Task 10739291
| Name | ParityModified-1638632636-14307-2-0_1 |
| Workunit | 7559113 |
| Created | 13 Jan 2022, 14:49:15 UTC |
| Sent | 13 Jan 2022, 15:23:30 UTC |
| Report deadline | 21 Jan 2022, 15:23:30 UTC |
| Received | 13 Jan 2022, 20:14:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10549 |
| Run time | 1 hours 13 min 2 sec |
| CPU time | 1 hours 9 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,248.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311824 | val_loss: 0.0311833 | Time: 2014.15 ms
[2022-01-13 20:50:09 main:574] : INFO : Epoch 1543 | loss: 0.0311783 | val_loss: 0.0311822 | Time: 2053.73 ms
[2022-01-13 20:50:11 main:574] : INFO : Epoch 1544 | loss: 0.0311769 | val_loss: 0.0311823 | Time: 2078.64 ms
[2022-01-13 20:50:13 main:574] : INFO : Epoch 1545 | loss: 0.0311768 | val_loss: 0.0311815 | Time: 2025.83 ms
[2022-01-13 20:50:15 main:574] : INFO : Epoch 1546 | loss: 0.0311759 | val_loss: 0.0311806 | Time: 2064.97 ms
[2022-01-13 20:50:17 main:574] : INFO : Epoch 1547 | loss: 0.0311758 | val_loss: 0.03118 | Time: 2097.87 ms
[2022-01-13 20:50:19 main:574] : INFO : Epoch 1548 | loss: 0.0311745 | val_loss: 0.0311823 | Time: 2113.18 ms
[2022-01-13 20:50:21 main:574] : INFO : Epoch 1549 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 2040.62 ms
[2022-01-13 20:50:23 main:574] : INFO : Epoch 1550 | loss: 0.0311745 | val_loss: 0.0311808 | Time: 2044.1 ms
[2022-01-13 20:50:25 main:574] : INFO : Epoch 1551 | loss: 0.0311762 | val_loss: 0.0311851 | Time: 2131.08 ms
[2022-01-13 20:50:28 main:574] : INFO : Epoch 1552 | loss: 0.0311761 | val_loss: 0.0311844 | Time: 2095.5 ms
[2022-01-13 20:50:30 main:574] : INFO : Epoch 1553 | loss: 0.0311737 | val_loss: 0.0311798 | Time: 2097.24 ms
[2022-01-13 20:50:32 main:574] : INFO : Epoch 1554 | loss: 0.0311733 | val_loss: 0.0311791 | Time: 2075.54 ms
[2022-01-13 20:50:34 main:574] : INFO : Epoch 1555 | loss: 0.0311729 | val_loss: 0.0311801 | Time: 2070.35 ms
[2022-01-13 20:50:36 main:574] : INFO : Epoch 1556 | loss: 0.031173 | val_loss: 0.0311787 | Time: 2071.12 ms
[2022-01-13 20:50:38 main:574] : INFO : Epoch 1557 | loss: 0.0311727 | val_loss: 0.0311796 | Time: 2079.85 ms
[2022-01-13 20:50:40 main:574] : INFO : Epoch 1558 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 2068.32 ms
[2022-01-13 20:50:42 main:574] : INFO : Epoch 1559 | loss: 0.0311718 | val_loss: 0.0311803 | Time: 2103.34 ms
[2022-01-13 20:50:45 main:574] : INFO : Epoch 1560 | loss: 0.0311725 | val_loss: 0.0311807 | Time: 2152.21 ms
[2022-01-13 20:50:47 main:574] : INFO : Epoch 1561 | loss: 0.031174 | val_loss: 0.0311841 | Time: 2130.59 ms
[2022-01-13 20:50:49 main:574] : INFO : Epoch 1562 | loss: 0.0311736 | val_loss: 0.0311801 | Time: 2103.28 ms
[2022-01-13 20:50:51 main:574] : INFO : Epoch 1563 | loss: 0.0311747 | val_loss: 0.0311804 | Time: 2103.22 ms
[2022-01-13 20:50:53 main:574] : INFO : Epoch 1564 | loss: 0.031172 | val_loss: 0.0311778 | Time: 2113.68 ms
[2022-01-13 20:50:55 main:574] : INFO : Epoch 1565 | loss: 0.0311722 | val_loss: 0.0311789 | Time: 2099.02 ms
[2022-01-13 20:50:58 main:574] : INFO : Epoch 1566 | loss: 0.0311713 | val_loss: 0.0311825 | Time: 2071.81 ms
[2022-01-13 20:51:00 main:574] : INFO : Epoch 1567 | loss: 0.0311717 | val_loss: 0.0311775 | Time: 2073.1 ms
[2022-01-13 20:51:02 main:574] : INFO : Epoch 1568 | loss: 0.0311698 | val_loss: 0.0311783 | Time: 2098.27 ms
[2022-01-13 20:51:04 main:574] : INFO : Epoch 1569 | loss: 0.03117 | val_loss: 0.0311774 | Time: 2114.49 ms
[2022-01-13 20:51:06 main:574] : INFO : Epoch 1570 | loss: 0.03117 | val_loss: 0.0311779 | Time: 2090.83 ms
[2022-01-13 20:51:08 main:574] : INFO : Epoch 1571 | loss: 0.0311719 | val_loss: 0.0311766 | Time: 2071.32 ms
[2022-01-13 20:51:10 main:574] : INFO : Epoch 1572 | loss: 0.0311709 | val_loss: 0.0311783 | Time: 2082.65 ms
[2022-01-13 20:51:13 main:574] : INFO : Epoch 1573 | loss: 0.0311717 | val_loss: 0.0311761 | Time: 2095.38 ms
[2022-01-13 20:51:15 main:574] : INFO : Epoch 1574 | loss: 0.0311696 | val_loss: 0.0311771 | Time: 2033.94 ms
[2022-01-13 20:51:17 main:574] : INFO : Epoch 1575 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 2072.27 ms
[2022-01-13 20:51:19 main:574] : INFO : Epoch 1576 | loss: 0.0311703 | val_loss: 0.0311818 | Time: 2093.86 ms
[2022-01-13 20:51:21 main:574] : INFO : Epoch 1577 | loss: 0.0311699 | val_loss: 0.0311802 | Time: 2063.26 ms
[2022-01-13 20:51:23 main:574] : INFO : Epoch 1578 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 2076.71 ms
[2022-01-13 20:51:25 main:574] : INFO : Epoch 1579 | loss: 0.0311753 | val_loss: 0.0311814 | Time: 2062.61 ms
[2022-01-13 20:51:27 main:574] : INFO : Epoch 1580 | loss: 0.0311765 | val_loss: 0.0311886 | Time: 2050.19 ms
[2022-01-13 20:51:30 main:574] : INFO : Epoch 1581 | loss: 0.0311767 | val_loss: 0.0311813 | Time: 2025.06 ms
[2022-01-13 20:51:32 main:574] : INFO : Epoch 1582 | loss: 0.0311722 | val_loss: 0.031179 | Time: 2115.64 ms
[2022-01-13 20:51:34 main:574] : INFO : Epoch 1583 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 2074.52 ms
[2022-01-13 20:51:36 main:574] : INFO : Epoch 1584 | loss: 0.0311709 | val_loss: 0.0311838 | Time: 2071.92 ms
[2022-01-13 20:51:38 main:574] : INFO : Epoch 1585 | loss: 0.0311708 | val_loss: 0.0311786 | Time: 2094.86 ms
[2022-01-13 20:51:40 main:574] : INFO : Epoch 1586 | loss: 0.0311695 | val_loss: 0.0311809 | Time: 2075.07 ms
[2022-01-13 20:51:42 main:574] : INFO : Epoch 1587 | loss: 0.0311716 | val_loss: 0.0311796 | Time: 2098.45 ms
[2022-01-13 20:51:44 main:574] : INFO : Epoch 1588 | loss: 0.0311696 | val_loss: 0.0311807 | Time: 2090.88 ms
[2022-01-13 20:51:47 main:574] : INFO : Epoch 1589 | loss: 0.03117 | val_loss: 0.0311792 | Time: 2066.28 ms
[2022-01-13 20:51:49 main:574] : INFO : Epoch 1590 | loss: 0.0311703 | val_loss: 0.0311804 | Time: 2087.49 ms
[2022-01-13 20:51:51 main:574] : INFO : Epoch 1591 | loss: 0.0311687 | val_loss: 0.031179 | Time: 2098.49 ms
[2022-01-13 20:51:53 main:574] : INFO : Epoch 1592 | loss: 0.0311703 | val_loss: 0.0311857 | Time: 2222.65 ms
[2022-01-13 20:51:55 main:574] : INFO : Epoch 1593 | loss: 0.0311696 | val_loss: 0.0311783 | Time: 2139.89 ms
[2022-01-13 20:51:58 main:574] : INFO : Epoch 1594 | loss: 0.0311717 | val_loss: 0.0311776 | Time: 2177.38 ms
[2022-01-13 20:52:00 main:574] : INFO : Epoch 1595 | loss: 0.0311711 | val_loss: 0.0311768 | Time: 2154.03 ms
[2022-01-13 20:52:02 main:574] : INFO : Epoch 1596 | loss: 0.0311703 | val_loss: 0.0311765 | Time: 2138.26 ms
[2022-01-13 20:52:04 main:574] : INFO : Epoch 1597 | loss: 0.0311727 | val_loss: 0.0311824 | Time: 2086.65 ms
[2022-01-13 20:52:06 main:574] : INFO : Epoch 1598 | loss: 0.0311743 | val_loss: 0.0311826 | Time: 2116.02 ms
[2022-01-13 20:52:08 main:574] : INFO : Epoch 1599 | loss: 0.0311746 | val_loss: 0.0311808 | Time: 2080.86 ms
[2022-01-13 20:52:10 main:574] : INFO : Epoch 1600 | loss: 0.0311781 | val_loss: 0.0311804 | Time: 2105.71 ms
[2022-01-13 20:52:13 main:574] : INFO : Epoch 1601 | loss: 0.0311754 | val_loss: 0.0311791 | Time: 2112.31 ms
