Task 4403018
| Name | ParityMachine-1612383650-2955-5_0 |
| Workunit | 2455763 |
| Created | 16 Mar 2021, 6:20:26 UTC |
| Sent | 29 Mar 2021, 0:31:14 UTC |
| Report deadline | 5 Apr 2021, 0:31:14 UTC |
| Received | 29 Mar 2021, 10:31:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 7 min 57 sec |
| CPU time | 1 hours 7 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.031168 | val_loss: 0.0311766 | Time: 2040.77 ms
[2021-03-29 05:13:46 main:581] : INFO : Epoch 1539 | loss: 0.0311679 | val_loss: 0.0311779 | Time: 2039.8 ms
[2021-03-29 05:13:48 main:581] : INFO : Epoch 1540 | loss: 0.0311691 | val_loss: 0.0311801 | Time: 2052.29 ms
[2021-03-29 05:13:50 main:581] : INFO : Epoch 1541 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 2067.04 ms
[2021-03-29 05:13:52 main:581] : INFO : Epoch 1542 | loss: 0.0311688 | val_loss: 0.0311759 | Time: 2075.83 ms
[2021-03-29 05:13:54 main:581] : INFO : Epoch 1543 | loss: 0.0311676 | val_loss: 0.0311794 | Time: 2071.33 ms
[2021-03-29 05:13:56 main:581] : INFO : Epoch 1544 | loss: 0.0311682 | val_loss: 0.03118 | Time: 2043.41 ms
[2021-03-29 05:13:58 main:581] : INFO : Epoch 1545 | loss: 0.0311668 | val_loss: 0.0311756 | Time: 2039.39 ms
[2021-03-29 05:14:00 main:581] : INFO : Epoch 1546 | loss: 0.0311677 | val_loss: 0.0311761 | Time: 2024.87 ms
[2021-03-29 05:14:02 main:581] : INFO : Epoch 1547 | loss: 0.0311667 | val_loss: 0.0311748 | Time: 2011.12 ms
[2021-03-29 05:14:04 main:581] : INFO : Epoch 1548 | loss: 0.0311664 | val_loss: 0.0311747 | Time: 2004.18 ms
[2021-03-29 05:14:06 main:581] : INFO : Epoch 1549 | loss: 0.0311672 | val_loss: 0.0311752 | Time: 2128.88 ms
[2021-03-29 05:14:08 main:581] : INFO : Epoch 1550 | loss: 0.0311666 | val_loss: 0.0311749 | Time: 2123.38 ms
[2021-03-29 05:14:11 main:581] : INFO : Epoch 1551 | loss: 0.0311675 | val_loss: 0.0311744 | Time: 2134.98 ms
[2021-03-29 05:14:13 main:581] : INFO : Epoch 1552 | loss: 0.0311699 | val_loss: 0.0311764 | Time: 2137.9 ms
[2021-03-29 05:14:15 main:581] : INFO : Epoch 1553 | loss: 0.0311709 | val_loss: 0.0311776 | Time: 2143.09 ms
[2021-03-29 05:14:17 main:581] : INFO : Epoch 1554 | loss: 0.0311694 | val_loss: 0.0311744 | Time: 2126.62 ms
[2021-03-29 05:14:19 main:581] : INFO : Epoch 1555 | loss: 0.031171 | val_loss: 0.0311779 | Time: 2105.24 ms
[2021-03-29 05:14:21 main:581] : INFO : Epoch 1556 | loss: 0.0311699 | val_loss: 0.0311783 | Time: 2017.95 ms
[2021-03-29 05:14:23 main:581] : INFO : Epoch 1557 | loss: 0.0311717 | val_loss: 0.0311842 | Time: 2006.74 ms
[2021-03-29 05:14:25 main:581] : INFO : Epoch 1558 | loss: 0.0311734 | val_loss: 0.0311753 | Time: 2083.41 ms
[2021-03-29 05:14:27 main:581] : INFO : Epoch 1559 | loss: 0.0311704 | val_loss: 0.0311768 | Time: 2043.81 ms
[2021-03-29 05:14:29 main:581] : INFO : Epoch 1560 | loss: 0.0311692 | val_loss: 0.031177 | Time: 2010.35 ms
[2021-03-29 05:14:31 main:581] : INFO : Epoch 1561 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 2020.41 ms
[2021-03-29 05:14:33 main:581] : INFO : Epoch 1562 | loss: 0.0311669 | val_loss: 0.0311732 | Time: 2047.22 ms
[2021-03-29 05:14:35 main:581] : INFO : Epoch 1563 | loss: 0.031166 | val_loss: 0.031174 | Time: 2053.29 ms
[2021-03-29 05:14:37 main:581] : INFO : Epoch 1564 | loss: 0.0311662 | val_loss: 0.0311757 | Time: 2033.91 ms
[2021-03-29 05:14:39 main:581] : INFO : Epoch 1565 | loss: 0.0311682 | val_loss: 0.0311761 | Time: 2022.68 ms
[2021-03-29 05:14:41 main:581] : INFO : Epoch 1566 | loss: 0.0311668 | val_loss: 0.0311762 | Time: 2016.24 ms
[2021-03-29 05:14:43 main:581] : INFO : Epoch 1567 | loss: 0.0311677 | val_loss: 0.0311756 | Time: 2017.86 ms
[2021-03-29 05:14:45 main:581] : INFO : Epoch 1568 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 2035.8 ms
[2021-03-29 05:14:47 main:581] : INFO : Epoch 1569 | loss: 0.0311651 | val_loss: 0.031173 | Time: 2012.2 ms
[2021-03-29 05:14:50 main:581] : INFO : Epoch 1570 | loss: 0.0311654 | val_loss: 0.0311746 | Time: 2023 ms
[2021-03-29 05:14:52 main:581] : INFO : Epoch 1571 | loss: 0.0311647 | val_loss: 0.0311739 | Time: 2038.79 ms
[2021-03-29 05:14:54 main:581] : INFO : Epoch 1572 | loss: 0.0311644 | val_loss: 0.0311734 | Time: 2023.3 ms
[2021-03-29 05:14:56 main:581] : INFO : Epoch 1573 | loss: 0.0311639 | val_loss: 0.0311741 | Time: 2029.85 ms
[2021-03-29 05:14:58 main:581] : INFO : Epoch 1574 | loss: 0.031169 | val_loss: 0.0311805 | Time: 2021.87 ms
[2021-03-29 05:15:00 main:581] : INFO : Epoch 1575 | loss: 0.0311743 | val_loss: 0.0311814 | Time: 1999.4 ms
[2021-03-29 05:15:02 main:581] : INFO : Epoch 1576 | loss: 0.0311745 | val_loss: 0.0311803 | Time: 2014.37 ms
[2021-03-29 05:15:04 main:581] : INFO : Epoch 1577 | loss: 0.0311725 | val_loss: 0.0311784 | Time: 2034.26 ms
[2021-03-29 05:15:06 main:581] : INFO : Epoch 1578 | loss: 0.0311723 | val_loss: 0.0311786 | Time: 2018.42 ms
[2021-03-29 05:15:08 main:581] : INFO : Epoch 1579 | loss: 0.0311713 | val_loss: 0.03118 | Time: 2011.16 ms
[2021-03-29 05:15:10 main:581] : INFO : Epoch 1580 | loss: 0.0311724 | val_loss: 0.0311786 | Time: 2006.84 ms
[2021-03-29 05:15:12 main:581] : INFO : Epoch 1581 | loss: 0.0311728 | val_loss: 0.0311774 | Time: 2010.59 ms
[2021-03-29 05:15:14 main:581] : INFO : Epoch 1582 | loss: 0.0311735 | val_loss: 0.031181 | Time: 2024.43 ms
[2021-03-29 05:15:16 main:581] : INFO : Epoch 1583 | loss: 0.0311727 | val_loss: 0.03118 | Time: 2066.56 ms
[2021-03-29 05:15:18 main:581] : INFO : Epoch 1584 | loss: 0.0311742 | val_loss: 0.0311761 | Time: 2038.97 ms
[2021-03-29 05:15:20 main:581] : INFO : Epoch 1585 | loss: 0.031173 | val_loss: 0.0311764 | Time: 2051.92 ms
[2021-03-29 05:15:22 main:581] : INFO : Epoch 1586 | loss: 0.0311708 | val_loss: 0.0311745 | Time: 2046.06 ms
[2021-03-29 05:15:24 main:581] : INFO : Epoch 1587 | loss: 0.03117 | val_loss: 0.0311747 | Time: 2055.76 ms
[2021-03-29 05:15:26 main:581] : INFO : Epoch 1588 | loss: 0.0311688 | val_loss: 0.0311738 | Time: 2050.53 ms
[2021-03-29 05:15:28 main:581] : INFO : Epoch 1589 | loss: 0.0311684 | val_loss: 0.0311762 | Time: 2050.53 ms
[2021-03-29 05:15:30 main:581] : INFO : Epoch 1590 | loss: 0.0311697 | val_loss: 0.0311772 | Time: 2040.31 ms
[2021-03-29 05:15:32 main:581] : INFO : Epoch 1591 | loss: 0.0311683 | val_loss: 0.0311734 | Time: 2101.52 ms
[2021-03-29 05:15:34 main:581] : INFO : Epoch 1592 | loss: 0.0311699 | val_loss: 0.0311795 | Time: 2068.34 ms
[2021-03-29 05:15:36 main:581] : INFO : Epoch 1593 | loss: 0.031171 | val_loss: 0.0311757 | Time: 2045.31 ms
[2021-03-29 05:15:38 main:581] : INFO : Epoch 1594 | loss: 0.0311685 | val_loss: 0.0311738 | Time: 2049.73 ms
[2021-03-29 05:15:40 main:581] : INFO : Epoch 1595 | loss: 0.0311676 | val_loss: 0.0311736 | Time: 2061.41 ms
[2021-03-29 05:15:43 main:581] : INFO : Epoch 1596 | loss: 0.0311682 | val_loss: 0.0311725 | Time: 2048.99 ms
[2021-03-29 05:15:45 main:581] : INFO : Epoch 1597 | loss: 0.0311677 | val_loss: 0.0311734 | Time: 2050.55 ms
[2021-03-29 05:15:47 main:581] : INFO : Epoch 1598 | loss: 0.031167 | val_loss: 0.0311727 | Time: 2140.11 ms
[2021-03-29 05:15:49 main:581] : INFO : Epoch 1599 | loss: 0.0311663 | val_loss: 0.0311725 | Time: 2151.93 ms
