Task 5110619
| Name | ParityModified-1619583633-13601-0_0 |
| Workunit | 3068293 |
| Created | 28 Apr 2021, 4:20:37 UTC |
| Sent | 3 May 2021, 23:15:18 UTC |
| Report deadline | 11 May 2021, 23:15:18 UTC |
| Received | 4 May 2021, 8:05:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 4 min 26 sec |
| CPU time | 1 hours 4 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 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: 0.0309862 | val_loss: 0.0313134 | Time: 1889.79 ms
[2021-05-04 02:48:54 main:581] : INFO : Epoch 1539 | loss: 0.0309965 | val_loss: 0.0313132 | Time: 1882.52 ms
[2021-05-04 02:48:56 main:581] : INFO : Epoch 1540 | loss: 0.0309867 | val_loss: 0.0313164 | Time: 1878.56 ms
[2021-05-04 02:48:58 main:581] : INFO : Epoch 1541 | loss: 0.0309866 | val_loss: 0.0313268 | Time: 1881.39 ms
[2021-05-04 02:49:00 main:581] : INFO : Epoch 1542 | loss: 0.0309841 | val_loss: 0.0313199 | Time: 1888.14 ms
[2021-05-04 02:49:02 main:581] : INFO : Epoch 1543 | loss: 0.0309814 | val_loss: 0.0313318 | Time: 1892.86 ms
[2021-05-04 02:49:04 main:581] : INFO : Epoch 1544 | loss: 0.0309957 | val_loss: 0.0313397 | Time: 1882 ms
[2021-05-04 02:49:06 main:581] : INFO : Epoch 1545 | loss: 0.0309958 | val_loss: 0.0313113 | Time: 1880.44 ms
[2021-05-04 02:49:08 main:581] : INFO : Epoch 1546 | loss: 0.0309967 | val_loss: 0.0313328 | Time: 1886.41 ms
[2021-05-04 02:49:09 main:581] : INFO : Epoch 1547 | loss: 0.0309872 | val_loss: 0.0312976 | Time: 1895.75 ms
[2021-05-04 02:49:11 main:581] : INFO : Epoch 1548 | loss: 0.0309856 | val_loss: 0.0313437 | Time: 1884.44 ms
[2021-05-04 02:49:13 main:581] : INFO : Epoch 1549 | loss: 0.0309954 | val_loss: 0.0312921 | Time: 1884.92 ms
[2021-05-04 02:49:15 main:581] : INFO : Epoch 1550 | loss: 0.0309935 | val_loss: 0.0313137 | Time: 1877.82 ms
[2021-05-04 02:49:17 main:581] : INFO : Epoch 1551 | loss: 0.0309974 | val_loss: 0.0312848 | Time: 1892.92 ms
[2021-05-04 02:49:19 main:581] : INFO : Epoch 1552 | loss: 0.0309992 | val_loss: 0.0313189 | Time: 1902.61 ms
[2021-05-04 02:49:21 main:581] : INFO : Epoch 1553 | loss: 0.0309916 | val_loss: 0.0313179 | Time: 1894.16 ms
[2021-05-04 02:49:23 main:581] : INFO : Epoch 1554 | loss: 0.0309896 | val_loss: 0.0313453 | Time: 1894.87 ms
[2021-05-04 02:49:25 main:581] : INFO : Epoch 1555 | loss: 0.0309958 | val_loss: 0.0312938 | Time: 1899.13 ms
[2021-05-04 02:49:26 main:581] : INFO : Epoch 1556 | loss: 0.0310012 | val_loss: 0.0313413 | Time: 1862.51 ms
[2021-05-04 02:49:28 main:581] : INFO : Epoch 1557 | loss: 0.0309961 | val_loss: 0.0313121 | Time: 1874.93 ms
[2021-05-04 02:49:30 main:581] : INFO : Epoch 1558 | loss: 0.031012 | val_loss: 0.0312939 | Time: 1877.67 ms
[2021-05-04 02:49:32 main:581] : INFO : Epoch 1559 | loss: 0.0310067 | val_loss: 0.0312997 | Time: 1881.66 ms
[2021-05-04 02:49:34 main:581] : INFO : Epoch 1560 | loss: 0.0309882 | val_loss: 0.0313639 | Time: 1888.59 ms
[2021-05-04 02:49:36 main:581] : INFO : Epoch 1561 | loss: 0.0309846 | val_loss: 0.0313533 | Time: 1865.93 ms
[2021-05-04 02:49:38 main:581] : INFO : Epoch 1562 | loss: 0.0309864 | val_loss: 0.0313359 | Time: 1880.45 ms
[2021-05-04 02:49:40 main:581] : INFO : Epoch 1563 | loss: 0.0309825 | val_loss: 0.0313074 | Time: 1881.76 ms
[2021-05-04 02:49:41 main:581] : INFO : Epoch 1564 | loss: 0.0309943 | val_loss: 0.0313042 | Time: 1884.47 ms
[2021-05-04 02:49:43 main:581] : INFO : Epoch 1565 | loss: 0.0319887 | val_loss: 0.0352647 | Time: 1878.4 ms
[2021-05-04 02:49:45 main:581] : INFO : Epoch 1566 | loss: 0.0332377 | val_loss: 0.03182 | Time: 1875.91 ms
[2021-05-04 02:49:47 main:581] : INFO : Epoch 1567 | loss: 0.0314638 | val_loss: 0.0312919 | Time: 1878.31 ms
[2021-05-04 02:49:49 main:581] : INFO : Epoch 1568 | loss: 0.0312728 | val_loss: 0.0312605 | Time: 1878.13 ms
[2021-05-04 02:49:51 main:581] : INFO : Epoch 1569 | loss: 0.0312531 | val_loss: 0.0312499 | Time: 1884.47 ms
[2021-05-04 02:49:53 main:581] : INFO : Epoch 1570 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 1885.36 ms
[2021-05-04 02:49:55 main:581] : INFO : Epoch 1571 | loss: 0.0312458 | val_loss: 0.0312458 | Time: 1879.23 ms
[2021-05-04 02:49:56 main:581] : INFO : Epoch 1572 | loss: 0.0312447 | val_loss: 0.031243 | Time: 1882.88 ms
[2021-05-04 02:49:58 main:581] : INFO : Epoch 1573 | loss: 0.0312421 | val_loss: 0.0312393 | Time: 1887.52 ms
[2021-05-04 02:50:00 main:581] : INFO : Epoch 1574 | loss: 0.0312384 | val_loss: 0.031234 | Time: 1882.72 ms
[2021-05-04 02:50:02 main:581] : INFO : Epoch 1575 | loss: 0.0312387 | val_loss: 0.0312306 | Time: 1876.19 ms
[2021-05-04 02:50:04 main:581] : INFO : Epoch 1576 | loss: 0.0312369 | val_loss: 0.0312441 | Time: 1875.24 ms
[2021-05-04 02:50:06 main:581] : INFO : Epoch 1577 | loss: 0.0312322 | val_loss: 0.0312268 | Time: 1871.47 ms
[2021-05-04 02:50:08 main:581] : INFO : Epoch 1578 | loss: 0.0312216 | val_loss: 0.0312134 | Time: 1871.37 ms
[2021-05-04 02:50:10 main:581] : INFO : Epoch 1579 | loss: 0.0312124 | val_loss: 0.0312058 | Time: 1875.98 ms
[2021-05-04 02:50:11 main:581] : INFO : Epoch 1580 | loss: 0.031218 | val_loss: 0.0312016 | Time: 1877.91 ms
[2021-05-04 02:50:13 main:581] : INFO : Epoch 1581 | loss: 0.0312063 | val_loss: 0.0311984 | Time: 1880.94 ms
[2021-05-04 02:50:15 main:581] : INFO : Epoch 1582 | loss: 0.0312329 | val_loss: 0.0311996 | Time: 1834.27 ms
[2021-05-04 02:50:17 main:581] : INFO : Epoch 1583 | loss: 0.0312084 | val_loss: 0.0312005 | Time: 1888.01 ms
[2021-05-04 02:50:19 main:581] : INFO : Epoch 1584 | loss: 0.0312003 | val_loss: 0.0311883 | Time: 1882.34 ms
[2021-05-04 02:50:21 main:581] : INFO : Epoch 1585 | loss: 0.0312156 | val_loss: 0.0312033 | Time: 1883.51 ms
[2021-05-04 02:50:23 main:581] : INFO : Epoch 1586 | loss: 0.0311991 | val_loss: 0.0311935 | Time: 1886.36 ms
[2021-05-04 02:50:25 main:581] : INFO : Epoch 1587 | loss: 0.0312001 | val_loss: 0.0312134 | Time: 1882.4 ms
[2021-05-04 02:50:27 main:581] : INFO : Epoch 1588 | loss: 0.0311999 | val_loss: 0.0311895 | Time: 1889.39 ms
[2021-05-04 02:50:28 main:581] : INFO : Epoch 1589 | loss: 0.0311915 | val_loss: 0.0311837 | Time: 1894.65 ms
[2021-05-04 02:50:30 main:581] : INFO : Epoch 1590 | loss: 0.0311886 | val_loss: 0.031196 | Time: 1887.6 ms
[2021-05-04 02:50:32 main:581] : INFO : Epoch 1591 | loss: 0.0311929 | val_loss: 0.0311916 | Time: 1865.63 ms
[2021-05-04 02:50:34 main:581] : INFO : Epoch 1592 | loss: 0.0311878 | val_loss: 0.031182 | Time: 1881.8 ms
[2021-05-04 02:50:36 main:581] : INFO : Epoch 1593 | loss: 0.0311831 | val_loss: 0.0311823 | Time: 1880.98 ms
[2021-05-04 02:50:38 main:581] : INFO : Epoch 1594 | loss: 0.0311834 | val_loss: 0.0311818 | Time: 1892.22 ms
[2021-05-04 02:50:40 main:581] : INFO : Epoch 1595 | loss: 0.031184 | val_loss: 0.0311802 | Time: 1886.48 ms
[2021-05-04 02:50:42 main:581] : INFO : Epoch 1596 | loss: 0.0311786 | val_loss: 0.0311769 | Time: 1883.72 ms
[2021-05-04 02:50:43 main:581] : INFO : Epoch 1597 | loss: 0.0311802 | val_loss: 0.0311838 | Time: 1887.63 ms
[2021-05-04 02:50:45 main:581] : INFO : Epoch 1598 | loss: 0.0311829 | val_loss: 0.0311783 | Time: 1890.37 ms
