Task 5378602
| Name | ParityMachine-1622598011-650-3_0 |
| Workunit | 3247198 |
| Created | 19 Jun 2021, 21:56:41 UTC |
| Sent | 20 Jun 2021, 3:07:25 UTC |
| Report deadline | 27 Jun 2021, 3:07:25 UTC |
| Received | 20 Jun 2021, 17:51:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 1 hours 3 min 11 sec |
| CPU time | 1 hours 3 min 5 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 | 2.32 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>
main:581] : INFO : Epoch 1538 | loss: 0.0311621 | val_loss: 0.031166 | Time: 1870.38 ms
[2021-06-20 13:35:41 main:581] : INFO : Epoch 1539 | loss: 0.03116 | val_loss: 0.0311666 | Time: 1845.79 ms
[2021-06-20 13:35:43 main:581] : INFO : Epoch 1540 | loss: 0.0311605 | val_loss: 0.0311666 | Time: 1850.63 ms
[2021-06-20 13:35:45 main:581] : INFO : Epoch 1541 | loss: 0.0311588 | val_loss: 0.0311669 | Time: 1788.42 ms
[2021-06-20 13:35:46 main:581] : INFO : Epoch 1542 | loss: 0.03116 | val_loss: 0.0311711 | Time: 1770.68 ms
[2021-06-20 13:35:48 main:581] : INFO : Epoch 1543 | loss: 0.0311643 | val_loss: 0.031177 | Time: 1813.1 ms
[2021-06-20 13:35:50 main:581] : INFO : Epoch 1544 | loss: 0.0311615 | val_loss: 0.0311674 | Time: 1818.09 ms
[2021-06-20 13:35:52 main:581] : INFO : Epoch 1545 | loss: 0.0311568 | val_loss: 0.0311697 | Time: 1832.82 ms
[2021-06-20 13:35:54 main:581] : INFO : Epoch 1546 | loss: 0.0311569 | val_loss: 0.0311708 | Time: 1782.36 ms
[2021-06-20 13:35:55 main:581] : INFO : Epoch 1547 | loss: 0.0311563 | val_loss: 0.0311673 | Time: 1887.54 ms
[2021-06-20 13:35:57 main:581] : INFO : Epoch 1548 | loss: 0.0311609 | val_loss: 0.0311694 | Time: 1739.55 ms
[2021-06-20 13:35:59 main:581] : INFO : Epoch 1549 | loss: 0.0311577 | val_loss: 0.0311671 | Time: 1928.92 ms
[2021-06-20 13:36:01 main:581] : INFO : Epoch 1550 | loss: 0.0311574 | val_loss: 0.0311685 | Time: 1882.88 ms
[2021-06-20 13:36:03 main:581] : INFO : Epoch 1551 | loss: 0.0311589 | val_loss: 0.0311664 | Time: 1865.65 ms
[2021-06-20 13:36:05 main:581] : INFO : Epoch 1552 | loss: 0.0311616 | val_loss: 0.031164 | Time: 1856.05 ms
[2021-06-20 13:36:07 main:581] : INFO : Epoch 1553 | loss: 0.0311594 | val_loss: 0.0311648 | Time: 1884.46 ms
[2021-06-20 13:36:08 main:581] : INFO : Epoch 1554 | loss: 0.0311595 | val_loss: 0.0311662 | Time: 1820.61 ms
[2021-06-20 13:36:10 main:581] : INFO : Epoch 1555 | loss: 0.0311602 | val_loss: 0.0311655 | Time: 1868.01 ms
[2021-06-20 13:36:12 main:581] : INFO : Epoch 1556 | loss: 0.0311579 | val_loss: 0.0311642 | Time: 1898.67 ms
[2021-06-20 13:36:14 main:581] : INFO : Epoch 1557 | loss: 0.0311575 | val_loss: 0.0311674 | Time: 1857.73 ms
[2021-06-20 13:36:16 main:581] : INFO : Epoch 1558 | loss: 0.0311585 | val_loss: 0.0311659 | Time: 1850.3 ms
[2021-06-20 13:36:18 main:581] : INFO : Epoch 1559 | loss: 0.0311564 | val_loss: 0.0311662 | Time: 1854.36 ms
[2021-06-20 13:36:20 main:581] : INFO : Epoch 1560 | loss: 0.0311563 | val_loss: 0.0311639 | Time: 1851.38 ms
[2021-06-20 13:36:22 main:581] : INFO : Epoch 1561 | loss: 0.0311566 | val_loss: 0.0311634 | Time: 1872.43 ms
[2021-06-20 13:36:23 main:581] : INFO : Epoch 1562 | loss: 0.0311568 | val_loss: 0.0311659 | Time: 1845.51 ms
[2021-06-20 13:36:25 main:581] : INFO : Epoch 1563 | loss: 0.0311556 | val_loss: 0.0311672 | Time: 1840.89 ms
[2021-06-20 13:36:27 main:581] : INFO : Epoch 1564 | loss: 0.0311692 | val_loss: 0.0311717 | Time: 1852.72 ms
[2021-06-20 13:36:29 main:581] : INFO : Epoch 1565 | loss: 0.0311672 | val_loss: 0.0311723 | Time: 1869.89 ms
[2021-06-20 13:36:31 main:581] : INFO : Epoch 1566 | loss: 0.0311644 | val_loss: 0.0311699 | Time: 1814.78 ms
[2021-06-20 13:36:33 main:581] : INFO : Epoch 1567 | loss: 0.0311608 | val_loss: 0.0311685 | Time: 1848.11 ms
[2021-06-20 13:36:34 main:581] : INFO : Epoch 1568 | loss: 0.0311601 | val_loss: 0.0311696 | Time: 1866.68 ms
[2021-06-20 13:36:36 main:581] : INFO : Epoch 1569 | loss: 0.0311615 | val_loss: 0.0311708 | Time: 1853.61 ms
[2021-06-20 13:36:38 main:581] : INFO : Epoch 1570 | loss: 0.0311588 | val_loss: 0.0311693 | Time: 1902.44 ms
[2021-06-20 13:36:40 main:581] : INFO : Epoch 1571 | loss: 0.0311603 | val_loss: 0.0311709 | Time: 1901.46 ms
[2021-06-20 13:36:42 main:581] : INFO : Epoch 1572 | loss: 0.0311613 | val_loss: 0.0311712 | Time: 1796.57 ms
[2021-06-20 13:36:44 main:581] : INFO : Epoch 1573 | loss: 0.0311587 | val_loss: 0.031167 | Time: 1844.88 ms
[2021-06-20 13:36:46 main:581] : INFO : Epoch 1574 | loss: 0.0311597 | val_loss: 0.0311663 | Time: 1847.12 ms
[2021-06-20 13:36:47 main:581] : INFO : Epoch 1575 | loss: 0.0311576 | val_loss: 0.0311644 | Time: 1864.18 ms
[2021-06-20 13:36:49 main:581] : INFO : Epoch 1576 | loss: 0.0311568 | val_loss: 0.0311651 | Time: 1842.96 ms
[2021-06-20 13:36:51 main:581] : INFO : Epoch 1577 | loss: 0.0311563 | val_loss: 0.0311643 | Time: 1880.18 ms
[2021-06-20 13:36:53 main:581] : INFO : Epoch 1578 | loss: 0.0311578 | val_loss: 0.0311814 | Time: 1871.49 ms
[2021-06-20 13:36:55 main:581] : INFO : Epoch 1579 | loss: 0.031163 | val_loss: 0.0311671 | Time: 1858.93 ms
[2021-06-20 13:36:57 main:581] : INFO : Epoch 1580 | loss: 0.0311599 | val_loss: 0.0311681 | Time: 1867.22 ms
[2021-06-20 13:36:59 main:581] : INFO : Epoch 1581 | loss: 0.0311575 | val_loss: 0.0311647 | Time: 1871.46 ms
[2021-06-20 13:37:01 main:581] : INFO : Epoch 1582 | loss: 0.0311548 | val_loss: 0.0311674 | Time: 1835.74 ms
[2021-06-20 13:37:02 main:581] : INFO : Epoch 1583 | loss: 0.0311548 | val_loss: 0.031163 | Time: 1833.7 ms
[2021-06-20 13:37:04 main:581] : INFO : Epoch 1584 | loss: 0.0311533 | val_loss: 0.031164 | Time: 1866.2 ms
[2021-06-20 13:37:06 main:581] : INFO : Epoch 1585 | loss: 0.031153 | val_loss: 0.0311653 | Time: 1880.97 ms
[2021-06-20 13:37:08 main:581] : INFO : Epoch 1586 | loss: 0.0311545 | val_loss: 0.0311655 | Time: 1757.63 ms
[2021-06-20 13:37:10 main:581] : INFO : Epoch 1587 | loss: 0.0311548 | val_loss: 0.0311659 | Time: 1868.6 ms
[2021-06-20 13:37:12 main:581] : INFO : Epoch 1588 | loss: 0.031154 | val_loss: 0.0311631 | Time: 1842.33 ms
[2021-06-20 13:37:13 main:581] : INFO : Epoch 1589 | loss: 0.0311524 | val_loss: 0.0311641 | Time: 1797.62 ms
[2021-06-20 13:37:15 main:581] : INFO : Epoch 1590 | loss: 0.0311528 | val_loss: 0.0311638 | Time: 1800.24 ms
[2021-06-20 13:37:17 main:581] : INFO : Epoch 1591 | loss: 0.0311519 | val_loss: 0.0311682 | Time: 1888.89 ms
[2021-06-20 13:37:19 main:581] : INFO : Epoch 1592 | loss: 0.0311528 | val_loss: 0.0311653 | Time: 1951.48 ms
[2021-06-20 13:37:21 main:581] : INFO : Epoch 1593 | loss: 0.0311557 | val_loss: 0.0311672 | Time: 1896.25 ms
[2021-06-20 13:37:23 main:581] : INFO : Epoch 1594 | loss: 0.0311566 | val_loss: 0.0311632 | Time: 1860.17 ms
[2021-06-20 13:37:25 main:581] : INFO : Epoch 1595 | loss: 0.031151 | val_loss: 0.0311638 | Time: 1828.53 ms
[2021-06-20 13:37:26 main:581] : INFO : Epoch 1596 | loss: 0.0311507 | val_loss: 0.0311636 | Time: 1868.7 ms
[2021-06-20 13:37:28 main:581] : INFO : Epoch 1597 | loss: 0.0311529 | val_loss: 0.0311683 | Time: 1854.27 ms
[2021-06-20 13:37:30 main:581] : INFO : Epoch 1598 | loss: 0.0311509 | val_loss: 0.0311656 | Time: 1829.38 ms
