Task 5372555
| Name | ParityMachine-1622598136-4635-3_0 |
| Workunit | 3242034 |
| Created | 18 Jun 2021, 13:01:10 UTC |
| Sent | 19 Jun 2021, 0:43:21 UTC |
| Report deadline | 26 Jun 2021, 0:43:21 UTC |
| Received | 19 Jun 2021, 10:13:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 1 hours 3 min 23 sec |
| CPU time | 1 hours 3 min 18 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>
main:581] : INFO : Epoch 1538 | loss: 0.0311516 | val_loss: 0.0311728 | Time: 1898.93 ms
[2021-06-19 04:57:00 main:581] : INFO : Epoch 1539 | loss: 0.0311514 | val_loss: 0.0311679 | Time: 1901.24 ms
[2021-06-19 04:57:02 main:581] : INFO : Epoch 1540 | loss: 0.0311498 | val_loss: 0.0311682 | Time: 1910.33 ms
[2021-06-19 04:57:04 main:581] : INFO : Epoch 1541 | loss: 0.0311488 | val_loss: 0.0311676 | Time: 1877.42 ms
[2021-06-19 04:57:06 main:581] : INFO : Epoch 1542 | loss: 0.031148 | val_loss: 0.0311696 | Time: 1851.59 ms
[2021-06-19 04:57:08 main:581] : INFO : Epoch 1543 | loss: 0.031147 | val_loss: 0.0311687 | Time: 1867.41 ms
[2021-06-19 04:57:10 main:581] : INFO : Epoch 1544 | loss: 0.0311461 | val_loss: 0.0311704 | Time: 1861.52 ms
[2021-06-19 04:57:12 main:581] : INFO : Epoch 1545 | loss: 0.0311479 | val_loss: 0.0311709 | Time: 1853.28 ms
[2021-06-19 04:57:13 main:581] : INFO : Epoch 1546 | loss: 0.031151 | val_loss: 0.0311756 | Time: 1848.07 ms
[2021-06-19 04:57:15 main:581] : INFO : Epoch 1547 | loss: 0.0311592 | val_loss: 0.0311738 | Time: 1837.2 ms
[2021-06-19 04:57:17 main:581] : INFO : Epoch 1548 | loss: 0.0311564 | val_loss: 0.0311713 | Time: 1847.34 ms
[2021-06-19 04:57:19 main:581] : INFO : Epoch 1549 | loss: 0.0311537 | val_loss: 0.0311725 | Time: 1845.68 ms
[2021-06-19 04:57:21 main:581] : INFO : Epoch 1550 | loss: 0.0311531 | val_loss: 0.0311707 | Time: 1831.41 ms
[2021-06-19 04:57:23 main:581] : INFO : Epoch 1551 | loss: 0.0311534 | val_loss: 0.0311718 | Time: 1851.74 ms
[2021-06-19 04:57:25 main:581] : INFO : Epoch 1552 | loss: 0.0311512 | val_loss: 0.0311701 | Time: 1865.87 ms
[2021-06-19 04:57:26 main:581] : INFO : Epoch 1553 | loss: 0.0311514 | val_loss: 0.0311701 | Time: 1901.26 ms
[2021-06-19 04:57:28 main:581] : INFO : Epoch 1554 | loss: 0.0311503 | val_loss: 0.0311706 | Time: 1889.9 ms
[2021-06-19 04:57:30 main:581] : INFO : Epoch 1555 | loss: 0.0311505 | val_loss: 0.0311708 | Time: 1896.54 ms
[2021-06-19 04:57:32 main:581] : INFO : Epoch 1556 | loss: 0.0311517 | val_loss: 0.0311709 | Time: 1862.83 ms
[2021-06-19 04:57:34 main:581] : INFO : Epoch 1557 | loss: 0.0311511 | val_loss: 0.0311701 | Time: 1890.82 ms
[2021-06-19 04:57:36 main:581] : INFO : Epoch 1558 | loss: 0.0311496 | val_loss: 0.0311701 | Time: 1845.81 ms
[2021-06-19 04:57:38 main:581] : INFO : Epoch 1559 | loss: 0.0311489 | val_loss: 0.0311695 | Time: 1857.56 ms
[2021-06-19 04:57:40 main:581] : INFO : Epoch 1560 | loss: 0.0311485 | val_loss: 0.0311684 | Time: 1855.57 ms
[2021-06-19 04:57:41 main:581] : INFO : Epoch 1561 | loss: 0.0311501 | val_loss: 0.0311712 | Time: 1867.62 ms
[2021-06-19 04:57:43 main:581] : INFO : Epoch 1562 | loss: 0.0311479 | val_loss: 0.0311689 | Time: 1879.16 ms
[2021-06-19 04:57:45 main:581] : INFO : Epoch 1563 | loss: 0.0311474 | val_loss: 0.0311683 | Time: 1870.38 ms
[2021-06-19 04:57:47 main:581] : INFO : Epoch 1564 | loss: 0.0311497 | val_loss: 0.0311694 | Time: 1848.66 ms
[2021-06-19 04:57:49 main:581] : INFO : Epoch 1565 | loss: 0.0311491 | val_loss: 0.0311689 | Time: 1837.75 ms
[2021-06-19 04:57:51 main:581] : INFO : Epoch 1566 | loss: 0.0311486 | val_loss: 0.0311685 | Time: 1851.52 ms
[2021-06-19 04:57:53 main:581] : INFO : Epoch 1567 | loss: 0.0311475 | val_loss: 0.0311687 | Time: 1837.73 ms
[2021-06-19 04:57:54 main:581] : INFO : Epoch 1568 | loss: 0.03115 | val_loss: 0.0311689 | Time: 1832.94 ms
[2021-06-19 04:57:56 main:581] : INFO : Epoch 1569 | loss: 0.0311502 | val_loss: 0.0311707 | Time: 1805.94 ms
[2021-06-19 04:57:58 main:581] : INFO : Epoch 1570 | loss: 0.0311561 | val_loss: 0.0311765 | Time: 1848.97 ms
[2021-06-19 04:58:00 main:581] : INFO : Epoch 1571 | loss: 0.0311613 | val_loss: 0.0311717 | Time: 1845 ms
[2021-06-19 04:58:02 main:581] : INFO : Epoch 1572 | loss: 0.031158 | val_loss: 0.0311716 | Time: 1853.99 ms
[2021-06-19 04:58:04 main:581] : INFO : Epoch 1573 | loss: 0.0311588 | val_loss: 0.0311733 | Time: 1851.08 ms
[2021-06-19 04:58:05 main:581] : INFO : Epoch 1574 | loss: 0.0311561 | val_loss: 0.0311724 | Time: 1859.06 ms
[2021-06-19 04:58:07 main:581] : INFO : Epoch 1575 | loss: 0.0311535 | val_loss: 0.0311707 | Time: 1853 ms
[2021-06-19 04:58:09 main:581] : INFO : Epoch 1576 | loss: 0.0311519 | val_loss: 0.0311745 | Time: 1869.59 ms
[2021-06-19 04:58:11 main:581] : INFO : Epoch 1577 | loss: 0.0311513 | val_loss: 0.0311701 | Time: 1796.72 ms
[2021-06-19 04:58:13 main:581] : INFO : Epoch 1578 | loss: 0.031149 | val_loss: 0.0311731 | Time: 1861.19 ms
[2021-06-19 04:58:15 main:581] : INFO : Epoch 1579 | loss: 0.0311508 | val_loss: 0.0311711 | Time: 1899.01 ms
[2021-06-19 04:58:17 main:581] : INFO : Epoch 1580 | loss: 0.0311498 | val_loss: 0.0311688 | Time: 1844.94 ms
[2021-06-19 04:58:18 main:581] : INFO : Epoch 1581 | loss: 0.0311513 | val_loss: 0.0311692 | Time: 1866.08 ms
[2021-06-19 04:58:20 main:581] : INFO : Epoch 1582 | loss: 0.0311497 | val_loss: 0.0311716 | Time: 1880.27 ms
[2021-06-19 04:58:22 main:581] : INFO : Epoch 1583 | loss: 0.0311499 | val_loss: 0.0311719 | Time: 1868.75 ms
[2021-06-19 04:58:24 main:581] : INFO : Epoch 1584 | loss: 0.0311505 | val_loss: 0.031171 | Time: 1848.35 ms
[2021-06-19 04:58:26 main:581] : INFO : Epoch 1585 | loss: 0.0311525 | val_loss: 0.0311699 | Time: 1848.05 ms
[2021-06-19 04:58:28 main:581] : INFO : Epoch 1586 | loss: 0.0311502 | val_loss: 0.0311778 | Time: 1852.3 ms
[2021-06-19 04:58:30 main:581] : INFO : Epoch 1587 | loss: 0.0311505 | val_loss: 0.0311704 | Time: 1848.74 ms
[2021-06-19 04:58:31 main:581] : INFO : Epoch 1588 | loss: 0.0311489 | val_loss: 0.0311681 | Time: 1852.31 ms
[2021-06-19 04:58:33 main:581] : INFO : Epoch 1589 | loss: 0.0311492 | val_loss: 0.0311741 | Time: 1823.12 ms
[2021-06-19 04:58:35 main:581] : INFO : Epoch 1590 | loss: 0.0311495 | val_loss: 0.0311724 | Time: 1875.4 ms
[2021-06-19 04:58:37 main:581] : INFO : Epoch 1591 | loss: 0.031148 | val_loss: 0.0311728 | Time: 1890.67 ms
[2021-06-19 04:58:39 main:581] : INFO : Epoch 1592 | loss: 0.0311486 | val_loss: 0.0311727 | Time: 1831.59 ms
[2021-06-19 04:58:41 main:581] : INFO : Epoch 1593 | loss: 0.0311483 | val_loss: 0.0311789 | Time: 1862.48 ms
[2021-06-19 04:58:43 main:581] : INFO : Epoch 1594 | loss: 0.0311493 | val_loss: 0.0311747 | Time: 1848.98 ms
[2021-06-19 04:58:44 main:581] : INFO : Epoch 1595 | loss: 0.0311489 | val_loss: 0.0311728 | Time: 1856.45 ms
[2021-06-19 04:58:46 main:581] : INFO : Epoch 1596 | loss: 0.0311494 | val_loss: 0.0311747 | Time: 1857.64 ms
[2021-06-19 04:58:48 main:581] : INFO : Epoch 1597 | loss: 0.0311493 | val_loss: 0.0311725 | Time: 1859.06 ms
[2021-06-19 04:58:50 main:581] : INFO : Epoch 1598 | loss: 0.0311485 | val_loss: 0.0311704 | Time: 1856.06 ms