[2021-03-29 05:15:51 main:581] : INFO : Epoch 1600 | loss: 0.0311664 | val_loss: 0.0311726 | Time: 2095.17 ms
[2021-03-29 05:15:53 main:581] : INFO : Epoch 1601 | loss: 0.0311666 | val_loss: 0.0311727 | Time: 2032.18 ms
[2021-03-29 05:15:55 main:581] : INFO : Epoch 1602 | loss: 0.0311665 | val_loss: 0.0311752 | Time: 2053.65 ms
[2021-03-29 05:15:57 main:581] : INFO : Epoch 1603 | loss: 0.0311678 | val_loss: 0.0311728 | Time: 2040.09 ms
[2021-03-29 05:15:59 main:581] : INFO : Epoch 1604 | loss: 0.0311673 | val_loss: 0.0311727 | Time: 2075.16 ms
[2021-03-29 05:16:01 main:581] : INFO : Epoch 1605 | loss: 0.0311672 | val_loss: 0.0311735 | Time: 2072.92 ms
[2021-03-29 05:16:03 main:581] : INFO : Epoch 1606 | loss: 0.0311664 | val_loss: 0.0311711 | Time: 2083.54 ms
[2021-03-29 05:16:05 main:581] : INFO : Epoch 1607 | loss: 0.0311659 | val_loss: 0.0311722 | Time: 2050.61 ms
[2021-03-29 05:16:07 main:581] : INFO : Epoch 1608 | loss: 0.0311672 | val_loss: 0.0311723 | Time: 2062.77 ms
[2021-03-29 05:16:10 main:581] : INFO : Epoch 1609 | loss: 0.0311674 | val_loss: 0.0311717 | Time: 2070.62 ms
[2021-03-29 05:16:12 main:581] : INFO : Epoch 1610 | loss: 0.0311678 | val_loss: 0.0311725 | Time: 2049.34 ms
[2021-03-29 05:16:14 main:581] : INFO : Epoch 1611 | loss: 0.0311675 | val_loss: 0.031172 | Time: 2067.6 ms
[2021-03-29 05:16:16 main:581] : INFO : Epoch 1612 | loss: 0.0311657 | val_loss: 0.0311701 | Time: 2054.46 ms
[2021-03-29 05:16:18 main:581] : INFO : Epoch 1613 | loss: 0.0311654 | val_loss: 0.0311713 | Time: 2058.29 ms
[2021-03-29 05:16:20 main:581] : INFO : Epoch 1614 | loss: 0.0311652 | val_loss: 0.0311731 | Time: 2063.86 ms
[2021-03-29 05:16:22 main:581] : INFO : Epoch 1615 | loss: 0.0311651 | val_loss: 0.0311719 | Time: 2059.48 ms
[2021-03-29 05:16:24 main:581] : INFO : Epoch 1616 | loss: 0.0311654 | val_loss: 0.0311707 | Time: 2046.82 ms
[2021-03-29 05:16:26 main:581] : INFO : Epoch 1617 | loss: 0.0311651 | val_loss: 0.0311715 | Time: 2059.3 ms
[2021-03-29 05:16:28 main:581] : INFO : Epoch 1618 | loss: 0.0311662 | val_loss: 0.0311715 | Time: 2041.87 ms
[2021-03-29 05:16:30 main:581] : INFO : Epoch 1619 | loss: 0.0311661 | val_loss: 0.0311706 | Time: 2016.97 ms
[2021-03-29 05:16:32 main:581] : INFO : Epoch 1620 | loss: 0.0311664 | val_loss: 0.0311738 | Time: 2000.69 ms
[2021-03-29 05:16:34 main:581] : INFO : Epoch 1621 | loss: 0.0311682 | val_loss: 0.0311756 | Time: 2022.18 ms
[2021-03-29 05:16:36 main:581] : INFO : Epoch 1622 | loss: 0.0311656 | val_loss: 0.0311719 | Time: 2027.06 ms
[2021-03-29 05:16:38 main:581] : INFO : Epoch 1623 | loss: 0.0311653 | val_loss: 0.0311703 | Time: 2030.08 ms
[2021-03-29 05:16:40 main:581] : INFO : Epoch 1624 | loss: 0.0311648 | val_loss: 0.0311722 | Time: 2027.56 ms
[2021-03-29 05:16:42 main:581] : INFO : Epoch 1625 | loss: 0.0311658 | val_loss: 0.0311716 | Time: 2055.38 ms
[2021-03-29 05:16:44 main:581] : INFO : Epoch 1626 | loss: 0.0311654 | val_loss: 0.0311722 | Time: 2012.29 ms
[2021-03-29 05:16:46 main:581] : INFO : Epoch 1627 | loss: 0.0311651 | val_loss: 0.031172 | Time: 2063.86 ms
[2021-03-29 05:16:48 main:581] : INFO : Epoch 1628 | loss: 0.0311653 | val_loss: 0.0311708 | Time: 2039.42 ms
[2021-03-29 05:16:50 main:581] : INFO : Epoch 1629 | loss: 0.0311647 | val_loss: 0.031173 | Time: 2043.77 ms
[2021-03-29 05:16:52 main:581] : INFO : Epoch 1630 | loss: 0.0311654 | val_loss: 0.0311704 | Time: 2036.99 ms
[2021-03-29 05:16:54 main:581] : INFO : Epoch 1631 | loss: 0.0311649 | val_loss: 0.0311715 | Time: 2048 ms
[2021-03-29 05:16:56 main:581] : INFO : Epoch 1632 | loss: 0.0311646 | val_loss: 0.0311698 | Time: 2049.99 ms
[2021-03-29 05:16:59 main:581] : INFO : Epoch 1633 | loss: 0.0311644 | val_loss: 0.0311755 | Time: 2048.12 ms
[2021-03-29 05:17:01 main:581] : INFO : Epoch 1634 | loss: 0.0311656 | val_loss: 0.0311766 | Time: 2076.18 ms
[2021-03-29 05:17:03 main:581] : INFO : Epoch 1635 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 2074.57 ms
[2021-03-29 05:17:05 main:581] : INFO : Epoch 1636 | loss: 0.0311648 | val_loss: 0.0311701 | Time: 2076.22 ms
[2021-03-29 05:17:07 main:581] : INFO : Epoch 1637 | loss: 0.0311659 | val_loss: 0.0311699 | Time: 2090.87 ms
[2021-03-29 05:17:09 main:581] : INFO : Epoch 1638 | loss: 0.0311656 | val_loss: 0.03117 | Time: 2070.63 ms
[2021-03-29 05:17:11 main:581] : INFO : Epoch 1639 | loss: 0.0311648 | val_loss: 0.031171 | Time: 2090.98 ms
[2021-03-29 05:17:13 main:581] : INFO : Epoch 1640 | loss: 0.0311651 | val_loss: 0.0311698 | Time: 2069.17 ms
[2021-03-29 05:17:15 main:581] : INFO : Epoch 1641 | loss: 0.0311645 | val_loss: 0.0311692 | Time: 2089.87 ms
[2021-03-29 05:17:17 main:581] : INFO : Epoch 1642 | loss: 0.031165 | val_loss: 0.0311697 | Time: 2092.59 ms
[2021-03-29 05:17:19 main:581] : INFO : Epoch 1643 | loss: 0.0311632 | val_loss: 0.0311694 | Time: 2055.12 ms
[2021-03-29 05:17:21 main:581] : INFO : Epoch 1644 | loss: 0.0311634 | val_loss: 0.0311707 | Time: 2051.76 ms
[2021-03-29 05:17:23 main:581] : INFO : Epoch 1645 | loss: 0.0311644 | val_loss: 0.0311704 | Time: 2037.54 ms
[2021-03-29 05:17:26 main:581] : INFO : Epoch 1646 | loss: 0.031165 | val_loss: 0.0311746 | Time: 2075.29 ms
[2021-03-29 05:17:28 main:581] : INFO : Epoch 1647 | loss: 0.0311666 | val_loss: 0.0311717 | Time: 2054.21 ms
[2021-03-29 05:17:30 main:581] : INFO : Epoch 1648 | loss: 0.031165 | val_loss: 0.0311695 | Time: 2037.53 ms
[2021-03-29 05:17:32 main:581] : INFO : Epoch 1649 | loss: 0.0311637 | val_loss: 0.0311696 | Time: 2046.27 ms
[2021-03-29 05:17:34 main:581] : INFO : Epoch 1650 | loss: 0.0311629 | val_loss: 0.0311693 | Time: 2062.39 ms
[2021-03-29 05:17:36 main:581] : INFO : Epoch 1651 | loss: 0.0311624 | val_loss: 0.0311697 | Time: 2061.65 ms
[2021-03-29 05:17:38 main:581] : INFO : Epoch 1652 | loss: 0.0311627 | val_loss: 0.0311692 | Time: 2100.19 ms
[2021-03-29 05:17:40 main:581] : INFO : Epoch 1653 | loss: 0.0311621 | val_loss: 0.0311694 | Time: 2038.21 ms
[2021-03-29 05:17:42 main:581] : INFO : Epoch 1654 | loss: 0.0311628 | val_loss: 0.031169 | Time: 2047.66 ms
[2021-03-29 05:17:44 main:581] : INFO : Epoch 1655 | loss: 0.0311622 | val_loss: 0.0311712 | Time: 2046.1 ms
[2021-03-29 05:17:46 main:581] : INFO : Epoch 1656 | loss: 0.0311628 | val_loss: 0.0311719 | Time: 2048.74 ms
[2021-03-29 05:17:48 main:581] : INFO : Epoch 1657 | loss: 0.0311641 | val_loss: 0.0311705 | Time: 2042.05 ms
[2021-03-29 05:17:50 main:581] : INFO : Epoch 1658 | loss: 0.0311639 | val_loss: 0.0311703 | Time: 2058.7 ms
[2021-03-29 05:17:52 main:581] : INFO : Epoch 1659 | loss: 0.0311636 | val_loss: 0.03117 | Time: 2075.61 ms
[2021-03-29 05:17:54 main:581] : INFO : Epoch 1660 | loss: 0.0311638 | val_loss: 0.0311711 | Time: 2042.02 ms
[2021-03-29 05:17:56 main:581] : INFO : Epoch 1661 | loss: 0.0311641 | val_loss: 0.0311709 | Time: 2028.5 ms
[2021-03-29 05:17:58 main:581] : INFO : Epoch 1662 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 2067.64 ms
[2021-03-29 05:18:00 main:581] : INFO : Epoch 1663 | loss: 0.0311701 | val_loss: 0.0311717 | Time: 2074.37 ms