[2021-05-04 02:50:47 main:581] : INFO : Epoch 1599 | loss: 0.0311789 | val_loss: 0.031178 | Time: 1884.67 ms
[2021-05-04 02:50:49 main:581] : INFO : Epoch 1600 | loss: 0.0311901 | val_loss: 0.0311787 | Time: 1881.31 ms
[2021-05-04 02:50:51 main:581] : INFO : Epoch 1601 | loss: 0.0311853 | val_loss: 0.031182 | Time: 1888.91 ms
[2021-05-04 02:50:53 main:581] : INFO : Epoch 1602 | loss: 0.0311804 | val_loss: 0.0311757 | Time: 1888.34 ms
[2021-05-04 02:50:55 main:581] : INFO : Epoch 1603 | loss: 0.0311776 | val_loss: 0.0311754 | Time: 1882.55 ms
[2021-05-04 02:50:57 main:581] : INFO : Epoch 1604 | loss: 0.031177 | val_loss: 0.0311751 | Time: 1887.74 ms
[2021-05-04 02:50:59 main:581] : INFO : Epoch 1605 | loss: 0.0311764 | val_loss: 0.031176 | Time: 1888.28 ms
[2021-05-04 02:51:00 main:581] : INFO : Epoch 1606 | loss: 0.0311757 | val_loss: 0.0311768 | Time: 1894.59 ms
[2021-05-04 02:51:02 main:581] : INFO : Epoch 1607 | loss: 0.0311756 | val_loss: 0.0311777 | Time: 1887.1 ms
[2021-05-04 02:51:04 main:581] : INFO : Epoch 1608 | loss: 0.0311771 | val_loss: 0.0311788 | Time: 1887.05 ms
[2021-05-04 02:51:06 main:581] : INFO : Epoch 1609 | loss: 0.0311758 | val_loss: 0.031175 | Time: 1891.42 ms
[2021-05-04 02:51:08 main:581] : INFO : Epoch 1610 | loss: 0.0311727 | val_loss: 0.0311743 | Time: 1891.69 ms
[2021-05-04 02:51:10 main:581] : INFO : Epoch 1611 | loss: 0.0311759 | val_loss: 0.0311753 | Time: 1886.46 ms
[2021-05-04 02:51:12 main:581] : INFO : Epoch 1612 | loss: 0.0311757 | val_loss: 0.0311749 | Time: 1839.78 ms
[2021-05-04 02:51:14 main:581] : INFO : Epoch 1613 | loss: 0.031175 | val_loss: 0.0311753 | Time: 1897.31 ms
[2021-05-04 02:51:16 main:581] : INFO : Epoch 1614 | loss: 0.0311716 | val_loss: 0.0311766 | Time: 1896.69 ms
[2021-05-04 02:51:17 main:581] : INFO : Epoch 1615 | loss: 0.0311743 | val_loss: 0.0311741 | Time: 1890.43 ms
[2021-05-04 02:51:19 main:581] : INFO : Epoch 1616 | loss: 0.0311753 | val_loss: 0.0311746 | Time: 1892.5 ms
[2021-05-04 02:51:21 main:581] : INFO : Epoch 1617 | loss: 0.0311745 | val_loss: 0.0311758 | Time: 1890.87 ms
[2021-05-04 02:51:23 main:581] : INFO : Epoch 1618 | loss: 0.0311746 | val_loss: 0.0311728 | Time: 1892.31 ms
[2021-05-04 02:51:25 main:581] : INFO : Epoch 1619 | loss: 0.0311701 | val_loss: 0.0311724 | Time: 1888.58 ms
[2021-05-04 02:51:27 main:581] : INFO : Epoch 1620 | loss: 0.0311702 | val_loss: 0.0311722 | Time: 1900.6 ms
[2021-05-04 02:51:29 main:581] : INFO : Epoch 1621 | loss: 0.0311713 | val_loss: 0.0311806 | Time: 1887.89 ms
[2021-05-04 02:51:31 main:581] : INFO : Epoch 1622 | loss: 0.0311712 | val_loss: 0.0311761 | Time: 1884.59 ms
[2021-05-04 02:51:33 main:581] : INFO : Epoch 1623 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 1889.21 ms
[2021-05-04 02:51:34 main:581] : INFO : Epoch 1624 | loss: 0.0311752 | val_loss: 0.0311751 | Time: 1897.31 ms
[2021-05-04 02:51:36 main:581] : INFO : Epoch 1625 | loss: 0.0311808 | val_loss: 0.0311787 | Time: 1897.18 ms
[2021-05-04 02:51:38 main:581] : INFO : Epoch 1626 | loss: 0.031175 | val_loss: 0.0311811 | Time: 1889.17 ms
[2021-05-04 02:51:40 main:581] : INFO : Epoch 1627 | loss: 0.0311696 | val_loss: 0.0311776 | Time: 1894.92 ms
[2021-05-04 02:51:42 main:581] : INFO : Epoch 1628 | loss: 0.0311723 | val_loss: 0.0311719 | Time: 1900.22 ms
[2021-05-04 02:51:44 main:581] : INFO : Epoch 1629 | loss: 0.031169 | val_loss: 0.0311756 | Time: 1892.48 ms
[2021-05-04 02:51:46 main:581] : INFO : Epoch 1630 | loss: 0.0311698 | val_loss: 0.0311716 | Time: 1892.89 ms
[2021-05-04 02:51:48 main:581] : INFO : Epoch 1631 | loss: 0.0311668 | val_loss: 0.0311763 | Time: 1901.29 ms
[2021-05-04 02:51:50 main:581] : INFO : Epoch 1632 | loss: 0.0311711 | val_loss: 0.0311694 | Time: 1894.87 ms
[2021-05-04 02:51:52 main:581] : INFO : Epoch 1633 | loss: 0.0311669 | val_loss: 0.0311707 | Time: 1891.23 ms
[2021-05-04 02:51:53 main:581] : INFO : Epoch 1634 | loss: 0.0311673 | val_loss: 0.0311688 | Time: 1892.72 ms
[2021-05-04 02:51:55 main:581] : INFO : Epoch 1635 | loss: 0.0311772 | val_loss: 0.0311724 | Time: 1893.39 ms
[2021-05-04 02:51:57 main:581] : INFO : Epoch 1636 | loss: 0.0311673 | val_loss: 0.0311693 | Time: 1899.04 ms
[2021-05-04 02:51:59 main:581] : INFO : Epoch 1637 | loss: 0.0311653 | val_loss: 0.0311692 | Time: 1894.28 ms
[2021-05-04 02:52:01 main:581] : INFO : Epoch 1638 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 1888.79 ms
[2021-05-04 02:52:03 main:581] : INFO : Epoch 1639 | loss: 0.0311659 | val_loss: 0.031169 | Time: 1892.83 ms
[2021-05-04 02:52:05 main:581] : INFO : Epoch 1640 | loss: 0.0311669 | val_loss: 0.0311692 | Time: 1893.28 ms
[2021-05-04 02:52:07 main:581] : INFO : Epoch 1641 | loss: 0.0311707 | val_loss: 0.0311683 | Time: 1886.35 ms
[2021-05-04 02:52:09 main:581] : INFO : Epoch 1642 | loss: 0.0311694 | val_loss: 0.0311689 | Time: 1885.37 ms
[2021-05-04 02:52:10 main:581] : INFO : Epoch 1643 | loss: 0.0311709 | val_loss: 0.0311885 | Time: 1887.72 ms
[2021-05-04 02:52:12 main:581] : INFO : Epoch 1644 | loss: 0.0311753 | val_loss: 0.0311689 | Time: 1892.97 ms
[2021-05-04 02:52:14 main:581] : INFO : Epoch 1645 | loss: 0.0311649 | val_loss: 0.0311704 | Time: 1895.21 ms
[2021-05-04 02:52:16 main:581] : INFO : Epoch 1646 | loss: 0.0311629 | val_loss: 0.0311697 | Time: 1878.46 ms
[2021-05-04 02:52:18 main:581] : INFO : Epoch 1647 | loss: 0.0311632 | val_loss: 0.0311684 | Time: 1888.29 ms
[2021-05-04 02:52:20 main:581] : INFO : Epoch 1648 | loss: 0.0311637 | val_loss: 0.0311677 | Time: 1880.96 ms
[2021-05-04 02:52:22 main:581] : INFO : Epoch 1649 | loss: 0.0311633 | val_loss: 0.0311692 | Time: 1878.91 ms
[2021-05-04 02:52:24 main:581] : INFO : Epoch 1650 | loss: 0.0311661 | val_loss: 0.0311717 | Time: 1881.59 ms
[2021-05-04 02:52:26 main:581] : INFO : Epoch 1651 | loss: 0.0311718 | val_loss: 0.0311796 | Time: 1883.12 ms
[2021-05-04 02:52:27 main:581] : INFO : Epoch 1652 | loss: 0.0311684 | val_loss: 0.0311999 | Time: 1890.7 ms
[2021-05-04 02:52:29 main:581] : INFO : Epoch 1653 | loss: 0.0311725 | val_loss: 0.0311889 | Time: 1894.67 ms
[2021-05-04 02:52:31 main:581] : INFO : Epoch 1654 | loss: 0.0311687 | val_loss: 0.0311687 | Time: 1893.24 ms
[2021-05-04 02:52:33 main:581] : INFO : Epoch 1655 | loss: 0.0311613 | val_loss: 0.0311681 | Time: 1890.78 ms
[2021-05-04 02:52:35 main:581] : INFO : Epoch 1656 | loss: 0.0311613 | val_loss: 0.0311695 | Time: 1897.16 ms
[2021-05-04 02:52:37 main:581] : INFO : Epoch 1657 | loss: 0.0311612 | val_loss: 0.0311693 | Time: 1892.78 ms
[2021-05-04 02:52:39 main:581] : INFO : Epoch 1658 | loss: 0.031161 | val_loss: 0.0311674 | Time: 1888.59 ms
[2021-05-04 02:52:41 main:581] : INFO : Epoch 1659 | loss: 0.0311611 | val_loss: 0.0311676 | Time: 1880.72 ms
[2021-05-04 02:52:43 main:581] : INFO : Epoch 1660 | loss: 0.0311627 | val_loss: 0.0311692 | Time: 1883.54 ms
[2021-05-04 02:52:44 main:581] : INFO : Epoch 1661 | loss: 0.0311633 | val_loss: 0.0311681 | Time: 1898.19 ms
[2021-05-04 02:52:46 main:581] : INFO : Epoch 1662 | loss: 0.0311614 | val_loss: 0.0311715 | Time: 1888.28 ms
[2021-05-04 02:52:48 main:581] : INFO : Epoch 1663 | loss: 0.0311615 | val_loss: 0.0311677 | Time: 1885.74 ms
