Task 5110955
| Name | ParityMachine-1619583818-19092-0_0 |
| Workunit | 3068629 |
| Created | 28 Apr 2021, 4:23:43 UTC |
| Sent | 3 May 2021, 23:15:18 UTC |
| Report deadline | 11 May 2021, 23:15:18 UTC |
| Received | 4 May 2021, 9:10:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 4 min 16 sec |
| CPU time | 1 hours 4 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> :53:14 main:581] : INFO : Epoch 1538 | loss: 0.0309428 | val_loss: 0.0313264 | Time: 1892.17 ms [2021-05-04 03:53:16 main:581] : INFO : Epoch 1539 | loss: 0.0309401 | val_loss: 0.0313283 | Time: 1891.39 ms [2021-05-04 03:53:18 main:581] : INFO : Epoch 1540 | loss: 0.0309439 | val_loss: 0.0313491 | Time: 1893.36 ms [2021-05-04 03:53:20 main:581] : INFO : Epoch 1541 | loss: 0.0309561 | val_loss: 0.0313494 | Time: 1888.04 ms [2021-05-04 03:53:22 main:581] : INFO : Epoch 1542 | loss: 0.030957 | val_loss: 0.0312997 | Time: 1882.64 ms [2021-05-04 03:53:24 main:581] : INFO : Epoch 1543 | loss: 0.0309484 | val_loss: 0.0312866 | Time: 1888.68 ms [2021-05-04 03:53:26 main:581] : INFO : Epoch 1544 | loss: 0.0309566 | val_loss: 0.0313272 | Time: 1896.12 ms [2021-05-04 03:53:28 main:581] : INFO : Epoch 1545 | loss: 0.0309417 | val_loss: 0.0313071 | Time: 1886.03 ms [2021-05-04 03:53:30 main:581] : INFO : Epoch 1546 | loss: 0.0309384 | val_loss: 0.0313491 | Time: 1882.19 ms [2021-05-04 03:53:31 main:581] : INFO : Epoch 1547 | loss: 0.0309504 | val_loss: 0.0312702 | Time: 1885.31 ms [2021-05-04 03:53:33 main:581] : INFO : Epoch 1548 | loss: 0.0309588 | val_loss: 0.0313433 | Time: 1896.88 ms [2021-05-04 03:53:35 main:581] : INFO : Epoch 1549 | loss: 0.0309484 | val_loss: 0.031333 | Time: 1889.11 ms [2021-05-04 03:53:37 main:581] : INFO : Epoch 1550 | loss: 0.031102 | val_loss: 0.0312239 | Time: 1887.17 ms [2021-05-04 03:53:39 main:581] : INFO : Epoch 1551 | loss: 0.0312045 | val_loss: 0.0311925 | Time: 1893.85 ms [2021-05-04 03:53:41 main:581] : INFO : Epoch 1552 | loss: 0.031176 | val_loss: 0.0311747 | Time: 1884.8 ms [2021-05-04 03:53:43 main:581] : INFO : Epoch 1553 | loss: 0.031164 | val_loss: 0.0311727 | Time: 1897.03 ms [2021-05-04 03:53:45 main:581] : INFO : Epoch 1554 | loss: 0.0311515 | val_loss: 0.0311669 | Time: 1886.22 ms [2021-05-04 03:53:47 main:581] : INFO : Epoch 1555 | loss: 0.0311432 | val_loss: 0.0311657 | Time: 1889.99 ms [2021-05-04 03:53:49 main:581] : INFO : Epoch 1556 | loss: 0.0311407 | val_loss: 0.0311654 | Time: 1896.43 ms [2021-05-04 03:53:50 main:581] : INFO : Epoch 1557 | loss: 0.0311367 | val_loss: 0.0311706 | Time: 1883.01 ms [2021-05-04 03:53:52 main:581] : INFO : Epoch 1558 | loss: 0.0311352 | val_loss: 0.0311627 | Time: 1893.96 ms [2021-05-04 03:53:54 main:581] : INFO : Epoch 1559 | loss: 0.0311329 | val_loss: 0.0311629 | Time: 1885.87 ms [2021-05-04 03:53:56 main:581] : INFO : Epoch 1560 | loss: 0.03113 | val_loss: 0.0311699 | Time: 1893.63 ms [2021-05-04 03:53:58 main:581] : INFO : Epoch 1561 | loss: 0.0311293 | val_loss: 0.0311696 | Time: 1887.67 ms [2021-05-04 03:54:00 main:581] : INFO : Epoch 1562 | loss: 0.0311268 | val_loss: 0.0311628 | Time: 1882.7 ms [2021-05-04 03:54:02 main:581] : INFO : Epoch 1563 | loss: 0.0311258 | val_loss: 0.0311728 | Time: 1894.71 ms [2021-05-04 03:54:04 main:581] : INFO : Epoch 1564 | loss: 0.0311304 | val_loss: 0.0311763 | Time: 1894.46 ms [2021-05-04 03:54:06 main:581] : INFO : Epoch 1565 | loss: 0.0311237 | val_loss: 0.0311684 | Time: 1887.29 ms [2021-05-04 03:54:07 main:581] : INFO : Epoch 1566 | loss: 0.0311198 | val_loss: 0.0311682 | Time: 1891.59 ms [2021-05-04 03:54:09 main:581] : INFO : Epoch 1567 | loss: 0.0311171 | val_loss: 0.0311736 | Time: 1875.17 ms [2021-05-04 03:54:11 main:581] : INFO : Epoch 1568 | loss: 0.0311158 | val_loss: 0.0311737 | Time: 1877.9 ms [2021-05-04 03:54:13 main:581] : INFO : Epoch 1569 | loss: 0.0311181 | val_loss: 0.0311738 | Time: 1876.7 ms [2021-05-04 03:54:15 main:581] : INFO : Epoch 1570 | loss: 0.0311153 | val_loss: 0.0311692 | Time: 1878.85 ms [2021-05-04 03:54:17 main:581] : INFO : Epoch 1571 | loss: 0.0311128 | val_loss: 0.0311683 | Time: 1881.84 ms [2021-05-04 03:54:19 main:581] : INFO : Epoch 1572 | loss: 0.0311128 | val_loss: 0.0311741 | Time: 1871.59 ms [2021-05-04 03:54:21 main:581] : INFO : Epoch 1573 | loss: 0.0311116 | val_loss: 0.0311734 | Time: 1863.44 ms [2021-05-04 03:54:22 main:581] : INFO : Epoch 1574 | loss: 0.0311099 | val_loss: 0.0311722 | Time: 1847.82 ms [2021-05-04 03:54:24 main:581] : INFO : Epoch 1575 | loss: 0.0311087 | val_loss: 0.0311723 | Time: 1878.33 ms [2021-05-04 03:54:26 main:581] : INFO : Epoch 1576 | loss: 0.0311095 | val_loss: 0.0311747 | Time: 1872.61 ms [2021-05-04 03:54:28 main:581] : INFO : Epoch 1577 | loss: 0.0311079 | val_loss: 0.0311751 | Time: 1875.54 ms [2021-05-04 03:54:30 main:581] : INFO : Epoch 1578 | loss: 0.0311055 | val_loss: 0.0311817 | Time: 1885.7 ms [2021-05-04 03:54:32 main:581] : INFO : Epoch 1579 | loss: 0.0311041 | val_loss: 0.0311719 | Time: 1875.93 ms [2021-05-04 03:54:34 main:581] : INFO : Epoch 1580 | loss: 0.0311008 | val_loss: 0.0311792 | Time: 1876.46 ms [2021-05-04 03:54:36 main:581] : INFO : Epoch 1581 | loss: 0.0311014 | val_loss: 0.0311727 | Time: 1881.61 ms [2021-05-04 03:54:37 main:581] : INFO : Epoch 1582 | loss: 0.0310994 | val_loss: 0.0311782 | Time: 1887.66 ms [2021-05-04 03:54:39 main:581] : INFO : Epoch 1583 | loss: 0.0310979 | val_loss: 0.0311769 | Time: 1878.22 ms [2021-05-04 03:54:41 main:581] : INFO : Epoch 1584 | loss: 0.0310969 | val_loss: 0.0311801 | Time: 1878.35 ms [2021-05-04 03:54:43 main:581] : INFO : Epoch 1585 | loss: 0.0310975 | val_loss: 0.0311787 | Time: 1882.68 ms [2021-05-04 03:54:45 main:581] : INFO : Epoch 1586 | loss: 0.0311006 | val_loss: 0.0311867 | Time: 1885.29 ms [2021-05-04 03:54:47 main:581] : INFO : Epoch 1587 | loss: 0.0310951 | val_loss: 0.0311772 | Time: 1888.55 ms [2021-05-04 03:54:49 main:581] : INFO : Epoch 1588 | loss: 0.0310946 | val_loss: 0.0311763 | Time: 1890.5 ms [2021-05-04 03:54:51 main:581] : INFO : Epoch 1589 | loss: 0.0310942 | val_loss: 0.031199 | Time: 1887.43 ms [2021-05-04 03:54:52 main:581] : INFO : Epoch 1590 | loss: 0.031092 | val_loss: 0.0311836 | Time: 1882.66 ms [2021-05-04 03:54:54 main:581] : INFO : Epoch 1591 | loss: 0.0310908 | val_loss: 0.0311822 | Time: 1874.07 ms [2021-05-04 03:54:56 main:581] : INFO : Epoch 1592 | loss: 0.031091 | val_loss: 0.0311815 | Time: 1875.46 ms [2021-05-04 03:54:58 main:581] : INFO : Epoch 1593 | loss: 0.0310886 | val_loss: 0.0311996 | Time: 1879.83 ms [2021-05-04 03:55:00 main:581] : INFO : Epoch 1594 | loss: 0.0310885 | val_loss: 0.0311886 | Time: 1880.96 ms [2021-05-04 03:55:02 main:581] : INFO : Epoch 1595 | loss: 0.0310853 | val_loss: 0.0311864 | Time: 1873.47 ms [2021-05-04 03:55:04 main:581] : INFO : Epoch 1596 | loss: 0.0310873 | val_loss: 0.0311841 | Time: 1876.21 ms [2021-05-04 03:55:06 main:581] : INFO : Epoch 1597 | loss: 0.0310859 | val_loss: 0.0311894 | Time: 1873.75 ms [2021-05-04 03:55:07 main:581] : INFO : Epoch 1598 | loss: 0.0310847 | val_loss: 0.0311785 | Time: 1864.25 ms [2021-05-04 03:55:09 