[2021-06-19 04:58:52 main:581] : INFO : Epoch 1599 | loss: 0.0311474 | val_loss: 0.0311711 | Time: 1867.52 ms
[2021-06-19 04:58:54 main:581] : INFO : Epoch 1600 | loss: 0.0311478 | val_loss: 0.0311748 | Time: 1837.92 ms
[2021-06-19 04:58:56 main:581] : INFO : Epoch 1601 | loss: 0.0311469 | val_loss: 0.0311707 | Time: 1846.34 ms
[2021-06-19 04:58:57 main:581] : INFO : Epoch 1602 | loss: 0.0311498 | val_loss: 0.0311705 | Time: 1847.41 ms
[2021-06-19 04:58:59 main:581] : INFO : Epoch 1603 | loss: 0.0311475 | val_loss: 0.0311701 | Time: 1850.62 ms
[2021-06-19 04:59:01 main:581] : INFO : Epoch 1604 | loss: 0.0311474 | val_loss: 0.0311709 | Time: 1912.84 ms
[2021-06-19 04:59:03 main:581] : INFO : Epoch 1605 | loss: 0.03115 | val_loss: 0.0311713 | Time: 1875.52 ms
[2021-06-19 04:59:05 main:581] : INFO : Epoch 1606 | loss: 0.03115 | val_loss: 0.0311769 | Time: 1847.33 ms
[2021-06-19 04:59:07 main:581] : INFO : Epoch 1607 | loss: 0.0311504 | val_loss: 0.0311703 | Time: 1840.5 ms
[2021-06-19 04:59:09 main:581] : INFO : Epoch 1608 | loss: 0.0311474 | val_loss: 0.0311693 | Time: 1845.58 ms
[2021-06-19 04:59:10 main:581] : INFO : Epoch 1609 | loss: 0.0311472 | val_loss: 0.031176 | Time: 1808.7 ms
[2021-06-19 04:59:12 main:581] : INFO : Epoch 1610 | loss: 0.0311487 | val_loss: 0.0311693 | Time: 1832.85 ms
[2021-06-19 04:59:14 main:581] : INFO : Epoch 1611 | loss: 0.0311487 | val_loss: 0.0311715 | Time: 1848.57 ms
[2021-06-19 04:59:16 main:581] : INFO : Epoch 1612 | loss: 0.0311466 | val_loss: 0.0311732 | Time: 1830.7 ms
[2021-06-19 04:59:18 main:581] : INFO : Epoch 1613 | loss: 0.0311505 | val_loss: 0.0311721 | Time: 1842.98 ms
[2021-06-19 04:59:20 main:581] : INFO : Epoch 1614 | loss: 0.0311513 | val_loss: 0.0311704 | Time: 1862.39 ms
[2021-06-19 04:59:21 main:581] : INFO : Epoch 1615 | loss: 0.0311481 | val_loss: 0.0311678 | Time: 1861.89 ms
[2021-06-19 04:59:23 main:581] : INFO : Epoch 1616 | loss: 0.0311487 | val_loss: 0.0311699 | Time: 1874.62 ms
[2021-06-19 04:59:25 main:581] : INFO : Epoch 1617 | loss: 0.0311484 | val_loss: 0.0311688 | Time: 1897.27 ms
[2021-06-19 04:59:27 main:581] : INFO : Epoch 1618 | loss: 0.0311484 | val_loss: 0.0311683 | Time: 1890.11 ms
[2021-06-19 04:59:29 main:581] : INFO : Epoch 1619 | loss: 0.0311476 | val_loss: 0.0311666 | Time: 1872.6 ms
[2021-06-19 04:59:31 main:581] : INFO : Epoch 1620 | loss: 0.0311472 | val_loss: 0.0311692 | Time: 1921.69 ms
[2021-06-19 04:59:33 main:581] : INFO : Epoch 1621 | loss: 0.0311472 | val_loss: 0.0311727 | Time: 1844.49 ms
[2021-06-19 04:59:35 main:581] : INFO : Epoch 1622 | loss: 0.0311477 | val_loss: 0.0311702 | Time: 1849.77 ms
[2021-06-19 04:59:36 main:581] : INFO : Epoch 1623 | loss: 0.0311492 | val_loss: 0.0311779 | Time: 1856.49 ms
[2021-06-19 04:59:38 main:581] : INFO : Epoch 1624 | loss: 0.0311504 | val_loss: 0.0311788 | Time: 1842.03 ms
[2021-06-19 04:59:40 main:581] : INFO : Epoch 1625 | loss: 0.0311489 | val_loss: 0.0311738 | Time: 1854.75 ms
[2021-06-19 04:59:42 main:581] : INFO : Epoch 1626 | loss: 0.0311457 | val_loss: 0.0311709 | Time: 1845.48 ms
[2021-06-19 04:59:44 main:581] : INFO : Epoch 1627 | loss: 0.0311456 | val_loss: 0.0311696 | Time: 1846.28 ms
[2021-06-19 04:59:46 main:581] : INFO : Epoch 1628 | loss: 0.0311455 | val_loss: 0.0311712 | Time: 1847.65 ms
[2021-06-19 04:59:48 main:581] : INFO : Epoch 1629 | loss: 0.0311458 | val_loss: 0.0311712 | Time: 1843.73 ms
[2021-06-19 04:59:49 main:581] : INFO : Epoch 1630 | loss: 0.031145 | val_loss: 0.0311692 | Time: 1848.18 ms
[2021-06-19 04:59:51 main:581] : INFO : Epoch 1631 | loss: 0.0311465 | val_loss: 0.031172 | Time: 1835.93 ms
[2021-06-19 04:59:53 main:581] : INFO : Epoch 1632 | loss: 0.0311461 | val_loss: 0.0311682 | Time: 1859.47 ms
[2021-06-19 04:59:55 main:581] : INFO : Epoch 1633 | loss: 0.0311457 | val_loss: 0.0311689 | Time: 1869.62 ms
[2021-06-19 04:59:57 main:581] : INFO : Epoch 1634 | loss: 0.0311457 | val_loss: 0.0311733 | Time: 1868.81 ms
[2021-06-19 04:59:59 main:581] : INFO : Epoch 1635 | loss: 0.031148 | val_loss: 0.0311707 | Time: 1865.71 ms
[2021-06-19 05:00:01 main:581] : INFO : Epoch 1636 | loss: 0.0311467 | val_loss: 0.0311684 | Time: 1864.93 ms
[2021-06-19 05:00:02 main:581] : INFO : Epoch 1637 | loss: 0.0311473 | val_loss: 0.0311689 | Time: 1883.2 ms
[2021-06-19 05:00:04 main:581] : INFO : Epoch 1638 | loss: 0.0311477 | val_loss: 0.0311764 | Time: 1893.35 ms
[2021-06-19 05:00:06 main:581] : INFO : Epoch 1639 | loss: 0.031148 | val_loss: 0.0311708 | Time: 1850.46 ms
[2021-06-19 05:00:08 main:581] : INFO : Epoch 1640 | loss: 0.0311513 | val_loss: 0.0311692 | Time: 1852.6 ms
[2021-06-19 05:00:10 main:581] : INFO : Epoch 1641 | loss: 0.0311507 | val_loss: 0.0311802 | Time: 1885.33 ms
[2021-06-19 05:00:12 main:581] : INFO : Epoch 1642 | loss: 0.0311448 | val_loss: 0.0311729 | Time: 1837.26 ms
[2021-06-19 05:00:14 main:581] : INFO : Epoch 1643 | loss: 0.031144 | val_loss: 0.0311685 | Time: 1859.18 ms
[2021-06-19 05:00:15 main:581] : INFO : Epoch 1644 | loss: 0.0311451 | val_loss: 0.0311696 | Time: 1845.89 ms
[2021-06-19 05:00:17 main:581] : INFO : Epoch 1645 | loss: 0.031145 | val_loss: 0.031169 | Time: 1859.6 ms
[2021-06-19 05:00:19 main:581] : INFO : Epoch 1646 | loss: 0.0311531 | val_loss: 0.03117 | Time: 1855.01 ms
[2021-06-19 05:00:21 main:581] : INFO : Epoch 1647 | loss: 0.0311545 | val_loss: 0.0311714 | Time: 1851.23 ms
[2021-06-19 05:00:23 main:581] : INFO : Epoch 1648 | loss: 0.031153 | val_loss: 0.0311688 | Time: 1859.56 ms
[2021-06-19 05:00:25 main:581] : INFO : Epoch 1649 | loss: 0.0311526 | val_loss: 0.0311694 | Time: 1842.05 ms
[2021-06-19 05:00:27 main:581] : INFO : Epoch 1650 | loss: 0.0311516 | val_loss: 0.0311695 | Time: 1854.11 ms
[2021-06-19 05:00:28 main:581] : INFO : Epoch 1651 | loss: 0.0311505 | val_loss: 0.0311724 | Time: 1861.25 ms
[2021-06-19 05:00:30 main:581] : INFO : Epoch 1652 | loss: 0.0311506 | val_loss: 0.0311682 | Time: 1870.38 ms
[2021-06-19 05:00:32 main:581] : INFO : Epoch 1653 | loss: 0.0311494 | val_loss: 0.0311703 | Time: 1895.32 ms
[2021-06-19 05:00:34 main:581] : INFO : Epoch 1654 | loss: 0.0311494 | val_loss: 0.0311709 | Time: 1847.16 ms
[2021-06-19 05:00:36 main:581] : INFO : Epoch 1655 | loss: 0.0311502 | val_loss: 0.0311718 | Time: 1862.98 ms
[2021-06-19 05:00:38 main:581] : INFO : Epoch 1656 | loss: 0.0311501 | val_loss: 0.0311735 | Time: 1891.03 ms
[2021-06-19 05:00:40 main:581] : INFO : Epoch 1657 | loss: 0.0311514 | val_loss: 0.0311726 | Time: 1876.08 ms
[2021-06-19 05:00:42 main:581] : INFO : Epoch 1658 | loss: 0.0311513 | val_loss: 0.0311716 | Time: 1855.06 ms
[2021-06-19 05:00:43 main:581] : INFO : Epoch 1659 | loss: 0.0311517 | val_loss: 0.0311708 | Time: 1853.46 ms
[2021-06-19 05:00:45 main:581] : INFO : Epoch 1660 | loss: 0.0311499 | val_loss: 0.0311671 | Time: 1850.99 ms
[2021-06-19 05:00:47 main:581] : INFO : Epoch 1661 | loss: 0.031151 | val_loss: 0.0311686 | Time: 1839.81 ms
[2021-06-19 05:00:49 main:581] : INFO : Epoch 1662 | loss: 0.0311506 | val_loss: 0.0311729 | Time: 1848.01 ms
[2021-06-19 05:00:51 main:581] : INFO : Epoch 1663 | loss: 0.0311491 | val_loss: 0.0311684 | Time: 1842.89 ms