[2021-05-04 02:52:50 main:581] : INFO : Epoch 1664 | loss: 0.0311605 | val_loss: 0.0311697 | Time: 1888.21 ms
[2021-05-04 02:52:52 main:581] : INFO : Epoch 1665 | loss: 0.0311628 | val_loss: 0.0311688 | Time: 1892.52 ms
[2021-05-04 02:52:54 main:581] : INFO : Epoch 1666 | loss: 0.0311606 | val_loss: 0.0311679 | Time: 1892.42 ms
[2021-05-04 02:52:56 main:581] : INFO : Epoch 1667 | loss: 0.0311613 | val_loss: 0.0311781 | Time: 1883.06 ms
[2021-05-04 02:52:58 main:581] : INFO : Epoch 1668 | loss: 0.0311639 | val_loss: 0.0311682 | Time: 1886.75 ms
[2021-05-04 02:53:00 main:581] : INFO : Epoch 1669 | loss: 0.0311619 | val_loss: 0.03117 | Time: 1858.7 ms
[2021-05-04 02:53:01 main:581] : INFO : Epoch 1670 | loss: 0.0311587 | val_loss: 0.0311673 | Time: 1894.68 ms
[2021-05-04 02:53:03 main:581] : INFO : Epoch 1671 | loss: 0.0311587 | val_loss: 0.0311676 | Time: 1886.67 ms
[2021-05-04 02:53:05 main:581] : INFO : Epoch 1672 | loss: 0.0311601 | val_loss: 0.0311676 | Time: 1882.42 ms
[2021-05-04 02:53:07 main:581] : INFO : Epoch 1673 | loss: 0.0311585 | val_loss: 0.0311693 | Time: 1825.66 ms
[2021-05-04 02:53:09 main:581] : INFO : Epoch 1674 | loss: 0.03116 | val_loss: 0.0311675 | Time: 1880.64 ms
[2021-05-04 02:53:11 main:581] : INFO : Epoch 1675 | loss: 0.0311581 | val_loss: 0.0311684 | Time: 1893.37 ms
[2021-05-04 02:53:13 main:581] : INFO : Epoch 1676 | loss: 0.0311567 | val_loss: 0.0311671 | Time: 1898.7 ms
[2021-05-04 02:53:15 main:581] : INFO : Epoch 1677 | loss: 0.0311579 | val_loss: 0.0311683 | Time: 1891.99 ms
[2021-05-04 02:53:16 main:581] : INFO : Epoch 1678 | loss: 0.0311652 | val_loss: 0.0311688 | Time: 1887.92 ms
[2021-05-04 02:53:18 main:581] : INFO : Epoch 1679 | loss: 0.0311614 | val_loss: 0.0311678 | Time: 1892.86 ms
[2021-05-04 02:53:20 main:581] : INFO : Epoch 1680 | loss: 0.0311634 | val_loss: 0.0311827 | Time: 1903.2 ms
[2021-05-04 02:53:22 main:581] : INFO : Epoch 1681 | loss: 0.0311638 | val_loss: 0.0311713 | Time: 1892.3 ms
[2021-05-04 02:53:24 main:581] : INFO : Epoch 1682 | loss: 0.0311569 | val_loss: 0.0311679 | Time: 1891.36 ms
[2021-05-04 02:53:26 main:581] : INFO : Epoch 1683 | loss: 0.0311557 | val_loss: 0.0311679 | Time: 1899.76 ms
[2021-05-04 02:53:28 main:581] : INFO : Epoch 1684 | loss: 0.0311552 | val_loss: 0.0311729 | Time: 1891.65 ms
[2021-05-04 02:53:30 main:581] : INFO : Epoch 1685 | loss: 0.0311566 | val_loss: 0.0311699 | Time: 1895.89 ms
[2021-05-04 02:53:32 main:581] : INFO : Epoch 1686 | loss: 0.031159 | val_loss: 0.0311702 | Time: 1894.26 ms
[2021-05-04 02:53:34 main:581] : INFO : Epoch 1687 | loss: 0.0311556 | val_loss: 0.0311693 | Time: 1896.25 ms
[2021-05-04 02:53:35 main:581] : INFO : Epoch 1688 | loss: 0.0311551 | val_loss: 0.031169 | Time: 1863.15 ms
[2021-05-04 02:53:37 main:581] : INFO : Epoch 1689 | loss: 0.0311582 | val_loss: 0.0311834 | Time: 1894.69 ms
[2021-05-04 02:53:39 main:581] : INFO : Epoch 1690 | loss: 0.0311625 | val_loss: 0.0311819 | Time: 1897.68 ms
[2021-05-04 02:53:41 main:581] : INFO : Epoch 1691 | loss: 0.0311597 | val_loss: 0.031169 | Time: 1888.45 ms
[2021-05-04 02:53:43 main:581] : INFO : Epoch 1692 | loss: 0.0311578 | val_loss: 0.0311679 | Time: 1886.24 ms
[2021-05-04 02:53:45 main:581] : INFO : Epoch 1693 | loss: 0.0311578 | val_loss: 0.0311684 | Time: 1893.26 ms
[2021-05-04 02:53:47 main:581] : INFO : Epoch 1694 | loss: 0.0311555 | val_loss: 0.031168 | Time: 1896.45 ms
[2021-05-04 02:53:49 main:581] : INFO : Epoch 1695 | loss: 0.0311556 | val_loss: 0.0311683 | Time: 1890.44 ms
[2021-05-04 02:53:51 main:581] : INFO : Epoch 1696 | loss: 0.0311548 | val_loss: 0.0311712 | Time: 1888.13 ms
[2021-05-04 02:53:52 main:581] : INFO : Epoch 1697 | loss: 0.0311562 | val_loss: 0.0311671 | Time: 1894.65 ms
[2021-05-04 02:53:54 main:581] : INFO : Epoch 1698 | loss: 0.0311565 | val_loss: 0.0311681 | Time: 1887.52 ms
[2021-05-04 02:53:56 main:581] : INFO : Epoch 1699 | loss: 0.0311547 | val_loss: 0.0311669 | Time: 1886.44 ms
[2021-05-04 02:53:58 main:581] : INFO : Epoch 1700 | loss: 0.0311579 | val_loss: 0.0311688 | Time: 1888.17 ms
[2021-05-04 02:54:00 main:581] : INFO : Epoch 1701 | loss: 0.0311554 | val_loss: 0.0311716 | Time: 1886.75 ms
[2021-05-04 02:54:02 main:581] : INFO : Epoch 1702 | loss: 0.0311541 | val_loss: 0.031168 | Time: 1890.26 ms
[2021-05-04 02:54:04 main:581] : INFO : Epoch 1703 | loss: 0.0311536 | val_loss: 0.0311687 | Time: 1899.79 ms
[2021-05-04 02:54:06 main:581] : INFO : Epoch 1704 | loss: 0.0311543 | val_loss: 0.0311666 | Time: 1903.66 ms
[2021-05-04 02:54:08 main:581] : INFO : Epoch 1705 | loss: 0.0311543 | val_loss: 0.0311717 | Time: 1892.31 ms
[2021-05-04 02:54:09 main:581] : INFO : Epoch 1706 | loss: 0.0311549 | val_loss: 0.0311695 | Time: 1888.34 ms
[2021-05-04 02:54:11 main:581] : INFO : Epoch 1707 | loss: 0.0311533 | val_loss: 0.0311681 | Time: 1895.12 ms
[2021-05-04 02:54:13 main:581] : INFO : Epoch 1708 | loss: 0.0311615 | val_loss: 0.0311751 | Time: 1899.16 ms
[2021-05-04 02:54:15 main:581] : INFO : Epoch 1709 | loss: 0.0311574 | val_loss: 0.031169 | Time: 1900.67 ms
[2021-05-04 02:54:17 main:581] : INFO : Epoch 1710 | loss: 0.0311534 | val_loss: 0.0311751 | Time: 1892.81 ms
[2021-05-04 02:54:19 main:581] : INFO : Epoch 1711 | loss: 0.0311596 | val_loss: 0.0311824 | Time: 1887.05 ms
[2021-05-04 02:54:21 main:581] : INFO : Epoch 1712 | loss: 0.0311613 | val_loss: 0.031175 | Time: 1894.5 ms
[2021-05-04 02:54:23 main:581] : INFO : Epoch 1713 | loss: 0.0311539 | val_loss: 0.0311707 | Time: 1902.01 ms
[2021-05-04 02:54:25 main:581] : INFO : Epoch 1714 | loss: 0.0311551 | val_loss: 0.031185 | Time: 1894.82 ms
[2021-05-04 02:54:26 main:581] : INFO : Epoch 1715 | loss: 0.0311576 | val_loss: 0.0311686 | Time: 1891.31 ms
[2021-05-04 02:54:28 main:581] : INFO : Epoch 1716 | loss: 0.0311518 | val_loss: 0.0311755 | Time: 1894.42 ms
[2021-05-04 02:54:30 main:581] : INFO : Epoch 1717 | loss: 0.0311535 | val_loss: 0.0311685 | Time: 1897.39 ms
[2021-05-04 02:54:32 main:581] : INFO : Epoch 1718 | loss: 0.0311524 | val_loss: 0.0311703 | Time: 1902.41 ms
[2021-05-04 02:54:34 main:581] : INFO : Epoch 1719 | loss: 0.031151 | val_loss: 0.0311699 | Time: 1895.69 ms
[2021-05-04 02:54:36 main:581] : INFO : Epoch 1720 | loss: 0.0311569 | val_loss: 0.0311747 | Time: 1889.17 ms
[2021-05-04 02:54:38 main:581] : INFO : Epoch 1721 | loss: 0.0311551 | val_loss: 0.0311694 | Time: 1891.04 ms
[2021-05-04 02:54:40 main:581] : INFO : Epoch 1722 | loss: 0.0311515 | val_loss: 0.0311693 | Time: 1900.72 ms
[2021-05-04 02:54:42 main:581] : INFO : Epoch 1723 | loss: 0.0311512 | val_loss: 0.0311687 | Time: 1902.22 ms
[2021-05-04 02:54:44 main:581] : INFO : Epoch 1724 | loss: 0.0311521 | val_loss: 0.031169 | Time: 1889.92 ms
[2021-05-04 02:54:45 main:581] : INFO : Epoch 1725 | loss: 0.0311506 | val_loss: 0.0311689 | Time: 1868.97 ms
[2021-05-04 02:54:47 main:581] : INFO : Epoch 1726 | loss: 0.0311507 | val_loss: 0.0311721 | Time: 1903.05 ms
[2021-05-04 02:54:49 main:581] : INFO : Epoch 1727 | loss: 0.0311503 | val_loss: 0.0311698 | Time: 1878.25 ms