[2021-06-20 13:37:32 main:581] : INFO : Epoch 1599 | loss: 0.0311497 | val_loss: 0.0311644 | Time: 1908.17 ms
[2021-06-20 13:37:34 main:581] : INFO : Epoch 1600 | loss: 0.0311492 | val_loss: 0.0311651 | Time: 1874.85 ms
[2021-06-20 13:37:36 main:581] : INFO : Epoch 1601 | loss: 0.0311493 | val_loss: 0.0311652 | Time: 1864.59 ms
[2021-06-20 13:37:38 main:581] : INFO : Epoch 1602 | loss: 0.031148 | val_loss: 0.0311647 | Time: 1823.67 ms
[2021-06-20 13:37:39 main:581] : INFO : Epoch 1603 | loss: 0.0311477 | val_loss: 0.031166 | Time: 1783.72 ms
[2021-06-20 13:37:41 main:581] : INFO : Epoch 1604 | loss: 0.0311495 | val_loss: 0.0311684 | Time: 1880.15 ms
[2021-06-20 13:37:43 main:581] : INFO : Epoch 1605 | loss: 0.031149 | val_loss: 0.0311638 | Time: 1865.62 ms
[2021-06-20 13:37:45 main:581] : INFO : Epoch 1606 | loss: 0.0311491 | val_loss: 0.0311654 | Time: 1884.06 ms
[2021-06-20 13:37:47 main:581] : INFO : Epoch 1607 | loss: 0.0311508 | val_loss: 0.0311654 | Time: 1820.11 ms
[2021-06-20 13:37:49 main:581] : INFO : Epoch 1608 | loss: 0.0311484 | val_loss: 0.0311639 | Time: 1863.97 ms
[2021-06-20 13:37:51 main:581] : INFO : Epoch 1609 | loss: 0.0311522 | val_loss: 0.0311673 | Time: 1794.68 ms
[2021-06-20 13:37:52 main:581] : INFO : Epoch 1610 | loss: 0.0311535 | val_loss: 0.0311671 | Time: 1862.27 ms
[2021-06-20 13:37:54 main:581] : INFO : Epoch 1611 | loss: 0.0311513 | val_loss: 0.0311608 | Time: 1872.2 ms
[2021-06-20 13:37:56 main:581] : INFO : Epoch 1612 | loss: 0.031153 | val_loss: 0.0311633 | Time: 1873.19 ms
[2021-06-20 13:37:58 main:581] : INFO : Epoch 1613 | loss: 0.0311521 | val_loss: 0.0311657 | Time: 1870.9 ms
[2021-06-20 13:38:00 main:581] : INFO : Epoch 1614 | loss: 0.0311515 | val_loss: 0.0311655 | Time: 1841.55 ms
[2021-06-20 13:38:02 main:581] : INFO : Epoch 1615 | loss: 0.0311528 | val_loss: 0.031166 | Time: 1876.04 ms
[2021-06-20 13:38:04 main:581] : INFO : Epoch 1616 | loss: 0.0311542 | val_loss: 0.0311667 | Time: 1865.13 ms
[2021-06-20 13:38:05 main:581] : INFO : Epoch 1617 | loss: 0.0311544 | val_loss: 0.0311647 | Time: 1861.51 ms
[2021-06-20 13:38:07 main:581] : INFO : Epoch 1618 | loss: 0.0311509 | val_loss: 0.0311644 | Time: 1863.21 ms
[2021-06-20 13:38:09 main:581] : INFO : Epoch 1619 | loss: 0.0311494 | val_loss: 0.0311641 | Time: 1865.38 ms
[2021-06-20 13:38:11 main:581] : INFO : Epoch 1620 | loss: 0.0311487 | val_loss: 0.031163 | Time: 1832.95 ms
[2021-06-20 13:38:13 main:581] : INFO : Epoch 1621 | loss: 0.0311484 | val_loss: 0.0311633 | Time: 1878.73 ms
[2021-06-20 13:38:15 main:581] : INFO : Epoch 1622 | loss: 0.0311508 | val_loss: 0.0311649 | Time: 1875.31 ms
[2021-06-20 13:38:17 main:581] : INFO : Epoch 1623 | loss: 0.0311476 | val_loss: 0.0311645 | Time: 1872.59 ms
[2021-06-20 13:38:18 main:581] : INFO : Epoch 1624 | loss: 0.0311493 | val_loss: 0.0311671 | Time: 1818.51 ms
[2021-06-20 13:38:20 main:581] : INFO : Epoch 1625 | loss: 0.0311506 | val_loss: 0.0311644 | Time: 1867.24 ms
[2021-06-20 13:38:22 main:581] : INFO : Epoch 1626 | loss: 0.0311502 | val_loss: 0.031167 | Time: 1839.45 ms
[2021-06-20 13:38:24 main:581] : INFO : Epoch 1627 | loss: 0.0311554 | val_loss: 0.0311634 | Time: 1870.37 ms
[2021-06-20 13:38:26 main:581] : INFO : Epoch 1628 | loss: 0.0311522 | val_loss: 0.0311656 | Time: 1854.4 ms
[2021-06-20 13:38:28 main:581] : INFO : Epoch 1629 | loss: 0.0311485 | val_loss: 0.0311652 | Time: 1871.76 ms
[2021-06-20 13:38:30 main:581] : INFO : Epoch 1630 | loss: 0.0311479 | val_loss: 0.0311676 | Time: 1884.74 ms
[2021-06-20 13:38:31 main:581] : INFO : Epoch 1631 | loss: 0.0311477 | val_loss: 0.0311636 | Time: 1857.63 ms
[2021-06-20 13:38:33 main:581] : INFO : Epoch 1632 | loss: 0.0311472 | val_loss: 0.0311631 | Time: 1878.88 ms
[2021-06-20 13:38:35 main:581] : INFO : Epoch 1633 | loss: 0.0311523 | val_loss: 0.0311731 | Time: 1885.4 ms
[2021-06-20 13:38:37 main:581] : INFO : Epoch 1634 | loss: 0.0311499 | val_loss: 0.0311689 | Time: 1928.74 ms
[2021-06-20 13:38:39 main:581] : INFO : Epoch 1635 | loss: 0.0311485 | val_loss: 0.0311684 | Time: 1757.72 ms
[2021-06-20 13:38:41 main:581] : INFO : Epoch 1636 | loss: 0.0311485 | val_loss: 0.0311655 | Time: 1839.58 ms
[2021-06-20 13:38:43 main:581] : INFO : Epoch 1637 | loss: 0.0311491 | val_loss: 0.0311674 | Time: 1846.28 ms
[2021-06-20 13:38:44 main:581] : INFO : Epoch 1638 | loss: 0.0311487 | val_loss: 0.0311676 | Time: 1705.69 ms
[2021-06-20 13:38:46 main:581] : INFO : Epoch 1639 | loss: 0.0311477 | val_loss: 0.0311659 | Time: 1828.95 ms
[2021-06-20 13:38:48 main:581] : INFO : Epoch 1640 | loss: 0.0311457 | val_loss: 0.0311649 | Time: 1851.48 ms
[2021-06-20 13:38:50 main:581] : INFO : Epoch 1641 | loss: 0.0311461 | val_loss: 0.0311657 | Time: 1844.2 ms
[2021-06-20 13:38:52 main:581] : INFO : Epoch 1642 | loss: 0.0311462 | val_loss: 0.0311681 | Time: 1859.46 ms
[2021-06-20 13:38:54 main:581] : INFO : Epoch 1643 | loss: 0.0311458 | val_loss: 0.0311665 | Time: 1908.71 ms
[2021-06-20 13:38:55 main:581] : INFO : Epoch 1644 | loss: 0.031145 | val_loss: 0.0311657 | Time: 1883.54 ms
[2021-06-20 13:38:57 main:581] : INFO : Epoch 1645 | loss: 0.0311436 | val_loss: 0.0311642 | Time: 1883.39 ms
[2021-06-20 13:38:59 main:581] : INFO : Epoch 1646 | loss: 0.0311444 | val_loss: 0.0311637 | Time: 1824.67 ms
[2021-06-20 13:39:01 main:581] : INFO : Epoch 1647 | loss: 0.0311452 | val_loss: 0.0311633 | Time: 1806.33 ms
[2021-06-20 13:39:03 main:581] : INFO : Epoch 1648 | loss: 0.0311456 | val_loss: 0.0311659 | Time: 1884.17 ms
[2021-06-20 13:39:05 main:581] : INFO : Epoch 1649 | loss: 0.0311449 | val_loss: 0.0311656 | Time: 1820.97 ms
[2021-06-20 13:39:07 main:581] : INFO : Epoch 1650 | loss: 0.0311454 | val_loss: 0.0311631 | Time: 1807.24 ms
[2021-06-20 13:39:08 main:581] : INFO : Epoch 1651 | loss: 0.0311485 | val_loss: 0.0311663 | Time: 1899.16 ms
[2021-06-20 13:39:10 main:581] : INFO : Epoch 1652 | loss: 0.0311495 | val_loss: 0.0311627 | Time: 1857.42 ms
[2021-06-20 13:39:12 main:581] : INFO : Epoch 1653 | loss: 0.0311468 | val_loss: 0.0311633 | Time: 1860.85 ms
[2021-06-20 13:39:14 main:581] : INFO : Epoch 1654 | loss: 0.0311445 | val_loss: 0.0311638 | Time: 1869.91 ms
[2021-06-20 13:39:16 main:581] : INFO : Epoch 1655 | loss: 0.0311449 | val_loss: 0.0311632 | Time: 1850.51 ms
[2021-06-20 13:39:18 main:581] : INFO : Epoch 1656 | loss: 0.031145 | val_loss: 0.0311618 | Time: 1841.56 ms
[2021-06-20 13:39:20 main:581] : INFO : Epoch 1657 | loss: 0.0311444 | val_loss: 0.0311628 | Time: 1805.84 ms
[2021-06-20 13:39:21 main:581] : INFO : Epoch 1658 | loss: 0.0311461 | val_loss: 0.0311607 | Time: 1831.72 ms
[2021-06-20 13:39:23 main:581] : INFO : Epoch 1659 | loss: 0.0311472 | val_loss: 0.0311647 | Time: 1879.89 ms
[2021-06-20 13:39:25 main:581] : INFO : Epoch 1660 | loss: 0.0311474 | val_loss: 0.0311641 | Time: 1898.04 ms
[2021-06-20 13:39:27 main:581] : INFO : Epoch 1661 | loss: 0.0311476 | val_loss: 0.0311658 | Time: 1816.67 ms
[2021-06-20 13:39:29 main:581] : INFO : Epoch 1662 | loss: 0.0311487 | val_loss: 0.0311654 | Time: 1829.05 ms
