Task 14548548
| Name | ParityModified-1647045527-14367-3-0_0 |
| Workunit | 11574883 |
| Created | 8 Apr 2022, 5:51:10 UTC |
| Sent | 10 Apr 2022, 17:36:56 UTC |
| Report deadline | 18 Apr 2022, 17:36:56 UTC |
| Received | 11 Apr 2022, 21:25:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 12 min 43 sec |
| CPU time | 1 hours 9 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311749 | val_loss: 0.0311787 | Time: 2106.29 ms
[2022-04-11 23:07:52 main:574] : INFO : Epoch 1543 | loss: 0.0311762 | val_loss: 0.0311845 | Time: 2087.01 ms
[2022-04-11 23:07:54 main:574] : INFO : Epoch 1544 | loss: 0.0311758 | val_loss: 0.0311774 | Time: 2031.67 ms
[2022-04-11 23:07:56 main:574] : INFO : Epoch 1545 | loss: 0.031179 | val_loss: 0.0311909 | Time: 2062.07 ms
[2022-04-11 23:07:58 main:574] : INFO : Epoch 1546 | loss: 0.0311847 | val_loss: 0.0311821 | Time: 2077.92 ms
[2022-04-11 23:08:00 main:574] : INFO : Epoch 1547 | loss: 0.0311774 | val_loss: 0.0311779 | Time: 2088.55 ms
[2022-04-11 23:08:02 main:574] : INFO : Epoch 1548 | loss: 0.031177 | val_loss: 0.0311869 | Time: 2073.07 ms
[2022-04-11 23:08:05 main:574] : INFO : Epoch 1549 | loss: 0.0311765 | val_loss: 0.0311786 | Time: 2112.63 ms
[2022-04-11 23:08:07 main:574] : INFO : Epoch 1550 | loss: 0.0311741 | val_loss: 0.0311774 | Time: 2109.79 ms
[2022-04-11 23:08:09 main:574] : INFO : Epoch 1551 | loss: 0.0311742 | val_loss: 0.0311802 | Time: 2083.93 ms
[2022-04-11 23:08:11 main:574] : INFO : Epoch 1552 | loss: 0.0311751 | val_loss: 0.031178 | Time: 2087.47 ms
[2022-04-11 23:08:13 main:574] : INFO : Epoch 1553 | loss: 0.0311759 | val_loss: 0.031186 | Time: 2102.16 ms
[2022-04-11 23:08:15 main:574] : INFO : Epoch 1554 | loss: 0.0311758 | val_loss: 0.0311774 | Time: 2105.92 ms
[2022-04-11 23:08:17 main:574] : INFO : Epoch 1555 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 2102.57 ms
[2022-04-11 23:08:20 main:574] : INFO : Epoch 1556 | loss: 0.0311742 | val_loss: 0.03118 | Time: 2089.32 ms
[2022-04-11 23:08:22 main:574] : INFO : Epoch 1557 | loss: 0.0311735 | val_loss: 0.0311789 | Time: 2089.32 ms
[2022-04-11 23:08:24 main:574] : INFO : Epoch 1558 | loss: 0.0311744 | val_loss: 0.031176 | Time: 2071.73 ms
[2022-04-11 23:08:26 main:574] : INFO : Epoch 1559 | loss: 0.0311744 | val_loss: 0.0311792 | Time: 2102.36 ms
[2022-04-11 23:08:28 main:574] : INFO : Epoch 1560 | loss: 0.0311735 | val_loss: 0.0311774 | Time: 2114.94 ms
[2022-04-11 23:08:30 main:574] : INFO : Epoch 1561 | loss: 0.0311731 | val_loss: 0.0311774 | Time: 2111.31 ms
[2022-04-11 23:08:33 main:574] : INFO : Epoch 1562 | loss: 0.0311732 | val_loss: 0.0311775 | Time: 2104.23 ms
[2022-04-11 23:08:35 main:574] : INFO : Epoch 1563 | loss: 0.0311723 | val_loss: 0.0311768 | Time: 2083.06 ms
[2022-04-11 23:08:37 main:574] : INFO : Epoch 1564 | loss: 0.0311733 | val_loss: 0.0311829 | Time: 2031.64 ms
[2022-04-11 23:08:39 main:574] : INFO : Epoch 1565 | loss: 0.0311787 | val_loss: 0.0311874 | Time: 2057.19 ms
[2022-04-11 23:08:41 main:574] : INFO : Epoch 1566 | loss: 0.0311746 | val_loss: 0.0311832 | Time: 2074.01 ms
[2022-04-11 23:08:43 main:574] : INFO : Epoch 1567 | loss: 0.0311762 | val_loss: 0.0311774 | Time: 2097.07 ms
[2022-04-11 23:08:45 main:574] : INFO : Epoch 1568 | loss: 0.0311709 | val_loss: 0.0311762 | Time: 2094.5 ms
[2022-04-11 23:08:47 main:574] : INFO : Epoch 1569 | loss: 0.0311717 | val_loss: 0.0311767 | Time: 2087.02 ms
[2022-04-11 23:08:50 main:574] : INFO : Epoch 1570 | loss: 0.0311712 | val_loss: 0.0311784 | Time: 2023.45 ms
[2022-04-11 23:08:52 main:574] : INFO : Epoch 1571 | loss: 0.0311732 | val_loss: 0.0311787 | Time: 2086.64 ms
[2022-04-11 23:08:54 main:574] : INFO : Epoch 1572 | loss: 0.0311735 | val_loss: 0.0311799 | Time: 2071.92 ms
[2022-04-11 23:08:56 main:574] : INFO : Epoch 1573 | loss: 0.0311718 | val_loss: 0.0311787 | Time: 2124.33 ms
[2022-04-11 23:08:58 main:574] : INFO : Epoch 1574 | loss: 0.0311714 | val_loss: 0.0311781 | Time: 2051.39 ms
[2022-04-11 23:09:00 main:574] : INFO : Epoch 1575 | loss: 0.0311728 | val_loss: 0.0311786 | Time: 2028.93 ms
[2022-04-11 23:09:02 main:574] : INFO : Epoch 1576 | loss: 0.0311745 | val_loss: 0.0311798 | Time: 2077.5 ms
[2022-04-11 23:09:05 main:574] : INFO : Epoch 1577 | loss: 0.0311711 | val_loss: 0.0311785 | Time: 2088.51 ms
[2022-04-11 23:09:07 main:574] : INFO : Epoch 1578 | loss: 0.0311715 | val_loss: 0.0311772 | Time: 2069.4 ms
[2022-04-11 23:09:09 main:574] : INFO : Epoch 1579 | loss: 0.0311697 | val_loss: 0.0311778 | Time: 2043.8 ms
[2022-04-11 23:09:11 main:574] : INFO : Epoch 1580 | loss: 0.0311704 | val_loss: 0.0311803 | Time: 2103.17 ms
[2022-04-11 23:09:13 main:574] : INFO : Epoch 1581 | loss: 0.0311716 | val_loss: 0.0311769 | Time: 2072.42 ms
[2022-04-11 23:09:15 main:574] : INFO : Epoch 1582 | loss: 0.0311722 | val_loss: 0.0312053 | Time: 2070.56 ms
[2022-04-11 23:09:17 main:574] : INFO : Epoch 1583 | loss: 0.031178 | val_loss: 0.0311777 | Time: 2097.44 ms
[2022-04-11 23:09:19 main:574] : INFO : Epoch 1584 | loss: 0.0311712 | val_loss: 0.0311799 | Time: 2094.74 ms
[2022-04-11 23:09:22 main:574] : INFO : Epoch 1585 | loss: 0.0311711 | val_loss: 0.0311833 | Time: 2092.86 ms
[2022-04-11 23:09:24 main:574] : INFO : Epoch 1586 | loss: 0.0311748 | val_loss: 0.0311802 | Time: 2083.71 ms
[2022-04-11 23:09:26 main:574] : INFO : Epoch 1587 | loss: 0.0311772 | val_loss: 0.0311805 | Time: 2057.55 ms
[2022-04-11 23:09:28 main:574] : INFO : Epoch 1588 | loss: 0.0311747 | val_loss: 0.0311797 | Time: 2042.26 ms
[2022-04-11 23:09:30 main:574] : INFO : Epoch 1589 | loss: 0.0311749 | val_loss: 0.0311791 | Time: 2021.2 ms
[2022-04-11 23:09:32 main:574] : INFO : Epoch 1590 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 2035.15 ms
[2022-04-11 23:09:34 main:574] : INFO : Epoch 1591 | loss: 0.0311722 | val_loss: 0.0311806 | Time: 2025.58 ms
[2022-04-11 23:09:36 main:574] : INFO : Epoch 1592 | loss: 0.0311717 | val_loss: 0.0311867 | Time: 2043.72 ms
[2022-04-11 23:09:38 main:574] : INFO : Epoch 1593 | loss: 0.0311737 | val_loss: 0.0311843 | Time: 2076.28 ms
[2022-04-11 23:09:40 main:574] : INFO : Epoch 1594 | loss: 0.0311755 | val_loss: 0.0311778 | Time: 2082.15 ms
[2022-04-11 23:09:43 main:574] : INFO : Epoch 1595 | loss: 0.0311751 | val_loss: 0.0311804 | Time: 2056.14 ms
[2022-04-11 23:09:45 main:574] : INFO : Epoch 1596 | loss: 0.0311798 | val_loss: 0.031185 | Time: 2052.79 ms
[2022-04-11 23:09:47 main:574] : INFO : Epoch 1597 | loss: 0.031174 | val_loss: 0.0311771 | Time: 2078.63 ms
[2022-04-11 23:09:49 main:574] : INFO : Epoch 1598 | loss: 0.0311717 | val_loss: 0.0311767 | Time: 2057.6 ms
[2022-04-11 23:09:51 main:574] : INFO : Epoch 1599 | loss: 0.0311698 | val_loss: 0.0311788 | Time: 2023.67 ms
[2022-04-11 23:09:53 main:574] : INFO : Epoch 1600 | loss: 0.0311695 | val_loss: 0.0311792 | Time: 2079.8 ms
[2022-04-11 23:09:55 main:574] : INFO : Epoch 1601 | loss: 0.0311694 | val_loss: 0.0311775 | Time: 2074.84 ms
[2022-04-11 23:09:57 main:574] : INFO : Epoch 1602 | loss: 0.0311735 | val_loss: 0.031181 | Time: 2052.08 ms
