Task 5379982
| Name | ParityMachine-1622596361-17958-3_0 |
| Workunit | 3248422 |
| Created | 20 Jun 2021, 5:25:18 UTC |
| Sent | 20 Jun 2021, 6:18:53 UTC |
| Report deadline | 27 Jun 2021, 6:18:53 UTC |
| Received | 20 Jun 2021, 21:01:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 1 hours 4 min 10 sec |
| CPU time | 1 hours 4 min 6 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.96 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 6:45:30 main:581] : INFO : Epoch 1538 | loss: 0.0311546 | val_loss: 0.0311731 | Time: 1885.39 ms [2021-06-20 16:45:32 main:581] : INFO : Epoch 1539 | loss: 0.0311505 | val_loss: 0.0311712 | Time: 1878.62 ms [2021-06-20 16:45:34 main:581] : INFO : Epoch 1540 | loss: 0.0311501 | val_loss: 0.0311735 | Time: 1869.88 ms [2021-06-20 16:45:35 main:581] : INFO : Epoch 1541 | loss: 0.0311509 | val_loss: 0.0311698 | Time: 1861.02 ms [2021-06-20 16:45:37 main:581] : INFO : Epoch 1542 | loss: 0.0311501 | val_loss: 0.0311702 | Time: 1880.23 ms [2021-06-20 16:45:39 main:581] : INFO : Epoch 1543 | loss: 0.0311509 | val_loss: 0.03117 | Time: 1852.38 ms [2021-06-20 16:45:41 main:581] : INFO : Epoch 1544 | loss: 0.0311536 | val_loss: 0.0311718 | Time: 1876.26 ms [2021-06-20 16:45:43 main:581] : INFO : Epoch 1545 | loss: 0.0311513 | val_loss: 0.0311712 | Time: 1866 ms [2021-06-20 16:45:45 main:581] : INFO : Epoch 1546 | loss: 0.0311522 | val_loss: 0.0311703 | Time: 1897.82 ms [2021-06-20 16:45:47 main:581] : INFO : Epoch 1547 | loss: 0.0311554 | val_loss: 0.0311735 | Time: 1865.51 ms [2021-06-20 16:45:49 main:581] : INFO : Epoch 1548 | loss: 0.0311507 | val_loss: 0.0311722 | Time: 1916.34 ms [2021-06-20 16:45:50 main:581] : INFO : Epoch 1549 | loss: 0.0311572 | val_loss: 0.0311747 | Time: 1897.45 ms [2021-06-20 16:45:52 main:581] : INFO : Epoch 1550 | loss: 0.0311603 | val_loss: 0.0311736 | Time: 1884.65 ms [2021-06-20 16:45:54 main:581] : INFO : Epoch 1551 | loss: 0.0311614 | val_loss: 0.0311757 | Time: 1889 ms [2021-06-20 16:45:56 main:581] : INFO : Epoch 1552 | loss: 0.031161 | val_loss: 0.031171 | Time: 1880.88 ms [2021-06-20 16:45:58 main:581] : INFO : Epoch 1553 | loss: 0.0311596 | val_loss: 0.0311713 | Time: 1866.43 ms [2021-06-20 16:46:00 main:581] : INFO : Epoch 1554 | loss: 0.031158 | val_loss: 0.0311725 | Time: 1859.52 ms [2021-06-20 16:46:02 main:581] : INFO : Epoch 1555 | loss: 0.0311575 | val_loss: 0.0311732 | Time: 1867.52 ms [2021-06-20 16:46:04 main:581] : INFO : Epoch 1556 | loss: 0.0311592 | val_loss: 0.0311735 | Time: 1871.63 ms [2021-06-20 16:46:05 main:581] : INFO : Epoch 1557 | loss: 0.0311564 | val_loss: 0.0311706 | Time: 1884 ms [2021-06-20 16:46:07 main:581] : INFO : Epoch 1558 | loss: 0.0311584 | val_loss: 0.0311726 | Time: 1873.23 ms [2021-06-20 16:46:09 main:581] : INFO : Epoch 1559 | loss: 0.0311572 | val_loss: 0.0311733 | Time: 1873.96 ms [2021-06-20 16:46:11 main:581] : INFO : Epoch 1560 | loss: 0.0311562 | val_loss: 0.0311693 | Time: 1866.4 ms [2021-06-20 16:46:13 main:581] : INFO : Epoch 1561 | loss: 0.0311554 | val_loss: 0.0311698 | Time: 1866.32 ms [2021-06-20 16:46:15 main:581] : INFO : Epoch 1562 | loss: 0.0311563 | val_loss: 0.0311721 | Time: 1870.44 ms [2021-06-20 16:46:17 main:581] : INFO : Epoch 1563 | loss: 0.0311567 | val_loss: 0.0311754 | Time: 1921.69 ms [2021-06-20 16:46:19 main:581] : INFO : Epoch 1564 | loss: 0.0311549 | val_loss: 0.0311712 | Time: 1908.73 ms [2021-06-20 16:46:21 main:581] : INFO : Epoch 1565 | loss: 0.0311543 | val_loss: 0.0311714 | Time: 1865.21 ms [2021-06-20 16:46:22 main:581] : INFO : Epoch 1566 | loss: 0.0311546 | val_loss: 0.0311728 | Time: 1833.31 ms [2021-06-20 16:46:24 main:581] : INFO : Epoch 1567 | loss: 0.0311558 | val_loss: 0.0311726 | Time: 1861.7 ms [2021-06-20 16:46:26 main:581] : INFO : Epoch 1568 | loss: 0.0311558 | val_loss: 0.0311714 | Time: 1873.97 ms [2021-06-20 16:46:28 main:581] : INFO : Epoch 1569 | loss: 0.0311545 | val_loss: 0.0311714 | Time: 1880.02 ms [2021-06-20 16:46:30 main:581] : INFO : Epoch 1570 | loss: 0.0311541 | val_loss: 0.03117 | Time: 1892.66 ms [2021-06-20 16:46:32 main:581] : INFO : Epoch 1571 | loss: 0.0311525 | val_loss: 0.0311744 | Time: 1872.58 ms [2021-06-20 16:46:34 main:581] : INFO : Epoch 1572 | loss: 0.0311553 | val_loss: 0.0311726 | Time: 1889.84 ms [2021-06-20 16:46:36 main:581] : INFO : Epoch 1573 | loss: 0.0311544 | val_loss: 0.0311737 | Time: 1876.91 ms [2021-06-20 16:46:37 main:581] : INFO : Epoch 1574 | loss: 0.0311533 | val_loss: 0.0311724 | Time: 1876.39 ms [2021-06-20 16:46:39 main:581] : INFO : Epoch 1575 | loss: 0.0311543 | val_loss: 0.0311736 | Time: 1869.76 ms [2021-06-20 16:46:41 main:581] : INFO : Epoch 1576 | loss: 0.0311543 | val_loss: 0.0311741 | Time: 1872.81 ms [2021-06-20 16:46:43 main:581] : INFO : Epoch 1577 | loss: 0.0311525 | val_loss: 0.0311718 | Time: 1876.23 ms [2021-06-20 16:46:45 main:581] : INFO : Epoch 1578 | loss: 0.0311526 | val_loss: 0.0311711 | Time: 1863.92 ms [2021-06-20 16:46:47 main:581] : INFO : Epoch 1579 | loss: 0.0311521 | val_loss: 0.0311723 | Time: 1871.2 ms [2021-06-20 16:46:49 main:581] : INFO : Epoch 1580 | loss: 0.0311522 | val_loss: 0.031173 | Time: 1898.95 ms [2021-06-20 16:46:51 main:581] : INFO : Epoch 1581 | loss: 0.0311557 | val_loss: 0.0311764 | Time: 1886.34 ms [2021-06-20 16:46:52 main:581] : INFO : Epoch 1582 | loss: 0.0311557 | val_loss: 0.0311709 | Time: 1883.39 ms [2021-06-20 16:46:54 main:581] : INFO : Epoch 1583 | loss: 0.0311538 | val_loss: 0.0311746 | Time: 1885.58 ms [2021-06-20 16:46:56 main:581] : INFO : Epoch 1584 | loss: 0.0311575 | val_loss: 0.0311707 | Time: 1878.37 ms [2021-06-20 16:46:58 main:581] : INFO : Epoch 1585 | loss: 0.0311541 | val_loss: 0.0311743 | Time: 1852.99 ms [2021-06-20 16:47:00 main:581] : INFO : Epoch 1586 | loss: 0.0311528 | val_loss: 0.0311734 | Time: 1888.3 ms [2021-06-20 16:47:02 main:581] : INFO : Epoch 1587 | loss: 0.0311558 | val_loss: 0.0311745 | Time: 1864.44 ms [2021-06-20 16:47:04 main:581] : INFO : Epoch 1588 | loss: 0.0311537 | val_loss: 0.0311745 | Time: 1867.25 ms [2021-06-20 16:47:06 main:581] : INFO : Epoch 1589 | loss: 0.0311524 | val_loss: 0.0311716 | Time: 1867.94 ms [2021-06-20 16:47:07 main:581] : INFO : Epoch 1590 | loss: 0.0311509 | val_loss: 0.0311704 | Time: 1868.34 ms [2021-06-20 16:47:09 main:581] : INFO : Epoch 1591 | loss: 0.0311516 | val_loss: 0.0311745 | Time: 1873.82 ms [2021-06-20 16:47:11 main:581] : INFO : Epoch 1592 | loss: 0.031154 | val_loss: 0.0311731 | Time: 1840.24 ms [2021-06-20 16:47:13 main:581] : INFO : Epoch 1593 | loss: 0.0311525 | val_loss: 0.031171 | Time: 1876.07 ms [2021-06-20 16:47:15 main:581] : INFO : Epoch 1594 | loss: 0.0311553 | val_loss: 0.0311718 | Time: 1889.6 ms [2021-06-20 16:47:17 main:581] : INFO : Epoch 1595 | loss: 0.0311617 | val_loss: 0.0311682 | Time: 1904.59 ms [2021-06-20 16:47:19 main:581] : INFO : Epoch 1596 | loss: 0.0311599 | val_loss: 0.0311675 | Time: 1901.39 ms [2021-06-20 16:47:21 main:581] : INFO : Epoch 1597 | loss: 0.03116 | val_loss: 0.0311697 | Time: 1894.86 ms [2021-06-20 16:47:22 main:581] : INFO : Epoch 1598 | loss: 0.031159 | val_loss: 