[2021-05-04 02:54:51 main:581] : INFO : Epoch 1728 | loss: 0.0311502 | val_loss: 0.0311714 | Time: 1896.25 ms
[2021-05-04 02:54:53 main:581] : INFO : Epoch 1729 | loss: 0.0311492 | val_loss: 0.0311699 | Time: 1883.1 ms
[2021-05-04 02:54:55 main:581] : INFO : Epoch 1730 | loss: 0.03115 | val_loss: 0.0311693 | Time: 1881.52 ms
[2021-05-04 02:54:57 main:581] : INFO : Epoch 1731 | loss: 0.0311493 | val_loss: 0.0311686 | Time: 1881.3 ms
[2021-05-04 02:54:59 main:581] : INFO : Epoch 1732 | loss: 0.0311528 | val_loss: 0.031169 | Time: 1889.84 ms
[2021-05-04 02:55:01 main:581] : INFO : Epoch 1733 | loss: 0.0311485 | val_loss: 0.0311691 | Time: 1889.12 ms
[2021-05-04 02:55:02 main:581] : INFO : Epoch 1734 | loss: 0.0311492 | val_loss: 0.0311703 | Time: 1878.28 ms
[2021-05-04 02:55:04 main:581] : INFO : Epoch 1735 | loss: 0.0311474 | val_loss: 0.0311695 | Time: 1877.64 ms
[2021-05-04 02:55:06 main:581] : INFO : Epoch 1736 | loss: 0.0311514 | val_loss: 0.0311799 | Time: 1886.03 ms
[2021-05-04 02:55:08 main:581] : INFO : Epoch 1737 | loss: 0.0311555 | val_loss: 0.0311742 | Time: 1884.66 ms
[2021-05-04 02:55:10 main:581] : INFO : Epoch 1738 | loss: 0.0311547 | val_loss: 0.03117 | Time: 1879.15 ms
[2021-05-04 02:55:12 main:581] : INFO : Epoch 1739 | loss: 0.0311506 | val_loss: 0.0311759 | Time: 1885.33 ms
[2021-05-04 02:55:14 main:581] : INFO : Epoch 1740 | loss: 0.0311533 | val_loss: 0.031179 | Time: 1883.28 ms
[2021-05-04 02:55:16 main:581] : INFO : Epoch 1741 | loss: 0.0311505 | val_loss: 0.031169 | Time: 1875.05 ms
[2021-05-04 02:55:17 main:581] : INFO : Epoch 1742 | loss: 0.031148 | val_loss: 0.0311719 | Time: 1878.71 ms
[2021-05-04 02:55:19 main:581] : INFO : Epoch 1743 | loss: 0.031148 | val_loss: 0.0311666 | Time: 1884.81 ms
[2021-05-04 02:55:21 main:581] : INFO : Epoch 1744 | loss: 0.0311457 | val_loss: 0.0311682 | Time: 1880.55 ms
[2021-05-04 02:55:23 main:581] : INFO : Epoch 1745 | loss: 0.0311468 | val_loss: 0.0311659 | Time: 1876.78 ms
[2021-05-04 02:55:25 main:581] : INFO : Epoch 1746 | loss: 0.031147 | val_loss: 0.0311738 | Time: 1823.77 ms
[2021-05-04 02:55:27 main:581] : INFO : Epoch 1747 | loss: 0.031148 | val_loss: 0.0311676 | Time: 1889.42 ms
[2021-05-04 02:55:29 main:581] : INFO : Epoch 1748 | loss: 0.0311528 | val_loss: 0.031172 | Time: 1884.94 ms
[2021-05-04 02:55:31 main:581] : INFO : Epoch 1749 | loss: 0.0311503 | val_loss: 0.031171 | Time: 1883.73 ms
[2021-05-04 02:55:32 main:581] : INFO : Epoch 1750 | loss: 0.0311483 | val_loss: 0.0311694 | Time: 1883.8 ms
[2021-05-04 02:55:34 main:581] : INFO : Epoch 1751 | loss: 0.0311473 | val_loss: 0.0311694 | Time: 1886.52 ms
[2021-05-04 02:55:36 main:581] : INFO : Epoch 1752 | loss: 0.0311477 | val_loss: 0.0311737 | Time: 1890.64 ms
[2021-05-04 02:55:38 main:581] : INFO : Epoch 1753 | loss: 0.031149 | val_loss: 0.0311719 | Time: 1884.35 ms
[2021-05-04 02:55:40 main:581] : INFO : Epoch 1754 | loss: 0.0311483 | val_loss: 0.0311699 | Time: 1883.69 ms
[2021-05-04 02:55:42 main:581] : INFO : Epoch 1755 | loss: 0.0311473 | val_loss: 0.0311705 | Time: 1886.02 ms
[2021-05-04 02:55:44 main:581] : INFO : Epoch 1756 | loss: 0.0311476 | val_loss: 0.0311699 | Time: 1885.83 ms
[2021-05-04 02:55:46 main:581] : INFO : Epoch 1757 | loss: 0.0311472 | val_loss: 0.0311711 | Time: 1893.48 ms
[2021-05-04 02:55:48 main:581] : INFO : Epoch 1758 | loss: 0.031145 | val_loss: 0.0311711 | Time: 1889.99 ms
[2021-05-04 02:55:49 main:581] : INFO : Epoch 1759 | loss: 0.0311464 | val_loss: 0.0311705 | Time: 1888.77 ms
[2021-05-04 02:55:51 main:581] : INFO : Epoch 1760 | loss: 0.0311447 | val_loss: 0.03117 | Time: 1891.84 ms
[2021-05-04 02:55:53 main:581] : INFO : Epoch 1761 | loss: 0.0311435 | val_loss: 0.0311709 | Time: 1868.44 ms
[2021-05-04 02:55:55 main:581] : INFO : Epoch 1762 | loss: 0.0311447 | val_loss: 0.0311697 | Time: 1893.39 ms
[2021-05-04 02:55:57 main:581] : INFO : Epoch 1763 | loss: 0.0311445 | val_loss: 0.0311702 | Time: 1895.9 ms
[2021-05-04 02:55:59 main:581] : INFO : Epoch 1764 | loss: 0.0311472 | val_loss: 0.0311702 | Time: 1890.59 ms
[2021-05-04 02:56:01 main:581] : INFO : Epoch 1765 | loss: 0.03115 | val_loss: 0.0311786 | Time: 1887.76 ms
[2021-05-04 02:56:03 main:581] : INFO : Epoch 1766 | loss: 0.0311482 | val_loss: 0.0311719 | Time: 1890.22 ms
[2021-05-04 02:56:05 main:581] : INFO : Epoch 1767 | loss: 0.0311461 | val_loss: 0.031178 | Time: 1892 ms
[2021-05-04 02:56:06 main:581] : INFO : Epoch 1768 | loss: 0.0311517 | val_loss: 0.0311812 | Time: 1892.96 ms
[2021-05-04 02:56:08 main:581] : INFO : Epoch 1769 | loss: 0.0311518 | val_loss: 0.031175 | Time: 1825.96 ms
[2021-05-04 02:56:10 main:581] : INFO : Epoch 1770 | loss: 0.0311464 | val_loss: 0.0311771 | Time: 1882.54 ms
[2021-05-04 02:56:12 main:581] : INFO : Epoch 1771 | loss: 0.0311475 | val_loss: 0.031172 | Time: 1875.56 ms
[2021-05-04 02:56:14 main:581] : INFO : Epoch 1772 | loss: 0.0311449 | val_loss: 0.031175 | Time: 1898.82 ms
[2021-05-04 02:56:16 main:581] : INFO : Epoch 1773 | loss: 0.0311441 | val_loss: 0.031168 | Time: 1890.68 ms
[2021-05-04 02:56:18 main:581] : INFO : Epoch 1774 | loss: 0.0311431 | val_loss: 0.0311712 | Time: 1878.05 ms
[2021-05-04 02:56:20 main:581] : INFO : Epoch 1775 | loss: 0.0311417 | val_loss: 0.0311698 | Time: 1891.35 ms
[2021-05-04 02:56:21 main:581] : INFO : Epoch 1776 | loss: 0.0311416 | val_loss: 0.0311686 | Time: 1889.77 ms
[2021-05-04 02:56:23 main:581] : INFO : Epoch 1777 | loss: 0.0311462 | val_loss: 0.0311733 | Time: 1896.19 ms
[2021-05-04 02:56:25 main:581] : INFO : Epoch 1778 | loss: 0.0311411 | val_loss: 0.0311735 | Time: 1888.86 ms
[2021-05-04 02:56:27 main:581] : INFO : Epoch 1779 | loss: 0.0311419 | val_loss: 0.031171 | Time: 1885.42 ms
[2021-05-04 02:56:29 main:581] : INFO : Epoch 1780 | loss: 0.0311409 | val_loss: 0.031172 | Time: 1888.21 ms
[2021-05-04 02:56:31 main:581] : INFO : Epoch 1781 | loss: 0.0311462 | val_loss: 0.0311699 | Time: 1894.44 ms
[2021-05-04 02:56:33 main:581] : INFO : Epoch 1782 | loss: 0.0311479 | val_loss: 0.03117 | Time: 1886.27 ms
[2021-05-04 02:56:35 main:581] : INFO : Epoch 1783 | loss: 0.0311462 | val_loss: 0.0311726 | Time: 1882.31 ms
[2021-05-04 02:56:37 main:581] : INFO : Epoch 1784 | loss: 0.0311433 | val_loss: 0.0311705 | Time: 1890.86 ms
[2021-05-04 02:56:38 main:581] : INFO : Epoch 1785 | loss: 0.031146 | val_loss: 0.0311708 | Time: 1892.7 ms
[2021-05-04 02:56:40 main:581] : INFO : Epoch 1786 | loss: 0.0311437 | val_loss: 0.0311711 | Time: 1887.14 ms
[2021-05-04 02:56:42 main:581] : INFO : Epoch 1787 | loss: 0.0311448 | val_loss: 0.0311735 | Time: 1879.48 ms
[2021-05-04 02:56:44 main:581] : INFO : Epoch 1788 | loss: 0.0311438 | val_loss: 0.0311738 | Time: 1863.88 ms
[2021-05-04 02:56:46 main:581] : INFO : Epoch 1789 | loss: 0.031144 | val_loss: 0.0311754 | Time: 1891 ms
[2021-05-04 02:56:48 main:581] : INFO : Epoch 1790 | loss: 0.0311431 | val_loss: 0.0311751 | Time: 1900.1 ms
[2021-05-04 02:56:50 main:581] : INFO : Epoch 1791 | loss: 0.0311425 | val_loss: 0.0311774 | Time: 1891.61 ms
[2021-05-04 02:56:52 main:581] : INFO : Epoch 1792 | loss: 0.0311398 | val_loss: 0.0311779 | Time: 1893.58 ms