[2021-03-29 05:18:02 main:581] : INFO : Epoch 1664 | loss: 0.0311667 | val_loss: 0.0311693 | Time: 2029.16 ms
[2021-03-29 05:18:05 main:581] : INFO : Epoch 1665 | loss: 0.0311648 | val_loss: 0.0311714 | Time: 2063.43 ms
[2021-03-29 05:18:07 main:581] : INFO : Epoch 1666 | loss: 0.031164 | val_loss: 0.0311688 | Time: 2058.48 ms
[2021-03-29 05:18:09 main:581] : INFO : Epoch 1667 | loss: 0.031164 | val_loss: 0.0311711 | Time: 2043.01 ms
[2021-03-29 05:18:11 main:581] : INFO : Epoch 1668 | loss: 0.0311622 | val_loss: 0.0311689 | Time: 2028.45 ms
[2021-03-29 05:18:13 main:581] : INFO : Epoch 1669 | loss: 0.0311617 | val_loss: 0.0311683 | Time: 2053.84 ms
[2021-03-29 05:18:15 main:581] : INFO : Epoch 1670 | loss: 0.0311626 | val_loss: 0.0311699 | Time: 2062.48 ms
[2021-03-29 05:18:17 main:581] : INFO : Epoch 1671 | loss: 0.0311615 | val_loss: 0.0311694 | Time: 2068.53 ms
[2021-03-29 05:18:19 main:581] : INFO : Epoch 1672 | loss: 0.0311615 | val_loss: 0.0311694 | Time: 2049.27 ms
[2021-03-29 05:18:21 main:581] : INFO : Epoch 1673 | loss: 0.031161 | val_loss: 0.0311683 | Time: 2077.94 ms
[2021-03-29 05:18:23 main:581] : INFO : Epoch 1674 | loss: 0.0311606 | val_loss: 0.0311693 | Time: 2076.46 ms
[2021-03-29 05:18:25 main:581] : INFO : Epoch 1675 | loss: 0.0311611 | val_loss: 0.0311699 | Time: 2059.7 ms
[2021-03-29 05:18:27 main:581] : INFO : Epoch 1676 | loss: 0.0311645 | val_loss: 0.0311704 | Time: 2050.47 ms
[2021-03-29 05:18:29 main:581] : INFO : Epoch 1677 | loss: 0.0311656 | val_loss: 0.0311705 | Time: 2127.18 ms
[2021-03-29 05:18:31 main:581] : INFO : Epoch 1678 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 2043.8 ms
[2021-03-29 05:18:33 main:581] : INFO : Epoch 1679 | loss: 0.0311632 | val_loss: 0.0311713 | Time: 2035.71 ms
[2021-03-29 05:18:35 main:581] : INFO : Epoch 1680 | loss: 0.031165 | val_loss: 0.0311733 | Time: 2066.83 ms
[2021-03-29 05:18:38 main:581] : INFO : Epoch 1681 | loss: 0.0311656 | val_loss: 0.0311698 | Time: 2069.46 ms
[2021-03-29 05:18:40 main:581] : INFO : Epoch 1682 | loss: 0.0311647 | val_loss: 0.0311704 | Time: 2054.39 ms
[2021-03-29 05:18:42 main:581] : INFO : Epoch 1683 | loss: 0.0311658 | val_loss: 0.0311734 | Time: 2052.37 ms
[2021-03-29 05:18:44 main:581] : INFO : Epoch 1684 | loss: 0.0311652 | val_loss: 0.0311712 | Time: 2022.94 ms
[2021-03-29 05:18:46 main:581] : INFO : Epoch 1685 | loss: 0.0311663 | val_loss: 0.0311704 | Time: 2039.91 ms
[2021-03-29 05:18:48 main:581] : INFO : Epoch 1686 | loss: 0.0311638 | val_loss: 0.0311695 | Time: 2038.95 ms
[2021-03-29 05:18:50 main:581] : INFO : Epoch 1687 | loss: 0.0311631 | val_loss: 0.0311691 | Time: 2042.25 ms
[2021-03-29 05:18:52 main:581] : INFO : Epoch 1688 | loss: 0.0311634 | val_loss: 0.0311712 | Time: 2040 ms
[2021-03-29 05:18:54 main:581] : INFO : Epoch 1689 | loss: 0.0311625 | val_loss: 0.0311682 | Time: 2044.84 ms
[2021-03-29 05:18:56 main:581] : INFO : Epoch 1690 | loss: 0.0311626 | val_loss: 0.0311688 | Time: 2122.55 ms
[2021-03-29 05:18:58 main:581] : INFO : Epoch 1691 | loss: 0.0311632 | val_loss: 0.0311695 | Time: 2012.62 ms
[2021-03-29 05:19:00 main:581] : INFO : Epoch 1692 | loss: 0.0311633 | val_loss: 0.0311715 | Time: 2032.69 ms
[2021-03-29 05:19:02 main:581] : INFO : Epoch 1693 | loss: 0.0311632 | val_loss: 0.0311705 | Time: 2001.84 ms
[2021-03-29 05:19:04 main:581] : INFO : Epoch 1694 | loss: 0.0311633 | val_loss: 0.0311699 | Time: 2067.36 ms
[2021-03-29 05:19:06 main:581] : INFO : Epoch 1695 | loss: 0.0311629 | val_loss: 0.0311694 | Time: 2019.3 ms
[2021-03-29 05:19:08 main:581] : INFO : Epoch 1696 | loss: 0.0311635 | val_loss: 0.0311703 | Time: 2060.62 ms
[2021-03-29 05:19:10 main:581] : INFO : Epoch 1697 | loss: 0.0311627 | val_loss: 0.031169 | Time: 2080.14 ms
[2021-03-29 05:19:12 main:581] : INFO : Epoch 1698 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 2043.53 ms
[2021-03-29 05:19:14 main:581] : INFO : Epoch 1699 | loss: 0.0311626 | val_loss: 0.0311701 | Time: 2047.53 ms
[2021-03-29 05:19:16 main:581] : INFO : Epoch 1700 | loss: 0.0311633 | val_loss: 0.0311695 | Time: 2045.22 ms
[2021-03-29 05:19:18 main:581] : INFO : Epoch 1701 | loss: 0.0311621 | val_loss: 0.0311683 | Time: 2057.71 ms
[2021-03-29 05:19:20 main:581] : INFO : Epoch 1702 | loss: 0.0311625 | val_loss: 0.0311687 | Time: 2066.95 ms
[2021-03-29 05:19:23 main:581] : INFO : Epoch 1703 | loss: 0.0311624 | val_loss: 0.0311698 | Time: 2056.75 ms
[2021-03-29 05:19:25 main:581] : INFO : Epoch 1704 | loss: 0.031162 | val_loss: 0.031169 | Time: 2055.14 ms
[2021-03-29 05:19:27 main:581] : INFO : Epoch 1705 | loss: 0.0311619 | val_loss: 0.0311694 | Time: 1999.87 ms
[2021-03-29 05:19:29 main:581] : INFO : Epoch 1706 | loss: 0.0311625 | val_loss: 0.0311692 | Time: 1993.81 ms
[2021-03-29 05:19:31 main:581] : INFO : Epoch 1707 | loss: 0.0311622 | val_loss: 0.0311696 | Time: 2040.88 ms
[2021-03-29 05:19:33 main:581] : INFO : Epoch 1708 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 2025.89 ms
[2021-03-29 05:19:35 main:581] : INFO : Epoch 1709 | loss: 0.0311626 | val_loss: 0.0311697 | Time: 2045.43 ms
[2021-03-29 05:19:37 main:581] : INFO : Epoch 1710 | loss: 0.0311616 | val_loss: 0.0311707 | Time: 2035.13 ms
[2021-03-29 05:19:39 main:581] : INFO : Epoch 1711 | loss: 0.0311611 | val_loss: 0.0311695 | Time: 2015.4 ms
[2021-03-29 05:19:41 main:581] : INFO : Epoch 1712 | loss: 0.0311606 | val_loss: 0.031169 | Time: 2024.44 ms
[2021-03-29 05:19:43 main:581] : INFO : Epoch 1713 | loss: 0.0311611 | val_loss: 0.0311697 | Time: 2035.09 ms
[2021-03-29 05:19:45 main:581] : INFO : Epoch 1714 | loss: 0.0311632 | val_loss: 0.0311704 | Time: 2049.12 ms
[2021-03-29 05:19:47 main:581] : INFO : Epoch 1715 | loss: 0.0311625 | val_loss: 0.0311696 | Time: 2040.3 ms
[2021-03-29 05:19:49 main:581] : INFO : Epoch 1716 | loss: 0.0311622 | val_loss: 0.0311688 | Time: 2043.71 ms
[2021-03-29 05:19:51 main:581] : INFO : Epoch 1717 | loss: 0.0311629 | val_loss: 0.0311693 | Time: 2003.96 ms
[2021-03-29 05:19:53 main:581] : INFO : Epoch 1718 | loss: 0.0311624 | val_loss: 0.0311707 | Time: 2064.46 ms
[2021-03-29 05:19:55 main:581] : INFO : Epoch 1719 | loss: 0.0311628 | val_loss: 0.0311702 | Time: 2067.34 ms
[2021-03-29 05:19:57 main:581] : INFO : Epoch 1720 | loss: 0.0311632 | val_loss: 0.03117 | Time: 2039.06 ms
[2021-03-29 05:19:59 main:581] : INFO : Epoch 1721 | loss: 0.0311646 | val_loss: 0.0311778 | Time: 2048.97 ms
[2021-03-29 05:20:01 main:581] : INFO : Epoch 1722 | loss: 0.0311668 | val_loss: 0.0311732 | Time: 2035.57 ms
[2021-03-29 05:20:03 main:581] : INFO : Epoch 1723 | loss: 0.0311677 | val_loss: 0.0311745 | Time: 2062.35 ms
[2021-03-29 05:20:05 main:581] : INFO : Epoch 1724 | loss: 0.0311675 | val_loss: 0.0311717 | Time: 2059.45 ms
[2021-03-29 05:20:07 main:581] : INFO : Epoch 1725 | loss: 0.031169 | val_loss: 0.0311727 | Time: 2078.13 ms
[2021-03-29 05:20:09 main:581] : INFO : Epoch 1726 | loss: 0.0311683 | val_loss: 0.0311725 | Time: 2048.32 ms
[2021-03-29 05:20:12 main:581] : INFO : Epoch 1727 | loss: 0.0311681 | val_loss: 0.0311741 | Time: 2044.23 ms
[2021-03-29 05:20:14 main:581] : INFO : Epoch 1728 | loss: 0.0311697 | val_loss: 0.0311871 | Time: 2075.41 ms