0.0311681 | Time: 1874.34 ms [2021-06-20 16:47:24 main:581] : INFO : Epoch 1599 | loss: 0.0311588 | val_loss: 0.03117 | Time: 1869.42 ms [2021-06-20 16:47:26 main:581] : INFO : Epoch 1600 | loss: 0.0311615 | val_loss: 0.031174 | Time: 1849.82 ms [2021-06-20 16:47:28 main:581] : INFO : Epoch 1601 | loss: 0.0311595 | val_loss: 0.0311703 | Time: 1871.29 ms [2021-06-20 16:47:30 main:581] : INFO : Epoch 1602 | loss: 0.0311579 | val_loss: 0.0311698 | Time: 1865.72 ms [2021-06-20 16:47:32 main:581] : INFO : Epoch 1603 | loss: 0.0311573 | val_loss: 0.0311704 | Time: 1847.92 ms [2021-06-20 16:47:34 main:581] : INFO : Epoch 1604 | loss: 0.0311576 | val_loss: 0.0311696 | Time: 1877 ms [2021-06-20 16:47:36 main:581] : INFO : Epoch 1605 | loss: 0.0311566 | val_loss: 0.0311692 | Time: 1868.99 ms [2021-06-20 16:47:37 main:581] : INFO : Epoch 1606 | loss: 0.0311573 | val_loss: 0.0311685 | Time: 1866.88 ms [2021-06-20 16:47:39 main:581] : INFO : Epoch 1607 | loss: 0.0311582 | val_loss: 0.0311732 | Time: 1882.64 ms [2021-06-20 16:47:41 main:581] : INFO : Epoch 1608 | loss: 0.0311585 | val_loss: 0.0311725 | Time: 1890.26 ms [2021-06-20 16:47:43 main:581] : INFO : Epoch 1609 | loss: 0.031157 | val_loss: 0.0311724 | Time: 1910.92 ms [2021-06-20 16:47:45 main:581] : INFO : Epoch 1610 | loss: 0.0311566 | val_loss: 0.0311704 | Time: 1866.41 ms [2021-06-20 16:47:47 main:581] : INFO : Epoch 1611 | loss: 0.0311539 | val_loss: 0.0311702 | Time: 1874.7 ms [2021-06-20 16:47:49 main:581] : INFO : Epoch 1612 | loss: 0.0311541 | val_loss: 0.0311726 | Time: 1863.85 ms [2021-06-20 16:47:51 main:581] : INFO : Epoch 1613 | loss: 0.0311545 | val_loss: 0.0311731 | Time: 1882.86 ms [2021-06-20 16:47:52 main:581] : INFO : Epoch 1614 | loss: 0.0311549 | val_loss: 0.0311712 | Time: 1869.1 ms [2021-06-20 16:47:54 main:581] : INFO : Epoch 1615 | loss: 0.0311537 | val_loss: 0.0311721 | Time: 1894.9 ms [2021-06-20 16:47:56 main:581] : INFO : Epoch 1616 | loss: 0.0311551 | val_loss: 0.0311702 | Time: 1901.84 ms [2021-06-20 16:47:58 main:581] : INFO : Epoch 1617 | loss: 0.0311558 | val_loss: 0.0311745 | Time: 1902.25 ms [2021-06-20 16:48:00 main:581] : INFO : Epoch 1618 | loss: 0.0311556 | val_loss: 0.0311708 | Time: 1897.92 ms [2021-06-20 16:48:02 main:581] : INFO : Epoch 1619 | loss: 0.0311537 | val_loss: 0.0311716 | Time: 1870.28 ms [2021-06-20 16:48:04 main:581] : INFO : Epoch 1620 | loss: 0.0311523 | val_loss: 0.031171 | Time: 1915.63 ms [2021-06-20 16:48:06 main:581] : INFO : Epoch 1621 | loss: 0.0311523 | val_loss: 0.0311698 | Time: 1876.24 ms [2021-06-20 16:48:08 main:581] : INFO : Epoch 1622 | loss: 0.0311594 | val_loss: 0.031174 | Time: 1875.02 ms [2021-06-20 16:48:09 main:581] : INFO : Epoch 1623 | loss: 0.0311665 | val_loss: 0.0311724 | Time: 1881 ms [2021-06-20 16:48:11 main:581] : INFO : Epoch 1624 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 1887.33 ms [2021-06-20 16:48:13 main:581] : INFO : Epoch 1625 | loss: 0.0311603 | val_loss: 0.0311722 | Time: 1852.36 ms [2021-06-20 16:48:15 main:581] : INFO : Epoch 1626 | loss: 0.0311594 | val_loss: 0.0311715 | Time: 1877.21 ms [2021-06-20 16:48:17 main:581] : INFO : Epoch 1627 | loss: 0.0311588 | val_loss: 0.031173 | Time: 1890.54 ms [2021-06-20 16:48:19 main:581] : INFO : Epoch 1628 | loss: 0.0311579 | val_loss: 0.0311731 | Time: 1854.9 ms [2021-06-20 16:48:21 main:581] : INFO : Epoch 1629 | loss: 0.0311587 | val_loss: 0.0311721 | Time: 1883.65 ms [2021-06-20 16:48:23 main:581] : INFO : Epoch 1630 | loss: 0.0311562 | val_loss: 0.0311702 | Time: 1884.87 ms [2021-06-20 16:48:24 main:581] : INFO : Epoch 1631 | loss: 0.0311568 | val_loss: 0.0311717 | Time: 1870.5 ms [2021-06-20 16:48:26 main:581] : INFO : Epoch 1632 | loss: 0.0311561 | val_loss: 0.0311711 | Time: 1883.46 ms [2021-06-20 16:48:28 main:581] : INFO : Epoch 1633 | loss: 0.0311546 | val_loss: 0.03117 | Time: 1876.91 ms [2021-06-20 16:48:30 main:581] : INFO : Epoch 1634 | loss: 0.0311549 | val_loss: 0.0311697 | Time: 1890.45 ms [2021-06-20 16:48:32 main:581] : INFO : Epoch 1635 | loss: 0.0311589 | val_loss: 0.0311751 | Time: 1888.11 ms [2021-06-20 16:48:34 main:581] : INFO : Epoch 1636 | loss: 0.0311554 | val_loss: 0.0311715 | Time: 1870.78 ms [2021-06-20 16:48:36 main:581] : INFO : Epoch 1637 | loss: 0.0311555 | val_loss: 0.0311756 | Time: 1871.03 ms [2021-06-20 16:48:38 main:581] : INFO : Epoch 1638 | loss: 0.0311544 | val_loss: 0.0311735 | Time: 1867.39 ms [2021-06-20 16:48:39 main:581] : INFO : Epoch 1639 | loss: 0.0311541 | val_loss: 0.0311721 | Time: 1867.06 ms [2021-06-20 16:48:41 main:581] : INFO : Epoch 1640 | loss: 0.0311557 | val_loss: 0.0311734 | Time: 1867.52 ms [2021-06-20 16:48:43 main:581] : INFO : Epoch 1641 | loss: 0.0311579 | val_loss: 0.0311712 | Time: 1867.39 ms [2021-06-20 16:48:45 main:581] : INFO : Epoch 1642 | loss: 0.0311545 | val_loss: 0.0311703 | Time: 1908.51 ms [2021-06-20 16:48:47 main:581] : INFO : Epoch 1643 | loss: 0.0311552 | val_loss: 0.0311707 | Time: 1879.24 ms [2021-06-20 16:48:49 main:581] : INFO : Epoch 1644 | loss: 0.0311531 | val_loss: 0.0311726 | Time: 1867.83 ms [2021-06-20 16:48:51 main:581] : INFO : Epoch 1645 | loss: 0.0311535 | val_loss: 0.0311721 | Time: 1894.96 ms [2021-06-20 16:48:53 main:581] : INFO : Epoch 1646 | loss: 0.0311549 | val_loss: 0.0311854 | Time: 1877.86 ms [2021-06-20 16:48:54 main:581] : INFO : Epoch 1647 | loss: 0.0311611 | val_loss: 0.0311721 | Time: 1871.36 ms [2021-06-20 16:48:56 main:581] : INFO : Epoch 1648 | loss: 0.0311544 | val_loss: 0.0311695 | Time: 1878.56 ms [2021-06-20 16:48:58 main:581] : INFO : Epoch 1649 | loss: 0.0311522 | val_loss: 0.0311692 | Time: 1905.25 ms [2021-06-20 16:49:00 main:581] : INFO : Epoch 1650 | loss: 0.0311525 | val_loss: 0.0311777 | Time: 1910.39 ms [2021-06-20 16:49:02 main:581] : INFO : Epoch 1651 | loss: 0.0311564 | val_loss: 0.0311717 | Time: 1863.53 ms [2021-06-20 16:49:04 main:581] : INFO : Epoch 1652 | loss: 0.0311542 | val_loss: 0.0311742 | Time: 1856.94 ms [2021-06-20 16:49:06 main:581] : INFO : Epoch 1653 | loss: 0.031154 | val_loss: 0.0311688 | Time: 1891.68 ms [2021-06-20 16:49:08 main:581] : INFO : Epoch 1654 | loss: 0.0311541 | val_loss: 0.0311717 | Time: 1862.92 ms [2021-06-20 16:49:10 main:581] : INFO : Epoch 1655 | loss: 0.0311542 | val_loss: 0.0311717 | Time: 1858.7 ms [2021-06-20 16:49:11 main:581] : INFO : Epoch 1656 | loss: 0.031154 | val_loss: 0.0311725 | Time: 1887.96 ms [2021-06-20 16:49:13 main:581] : INFO : Epoch 1657 | loss: 0.0311539 | val_loss: 0.0311698 | Time: 1879.81 ms [2021-06-20 16:49:15 main:581] : INFO : Epoch 1658 | loss: 0.0311519 | val_loss: 0.0311711 | Time: 1882.16 ms [2021-06-20 16:49:17 main:581] : INFO : Epoch 1659 | loss: 0.0311502 | val_loss: 0.0311715 | Time: 1867.23 ms [2021-06-20 16:49:19 main:581] : INFO : Epoch 1660 | loss: 0.0311511 | val_loss: 0.0311745 | Time: 1867.45 ms [2021-06-20 16:49:21 main:581] : INFO : Epoch 1661 | loss: 0.0311533 | val_loss: 0.0311706 | Time: 1899.57 ms [2021-06-20 16:49:23 main:581] : INFO : Epoch 1662 | loss: 0.0311512 | val_loss: 0.031177 | Time: 1874.75 ms [2021-06-20 16:49:25 main:581] : INFO : Epoch 