[2021-05-04 02:56:54 main:581] : INFO : Epoch 1793 | loss: 0.0311452 | val_loss: 0.0311782 | Time: 1902.36 ms
[2021-05-04 02:56:55 main:581] : INFO : Epoch 1794 | loss: 0.0311409 | val_loss: 0.0311727 | Time: 1875.84 ms
[2021-05-04 02:56:57 main:581] : INFO : Epoch 1795 | loss: 0.0311419 | val_loss: 0.0311723 | Time: 1884.21 ms
[2021-05-04 02:56:59 main:581] : INFO : Epoch 1796 | loss: 0.0311488 | val_loss: 0.0311719 | Time: 1878.59 ms
[2021-05-04 02:57:01 main:581] : INFO : Epoch 1797 | loss: 0.0311463 | val_loss: 0.0311732 | Time: 1879.91 ms
[2021-05-04 02:57:03 main:581] : INFO : Epoch 1798 | loss: 0.0311467 | val_loss: 0.0311712 | Time: 1884.79 ms
[2021-05-04 02:57:05 main:581] : INFO : Epoch 1799 | loss: 0.0311403 | val_loss: 0.0311747 | Time: 1892.17 ms
[2021-05-04 02:57:07 main:581] : INFO : Epoch 1800 | loss: 0.0311428 | val_loss: 0.0311751 | Time: 1886.92 ms
[2021-05-04 02:57:09 main:581] : INFO : Epoch 1801 | loss: 0.0311416 | val_loss: 0.0311746 | Time: 1858.59 ms
[2021-05-04 02:57:11 main:581] : INFO : Epoch 1802 | loss: 0.0311386 | val_loss: 0.0311709 | Time: 1881.21 ms
[2021-05-04 02:57:12 main:581] : INFO : Epoch 1803 | loss: 0.0311441 | val_loss: 0.0311751 | Time: 1880.52 ms
[2021-05-04 02:57:14 main:581] : INFO : Epoch 1804 | loss: 0.0311493 | val_loss: 0.0311791 | Time: 1892.12 ms
[2021-05-04 02:57:16 main:581] : INFO : Epoch 1805 | loss: 0.0311421 | val_loss: 0.031187 | Time: 1879.32 ms
[2021-05-04 02:57:18 main:581] : INFO : Epoch 1806 | loss: 0.0311386 | val_loss: 0.0311735 | Time: 1877.16 ms
[2021-05-04 02:57:20 main:581] : INFO : Epoch 1807 | loss: 0.0311383 | val_loss: 0.031171 | Time: 1889.08 ms
[2021-05-04 02:57:22 main:581] : INFO : Epoch 1808 | loss: 0.0311372 | val_loss: 0.0311716 | Time: 1881.15 ms
[2021-05-04 02:57:24 main:581] : INFO : Epoch 1809 | loss: 0.0311368 | val_loss: 0.0311768 | Time: 1878.98 ms
[2021-05-04 02:57:26 main:581] : INFO : Epoch 1810 | loss: 0.0311378 | val_loss: 0.0311834 | Time: 1880.47 ms
[2021-05-04 02:57:27 main:581] : INFO : Epoch 1811 | loss: 0.0311391 | val_loss: 0.031182 | Time: 1887.37 ms
[2021-05-04 02:57:29 main:581] : INFO : Epoch 1812 | loss: 0.0311376 | val_loss: 0.0311747 | Time: 1877.41 ms
[2021-05-04 02:57:31 main:581] : INFO : Epoch 1813 | loss: 0.0311339 | val_loss: 0.0311771 | Time: 1878.59 ms
[2021-05-04 02:57:33 main:581] : INFO : Epoch 1814 | loss: 0.0311353 | val_loss: 0.0311713 | Time: 1878.96 ms
[2021-05-04 02:57:35 main:581] : INFO : Epoch 1815 | loss: 0.0311356 | val_loss: 0.0311866 | Time: 1888.2 ms
[2021-05-04 02:57:37 main:581] : INFO : Epoch 1816 | loss: 0.0311361 | val_loss: 0.0311782 | Time: 1880.65 ms
[2021-05-04 02:57:39 main:581] : INFO : Epoch 1817 | loss: 0.0311339 | val_loss: 0.0311798 | Time: 1880.67 ms
[2021-05-04 02:57:41 main:581] : INFO : Epoch 1818 | loss: 0.0311323 | val_loss: 0.0311802 | Time: 1879.98 ms
[2021-05-04 02:57:43 main:581] : INFO : Epoch 1819 | loss: 0.0311349 | val_loss: 0.0311735 | Time: 1884.16 ms
[2021-05-04 02:57:44 main:581] : INFO : Epoch 1820 | loss: 0.0311351 | val_loss: 0.0311733 | Time: 1894.64 ms
[2021-05-04 02:57:46 main:581] : INFO : Epoch 1821 | loss: 0.0311399 | val_loss: 0.0311749 | Time: 1883.62 ms
[2021-05-04 02:57:48 main:581] : INFO : Epoch 1822 | loss: 0.0311356 | val_loss: 0.0311735 | Time: 1883.54 ms
[2021-05-04 02:57:50 main:581] : INFO : Epoch 1823 | loss: 0.0311342 | val_loss: 0.0311728 | Time: 1883.27 ms
[2021-05-04 02:57:52 main:581] : INFO : Epoch 1824 | loss: 0.0311366 | val_loss: 0.0311733 | Time: 1876.36 ms
[2021-05-04 02:57:54 main:581] : INFO : Epoch 1825 | loss: 0.0311366 | val_loss: 0.0311767 | Time: 1882.68 ms
[2021-05-04 02:57:56 main:581] : INFO : Epoch 1826 | loss: 0.0311333 | val_loss: 0.0311771 | Time: 1885.11 ms
[2021-05-04 02:57:58 main:581] : INFO : Epoch 1827 | loss: 0.0311342 | val_loss: 0.031198 | Time: 1891.65 ms
[2021-05-04 02:57:59 main:581] : INFO : Epoch 1828 | loss: 0.0311385 | val_loss: 0.0311824 | Time: 1884.73 ms
[2021-05-04 02:58:01 main:581] : INFO : Epoch 1829 | loss: 0.0311349 | val_loss: 0.0311761 | Time: 1889.85 ms
[2021-05-04 02:58:03 main:581] : INFO : Epoch 1830 | loss: 0.0311366 | val_loss: 0.0311832 | Time: 1892.28 ms
[2021-05-04 02:58:05 main:581] : INFO : Epoch 1831 | loss: 0.031139 | val_loss: 0.031177 | Time: 1883.82 ms
[2021-05-04 02:58:07 main:581] : INFO : Epoch 1832 | loss: 0.0311409 | val_loss: 0.031174 | Time: 1883.73 ms
[2021-05-04 02:58:09 main:581] : INFO : Epoch 1833 | loss: 0.0311361 | val_loss: 0.0311754 | Time: 1891.82 ms
[2021-05-04 02:58:11 main:581] : INFO : Epoch 1834 | loss: 0.0311358 | val_loss: 0.031183 | Time: 1887.94 ms
[2021-05-04 02:58:13 main:581] : INFO : Epoch 1835 | loss: 0.0311372 | val_loss: 0.0311727 | Time: 1883.81 ms
[2021-05-04 02:58:15 main:581] : INFO : Epoch 1836 | loss: 0.0311364 | val_loss: 0.0311691 | Time: 1887.84 ms
[2021-05-04 02:58:16 main:581] : INFO : Epoch 1837 | loss: 0.0311341 | val_loss: 0.0311783 | Time: 1891.48 ms
[2021-05-04 02:58:18 main:581] : INFO : Epoch 1838 | loss: 0.0311371 | val_loss: 0.0311793 | Time: 1891.12 ms
[2021-05-04 02:58:20 main:581] : INFO : Epoch 1839 | loss: 0.0311308 | val_loss: 0.031175 | Time: 1892.62 ms
[2021-05-04 02:58:22 main:581] : INFO : Epoch 1840 | loss: 0.0311351 | val_loss: 0.0311832 | Time: 1875.17 ms
[2021-05-04 02:58:24 main:581] : INFO : Epoch 1841 | loss: 0.0311372 | val_loss: 0.0311788 | Time: 1877.88 ms
[2021-05-04 02:58:26 main:581] : INFO : Epoch 1842 | loss: 0.0311344 | val_loss: 0.031178 | Time: 1881.41 ms
[2021-05-04 02:58:28 main:581] : INFO : Epoch 1843 | loss: 0.0311344 | val_loss: 0.031179 | Time: 1881.25 ms
[2021-05-04 02:58:30 main:581] : INFO : Epoch 1844 | loss: 0.0311319 | val_loss: 0.0311723 | Time: 1875.05 ms
[2021-05-04 02:58:32 main:581] : INFO : Epoch 1845 | loss: 0.0311362 | val_loss: 0.0311805 | Time: 1881.15 ms
[2021-05-04 02:58:33 main:581] : INFO : Epoch 1846 | loss: 0.0311454 | val_loss: 0.0311804 | Time: 1887.79 ms
[2021-05-04 02:58:35 main:581] : INFO : Epoch 1847 | loss: 0.0311435 | val_loss: 0.0311776 | Time: 1876.87 ms
[2021-05-04 02:58:37 main:581] : INFO : Epoch 1848 | loss: 0.0311387 | val_loss: 0.0311742 | Time: 1874.98 ms
[2021-05-04 02:58:39 main:581] : INFO : Epoch 1849 | loss: 0.0311364 | val_loss: 0.0311733 | Time: 1882.18 ms
[2021-05-04 02:58:41 main:581] : INFO : Epoch 1850 | loss: 0.0311403 | val_loss: 0.0311775 | Time: 1883.36 ms
[2021-05-04 02:58:43 main:581] : INFO : Epoch 1851 | loss: 0.0311371 | val_loss: 0.0311746 | Time: 1879.56 ms
[2021-05-04 02:58:45 main:581] : INFO : Epoch 1852 | loss: 0.0311325 | val_loss: 0.0311756 | Time: 1881.09 ms
[2021-05-04 02:58:47 main:581] : INFO : Epoch 1853 | loss: 0.0311322 | val_loss: 0.0311827 | Time: 1885.32 ms
[2021-05-04 02:58:48 main:581] : INFO : Epoch 1854 | loss: 0.0311356 | val_loss: 0.0311833 | Time: 1807.09 ms
[2021-05-04 02:58:50 main:581] : INFO : Epoch 1855 | loss: 0.0311349 | val_loss: 0.0311866 | Time: 1878.78 ms
[2021-05-04 02:58:52 main:581] : INFO : Epoch 1856 | loss: 0.031144 | val_loss: 0.0311744 | Time: 1881.58 ms
[2021-05-04 02:58:54 main:581] : INFO : Epoch 1857 | loss: 0.0311313 | val_loss: 0.0311763 | Time: 1884.91 ms