[2021-06-20 13:39:31 main:581] : INFO : Epoch 1663 | loss: 0.0311496 | val_loss: 0.0311639 | Time: 1846.08 ms
[2021-06-20 13:39:32 main:581] : INFO : Epoch 1664 | loss: 0.0311448 | val_loss: 0.0311663 | Time: 1868.38 ms
[2021-06-20 13:39:34 main:581] : INFO : Epoch 1665 | loss: 0.0311456 | val_loss: 0.0311616 | Time: 1852.22 ms
[2021-06-20 13:39:36 main:581] : INFO : Epoch 1666 | loss: 0.0311441 | val_loss: 0.0311623 | Time: 1852.48 ms
[2021-06-20 13:39:38 main:581] : INFO : Epoch 1667 | loss: 0.031143 | val_loss: 0.0311621 | Time: 1876.35 ms
[2021-06-20 13:39:40 main:581] : INFO : Epoch 1668 | loss: 0.0311505 | val_loss: 0.0311716 | Time: 1859.92 ms
[2021-06-20 13:39:42 main:581] : INFO : Epoch 1669 | loss: 0.0311514 | val_loss: 0.0311697 | Time: 1885.44 ms
[2021-06-20 13:39:44 main:581] : INFO : Epoch 1670 | loss: 0.0311505 | val_loss: 0.0311673 | Time: 1872.14 ms
[2021-06-20 13:39:46 main:581] : INFO : Epoch 1671 | loss: 0.0311531 | val_loss: 0.031172 | Time: 1856.84 ms
[2021-06-20 13:39:47 main:581] : INFO : Epoch 1672 | loss: 0.03115 | val_loss: 0.0311643 | Time: 1879.99 ms
[2021-06-20 13:39:49 main:581] : INFO : Epoch 1673 | loss: 0.0311461 | val_loss: 0.031161 | Time: 1870.11 ms
[2021-06-20 13:39:51 main:581] : INFO : Epoch 1674 | loss: 0.0311489 | val_loss: 0.0311663 | Time: 1815.58 ms
[2021-06-20 13:39:53 main:581] : INFO : Epoch 1675 | loss: 0.0311476 | val_loss: 0.031162 | Time: 1856.24 ms
[2021-06-20 13:39:55 main:581] : INFO : Epoch 1676 | loss: 0.0311485 | val_loss: 0.0311632 | Time: 1865.91 ms
[2021-06-20 13:39:57 main:581] : INFO : Epoch 1677 | loss: 0.0311466 | val_loss: 0.0311632 | Time: 1862.66 ms
[2021-06-20 13:39:59 main:581] : INFO : Epoch 1678 | loss: 0.0311488 | val_loss: 0.0311618 | Time: 1883.53 ms
[2021-06-20 13:40:00 main:581] : INFO : Epoch 1679 | loss: 0.0311486 | val_loss: 0.0311621 | Time: 1800.13 ms
[2021-06-20 13:40:02 main:581] : INFO : Epoch 1680 | loss: 0.0311469 | val_loss: 0.0311635 | Time: 1831.76 ms
[2021-06-20 13:40:04 main:581] : INFO : Epoch 1681 | loss: 0.0311474 | val_loss: 0.0311657 | Time: 1900.6 ms
[2021-06-20 13:40:06 main:581] : INFO : Epoch 1682 | loss: 0.0311468 | val_loss: 0.0311659 | Time: 1769.06 ms
[2021-06-20 13:40:08 main:581] : INFO : Epoch 1683 | loss: 0.0311488 | val_loss: 0.0311669 | Time: 1858.37 ms
[2021-06-20 13:40:10 main:581] : INFO : Epoch 1684 | loss: 0.0311513 | val_loss: 0.0311724 | Time: 1845.87 ms
[2021-06-20 13:40:11 main:581] : INFO : Epoch 1685 | loss: 0.0311491 | val_loss: 0.0311651 | Time: 1887.39 ms
[2021-06-20 13:40:13 main:581] : INFO : Epoch 1686 | loss: 0.0311468 | val_loss: 0.0311623 | Time: 1836.31 ms
[2021-06-20 13:40:15 main:581] : INFO : Epoch 1687 | loss: 0.0311473 | val_loss: 0.0311625 | Time: 1865.06 ms
[2021-06-20 13:40:17 main:581] : INFO : Epoch 1688 | loss: 0.0311474 | val_loss: 0.0311631 | Time: 1892.02 ms
[2021-06-20 13:40:19 main:581] : INFO : Epoch 1689 | loss: 0.031144 | val_loss: 0.031165 | Time: 1881.07 ms
[2021-06-20 13:40:21 main:581] : INFO : Epoch 1690 | loss: 0.0311448 | val_loss: 0.0311627 | Time: 1773.35 ms
[2021-06-20 13:40:23 main:581] : INFO : Epoch 1691 | loss: 0.0311457 | val_loss: 0.0311609 | Time: 1810.3 ms
[2021-06-20 13:40:24 main:581] : INFO : Epoch 1692 | loss: 0.0311488 | val_loss: 0.031168 | Time: 1876.13 ms
[2021-06-20 13:40:26 main:581] : INFO : Epoch 1693 | loss: 0.0311504 | val_loss: 0.0311712 | Time: 1842.42 ms
[2021-06-20 13:40:28 main:581] : INFO : Epoch 1694 | loss: 0.0311562 | val_loss: 0.0311667 | Time: 1880.6 ms
[2021-06-20 13:40:30 main:581] : INFO : Epoch 1695 | loss: 0.0311541 | val_loss: 0.0311689 | Time: 1877.7 ms
[2021-06-20 13:40:32 main:581] : INFO : Epoch 1696 | loss: 0.031149 | val_loss: 0.0311669 | Time: 1764.89 ms
[2021-06-20 13:40:34 main:581] : INFO : Epoch 1697 | loss: 0.0311467 | val_loss: 0.0311651 | Time: 1857.78 ms
[2021-06-20 13:40:36 main:581] : INFO : Epoch 1698 | loss: 0.0311489 | val_loss: 0.0311679 | Time: 1875.89 ms
[2021-06-20 13:40:37 main:581] : INFO : Epoch 1699 | loss: 0.0311485 | val_loss: 0.0311733 | Time: 1789.14 ms
[2021-06-20 13:40:39 main:581] : INFO : Epoch 1700 | loss: 0.0311473 | val_loss: 0.0311671 | Time: 1865.31 ms
[2021-06-20 13:40:41 main:581] : INFO : Epoch 1701 | loss: 0.031144 | val_loss: 0.0311654 | Time: 1862.38 ms
[2021-06-20 13:40:43 main:581] : INFO : Epoch 1702 | loss: 0.0311431 | val_loss: 0.0311647 | Time: 1828.98 ms
[2021-06-20 13:40:45 main:581] : INFO : Epoch 1703 | loss: 0.0311444 | val_loss: 0.0311663 | Time: 1891.52 ms
[2021-06-20 13:40:47 main:581] : INFO : Epoch 1704 | loss: 0.0311439 | val_loss: 0.031164 | Time: 1850.49 ms
[2021-06-20 13:40:48 main:581] : INFO : Epoch 1705 | loss: 0.0311466 | val_loss: 0.0311692 | Time: 1861.07 ms
[2021-06-20 13:40:50 main:581] : INFO : Epoch 1706 | loss: 0.0311437 | val_loss: 0.0311635 | Time: 1870.02 ms
[2021-06-20 13:40:52 main:581] : INFO : Epoch 1707 | loss: 0.0311421 | val_loss: 0.0311638 | Time: 1810.43 ms
[2021-06-20 13:40:54 main:581] : INFO : Epoch 1708 | loss: 0.0311409 | val_loss: 0.0311635 | Time: 1885.91 ms
[2021-06-20 13:40:56 main:581] : INFO : Epoch 1709 | loss: 0.0311405 | val_loss: 0.031167 | Time: 1859.45 ms
[2021-06-20 13:40:58 main:581] : INFO : Epoch 1710 | loss: 0.0311403 | val_loss: 0.031163 | Time: 1835.95 ms
[2021-06-20 13:41:00 main:581] : INFO : Epoch 1711 | loss: 0.0311391 | val_loss: 0.0311638 | Time: 1864.79 ms
[2021-06-20 13:41:01 main:581] : INFO : Epoch 1712 | loss: 0.0311403 | val_loss: 0.0311618 | Time: 1906 ms
[2021-06-20 13:41:03 main:581] : INFO : Epoch 1713 | loss: 0.0311425 | val_loss: 0.0311636 | Time: 1855.3 ms
[2021-06-20 13:41:05 main:581] : INFO : Epoch 1714 | loss: 0.0311415 | val_loss: 0.0311656 | Time: 1846.75 ms
[2021-06-20 13:41:07 main:581] : INFO : Epoch 1715 | loss: 0.0311421 | val_loss: 0.0311603 | Time: 1873.38 ms
[2021-06-20 13:41:09 main:581] : INFO : Epoch 1716 | loss: 0.0311416 | val_loss: 0.0311613 | Time: 1871.22 ms
[2021-06-20 13:41:11 main:581] : INFO : Epoch 1717 | loss: 0.0311408 | val_loss: 0.0311652 | Time: 1841.46 ms
[2021-06-20 13:41:13 main:581] : INFO : Epoch 1718 | loss: 0.0311418 | val_loss: 0.0311629 | Time: 1831.24 ms
[2021-06-20 13:41:14 main:581] : INFO : Epoch 1719 | loss: 0.0311402 | val_loss: 0.0311642 | Time: 1833.72 ms
[2021-06-20 13:41:16 main:581] : INFO : Epoch 1720 | loss: 0.0311379 | val_loss: 0.0311642 | Time: 1835.72 ms
[2021-06-20 13:41:18 main:581] : INFO : Epoch 1721 | loss: 0.0311381 | val_loss: 0.0311628 | Time: 1774.9 ms
[2021-06-20 13:41:20 main:581] : INFO : Epoch 1722 | loss: 0.0311401 | val_loss: 0.031165 | Time: 1893.25 ms
[2021-06-20 13:41:22 main:581] : INFO : Epoch 1723 | loss: 0.0311473 | val_loss: 0.0311657 | Time: 1865.4 ms
[2021-06-20 13:41:24 main:581] : INFO : Epoch 1724 | loss: 0.0311572 | val_loss: 0.0311694 | Time: 1834.79 ms
[2021-06-20 13:41:25 main:581] : INFO : Epoch 1725 | loss: 0.0311524 | val_loss: 0.0311666 | Time: 1844.75 ms
[2021-06-20 13:41:27 main:581] : INFO : Epoch 1726 | loss: 0.0311481 | val_loss: 0.0311622 | Time: 1832.36 ms
[2021-06-20 13:41:29 main:581] : INFO : Epoch 1727 | loss: 0.0311479 | val_loss: 0.0311626 | Time: 1878.18 ms