1663 | loss: 0.0311541 | val_loss: 0.031172 | Time: 1877.46 ms [2021-06-20 16:49:26 main:581] : INFO : Epoch 1664 | loss: 0.0311558 | val_loss: 0.0311719 | Time: 1879.89 ms [2021-06-20 16:49:28 main:581] : INFO : Epoch 1665 | loss: 0.0311509 | val_loss: 0.0311694 | Time: 1870.54 ms [2021-06-20 16:49:30 main:581] : INFO : Epoch 1666 | loss: 0.031151 | val_loss: 0.0311741 | Time: 1849.48 ms [2021-06-20 16:49:32 main:581] : INFO : Epoch 1667 | loss: 0.0311506 | val_loss: 0.0311748 | Time: 1862.98 ms [2021-06-20 16:49:34 main:581] : INFO : Epoch 1668 | loss: 0.0311496 | val_loss: 0.0311713 | Time: 1850.42 ms [2021-06-20 16:49:36 main:581] : INFO : Epoch 1669 | loss: 0.031152 | val_loss: 0.0311818 | Time: 1869.65 ms [2021-06-20 16:49:38 main:581] : INFO : Epoch 1670 | loss: 0.031159 | val_loss: 0.0311821 | Time: 1864.67 ms [2021-06-20 16:49:39 main:581] : INFO : Epoch 1671 | loss: 0.03116 | val_loss: 0.0311854 | Time: 1878.69 ms [2021-06-20 16:49:41 main:581] : INFO : Epoch 1672 | loss: 0.0311591 | val_loss: 0.0311696 | Time: 1898.46 ms [2021-06-20 16:49:43 main:581] : INFO : Epoch 1673 | loss: 0.0311547 | val_loss: 0.0311687 | Time: 1895.19 ms [2021-06-20 16:49:45 main:581] : INFO : Epoch 1674 | loss: 0.0311556 | val_loss: 0.0311748 | Time: 1900.11 ms [2021-06-20 16:49:47 main:581] : INFO : Epoch 1675 | loss: 0.0311551 | val_loss: 0.0311711 | Time: 1881.94 ms [2021-06-20 16:49:49 main:581] : INFO : Epoch 1676 | loss: 0.0311541 | val_loss: 0.0311723 | Time: 1875.63 ms [2021-06-20 16:49:51 main:581] : INFO : Epoch 1677 | loss: 0.031154 | val_loss: 0.0311724 | Time: 1880.47 ms [2021-06-20 16:49:53 main:581] : INFO : Epoch 1678 | loss: 0.0311519 | val_loss: 0.0311673 | Time: 1856.5 ms [2021-06-20 16:49:55 main:581] : INFO : Epoch 1679 | loss: 0.0311516 | val_loss: 0.0311686 | Time: 1866.21 ms [2021-06-20 16:49:56 main:581] : INFO : Epoch 1680 | loss: 0.0311523 | val_loss: 0.0311691 | Time: 1880.15 ms [2021-06-20 16:49:58 main:581] : INFO : Epoch 1681 | loss: 0.0311493 | val_loss: 0.0311692 | Time: 1849.53 ms [2021-06-20 16:50:00 main:581] : INFO : Epoch 1682 | loss: 0.0311497 | val_loss: 0.0311704 | Time: 1906.65 ms [2021-06-20 16:50:02 main:581] : INFO : Epoch 1683 | loss: 0.0311493 | val_loss: 0.031169 | Time: 1861.2 ms [2021-06-20 16:50:04 main:581] : INFO : Epoch 1684 | loss: 0.0311498 | val_loss: 0.0311742 | Time: 1871.97 ms [2021-06-20 16:50:06 main:581] : INFO : Epoch 1685 | loss: 0.0311491 | val_loss: 0.0311691 | Time: 1865.06 ms [2021-06-20 16:50:08 main:581] : INFO : Epoch 1686 | loss: 0.0311522 | val_loss: 0.0311664 | Time: 1874.55 ms [2021-06-20 16:50:09 main:581] : INFO : Epoch 1687 | loss: 0.031155 | val_loss: 0.0311661 | Time: 1822.66 ms [2021-06-20 16:50:11 main:581] : INFO : Epoch 1688 | loss: 0.0311519 | val_loss: 0.0311688 | Time: 1863.67 ms [2021-06-20 16:50:13 main:581] : INFO : Epoch 1689 | loss: 0.0311517 | val_loss: 0.0311677 | Time: 1887.78 ms [2021-06-20 16:50:15 main:581] : INFO : Epoch 1690 | loss: 0.031151 | val_loss: 0.0311666 | Time: 1877.54 ms [2021-06-20 16:50:17 main:581] : INFO : Epoch 1691 | loss: 0.0311505 | val_loss: 0.0311666 | Time: 1875.4 ms [2021-06-20 16:50:19 main:581] : INFO : Epoch 1692 | loss: 0.0311512 | val_loss: 0.0311656 | Time: 1868.9 ms [2021-06-20 16:50:21 main:581] : INFO : Epoch 1693 | loss: 0.0311521 | val_loss: 0.0311693 | Time: 1864.81 ms [2021-06-20 16:50:23 main:581] : INFO : Epoch 1694 | loss: 0.0311531 | val_loss: 0.0311709 | Time: 1916.29 ms [2021-06-20 16:50:25 main:581] : INFO : Epoch 1695 | loss: 0.0311517 | val_loss: 0.0311737 | Time: 1892.2 ms [2021-06-20 16:50:26 main:581] : INFO : Epoch 1696 | loss: 0.0311509 | val_loss: 0.0311654 | Time: 1890.63 ms [2021-06-20 16:50:28 main:581] : INFO : Epoch 1697 | loss: 0.0311492 | val_loss: 0.0311666 | Time: 1881.9 ms [2021-06-20 16:50:30 main:581] : INFO : Epoch 1698 | loss: 0.0311497 | val_loss: 0.0311676 | Time: 1894.36 ms [2021-06-20 16:50:32 main:581] : INFO : Epoch 1699 | loss: 0.0311484 | val_loss: 0.031168 | Time: 1865.55 ms [2021-06-20 16:50:34 main:581] : INFO : Epoch 1700 | loss: 0.0311493 | val_loss: 0.0311683 | Time: 1867.81 ms [2021-06-20 16:50:36 main:581] : INFO : Epoch 1701 | loss: 0.0311507 | val_loss: 0.0311705 | Time: 1888.58 ms [2021-06-20 16:50:38 main:581] : INFO : Epoch 1702 | loss: 0.0311516 | val_loss: 0.0311663 | Time: 1892.41 ms [2021-06-20 16:50:40 main:581] : INFO : Epoch 1703 | loss: 0.0311512 | val_loss: 0.0311671 | Time: 1883.75 ms [2021-06-20 16:50:41 main:581] : INFO : Epoch 1704 | loss: 0.0311506 | val_loss: 0.031168 | Time: 1878.56 ms [2021-06-20 16:50:43 main:581] : INFO : Epoch 1705 | loss: 0.0311497 | val_loss: 0.0311691 | Time: 1882.28 ms [2021-06-20 16:50:45 main:581] : INFO : Epoch 1706 | loss: 0.0311479 | val_loss: 0.0311684 | Time: 1883.65 ms [2021-06-20 16:50:47 main:581] : INFO : Epoch 1707 | loss: 0.0311477 | val_loss: 0.0311685 | Time: 1867.12 ms [2021-06-20 16:50:49 main:581] : INFO : Epoch 1708 | loss: 0.0311492 | val_loss: 0.0311697 | Time: 1863.92 ms [2021-06-20 16:50:51 main:581] : INFO : Epoch 1709 | loss: 0.0311495 | val_loss: 0.0311669 | Time: 1851.32 ms [2021-06-20 16:50:53 main:581] : INFO : Epoch 1710 | loss: 0.031148 | val_loss: 0.0311703 | Time: 1879.54 ms [2021-06-20 16:50:55 main:581] : INFO : Epoch 1711 | loss: 0.0311478 | val_loss: 0.0311704 | Time: 1882.92 ms [2021-06-20 16:50:56 main:581] : INFO : Epoch 1712 | loss: 0.031147 | val_loss: 0.0311696 | Time: 1854.86 ms [2021-06-20 16:50:58 main:581] : INFO : Epoch 1713 | loss: 0.0311474 | val_loss: 0.031167 | Time: 1891.86 ms [2021-06-20 16:51:00 main:581] : INFO : Epoch 1714 | loss: 0.0311484 | val_loss: 0.0311763 | Time: 1904.66 ms [2021-06-20 16:51:02 main:581] : INFO : Epoch 1715 | loss: 0.0311516 | val_loss: 0.0311718 | Time: 1874.07 ms [2021-06-20 16:51:04 main:581] : INFO : Epoch 1716 | loss: 0.0311508 | val_loss: 0.0311716 | Time: 1872.07 ms [2021-06-20 16:51:06 main:581] : INFO : Epoch 1717 | loss: 0.0311472 | val_loss: 0.0311666 | Time: 1893.23 ms [2021-06-20 16:51:08 main:581] : INFO : Epoch 1718 | loss: 0.0311506 | val_loss: 0.0311655 | Time: 1870.46 ms [2021-06-20 16:51:10 main:581] : INFO : Epoch 1719 | loss: 0.0311569 | val_loss: 0.0311686 | Time: 1870.51 ms [2021-06-20 16:51:11 main:581] : INFO : Epoch 1720 | loss: 0.0311627 | val_loss: 0.0311651 | Time: 1863.73 ms [2021-06-20 16:51:13 main:581] : INFO : Epoch 1721 | loss: 0.0311589 | val_loss: 0.0311663 | Time: 1865.1 ms [2021-06-20 16:51:15 main:581] : INFO : Epoch 1722 | loss: 0.0311571 | val_loss: 0.0311678 | Time: 1875.88 ms [2021-06-20 16:51:17 main:581] : INFO : Epoch 1723 | loss: 0.0311567 | val_loss: 0.0311653 | Time: 1898.07 ms [2021-06-20 16:51:19 main:581] : INFO : Epoch 1724 | loss: 0.0311571 | val_loss: 0.031167 | Time: 1870.58 ms [2021-06-20 16:51:21 main:581] : INFO : Epoch 1725 | loss: 0.031156 | val_loss: 0.0311637 | Time: 1871.51 ms [2021-06-20 16:51:23 main:581] : INFO : Epoch 1726 | loss: 0.0311558 | val_loss: 0.0311649 | Time: 1871.68 ms [2021-06-20 16:51:25 main:581] : INFO : Epoch 1727 | loss: 0.0311564 | val_loss: 0.0311663 | Time: 1877.99 ms [2021-06-20 