[2021-03-29 05:20:16 main:581] : INFO : Epoch 1729 | loss: 0.0321224 | val_loss: 0.0313767 | Time: 2015.56 ms
[2021-03-29 05:20:18 main:581] : INFO : Epoch 1730 | loss: 0.031706 | val_loss: 0.0313182 | Time: 2055.23 ms
[2021-03-29 05:20:20 main:581] : INFO : Epoch 1731 | loss: 0.0312628 | val_loss: 0.0312082 | Time: 2011.93 ms
[2021-03-29 05:20:22 main:581] : INFO : Epoch 1732 | loss: 0.0311888 | val_loss: 0.0311769 | Time: 2046.14 ms
[2021-03-29 05:20:24 main:581] : INFO : Epoch 1733 | loss: 0.0311677 | val_loss: 0.0311739 | Time: 1970.22 ms
[2021-03-29 05:20:26 main:581] : INFO : Epoch 1734 | loss: 0.0311666 | val_loss: 0.0311706 | Time: 2021.64 ms
[2021-03-29 05:20:28 main:581] : INFO : Epoch 1735 | loss: 0.0311657 | val_loss: 0.0311706 | Time: 2047.63 ms
[2021-03-29 05:20:30 main:581] : INFO : Epoch 1736 | loss: 0.0311648 | val_loss: 0.0311746 | Time: 2044.88 ms
[2021-03-29 05:20:32 main:581] : INFO : Epoch 1737 | loss: 0.0311642 | val_loss: 0.0311707 | Time: 2032.14 ms
[2021-03-29 05:20:34 main:581] : INFO : Epoch 1738 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 2043.95 ms
[2021-03-29 05:20:36 main:581] : INFO : Epoch 1739 | loss: 0.0311669 | val_loss: 0.0311696 | Time: 1996.58 ms
[2021-03-29 05:20:38 main:581] : INFO : Epoch 1740 | loss: 0.031166 | val_loss: 0.0311707 | Time: 2054.02 ms
[2021-03-29 05:20:40 main:581] : INFO : Epoch 1741 | loss: 0.0311659 | val_loss: 0.0311732 | Time: 2047.13 ms
[2021-03-29 05:20:42 main:581] : INFO : Epoch 1742 | loss: 0.0311642 | val_loss: 0.0311727 | Time: 2070.8 ms
[2021-03-29 05:20:44 main:581] : INFO : Epoch 1743 | loss: 0.0311632 | val_loss: 0.0311697 | Time: 2048.84 ms
[2021-03-29 05:20:46 main:581] : INFO : Epoch 1744 | loss: 0.0311629 | val_loss: 0.0311692 | Time: 2068.29 ms
[2021-03-29 05:20:48 main:581] : INFO : Epoch 1745 | loss: 0.0311615 | val_loss: 0.0311693 | Time: 2052.91 ms
[2021-03-29 05:20:50 main:581] : INFO : Epoch 1746 | loss: 0.0311615 | val_loss: 0.0311699 | Time: 2070.54 ms
[2021-03-29 05:20:52 main:581] : INFO : Epoch 1747 | loss: 0.0311621 | val_loss: 0.0311708 | Time: 2083.28 ms
[2021-03-29 05:20:54 main:581] : INFO : Epoch 1748 | loss: 0.0311628 | val_loss: 0.0311724 | Time: 2080.72 ms
[2021-03-29 05:20:57 main:581] : INFO : Epoch 1749 | loss: 0.0311617 | val_loss: 0.0311689 | Time: 2072.24 ms
[2021-03-29 05:20:59 main:581] : INFO : Epoch 1750 | loss: 0.031161 | val_loss: 0.0311714 | Time: 2053.41 ms
[2021-03-29 05:21:01 main:581] : INFO : Epoch 1751 | loss: 0.0311611 | val_loss: 0.0311689 | Time: 2157.1 ms
[2021-03-29 05:21:03 main:581] : INFO : Epoch 1752 | loss: 0.0311607 | val_loss: 0.0311682 | Time: 2111.65 ms
[2021-03-29 05:21:05 main:581] : INFO : Epoch 1753 | loss: 0.0311609 | val_loss: 0.0311688 | Time: 2132.33 ms
[2021-03-29 05:21:07 main:581] : INFO : Epoch 1754 | loss: 0.03116 | val_loss: 0.0311682 | Time: 2142.36 ms
[2021-03-29 05:21:09 main:581] : INFO : Epoch 1755 | loss: 0.0311603 | val_loss: 0.0311686 | Time: 2152.86 ms
[2021-03-29 05:21:11 main:581] : INFO : Epoch 1756 | loss: 0.0311595 | val_loss: 0.0311687 | Time: 2156.27 ms
[2021-03-29 05:21:13 main:581] : INFO : Epoch 1757 | loss: 0.03116 | val_loss: 0.0311684 | Time: 2041.52 ms
[2021-03-29 05:21:16 main:581] : INFO : Epoch 1758 | loss: 0.03116 | val_loss: 0.0311688 | Time: 2053.32 ms
[2021-03-29 05:21:18 main:581] : INFO : Epoch 1759 | loss: 0.03116 | val_loss: 0.0311691 | Time: 2049.77 ms
[2021-03-29 05:21:20 main:581] : INFO : Epoch 1760 | loss: 0.0311597 | val_loss: 0.0311701 | Time: 2056.42 ms
[2021-03-29 05:21:22 main:581] : INFO : Epoch 1761 | loss: 0.0311606 | val_loss: 0.0311691 | Time: 2056.71 ms
[2021-03-29 05:21:24 main:581] : INFO : Epoch 1762 | loss: 0.0311615 | val_loss: 0.0311714 | Time: 2052.75 ms
[2021-03-29 05:21:26 main:581] : INFO : Epoch 1763 | loss: 0.0311608 | val_loss: 0.0311696 | Time: 2038.47 ms
[2021-03-29 05:21:28 main:581] : INFO : Epoch 1764 | loss: 0.0311606 | val_loss: 0.0311721 | Time: 2023.78 ms
[2021-03-29 05:21:30 main:581] : INFO : Epoch 1765 | loss: 0.0311626 | val_loss: 0.0311683 | Time: 2060.82 ms
[2021-03-29 05:21:32 main:581] : INFO : Epoch 1766 | loss: 0.0311628 | val_loss: 0.0311675 | Time: 2056.01 ms
[2021-03-29 05:21:34 main:581] : INFO : Epoch 1767 | loss: 0.0311613 | val_loss: 0.0311679 | Time: 2046.43 ms
[2021-03-29 05:21:36 main:581] : INFO : Epoch 1768 | loss: 0.0311607 | val_loss: 0.0311689 | Time: 2053.02 ms
[2021-03-29 05:21:38 main:581] : INFO : Epoch 1769 | loss: 0.0311609 | val_loss: 0.0311684 | Time: 2066.56 ms
[2021-03-29 05:21:40 main:581] : INFO : Epoch 1770 | loss: 0.0311612 | val_loss: 0.0311674 | Time: 2061.41 ms
[2021-03-29 05:21:42 main:581] : INFO : Epoch 1771 | loss: 0.0311607 | val_loss: 0.0311671 | Time: 2067.1 ms
[2021-03-29 05:21:44 main:581] : INFO : Epoch 1772 | loss: 0.0311606 | val_loss: 0.0311675 | Time: 2057.76 ms
[2021-03-29 05:21:46 main:581] : INFO : Epoch 1773 | loss: 0.0311599 | val_loss: 0.031168 | Time: 2049.53 ms
[2021-03-29 05:21:48 main:581] : INFO : Epoch 1774 | loss: 0.0311603 | val_loss: 0.0311699 | Time: 2065.75 ms
[2021-03-29 05:21:50 main:581] : INFO : Epoch 1775 | loss: 0.0311609 | val_loss: 0.0311685 | Time: 2054.45 ms
[2021-03-29 05:21:52 main:581] : INFO : Epoch 1776 | loss: 0.0311593 | val_loss: 0.0311691 | Time: 2027.36 ms
[2021-03-29 05:21:54 main:581] : INFO : Epoch 1777 | loss: 0.0311593 | val_loss: 0.0311672 | Time: 2003.26 ms
[2021-03-29 05:21:57 main:581] : INFO : Epoch 1778 | loss: 0.0311589 | val_loss: 0.0311668 | Time: 2030.37 ms
[2021-03-29 05:21:59 main:581] : INFO : Epoch 1779 | loss: 0.0311604 | val_loss: 0.0311709 | Time: 2032.82 ms
[2021-03-29 05:22:01 main:581] : INFO : Epoch 1780 | loss: 0.0311596 | val_loss: 0.0311667 | Time: 2045.95 ms
[2021-03-29 05:22:03 main:581] : INFO : Epoch 1781 | loss: 0.0311587 | val_loss: 0.0311674 | Time: 2043.4 ms
[2021-03-29 05:22:05 main:581] : INFO : Epoch 1782 | loss: 0.0311593 | val_loss: 0.0311668 | Time: 2090.49 ms
[2021-03-29 05:22:07 main:581] : INFO : Epoch 1783 | loss: 0.0311585 | val_loss: 0.0311684 | Time: 2090.62 ms
[2021-03-29 05:22:09 main:581] : INFO : Epoch 1784 | loss: 0.0311585 | val_loss: 0.0311664 | Time: 2081.33 ms
[2021-03-29 05:22:11 main:581] : INFO : Epoch 1785 | loss: 0.0311584 | val_loss: 0.0311668 | Time: 2093.72 ms
[2021-03-29 05:22:13 main:581] : INFO : Epoch 1786 | loss: 0.0311583 | val_loss: 0.0311676 | Time: 2021.43 ms
[2021-03-29 05:22:15 main:581] : INFO : Epoch 1787 | loss: 0.0311588 | val_loss: 0.0311681 | Time: 2128.64 ms
[2021-03-29 05:22:17 main:581] : INFO : Epoch 1788 | loss: 0.0311577 | val_loss: 0.0311668 | Time: 2129.23 ms
[2021-03-29 05:22:19 main:581] : INFO : Epoch 1789 | loss: 0.0311577 | val_loss: 0.0311676 | Time: 2128.73 ms
[2021-03-29 05:22:22 main:581] : INFO : Epoch 1790 | loss: 0.0311571 | val_loss: 0.0311664 | Time: 2129.2 ms
[2021-03-29 05:22:24 main:581] : INFO : Epoch 1791 | loss: 0.0311582 | val_loss: 0.0311709 | Time: 2129.84 ms
[2021-03-29 05:22:26 main:581] : INFO : Epoch 1792 | loss: 0.0311612 | val_loss: 0.0311657 | Time: 2133.84 ms