[2022-04-11 23:10:00 main:574] : INFO : Epoch 1603 | loss: 0.0311713 | val_loss: 0.0311792 | Time: 2018.02 ms
[2022-04-11 23:10:02 main:574] : INFO : Epoch 1604 | loss: 0.0311705 | val_loss: 0.0311766 | Time: 2084.22 ms
[2022-04-11 23:10:04 main:574] : INFO : Epoch 1605 | loss: 0.0311703 | val_loss: 0.0311772 | Time: 2119.29 ms
[2022-04-11 23:10:06 main:574] : INFO : Epoch 1606 | loss: 0.0311711 | val_loss: 0.0311857 | Time: 2058.21 ms
[2022-04-11 23:10:08 main:574] : INFO : Epoch 1607 | loss: 0.0311722 | val_loss: 0.0311801 | Time: 2045 ms
[2022-04-11 23:10:10 main:574] : INFO : Epoch 1608 | loss: 0.0311699 | val_loss: 0.0311787 | Time: 2070.86 ms
[2022-04-11 23:10:12 main:574] : INFO : Epoch 1609 | loss: 0.0311703 | val_loss: 0.0311783 | Time: 2057.63 ms
[2022-04-11 23:10:14 main:574] : INFO : Epoch 1610 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 2025.75 ms
[2022-04-11 23:10:17 main:574] : INFO : Epoch 1611 | loss: 0.0311712 | val_loss: 0.0311791 | Time: 2108.31 ms
[2022-04-11 23:10:19 main:574] : INFO : Epoch 1612 | loss: 0.0311721 | val_loss: 0.031177 | Time: 2081.27 ms
[2022-04-11 23:10:21 main:574] : INFO : Epoch 1613 | loss: 0.0311707 | val_loss: 0.0311791 | Time: 2090.32 ms
[2022-04-11 23:10:23 main:574] : INFO : Epoch 1614 | loss: 0.0311695 | val_loss: 0.031182 | Time: 2071.2 ms
[2022-04-11 23:10:25 main:574] : INFO : Epoch 1615 | loss: 0.0311696 | val_loss: 0.0311795 | Time: 2049.69 ms
[2022-04-11 23:10:27 main:574] : INFO : Epoch 1616 | loss: 0.0311717 | val_loss: 0.031185 | Time: 2037.06 ms
[2022-04-11 23:10:29 main:574] : INFO : Epoch 1617 | loss: 0.031175 | val_loss: 0.0311839 | Time: 2062.17 ms
[2022-04-11 23:10:31 main:574] : INFO : Epoch 1618 | loss: 0.0311716 | val_loss: 0.0311779 | Time: 2048.6 ms
[2022-04-11 23:10:34 main:574] : INFO : Epoch 1619 | loss: 0.03117 | val_loss: 0.0311805 | Time: 2007.15 ms
[2022-04-11 23:10:36 main:574] : INFO : Epoch 1620 | loss: 0.0311701 | val_loss: 0.0311791 | Time: 2046.42 ms
[2022-04-11 23:10:38 main:574] : INFO : Epoch 1621 | loss: 0.031175 | val_loss: 0.0311839 | Time: 2059.28 ms
[2022-04-11 23:10:40 main:574] : INFO : Epoch 1622 | loss: 0.0311719 | val_loss: 0.0311814 | Time: 2062.06 ms
[2022-04-11 23:10:42 main:574] : INFO : Epoch 1623 | loss: 0.0311691 | val_loss: 0.0311794 | Time: 2050.41 ms
[2022-04-11 23:10:44 main:574] : INFO : Epoch 1624 | loss: 0.0311689 | val_loss: 0.031181 | Time: 2045.33 ms
[2022-04-11 23:10:46 main:574] : INFO : Epoch 1625 | loss: 0.0311682 | val_loss: 0.0311775 | Time: 2014.47 ms
[2022-04-11 23:10:48 main:574] : INFO : Epoch 1626 | loss: 0.0311688 | val_loss: 0.0311805 | Time: 2003.13 ms
[2022-04-11 23:10:50 main:574] : INFO : Epoch 1627 | loss: 0.0311694 | val_loss: 0.0311772 | Time: 2043.55 ms
[2022-04-11 23:10:52 main:574] : INFO : Epoch 1628 | loss: 0.0311694 | val_loss: 0.0311785 | Time: 2012.68 ms
[2022-04-11 23:10:54 main:574] : INFO : Epoch 1629 | loss: 0.0311741 | val_loss: 0.0311788 | Time: 2060.49 ms
[2022-04-11 23:10:56 main:574] : INFO : Epoch 1630 | loss: 0.031175 | val_loss: 0.0311802 | Time: 2040.63 ms
[2022-04-11 23:10:59 main:574] : INFO : Epoch 1631 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 2087.4 ms
[2022-04-11 23:11:01 main:574] : INFO : Epoch 1632 | loss: 0.0311739 | val_loss: 0.0311793 | Time: 2095.39 ms
[2022-04-11 23:11:03 main:574] : INFO : Epoch 1633 | loss: 0.0311795 | val_loss: 0.0311794 | Time: 2087.59 ms
[2022-04-11 23:11:05 main:574] : INFO : Epoch 1634 | loss: 0.031178 | val_loss: 0.0311908 | Time: 2080.27 ms
[2022-04-11 23:11:07 main:574] : INFO : Epoch 1635 | loss: 0.0311725 | val_loss: 0.0311803 | Time: 2065.19 ms
[2022-04-11 23:11:09 main:574] : INFO : Epoch 1636 | loss: 0.03117 | val_loss: 0.031179 | Time: 2057.48 ms
[2022-04-11 23:11:11 main:574] : INFO : Epoch 1637 | loss: 0.0311692 | val_loss: 0.0311773 | Time: 1973.65 ms
[2022-04-11 23:11:13 main:574] : INFO : Epoch 1638 | loss: 0.0311689 | val_loss: 0.031182 | Time: 2109.52 ms
[2022-04-11 23:11:16 main:574] : INFO : Epoch 1639 | loss: 0.0311697 | val_loss: 0.0311821 | Time: 2100.11 ms
[2022-04-11 23:11:18 main:574] : INFO : Epoch 1640 | loss: 0.0311739 | val_loss: 0.0311827 | Time: 2099.76 ms
[2022-04-11 23:11:20 main:574] : INFO : Epoch 1641 | loss: 0.0311703 | val_loss: 0.0311784 | Time: 2049.81 ms
[2022-04-11 23:11:22 main:574] : INFO : Epoch 1642 | loss: 0.0311691 | val_loss: 0.0311802 | Time: 2031.37 ms
[2022-04-11 23:11:24 main:574] : INFO : Epoch 1643 | loss: 0.0311688 | val_loss: 0.0311778 | Time: 2085.3 ms
[2022-04-11 23:11:26 main:574] : INFO : Epoch 1644 | loss: 0.0311712 | val_loss: 0.0311847 | Time: 2073.36 ms
[2022-04-11 23:11:28 main:574] : INFO : Epoch 1645 | loss: 0.0311796 | val_loss: 0.0311819 | Time: 2054.2 ms
[2022-04-11 23:11:30 main:574] : INFO : Epoch 1646 | loss: 0.0311764 | val_loss: 0.0311835 | Time: 2070.12 ms
[2022-04-11 23:11:32 main:574] : INFO : Epoch 1647 | loss: 0.0311749 | val_loss: 0.0311922 | Time: 2079.14 ms
[2022-04-11 23:11:35 main:574] : INFO : Epoch 1648 | loss: 0.0311751 | val_loss: 0.0311791 | Time: 2064.13 ms
[2022-04-11 23:11:37 main:574] : INFO : Epoch 1649 | loss: 0.0311736 | val_loss: 0.0311829 | Time: 2044.79 ms
[2022-04-11 23:11:39 main:574] : INFO : Epoch 1650 | loss: 0.0311729 | val_loss: 0.0311795 | Time: 2031.28 ms
[2022-04-11 23:11:41 main:574] : INFO : Epoch 1651 | loss: 0.0311697 | val_loss: 0.0311775 | Time: 2029.79 ms
[2022-04-11 23:11:43 main:574] : INFO : Epoch 1652 | loss: 0.0311687 | val_loss: 0.031185 | Time: 2074.49 ms
[2022-04-11 23:11:45 main:574] : INFO : Epoch 1653 | loss: 0.0311693 | val_loss: 0.0311834 | Time: 2083.36 ms
[2022-04-11 23:11:47 main:574] : INFO : Epoch 1654 | loss: 0.0311701 | val_loss: 0.0311839 | Time: 2087.81 ms
[2022-04-11 23:11:49 main:574] : INFO : Epoch 1655 | loss: 0.0311721 | val_loss: 0.0311795 | Time: 2053.37 ms
[2022-04-11 23:11:51 main:574] : INFO : Epoch 1656 | loss: 0.0311689 | val_loss: 0.031178 | Time: 2065.77 ms
[2022-04-11 23:11:54 main:574] : INFO : Epoch 1657 | loss: 0.0311685 | val_loss: 0.0311795 | Time: 2037.43 ms
[2022-04-11 23:11:56 main:574] : INFO : Epoch 1658 | loss: 0.031169 | val_loss: 0.0311854 | Time: 2031.74 ms
[2022-04-11 23:11:58 main:574] : INFO : Epoch 1659 | loss: 0.0311699 | val_loss: 0.0311802 | Time: 2087.24 ms
[2022-04-11 23:12:00 main:574] : INFO : Epoch 1660 | loss: 0.0311677 | val_loss: 0.0311838 | Time: 2062.71 ms
[2022-04-11 23:12:02 main:574] : INFO : Epoch 1661 | loss: 0.0311723 | val_loss: 0.031187 | Time: 2073.11 ms
[2022-04-11 23:12:04 main:574] : INFO : Epoch 1662 | loss: 0.0311794 | val_loss: 0.0311864 | Time: 2079.62 ms
[2022-04-11 23:12:06 main:574] : INFO : Epoch 1663 | loss: 0.0311763 | val_loss: 0.0311826 | Time: 2044.49 ms
[2022-04-11 23:12:08 main:574] : INFO : Epoch 1664 | loss: 0.0311789 | val_loss: 0.0311903 | Time: 2092.45 ms
[2022-04-11 23:12:10 main:574] : INFO : Epoch 1665 | loss: 0.0311768 | val_loss: 0.0311775 | Time: 2063.54 ms
[2022-04-11 23:12:13 main:574] : INFO : Epoch 1666 | loss: 0.0311739 | val_loss: 0.0311804 | Time: 2022.05 ms