[2022-01-13 20:52:15 main:574] : INFO : Epoch 1602 | loss: 0.0311737 | val_loss: 0.0311789 | Time: 2114.6 ms
[2022-01-13 20:52:17 main:574] : INFO : Epoch 1603 | loss: 0.0311727 | val_loss: 0.0311786 | Time: 2138.84 ms
[2022-01-13 20:52:19 main:574] : INFO : Epoch 1604 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 2115.89 ms
[2022-01-13 20:52:21 main:574] : INFO : Epoch 1605 | loss: 0.0311692 | val_loss: 0.0311762 | Time: 2079.27 ms
[2022-01-13 20:52:23 main:574] : INFO : Epoch 1606 | loss: 0.0311691 | val_loss: 0.0311765 | Time: 2117.65 ms
[2022-01-13 20:52:26 main:574] : INFO : Epoch 1607 | loss: 0.0311685 | val_loss: 0.0311781 | Time: 2082.33 ms
[2022-01-13 20:52:28 main:574] : INFO : Epoch 1608 | loss: 0.0311685 | val_loss: 0.0311763 | Time: 2123.65 ms
[2022-01-13 20:52:30 main:574] : INFO : Epoch 1609 | loss: 0.0311689 | val_loss: 0.0311758 | Time: 2127.09 ms
[2022-01-13 20:52:32 main:574] : INFO : Epoch 1610 | loss: 0.0311685 | val_loss: 0.031176 | Time: 2099.01 ms
[2022-01-13 20:52:34 main:574] : INFO : Epoch 1611 | loss: 0.0311673 | val_loss: 0.0311762 | Time: 2102.44 ms
[2022-01-13 20:52:36 main:574] : INFO : Epoch 1612 | loss: 0.0311674 | val_loss: 0.0311783 | Time: 2113.92 ms
[2022-01-13 20:52:39 main:574] : INFO : Epoch 1613 | loss: 0.0311677 | val_loss: 0.0311758 | Time: 2098.61 ms
[2022-01-13 20:52:41 main:574] : INFO : Epoch 1614 | loss: 0.0311669 | val_loss: 0.0311786 | Time: 2103.83 ms
[2022-01-13 20:52:43 main:574] : INFO : Epoch 1615 | loss: 0.0311681 | val_loss: 0.0311782 | Time: 2077.67 ms
[2022-01-13 20:52:45 main:574] : INFO : Epoch 1616 | loss: 0.0311667 | val_loss: 0.031177 | Time: 2088.78 ms
[2022-01-13 20:52:47 main:574] : INFO : Epoch 1617 | loss: 0.0311673 | val_loss: 0.0311767 | Time: 2104.5 ms
[2022-01-13 20:52:49 main:574] : INFO : Epoch 1618 | loss: 0.0311673 | val_loss: 0.0311767 | Time: 2098.21 ms
[2022-01-13 20:52:51 main:574] : INFO : Epoch 1619 | loss: 0.0311668 | val_loss: 0.0311777 | Time: 2149.93 ms
[2022-01-13 20:52:54 main:574] : INFO : Epoch 1620 | loss: 0.0311672 | val_loss: 0.0311757 | Time: 2079.43 ms
[2022-01-13 20:52:56 main:574] : INFO : Epoch 1621 | loss: 0.0311665 | val_loss: 0.031177 | Time: 2097.51 ms
[2022-01-13 20:52:58 main:574] : INFO : Epoch 1622 | loss: 0.0311653 | val_loss: 0.0311752 | Time: 2084.84 ms
[2022-01-13 20:53:00 main:574] : INFO : Epoch 1623 | loss: 0.031166 | val_loss: 0.0311758 | Time: 2085.55 ms
[2022-01-13 20:53:02 main:574] : INFO : Epoch 1624 | loss: 0.0311674 | val_loss: 0.031175 | Time: 2057.05 ms
[2022-01-13 20:53:04 main:574] : INFO : Epoch 1625 | loss: 0.0311673 | val_loss: 0.0311743 | Time: 2057.26 ms
[2022-01-13 20:53:06 main:574] : INFO : Epoch 1626 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 2067.71 ms
[2022-01-13 20:53:08 main:574] : INFO : Epoch 1627 | loss: 0.0311674 | val_loss: 0.0311752 | Time: 2077.3 ms
[2022-01-13 20:53:10 main:574] : INFO : Epoch 1628 | loss: 0.0311686 | val_loss: 0.0311788 | Time: 2086.53 ms
[2022-01-13 20:53:12 main:574] : INFO : Epoch 1629 | loss: 0.0311683 | val_loss: 0.031177 | Time: 2062.71 ms
[2022-01-13 20:53:15 main:574] : INFO : Epoch 1630 | loss: 0.0311666 | val_loss: 0.0311742 | Time: 2067.95 ms
[2022-01-13 20:53:17 main:574] : INFO : Epoch 1631 | loss: 0.0311655 | val_loss: 0.0311753 | Time: 2083.67 ms
[2022-01-13 20:53:19 main:574] : INFO : Epoch 1632 | loss: 0.0311648 | val_loss: 0.0311732 | Time: 2087.33 ms
[2022-01-13 20:53:21 main:574] : INFO : Epoch 1633 | loss: 0.0311637 | val_loss: 0.0311775 | Time: 2091.39 ms
[2022-01-13 20:53:23 main:574] : INFO : Epoch 1634 | loss: 0.031164 | val_loss: 0.0311748 | Time: 2038.95 ms
[2022-01-13 20:53:25 main:574] : INFO : Epoch 1635 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 2090.15 ms
[2022-01-13 20:53:27 main:574] : INFO : Epoch 1636 | loss: 0.0311636 | val_loss: 0.0311747 | Time: 2095.57 ms
[2022-01-13 20:53:29 main:574] : INFO : Epoch 1637 | loss: 0.0311646 | val_loss: 0.031177 | Time: 2094.76 ms
[2022-01-13 20:53:32 main:574] : INFO : Epoch 1638 | loss: 0.0311641 | val_loss: 0.0311738 | Time: 2081.76 ms
[2022-01-13 20:53:34 main:574] : INFO : Epoch 1639 | loss: 0.0311627 | val_loss: 0.031174 | Time: 2113.17 ms
[2022-01-13 20:53:36 main:574] : INFO : Epoch 1640 | loss: 0.0311619 | val_loss: 0.0311768 | Time: 2121.41 ms
[2022-01-13 20:53:38 main:574] : INFO : Epoch 1641 | loss: 0.0311622 | val_loss: 0.031175 | Time: 2119.75 ms
[2022-01-13 20:53:40 main:574] : INFO : Epoch 1642 | loss: 0.0311624 | val_loss: 0.0311762 | Time: 2085.65 ms
[2022-01-13 20:53:42 main:574] : INFO : Epoch 1643 | loss: 0.0311623 | val_loss: 0.031175 | Time: 2094.6 ms
[2022-01-13 20:53:45 main:574] : INFO : Epoch 1644 | loss: 0.0311613 | val_loss: 0.0311746 | Time: 2147.28 ms
[2022-01-13 20:53:47 main:574] : INFO : Epoch 1645 | loss: 0.0311608 | val_loss: 0.0311761 | Time: 2098.43 ms
[2022-01-13 20:53:49 main:574] : INFO : Epoch 1646 | loss: 0.031161 | val_loss: 0.0311758 | Time: 2111.75 ms
[2022-01-13 20:53:51 main:574] : INFO : Epoch 1647 | loss: 0.0311605 | val_loss: 0.031178 | Time: 2109.61 ms
[2022-01-13 20:53:53 main:574] : INFO : Epoch 1648 | loss: 0.0311625 | val_loss: 0.0311742 | Time: 2080.69 ms
[2022-01-13 20:53:55 main:574] : INFO : Epoch 1649 | loss: 0.0311635 | val_loss: 0.0311763 | Time: 2088.54 ms
[2022-01-13 20:53:57 main:574] : INFO : Epoch 1650 | loss: 0.0311623 | val_loss: 0.0311737 | Time: 2067.53 ms
[2022-01-13 20:54:00 main:574] : INFO : Epoch 1651 | loss: 0.0311615 | val_loss: 0.0311751 | Time: 2113 ms
[2022-01-13 20:54:02 main:574] : INFO : Epoch 1652 | loss: 0.0311608 | val_loss: 0.031177 | Time: 2100.6 ms
[2022-01-13 20:54:04 main:574] : INFO : Epoch 1653 | loss: 0.0311609 | val_loss: 0.0311751 | Time: 2092.38 ms
[2022-01-13 20:54:06 main:574] : INFO : Epoch 1654 | loss: 0.0311619 | val_loss: 0.0311771 | Time: 2115.41 ms
[2022-01-13 20:54:08 main:574] : INFO : Epoch 1655 | loss: 0.031161 | val_loss: 0.0311744 | Time: 2086.98 ms
[2022-01-13 20:54:10 main:574] : INFO : Epoch 1656 | loss: 0.0311641 | val_loss: 0.0311757 | Time: 2110.36 ms
[2022-01-13 20:54:12 main:574] : INFO : Epoch 1657 | loss: 0.0311628 | val_loss: 0.0311761 | Time: 2137.9 ms
[2022-01-13 20:54:15 main:574] : INFO : Epoch 1658 | loss: 0.031163 | val_loss: 0.0311741 | Time: 2110.05 ms
[2022-01-13 20:54:17 main:574] : INFO : Epoch 1659 | loss: 0.0311618 | val_loss: 0.0311732 | Time: 2077.19 ms
[2022-01-13 20:54:19 main:574] : INFO : Epoch 1660 | loss: 0.031162 | val_loss: 0.0311746 | Time: 2097.44 ms
[2022-01-13 20:54:21 main:574] : INFO : Epoch 1661 | loss: 0.0311618 | val_loss: 0.0311746 | Time: 2140.79 ms
[2022-01-13 20:54:23 main:574] : INFO : Epoch 1662 | loss: 0.0311623 | val_loss: 0.0311738 | Time: 2100.1 ms
[2022-01-13 20:54:25 main:574] : INFO : Epoch 1663 | loss: 0.0311631 | val_loss: 0.0311722 | Time: 2109.7 ms
[2022-01-13 20:54:27 main:574] : INFO : Epoch 1664 | loss: 0.0311628 | val_loss: 0.031173 | Time: 2106.87 ms
[2022-01-13 20:54:30 main:574] : INFO : Epoch 1665 | loss: 0.0311638 | val_loss: 0.0311756 | Time: 2090.69 ms