[2021-06-20 13:41:31 main:581] : INFO : Epoch 1728 | loss: 0.0311462 | val_loss: 0.0311604 | Time: 1870.39 ms
[2021-06-20 13:41:33 main:581] : INFO : Epoch 1729 | loss: 0.0311454 | val_loss: 0.0311612 | Time: 1866.06 ms
[2021-06-20 13:41:35 main:581] : INFO : Epoch 1730 | loss: 0.0311455 | val_loss: 0.0311645 | Time: 1877.92 ms
[2021-06-20 13:41:37 main:581] : INFO : Epoch 1731 | loss: 0.0311457 | val_loss: 0.0311595 | Time: 1855.03 ms
[2021-06-20 13:41:39 main:581] : INFO : Epoch 1732 | loss: 0.0311476 | val_loss: 0.031164 | Time: 1861.43 ms
[2021-06-20 13:41:40 main:581] : INFO : Epoch 1733 | loss: 0.0311463 | val_loss: 0.0311674 | Time: 1881.31 ms
[2021-06-20 13:41:42 main:581] : INFO : Epoch 1734 | loss: 0.0311502 | val_loss: 0.0311628 | Time: 1787.46 ms
[2021-06-20 13:41:44 main:581] : INFO : Epoch 1735 | loss: 0.031146 | val_loss: 0.0311622 | Time: 1859.46 ms
[2021-06-20 13:41:46 main:581] : INFO : Epoch 1736 | loss: 0.0311435 | val_loss: 0.0311615 | Time: 1801.12 ms
[2021-06-20 13:41:48 main:581] : INFO : Epoch 1737 | loss: 0.0311458 | val_loss: 0.0311617 | Time: 1824.24 ms
[2021-06-20 13:41:50 main:581] : INFO : Epoch 1738 | loss: 0.0311434 | val_loss: 0.0311635 | Time: 1857.16 ms
[2021-06-20 13:41:51 main:581] : INFO : Epoch 1739 | loss: 0.0311437 | val_loss: 0.031165 | Time: 1870.49 ms
[2021-06-20 13:41:53 main:581] : INFO : Epoch 1740 | loss: 0.0311437 | val_loss: 0.0311628 | Time: 1881.17 ms
[2021-06-20 13:41:55 main:581] : INFO : Epoch 1741 | loss: 0.0311451 | val_loss: 0.0311642 | Time: 1873.91 ms
[2021-06-20 13:41:57 main:581] : INFO : Epoch 1742 | loss: 0.0311545 | val_loss: 0.031173 | Time: 1835.09 ms
[2021-06-20 13:41:59 main:581] : INFO : Epoch 1743 | loss: 0.0311715 | val_loss: 0.0311724 | Time: 1851.7 ms
[2021-06-20 13:42:01 main:581] : INFO : Epoch 1744 | loss: 0.0311687 | val_loss: 0.0311697 | Time: 1853.16 ms
[2021-06-20 13:42:03 main:581] : INFO : Epoch 1745 | loss: 0.0311659 | val_loss: 0.0311694 | Time: 1818.76 ms
[2021-06-20 13:42:04 main:581] : INFO : Epoch 1746 | loss: 0.0311643 | val_loss: 0.0311737 | Time: 1826.74 ms
[2021-06-20 13:42:06 main:581] : INFO : Epoch 1747 | loss: 0.0311627 | val_loss: 0.0311664 | Time: 1869.19 ms
[2021-06-20 13:42:08 main:581] : INFO : Epoch 1748 | loss: 0.0311591 | val_loss: 0.0311662 | Time: 1877.06 ms
[2021-06-20 13:42:10 main:581] : INFO : Epoch 1749 | loss: 0.0311583 | val_loss: 0.0311649 | Time: 1839.55 ms
[2021-06-20 13:42:12 main:581] : INFO : Epoch 1750 | loss: 0.031159 | val_loss: 0.0311675 | Time: 1836.13 ms
[2021-06-20 13:42:14 main:581] : INFO : Epoch 1751 | loss: 0.0311586 | val_loss: 0.0311652 | Time: 1855.9 ms
[2021-06-20 13:42:15 main:581] : INFO : Epoch 1752 | loss: 0.0311574 | val_loss: 0.031164 | Time: 1812.39 ms
[2021-06-20 13:42:17 main:581] : INFO : Epoch 1753 | loss: 0.031155 | val_loss: 0.0311622 | Time: 1732.28 ms
[2021-06-20 13:42:19 main:581] : INFO : Epoch 1754 | loss: 0.0311544 | val_loss: 0.0311634 | Time: 1870.09 ms
[2021-06-20 13:42:21 main:581] : INFO : Epoch 1755 | loss: 0.0311539 | val_loss: 0.0311622 | Time: 1733.74 ms
[2021-06-20 13:42:23 main:581] : INFO : Epoch 1756 | loss: 0.031154 | val_loss: 0.0311701 | Time: 1872.12 ms
[2021-06-20 13:42:25 main:581] : INFO : Epoch 1757 | loss: 0.031153 | val_loss: 0.031162 | Time: 1878.75 ms
[2021-06-20 13:42:26 main:581] : INFO : Epoch 1758 | loss: 0.0311532 | val_loss: 0.031169 | Time: 1852.32 ms
[2021-06-20 13:42:28 main:581] : INFO : Epoch 1759 | loss: 0.0311545 | val_loss: 0.0311647 | Time: 1784.34 ms
[2021-06-20 13:42:30 main:581] : INFO : Epoch 1760 | loss: 0.0311512 | val_loss: 0.031163 | Time: 1850.49 ms
[2021-06-20 13:42:32 main:581] : INFO : Epoch 1761 | loss: 0.0311509 | val_loss: 0.0311679 | Time: 1836.78 ms
[2021-06-20 13:42:34 main:581] : INFO : Epoch 1762 | loss: 0.0311515 | val_loss: 0.0311622 | Time: 1858.98 ms
[2021-06-20 13:42:36 main:581] : INFO : Epoch 1763 | loss: 0.0311506 | val_loss: 0.0311634 | Time: 1901.06 ms
[2021-06-20 13:42:38 main:581] : INFO : Epoch 1764 | loss: 0.0311514 | val_loss: 0.0311641 | Time: 1911.79 ms
[2021-06-20 13:42:39 main:581] : INFO : Epoch 1765 | loss: 0.0311505 | val_loss: 0.0311625 | Time: 1800.74 ms
[2021-06-20 13:42:41 main:581] : INFO : Epoch 1766 | loss: 0.0311504 | val_loss: 0.0311641 | Time: 1823.06 ms
[2021-06-20 13:42:43 main:581] : INFO : Epoch 1767 | loss: 0.0311509 | val_loss: 0.0311619 | Time: 1891.2 ms
[2021-06-20 13:42:45 main:581] : INFO : Epoch 1768 | loss: 0.0311492 | val_loss: 0.0311634 | Time: 1774.3 ms
[2021-06-20 13:42:47 main:581] : INFO : Epoch 1769 | loss: 0.0311498 | val_loss: 0.0311657 | Time: 1848.03 ms
[2021-06-20 13:42:49 main:581] : INFO : Epoch 1770 | loss: 0.0311498 | val_loss: 0.0311628 | Time: 1860.59 ms
[2021-06-20 13:42:50 main:581] : INFO : Epoch 1771 | loss: 0.0311481 | val_loss: 0.0311633 | Time: 1839.3 ms
[2021-06-20 13:42:52 main:581] : INFO : Epoch 1772 | loss: 0.0311493 | val_loss: 0.031165 | Time: 1822.93 ms
[2021-06-20 13:42:54 main:581] : INFO : Epoch 1773 | loss: 0.0311495 | val_loss: 0.0311681 | Time: 1861.51 ms
[2021-06-20 13:42:56 main:581] : INFO : Epoch 1774 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 1732.85 ms
[2021-06-20 13:42:58 main:581] : INFO : Epoch 1775 | loss: 0.0311482 | val_loss: 0.0311636 | Time: 1763.81 ms
[2021-06-20 13:42:59 main:581] : INFO : Epoch 1776 | loss: 0.0311493 | val_loss: 0.0311699 | Time: 1818.52 ms
[2021-06-20 13:43:01 main:581] : INFO : Epoch 1777 | loss: 0.0311485 | val_loss: 0.0311637 | Time: 1851.48 ms
[2021-06-20 13:43:03 main:581] : INFO : Epoch 1778 | loss: 0.0311509 | val_loss: 0.0311652 | Time: 1861.52 ms
[2021-06-20 13:43:05 main:581] : INFO : Epoch 1779 | loss: 0.0311502 | val_loss: 0.031168 | Time: 1848.66 ms
[2021-06-20 13:43:07 main:581] : INFO : Epoch 1780 | loss: 0.0311497 | val_loss: 0.0311656 | Time: 1875.13 ms
[2021-06-20 13:43:09 main:581] : INFO : Epoch 1781 | loss: 0.0311487 | val_loss: 0.0311674 | Time: 1750.82 ms
[2021-06-20 13:43:10 main:581] : INFO : Epoch 1782 | loss: 0.0311496 | val_loss: 0.0311643 | Time: 1838.32 ms
[2021-06-20 13:43:12 main:581] : INFO : Epoch 1783 | loss: 0.0311486 | val_loss: 0.0311645 | Time: 1878.61 ms
[2021-06-20 13:43:14 main:581] : INFO : Epoch 1784 | loss: 0.0311467 | val_loss: 0.0311682 | Time: 1890.49 ms
[2021-06-20 13:43:16 main:581] : INFO : Epoch 1785 | loss: 0.031148 | val_loss: 0.0311631 | Time: 1864.56 ms
[2021-06-20 13:43:18 main:581] : INFO : Epoch 1786 | loss: 0.0311475 | val_loss: 0.0311629 | Time: 1870.05 ms
[2021-06-20 13:43:20 main:581] : INFO : Epoch 1787 | loss: 0.0311474 | val_loss: 0.0311643 | Time: 1868.6 ms
[2021-06-20 13:43:22 main:581] : INFO : Epoch 1788 | loss: 0.0311471 | val_loss: 0.0311633 | Time: 1849.48 ms
[2021-06-20 13:43:23 main:581] : INFO : Epoch 1789 | loss: 0.0311462 | val_loss: 0.0311632 | Time: 1872.11 ms
[2021-06-20 13:43:25 main:581] : INFO : Epoch 1790 | loss: 0.0311469 | val_loss: 0.0311634 | Time: 1856.55 ms
[2021-06-20 13:43:27 main:581] : INFO : Epoch 1791 | loss: 0.0311461 | val_loss: 0.0311627 | Time: 1878.14 ms
[2021-06-20 13:43:29 main:581] : INFO : Epoch 1792 | loss: 0.0311465 | val_loss: 0.0311662 | Time: 1844.95 ms