main:581] : INFO : Epoch 1599 | loss: 0.0310848 | val_loss: 0.0311886 | Time: 1874.55 ms [2021-05-04 03:55:11 main:581] : INFO : Epoch 1600 | loss: 0.0310844 | val_loss: 0.0311869 | Time: 1877.55 ms [2021-05-04 03:55:13 main:581] : INFO : Epoch 1601 | loss: 0.0310847 | val_loss: 0.0311898 | Time: 1876.71 ms [2021-05-04 03:55:15 main:581] : INFO : Epoch 1602 | loss: 0.031081 | val_loss: 0.0311932 | Time: 1881.24 ms [2021-05-04 03:55:17 main:581] : INFO : Epoch 1603 | loss: 0.0310818 | val_loss: 0.0311796 | Time: 1879.86 ms [2021-05-04 03:55:19 main:581] : INFO : Epoch 1604 | loss: 0.031081 | val_loss: 0.0311943 | Time: 1876.47 ms [2021-05-04 03:55:21 main:581] : INFO : Epoch 1605 | loss: 0.0310841 | val_loss: 0.0311826 | Time: 1875.37 ms [2021-05-04 03:55:23 main:581] : INFO : Epoch 1606 | loss: 0.0310886 | val_loss: 0.0311929 | Time: 1882.22 ms [2021-05-04 03:55:24 main:581] : INFO : Epoch 1607 | loss: 0.0310915 | val_loss: 0.0311802 | Time: 1870.89 ms [2021-05-04 03:55:26 main:581] : INFO : Epoch 1608 | loss: 0.0310882 | val_loss: 0.0311945 | Time: 1876.97 ms [2021-05-04 03:55:28 main:581] : INFO : Epoch 1609 | loss: 0.0310828 | val_loss: 0.0311901 | Time: 1876.77 ms [2021-05-04 03:55:30 main:581] : INFO : Epoch 1610 | loss: 0.0310814 | val_loss: 0.0311851 | Time: 1884.64 ms [2021-05-04 03:55:32 main:581] : INFO : Epoch 1611 | loss: 0.0310823 | val_loss: 0.0311904 | Time: 1878 ms [2021-05-04 03:55:34 main:581] : INFO : Epoch 1612 | loss: 0.0310815 | val_loss: 0.0312035 | Time: 1876.22 ms [2021-05-04 03:55:36 main:581] : INFO : Epoch 1613 | loss: 0.0310857 | val_loss: 0.0312 | Time: 1878.05 ms [2021-05-04 03:55:38 main:581] : INFO : Epoch 1614 | loss: 0.031081 | val_loss: 0.0311847 | Time: 1882.52 ms [2021-05-04 03:55:39 main:581] : INFO : Epoch 1615 | loss: 0.0310774 | val_loss: 0.0312039 | Time: 1881.12 ms [2021-05-04 03:55:41 main:581] : INFO : Epoch 1616 | loss: 0.0310743 | val_loss: 0.0311912 | Time: 1876.39 ms [2021-05-04 03:55:43 main:581] : INFO : Epoch 1617 | loss: 0.0310741 | val_loss: 0.0311962 | Time: 1834.98 ms [2021-05-04 03:55:45 main:581] : INFO : Epoch 1618 | loss: 0.0310766 | val_loss: 0.0311927 | Time: 1862.61 ms [2021-05-04 03:55:47 main:581] : INFO : Epoch 1619 | loss: 0.031079 | val_loss: 0.0311852 | Time: 1869.58 ms [2021-05-04 03:55:49 main:581] : INFO : Epoch 1620 | loss: 0.0310747 | val_loss: 0.0312153 | Time: 1874.6 ms [2021-05-04 03:55:51 main:581] : INFO : Epoch 1621 | loss: 0.0310757 | val_loss: 0.031186 | Time: 1870.67 ms [2021-05-04 03:55:52 main:581] : INFO : Epoch 1622 | loss: 0.0310762 | val_loss: 0.031188 | Time: 1866.7 ms [2021-05-04 03:55:54 main:581] : INFO : Epoch 1623 | loss: 0.0310734 | val_loss: 0.0311934 | Time: 1871.92 ms [2021-05-04 03:55:56 main:581] : INFO : Epoch 1624 | loss: 0.0310808 | val_loss: 0.0311842 | Time: 1878.01 ms [2021-05-04 03:55:58 main:581] : INFO : Epoch 1625 | loss: 0.0310831 | val_loss: 0.031201 | Time: 1873.51 ms [2021-05-04 03:56:00 main:581] : INFO : Epoch 1626 | loss: 0.0310837 | val_loss: 0.031201 | Time: 1873.03 ms [2021-05-04 03:56:02 main:581] : INFO : Epoch 1627 | loss: 0.0310773 | val_loss: 0.0312012 | Time: 1880.37 ms [2021-05-04 03:56:04 main:581] : INFO : Epoch 1628 | loss: 0.0310773 | val_loss: 0.0311994 | Time: 1827.56 ms [2021-05-04 03:56:06 main:581] : INFO : Epoch 1629 | loss: 0.0310752 | val_loss: 0.0311915 | Time: 1877.72 ms [2021-05-04 03:56:07 main:581] : INFO : Epoch 1630 | loss: 0.0310706 | val_loss: 0.0312072 | Time: 1877.49 ms [2021-05-04 03:56:09 main:581] : INFO : Epoch 1631 | loss: 0.0310718 | val_loss: 0.0312053 | Time: 1883.55 ms [2021-05-04 03:56:11 main:581] : INFO : Epoch 1632 | loss: 0.0310704 | val_loss: 0.031197 | Time: 1874.73 ms [2021-05-04 03:56:13 main:581] : INFO : Epoch 1633 | loss: 0.0310744 | val_loss: 0.0311948 | Time: 1872.84 ms [2021-05-04 03:56:15 main:581] : INFO : Epoch 1634 | loss: 0.0310684 | val_loss: 0.0312001 | Time: 1876.02 ms [2021-05-04 03:56:17 main:581] : INFO : Epoch 1635 | loss: 0.0310711 | val_loss: 0.0311977 | Time: 1881.98 ms [2021-05-04 03:56:19 main:581] : INFO : Epoch 1636 | loss: 0.0310715 | val_loss: 0.0311957 | Time: 1873.57 ms [2021-05-04 03:56:21 main:581] : INFO : Epoch 1637 | loss: 0.0310818 | val_loss: 0.0311915 | Time: 1873.69 ms [2021-05-04 03:56:22 main:581] : INFO : Epoch 1638 | loss: 0.0310822 | val_loss: 0.0312053 | Time: 1876.88 ms [2021-05-04 03:56:24 main:581] : INFO : Epoch 1639 | loss: 0.0310708 | val_loss: 0.0311879 | Time: 1882.7 ms [2021-05-04 03:56:26 main:581] : INFO : Epoch 1640 | loss: 0.0310722 | val_loss: 0.0312027 | Time: 1874.86 ms [2021-05-04 03:56:28 main:581] : INFO : Epoch 1641 | loss: 0.0310683 | val_loss: 0.0311894 | Time: 1874.02 ms [2021-05-04 03:56:30 main:581] : INFO : Epoch 1642 | loss: 0.0310685 | val_loss: 0.0312012 | Time: 1876.91 ms [2021-05-04 03:56:32 main:581] : INFO : Epoch 1643 | loss: 0.0310694 | val_loss: 0.0312203 | Time: 1886.23 ms [2021-05-04 03:56:34 main:581] : INFO : Epoch 1644 | loss: 0.0310668 | val_loss: 0.0311885 | Time: 1874.96 ms [2021-05-04 03:56:36 main:581] : INFO : Epoch 1645 | loss: 0.0310651 | val_loss: 0.0312013 | Time: 1871.52 ms [2021-05-04 03:56:37 main:581] : INFO : Epoch 1646 | loss: 0.0310654 | val_loss: 0.0312003 | Time: 1876.4 ms [2021-05-04 03:56:39 main:581] : INFO : Epoch 1647 | loss: 0.031067 | val_loss: 0.0311857 | Time: 1875.67 ms [2021-05-04 03:56:41 main:581] : INFO : Epoch 1648 | loss: 0.0310656 | val_loss: 0.0312068 | Time: 1882.06 ms [2021-05-04 03:56:43 main:581] : INFO : Epoch 1649 | loss: 0.0310688 | val_loss: 0.0311967 | Time: 1874.67 ms [2021-05-04 03:56:45 main:581] : INFO : Epoch 1650 | loss: 0.0310699 | val_loss: 0.0311994 | Time: 1872.62 ms [2021-05-04 03:56:47 main:581] : INFO : Epoch 1651 | loss: 0.0310692 | val_loss: 0.0312033 | Time: 1874.42 ms [2021-05-04 03:56:49 main:581] : INFO : Epoch 1652 | loss: 0.0310761 | val_loss: 0.0312065 | Time: 1883.61 ms [2021-05-04 03:56:51 main:581] : INFO : Epoch 1653 | loss: 0.0310725 | val_loss: 0.0312078 | Time: 1867.15 ms [2021-05-04 03:56:52 main:581] : INFO : Epoch 1654 | loss: 0.0310837 | val_loss: 0.0311752 | Time: 1886.75 ms [2021-05-04 03:56:54 main:581] : INFO : Epoch 1655 | loss: 0.0310909 | val_loss: 0.0312017 | Time: 1878.87 ms [2021-05-04 03:56:56 main:581] : INFO : Epoch 1656 | loss: 0.0310826 | val_loss: 0.0312093 | Time: 1885.51 ms [2021-05-04 03:56:58 main:581] : INFO : Epoch 1657 | loss: 0.0310729 | val_loss: 0.0311894 | Time: 1889.22 ms [2021-05-04 03:57:00 main:581] : INFO : Epoch 1658 | loss: 0.0310663 | val_loss: 0.0311898 | Time: 1878.35 ms [2021-05-04 03:57:02 main:581] : INFO : Epoch 1659 | loss: 0.0310695 | val_loss: 0.0312117 | Time: 1876.5 ms [2021-05-04 03:57:04 main:581] : INFO : Epoch 1660 | loss: 0.0310633 | val_loss: 0.0311912 | Time: 1885.58 ms [2021-05-04 03:57:06 main:581] : INFO : Epoch 1661 | loss: 0.031066 | val_loss: 0.0312024 | Time: 1889.1 ms [2021-05-04 03:57:08 main:581] : INFO : Epoch 1662 | loss: 0.0310643 | val_loss: 0.0311875 | Time: 1879.38 ms [2021-05-04 03:57:09 main:581] : INFO : Epoch 1663 | loss: 0.0310676 | val_loss: 0.0312144 | Time: 1886.87 ms [2021-05-04 03:57:11 main:581] : INFO : Epoch 1664 | loss: 0.0310642 | val_loss: 0.0312046 | Time: 1882.68 ms [2021-05-04 03:57:13 main:581] : INFO : Epoch 1665 | loss: 0.0310642 | val_loss: 0.0311817 | Time: 1873.8 ms [2021-05-04 03:57:15 main:581] : INFO : Epoch 1666 | loss: 0.0310681 | val_loss: 0.0312017 | Time: 1884.92 ms [2021-05-04 03:57:17 main:581] : INFO : Epoch 1667 | loss: 0.0310623 | val_loss: 0.031199 | Time: 1875.56 ms [2021-05-04 03:57:19 main:581] : INFO : Epoch 1668 | loss: 0.0310649 | val_loss: 0.0312002 | Time: 1873.57 ms [2021-05-04 03:57:21 main:581] : INFO : Epoch 1669 | loss: 0.0310692 | val_loss: 0.0312198 | Time: 1871.69 ms [2021-05-04 03:57:23 main:581] : INFO : Epoch 1670 | loss: 0.0310817 | val_loss: 0.0311972 | Time: 1883.31 ms [2021-05-04 03:57:24 main:581] : INFO : Epoch 1671 | loss: 0.0310725 | val_loss: 0.0312073 | Time: 1884.7 ms [2021-05-04 03:57:26 main:581] : INFO : Epoch 1672 | loss: 0.0310605 | val_loss: 0.0312018 | Time: 1877.85 ms [2021-05-04 03:57:28 main:581] : INFO : Epoch 1673 | loss: 0.0310576 | val_loss: 0.031212 | Time: 1882.06 ms [2021-05-04 03:57:30 main:581] : INFO : Epoch 1674 | loss: 0.0310648 | val_loss: 0.0311893 | Time: 1888.52 ms [2021-05-04 03:57:32 main:581] : INFO : Epoch 1675 | loss: 0.0310677 | val_loss: 0.0312215 | Time: 1880.21 ms [2021-05-04 03:57:34 main:581] : INFO : Epoch 1676 | loss: 0.0310584 | val_loss: 0.0312154 | Time: 1877.81 ms [2021-05-04 03:57:36 main:581] : INFO : Epoch 1677 | loss: 0.0310546 | val_loss: 0.0312064 | Time: 1890.53 ms [2021-05-04 03:57:38 main:581] : INFO : Epoch 1678 | loss: 0.0310588 | val_loss: 0.0312045 | Time: 1882.44 ms [2021-05-04 03:57:40 main:581] : INFO : Epoch 1679 | loss: 0.0310575 | val_loss: 0.031202 | Time: 1875.81 ms [2021-05-04 03:57:41 main:581] : INFO : Epoch 1680 | loss: 0.0310632 | val_loss: 0.0311863 | Time: 1883.11 ms [2021-05-04 03:57:43 main:581] : INFO : Epoch 1681 | loss: 0.0310689 | val_loss: 0.0312097 | Time: 1891.38 ms [2021-05-04 03:57:45 main:581] : INFO : Epoch 1682 | loss: 0.0310662 | val_loss: 0.0312051 | Time: 1824.18 ms [2021-05-04 03:57:47 main:581] : INFO : Epoch 1683 | loss: 0.0310618 | val_loss: 0.0311966 | Time: 1874.53 ms [2021-05-04 03:57:49 main:581] : INFO : Epoch 1684 | loss: 0.0310621 | val_loss: 0.0312165 | Time: 1876.74 ms [2021-05-04 03:57:51 main:581] : INFO : Epoch 1685 | loss: 0.0310661 | val_loss: 0.0312071 | Time: 1883.29 ms [2021-05-04 03:57:53 main:581] : INFO : Epoch 1686 | loss: 0.0310619 | val_loss: 0.0312248 | Time: 1889.2 ms [2021-05-04 03:57:54 main:581] : INFO : Epoch 1687 | loss: 0.0310596 | val_loss: 0.031206 | Time: 1816.76 ms [2021-05-04 03:57:56 main:581] : INFO : Epoch 1688 | loss: 0.0310571 | val_loss: 0.0312093 | Time: 1879.96 ms [2021-05-04 03:57:58 main:581] : INFO : Epoch 1689 | loss: 0.0310582 | val_loss: 0.0312131 | Time: 1886.36 ms [2021-05-04 03:58:00 main:581] : INFO : Epoch 1690 | loss: 0.0310567 | val_loss: 0.0312152 | Time: 1892.86 ms [2021-05-04 03:58:02 main:581] : INFO : Epoch 1691 | loss: 0.0310524 | val_loss: 0.0312008 | Time: 1887.24 ms [2021-05-04 03:58:04 main:581] : INFO : Epoch 1692 | loss: 0.0310522 | val_loss: 0.0311942 | Time: 1885.17 ms [2021-05-04 03:58:06 main:581] : INFO : Epoch 1693 | loss: 0.031062 | val_loss: 0.0311996 | Time: 1891.17 ms [2021-05-04 03:58:08 main:581] : INFO : Epoch 1694 | loss: 0.0310645 | val_loss: 0.0312233 | Time: 1893.55 ms [2021-05-04 03:58:10 main:581] : INFO : Epoch 1695 | loss: 0.0310699 | val_loss: 0.0311918 | Time: 1885.39 ms [2021-05-04 03:58:11 main:581] : INFO : Epoch 1696 | loss: 0.0310611 | val_loss: 0.0312215 | Time: 1882.98 ms [2021-05-04 03:58:13 main:581] : INFO : Epoch 1697 | loss: 0.0310543 | val_loss: 0.0312249 | Time: 1882.79 ms [2021-05-04 03:58:15 main:581] : INFO : Epoch 1698 | loss: 0.0310511 | val_loss: 0.0312072 | Time: 1886.98 ms [2021-05-04 03:58:17 main:581] : INFO : Epoch 1699 | loss: 0.0310604 | val_loss: 0.0311963 | Time: 1891.65 ms [2021-05-04 03:58:19 main:581] : INFO : Epoch 1700 | loss: 0.0310614 | val_loss: 0.0312233 | Time: 1880.91 ms [2021-05-04 03:58:21 main:581] : INFO : Epoch 1701 | loss: 0.0310607 | val_loss: 0.0312209 | Time: 1882.2 ms [2021-05-04 03:58:23 main:581] : INFO : Epoch 1702 | loss: 0.0310659 | val_loss: 0.0312041 | Time: 1886.8 ms [2021-05-04 03:58:25 main:581] : INFO : Epoch 1703 | loss: 0.0310763 | val_loss: 0.0312184 | Time: 1890.82 ms [2021-05-04 03:58:27 main:581] : INFO : Epoch 1704 | loss: 0.0310607 | val_loss: 0.0311929 | Time: 1883.06 ms [2021-05-04 03:58:28 main:581] : INFO : Epoch 1705 | loss: 0.0310583 | val_loss: 0.0312111 | Time: 1884.3 ms [2021-05-04 03:58:30 main:581] : INFO : Epoch 1706 | loss: 0.031052 | val_loss: 0.0312136 | Time: 1892.7 ms [2021-05-04 03:58:32 main:581] : INFO : Epoch 1707 | loss: 0.0310526 | val_loss: 0.0311972 | Time: 1888.8 ms [2021-05-04 03:58:34 main:581] : INFO : Epoch 1708 | loss: 0.0310639 | val_loss: 0.0312059 | Time: 1884.49 ms [2021-05-04 03:58:36 main:581] : INFO : Epoch 1709 | loss: 0.031057 | val_loss: 0.0312031 | Time: 1887.65 ms [2021-05-04 03:58:38 main:581] : INFO : Epoch 1710 | loss: 0.0310587 | val_loss: 0.0312216 | Time: 1873.94 ms [2021-05-04 03:58:40 main:581] : INFO : Epoch 1711 | loss: 0.0310548 | val_loss: 0.031201 | Time: 1875.2 ms [2021-05-04 03:58:42 main:581] : INFO : Epoch 1712 | loss: 0.0310566 | val_loss: 0.0311895 | Time: 1878.2 ms [2021-05-04 03:58:43 main:581] : INFO : Epoch 1713 | loss: 0.0310553 | val_loss: 0.0311927 | Time: 1870.2 ms [2021-05-04 03:58:45 main:581] : INFO : Epoch 1714 | loss: 0.0310466 | val_loss: 0.031201 | Time: 1869.24 ms [2021-05-04 03:58:47 main:581] : INFO : Epoch 1715 | loss: 0.0310514 | val_loss: 0.0311955 | Time: 1873.71 ms [2021-05-04 03:58:49 main:581] : INFO : Epoch 1716 | loss: 0.031053 | val_loss: 0.0312042 | Time: 1883.5 ms [2021-05-04 03:58:51 main:581] : INFO : Epoch 1717 | loss: 0.0310571 | val_loss: 0.0311889 | Time: 1874.98 ms [2021-05-04 03:58:53 main:581] : INFO : Epoch 1718 | loss: 0.0310549 | val_loss: 0.0312093 | Time: 1874.88 ms [2021-05-04 03:58:55 main:581] : INFO : Epoch 1719 | loss: 0.0310466 | val_loss: 0.031209 | Time: 1877.85 ms [2021-05-04 03:58:57 main:581] : INFO : Epoch 1720 | loss: 0.0310471 | val_loss: 0.03122 | Time: 1884.41 ms [2021-05-04 03:58:58 main:581] : INFO : Epoch 1721 | loss: 0.0310528 | val_loss: 0.0312314 | Time: 1880.58 ms [2021-05-04 03:59:00 main:581] : INFO : Epoch 1722 | loss: 0.0310487 | val_loss: 0.0312459 | Time: 1878.4 ms [2021-05-04 03:59:02 main:581] : INFO : Epoch 1723 | loss: 0.031051 | val_loss: 0.0312259 | Time: 1885.02 ms [2021-05-04 03:59:04 main:581] : INFO : Epoch 1724 | loss: 0.0310486 | val_loss: 0.0312105 | Time: 1876.14 ms [2021-05-04 03:59:06 main:581] : INFO : Epoch 1725 | loss: 0.031048 | val_loss: 0.0312276 | Time: 1876.81 ms [2021-05-04 03:59:08 main:581] : INFO : Epoch 1726 | loss: 0.0310527 | val_loss: 0.0312229 | Time: 1878.22 ms [2021-05-04 03:59:10 main:581] : INFO : Epoch 1727 | loss: 0.0310541 | val_loss: 0.0311877 | Time: 1886.49 ms [2021-05-04 03:59:12 main:581] : INFO : Epoch 1728 | loss: 