[2021-06-19 05:00:53 main:581] : INFO : Epoch 1664 | loss: 0.0311483 | val_loss: 0.0311683 | Time: 1868.12 ms
[2021-06-19 05:00:54 main:581] : INFO : Epoch 1665 | loss: 0.0311497 | val_loss: 0.031171 | Time: 1880.97 ms
[2021-06-19 05:00:56 main:581] : INFO : Epoch 1666 | loss: 0.0311521 | val_loss: 0.0311718 | Time: 1847.07 ms
[2021-06-19 05:00:58 main:581] : INFO : Epoch 1667 | loss: 0.0311519 | val_loss: 0.0311729 | Time: 1883.13 ms
[2021-06-19 05:01:00 main:581] : INFO : Epoch 1668 | loss: 0.0311487 | val_loss: 0.0311697 | Time: 1890.85 ms
[2021-06-19 05:01:02 main:581] : INFO : Epoch 1669 | loss: 0.0311491 | val_loss: 0.0311742 | Time: 1847.97 ms
[2021-06-19 05:01:04 main:581] : INFO : Epoch 1670 | loss: 0.03115 | val_loss: 0.0311773 | Time: 1856.92 ms
[2021-06-19 05:01:06 main:581] : INFO : Epoch 1671 | loss: 0.0311522 | val_loss: 0.0311726 | Time: 1821.87 ms
[2021-06-19 05:01:07 main:581] : INFO : Epoch 1672 | loss: 0.0311542 | val_loss: 0.0311701 | Time: 1817.6 ms
[2021-06-19 05:01:09 main:581] : INFO : Epoch 1673 | loss: 0.0311501 | val_loss: 0.0311765 | Time: 1848.98 ms
[2021-06-19 05:01:11 main:581] : INFO : Epoch 1674 | loss: 0.0311546 | val_loss: 0.0311803 | Time: 1802.08 ms
[2021-06-19 05:01:13 main:581] : INFO : Epoch 1675 | loss: 0.0311607 | val_loss: 0.0311767 | Time: 1850.9 ms
[2021-06-19 05:01:15 main:581] : INFO : Epoch 1676 | loss: 0.031161 | val_loss: 0.0311677 | Time: 1882.56 ms
[2021-06-19 05:01:17 main:581] : INFO : Epoch 1677 | loss: 0.0311627 | val_loss: 0.0311732 | Time: 1848.58 ms
[2021-06-19 05:01:19 main:581] : INFO : Epoch 1678 | loss: 0.0311601 | val_loss: 0.0311741 | Time: 1852.82 ms
[2021-06-19 05:01:20 main:581] : INFO : Epoch 1679 | loss: 0.0311602 | val_loss: 0.0311706 | Time: 1858.51 ms
[2021-06-19 05:01:22 main:581] : INFO : Epoch 1680 | loss: 0.0311623 | val_loss: 0.0311717 | Time: 1856.39 ms
[2021-06-19 05:01:24 main:581] : INFO : Epoch 1681 | loss: 0.0311598 | val_loss: 0.0311717 | Time: 1852.58 ms
[2021-06-19 05:01:26 main:581] : INFO : Epoch 1682 | loss: 0.0311602 | val_loss: 0.0311765 | Time: 1858.34 ms
[2021-06-19 05:01:28 main:581] : INFO : Epoch 1683 | loss: 0.0311604 | val_loss: 0.0311811 | Time: 1860.24 ms
[2021-06-19 05:01:30 main:581] : INFO : Epoch 1684 | loss: 0.0311581 | val_loss: 0.0311723 | Time: 1838.32 ms
[2021-06-19 05:01:32 main:581] : INFO : Epoch 1685 | loss: 0.0311553 | val_loss: 0.0311715 | Time: 1837.41 ms
[2021-06-19 05:01:33 main:581] : INFO : Epoch 1686 | loss: 0.0311614 | val_loss: 0.0311765 | Time: 1850.29 ms
[2021-06-19 05:01:35 main:581] : INFO : Epoch 1687 | loss: 0.0311617 | val_loss: 0.0311768 | Time: 1903.27 ms
[2021-06-19 05:01:37 main:581] : INFO : Epoch 1688 | loss: 0.031163 | val_loss: 0.0311778 | Time: 1858.45 ms
[2021-06-19 05:01:39 main:581] : INFO : Epoch 1689 | loss: 0.0311607 | val_loss: 0.0311746 | Time: 1859.77 ms
[2021-06-19 05:01:41 main:581] : INFO : Epoch 1690 | loss: 0.0311595 | val_loss: 0.0311732 | Time: 1865.05 ms
[2021-06-19 05:01:43 main:581] : INFO : Epoch 1691 | loss: 0.0311591 | val_loss: 0.0311722 | Time: 1849.27 ms
[2021-06-19 05:01:45 main:581] : INFO : Epoch 1692 | loss: 0.031163 | val_loss: 0.0311707 | Time: 1847.26 ms
[2021-06-19 05:01:46 main:581] : INFO : Epoch 1693 | loss: 0.03116 | val_loss: 0.0311739 | Time: 1851.98 ms
[2021-06-19 05:01:48 main:581] : INFO : Epoch 1694 | loss: 0.0311621 | val_loss: 0.0311832 | Time: 1848.98 ms
[2021-06-19 05:01:50 main:581] : INFO : Epoch 1695 | loss: 0.0311603 | val_loss: 0.0311699 | Time: 1875.48 ms
[2021-06-19 05:01:52 main:581] : INFO : Epoch 1696 | loss: 0.0311615 | val_loss: 0.0311718 | Time: 1858.28 ms
[2021-06-19 05:01:54 main:581] : INFO : Epoch 1697 | loss: 0.0311626 | val_loss: 0.031168 | Time: 1846.16 ms
[2021-06-19 05:01:56 main:581] : INFO : Epoch 1698 | loss: 0.0311613 | val_loss: 0.0311713 | Time: 1855.8 ms
[2021-06-19 05:01:57 main:581] : INFO : Epoch 1699 | loss: 0.031156 | val_loss: 0.0311685 | Time: 1789.78 ms
[2021-06-19 05:01:59 main:581] : INFO : Epoch 1700 | loss: 0.0311552 | val_loss: 0.0311695 | Time: 1864.49 ms
[2021-06-19 05:02:01 main:581] : INFO : Epoch 1701 | loss: 0.0311548 | val_loss: 0.0311738 | Time: 1896.68 ms
[2021-06-19 05:02:03 main:581] : INFO : Epoch 1702 | loss: 0.0311581 | val_loss: 0.0311691 | Time: 1836.35 ms
[2021-06-19 05:02:05 main:581] : INFO : Epoch 1703 | loss: 0.0311562 | val_loss: 0.0311658 | Time: 1839.31 ms
[2021-06-19 05:02:07 main:581] : INFO : Epoch 1704 | loss: 0.0311575 | val_loss: 0.0311693 | Time: 1858.6 ms
[2021-06-19 05:02:09 main:581] : INFO : Epoch 1705 | loss: 0.0311572 | val_loss: 0.0311696 | Time: 1852.34 ms
[2021-06-19 05:02:10 main:581] : INFO : Epoch 1706 | loss: 0.0311537 | val_loss: 0.0311739 | Time: 1777.99 ms
[2021-06-19 05:02:12 main:581] : INFO : Epoch 1707 | loss: 0.031154 | val_loss: 0.0311672 | Time: 1826.94 ms
[2021-06-19 05:02:14 main:581] : INFO : Epoch 1708 | loss: 0.0311535 | val_loss: 0.0311684 | Time: 1850.45 ms
[2021-06-19 05:02:16 main:581] : INFO : Epoch 1709 | loss: 0.031157 | val_loss: 0.0311785 | Time: 1829.96 ms
[2021-06-19 05:02:18 main:581] : INFO : Epoch 1710 | loss: 0.0311556 | val_loss: 0.0311734 | Time: 1820.26 ms
[2021-06-19 05:02:20 main:581] : INFO : Epoch 1711 | loss: 0.0311525 | val_loss: 0.0311686 | Time: 1842.18 ms
[2021-06-19 05:02:21 main:581] : INFO : Epoch 1712 | loss: 0.0311517 | val_loss: 0.0311662 | Time: 1849.36 ms
[2021-06-19 05:02:23 main:581] : INFO : Epoch 1713 | loss: 0.0311514 | val_loss: 0.0311661 | Time: 1857.07 ms
[2021-06-19 05:02:25 main:581] : INFO : Epoch 1714 | loss: 0.031153 | val_loss: 0.0311658 | Time: 1842.21 ms
[2021-06-19 05:02:27 main:581] : INFO : Epoch 1715 | loss: 0.0311532 | val_loss: 0.0311683 | Time: 1833.51 ms
[2021-06-19 05:02:29 main:581] : INFO : Epoch 1716 | loss: 0.0311536 | val_loss: 0.031168 | Time: 1859.77 ms
[2021-06-19 05:02:31 main:581] : INFO : Epoch 1717 | loss: 0.0311534 | val_loss: 0.0311669 | Time: 1873.34 ms
[2021-06-19 05:02:33 main:581] : INFO : Epoch 1718 | loss: 0.031152 | val_loss: 0.0311663 | Time: 1867.24 ms
[2021-06-19 05:02:34 main:581] : INFO : Epoch 1719 | loss: 0.0311521 | val_loss: 0.0311658 | Time: 1855.59 ms
[2021-06-19 05:02:36 main:581] : INFO : Epoch 1720 | loss: 0.0311575 | val_loss: 0.0311698 | Time: 1865.85 ms
[2021-06-19 05:02:38 main:581] : INFO : Epoch 1721 | loss: 0.0311544 | val_loss: 0.0311662 | Time: 1860.22 ms
[2021-06-19 05:02:40 main:581] : INFO : Epoch 1722 | loss: 0.0311524 | val_loss: 0.031165 | Time: 1833.78 ms
[2021-06-19 05:02:42 main:581] : INFO : Epoch 1723 | loss: 0.0311529 | val_loss: 0.031167 | Time: 1845.51 ms
[2021-06-19 05:02:44 main:581] : INFO : Epoch 1724 | loss: 0.0311516 | val_loss: 0.0311652 | Time: 1896.78 ms
[2021-06-19 05:02:46 main:581] : INFO : Epoch 1725 | loss: 0.0311536 | val_loss: 0.0311699 | Time: 1909.81 ms
[2021-06-19 05:02:47 main:581] : INFO : Epoch 1726 | loss: 0.0311523 | val_loss: 0.031167 | Time: 1834.27 ms
[2021-06-19 05:02:49 main:581] : INFO : Epoch 1727 | loss: 0.0311519 | val_loss: 0.0311672 | Time: 1849.68 ms
[2021-06-19 05:02:51 main:581] : INFO : Epoch 1728 | loss: 0.0311514 | val_loss: 0.0311661 | Time: 1855.21 ms