[2021-03-29 05:22:28 main:581] : INFO : Epoch 1793 | loss: 0.0311595 | val_loss: 0.0311692 | Time: 2070.32 ms
[2021-03-29 05:22:30 main:581] : INFO : Epoch 1794 | loss: 0.0311582 | val_loss: 0.0311663 | Time: 2045.55 ms
[2021-03-29 05:22:32 main:581] : INFO : Epoch 1795 | loss: 0.0311566 | val_loss: 0.031167 | Time: 2050.82 ms
[2021-03-29 05:22:34 main:581] : INFO : Epoch 1796 | loss: 0.0311566 | val_loss: 0.0311652 | Time: 2029.4 ms
[2021-03-29 05:22:36 main:581] : INFO : Epoch 1797 | loss: 0.0311575 | val_loss: 0.0311676 | Time: 2032.21 ms
[2021-03-29 05:22:38 main:581] : INFO : Epoch 1798 | loss: 0.0311593 | val_loss: 0.0311662 | Time: 2035.73 ms
[2021-03-29 05:22:40 main:581] : INFO : Epoch 1799 | loss: 0.0311581 | val_loss: 0.0311672 | Time: 2042.99 ms
[2021-03-29 05:22:42 main:581] : INFO : Epoch 1800 | loss: 0.0311583 | val_loss: 0.0311671 | Time: 2061.75 ms
[2021-03-29 05:22:44 main:581] : INFO : Epoch 1801 | loss: 0.0311578 | val_loss: 0.0311678 | Time: 2056.89 ms
[2021-03-29 05:22:46 main:581] : INFO : Epoch 1802 | loss: 0.0311591 | val_loss: 0.0311708 | Time: 2056.38 ms
[2021-03-29 05:22:48 main:581] : INFO : Epoch 1803 | loss: 0.0311585 | val_loss: 0.0311663 | Time: 2057.19 ms
[2021-03-29 05:22:50 main:581] : INFO : Epoch 1804 | loss: 0.0311568 | val_loss: 0.031166 | Time: 2019.12 ms
[2021-03-29 05:22:52 main:581] : INFO : Epoch 1805 | loss: 0.0311571 | val_loss: 0.0311663 | Time: 2053.54 ms
[2021-03-29 05:22:54 main:581] : INFO : Epoch 1806 | loss: 0.031157 | val_loss: 0.0311656 | Time: 2034.5 ms
[2021-03-29 05:22:56 main:581] : INFO : Epoch 1807 | loss: 0.0311568 | val_loss: 0.0311683 | Time: 2043.1 ms
[2021-03-29 05:22:59 main:581] : INFO : Epoch 1808 | loss: 0.0311582 | val_loss: 0.0311646 | Time: 2049.45 ms
[2021-03-29 05:23:01 main:581] : INFO : Epoch 1809 | loss: 0.0311562 | val_loss: 0.0311654 | Time: 2034.81 ms
[2021-03-29 05:23:03 main:581] : INFO : Epoch 1810 | loss: 0.031156 | val_loss: 0.0311654 | Time: 2061.46 ms
[2021-03-29 05:23:05 main:581] : INFO : Epoch 1811 | loss: 0.031156 | val_loss: 0.0311651 | Time: 2054.36 ms
[2021-03-29 05:23:07 main:581] : INFO : Epoch 1812 | loss: 0.0311554 | val_loss: 0.0311654 | Time: 2042.43 ms
[2021-03-29 05:23:09 main:581] : INFO : Epoch 1813 | loss: 0.0311553 | val_loss: 0.0311665 | Time: 2043.52 ms
[2021-03-29 05:23:11 main:581] : INFO : Epoch 1814 | loss: 0.0311553 | val_loss: 0.0311649 | Time: 2029.25 ms
[2021-03-29 05:23:13 main:581] : INFO : Epoch 1815 | loss: 0.0311552 | val_loss: 0.0311659 | Time: 2056.52 ms
[2021-03-29 05:23:15 main:581] : INFO : Epoch 1816 | loss: 0.0311552 | val_loss: 0.0311653 | Time: 2056.37 ms
[2021-03-29 05:23:17 main:581] : INFO : Epoch 1817 | loss: 0.0311545 | val_loss: 0.0311653 | Time: 2071.78 ms
[2021-03-29 05:23:19 main:581] : INFO : Epoch 1818 | loss: 0.0311538 | val_loss: 0.0311696 | Time: 2056.88 ms
[2021-03-29 05:23:21 main:581] : INFO : Epoch 1819 | loss: 0.0311545 | val_loss: 0.031167 | Time: 2061.16 ms
[2021-03-29 05:23:23 main:581] : INFO : Epoch 1820 | loss: 0.0311551 | val_loss: 0.031166 | Time: 2070.35 ms
[2021-03-29 05:23:25 main:581] : INFO : Epoch 1821 | loss: 0.0311547 | val_loss: 0.0311655 | Time: 2044.13 ms
[2021-03-29 05:23:27 main:581] : INFO : Epoch 1822 | loss: 0.0311545 | val_loss: 0.0311662 | Time: 2036.93 ms
[2021-03-29 05:23:29 main:581] : INFO : Epoch 1823 | loss: 0.0311552 | val_loss: 0.0311648 | Time: 2044.58 ms
[2021-03-29 05:23:31 main:581] : INFO : Epoch 1824 | loss: 0.0311548 | val_loss: 0.0311659 | Time: 2033.27 ms
[2021-03-29 05:23:33 main:581] : INFO : Epoch 1825 | loss: 0.0311546 | val_loss: 0.0311656 | Time: 2039.22 ms
[2021-03-29 05:23:35 main:581] : INFO : Epoch 1826 | loss: 0.0311536 | val_loss: 0.0311651 | Time: 2090.67 ms
[2021-03-29 05:23:38 main:581] : INFO : Epoch 1827 | loss: 0.0311549 | val_loss: 0.0311713 | Time: 2042.62 ms
[2021-03-29 05:23:40 main:581] : INFO : Epoch 1828 | loss: 0.0311572 | val_loss: 0.0311672 | Time: 2059.39 ms
[2021-03-29 05:23:42 main:581] : INFO : Epoch 1829 | loss: 0.0311563 | val_loss: 0.0311692 | Time: 2041.65 ms
[2021-03-29 05:23:44 main:581] : INFO : Epoch 1830 | loss: 0.0311552 | val_loss: 0.031167 | Time: 2054.23 ms
[2021-03-29 05:23:46 main:581] : INFO : Epoch 1831 | loss: 0.0311544 | val_loss: 0.0311655 | Time: 2105.62 ms
[2021-03-29 05:23:48 main:581] : INFO : Epoch 1832 | loss: 0.0311554 | val_loss: 0.0311672 | Time: 2087.69 ms
[2021-03-29 05:23:50 main:581] : INFO : Epoch 1833 | loss: 0.0311542 | val_loss: 0.0311678 | Time: 2077.73 ms
[2021-03-29 05:23:52 main:581] : INFO : Epoch 1834 | loss: 0.0311532 | val_loss: 0.0311673 | Time: 2043.43 ms
[2021-03-29 05:23:54 main:581] : INFO : Epoch 1835 | loss: 0.031153 | val_loss: 0.0311663 | Time: 2084.17 ms
[2021-03-29 05:23:56 main:581] : INFO : Epoch 1836 | loss: 0.0311538 | val_loss: 0.0311675 | Time: 2058.92 ms
[2021-03-29 05:23:58 main:581] : INFO : Epoch 1837 | loss: 0.0311539 | val_loss: 0.0311674 | Time: 2055.96 ms
[2021-03-29 05:24:00 main:581] : INFO : Epoch 1838 | loss: 0.0311539 | val_loss: 0.031165 | Time: 2036.9 ms
[2021-03-29 05:24:02 main:581] : INFO : Epoch 1839 | loss: 0.0311527 | val_loss: 0.0311658 | Time: 2061.37 ms
[2021-03-29 05:24:04 main:581] : INFO : Epoch 1840 | loss: 0.0311536 | val_loss: 0.0311659 | Time: 2048.9 ms
[2021-03-29 05:24:06 main:581] : INFO : Epoch 1841 | loss: 0.0311533 | val_loss: 0.0311652 | Time: 2061.29 ms
[2021-03-29 05:24:08 main:581] : INFO : Epoch 1842 | loss: 0.0311524 | val_loss: 0.0311669 | Time: 2060.99 ms
[2021-03-29 05:24:10 main:581] : INFO : Epoch 1843 | loss: 0.0311518 | val_loss: 0.0311696 | Time: 2042.11 ms
[2021-03-29 05:24:13 main:581] : INFO : Epoch 1844 | loss: 0.0311543 | val_loss: 0.0311671 | Time: 2059.49 ms
[2021-03-29 05:24:15 main:581] : INFO : Epoch 1845 | loss: 0.0311537 | val_loss: 0.0311697 | Time: 2077.05 ms
[2021-03-29 05:24:17 main:581] : INFO : Epoch 1846 | loss: 0.0311535 | val_loss: 0.0311713 | Time: 2041.26 ms
[2021-03-29 05:24:19 main:581] : INFO : Epoch 1847 | loss: 0.0311519 | val_loss: 0.0311689 | Time: 2036.2 ms
[2021-03-29 05:24:21 main:581] : INFO : Epoch 1848 | loss: 0.0311518 | val_loss: 0.0311671 | Time: 2040.08 ms
[2021-03-29 05:24:23 main:581] : INFO : Epoch 1849 | loss: 0.0311516 | val_loss: 0.031166 | Time: 2043.68 ms
[2021-03-29 05:24:25 main:581] : INFO : Epoch 1850 | loss: 0.0311521 | val_loss: 0.0311686 | Time: 2047.21 ms
[2021-03-29 05:24:27 main:581] : INFO : Epoch 1851 | loss: 0.031152 | val_loss: 0.0311683 | Time: 2040.1 ms
[2021-03-29 05:24:29 main:581] : INFO : Epoch 1852 | loss: 0.0311518 | val_loss: 0.0311654 | Time: 2033.05 ms
[2021-03-29 05:24:31 main:581] : INFO : Epoch 1853 | loss: 0.0311508 | val_loss: 0.0311675 | Time: 2036.69 ms
[2021-03-29 05:24:33 main:581] : INFO : Epoch 1854 | loss: 0.0311529 | val_loss: 0.0311645 | Time: 2033.44 ms
[2021-03-29 05:24:35 main:581] : INFO : Epoch 1855 | loss: 0.0311522 | val_loss: 0.0311644 | Time: 2131.81 ms
[2021-03-29 05:24:37 main:581] : INFO : Epoch 1856 | loss: 0.0311516 | val_loss: 0.0311642 | Time: 2130.67 ms
[2021-03-29 05:24:39 main:581] : INFO : Epoch 1857 | loss: 0.0311516 | val_loss: 0.031167 | Time: 2134.83 ms