[2021-06-20 13:43:31 main:581] : INFO : Epoch 1793 | loss: 0.0311463 | val_loss: 0.0311673 | Time: 1845.03 ms
[2021-06-20 13:43:33 main:581] : INFO : Epoch 1794 | loss: 0.0311486 | val_loss: 0.0311644 | Time: 1855.27 ms
[2021-06-20 13:43:35 main:581] : INFO : Epoch 1795 | loss: 0.0311494 | val_loss: 0.0311652 | Time: 1814.31 ms
[2021-06-20 13:43:36 main:581] : INFO : Epoch 1796 | loss: 0.0311487 | val_loss: 0.0311663 | Time: 1878.29 ms
[2021-06-20 13:43:38 main:581] : INFO : Epoch 1797 | loss: 0.0311497 | val_loss: 0.0311643 | Time: 1854.75 ms
[2021-06-20 13:43:40 main:581] : INFO : Epoch 1798 | loss: 0.0311469 | val_loss: 0.031164 | Time: 1865.02 ms
[2021-06-20 13:43:42 main:581] : INFO : Epoch 1799 | loss: 0.0311469 | val_loss: 0.0311659 | Time: 1850.15 ms
[2021-06-20 13:43:44 main:581] : INFO : Epoch 1800 | loss: 0.0311471 | val_loss: 0.0311653 | Time: 1821.63 ms
[2021-06-20 13:43:46 main:581] : INFO : Epoch 1801 | loss: 0.0311466 | val_loss: 0.0311701 | Time: 1795.94 ms
[2021-06-20 13:43:47 main:581] : INFO : Epoch 1802 | loss: 0.0311466 | val_loss: 0.0311664 | Time: 1820.69 ms
[2021-06-20 13:43:49 main:581] : INFO : Epoch 1803 | loss: 0.0311471 | val_loss: 0.0311674 | Time: 1885.13 ms
[2021-06-20 13:43:51 main:581] : INFO : Epoch 1804 | loss: 0.0311479 | val_loss: 0.0311701 | Time: 1805.46 ms
[2021-06-20 13:43:53 main:581] : INFO : Epoch 1805 | loss: 0.0311475 | val_loss: 0.031166 | Time: 1858.71 ms
[2021-06-20 13:43:55 main:581] : INFO : Epoch 1806 | loss: 0.0311465 | val_loss: 0.0311655 | Time: 1861.23 ms
[2021-06-20 13:43:57 main:581] : INFO : Epoch 1807 | loss: 0.0311483 | val_loss: 0.0311698 | Time: 1881.26 ms
[2021-06-20 13:43:59 main:581] : INFO : Epoch 1808 | loss: 0.0311533 | val_loss: 0.0311731 | Time: 1873.8 ms
[2021-06-20 13:44:00 main:581] : INFO : Epoch 1809 | loss: 0.031162 | val_loss: 0.0311714 | Time: 1839.83 ms
[2021-06-20 13:44:02 main:581] : INFO : Epoch 1810 | loss: 0.0311577 | val_loss: 0.0311692 | Time: 1828.63 ms
[2021-06-20 13:44:04 main:581] : INFO : Epoch 1811 | loss: 0.0311557 | val_loss: 0.0311666 | Time: 1859.99 ms
[2021-06-20 13:44:06 main:581] : INFO : Epoch 1812 | loss: 0.0311526 | val_loss: 0.0311689 | Time: 1873.2 ms
[2021-06-20 13:44:08 main:581] : INFO : Epoch 1813 | loss: 0.0311523 | val_loss: 0.0311671 | Time: 1865.18 ms
[2021-06-20 13:44:10 main:581] : INFO : Epoch 1814 | loss: 0.0311517 | val_loss: 0.0311655 | Time: 1882.9 ms
[2021-06-20 13:44:12 main:581] : INFO : Epoch 1815 | loss: 0.0311511 | val_loss: 0.0311647 | Time: 1889.87 ms
[2021-06-20 13:44:14 main:581] : INFO : Epoch 1816 | loss: 0.0311499 | val_loss: 0.0311706 | Time: 1881.93 ms
[2021-06-20 13:44:15 main:581] : INFO : Epoch 1817 | loss: 0.0311513 | val_loss: 0.0311668 | Time: 1855.17 ms
[2021-06-20 13:44:17 main:581] : INFO : Epoch 1818 | loss: 0.0311502 | val_loss: 0.0311656 | Time: 1875.05 ms
[2021-06-20 13:44:19 main:581] : INFO : Epoch 1819 | loss: 0.0311503 | val_loss: 0.0311646 | Time: 1870.04 ms
[2021-06-20 13:44:21 main:581] : INFO : Epoch 1820 | loss: 0.0311502 | val_loss: 0.0311697 | Time: 1851.42 ms
[2021-06-20 13:44:23 main:581] : INFO : Epoch 1821 | loss: 0.0311492 | val_loss: 0.0311646 | Time: 1850.78 ms
[2021-06-20 13:44:25 main:581] : INFO : Epoch 1822 | loss: 0.03115 | val_loss: 0.0311653 | Time: 1866.66 ms
[2021-06-20 13:44:27 main:581] : INFO : Epoch 1823 | loss: 0.0311561 | val_loss: 0.0311681 | Time: 1856.6 ms
[2021-06-20 13:44:28 main:581] : INFO : Epoch 1824 | loss: 0.0311544 | val_loss: 0.0311649 | Time: 1819.04 ms
[2021-06-20 13:44:30 main:581] : INFO : Epoch 1825 | loss: 0.0311519 | val_loss: 0.0311664 | Time: 1882.29 ms
[2021-06-20 13:44:32 main:581] : INFO : Epoch 1826 | loss: 0.0311503 | val_loss: 0.0311686 | Time: 1869.58 ms
[2021-06-20 13:44:34 main:581] : INFO : Epoch 1827 | loss: 0.0311549 | val_loss: 0.0311716 | Time: 1814.74 ms
[2021-06-20 13:44:36 main:581] : INFO : Epoch 1828 | loss: 0.0311609 | val_loss: 0.0311885 | Time: 1858.83 ms
[2021-06-20 13:44:38 main:581] : INFO : Epoch 1829 | loss: 0.031165 | val_loss: 0.0311686 | Time: 1854.12 ms
[2021-06-20 13:44:40 main:581] : INFO : Epoch 1830 | loss: 0.0311552 | val_loss: 0.0311679 | Time: 1850.46 ms
[2021-06-20 13:44:41 main:581] : INFO : Epoch 1831 | loss: 0.0311512 | val_loss: 0.0311695 | Time: 1877.84 ms
[2021-06-20 13:44:43 main:581] : INFO : Epoch 1832 | loss: 0.0311555 | val_loss: 0.0311671 | Time: 1901.01 ms
[2021-06-20 13:44:45 main:581] : INFO : Epoch 1833 | loss: 0.0311499 | val_loss: 0.0311648 | Time: 1810.3 ms
[2021-06-20 13:44:47 main:581] : INFO : Epoch 1834 | loss: 0.0311492 | val_loss: 0.0311624 | Time: 1860.82 ms
[2021-06-20 13:44:49 main:581] : INFO : Epoch 1835 | loss: 0.0311485 | val_loss: 0.0311666 | Time: 1883.9 ms
[2021-06-20 13:44:51 main:581] : INFO : Epoch 1836 | loss: 0.031149 | val_loss: 0.031166 | Time: 1810.32 ms
[2021-06-20 13:44:53 main:581] : INFO : Epoch 1837 | loss: 0.0311478 | val_loss: 0.0311702 | Time: 1877.19 ms
[2021-06-20 13:44:54 main:581] : INFO : Epoch 1838 | loss: 0.0311477 | val_loss: 0.0311662 | Time: 1863.11 ms
[2021-06-20 13:44:56 main:581] : INFO : Epoch 1839 | loss: 0.0311486 | val_loss: 0.0311667 | Time: 1882.33 ms
[2021-06-20 13:44:58 main:581] : INFO : Epoch 1840 | loss: 0.0311477 | val_loss: 0.0311646 | Time: 1905.21 ms
[2021-06-20 13:45:00 main:581] : INFO : Epoch 1841 | loss: 0.0311476 | val_loss: 0.0311717 | Time: 1873.66 ms
[2021-06-20 13:45:02 main:581] : INFO : Epoch 1842 | loss: 0.031148 | val_loss: 0.0311659 | Time: 1824.88 ms
[2021-06-20 13:45:04 main:581] : INFO : Epoch 1843 | loss: 0.0311471 | val_loss: 0.0311657 | Time: 1807.25 ms
[2021-06-20 13:45:06 main:581] : INFO : Epoch 1844 | loss: 0.0311476 | val_loss: 0.0311699 | Time: 1853.34 ms
[2021-06-20 13:45:07 main:581] : INFO : Epoch 1845 | loss: 0.0311491 | val_loss: 0.0311713 | Time: 1827.21 ms
[2021-06-20 13:45:09 main:581] : INFO : Epoch 1846 | loss: 0.0311471 | val_loss: 0.031168 | Time: 1818.21 ms
[2021-06-20 13:45:11 main:581] : INFO : Epoch 1847 | loss: 0.0311473 | val_loss: 0.0311655 | Time: 1845.95 ms
[2021-06-20 13:45:13 main:581] : INFO : Epoch 1848 | loss: 0.031146 | val_loss: 0.0311679 | Time: 1861.23 ms
[2021-06-20 13:45:15 main:581] : INFO : Epoch 1849 | loss: 0.0311453 | val_loss: 0.0311654 | Time: 1862.99 ms
[2021-06-20 13:45:17 main:581] : INFO : Epoch 1850 | loss: 0.0311448 | val_loss: 0.0311647 | Time: 1876.19 ms
[2021-06-20 13:45:19 main:581] : INFO : Epoch 1851 | loss: 0.0311464 | val_loss: 0.0311683 | Time: 1883.57 ms
[2021-06-20 13:45:20 main:581] : INFO : Epoch 1852 | loss: 0.0311458 | val_loss: 0.0311704 | Time: 1805.6 ms
[2021-06-20 13:45:22 main:581] : INFO : Epoch 1853 | loss: 0.031147 | val_loss: 0.0311695 | Time: 1779.67 ms
[2021-06-20 13:45:24 main:581] : INFO : Epoch 1854 | loss: 0.0311506 | val_loss: 0.03117 | Time: 1856.74 ms
[2021-06-20 13:45:26 main:581] : INFO : Epoch 1855 | loss: 0.0311481 | val_loss: 0.0311688 | Time: 1849.38 ms
[2021-06-20 13:45:28 main:581] : INFO : Epoch 1856 | loss: 0.0311455 | val_loss: 0.0311691 | Time: 1892.97 ms
[2021-06-20 13:45:30 main:581] : INFO : Epoch 1857 | loss: 0.0311464 | val_loss: 0.0311686 | Time: 1896.37 ms