[2021-06-19 05:02:53 main:581] : INFO : Epoch 1729 | loss: 0.0311512 | val_loss: 0.0311685 | Time: 1874.17 ms
[2021-06-19 05:02:55 main:581] : INFO : Epoch 1730 | loss: 0.0311524 | val_loss: 0.0311663 | Time: 1841.61 ms
[2021-06-19 05:02:57 main:581] : INFO : Epoch 1731 | loss: 0.0311497 | val_loss: 0.0311658 | Time: 1843.55 ms
[2021-06-19 05:02:59 main:581] : INFO : Epoch 1732 | loss: 0.0311531 | val_loss: 0.0311665 | Time: 1846.42 ms
[2021-06-19 05:03:00 main:581] : INFO : Epoch 1733 | loss: 0.0311541 | val_loss: 0.0311693 | Time: 1831.34 ms
[2021-06-19 05:03:02 main:581] : INFO : Epoch 1734 | loss: 0.0311543 | val_loss: 0.0311676 | Time: 1840.24 ms
[2021-06-19 05:03:04 main:581] : INFO : Epoch 1735 | loss: 0.0311521 | val_loss: 0.0311664 | Time: 1841.07 ms
[2021-06-19 05:03:06 main:581] : INFO : Epoch 1736 | loss: 0.0311501 | val_loss: 0.0311645 | Time: 1842.28 ms
[2021-06-19 05:03:08 main:581] : INFO : Epoch 1737 | loss: 0.0311504 | val_loss: 0.0311686 | Time: 1860.95 ms
[2021-06-19 05:03:10 main:581] : INFO : Epoch 1738 | loss: 0.0311501 | val_loss: 0.0311699 | Time: 1856.2 ms
[2021-06-19 05:03:12 main:581] : INFO : Epoch 1739 | loss: 0.0311535 | val_loss: 0.0311683 | Time: 1883.7 ms
[2021-06-19 05:03:13 main:581] : INFO : Epoch 1740 | loss: 0.0311526 | val_loss: 0.0311673 | Time: 1867.85 ms
[2021-06-19 05:03:15 main:581] : INFO : Epoch 1741 | loss: 0.0311504 | val_loss: 0.0311673 | Time: 1883.13 ms
[2021-06-19 05:03:17 main:581] : INFO : Epoch 1742 | loss: 0.0311518 | val_loss: 0.0311684 | Time: 1854.22 ms
[2021-06-19 05:03:19 main:581] : INFO : Epoch 1743 | loss: 0.0311532 | val_loss: 0.0311673 | Time: 1844.07 ms
[2021-06-19 05:03:21 main:581] : INFO : Epoch 1744 | loss: 0.0311492 | val_loss: 0.0311667 | Time: 1837.79 ms
[2021-06-19 05:03:23 main:581] : INFO : Epoch 1745 | loss: 0.0311484 | val_loss: 0.0311672 | Time: 1853.27 ms
[2021-06-19 05:03:25 main:581] : INFO : Epoch 1746 | loss: 0.0311495 | val_loss: 0.0311666 | Time: 1892.72 ms
[2021-06-19 05:03:26 main:581] : INFO : Epoch 1747 | loss: 0.0311521 | val_loss: 0.0311717 | Time: 1849.25 ms
[2021-06-19 05:03:28 main:581] : INFO : Epoch 1748 | loss: 0.0311511 | val_loss: 0.0311688 | Time: 1857.28 ms
[2021-06-19 05:03:30 main:581] : INFO : Epoch 1749 | loss: 0.0311484 | val_loss: 0.0311706 | Time: 1799.54 ms
[2021-06-19 05:03:32 main:581] : INFO : Epoch 1750 | loss: 0.0311478 | val_loss: 0.031172 | Time: 1848.73 ms
[2021-06-19 05:03:34 main:581] : INFO : Epoch 1751 | loss: 0.0311478 | val_loss: 0.0311699 | Time: 1857.9 ms
[2021-06-19 05:03:36 main:581] : INFO : Epoch 1752 | loss: 0.0311479 | val_loss: 0.0311657 | Time: 1879.09 ms
[2021-06-19 05:03:37 main:581] : INFO : Epoch 1753 | loss: 0.0311482 | val_loss: 0.0311694 | Time: 1815 ms
[2021-06-19 05:03:39 main:581] : INFO : Epoch 1754 | loss: 0.0311483 | val_loss: 0.0311714 | Time: 1838.4 ms
[2021-06-19 05:03:41 main:581] : INFO : Epoch 1755 | loss: 0.0311501 | val_loss: 0.0311672 | Time: 1830.33 ms
[2021-06-19 05:03:43 main:581] : INFO : Epoch 1756 | loss: 0.031147 | val_loss: 0.0311683 | Time: 1854.18 ms
[2021-06-19 05:03:45 main:581] : INFO : Epoch 1757 | loss: 0.0311475 | val_loss: 0.0311683 | Time: 1839.11 ms
[2021-06-19 05:03:47 main:581] : INFO : Epoch 1758 | loss: 0.0311482 | val_loss: 0.0311679 | Time: 1831.67 ms
[2021-06-19 05:03:48 main:581] : INFO : Epoch 1759 | loss: 0.0311497 | val_loss: 0.0311655 | Time: 1823.45 ms
[2021-06-19 05:03:50 main:581] : INFO : Epoch 1760 | loss: 0.0311492 | val_loss: 0.0311722 | Time: 1847.34 ms
[2021-06-19 05:03:52 main:581] : INFO : Epoch 1761 | loss: 0.0311466 | val_loss: 0.0311673 | Time: 1850.3 ms
[2021-06-19 05:03:54 main:581] : INFO : Epoch 1762 | loss: 0.0311468 | val_loss: 0.0311663 | Time: 1826.69 ms
[2021-06-19 05:03:56 main:581] : INFO : Epoch 1763 | loss: 0.0311464 | val_loss: 0.0311694 | Time: 1845.96 ms
[2021-06-19 05:03:58 main:581] : INFO : Epoch 1764 | loss: 0.0311515 | val_loss: 0.031164 | Time: 1838.67 ms
[2021-06-19 05:04:00 main:581] : INFO : Epoch 1765 | loss: 0.031153 | val_loss: 0.03117 | Time: 1845.35 ms
[2021-06-19 05:04:01 main:581] : INFO : Epoch 1766 | loss: 0.0311522 | val_loss: 0.0311673 | Time: 1849.71 ms
[2021-06-19 05:04:03 main:581] : INFO : Epoch 1767 | loss: 0.0311503 | val_loss: 0.0311657 | Time: 1832.24 ms
[2021-06-19 05:04:05 main:581] : INFO : Epoch 1768 | loss: 0.0311517 | val_loss: 0.031174 | Time: 1848.12 ms
[2021-06-19 05:04:07 main:581] : INFO : Epoch 1769 | loss: 0.0311525 | val_loss: 0.0311633 | Time: 1845.55 ms
[2021-06-19 05:04:09 main:581] : INFO : Epoch 1770 | loss: 0.0311495 | val_loss: 0.0311662 | Time: 1840.05 ms
[2021-06-19 05:04:11 main:581] : INFO : Epoch 1771 | loss: 0.0311502 | val_loss: 0.0311643 | Time: 1799.69 ms
[2021-06-19 05:04:12 main:581] : INFO : Epoch 1772 | loss: 0.0311483 | val_loss: 0.031164 | Time: 1853.24 ms
[2021-06-19 05:04:14 main:581] : INFO : Epoch 1773 | loss: 0.0311464 | val_loss: 0.0311694 | Time: 1847.25 ms
[2021-06-19 05:04:16 main:581] : INFO : Epoch 1774 | loss: 0.0311497 | val_loss: 0.0311679 | Time: 1858.61 ms
[2021-06-19 05:04:18 main:581] : INFO : Epoch 1775 | loss: 0.0311489 | val_loss: 0.0311648 | Time: 1874.38 ms
[2021-06-19 05:04:20 main:581] : INFO : Epoch 1776 | loss: 0.0311488 | val_loss: 0.031166 | Time: 1852.12 ms
[2021-06-19 05:04:22 main:581] : INFO : Epoch 1777 | loss: 0.0311478 | val_loss: 0.0311642 | Time: 1870.01 ms
[2021-06-19 05:04:24 main:581] : INFO : Epoch 1778 | loss: 0.0311472 | val_loss: 0.0311637 | Time: 1888.27 ms
[2021-06-19 05:04:25 main:581] : INFO : Epoch 1779 | loss: 0.0311478 | val_loss: 0.0311688 | Time: 1853.5 ms
[2021-06-19 05:04:27 main:581] : INFO : Epoch 1780 | loss: 0.0311498 | val_loss: 0.0311642 | Time: 1846.69 ms
[2021-06-19 05:04:29 main:581] : INFO : Epoch 1781 | loss: 0.0311475 | val_loss: 0.0311663 | Time: 1820.08 ms
[2021-06-19 05:04:31 main:581] : INFO : Epoch 1782 | loss: 0.0311481 | val_loss: 0.0311655 | Time: 1889.31 ms
[2021-06-19 05:04:33 main:581] : INFO : Epoch 1783 | loss: 0.0311482 | val_loss: 0.0311654 | Time: 1898.85 ms
[2021-06-19 05:04:35 main:581] : INFO : Epoch 1784 | loss: 0.0311478 | val_loss: 0.0311665 | Time: 1853.84 ms
[2021-06-19 05:04:37 main:581] : INFO : Epoch 1785 | loss: 0.0311465 | val_loss: 0.0311635 | Time: 1846.53 ms
[2021-06-19 05:04:38 main:581] : INFO : Epoch 1786 | loss: 0.0311477 | val_loss: 0.0311679 | Time: 1856.89 ms
[2021-06-19 05:04:40 main:581] : INFO : Epoch 1787 | loss: 0.031151 | val_loss: 0.0311698 | Time: 1835.95 ms
[2021-06-19 05:04:42 main:581] : INFO : Epoch 1788 | loss: 0.0311496 | val_loss: 0.0311645 | Time: 1835.67 ms
[2021-06-19 05:04:44 main:581] : INFO : Epoch 1789 | loss: 0.0311487 | val_loss: 0.0311653 | Time: 1886.03 ms
[2021-06-19 05:04:46 main:581] : INFO : Epoch 1790 | loss: 0.0311478 | val_loss: 0.0311647 | Time: 1856.78 ms
[2021-06-19 05:04:48 main:581] : INFO : Epoch 1791 | loss: 0.0311518 | val_loss: 0.0311676 | Time: 1868.45 ms
[2021-06-19 05:04:50 main:581] : INFO : Epoch 1792 | loss: 0.0311506 | val_loss: 0.0311657 | Time: 1882.16 ms