[2021-03-29 05:24:41 main:581] : INFO : Epoch 1858 | loss: 0.0311519 | val_loss: 0.0311646 | Time: 2114.12 ms
[2021-03-29 05:24:44 main:581] : INFO : Epoch 1859 | loss: 0.0311516 | val_loss: 0.031166 | Time: 2060.49 ms
[2021-03-29 05:24:46 main:581] : INFO : Epoch 1860 | loss: 0.0311508 | val_loss: 0.0311651 | Time: 2048.13 ms
[2021-03-29 05:24:48 main:581] : INFO : Epoch 1861 | loss: 0.0311507 | val_loss: 0.0311655 | Time: 2043.83 ms
[2021-03-29 05:24:50 main:581] : INFO : Epoch 1862 | loss: 0.0311524 | val_loss: 0.0311637 | Time: 2046.04 ms
[2021-03-29 05:24:52 main:581] : INFO : Epoch 1863 | loss: 0.0311517 | val_loss: 0.0311647 | Time: 2052.3 ms
[2021-03-29 05:24:54 main:581] : INFO : Epoch 1864 | loss: 0.0311511 | val_loss: 0.031163 | Time: 2043.47 ms
[2021-03-29 05:24:56 main:581] : INFO : Epoch 1865 | loss: 0.0311513 | val_loss: 0.0311653 | Time: 2088.07 ms
[2021-03-29 05:24:58 main:581] : INFO : Epoch 1866 | loss: 0.0311504 | val_loss: 0.0311665 | Time: 2069.63 ms
[2021-03-29 05:25:00 main:581] : INFO : Epoch 1867 | loss: 0.0311494 | val_loss: 0.0311628 | Time: 2045.78 ms
[2021-03-29 05:25:02 main:581] : INFO : Epoch 1868 | loss: 0.0311486 | val_loss: 0.0311627 | Time: 2018.68 ms
[2021-03-29 05:25:04 main:581] : INFO : Epoch 1869 | loss: 0.0311483 | val_loss: 0.0311624 | Time: 2042.8 ms
[2021-03-29 05:25:06 main:581] : INFO : Epoch 1870 | loss: 0.031149 | val_loss: 0.0311625 | Time: 2080.56 ms
[2021-03-29 05:25:08 main:581] : INFO : Epoch 1871 | loss: 0.0311486 | val_loss: 0.0311626 | Time: 2035.56 ms
[2021-03-29 05:25:10 main:581] : INFO : Epoch 1872 | loss: 0.0311484 | val_loss: 0.0311633 | Time: 2042.94 ms
[2021-03-29 05:25:12 main:581] : INFO : Epoch 1873 | loss: 0.0311558 | val_loss: 0.0311662 | Time: 2043.94 ms
[2021-03-29 05:25:14 main:581] : INFO : Epoch 1874 | loss: 0.0311549 | val_loss: 0.0311652 | Time: 2045.83 ms
[2021-03-29 05:25:16 main:581] : INFO : Epoch 1875 | loss: 0.0311533 | val_loss: 0.0311663 | Time: 2042.15 ms
[2021-03-29 05:25:18 main:581] : INFO : Epoch 1876 | loss: 0.0311523 | val_loss: 0.031168 | Time: 2044.97 ms
[2021-03-29 05:25:20 main:581] : INFO : Epoch 1877 | loss: 0.0311519 | val_loss: 0.0311633 | Time: 2042.75 ms
[2021-03-29 05:25:22 main:581] : INFO : Epoch 1878 | loss: 0.0311513 | val_loss: 0.0311623 | Time: 2042.39 ms
[2021-03-29 05:25:25 main:581] : INFO : Epoch 1879 | loss: 0.0311511 | val_loss: 0.0311623 | Time: 2041.57 ms
[2021-03-29 05:25:27 main:581] : INFO : Epoch 1880 | loss: 0.0311506 | val_loss: 0.0311616 | Time: 2039.15 ms
[2021-03-29 05:25:29 main:581] : INFO : Epoch 1881 | loss: 0.0311494 | val_loss: 0.0311619 | Time: 2042.72 ms
[2021-03-29 05:25:31 main:581] : INFO : Epoch 1882 | loss: 0.0311498 | val_loss: 0.0311609 | Time: 2039.53 ms
[2021-03-29 05:25:33 main:581] : INFO : Epoch 1883 | loss: 0.0311493 | val_loss: 0.0311603 | Time: 2036.62 ms
[2021-03-29 05:25:35 main:581] : INFO : Epoch 1884 | loss: 0.0311488 | val_loss: 0.0311616 | Time: 2035.98 ms
[2021-03-29 05:25:37 main:581] : INFO : Epoch 1885 | loss: 0.0311497 | val_loss: 0.0311629 | Time: 2037.74 ms
[2021-03-29 05:25:39 main:581] : INFO : Epoch 1886 | loss: 0.0311488 | val_loss: 0.0311637 | Time: 2039.06 ms
[2021-03-29 05:25:41 main:581] : INFO : Epoch 1887 | loss: 0.0311487 | val_loss: 0.0311614 | Time: 2047.07 ms
[2021-03-29 05:25:43 main:581] : INFO : Epoch 1888 | loss: 0.0311484 | val_loss: 0.0311609 | Time: 2057.67 ms
[2021-03-29 05:25:45 main:581] : INFO : Epoch 1889 | loss: 0.0311485 | val_loss: 0.0311617 | Time: 2050.09 ms
[2021-03-29 05:25:47 main:581] : INFO : Epoch 1890 | loss: 0.0311475 | val_loss: 0.0311612 | Time: 2032.74 ms
[2021-03-29 05:25:49 main:581] : INFO : Epoch 1891 | loss: 0.0311474 | val_loss: 0.0311618 | Time: 2047.73 ms
[2021-03-29 05:25:51 main:581] : INFO : Epoch 1892 | loss: 0.0311492 | val_loss: 0.0311627 | Time: 2032.68 ms
[2021-03-29 05:25:53 main:581] : INFO : Epoch 1893 | loss: 0.0311484 | val_loss: 0.0311615 | Time: 2067.46 ms
[2021-03-29 05:25:55 main:581] : INFO : Epoch 1894 | loss: 0.0311484 | val_loss: 0.0311643 | Time: 2048.16 ms
[2021-03-29 05:25:57 main:581] : INFO : Epoch 1895 | loss: 0.0311496 | val_loss: 0.0311626 | Time: 2081.2 ms
[2021-03-29 05:25:59 main:581] : INFO : Epoch 1896 | loss: 0.0311483 | val_loss: 0.0311612 | Time: 2087.83 ms
[2021-03-29 05:26:01 main:581] : INFO : Epoch 1897 | loss: 0.0311481 | val_loss: 0.031162 | Time: 2076.57 ms
[2021-03-29 05:26:04 main:581] : INFO : Epoch 1898 | loss: 0.0311472 | val_loss: 0.0311597 | Time: 2084.02 ms
[2021-03-29 05:26:06 main:581] : INFO : Epoch 1899 | loss: 0.0311475 | val_loss: 0.0311607 | Time: 2044.65 ms
[2021-03-29 05:26:08 main:581] : INFO : Epoch 1900 | loss: 0.0311486 | val_loss: 0.0311672 | Time: 2033.8 ms
[2021-03-29 05:26:10 main:581] : INFO : Epoch 1901 | loss: 0.0311485 | val_loss: 0.0311628 | Time: 1974.08 ms
[2021-03-29 05:26:12 main:581] : INFO : Epoch 1902 | loss: 0.0311466 | val_loss: 0.0311606 | Time: 2016.42 ms
[2021-03-29 05:26:14 main:581] : INFO : Epoch 1903 | loss: 0.0311479 | val_loss: 0.0311615 | Time: 2023.34 ms
[2021-03-29 05:26:16 main:581] : INFO : Epoch 1904 | loss: 0.0311472 | val_loss: 0.0311633 | Time: 2022.69 ms
[2021-03-29 05:26:18 main:581] : INFO : Epoch 1905 | loss: 0.0311481 | val_loss: 0.0311639 | Time: 2016.76 ms
[2021-03-29 05:26:20 main:581] : INFO : Epoch 1906 | loss: 0.0311494 | val_loss: 0.0311646 | Time: 2037.99 ms
[2021-03-29 05:26:22 main:581] : INFO : Epoch 1907 | loss: 0.0311501 | val_loss: 0.0311631 | Time: 2062.34 ms
[2021-03-29 05:26:24 main:581] : INFO : Epoch 1908 | loss: 0.0311498 | val_loss: 0.0311635 | Time: 2051.7 ms
[2021-03-29 05:26:26 main:581] : INFO : Epoch 1909 | loss: 0.0311497 | val_loss: 0.0311656 | Time: 2035.59 ms
[2021-03-29 05:26:28 main:581] : INFO : Epoch 1910 | loss: 0.0311495 | val_loss: 0.0311643 | Time: 2047.92 ms
[2021-03-29 05:26:30 main:581] : INFO : Epoch 1911 | loss: 0.0311516 | val_loss: 0.0311643 | Time: 2116.65 ms
[2021-03-29 05:26:32 main:581] : INFO : Epoch 1912 | loss: 0.031149 | val_loss: 0.0311644 | Time: 2109.27 ms
[2021-03-29 05:26:34 main:581] : INFO : Epoch 1913 | loss: 0.0311499 | val_loss: 0.0311647 | Time: 2193.44 ms
[2021-03-29 05:26:36 main:581] : INFO : Epoch 1914 | loss: 0.0311492 | val_loss: 0.0311669 | Time: 2063.88 ms
[2021-03-29 05:26:38 main:581] : INFO : Epoch 1915 | loss: 0.031151 | val_loss: 0.031167 | Time: 2040.94 ms
[2021-03-29 05:26:40 main:581] : INFO : Epoch 1916 | loss: 0.0311492 | val_loss: 0.0311633 | Time: 2035.86 ms
[2021-03-29 05:26:42 main:581] : INFO : Epoch 1917 | loss: 0.0311487 | val_loss: 0.031164 | Time: 2027.42 ms
[2021-03-29 05:26:44 main:581] : INFO : Epoch 1918 | loss: 0.0311499 | val_loss: 0.0311643 | Time: 2034.59 ms
[2021-03-29 05:26:47 main:581] : INFO : Epoch 1919 | loss: 0.0311497 | val_loss: 0.0311627 | Time: 2075.15 ms
[2021-03-29 05:26:49 main:581] : INFO : Epoch 1920 | loss: 0.0311494 | val_loss: 0.0311666 | Time: 2108.48 ms
[2021-03-29 05:26:51 main:581] : INFO : Epoch 1921 | loss: 0.03115 | val_loss: 0.0311633 | Time: 2128.3 ms