[2021-05-04 02:58:56 main:581] : INFO : Epoch 1858 | loss: 0.0311302 | val_loss: 0.0311771 | Time: 1887.65 ms
[2021-05-04 02:58:58 main:581] : INFO : Epoch 1859 | loss: 0.0311295 | val_loss: 0.0311766 | Time: 1886.98 ms
[2021-05-04 02:59:00 main:581] : INFO : Epoch 1860 | loss: 0.031129 | val_loss: 0.0311729 | Time: 1880.23 ms
[2021-05-04 02:59:02 main:581] : INFO : Epoch 1861 | loss: 0.0311299 | val_loss: 0.0311825 | Time: 1883.88 ms
[2021-05-04 02:59:03 main:581] : INFO : Epoch 1862 | loss: 0.0311297 | val_loss: 0.0311761 | Time: 1883.82 ms
[2021-05-04 02:59:05 main:581] : INFO : Epoch 1863 | loss: 0.0311358 | val_loss: 0.0311873 | Time: 1883.43 ms
[2021-05-04 02:59:07 main:581] : INFO : Epoch 1864 | loss: 0.0311351 | val_loss: 0.0311755 | Time: 1887.13 ms
[2021-05-04 02:59:09 main:581] : INFO : Epoch 1865 | loss: 0.0311372 | val_loss: 0.0311766 | Time: 1883.2 ms
[2021-05-04 02:59:11 main:581] : INFO : Epoch 1866 | loss: 0.031144 | val_loss: 0.0311726 | Time: 1875.87 ms
[2021-05-04 02:59:13 main:581] : INFO : Epoch 1867 | loss: 0.0311389 | val_loss: 0.0311864 | Time: 1871.93 ms
[2021-05-04 02:59:15 main:581] : INFO : Epoch 1868 | loss: 0.0311378 | val_loss: 0.0311722 | Time: 1877.46 ms
[2021-05-04 02:59:17 main:581] : INFO : Epoch 1869 | loss: 0.0311357 | val_loss: 0.031178 | Time: 1879.74 ms
[2021-05-04 02:59:19 main:581] : INFO : Epoch 1870 | loss: 0.0311305 | val_loss: 0.031178 | Time: 1880.65 ms
[2021-05-04 02:59:20 main:581] : INFO : Epoch 1871 | loss: 0.0311314 | val_loss: 0.0311767 | Time: 1884.83 ms
[2021-05-04 02:59:22 main:581] : INFO : Epoch 1872 | loss: 0.0311319 | val_loss: 0.0311733 | Time: 1876.41 ms
[2021-05-04 02:59:24 main:581] : INFO : Epoch 1873 | loss: 0.0311305 | val_loss: 0.0311787 | Time: 1877.38 ms
[2021-05-04 02:59:26 main:581] : INFO : Epoch 1874 | loss: 0.0311303 | val_loss: 0.0311738 | Time: 1885.52 ms
[2021-05-04 02:59:28 main:581] : INFO : Epoch 1875 | loss: 0.0311301 | val_loss: 0.0311797 | Time: 1878.63 ms
[2021-05-04 02:59:30 main:581] : INFO : Epoch 1876 | loss: 0.031128 | val_loss: 0.0311771 | Time: 1876.24 ms
[2021-05-04 02:59:32 main:581] : INFO : Epoch 1877 | loss: 0.0311325 | val_loss: 0.03118 | Time: 1876.4 ms
[2021-05-04 02:59:34 main:581] : INFO : Epoch 1878 | loss: 0.0311279 | val_loss: 0.0311775 | Time: 1882.95 ms
[2021-05-04 02:59:35 main:581] : INFO : Epoch 1879 | loss: 0.0311267 | val_loss: 0.031178 | Time: 1886.91 ms
[2021-05-04 02:59:37 main:581] : INFO : Epoch 1880 | loss: 0.0311259 | val_loss: 0.0311766 | Time: 1878.96 ms
[2021-05-04 02:59:39 main:581] : INFO : Epoch 1881 | loss: 0.0311263 | val_loss: 0.0311799 | Time: 1884.65 ms
[2021-05-04 02:59:41 main:581] : INFO : Epoch 1882 | loss: 0.0311263 | val_loss: 0.0311787 | Time: 1895.1 ms
[2021-05-04 02:59:43 main:581] : INFO : Epoch 1883 | loss: 0.0311273 | val_loss: 0.0311829 | Time: 1878.75 ms
[2021-05-04 02:59:45 main:581] : INFO : Epoch 1884 | loss: 0.0311271 | val_loss: 0.0311826 | Time: 1882.34 ms
[2021-05-04 02:59:47 main:581] : INFO : Epoch 1885 | loss: 0.0311268 | val_loss: 0.0311843 | Time: 1886.9 ms
[2021-05-04 02:59:49 main:581] : INFO : Epoch 1886 | loss: 0.031129 | val_loss: 0.0311787 | Time: 1880.2 ms
[2021-05-04 02:59:51 main:581] : INFO : Epoch 1887 | loss: 0.0311268 | val_loss: 0.0311772 | Time: 1885.03 ms
[2021-05-04 02:59:52 main:581] : INFO : Epoch 1888 | loss: 0.0311279 | val_loss: 0.031188 | Time: 1890.75 ms
[2021-05-04 02:59:54 main:581] : INFO : Epoch 1889 | loss: 0.031129 | val_loss: 0.0311811 | Time: 1881.73 ms
[2021-05-04 02:59:56 main:581] : INFO : Epoch 1890 | loss: 0.0311319 | val_loss: 0.0311784 | Time: 1885.72 ms
[2021-05-04 02:59:58 main:581] : INFO : Epoch 1891 | loss: 0.0311286 | val_loss: 0.0312013 | Time: 1888.78 ms
[2021-05-04 03:00:00 main:581] : INFO : Epoch 1892 | loss: 0.0311315 | val_loss: 0.0311743 | Time: 1879.47 ms
[2021-05-04 03:00:02 main:581] : INFO : Epoch 1893 | loss: 0.0311296 | val_loss: 0.0311826 | Time: 1878.53 ms
[2021-05-04 03:00:04 main:581] : INFO : Epoch 1894 | loss: 0.0311271 | val_loss: 0.0311828 | Time: 1891.23 ms
[2021-05-04 03:00:06 main:581] : INFO : Epoch 1895 | loss: 0.0311327 | val_loss: 0.0311726 | Time: 1881.13 ms
[2021-05-04 03:00:07 main:581] : INFO : Epoch 1896 | loss: 0.0311308 | val_loss: 0.0311854 | Time: 1878.96 ms
[2021-05-04 03:00:09 main:581] : INFO : Epoch 1897 | loss: 0.0311277 | val_loss: 0.03118 | Time: 1877.63 ms
[2021-05-04 03:00:11 main:581] : INFO : Epoch 1898 | loss: 0.0311282 | val_loss: 0.0311778 | Time: 1883.51 ms
[2021-05-04 03:00:13 main:581] : INFO : Epoch 1899 | loss: 0.0311265 | val_loss: 0.0311825 | Time: 1889.84 ms
[2021-05-04 03:00:15 main:581] : INFO : Epoch 1900 | loss: 0.0311283 | val_loss: 0.0311848 | Time: 1883.19 ms
[2021-05-04 03:00:17 main:581] : INFO : Epoch 1901 | loss: 0.0311312 | val_loss: 0.0312074 | Time: 1882.83 ms
[2021-05-04 03:00:19 main:581] : INFO : Epoch 1902 | loss: 0.031125 | val_loss: 0.0311765 | Time: 1882.12 ms
[2021-05-04 03:00:21 main:581] : INFO : Epoch 1903 | loss: 0.0311239 | val_loss: 0.0311807 | Time: 1897.48 ms
[2021-05-04 03:00:23 main:581] : INFO : Epoch 1904 | loss: 0.0311267 | val_loss: 0.0311859 | Time: 1893.72 ms
[2021-05-04 03:00:24 main:581] : INFO : Epoch 1905 | loss: 0.0311294 | val_loss: 0.0311733 | Time: 1893.55 ms
[2021-05-04 03:00:26 main:581] : INFO : Epoch 1906 | loss: 0.031133 | val_loss: 0.0312 | Time: 1886.41 ms
[2021-05-04 03:00:28 main:581] : INFO : Epoch 1907 | loss: 0.0311365 | val_loss: 0.0311874 | Time: 1883.57 ms
[2021-05-04 03:00:30 main:581] : INFO : Epoch 1908 | loss: 0.0311366 | val_loss: 0.0311962 | Time: 1858.98 ms
[2021-05-04 03:00:32 main:581] : INFO : Epoch 1909 | loss: 0.0311334 | val_loss: 0.0311792 | Time: 1892.96 ms
[2021-05-04 03:00:34 main:581] : INFO : Epoch 1910 | loss: 0.0311247 | val_loss: 0.031177 | Time: 1886.5 ms
[2021-05-04 03:00:36 main:581] : INFO : Epoch 1911 | loss: 0.0311279 | val_loss: 0.0311938 | Time: 1888.83 ms
[2021-05-04 03:00:38 main:581] : INFO : Epoch 1912 | loss: 0.0311247 | val_loss: 0.0311837 | Time: 1893.22 ms
[2021-05-04 03:00:40 main:581] : INFO : Epoch 1913 | loss: 0.0311275 | val_loss: 0.031183 | Time: 1895.21 ms
[2021-05-04 03:00:41 main:581] : INFO : Epoch 1914 | loss: 0.0311311 | val_loss: 0.0311741 | Time: 1816.39 ms
[2021-05-04 03:00:43 main:581] : INFO : Epoch 1915 | loss: 0.0311291 | val_loss: 0.0311782 | Time: 1877.68 ms
[2021-05-04 03:00:45 main:581] : INFO : Epoch 1916 | loss: 0.0311292 | val_loss: 0.0311786 | Time: 1874.23 ms
[2021-05-04 03:00:47 main:581] : INFO : Epoch 1917 | loss: 0.0311273 | val_loss: 0.0311837 | Time: 1884.72 ms
[2021-05-04 03:00:49 main:581] : INFO : Epoch 1918 | loss: 0.0311286 | val_loss: 0.0311794 | Time: 1876.81 ms
[2021-05-04 03:00:51 main:581] : INFO : Epoch 1919 | loss: 0.0311244 | val_loss: 0.0311796 | Time: 1888.69 ms
[2021-05-04 03:00:53 main:581] : INFO : Epoch 1920 | loss: 0.0311242 | val_loss: 0.0311809 | Time: 1880.39 ms
[2021-05-04 03:00:55 main:581] : INFO : Epoch 1921 | loss: 0.0311228 | val_loss: 0.0311878 | Time: 1876.43 ms