[2021-06-19 05:04:52 main:581] : INFO : Epoch 1793 | loss: 0.0311489 | val_loss: 0.0311672 | Time: 1867.74 ms
[2021-06-19 05:04:53 main:581] : INFO : Epoch 1794 | loss: 0.0311488 | val_loss: 0.0311659 | Time: 1852.19 ms
[2021-06-19 05:04:55 main:581] : INFO : Epoch 1795 | loss: 0.0311493 | val_loss: 0.0311632 | Time: 1809.71 ms
[2021-06-19 05:04:57 main:581] : INFO : Epoch 1796 | loss: 0.0311497 | val_loss: 0.0311639 | Time: 1887.38 ms
[2021-06-19 05:04:59 main:581] : INFO : Epoch 1797 | loss: 0.0311482 | val_loss: 0.0311656 | Time: 1827.72 ms
[2021-06-19 05:05:01 main:581] : INFO : Epoch 1798 | loss: 0.0311485 | val_loss: 0.0311662 | Time: 1858.55 ms
[2021-06-19 05:05:03 main:581] : INFO : Epoch 1799 | loss: 0.0311503 | val_loss: 0.0311673 | Time: 1852.02 ms
[2021-06-19 05:05:04 main:581] : INFO : Epoch 1800 | loss: 0.0311503 | val_loss: 0.031164 | Time: 1872.97 ms
[2021-06-19 05:05:06 main:581] : INFO : Epoch 1801 | loss: 0.0311505 | val_loss: 0.0311642 | Time: 1904.2 ms
[2021-06-19 05:05:08 main:581] : INFO : Epoch 1802 | loss: 0.0311539 | val_loss: 0.0311666 | Time: 1865.89 ms
[2021-06-19 05:05:10 main:581] : INFO : Epoch 1803 | loss: 0.0311468 | val_loss: 0.0311649 | Time: 1893.9 ms
[2021-06-19 05:05:12 main:581] : INFO : Epoch 1804 | loss: 0.0311461 | val_loss: 0.0311654 | Time: 1838.04 ms
[2021-06-19 05:05:14 main:581] : INFO : Epoch 1805 | loss: 0.0311466 | val_loss: 0.0311669 | Time: 1867.4 ms
[2021-06-19 05:05:16 main:581] : INFO : Epoch 1806 | loss: 0.0311458 | val_loss: 0.031164 | Time: 1844.62 ms
[2021-06-19 05:05:18 main:581] : INFO : Epoch 1807 | loss: 0.0311459 | val_loss: 0.031167 | Time: 1856.01 ms
[2021-06-19 05:05:19 main:581] : INFO : Epoch 1808 | loss: 0.0311455 | val_loss: 0.0311646 | Time: 1849.69 ms
[2021-06-19 05:05:21 main:581] : INFO : Epoch 1809 | loss: 0.031147 | val_loss: 0.0311666 | Time: 1845.39 ms
[2021-06-19 05:05:23 main:581] : INFO : Epoch 1810 | loss: 0.031144 | val_loss: 0.0311629 | Time: 1835.17 ms
[2021-06-19 05:05:25 main:581] : INFO : Epoch 1811 | loss: 0.0311445 | val_loss: 0.0311633 | Time: 1870.52 ms
[2021-06-19 05:05:27 main:581] : INFO : Epoch 1812 | loss: 0.031144 | val_loss: 0.031163 | Time: 1860.55 ms
[2021-06-19 05:05:29 main:581] : INFO : Epoch 1813 | loss: 0.0311456 | val_loss: 0.0311658 | Time: 1842.14 ms
[2021-06-19 05:05:30 main:581] : INFO : Epoch 1814 | loss: 0.0311437 | val_loss: 0.0311639 | Time: 1847.44 ms
[2021-06-19 05:05:32 main:581] : INFO : Epoch 1815 | loss: 0.0311441 | val_loss: 0.0311645 | Time: 1860.99 ms
[2021-06-19 05:05:34 main:581] : INFO : Epoch 1816 | loss: 0.0311438 | val_loss: 0.0311641 | Time: 1843.26 ms
[2021-06-19 05:05:36 main:581] : INFO : Epoch 1817 | loss: 0.0311445 | val_loss: 0.0311652 | Time: 1837.58 ms
[2021-06-19 05:05:38 main:581] : INFO : Epoch 1818 | loss: 0.0311447 | val_loss: 0.0311666 | Time: 1864.09 ms
[2021-06-19 05:05:40 main:581] : INFO : Epoch 1819 | loss: 0.0311461 | val_loss: 0.0311671 | Time: 1838.41 ms
[2021-06-19 05:05:42 main:581] : INFO : Epoch 1820 | loss: 0.0311449 | val_loss: 0.0311649 | Time: 1859.62 ms
[2021-06-19 05:05:43 main:581] : INFO : Epoch 1821 | loss: 0.0311436 | val_loss: 0.0311647 | Time: 1893.85 ms
[2021-06-19 05:05:45 main:581] : INFO : Epoch 1822 | loss: 0.0311439 | val_loss: 0.0311642 | Time: 1863.04 ms
[2021-06-19 05:05:47 main:581] : INFO : Epoch 1823 | loss: 0.0311436 | val_loss: 0.0311656 | Time: 1855.97 ms
[2021-06-19 05:05:49 main:581] : INFO : Epoch 1824 | loss: 0.0311446 | val_loss: 0.0311666 | Time: 1855.08 ms
[2021-06-19 05:05:51 main:581] : INFO : Epoch 1825 | loss: 0.0311476 | val_loss: 0.0311655 | Time: 1854.42 ms
[2021-06-19 05:05:53 main:581] : INFO : Epoch 1826 | loss: 0.0311475 | val_loss: 0.0311638 | Time: 1860.36 ms
[2021-06-19 05:05:55 main:581] : INFO : Epoch 1827 | loss: 0.0311461 | val_loss: 0.0311653 | Time: 1860.89 ms
[2021-06-19 05:05:56 main:581] : INFO : Epoch 1828 | loss: 0.0311453 | val_loss: 0.0311646 | Time: 1859.54 ms
[2021-06-19 05:05:58 main:581] : INFO : Epoch 1829 | loss: 0.0311449 | val_loss: 0.031166 | Time: 1846.46 ms
[2021-06-19 05:06:00 main:581] : INFO : Epoch 1830 | loss: 0.0311435 | val_loss: 0.0311677 | Time: 1854.65 ms
[2021-06-19 05:06:02 main:581] : INFO : Epoch 1831 | loss: 0.031143 | val_loss: 0.0311663 | Time: 1855.35 ms
[2021-06-19 05:06:04 main:581] : INFO : Epoch 1832 | loss: 0.0311441 | val_loss: 0.0311661 | Time: 1853.08 ms
[2021-06-19 05:06:06 main:581] : INFO : Epoch 1833 | loss: 0.0311425 | val_loss: 0.0311675 | Time: 1808.97 ms
[2021-06-19 05:06:08 main:581] : INFO : Epoch 1834 | loss: 0.031143 | val_loss: 0.0311694 | Time: 1852.1 ms
[2021-06-19 05:06:09 main:581] : INFO : Epoch 1835 | loss: 0.0311463 | val_loss: 0.0311678 | Time: 1856.18 ms
[2021-06-19 05:06:11 main:581] : INFO : Epoch 1836 | loss: 0.0311437 | val_loss: 0.0311658 | Time: 1866.96 ms
[2021-06-19 05:06:13 main:581] : INFO : Epoch 1837 | loss: 0.0311439 | val_loss: 0.0311671 | Time: 1867.78 ms
[2021-06-19 05:06:15 main:581] : INFO : Epoch 1838 | loss: 0.031144 | val_loss: 0.0311632 | Time: 1880.81 ms
[2021-06-19 05:06:17 main:581] : INFO : Epoch 1839 | loss: 0.0311433 | val_loss: 0.0311636 | Time: 1858.66 ms
[2021-06-19 05:06:19 main:581] : INFO : Epoch 1840 | loss: 0.0311447 | val_loss: 0.0311691 | Time: 1836.52 ms
[2021-06-19 05:06:21 main:581] : INFO : Epoch 1841 | loss: 0.0311462 | val_loss: 0.0311643 | Time: 1816.43 ms
[2021-06-19 05:06:22 main:581] : INFO : Epoch 1842 | loss: 0.0311466 | val_loss: 0.0311664 | Time: 1844.24 ms
[2021-06-19 05:06:24 main:581] : INFO : Epoch 1843 | loss: 0.0311445 | val_loss: 0.0311706 | Time: 1852.85 ms
[2021-06-19 05:06:26 main:581] : INFO : Epoch 1844 | loss: 0.0311473 | val_loss: 0.0311709 | Time: 1865.65 ms
[2021-06-19 05:06:28 main:581] : INFO : Epoch 1845 | loss: 0.0311521 | val_loss: 0.0311724 | Time: 1895.65 ms
[2021-06-19 05:06:30 main:581] : INFO : Epoch 1846 | loss: 0.0311488 | val_loss: 0.0311682 | Time: 1891.85 ms
[2021-06-19 05:06:32 main:581] : INFO : Epoch 1847 | loss: 0.031146 | val_loss: 0.0311683 | Time: 1840.67 ms
[2021-06-19 05:06:34 main:581] : INFO : Epoch 1848 | loss: 0.0311457 | val_loss: 0.0311705 | Time: 1840.85 ms
[2021-06-19 05:06:35 main:581] : INFO : Epoch 1849 | loss: 0.0311503 | val_loss: 0.0311734 | Time: 1887.57 ms
[2021-06-19 05:06:37 main:581] : INFO : Epoch 1850 | loss: 0.0311596 | val_loss: 0.0312201 | Time: 1868.62 ms
[2021-06-19 05:06:39 main:581] : INFO : Epoch 1851 | loss: 0.0377726 | val_loss: 0.0318571 | Time: 1859.43 ms
[2021-06-19 05:06:41 main:581] : INFO : Epoch 1852 | loss: 0.0371015 | val_loss: 0.032256 | Time: 1851.14 ms
[2021-06-19 05:06:43 main:581] : INFO : Epoch 1853 | loss: 0.031902 | val_loss: 0.0315247 | Time: 1854.74 ms
[2021-06-19 05:06:45 main:581] : INFO : Epoch 1854 | loss: 0.0313619 | val_loss: 0.0312639 | Time: 1846.2 ms
[2021-06-19 05:06:47 main:581] : INFO : Epoch 1855 | loss: 0.0312631 | val_loss: 0.0312477 | Time: 1852.93 ms
[2021-06-19 05:06:48 main:581] : INFO : Epoch 1856 | loss: 0.0312454 | val_loss: 0.031241 | Time: 1849.02 ms
[2021-06-19 05:06:50 main:581] : INFO : Epoch 1857 | loss: 0.0312395 | val_loss: 0.031239 | Time: 1869.28 ms