[2021-03-29 05:26:53 main:581] : INFO : Epoch 1922 | loss: 0.0311496 | val_loss: 0.0311625 | Time: 2080.43 ms
[2021-03-29 05:26:55 main:581] : INFO : Epoch 1923 | loss: 0.0311482 | val_loss: 0.0311625 | Time: 2037.76 ms
[2021-03-29 05:26:57 main:581] : INFO : Epoch 1924 | loss: 0.031148 | val_loss: 0.0311608 | Time: 2108.65 ms
[2021-03-29 05:26:59 main:581] : INFO : Epoch 1925 | loss: 0.0311482 | val_loss: 0.0311624 | Time: 2065.55 ms
[2021-03-29 05:27:01 main:581] : INFO : Epoch 1926 | loss: 0.031151 | val_loss: 0.0311613 | Time: 2076.7 ms
[2021-03-29 05:27:03 main:581] : INFO : Epoch 1927 | loss: 0.0311564 | val_loss: 0.0311673 | Time: 2061.58 ms
[2021-03-29 05:27:05 main:581] : INFO : Epoch 1928 | loss: 0.0311576 | val_loss: 0.0311656 | Time: 2049.98 ms
[2021-03-29 05:27:07 main:581] : INFO : Epoch 1929 | loss: 0.0311547 | val_loss: 0.0311642 | Time: 2063.87 ms
[2021-03-29 05:27:09 main:581] : INFO : Epoch 1930 | loss: 0.0311542 | val_loss: 0.031165 | Time: 2045.49 ms
[2021-03-29 05:27:11 main:581] : INFO : Epoch 1931 | loss: 0.0311529 | val_loss: 0.0311635 | Time: 2086.84 ms
[2021-03-29 05:27:14 main:581] : INFO : Epoch 1932 | loss: 0.0311521 | val_loss: 0.0311656 | Time: 2040.39 ms
[2021-03-29 05:27:16 main:581] : INFO : Epoch 1933 | loss: 0.0311531 | val_loss: 0.0311631 | Time: 2039.85 ms
[2021-03-29 05:27:18 main:581] : INFO : Epoch 1934 | loss: 0.0311516 | val_loss: 0.0311645 | Time: 2042.54 ms
[2021-03-29 05:27:20 main:581] : INFO : Epoch 1935 | loss: 0.0311509 | val_loss: 0.031162 | Time: 2039.41 ms
[2021-03-29 05:27:22 main:581] : INFO : Epoch 1936 | loss: 0.031151 | val_loss: 0.0311629 | Time: 2041.62 ms
[2021-03-29 05:27:24 main:581] : INFO : Epoch 1937 | loss: 0.0311521 | val_loss: 0.0311626 | Time: 2047.5 ms
[2021-03-29 05:27:26 main:581] : INFO : Epoch 1938 | loss: 0.0311512 | val_loss: 0.0311614 | Time: 2048.14 ms
[2021-03-29 05:27:28 main:581] : INFO : Epoch 1939 | loss: 0.0311507 | val_loss: 0.031163 | Time: 2049.26 ms
[2021-03-29 05:27:30 main:581] : INFO : Epoch 1940 | loss: 0.0311514 | val_loss: 0.031163 | Time: 2042.23 ms
[2021-03-29 05:27:32 main:581] : INFO : Epoch 1941 | loss: 0.0311516 | val_loss: 0.0311619 | Time: 2047.83 ms
[2021-03-29 05:27:34 main:581] : INFO : Epoch 1942 | loss: 0.0311511 | val_loss: 0.0311607 | Time: 2049.56 ms
[2021-03-29 05:27:36 main:581] : INFO : Epoch 1943 | loss: 0.0311503 | val_loss: 0.0311624 | Time: 2041.34 ms
[2021-03-29 05:27:38 main:581] : INFO : Epoch 1944 | loss: 0.0311504 | val_loss: 0.0311619 | Time: 2051.35 ms
[2021-03-29 05:27:40 main:581] : INFO : Epoch 1945 | loss: 0.0311511 | val_loss: 0.0311624 | Time: 2049.58 ms
[2021-03-29 05:27:42 main:581] : INFO : Epoch 1946 | loss: 0.0311496 | val_loss: 0.0311658 | Time: 2046.92 ms
[2021-03-29 05:27:44 main:581] : INFO : Epoch 1947 | loss: 0.0311503 | val_loss: 0.0311636 | Time: 2054.96 ms
[2021-03-29 05:27:46 main:581] : INFO : Epoch 1948 | loss: 0.0311502 | val_loss: 0.031162 | Time: 2055.17 ms
[2021-03-29 05:27:48 main:581] : INFO : Epoch 1949 | loss: 0.0311509 | val_loss: 0.0311664 | Time: 2055.47 ms
[2021-03-29 05:27:50 main:581] : INFO : Epoch 1950 | loss: 0.0311512 | val_loss: 0.0311625 | Time: 2056.43 ms
[2021-03-29 05:27:52 main:581] : INFO : Epoch 1951 | loss: 0.0311495 | val_loss: 0.0311622 | Time: 2053.61 ms
[2021-03-29 05:27:54 main:581] : INFO : Epoch 1952 | loss: 0.03115 | val_loss: 0.0311635 | Time: 2049.5 ms
[2021-03-29 05:27:57 main:581] : INFO : Epoch 1953 | loss: 0.0311518 | val_loss: 0.0311631 | Time: 2052.18 ms
[2021-03-29 05:27:59 main:581] : INFO : Epoch 1954 | loss: 0.0311527 | val_loss: 0.0311609 | Time: 2053.26 ms
[2021-03-29 05:28:01 main:581] : INFO : Epoch 1955 | loss: 0.0311516 | val_loss: 0.0311615 | Time: 2053.66 ms
[2021-03-29 05:28:03 main:581] : INFO : Epoch 1956 | loss: 0.0311514 | val_loss: 0.0311638 | Time: 2054.25 ms
[2021-03-29 05:28:05 main:581] : INFO : Epoch 1957 | loss: 0.0311521 | val_loss: 0.0311619 | Time: 2054.29 ms
[2021-03-29 05:28:07 main:581] : INFO : Epoch 1958 | loss: 0.031152 | val_loss: 0.0311652 | Time: 2051.81 ms
[2021-03-29 05:28:09 main:581] : INFO : Epoch 1959 | loss: 0.0311518 | val_loss: 0.0311625 | Time: 2059.73 ms
[2021-03-29 05:28:11 main:581] : INFO : Epoch 1960 | loss: 0.0311504 | val_loss: 0.031165 | Time: 2041.9 ms
[2021-03-29 05:28:13 main:581] : INFO : Epoch 1961 | loss: 0.0311501 | val_loss: 0.0311631 | Time: 2052 ms
[2021-03-29 05:28:15 main:581] : INFO : Epoch 1962 | loss: 0.0311499 | val_loss: 0.0311614 | Time: 2053.74 ms
[2021-03-29 05:28:17 main:581] : INFO : Epoch 1963 | loss: 0.0311492 | val_loss: 0.0311623 | Time: 2052.48 ms
[2021-03-29 05:28:19 main:581] : INFO : Epoch 1964 | loss: 0.03115 | val_loss: 0.0311624 | Time: 2062.71 ms
[2021-03-29 05:28:21 main:581] : INFO : Epoch 1965 | loss: 0.031149 | val_loss: 0.0311622 | Time: 2055.1 ms
[2021-03-29 05:28:23 main:581] : INFO : Epoch 1966 | loss: 0.0311514 | val_loss: 0.0311668 | Time: 2052.39 ms
[2021-03-29 05:28:25 main:581] : INFO : Epoch 1967 | loss: 0.031151 | val_loss: 0.0311695 | Time: 2058.71 ms
[2021-03-29 05:28:27 main:581] : INFO : Epoch 1968 | loss: 0.0311532 | val_loss: 0.031166 | Time: 2053.73 ms
[2021-03-29 05:28:29 main:581] : INFO : Epoch 1969 | loss: 0.0311501 | val_loss: 0.0311654 | Time: 2054.18 ms
[2021-03-29 05:28:31 main:581] : INFO : Epoch 1970 | loss: 0.0311483 | val_loss: 0.0311621 | Time: 2056.56 ms
[2021-03-29 05:28:34 main:581] : INFO : Epoch 1971 | loss: 0.0311479 | val_loss: 0.0311625 | Time: 2041.43 ms
[2021-03-29 05:28:36 main:581] : INFO : Epoch 1972 | loss: 0.0311481 | val_loss: 0.0311614 | Time: 2040.23 ms
[2021-03-29 05:28:38 main:581] : INFO : Epoch 1973 | loss: 0.0311483 | val_loss: 0.0311641 | Time: 2062.39 ms
[2021-03-29 05:28:40 main:581] : INFO : Epoch 1974 | loss: 0.0311495 | val_loss: 0.0311638 | Time: 2020.61 ms
[2021-03-29 05:28:42 main:581] : INFO : Epoch 1975 | loss: 0.0311517 | val_loss: 0.0311643 | Time: 2068.33 ms
[2021-03-29 05:28:44 main:581] : INFO : Epoch 1976 | loss: 0.0311505 | val_loss: 0.0311618 | Time: 2032.04 ms
[2021-03-29 05:28:46 main:581] : INFO : Epoch 1977 | loss: 0.031151 | val_loss: 0.0311633 | Time: 2031.42 ms
[2021-03-29 05:28:48 main:581] : INFO : Epoch 1978 | loss: 0.0311509 | val_loss: 0.0311625 | Time: 2063.44 ms
[2021-03-29 05:28:50 main:581] : INFO : Epoch 1979 | loss: 0.0311522 | val_loss: 0.0311621 | Time: 2049.79 ms
[2021-03-29 05:28:52 main:581] : INFO : Epoch 1980 | loss: 0.0311548 | val_loss: 0.0311639 | Time: 2051.1 ms
[2021-03-29 05:28:54 main:581] : INFO : Epoch 1981 | loss: 0.0311539 | val_loss: 0.0311683 | Time: 2040.38 ms
[2021-03-29 05:28:56 main:581] : INFO : Epoch 1982 | loss: 0.0311562 | val_loss: 0.0311635 | Time: 2049.07 ms
[2021-03-29 05:28:58 main:581] : INFO : Epoch 1983 | loss: 0.0311568 | val_loss: 0.0311636 | Time: 2045.81 ms
[2021-03-29 05:29:00 main:581] : INFO : Epoch 1984 | loss: 0.0311543 | val_loss: 0.0311637 | Time: 2048.23 ms
[2021-03-29 05:29:02 main:581] : INFO : Epoch 1985 | loss: 0.0311546 | val_loss: 0.0311622 | Time: 2041.27 ms
[2021-03-29 05:29:04 main:581] : INFO : Epoch 1986 | loss: 0.031153 | val_loss: 0.031166 | Time: 2040.15 ms