0.0310577 | val_loss: 0.0312144 | Time: 1876.34 ms [2021-05-04 03:59:14 main:581] : INFO : Epoch 1729 | loss: 0.0310487 | val_loss: 0.0312011 | Time: 1879.38 ms [2021-05-04 03:59:15 main:581] : INFO : Epoch 1730 | loss: 0.0310537 | val_loss: 0.0311897 | Time: 1871.69 ms [2021-05-04 03:59:17 main:581] : INFO : Epoch 1731 | loss: 0.0310556 | val_loss: 0.0312003 | Time: 1867.43 ms [2021-05-04 03:59:19 main:581] : INFO : Epoch 1732 | loss: 0.0310543 | val_loss: 0.0311968 | Time: 1873.14 ms [2021-05-04 03:59:21 main:581] : INFO : Epoch 1733 | loss: 0.0310571 | val_loss: 0.0312009 | Time: 1873.61 ms [2021-05-04 03:59:23 main:581] : INFO : Epoch 1734 | loss: 0.0310547 | val_loss: 0.0311997 | Time: 1881.7 ms [2021-05-04 03:59:25 main:581] : INFO : Epoch 1735 | loss: 0.0311042 | val_loss: 0.0311779 | Time: 1873.56 ms [2021-05-04 03:59:27 main:581] : INFO : Epoch 1736 | loss: 0.0310962 | val_loss: 0.0311991 | Time: 1870.37 ms [2021-05-04 03:59:29 main:581] : INFO : Epoch 1737 | loss: 0.0310752 | val_loss: 0.0311992 | Time: 1873.74 ms [2021-05-04 03:59:30 main:581] : INFO : Epoch 1738 | loss: 0.0310573 | val_loss: 0.0312025 | Time: 1865.52 ms [2021-05-04 03:59:32 main:581] : INFO : Epoch 1739 | loss: 0.0310521 | val_loss: 0.0311929 | Time: 1873.57 ms [2021-05-04 03:59:34 main:581] : INFO : Epoch 1740 | loss: 0.0310496 | val_loss: 0.0312224 | Time: 1873.03 ms [2021-05-04 03:59:36 main:581] : INFO : Epoch 1741 | loss: 0.0310472 | val_loss: 0.0312151 | Time: 1880.1 ms [2021-05-04 03:59:38 main:581] : INFO : Epoch 1742 | loss: 0.0310451 | val_loss: 0.0311952 | Time: 1883.67 ms [2021-05-04 03:59:40 main:581] : INFO : Epoch 1743 | loss: 0.0310408 | val_loss: 0.0312028 | Time: 1878.81 ms [2021-05-04 03:59:42 main:581] : INFO : Epoch 1744 | loss: 0.031045 | val_loss: 0.0312298 | Time: 1867.7 ms [2021-05-04 03:59:44 main:581] : INFO : Epoch 1745 | loss: 0.0310475 | val_loss: 0.0312177 | Time: 1869.89 ms [2021-05-04 03:59:45 main:581] : INFO : Epoch 1746 | loss: 0.0310393 | val_loss: 0.03122 | Time: 1877.45 ms [2021-05-04 03:59:47 main:581] : INFO : Epoch 1747 | loss: 0.0310531 | val_loss: 0.0311849 | Time: 1877.82 ms [2021-05-04 03:59:49 main:581] : INFO : Epoch 1748 | loss: 0.0310788 | val_loss: 0.0311999 | Time: 1879.34 ms [2021-05-04 03:59:51 main:581] : INFO : Epoch 1749 | loss: 0.0310728 | val_loss: 0.0311808 | Time: 1874.34 ms [2021-05-04 03:59:53 main:581] : INFO : Epoch 1750 | loss: 0.0310594 | val_loss: 0.0312174 | Time: 1875.29 ms [2021-05-04 03:59:55 main:581] : INFO : Epoch 1751 | loss: 0.0310539 | val_loss: 0.0312066 | Time: 1877.49 ms [2021-05-04 03:59:57 main:581] : INFO : Epoch 1752 | loss: 0.0310535 | val_loss: 0.0311953 | Time: 1879.41 ms [2021-05-04 03:59:59 main:581] : INFO : Epoch 1753 | loss: 0.0310569 | val_loss: 0.0312206 | Time: 1873.75 ms [2021-05-04 04:00:00 main:581] : INFO : Epoch 1754 | loss: 0.0310527 | val_loss: 0.0312123 | Time: 1876.62 ms [2021-05-04 04:00:02 main:581] : INFO : Epoch 1755 | loss: 0.031044 | val_loss: 0.0311993 | Time: 1879.79 ms [2021-05-04 04:00:04 main:581] : INFO : Epoch 1756 | loss: 0.0310529 | val_loss: 0.0311958 | Time: 1873.68 ms [2021-05-04 04:00:06 main:581] : INFO : Epoch 1757 | loss: 0.0310504 | val_loss: 0.0312093 | Time: 1876.54 ms [2021-05-04 04:00:08 main:581] : INFO : Epoch 1758 | loss: 0.0310423 | val_loss: 0.0312372 | Time: 1880.92 ms [2021-05-04 04:00:10 main:581] : INFO : Epoch 1759 | loss: 0.0310397 | val_loss: 0.0312171 | Time: 1871.57 ms [2021-05-04 04:00:12 main:581] : INFO : Epoch 1760 | loss: 0.0310447 | val_loss: 0.0311948 | Time: 1867.52 ms [2021-05-04 04:00:14 main:581] : INFO : Epoch 1761 | loss: 0.0310465 | val_loss: 0.0311973 | Time: 1866.01 ms [2021-05-04 04:00:15 main:581] : INFO : Epoch 1762 | loss: 0.0310389 | val_loss: 0.0312306 | Time: 1880.15 ms [2021-05-04 04:00:17 main:581] : INFO : Epoch 1763 | loss: 0.0310595 | val_loss: 0.0312073 | Time: 1876.12 ms [2021-05-04 04:00:19 main:581] : INFO : Epoch 1764 | loss: 0.0310496 | val_loss: 0.0312185 | Time: 1878.65 ms [2021-05-04 04:00:21 main:581] : INFO : Epoch 1765 | loss: 0.031048 | val_loss: 0.0312143 | Time: 1878.53 ms [2021-05-04 04:00:23 main:581] : INFO : Epoch 1766 | loss: 0.0310448 | val_loss: 0.0312175 | Time: 1888.2 ms [2021-05-04 04:00:25 main:581] : INFO : Epoch 1767 | loss: 0.0310529 | val_loss: 0.0312322 | Time: 1877.58 ms [2021-05-04 04:00:27 main:581] : INFO : Epoch 1768 | loss: 0.0310457 | val_loss: 0.0312133 | Time: 1881.01 ms [2021-05-04 04:00:29 main:581] : INFO : Epoch 1769 | loss: 0.031041 | val_loss: 0.0312407 | Time: 1891.33 ms [2021-05-04 04:00:30 main:581] : INFO : Epoch 1770 | loss: 0.0310426 | val_loss: 0.0312004 | Time: 1845.62 ms [2021-05-04 04:00:32 main:581] : INFO : Epoch 1771 | loss: 0.0310458 | val_loss: 0.0312201 | Time: 1823.02 ms [2021-05-04 04:00:34 main:581] : INFO : Epoch 1772 | loss: 0.0310406 | val_loss: 0.0312134 | Time: 1874.73 ms [2021-05-04 04:00:36 main:581] : INFO : Epoch 1773 | loss: 0.0310363 | val_loss: 0.0312193 | Time: 1876.02 ms [2021-05-04 04:00:38 main:581] : INFO : Epoch 1774 | loss: 0.0310352 | val_loss: 0.0312225 | Time: 1881.62 ms [2021-05-04 04:00:40 main:581] : INFO : Epoch 1775 | loss: 0.0310432 | val_loss: 0.0312312 | Time: 1884.12 ms [2021-05-04 04:00:42 main:581] : INFO : Epoch 1776 | loss: 0.0310507 | val_loss: 0.0312131 | Time: 1876.84 ms [2021-05-04 04:00:44 main:581] : INFO : Epoch 1777 | loss: 0.0310606 | val_loss: 0.0312394 | Time: 1881.07 ms [2021-05-04 04:00:45 main:581] : INFO : Epoch 1778 | loss: 0.0310489 | val_loss: 0.0311985 | Time: 1887.17 ms [2021-05-04 04:00:47 main:581] : INFO : Epoch 1779 | loss: 0.031046 | val_loss: 0.031204 | Time: 1878.65 ms [2021-05-04 04:00:49 main:581] : INFO : Epoch 1780 | loss: 0.0310441 | val_loss: 0.0311968 | Time: 1881.44 ms [2021-05-04 04:00:51 main:581] : INFO : Epoch 1781 | loss: 0.0310508 | val_loss: 0.031206 | Time: 1886.82 ms [2021-05-04 04:00:53 main:581] : INFO : Epoch 1782 | loss: 0.0310408 | val_loss: 0.0312087 | Time: 1879.66 ms [2021-05-04 04:00:55 main:581] : INFO : Epoch 1783 | loss: 0.0310352 | val_loss: 0.0312164 | Time: 1882.64 ms [2021-05-04 04:00:57 main:581] : INFO : Epoch 1784 | loss: 0.0310405 | val_loss: 0.031212 | Time: 1881.39 ms [2021-05-04 04:00:59 main:581] : INFO : Epoch 1785 | loss: 0.0310489 | val_loss: 0.0312247 | Time: 1884.69 ms [2021-05-04 04:01:00 main:581] : INFO : Epoch 1786 | loss: 0.031047 | val_loss: 0.0312148 | Time: 1875.96 ms [2021-05-04 04:01:02 main:581] : INFO : Epoch 1787 | loss: 0.0310417 | val_loss: 0.0312244 | Time: 1881.52 ms [2021-05-04 04:01:04 main:581] : INFO : Epoch 1788 | loss: 0.0310369 | val_loss: 0.0312291 | Time: 1883.93 ms [2021-05-04 04:01:06 main:581] : INFO : Epoch 1789 | loss: 0.0310427 | val_loss: 0.0312079 | Time: 1883.75 ms [2021-05-04 04:01:08 main:581] : INFO : Epoch 1790 | loss: 0.0310351 | val_loss: 0.031245 | Time: 1888.34 ms [2021-05-04 04:01:10 main:581] : INFO : Epoch 1791 | loss: 0.0310381 | val_loss: 0.0312531 | Time: 1879.94 ms [2021-05-04 04:01:12 main:581] : INFO : Epoch 1792 | loss: 0.031029 | val_loss: 0.0312466 | Time: 1877.26 ms [2021-05-04 