[2021-06-19 05:06:52 main:581] : INFO : Epoch 1858 | loss: 0.0312357 | val_loss: 0.0312348 | Time: 1891.78 ms
[2021-06-19 05:06:54 main:581] : INFO : Epoch 1859 | loss: 0.0312323 | val_loss: 0.0312314 | Time: 1857.61 ms
[2021-06-19 05:06:56 main:581] : INFO : Epoch 1860 | loss: 0.0312298 | val_loss: 0.0312295 | Time: 1859.01 ms
[2021-06-19 05:06:58 main:581] : INFO : Epoch 1861 | loss: 0.0312279 | val_loss: 0.0312279 | Time: 1837.63 ms
[2021-06-19 05:07:00 main:581] : INFO : Epoch 1862 | loss: 0.0312247 | val_loss: 0.0312226 | Time: 1862.45 ms
[2021-06-19 05:07:01 main:581] : INFO : Epoch 1863 | loss: 0.0312197 | val_loss: 0.0312207 | Time: 1843.91 ms
[2021-06-19 05:07:03 main:581] : INFO : Epoch 1864 | loss: 0.0312177 | val_loss: 0.0312194 | Time: 1796.39 ms
[2021-06-19 05:07:05 main:581] : INFO : Epoch 1865 | loss: 0.0312156 | val_loss: 0.0312169 | Time: 1807.29 ms
[2021-06-19 05:07:07 main:581] : INFO : Epoch 1866 | loss: 0.0312149 | val_loss: 0.0312182 | Time: 1839.81 ms
[2021-06-19 05:07:09 main:581] : INFO : Epoch 1867 | loss: 0.031214 | val_loss: 0.0312165 | Time: 1861.43 ms
[2021-06-19 05:07:11 main:581] : INFO : Epoch 1868 | loss: 0.0312125 | val_loss: 0.0312148 | Time: 1876.43 ms
[2021-06-19 05:07:13 main:581] : INFO : Epoch 1869 | loss: 0.0312099 | val_loss: 0.0312101 | Time: 1878.62 ms
[2021-06-19 05:07:14 main:581] : INFO : Epoch 1870 | loss: 0.0312051 | val_loss: 0.0312047 | Time: 1827.23 ms
[2021-06-19 05:07:16 main:581] : INFO : Epoch 1871 | loss: 0.0312014 | val_loss: 0.0312015 | Time: 1864.87 ms
[2021-06-19 05:07:18 main:581] : INFO : Epoch 1872 | loss: 0.0311996 | val_loss: 0.0311997 | Time: 1860.85 ms
[2021-06-19 05:07:20 main:581] : INFO : Epoch 1873 | loss: 0.0311977 | val_loss: 0.0311981 | Time: 1815.33 ms
[2021-06-19 05:07:22 main:581] : INFO : Epoch 1874 | loss: 0.0311964 | val_loss: 0.0311969 | Time: 1849.67 ms
[2021-06-19 05:07:24 main:581] : INFO : Epoch 1875 | loss: 0.0311949 | val_loss: 0.0311945 | Time: 1832.28 ms
[2021-06-19 05:07:25 main:581] : INFO : Epoch 1876 | loss: 0.0311931 | val_loss: 0.0311926 | Time: 1849.03 ms
[2021-06-19 05:07:27 main:581] : INFO : Epoch 1877 | loss: 0.0311901 | val_loss: 0.0311897 | Time: 1859.91 ms
[2021-06-19 05:07:29 main:581] : INFO : Epoch 1878 | loss: 0.0311873 | val_loss: 0.031189 | Time: 1835.6 ms
[2021-06-19 05:07:31 main:581] : INFO : Epoch 1879 | loss: 0.0311862 | val_loss: 0.0311884 | Time: 1875.61 ms
[2021-06-19 05:07:33 main:581] : INFO : Epoch 1880 | loss: 0.0311861 | val_loss: 0.0311879 | Time: 1860.99 ms
[2021-06-19 05:07:35 main:581] : INFO : Epoch 1881 | loss: 0.0311853 | val_loss: 0.0311881 | Time: 1905.67 ms
[2021-06-19 05:07:37 main:581] : INFO : Epoch 1882 | loss: 0.0311853 | val_loss: 0.0311876 | Time: 1835.66 ms
[2021-06-19 05:07:38 main:581] : INFO : Epoch 1883 | loss: 0.0311859 | val_loss: 0.0311874 | Time: 1837.48 ms
[2021-06-19 05:07:40 main:581] : INFO : Epoch 1884 | loss: 0.0311837 | val_loss: 0.0311853 | Time: 1883.46 ms
[2021-06-19 05:07:42 main:581] : INFO : Epoch 1885 | loss: 0.0311818 | val_loss: 0.0311843 | Time: 1886.55 ms
[2021-06-19 05:07:44 main:581] : INFO : Epoch 1886 | loss: 0.0311816 | val_loss: 0.031183 | Time: 1840.64 ms
[2021-06-19 05:07:46 main:581] : INFO : Epoch 1887 | loss: 0.0311789 | val_loss: 0.0311834 | Time: 1846.45 ms
[2021-06-19 05:07:48 main:581] : INFO : Epoch 1888 | loss: 0.0311767 | val_loss: 0.031179 | Time: 1843.96 ms
[2021-06-19 05:07:50 main:581] : INFO : Epoch 1889 | loss: 0.031176 | val_loss: 0.0311805 | Time: 1826.58 ms
[2021-06-19 05:07:51 main:581] : INFO : Epoch 1890 | loss: 0.0311773 | val_loss: 0.0311863 | Time: 1843.59 ms
[2021-06-19 05:07:53 main:581] : INFO : Epoch 1891 | loss: 0.0311777 | val_loss: 0.0311806 | Time: 1860.4 ms
[2021-06-19 05:07:55 main:581] : INFO : Epoch 1892 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 1845.8 ms
[2021-06-19 05:07:57 main:581] : INFO : Epoch 1893 | loss: 0.0311751 | val_loss: 0.0311769 | Time: 1888 ms
[2021-06-19 05:07:59 main:581] : INFO : Epoch 1894 | loss: 0.0311729 | val_loss: 0.0311748 | Time: 1859.64 ms
[2021-06-19 05:08:01 main:581] : INFO : Epoch 1895 | loss: 0.0311703 | val_loss: 0.0311745 | Time: 1859.08 ms
[2021-06-19 05:08:03 main:581] : INFO : Epoch 1896 | loss: 0.0311725 | val_loss: 0.031176 | Time: 1840.1 ms
[2021-06-19 05:08:04 main:581] : INFO : Epoch 1897 | loss: 0.0311721 | val_loss: 0.0311774 | Time: 1898.86 ms
[2021-06-19 05:08:06 main:581] : INFO : Epoch 1898 | loss: 0.0311718 | val_loss: 0.0311813 | Time: 1883.67 ms
[2021-06-19 05:08:08 main:581] : INFO : Epoch 1899 | loss: 0.0311754 | val_loss: 0.0311764 | Time: 1848.72 ms
[2021-06-19 05:08:10 main:581] : INFO : Epoch 1900 | loss: 0.0311752 | val_loss: 0.0311768 | Time: 1822.41 ms
[2021-06-19 05:08:12 main:581] : INFO : Epoch 1901 | loss: 0.0311733 | val_loss: 0.0311774 | Time: 1863.18 ms
[2021-06-19 05:08:14 main:581] : INFO : Epoch 1902 | loss: 0.0311734 | val_loss: 0.0311761 | Time: 1877.62 ms
[2021-06-19 05:08:16 main:581] : INFO : Epoch 1903 | loss: 0.0311762 | val_loss: 0.0311772 | Time: 1892.34 ms
[2021-06-19 05:08:18 main:581] : INFO : Epoch 1904 | loss: 0.0311767 | val_loss: 0.031178 | Time: 1838.4 ms
[2021-06-19 05:08:19 main:581] : INFO : Epoch 1905 | loss: 0.0311769 | val_loss: 0.031177 | Time: 1852.46 ms
[2021-06-19 05:08:21 main:581] : INFO : Epoch 1906 | loss: 0.031175 | val_loss: 0.0311785 | Time: 1861.21 ms
[2021-06-19 05:08:23 main:581] : INFO : Epoch 1907 | loss: 0.0311757 | val_loss: 0.0311851 | Time: 1853.38 ms
[2021-06-19 05:08:25 main:581] : INFO : Epoch 1908 | loss: 0.0311761 | val_loss: 0.0311751 | Time: 1896.87 ms
[2021-06-19 05:08:27 main:581] : INFO : Epoch 1909 | loss: 0.0311723 | val_loss: 0.0311783 | Time: 1878.4 ms
[2021-06-19 05:08:29 main:581] : INFO : Epoch 1910 | loss: 0.0311731 | val_loss: 0.031177 | Time: 1879.62 ms
[2021-06-19 05:08:31 main:581] : INFO : Epoch 1911 | loss: 0.0311734 | val_loss: 0.0311738 | Time: 1848.44 ms
[2021-06-19 05:08:32 main:581] : INFO : Epoch 1912 | loss: 0.0311758 | val_loss: 0.0311787 | Time: 1841.03 ms
[2021-06-19 05:08:34 main:581] : INFO : Epoch 1913 | loss: 0.0311785 | val_loss: 0.0311844 | Time: 1839.44 ms
[2021-06-19 05:08:36 main:581] : INFO : Epoch 1914 | loss: 0.0311834 | val_loss: 0.0311879 | Time: 1846.92 ms
[2021-06-19 05:08:38 main:581] : INFO : Epoch 1915 | loss: 0.0311784 | val_loss: 0.0311842 | Time: 1835.78 ms
[2021-06-19 05:08:40 main:581] : INFO : Epoch 1916 | loss: 0.0311783 | val_loss: 0.0311814 | Time: 1855.18 ms
[2021-06-19 05:08:42 main:581] : INFO : Epoch 1917 | loss: 0.0311764 | val_loss: 0.031182 | Time: 1839.28 ms
[2021-06-19 05:08:43 main:581] : INFO : Epoch 1918 | loss: 0.0311786 | val_loss: 0.031182 | Time: 1827.56 ms
[2021-06-19 05:08:45 main:581] : INFO : Epoch 1919 | loss: 0.031175 | val_loss: 0.0311811 | Time: 1849.33 ms
[2021-06-19 05:08:47 main:581] : INFO : Epoch 1920 | loss: 0.0311737 | val_loss: 0.0311806 | Time: 1835.12 ms
[2021-06-19 05:08:49 main:581] : INFO : Epoch 1921 | loss: 0.0311735 | val_loss: 0.0311805 | Time: 1827.35 ms