[2022-01-13 20:54:32 main:574] : INFO : Epoch 1666 | loss: 0.0311627 | val_loss: 0.031173 | Time: 2078.86 ms
[2022-01-13 20:54:34 main:574] : INFO : Epoch 1667 | loss: 0.0311619 | val_loss: 0.0311728 | Time: 2086.91 ms
[2022-01-13 20:54:36 main:574] : INFO : Epoch 1668 | loss: 0.0311623 | val_loss: 0.0311739 | Time: 2103.08 ms
[2022-01-13 20:54:38 main:574] : INFO : Epoch 1669 | loss: 0.0311681 | val_loss: 0.0311748 | Time: 2112.92 ms
[2022-01-13 20:54:40 main:574] : INFO : Epoch 1670 | loss: 0.0311685 | val_loss: 0.0311726 | Time: 2110.34 ms
[2022-01-13 20:54:42 main:574] : INFO : Epoch 1671 | loss: 0.0311652 | val_loss: 0.0311735 | Time: 2108.23 ms
[2022-01-13 20:54:45 main:574] : INFO : Epoch 1672 | loss: 0.031165 | val_loss: 0.0311723 | Time: 2110.56 ms
[2022-01-13 20:54:47 main:574] : INFO : Epoch 1673 | loss: 0.0311638 | val_loss: 0.0311728 | Time: 2107.74 ms
[2022-01-13 20:54:49 main:574] : INFO : Epoch 1674 | loss: 0.0311621 | val_loss: 0.031171 | Time: 2137.21 ms
[2022-01-13 20:54:51 main:574] : INFO : Epoch 1675 | loss: 0.0311629 | val_loss: 0.0311753 | Time: 2063.3 ms
[2022-01-13 20:54:53 main:574] : INFO : Epoch 1676 | loss: 0.0311624 | val_loss: 0.0311724 | Time: 2081.6 ms
[2022-01-13 20:54:55 main:574] : INFO : Epoch 1677 | loss: 0.0311622 | val_loss: 0.0311747 | Time: 2122.16 ms
[2022-01-13 20:54:57 main:574] : INFO : Epoch 1678 | loss: 0.0311644 | val_loss: 0.031173 | Time: 2099.3 ms
[2022-01-13 20:55:00 main:574] : INFO : Epoch 1679 | loss: 0.0311623 | val_loss: 0.0311745 | Time: 2115.06 ms
[2022-01-13 20:55:02 main:574] : INFO : Epoch 1680 | loss: 0.0311612 | val_loss: 0.0311743 | Time: 2099.04 ms
[2022-01-13 20:55:04 main:574] : INFO : Epoch 1681 | loss: 0.0311625 | val_loss: 0.0311755 | Time: 2098.04 ms
[2022-01-13 20:55:06 main:574] : INFO : Epoch 1682 | loss: 0.0311642 | val_loss: 0.0311802 | Time: 2108.05 ms
[2022-01-13 20:55:08 main:574] : INFO : Epoch 1683 | loss: 0.0311648 | val_loss: 0.0311738 | Time: 2095.53 ms
[2022-01-13 20:55:10 main:574] : INFO : Epoch 1684 | loss: 0.0311642 | val_loss: 0.0311738 | Time: 2100.23 ms
[2022-01-13 20:55:13 main:574] : INFO : Epoch 1685 | loss: 0.0311608 | val_loss: 0.0311725 | Time: 2106.59 ms
[2022-01-13 20:55:15 main:574] : INFO : Epoch 1686 | loss: 0.0311615 | val_loss: 0.0311743 | Time: 2113.48 ms
[2022-01-13 20:55:17 main:574] : INFO : Epoch 1687 | loss: 0.0311615 | val_loss: 0.0311726 | Time: 2119.66 ms
[2022-01-13 20:55:19 main:574] : INFO : Epoch 1688 | loss: 0.0311627 | val_loss: 0.0311743 | Time: 2078.77 ms
[2022-01-13 20:55:21 main:574] : INFO : Epoch 1689 | loss: 0.0311619 | val_loss: 0.0311808 | Time: 2100.05 ms
[2022-01-13 20:55:23 main:574] : INFO : Epoch 1690 | loss: 0.031162 | val_loss: 0.0311718 | Time: 2095.55 ms
[2022-01-13 20:55:25 main:574] : INFO : Epoch 1691 | loss: 0.0311627 | val_loss: 0.0311737 | Time: 2079.56 ms
[2022-01-13 20:55:27 main:574] : INFO : Epoch 1692 | loss: 0.031163 | val_loss: 0.0311764 | Time: 2069.23 ms
[2022-01-13 20:55:30 main:574] : INFO : Epoch 1693 | loss: 0.0311772 | val_loss: 0.0311802 | Time: 2074.55 ms
[2022-01-13 20:55:32 main:574] : INFO : Epoch 1694 | loss: 0.0311769 | val_loss: 0.0311769 | Time: 2059.18 ms
[2022-01-13 20:55:34 main:574] : INFO : Epoch 1695 | loss: 0.0311755 | val_loss: 0.0311745 | Time: 2096.35 ms
[2022-01-13 20:55:36 main:574] : INFO : Epoch 1696 | loss: 0.0311741 | val_loss: 0.0311765 | Time: 2087.94 ms
[2022-01-13 20:55:38 main:574] : INFO : Epoch 1697 | loss: 0.0311752 | val_loss: 0.0311765 | Time: 2077.29 ms
[2022-01-13 20:55:40 main:574] : INFO : Epoch 1698 | loss: 0.0311718 | val_loss: 0.0311736 | Time: 2053.76 ms
[2022-01-13 20:55:42 main:574] : INFO : Epoch 1699 | loss: 0.0311709 | val_loss: 0.0311745 | Time: 2102.92 ms
[2022-01-13 20:55:44 main:574] : INFO : Epoch 1700 | loss: 0.0311694 | val_loss: 0.0311744 | Time: 2085.32 ms
[2022-01-13 20:55:47 main:574] : INFO : Epoch 1701 | loss: 0.0311681 | val_loss: 0.0311735 | Time: 2113 ms
[2022-01-13 20:55:49 main:574] : INFO : Epoch 1702 | loss: 0.031168 | val_loss: 0.0311754 | Time: 2084 ms
[2022-01-13 20:55:51 main:574] : INFO : Epoch 1703 | loss: 0.0311689 | val_loss: 0.0311768 | Time: 2063.15 ms
[2022-01-13 20:55:53 main:574] : INFO : Epoch 1704 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 2073.1 ms
[2022-01-13 20:55:55 main:574] : INFO : Epoch 1705 | loss: 0.0311692 | val_loss: 0.0311762 | Time: 2070.61 ms
[2022-01-13 20:55:57 main:574] : INFO : Epoch 1706 | loss: 0.0311682 | val_loss: 0.0311761 | Time: 2077.92 ms
[2022-01-13 20:55:59 main:574] : INFO : Epoch 1707 | loss: 0.0311693 | val_loss: 0.031175 | Time: 2066.22 ms
[2022-01-13 20:56:01 main:574] : INFO : Epoch 1708 | loss: 0.0311677 | val_loss: 0.0311766 | Time: 2128.51 ms
[2022-01-13 20:56:03 main:574] : INFO : Epoch 1709 | loss: 0.0311677 | val_loss: 0.031176 | Time: 2130.25 ms
[2022-01-13 20:56:06 main:574] : INFO : Epoch 1710 | loss: 0.0311666 | val_loss: 0.0311764 | Time: 2073.35 ms
[2022-01-13 20:56:08 main:574] : INFO : Epoch 1711 | loss: 0.0311672 | val_loss: 0.0311755 | Time: 2085.22 ms
[2022-01-13 20:56:10 main:574] : INFO : Epoch 1712 | loss: 0.0311657 | val_loss: 0.0311778 | Time: 2117.11 ms
[2022-01-13 20:56:12 main:574] : INFO : Epoch 1713 | loss: 0.0311648 | val_loss: 0.0311752 | Time: 2119.92 ms
[2022-01-13 20:56:14 main:574] : INFO : Epoch 1714 | loss: 0.0311657 | val_loss: 0.0311741 | Time: 2097.15 ms
[2022-01-13 20:56:16 main:574] : INFO : Epoch 1715 | loss: 0.0311661 | val_loss: 0.0311745 | Time: 2100.89 ms
[2022-01-13 20:56:18 main:574] : INFO : Epoch 1716 | loss: 0.0311656 | val_loss: 0.0311737 | Time: 2124.44 ms
[2022-01-13 20:56:21 main:574] : INFO : Epoch 1717 | loss: 0.0311669 | val_loss: 0.0311731 | Time: 2123.4 ms
[2022-01-13 20:56:23 main:574] : INFO : Epoch 1718 | loss: 0.0311655 | val_loss: 0.0311731 | Time: 2105.89 ms
[2022-01-13 20:56:25 main:574] : INFO : Epoch 1719 | loss: 0.0311652 | val_loss: 0.0311749 | Time: 2076.8 ms
[2022-01-13 20:56:27 main:574] : INFO : Epoch 1720 | loss: 0.0311684 | val_loss: 0.0311754 | Time: 2107.45 ms
[2022-01-13 20:56:29 main:574] : INFO : Epoch 1721 | loss: 0.0311674 | val_loss: 0.0311725 | Time: 2069.66 ms
[2022-01-13 20:56:31 main:574] : INFO : Epoch 1722 | loss: 0.0311659 | val_loss: 0.0311726 | Time: 2104.09 ms
[2022-01-13 20:56:33 main:574] : INFO : Epoch 1723 | loss: 0.0311661 | val_loss: 0.0311773 | Time: 2087.7 ms
[2022-01-13 20:56:36 main:574] : INFO : Epoch 1724 | loss: 0.031165 | val_loss: 0.0311705 | Time: 2086.31 ms
[2022-01-13 20:56:38 main:574] : INFO : Epoch 1725 | loss: 0.0311637 | val_loss: 0.031171 | Time: 2061.21 ms
[2022-01-13 20:56:40 main:574] : INFO : Epoch 1726 | loss: 0.0311661 | val_loss: 0.0311735 | Time: 2084.25 ms
[2022-01-13 20:56:42 main:574] : INFO : Epoch 1727 | loss: 0.031164 | val_loss: 0.0311747 | Time: 2102.66 ms
[2022-01-13 20:56:44 main:574] : INFO : Epoch 1728 | loss: 0.0311632 | val_loss: 0.031172 | Time: 2099.81 ms
[2022-01-13 20:56:46 main:574] : INFO : Epoch 1729 | loss: 0.0311621 | val_loss: 0.0311742 | Time: 2116.25 ms
[2022-01-13 20:56:48 main:574] : INFO : Epoch 1730 | loss: 0.0311625 | val_loss: 0.0311714 | Time: 2058.45 ms