[2021-05-04 03:00:56 main:581] : INFO : Epoch 1922 | loss: 0.0311238 | val_loss: 0.0311829 | Time: 1888.41 ms
[2021-05-04 03:00:58 main:581] : INFO : Epoch 1923 | loss: 0.0311276 | val_loss: 0.0311831 | Time: 1874.81 ms
[2021-05-04 03:01:00 main:581] : INFO : Epoch 1924 | loss: 0.0311284 | val_loss: 0.0311849 | Time: 1875.02 ms
[2021-05-04 03:01:02 main:581] : INFO : Epoch 1925 | loss: 0.0311259 | val_loss: 0.0311855 | Time: 1874.92 ms
[2021-05-04 03:01:04 main:581] : INFO : Epoch 1926 | loss: 0.0311321 | val_loss: 0.031189 | Time: 1883.28 ms
[2021-05-04 03:01:06 main:581] : INFO : Epoch 1927 | loss: 0.0311343 | val_loss: 0.0311888 | Time: 1872.42 ms
[2021-05-04 03:01:08 main:581] : INFO : Epoch 1928 | loss: 0.0311279 | val_loss: 0.0311778 | Time: 1887.45 ms
[2021-05-04 03:01:10 main:581] : INFO : Epoch 1929 | loss: 0.0311251 | val_loss: 0.0311771 | Time: 1898.57 ms
[2021-05-04 03:01:11 main:581] : INFO : Epoch 1930 | loss: 0.0311249 | val_loss: 0.0311839 | Time: 1890.79 ms
[2021-05-04 03:01:13 main:581] : INFO : Epoch 1931 | loss: 0.0311213 | val_loss: 0.031187 | Time: 1886.46 ms
[2021-05-04 03:01:15 main:581] : INFO : Epoch 1932 | loss: 0.0311217 | val_loss: 0.0311839 | Time: 1889.27 ms
[2021-05-04 03:01:17 main:581] : INFO : Epoch 1933 | loss: 0.0311205 | val_loss: 0.0311848 | Time: 1896.13 ms
[2021-05-04 03:01:19 main:581] : INFO : Epoch 1934 | loss: 0.0311203 | val_loss: 0.0311803 | Time: 1887.16 ms
[2021-05-04 03:01:21 main:581] : INFO : Epoch 1935 | loss: 0.0311222 | val_loss: 0.0311844 | Time: 1884.27 ms
[2021-05-04 03:01:23 main:581] : INFO : Epoch 1936 | loss: 0.0311245 | val_loss: 0.0311937 | Time: 1890.88 ms
[2021-05-04 03:01:25 main:581] : INFO : Epoch 1937 | loss: 0.0311244 | val_loss: 0.0311786 | Time: 1870.69 ms
[2021-05-04 03:01:27 main:581] : INFO : Epoch 1938 | loss: 0.0311192 | val_loss: 0.0311852 | Time: 1882.66 ms
[2021-05-04 03:01:28 main:581] : INFO : Epoch 1939 | loss: 0.0311213 | val_loss: 0.0311946 | Time: 1883.96 ms
[2021-05-04 03:01:30 main:581] : INFO : Epoch 1940 | loss: 0.0311216 | val_loss: 0.0311948 | Time: 1885.45 ms
[2021-05-04 03:01:32 main:581] : INFO : Epoch 1941 | loss: 0.0311258 | val_loss: 0.0311714 | Time: 1890.11 ms
[2021-05-04 03:01:34 main:581] : INFO : Epoch 1942 | loss: 0.0311264 | val_loss: 0.0311903 | Time: 1878.91 ms
[2021-05-04 03:01:36 main:581] : INFO : Epoch 1943 | loss: 0.0311224 | val_loss: 0.0311762 | Time: 1882.57 ms
[2021-05-04 03:01:38 main:581] : INFO : Epoch 1944 | loss: 0.031126 | val_loss: 0.0311813 | Time: 1890.24 ms
[2021-05-04 03:01:40 main:581] : INFO : Epoch 1945 | loss: 0.031126 | val_loss: 0.0311888 | Time: 1886.49 ms
[2021-05-04 03:01:42 main:581] : INFO : Epoch 1946 | loss: 0.0311235 | val_loss: 0.0311848 | Time: 1883.05 ms
[2021-05-04 03:01:44 main:581] : INFO : Epoch 1947 | loss: 0.0311202 | val_loss: 0.0311944 | Time: 1892.34 ms
[2021-05-04 03:01:45 main:581] : INFO : Epoch 1948 | loss: 0.0311379 | val_loss: 0.0311834 | Time: 1883.46 ms
[2021-05-04 03:01:47 main:581] : INFO : Epoch 1949 | loss: 0.0311339 | val_loss: 0.031182 | Time: 1882.6 ms
[2021-05-04 03:01:49 main:581] : INFO : Epoch 1950 | loss: 0.03113 | val_loss: 0.0311832 | Time: 1890.52 ms
[2021-05-04 03:01:51 main:581] : INFO : Epoch 1951 | loss: 0.0311256 | val_loss: 0.0311767 | Time: 1881.63 ms
[2021-05-04 03:01:53 main:581] : INFO : Epoch 1952 | loss: 0.0311243 | val_loss: 0.0311861 | Time: 1878.17 ms
[2021-05-04 03:01:55 main:581] : INFO : Epoch 1953 | loss: 0.0311261 | val_loss: 0.0311781 | Time: 1882.37 ms
[2021-05-04 03:01:57 main:581] : INFO : Epoch 1954 | loss: 0.0311235 | val_loss: 0.0311875 | Time: 1892.96 ms
[2021-05-04 03:01:59 main:581] : INFO : Epoch 1955 | loss: 0.0311295 | val_loss: 0.0311818 | Time: 1883.42 ms
[2021-05-04 03:02:00 main:581] : INFO : Epoch 1956 | loss: 0.0311243 | val_loss: 0.0311847 | Time: 1881.14 ms
[2021-05-04 03:02:02 main:581] : INFO : Epoch 1957 | loss: 0.0311251 | val_loss: 0.0311817 | Time: 1884.63 ms
[2021-05-04 03:02:04 main:581] : INFO : Epoch 1958 | loss: 0.0311248 | val_loss: 0.031188 | Time: 1893.44 ms
[2021-05-04 03:02:06 main:581] : INFO : Epoch 1959 | loss: 0.0311265 | val_loss: 0.031188 | Time: 1883.85 ms
[2021-05-04 03:02:08 main:581] : INFO : Epoch 1960 | loss: 0.0311271 | val_loss: 0.0311945 | Time: 1883.94 ms
[2021-05-04 03:02:10 main:581] : INFO : Epoch 1961 | loss: 0.0311298 | val_loss: 0.0311846 | Time: 1886.06 ms
[2021-05-04 03:02:12 main:581] : INFO : Epoch 1962 | loss: 0.031125 | val_loss: 0.0311772 | Time: 1892.26 ms
[2021-05-04 03:02:14 main:581] : INFO : Epoch 1963 | loss: 0.0311275 | val_loss: 0.0311841 | Time: 1887.24 ms
[2021-05-04 03:02:16 main:581] : INFO : Epoch 1964 | loss: 0.0311281 | val_loss: 0.0311816 | Time: 1887.22 ms
[2021-05-04 03:02:17 main:581] : INFO : Epoch 1965 | loss: 0.0311293 | val_loss: 0.0311802 | Time: 1890.69 ms
[2021-05-04 03:02:19 main:581] : INFO : Epoch 1966 | loss: 0.0311314 | val_loss: 0.0311749 | Time: 1895.21 ms
[2021-05-04 03:02:21 main:581] : INFO : Epoch 1967 | loss: 0.0311303 | val_loss: 0.0311864 | Time: 1887.44 ms
[2021-05-04 03:02:23 main:581] : INFO : Epoch 1968 | loss: 0.0311284 | val_loss: 0.0311855 | Time: 1885.73 ms
[2021-05-04 03:02:25 main:581] : INFO : Epoch 1969 | loss: 0.0311288 | val_loss: 0.0311779 | Time: 1891.57 ms
[2021-05-04 03:02:27 main:581] : INFO : Epoch 1970 | loss: 0.0311255 | val_loss: 0.0311781 | Time: 1893.08 ms
[2021-05-04 03:02:29 main:581] : INFO : Epoch 1971 | loss: 0.0311227 | val_loss: 0.0311856 | Time: 1880.6 ms
[2021-05-04 03:02:31 main:581] : INFO : Epoch 1972 | loss: 0.03112 | val_loss: 0.0311843 | Time: 1889.72 ms
[2021-05-04 03:02:33 main:581] : INFO : Epoch 1973 | loss: 0.0311223 | val_loss: 0.0311843 | Time: 1896.22 ms
[2021-05-04 03:02:34 main:581] : INFO : Epoch 1974 | loss: 0.0311242 | val_loss: 0.0311861 | Time: 1873.47 ms
[2021-05-04 03:02:36 main:581] : INFO : Epoch 1975 | loss: 0.0311287 | val_loss: 0.0311825 | Time: 1888.26 ms
[2021-05-04 03:02:38 main:581] : INFO : Epoch 1976 | loss: 0.0311285 | val_loss: 0.0311826 | Time: 1897.02 ms
[2021-05-04 03:02:40 main:581] : INFO : Epoch 1977 | loss: 0.031126 | val_loss: 0.0311837 | Time: 1889.12 ms
[2021-05-04 03:02:42 main:581] : INFO : Epoch 1978 | loss: 0.031122 | val_loss: 0.0311832 | Time: 1886.59 ms
[2021-05-04 03:02:44 main:581] : INFO : Epoch 1979 | loss: 0.0311212 | val_loss: 0.0311836 | Time: 1883.99 ms
[2021-05-04 03:02:46 main:581] : INFO : Epoch 1980 | loss: 0.0311191 | val_loss: 0.0311922 | Time: 1890.6 ms
[2021-05-04 03:02:48 main:581] : INFO : Epoch 1981 | loss: 0.0311219 | val_loss: 0.0311984 | Time: 1880.76 ms
[2021-05-04 03:02:50 main:581] : INFO : Epoch 1982 | loss: 0.0311286 | val_loss: 0.0311867 | Time: 1881.4 ms
[2021-05-04 03:02:51 main:581] : INFO : Epoch 1983 | loss: 0.0311218 | val_loss: 0.0311811 | Time: 1884.96 ms
[2021-05-04 03:02:53 main:581] : INFO : Epoch 1984 | loss: 0.0311205 | val_loss: 0.0311823 | Time: 1888.23 ms
[2021-05-04 03:02:55 main:581] : INFO : Epoch 1985 | loss: 0.0311186 | val_loss: 0.0311825 | Time: 1882.39 ms
[2021-05-04 03:02:57 main:581] : INFO : Epoch 1986 | loss: 0.0311201 | val_loss: 0.0311923 | Time: 1876.52 ms