[2021-06-19 05:08:51 main:581] : INFO : Epoch 1922 | loss: 0.031177 | val_loss: 0.0311817 | Time: 1827.47 ms
[2021-06-19 05:08:53 main:581] : INFO : Epoch 1923 | loss: 0.0311762 | val_loss: 0.0311798 | Time: 1837.07 ms
[2021-06-19 05:08:55 main:581] : INFO : Epoch 1924 | loss: 0.0311732 | val_loss: 0.0311841 | Time: 1865.22 ms
[2021-06-19 05:08:56 main:581] : INFO : Epoch 1925 | loss: 0.0311727 | val_loss: 0.0311773 | Time: 1873.06 ms
[2021-06-19 05:08:58 main:581] : INFO : Epoch 1926 | loss: 0.0311706 | val_loss: 0.0311779 | Time: 1861.81 ms
[2021-06-19 05:09:00 main:581] : INFO : Epoch 1927 | loss: 0.031175 | val_loss: 0.0311849 | Time: 1886.57 ms
[2021-06-19 05:09:02 main:581] : INFO : Epoch 1928 | loss: 0.0311764 | val_loss: 0.0311819 | Time: 1847.28 ms
[2021-06-19 05:09:04 main:581] : INFO : Epoch 1929 | loss: 0.0311754 | val_loss: 0.0311816 | Time: 1892.2 ms
[2021-06-19 05:09:06 main:581] : INFO : Epoch 1930 | loss: 0.0311746 | val_loss: 0.031181 | Time: 1876.47 ms
[2021-06-19 05:09:08 main:581] : INFO : Epoch 1931 | loss: 0.0311732 | val_loss: 0.0311803 | Time: 1868.39 ms
[2021-06-19 05:09:09 main:581] : INFO : Epoch 1932 | loss: 0.0311742 | val_loss: 0.0311861 | Time: 1852.87 ms
[2021-06-19 05:09:11 main:581] : INFO : Epoch 1933 | loss: 0.0311756 | val_loss: 0.0311785 | Time: 1847.93 ms
[2021-06-19 05:09:13 main:581] : INFO : Epoch 1934 | loss: 0.0311751 | val_loss: 0.0311863 | Time: 1864.66 ms
[2021-06-19 05:09:15 main:581] : INFO : Epoch 1935 | loss: 0.0311737 | val_loss: 0.0311827 | Time: 1856.37 ms
[2021-06-19 05:09:17 main:581] : INFO : Epoch 1936 | loss: 0.0311714 | val_loss: 0.0311814 | Time: 1843.23 ms
[2021-06-19 05:09:19 main:581] : INFO : Epoch 1937 | loss: 0.0311738 | val_loss: 0.0311887 | Time: 1849.22 ms
[2021-06-19 05:09:21 main:581] : INFO : Epoch 1938 | loss: 0.031171 | val_loss: 0.0311804 | Time: 1852.41 ms
[2021-06-19 05:09:22 main:581] : INFO : Epoch 1939 | loss: 0.0311708 | val_loss: 0.0311823 | Time: 1830.37 ms
[2021-06-19 05:09:24 main:581] : INFO : Epoch 1940 | loss: 0.0311716 | val_loss: 0.0311819 | Time: 1840.37 ms
[2021-06-19 05:09:26 main:581] : INFO : Epoch 1941 | loss: 0.0311726 | val_loss: 0.0311814 | Time: 1857.07 ms
[2021-06-19 05:09:28 main:581] : INFO : Epoch 1942 | loss: 0.0311693 | val_loss: 0.0311794 | Time: 1838.54 ms
[2021-06-19 05:09:30 main:581] : INFO : Epoch 1943 | loss: 0.0311682 | val_loss: 0.0311811 | Time: 1898.39 ms
[2021-06-19 05:09:32 main:581] : INFO : Epoch 1944 | loss: 0.0311676 | val_loss: 0.0311789 | Time: 1864.68 ms
[2021-06-19 05:09:34 main:581] : INFO : Epoch 1945 | loss: 0.031169 | val_loss: 0.0311792 | Time: 1870.57 ms
[2021-06-19 05:09:35 main:581] : INFO : Epoch 1946 | loss: 0.0311691 | val_loss: 0.0311822 | Time: 1885.62 ms
[2021-06-19 05:09:37 main:581] : INFO : Epoch 1947 | loss: 0.0311697 | val_loss: 0.0311824 | Time: 1852.69 ms
[2021-06-19 05:09:39 main:581] : INFO : Epoch 1948 | loss: 0.0311753 | val_loss: 0.0311831 | Time: 1885.68 ms
[2021-06-19 05:09:41 main:581] : INFO : Epoch 1949 | loss: 0.0311771 | val_loss: 0.0311848 | Time: 1853.77 ms
[2021-06-19 05:09:43 main:581] : INFO : Epoch 1950 | loss: 0.0311752 | val_loss: 0.0311818 | Time: 1871.19 ms
[2021-06-19 05:09:45 main:581] : INFO : Epoch 1951 | loss: 0.0311733 | val_loss: 0.0311837 | Time: 1867.31 ms
[2021-06-19 05:09:47 main:581] : INFO : Epoch 1952 | loss: 0.031174 | val_loss: 0.0311823 | Time: 1864.03 ms
[2021-06-19 05:09:49 main:581] : INFO : Epoch 1953 | loss: 0.0311764 | val_loss: 0.0311822 | Time: 1854.47 ms
[2021-06-19 05:09:50 main:581] : INFO : Epoch 1954 | loss: 0.0311735 | val_loss: 0.0311811 | Time: 1811.99 ms
[2021-06-19 05:09:52 main:581] : INFO : Epoch 1955 | loss: 0.0311737 | val_loss: 0.0311889 | Time: 1835.47 ms
[2021-06-19 05:09:54 main:581] : INFO : Epoch 1956 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 1854.58 ms
[2021-06-19 05:09:56 main:581] : INFO : Epoch 1957 | loss: 0.0311743 | val_loss: 0.0311833 | Time: 1834.99 ms
[2021-06-19 05:09:58 main:581] : INFO : Epoch 1958 | loss: 0.031174 | val_loss: 0.0311795 | Time: 1868.77 ms
[2021-06-19 05:10:00 main:581] : INFO : Epoch 1959 | loss: 0.0311701 | val_loss: 0.0311819 | Time: 1888.35 ms
[2021-06-19 05:10:01 main:581] : INFO : Epoch 1960 | loss: 0.0311728 | val_loss: 0.0311826 | Time: 1859.61 ms
[2021-06-19 05:10:03 main:581] : INFO : Epoch 1961 | loss: 0.0311719 | val_loss: 0.031184 | Time: 1848.46 ms
[2021-06-19 05:10:05 main:581] : INFO : Epoch 1962 | loss: 0.0311714 | val_loss: 0.0311822 | Time: 1833.18 ms
[2021-06-19 05:10:07 main:581] : INFO : Epoch 1963 | loss: 0.0311723 | val_loss: 0.0311823 | Time: 1854.06 ms
[2021-06-19 05:10:09 main:581] : INFO : Epoch 1964 | loss: 0.0311748 | val_loss: 0.0311847 | Time: 1861.97 ms
[2021-06-19 05:10:11 main:581] : INFO : Epoch 1965 | loss: 0.0311743 | val_loss: 0.0311784 | Time: 1851.53 ms
[2021-06-19 05:10:13 main:581] : INFO : Epoch 1966 | loss: 0.0311703 | val_loss: 0.03118 | Time: 1846.25 ms
[2021-06-19 05:10:14 main:581] : INFO : Epoch 1967 | loss: 0.0311715 | val_loss: 0.0311796 | Time: 1866.22 ms
[2021-06-19 05:10:16 main:581] : INFO : Epoch 1968 | loss: 0.0311744 | val_loss: 0.0311886 | Time: 1872.22 ms
[2021-06-19 05:10:18 main:581] : INFO : Epoch 1969 | loss: 0.031172 | val_loss: 0.0311824 | Time: 1823.34 ms
[2021-06-19 05:10:20 main:581] : INFO : Epoch 1970 | loss: 0.0311705 | val_loss: 0.0311762 | Time: 1836.63 ms
[2021-06-19 05:10:22 main:581] : INFO : Epoch 1971 | loss: 0.0311681 | val_loss: 0.0311765 | Time: 1844.04 ms
[2021-06-19 05:10:24 main:581] : INFO : Epoch 1972 | loss: 0.03117 | val_loss: 0.0311769 | Time: 1837.14 ms
[2021-06-19 05:10:26 main:581] : INFO : Epoch 1973 | loss: 0.0311716 | val_loss: 0.0311789 | Time: 1851.87 ms
[2021-06-19 05:10:27 main:581] : INFO : Epoch 1974 | loss: 0.0311726 | val_loss: 0.0311817 | Time: 1873.31 ms
[2021-06-19 05:10:29 main:581] : INFO : Epoch 1975 | loss: 0.0311699 | val_loss: 0.0311778 | Time: 1872.98 ms
[2021-06-19 05:10:31 main:581] : INFO : Epoch 1976 | loss: 0.0311722 | val_loss: 0.0311823 | Time: 1848.53 ms
[2021-06-19 05:10:33 main:581] : INFO : Epoch 1977 | loss: 0.0311689 | val_loss: 0.0311814 | Time: 1862.7 ms
[2021-06-19 05:10:35 main:581] : INFO : Epoch 1978 | loss: 0.031171 | val_loss: 0.0311905 | Time: 1869.4 ms
[2021-06-19 05:10:37 main:581] : INFO : Epoch 1979 | loss: 0.0311738 | val_loss: 0.0311931 | Time: 1851.87 ms
[2021-06-19 05:10:39 main:581] : INFO : Epoch 1980 | loss: 0.0311743 | val_loss: 0.0311844 | Time: 1875.73 ms
[2021-06-19 05:10:40 main:581] : INFO : Epoch 1981 | loss: 0.0311719 | val_loss: 0.0311839 | Time: 1849.4 ms
[2021-06-19 05:10:42 main:581] : INFO : Epoch 1982 | loss: 0.031174 | val_loss: 0.0311795 | Time: 1865.46 ms
[2021-06-19 05:10:44 main:581] : INFO : Epoch 1983 | loss: 0.0311758 | val_loss: 0.0311819 | Time: 1856.13 ms
[2021-06-19 05:10:46 main:581] : INFO : Epoch 1984 | loss: 0.0311756 | val_loss: 0.0311813 | Time: 1838.83 ms
[2021-06-19 05:10:48 main:581] : INFO : Epoch 1985 | loss: 0.0311734 | val_loss: 0.0311821 | Time: 1838.99 ms
[2021-06-19 05:10:50 main:581] : INFO : Epoch 1986 | loss: 0.0311738 | val_loss: 0.0311805 | Time: 1869.68 ms