04:01:14 main:581] : INFO : Epoch 1793 | loss: 0.0310299 | val_loss: 0.0312356 | Time: 1885.38 ms [2021-05-04 04:01:16 main:581] : INFO : Epoch 1794 | loss: 0.0310335 | val_loss: 0.0312252 | Time: 1876.12 ms [2021-05-04 04:01:17 main:581] : INFO : Epoch 1795 | loss: 0.0310388 | val_loss: 0.0312167 | Time: 1876.32 ms [2021-05-04 04:01:19 main:581] : INFO : Epoch 1796 | loss: 0.0310478 | val_loss: 0.0311877 | Time: 1892.51 ms [2021-05-04 04:01:21 main:581] : INFO : Epoch 1797 | loss: 0.0310515 | val_loss: 0.0312274 | Time: 1879.88 ms [2021-05-04 04:01:23 main:581] : INFO : Epoch 1798 | loss: 0.0310385 | val_loss: 0.0312303 | Time: 1883.85 ms [2021-05-04 04:01:25 main:581] : INFO : Epoch 1799 | loss: 0.0310313 | val_loss: 0.0312373 | Time: 1875.83 ms [2021-05-04 04:01:27 main:581] : INFO : Epoch 1800 | loss: 0.031031 | val_loss: 0.0312409 | Time: 1879.1 ms [2021-05-04 04:01:29 main:581] : INFO : Epoch 1801 | loss: 0.0310469 | val_loss: 0.0312052 | Time: 1884.98 ms [2021-05-04 04:01:31 main:581] : INFO : Epoch 1802 | loss: 0.0310579 | val_loss: 0.0312586 | Time: 1880.66 ms [2021-05-04 04:01:32 main:581] : INFO : Epoch 1803 | loss: 0.0310575 | val_loss: 0.0312301 | Time: 1882 ms [2021-05-04 04:01:34 main:581] : INFO : Epoch 1804 | loss: 0.0310499 | val_loss: 0.0312543 | Time: 1883.35 ms [2021-05-04 04:01:36 main:581] : INFO : Epoch 1805 | loss: 0.0310496 | val_loss: 0.0312231 | Time: 1876.79 ms [2021-05-04 04:01:38 main:581] : INFO : Epoch 1806 | loss: 0.0310624 | val_loss: 0.0312003 | Time: 1882.55 ms [2021-05-04 04:01:40 main:581] : INFO : Epoch 1807 | loss: 0.0310517 | val_loss: 0.0312212 | Time: 1882.95 ms [2021-05-04 04:01:42 main:581] : INFO : Epoch 1808 | loss: 0.0310474 | val_loss: 0.0312352 | Time: 1876.45 ms [2021-05-04 04:01:44 main:581] : INFO : Epoch 1809 | loss: 0.0310427 | val_loss: 0.0312393 | Time: 1875.25 ms [2021-05-04 04:01:46 main:581] : INFO : Epoch 1810 | loss: 0.0310456 | val_loss: 0.0312066 | Time: 1884.09 ms [2021-05-04 04:01:47 main:581] : INFO : Epoch 1811 | loss: 0.031043 | val_loss: 0.031194 | Time: 1871.82 ms [2021-05-04 04:01:49 main:581] : INFO : Epoch 1812 | loss: 0.0310745 | val_loss: 0.0312095 | Time: 1880.8 ms [2021-05-04 04:01:51 main:581] : INFO : Epoch 1813 | loss: 0.0310598 | val_loss: 0.0312235 | Time: 1879.1 ms [2021-05-04 04:01:53 main:581] : INFO : Epoch 1814 | loss: 0.0310638 | val_loss: 0.0312886 | Time: 1876.12 ms [2021-05-04 04:01:55 main:581] : INFO : Epoch 1815 | loss: 0.0311379 | val_loss: 0.0313367 | Time: 1879.93 ms [2021-05-04 04:01:57 main:581] : INFO : Epoch 1816 | loss: 0.031352 | val_loss: 0.0316547 | Time: 1879.62 ms [2021-05-04 04:01:59 main:581] : INFO : Epoch 1817 | loss: 0.0312942 | val_loss: 0.0312634 | Time: 1875.25 ms [2021-05-04 04:02:01 main:581] : INFO : Epoch 1818 | loss: 0.0310979 | val_loss: 0.0312088 | Time: 1876.84 ms [2021-05-04 04:02:03 main:581] : INFO : Epoch 1819 | loss: 0.0310576 | val_loss: 0.0312067 | Time: 1877.9 ms [2021-05-04 04:02:04 main:581] : INFO : Epoch 1820 | loss: 0.0310502 | val_loss: 0.0312102 | Time: 1881.77 ms [2021-05-04 04:02:06 main:581] : INFO : Epoch 1821 | loss: 0.0310488 | val_loss: 0.031232 | Time: 1877.96 ms [2021-05-04 04:02:08 main:581] : INFO : Epoch 1822 | loss: 0.0310432 | val_loss: 0.031223 | Time: 1876.43 ms [2021-05-04 04:02:10 main:581] : INFO : Epoch 1823 | loss: 0.0310456 | val_loss: 0.0312297 | Time: 1765.52 ms [2021-05-04 04:02:12 main:581] : INFO : Epoch 1824 | loss: 0.0310344 | val_loss: 0.0311919 | Time: 1891.08 ms [2021-05-04 04:02:14 main:581] : INFO : Epoch 1825 | loss: 0.031036 | val_loss: 0.0312381 | Time: 1892.22 ms [2021-05-04 04:02:16 main:581] : INFO : Epoch 1826 | loss: 0.0310311 | val_loss: 0.0312131 | Time: 1883.51 ms [2021-05-04 04:02:17 main:581] : INFO : Epoch 1827 | loss: 0.0310329 | val_loss: 0.0312339 | Time: 1884.26 ms [2021-05-04 04:02:19 main:581] : INFO : Epoch 1828 | loss: 0.0310391 | val_loss: 0.0312157 | Time: 1893.18 ms [2021-05-04 04:02:21 main:581] : INFO : Epoch 1829 | loss: 0.0310355 | val_loss: 0.0312188 | Time: 1884.54 ms [2021-05-04 04:02:23 main:581] : INFO : Epoch 1830 | loss: 0.0310407 | val_loss: 0.0312278 | Time: 1881.23 ms [2021-05-04 04:02:25 main:581] : INFO : Epoch 1831 | loss: 0.0310342 | val_loss: 0.0312346 | Time: 1882.65 ms [2021-05-04 04:02:27 main:581] : INFO : Epoch 1832 | loss: 0.0310327 | val_loss: 0.0312412 | Time: 1888.74 ms [2021-05-04 04:02:29 main:581] : INFO : Epoch 1833 | loss: 0.0310281 | val_loss: 0.0312355 | Time: 1892.72 ms [2021-05-04 04:02:31 main:581] : INFO : Epoch 1834 | loss: 0.0310475 | val_loss: 0.0312022 | Time: 1890.4 ms [2021-05-04 04:02:33 main:581] : INFO : Epoch 1835 | loss: 0.0310744 | val_loss: 0.0312178 | Time: 1886.87 ms [2021-05-04 04:02:34 main:581] : INFO : Epoch 1836 | loss: 0.0310536 | val_loss: 0.0312117 | Time: 1883.72 ms [2021-05-04 04:02:36 main:581] : INFO : Epoch 1837 | loss: 0.0310462 | val_loss: 0.0312232 | Time: 1885.02 ms [2021-05-04 04:02:38 main:581] : INFO : Epoch 1838 | loss: 0.0310379 | val_loss: 0.0312166 | Time: 1895.3 ms [2021-05-04 04:02:40 main:581] : INFO : Epoch 1839 | loss: 0.03105 | val_loss: 0.0312068 | Time: 1888.22 ms [2021-05-04 04:02:42 main:581] : INFO : Epoch 1840 | loss: 0.0310375 | val_loss: 0.0312211 | Time: 1883.62 ms [2021-05-04 04:02:44 main:581] : INFO : Epoch 1841 | loss: 0.0310353 | val_loss: 0.0312089 | Time: 1888.17 ms [2021-05-04 04:02:46 main:581] : INFO : Epoch 1842 | loss: 0.0310433 | val_loss: 0.0312272 | Time: 1892.39 ms [2021-05-04 04:02:48 main:581] : INFO : Epoch 1843 | loss: 0.031034 | val_loss: 0.0312176 | Time: 1886.99 ms [2021-05-04 04:02:50 main:581] : INFO : Epoch 1844 | loss: 0.0310375 | val_loss: 0.0312361 | Time: 1888.72 ms [2021-05-04 04:02:51 main:581] : INFO : Epoch 1845 | loss: 0.0310394 | val_loss: 0.0312563 | Time: 1893.51 ms [2021-05-04 04:02:53 main:581] : INFO : Epoch 1846 | loss: 0.031035 | val_loss: 0.0312404 | Time: 1886.35 ms [2021-05-04 04:02:55 main:581] : INFO : Epoch 1847 | loss: 0.0310285 | val_loss: 0.031243 | Time: 1885.41 ms [2021-05-04 04:02:57 main:581] : INFO : Epoch 1848 | loss: 0.0310322 | val_loss: 0.0312493 | Time: 1887.95 ms [2021-05-04 04:02:59 main:581] : INFO : Epoch 1849 | loss: 0.0310318 | val_loss: 0.0312229 | Time: 1896.29 ms [2021-05-04 04:03:01 main:581] : INFO : Epoch 1850 | loss: 0.0310284 | val_loss: 0.0312079 | Time: 1888.44 ms [2021-05-04 04:03:03 main:581] : INFO : Epoch 1851 | loss: 0.0310235 | val_loss: 0.0312458 | Time: 1888.74 ms [2021-05-04 04:03:05 main:581] : INFO : Epoch 1852 | loss: 0.0310264 | val_loss: 0.0312432 | Time: 1892.58 ms [2021-05-04 04:03:07 main:581] : INFO : Epoch 1853 | loss: 0.0310297 | val_loss: 0.0312161 | Time: 1883.2 ms [2021-05-04 04:03:08 main:581] : INFO : Epoch 1854 | loss: 0.031027 | val_loss: 0.0312507 | Time: 1883.24 ms [2021-05-04 04:03:10 main:581] : INFO : Epoch 1855 | loss: 0.0310336 | val_loss: 0.0312253 | Time: 1881.41 ms [2021-05-04 04:03:12 main:581] : INFO : Epoch 1856 | loss: 0.0310331 | val_loss: 0.0312354 | Time: 1884.6 ms [2021-05-04 04:03:14 main:581] : INFO : Epoch 1857 | loss: 0.0310342 | val_loss: 