[2021-06-20 13:45:32 main:581] : INFO : Epoch 1858 | loss: 0.0311468 | val_loss: 0.0311638 | Time: 1869.12 ms
[2021-06-20 13:45:33 main:581] : INFO : Epoch 1859 | loss: 0.0311454 | val_loss: 0.031166 | Time: 1900.64 ms
[2021-06-20 13:45:35 main:581] : INFO : Epoch 1860 | loss: 0.0311476 | val_loss: 0.0311656 | Time: 1782.47 ms
[2021-06-20 13:45:37 main:581] : INFO : Epoch 1861 | loss: 0.0311441 | val_loss: 0.031166 | Time: 1862.83 ms
[2021-06-20 13:45:39 main:581] : INFO : Epoch 1862 | loss: 0.0311437 | val_loss: 0.0311663 | Time: 1862.5 ms
[2021-06-20 13:45:41 main:581] : INFO : Epoch 1863 | loss: 0.0311455 | val_loss: 0.0311675 | Time: 1870.83 ms
[2021-06-20 13:45:43 main:581] : INFO : Epoch 1864 | loss: 0.0311448 | val_loss: 0.031165 | Time: 1861.22 ms
[2021-06-20 13:45:45 main:581] : INFO : Epoch 1865 | loss: 0.0311432 | val_loss: 0.0311675 | Time: 1862.96 ms
[2021-06-20 13:45:46 main:581] : INFO : Epoch 1866 | loss: 0.0311436 | val_loss: 0.0311675 | Time: 1876.28 ms
[2021-06-20 13:45:48 main:581] : INFO : Epoch 1867 | loss: 0.0311431 | val_loss: 0.0311752 | Time: 1817.22 ms
[2021-06-20 13:45:50 main:581] : INFO : Epoch 1868 | loss: 0.0311456 | val_loss: 0.0311721 | Time: 1887.34 ms
[2021-06-20 13:45:52 main:581] : INFO : Epoch 1869 | loss: 0.0311459 | val_loss: 0.0311656 | Time: 1860.24 ms
[2021-06-20 13:45:54 main:581] : INFO : Epoch 1870 | loss: 0.0311451 | val_loss: 0.0311656 | Time: 1860.07 ms
[2021-06-20 13:45:56 main:581] : INFO : Epoch 1871 | loss: 0.031144 | val_loss: 0.0311665 | Time: 1841.73 ms
[2021-06-20 13:45:58 main:581] : INFO : Epoch 1872 | loss: 0.0311424 | val_loss: 0.0311648 | Time: 1869.46 ms
[2021-06-20 13:45:59 main:581] : INFO : Epoch 1873 | loss: 0.0311463 | val_loss: 0.0311721 | Time: 1867.5 ms
[2021-06-20 13:46:01 main:581] : INFO : Epoch 1874 | loss: 0.0311454 | val_loss: 0.0311715 | Time: 1857.56 ms
[2021-06-20 13:46:03 main:581] : INFO : Epoch 1875 | loss: 0.0311454 | val_loss: 0.0311662 | Time: 1787.09 ms
[2021-06-20 13:46:05 main:581] : INFO : Epoch 1876 | loss: 0.0311428 | val_loss: 0.0311657 | Time: 1827.47 ms
[2021-06-20 13:46:07 main:581] : INFO : Epoch 1877 | loss: 0.0311451 | val_loss: 0.03117 | Time: 1858 ms
[2021-06-20 13:46:09 main:581] : INFO : Epoch 1878 | loss: 0.0311467 | val_loss: 0.0311709 | Time: 1834.64 ms
[2021-06-20 13:46:10 main:581] : INFO : Epoch 1879 | loss: 0.0311499 | val_loss: 0.0311671 | Time: 1860.77 ms
[2021-06-20 13:46:12 main:581] : INFO : Epoch 1880 | loss: 0.0311498 | val_loss: 0.0311669 | Time: 1742.18 ms
[2021-06-20 13:46:14 main:581] : INFO : Epoch 1881 | loss: 0.0311469 | val_loss: 0.0311705 | Time: 1821.91 ms
[2021-06-20 13:46:16 main:581] : INFO : Epoch 1882 | loss: 0.0311462 | val_loss: 0.0311669 | Time: 1875.81 ms
[2021-06-20 13:46:18 main:581] : INFO : Epoch 1883 | loss: 0.0311485 | val_loss: 0.0311688 | Time: 1871.03 ms
[2021-06-20 13:46:20 main:581] : INFO : Epoch 1884 | loss: 0.0311536 | val_loss: 0.0311741 | Time: 1809.95 ms
[2021-06-20 13:46:21 main:581] : INFO : Epoch 1885 | loss: 0.0311544 | val_loss: 0.0311734 | Time: 1768.28 ms
[2021-06-20 13:46:23 main:581] : INFO : Epoch 1886 | loss: 0.0311555 | val_loss: 0.0311706 | Time: 1874.82 ms
[2021-06-20 13:46:25 main:581] : INFO : Epoch 1887 | loss: 0.0311486 | val_loss: 0.0311712 | Time: 1813.59 ms
[2021-06-20 13:46:27 main:581] : INFO : Epoch 1888 | loss: 0.0311471 | val_loss: 0.0311726 | Time: 1806.94 ms
[2021-06-20 13:46:29 main:581] : INFO : Epoch 1889 | loss: 0.0311474 | val_loss: 0.0311663 | Time: 1868.27 ms
[2021-06-20 13:46:31 main:581] : INFO : Epoch 1890 | loss: 0.0311466 | val_loss: 0.0311694 | Time: 1846.63 ms
[2021-06-20 13:46:32 main:581] : INFO : Epoch 1891 | loss: 0.0311464 | val_loss: 0.0311659 | Time: 1864.22 ms
[2021-06-20 13:46:34 main:581] : INFO : Epoch 1892 | loss: 0.0311451 | val_loss: 0.0311707 | Time: 1881.44 ms
[2021-06-20 13:46:36 main:581] : INFO : Epoch 1893 | loss: 0.0311462 | val_loss: 0.0311734 | Time: 1875.51 ms
[2021-06-20 13:46:38 main:581] : INFO : Epoch 1894 | loss: 0.0311496 | val_loss: 0.0311671 | Time: 1882.36 ms
[2021-06-20 13:46:40 main:581] : INFO : Epoch 1895 | loss: 0.031145 | val_loss: 0.0311674 | Time: 1867.92 ms
[2021-06-20 13:46:42 main:581] : INFO : Epoch 1896 | loss: 0.0311452 | val_loss: 0.0311724 | Time: 1867.03 ms
[2021-06-20 13:46:44 main:581] : INFO : Epoch 1897 | loss: 0.0311463 | val_loss: 0.0311647 | Time: 1884.57 ms
[2021-06-20 13:46:45 main:581] : INFO : Epoch 1898 | loss: 0.0311443 | val_loss: 0.0311703 | Time: 1845.28 ms
[2021-06-20 13:46:47 main:581] : INFO : Epoch 1899 | loss: 0.0311432 | val_loss: 0.0311739 | Time: 1886.33 ms
[2021-06-20 13:46:49 main:581] : INFO : Epoch 1900 | loss: 0.0311443 | val_loss: 0.0311747 | Time: 1871.72 ms
[2021-06-20 13:46:51 main:581] : INFO : Epoch 1901 | loss: 0.0311433 | val_loss: 0.0311686 | Time: 1803.8 ms
[2021-06-20 13:46:53 main:581] : INFO : Epoch 1902 | loss: 0.0311416 | val_loss: 0.0311686 | Time: 1856.22 ms
[2021-06-20 13:46:55 main:581] : INFO : Epoch 1903 | loss: 0.0311415 | val_loss: 0.0311702 | Time: 1885.1 ms
[2021-06-20 13:46:57 main:581] : INFO : Epoch 1904 | loss: 0.0311415 | val_loss: 0.0311752 | Time: 1882.86 ms
[2021-06-20 13:46:59 main:581] : INFO : Epoch 1905 | loss: 0.0311428 | val_loss: 0.0311704 | Time: 1895.83 ms
[2021-06-20 13:47:00 main:581] : INFO : Epoch 1906 | loss: 0.0311421 | val_loss: 0.0311679 | Time: 1893.25 ms
[2021-06-20 13:47:02 main:581] : INFO : Epoch 1907 | loss: 0.0311586 | val_loss: 0.0311828 | Time: 1868.59 ms
[2021-06-20 13:47:04 main:581] : INFO : Epoch 1908 | loss: 0.0311799 | val_loss: 0.0311797 | Time: 1905.69 ms
[2021-06-20 13:47:06 main:581] : INFO : Epoch 1909 | loss: 0.0311772 | val_loss: 0.0311775 | Time: 1742.25 ms
[2021-06-20 13:47:08 main:581] : INFO : Epoch 1910 | loss: 0.0311756 | val_loss: 0.031178 | Time: 1863.98 ms
[2021-06-20 13:47:10 main:581] : INFO : Epoch 1911 | loss: 0.0311754 | val_loss: 0.0311769 | Time: 1878.17 ms
[2021-06-20 13:47:12 main:581] : INFO : Epoch 1912 | loss: 0.0311742 | val_loss: 0.0311754 | Time: 1859.13 ms
[2021-06-20 13:47:13 main:581] : INFO : Epoch 1913 | loss: 0.0311734 | val_loss: 0.0311747 | Time: 1856.07 ms
[2021-06-20 13:47:15 main:581] : INFO : Epoch 1914 | loss: 0.0311731 | val_loss: 0.031175 | Time: 1766.98 ms
[2021-06-20 13:47:17 main:581] : INFO : Epoch 1915 | loss: 0.0311711 | val_loss: 0.0311739 | Time: 1863.71 ms
[2021-06-20 13:47:19 main:581] : INFO : Epoch 1916 | loss: 0.03117 | val_loss: 0.0311744 | Time: 1871.76 ms
[2021-06-20 13:47:21 main:581] : INFO : Epoch 1917 | loss: 0.0311702 | val_loss: 0.0311734 | Time: 1868.55 ms
[2021-06-20 13:47:23 main:581] : INFO : Epoch 1918 | loss: 0.0311688 | val_loss: 0.0311739 | Time: 1882.06 ms
[2021-06-20 13:47:25 main:581] : INFO : Epoch 1919 | loss: 0.031169 | val_loss: 0.0311731 | Time: 1883.32 ms
[2021-06-20 13:47:26 main:581] : INFO : Epoch 1920 | loss: 0.0311677 | val_loss: 0.0311725 | Time: 1822.91 ms
[2021-06-20 13:47:28 main:581] : INFO : Epoch 1921 | loss: 0.0311682 | val_loss: 0.0311729 | Time: 1844.49 ms