[2021-06-19 05:10:52 main:581] : INFO : Epoch 1987 | loss: 0.0311738 | val_loss: 0.0311802 | Time: 1882.88 ms
[2021-06-19 05:10:53 main:581] : INFO : Epoch 1988 | loss: 0.0311731 | val_loss: 0.0311783 | Time: 1901.65 ms
[2021-06-19 05:10:55 main:581] : INFO : Epoch 1989 | loss: 0.0311717 | val_loss: 0.0311854 | Time: 1831.27 ms
[2021-06-19 05:10:57 main:581] : INFO : Epoch 1990 | loss: 0.03118 | val_loss: 0.0311879 | Time: 1843.35 ms
[2021-06-19 05:10:59 main:581] : INFO : Epoch 1991 | loss: 0.0311768 | val_loss: 0.0311833 | Time: 1862.4 ms
[2021-06-19 05:11:01 main:581] : INFO : Epoch 1992 | loss: 0.0311706 | val_loss: 0.0311805 | Time: 1859.38 ms
[2021-06-19 05:11:03 main:581] : INFO : Epoch 1993 | loss: 0.0311714 | val_loss: 0.0311802 | Time: 1847.09 ms
[2021-06-19 05:11:05 main:581] : INFO : Epoch 1994 | loss: 0.0311714 | val_loss: 0.0311826 | Time: 1863.75 ms
[2021-06-19 05:11:06 main:581] : INFO : Epoch 1995 | loss: 0.0311708 | val_loss: 0.0311797 | Time: 1900.6 ms
[2021-06-19 05:11:08 main:581] : INFO : Epoch 1996 | loss: 0.0311726 | val_loss: 0.0311908 | Time: 1858.31 ms
[2021-06-19 05:11:10 main:581] : INFO : Epoch 1997 | loss: 0.0311722 | val_loss: 0.0311799 | Time: 1861.69 ms
[2021-06-19 05:11:12 main:581] : INFO : Epoch 1998 | loss: 0.0311717 | val_loss: 0.0311873 | Time: 1862.53 ms
[2021-06-19 05:11:14 main:581] : INFO : Epoch 1999 | loss: 0.0311768 | val_loss: 0.0311935 | Time: 1848.14 ms
[2021-06-19 05:11:16 main:581] : INFO : Epoch 2000 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 1841.64 ms
[2021-06-19 05:11:18 main:581] : INFO : Epoch 2001 | loss: 0.0311694 | val_loss: 0.0311841 | Time: 1826.28 ms
[2021-06-19 05:11:19 main:581] : INFO : Epoch 2002 | loss: 0.0311732 | val_loss: 0.0311817 | Time: 1840.13 ms
[2021-06-19 05:11:21 main:581] : INFO : Epoch 2003 | loss: 0.0311725 | val_loss: 0.0311852 | Time: 1884.88 ms
[2021-06-19 05:11:23 main:581] : INFO : Epoch 2004 | loss: 0.0311694 | val_loss: 0.0311814 | Time: 1880.46 ms
[2021-06-19 05:11:25 main:581] : INFO : Epoch 2005 | loss: 0.031168 | val_loss: 0.0311796 | Time: 1857.49 ms
[2021-06-19 05:11:27 main:581] : INFO : Epoch 2006 | loss: 0.0311677 | val_loss: 0.0311817 | Time: 1825.4 ms
[2021-06-19 05:11:29 main:581] : INFO : Epoch 2007 | loss: 0.0311685 | val_loss: 0.0311799 | Time: 1881.48 ms
[2021-06-19 05:11:31 main:581] : INFO : Epoch 2008 | loss: 0.03117 | val_loss: 0.0311827 | Time: 1879.26 ms
[2021-06-19 05:11:32 main:581] : INFO : Epoch 2009 | loss: 0.0311674 | val_loss: 0.0311797 | Time: 1856.29 ms
[2021-06-19 05:11:34 main:581] : INFO : Epoch 2010 | loss: 0.0311683 | val_loss: 0.0311787 | Time: 1863.98 ms
[2021-06-19 05:11:36 main:581] : INFO : Epoch 2011 | loss: 0.0311663 | val_loss: 0.0311783 | Time: 1835 ms
[2021-06-19 05:11:38 main:581] : INFO : Epoch 2012 | loss: 0.0311673 | val_loss: 0.0311779 | Time: 1853.57 ms
[2021-06-19 05:11:40 main:581] : INFO : Epoch 2013 | loss: 0.031167 | val_loss: 0.0311773 | Time: 1897.14 ms
[2021-06-19 05:11:42 main:581] : INFO : Epoch 2014 | loss: 0.0311677 | val_loss: 0.0311806 | Time: 1876.25 ms
[2021-06-19 05:11:44 main:581] : INFO : Epoch 2015 | loss: 0.0311698 | val_loss: 0.0311818 | Time: 1851.86 ms
[2021-06-19 05:11:46 main:581] : INFO : Epoch 2016 | loss: 0.0311697 | val_loss: 0.0311824 | Time: 1862.53 ms
[2021-06-19 05:11:47 main:581] : INFO : Epoch 2017 | loss: 0.0311681 | val_loss: 0.0311804 | Time: 1842.86 ms
[2021-06-19 05:11:49 main:581] : INFO : Epoch 2018 | loss: 0.0311671 | val_loss: 0.0311787 | Time: 1864.09 ms
[2021-06-19 05:11:51 main:581] : INFO : Epoch 2019 | loss: 0.0311684 | val_loss: 0.0311826 | Time: 1850.79 ms
[2021-06-19 05:11:53 main:581] : INFO : Epoch 2020 | loss: 0.0311684 | val_loss: 0.0311804 | Time: 1836.3 ms
[2021-06-19 05:11:55 main:581] : INFO : Epoch 2021 | loss: 0.0311664 | val_loss: 0.0311793 | Time: 1847.76 ms
[2021-06-19 05:11:57 main:581] : INFO : Epoch 2022 | loss: 0.0311648 | val_loss: 0.031183 | Time: 1845.65 ms
[2021-06-19 05:11:58 main:581] : INFO : Epoch 2023 | loss: 0.0311665 | val_loss: 0.0311797 | Time: 1823.78 ms
[2021-06-19 05:12:00 main:581] : INFO : Epoch 2024 | loss: 0.0311651 | val_loss: 0.031182 | Time: 1852.98 ms
[2021-06-19 05:12:02 main:581] : INFO : Epoch 2025 | loss: 0.0311688 | val_loss: 0.0311866 | Time: 1852.93 ms
[2021-06-19 05:12:04 main:581] : INFO : Epoch 2026 | loss: 0.0311666 | val_loss: 0.0311838 | Time: 1844.68 ms
[2021-06-19 05:12:06 main:581] : INFO : Epoch 2027 | loss: 0.0311658 | val_loss: 0.0311838 | Time: 1826.56 ms
[2021-06-19 05:12:08 main:581] : INFO : Epoch 2028 | loss: 0.0311709 | val_loss: 0.0311789 | Time: 1835.77 ms
[2021-06-19 05:12:09 main:581] : INFO : Epoch 2029 | loss: 0.0311697 | val_loss: 0.0311839 | Time: 1826.3 ms
[2021-06-19 05:12:11 main:581] : INFO : Epoch 2030 | loss: 0.0311703 | val_loss: 0.031183 | Time: 1866.95 ms
[2021-06-19 05:12:13 main:581] : INFO : Epoch 2031 | loss: 0.0311705 | val_loss: 0.0311957 | Time: 1866.18 ms
[2021-06-19 05:12:15 main:581] : INFO : Epoch 2032 | loss: 0.0311713 | val_loss: 0.0311813 | Time: 1857.14 ms
[2021-06-19 05:12:17 main:581] : INFO : Epoch 2033 | loss: 0.031168 | val_loss: 0.0311784 | Time: 1836.02 ms
[2021-06-19 05:12:19 main:581] : INFO : Epoch 2034 | loss: 0.0311668 | val_loss: 0.0311815 | Time: 1886.26 ms
[2021-06-19 05:12:21 main:581] : INFO : Epoch 2035 | loss: 0.0311694 | val_loss: 0.0311796 | Time: 1879.24 ms
[2021-06-19 05:12:23 main:581] : INFO : Epoch 2036 | loss: 0.0311683 | val_loss: 0.0311817 | Time: 1847.2 ms
[2021-06-19 05:12:24 main:581] : INFO : Epoch 2037 | loss: 0.0311655 | val_loss: 0.0311781 | Time: 1890.03 ms
[2021-06-19 05:12:26 main:581] : INFO : Epoch 2038 | loss: 0.0311675 | val_loss: 0.0311811 | Time: 1881.17 ms
[2021-06-19 05:12:28 main:581] : INFO : Epoch 2039 | loss: 0.0311685 | val_loss: 0.0311888 | Time: 1887.07 ms
[2021-06-19 05:12:30 main:581] : INFO : Epoch 2040 | loss: 0.0311676 | val_loss: 0.0311779 | Time: 1863.62 ms
[2021-06-19 05:12:32 main:581] : INFO : Epoch 2041 | loss: 0.0311649 | val_loss: 0.0311772 | Time: 1829.62 ms
[2021-06-19 05:12:34 main:581] : INFO : Epoch 2042 | loss: 0.0311666 | val_loss: 0.0311784 | Time: 1845.53 ms
[2021-06-19 05:12:36 main:581] : INFO : Epoch 2043 | loss: 0.0311676 | val_loss: 0.0311839 | Time: 1841 ms
[2021-06-19 05:12:37 main:581] : INFO : Epoch 2044 | loss: 0.031166 | val_loss: 0.0311782 | Time: 1821.63 ms
[2021-06-19 05:12:39 main:581] : INFO : Epoch 2045 | loss: 0.0311663 | val_loss: 0.0311805 | Time: 1842.76 ms
[2021-06-19 05:12:41 main:581] : INFO : Epoch 2046 | loss: 0.0311644 | val_loss: 0.0311795 | Time: 1842.61 ms
[2021-06-19 05:12:43 main:581] : INFO : Epoch 2047 | loss: 0.0311645 | val_loss: 0.0311816 | Time: 1860.15 ms
[2021-06-19 05:12:45 main:581] : INFO : Epoch 2048 | loss: 0.0311695 | val_loss: 0.0311786 | Time: 1843.32 ms
[2021-06-19 05:12:45 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311786
[2021-06-19 05:12:45 main:610] : INFO : Saving end state to config to file
[2021-06-19 05:12:45 main:615] : INFO : Success, exiting..
05:12:45 (2228519): 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)