[2022-01-13 20:56:50 main:574] : INFO : Epoch 1731 | loss: 0.0311628 | val_loss: 0.0311726 | Time: 2085.69 ms
[2022-01-13 20:56:52 main:574] : INFO : Epoch 1732 | loss: 0.0311633 | val_loss: 0.0311714 | Time: 2101.6 ms
[2022-01-13 20:56:55 main:574] : INFO : Epoch 1733 | loss: 0.0311643 | val_loss: 0.0311725 | Time: 2101.59 ms
[2022-01-13 20:56:57 main:574] : INFO : Epoch 1734 | loss: 0.0311639 | val_loss: 0.0311723 | Time: 2082.9 ms
[2022-01-13 20:56:59 main:574] : INFO : Epoch 1735 | loss: 0.0311643 | val_loss: 0.031176 | Time: 2085.56 ms
[2022-01-13 20:57:01 main:574] : INFO : Epoch 1736 | loss: 0.0311649 | val_loss: 0.031176 | Time: 2112.72 ms
[2022-01-13 20:57:03 main:574] : INFO : Epoch 1737 | loss: 0.0311639 | val_loss: 0.0311717 | Time: 2093.25 ms
[2022-01-13 20:57:05 main:574] : INFO : Epoch 1738 | loss: 0.0311633 | val_loss: 0.0311715 | Time: 2124.19 ms
[2022-01-13 20:57:07 main:574] : INFO : Epoch 1739 | loss: 0.0311637 | val_loss: 0.0311713 | Time: 2120.48 ms
[2022-01-13 20:57:10 main:574] : INFO : Epoch 1740 | loss: 0.031163 | val_loss: 0.0311725 | Time: 2118.2 ms
[2022-01-13 20:57:12 main:574] : INFO : Epoch 1741 | loss: 0.0311618 | val_loss: 0.0311708 | Time: 2094.37 ms
[2022-01-13 20:57:14 main:574] : INFO : Epoch 1742 | loss: 0.0311633 | val_loss: 0.0311726 | Time: 2094.21 ms
[2022-01-13 20:57:16 main:574] : INFO : Epoch 1743 | loss: 0.0311626 | val_loss: 0.0311718 | Time: 2105.87 ms
[2022-01-13 20:57:18 main:574] : INFO : Epoch 1744 | loss: 0.0311609 | val_loss: 0.0311721 | Time: 2083.19 ms
[2022-01-13 20:57:20 main:574] : INFO : Epoch 1745 | loss: 0.0311633 | val_loss: 0.031171 | Time: 2090.25 ms
[2022-01-13 20:57:22 main:574] : INFO : Epoch 1746 | loss: 0.0311631 | val_loss: 0.0311721 | Time: 2096.18 ms
[2022-01-13 20:57:25 main:574] : INFO : Epoch 1747 | loss: 0.0311628 | val_loss: 0.0311699 | Time: 2114.09 ms
[2022-01-13 20:57:27 main:574] : INFO : Epoch 1748 | loss: 0.0311617 | val_loss: 0.0311718 | Time: 2067.49 ms
[2022-01-13 20:57:29 main:574] : INFO : Epoch 1749 | loss: 0.0311609 | val_loss: 0.0311702 | Time: 2110.65 ms
[2022-01-13 20:57:31 main:574] : INFO : Epoch 1750 | loss: 0.0311603 | val_loss: 0.0311704 | Time: 2122.55 ms
[2022-01-13 20:57:33 main:574] : INFO : Epoch 1751 | loss: 0.0311605 | val_loss: 0.0311721 | Time: 2104.45 ms
[2022-01-13 20:57:35 main:574] : INFO : Epoch 1752 | loss: 0.0311598 | val_loss: 0.031171 | Time: 2085.66 ms
[2022-01-13 20:57:37 main:574] : INFO : Epoch 1753 | loss: 0.0311617 | val_loss: 0.0311724 | Time: 2081.43 ms
[2022-01-13 20:57:40 main:574] : INFO : Epoch 1754 | loss: 0.0311616 | val_loss: 0.0311716 | Time: 2101.81 ms
[2022-01-13 20:57:42 main:574] : INFO : Epoch 1755 | loss: 0.0311613 | val_loss: 0.0311766 | Time: 2088.1 ms
[2022-01-13 20:57:44 main:574] : INFO : Epoch 1756 | loss: 0.0311621 | val_loss: 0.0311702 | Time: 2119.41 ms
[2022-01-13 20:57:46 main:574] : INFO : Epoch 1757 | loss: 0.0311623 | val_loss: 0.0311733 | Time: 2100.77 ms
[2022-01-13 20:57:48 main:574] : INFO : Epoch 1758 | loss: 0.031159 | val_loss: 0.0311728 | Time: 2097.23 ms
[2022-01-13 20:57:50 main:574] : INFO : Epoch 1759 | loss: 0.0311581 | val_loss: 0.0311701 | Time: 2094.41 ms
[2022-01-13 20:57:52 main:574] : INFO : Epoch 1760 | loss: 0.0311579 | val_loss: 0.0311737 | Time: 2096.58 ms
[2022-01-13 20:57:55 main:574] : INFO : Epoch 1761 | loss: 0.0311579 | val_loss: 0.0311707 | Time: 2098.6 ms
[2022-01-13 20:57:57 main:574] : INFO : Epoch 1762 | loss: 0.0311567 | val_loss: 0.0311717 | Time: 2120.43 ms
[2022-01-13 20:57:59 main:574] : INFO : Epoch 1763 | loss: 0.0311584 | val_loss: 0.0311708 | Time: 2099.51 ms
[2022-01-13 20:58:01 main:574] : INFO : Epoch 1764 | loss: 0.0311573 | val_loss: 0.0311718 | Time: 2102.6 ms
[2022-01-13 20:58:03 main:574] : INFO : Epoch 1765 | loss: 0.0311569 | val_loss: 0.0311734 | Time: 2083.72 ms
[2022-01-13 20:58:05 main:574] : INFO : Epoch 1766 | loss: 0.0311613 | val_loss: 0.0311783 | Time: 2107.56 ms
[2022-01-13 20:58:08 main:574] : INFO : Epoch 1767 | loss: 0.0311608 | val_loss: 0.0311692 | Time: 2060.33 ms
[2022-01-13 20:58:10 main:574] : INFO : Epoch 1768 | loss: 0.0311606 | val_loss: 0.0311739 | Time: 2064.75 ms
[2022-01-13 20:58:12 main:574] : INFO : Epoch 1769 | loss: 0.0311598 | val_loss: 0.0311705 | Time: 2083.75 ms
[2022-01-13 20:58:14 main:574] : INFO : Epoch 1770 | loss: 0.0311617 | val_loss: 0.0311748 | Time: 2108.46 ms
[2022-01-13 20:58:16 main:574] : INFO : Epoch 1771 | loss: 0.03116 | val_loss: 0.0311716 | Time: 2088.62 ms
[2022-01-13 20:58:18 main:574] : INFO : Epoch 1772 | loss: 0.0311584 | val_loss: 0.031171 | Time: 2098.01 ms
[2022-01-13 20:58:20 main:574] : INFO : Epoch 1773 | loss: 0.0311592 | val_loss: 0.031171 | Time: 2075.35 ms
[2022-01-13 20:58:22 main:574] : INFO : Epoch 1774 | loss: 0.0311632 | val_loss: 0.0311721 | Time: 2109.72 ms
[2022-01-13 20:58:25 main:574] : INFO : Epoch 1775 | loss: 0.0311625 | val_loss: 0.0311774 | Time: 2075.35 ms
[2022-01-13 20:58:27 main:574] : INFO : Epoch 1776 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 2091.98 ms
[2022-01-13 20:58:29 main:574] : INFO : Epoch 1777 | loss: 0.0311619 | val_loss: 0.0311732 | Time: 2087.76 ms
[2022-01-13 20:58:31 main:574] : INFO : Epoch 1778 | loss: 0.0311618 | val_loss: 0.0311728 | Time: 2057.57 ms
[2022-01-13 20:58:33 main:574] : INFO : Epoch 1779 | loss: 0.0311631 | val_loss: 0.0311716 | Time: 2108.33 ms
[2022-01-13 20:58:35 main:574] : INFO : Epoch 1780 | loss: 0.0311621 | val_loss: 0.0311735 | Time: 2134.66 ms
[2022-01-13 20:58:37 main:574] : INFO : Epoch 1781 | loss: 0.0311617 | val_loss: 0.0311713 | Time: 2171.35 ms
[2022-01-13 20:58:39 main:574] : INFO : Epoch 1782 | loss: 0.0311597 | val_loss: 0.0311724 | Time: 2086.41 ms
[2022-01-13 20:58:42 main:574] : INFO : Epoch 1783 | loss: 0.0311598 | val_loss: 0.0311723 | Time: 2094.65 ms
[2022-01-13 20:58:44 main:574] : INFO : Epoch 1784 | loss: 0.0311585 | val_loss: 0.0311723 | Time: 2092.74 ms
[2022-01-13 20:58:46 main:574] : INFO : Epoch 1785 | loss: 0.0311579 | val_loss: 0.0311723 | Time: 2035.66 ms
[2022-01-13 20:58:48 main:574] : INFO : Epoch 1786 | loss: 0.0311574 | val_loss: 0.0311752 | Time: 2130.42 ms
[2022-01-13 20:58:50 main:574] : INFO : Epoch 1787 | loss: 0.0311582 | val_loss: 0.0311738 | Time: 2087.85 ms
[2022-01-13 20:58:52 main:574] : INFO : Epoch 1788 | loss: 0.0311571 | val_loss: 0.0311751 | Time: 2067.33 ms
[2022-01-13 20:58:54 main:574] : INFO : Epoch 1789 | loss: 0.0311585 | val_loss: 0.0311758 | Time: 2099.58 ms
[2022-01-13 20:58:57 main:574] : INFO : Epoch 1790 | loss: 0.0311593 | val_loss: 0.0311752 | Time: 2128.53 ms
[2022-01-13 20:58:59 main:574] : INFO : Epoch 1791 | loss: 0.0311578 | val_loss: 0.0311736 | Time: 2164.68 ms
[2022-01-13 20:59:01 main:574] : INFO : Epoch 1792 | loss: 0.0311563 | val_loss: 0.0311742 | Time: 2044.32 ms
[2022-01-13 20:59:03 main:574] : INFO : Epoch 1793 | loss: 0.0311567 | val_loss: 0.0311763 | Time: 2040.27 ms
[2022-01-13 20:59:05 main:574] : INFO : Epoch 1794 | loss: 0.0311633 | val_loss: 0.0311713 | Time: 2173.08 ms