[2022-04-11 23:12:15 main:574] : INFO : Epoch 1667 | loss: 0.0311734 | val_loss: 0.0311785 | Time: 2072.78 ms
[2022-04-11 23:12:17 main:574] : INFO : Epoch 1668 | loss: 0.0311709 | val_loss: 0.0311809 | Time: 2039.95 ms
[2022-04-11 23:12:19 main:574] : INFO : Epoch 1669 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 2054.77 ms
[2022-04-11 23:12:21 main:574] : INFO : Epoch 1670 | loss: 0.0311706 | val_loss: 0.0311789 | Time: 2070.06 ms
[2022-04-11 23:12:23 main:574] : INFO : Epoch 1671 | loss: 0.0311706 | val_loss: 0.0311831 | Time: 2049.87 ms
[2022-04-11 23:12:25 main:574] : INFO : Epoch 1672 | loss: 0.031174 | val_loss: 0.0311861 | Time: 2064.32 ms
[2022-04-11 23:12:27 main:574] : INFO : Epoch 1673 | loss: 0.0311731 | val_loss: 0.0311848 | Time: 2010.22 ms
[2022-04-11 23:12:29 main:574] : INFO : Epoch 1674 | loss: 0.0311747 | val_loss: 0.0311785 | Time: 2025.88 ms
[2022-04-11 23:12:31 main:574] : INFO : Epoch 1675 | loss: 0.0311707 | val_loss: 0.0311784 | Time: 2034.91 ms
[2022-04-11 23:12:34 main:574] : INFO : Epoch 1676 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 2100.13 ms
[2022-04-11 23:12:36 main:574] : INFO : Epoch 1677 | loss: 0.0311718 | val_loss: 0.0311796 | Time: 2096.98 ms
[2022-04-11 23:12:38 main:574] : INFO : Epoch 1678 | loss: 0.0311691 | val_loss: 0.0311784 | Time: 2093.32 ms
[2022-04-11 23:12:40 main:574] : INFO : Epoch 1679 | loss: 0.0311742 | val_loss: 0.0311878 | Time: 2079.31 ms
[2022-04-11 23:12:42 main:574] : INFO : Epoch 1680 | loss: 0.0311729 | val_loss: 0.0311791 | Time: 2030.23 ms
[2022-04-11 23:12:44 main:574] : INFO : Epoch 1681 | loss: 0.0311694 | val_loss: 0.0311806 | Time: 2036.94 ms
[2022-04-11 23:12:46 main:574] : INFO : Epoch 1682 | loss: 0.0311709 | val_loss: 0.0311773 | Time: 2065.06 ms
[2022-04-11 23:12:48 main:574] : INFO : Epoch 1683 | loss: 0.0311726 | val_loss: 0.0311855 | Time: 2067.86 ms
[2022-04-11 23:12:50 main:574] : INFO : Epoch 1684 | loss: 0.0311722 | val_loss: 0.031183 | Time: 2072.65 ms
[2022-04-11 23:12:53 main:574] : INFO : Epoch 1685 | loss: 0.03117 | val_loss: 0.0311801 | Time: 2069.71 ms
[2022-04-11 23:12:55 main:574] : INFO : Epoch 1686 | loss: 0.0311693 | val_loss: 0.0311788 | Time: 2086.16 ms
[2022-04-11 23:12:57 main:574] : INFO : Epoch 1687 | loss: 0.0311684 | val_loss: 0.0311785 | Time: 2038.82 ms
[2022-04-11 23:12:59 main:574] : INFO : Epoch 1688 | loss: 0.0311675 | val_loss: 0.0311773 | Time: 2067.6 ms
[2022-04-11 23:13:01 main:574] : INFO : Epoch 1689 | loss: 0.0311679 | val_loss: 0.0311772 | Time: 2095.35 ms
[2022-04-11 23:13:03 main:574] : INFO : Epoch 1690 | loss: 0.0311719 | val_loss: 0.0311832 | Time: 2080.02 ms
[2022-04-11 23:13:05 main:574] : INFO : Epoch 1691 | loss: 0.0311733 | val_loss: 0.0311817 | Time: 2123.33 ms
[2022-04-11 23:13:08 main:574] : INFO : Epoch 1692 | loss: 0.0311703 | val_loss: 0.0311779 | Time: 2081.24 ms
[2022-04-11 23:13:10 main:574] : INFO : Epoch 1693 | loss: 0.0311693 | val_loss: 0.0311797 | Time: 2108.03 ms
[2022-04-11 23:13:12 main:574] : INFO : Epoch 1694 | loss: 0.0311692 | val_loss: 0.0311793 | Time: 2080.01 ms
[2022-04-11 23:13:14 main:574] : INFO : Epoch 1695 | loss: 0.0311695 | val_loss: 0.0311813 | Time: 2075.64 ms
[2022-04-11 23:13:16 main:574] : INFO : Epoch 1696 | loss: 0.0311683 | val_loss: 0.0311782 | Time: 2074.7 ms
[2022-04-11 23:13:18 main:574] : INFO : Epoch 1697 | loss: 0.0311698 | val_loss: 0.0311894 | Time: 2086.22 ms
[2022-04-11 23:13:20 main:574] : INFO : Epoch 1698 | loss: 0.0311677 | val_loss: 0.0311791 | Time: 2088.85 ms
[2022-04-11 23:13:23 main:574] : INFO : Epoch 1699 | loss: 0.0311679 | val_loss: 0.0311808 | Time: 2075.46 ms
[2022-04-11 23:13:25 main:574] : INFO : Epoch 1700 | loss: 0.0311705 | val_loss: 0.0311796 | Time: 2060.04 ms
[2022-04-11 23:13:27 main:574] : INFO : Epoch 1701 | loss: 0.0311703 | val_loss: 0.0311804 | Time: 2062.06 ms
[2022-04-11 23:13:29 main:574] : INFO : Epoch 1702 | loss: 0.0311744 | val_loss: 0.0311924 | Time: 2081.4 ms
[2022-04-11 23:13:31 main:574] : INFO : Epoch 1703 | loss: 0.0311706 | val_loss: 0.0311798 | Time: 2081.75 ms
[2022-04-11 23:13:33 main:574] : INFO : Epoch 1704 | loss: 0.0311703 | val_loss: 0.0311831 | Time: 2090.5 ms
[2022-04-11 23:13:35 main:574] : INFO : Epoch 1705 | loss: 0.0311722 | val_loss: 0.031183 | Time: 2100.33 ms
[2022-04-11 23:13:38 main:574] : INFO : Epoch 1706 | loss: 0.0311699 | val_loss: 0.0311823 | Time: 2072.55 ms
[2022-04-11 23:13:40 main:574] : INFO : Epoch 1707 | loss: 0.0311683 | val_loss: 0.0311786 | Time: 2115.48 ms
[2022-04-11 23:13:42 main:574] : INFO : Epoch 1708 | loss: 0.0311681 | val_loss: 0.0311798 | Time: 2105.31 ms
[2022-04-11 23:13:44 main:574] : INFO : Epoch 1709 | loss: 0.0311691 | val_loss: 0.0311844 | Time: 2099.45 ms
[2022-04-11 23:13:46 main:574] : INFO : Epoch 1710 | loss: 0.0311703 | val_loss: 0.0311872 | Time: 2100.28 ms
[2022-04-11 23:13:48 main:574] : INFO : Epoch 1711 | loss: 0.0311754 | val_loss: 0.0311948 | Time: 2064.56 ms
[2022-04-11 23:13:50 main:574] : INFO : Epoch 1712 | loss: 0.0311716 | val_loss: 0.0311775 | Time: 2089.38 ms
[2022-04-11 23:13:53 main:574] : INFO : Epoch 1713 | loss: 0.0311682 | val_loss: 0.0311791 | Time: 2037.01 ms
[2022-04-11 23:13:55 main:574] : INFO : Epoch 1714 | loss: 0.0311689 | val_loss: 0.0311799 | Time: 2087.63 ms
[2022-04-11 23:13:57 main:574] : INFO : Epoch 1715 | loss: 0.0311686 | val_loss: 0.0311816 | Time: 2022.03 ms
[2022-04-11 23:13:59 main:574] : INFO : Epoch 1716 | loss: 0.0311674 | val_loss: 0.0311784 | Time: 2083.46 ms
[2022-04-11 23:14:01 main:574] : INFO : Epoch 1717 | loss: 0.0311662 | val_loss: 0.0311809 | Time: 2055.75 ms
[2022-04-11 23:14:03 main:574] : INFO : Epoch 1718 | loss: 0.0311661 | val_loss: 0.0311807 | Time: 2080.02 ms
[2022-04-11 23:14:05 main:574] : INFO : Epoch 1719 | loss: 0.0311707 | val_loss: 0.0311797 | Time: 2053.61 ms
[2022-04-11 23:14:07 main:574] : INFO : Epoch 1720 | loss: 0.0311713 | val_loss: 0.0311915 | Time: 2076.66 ms
[2022-04-11 23:14:10 main:574] : INFO : Epoch 1721 | loss: 0.0311698 | val_loss: 0.0311829 | Time: 2079.78 ms
[2022-04-11 23:14:12 main:574] : INFO : Epoch 1722 | loss: 0.0311654 | val_loss: 0.0311803 | Time: 2073.32 ms
[2022-04-11 23:14:14 main:574] : INFO : Epoch 1723 | loss: 0.0311662 | val_loss: 0.031193 | Time: 2097.44 ms
[2022-04-11 23:14:16 main:574] : INFO : Epoch 1724 | loss: 0.0311692 | val_loss: 0.0311784 | Time: 2088.75 ms
[2022-04-11 23:14:18 main:574] : INFO : Epoch 1725 | loss: 0.0311661 | val_loss: 0.0311818 | Time: 2095.72 ms
[2022-04-11 23:14:21 main:574] : INFO : Epoch 1726 | loss: 0.0311676 | val_loss: 0.0311815 | Time: 2128.62 ms
[2022-04-11 23:14:23 main:574] : INFO : Epoch 1727 | loss: 0.0311675 | val_loss: 0.0311844 | Time: 2073.74 ms
[2022-04-11 23:14:25 main:574] : INFO : Epoch 1728 | loss: 0.0311729 | val_loss: 0.0311834 | Time: 2086.33 ms
[2022-04-11 23:14:27 main:574] : INFO : Epoch 1729 | loss: 0.0311706 | val_loss: 0.0311842 | Time: 2114.57 ms
[2022-04-11 23:14:29 main:574] : INFO : Epoch 1730 | loss: 0.031167 | val_loss: 0.0311786 | Time: 2039.3 ms