[2021-06-20 13:47:30 main:581] : INFO : Epoch 1922 | loss: 0.0311673 | val_loss: 0.0311725 | Time: 1878.53 ms
[2021-06-20 13:47:32 main:581] : INFO : Epoch 1923 | loss: 0.0311673 | val_loss: 0.0311769 | Time: 1880.66 ms
[2021-06-20 13:47:34 main:581] : INFO : Epoch 1924 | loss: 0.0311701 | val_loss: 0.031174 | Time: 1864.82 ms
[2021-06-20 13:47:36 main:581] : INFO : Epoch 1925 | loss: 0.0311693 | val_loss: 0.031177 | Time: 1901.74 ms
[2021-06-20 13:47:38 main:581] : INFO : Epoch 1926 | loss: 0.0311703 | val_loss: 0.0311741 | Time: 1859.41 ms
[2021-06-20 13:47:39 main:581] : INFO : Epoch 1927 | loss: 0.0311683 | val_loss: 0.0311724 | Time: 1848.41 ms
[2021-06-20 13:47:41 main:581] : INFO : Epoch 1928 | loss: 0.0311676 | val_loss: 0.0311719 | Time: 1850.51 ms
[2021-06-20 13:47:43 main:581] : INFO : Epoch 1929 | loss: 0.0311664 | val_loss: 0.0311726 | Time: 1786.91 ms
[2021-06-20 13:47:45 main:581] : INFO : Epoch 1930 | loss: 0.0311676 | val_loss: 0.031172 | Time: 1823.2 ms
[2021-06-20 13:47:47 main:581] : INFO : Epoch 1931 | loss: 0.0311662 | val_loss: 0.0311722 | Time: 1853.84 ms
[2021-06-20 13:47:49 main:581] : INFO : Epoch 1932 | loss: 0.0311668 | val_loss: 0.0311726 | Time: 1859.97 ms
[2021-06-20 13:47:50 main:581] : INFO : Epoch 1933 | loss: 0.0311651 | val_loss: 0.0311721 | Time: 1802.83 ms
[2021-06-20 13:47:52 main:581] : INFO : Epoch 1934 | loss: 0.0311633 | val_loss: 0.0311707 | Time: 1872.83 ms
[2021-06-20 13:47:54 main:581] : INFO : Epoch 1935 | loss: 0.0311639 | val_loss: 0.0311713 | Time: 2008.55 ms
[2021-06-20 13:47:56 main:581] : INFO : Epoch 1936 | loss: 0.0311633 | val_loss: 0.0311704 | Time: 1855.75 ms
[2021-06-20 13:47:58 main:581] : INFO : Epoch 1937 | loss: 0.0311653 | val_loss: 0.0311752 | Time: 1851.37 ms
[2021-06-20 13:48:00 main:581] : INFO : Epoch 1938 | loss: 0.031165 | val_loss: 0.0311724 | Time: 1857.88 ms
[2021-06-20 13:48:02 main:581] : INFO : Epoch 1939 | loss: 0.031163 | val_loss: 0.0311718 | Time: 1855.76 ms
[2021-06-20 13:48:04 main:581] : INFO : Epoch 1940 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 1875.02 ms
[2021-06-20 13:48:06 main:581] : INFO : Epoch 1941 | loss: 0.0311632 | val_loss: 0.0311707 | Time: 1877.1 ms
[2021-06-20 13:48:07 main:581] : INFO : Epoch 1942 | loss: 0.0311628 | val_loss: 0.0311719 | Time: 1813.09 ms
[2021-06-20 13:48:09 main:581] : INFO : Epoch 1943 | loss: 0.031162 | val_loss: 0.0311709 | Time: 1818.63 ms
[2021-06-20 13:48:11 main:581] : INFO : Epoch 1944 | loss: 0.0311615 | val_loss: 0.0311713 | Time: 1861.94 ms
[2021-06-20 13:48:13 main:581] : INFO : Epoch 1945 | loss: 0.0311618 | val_loss: 0.0311709 | Time: 1850.39 ms
[2021-06-20 13:48:15 main:581] : INFO : Epoch 1946 | loss: 0.0311613 | val_loss: 0.0311701 | Time: 1875.05 ms
[2021-06-20 13:48:17 main:581] : INFO : Epoch 1947 | loss: 0.0311609 | val_loss: 0.031171 | Time: 1874.52 ms
[2021-06-20 13:48:18 main:581] : INFO : Epoch 1948 | loss: 0.0311611 | val_loss: 0.0311727 | Time: 1805.78 ms
[2021-06-20 13:48:20 main:581] : INFO : Epoch 1949 | loss: 0.0311609 | val_loss: 0.0311709 | Time: 1840.38 ms
[2021-06-20 13:48:22 main:581] : INFO : Epoch 1950 | loss: 0.0311603 | val_loss: 0.0311696 | Time: 1842.11 ms
[2021-06-20 13:48:24 main:581] : INFO : Epoch 1951 | loss: 0.0311603 | val_loss: 0.0311742 | Time: 1847.08 ms
[2021-06-20 13:48:26 main:581] : INFO : Epoch 1952 | loss: 0.0311632 | val_loss: 0.0311708 | Time: 1836.12 ms
[2021-06-20 13:48:28 main:581] : INFO : Epoch 1953 | loss: 0.0311604 | val_loss: 0.0311712 | Time: 1815.38 ms
[2021-06-20 13:48:29 main:581] : INFO : Epoch 1954 | loss: 0.03116 | val_loss: 0.031169 | Time: 1844.75 ms
[2021-06-20 13:48:31 main:581] : INFO : Epoch 1955 | loss: 0.0311589 | val_loss: 0.0311703 | Time: 1770.97 ms
[2021-06-20 13:48:33 main:581] : INFO : Epoch 1956 | loss: 0.0311588 | val_loss: 0.0311697 | Time: 1906.91 ms
[2021-06-20 13:48:35 main:581] : INFO : Epoch 1957 | loss: 0.0311601 | val_loss: 0.0311696 | Time: 1893.26 ms
[2021-06-20 13:48:37 main:581] : INFO : Epoch 1958 | loss: 0.0311595 | val_loss: 0.0311695 | Time: 1869.72 ms
[2021-06-20 13:48:39 main:581] : INFO : Epoch 1959 | loss: 0.0311585 | val_loss: 0.0311706 | Time: 1895.23 ms
[2021-06-20 13:48:41 main:581] : INFO : Epoch 1960 | loss: 0.0311599 | val_loss: 0.0311701 | Time: 1887.45 ms
[2021-06-20 13:48:43 main:581] : INFO : Epoch 1961 | loss: 0.0311587 | val_loss: 0.0311694 | Time: 1875.88 ms
[2021-06-20 13:48:44 main:581] : INFO : Epoch 1962 | loss: 0.0311584 | val_loss: 0.0311688 | Time: 1879.03 ms
[2021-06-20 13:48:46 main:581] : INFO : Epoch 1963 | loss: 0.0311584 | val_loss: 0.0311682 | Time: 1828.35 ms
[2021-06-20 13:48:48 main:581] : INFO : Epoch 1964 | loss: 0.031159 | val_loss: 0.031168 | Time: 1842.95 ms
[2021-06-20 13:48:50 main:581] : INFO : Epoch 1965 | loss: 0.0311573 | val_loss: 0.0311678 | Time: 1874.62 ms
[2021-06-20 13:48:52 main:581] : INFO : Epoch 1966 | loss: 0.0311569 | val_loss: 0.0311707 | Time: 1882.03 ms
[2021-06-20 13:48:54 main:581] : INFO : Epoch 1967 | loss: 0.0311566 | val_loss: 0.0311681 | Time: 1778.18 ms
[2021-06-20 13:48:55 main:581] : INFO : Epoch 1968 | loss: 0.0311567 | val_loss: 0.0311675 | Time: 1834.82 ms
[2021-06-20 13:48:57 main:581] : INFO : Epoch 1969 | loss: 0.0311568 | val_loss: 0.0311697 | Time: 1897.16 ms
[2021-06-20 13:48:59 main:581] : INFO : Epoch 1970 | loss: 0.031157 | val_loss: 0.031168 | Time: 1862.61 ms
[2021-06-20 13:49:01 main:581] : INFO : Epoch 1971 | loss: 0.0311565 | val_loss: 0.0311671 | Time: 1859.51 ms
[2021-06-20 13:49:03 main:581] : INFO : Epoch 1972 | loss: 0.0311574 | val_loss: 0.0311685 | Time: 1859.08 ms
[2021-06-20 13:49:05 main:581] : INFO : Epoch 1973 | loss: 0.0311573 | val_loss: 0.0311734 | Time: 1982.21 ms
[2021-06-20 13:49:07 main:581] : INFO : Epoch 1974 | loss: 0.0311591 | val_loss: 0.0311688 | Time: 1887.8 ms
[2021-06-20 13:49:09 main:581] : INFO : Epoch 1975 | loss: 0.031156 | val_loss: 0.031165 | Time: 1867.75 ms
[2021-06-20 13:49:11 main:581] : INFO : Epoch 1976 | loss: 0.0311546 | val_loss: 0.031167 | Time: 1865.77 ms
[2021-06-20 13:49:12 main:581] : INFO : Epoch 1977 | loss: 0.0311542 | val_loss: 0.0311666 | Time: 1861 ms
[2021-06-20 13:49:14 main:581] : INFO : Epoch 1978 | loss: 0.0311533 | val_loss: 0.0311645 | Time: 1783.41 ms
[2021-06-20 13:49:16 main:581] : INFO : Epoch 1979 | loss: 0.0311532 | val_loss: 0.0311673 | Time: 1817.76 ms
[2021-06-20 13:49:18 main:581] : INFO : Epoch 1980 | loss: 0.0311529 | val_loss: 0.0311694 | Time: 1893.23 ms
[2021-06-20 13:49:20 main:581] : INFO : Epoch 1981 | loss: 0.0311545 | val_loss: 0.0311673 | Time: 1895.88 ms
[2021-06-20 13:49:22 main:581] : INFO : Epoch 1982 | loss: 0.0311527 | val_loss: 0.0311671 | Time: 1840.83 ms
[2021-06-20 13:49:23 main:581] : INFO : Epoch 1983 | loss: 0.031152 | val_loss: 0.0311645 | Time: 1817.14 ms
[2021-06-20 13:49:25 main:581] : INFO : Epoch 1984 | loss: 0.031153 | val_loss: 0.0311631 | Time: 1860.72 ms
[2021-06-20 13:49:27 main:581] : INFO : Epoch 1985 | loss: 0.0311529 | val_loss: 0.031167 | Time: 1867.9 ms
[2021-06-20 13:49:29 main:581] : INFO : Epoch 1986 | loss: 0.0311535 | val_loss: 0.0311659 | Time: 1854.43 ms
