Task 5549210
| Name | ParityMachine-1625099211-13033-0_0 |
| Workunit | 3398022 |
| Created | 1 Jul 2021, 0:26:53 UTC |
| Sent | 4 Jul 2021, 18:30:52 UTC |
| Report deadline | 12 Jul 2021, 18:30:52 UTC |
| Received | 5 Jul 2021, 7:28:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7287 |
| Run time | 1 hours 11 min 52 sec |
| CPU time | 1 hours 11 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> | val_loss: 0.0311452 | Time: 1674.39 ms [2021-07-05 07:23:21 main:574] : INFO : Epoch 1574 | loss: 0.0310941 | val_loss: 0.0311361 | Time: 1755.51 ms [2021-07-05 07:23:22 main:574] : INFO : Epoch 1575 | loss: 0.0310861 | val_loss: 0.0311364 | Time: 1683.82 ms [2021-07-05 07:23:24 main:574] : INFO : Epoch 1576 | loss: 0.0310851 | val_loss: 0.0311337 | Time: 1706.45 ms [2021-07-05 07:23:26 main:574] : INFO : Epoch 1577 | loss: 0.0310833 | val_loss: 0.031136 | Time: 1689.97 ms [2021-07-05 07:23:27 main:574] : INFO : Epoch 1578 | loss: 0.0310841 | val_loss: 0.0311456 | Time: 1705.98 ms [2021-07-05 07:23:29 main:574] : INFO : Epoch 1579 | loss: 0.0310855 | val_loss: 0.0311336 | Time: 1712.91 ms [2021-07-05 07:23:31 main:574] : INFO : Epoch 1580 | loss: 0.0310826 | val_loss: 0.0311316 | Time: 1709.65 ms [2021-07-05 07:23:33 main:574] : INFO : Epoch 1581 | loss: 0.0310798 | val_loss: 0.0311358 | Time: 1723.08 ms [2021-07-05 07:23:34 main:574] : INFO : Epoch 1582 | loss: 0.0310795 | val_loss: 0.0311344 | Time: 1704.34 ms [2021-07-05 07:23:36 main:574] : INFO : Epoch 1583 | loss: 0.0310818 | val_loss: 0.0311336 | Time: 1698.22 ms [2021-07-05 07:23:38 main:574] : INFO : Epoch 1584 | loss: 0.0310844 | val_loss: 0.0311363 | Time: 1675.25 ms [2021-07-05 07:23:39 main:574] : INFO : Epoch 1585 | loss: 0.0310864 | val_loss: 0.0311374 | Time: 1710.81 ms [2021-07-05 07:23:41 main:574] : INFO : Epoch 1586 | loss: 0.0310841 | val_loss: 0.0311432 | Time: 1680.82 ms [2021-07-05 07:23:43 main:574] : INFO : Epoch 1587 | loss: 0.0310808 | val_loss: 0.0311417 | Time: 1698.39 ms [2021-07-05 07:23:45 main:574] : INFO : Epoch 1588 | loss: 0.0310804 | val_loss: 0.0311431 | Time: 1713.84 ms [2021-07-05 07:23:46 main:574] : INFO : Epoch 1589 | loss: 0.0310843 | val_loss: 0.0311438 | Time: 1716.16 ms [2021-07-05 07:23:48 main:574] : INFO : Epoch 1590 | loss: 0.0310799 | val_loss: 0.0311351 | Time: 1698.74 ms [2021-07-05 07:23:50 main:574] : INFO : Epoch 1591 | loss: 0.0310794 | val_loss: 0.031133 | Time: 1693.57 ms [2021-07-05 07:23:51 main:574] : INFO : Epoch 1592 | loss: 0.0310832 | val_loss: 0.0311337 | Time: 1692.67 ms [2021-07-05 07:23:53 main:574] : INFO : Epoch 1593 | loss: 0.0310837 | val_loss: 0.0311332 | Time: 1710.36 ms [2021-07-05 07:23:55 main:574] : INFO : Epoch 1594 | loss: 0.031084 | val_loss: 0.0311386 | Time: 1698.98 ms [2021-07-05 07:23:56 main:574] : INFO : Epoch 1595 | loss: 0.0310826 | val_loss: 0.0311395 | Time: 1713.43 ms [2021-07-05 07:23:58 main:574] : INFO : Epoch 1596 | loss: 0.0310836 | val_loss: 0.0311387 | Time: 1689.49 ms [2021-07-05 07:24:00 main:574] : INFO : Epoch 1597 | loss: 0.0310788 | val_loss: 0.0311377 | Time: 1709.22 ms [2021-07-05 07:24:02 main:574] : INFO : Epoch 1598 | loss: 0.0310827 | val_loss: 0.0311373 | Time: 1737.9 ms [2021-07-05 07:24:03 main:574] : INFO : Epoch 1599 | loss: 0.0310871 | val_loss: 0.0311392 | Time: 1713.81 ms [2021-07-05 07:24:05 main:574] : INFO : Epoch 1600 | loss: 0.031083 | val_loss: 0.0311341 | Time: 1689.24 ms [2021-07-05 07:24:07 main:574] : INFO : Epoch 1601 | loss: 0.0310858 | val_loss: 0.0311395 | Time: 1710.2 ms [2021-07-05 07:24:08 main:574] : INFO : Epoch 1602 | loss: 0.0310857 | val_loss: 0.0311419 | Time: 1697.04 ms [2021-07-05 07:24:10 main:574] : INFO : Epoch 1603 | loss: 0.0310817 | val_loss: 0.0311375 | Time: 1711.04 ms [2021-07-05 07:24:12 main:574] : INFO : Epoch 1604 | loss: 0.0310788 | val_loss: 0.0311343 | Time: 1682.87 ms [2021-07-05 07:24:14 main:574] : INFO : Epoch 1605 | loss: 0.0310784 | val_loss: 0.0311347 | Time: 1695.95 ms [2021-07-05 07:24:15 main:574] : INFO : Epoch 1606 | loss: 0.0310821 | val_loss: 0.0311391 | Time: 1728.01 ms [2021-07-05 07:24:17 main:574] : INFO : Epoch 1607 | loss: 0.0310776 | val_loss: 0.0311364 | Time: 1707.66 ms [2021-07-05 07:24:19 main:574] : INFO : Epoch 1608 | loss: 0.0310766 | val_loss: 0.0311331 | Time: 1704.43 ms [2021-07-05 07:24:20 main:574] : INFO : Epoch 1609 | loss: 0.0310795 | val_loss: 0.031132 | Time: 1702.74 ms [2021-07-05 07:24:22 main:574] : INFO : Epoch 1610 | loss: 0.0310787 | val_loss: 0.0311336 | Time: 1692.94 ms [2021-07-05 07:24:24 main:574] : INFO : Epoch 1611 | loss: 0.0310765 | val_loss: 0.0311352 | Time: 1679.96 ms [2021-07-05 07:24:26 main:574] : INFO : Epoch 1612 | loss: 0.0310796 | val_loss: 0.0311379 | Time: 1704.62 ms [2021-07-05 07:24:27 main:574] : INFO : Epoch 1613 | loss: 0.0310806 | val_loss: 0.0311365 | Time: 1665.18 ms [2021-07-05 07:24:29 main:574] : INFO : Epoch 1614 | loss: 0.0310796 | val_loss: 0.0311354 | Time: 1688.47 ms [2021-07-05 07:24:31 main:574] : INFO : Epoch 1615 | loss: 0.031077 | val_loss: 0.0311381 | Time: 1687.02 ms [2021-07-05 07:24:32 main:574] : INFO : Epoch 1616 | loss: 0.0310727 | val_loss: 0.0311393 | Time: 1687.74 ms [2021-07-05 07:24:34 main:574] : INFO : Epoch 1617 | loss: 0.0310867 | val_loss: 0.0311642 | Time: 1711.71 ms [2021-07-05 07:24:36 main:574] : INFO : Epoch 1618 | loss: 0.0311434 | val_loss: 0.0311522 | Time: 1704.81 ms [2021-07-05 07:24:37 main:574] : INFO : Epoch 1619 | loss: 0.0311364 | val_loss: 0.0311393 | Time: 1711.87 ms [2021-07-05 07:24:39 main:574] : INFO : Epoch 1620 | loss: 0.0311303 | val_loss: 0.0311395 | Time: 1705.39 ms [2021-07-05 07:24:41 main:574] : INFO : Epoch 1621 | loss: 0.0311215 | val_loss: 0.0311354 | Time: 1674.75 ms [2021-07-05 07:24:43 main:574] : INFO : Epoch 1622 | loss: 0.0311143 | val_loss: 0.0311325 | Time: 1694.16 ms [2021-07-05 07:24:44 main:574] : INFO : Epoch 1623 | loss: 0.0311087 | val_loss: 0.0311257 | Time: 1694.27 ms [2021-07-05 07:24:46 main:574] : INFO : Epoch 1624 | loss: 0.0311035 | val_loss: 0.031125 | Time: 1685.52 ms [2021-07-05 07:24:48 main:574] : INFO : Epoch 1625 | loss: 0.031101 | val_loss: 0.0311231 | Time: 1685.04 ms [2021-07-05 07:24:49 main:574] : INFO : Epoch 1626 | loss: 0.0311008 | val_loss: 0.0311364 | Time: 1690.51 ms [2021-07-05 07:24:51 main:574] : INFO : Epoch 1627 | loss: 0.0311006 | val_loss: 0.0311263 | Time: 1700.31 ms [2021-07-05 07:24:53 main:574] : INFO : Epoch 1628 | loss: 0.0310981 | val_loss: 0.0311258 | Time: 1713 ms [2021-07-05 07:24:55 main:574] : INFO : Epoch 1629 | loss: 0.0310947 | val_loss: 0.0311274 | Time: 1723.62 ms [2021-07-05 07:24:56 main:574] : INFO : Epoch 1630 | loss: 0.0310945 | val_loss: 0.0311289 | Time: 1728.71 ms [2021-07-05 07:24:58 main:574] : INFO : Epoch 1631 | loss: 0.0310945 | val_loss: 0.0311311 | Time: 1720.5 ms [2021-07-05 07:25:00 main:574] : INFO : Epoch 1632 | loss: 0.0310903 | val_loss: 0.0311276 | Time: 1708.59 ms [2021-07-05 07:25:01 main:574] : INFO : Epoch 1633 | loss: 0.0310884 | val_loss: 0.0311289 | Time: 1703.2 ms [2021-07-05 07:25:03 main:574] : INFO : Epoch 1634 | loss: 0.0310875 | val_loss: 0.0311272 | Time: 1710.46 ms [2021-07-05 07:25:05 main:574] : INFO : Epoch 1635 | loss: 0.031089 | val_loss: 0.0311319 | Time: 1663.71 ms [2021-07-05 07:25:06 main:574] : INFO : Epoch 1636 | loss: 0.0310934 | val_loss: 0.0311342 | Time: 1677.64 ms [2021-07-05 07:25:08 main:574] : INFO : Epoch 1637 | loss: 0.0310901 | val_loss: 0.0311321 | Time: 1697.85 ms [2021-07-05 07:25:10 main:574] : INFO : Epoch 1638 | loss: 0.0310861 | val_loss: 0.0311299 | Time: 1700.09 ms [2021-07-05 07:25:12 main:574] : INFO : Epoch 1639 | loss: 0.0310856 | val_loss: 0.0311336 | Time: 1731.49 ms [2021-07-05 07:25:13 main:574] : INFO : Epoch 1640 | loss: 0.0310838 | val_loss: 0.0311292 | Time: 1706.6 ms [2021-07-05 07:25:15 main:574] : INFO : Epoch 1641 | loss: 0.0310843 | val_loss: 0.0311303 | Time: 1679.01 ms [2021-07-05 07:25:17 main:574] : INFO : Epoch 1642 | loss: 0.0310843 | val_loss: 0.031131 | Time: 1694.5 ms [2021-07-05 07:25:18 main:574] : INFO : Epoch 1643 | loss: 0.0310813 | val_loss: 0.0311328 | Time: 1709.94 ms [2021-07-05 07:25:20 main:574] : INFO : Epoch 1644 | loss: 0.0310838 | val_loss: 0.0311288 | Time: 1707.17 ms [2021-07-05 07:25:22 main:574] : INFO : Epoch 1645 | loss: 0.0310859 | val_loss: 0.031129 | Time: 1705.44 ms [2021-07-05 07:25:24 main:574] : INFO : Epoch 1646 | loss: 0.0310862 | val_loss: 0.0311318 | Time: 1716.5 ms [2021-07-05 07:25:25 main:574] : INFO : Epoch 1647 | loss: 0.0310828 | val_loss: 0.0311379 | Time: 1713.22 ms [2021-07-05 07:25:27 main:574] : INFO : Epoch 1648 | loss: 0.0310848 | val_loss: 0.0311343 | Time: 1706.91 ms [2021-07-05 07:25:29 main:574] : INFO : Epoch 1649 | loss: 0.0310829 | val_loss: 0.0311282 | Time: 1694.3 ms [2021-07-05 07:25:30 main:574] : INFO : Epoch 1650 | loss: 0.0310853 | val_loss: 0.03113 | Time: 1659.97 ms [2021-07-05 07:25:32 main:574] : INFO : Epoch 1651 | loss: 0.0310788 | val_loss: 0.0311318 | Time: 1676.93 ms [2021-07-05 07:25:34 main:574] : INFO : Epoch 1652 | loss: 0.0310805 | val_loss: 0.0311315 | Time: 1711.9 ms [2021-07-05 07:25:36 main:574] : INFO : Epoch 1653 | loss: 0.0310824 | val_loss: 0.0311274 | Time: 1715.06 ms [2021-07-05 07:25:37 main:574] : INFO : Epoch 1654 | loss: 0.0310805 | val_loss: 0.0311289 | Time: 1693.13 ms [2021-07-05 07:25:39 main:574] : INFO : Epoch 1655 | loss: 0.0310807 | val_loss: 0.0311226 | Time: 1692.97 ms [2021-07-05 07:25:41 main:574] : INFO : Epoch 1656 | loss: 0.0310805 | val_loss: 0.0311319 | Time: 1704.14 ms [2021-07-05 07:25:42 main:574] : INFO : Epoch 1657 | loss: 0.0310872 | val_loss: 0.0311286 | Time: 1702.9 ms [2021-07-05 07:25:44 main:574] : INFO : Epoch 1658 | loss: 0.0310887 | val_loss: 0.0311379 | Time: 1694.62 ms [2021-07-05 07:25:46 main:574] : INFO : Epoch 1659 | loss: 0.0310844 | val_loss: 0.0311248 | Time: 1712.91 ms [2021-07-05 07:25:47 main:574] : INFO : Epoch 1660 | loss: 0.0310824 | val_loss: 0.0311298 | Time: 1699.49 ms [2021-07-05 07:25:49 main:574] : INFO : Epoch 1661 | loss: 0.03108 | val_loss: 0.0311293 | Time: 1715.37 ms [2021-07-05 07:25:51 main:574] : INFO : Epoch 1662 | loss: 0.0310777 | val_loss: 0.031131 | Time: 1698.64 ms [2021-07-05 07:25:53 main:574] : INFO : Epoch 1663 | loss: 0.0310781 | val_loss: 0.0311287 | Time: 1703.42 ms [2021-07-05 07:25:54 main:574] : INFO : Epoch 1664 | loss: 0.0310781 | val_loss: 0.0311308 | Time: 1698.18 ms [2021-07-05 07:25:56 main:574] : INFO : Epoch 1665 | loss: 0.031077 | val_loss: 0.0311309 | Time: 1684.67 ms [2021-07-05 07:25:58 main:574] : INFO : Epoch 1666 | loss: 0.0310803 | val_loss: 0.0311359 | Time: 1680.46 ms [2021-07-05 07:25:59 main:574] : INFO : Epoch 1667 | loss: 0.0310813 | val_loss: 0.0311404 | Time: 1681.87 ms [2021-07-05 07:26:01 main:574] : INFO : Epoch 1668 | loss: 0.0310812 | val_loss: 0.0311414 | Time: 1687.5 ms [2021-07-05 07:26:03 main:574] : INFO : Epoch 1669 | loss: 0.0310761 | val_loss: 0.0311326 | Time: 1713.48 ms [2021-07-05 07:26:05 main:574] : INFO : Epoch 1670 | loss: 0.031074 | val_loss: 0.0311353 | Time: 1710.73 ms [2021-07-05 07:26:06 main:574] : INFO : Epoch 1671 | loss: 0.0310733 | val_loss: 0.0311323 | Time: 1688.69 ms [2021-07-05 07:26:08 main:574] : INFO : Epoch 1672 | loss: 0.0310722 | val_loss: 0.0311379 | Time: 1694.52 ms [2021-07-05 07:26:10 main:574] : INFO : Epoch 1673 | loss: 0.0310742 | val_loss: 0.0311302 | Time: 1691.07 ms [2021-07-05 07:26:11 main:574] : INFO : Epoch 1674 | loss: 0.0310722 | val_loss: 0.0311305 | Time: 1666.8 ms [2021-07-05 07:26:13 main:574] : INFO : Epoch 1675 | loss: 0.0310712 | val_loss: 0.0311397 | Time: 1671.39 ms [2021-07-05 07:26:15 main:574] : INFO : Epoch 1676 | loss: 0.0310772 | val_loss: 0.0311277 | Time: 1687.21 ms [2021-07-05 07:26:16 main:574] : INFO : Epoch 1677 | loss: 0.0310746 | val_loss: 0.0311363 | Time: 1682.32 ms [2021-07-05 07:26:18 main:574] : INFO : Epoch 1678 | loss: 0.0310777 | val_loss: 0.0311278 | Time: 1695.49 ms [2021-07-05 07:26:20 main:574] : INFO : Epoch 1679 | loss: 0.0310716 | val_loss: 0.0311335 | Time: 1690.92 ms [2021-07-05 07:26:21 main:574] : INFO : Epoch 1680 | loss: 0.0310686 | val_loss: 0.031132 | Time: 1689.64 ms [2021-07-05 07:26:23 main:574] : INFO : Epoch 1681 | loss: 0.0310693 | val_loss: 0.0311337 | Time: 1704.87 ms [2021-07-05 07:26:25 main:574] : INFO : Epoch 1682 | loss: 0.0310715 | val_loss: 0.0311374 | Time: 1702.5 ms [2021-07-05 07:26:27 main:574] : INFO : Epoch 1683 | loss: 0.0310704 | val_loss: 0.0311323 | Time: 1705.09 ms [2021-07-05 07:26:28 main:574] : INFO : Epoch 1684 | loss: 0.0310681 | val_loss: 0.0311344 | Time: 1687.07 ms [2021-07-05 07:26:30 main:574] : INFO : Epoch 1685 | loss: 0.031069 | val_loss: 0.0311393 | Time: 1688.55 ms [2021-07-05 07:26:32 main:574] : INFO : Epoch 1686 | loss: 0.0310718 | val_loss: 0.031139 | Time: 1696.02 ms [2021-07-05 07:26:33 main:574] : INFO : Epoch 1687 | loss: 0.0310747 | val_loss: 0.0311293 | Time: 1692.96 ms [2021-07-05 07:26:35 main:574] : INFO : Epoch 1688 | loss: 0.031069 | val_loss: 0.0311417 | Time: 1709.16 ms [2021-07-05 07:26:37 main:574] : INFO : Epoch 1689 | loss: 0.0310763 | val_loss: 0.0311353 | Time: 1714.93 ms [2021-07-05 07:26:39 main:574] : INFO : Epoch 1690 | loss: 0.0310788 | val_loss: 0.0311337 | Time: 1723.08 ms [2021-07-05 07:26:40 main:574] : INFO : Epoch 1691 | loss: 0.0310819 | val_loss: 0.0311372 | Time: 1727.73 ms [2021-07-05 07:26:42 main:574] : INFO : Epoch 1692 | loss: 0.0310751 | val_loss: 0.0311385 | Time: 1707.48 ms [2021-07-05 07:26:44 main:574] : INFO : Epoch 1693 | loss: 0.0310736 | val_loss: 0.0311317 | Time: 1701.53 ms [2021-07-05 07:26:45 main:574] : INFO : Epoch 1694 | loss: 0.0310731 | val_loss: 0.0311331 | Time: 1680.42 ms [2021-07-05 07:26:47 main:574] : INFO : Epoch 1695 | loss: 0.0310706 | val_loss: 0.0311271 | Time: 1703.3 ms [2021-07-05 07:26:49 