[2022-04-11 23:14:31 main:574] : INFO : Epoch 1731 | loss: 0.0311655 | val_loss: 0.0311793 | Time: 2067.74 ms
[2022-04-11 23:14:33 main:574] : INFO : Epoch 1732 | loss: 0.0311661 | val_loss: 0.0311807 | Time: 2077.28 ms
[2022-04-11 23:14:35 main:574] : INFO : Epoch 1733 | loss: 0.0311651 | val_loss: 0.0311784 | Time: 2020.13 ms
[2022-04-11 23:14:38 main:574] : INFO : Epoch 1734 | loss: 0.0311657 | val_loss: 0.0311859 | Time: 2070.92 ms
[2022-04-11 23:14:40 main:574] : INFO : Epoch 1735 | loss: 0.0311697 | val_loss: 0.0311794 | Time: 2092.15 ms
[2022-04-11 23:14:42 main:574] : INFO : Epoch 1736 | loss: 0.0311696 | val_loss: 0.0311788 | Time: 2027.16 ms
[2022-04-11 23:14:44 main:574] : INFO : Epoch 1737 | loss: 0.0311741 | val_loss: 0.03118 | Time: 2072.88 ms
[2022-04-11 23:14:46 main:574] : INFO : Epoch 1738 | loss: 0.0311712 | val_loss: 0.0311787 | Time: 2026.59 ms
[2022-04-11 23:14:48 main:574] : INFO : Epoch 1739 | loss: 0.0311678 | val_loss: 0.0311776 | Time: 2073.51 ms
[2022-04-11 23:14:50 main:574] : INFO : Epoch 1740 | loss: 0.0311707 | val_loss: 0.0311789 | Time: 2062.87 ms
[2022-04-11 23:14:52 main:574] : INFO : Epoch 1741 | loss: 0.0311677 | val_loss: 0.0311762 | Time: 2058.93 ms
[2022-04-11 23:14:55 main:574] : INFO : Epoch 1742 | loss: 0.0311666 | val_loss: 0.0311775 | Time: 2075.48 ms
[2022-04-11 23:14:57 main:574] : INFO : Epoch 1743 | loss: 0.031166 | val_loss: 0.0311781 | Time: 2131.03 ms
[2022-04-11 23:14:59 main:574] : INFO : Epoch 1744 | loss: 0.0311655 | val_loss: 0.0311748 | Time: 2073.94 ms
[2022-04-11 23:15:01 main:574] : INFO : Epoch 1745 | loss: 0.0311665 | val_loss: 0.0311748 | Time: 2079.26 ms
[2022-04-11 23:15:03 main:574] : INFO : Epoch 1746 | loss: 0.0311665 | val_loss: 0.0311775 | Time: 2085.28 ms
[2022-04-11 23:15:05 main:574] : INFO : Epoch 1747 | loss: 0.0311688 | val_loss: 0.0311819 | Time: 2095.6 ms
[2022-04-11 23:15:07 main:574] : INFO : Epoch 1748 | loss: 0.0311676 | val_loss: 0.0311811 | Time: 2046.1 ms
[2022-04-11 23:15:10 main:574] : INFO : Epoch 1749 | loss: 0.031168 | val_loss: 0.0311776 | Time: 2043.28 ms
[2022-04-11 23:15:12 main:574] : INFO : Epoch 1750 | loss: 0.0311662 | val_loss: 0.0311732 | Time: 2026.47 ms
[2022-04-11 23:15:14 main:574] : INFO : Epoch 1751 | loss: 0.0311684 | val_loss: 0.0311893 | Time: 2091.48 ms
[2022-04-11 23:15:16 main:574] : INFO : Epoch 1752 | loss: 0.0311721 | val_loss: 0.031189 | Time: 2054.43 ms
[2022-04-11 23:15:18 main:574] : INFO : Epoch 1753 | loss: 0.0311705 | val_loss: 0.0311825 | Time: 2072.15 ms
[2022-04-11 23:15:20 main:574] : INFO : Epoch 1754 | loss: 0.0311672 | val_loss: 0.0311774 | Time: 2100.56 ms
[2022-04-11 23:15:22 main:574] : INFO : Epoch 1755 | loss: 0.0311642 | val_loss: 0.0311766 | Time: 2051.71 ms
[2022-04-11 23:15:24 main:574] : INFO : Epoch 1756 | loss: 0.0311661 | val_loss: 0.0311837 | Time: 2070.84 ms
[2022-04-11 23:15:27 main:574] : INFO : Epoch 1757 | loss: 0.0311712 | val_loss: 0.0311773 | Time: 2095.74 ms
[2022-04-11 23:15:29 main:574] : INFO : Epoch 1758 | loss: 0.0311676 | val_loss: 0.0311782 | Time: 2101.85 ms
[2022-04-11 23:15:31 main:574] : INFO : Epoch 1759 | loss: 0.0311642 | val_loss: 0.0311774 | Time: 2058.28 ms
[2022-04-11 23:15:33 main:574] : INFO : Epoch 1760 | loss: 0.0311642 | val_loss: 0.0311765 | Time: 2082.95 ms
[2022-04-11 23:15:35 main:574] : INFO : Epoch 1761 | loss: 0.0311629 | val_loss: 0.0311787 | Time: 2088.34 ms
[2022-04-11 23:15:37 main:574] : INFO : Epoch 1762 | loss: 0.0311657 | val_loss: 0.031179 | Time: 2073.82 ms
[2022-04-11 23:15:39 main:574] : INFO : Epoch 1763 | loss: 0.0311648 | val_loss: 0.0311788 | Time: 2110.13 ms
[2022-04-11 23:15:42 main:574] : INFO : Epoch 1764 | loss: 0.0311656 | val_loss: 0.0311803 | Time: 2041.38 ms
[2022-04-11 23:15:44 main:574] : INFO : Epoch 1765 | loss: 0.0311678 | val_loss: 0.0311793 | Time: 2038.88 ms
[2022-04-11 23:15:46 main:574] : INFO : Epoch 1766 | loss: 0.0311675 | val_loss: 0.0311812 | Time: 2050.36 ms
[2022-04-11 23:15:48 main:574] : INFO : Epoch 1767 | loss: 0.0311683 | val_loss: 0.0311913 | Time: 2054.66 ms
[2022-04-11 23:15:50 main:574] : INFO : Epoch 1768 | loss: 0.0311707 | val_loss: 0.0311976 | Time: 2064.27 ms
[2022-04-11 23:15:52 main:574] : INFO : Epoch 1769 | loss: 0.0311718 | val_loss: 0.0311804 | Time: 2066.35 ms
[2022-04-11 23:15:54 main:574] : INFO : Epoch 1770 | loss: 0.0311653 | val_loss: 0.0311789 | Time: 2100.82 ms
[2022-04-11 23:15:56 main:574] : INFO : Epoch 1771 | loss: 0.0311637 | val_loss: 0.0311781 | Time: 2081.93 ms
[2022-04-11 23:15:59 main:574] : INFO : Epoch 1772 | loss: 0.0311693 | val_loss: 0.0311859 | Time: 2080.78 ms
[2022-04-11 23:16:01 main:574] : INFO : Epoch 1773 | loss: 0.0311693 | val_loss: 0.0311791 | Time: 2061.49 ms
[2022-04-11 23:16:03 main:574] : INFO : Epoch 1774 | loss: 0.0311667 | val_loss: 0.0311812 | Time: 2012.89 ms
[2022-04-11 23:16:05 main:574] : INFO : Epoch 1775 | loss: 0.0311668 | val_loss: 0.0311821 | Time: 2041.98 ms
[2022-04-11 23:16:07 main:574] : INFO : Epoch 1776 | loss: 0.0311667 | val_loss: 0.0311803 | Time: 2057.62 ms
[2022-04-11 23:16:09 main:574] : INFO : Epoch 1777 | loss: 0.031165 | val_loss: 0.0311882 | Time: 2067.73 ms
[2022-04-11 23:16:11 main:574] : INFO : Epoch 1778 | loss: 0.0311666 | val_loss: 0.0311833 | Time: 2120.53 ms
[2022-04-11 23:16:13 main:574] : INFO : Epoch 1779 | loss: 0.0311656 | val_loss: 0.0311783 | Time: 2089.72 ms
[2022-04-11 23:16:16 main:574] : INFO : Epoch 1780 | loss: 0.0311646 | val_loss: 0.0311784 | Time: 2108.01 ms
[2022-04-11 23:16:18 main:574] : INFO : Epoch 1781 | loss: 0.0311663 | val_loss: 0.0311794 | Time: 2097.73 ms
[2022-04-11 23:16:20 main:574] : INFO : Epoch 1782 | loss: 0.0311676 | val_loss: 0.0311764 | Time: 2066.95 ms
[2022-04-11 23:16:22 main:574] : INFO : Epoch 1783 | loss: 0.0311717 | val_loss: 0.0311966 | Time: 2077 ms
[2022-04-11 23:16:24 main:574] : INFO : Epoch 1784 | loss: 0.0311714 | val_loss: 0.03118 | Time: 2071.76 ms
[2022-04-11 23:16:26 main:574] : INFO : Epoch 1785 | loss: 0.0311689 | val_loss: 0.0311878 | Time: 2033.14 ms
[2022-04-11 23:16:28 main:574] : INFO : Epoch 1786 | loss: 0.0311668 | val_loss: 0.0311793 | Time: 2063.74 ms
[2022-04-11 23:16:30 main:574] : INFO : Epoch 1787 | loss: 0.0311662 | val_loss: 0.0311829 | Time: 2059.31 ms
[2022-04-11 23:16:32 main:574] : INFO : Epoch 1788 | loss: 0.0311665 | val_loss: 0.0311844 | Time: 2044.23 ms
[2022-04-11 23:16:35 main:574] : INFO : Epoch 1789 | loss: 0.0311637 | val_loss: 0.0311799 | Time: 2052.83 ms
[2022-04-11 23:16:37 main:574] : INFO : Epoch 1790 | loss: 0.0311624 | val_loss: 0.0311814 | Time: 2041.65 ms
[2022-04-11 23:16:39 main:574] : INFO : Epoch 1791 | loss: 0.0311642 | val_loss: 0.031178 | Time: 2070.2 ms
[2022-04-11 23:16:41 main:574] : INFO : Epoch 1792 | loss: 0.0311624 | val_loss: 0.0311779 | Time: 2039.49 ms
[2022-04-11 23:16:43 main:574] : INFO : Epoch 1793 | loss: 0.0311643 | val_loss: 0.0311795 | Time: 2140.02 ms
[2022-04-11 23:16:45 main:574] : INFO : Epoch 1794 | loss: 0.0311636 | val_loss: 0.0311777 | Time: 2007.51 ms