[2021-03-29 05:29:06 main:581] : INFO : Epoch 1987 | loss: 0.0311548 | val_loss: 0.031162 | Time: 2026.78 ms
[2021-03-29 05:29:08 main:581] : INFO : Epoch 1988 | loss: 0.0311531 | val_loss: 0.0311631 | Time: 2070.45 ms
[2021-03-29 05:29:10 main:581] : INFO : Epoch 1989 | loss: 0.0311545 | val_loss: 0.0311644 | Time: 2096.41 ms
[2021-03-29 05:29:13 main:581] : INFO : Epoch 1990 | loss: 0.0311531 | val_loss: 0.0311643 | Time: 2120.27 ms
[2021-03-29 05:29:15 main:581] : INFO : Epoch 1991 | loss: 0.0311525 | val_loss: 0.0311641 | Time: 2042.77 ms
[2021-03-29 05:29:17 main:581] : INFO : Epoch 1992 | loss: 0.0311523 | val_loss: 0.031163 | Time: 2061.99 ms
[2021-03-29 05:29:19 main:581] : INFO : Epoch 1993 | loss: 0.0311517 | val_loss: 0.0311627 | Time: 2130.23 ms
[2021-03-29 05:29:21 main:581] : INFO : Epoch 1994 | loss: 0.0311512 | val_loss: 0.0311625 | Time: 2118.93 ms
[2021-03-29 05:29:23 main:581] : INFO : Epoch 1995 | loss: 0.0311519 | val_loss: 0.0311643 | Time: 2087.17 ms
[2021-03-29 05:29:25 main:581] : INFO : Epoch 1996 | loss: 0.0311519 | val_loss: 0.0311642 | Time: 2061.87 ms
[2021-03-29 05:29:27 main:581] : INFO : Epoch 1997 | loss: 0.0311517 | val_loss: 0.0311655 | Time: 2067.28 ms
[2021-03-29 05:29:29 main:581] : INFO : Epoch 1998 | loss: 0.0311525 | val_loss: 0.0311631 | Time: 2048.51 ms
[2021-03-29 05:29:31 main:581] : INFO : Epoch 1999 | loss: 0.0311534 | val_loss: 0.0311627 | Time: 2044.31 ms
[2021-03-29 05:29:33 main:581] : INFO : Epoch 2000 | loss: 0.0311533 | val_loss: 0.0311625 | Time: 2049.82 ms
[2021-03-29 05:29:35 main:581] : INFO : Epoch 2001 | loss: 0.0311527 | val_loss: 0.0311623 | Time: 2055.7 ms
[2021-03-29 05:29:37 main:581] : INFO : Epoch 2002 | loss: 0.0311521 | val_loss: 0.0311609 | Time: 2055.74 ms
[2021-03-29 05:29:39 main:581] : INFO : Epoch 2003 | loss: 0.0311526 | val_loss: 0.0311635 | Time: 2054.17 ms
[2021-03-29 05:29:41 main:581] : INFO : Epoch 2004 | loss: 0.0311534 | val_loss: 0.0311637 | Time: 2042.47 ms
[2021-03-29 05:29:43 main:581] : INFO : Epoch 2005 | loss: 0.0311528 | val_loss: 0.0311618 | Time: 2044.5 ms
[2021-03-29 05:29:46 main:581] : INFO : Epoch 2006 | loss: 0.0311524 | val_loss: 0.0311628 | Time: 2049.4 ms
[2021-03-29 05:29:48 main:581] : INFO : Epoch 2007 | loss: 0.0311523 | val_loss: 0.0311635 | Time: 2046.9 ms
[2021-03-29 05:29:50 main:581] : INFO : Epoch 2008 | loss: 0.0311522 | val_loss: 0.031164 | Time: 2080.22 ms
[2021-03-29 05:29:52 main:581] : INFO : Epoch 2009 | loss: 0.0311527 | val_loss: 0.0311663 | Time: 2063.68 ms
[2021-03-29 05:29:54 main:581] : INFO : Epoch 2010 | loss: 0.031153 | val_loss: 0.0311631 | Time: 2034.93 ms
[2021-03-29 05:29:56 main:581] : INFO : Epoch 2011 | loss: 0.0311519 | val_loss: 0.0311632 | Time: 2037.56 ms
[2021-03-29 05:29:58 main:581] : INFO : Epoch 2012 | loss: 0.031151 | val_loss: 0.0311624 | Time: 2050.06 ms
[2021-03-29 05:30:00 main:581] : INFO : Epoch 2013 | loss: 0.0311526 | val_loss: 0.0311652 | Time: 2054.4 ms
[2021-03-29 05:30:02 main:581] : INFO : Epoch 2014 | loss: 0.0311516 | val_loss: 0.0311616 | Time: 2029.63 ms
[2021-03-29 05:30:04 main:581] : INFO : Epoch 2015 | loss: 0.0311505 | val_loss: 0.0311632 | Time: 2067.18 ms
[2021-03-29 05:30:06 main:581] : INFO : Epoch 2016 | loss: 0.0311512 | val_loss: 0.0311626 | Time: 2041.96 ms
[2021-03-29 05:30:08 main:581] : INFO : Epoch 2017 | loss: 0.0311512 | val_loss: 0.0311652 | Time: 2036.98 ms
[2021-03-29 05:30:10 main:581] : INFO : Epoch 2018 | loss: 0.031153 | val_loss: 0.0311649 | Time: 2058.1 ms
[2021-03-29 05:30:12 main:581] : INFO : Epoch 2019 | loss: 0.0311517 | val_loss: 0.0311648 | Time: 2097.08 ms
[2021-03-29 05:30:14 main:581] : INFO : Epoch 2020 | loss: 0.0311506 | val_loss: 0.031163 | Time: 2099.9 ms
[2021-03-29 05:30:16 main:581] : INFO : Epoch 2021 | loss: 0.0311513 | val_loss: 0.031163 | Time: 2077.4 ms
[2021-03-29 05:30:18 main:581] : INFO : Epoch 2022 | loss: 0.0311515 | val_loss: 0.0311627 | Time: 2039.4 ms
[2021-03-29 05:30:20 main:581] : INFO : Epoch 2023 | loss: 0.0311506 | val_loss: 0.0311677 | Time: 2051.19 ms
[2021-03-29 05:30:23 main:581] : INFO : Epoch 2024 | loss: 0.0311534 | val_loss: 0.0311657 | Time: 2027.41 ms
[2021-03-29 05:30:25 main:581] : INFO : Epoch 2025 | loss: 0.0311521 | val_loss: 0.031167 | Time: 2027.7 ms
[2021-03-29 05:30:27 main:581] : INFO : Epoch 2026 | loss: 0.0311512 | val_loss: 0.0311636 | Time: 2039.06 ms
[2021-03-29 05:30:29 main:581] : INFO : Epoch 2027 | loss: 0.0311502 | val_loss: 0.0311624 | Time: 2060.76 ms
[2021-03-29 05:30:31 main:581] : INFO : Epoch 2028 | loss: 0.0311499 | val_loss: 0.0311653 | Time: 2068.57 ms
[2021-03-29 05:30:33 main:581] : INFO : Epoch 2029 | loss: 0.0311507 | val_loss: 0.0311599 | Time: 2042.38 ms
[2021-03-29 05:30:35 main:581] : INFO : Epoch 2030 | loss: 0.03115 | val_loss: 0.0311608 | Time: 2087.58 ms
[2021-03-29 05:30:37 main:581] : INFO : Epoch 2031 | loss: 0.0311496 | val_loss: 0.0311664 | Time: 2069.86 ms
[2021-03-29 05:30:39 main:581] : INFO : Epoch 2032 | loss: 0.0311502 | val_loss: 0.0311651 | Time: 2066.95 ms
[2021-03-29 05:30:41 main:581] : INFO : Epoch 2033 | loss: 0.0311485 | val_loss: 0.0311633 | Time: 2040.92 ms
[2021-03-29 05:30:43 main:581] : INFO : Epoch 2034 | loss: 0.0311498 | val_loss: 0.0311627 | Time: 2050.72 ms
[2021-03-29 05:30:45 main:581] : INFO : Epoch 2035 | loss: 0.0311499 | val_loss: 0.0311635 | Time: 2036.21 ms
[2021-03-29 05:30:47 main:581] : INFO : Epoch 2036 | loss: 0.0311508 | val_loss: 0.0311632 | Time: 2036.54 ms
[2021-03-29 05:30:49 main:581] : INFO : Epoch 2037 | loss: 0.0311504 | val_loss: 0.0311627 | Time: 2039.81 ms
[2021-03-29 05:30:51 main:581] : INFO : Epoch 2038 | loss: 0.0311532 | val_loss: 0.0311638 | Time: 2042.7 ms
[2021-03-29 05:30:53 main:581] : INFO : Epoch 2039 | loss: 0.0311529 | val_loss: 0.0311611 | Time: 2039.04 ms
[2021-03-29 05:30:55 main:581] : INFO : Epoch 2040 | loss: 0.0311513 | val_loss: 0.0311669 | Time: 2036.73 ms
[2021-03-29 05:30:57 main:581] : INFO : Epoch 2041 | loss: 0.0311529 | val_loss: 0.0311612 | Time: 2046.82 ms
[2021-03-29 05:30:59 main:581] : INFO : Epoch 2042 | loss: 0.0311497 | val_loss: 0.0311624 | Time: 2036.19 ms
[2021-03-29 05:31:02 main:581] : INFO : Epoch 2043 | loss: 0.0311493 | val_loss: 0.0311622 | Time: 2108.64 ms
[2021-03-29 05:31:04 main:581] : INFO : Epoch 2044 | loss: 0.0311495 | val_loss: 0.0311626 | Time: 2028.48 ms
[2021-03-29 05:31:06 main:581] : INFO : Epoch 2045 | loss: 0.0311484 | val_loss: 0.0311616 | Time: 2019.48 ms
[2021-03-29 05:31:08 main:581] : INFO : Epoch 2046 | loss: 0.0311478 | val_loss: 0.0311614 | Time: 2041.07 ms
[2021-03-29 05:31:10 main:581] : INFO : Epoch 2047 | loss: 0.0311485 | val_loss: 0.0311657 | Time: 2028.4 ms
[2021-03-29 05:31:12 main:581] : INFO : Epoch 2048 | loss: 0.0311487 | val_loss: 0.0311638 | Time: 2038.6 ms
[2021-03-29 05:31:12 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311638
[2021-03-29 05:31:12 main:610] : INFO : Saving end state to config to file
[2021-03-29 05:31:12 main:615] : INFO : Success, exiting..
05:31:12 (416230): 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)