main:574] : INFO : Epoch 1696 | loss: 0.0310714 | val_loss: 0.0311339 | Time: 1713.58 ms [2021-07-05 07:26:51 main:574] : INFO : Epoch 1697 | loss: 0.03107 | val_loss: 0.0311336 | Time: 1699.08 ms [2021-07-05 07:26:52 main:574] : INFO : Epoch 1698 | loss: 0.0310717 | val_loss: 0.0311313 | Time: 1691.11 ms [2021-07-05 07:26:54 main:574] : INFO : Epoch 1699 | loss: 0.0310649 | val_loss: 0.031131 | Time: 1704.99 ms [2021-07-05 07:26:56 main:574] : INFO : Epoch 1700 | loss: 0.0310658 | val_loss: 0.031141 | Time: 1707 ms [2021-07-05 07:26:57 main:574] : INFO : Epoch 1701 | loss: 0.03107 | val_loss: 0.0311353 | Time: 1735.03 ms [2021-07-05 07:26:59 main:574] : INFO : Epoch 1702 | loss: 0.0310687 | val_loss: 0.0311342 | Time: 1738.63 ms [2021-07-05 07:27:01 main:574] : INFO : Epoch 1703 | loss: 0.0310663 | val_loss: 0.0311392 | Time: 1711.72 ms [2021-07-05 07:27:03 main:574] : INFO : Epoch 1704 | loss: 0.0310666 | val_loss: 0.0311311 | Time: 1702.71 ms [2021-07-05 07:27:04 main:574] : INFO : Epoch 1705 | loss: 0.0310659 | val_loss: 0.0311362 | Time: 1690.56 ms [2021-07-05 07:27:06 main:574] : INFO : Epoch 1706 | loss: 0.0310749 | val_loss: 0.0311367 | Time: 1707.81 ms [2021-07-05 07:27:08 main:574] : INFO : Epoch 1707 | loss: 0.0310753 | val_loss: 0.0311344 | Time: 1678.93 ms [2021-07-05 07:27:09 main:574] : INFO : Epoch 1708 | loss: 0.0310746 | val_loss: 0.0311325 | Time: 1688.16 ms [2021-07-05 07:27:11 main:574] : INFO : Epoch 1709 | loss: 0.031071 | val_loss: 0.0311306 | Time: 1700.86 ms [2021-07-05 07:27:13 main:574] : INFO : Epoch 1710 | loss: 0.0310677 | val_loss: 0.0311329 | Time: 1718.97 ms [2021-07-05 07:27:15 main:574] : INFO : Epoch 1711 | loss: 0.0310719 | val_loss: 0.0311387 | Time: 1730.61 ms [2021-07-05 07:27:16 main:574] : INFO : Epoch 1712 | loss: 0.031095 | val_loss: 0.0311431 | Time: 1694.03 ms [2021-07-05 07:27:18 main:574] : INFO : Epoch 1713 | loss: 0.0310944 | val_loss: 0.0311291 | Time: 1690.71 ms [2021-07-05 07:27:20 main:574] : INFO : Epoch 1714 | loss: 0.0310884 | val_loss: 0.0311267 | Time: 1713.3 ms [2021-07-05 07:27:21 main:574] : INFO : Epoch 1715 | loss: 0.0310804 | val_loss: 0.0311337 | Time: 1715.77 ms [2021-07-05 07:27:23 main:574] : INFO : Epoch 1716 | loss: 0.0310776 | val_loss: 0.0311317 | Time: 1713.59 ms [2021-07-05 07:27:25 main:574] : INFO : Epoch 1717 | loss: 0.0310758 | val_loss: 0.0311298 | Time: 1688.02 ms [2021-07-05 07:27:26 main:574] : INFO : Epoch 1718 | loss: 0.03107 | val_loss: 0.0311386 | Time: 1666.69 ms [2021-07-05 07:27:28 main:574] : INFO : Epoch 1719 | loss: 0.0310702 | val_loss: 0.0311324 | Time: 1686.82 ms [2021-07-05 07:27:30 main:574] : INFO : Epoch 1720 | loss: 0.0310681 | val_loss: 0.031137 | Time: 1721.17 ms [2021-07-05 07:27:32 main:574] : INFO : Epoch 1721 | loss: 0.0310694 | val_loss: 0.0311293 | Time: 1740.16 ms [2021-07-05 07:27:33 main:574] : INFO : Epoch 1722 | loss: 0.031067 | val_loss: 0.0311326 | Time: 1715.19 ms [2021-07-05 07:27:35 main:574] : INFO : Epoch 1723 | loss: 0.0310651 | val_loss: 0.0311418 | Time: 1693.08 ms [2021-07-05 07:27:37 main:574] : INFO : Epoch 1724 | loss: 0.0310632 | val_loss: 0.0311335 | Time: 1686.55 ms [2021-07-05 07:27:38 main:574] : INFO : Epoch 1725 | loss: 0.0310644 | val_loss: 0.031136 | Time: 1716.62 ms [2021-07-05 07:27:40 main:574] : INFO : Epoch 1726 | loss: 0.0310618 | val_loss: 0.0311418 | Time: 1711.82 ms [2021-07-05 07:27:42 main:574] : INFO : Epoch 1727 | loss: 0.0310648 | val_loss: 0.0311323 | Time: 1691.31 ms [2021-07-05 07:27:44 main:574] : INFO : Epoch 1728 | loss: 0.0310622 | val_loss: 0.0311318 | Time: 1713.21 ms [2021-07-05 07:27:45 main:574] : INFO : Epoch 1729 | loss: 0.0310614 | val_loss: 0.0311333 | Time: 1696.86 ms [2021-07-05 07:27:47 main:574] : INFO : Epoch 1730 | loss: 0.0310649 | val_loss: 0.0311348 | Time: 1690.79 ms [2021-07-05 07:27:49 main:574] : INFO : Epoch 1731 | loss: 0.0310707 | val_loss: 0.0311343 | Time: 1711.71 ms [2021-07-05 07:27:50 main:574] : INFO : Epoch 1732 | loss: 0.0310703 | val_loss: 0.0311403 | Time: 1714.87 ms [2021-07-05 07:27:52 main:574] : INFO : Epoch 1733 | loss: 0.0310685 | val_loss: 0.0311388 | Time: 1728.04 ms [2021-07-05 07:27:54 main:574] : INFO : Epoch 1734 | loss: 0.0310682 | val_loss: 0.0311331 | Time: 1703.48 ms [2021-07-05 07:27:56 main:574] : INFO : Epoch 1735 | loss: 0.0310638 | val_loss: 0.0311323 | Time: 1691.05 ms [2021-07-05 07:27:57 main:574] : INFO : Epoch 1736 | loss: 0.0310668 | val_loss: 0.0311477 | Time: 1698 ms [2021-07-05 07:27:59 main:574] : INFO : Epoch 1737 | loss: 0.0310659 | val_loss: 0.0311356 | Time: 1712.19 ms [2021-07-05 07:28:01 main:574] : INFO : Epoch 1738 | loss: 0.0310631 | val_loss: 0.031134 | Time: 1687.32 ms [2021-07-05 07:28:02 main:574] : INFO : Epoch 1739 | loss: 0.0310605 | val_loss: 0.0311367 | Time: 1695.99 ms [2021-07-05 07:28:04 main:574] : INFO : Epoch 1740 | loss: 0.0310628 | val_loss: 0.0311317 | Time: 1742.7 ms [2021-07-05 07:28:06 main:574] : INFO : Epoch 1741 | loss: 0.0310626 | val_loss: 0.0311354 | Time: 1732.59 ms [2021-07-05 07:28:08 main:574] : INFO : Epoch 1742 | loss: 0.0310593 | val_loss: 0.0311419 | Time: 1710.01 ms [2021-07-05 07:28:09 main:574] : INFO : Epoch 1743 | loss: 0.0310598 | val_loss: 0.0311388 | Time: 1720.56 ms [2021-07-05 07:28:11 main:574] : INFO : Epoch 1744 | loss: 0.0310591 | val_loss: 0.0311416 | Time: 1683.48 ms [2021-07-05 07:28:13 main:574] : INFO : Epoch 1745 | loss: 0.0310561 | val_loss: 0.0311428 | Time: 1693.34 ms [2021-07-05 07:28:14 main:574] : INFO : Epoch 1746 | loss: 0.0310567 | val_loss: 0.0311385 | Time: 1678.73 ms [2021-07-05 07:28:16 main:574] : INFO : Epoch 1747 | loss: 0.0310535 | val_loss: 0.0311388 | Time: 1686.7 ms [2021-07-05 07:28:18 main:574] : INFO : Epoch 1748 | loss: 0.0310571 | val_loss: 0.0311422 | Time: 1703.67 ms [2021-07-05 07:28:20 main:574] : INFO : Epoch 1749 | loss: 0.031052 | val_loss: 0.0311401 | Time: 1722.69 ms [2021-07-05 07:28:21 main:574] : INFO : Epoch 1750 | loss: 0.0310568 | val_loss: 0.0311354 | Time: 1731.51 ms [2021-07-05 07:28:23 main:574] : INFO : Epoch 1751 | loss: 0.0310554 | val_loss: 0.0311379 | Time: 1703.68 ms [2021-07-05 07:28:25 main:574] : INFO : Epoch 1752 | loss: 0.0310536 | val_loss: 0.0311369 | Time: 1722.19 ms [2021-07-05 07:28:26 main:574] : INFO : Epoch 1753 | loss: 0.0310563 | val_loss: 0.0311538 | Time: 1707.84 ms [2021-07-05 07:28:28 main:574] : INFO : Epoch 1754 | loss: 0.0310542 | val_loss: 0.0311454 | Time: 1690.72 ms [2021-07-05 07:28:30 main:574] : INFO : Epoch 1755 | loss: 0.0310545 | val_loss: 0.0311585 | Time: 1687.32 ms [2021-07-05 07:28:32 main:574] : INFO : Epoch 1756 | loss: 0.0310585 | val_loss: 0.0311362 | Time: 1697.75 ms [2021-07-05 07:28:33 main:574] : INFO : Epoch 1757 | loss: 0.0310629 | val_loss: 0.0311411 | Time: 1704.52 ms [2021-07-05 07:28:35 main:574] : INFO : Epoch 1758 | loss: 0.0310589 | val_loss: 0.0311297 | Time: 1722.57 ms [2021-07-05 07:28:37 main:574] : INFO : Epoch 1759 | loss: 0.0310587 | val_loss: 0.0311388 | Time: 1695.66 ms [2021-07-05 07:28:38 main:574] : INFO : Epoch 1760 | loss: 0.0310591 | val_loss: 0.0311405 | Time: 1710.78 ms [2021-07-05 07:28:40 main:574] : INFO : Epoch 1761 | loss: 0.0310577 | val_loss: 0.0311385 | Time: 1690.28 ms [2021-07-05 07:28:42 main:574] : INFO : Epoch 1762 | loss: 0.0310611 | val_loss: 0.0311373 | Time: 1716.08 ms [2021-07-05 07:28:44 main:574] : INFO : Epoch 1763 | loss: 0.0310564 | val_loss: 0.0311332 | Time: 1724.53 ms [2021-07-05 07:28:45 main:574] : INFO : Epoch 1764 | loss: 0.0310555 | val_loss: 0.0311356 | Time: 1702.17 ms [2021-07-05 07:28:47 main:574] : INFO : Epoch 1765 | loss: 0.0310683 | val_loss: 0.0311349 | Time: 1707.92 ms [2021-07-05 07:28:49 main:574] : INFO : Epoch 1766 | loss: 0.0310712 | val_loss: 0.0311363 | Time: 1694.02 ms [2021-07-05 07:28:50 main:574] : INFO : Epoch 1767 | loss: 0.0310835 | val_loss: 0.0311281 | Time: 1705.67 ms [2021-07-05 07:28:52 main:574] : INFO : Epoch 1768 | loss: 0.0310743 | val_loss: 0.031132 | Time: 1713.2 ms [2021-07-05 07:28:54 main:574] : INFO : Epoch 1769 | loss: 0.0310652 | val_loss: 0.0311304 | Time: 1701.26 ms [2021-07-05 07:28:56 main:574] : INFO : Epoch 1770 | loss: 0.031062 | val_loss: 0.0311312 | Time: 1738.18 ms [2021-07-05 07:28:57 main:574] : INFO : Epoch 1771 | loss: 0.0310611 | val_loss: 0.0311318 | Time: 1707.3 ms [2021-07-05 07:28:59 main:574] : INFO : Epoch 1772 | loss: 0.0310622 | val_loss: 0.0311371 | Time: 1675.97 ms [2021-07-05 07:29:01 main:574] : INFO : Epoch 1773 | loss: 0.0310557 | val_loss: 0.0311302 | Time: 1694.99 ms [2021-07-05 07:29:02 main:574] : INFO : Epoch 1774 | loss: 0.0310525 | val_loss: 0.0311389 | Time: 1683.21 ms [2021-07-05 07:29:04 main:574] : INFO : Epoch 1775 | loss: 0.0310544 | val_loss: 0.0311419 | Time: 1677.81 ms [2021-07-05 07:29:06 main:574] : INFO : Epoch 1776 | loss: 0.0310542 | val_loss: 0.0311458 | Time: 1690.54 ms [2021-07-05 07:29:07 main:574] : INFO : Epoch 1777 | loss: 0.0310506 | val_loss: 0.0311459 | Time: 1706.17 ms [2021-07-05 07:29:09 main:574] : INFO : Epoch 1778 | loss: 0.0310522 | val_loss: 0.0311411 | Time: 1715.48 ms [2021-07-05 07:29:11 main:574] : INFO : Epoch 1779 | loss: 0.0310526 | val_loss: 0.0311394 | Time: 1741.39 ms [2021-07-05 07:29:13 main:574] : INFO : Epoch 1780 | loss: 0.0310534 | val_loss: 0.0311336 | Time: 1742.34 ms [2021-07-05 07:29:14 main:574] : INFO : Epoch 1781 | loss: 0.0310526 | val_loss: 0.0311459 | Time: 1726.28 ms [2021-07-05 07:29:16 main:574] : INFO : Epoch 1782 | loss: 0.031053 | val_loss: 0.0311409 | Time: 1718.35 ms [2021-07-05 07:29:18 main:574] : INFO : Epoch 1783 | loss: 0.0310538 | val_loss: 0.0311403 | Time: 1707.29 ms [2021-07-05 07:29:20 main:574] : INFO : Epoch 1784 | loss: 0.0310537 | val_loss: 0.031143 | Time: 1703.58 ms [2021-07-05 07:29:21 main:574] : INFO : Epoch 1785 | loss: 0.0310539 | val_loss: 0.0311499 | Time: 1730.25 ms [2021-07-05 07:29:23 main:574] : INFO : Epoch 1786 | loss: 0.0310485 | val_loss: 0.0311414 | Time: 1773.43 ms [2021-07-05 07:29:25 main:574] : INFO : Epoch 1787 | loss: 0.0310513 | val_loss: 0.0311386 | Time: 1731.09 ms [2021-07-05 07:29:27 main:574] : INFO : Epoch 1788 | loss: 0.0310476 | val_loss: 0.0311439 | Time: 1739.3 ms [2021-07-05 07:29:28 main:574] : INFO : Epoch 1789 | loss: 0.0310456 | val_loss: 0.0311289 | Time: 1763.7 ms [2021-07-05 07:29:30 main:574] : INFO : Epoch 1790 | loss: 0.0310507 | val_loss: 0.0311405 | Time: 1744.1 ms [2021-07-05 07:29:32 main:574] : INFO : Epoch 1791 | loss: 0.0310493 | val_loss: 0.0311515 | Time: 1740.08 ms [2021-07-05 07:29:34 main:574] : INFO : Epoch 1792 | loss: 0.0310537 | val_loss: 0.0311429 | Time: 1741.64 ms [2021-07-05 07:29:35 main:574] : INFO : Epoch 1793 | loss: 0.0310558 | val_loss: 0.0311356 | Time: 1741.91 ms [2021-07-05 07:29:37 main:574] : INFO : Epoch 1794 | loss: 0.0310536 | val_loss: 0.0311374 | Time: 1710.81 ms [2021-07-05 07:29:39 main:574] : INFO : Epoch 1795 | loss: 0.0310516 | val_loss: 0.031137 | Time: 1720.52 ms [2021-07-05 07:29:41 main:574] : INFO : Epoch 1796 | loss: 0.0310524 | val_loss: 0.0311409 | Time: 1735.22 ms [2021-07-05 07:29:42 main:574] : INFO : Epoch 1797 | loss: 0.0310526 | val_loss: 0.0311403 | Time: 1699.1 ms [2021-07-05 07:29:44 main:574] : INFO : Epoch 1798 | loss: 0.031054 | val_loss: 0.0311412 | Time: 1714.53 ms [2021-07-05 07:29:46 main:574] : INFO : Epoch 1799 | loss: 0.0310543 | val_loss: 0.0311388 | Time: 1714.24 ms [2021-07-05 07:29:47 main:574] : INFO : Epoch 1800 | loss: 0.0310513 | val_loss: 0.0311363 | Time: 1737.11 ms [2021-07-05 07:29:49 main:574] : INFO : Epoch 1801 | loss: 0.0310493 | val_loss: 0.031135 | Time: 1745.37 ms [2021-07-05 07:29:51 main:574] : INFO : Epoch 1802 | loss: 0.0310464 | val_loss: 0.0311491 | Time: 1719.86 ms [2021-07-05 07:29:53 main:574] : INFO : Epoch 1803 | loss: 0.0310497 | val_loss: 0.0311516 | Time: 1743.29 ms [2021-07-05 07:29:54 main:574] : INFO : Epoch 1804 | loss: 0.0310528 | val_loss: 0.0311461 | Time: 1737.27 ms [2021-07-05 07:29:56 main:574] : INFO : Epoch 1805 | loss: 0.0310462 | val_loss: 0.0311425 | Time: 1744.76 ms [2021-07-05 07:29:58 main:574] : INFO : Epoch 1806 | loss: 0.0310449 | val_loss: 0.0311442 | Time: 1743.82 ms [2021-07-05 07:30:00 main:574] : INFO : Epoch 1807 | loss: 0.0310453 | val_loss: 0.0311464 | Time: 1744.13 ms [2021-07-05 07:30:01 main:574] : INFO : Epoch 1808 | loss: 0.0310483 | val_loss: 0.0311403 | Time: 1752.06 ms [2021-07-05 07:30:03 main:574] : INFO : Epoch 1809 | loss: 0.0310488 | val_loss: 0.0311388 | Time: 1756.03 ms [2021-07-05 07:30:05 main:574] : INFO : Epoch 1810 | loss: 0.0310509 | val_loss: 0.0311397 | Time: 1753.98 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1660 Ti) [2021-07-05 09:16:29 main:435] : INFO : Set logging level to 1 [2021-07-05 09:16:29 main:441] : INFO : Running in BOINC Client mode [2021-07-05 09:16:29 main:444] : INFO : Resolving all filenames [2021-07-05 09:16:29 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 (exists = 1) [2021-07-05 09:16:29 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625099211-13033-0_0_r2023116327_1 (exists = 1) [2021-07-05 09:16:29 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityMachine-1625099211-13033-0_0_r2023116327_0 (exists = 0) [2021-07-05 09:16:29 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 0) [2021-07-05 09:16:29 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-07-05 09:16:29 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 [2021-07-05 09:16:29 main:474] : INFO : Configuration: [2021-07-05 09:16:29 main:475] : INFO : Model type: GRU [2021-07-05 09:16:29 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-07-05 09:16:29 main:477] : INFO : Max Epochs: 2048 [2021-07-05 09:16:29 main:478] : INFO : Batch Size: 128 [2021-07-05 09:16:29 main:479] : INFO : Learning Rate: 0.01 [2021-07-05 09:16:29 main:480] : INFO : Patience: 10 [2021-07-05 09:16:29 main:481] : INFO : Hidden