[2022-01-13 20:59:07 main:574] : INFO : Epoch 1795 | loss: 0.0311643 | val_loss: 0.0311764 | Time: 2095.44 ms
[2022-01-13 20:59:09 main:574] : INFO : Epoch 1796 | loss: 0.0311626 | val_loss: 0.0311697 | Time: 2098.88 ms
[2022-01-13 20:59:12 main:574] : INFO : Epoch 1797 | loss: 0.0311605 | val_loss: 0.0311698 | Time: 2118.22 ms
[2022-01-13 20:59:14 main:574] : INFO : Epoch 1798 | loss: 0.0311585 | val_loss: 0.0311721 | Time: 2080.04 ms
[2022-01-13 20:59:16 main:574] : INFO : Epoch 1799 | loss: 0.0311589 | val_loss: 0.0311692 | Time: 2096.07 ms
[2022-01-13 20:59:18 main:574] : INFO : Epoch 1800 | loss: 0.031158 | val_loss: 0.0311713 | Time: 2066.09 ms
[2022-01-13 20:59:20 main:574] : INFO : Epoch 1801 | loss: 0.0311581 | val_loss: 0.0311719 | Time: 2080.25 ms
[2022-01-13 20:59:22 main:574] : INFO : Epoch 1802 | loss: 0.0311602 | val_loss: 0.0311713 | Time: 2080.17 ms
[2022-01-13 20:59:24 main:574] : INFO : Epoch 1803 | loss: 0.0311616 | val_loss: 0.0311705 | Time: 2074.46 ms
[2022-01-13 20:59:26 main:574] : INFO : Epoch 1804 | loss: 0.0311607 | val_loss: 0.0311708 | Time: 2047.04 ms
[2022-01-13 20:59:29 main:574] : INFO : Epoch 1805 | loss: 0.031159 | val_loss: 0.0311718 | Time: 2086.39 ms
[2022-01-13 20:59:31 main:574] : INFO : Epoch 1806 | loss: 0.0311601 | val_loss: 0.0311728 | Time: 2071.74 ms
[2022-01-13 20:59:33 main:574] : INFO : Epoch 1807 | loss: 0.0311606 | val_loss: 0.0311713 | Time: 2060.58 ms
[2022-01-13 20:59:35 main:574] : INFO : Epoch 1808 | loss: 0.0311591 | val_loss: 0.0311744 | Time: 2069.03 ms
[2022-01-13 20:59:37 main:574] : INFO : Epoch 1809 | loss: 0.031158 | val_loss: 0.031172 | Time: 2075.55 ms
[2022-01-13 20:59:39 main:574] : INFO : Epoch 1810 | loss: 0.0311577 | val_loss: 0.0311717 | Time: 2044.61 ms
[2022-01-13 20:59:41 main:574] : INFO : Epoch 1811 | loss: 0.0311578 | val_loss: 0.0311701 | Time: 2121.51 ms
[2022-01-13 20:59:43 main:574] : INFO : Epoch 1812 | loss: 0.0311579 | val_loss: 0.0311693 | Time: 2036.23 ms
[2022-01-13 20:59:45 main:574] : INFO : Epoch 1813 | loss: 0.0311572 | val_loss: 0.0311746 | Time: 2063.58 ms
[2022-01-13 20:59:47 main:574] : INFO : Epoch 1814 | loss: 0.0311564 | val_loss: 0.0311714 | Time: 2041.3 ms
[2022-01-13 20:59:49 main:574] : INFO : Epoch 1815 | loss: 0.0311576 | val_loss: 0.0311719 | Time: 2049.87 ms
[2022-01-13 20:59:52 main:574] : INFO : Epoch 1816 | loss: 0.0311567 | val_loss: 0.0311732 | Time: 2088.85 ms
[2022-01-13 20:59:54 main:574] : INFO : Epoch 1817 | loss: 0.0311563 | val_loss: 0.0311701 | Time: 2043.72 ms
[2022-01-13 20:59:56 main:574] : INFO : Epoch 1818 | loss: 0.0311551 | val_loss: 0.0311697 | Time: 2034.95 ms
[2022-01-13 20:59:58 main:574] : INFO : Epoch 1819 | loss: 0.031155 | val_loss: 0.0311732 | Time: 2037.17 ms
[2022-01-13 21:00:00 main:574] : INFO : Epoch 1820 | loss: 0.0311581 | val_loss: 0.0311724 | Time: 2054.46 ms
[2022-01-13 21:00:02 main:574] : INFO : Epoch 1821 | loss: 0.0311689 | val_loss: 0.0311803 | Time: 2050.05 ms
[2022-01-13 21:00:04 main:574] : INFO : Epoch 1822 | loss: 0.0311704 | val_loss: 0.0311717 | Time: 2025.75 ms
[2022-01-13 21:00:06 main:574] : INFO : Epoch 1823 | loss: 0.0311683 | val_loss: 0.03117 | Time: 2029.75 ms
[2022-01-13 21:00:08 main:574] : INFO : Epoch 1824 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 2072.82 ms
[2022-01-13 21:00:10 main:574] : INFO : Epoch 1825 | loss: 0.0311627 | val_loss: 0.0311718 | Time: 2042.06 ms
[2022-01-13 21:00:12 main:574] : INFO : Epoch 1826 | loss: 0.0311635 | val_loss: 0.031174 | Time: 2043.69 ms
[2022-01-13 21:00:14 main:574] : INFO : Epoch 1827 | loss: 0.0311632 | val_loss: 0.0311736 | Time: 2021.2 ms
[2022-01-13 21:00:17 main:574] : INFO : Epoch 1828 | loss: 0.0311621 | val_loss: 0.0311733 | Time: 2037.23 ms
[2022-01-13 21:00:19 main:574] : INFO : Epoch 1829 | loss: 0.0311601 | val_loss: 0.0311734 | Time: 2052.56 ms
[2022-01-13 21:00:21 main:574] : INFO : Epoch 1830 | loss: 0.0311603 | val_loss: 0.0311731 | Time: 2048.78 ms
[2022-01-13 21:00:23 main:574] : INFO : Epoch 1831 | loss: 0.03116 | val_loss: 0.0311699 | Time: 2085.61 ms
[2022-01-13 21:00:25 main:574] : INFO : Epoch 1832 | loss: 0.0311604 | val_loss: 0.0311767 | Time: 2020.06 ms
[2022-01-13 21:00:27 main:574] : INFO : Epoch 1833 | loss: 0.0311613 | val_loss: 0.0311687 | Time: 2022.23 ms
[2022-01-13 21:00:29 main:574] : INFO : Epoch 1834 | loss: 0.0311624 | val_loss: 0.0311683 | Time: 2032.66 ms
[2022-01-13 21:00:31 main:574] : INFO : Epoch 1835 | loss: 0.031161 | val_loss: 0.0311677 | Time: 2029.25 ms
[2022-01-13 21:00:33 main:574] : INFO : Epoch 1836 | loss: 0.0311601 | val_loss: 0.0311722 | Time: 2050.31 ms
[2022-01-13 21:00:35 main:574] : INFO : Epoch 1837 | loss: 0.0311595 | val_loss: 0.0311685 | Time: 2070.21 ms
[2022-01-13 21:00:37 main:574] : INFO : Epoch 1838 | loss: 0.0311583 | val_loss: 0.0311706 | Time: 2092.59 ms
[2022-01-13 21:00:39 main:574] : INFO : Epoch 1839 | loss: 0.0311582 | val_loss: 0.031169 | Time: 2078.17 ms
[2022-01-13 21:00:42 main:574] : INFO : Epoch 1840 | loss: 0.0311581 | val_loss: 0.031169 | Time: 2091.09 ms
[2022-01-13 21:00:44 main:574] : INFO : Epoch 1841 | loss: 0.0311571 | val_loss: 0.0311692 | Time: 2095.15 ms
[2022-01-13 21:00:46 main:574] : INFO : Epoch 1842 | loss: 0.0311586 | val_loss: 0.0311703 | Time: 2064.34 ms
[2022-01-13 21:00:48 main:574] : INFO : Epoch 1843 | loss: 0.0311603 | val_loss: 0.03117 | Time: 2120.67 ms
[2022-01-13 21:00:50 main:574] : INFO : Epoch 1844 | loss: 0.0311598 | val_loss: 0.0311693 | Time: 2072.77 ms
[2022-01-13 21:00:52 main:574] : INFO : Epoch 1845 | loss: 0.0311588 | val_loss: 0.0311678 | Time: 2100.04 ms
[2022-01-13 21:00:55 main:574] : INFO : Epoch 1846 | loss: 0.031157 | val_loss: 0.0311689 | Time: 2097.89 ms
[2022-01-13 21:00:57 main:574] : INFO : Epoch 1847 | loss: 0.0311563 | val_loss: 0.0311688 | Time: 2112.29 ms
[2022-01-13 21:00:59 main:574] : INFO : Epoch 1848 | loss: 0.0311558 | val_loss: 0.0311692 | Time: 2164.63 ms
[2022-01-13 21:01:01 main:574] : INFO : Epoch 1849 | loss: 0.0311567 | val_loss: 0.0311721 | Time: 2093.45 ms
[2022-01-13 21:01:03 main:574] : INFO : Epoch 1850 | loss: 0.0311595 | val_loss: 0.0311686 | Time: 2165.99 ms
[2022-01-13 21:01:05 main:574] : INFO : Epoch 1851 | loss: 0.0311583 | val_loss: 0.0311722 | Time: 2068.91 ms
[2022-01-13 21:01:08 main:574] : INFO : Epoch 1852 | loss: 0.0311582 | val_loss: 0.0311697 | Time: 2093.24 ms
[2022-01-13 21:01:10 main:574] : INFO : Epoch 1853 | loss: 0.0311555 | val_loss: 0.0311705 | Time: 2160.56 ms
[2022-01-13 21:01:12 main:574] : INFO : Epoch 1854 | loss: 0.0311572 | val_loss: 0.03117 | Time: 2118.27 ms
[2022-01-13 21:01:14 main:574] : INFO : Epoch 1855 | loss: 0.0311552 | val_loss: 0.0311689 | Time: 2118.87 ms
[2022-01-13 21:01:16 main:574] : INFO : Epoch 1856 | loss: 0.0311549 | val_loss: 0.0311692 | Time: 2108.57 ms
[2022-01-13 21:01:18 main:574] : INFO : Epoch 1857 | loss: 0.0311545 | val_loss: 0.0311678 | Time: 2110.92 ms
[2022-01-13 21:01:21 main:574] : INFO : Epoch 1858 | loss: 0.0311556 | val_loss: 0.0311685 | Time: 2093.65 ms