16:51:26 main:581] : INFO : Epoch 1728 | loss: 0.0311556 | val_loss: 0.0311638 | Time: 1893.16 ms [2021-06-20 16:51:28 main:581] : INFO : Epoch 1729 | loss: 0.0311555 | val_loss: 0.0311664 | Time: 1873.79 ms [2021-06-20 16:51:30 main:581] : INFO : Epoch 1730 | loss: 0.0311544 | val_loss: 0.0311685 | Time: 1851.47 ms [2021-06-20 16:51:32 main:581] : INFO : Epoch 1731 | loss: 0.0311549 | val_loss: 0.0311643 | Time: 1905.65 ms [2021-06-20 16:51:34 main:581] : INFO : Epoch 1732 | loss: 0.0311534 | val_loss: 0.0311654 | Time: 1881.69 ms [2021-06-20 16:51:36 main:581] : INFO : Epoch 1733 | loss: 0.0311535 | val_loss: 0.0311641 | Time: 1876.29 ms [2021-06-20 16:51:38 main:581] : INFO : Epoch 1734 | loss: 0.0311533 | val_loss: 0.0311653 | Time: 1882.24 ms [2021-06-20 16:51:40 main:581] : INFO : Epoch 1735 | loss: 0.0311517 | val_loss: 0.0311633 | Time: 1875.26 ms [2021-06-20 16:51:42 main:581] : INFO : Epoch 1736 | loss: 0.0311518 | val_loss: 0.0311656 | Time: 1873.86 ms [2021-06-20 16:51:43 main:581] : INFO : Epoch 1737 | loss: 0.031155 | val_loss: 0.0311676 | Time: 1888.6 ms [2021-06-20 16:51:45 main:581] : INFO : Epoch 1738 | loss: 0.0311586 | val_loss: 0.0311653 | Time: 1884.78 ms [2021-06-20 16:51:47 main:581] : INFO : Epoch 1739 | loss: 0.0311575 | val_loss: 0.0311671 | Time: 1890.46 ms [2021-06-20 16:51:49 main:581] : INFO : Epoch 1740 | loss: 0.0311579 | val_loss: 0.031171 | Time: 1888.9 ms [2021-06-20 16:51:51 main:581] : INFO : Epoch 1741 | loss: 0.0311593 | val_loss: 0.0311712 | Time: 1851.95 ms [2021-06-20 16:51:53 main:581] : INFO : Epoch 1742 | loss: 0.0311561 | val_loss: 0.0311756 | Time: 1872.22 ms [2021-06-20 16:51:55 main:581] : INFO : Epoch 1743 | loss: 0.0311561 | val_loss: 0.0311686 | Time: 1877.05 ms [2021-06-20 16:51:57 main:581] : INFO : Epoch 1744 | loss: 0.0311546 | val_loss: 0.0311682 | Time: 1876.34 ms [2021-06-20 16:51:58 main:581] : INFO : Epoch 1745 | loss: 0.0311543 | val_loss: 0.0311664 | Time: 1886.46 ms [2021-06-20 16:52:00 main:581] : INFO : Epoch 1746 | loss: 0.0311539 | val_loss: 0.0311699 | Time: 1897.49 ms [2021-06-20 16:52:02 main:581] : INFO : Epoch 1747 | loss: 0.0311546 | val_loss: 0.0311671 | Time: 1900.81 ms [2021-06-20 16:52:04 main:581] : INFO : Epoch 1748 | loss: 0.0311519 | val_loss: 0.0311685 | Time: 1918.83 ms [2021-06-20 16:52:06 main:581] : INFO : Epoch 1749 | loss: 0.0311512 | val_loss: 0.0311679 | Time: 1869.04 ms [2021-06-20 16:52:08 main:581] : INFO : Epoch 1750 | loss: 0.0311516 | val_loss: 0.0311666 | Time: 1864.21 ms [2021-06-20 16:52:10 main:581] : INFO : Epoch 1751 | loss: 0.0311527 | val_loss: 0.0311671 | Time: 1869.85 ms [2021-06-20 16:52:12 main:581] : INFO : Epoch 1752 | loss: 0.031153 | val_loss: 0.0311679 | Time: 1878.67 ms [2021-06-20 16:52:13 main:581] : INFO : Epoch 1753 | loss: 0.0311535 | val_loss: 0.0311683 | Time: 1866.27 ms [2021-06-20 16:52:15 main:581] : INFO : Epoch 1754 | loss: 0.0311515 | val_loss: 0.0311708 | Time: 1861.67 ms [2021-06-20 16:52:17 main:581] : INFO : Epoch 1755 | loss: 0.0311539 | val_loss: 0.0311649 | Time: 1841.14 ms [2021-06-20 16:52:19 main:581] : INFO : Epoch 1756 | loss: 0.0311537 | val_loss: 0.0311644 | Time: 1876.61 ms [2021-06-20 16:52:21 main:581] : INFO : Epoch 1757 | loss: 0.0311532 | val_loss: 0.0311675 | Time: 1893.76 ms [2021-06-20 16:52:23 main:581] : INFO : Epoch 1758 | loss: 0.0311538 | val_loss: 0.0311639 | Time: 1862.95 ms [2021-06-20 16:52:25 main:581] : INFO : Epoch 1759 | loss: 0.0311526 | val_loss: 0.0311663 | Time: 1866.89 ms [2021-06-20 16:52:27 main:581] : INFO : Epoch 1760 | loss: 0.0311572 | val_loss: 0.0311766 | Time: 1828.33 ms [2021-06-20 16:52:28 main:581] : INFO : Epoch 1761 | loss: 0.031162 | val_loss: 0.0311727 | Time: 1914.83 ms [2021-06-20 16:52:30 main:581] : INFO : Epoch 1762 | loss: 0.0311585 | val_loss: 0.0311692 | Time: 1885.59 ms [2021-06-20 16:52:32 main:581] : INFO : Epoch 1763 | loss: 0.0311599 | val_loss: 0.0311714 | Time: 1869.62 ms [2021-06-20 16:52:34 main:581] : INFO : Epoch 1764 | loss: 0.0311583 | val_loss: 0.03117 | Time: 1873.61 ms [2021-06-20 16:52:36 main:581] : INFO : Epoch 1765 | loss: 0.0311577 | val_loss: 0.0311709 | Time: 1867.87 ms [2021-06-20 16:52:38 main:581] : INFO : Epoch 1766 | loss: 0.0311556 | val_loss: 0.031169 | Time: 1868.12 ms [2021-06-20 16:52:40 main:581] : INFO : Epoch 1767 | loss: 0.0311545 | val_loss: 0.0311667 | Time: 1869.54 ms [2021-06-20 16:52:42 main:581] : INFO : Epoch 1768 | loss: 0.0311542 | val_loss: 0.0311668 | Time: 1860.16 ms [2021-06-20 16:52:43 main:581] : INFO : Epoch 1769 | loss: 0.0311535 | val_loss: 0.0311683 | Time: 1889.79 ms [2021-06-20 16:52:45 main:581] : INFO : Epoch 1770 | loss: 0.0311541 | val_loss: 0.0311661 | Time: 1900.61 ms [2021-06-20 16:52:47 main:581] : INFO : Epoch 1771 | loss: 0.0311537 | val_loss: 0.0311678 | Time: 1906.01 ms [2021-06-20 16:52:49 main:581] : INFO : Epoch 1772 | loss: 0.0311551 | val_loss: 0.0311689 | Time: 1890.68 ms [2021-06-20 16:52:51 main:581] : INFO : Epoch 1773 | loss: 0.0311516 | val_loss: 0.0311655 | Time: 1885.95 ms [2021-06-20 16:52:53 main:581] : INFO : Epoch 1774 | loss: 0.031152 | val_loss: 0.0311726 | Time: 1892.77 ms [2021-06-20 16:52:55 main:581] : INFO : Epoch 1775 | loss: 0.0311516 | val_loss: 0.031166 | Time: 1905.83 ms [2021-06-20 16:52:57 main:581] : INFO : Epoch 1776 | loss: 0.0311521 | val_loss: 0.0311691 | Time: 1884.29 ms [2021-06-20 16:52:59 main:581] : INFO : Epoch 1777 | loss: 0.031151 | val_loss: 0.0311658 | Time: 1867.15 ms [2021-06-20 16:53:00 main:581] : INFO : Epoch 1778 | loss: 0.0311539 | val_loss: 0.03117 | Time: 1867.09 ms [2021-06-20 16:53:02 main:581] : INFO : Epoch 1779 | loss: 0.0311532 | val_loss: 0.0311672 | Time: 1861.38 ms [2021-06-20 16:53:04 main:581] : INFO : Epoch 1780 | loss: 0.0311524 | val_loss: 0.0311671 | Time: 1874.34 ms [2021-06-20 16:53:06 main:581] : INFO : Epoch 1781 | loss: 0.0311514 | val_loss: 0.0311688 | Time: 1881.25 ms [2021-06-20 16:53:08 main:581] : INFO : Epoch 1782 | loss: 0.0311524 | val_loss: 0.0311672 | Time: 1887.3 ms [2021-06-20 16:53:10 main:581] : INFO : Epoch 1783 | loss: 0.0311536 | val_loss: 0.031166 | Time: 1880.03 ms [2021-06-20 16:53:12 main:581] : INFO : Epoch 1784 | loss: 0.0311545 | val_loss: 0.0311662 | Time: 1881.01 ms [2021-06-20 16:53:14 main:581] : INFO : Epoch 1785 | loss: 0.0311536 | val_loss: 0.0311737 | Time: 1871.48 ms [2021-06-20 16:53:15 main:581] : INFO : Epoch 1786 | loss: 0.0311552 | val_loss: 0.0311693 | Time: 1863.56 ms [2021-06-20 16:53:17 main:581] : INFO : Epoch 1787 | loss: 0.0311507 | val_loss: 0.0311677 | Time: 1808.03 ms [2021-06-20 16:53:19 main:581] : INFO : Epoch 1788 | loss: 0.0311502 | val_loss: 0.0311697 | Time: 1840.81 ms [2021-06-20 16:53:21 main:581] : INFO : Epoch 1789 | loss: 0.0311491 | val_loss: 0.0311678 | Time: 1864.02 ms [2021-06-20 16:53:23 main:581] : INFO : Epoch 1790 | loss: 0.0311492 | val_loss: 0.0311689 | Time: 1889.13 ms [2021-06-20 16:53:25 main:581] : INFO : Epoch 1791 | loss: 0.031149 | val_loss: 0.03117 | Time: 1911.07 ms [2021-06-20 16:53:27 main:581] : INFO : Epoch 1792 | loss: 0.0311485 | val_loss: 0.0311675 | Time: 1833.61 ms [2021-06-20 16:53:28 main:581] : INFO : Epoch 1793 | loss: 0.0311483 | val_loss: 0.0311704 | Time: 1876.65 ms [2021-06-20 16:53:30 main:581] : INFO : Epoch 1794 | loss: 0.0311478 | val_loss: 0.0311723 | Time: 1866.24 ms [2021-06-20 16:53:32 main:581] : INFO : Epoch 1795 | loss: 0.0311478 | val_loss: 0.0311689 | Time: 1857.03 ms [2021-06-20 16:53:34 main:581] : INFO : Epoch 1796 | loss: 0.0311487 | val_loss: 0.0311692 | Time: 1857.14 ms [2021-06-20 16:53:36 main:581] : INFO : Epoch 1797 | loss: 0.0311528 | val_loss: 0.0311716 | Time: 1911.81 ms [2021-06-20 16:53:38 main:581] : INFO : Epoch 1798 | loss: 0.0311525 | val_loss: 0.0311738 | Time: 1881.43 ms [2021-06-20 16:53:40 main:581] : INFO : Epoch 1799 | loss: 0.031154 | val_loss: 0.0311679 | Time: 1868.06 ms [2021-06-20 16:53:42 main:581] : INFO : Epoch 1800 | loss: 0.0311537 | val_loss: 0.0311674 | Time: 1876.75 ms [2021-06-20 16:53:43 main:581] : INFO : Epoch 1801 | loss: 0.0311533 | val_loss: 0.0311652 | Time: 1879.57 ms [2021-06-20 16:53:45 main:581] : INFO : Epoch 1802 | loss: 0.03116 | val_loss: 0.0311712 | Time: 1905.55 ms [2021-06-20 16:53:47 main:581] : INFO : Epoch 1803 | loss: 0.031159 | val_loss: 0.0311666 | Time: 1882.3 ms [2021-06-20 16:53:49 main:581] : INFO : Epoch 1804 | loss: 0.0311568 | val_loss: 0.0311675 | Time: 1889.15 ms [2021-06-20 16:53:51 main:581] : INFO : Epoch 1805 | loss: 0.0311562 | val_loss: 0.0311668 | Time: 1906.64 ms [2021-06-20 16:53:53 main:581] : INFO : Epoch 1806 | loss: 0.0311551 | val_loss: 0.0311665 | Time: 1900.69 ms [2021-06-20 16:53:55 main:581] : INFO : Epoch 1807 | loss: 0.0311553 | val_loss: 0.0311701 | Time: 1890.51 ms [2021-06-20 16:53:57 main:581] : INFO : Epoch 1808 | loss: 0.0311577 | val_loss: 0.0311677 | Time: 1847 ms [2021-06-20 16:53:59 main:581] : INFO : Epoch 1809 | loss: 0.0311554 | val_loss: 0.0311692 | Time: 1878.53 ms [2021-06-20 16:54:00 main:581] : INFO : Epoch 1810 | loss: 0.0311548 | val_loss: 0.0311681 | Time: 1869.92 ms [2021-06-20 16:54:02 main:581] : INFO : Epoch 1811 | loss: 0.0311532 | val_loss: 0.0311681 | Time: 1881.79 ms [2021-06-20 16:54:04 main:581] : INFO : Epoch 1812 | loss: 0.0311532 | val_loss: 0.0311666 | Time: 1870.8 ms [2021-06-20 16:54:06 main:581] : INFO : Epoch 1813 | loss: 0.0311522 | val_loss: 0.0311667 | Time: 1878.75 ms [2021-06-20 16:54:08 main:581] : INFO : Epoch 1814 | loss: 0.0311555 | val_loss: 0.0311703 | Time: 1863.06 ms [2021-06-20 16:54:10 main:581] : INFO : Epoch 1815 | loss: 0.0311557 | val_loss: 0.0311701 | Time: 1871.5 ms [2021-06-20 16:54:12 main:581] : INFO : Epoch 1816 | loss: 0.0311566 | val_loss: 0.0311678 | Time: 1866.78 ms [2021-06-20 16:54:14 main:581] : INFO : Epoch 1817 | loss: 0.0311566 | val_loss: 0.0311659 | Time: 1876.66 ms [2021-06-20 16:54:15 main:581] : INFO : Epoch 1818 | loss: 0.0311536 | val_loss: 0.0311662 | Time: 1857.9 ms [2021-06-20 16:54:17 main:581] : INFO : Epoch 1819 | loss: 0.0311545 | val_loss: 0.0311667 | Time: 1877.19 ms [2021-06-20 16:54:19 main:581] : INFO : Epoch 1820 | loss: 0.0311525 | val_loss: 0.0311641 | Time: 1877.08 ms [2021-06-20 16:54:21 main:581] : INFO : Epoch 1821 | loss: 0.0311515 | val_loss: 0.0311648 | Time: 1868.22 ms [2021-06-20 16:54:23 main:581] : INFO : Epoch 1822 | loss: 0.0311514 | val_loss: 0.0311663 | Time: 1858.06 ms [2021-06-20 16:54:25 main:581] : INFO : Epoch 1823 | loss: 0.0311505 | val_loss: 0.0311655 | Time: 1910.69 ms [2021-06-20 16:54:27 main:581] : INFO : Epoch 1824 | loss: 0.0311506 | val_loss: 0.0311647 | Time: 1878.15 ms [2021-06-20 16:54:29 main:581] : INFO : Epoch 1825 | loss: 0.031151 | val_loss: 0.0311729 | Time: 1884.05 ms [2021-06-20 16:54:30 main:581] : INFO : Epoch 1826 | loss: 0.0311518 | val_loss: 0.0311664 | Time: 1851.5 ms [2021-06-20 16:54:32 main:581] : INFO : Epoch 1827 | loss: 0.0311498 | val_loss: 0.031167 | Time: 1871.51 ms [2021-06-20 16:54:34 main:581] : INFO : Epoch 1828 | loss: 0.0311499 | val_loss: 0.0311664 | Time: 1866.63 ms [2021-06-20 16:54:36 main:581] : INFO : Epoch 1829 | loss: 0.0311492 | val_loss: 0.0311677 | Time: 1864.53 ms [2021-06-20 16:54:38 main:581] : INFO : Epoch 1830 | loss: 0.0311522 | val_loss: 0.031169 | Time: 1884.39 ms [2021-06-20 16:54:40 main:581] : INFO : Epoch 1831 | loss: 0.0311556 | val_loss: 0.0311666 | Time: 1879.69 ms [2021-06-20 16:54:42 main:581] : INFO : Epoch 1832 | loss: 0.0311541 | val_loss: 0.0311696 | Time: 1859.91 ms [2021-06-20 16:54:44 main:581] : INFO : Epoch 1833 | loss: 0.0311544 | val_loss: 0.0311665 | Time: 1864.89 ms [2021-06-20 16:54:45 main:581] : INFO : Epoch 1834 | loss: 0.0311524 | val_loss: 0.0311689 | Time: 1880.35 ms [2021-06-20 16:54:47 main:581] : INFO : Epoch 1835 | loss: 0.0311517 | val_loss: 0.0311643 | Time: 1873.48 ms [2021-06-20 16:54:49 main:581] : INFO : Epoch 1836 | loss: 0.0311514 | val_loss: 0.0311656 | Time: 1860.12 ms [2021-06-20 16:54:51 main:581] : INFO : Epoch 1837 | loss: 0.0311514 | val_loss: 0.0311674 | Time: 1865.09 ms [2021-06-20 16:54:53 main:581] : INFO : Epoch 1838 | loss: 0.0311519 | val_loss: 0.031167 | Time: 1889.62 ms [2021-06-20 16:54:55 main:581] : INFO : Epoch 1839 | loss: 0.0311555 | val_loss: 0.0311704 | Time: 1871.99 ms [2021-06-20 16:54:57 main:581] : INFO : Epoch 1840 | loss: 0.031158 | val_loss: 0.0311683 | Time: 1863.52 ms [2021-06-20 16:54:59 main:581] : INFO : Epoch 1841 | loss: 0.0311539 | val_loss: 0.0311665 | Time: 1906.2 ms [2021-06-20 16:55:00 main:581] : INFO : Epoch 1842 | loss: 0.0311515 | val_loss: 0.0311662 | Time: 1874.55 ms [2021-06-20 16:55:02 main:581] : INFO : Epoch 1843 | loss: 0.031151 | val_loss: 0.0311659 | Time: 1898.42 ms [2021-06-20 16:55:04 main:581] : INFO : Epoch 1844 | loss: 0.0311495 | val_loss: 0.0311675 | Time: 1875.29 ms [2021-06-20 16:55:06 main:581] : INFO : Epoch 1845 | loss: 0.0311501 | val_loss: 0.0311717 | Time: 1917.7 ms [2021-06-20 16:55:08 main:581] : INFO : Epoch 1846 | loss: 0.0311508 | val_loss: 0.0311692 | Time: 1910.28 ms [2021-06-20 16:55:10 main:581] : INFO : Epoch 1847 | loss: 0.0311508 | val_loss: 0.0311664 | Time: 1888.42 ms [2021-06-20 16:55:12 main:581] : INFO : Epoch 1848 | loss: 0.0311497 | val_loss: 0.0311668 | Time: 1885.13 ms [2021-06-20 16:55:14 main:581] : INFO : Epoch 1849 | loss: 0.0311495 | val_loss: 0.031169 | Time: 1881.82 ms [2021-06-20 16:55:16 main:581] : INFO : Epoch 1850 | loss: 0.0311498 | val_loss: 0.0311671 | Time: 1873.05 ms [2021-06-20 16:55:17 main:581] : INFO : Epoch 1851 | loss: 0.0311496 | val_loss: 0.0311675 | Time: 1877.8 ms [2021-06-20 16:55:19 main:581] : INFO : Epoch 1852 | loss: 0.0311506 | val_loss: 0.0311651 | Time: 1887.03 ms [2021-06-20 16:55:21 main:581] : INFO : Epoch 1853 | loss: 0.031151 | val_loss: 0.0311659 | Time: 1887.95 ms [2021-06-20 16:55:23 main:581] : INFO : Epoch 1854 | loss: 0.0311526 | val_loss: 0.0311648 | Time: 1874.21 ms [2021-06-20 16:55:25 main:581] : INFO : Epoch 1855 | loss: 0.0311515 | val_loss: 0.0311671 | Time: 1904.03 ms [2021-06-20 16:55:27 main:581] : INFO : Epoch 1856 | loss: 0.0311494 | val_loss: 0.0311657 | Time: 1897.29 ms [2021-06-20 16:55:29 main:581] : INFO : Epoch 1857 | loss: 