[2022-04-11 23:16:47 main:574] : INFO : Epoch 1795 | loss: 0.0311632 | val_loss: 0.0311807 | Time: 2031.47 ms
[2022-04-11 23:16:50 main:574] : INFO : Epoch 1796 | loss: 0.0311653 | val_loss: 0.0311839 | Time: 2047.4 ms
[2022-04-11 23:16:52 main:574] : INFO : Epoch 1797 | loss: 0.0311669 | val_loss: 0.0311831 | Time: 2067.9 ms
[2022-04-11 23:16:54 main:574] : INFO : Epoch 1798 | loss: 0.0311651 | val_loss: 0.0311807 | Time: 2094.82 ms
[2022-04-11 23:16:56 main:574] : INFO : Epoch 1799 | loss: 0.031173 | val_loss: 0.0311814 | Time: 2004.99 ms
[2022-04-11 23:16:58 main:574] : INFO : Epoch 1800 | loss: 0.0311706 | val_loss: 0.0311848 | Time: 2050.54 ms
[2022-04-11 23:17:00 main:574] : INFO : Epoch 1801 | loss: 0.03117 | val_loss: 0.0311876 | Time: 2054.08 ms
[2022-04-11 23:17:02 main:574] : INFO : Epoch 1802 | loss: 0.0311704 | val_loss: 0.0311779 | Time: 2050.88 ms
[2022-04-11 23:17:04 main:574] : INFO : Epoch 1803 | loss: 0.0311693 | val_loss: 0.0311778 | Time: 1998.39 ms
[2022-04-11 23:17:06 main:574] : INFO : Epoch 1804 | loss: 0.0311677 | val_loss: 0.0311794 | Time: 1985.32 ms
[2022-04-11 23:17:08 main:574] : INFO : Epoch 1805 | loss: 0.0311679 | val_loss: 0.0311795 | Time: 2020.97 ms
[2022-04-11 23:17:10 main:574] : INFO : Epoch 1806 | loss: 0.031169 | val_loss: 0.0311817 | Time: 2069.44 ms
[2022-04-11 23:17:13 main:574] : INFO : Epoch 1807 | loss: 0.0311699 | val_loss: 0.0311839 | Time: 2073.73 ms
[2022-04-11 23:17:15 main:574] : INFO : Epoch 1808 | loss: 0.0311714 | val_loss: 0.0311838 | Time: 2067.63 ms
[2022-04-11 23:17:17 main:574] : INFO : Epoch 1809 | loss: 0.0311713 | val_loss: 0.0311802 | Time: 2094.01 ms
[2022-04-11 23:17:19 main:574] : INFO : Epoch 1810 | loss: 0.0311706 | val_loss: 0.0311839 | Time: 2061.4 ms
[2022-04-11 23:17:21 main:574] : INFO : Epoch 1811 | loss: 0.0311721 | val_loss: 0.0311834 | Time: 2084.55 ms
[2022-04-11 23:17:23 main:574] : INFO : Epoch 1812 | loss: 0.0311728 | val_loss: 0.0311843 | Time: 2068.79 ms
[2022-04-11 23:17:25 main:574] : INFO : Epoch 1813 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 2043.2 ms
[2022-04-11 23:17:27 main:574] : INFO : Epoch 1814 | loss: 0.0311676 | val_loss: 0.0311788 | Time: 2036.12 ms
[2022-04-11 23:17:29 main:574] : INFO : Epoch 1815 | loss: 0.0311664 | val_loss: 0.0311782 | Time: 1964.11 ms
[2022-04-11 23:17:32 main:574] : INFO : Epoch 1816 | loss: 0.0311666 | val_loss: 0.0311759 | Time: 2071.91 ms
[2022-04-11 23:17:34 main:574] : INFO : Epoch 1817 | loss: 0.0311672 | val_loss: 0.031186 | Time: 2014.79 ms
[2022-04-11 23:17:36 main:574] : INFO : Epoch 1818 | loss: 0.0311695 | val_loss: 0.031179 | Time: 2074.79 ms
[2022-04-11 23:17:38 main:574] : INFO : Epoch 1819 | loss: 0.0311692 | val_loss: 0.0311764 | Time: 2050.09 ms
[2022-04-11 23:17:40 main:574] : INFO : Epoch 1820 | loss: 0.0311702 | val_loss: 0.0311811 | Time: 2027.92 ms
[2022-04-11 23:17:42 main:574] : INFO : Epoch 1821 | loss: 0.0311668 | val_loss: 0.0311815 | Time: 2074.18 ms
[2022-04-11 23:17:45 main:574] : INFO : Epoch 1822 | loss: 0.031168 | val_loss: 0.0311783 | Time: 2073.27 ms
[2022-04-11 23:17:47 main:574] : INFO : Epoch 1823 | loss: 0.0311651 | val_loss: 0.0311776 | Time: 2017.38 ms
[2022-04-11 23:17:49 main:574] : INFO : Epoch 1824 | loss: 0.0311633 | val_loss: 0.0311797 | Time: 2038.69 ms
[2022-04-11 23:17:51 main:574] : INFO : Epoch 1825 | loss: 0.0311658 | val_loss: 0.0311786 | Time: 2062.01 ms
[2022-04-11 23:17:53 main:574] : INFO : Epoch 1826 | loss: 0.0311676 | val_loss: 0.0311755 | Time: 2053.82 ms
[2022-04-11 23:17:55 main:574] : INFO : Epoch 1827 | loss: 0.031168 | val_loss: 0.0311783 | Time: 2046.97 ms
[2022-04-11 23:17:57 main:574] : INFO : Epoch 1828 | loss: 0.0311655 | val_loss: 0.0311775 | Time: 2066.45 ms
[2022-04-11 23:17:59 main:574] : INFO : Epoch 1829 | loss: 0.0311641 | val_loss: 0.0311774 | Time: 2039.37 ms
[2022-04-11 23:18:01 main:574] : INFO : Epoch 1830 | loss: 0.0311645 | val_loss: 0.0311761 | Time: 2056.18 ms
[2022-04-11 23:18:03 main:574] : INFO : Epoch 1831 | loss: 0.0311623 | val_loss: 0.031176 | Time: 2064.56 ms
[2022-04-11 23:18:06 main:574] : INFO : Epoch 1832 | loss: 0.0311627 | val_loss: 0.0311762 | Time: 2083.38 ms
[2022-04-11 23:18:08 main:574] : INFO : Epoch 1833 | loss: 0.0311639 | val_loss: 0.0311756 | Time: 2024.12 ms
[2022-04-11 23:18:10 main:574] : INFO : Epoch 1834 | loss: 0.0311639 | val_loss: 0.0311784 | Time: 2082.85 ms
[2022-04-11 23:18:12 main:574] : INFO : Epoch 1835 | loss: 0.0311677 | val_loss: 0.0311811 | Time: 2103.8 ms
[2022-04-11 23:18:14 main:574] : INFO : Epoch 1836 | loss: 0.031166 | val_loss: 0.0311784 | Time: 2083.82 ms
[2022-04-11 23:18:16 main:574] : INFO : Epoch 1837 | loss: 0.0311631 | val_loss: 0.0311802 | Time: 2107.34 ms
[2022-04-11 23:18:18 main:574] : INFO : Epoch 1838 | loss: 0.031163 | val_loss: 0.0311751 | Time: 2087.47 ms
[2022-04-11 23:18:20 main:574] : INFO : Epoch 1839 | loss: 0.0311632 | val_loss: 0.0311776 | Time: 2087.71 ms
[2022-04-11 23:18:23 main:574] : INFO : Epoch 1840 | loss: 0.0311641 | val_loss: 0.0311739 | Time: 2106.01 ms
[2022-04-11 23:18:25 main:574] : INFO : Epoch 1841 | loss: 0.0311663 | val_loss: 0.0311768 | Time: 2102.46 ms
[2022-04-11 23:18:27 main:574] : INFO : Epoch 1842 | loss: 0.0311642 | val_loss: 0.0311767 | Time: 2117.45 ms
[2022-04-11 23:18:29 main:574] : INFO : Epoch 1843 | loss: 0.0311688 | val_loss: 0.0311791 | Time: 2064 ms
[2022-04-11 23:18:31 main:574] : INFO : Epoch 1844 | loss: 0.031164 | val_loss: 0.0311802 | Time: 2079.81 ms
[2022-04-11 23:18:33 main:574] : INFO : Epoch 1845 | loss: 0.0311635 | val_loss: 0.0311777 | Time: 2032.47 ms
[2022-04-11 23:18:35 main:574] : INFO : Epoch 1846 | loss: 0.0311645 | val_loss: 0.0311769 | Time: 2041.68 ms
[2022-04-11 23:18:38 main:574] : INFO : Epoch 1847 | loss: 0.0311616 | val_loss: 0.03118 | Time: 2030.53 ms
[2022-04-11 23:18:40 main:574] : INFO : Epoch 1848 | loss: 0.0311644 | val_loss: 0.0311902 | Time: 2057.63 ms
[2022-04-11 23:18:42 main:574] : INFO : Epoch 1849 | loss: 0.0311732 | val_loss: 0.0311868 | Time: 2038.8 ms
[2022-04-11 23:18:44 main:574] : INFO : Epoch 1850 | loss: 0.0311667 | val_loss: 0.0311777 | Time: 2084.82 ms
[2022-04-11 23:18:46 main:574] : INFO : Epoch 1851 | loss: 0.0311642 | val_loss: 0.0311772 | Time: 2044.81 ms
[2022-04-11 23:18:48 main:574] : INFO : Epoch 1852 | loss: 0.0311639 | val_loss: 0.0311773 | Time: 2076.62 ms
[2022-04-11 23:18:50 main:574] : INFO : Epoch 1853 | loss: 0.0311644 | val_loss: 0.0311772 | Time: 2086.1 ms
[2022-04-11 23:18:52 main:574] : INFO : Epoch 1854 | loss: 0.0311634 | val_loss: 0.0311769 | Time: 2056.44 ms
[2022-04-11 23:18:55 main:574] : INFO : Epoch 1855 | loss: 0.0311628 | val_loss: 0.0311767 | Time: 2087.99 ms
[2022-04-11 23:18:57 main:574] : INFO : Epoch 1856 | loss: 0.0311632 | val_loss: 0.0311805 | Time: 2059.33 ms
[2022-04-11 23:18:59 main:574] : INFO : Epoch 1857 | loss: 0.0311621 | val_loss: 0.0311763 | Time: 2050.92 ms
[2022-04-11 23:19:01 main:574] : INFO : Epoch 1858 | loss: 0.0311625 | val_loss: 0.0311791 | Time: 2050.97 ms