[2021-05-04 03:02:59 main:581] : INFO : Epoch 1987 | loss: 0.0311202 | val_loss: 0.0311906 | Time: 1885.84 ms
[2021-05-04 03:03:01 main:581] : INFO : Epoch 1988 | loss: 0.0311203 | val_loss: 0.0311834 | Time: 1888.43 ms
[2021-05-04 03:03:03 main:581] : INFO : Epoch 1989 | loss: 0.031123 | val_loss: 0.0311992 | Time: 1882.56 ms
[2021-05-04 03:03:05 main:581] : INFO : Epoch 1990 | loss: 0.03112 | val_loss: 0.0311847 | Time: 1876.7 ms
[2021-05-04 03:03:07 main:581] : INFO : Epoch 1991 | loss: 0.0311188 | val_loss: 0.0311816 | Time: 1883.26 ms
[2021-05-04 03:03:08 main:581] : INFO : Epoch 1992 | loss: 0.0311294 | val_loss: 0.0311835 | Time: 1882.64 ms
[2021-05-04 03:03:10 main:581] : INFO : Epoch 1993 | loss: 0.031134 | val_loss: 0.0311852 | Time: 1873.31 ms
[2021-05-04 03:03:12 main:581] : INFO : Epoch 1994 | loss: 0.0311253 | val_loss: 0.0311834 | Time: 1868.15 ms
[2021-05-04 03:03:14 main:581] : INFO : Epoch 1995 | loss: 0.0311216 | val_loss: 0.0311937 | Time: 1890.05 ms
[2021-05-04 03:03:16 main:581] : INFO : Epoch 1996 | loss: 0.0311206 | val_loss: 0.0311837 | Time: 1887.57 ms
[2021-05-04 03:03:18 main:581] : INFO : Epoch 1997 | loss: 0.0311188 | val_loss: 0.03118 | Time: 1880.93 ms
[2021-05-04 03:03:20 main:581] : INFO : Epoch 1998 | loss: 0.0311203 | val_loss: 0.0311872 | Time: 1884.22 ms
[2021-05-04 03:03:22 main:581] : INFO : Epoch 1999 | loss: 0.0311266 | val_loss: 0.0311857 | Time: 1889.96 ms
[2021-05-04 03:03:23 main:581] : INFO : Epoch 2000 | loss: 0.0311208 | val_loss: 0.0311917 | Time: 1883.06 ms
[2021-05-04 03:03:25 main:581] : INFO : Epoch 2001 | loss: 0.0311212 | val_loss: 0.03118 | Time: 1883.89 ms
[2021-05-04 03:03:27 main:581] : INFO : Epoch 2002 | loss: 0.0311231 | val_loss: 0.0311826 | Time: 1897.63 ms
[2021-05-04 03:03:29 main:581] : INFO : Epoch 2003 | loss: 0.031122 | val_loss: 0.0311857 | Time: 1885.72 ms
[2021-05-04 03:03:31 main:581] : INFO : Epoch 2004 | loss: 0.0311232 | val_loss: 0.0311847 | Time: 1881.09 ms
[2021-05-04 03:03:33 main:581] : INFO : Epoch 2005 | loss: 0.0311192 | val_loss: 0.0311842 | Time: 1873.11 ms
[2021-05-04 03:03:35 main:581] : INFO : Epoch 2006 | loss: 0.0311209 | val_loss: 0.0311857 | Time: 1881.98 ms
[2021-05-04 03:03:37 main:581] : INFO : Epoch 2007 | loss: 0.0311212 | val_loss: 0.0311809 | Time: 1881.53 ms
[2021-05-04 03:03:39 main:581] : INFO : Epoch 2008 | loss: 0.0311218 | val_loss: 0.0311878 | Time: 1879.6 ms
[2021-05-04 03:03:40 main:581] : INFO : Epoch 2009 | loss: 0.0311182 | val_loss: 0.0311854 | Time: 1873.59 ms
[2021-05-04 03:03:42 main:581] : INFO : Epoch 2010 | loss: 0.0311205 | val_loss: 0.0311854 | Time: 1876.86 ms
[2021-05-04 03:03:44 main:581] : INFO : Epoch 2011 | loss: 0.0311212 | val_loss: 0.031187 | Time: 1884.6 ms
[2021-05-04 03:03:46 main:581] : INFO : Epoch 2012 | loss: 0.0311199 | val_loss: 0.0311881 | Time: 1882.59 ms
[2021-05-04 03:03:48 main:581] : INFO : Epoch 2013 | loss: 0.0311251 | val_loss: 0.0311815 | Time: 1876.75 ms
[2021-05-04 03:03:50 main:581] : INFO : Epoch 2014 | loss: 0.0311236 | val_loss: 0.0311956 | Time: 1880.32 ms
[2021-05-04 03:03:52 main:581] : INFO : Epoch 2015 | loss: 0.0311493 | val_loss: 0.031188 | Time: 1885.08 ms
[2021-05-04 03:03:54 main:581] : INFO : Epoch 2016 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 1878.84 ms
[2021-05-04 03:03:55 main:581] : INFO : Epoch 2017 | loss: 0.0311566 | val_loss: 0.0311775 | Time: 1879.29 ms
[2021-05-04 03:03:57 main:581] : INFO : Epoch 2018 | loss: 0.0311496 | val_loss: 0.0311771 | Time: 1884.47 ms
[2021-05-04 03:03:59 main:581] : INFO : Epoch 2019 | loss: 0.0311439 | val_loss: 0.0311752 | Time: 1883.54 ms
[2021-05-04 03:04:01 main:581] : INFO : Epoch 2020 | loss: 0.031143 | val_loss: 0.0311783 | Time: 1875.99 ms
[2021-05-04 03:04:03 main:581] : INFO : Epoch 2021 | loss: 0.0311386 | val_loss: 0.0311829 | Time: 1884.22 ms
[2021-05-04 03:04:05 main:581] : INFO : Epoch 2022 | loss: 0.031143 | val_loss: 0.0311821 | Time: 1884.62 ms
[2021-05-04 03:04:07 main:581] : INFO : Epoch 2023 | loss: 0.0311412 | val_loss: 0.03118 | Time: 1875.03 ms
[2021-05-04 03:04:09 main:581] : INFO : Epoch 2024 | loss: 0.0311288 | val_loss: 0.0311802 | Time: 1875.81 ms
[2021-05-04 03:04:10 main:581] : INFO : Epoch 2025 | loss: 0.0311234 | val_loss: 0.03118 | Time: 1883.55 ms
[2021-05-04 03:04:12 main:581] : INFO : Epoch 2026 | loss: 0.0311252 | val_loss: 0.0311846 | Time: 1885.61 ms
[2021-05-04 03:04:14 main:581] : INFO : Epoch 2027 | loss: 0.0311239 | val_loss: 0.0311848 | Time: 1894 ms
[2021-05-04 03:04:16 main:581] : INFO : Epoch 2028 | loss: 0.0311205 | val_loss: 0.0311882 | Time: 1884.97 ms
[2021-05-04 03:04:18 main:581] : INFO : Epoch 2029 | loss: 0.0311189 | val_loss: 0.0311863 | Time: 1884.45 ms
[2021-05-04 03:04:20 main:581] : INFO : Epoch 2030 | loss: 0.0311176 | val_loss: 0.0311872 | Time: 1888.17 ms
[2021-05-04 03:04:22 main:581] : INFO : Epoch 2031 | loss: 0.0311194 | val_loss: 0.031185 | Time: 1892.77 ms
[2021-05-04 03:04:24 main:581] : INFO : Epoch 2032 | loss: 0.0311234 | val_loss: 0.0311835 | Time: 1889.19 ms
[2021-05-04 03:04:26 main:581] : INFO : Epoch 2033 | loss: 0.0311214 | val_loss: 0.0311824 | Time: 1884.8 ms
[2021-05-04 03:04:27 main:581] : INFO : Epoch 2034 | loss: 0.0311193 | val_loss: 0.0311864 | Time: 1893.54 ms
[2021-05-04 03:04:29 main:581] : INFO : Epoch 2035 | loss: 0.0311194 | val_loss: 0.0311863 | Time: 1889.25 ms
[2021-05-04 03:04:31 main:581] : INFO : Epoch 2036 | loss: 0.0311227 | val_loss: 0.0311856 | Time: 1886.35 ms
[2021-05-04 03:04:33 main:581] : INFO : Epoch 2037 | loss: 0.0311213 | val_loss: 0.0311955 | Time: 1892.32 ms
[2021-05-04 03:04:35 main:581] : INFO : Epoch 2038 | loss: 0.0311252 | val_loss: 0.031181 | Time: 1892.21 ms
[2021-05-04 03:04:37 main:581] : INFO : Epoch 2039 | loss: 0.0311475 | val_loss: 0.0311852 | Time: 1885.08 ms
[2021-05-04 03:04:39 main:581] : INFO : Epoch 2040 | loss: 0.0311405 | val_loss: 0.0311865 | Time: 1886.65 ms
[2021-05-04 03:04:41 main:581] : INFO : Epoch 2041 | loss: 0.031126 | val_loss: 0.0311899 | Time: 1888.94 ms
[2021-05-04 03:04:43 main:581] : INFO : Epoch 2042 | loss: 0.0311278 | val_loss: 0.0311894 | Time: 1891.72 ms
[2021-05-04 03:04:45 main:581] : INFO : Epoch 2043 | loss: 0.0311265 | val_loss: 0.0311956 | Time: 1888.03 ms
[2021-05-04 03:04:46 main:581] : INFO : Epoch 2044 | loss: 0.0311178 | val_loss: 0.0311911 | Time: 1887.14 ms
[2021-05-04 03:04:48 main:581] : INFO : Epoch 2045 | loss: 0.0311203 | val_loss: 0.0311871 | Time: 1888.76 ms
[2021-05-04 03:04:50 main:581] : INFO : Epoch 2046 | loss: 0.0311162 | val_loss: 0.0311887 | Time: 1893.99 ms
[2021-05-04 03:04:52 main:581] : INFO : Epoch 2047 | loss: 0.0311173 | val_loss: 0.0311903 | Time: 1885.62 ms
[2021-05-04 03:04:54 main:581] : INFO : Epoch 2048 | loss: 0.0311147 | val_loss: 0.0311854 | Time: 1884.87 ms
[2021-05-04 03:04:54 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311854
[2021-05-04 03:04:54 main:610] : INFO : Saving end state to config to file
[2021-05-04 03:04:54 main:615] : INFO : Success, exiting..
03:04:54 (2998059): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)