0.0311491 | val_loss: 0.0311645 | Time: 1886.94 ms [2021-06-20 16:55:31 main:581] : INFO : Epoch 1858 | loss: 0.0311496 | val_loss: 0.0311666 | Time: 1875.88 ms [2021-06-20 16:55:32 main:581] : INFO : Epoch 1859 | loss: 0.0311503 | val_loss: 0.0311653 | Time: 1871.55 ms [2021-06-20 16:55:34 main:581] : INFO : Epoch 1860 | loss: 0.0311497 | val_loss: 0.0311698 | Time: 1872.86 ms [2021-06-20 16:55:36 main:581] : INFO : Epoch 1861 | loss: 0.03115 | val_loss: 0.031169 | Time: 1881.19 ms [2021-06-20 16:55:38 main:581] : INFO : Epoch 1862 | loss: 0.0311485 | val_loss: 0.0311649 | Time: 1881.67 ms [2021-06-20 16:55:40 main:581] : INFO : Epoch 1863 | loss: 0.0311476 | val_loss: 0.0311659 | Time: 1929.27 ms [2021-06-20 16:55:42 main:581] : INFO : Epoch 1864 | loss: 0.0311469 | val_loss: 0.0311688 | Time: 1886.23 ms [2021-06-20 16:55:44 main:581] : INFO : Epoch 1865 | loss: 0.0311479 | val_loss: 0.031167 | Time: 1879.81 ms [2021-06-20 16:55:46 main:581] : INFO : Epoch 1866 | loss: 0.0311491 | val_loss: 0.0311666 | Time: 1867.84 ms [2021-06-20 16:55:48 main:581] : INFO : Epoch 1867 | loss: 0.0311498 | val_loss: 0.0311656 | Time: 1879.2 ms [2021-06-20 16:55:49 main:581] : INFO : Epoch 1868 | loss: 0.0311496 | val_loss: 0.0311655 | Time: 1882.14 ms [2021-06-20 16:55:51 main:581] : INFO : Epoch 1869 | loss: 0.0311484 | val_loss: 0.031168 | Time: 1908.88 ms [2021-06-20 16:55:53 main:581] : INFO : Epoch 1870 | loss: 0.0311473 | val_loss: 0.0311671 | Time: 1874.54 ms [2021-06-20 16:55:55 main:581] : INFO : Epoch 1871 | loss: 0.0311484 | val_loss: 0.0311677 | Time: 1868.39 ms [2021-06-20 16:55:57 main:581] : INFO : Epoch 1872 | loss: 0.0311484 | val_loss: 0.0311654 | Time: 1882.72 ms [2021-06-20 16:55:59 main:581] : INFO : Epoch 1873 | loss: 0.0311499 | val_loss: 0.0311662 | Time: 1881.12 ms [2021-06-20 16:56:01 main:581] : INFO : Epoch 1874 | loss: 0.0311485 | val_loss: 0.0311655 | Time: 1865.22 ms [2021-06-20 16:56:03 main:581] : INFO : Epoch 1875 | loss: 0.0311481 | val_loss: 0.0311687 | Time: 1888.79 ms [2021-06-20 16:56:05 main:581] : INFO : Epoch 1876 | loss: 0.0311481 | val_loss: 0.0311657 | Time: 1890.42 ms [2021-06-20 16:56:06 main:581] : INFO : Epoch 1877 | loss: 0.0311478 | val_loss: 0.0311657 | Time: 1903.89 ms [2021-06-20 16:56:08 main:581] : INFO : Epoch 1878 | loss: 0.0311477 | val_loss: 0.0311694 | Time: 1903.61 ms [2021-06-20 16:56:10 main:581] : INFO : Epoch 1879 | loss: 0.0311491 | val_loss: 0.0311693 | Time: 1895.27 ms [2021-06-20 16:56:12 main:581] : INFO : Epoch 1880 | loss: 0.031148 | val_loss: 0.031166 | Time: 1874.52 ms [2021-06-20 16:56:14 main:581] : INFO : Epoch 1881 | loss: 0.0311474 | val_loss: 0.0311693 | Time: 1874.69 ms [2021-06-20 16:56:16 main:581] : INFO : Epoch 1882 | loss: 0.0311486 | val_loss: 0.0311656 | Time: 1881.94 ms [2021-06-20 16:56:18 main:581] : INFO : Epoch 1883 | loss: 0.0311495 | val_loss: 0.0311707 | Time: 1878.04 ms [2021-06-20 16:56:20 main:581] : INFO : Epoch 1884 | loss: 0.0311514 | val_loss: 0.0311663 | Time: 1854.85 ms [2021-06-20 16:56:21 main:581] : INFO : Epoch 1885 | loss: 0.0311564 | val_loss: 0.0311658 | Time: 1891.45 ms [2021-06-20 16:56:23 main:581] : INFO : Epoch 1886 | loss: 0.0311539 | val_loss: 0.0311686 | Time: 1855.56 ms [2021-06-20 16:56:25 main:581] : INFO : Epoch 1887 | loss: 0.0311533 | val_loss: 0.0311678 | Time: 1884.74 ms [2021-06-20 16:56:27 main:581] : INFO : Epoch 1888 | loss: 0.0311498 | val_loss: 0.0311684 | Time: 1883.42 ms [2021-06-20 16:56:29 main:581] : INFO : Epoch 1889 | loss: 0.0311508 | val_loss: 0.0311674 | Time: 1888.07 ms [2021-06-20 16:56:31 main:581] : INFO : Epoch 1890 | loss: 0.0311514 | val_loss: 0.031166 | Time: 1859.39 ms [2021-06-20 16:56:33 main:581] : INFO : Epoch 1891 | loss: 0.0311515 | val_loss: 0.0311701 | Time: 1877.5 ms [2021-06-20 16:56:35 main:581] : INFO : Epoch 1892 | loss: 0.0311504 | val_loss: 0.0311676 | Time: 1856.78 ms [2021-06-20 16:56:36 main:581] : INFO : Epoch 1893 | loss: 0.0311505 | val_loss: 0.0311644 | Time: 1892.66 ms [2021-06-20 16:56:38 main:581] : INFO : Epoch 1894 | loss: 0.0311511 | val_loss: 0.0311654 | Time: 1896.08 ms [2021-06-20 16:56:40 main:581] : INFO : Epoch 1895 | loss: 0.0311518 | val_loss: 0.0311723 | Time: 1874.89 ms [2021-06-20 16:56:42 main:581] : INFO : Epoch 1896 | loss: 0.0311508 | val_loss: 0.0311659 | Time: 1909.65 ms [2021-06-20 16:56:44 main:581] : INFO : Epoch 1897 | loss: 0.0311497 | val_loss: 0.0311676 | Time: 1863.31 ms [2021-06-20 16:56:46 main:581] : INFO : Epoch 1898 | loss: 0.031151 | val_loss: 0.0311647 | Time: 1868.46 ms [2021-06-20 16:56:48 main:581] : INFO : Epoch 1899 | loss: 0.03115 | val_loss: 0.0311665 | Time: 1870.05 ms [2021-06-20 16:56:50 main:581] : INFO : Epoch 1900 | loss: 0.0311491 | val_loss: 0.0311659 | Time: 1872.77 ms [2021-06-20 16:56:51 main:581] : INFO : Epoch 1901 | loss: 0.0311514 | val_loss: 0.0311658 | Time: 1875.23 ms [2021-06-20 16:56:53 main:581] : INFO : Epoch 1902 | loss: 0.03115 | val_loss: 0.0311641 | Time: 1877.75 ms [2021-06-20 16:56:55 main:581] : INFO : Epoch 1903 | loss: 0.0311501 | val_loss: 0.0311675 | Time: 1895.89 ms [2021-06-20 16:56:57 main:581] : INFO : Epoch 1904 | loss: 0.031149 | val_loss: 0.0311641 | Time: 1881.38 ms [2021-06-20 16:56:59 main:581] : INFO : Epoch 1905 | loss: 0.0311479 | val_loss: 0.0311661 | Time: 1870.1 ms [2021-06-20 16:57:01 main:581] : INFO : Epoch 1906 | loss: 0.0311474 | val_loss: 0.031164 | Time: 1869.44 ms [2021-06-20 16:57:03 main:581] : INFO : Epoch 1907 | loss: 0.0311473 | val_loss: 0.0311656 | Time: 1886.97 ms [2021-06-20 16:57:05 main:581] : INFO : Epoch 1908 | loss: 0.0311481 | val_loss: 0.0311634 | Time: 1893.81 ms [2021-06-20 16:57:07 main:581] : INFO : Epoch 1909 | loss: 0.0311498 | val_loss: 0.0311651 | Time: 1896.33 ms [2021-06-20 16:57:08 main:581] : INFO : Epoch 1910 | loss: 0.0311494 | val_loss: 0.031166 | Time: 1850.81 ms [2021-06-20 16:57:10 main:581] : INFO : Epoch 1911 | loss: 0.0311478 | val_loss: 0.0311642 | Time: 1886.63 ms [2021-06-20 16:57:12 main:581] : INFO : Epoch 1912 | loss: 0.0311485 | val_loss: 0.0311665 | Time: 1904.89 ms [2021-06-20 16:57:14 main:581] : INFO : Epoch 1913 | loss: 0.0311468 | val_loss: 0.0311644 | Time: 1920.99 ms [2021-06-20 16:57:16 main:581] : INFO : Epoch 1914 | loss: 0.0311509 | val_loss: 0.0311727 | Time: 1887.49 ms [2021-06-20 16:57:18 main:581] : INFO : Epoch 1915 | loss: 0.0311526 | val_loss: 0.0311652 | Time: 1872.77 ms [2021-06-20 16:57:20 main:581] : INFO : Epoch 1916 | loss: 0.0311528 | val_loss: 0.0311652 | Time: 1868.26 ms [2021-06-20 16:57:22 main:581] : INFO : Epoch 1917 | loss: 0.0311509 | val_loss: 0.0311676 | Time: 1881.47 ms [2021-06-20 16:57:24 main:581] : INFO : Epoch 1918 | loss: 0.0311503 | val_loss: 0.0311647 | Time: 1885.36 ms [2021-06-20 16:57:25 main:581] : INFO : Epoch 1919 | loss: 0.0311493 | val_loss: 0.0311798 | Time: 1888.43 ms [2021-06-20 16:57:27 main:581] : INFO : Epoch 1920 | loss: 0.0311919 | val_loss: 0.0311955 | Time: 1874.24 ms [2021-06-20 16:57:29 main:581] : INFO : Epoch 1921 | loss: 0.0311822 | val_loss: 0.0311782 | Time: 1864.42 ms [2021-06-20 16:57:31 