[2022-01-13 21:01:23 main:574] : INFO : Epoch 1859 | loss: 0.0311556 | val_loss: 0.0311681 | Time: 2080.82 ms
[2022-01-13 21:01:25 main:574] : INFO : Epoch 1860 | loss: 0.0311564 | val_loss: 0.0311711 | Time: 2106.32 ms
[2022-01-13 21:01:27 main:574] : INFO : Epoch 1861 | loss: 0.0311558 | val_loss: 0.0311725 | Time: 2055.77 ms
[2022-01-13 21:01:29 main:574] : INFO : Epoch 1862 | loss: 0.0311557 | val_loss: 0.0311696 | Time: 2068.24 ms
[2022-01-13 21:01:31 main:574] : INFO : Epoch 1863 | loss: 0.0311559 | val_loss: 0.0311673 | Time: 2053.54 ms
[2022-01-13 21:01:33 main:574] : INFO : Epoch 1864 | loss: 0.0311628 | val_loss: 0.0311714 | Time: 2082.27 ms
[2022-01-13 21:01:35 main:574] : INFO : Epoch 1865 | loss: 0.0311679 | val_loss: 0.0311727 | Time: 2073.21 ms
[2022-01-13 21:01:37 main:574] : INFO : Epoch 1866 | loss: 0.0311644 | val_loss: 0.0311717 | Time: 2058.39 ms
[2022-01-13 21:01:40 main:574] : INFO : Epoch 1867 | loss: 0.0311637 | val_loss: 0.0311726 | Time: 2065.26 ms
[2022-01-13 21:01:42 main:574] : INFO : Epoch 1868 | loss: 0.0311627 | val_loss: 0.031171 | Time: 2109.87 ms
[2022-01-13 21:01:44 main:574] : INFO : Epoch 1869 | loss: 0.0311616 | val_loss: 0.031174 | Time: 2129.61 ms
[2022-01-13 21:01:46 main:574] : INFO : Epoch 1870 | loss: 0.0311611 | val_loss: 0.031172 | Time: 2089.47 ms
[2022-01-13 21:01:48 main:574] : INFO : Epoch 1871 | loss: 0.0311606 | val_loss: 0.0311727 | Time: 2074.26 ms
[2022-01-13 21:01:50 main:574] : INFO : Epoch 1872 | loss: 0.0311589 | val_loss: 0.0311732 | Time: 2087.94 ms
[2022-01-13 21:01:52 main:574] : INFO : Epoch 1873 | loss: 0.0311586 | val_loss: 0.0311699 | Time: 2083.26 ms
[2022-01-13 21:01:55 main:574] : INFO : Epoch 1874 | loss: 0.0311575 | val_loss: 0.0311734 | Time: 2111.55 ms
[2022-01-13 21:01:57 main:574] : INFO : Epoch 1875 | loss: 0.0311599 | val_loss: 0.0311716 | Time: 2114.95 ms
[2022-01-13 21:01:59 main:574] : INFO : Epoch 1876 | loss: 0.0311588 | val_loss: 0.0311697 | Time: 2082.26 ms
[2022-01-13 21:02:01 main:574] : INFO : Epoch 1877 | loss: 0.03116 | val_loss: 0.0311706 | Time: 2079.51 ms
[2022-01-13 21:02:03 main:574] : INFO : Epoch 1878 | loss: 0.0311613 | val_loss: 0.0311716 | Time: 2079.79 ms
[2022-01-13 21:02:05 main:574] : INFO : Epoch 1879 | loss: 0.0311621 | val_loss: 0.0311714 | Time: 2099.84 ms
[2022-01-13 21:02:08 main:574] : INFO : Epoch 1880 | loss: 0.0311603 | val_loss: 0.031173 | Time: 2064.59 ms
[2022-01-13 21:02:10 main:574] : INFO : Epoch 1881 | loss: 0.0311592 | val_loss: 0.0311733 | Time: 2070.54 ms
[2022-01-13 21:02:12 main:574] : INFO : Epoch 1882 | loss: 0.0311577 | val_loss: 0.0311749 | Time: 2084.46 ms
[2022-01-13 21:02:14 main:574] : INFO : Epoch 1883 | loss: 0.0311581 | val_loss: 0.0311728 | Time: 2117.24 ms
[2022-01-13 21:02:16 main:574] : INFO : Epoch 1884 | loss: 0.0311608 | val_loss: 0.0311727 | Time: 2090.57 ms
[2022-01-13 21:02:18 main:574] : INFO : Epoch 1885 | loss: 0.0311582 | val_loss: 0.0311714 | Time: 2122.44 ms
[2022-01-13 21:02:20 main:574] : INFO : Epoch 1886 | loss: 0.0311612 | val_loss: 0.0311724 | Time: 2098.03 ms
[2022-01-13 21:02:22 main:574] : INFO : Epoch 1887 | loss: 0.0311581 | val_loss: 0.0311703 | Time: 2111.01 ms
[2022-01-13 21:02:25 main:574] : INFO : Epoch 1888 | loss: 0.0311569 | val_loss: 0.0311703 | Time: 2086.09 ms
[2022-01-13 21:02:27 main:574] : INFO : Epoch 1889 | loss: 0.0311573 | val_loss: 0.0311731 | Time: 2083.3 ms
[2022-01-13 21:02:29 main:574] : INFO : Epoch 1890 | loss: 0.0311586 | val_loss: 0.0311714 | Time: 2107.46 ms
[2022-01-13 21:02:31 main:574] : INFO : Epoch 1891 | loss: 0.0311604 | val_loss: 0.0311724 | Time: 2117.75 ms
[2022-01-13 21:02:33 main:574] : INFO : Epoch 1892 | loss: 0.0311663 | val_loss: 0.0311774 | Time: 2096.93 ms
[2022-01-13 21:02:35 main:574] : INFO : Epoch 1893 | loss: 0.0311635 | val_loss: 0.0311725 | Time: 2088.43 ms
[2022-01-13 21:02:37 main:574] : INFO : Epoch 1894 | loss: 0.0311625 | val_loss: 0.0311725 | Time: 2092.57 ms
[2022-01-13 21:02:40 main:574] : INFO : Epoch 1895 | loss: 0.0311604 | val_loss: 0.0311725 | Time: 2074.85 ms
[2022-01-13 21:02:42 main:574] : INFO : Epoch 1896 | loss: 0.0311587 | val_loss: 0.0311741 | Time: 2091.12 ms
[2022-01-13 21:02:44 main:574] : INFO : Epoch 1897 | loss: 0.0311597 | val_loss: 0.0311715 | Time: 2083.37 ms
[2022-01-13 21:02:46 main:574] : INFO : Epoch 1898 | loss: 0.0311592 | val_loss: 0.0311744 | Time: 2118.44 ms
[2022-01-13 21:02:48 main:574] : INFO : Epoch 1899 | loss: 0.0311583 | val_loss: 0.0311708 | Time: 2125.1 ms
[2022-01-13 21:02:50 main:574] : INFO : Epoch 1900 | loss: 0.0311595 | val_loss: 0.031173 | Time: 2090.52 ms
[2022-01-13 21:02:52 main:574] : INFO : Epoch 1901 | loss: 0.0311585 | val_loss: 0.0311707 | Time: 2090.52 ms
[2022-01-13 21:02:54 main:574] : INFO : Epoch 1902 | loss: 0.0311595 | val_loss: 0.0311686 | Time: 2077.49 ms
[2022-01-13 21:02:56 main:574] : INFO : Epoch 1903 | loss: 0.0311582 | val_loss: 0.0311694 | Time: 2075.4 ms
[2022-01-13 21:02:59 main:574] : INFO : Epoch 1904 | loss: 0.0311571 | val_loss: 0.0311704 | Time: 2045.77 ms
[2022-01-13 21:03:01 main:574] : INFO : Epoch 1905 | loss: 0.0311567 | val_loss: 0.0311723 | Time: 2113.3 ms
[2022-01-13 21:03:03 main:574] : INFO : Epoch 1906 | loss: 0.0311601 | val_loss: 0.0311731 | Time: 2093.6 ms
[2022-01-13 21:03:05 main:574] : INFO : Epoch 1907 | loss: 0.0311656 | val_loss: 0.0311708 | Time: 2085.29 ms
[2022-01-13 21:03:07 main:574] : INFO : Epoch 1908 | loss: 0.0311648 | val_loss: 0.0311699 | Time: 2111.09 ms
[2022-01-13 21:03:09 main:574] : INFO : Epoch 1909 | loss: 0.0311611 | val_loss: 0.0311709 | Time: 2129.59 ms
[2022-01-13 21:03:11 main:574] : INFO : Epoch 1910 | loss: 0.0311597 | val_loss: 0.031171 | Time: 2088.88 ms
[2022-01-13 21:03:14 main:574] : INFO : Epoch 1911 | loss: 0.0311606 | val_loss: 0.0311715 | Time: 2102.07 ms
[2022-01-13 21:03:16 main:574] : INFO : Epoch 1912 | loss: 0.0311606 | val_loss: 0.031174 | Time: 2139.11 ms
[2022-01-13 21:03:18 main:574] : INFO : Epoch 1913 | loss: 0.0311607 | val_loss: 0.0311697 | Time: 2107.31 ms
[2022-01-13 21:03:20 main:574] : INFO : Epoch 1914 | loss: 0.031158 | val_loss: 0.0311692 | Time: 2099.97 ms
[2022-01-13 21:03:22 main:574] : INFO : Epoch 1915 | loss: 0.0311585 | val_loss: 0.0311706 | Time: 2077.84 ms
[2022-01-13 21:03:24 main:574] : INFO : Epoch 1916 | loss: 0.0311593 | val_loss: 0.03117 | Time: 2090.51 ms
[2022-01-13 21:03:26 main:574] : INFO : Epoch 1917 | loss: 0.0311582 | val_loss: 0.0311694 | Time: 2111.72 ms
[2022-01-13 21:03:29 main:574] : INFO : Epoch 1918 | loss: 0.0311574 | val_loss: 0.0311706 | Time: 2089.74 ms
[2022-01-13 21:03:31 main:574] : INFO : Epoch 1919 | loss: 0.0311561 | val_loss: 0.0311696 | Time: 2085.18 ms
[2022-01-13 21:03:33 main:574] : INFO : Epoch 1920 | loss: 0.0311558 | val_loss: 0.031171 | Time: 2098.6 ms
[2022-01-13 21:03:35 main:574] : INFO : Epoch 1921 | loss: 0.0311553 | val_loss: 0.0311708 | Time: 2093 ms
[2022-01-13 21:03:37 main:574] : INFO : Epoch 1922 | loss: 0.0311566 | val_loss: 0.0311713 | Time: 2067.05 ms