Width: 12 [2021-07-05 09:16:29 main:482] : INFO : # Recurrent Layers: 4 [2021-07-05 09:16:29 main:483] : INFO : # Backend Layers: 4 [2021-07-05 09:16:29 main:484] : INFO : # Threads: 1 [2021-07-05 09:16:29 main:486] : INFO : Preparing Dataset [2021-07-05 09:16:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 09:16:30 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 09:16:31 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-07-05 09:16:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 09:16:31 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityMachine-train-val-dataset.hdf5 into memory [2021-07-05 09:16:31 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-07-05 09:16:31 main:494] : INFO : Creating Model [2021-07-05 09:16:31 main:507] : INFO : Preparing config file [2021-07-05 09:16:31 main:511] : INFO : Found checkpoint, attempting to load... [2021-07-05 09:16:31 main:512] : INFO : Loading config [2021-07-05 09:16:31 main:514] : INFO : Loading state [2021-07-05 09:16:32 main:559] : INFO : Loading DataLoader into Memory [2021-07-05 09:16:33 main:562] : INFO : Starting Training [2021-07-05 09:16:37 main:574] : INFO : Epoch 1809 | loss: 0.0311531 | val_loss: 0.0311639 | Time: 3600.39 ms [2021-07-05 09:16:40 main:574] : INFO : Epoch 1810 | loss: 0.0310682 | val_loss: 0.0311452 | Time: 2775.71 ms [2021-07-05 09:16:42 main:574] : INFO : Epoch 1811 | loss: 0.0310588 | val_loss: 0.0311432 | Time: 2824.81 ms [2021-07-05 09:16:45 main:574] : INFO : Epoch 1812 | loss: 0.0310522 | val_loss: 0.0311448 | Time: 2764.09 ms [2021-07-05 09:16:48 main:574] : INFO : Epoch 1813 | loss: 0.0310485 | val_loss: 0.0311537 | Time: 2843.45 ms [2021-07-05 09:16:51 main:574] : INFO : Epoch 1814 | loss: 0.0310482 | val_loss: 0.0311483 | Time: 2792.52 ms [2021-07-05 09:16:54 main:574] : INFO : Epoch 1815 | loss: 0.031045 | val_loss: 0.031149 | Time: 2820.2 ms [2021-07-05 09:16:56 main:574] : INFO : Epoch 1816 | loss: 0.0310411 | val_loss: 0.0311477 | Time: 2792.26 ms [2021-07-05 09:16:59 main:574] : INFO : Epoch 1817 | loss: 0.0310437 | val_loss: 0.0311374 | Time: 2823.16 ms [2021-07-05 09:17:02 main:574] : INFO : Epoch 1818 | loss: 0.0310419 | val_loss: 0.0311494 | Time: 2827.26 ms [2021-07-05 09:17:05 main:574] : INFO : Epoch 1819 | loss: 0.0310495 | val_loss: 0.0311492 | Time: 2818.55 ms [2021-07-05 09:17:08 main:574] : INFO : Epoch 1820 | loss: 0.031048 | val_loss: 0.0311445 | Time: 2824.29 ms [2021-07-05 09:17:11 main:574] : INFO : Epoch 1821 | loss: 0.0310454 | val_loss: 0.0311471 | Time: 2876.56 ms [2021-07-05 09:17:13 main:574] : INFO : Epoch 1822 | loss: 0.0310446 | val_loss: 0.031144 | Time: 2791.52 ms [2021-07-05 09:17:16 main:574] : INFO : Epoch 1823 | loss: 0.0310468 | val_loss: 0.0311483 | Time: 2811.45 ms [2021-07-05 09:17:19 main:574] : INFO : Epoch 1824 | loss: 0.0310434 | val_loss: 0.0311382 | Time: 2761.35 ms [2021-07-05 09:17:22 main:574] : INFO : Epoch 1825 | loss: 0.0310431 | val_loss: 0.0311335 | Time: 2844.19 ms [2021-07-05 09:17:25 main:574] : INFO : Epoch 1826 | loss: 0.0310421 | val_loss: 0.031155 | Time: 2843.47 ms [2021-07-05 09:17:27 main:574] : INFO : Epoch 1827 | loss: 0.0310486 | val_loss: 0.0311382 | Time: 2791.53 ms [2021-07-05 09:17:30 main:574] : INFO : Epoch 1828 | loss: 0.0310471 | val_loss: 0.0311484 | Time: 2806.77 ms [2021-07-05 09:17:33 main:574] : INFO : Epoch 1829 | loss: 0.0310437 | val_loss: 0.0311451 | Time: 2798.3 ms [2021-07-05 09:17:36 main:574] : INFO : Epoch 1830 | loss: 0.0310429 | val_loss: 0.0311463 | Time: 2799.83 ms [2021-07-05 09:17:39 main:574] : INFO : Epoch 1831 | loss: 0.0310451 | val_loss: 0.0311461 | Time: 2803.62 ms [2021-07-05 09:17:42 main:574] : INFO : Epoch 1832 | loss: 0.0310495 | val_loss: 0.0311408 | Time: 2796.28 ms [2021-07-05 09:17:44 main:574] : INFO : Epoch 1833 | loss: 0.0310441 | val_loss: 0.0311457 | Time: 2827.44 ms [2021-07-05 09:17:47 main:574] : INFO : Epoch 1834 | loss: 0.0310406 | val_loss: 0.0311416 | Time: 2739.31 ms [2021-07-05 09:17:50 main:574] : INFO : Epoch 1835 | loss: 0.0310474 | val_loss: 0.0311366 | Time: 2826.42 ms [2021-07-05 09:17:53 main:574] : INFO : Epoch 1836 | loss: 0.031044 | val_loss: 0.0311504 | Time: 2782.36 ms [2021-07-05 09:17:56 main:574] : INFO : Epoch 1837 | loss: 0.0310423 | val_loss: 0.0311499 | Time: 2852.02 ms [2021-07-05 09:17:58 main:574] : INFO : Epoch 1838 | loss: 0.0310431 | val_loss: 0.0311427 | Time: 2788.26 ms [2021-07-05 09:18:01 main:574] : INFO : Epoch 1839 | loss: 0.0310423 | val_loss: 0.0311504 | Time: 2787.22 ms [2021-07-05 09:18:04 main:574] : INFO : Epoch 1840 | loss: 0.0310399 | val_loss: 0.031146 | Time: 2797.75 ms [2021-07-05 09:18:07 main:574] : INFO : Epoch 1841 | loss: 0.0310358 | val_loss: 0.0311468 | Time: 2828.29 ms [2021-07-05 09:18:10 main:574] : INFO : Epoch 1842 | loss: 0.0310415 | val_loss: 0.0311513 | Time: 2794.42 ms [2021-07-05 09:18:12 main:574] : INFO : Epoch 1843 | loss: 0.0310478 | val_loss: 0.0311465 | Time: 2790.57 ms [2021-07-05 09:18:15 main:574] : INFO : Epoch 1844 | loss: 0.0310408 | val_loss: 0.031143 | Time: 2813.85 ms [2021-07-05 09:18:18 main:574] : INFO : Epoch 1845 | loss: 0.0310474 | val_loss: 0.031146 | Time: 2794.47 ms [2021-07-05 09:18:21 main:574] : INFO : Epoch 1846 | loss: 0.0310573 | val_loss: 0.0311425 | Time: 2789.01 ms [2021-07-05 09:18:24 main:574] : INFO : Epoch 1847 | loss: 0.0310472 | val_loss: 0.0311516 | Time: 2861.53 ms [2021-07-05 09:18:26 main:574] : INFO : Epoch 1848 | loss: 0.0310448 | val_loss: 0.0311525 | Time: 2759.98 ms [2021-07-05 09:18:29 main:574] : INFO : Epoch 1849 | loss: 0.0310392 | val_loss: 0.0311512 | Time: 2855.25 ms [2021-07-05 09:18:32 main:574] : INFO : Epoch 1850 | loss: 0.0310379 | val_loss: 0.0311412 | Time: 2744.7 ms [2021-07-05 09:18:35 main:574] : INFO : Epoch 1851 | loss: 0.0310449 | val_loss: 0.0311473 | Time: 2851.79 ms [2021-07-05 09:18:38 main:574] : INFO : Epoch 1852 | loss: 0.0310465 | val_loss: 0.0311439 | Time: 2827.2 ms [2021-07-05 09:18:41 main:574] : INFO : Epoch 1853 | loss: 0.0310445 | val_loss: 0.0311466 | Time: 2819.85 ms [2021-07-05 09:18:43 main:574] : INFO : Epoch 1854 | loss: 0.0310373 | val_loss: 0.0311522 | Time: 2814.87 ms [2021-07-05 09:18:46 main:574] : INFO : Epoch 1855 | loss: 0.0310382 | val_loss: 0.0311541 | Time: 2822.35 ms [2021-07-05 09:18:49 main:574] : INFO : Epoch 1856 | loss: 0.0310382 | val_loss: 0.0311396 | Time: 2827.34 ms [2021-07-05 09:18:52 main:574] : INFO : Epoch 1857 | loss: 0.0310469 | val_loss: 0.0311414 | Time: 2844.44 ms [2021-07-05 09:18:55 main:574] : INFO : Epoch 1858 | loss: 0.0310398 | val_loss: 0.0311363 | Time: 2805.99 ms [2021-07-05 09:18:58 main:574] : INFO : Epoch 1859 | loss: 0.0310401 | val_loss: 0.031156 | Time: 2822 ms [2021-07-05 09:19:00 main:574] : INFO : Epoch 1860 | loss: 0.0310399 | val_loss: 0.0311471 | Time: 2798.73 ms [2021-07-05 09:19:03 main:574] : INFO : Epoch 1861 | loss: 0.0310396 | val_loss: 0.0311526 | Time: 2832.32 ms [2021-07-05 09:19:06 main:574] : INFO : Epoch 1862 | loss: 0.031038 | val_loss: 0.0311512 | Time: 2801.07 ms [2021-07-05 09:19:09 main:574] : INFO : Epoch 1863 | loss: 0.0310329 | val_loss: 0.0311566 | Time: 2841.64 ms [2021-07-05 09:19:12 main:574] : INFO : Epoch 1864 | loss: 0.0310312 | val_loss: 0.0311491 | Time: 2808.31 ms [2021-07-05 09:19:15 main:574] : INFO : Epoch 1865 | loss: 0.0310373 | val_loss: 0.0311491 | Time: 2861.92 ms [2021-07-05 09:19:17 main:574] : INFO : Epoch 1866 | loss: 0.0310568 | val_loss: 0.0311389 | Time: 2853.28 ms [2021-07-05 09:19:20 main:574] : INFO : Epoch 1867 | loss: 0.0310458 | val_loss: 0.031156 | Time: 2775.13 ms [2021-07-05 09:19:23 main:574] : INFO : Epoch 1868 | loss: 0.0310461 | val_loss: 0.0311437 | Time: 2748.93 ms [2021-07-05 09:19:26 main:574] : INFO : Epoch 1869 | loss: 0.0310434 | val_loss: 0.0311435 | Time: 2826.15 ms [2021-07-05 09:19:29 main:574] : INFO : Epoch 1870 | loss: 0.0310364 | val_loss: 0.0311433 | Time: 2786.55 ms [2021-07-05 09:19:31 main:574] : INFO : Epoch 1871 | loss: 0.0310356 | val_loss: 0.0311479 | Time: 2805.86 ms [2021-07-05 09:19:34 main:574] : INFO : Epoch 1872 | loss: 0.031036 | val_loss: 0.0311519 | Time: 2802.22 ms [2021-07-05 09:19:37 main:574] : INFO : Epoch 1873 | loss: 0.0310348 | val_loss: 0.0311555 | Time: 2868.14 ms [2021-07-05 09:19:40 main:574] : INFO : Epoch 1874 | loss: 0.0310379 | val_loss: 0.0311417 | Time: 2836.55 ms [2021-07-05 09:19:43 main:574] : INFO : Epoch 1875 | loss: 0.0310436 | val_loss: 0.0311437 | Time: 2848.14 ms [2021-07-05 09:19:46 main:574] : INFO : Epoch 1876 | loss: 0.0310408 | val_loss: 0.0311496 | Time: 2788.72 ms [2021-07-05 09:19:48 main:574] : INFO : Epoch 1877 | loss: 0.0310423 | val_loss: 0.031147 | Time: 2827.96 ms [2021-07-05 09:19:51 main:574] : INFO : Epoch 1878 | loss: 0.0310489 | val_loss: 0.0311436 | Time: 2828.01 ms [2021-07-05 09:19:54 main:574] : INFO : Epoch 1879 | loss: 0.0310443 | val_loss: 0.03114 | Time: 2806.09 ms [2021-07-05 09:19:57 main:574] : INFO : Epoch 1880 | loss: 0.031041 | val_loss: 0.0311638 | Time: 2778.34 ms [2021-07-05 09:20:00 main:574] : INFO : Epoch 1881 | loss: 0.0310401 | val_loss: 0.0311413 | Time: 2807.53 ms [2021-07-05 09:20:03 main:574] : INFO : Epoch 1882 | loss: 0.0310346 | val_loss: 0.0311549 | Time: 2843.24 ms [2021-07-05 09:20:05 main:574] : INFO : Epoch 1883 | loss: 0.0310375 | val_loss: 0.0311451 | Time: 2820.14 ms [2021-07-05 09:20:08 main:574] : INFO : Epoch 1884 | loss: 0.0310356 | val_loss: 0.0311665 | Time: 2817.28 ms [2021-07-05 09:20:11 main:574] : INFO : Epoch 1885 | loss: 0.0310469 | val_loss: 0.0311483 | Time: 2851.61 ms [2021-07-05 09:20:14 main:574] : INFO : Epoch 1886 | loss: 0.0310551 | val_loss: 0.0311454 | Time: 2803.14 ms [2021-07-05 09:20:17 main:574] : INFO : Epoch 1887 | loss: 0.0310498 | val_loss: 0.0311354 | Time: 2818.06 ms [2021-07-05 09:20:19 main:574] : INFO : Epoch 1888 | loss: 0.0310502 | val_loss: 0.0311451 | Time: 2819.48 ms [2021-07-05 09:20:22 main:574] : INFO : Epoch 1889 | loss: 0.0310447 | val_loss: 0.0311397 | Time: 2833.44 ms [2021-07-05 09:20:25 main:574] : INFO : Epoch 1890 | loss: 0.0310426 | val_loss: 0.0311456 | Time: 2811.99 ms [2021-07-05 09:20:28 main:574] : INFO : Epoch 1891 | loss: 0.03104 | val_loss: 0.0311468 | Time: 2797.75 ms [2021-07-05 09:20:31 main:574] : INFO : Epoch 1892 | loss: 0.0310416 | val_loss: 0.0311607 | Time: 2841.62 ms [2021-07-05 09:20:34 main:574] : INFO : Epoch 1893 | loss: 0.0310456 | val_loss: 0.0311513 | Time: 2809.93 ms [2021-07-05 09:20:36 main:574] : INFO : Epoch 1894 | loss: 0.0310429 | val_loss: 0.0311426 | Time: 2788.62 ms [2021-07-05 09:20:39 main:574] : INFO : Epoch 1895 | loss: 0.031042 | val_loss: 0.0311628 | Time: 2830.35 ms [2021-07-05 09:20:42 main:574] : INFO : Epoch 1896 | loss: 0.0310427 | val_loss: 0.0311472 | Time: 2790.68 ms [2021-07-05 09:20:45 main:574] : INFO : Epoch 1897 | loss: 0.0310369 | val_loss: 0.0311469 | Time: 2787.09 ms [2021-07-05 09:20:48 main:574] : INFO : Epoch 1898 | loss: 0.0310459 | val_loss: 0.0311486 | Time: 2800.39 ms [2021-07-05 09:20:50 main:574] : INFO : Epoch 1899 | loss: 0.0310504 | val_loss: 0.0311597 | Time: 2794.66 ms [2021-07-05 09:20:53 main:574] : INFO : Epoch 1900 | loss: 0.0310458 | val_loss: 0.0311428 | Time: 2800.62 ms [2021-07-05 09:20:56 main:574] : INFO : Epoch 1901 | loss: 0.0310403 | val_loss: 0.03115 | Time: 2827.04 ms [2021-07-05 09:20:59 main:574] : INFO : Epoch 1902 | loss: 0.0310407 | val_loss: 0.0311379 | Time: 2748.59 ms [2021-07-05 09:21:02 main:574] : INFO : Epoch 1903 | loss: 0.0310881 | val_loss: 0.031144 | Time: 2880.68 ms [2021-07-05 09:21:05 main:574] : INFO : Epoch 1904 | loss: 0.0311074 | val_loss: 0.0311247 | Time: 2838.92 ms [2021-07-05 09:21:07 main:574] : INFO : Epoch 1905 | loss: 0.0310902 | val_loss: 0.0311331 | Time: 2843.66 ms [2021-07-05 09:21:10 main:574] : INFO : Epoch 1906 | loss: 0.0310815 | val_loss: 0.0311252 | Time: 2803.43 ms [2021-07-05 09:21:13 main:574] : INFO : Epoch 1907 | loss: 0.031074 | val_loss: 0.0311264 | Time: 2815.26 ms [2021-07-05 09:21:16 main:574] : INFO : Epoch 1908 | loss: 0.031067 | val_loss: 0.0311223 | Time: 2817.04 ms [2021-07-05 09:21:19 main:574] : INFO : Epoch 1909 | loss: 0.0310632 | val_loss: 0.031133 | Time: 2820.42 ms [2021-07-05 09:21:21 main:574] : INFO : Epoch 1910 | loss: 0.031055 | val_loss: 0.0311258 | Time: 2783.34 ms [2021-07-05 09:21:24 main:574] : INFO : Epoch 1911 | loss: 0.0310506 | val_loss: 0.0311336 | Time: 2822.78 ms [2021-07-05 09:21:27 main:574] : INFO : Epoch 1912 | loss: 0.031051 | val_loss: 0.0311381 | Time: 2845.88 ms [2021-07-05 09:21:30 main:574] : INFO : Epoch 1913 | loss: 0.0310557 | val_loss: 0.0311373 | Time: 2833.54 ms [2021-07-05 09:21:33 main:574] : INFO : Epoch 1914 | loss: 0.0310596 | val_loss: 0.0311363 | Time: 2801.12 ms [2021-07-05 09:21:36 main:574] : INFO : Epoch 1915 | loss: 0.0310479 | val_loss: 0.0311413 | Time: 2823.2 ms [2021-07-05 09:21:38 main:574] : INFO : Epoch 1916 | loss: 0.0310486 | val_loss: 0.0311481 | Time: 2801.09 ms [2021-07-05 09:21:41 main:574] : INFO : Epoch 1917 | loss: 0.0310478 | val_loss: 0.0311333 | Time: 2802.26 ms [2021-07-05 09:21:44 main:574] : INFO : Epoch 1918 | loss: 0.0310478 | val_loss: 0.0311437 | Time: 2753.31 ms [2021-07-05 09:21:47 main:574] : INFO : Epoch 1919 | loss: 0.0310428 | val_loss: 0.0311434 | Time: 2869.4 ms [2021-07-05 09:21:50 main:574] : INFO : Epoch 1920 | loss: 0.0310409 | val_loss: 0.0311426 | Time: 2809.79 ms [2021-07-05 09:21:53 main:574] : INFO : Epoch 1921 | loss: 0.0310393 | val_loss: 0.0311494 | Time: 2834.36 ms [2021-07-05 09:21:55 main:574] : INFO : Epoch 1922 | loss: 0.0310398 | val_loss: 0.0311445 | Time: 2809.62 ms [2021-07-05 09:21:58 main:574] : INFO : Epoch 1923 | loss: 0.0310439 | val_loss: 0.031139 | Time: 2849.01 ms [2021-07-05 09:22:01 main:574] : INFO : Epoch 1924 | loss: 0.0310404 | val_loss: 0.0311516 | Time: 2824.75 ms [2021-07-05 09:22:04 