2008 | loss: 0.0311296 | val_loss: 0.0311469 | Time: 2058.25 ms [2021-09-06 15:03:13 main:574] : INFO : Epoch 2009 | loss: 0.0311273 | val_loss: 0.0311483 | Time: 2058.95 ms [2021-09-06 15:03:15 main:574] : INFO : Epoch 2010 | loss: 0.0311296 | val_loss: 0.0311556 | Time: 2162.03 ms [2021-09-06 15:03:17 main:574] : INFO : Epoch 2011 | loss: 0.0311294 | val_loss: 0.0311497 | Time: 2063.28 ms [2021-09-06 15:03:19 main:574] : INFO : Epoch 2012 | loss: 0.0311285 | val_loss: 0.0311505 | Time: 2017.15 ms [2021-09-06 15:03:21 main:574] : INFO : Epoch 2013 | loss: 0.0311292 | val_loss: 0.0311516 | Time: 1983.54 ms [2021-09-06 15:03:23 main:574] : INFO : Epoch 2014 | loss: 0.0311291 | val_loss: 0.03115 | Time: 1957.95 ms [2021-09-06 15:03:25 main:574] : INFO : Epoch 2015 | loss: 0.0311349 | val_loss: 0.0311572 | Time: 1982.64 ms [2021-09-06 15:03:27 main:574] : INFO : Epoch 2016 | loss: 0.0311344 | val_loss: 0.0311494 | Time: 2038.98 ms [2021-09-06 15:03:29 main:574] : INFO : Epoch 2017 | loss: 0.0311277 | val_loss: 0.0311476 | Time: 1999.8 ms [2021-09-06 15:03:31 main:574] : INFO : Epoch 2018 | loss: 0.0311274 | val_loss: 0.0311511 | Time: 1872.06 ms [2021-09-06 15:03:33 main:574] : INFO : Epoch 2019 | loss: 0.0311315 | val_loss: 0.0311482 | Time: 1981.12 ms [2021-09-06 15:03:35 main:574] : INFO : Epoch 2020 | loss: 0.0311319 | val_loss: 0.0311482 | Time: 1915.43 ms [2021-09-06 15:03:37 main:574] : INFO : Epoch 2021 | loss: 0.0311275 | val_loss: 0.0311508 | Time: 2025.84 ms [2021-09-06 15:03:39 main:574] : INFO : Epoch 2022 | loss: 0.0311313 | val_loss: 0.0311509 | Time: 1927.64 ms [2021-09-06 15:03:41 main:574] : INFO : Epoch 2023 | loss: 0.0311332 | val_loss: 0.0311488 | Time: 1945.8 ms [2021-09-06 15:03:43 main:574] : INFO : Epoch 2024 | loss: 0.0311302 | val_loss: 0.0311549 | Time: 1869.36 ms [2021-09-06 15:03:45 main:574] : INFO : Epoch 2025 | loss: 0.0311303 | val_loss: 0.0311482 | Time: 1999.65 ms [2021-09-06 15:03:47 main:574] : INFO : Epoch 2026 | loss: 0.0311279 | val_loss: 0.0311488 | Time: 1889.92 ms [2021-09-06 15:03:49 main:574] : INFO : Epoch 2027 | loss: 0.0311306 | val_loss: 0.0311514 | Time: 1973.87 ms [2021-09-06 15:03:51 main:574] : INFO : Epoch 2028 | loss: 0.0311288 | val_loss: 0.0311486 | Time: 1973.95 ms [2021-09-06 15:03:53 main:574] : INFO : Epoch 2029 | loss: 0.0311275 | val_loss: 0.0311509 | Time: 1914.41 ms [2021-09-06 15:03:55 main:574] : INFO : Epoch 2030 | loss: 0.0311281 | val_loss: 0.031149 | Time: 2015.5 ms [2021-09-06 15:03:57 main:574] : INFO : Epoch 2031 | loss: 0.0311256 | val_loss: 0.0311514 | Time: 1978.03 ms [2021-09-06 15:03:59 main:574] : INFO : Epoch 2032 | loss: 0.0311256 | val_loss: 0.0311497 | Time: 1996.11 ms [2021-09-06 15:04:01 main:574] : INFO : Epoch 2033 | loss: 0.0311244 | val_loss: 0.0311516 | Time: 1963.74 ms [2021-09-06 15:04:03 main:574] : INFO : Epoch 2034 | loss: 0.0311263 | val_loss: 0.031167 | Time: 1958.82 ms [2021-09-06 15:04:05 main:574] : INFO : Epoch 2035 | loss: 0.0311323 | val_loss: 0.0311505 | Time: 1971.38 ms [2021-09-06 15:04:07 main:574] : INFO : Epoch 2036 | loss: 0.0311263 | val_loss: 0.0311484 | Time: 1947.18 ms [2021-09-06 15:04:09 main:574] : INFO : Epoch 2037 | loss: 0.0311274 | val_loss: 0.031151 | Time: 1934.09 ms [2021-09-06 15:04:11 main:574] : INFO : Epoch 2038 | loss: 0.0311281 | val_loss: 0.0311512 | Time: 1975.55 ms [2021-09-06 15:04:13 main:574] : INFO : Epoch 2039 | loss: 0.0311278 | val_loss: 0.0311509 | Time: 1936.07 ms [2021-09-06 15:04:14 main:574] : INFO : Epoch 2040 | loss: 0.0311268 | val_loss: 0.0311508 | Time: 1909.88 ms [2021-09-06 15:04:16 main:574] : INFO : Epoch 2041 | loss: 0.0311308 | val_loss: 0.0311554 | Time: 1924.57 ms [2021-09-06 15:04:18 main:574] : INFO : Epoch 2042 | loss: 0.0311256 | val_loss: 0.0311473 | Time: 2066.21 ms [2021-09-06 15:04:20 main:574] : INFO : Epoch 2043 | loss: 0.0311253 | val_loss: 0.0311506 | Time: 1983.75 ms [2021-09-06 15:04:22 main:574] : INFO : Epoch 2044 | loss: 0.031125 | val_loss: 0.0311514 | Time: 2027.04 ms [2021-09-06 15:04:24 main:574] : INFO : Epoch 2045 | loss: 0.0311295 | val_loss: 0.0311517 | Time: 1978.96 ms [2021-09-06 15:04:26 main:574] : INFO : Epoch 2046 | loss: 0.0311279 | val_loss: 0.0311466 | Time: 1960.67 ms [2021-09-06 15:04:28 main:574] : INFO : Epoch 2047 | loss: 0.0311257 | val_loss: 0.0311517 | Time: 1940.36 ms [2021-09-06 15:04:30 main:574] : INFO : Epoch 2048 | loss: 0.0311264 | val_loss: 0.0311469 | Time: 1935.2 ms [2021-09-06 15:04:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311469 [2021-09-06 15:04:30 main:603] : INFO : Saving end state to config to file [2021-09-06 15:04:30 main:608] : INFO : Success, exiting.. 15:04:30 (648): 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)