[2022-04-11 23:19:03 main:574] : INFO : Epoch 1859 | loss: 0.0311638 | val_loss: 0.03118 | Time: 2054.02 ms
[2022-04-11 23:19:05 main:574] : INFO : Epoch 1860 | loss: 0.0311651 | val_loss: 0.0311819 | Time: 2035.44 ms
[2022-04-11 23:19:07 main:574] : INFO : Epoch 1861 | loss: 0.0311741 | val_loss: 0.0311802 | Time: 2026.34 ms
[2022-04-11 23:19:10 main:574] : INFO : Epoch 1862 | loss: 0.0311639 | val_loss: 0.03118 | Time: 2072.71 ms
[2022-04-11 23:19:12 main:574] : INFO : Epoch 1863 | loss: 0.0311624 | val_loss: 0.0311778 | Time: 2099.17 ms
[2022-04-11 23:19:14 main:574] : INFO : Epoch 1864 | loss: 0.0311652 | val_loss: 0.0311795 | Time: 2092.74 ms
[2022-04-11 23:19:16 main:574] : INFO : Epoch 1865 | loss: 0.0311639 | val_loss: 0.0311767 | Time: 2124.95 ms
[2022-04-11 23:19:18 main:574] : INFO : Epoch 1866 | loss: 0.031164 | val_loss: 0.0311783 | Time: 2103.26 ms
[2022-04-11 23:19:20 main:574] : INFO : Epoch 1867 | loss: 0.0311656 | val_loss: 0.0311796 | Time: 2101.58 ms
[2022-04-11 23:19:22 main:574] : INFO : Epoch 1868 | loss: 0.0311653 | val_loss: 0.0311794 | Time: 2085.83 ms
[2022-04-11 23:19:25 main:574] : INFO : Epoch 1869 | loss: 0.0311632 | val_loss: 0.031182 | Time: 2095.68 ms
[2022-04-11 23:19:27 main:574] : INFO : Epoch 1870 | loss: 0.0311622 | val_loss: 0.0311782 | Time: 2089.45 ms
[2022-04-11 23:19:29 main:574] : INFO : Epoch 1871 | loss: 0.0311619 | val_loss: 0.031179 | Time: 2080.97 ms
[2022-04-11 23:19:31 main:574] : INFO : Epoch 1872 | loss: 0.0311621 | val_loss: 0.0311792 | Time: 2099.87 ms
[2022-04-11 23:19:33 main:574] : INFO : Epoch 1873 | loss: 0.0311628 | val_loss: 0.031183 | Time: 2092.38 ms
[2022-04-11 23:19:35 main:574] : INFO : Epoch 1874 | loss: 0.0311636 | val_loss: 0.0311766 | Time: 2046.02 ms
[2022-04-11 23:19:37 main:574] : INFO : Epoch 1875 | loss: 0.0311628 | val_loss: 0.0311792 | Time: 2076.12 ms
[2022-04-11 23:19:40 main:574] : INFO : Epoch 1876 | loss: 0.0311622 | val_loss: 0.0311814 | Time: 2074.33 ms
[2022-04-11 23:19:42 main:574] : INFO : Epoch 1877 | loss: 0.0311655 | val_loss: 0.0311897 | Time: 2074.96 ms
[2022-04-11 23:19:44 main:574] : INFO : Epoch 1878 | loss: 0.0311659 | val_loss: 0.0311779 | Time: 2068.66 ms
[2022-04-11 23:19:46 main:574] : INFO : Epoch 1879 | loss: 0.0311636 | val_loss: 0.0311799 | Time: 2082.31 ms
[2022-04-11 23:19:48 main:574] : INFO : Epoch 1880 | loss: 0.0311628 | val_loss: 0.0311785 | Time: 2072.54 ms
[2022-04-11 23:19:50 main:574] : INFO : Epoch 1881 | loss: 0.0311625 | val_loss: 0.0311821 | Time: 2062.81 ms
[2022-04-11 23:19:52 main:574] : INFO : Epoch 1882 | loss: 0.0311666 | val_loss: 0.0311972 | Time: 2066.61 ms
[2022-04-11 23:19:54 main:574] : INFO : Epoch 1883 | loss: 0.031168 | val_loss: 0.0311858 | Time: 2040.04 ms
[2022-04-11 23:19:56 main:574] : INFO : Epoch 1884 | loss: 0.0311686 | val_loss: 0.0311879 | Time: 2032 ms
[2022-04-11 23:19:59 main:574] : INFO : Epoch 1885 | loss: 0.031168 | val_loss: 0.0311799 | Time: 1987.02 ms
[2022-04-11 23:20:01 main:574] : INFO : Epoch 1886 | loss: 0.0311661 | val_loss: 0.031185 | Time: 2101.91 ms
[2022-04-11 23:20:03 main:574] : INFO : Epoch 1887 | loss: 0.0311664 | val_loss: 0.0311788 | Time: 2072.7 ms
[2022-04-11 23:20:05 main:574] : INFO : Epoch 1888 | loss: 0.0311645 | val_loss: 0.0311831 | Time: 2079.8 ms
[2022-04-11 23:20:07 main:574] : INFO : Epoch 1889 | loss: 0.0311662 | val_loss: 0.0311932 | Time: 2062.85 ms
[2022-04-11 23:20:09 main:574] : INFO : Epoch 1890 | loss: 0.0311678 | val_loss: 0.0311854 | Time: 2079 ms
[2022-04-11 23:20:11 main:574] : INFO : Epoch 1891 | loss: 0.031165 | val_loss: 0.0311834 | Time: 2083.4 ms
[2022-04-11 23:20:13 main:574] : INFO : Epoch 1892 | loss: 0.0311644 | val_loss: 0.0311898 | Time: 2070.36 ms
[2022-04-11 23:20:15 main:574] : INFO : Epoch 1893 | loss: 0.0311874 | val_loss: 0.0311876 | Time: 2017.67 ms
[2022-04-11 23:20:18 main:574] : INFO : Epoch 1894 | loss: 0.0311781 | val_loss: 0.0311823 | Time: 2071.27 ms
[2022-04-11 23:20:20 main:574] : INFO : Epoch 1895 | loss: 0.031172 | val_loss: 0.0311797 | Time: 2040.11 ms
[2022-04-11 23:20:22 main:574] : INFO : Epoch 1896 | loss: 0.0311701 | val_loss: 0.0311824 | Time: 2045.67 ms
[2022-04-11 23:20:24 main:574] : INFO : Epoch 1897 | loss: 0.0311688 | val_loss: 0.031179 | Time: 2064.24 ms
[2022-04-11 23:20:26 main:574] : INFO : Epoch 1898 | loss: 0.0311677 | val_loss: 0.0311791 | Time: 2053.57 ms
[2022-04-11 23:20:28 main:574] : INFO : Epoch 1899 | loss: 0.0311699 | val_loss: 0.0311856 | Time: 2045.33 ms
[2022-04-11 23:20:30 main:574] : INFO : Epoch 1900 | loss: 0.0311692 | val_loss: 0.0311821 | Time: 2067.5 ms
[2022-04-11 23:20:32 main:574] : INFO : Epoch 1901 | loss: 0.0311695 | val_loss: 0.031184 | Time: 2078.24 ms
[2022-04-11 23:20:34 main:574] : INFO : Epoch 1902 | loss: 0.0311666 | val_loss: 0.0311858 | Time: 2106.19 ms
[2022-04-11 23:20:37 main:574] : INFO : Epoch 1903 | loss: 0.0311646 | val_loss: 0.0311791 | Time: 2062.37 ms
[2022-04-11 23:20:39 main:574] : INFO : Epoch 1904 | loss: 0.0311637 | val_loss: 0.031177 | Time: 2077.12 ms
[2022-04-11 23:20:41 main:574] : INFO : Epoch 1905 | loss: 0.0311645 | val_loss: 0.0311819 | Time: 2085.62 ms
[2022-04-11 23:20:43 main:574] : INFO : Epoch 1906 | loss: 0.0311632 | val_loss: 0.0311763 | Time: 2075.13 ms
[2022-04-11 23:20:45 main:574] : INFO : Epoch 1907 | loss: 0.0311676 | val_loss: 0.0311795 | Time: 2088.33 ms
[2022-04-11 23:20:47 main:574] : INFO : Epoch 1908 | loss: 0.0311644 | val_loss: 0.0311778 | Time: 2039.89 ms
[2022-04-11 23:20:49 main:574] : INFO : Epoch 1909 | loss: 0.0311627 | val_loss: 0.0311776 | Time: 2067.73 ms
[2022-04-11 23:20:51 main:574] : INFO : Epoch 1910 | loss: 0.0311641 | val_loss: 0.0311769 | Time: 2054.07 ms
[2022-04-11 23:20:54 main:574] : INFO : Epoch 1911 | loss: 0.0311644 | val_loss: 0.0311787 | Time: 2049.38 ms
[2022-04-11 23:20:56 main:574] : INFO : Epoch 1912 | loss: 0.0311637 | val_loss: 0.0311787 | Time: 2027.44 ms
[2022-04-11 23:20:58 main:574] : INFO : Epoch 1913 | loss: 0.0311651 | val_loss: 0.031181 | Time: 2009.3 ms
[2022-04-11 23:21:00 main:574] : INFO : Epoch 1914 | loss: 0.0311639 | val_loss: 0.0311772 | Time: 2006.41 ms
[2022-04-11 23:21:02 main:574] : INFO : Epoch 1915 | loss: 0.0311619 | val_loss: 0.0311769 | Time: 2043.92 ms
[2022-04-11 23:21:04 main:574] : INFO : Epoch 1916 | loss: 0.0311623 | val_loss: 0.0311755 | Time: 2055.95 ms
[2022-04-11 23:21:06 main:574] : INFO : Epoch 1917 | loss: 0.0311617 | val_loss: 0.0311788 | Time: 2079.59 ms
[2022-04-11 23:21:08 main:574] : INFO : Epoch 1918 | loss: 0.0311625 | val_loss: 0.0311777 | Time: 2068.41 ms
[2022-04-11 23:21:10 main:574] : INFO : Epoch 1919 | loss: 0.0311669 | val_loss: 0.0311873 | Time: 2057.92 ms
[2022-04-11 23:21:12 main:574] : INFO : Epoch 1920 | loss: 0.0311646 | val_loss: 0.0311833 | Time: 2069.29 ms
[2022-04-11 23:21:14 main:574] : INFO : Epoch 1921 | loss: 0.0311643 | val_loss: 0.03119 | Time: 2059.79 ms
[2022-04-11 23:21:17 main:574] : INFO : Epoch 1922 | loss: 0.0311733 | val_loss: 0.0311908 | Time: 2054.93 ms