main:581] : INFO : Epoch 1922 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 1895.43 ms [2021-06-20 16:57:33 main:581] : INFO : Epoch 1923 | loss: 0.0311594 | val_loss: 0.0311674 | Time: 1878.14 ms [2021-06-20 16:57:35 main:581] : INFO : Epoch 1924 | loss: 0.0311576 | val_loss: 0.0311675 | Time: 1861.77 ms [2021-06-20 16:57:37 main:581] : INFO : Epoch 1925 | loss: 0.0311571 | val_loss: 0.0311677 | Time: 1868.39 ms [2021-06-20 16:57:39 main:581] : INFO : Epoch 1926 | loss: 0.0311556 | val_loss: 0.0311693 | Time: 1890.66 ms [2021-06-20 16:57:40 main:581] : INFO : Epoch 1927 | loss: 0.0311556 | val_loss: 0.0311676 | Time: 1858 ms [2021-06-20 16:57:42 main:581] : INFO : Epoch 1928 | loss: 0.0311541 | val_loss: 0.0311678 | Time: 1875.92 ms [2021-06-20 16:57:44 main:581] : INFO : Epoch 1929 | loss: 0.031155 | val_loss: 0.0311663 | Time: 1901.15 ms [2021-06-20 16:57:46 main:581] : INFO : Epoch 1930 | loss: 0.0311565 | val_loss: 0.0311647 | Time: 1857.88 ms [2021-06-20 16:57:48 main:581] : INFO : Epoch 1931 | loss: 0.0311586 | val_loss: 0.0311659 | Time: 1910.52 ms [2021-06-20 16:57:50 main:581] : INFO : Epoch 1932 | loss: 0.0311586 | val_loss: 0.0311716 | Time: 1890.71 ms [2021-06-20 16:57:52 main:581] : INFO : Epoch 1933 | loss: 0.0311591 | val_loss: 0.0311676 | Time: 1865.01 ms [2021-06-20 16:57:54 main:581] : INFO : Epoch 1934 | loss: 0.0311565 | val_loss: 0.0311652 | Time: 1872.59 ms [2021-06-20 16:57:55 main:581] : INFO : Epoch 1935 | loss: 0.0311556 | val_loss: 0.031165 | Time: 1877.76 ms [2021-06-20 16:57:57 main:581] : INFO : Epoch 1936 | loss: 0.0311546 | val_loss: 0.0311637 | Time: 1852.39 ms [2021-06-20 16:57:59 main:581] : INFO : Epoch 1937 | loss: 0.0311537 | val_loss: 0.031163 | Time: 1899.41 ms [2021-06-20 16:58:01 main:581] : INFO : Epoch 1938 | loss: 0.031154 | val_loss: 0.0311624 | Time: 1845.45 ms [2021-06-20 16:58:03 main:581] : INFO : Epoch 1939 | loss: 0.0311533 | val_loss: 0.0311745 | Time: 1868.62 ms [2021-06-20 16:58:05 main:581] : INFO : Epoch 1940 | loss: 0.0311574 | val_loss: 0.0311691 | Time: 1870.39 ms [2021-06-20 16:58:07 main:581] : INFO : Epoch 1941 | loss: 0.0311559 | val_loss: 0.0311687 | Time: 1872.26 ms [2021-06-20 16:58:09 main:581] : INFO : Epoch 1942 | loss: 0.0311557 | val_loss: 0.0311685 | Time: 1903.74 ms [2021-06-20 16:58:10 main:581] : INFO : Epoch 1943 | loss: 0.0311557 | val_loss: 0.0311684 | Time: 1876.06 ms [2021-06-20 16:58:12 main:581] : INFO : Epoch 1944 | loss: 0.0311535 | val_loss: 0.0311656 | Time: 1899.23 ms [2021-06-20 16:58:14 main:581] : INFO : Epoch 1945 | loss: 0.0311542 | val_loss: 0.0311665 | Time: 1863.69 ms [2021-06-20 16:58:16 main:581] : INFO : Epoch 1946 | loss: 0.0311527 | val_loss: 0.0311648 | Time: 1872.18 ms [2021-06-20 16:58:18 main:581] : INFO : Epoch 1947 | loss: 0.0311512 | val_loss: 0.0311649 | Time: 1868.22 ms [2021-06-20 16:58:20 main:581] : INFO : Epoch 1948 | loss: 0.031151 | val_loss: 0.0311642 | Time: 1875.65 ms [2021-06-20 16:58:22 main:581] : INFO : Epoch 1949 | loss: 0.0311508 | val_loss: 0.0311648 | Time: 1906.37 ms [2021-06-20 16:58:24 main:581] : INFO : Epoch 1950 | loss: 0.0311504 | val_loss: 0.031164 | Time: 1905.13 ms [2021-06-20 16:58:26 main:581] : INFO : Epoch 1951 | loss: 0.0311515 | val_loss: 0.0311634 | Time: 1885.4 ms [2021-06-20 16:58:27 main:581] : INFO : Epoch 1952 | loss: 0.0311506 | val_loss: 0.0311645 | Time: 1860.89 ms [2021-06-20 16:58:29 main:581] : INFO : Epoch 1953 | loss: 0.0311523 | val_loss: 0.0311641 | Time: 1877.81 ms [2021-06-20 16:58:31 main:581] : INFO : Epoch 1954 | loss: 0.0311543 | val_loss: 0.031168 | Time: 1887.01 ms [2021-06-20 16:58:33 main:581] : INFO : Epoch 1955 | loss: 0.0311535 | val_loss: 0.0311661 | Time: 1885.81 ms [2021-06-20 16:58:35 main:581] : INFO : Epoch 1956 | loss: 0.0311552 | val_loss: 0.0311678 | Time: 1867.91 ms [2021-06-20 16:58:37 main:581] : INFO : Epoch 1957 | loss: 0.0311569 | val_loss: 0.0311679 | Time: 1868.57 ms [2021-06-20 16:58:39 main:581] : INFO : Epoch 1958 | loss: 0.0311549 | val_loss: 0.0311663 | Time: 1904.93 ms [2021-06-20 16:58:41 main:581] : INFO : Epoch 1959 | loss: 0.0311537 | val_loss: 0.0311661 | Time: 1867.79 ms [2021-06-20 16:58:42 main:581] : INFO : Epoch 1960 | loss: 0.0311544 | val_loss: 0.0311685 | Time: 1859.23 ms [2021-06-20 16:58:44 main:581] : INFO : Epoch 1961 | loss: 0.0311534 | val_loss: 0.0311649 | Time: 1867.28 ms [2021-06-20 16:58:46 main:581] : INFO : Epoch 1962 | loss: 0.0311534 | val_loss: 0.0311721 | Time: 1860.4 ms [2021-06-20 16:58:48 main:581] : INFO : Epoch 1963 | loss: 0.0311528 | val_loss: 0.0311662 | Time: 1902.23 ms [2021-06-20 16:58:50 main:581] : INFO : Epoch 1964 | loss: 0.0311513 | val_loss: 0.031165 | Time: 1889.6 ms [2021-06-20 16:58:52 main:581] : INFO : Epoch 1965 | loss: 0.0311513 | val_loss: 0.0311656 | Time: 1886.56 ms [2021-06-20 16:58:54 main:581] : INFO : Epoch 1966 | loss: 0.0311504 | val_loss: 0.0311644 | Time: 1890.63 ms [2021-06-20 16:58:56 main:581] : INFO : Epoch 1967 | loss: 0.0311497 | val_loss: 0.0311682 | Time: 1833.45 ms [2021-06-20 16:58:57 main:581] : INFO : Epoch 1968 | loss: 0.0311503 | val_loss: 0.0311641 | Time: 1866.03 ms [2021-06-20 16:58:59 main:581] : INFO : Epoch 1969 | loss: 0.0311492 | val_loss: 0.0311646 | Time: 1872.19 ms [2021-06-20 16:59:01 main:581] : INFO : Epoch 1970 | loss: 0.0311492 | val_loss: 0.0311637 | Time: 1873.26 ms [2021-06-20 16:59:03 main:581] : INFO : Epoch 1971 | loss: 0.0311486 | val_loss: 0.0311642 | Time: 1867.01 ms [2021-06-20 16:59:05 main:581] : INFO : Epoch 1972 | loss: 0.0311488 | val_loss: 0.031164 | Time: 1867.29 ms [2021-06-20 16:59:07 main:581] : INFO : Epoch 1973 | loss: 0.0311489 | val_loss: 0.0311654 | Time: 1883.06 ms [2021-06-20 16:59:09 main:581] : INFO : Epoch 1974 | loss: 0.0311496 | val_loss: 0.031165 | Time: 1870.67 ms [2021-06-20 16:59:11 main:581] : INFO : Epoch 1975 | loss: 0.0311501 | val_loss: 0.0311649 | Time: 1901 ms [2021-06-20 16:59:12 main:581] : INFO : Epoch 1976 | loss: 0.0311514 | val_loss: 0.0311645 | Time: 1866.05 ms [2021-06-20 16:59:14 main:581] : INFO : Epoch 1977 | loss: 0.0311511 | val_loss: 0.0311666 | Time: 1875.2 ms [2021-06-20 16:59:16 main:581] : INFO : Epoch 1978 | loss: 0.0311498 | val_loss: 0.0311641 | Time: 1898.58 ms [2021-06-20 16:59:18 main:581] : INFO : Epoch 1979 | loss: 0.031151 | val_loss: 0.0311703 | Time: 1811.64 ms [2021-06-20 16:59:20 main:581] : INFO : Epoch 1980 | loss: 0.0311526 | val_loss: 0.0311669 | Time: 1871.17 ms [2021-06-20 16:59:22 main:581] : INFO : Epoch 1981 | loss: 0.0311511 | val_loss: 0.0311649 | Time: 1841.26 ms [2021-06-20 16:59:24 main:581] : INFO : Epoch 1982 | loss: 0.0311495 | val_loss: 0.0311661 | Time: 1906.12 ms [2021-06-20 16:59:26 main:581] : INFO : Epoch 1983 | loss: 0.031152 | val_loss: 0.0311646 | Time: 1891.69 ms [2021-06-20 16:59:27 main:581] : INFO : Epoch 1984 | loss: 0.0311524 | val_loss: 0.0311643 | Time: 1872.51 ms [2021-06-20 16:59:29 main:581] : INFO : Epoch 1985 | loss: 0.0311548 | val_loss: 0.0311649 | Time: 1814.6 ms [2021-06-20 16:59:31 main:581] : INFO : Epoch 1986 | loss: 0.0311554 | val_loss: 0.031167 | Time: 