[2022-01-13 21:03:39 main:574] : INFO : Epoch 1923 | loss: 0.031159 | val_loss: 0.0311719 | Time: 2113.96 ms
[2022-01-13 21:03:41 main:574] : INFO : Epoch 1924 | loss: 0.0311573 | val_loss: 0.031169 | Time: 2117.1 ms
[2022-01-13 21:03:43 main:574] : INFO : Epoch 1925 | loss: 0.031159 | val_loss: 0.031173 | Time: 2115.52 ms
[2022-01-13 21:03:46 main:574] : INFO : Epoch 1926 | loss: 0.0311597 | val_loss: 0.0311739 | Time: 2057.8 ms
[2022-01-13 21:03:48 main:574] : INFO : Epoch 1927 | loss: 0.0311617 | val_loss: 0.0311705 | Time: 2107.54 ms
[2022-01-13 21:03:50 main:574] : INFO : Epoch 1928 | loss: 0.0311614 | val_loss: 0.0311736 | Time: 2131.55 ms
[2022-01-13 21:03:52 main:574] : INFO : Epoch 1929 | loss: 0.0311641 | val_loss: 0.0311755 | Time: 2092.62 ms
[2022-01-13 21:03:54 main:574] : INFO : Epoch 1930 | loss: 0.031163 | val_loss: 0.0311737 | Time: 2123.49 ms
[2022-01-13 21:03:56 main:574] : INFO : Epoch 1931 | loss: 0.0311599 | val_loss: 0.031172 | Time: 2095.06 ms
[2022-01-13 21:03:58 main:574] : INFO : Epoch 1932 | loss: 0.0311581 | val_loss: 0.0311718 | Time: 2077.85 ms
[2022-01-13 21:04:01 main:574] : INFO : Epoch 1933 | loss: 0.0311594 | val_loss: 0.0311697 | Time: 2085.46 ms
[2022-01-13 21:04:03 main:574] : INFO : Epoch 1934 | loss: 0.0311608 | val_loss: 0.0311688 | Time: 2120.84 ms
[2022-01-13 21:04:05 main:574] : INFO : Epoch 1935 | loss: 0.0311595 | val_loss: 0.0311709 | Time: 2085.26 ms
[2022-01-13 21:04:07 main:574] : INFO : Epoch 1936 | loss: 0.0311579 | val_loss: 0.0311718 | Time: 2085.58 ms
[2022-01-13 21:04:09 main:574] : INFO : Epoch 1937 | loss: 0.031161 | val_loss: 0.0311691 | Time: 2079.98 ms
[2022-01-13 21:04:11 main:574] : INFO : Epoch 1938 | loss: 0.0311624 | val_loss: 0.031168 | Time: 2096.75 ms
[2022-01-13 21:04:13 main:574] : INFO : Epoch 1939 | loss: 0.0311605 | val_loss: 0.0311666 | Time: 2086.07 ms
[2022-01-13 21:04:16 main:574] : INFO : Epoch 1940 | loss: 0.0311609 | val_loss: 0.0311776 | Time: 2119.76 ms
[2022-01-13 21:04:18 main:574] : INFO : Epoch 1941 | loss: 0.0311612 | val_loss: 0.0311681 | Time: 2117.69 ms
[2022-01-13 21:04:20 main:574] : INFO : Epoch 1942 | loss: 0.0311598 | val_loss: 0.0311675 | Time: 2065.47 ms
[2022-01-13 21:04:22 main:574] : INFO : Epoch 1943 | loss: 0.0311621 | val_loss: 0.0311788 | Time: 2115.13 ms
[2022-01-13 21:04:24 main:574] : INFO : Epoch 1944 | loss: 0.0311609 | val_loss: 0.0311677 | Time: 2068.9 ms
[2022-01-13 21:04:27 main:574] : INFO : Epoch 1945 | loss: 0.0311575 | val_loss: 0.0311687 | Time: 2114.34 ms
[2022-01-13 21:04:29 main:574] : INFO : Epoch 1946 | loss: 0.0311563 | val_loss: 0.0311685 | Time: 2091.56 ms
[2022-01-13 21:04:31 main:574] : INFO : Epoch 1947 | loss: 0.0311565 | val_loss: 0.0311708 | Time: 2089.86 ms
[2022-01-13 21:04:33 main:574] : INFO : Epoch 1948 | loss: 0.0311586 | val_loss: 0.0311692 | Time: 2116.42 ms
[2022-01-13 21:04:35 main:574] : INFO : Epoch 1949 | loss: 0.0311551 | val_loss: 0.0311717 | Time: 2096.78 ms
[2022-01-13 21:04:37 main:574] : INFO : Epoch 1950 | loss: 0.0311564 | val_loss: 0.0311694 | Time: 2108.72 ms
[2022-01-13 21:04:39 main:574] : INFO : Epoch 1951 | loss: 0.0311593 | val_loss: 0.0311697 | Time: 2087.21 ms
[2022-01-13 21:04:42 main:574] : INFO : Epoch 1952 | loss: 0.0311555 | val_loss: 0.0311665 | Time: 2073.07 ms
[2022-01-13 21:04:44 main:574] : INFO : Epoch 1953 | loss: 0.0311535 | val_loss: 0.031168 | Time: 2090.32 ms
[2022-01-13 21:04:46 main:574] : INFO : Epoch 1954 | loss: 0.0311554 | val_loss: 0.0311724 | Time: 2075.27 ms
[2022-01-13 21:04:48 main:574] : INFO : Epoch 1955 | loss: 0.0311573 | val_loss: 0.0311668 | Time: 2083.27 ms
[2022-01-13 21:04:50 main:574] : INFO : Epoch 1956 | loss: 0.0311562 | val_loss: 0.0311746 | Time: 2120.11 ms
[2022-01-13 21:04:52 main:574] : INFO : Epoch 1957 | loss: 0.0311586 | val_loss: 0.0311706 | Time: 2092.19 ms
[2022-01-13 21:04:54 main:574] : INFO : Epoch 1958 | loss: 0.0311571 | val_loss: 0.0311702 | Time: 2114.51 ms
[2022-01-13 21:04:56 main:574] : INFO : Epoch 1959 | loss: 0.0311535 | val_loss: 0.0311675 | Time: 2106.93 ms
[2022-01-13 21:04:59 main:574] : INFO : Epoch 1960 | loss: 0.031153 | val_loss: 0.0311665 | Time: 2093.24 ms
[2022-01-13 21:05:01 main:574] : INFO : Epoch 1961 | loss: 0.0311545 | val_loss: 0.031167 | Time: 2077.38 ms
[2022-01-13 21:05:03 main:574] : INFO : Epoch 1962 | loss: 0.0311556 | val_loss: 0.0311645 | Time: 2113.22 ms
[2022-01-13 21:05:05 main:574] : INFO : Epoch 1963 | loss: 0.0311554 | val_loss: 0.0311676 | Time: 2125.28 ms
[2022-01-13 21:05:07 main:574] : INFO : Epoch 1964 | loss: 0.0311551 | val_loss: 0.0311723 | Time: 2076.79 ms
[2022-01-13 21:05:09 main:574] : INFO : Epoch 1965 | loss: 0.0311602 | val_loss: 0.0311704 | Time: 2123.96 ms
[2022-01-13 21:05:12 main:574] : INFO : Epoch 1966 | loss: 0.0311644 | val_loss: 0.0311707 | Time: 2094.44 ms
[2022-01-13 21:05:14 main:574] : INFO : Epoch 1967 | loss: 0.0311605 | val_loss: 0.0311679 | Time: 2105.8 ms
[2022-01-13 21:05:16 main:574] : INFO : Epoch 1968 | loss: 0.0311584 | val_loss: 0.0311694 | Time: 2101 ms
[2022-01-13 21:05:18 main:574] : INFO : Epoch 1969 | loss: 0.0311592 | val_loss: 0.0311705 | Time: 2101.41 ms
[2022-01-13 21:05:20 main:574] : INFO : Epoch 1970 | loss: 0.0311581 | val_loss: 0.0311691 | Time: 2107.04 ms
[2022-01-13 21:05:22 main:574] : INFO : Epoch 1971 | loss: 0.0311565 | val_loss: 0.0311694 | Time: 2108.98 ms
[2022-01-13 21:05:24 main:574] : INFO : Epoch 1972 | loss: 0.0311568 | val_loss: 0.0311682 | Time: 2114.05 ms
[2022-01-13 21:05:27 main:574] : INFO : Epoch 1973 | loss: 0.0311565 | val_loss: 0.0311686 | Time: 2113.2 ms
[2022-01-13 21:05:29 main:574] : INFO : Epoch 1974 | loss: 0.031154 | val_loss: 0.0311651 | Time: 2100.59 ms
[2022-01-13 21:05:31 main:574] : INFO : Epoch 1975 | loss: 0.0311548 | val_loss: 0.0311688 | Time: 2069.07 ms
[2022-01-13 21:05:33 main:574] : INFO : Epoch 1976 | loss: 0.0311567 | val_loss: 0.0311643 | Time: 2113.15 ms
[2022-01-13 21:05:35 main:574] : INFO : Epoch 1977 | loss: 0.0311564 | val_loss: 0.0311654 | Time: 2141.91 ms
[2022-01-13 21:05:37 main:574] : INFO : Epoch 1978 | loss: 0.0311566 | val_loss: 0.0311681 | Time: 2112.05 ms
[2022-01-13 21:05:39 main:574] : INFO : Epoch 1979 | loss: 0.0311543 | val_loss: 0.0311665 | Time: 2098.22 ms
[2022-01-13 21:05:42 main:574] : INFO : Epoch 1980 | loss: 0.0311542 | val_loss: 0.0311673 | Time: 2121.9 ms
[2022-01-13 21:05:44 main:574] : INFO : Epoch 1981 | loss: 0.0311596 | val_loss: 0.0311682 | Time: 2115.01 ms
[2022-01-13 21:05:46 main:574] : INFO : Epoch 1982 | loss: 0.0311575 | val_loss: 0.0311676 | Time: 2116.16 ms
[2022-01-13 21:05:48 main:574] : INFO : Epoch 1983 | loss: 0.0311575 | val_loss: 0.0311726 | Time: 2072.8 ms
[2022-01-13 21:05:50 main:574] : INFO : Epoch 1984 | loss: 0.0311552 | val_loss: 0.0311686 | Time: 2092.65 ms
[2022-01-13 21:05:52 main:574] : INFO : Epoch 1985 | loss: 0.0311546 | val_loss: 0.0311686 | Time: 2070.03 ms
[2022-01-13 21:05:54 main:574] : INFO : Epoch 1986 | loss: 0.0311549 | val_loss: 0.0311691 | Time: 2079.57 ms