[2021-06-20 13:49:31 main:581] : INFO : Epoch 1987 | loss: 0.0311518 | val_loss: 0.0311644 | Time: 1857.51 ms
[2021-06-20 13:49:33 main:581] : INFO : Epoch 1988 | loss: 0.0311503 | val_loss: 0.0311692 | Time: 1785.36 ms
[2021-06-20 13:49:35 main:581] : INFO : Epoch 1989 | loss: 0.0311527 | val_loss: 0.0311642 | Time: 1866.69 ms
[2021-06-20 13:49:36 main:581] : INFO : Epoch 1990 | loss: 0.0311529 | val_loss: 0.0311646 | Time: 1844.45 ms
[2021-06-20 13:49:38 main:581] : INFO : Epoch 1991 | loss: 0.0311523 | val_loss: 0.0311619 | Time: 1861.77 ms
[2021-06-20 13:49:40 main:581] : INFO : Epoch 1992 | loss: 0.0311515 | val_loss: 0.0311675 | Time: 1844.99 ms
[2021-06-20 13:49:42 main:581] : INFO : Epoch 1993 | loss: 0.0311531 | val_loss: 0.0311696 | Time: 1817.92 ms
[2021-06-20 13:49:44 main:581] : INFO : Epoch 1994 | loss: 0.0311539 | val_loss: 0.0311669 | Time: 1858.97 ms
[2021-06-20 13:49:46 main:581] : INFO : Epoch 1995 | loss: 0.0311509 | val_loss: 0.0311672 | Time: 1872.7 ms
[2021-06-20 13:49:48 main:581] : INFO : Epoch 1996 | loss: 0.0311498 | val_loss: 0.0311663 | Time: 1905.82 ms
[2021-06-20 13:49:49 main:581] : INFO : Epoch 1997 | loss: 0.0311508 | val_loss: 0.0311677 | Time: 1845.94 ms
[2021-06-20 13:49:51 main:581] : INFO : Epoch 1998 | loss: 0.031149 | val_loss: 0.0311648 | Time: 1843.75 ms
[2021-06-20 13:49:53 main:581] : INFO : Epoch 1999 | loss: 0.0311484 | val_loss: 0.0311645 | Time: 1906.28 ms
[2021-06-20 13:49:55 main:581] : INFO : Epoch 2000 | loss: 0.0311485 | val_loss: 0.0311638 | Time: 1864.02 ms
[2021-06-20 13:49:57 main:581] : INFO : Epoch 2001 | loss: 0.0311493 | val_loss: 0.0311658 | Time: 1879.91 ms
[2021-06-20 13:49:59 main:581] : INFO : Epoch 2002 | loss: 0.031149 | val_loss: 0.031164 | Time: 1799.37 ms
[2021-06-20 13:50:01 main:581] : INFO : Epoch 2003 | loss: 0.0311529 | val_loss: 0.0311664 | Time: 1867.69 ms
[2021-06-20 13:50:02 main:581] : INFO : Epoch 2004 | loss: 0.0311541 | val_loss: 0.031172 | Time: 1824.13 ms
[2021-06-20 13:50:04 main:581] : INFO : Epoch 2005 | loss: 0.0311533 | val_loss: 0.0311652 | Time: 1798.38 ms
[2021-06-20 13:50:06 main:581] : INFO : Epoch 2006 | loss: 0.031151 | val_loss: 0.0311632 | Time: 1871.88 ms
[2021-06-20 13:50:08 main:581] : INFO : Epoch 2007 | loss: 0.0311485 | val_loss: 0.0311641 | Time: 1873.37 ms
[2021-06-20 13:50:10 main:581] : INFO : Epoch 2008 | loss: 0.0311496 | val_loss: 0.031165 | Time: 1889.88 ms
[2021-06-20 13:50:12 main:581] : INFO : Epoch 2009 | loss: 0.0311519 | val_loss: 0.0311669 | Time: 1880.11 ms
[2021-06-20 13:50:14 main:581] : INFO : Epoch 2010 | loss: 0.0311505 | val_loss: 0.0311625 | Time: 1877.52 ms
[2021-06-20 13:50:15 main:581] : INFO : Epoch 2011 | loss: 0.0311492 | val_loss: 0.031163 | Time: 1839.62 ms
[2021-06-20 13:50:17 main:581] : INFO : Epoch 2012 | loss: 0.0311502 | val_loss: 0.0311639 | Time: 1868.19 ms
[2021-06-20 13:50:19 main:581] : INFO : Epoch 2013 | loss: 0.0311492 | val_loss: 0.0311676 | Time: 1820.61 ms
[2021-06-20 13:50:21 main:581] : INFO : Epoch 2014 | loss: 0.0311489 | val_loss: 0.0311652 | Time: 1809.01 ms
[2021-06-20 13:50:23 main:581] : INFO : Epoch 2015 | loss: 0.0311483 | val_loss: 0.031165 | Time: 1856.16 ms
[2021-06-20 13:50:25 main:581] : INFO : Epoch 2016 | loss: 0.0311471 | val_loss: 0.0311662 | Time: 1830.12 ms
[2021-06-20 13:50:26 main:581] : INFO : Epoch 2017 | loss: 0.0311469 | val_loss: 0.0311656 | Time: 1866.14 ms
[2021-06-20 13:50:28 main:581] : INFO : Epoch 2018 | loss: 0.0311486 | val_loss: 0.0311747 | Time: 1808.43 ms
[2021-06-20 13:50:30 main:581] : INFO : Epoch 2019 | loss: 0.0311515 | val_loss: 0.0311652 | Time: 1879.52 ms
[2021-06-20 13:50:32 main:581] : INFO : Epoch 2020 | loss: 0.0311484 | val_loss: 0.0311635 | Time: 1834.19 ms
[2021-06-20 13:50:34 main:581] : INFO : Epoch 2021 | loss: 0.0311474 | val_loss: 0.0311646 | Time: 1864.38 ms
[2021-06-20 13:50:36 main:581] : INFO : Epoch 2022 | loss: 0.031147 | val_loss: 0.0311646 | Time: 1797.92 ms
[2021-06-20 13:50:37 main:581] : INFO : Epoch 2023 | loss: 0.0311443 | val_loss: 0.0311647 | Time: 1817.82 ms
[2021-06-20 13:50:39 main:581] : INFO : Epoch 2024 | loss: 0.0311457 | val_loss: 0.0311638 | Time: 1892.01 ms
[2021-06-20 13:50:41 main:581] : INFO : Epoch 2025 | loss: 0.0311446 | val_loss: 0.0311645 | Time: 1857.36 ms
[2021-06-20 13:50:43 main:581] : INFO : Epoch 2026 | loss: 0.0311468 | val_loss: 0.0311671 | Time: 1867.42 ms
[2021-06-20 13:50:45 main:581] : INFO : Epoch 2027 | loss: 0.031147 | val_loss: 0.0311637 | Time: 1861.72 ms
[2021-06-20 13:50:47 main:581] : INFO : Epoch 2028 | loss: 0.0311442 | val_loss: 0.0311637 | Time: 1852.24 ms
[2021-06-20 13:50:49 main:581] : INFO : Epoch 2029 | loss: 0.0311434 | val_loss: 0.0311658 | Time: 1866.07 ms
[2021-06-20 13:50:51 main:581] : INFO : Epoch 2030 | loss: 0.0311441 | val_loss: 0.0311653 | Time: 1870.9 ms
[2021-06-20 13:50:52 main:581] : INFO : Epoch 2031 | loss: 0.0311433 | val_loss: 0.0311647 | Time: 1887.89 ms
[2021-06-20 13:50:54 main:581] : INFO : Epoch 2032 | loss: 0.0311436 | val_loss: 0.031166 | Time: 1882.43 ms
[2021-06-20 13:50:56 main:581] : INFO : Epoch 2033 | loss: 0.0311439 | val_loss: 0.0311677 | Time: 1810.98 ms
[2021-06-20 13:50:58 main:581] : INFO : Epoch 2034 | loss: 0.031144 | val_loss: 0.0311633 | Time: 1873.33 ms
[2021-06-20 13:51:00 main:581] : INFO : Epoch 2035 | loss: 0.0311449 | val_loss: 0.0311666 | Time: 1878.26 ms
[2021-06-20 13:51:02 main:581] : INFO : Epoch 2036 | loss: 0.0311459 | val_loss: 0.0311645 | Time: 1873.01 ms
[2021-06-20 13:51:04 main:581] : INFO : Epoch 2037 | loss: 0.0311454 | val_loss: 0.0311656 | Time: 1852.74 ms
[2021-06-20 13:51:05 main:581] : INFO : Epoch 2038 | loss: 0.0311483 | val_loss: 0.0311749 | Time: 1804.06 ms
[2021-06-20 13:51:07 main:581] : INFO : Epoch 2039 | loss: 0.0311466 | val_loss: 0.0311674 | Time: 1811.32 ms
[2021-06-20 13:51:09 main:581] : INFO : Epoch 2040 | loss: 0.0311499 | val_loss: 0.0311678 | Time: 1873.08 ms
[2021-06-20 13:51:11 main:581] : INFO : Epoch 2041 | loss: 0.0311491 | val_loss: 0.0311651 | Time: 1865.52 ms
[2021-06-20 13:51:13 main:581] : INFO : Epoch 2042 | loss: 0.0311489 | val_loss: 0.0311693 | Time: 1854.63 ms
[2021-06-20 13:51:15 main:581] : INFO : Epoch 2043 | loss: 0.031148 | val_loss: 0.031166 | Time: 1829.64 ms
[2021-06-20 13:51:17 main:581] : INFO : Epoch 2044 | loss: 0.0311466 | val_loss: 0.0311659 | Time: 1870.61 ms
[2021-06-20 13:51:18 main:581] : INFO : Epoch 2045 | loss: 0.0311477 | val_loss: 0.031166 | Time: 1871.32 ms
[2021-06-20 13:51:20 main:581] : INFO : Epoch 2046 | loss: 0.0311482 | val_loss: 0.0311687 | Time: 1850.7 ms
[2021-06-20 13:51:22 main:581] : INFO : Epoch 2047 | loss: 0.0311467 | val_loss: 0.0311645 | Time: 1867.07 ms
[2021-06-20 13:51:24 main:581] : INFO : Epoch 2048 | loss: 0.0311451 | val_loss: 0.0311648 | Time: 1866.1 ms
[2021-06-20 13:51:24 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311648
[2021-06-20 13:51:24 main:610] : INFO : Saving end state to config to file
[2021-06-20 13:51:24 main:615] : INFO : Success, exiting..
13:51:24 (3849700): 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)