main:574] : INFO : Epoch 1925 | loss: 0.0310448 | val_loss: 0.0311409 | Time: 2803.79 ms [2021-07-05 09:22:07 main:574] : INFO : Epoch 1926 | loss: 0.0310426 | val_loss: 0.0311443 | Time: 2841.25 ms [2021-07-05 09:22:10 main:574] : INFO : Epoch 1927 | loss: 0.0310377 | val_loss: 0.031142 | Time: 2811.85 ms [2021-07-05 09:22:12 main:574] : INFO : Epoch 1928 | loss: 0.0310363 | val_loss: 0.0311563 | Time: 2806.35 ms [2021-07-05 09:22:15 main:574] : INFO : Epoch 1929 | loss: 0.0310373 | val_loss: 0.0311533 | Time: 2819.18 ms [2021-07-05 09:22:18 main:574] : INFO : Epoch 1930 | loss: 0.0310387 | val_loss: 0.0311504 | Time: 2813.7 ms [2021-07-05 09:22:21 main:574] : INFO : Epoch 1931 | loss: 0.0310325 | val_loss: 0.0311588 | Time: 2807.39 ms [2021-07-05 09:22:24 main:574] : INFO : Epoch 1932 | loss: 0.0310345 | val_loss: 0.0311523 | Time: 2805.33 ms [2021-07-05 09:22:26 main:574] : INFO : Epoch 1933 | loss: 0.0310322 | val_loss: 0.0311567 | Time: 2849.38 ms [2021-07-05 09:22:29 main:574] : INFO : Epoch 1934 | loss: 0.0310353 | val_loss: 0.0311553 | Time: 2817.53 ms [2021-07-05 09:22:32 main:574] : INFO : Epoch 1935 | loss: 0.0310381 | val_loss: 0.0311575 | Time: 2817.55 ms [2021-07-05 09:22:35 main:574] : INFO : Epoch 1936 | loss: 0.0310425 | val_loss: 0.0311481 | Time: 2845.72 ms [2021-07-05 09:22:38 main:574] : INFO : Epoch 1937 | loss: 0.0310414 | val_loss: 0.0311487 | Time: 2839.03 ms [2021-07-05 09:22:41 main:574] : INFO : Epoch 1938 | loss: 0.0310389 | val_loss: 0.0311469 | Time: 2794.7 ms [2021-07-05 09:22:44 main:574] : INFO : Epoch 1939 | loss: 0.0310432 | val_loss: 0.0311506 | Time: 2810.48 ms [2021-07-05 09:22:46 main:574] : INFO : Epoch 1940 | loss: 0.031048 | val_loss: 0.0311375 | Time: 2801.28 ms [2021-07-05 09:22:49 main:574] : INFO : Epoch 1941 | loss: 0.0310416 | val_loss: 0.0311464 | Time: 2778.23 ms [2021-07-05 09:22:52 main:574] : INFO : Epoch 1942 | loss: 0.0310401 | val_loss: 0.0311558 | Time: 2827.09 ms [2021-07-05 09:22:55 main:574] : INFO : Epoch 1943 | loss: 0.0310351 | val_loss: 0.0311478 | Time: 2823.59 ms [2021-07-05 09:22:58 main:574] : INFO : Epoch 1944 | loss: 0.0310354 | val_loss: 0.0311366 | Time: 2772.52 ms [2021-07-05 09:23:00 main:574] : INFO : Epoch 1945 | loss: 0.0310338 | val_loss: 0.031148 | Time: 2828.81 ms [2021-07-05 09:23:03 main:574] : INFO : Epoch 1946 | loss: 0.031033 | val_loss: 0.0311532 | Time: 2806.47 ms [2021-07-05 09:23:06 main:574] : INFO : Epoch 1947 | loss: 0.0310325 | val_loss: 0.0311576 | Time: 2757.27 ms [2021-07-05 09:23:09 main:574] : INFO : Epoch 1948 | loss: 0.0310286 | val_loss: 0.0311402 | Time: 2746.42 ms [2021-07-05 09:23:11 main:574] : INFO : Epoch 1949 | loss: 0.0310326 | val_loss: 0.0311547 | Time: 2740.51 ms [2021-07-05 09:23:14 main:574] : INFO : Epoch 1950 | loss: 0.0310365 | val_loss: 0.0311417 | Time: 2821.04 ms [2021-07-05 09:23:17 main:574] : INFO : Epoch 1951 | loss: 0.0310448 | val_loss: 0.0311423 | Time: 2817.25 ms [2021-07-05 09:23:20 main:574] : INFO : Epoch 1952 | loss: 0.0310441 | val_loss: 0.0311506 | Time: 2785.88 ms [2021-07-05 09:23:23 main:574] : INFO : Epoch 1953 | loss: 0.0310369 | val_loss: 0.0311592 | Time: 2832.66 ms [2021-07-05 09:23:26 main:574] : INFO : Epoch 1954 | loss: 0.0310377 | val_loss: 0.0311416 | Time: 2811.36 ms [2021-07-05 09:23:28 main:574] : INFO : Epoch 1955 | loss: 0.0310391 | val_loss: 0.0311435 | Time: 2787.31 ms [2021-07-05 09:23:31 main:574] : INFO : Epoch 1956 | loss: 0.0310367 | val_loss: 0.0311576 | Time: 2793.61 ms [2021-07-05 09:23:34 main:574] : INFO : Epoch 1957 | loss: 0.0310395 | val_loss: 0.0311408 | Time: 2863.45 ms [2021-07-05 09:23:37 main:574] : INFO : Epoch 1958 | loss: 0.0310414 | val_loss: 0.0311415 | Time: 2820.73 ms [2021-07-05 09:23:40 main:574] : INFO : Epoch 1959 | loss: 0.0310439 | val_loss: 0.031153 | Time: 2840.39 ms [2021-07-05 09:23:42 main:574] : INFO : Epoch 1960 | loss: 0.0310422 | val_loss: 0.0311563 | Time: 2766.15 ms [2021-07-05 09:23:45 main:574] : INFO : Epoch 1961 | loss: 0.0310392 | val_loss: 0.0311503 | Time: 2847.6 ms [2021-07-05 09:23:48 main:574] : INFO : Epoch 1962 | loss: 0.0310414 | val_loss: 0.0311401 | Time: 2815.21 ms [2021-07-05 09:23:51 main:574] : INFO : Epoch 1963 | loss: 0.0310416 | val_loss: 0.0311433 | Time: 2841.07 ms [2021-07-05 09:23:54 main:574] : INFO : Epoch 1964 | loss: 0.0310409 | val_loss: 0.0311417 | Time: 2813 ms [2021-07-05 09:23:57 main:574] : INFO : Epoch 1965 | loss: 0.0310315 | val_loss: 0.0311407 | Time: 2837.7 ms [2021-07-05 09:23:59 main:574] : INFO : Epoch 1966 | loss: 0.0310333 | val_loss: 0.0311542 | Time: 2781.25 ms [2021-07-05 09:24:02 main:574] : INFO : Epoch 1967 | loss: 0.0310332 | val_loss: 0.031156 | Time: 2789.14 ms [2021-07-05 09:24:05 main:574] : INFO : Epoch 1968 | loss: 0.0310461 | val_loss: 0.0311301 | Time: 2795.52 ms [2021-07-05 09:24:08 main:574] : INFO : Epoch 1969 | loss: 0.0310459 | val_loss: 0.0311507 | Time: 2825.31 ms [2021-07-05 09:24:11 main:574] : INFO : Epoch 1970 | loss: 0.0310452 | val_loss: 0.0311446 | Time: 2821.05 ms [2021-07-05 09:24:14 main:574] : INFO : Epoch 1971 | loss: 0.0310443 | val_loss: 0.0311439 | Time: 2837.06 ms [2021-07-05 09:24:16 main:574] : INFO : Epoch 1972 | loss: 0.03104 | val_loss: 0.0311612 | Time: 2784.8 ms [2021-07-05 09:24:19 main:574] : INFO : Epoch 1973 | loss: 0.0310416 | val_loss: 0.0311545 | Time: 2850.55 ms [2021-07-05 09:24:22 main:574] : INFO : Epoch 1974 | loss: 0.0310356 | val_loss: 0.0311505 | Time: 2797.53 ms [2021-07-05 09:24:25 main:574] : INFO : Epoch 1975 | loss: 0.031037 | val_loss: 0.0311421 | Time: 2787.15 ms [2021-07-05 09:24:28 main:574] : INFO : Epoch 1976 | loss: 0.0310418 | val_loss: 0.0311386 | Time: 2811.8 ms [2021-07-05 09:24:30 main:574] : INFO : Epoch 1977 | loss: 0.0310388 | val_loss: 0.0311464 | Time: 2820.67 ms [2021-07-05 09:24:33 main:574] : INFO : Epoch 1978 | loss: 0.0310355 | val_loss: 0.0311494 | Time: 2790.44 ms [2021-07-05 09:24:36 main:574] : INFO : Epoch 1979 | loss: 0.0310334 | val_loss: 0.0311433 | Time: 2783.05 ms [2021-07-05 09:24:39 main:574] : INFO : Epoch 1980 | loss: 0.0310306 | val_loss: 0.0311579 | Time: 2806.53 ms [2021-07-05 09:24:42 main:574] : INFO : Epoch 1981 | loss: 0.0310309 | val_loss: 0.0311589 | Time: 2779.05 ms [2021-07-05 09:24:44 main:574] : INFO : Epoch 1982 | loss: 0.0310307 | val_loss: 0.0311447 | Time: 2788.19 ms [2021-07-05 09:24:47 main:574] : INFO : Epoch 1983 | loss: 0.0310323 | val_loss: 0.0311401 | Time: 2830.57 ms [2021-07-05 09:24:50 main:574] : INFO : Epoch 1984 | loss: 0.0310275 | val_loss: 0.0311469 | Time: 2763.51 ms [2021-07-05 09:24:53 main:574] : INFO : Epoch 1985 | loss: 0.0310263 | val_loss: 0.0311541 | Time: 2830.85 ms [2021-07-05 09:24:56 main:574] : INFO : Epoch 1986 | loss: 0.031029 | val_loss: 0.0311408 | Time: 2785.36 ms [2021-07-05 09:24:58 main:574] : INFO : Epoch 1987 | loss: 0.0310409 | val_loss: 0.0311534 | Time: 2789.72 ms [2021-07-05 09:25:01 main:574] : INFO : Epoch 1988 | loss: 0.0310411 | val_loss: 0.0311547 | Time: 2742.35 ms [2021-07-05 09:25:04 main:574] : INFO : Epoch 1989 | loss: 0.0310357 | val_loss: 0.031153 | Time: 2816.43 ms [2021-07-05 09:25:07 main:574] : INFO : Epoch 1990 | loss: 0.0310353 | val_loss: 0.0311481 | Time: 2846.79 ms [2021-07-05 09:25:10 main:574] : INFO : Epoch 1991 | loss: 0.0310299 | val_loss: 0.0311472 | Time: 2830.57 ms [2021-07-05 09:25:12 main:574] : INFO : Epoch 1992 | loss: 0.0310287 | val_loss: 0.031145 | Time: 2786.49 ms [2021-07-05 09:25:15 main:574] : INFO : Epoch 1993 | loss: 0.0310263 | val_loss: 0.0311515 | Time: 2812.34 ms [2021-07-05 09:25:18 main:574] : INFO : Epoch 1994 | loss: 0.0310304 | val_loss: 0.0311614 | Time: 2774.49 ms [2021-07-05 09:25:21 main:574] : INFO : Epoch 1995 | loss: 0.0310368 | val_loss: 0.0311464 | Time: 2787.7 ms [2021-07-05 09:25:24 main:574] : INFO : Epoch 1996 | loss: 0.0310304 | val_loss: 0.0311546 | Time: 2809.1 ms [2021-07-05 09:25:26 main:574] : INFO : Epoch 1997 | loss: 0.0310308 | val_loss: 0.0311483 | Time: 2815.12 ms [2021-07-05 09:25:29 main:574] : INFO : Epoch 1998 | loss: 0.0310329 | val_loss: 0.0311601 | Time: 2799.98 ms [2021-07-05 09:25:32 main:574] : INFO : Epoch 1999 | loss: 0.0310323 | val_loss: 0.0311578 | Time: 2857.83 ms [2021-07-05 09:25:35 main:574] : INFO : Epoch 2000 | loss: 0.0310256 | val_loss: 0.0311512 | Time: 2793.85 ms [2021-07-05 09:25:38 main:574] : INFO : Epoch 2001 | loss: 0.031028 | val_loss: 0.0311503 | Time: 2791.91 ms [2021-07-05 09:25:41 main:574] : INFO : Epoch 2002 | loss: 0.031032 | val_loss: 0.0311444 | Time: 2789.71 ms [2021-07-05 09:25:43 main:574] : INFO : Epoch 2003 | loss: 0.0310291 | val_loss: 0.0311587 | Time: 2805.95 ms [2021-07-05 09:25:46 main:574] : INFO : Epoch 2004 | loss: 0.0310283 | val_loss: 0.0311449 | Time: 2789.6 ms [2021-07-05 09:25:49 main:574] : INFO : Epoch 2005 | loss: 0.0310303 | val_loss: 0.0311483 | Time: 2773.27 ms [2021-07-05 09:25:52 main:574] : INFO : Epoch 2006 | loss: 0.0310428 | val_loss: 0.0311393 | Time: 2842.24 ms [2021-07-05 09:25:55 main:574] : INFO : Epoch 2007 | loss: 0.0310685 | val_loss: 0.0311336 | Time: 2781.07 ms [2021-07-05 09:25:57 main:574] : INFO : Epoch 2008 | loss: 0.0310557 | val_loss: 0.0311448 | Time: 2802.86 ms [2021-07-05 09:26:00 main:574] : INFO : Epoch 2009 | loss: 0.0310489 | val_loss: 0.0311431 | Time: 2843.21 ms [2021-07-05 09:26:03 main:574] : INFO : Epoch 2010 | loss: 0.0310407 | val_loss: 0.0311434 | Time: 2793.34 ms [2021-07-05 09:26:06 main:574] : INFO : Epoch 2011 | loss: 0.031036 | val_loss: 0.0311492 | Time: 2724.73 ms [2021-07-05 09:26:08 main:574] : INFO : Epoch 2012 | loss: 0.0310353 | val_loss: 0.0311407 | Time: 2695.03 ms [2021-07-05 09:26:11 main:574] : INFO : Epoch 2013 | loss: 0.03104 | val_loss: 0.0311313 | Time: 2834.54 ms [2021-07-05 09:26:14 main:574] : INFO : Epoch 2014 | loss: 0.0310379 | val_loss: 0.0311453 | Time: 2772.24 ms [2021-07-05 09:26:17 main:574] : INFO : Epoch 2015 | loss: 0.0310379 | val_loss: 0.0311548 | Time: 2813.44 ms [2021-07-05 09:26:20 main:574] : INFO : Epoch 2016 | loss: 0.0310317 | val_loss: 0.0311473 | Time: 2806.4 ms [2021-07-05 09:26:22 main:574] : INFO : Epoch 2017 | loss: 0.0310463 | val_loss: 0.0311569 | Time: 2809.01 ms [2021-07-05 09:26:25 main:574] : INFO : Epoch 2018 | loss: 0.0310495 | val_loss: 0.0311576 | Time: 2763.04 ms [2021-07-05 09:26:28 main:574] : INFO : Epoch 2019 | loss: 0.0310471 | val_loss: 0.0311514 | Time: 2786.21 ms [2021-07-05 09:26:31 main:574] : INFO : Epoch 2020 | loss: 0.031033 | val_loss: 0.0311532 | Time: 2800.97 ms [2021-07-05 09:26:34 main:574] : INFO : Epoch 2021 | loss: 0.0310299 | val_loss: 0.031155 | Time: 2822.52 ms [2021-07-05 09:26:37 main:574] : INFO : Epoch 2022 | loss: 0.0310325 | val_loss: 0.0311464 | Time: 2852.35 ms [2021-07-05 09:26:39 main:574] : INFO : Epoch 2023 | loss: 0.0310273 | val_loss: 0.0311451 | Time: 2790.75 ms [2021-07-05 09:26:42 main:574] : INFO : Epoch 2024 | loss: 0.0310272 | val_loss: 0.0311447 | Time: 2791.9 ms [2021-07-05 09:26:45 main:574] : INFO : Epoch 2025 | loss: 0.0310337 | val_loss: 0.0311478 | Time: 2750.36 ms [2021-07-05 09:26:48 main:574] : INFO : Epoch 2026 | loss: 0.0310309 | val_loss: 0.0311493 | Time: 2787.41 ms [2021-07-05 09:26:51 main:574] : INFO : Epoch 2027 | loss: 0.0310311 | val_loss: 0.0311439 | Time: 2813.22 ms [2021-07-05 09:26:53 main:574] : INFO : Epoch 2028 | loss: 0.0310298 | val_loss: 0.031154 | Time: 2810.2 ms [2021-07-05 09:26:56 main:574] : INFO : Epoch 2029 | loss: 0.031028 | val_loss: 0.0311449 | Time: 2790.52 ms [2021-07-05 09:26:59 main:574] : INFO : Epoch 2030 | loss: 0.0310256 | val_loss: 0.031156 | Time: 2790.68 ms [2021-07-05 09:27:02 main:574] : INFO : Epoch 2031 | loss: 0.0310247 | val_loss: 0.0311512 | Time: 2812.44 ms [2021-07-05 09:27:05 main:574] : INFO : Epoch 2032 | loss: 0.031024 | val_loss: 0.0311624 | Time: 2807.17 ms [2021-07-05 09:27:07 main:574] : INFO : Epoch 2033 | loss: 0.0310259 | val_loss: 0.0311498 | Time: 2835.83 ms [2021-07-05 09:27:10 main:574] : INFO : Epoch 2034 | loss: 0.0310201 | val_loss: 0.03115 | Time: 2802.52 ms [2021-07-05 09:27:13 main:574] : INFO : Epoch 2035 | loss: 0.0310266 | val_loss: 0.0311531 | Time: 2839.41 ms [2021-07-05 09:27:16 main:574] : INFO : Epoch 2036 | loss: 0.0310251 | val_loss: 0.0311526 | Time: 2808.27 ms [2021-07-05 09:27:19 main:574] : INFO : Epoch 2037 | loss: 0.0310252 | val_loss: 0.0311691 | Time: 2822.28 ms [2021-07-05 09:27:21 main:574] : INFO : Epoch 2038 | loss: 0.0310279 | val_loss: 0.0311472 | Time: 2758.64 ms [2021-07-05 09:27:24 main:574] : INFO : Epoch 2039 | loss: 0.0310242 | val_loss: 0.0311472 | Time: 2810.42 ms [2021-07-05 09:27:27 main:574] : INFO : Epoch 2040 | loss: 0.031031 | val_loss: 0.0311635 | Time: 2773.96 ms [2021-07-05 09:27:30 main:574] : INFO : Epoch 2041 | loss: 0.0310312 | val_loss: 0.0311464 | Time: 2735.85 ms [2021-07-05 09:27:33 main:574] : INFO : Epoch 2042 | loss: 0.0310249 | val_loss: 0.0311576 | Time: 2805.14 ms [2021-07-05 09:27:35 main:574] : INFO : Epoch 2043 | loss: 0.0310257 | val_loss: 0.0311447 | Time: 2835.24 ms [2021-07-05 09:27:38 main:574] : INFO : Epoch 2044 | loss: 0.031029 | val_loss: 0.0311565 | Time: 2772.33 ms [2021-07-05 09:27:41 main:574] : INFO : Epoch 2045 | loss: 0.0310403 | val_loss: 0.0311604 | Time: 2817.39 ms [2021-07-05 09:27:44 main:574] : INFO : Epoch 2046 | loss: 0.031033 | val_loss: 0.031153 | Time: 2809.41 ms [2021-07-05 09:27:47 main:574] : INFO : Epoch 2047 | loss: 0.0310285 | val_loss: 0.031153 | Time: 2831.68 ms [2021-07-05 09:27:49 main:574] : INFO : Epoch 2048 | loss: 0.0310239 | val_loss: 0.0311631 | Time: 2764.26 ms [2021-07-05 09:27:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311631 [2021-07-05 09:27:50 main:603] : INFO : Saving end state to config to file [2021-07-05 09:27:50 main:608] : INFO : Success, exiting.. 09:27:50 (12352): 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)