[2022-01-13 21:05:56 main:574] : INFO : Epoch 1987 | loss: 0.0311539 | val_loss: 0.0311681 | Time: 2083.59 ms
[2022-01-13 21:05:59 main:574] : INFO : Epoch 1988 | loss: 0.0311553 | val_loss: 0.0311674 | Time: 2125.94 ms
[2022-01-13 21:06:01 main:574] : INFO : Epoch 1989 | loss: 0.0311547 | val_loss: 0.0311669 | Time: 2077.5 ms
[2022-01-13 21:06:03 main:574] : INFO : Epoch 1990 | loss: 0.0311537 | val_loss: 0.0311666 | Time: 2076.54 ms
[2022-01-13 21:06:05 main:574] : INFO : Epoch 1991 | loss: 0.0311514 | val_loss: 0.0311662 | Time: 2061.99 ms
[2022-01-13 21:06:07 main:574] : INFO : Epoch 1992 | loss: 0.031154 | val_loss: 0.0311669 | Time: 2073.99 ms
[2022-01-13 21:06:09 main:574] : INFO : Epoch 1993 | loss: 0.0311537 | val_loss: 0.0311669 | Time: 2096.33 ms
[2022-01-13 21:06:11 main:574] : INFO : Epoch 1994 | loss: 0.0311523 | val_loss: 0.0311671 | Time: 2096.75 ms
[2022-01-13 21:06:13 main:574] : INFO : Epoch 1995 | loss: 0.031152 | val_loss: 0.0311684 | Time: 2075 ms
[2022-01-13 21:06:16 main:574] : INFO : Epoch 1996 | loss: 0.0311525 | val_loss: 0.0311655 | Time: 2080.59 ms
[2022-01-13 21:06:18 main:574] : INFO : Epoch 1997 | loss: 0.0311542 | val_loss: 0.0311656 | Time: 2040.86 ms
[2022-01-13 21:06:20 main:574] : INFO : Epoch 1998 | loss: 0.0311556 | val_loss: 0.0311684 | Time: 2090.87 ms
[2022-01-13 21:06:22 main:574] : INFO : Epoch 1999 | loss: 0.0311545 | val_loss: 0.0311657 | Time: 2028.9 ms
[2022-01-13 21:06:24 main:574] : INFO : Epoch 2000 | loss: 0.031156 | val_loss: 0.0311684 | Time: 2107.38 ms
[2022-01-13 21:06:26 main:574] : INFO : Epoch 2001 | loss: 0.0311557 | val_loss: 0.0311674 | Time: 2112.97 ms
[2022-01-13 21:06:28 main:574] : INFO : Epoch 2002 | loss: 0.031155 | val_loss: 0.0311669 | Time: 2069.31 ms
[2022-01-13 21:06:30 main:574] : INFO : Epoch 2003 | loss: 0.0311536 | val_loss: 0.0311644 | Time: 2121.78 ms
[2022-01-13 21:06:32 main:574] : INFO : Epoch 2004 | loss: 0.0311538 | val_loss: 0.0311655 | Time: 2069.03 ms
[2022-01-13 21:06:34 main:574] : INFO : Epoch 2005 | loss: 0.0311572 | val_loss: 0.0311676 | Time: 2038.73 ms
[2022-01-13 21:06:37 main:574] : INFO : Epoch 2006 | loss: 0.0311577 | val_loss: 0.0311675 | Time: 2094.63 ms
[2022-01-13 21:06:39 main:574] : INFO : Epoch 2007 | loss: 0.0311596 | val_loss: 0.0311695 | Time: 2043.26 ms
[2022-01-13 21:06:41 main:574] : INFO : Epoch 2008 | loss: 0.0311573 | val_loss: 0.0311691 | Time: 2092.57 ms
[2022-01-13 21:06:43 main:574] : INFO : Epoch 2009 | loss: 0.031156 | val_loss: 0.0311671 | Time: 2085.29 ms
[2022-01-13 21:06:45 main:574] : INFO : Epoch 2010 | loss: 0.0311575 | val_loss: 0.0311693 | Time: 2122.17 ms
[2022-01-13 21:06:47 main:574] : INFO : Epoch 2011 | loss: 0.0311599 | val_loss: 0.0311703 | Time: 2119.81 ms
[2022-01-13 21:06:49 main:574] : INFO : Epoch 2012 | loss: 0.031162 | val_loss: 0.0311701 | Time: 2097.1 ms
[2022-01-13 21:06:52 main:574] : INFO : Epoch 2013 | loss: 0.0311591 | val_loss: 0.0311712 | Time: 2089.69 ms
[2022-01-13 21:06:54 main:574] : INFO : Epoch 2014 | loss: 0.0311587 | val_loss: 0.0311698 | Time: 2124.97 ms
[2022-01-13 21:06:56 main:574] : INFO : Epoch 2015 | loss: 0.0311585 | val_loss: 0.0311714 | Time: 2086.59 ms
[2022-01-13 21:06:58 main:574] : INFO : Epoch 2016 | loss: 0.0311565 | val_loss: 0.0311686 | Time: 2106.82 ms
[2022-01-13 21:07:00 main:574] : INFO : Epoch 2017 | loss: 0.0311551 | val_loss: 0.03117 | Time: 2104.56 ms
[2022-01-13 21:07:02 main:574] : INFO : Epoch 2018 | loss: 0.0311558 | val_loss: 0.03117 | Time: 2113.33 ms
[2022-01-13 21:07:04 main:574] : INFO : Epoch 2019 | loss: 0.0311553 | val_loss: 0.0311693 | Time: 2095.6 ms
[2022-01-13 21:07:07 main:574] : INFO : Epoch 2020 | loss: 0.0311556 | val_loss: 0.0311684 | Time: 2071.95 ms
[2022-01-13 21:07:09 main:574] : INFO : Epoch 2021 | loss: 0.0311577 | val_loss: 0.0311683 | Time: 2095.51 ms
[2022-01-13 21:07:11 main:574] : INFO : Epoch 2022 | loss: 0.0311588 | val_loss: 0.0311689 | Time: 2086.6 ms
[2022-01-13 21:07:13 main:574] : INFO : Epoch 2023 | loss: 0.0311586 | val_loss: 0.0311681 | Time: 2097.88 ms
[2022-01-13 21:07:15 main:574] : INFO : Epoch 2024 | loss: 0.0311562 | val_loss: 0.0311697 | Time: 2072.87 ms
[2022-01-13 21:07:17 main:574] : INFO : Epoch 2025 | loss: 0.0311574 | val_loss: 0.0311714 | Time: 2072.82 ms
[2022-01-13 21:07:19 main:574] : INFO : Epoch 2026 | loss: 0.0311583 | val_loss: 0.0311707 | Time: 2118.48 ms
[2022-01-13 21:07:21 main:574] : INFO : Epoch 2027 | loss: 0.0311568 | val_loss: 0.0311701 | Time: 2090.79 ms
[2022-01-13 21:07:23 main:574] : INFO : Epoch 2028 | loss: 0.0311645 | val_loss: 0.0311807 | Time: 2059.71 ms
[2022-01-13 21:07:26 main:574] : INFO : Epoch 2029 | loss: 0.03118 | val_loss: 0.0311746 | Time: 2067.49 ms
[2022-01-13 21:07:28 main:574] : INFO : Epoch 2030 | loss: 0.0311773 | val_loss: 0.0311726 | Time: 2077.08 ms
[2022-01-13 21:07:30 main:574] : INFO : Epoch 2031 | loss: 0.0311744 | val_loss: 0.0311732 | Time: 2127.64 ms
[2022-01-13 21:07:32 main:574] : INFO : Epoch 2032 | loss: 0.03117 | val_loss: 0.0311705 | Time: 2106.68 ms
[2022-01-13 21:07:34 main:574] : INFO : Epoch 2033 | loss: 0.0311666 | val_loss: 0.0311743 | Time: 2060.63 ms
[2022-01-13 21:07:36 main:574] : INFO : Epoch 2034 | loss: 0.0311848 | val_loss: 0.0311897 | Time: 2076.66 ms
[2022-01-13 21:07:38 main:574] : INFO : Epoch 2035 | loss: 0.0311909 | val_loss: 0.0311848 | Time: 2098.04 ms
[2022-01-13 21:07:40 main:574] : INFO : Epoch 2036 | loss: 0.0311864 | val_loss: 0.0311812 | Time: 2122.28 ms
[2022-01-13 21:07:43 main:574] : INFO : Epoch 2037 | loss: 0.0311853 | val_loss: 0.0311813 | Time: 2074.07 ms
[2022-01-13 21:07:45 main:574] : INFO : Epoch 2038 | loss: 0.0311853 | val_loss: 0.0311814 | Time: 2091.16 ms
[2022-01-13 21:07:47 main:574] : INFO : Epoch 2039 | loss: 0.0311854 | val_loss: 0.0311819 | Time: 2121.78 ms
[2022-01-13 21:07:49 main:574] : INFO : Epoch 2040 | loss: 0.0311826 | val_loss: 0.0311794 | Time: 2097.44 ms
[2022-01-13 21:07:51 main:574] : INFO : Epoch 2041 | loss: 0.0311843 | val_loss: 0.0311824 | Time: 2091.74 ms
[2022-01-13 21:07:53 main:574] : INFO : Epoch 2042 | loss: 0.0311842 | val_loss: 0.031179 | Time: 2116.64 ms
[2022-01-13 21:07:56 main:574] : INFO : Epoch 2043 | loss: 0.0311829 | val_loss: 0.0311777 | Time: 2100.23 ms
[2022-01-13 21:07:58 main:574] : INFO : Epoch 2044 | loss: 0.0311813 | val_loss: 0.0311791 | Time: 2091.03 ms
[2022-01-13 21:08:00 main:574] : INFO : Epoch 2045 | loss: 0.0311833 | val_loss: 0.0311783 | Time: 2076.66 ms
[2022-01-13 21:08:02 main:574] : INFO : Epoch 2046 | loss: 0.0311818 | val_loss: 0.0311859 | Time: 2075.33 ms
[2022-01-13 21:08:04 main:574] : INFO : Epoch 2047 | loss: 0.0311888 | val_loss: 0.0312012 | Time: 2048.53 ms
[2022-01-13 21:08:06 main:574] : INFO : Epoch 2048 | loss: 0.0311861 | val_loss: 0.0311758 | Time: 2083.72 ms
[2022-01-13 21:08:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311758
[2022-01-13 21:08:06 main:603] : INFO : Saving end state to config to file
[2022-01-13 21:08:06 main:608] : INFO : Success, exiting..
21:08:06 (19732): 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)