[2022-04-11 23:21:19 main:574] : INFO : Epoch 1923 | loss: 0.0311661 | val_loss: 0.0311819 | Time: 2061.59 ms
[2022-04-11 23:21:21 main:574] : INFO : Epoch 1924 | loss: 0.0311681 | val_loss: 0.0311811 | Time: 2067.56 ms
[2022-04-11 23:21:23 main:574] : INFO : Epoch 1925 | loss: 0.0311694 | val_loss: 0.0311836 | Time: 2023.47 ms
[2022-04-11 23:21:25 main:574] : INFO : Epoch 1926 | loss: 0.0311665 | val_loss: 0.031184 | Time: 2057.93 ms
[2022-04-11 23:21:27 main:574] : INFO : Epoch 1927 | loss: 0.0311619 | val_loss: 0.0311818 | Time: 2116.79 ms
[2022-04-11 23:21:29 main:574] : INFO : Epoch 1928 | loss: 0.0311623 | val_loss: 0.031183 | Time: 2083.28 ms
[2022-04-11 23:21:31 main:574] : INFO : Epoch 1929 | loss: 0.0311672 | val_loss: 0.0311913 | Time: 2052.3 ms
[2022-04-11 23:21:34 main:574] : INFO : Epoch 1930 | loss: 0.0311673 | val_loss: 0.0311803 | Time: 2048.23 ms
[2022-04-11 23:21:36 main:574] : INFO : Epoch 1931 | loss: 0.0311641 | val_loss: 0.03118 | Time: 1994.6 ms
[2022-04-11 23:21:38 main:574] : INFO : Epoch 1932 | loss: 0.0311617 | val_loss: 0.0311788 | Time: 2065.42 ms
[2022-04-11 23:21:40 main:574] : INFO : Epoch 1933 | loss: 0.0311621 | val_loss: 0.0311848 | Time: 2030.01 ms
[2022-04-11 23:21:42 main:574] : INFO : Epoch 1934 | loss: 0.031162 | val_loss: 0.0311786 | Time: 2082.74 ms
[2022-04-11 23:21:44 main:574] : INFO : Epoch 1935 | loss: 0.0311606 | val_loss: 0.0311799 | Time: 2029.11 ms
[2022-04-11 23:21:46 main:574] : INFO : Epoch 1936 | loss: 0.0311597 | val_loss: 0.0311815 | Time: 2087.93 ms
[2022-04-11 23:21:48 main:574] : INFO : Epoch 1937 | loss: 0.0311619 | val_loss: 0.0311795 | Time: 2074.17 ms
[2022-04-11 23:21:50 main:574] : INFO : Epoch 1938 | loss: 0.0311624 | val_loss: 0.0311773 | Time: 2029.89 ms
[2022-04-11 23:21:53 main:574] : INFO : Epoch 1939 | loss: 0.0311646 | val_loss: 0.0311772 | Time: 2021.36 ms
[2022-04-11 23:21:55 main:574] : INFO : Epoch 1940 | loss: 0.0311656 | val_loss: 0.0311821 | Time: 2061.7 ms
[2022-04-11 23:21:57 main:574] : INFO : Epoch 1941 | loss: 0.0311651 | val_loss: 0.031177 | Time: 2022 ms
[2022-04-11 23:21:59 main:574] : INFO : Epoch 1942 | loss: 0.0311631 | val_loss: 0.0311752 | Time: 1994.12 ms
[2022-04-11 23:22:01 main:574] : INFO : Epoch 1943 | loss: 0.0311634 | val_loss: 0.0311783 | Time: 2046.61 ms
[2022-04-11 23:22:03 main:574] : INFO : Epoch 1944 | loss: 0.031164 | val_loss: 0.0311791 | Time: 2057.11 ms
[2022-04-11 23:22:05 main:574] : INFO : Epoch 1945 | loss: 0.0311633 | val_loss: 0.0311819 | Time: 2027.48 ms
[2022-04-11 23:22:07 main:574] : INFO : Epoch 1946 | loss: 0.0311638 | val_loss: 0.0311798 | Time: 2005.92 ms
[2022-04-11 23:22:09 main:574] : INFO : Epoch 1947 | loss: 0.0311641 | val_loss: 0.0311782 | Time: 2036.86 ms
[2022-04-11 23:22:11 main:574] : INFO : Epoch 1948 | loss: 0.0311628 | val_loss: 0.031183 | Time: 2076.66 ms
[2022-04-11 23:22:13 main:574] : INFO : Epoch 1949 | loss: 0.0311666 | val_loss: 0.0311937 | Time: 2077.45 ms
[2022-04-11 23:22:15 main:574] : INFO : Epoch 1950 | loss: 0.0311669 | val_loss: 0.0311775 | Time: 2080.32 ms
[2022-04-11 23:22:18 main:574] : INFO : Epoch 1951 | loss: 0.0311609 | val_loss: 0.0311793 | Time: 2077.5 ms
[2022-04-11 23:22:20 main:574] : INFO : Epoch 1952 | loss: 0.0311605 | val_loss: 0.031181 | Time: 2053.94 ms
[2022-04-11 23:22:22 main:574] : INFO : Epoch 1953 | loss: 0.0311624 | val_loss: 0.0311882 | Time: 2032.22 ms
[2022-04-11 23:22:24 main:574] : INFO : Epoch 1954 | loss: 0.0311625 | val_loss: 0.0311813 | Time: 1993.72 ms
[2022-04-11 23:22:26 main:574] : INFO : Epoch 1955 | loss: 0.0311615 | val_loss: 0.0311788 | Time: 2061.24 ms
[2022-04-11 23:22:28 main:574] : INFO : Epoch 1956 | loss: 0.0311632 | val_loss: 0.0311856 | Time: 2042.8 ms
[2022-04-11 23:22:30 main:574] : INFO : Epoch 1957 | loss: 0.0311664 | val_loss: 0.0311795 | Time: 2114.79 ms
[2022-04-11 23:22:32 main:574] : INFO : Epoch 1958 | loss: 0.0311628 | val_loss: 0.031183 | Time: 2052.16 ms
[2022-04-11 23:22:35 main:574] : INFO : Epoch 1959 | loss: 0.0311629 | val_loss: 0.0311793 | Time: 2044.95 ms
[2022-04-11 23:22:37 main:574] : INFO : Epoch 1960 | loss: 0.0311616 | val_loss: 0.0311807 | Time: 2059.19 ms
[2022-04-11 23:22:39 main:574] : INFO : Epoch 1961 | loss: 0.031163 | val_loss: 0.0311815 | Time: 2060.57 ms
[2022-04-11 23:22:41 main:574] : INFO : Epoch 1962 | loss: 0.0311646 | val_loss: 0.0311801 | Time: 2044.48 ms
[2022-04-11 23:22:43 main:574] : INFO : Epoch 1963 | loss: 0.0311666 | val_loss: 0.0311866 | Time: 2045.54 ms
[2022-04-11 23:22:45 main:574] : INFO : Epoch 1964 | loss: 0.0311681 | val_loss: 0.0311823 | Time: 2062.7 ms
[2022-04-11 23:22:47 main:574] : INFO : Epoch 1965 | loss: 0.0311678 | val_loss: 0.0311787 | Time: 2030.54 ms
[2022-04-11 23:22:49 main:574] : INFO : Epoch 1966 | loss: 0.0311668 | val_loss: 0.0311779 | Time: 2029.95 ms
[2022-04-11 23:22:51 main:574] : INFO : Epoch 1967 | loss: 0.031165 | val_loss: 0.0311797 | Time: 2058.86 ms
[2022-04-11 23:22:53 main:574] : INFO : Epoch 1968 | loss: 0.031162 | val_loss: 0.0311776 | Time: 2034.41 ms
[2022-04-11 23:22:56 main:574] : INFO : Epoch 1969 | loss: 0.0311632 | val_loss: 0.0311782 | Time: 2068.93 ms
[2022-04-11 23:22:58 main:574] : INFO : Epoch 1970 | loss: 0.0311612 | val_loss: 0.0311794 | Time: 2070.08 ms
[2022-04-11 23:23:00 main:574] : INFO : Epoch 1971 | loss: 0.0311631 | val_loss: 0.0311769 | Time: 2062 ms
[2022-04-11 23:23:02 main:574] : INFO : Epoch 1972 | loss: 0.0311687 | val_loss: 0.0311776 | Time: 2023.66 ms
[2022-04-11 23:23:04 main:574] : INFO : Epoch 1973 | loss: 0.0311712 | val_loss: 0.0311814 | Time: 2037.82 ms
[2022-04-11 23:23:06 main:574] : INFO : Epoch 1974 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 2083.9 ms
[2022-04-11 23:23:08 main:574] : INFO : Epoch 1975 | loss: 0.0311702 | val_loss: 0.0311743 | Time: 2059.94 ms
[2022-04-11 23:23:10 main:574] : INFO : Epoch 1976 | loss: 0.0311682 | val_loss: 0.0311736 | Time: 2032.72 ms
[2022-04-11 23:23:12 main:574] : INFO : Epoch 1977 | loss: 0.0311684 | val_loss: 0.0311767 | Time: 2032.04 ms
[2022-04-11 23:23:14 main:574] : INFO : Epoch 1978 | loss: 0.0311654 | val_loss: 0.0311766 | Time: 2061.65 ms
[2022-04-11 23:23:17 main:574] : INFO : Epoch 1979 | loss: 0.0311658 | val_loss: 0.0311782 | Time: 2097.21 ms
[2022-04-11 23:23:19 main:574] : INFO : Epoch 1980 | loss: 0.0311646 | val_loss: 0.0311756 | Time: 2053.17 ms
[2022-04-11 23:23:21 main:574] : INFO : Epoch 1981 | loss: 0.0311639 | val_loss: 0.0311797 | Time: 2047.54 ms
[2022-04-11 23:23:23 main:574] : INFO : Epoch 1982 | loss: 0.0311637 | val_loss: 0.0311763 | Time: 2047.06 ms
[2022-04-11 23:23:25 main:574] : INFO : Epoch 1983 | loss: 0.0311641 | val_loss: 0.0311767 | Time: 2057.18 ms
[2022-04-11 23:23:27 main:574] : INFO : Epoch 1984 | loss: 0.0311695 | val_loss: 0.0311828 | Time: 2030.13 ms
[2022-04-11 23:23:29 main:574] : INFO : Epoch 1985 | loss: 0.0311717 | val_loss: 0.0311825 | Time: 2012.18 ms
[2022-04-11 23:23:31 main:574] : INFO : Epoch 1986 | loss: 0.0311681 | val_loss: 0.0311785 | Time: 2053.38 ms
[2022-04-11 23:23:33 main:574] : INFO : Epoch 1987 | loss: 0.0311658 | val_loss: 0.0311807 | Time: 2045.97 ms