0.0312339 | Time: 1886.68 ms [2021-05-04 04:03:16 main:581] : INFO : Epoch 1858 | loss: 0.0310285 | val_loss: 0.031219 | Time: 1880.76 ms [2021-05-04 04:03:18 main:581] : INFO : Epoch 1859 | loss: 0.031032 | val_loss: 0.0312133 | Time: 1880.52 ms [2021-05-04 04:03:20 main:581] : INFO : Epoch 1860 | loss: 0.031038 | val_loss: 0.0312034 | Time: 1884.77 ms [2021-05-04 04:03:22 main:581] : INFO : Epoch 1861 | loss: 0.031038 | val_loss: 0.0312001 | Time: 1891.78 ms [2021-05-04 04:03:24 main:581] : INFO : Epoch 1862 | loss: 0.0310352 | val_loss: 0.0312294 | Time: 1885.85 ms [2021-05-04 04:03:25 main:581] : INFO : Epoch 1863 | loss: 0.0310396 | val_loss: 0.0312139 | Time: 1887.92 ms [2021-05-04 04:03:27 main:581] : INFO : Epoch 1864 | loss: 0.0310456 | val_loss: 0.0312107 | Time: 1892.69 ms [2021-05-04 04:03:29 main:581] : INFO : Epoch 1865 | loss: 0.0310447 | val_loss: 0.0312033 | Time: 1892.74 ms [2021-05-04 04:03:31 main:581] : INFO : Epoch 1866 | loss: 0.0310442 | val_loss: 0.031211 | Time: 1884.52 ms [2021-05-04 04:03:33 main:581] : INFO : Epoch 1867 | loss: 0.0310455 | val_loss: 0.0311985 | Time: 1888.63 ms [2021-05-04 04:03:35 main:581] : INFO : Epoch 1868 | loss: 0.0310416 | val_loss: 0.0312114 | Time: 1886.04 ms [2021-05-04 04:03:37 main:581] : INFO : Epoch 1869 | loss: 0.0310381 | val_loss: 0.0312125 | Time: 1880.72 ms [2021-05-04 04:03:39 main:581] : INFO : Epoch 1870 | loss: 0.0310393 | val_loss: 0.0312184 | Time: 1879.8 ms [2021-05-04 04:03:41 main:581] : INFO : Epoch 1871 | loss: 0.0310492 | val_loss: 0.0312235 | Time: 1883.6 ms [2021-05-04 04:03:42 main:581] : INFO : Epoch 1872 | loss: 0.0310401 | val_loss: 0.0312232 | Time: 1888.24 ms [2021-05-04 04:03:44 main:581] : INFO : Epoch 1873 | loss: 0.0310277 | val_loss: 0.0312407 | Time: 1882.53 ms [2021-05-04 04:03:46 main:581] : INFO : Epoch 1874 | loss: 0.0310305 | val_loss: 0.0312282 | Time: 1884.47 ms [2021-05-04 04:03:48 main:581] : INFO : Epoch 1875 | loss: 0.0310392 | val_loss: 0.0312233 | Time: 1886.3 ms [2021-05-04 04:03:50 main:581] : INFO : Epoch 1876 | loss: 0.031032 | val_loss: 0.0312291 | Time: 1879.17 ms [2021-05-04 04:03:52 main:581] : INFO : Epoch 1877 | loss: 0.0310343 | val_loss: 0.0312258 | Time: 1876.62 ms [2021-05-04 04:03:54 main:581] : INFO : Epoch 1878 | loss: 0.0310398 | val_loss: 0.0312069 | Time: 1879.94 ms [2021-05-04 04:03:56 main:581] : INFO : Epoch 1879 | loss: 0.0310306 | val_loss: 0.0312242 | Time: 1886.59 ms [2021-05-04 04:03:57 main:581] : INFO : Epoch 1880 | loss: 0.0310233 | val_loss: 0.0312531 | Time: 1877.1 ms [2021-05-04 04:03:59 main:581] : INFO : Epoch 1881 | loss: 0.0310404 | val_loss: 0.03124 | Time: 1882.32 ms [2021-05-04 04:04:01 main:581] : INFO : Epoch 1882 | loss: 0.0310306 | val_loss: 0.0312251 | Time: 1885.29 ms [2021-05-04 04:04:03 main:581] : INFO : Epoch 1883 | loss: 0.0310286 | val_loss: 0.0312119 | Time: 1876.04 ms [2021-05-04 04:04:05 main:581] : INFO : Epoch 1884 | loss: 0.0310259 | val_loss: 0.0312512 | Time: 1878.98 ms [2021-05-04 04:04:07 main:581] : INFO : Epoch 1885 | loss: 0.031025 | val_loss: 0.0312264 | Time: 1884.22 ms [2021-05-04 04:04:09 main:581] : INFO : Epoch 1886 | loss: 0.0310323 | val_loss: 0.0312137 | Time: 1885.04 ms [2021-05-04 04:04:11 main:581] : INFO : Epoch 1887 | loss: 0.0310416 | val_loss: 0.0312241 | Time: 1874.8 ms [2021-05-04 04:04:13 main:581] : INFO : Epoch 1888 | loss: 0.0310318 | val_loss: 0.0312396 | Time: 1877.78 ms [2021-05-04 04:04:14 main:581] : INFO : Epoch 1889 | loss: 0.0310328 | val_loss: 0.0312454 | Time: 1890.55 ms [2021-05-04 04:04:16 main:581] : INFO : Epoch 1890 | loss: 0.0310479 | val_loss: 0.031212 | Time: 1884.4 ms [2021-05-04 04:04:18 main:581] : INFO : Epoch 1891 | loss: 0.0310599 | val_loss: 0.0312216 | Time: 1880.04 ms [2021-05-04 04:04:20 main:581] : INFO : Epoch 1892 | loss: 0.0310352 | val_loss: 0.0312566 | Time: 1878.42 ms [2021-05-04 04:04:22 main:581] : INFO : Epoch 1893 | loss: 0.0310303 | val_loss: 0.0312124 | Time: 1884.08 ms [2021-05-04 04:04:24 main:581] : INFO : Epoch 1894 | loss: 0.0310328 | val_loss: 0.0312325 | Time: 1889.24 ms [2021-05-04 04:04:26 main:581] : INFO : Epoch 1895 | loss: 0.0310312 | val_loss: 0.0312439 | Time: 1881.62 ms [2021-05-04 04:04:28 main:581] : INFO : Epoch 1896 | loss: 0.0310306 | val_loss: 0.0312215 | Time: 1863.72 ms [2021-05-04 04:04:29 main:581] : INFO : Epoch 1897 | loss: 0.0310266 | val_loss: 0.0312301 | Time: 1880.18 ms [2021-05-04 04:04:31 main:581] : INFO : Epoch 1898 | loss: 0.0310309 | val_loss: 0.0312275 | Time: 1885.89 ms [2021-05-04 04:04:33 main:581] : INFO : Epoch 1899 | loss: 0.0310331 | val_loss: 0.0312227 | Time: 1885.62 ms [2021-05-04 04:04:35 main:581] : INFO : Epoch 1900 | loss: 0.0310251 | val_loss: 0.0312504 | Time: 1878.15 ms [2021-05-04 04:04:37 main:581] : INFO : Epoch 1901 | loss: 0.0310273 | val_loss: 0.0312074 | Time: 1875.31 ms [2021-05-04 04:04:39 main:581] : INFO : Epoch 1902 | loss: 0.0310332 | val_loss: 0.0312289 | Time: 1882.36 ms [2021-05-04 04:04:41 main:581] : INFO : Epoch 1903 | loss: 0.0310242 | val_loss: 0.0312538 | Time: 1886.22 ms [2021-05-04 04:04:43 main:581] : INFO : Epoch 1904 | loss: 0.0310194 | val_loss: 0.0312183 | Time: 1874.05 ms [2021-05-04 04:04:44 main:581] : INFO : Epoch 1905 | loss: 0.0310239 | val_loss: 0.0312345 | Time: 1872.01 ms [2021-05-04 04:04:46 main:581] : INFO : Epoch 1906 | loss: 0.0310219 | val_loss: 0.0312303 | Time: 1872.86 ms [2021-05-04 04:04:48 main:581] : INFO : Epoch 1907 | loss: 0.031022 | val_loss: 0.0312559 | Time: 1876.51 ms [2021-05-04 04:04:50 main:581] : INFO : Epoch 1908 | loss: 0.0310235 | val_loss: 0.0312361 | Time: 1884.64 ms [2021-05-04 04:04:52 main:581] : INFO : Epoch 1909 | loss: 0.0310221 | val_loss: 0.0312539 | Time: 1878.17 ms [2021-05-04 04:04:54 main:581] : INFO : Epoch 1910 | loss: 0.0310227 | val_loss: 0.0312427 | Time: 1879.17 ms [2021-05-04 04:04:56 main:581] : INFO : Epoch 1911 | loss: 0.0310255 | val_loss: 0.0312542 | Time: 1888.06 ms [2021-05-04 04:04:58 main:581] : INFO : Epoch 1912 | loss: 0.0310292 | val_loss: 0.0312458 | Time: 1882.26 ms [2021-05-04 04:05:00 main:581] : INFO : Epoch 1913 | loss: 0.0310384 | val_loss: 0.0312344 | Time: 1879.18 ms [2021-05-04 04:05:01 main:581] : INFO : Epoch 1914 | loss: 0.0310256 | val_loss: 0.0312536 | Time: 1888.4 ms [2021-05-04 04:05:03 main:581] : INFO : Epoch 1915 | loss: 0.0310234 | val_loss: 0.031245 | Time: 1877.78 ms [2021-05-04 04:05:05 main:581] : INFO : Epoch 1916 | loss: 0.0310228 | val_loss: 0.0312187 | Time: 1875.08 ms [2021-05-04 04:05:07 main:581] : INFO : Epoch 1917 | loss: 0.0310279 | val_loss: 0.0312148 | Time: 1880.71 ms [2021-05-04 04:05:09 main:581] : INFO : Epoch 1918 | loss: 0.0310333 | val_loss: 0.0312216 | Time: 1888.45 ms [2021-05-04 04:05:11 main:581] : INFO : Epoch 1919 | loss: 0.03104 | val_loss: 0.0312275 | Time: 1843.93 ms [2021-05-04 04:05:13 main:581] : INFO : Epoch 1920 | loss: 0.0310308 | val_loss: 0.0312157 | Time: 1879.73 ms [2021-05-04 04:05:15 main:581] : INFO : Epoch 1921 | loss: 0.0310214 | val_loss: 0.0312314 | Time: 1889.64 ms [2021-05-04 04:05:16 main:581] : INFO : Epoch 1922 | loss: 0.0310206 | val_loss: 0.0312336 | Time: 1894.26 ms [2021-05-04 04:05:18 main:581] : INFO : Epoch 1923 | loss: 0.031027 | val_loss: 0.03125 | Time: 1892.12 ms [2021-05-04 04:05:20 main:581] : INFO : Epoch 1924 | loss: 0.031025 | val_loss: 0.0312228 | Time: 1889.75 ms [2021-05-04 04:05:22 main:581] : INFO : Epoch 1925 | loss: 0.0310261 | val_loss: 0.0311986 | Time: 1892.03 ms [2021-05-04 04:05:24 main:581] : INFO : Epoch 1926 | loss: 0.0310367 | val_loss: 0.031237 | Time: 1893.99 ms [2021-05-04 04:05:26 main:581] : INFO : Epoch 1927 | loss: 0.0310325 | val_loss: 0.031216 | Time: 1893.66 ms [2021-05-04 04:05:28 main:581] : INFO : Epoch 1928 | loss: 0.0310258 | val_loss: 0.0312388 | Time: 1890.5 ms [2021-05-04 04:05:30 main:581] : INFO : Epoch 1929 | loss: 0.0310192 | val_loss: 0.0312224 | Time: 1895.72 ms [2021-05-04 04:05:32 main:581] : INFO : Epoch 1930 | loss: 0.0310331 | val_loss: 0.0312153 | Time: 1891.26 ms [2021-05-04 04:05:33 main:581] : INFO : Epoch 1931 | loss: 0.0310498 | val_loss: 0.0312148 | Time: 1891.18 ms [2021-05-04 04:05:35 main:581] : INFO : Epoch 1932 | loss: 0.0310318 | val_loss: 0.0312401 | Time: 1889.68 ms [2021-05-04 04:05:37 main:581] : INFO : Epoch 1933 | loss: 0.0310227 | val_loss: 0.0312348 | Time: 1873.49 ms [2021-05-04 04:05:39 main:581] : INFO : Epoch 1934 | loss: 0.0310276 | val_loss: 0.0312428 | Time: 1872.52 ms [2021-05-04 04:05:41 main:581] : INFO : Epoch 1935 | loss: 0.0310234 | val_loss: 0.0312305 | Time: 1881.09 ms [2021-05-04 04:05:43 main:581] : INFO : Epoch 1936 | loss: 0.031023 | val_loss: 0.0312221 | Time: 1881.02 ms [2021-05-04 04:05:45 main:581] : INFO : Epoch 1937 | loss: 0.0310287 | val_loss: 0.0312406 | Time: 1874.64 ms [2021-05-04 04:05:47 main:581] : INFO : Epoch 1938 | loss: 0.0310179 | val_loss: 0.0312569 | Time: 1858.82 ms [2021-05-04 04:05:48 main:581] : INFO : Epoch 1939 | loss: 0.0310174 | val_loss: 0.0312289 | Time: 1888.1 ms [2021-05-04 04:05:50 main:581] : INFO : Epoch 1940 | loss: 0.0310151 | val_loss: 0.0312145 | Time: 1884 ms [2021-05-04 04:05:52 main:581] : INFO : Epoch 1941 | loss: 0.0310181 | val_loss: 0.0312411 | Time: 1887.72 ms [2021-05-04 04:05:54 main:581] : INFO : Epoch 1942 | loss: 0.0310302 | val_loss: 0.031248 | Time: 1889.63 ms [2021-05-04 04:05:56 main:581] : INFO : Epoch 1943 | loss: 0.031029 | val_loss: 0.0312284 | Time: 1888.42 ms [2021-05-04 04:05:58 main:581] : INFO : Epoch 1944 | loss: 0.0310253 | val_loss: 0.0312303 | Time: 1884.12 ms [2021-05-04 04:06:00 main:581] : INFO : Epoch 1945 | loss: 0.0310199 | val_loss: 0.03123 | Time: 1838.9 ms [2021-05-04 04:06:02 main:581] : INFO : Epoch 1946 | loss: 0.031016 | val_loss: 0.0312427 | Time: 1892.87 ms [2021-05-04 04:06:04 main:581] : INFO : Epoch 1947 | loss: 0.0310233 | val_loss: 0.031215 | Time: 1873.39 ms [2021-05-04 04:06:05 main:581] : INFO : Epoch 1948 | loss: 0.0310294 | val_loss: 0.0312482 | Time: 1880.83 ms [2021-05-04 04:06:07 main:581] : INFO : Epoch 1949 | loss: 0.0310367 | val_loss: 0.0312399 | Time: 1889.64 ms [2021-05-04 04:06:09 main:581] : INFO : Epoch 1950 | loss: 0.0310271 | val_loss: 0.0312121 | Time: 1877.18 ms [2021-05-04 04:06:11 main:581] : INFO : Epoch 1951 | loss: 0.0310274 | val_loss: 0.031206 | Time: 1880.65 ms [2021-05-04 04:06:13 main:581] : INFO : Epoch 1952 | loss: 0.0310235 | val_loss: 0.0312413 | Time: 1882.47 ms [2021-05-04 04:06:15 main:581] : INFO : Epoch 1953 | loss: 0.0310199 | val_loss: 0.0312537 | Time: 1874.04 ms [2021-05-04 04:06:17 main:581] : INFO : Epoch 1954 | loss: 0.0310187 | val_loss: 0.0312122 | Time: 1879.21 ms [2021-05-04 04:06:19 main:581] : INFO : Epoch 1955 | loss: 0.0310269 | val_loss: 0.0312533 | Time: 1884.46 ms [2021-05-04 04:06:20 main:581] : INFO : Epoch 1956 | loss: 0.0310285 | val_loss: 0.0312654 | Time: 1874.01 ms [2021-05-04 04:06:22 main:581] : INFO : Epoch 1957 | loss: 0.031037 | val_loss: 0.0312433 | Time: 1878.64 ms [2021-05-04 04:06:24 main:581] : INFO : Epoch 1958 | loss: 0.0310414 | val_loss: 0.031214 | Time: 1884.56 ms [2021-05-04 04:06:26 main:581] : INFO : Epoch 1959 | loss: 0.0310328 | val_loss: 0.0312249 | Time: 1877.71 ms [2021-05-04 04:06:28 main:581] : INFO : Epoch 1960 | loss: 0.0310445 | val_loss: 0.0312257 | Time: 1882.6 ms [2021-05-04 04:06:30 main:581] : INFO : Epoch 1961 | loss: 0.0310372 | val_loss: 0.0312033 | Time: 1886.87 ms [2021-05-04 04:06:32 main:581] : INFO : Epoch 1962 | loss: 0.0310289 | val_loss: 0.0312042 | Time: 1875.56 ms [2021-05-04 04:06:34 main:581] : INFO : Epoch 1963 | loss: 0.0310336 | val_loss: 0.0312125 | Time: 1877.24 ms [2021-05-04 04:06:36 main:581] : INFO : Epoch 1964 | loss: 0.0310273 | val_loss: 0.0312284 | Time: 1888.74 ms [2021-05-04 04:06:37 main:581] : INFO : Epoch 1965 | loss: 0.0310294 | val_loss: 0.0312257 | Time: 1879.17 ms [2021-05-04 04:06:39 main:581] : INFO : Epoch 1966 | loss: 0.0310344 | val_loss: 0.0312362 | Time: 1878.77 ms [2021-05-04 04:06:41 main:581] : INFO : Epoch 1967 | loss: 0.031028 | val_loss: 0.0312489 | Time: 1889.22 ms [2021-05-04 04:06:43 main:581] : INFO : Epoch 1968 | loss: 0.0310206 | val_loss: 0.0312652 | Time: 1875.9 ms [2021-05-04 04:06:45 main:581] : INFO : Epoch 1969 | loss: 0.0310125 | val_loss: 0.0312227 | Time: 1883.78 ms [2021-05-04 04:06:47 main:581] : INFO : Epoch 1970 | loss: 0.0310169 | val_loss: 0.031244 | Time: 1888.24 ms [2021-05-04 04:06:49 main:581] : INFO : Epoch 1971 | loss: 0.0310175 | val_loss: 0.0312119 | Time: 1878.03 ms [2021-05-04 04:06:51 main:581] : INFO : Epoch 1972 | loss: 0.0310209 | val_loss: 0.0312242 | Time: 1881.5 ms [2021-05-04 04:06:52 main:581] : INFO : Epoch 1973 | loss: 0.031029 | val_loss: 0.031215 | Time: 1889.65 ms [2021-05-04 04:06:54 main:581] : INFO : Epoch 1974 | loss: 0.0310267 | val_loss: 0.0312316 | Time: 1880.14 ms [2021-05-04 04:06:56 main:581] : INFO : Epoch 1975 | loss: 0.0310168 | val_loss: 0.0312354 | Time: 1884.76 ms [2021-05-04 04:06:58 main:581] : INFO : Epoch 1976 | loss: 0.0310169 | val_loss: 0.0312063 | Time: 1889.51 ms [2021-05-04 04:07:00 main:581] : INFO : Epoch 1977 | loss: 0.031029 | val_loss: 0.0312253 | Time: 1882.49 ms [2021-05-04 04:07:02 main:581] : INFO : Epoch 1978 | loss: 0.0310273 | val_loss: 0.0312145 | Time: 1879.66 ms [2021-05-04 04:07:04 main:581] : INFO : Epoch 1979 | loss: 0.0310281 | val_loss: 0.0312345 | Time: 1883.82 ms [2021-05-04 04:07:06 main:581] : INFO : Epoch 1980 | loss: 0.0310337 | val_loss: 0.0312095 | Time: 1886.81 ms [2021-05-04 04:07:08 main:581] : INFO : Epoch 1981 | loss: 0.0310334 | val_loss: 0.0312618 | Time: 1879.94 ms [2021-05-04 04:07:09 main:581] : INFO : Epoch 1982 | loss: 0.0310222 | val_loss: 0.0312369 | Time: 1756.84 ms [2021-05-04 04:07:11 main:581] : INFO : Epoch 1983 | loss: 0.0310179 | val_loss: 0.0312238 | Time: 1858.04 ms [2021-05-04 04:07:13 main:581] : INFO : Epoch 1984 | loss: 0.0310096 | val_loss: 0.0312446 | Time: 1875.25 ms [2021-05-04 04:07:15 main:581] : INFO : Epoch 1985 | loss: 0.0310225 | val_loss: 0.0312394 | Time: 1878.28 ms [2021-05-04 04:07:17 main:581] : INFO : Epoch 1986 | loss: 0.0310182 | val_loss: 0.0312242 | Time: 1882.53 ms [2021-05-04 04:07:19 main:581] : INFO : Epoch 1987 | loss: 0.0310134 | val_loss: 0.031287 | Time: 1881.88 ms [2021-05-04 04:07:21 main:581] : INFO : Epoch 1988 | loss: 0.0310139 | val_loss: 0.0312502 | Time: 1878.57 ms [2021-05-04 04:07:22 main:581] : INFO : Epoch 1989 | loss: 0.0310109 | val_loss: 0.0312315 | Time: 1879.42 ms [2021-05-04 04:07:24 main:581] : INFO : Epoch 1990 | loss: 0.0310105 | val_loss: 0.0312313 | Time: 1882 ms [2021-05-04 04:07:26 main:581] : INFO : Epoch 1991 | loss: 0.0310271 | val_loss: 0.0312261 | Time: 1877.66 ms [2021-05-04 04:07:28 main:581] : INFO : Epoch 1992 | loss: 0.0310359 | val_loss: 0.0312189 | Time: 1879.9 ms [2021-05-04 04:07:30 main:581] : INFO : Epoch 1993 | loss: 0.0310349 | val_loss: 0.0311997 | Time: 1884.42 ms [2021-05-04 04:07:32 main:581] : INFO : Epoch 1994 | loss: 0.0310195 | val_loss: 0.031232 | Time: 1894.65 ms [2021-05-04 04:07:34 main:581] : INFO : Epoch 1995 | loss: 0.0310116 | val_loss: 0.0312414 | Time: 1883.1 ms [2021-05-04 04:07:36 main:581] : INFO : Epoch 1996 | loss: 0.0310246 | val_loss: 0.0312309 | Time: 1883.86 ms [2021-05-04 04:07:37 main:581] : INFO : Epoch 1997 | loss: 0.0310172 | val_loss: 0.0312187 | Time: 1878.9 ms [2021-05-04 04:07:39 main:581] : INFO : Epoch 1998 | loss: 0.0310165 | val_loss: 0.0312565 | Time: 1877.16 ms [2021-05-04 04:07:41 main:581] : INFO : Epoch 1999 | loss: 0.0310209 | val_loss: 0.0312521 | Time: 1883.18 ms [2021-05-04 04:07:43 main:581] : INFO : Epoch 2000 | loss: 0.0310312 | val_loss: 0.0312293 | Time: 1881.49 ms [2021-05-04 04:07:45 main:581] : INFO : Epoch 2001 | loss: 0.0310211 | val_loss: 0.0312105 | Time: 1872.96 ms [2021-05-04 04:07:47 main:581] : INFO : Epoch 2002 | loss: 0.0310169 | val_loss: 0.0312149 | Time: 1878.03 ms [2021-05-04 04:07:49 main:581] : INFO : Epoch 2003 | loss: 0.0310674 | val_loss: 0.0312345 | Time: 1879.61 ms [2021-05-04 04:07:51 main:581] : INFO : Epoch 2004 | loss: 0.0310538 | val_loss: 0.0312124 | Time: 1873.81 ms [2021-05-04 04:07:53 main:581] : INFO : Epoch 2005 | loss: 0.0310275 | val_loss: 0.0312188 | Time: 1876.68 ms [2021-05-04 04:07:54 main:581] : INFO : Epoch 2006 | loss: 0.0310214 | val_loss: 0.031216 | Time: 1881.73 ms [2021-05-04 04:07:56 main:581] : INFO : Epoch 2007 | loss: 0.0310133 | val_loss: 0.0312372 | Time: 1876.94 ms [2021-05-04 04:07:58 main:581] : INFO : Epoch 2008 | loss: 0.0310205 | val_loss: 0.0312082 | Time: 1876.34 ms [2021-05-04 04:08:00 main:581] : INFO : Epoch 2009 | loss: 0.0310263 | val_loss: 0.0312043 | Time: 1881.8 ms [2021-05-04 04:08:02 main:581] : INFO : Epoch 2010 | loss: 0.0310414 | val_loss: 0.0312267 | Time: 1881.94 ms [2021-05-04 04:08:04 main:581] : INFO : Epoch 2011 | loss: 0.031021 | val_loss: 0.0312112 | Time: 1876.23 ms [2021-05-04 04:08:06 main:581] : INFO : Epoch 2012 | loss: 0.031022 | val_loss: 0.0311989 | Time: 1880.87 ms [2021-05-04 04:08:08 main:581] : INFO : Epoch 2013 | loss: 0.0310226 | val_loss: 0.0312368 | Time: 1880.84 ms [2021-05-04 04:08:09 main:581] : INFO : Epoch 2014 | loss: 0.0310199 | val_loss: 0.0312083 | Time: 1882.55 ms [2021-05-04 04:08:11 main:581] : INFO : Epoch 2015 | loss: 0.0310806 | val_loss: 0.0312353 | Time: 1874.94 ms [2021-05-04 04:08:13 main:581] : INFO : Epoch 2016 | loss: 0.0310647 | val_loss: 0.0312258 | Time: 1876.34 ms [2021-05-04 04:08:15 main:581] : INFO : Epoch 2017 | loss: 0.0310395 | val_loss: 0.0312274 | Time: 1878.63 ms [2021-05-04 04:08:17 main:581] : INFO : Epoch 2018 | loss: 0.0310215 | val_loss: 0.0312303 | Time: 1881.71 ms [2021-05-04 04:08:19 main:581] : INFO : Epoch 2019 | loss: 0.0310126 | val_loss: 0.0312291 | Time: 1877.75 ms [2021-05-04 04:08:21 main:581] : INFO : Epoch 2020 | loss: 0.0310164 | val_loss: 0.0312582 | Time: 1879.39 ms [2021-05-04 04:08:23 main:581] : INFO : Epoch 2021 | loss: 0.0310159 | val_loss: 0.0312357 | Time: 1878.18 ms [2021-05-04 04:08:24 main:581] : INFO : Epoch 2022 | loss: 0.031011 | val_loss: 0.031244 | Time: 1880.11 ms [2021-05-04 04:08:26 main:581] : INFO : Epoch 2023 | loss: 0.0310038 | val_loss: 0.0312455 | Time: 1887.82 ms [2021-05-04 04:08:28 main:581] : INFO : Epoch 2024 | loss: 0.0310139 | val_loss: 0.0313021 | Time: 1882.23 ms [2021-05-04 04:08:30 main:581] : INFO : Epoch 2025 | loss: 0.031014 | val_loss: 0.0312594 | Time: 1877.64 ms [2021-05-04 04:08:32 main:581] : INFO : Epoch 2026 | loss: 0.03101 | val_loss: 0.0312308 | Time: 1883.86 ms [2021-05-04 04:08:34 main:581] : INFO : Epoch 2027 | loss: 0.0310166 | val_loss: 0.0312381 | Time: 1883.54 ms [2021-05-04 04:08:36 main:581] : INFO : Epoch 2028 | loss: 0.0310191 | val_loss: 0.0312608 | Time: 1876.49 ms [2021-05-04 04:08:38 main:581] : INFO : Epoch 2029 | loss: 0.0310185 | val_loss: 0.0312597 | Time: 1888.77 ms [2021-05-04 04:08:40 main:581] : INFO : Epoch 2030 | loss: 0.0310168 | val_loss: 0.0312326 | Time: 1878.53 ms [2021-05-04 04:08:41 main:581] : INFO : Epoch 2031 | loss: 0.0310185 | val_loss: 0.0312325 | Time: 1877.4 ms [2021-05-04 04:08:43 main:581] : INFO : Epoch 2032 | loss: 0.0310119 | val_loss: 0.0312418 | Time: 1879.91 ms [2021-05-04 04:08:45 main:581] : INFO : Epoch 2033 | loss: 0.031011 | val_loss: 0.031231 | Time: 1887.07 ms [2021-05-04 04:08:47 main:581] : INFO : Epoch 2034 | loss: 0.0310845 | val_loss: 0.0314729 | Time: 1876.09 ms [2021-05-04 04:08:49 main:581] : INFO : Epoch 2035 | loss: 0.0316035 | val_loss: 0.0313086 | Time: 1876.2 ms [2021-05-04 04:08:51 main:581] : INFO : Epoch 2036 | loss: 0.0600506 | val_loss: 0.0603192 | Time: 1843.44 ms [2021-05-04 04:08:53 main:581] : INFO : Epoch 2037 | loss: 0.0402076 | val_loss: 0.0338191 | Time: 1879.87 ms [2021-05-04 04:08:55 main:581] : INFO : Epoch 2038 | loss: 0.032147 | val_loss: 0.031459 | Time: 1890.03 ms [2021-05-04 04:08:56 main:581] : INFO : Epoch 2039 | loss: 0.0313846 | val_loss: 0.031313 | Time: 1875.77 ms [2021-05-04 04:08:58 main:581] : INFO : Epoch 2040 | loss: 0.0312796 | val_loss: 0.0312639 | Time: 1875.86 ms [2021-05-04 04:09:00 main:581] : INFO : Epoch 2041 | loss: 0.0312613 | val_loss: 0.0312598 | Time: 1875.03 ms [2021-05-04 04:09:02 main:581] : INFO : Epoch 2042 | loss: 0.0312579 | val_loss: 0.031257 | Time: 1874.35 ms [2021-05-04 04:09:04 main:581] : INFO : Epoch 2043 | loss: 0.0312564 | val_loss: 0.0312564 | Time: 1878.11 ms [2021-05-04 04:09:06 main:581] : INFO : Epoch 2044 | loss: 0.0312555 | val_loss: 0.0312549 | Time: 1890.13 ms [2021-05-04 04:09:08 main:581] : INFO : Epoch 2045 | loss: 0.0312546 | val_loss: 0.0312542 | Time: 1880.68 ms [2021-05-04 04:09:10 main:581] : INFO : Epoch 2046 | loss: 0.0312539 | val_loss: 0.0312535 | Time: 1885.99 ms [2021-05-04 04:09:11 main:581] : INFO : Epoch 2047 | loss: 0.0312534 | val_loss: 0.0312532 | Time: 1882.39 ms [2021-05-04 04:09:13 main:581] : INFO : Epoch 2048 | loss: 0.0312529 | val_loss: 0.0312529 | Time: 1877.54 ms [2021-05-04 04:09:13 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312529 [2021-05-04 04:09:13 main:610] : INFO : Saving end state to config to file [2021-05-04 04:09:13 main:615] : INFO : Success, exiting.. 04:09:13 (3152144): 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)