1895.68 ms [2021-06-20 16:59:33 main:581] : INFO : Epoch 1987 | loss: 0.031152 | val_loss: 0.0311662 | Time: 1932.42 ms [2021-06-20 16:59:35 main:581] : INFO : Epoch 1988 | loss: 0.03115 | val_loss: 0.0311661 | Time: 1870.93 ms [2021-06-20 16:59:37 main:581] : INFO : Epoch 1989 | loss: 0.0311499 | val_loss: 0.0311668 | Time: 1842.69 ms [2021-06-20 16:59:39 main:581] : INFO : Epoch 1990 | loss: 0.0311483 | val_loss: 0.0311647 | Time: 1883.29 ms [2021-06-20 16:59:40 main:581] : INFO : Epoch 1991 | loss: 0.0311481 | val_loss: 0.0311643 | Time: 1862.77 ms [2021-06-20 16:59:42 main:581] : INFO : Epoch 1992 | loss: 0.0311481 | val_loss: 0.031164 | Time: 1864.73 ms [2021-06-20 16:59:44 main:581] : INFO : Epoch 1993 | loss: 0.031148 | val_loss: 0.0311649 | Time: 1869.05 ms [2021-06-20 16:59:46 main:581] : INFO : Epoch 1994 | loss: 0.0311487 | val_loss: 0.0311659 | Time: 1864.3 ms [2021-06-20 16:59:48 main:581] : INFO : Epoch 1995 | loss: 0.0311485 | val_loss: 0.0311678 | Time: 1888.7 ms [2021-06-20 16:59:50 main:581] : INFO : Epoch 1996 | loss: 0.0311492 | val_loss: 0.0311657 | Time: 1858.78 ms [2021-06-20 16:59:52 main:581] : INFO : Epoch 1997 | loss: 0.0311495 | val_loss: 0.0311654 | Time: 1865.5 ms [2021-06-20 16:59:54 main:581] : INFO : Epoch 1998 | loss: 0.0311507 | val_loss: 0.0311651 | Time: 1876.44 ms [2021-06-20 16:59:55 main:581] : INFO : Epoch 1999 | loss: 0.0311497 | val_loss: 0.0311646 | Time: 1868.25 ms [2021-06-20 16:59:57 main:581] : INFO : Epoch 2000 | loss: 0.031149 | val_loss: 0.0311665 | Time: 1861.92 ms [2021-06-20 16:59:59 main:581] : INFO : Epoch 2001 | loss: 0.0311488 | val_loss: 0.0311681 | Time: 1857.48 ms [2021-06-20 17:00:01 main:581] : INFO : Epoch 2002 | loss: 0.0311494 | val_loss: 0.0311652 | Time: 1880.46 ms [2021-06-20 17:00:03 main:581] : INFO : Epoch 2003 | loss: 0.0311499 | val_loss: 0.0311653 | Time: 1889.7 ms [2021-06-20 17:00:05 main:581] : INFO : Epoch 2004 | loss: 0.0311516 | val_loss: 0.0311672 | Time: 1897.03 ms [2021-06-20 17:00:07 main:581] : INFO : Epoch 2005 | loss: 0.0311531 | val_loss: 0.0311647 | Time: 1907.56 ms [2021-06-20 17:00:09 main:581] : INFO : Epoch 2006 | loss: 0.0311536 | val_loss: 0.0311732 | Time: 1902.75 ms [2021-06-20 17:00:11 main:581] : INFO : Epoch 2007 | loss: 0.0311551 | val_loss: 0.0311688 | Time: 1876.81 ms [2021-06-20 17:00:12 main:581] : INFO : Epoch 2008 | loss: 0.0311522 | val_loss: 0.0311651 | Time: 1871.12 ms [2021-06-20 17:00:14 main:581] : INFO : Epoch 2009 | loss: 0.0311525 | val_loss: 0.0311663 | Time: 1862.49 ms [2021-06-20 17:00:16 main:581] : INFO : Epoch 2010 | loss: 0.0311546 | val_loss: 0.0311677 | Time: 1879.93 ms [2021-06-20 17:00:18 main:581] : INFO : Epoch 2011 | loss: 0.0311545 | val_loss: 0.0311657 | Time: 1882.47 ms [2021-06-20 17:00:20 main:581] : INFO : Epoch 2012 | loss: 0.0311562 | val_loss: 0.0311649 | Time: 1882.44 ms [2021-06-20 17:00:22 main:581] : INFO : Epoch 2013 | loss: 0.0311528 | val_loss: 0.0311676 | Time: 1879.98 ms [2021-06-20 17:00:24 main:581] : INFO : Epoch 2014 | loss: 0.0311524 | val_loss: 0.0311675 | Time: 1900.92 ms [2021-06-20 17:00:26 main:581] : INFO : Epoch 2015 | loss: 0.0311536 | val_loss: 0.0311681 | Time: 1867.6 ms [2021-06-20 17:00:27 main:581] : INFO : Epoch 2016 | loss: 0.0311524 | val_loss: 0.0311706 | Time: 1880.39 ms [2021-06-20 17:00:29 main:581] : INFO : Epoch 2017 | loss: 0.0311529 | val_loss: 0.0311675 | Time: 1905.56 ms [2021-06-20 17:00:31 main:581] : INFO : Epoch 2018 | loss: 0.0311525 | val_loss: 0.0311709 | Time: 1905.36 ms [2021-06-20 17:00:33 main:581] : INFO : Epoch 2019 | loss: 0.0311518 | val_loss: 0.0311659 | Time: 1905.88 ms [2021-06-20 17:00:35 main:581] : INFO : Epoch 2020 | loss: 0.0311501 | val_loss: 0.031168 | Time: 1915.07 ms [2021-06-20 17:00:37 main:581] : INFO : Epoch 2021 | loss: 0.031151 | val_loss: 0.0311672 | Time: 1870.41 ms [2021-06-20 17:00:39 main:581] : INFO : Epoch 2022 | loss: 0.0311508 | val_loss: 0.0311666 | Time: 1857.24 ms [2021-06-20 17:00:41 main:581] : INFO : Epoch 2023 | loss: 0.0311504 | val_loss: 0.0311674 | Time: 1862.47 ms [2021-06-20 17:00:43 main:581] : INFO : Epoch 2024 | loss: 0.0311513 | val_loss: 0.0311681 | Time: 1876.88 ms [2021-06-20 17:00:44 main:581] : INFO : Epoch 2025 | loss: 0.0311512 | val_loss: 0.0311697 | Time: 1877.53 ms [2021-06-20 17:00:46 main:581] : INFO : Epoch 2026 | loss: 0.0311491 | val_loss: 0.0311682 | Time: 1866.58 ms [2021-06-20 17:00:48 main:581] : INFO : Epoch 2027 | loss: 0.0311492 | val_loss: 0.0311673 | Time: 1865.13 ms [2021-06-20 17:00:50 main:581] : INFO : Epoch 2028 | loss: 0.0311498 | val_loss: 0.0311667 | Time: 1882.92 ms [2021-06-20 17:00:52 main:581] : INFO : Epoch 2029 | loss: 0.0311476 | val_loss: 0.0311665 | Time: 1888.54 ms [2021-06-20 17:00:54 main:581] : INFO : Epoch 2030 | loss: 0.031148 | val_loss: 0.0311688 | Time: 1877 ms [2021-06-20 17:00:56 main:581] : INFO : Epoch 2031 | loss: 0.0311484 | val_loss: 0.0311672 | Time: 1871.51 ms [2021-06-20 17:00:58 main:581] : INFO : Epoch 2032 | loss: 0.0311479 | val_loss: 0.03117 | Time: 1871.88 ms [2021-06-20 17:00:59 main:581] : INFO : Epoch 2033 | loss: 0.031149 | val_loss: 0.031167 | Time: 1873.68 ms [2021-06-20 17:01:01 main:581] : INFO : Epoch 2034 | loss: 0.0311478 | val_loss: 0.0311665 | Time: 1880.3 ms [2021-06-20 17:01:03 main:581] : INFO : Epoch 2035 | loss: 0.0311499 | val_loss: 0.0311671 | Time: 1862.53 ms [2021-06-20 17:01:05 main:581] : INFO : Epoch 2036 | loss: 0.0311493 | val_loss: 0.0311665 | Time: 1868.87 ms [2021-06-20 17:01:07 main:581] : INFO : Epoch 2037 | loss: 0.0311495 | val_loss: 0.0311679 | Time: 1872.27 ms [2021-06-20 17:01:09 main:581] : INFO : Epoch 2038 | loss: 0.0311535 | val_loss: 0.0311672 | Time: 1891.23 ms [2021-06-20 17:01:11 main:581] : INFO : Epoch 2039 | loss: 0.0311556 | val_loss: 0.0311679 | Time: 1916.46 ms [2021-06-20 17:01:13 main:581] : INFO : Epoch 2040 | loss: 0.0311545 | val_loss: 0.0311674 | Time: 1856.63 ms [2021-06-20 17:01:14 main:581] : INFO : Epoch 2041 | loss: 0.0311542 | val_loss: 0.031168 | Time: 1901.91 ms [2021-06-20 17:01:16 main:581] : INFO : Epoch 2042 | loss: 0.0311532 | val_loss: 0.0311711 | Time: 1882.11 ms [2021-06-20 17:01:18 main:581] : INFO : Epoch 2043 | loss: 0.0311534 | val_loss: 0.0311689 | Time: 1886.27 ms [2021-06-20 17:01:20 main:581] : INFO : Epoch 2044 | loss: 0.0311532 | val_loss: 0.0311685 | Time: 1873.25 ms [2021-06-20 17:01:22 main:581] : INFO : Epoch 2045 | loss: 0.0311536 | val_loss: 0.0311696 | Time: 1894.78 ms [2021-06-20 17:01:24 main:581] : INFO : Epoch 2046 | loss: 0.0311536 | val_loss: 0.0311762 | Time: 1902.6 ms [2021-06-20 17:01:26 main:581] : INFO : Epoch 2047 | loss: 0.0311541 | val_loss: 0.0311691 | Time: 1861.94 ms [2021-06-20 17:01:28 main:581] : INFO : Epoch 2048 | loss: 0.0311516 | val_loss: 0.0311682 | Time: 1885.12 ms [2021-06-20 17:01:28 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311682 [2021-06-20 17:01:28 main:610] : INFO : Saving end state to config to file [2021-06-20 17:01:28 main:615] : INFO : Success, exiting.. 17:01:28 (259263): 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)