[2022-04-11 23:23:36 main:574] : INFO : Epoch 1988 | loss: 0.0311647 | val_loss: 0.0311817 | Time: 2065.87 ms
[2022-04-11 23:23:38 main:574] : INFO : Epoch 1989 | loss: 0.0311651 | val_loss: 0.0311817 | Time: 2023.21 ms
[2022-04-11 23:23:40 main:574] : INFO : Epoch 1990 | loss: 0.0311641 | val_loss: 0.0311835 | Time: 2046.25 ms
[2022-04-11 23:23:42 main:574] : INFO : Epoch 1991 | loss: 0.0311634 | val_loss: 0.031181 | Time: 2036.33 ms
[2022-04-11 23:23:44 main:574] : INFO : Epoch 1992 | loss: 0.0311633 | val_loss: 0.0311785 | Time: 2055.6 ms
[2022-04-11 23:23:46 main:574] : INFO : Epoch 1993 | loss: 0.0311634 | val_loss: 0.0311791 | Time: 2048.43 ms
[2022-04-11 23:23:48 main:574] : INFO : Epoch 1994 | loss: 0.0311635 | val_loss: 0.0311781 | Time: 2092.38 ms
[2022-04-11 23:23:50 main:574] : INFO : Epoch 1995 | loss: 0.0311622 | val_loss: 0.0311825 | Time: 2048.65 ms
[2022-04-11 23:23:52 main:574] : INFO : Epoch 1996 | loss: 0.0311627 | val_loss: 0.0311812 | Time: 2044.97 ms
[2022-04-11 23:23:54 main:574] : INFO : Epoch 1997 | loss: 0.0311617 | val_loss: 0.0311824 | Time: 2058.79 ms
[2022-04-11 23:23:57 main:574] : INFO : Epoch 1998 | loss: 0.0311623 | val_loss: 0.0311795 | Time: 2039.5 ms
[2022-04-11 23:23:59 main:574] : INFO : Epoch 1999 | loss: 0.0311622 | val_loss: 0.0311852 | Time: 2044.25 ms
[2022-04-11 23:24:01 main:574] : INFO : Epoch 2000 | loss: 0.0311626 | val_loss: 0.031181 | Time: 2060.54 ms
[2022-04-11 23:24:03 main:574] : INFO : Epoch 2001 | loss: 0.031164 | val_loss: 0.0311841 | Time: 2043.86 ms
[2022-04-11 23:24:05 main:574] : INFO : Epoch 2002 | loss: 0.0311643 | val_loss: 0.0311815 | Time: 2042.07 ms
[2022-04-11 23:24:07 main:574] : INFO : Epoch 2003 | loss: 0.0311642 | val_loss: 0.0311829 | Time: 2059.83 ms
[2022-04-11 23:24:09 main:574] : INFO : Epoch 2004 | loss: 0.031165 | val_loss: 0.0311769 | Time: 2032.1 ms
[2022-04-11 23:24:11 main:574] : INFO : Epoch 2005 | loss: 0.0311692 | val_loss: 0.0311818 | Time: 2100.34 ms
[2022-04-11 23:24:13 main:574] : INFO : Epoch 2006 | loss: 0.0311663 | val_loss: 0.0311834 | Time: 2063.59 ms
[2022-04-11 23:24:15 main:574] : INFO : Epoch 2007 | loss: 0.0311628 | val_loss: 0.031174 | Time: 2041.66 ms
[2022-04-11 23:24:17 main:574] : INFO : Epoch 2008 | loss: 0.031164 | val_loss: 0.0311835 | Time: 1994.89 ms
[2022-04-11 23:24:20 main:574] : INFO : Epoch 2009 | loss: 0.0311641 | val_loss: 0.0311784 | Time: 2080.27 ms
[2022-04-11 23:24:22 main:574] : INFO : Epoch 2010 | loss: 0.0311636 | val_loss: 0.0311779 | Time: 2041.37 ms
[2022-04-11 23:24:24 main:574] : INFO : Epoch 2011 | loss: 0.0311632 | val_loss: 0.0311759 | Time: 2081.14 ms
[2022-04-11 23:24:26 main:574] : INFO : Epoch 2012 | loss: 0.0311649 | val_loss: 0.0311823 | Time: 2096.95 ms
[2022-04-11 23:24:28 main:574] : INFO : Epoch 2013 | loss: 0.0311638 | val_loss: 0.0311778 | Time: 2085.25 ms
[2022-04-11 23:24:30 main:574] : INFO : Epoch 2014 | loss: 0.031164 | val_loss: 0.0311816 | Time: 2086.13 ms
[2022-04-11 23:24:33 main:574] : INFO : Epoch 2015 | loss: 0.0311659 | val_loss: 0.0311789 | Time: 2075.15 ms
[2022-04-11 23:24:35 main:574] : INFO : Epoch 2016 | loss: 0.0311628 | val_loss: 0.031182 | Time: 2078.99 ms
[2022-04-11 23:24:37 main:574] : INFO : Epoch 2017 | loss: 0.0311651 | val_loss: 0.0311807 | Time: 2066.05 ms
[2022-04-11 23:24:39 main:574] : INFO : Epoch 2018 | loss: 0.0311638 | val_loss: 0.0311767 | Time: 2052.66 ms
[2022-04-11 23:24:41 main:574] : INFO : Epoch 2019 | loss: 0.031165 | val_loss: 0.0311833 | Time: 2092.41 ms
[2022-04-11 23:24:43 main:574] : INFO : Epoch 2020 | loss: 0.0311664 | val_loss: 0.0311851 | Time: 2066.66 ms
[2022-04-11 23:24:45 main:574] : INFO : Epoch 2021 | loss: 0.031164 | val_loss: 0.0311756 | Time: 2059.03 ms
[2022-04-11 23:24:47 main:574] : INFO : Epoch 2022 | loss: 0.0311643 | val_loss: 0.0311809 | Time: 2102.51 ms
[2022-04-11 23:24:50 main:574] : INFO : Epoch 2023 | loss: 0.0311617 | val_loss: 0.0311765 | Time: 2093.82 ms
[2022-04-11 23:24:52 main:574] : INFO : Epoch 2024 | loss: 0.0311613 | val_loss: 0.0311797 | Time: 2059.45 ms
[2022-04-11 23:24:54 main:574] : INFO : Epoch 2025 | loss: 0.0311658 | val_loss: 0.0311793 | Time: 2042.96 ms
[2022-04-11 23:24:56 main:574] : INFO : Epoch 2026 | loss: 0.0311671 | val_loss: 0.0311841 | Time: 2055.01 ms
[2022-04-11 23:24:58 main:574] : INFO : Epoch 2027 | loss: 0.0311617 | val_loss: 0.0311806 | Time: 2055.07 ms
[2022-04-11 23:25:00 main:574] : INFO : Epoch 2028 | loss: 0.0311615 | val_loss: 0.0311884 | Time: 2083.77 ms
[2022-04-11 23:25:02 main:574] : INFO : Epoch 2029 | loss: 0.0311703 | val_loss: 0.0311891 | Time: 2061.08 ms
[2022-04-11 23:25:04 main:574] : INFO : Epoch 2030 | loss: 0.0311796 | val_loss: 0.031193 | Time: 2082.26 ms
[2022-04-11 23:25:07 main:574] : INFO : Epoch 2031 | loss: 0.0311788 | val_loss: 0.0311822 | Time: 2092.72 ms
[2022-04-11 23:25:09 main:574] : INFO : Epoch 2032 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 2060.95 ms
[2022-04-11 23:25:11 main:574] : INFO : Epoch 2033 | loss: 0.0311722 | val_loss: 0.031179 | Time: 2042.21 ms
[2022-04-11 23:25:13 main:574] : INFO : Epoch 2034 | loss: 0.0311709 | val_loss: 0.0311806 | Time: 2022.9 ms
[2022-04-11 23:25:15 main:574] : INFO : Epoch 2035 | loss: 0.0311697 | val_loss: 0.0311795 | Time: 2092.57 ms
[2022-04-11 23:25:17 main:574] : INFO : Epoch 2036 | loss: 0.0311724 | val_loss: 0.0311867 | Time: 2062.68 ms
[2022-04-11 23:25:20 main:574] : INFO : Epoch 2037 | loss: 0.0311709 | val_loss: 0.0311832 | Time: 2074.18 ms
[2022-04-11 23:25:22 main:574] : INFO : Epoch 2038 | loss: 0.0311699 | val_loss: 0.0311798 | Time: 2099.78 ms
[2022-04-11 23:25:24 main:574] : INFO : Epoch 2039 | loss: 0.031169 | val_loss: 0.0311855 | Time: 2112.55 ms
[2022-04-11 23:25:26 main:574] : INFO : Epoch 2040 | loss: 0.0311687 | val_loss: 0.03118 | Time: 2105.54 ms
[2022-04-11 23:25:28 main:574] : INFO : Epoch 2041 | loss: 0.0311706 | val_loss: 0.0311783 | Time: 2080.01 ms
[2022-04-11 23:25:31 main:574] : INFO : Epoch 2042 | loss: 0.0311691 | val_loss: 0.0311905 | Time: 2107.54 ms
[2022-04-11 23:25:33 main:574] : INFO : Epoch 2043 | loss: 0.0311739 | val_loss: 0.0311788 | Time: 2116.47 ms
[2022-04-11 23:25:35 main:574] : INFO : Epoch 2044 | loss: 0.0311671 | val_loss: 0.0311797 | Time: 2110.29 ms
[2022-04-11 23:25:37 main:574] : INFO : Epoch 2045 | loss: 0.0311657 | val_loss: 0.0311789 | Time: 2094.48 ms
[2022-04-11 23:25:39 main:574] : INFO : Epoch 2046 | loss: 0.031166 | val_loss: 0.0311799 | Time: 2095.65 ms
[2022-04-11 23:25:42 main:574] : INFO : Epoch 2047 | loss: 0.0311665 | val_loss: 0.031184 | Time: 2117.49 ms
[2022-04-11 23:25:44 main:574] : INFO : Epoch 2048 | loss: 0.031168 | val_loss: 0.0311828 | Time: 2089.15 ms
[2022-04-11 23:25:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311828
[2022-04-11 23:25:44 main:603] : INFO : Saving end state to config to file
[2022-04-11 23:25:44 main:608] : INFO : Success, exiting..
23:25:44 (19584): 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)