Task 12641471
| Name | ParityModified-1639950446-32678-3-0_2 |
| Workunit | 8760429 |
| Created | 7 Mar 2022, 12:47:47 UTC |
| Sent | 7 Mar 2022, 13:25:14 UTC |
| Report deadline | 15 Mar 2022, 13:25:14 UTC |
| Received | 7 Mar 2022, 16:25:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16635 |
| Run time | 1 hours 14 min 15 sec |
| CPU time | 1 hours 12 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,158.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.69 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: 0.0311706 | val_loss: 0.0312048 | Time: 2161.96 ms
[2022-03-07 09:07:23 main:574] : INFO : Epoch 1543 | loss: 0.0311724 | val_loss: 0.0312002 | Time: 2163.5 ms
[2022-03-07 09:07:25 main:574] : INFO : Epoch 1544 | loss: 0.0311668 | val_loss: 0.0311922 | Time: 2165.98 ms
[2022-03-07 09:07:27 main:574] : INFO : Epoch 1545 | loss: 0.0311649 | val_loss: 0.0311898 | Time: 2163.13 ms
[2022-03-07 09:07:30 main:574] : INFO : Epoch 1546 | loss: 0.0311642 | val_loss: 0.0311975 | Time: 2160.63 ms
[2022-03-07 09:07:32 main:574] : INFO : Epoch 1547 | loss: 0.0311701 | val_loss: 0.0311893 | Time: 2161.04 ms
[2022-03-07 09:07:34 main:574] : INFO : Epoch 1548 | loss: 0.0311655 | val_loss: 0.0311914 | Time: 2160.08 ms
[2022-03-07 09:07:36 main:574] : INFO : Epoch 1549 | loss: 0.0311643 | val_loss: 0.0311944 | Time: 2160.76 ms
[2022-03-07 09:07:38 main:574] : INFO : Epoch 1550 | loss: 0.0311646 | val_loss: 0.0311976 | Time: 2166.16 ms
[2022-03-07 09:07:40 main:574] : INFO : Epoch 1551 | loss: 0.0311657 | val_loss: 0.0311882 | Time: 2161.81 ms
[2022-03-07 09:07:42 main:574] : INFO : Epoch 1552 | loss: 0.0311671 | val_loss: 0.0311955 | Time: 2167.73 ms
[2022-03-07 09:07:45 main:574] : INFO : Epoch 1553 | loss: 0.0311676 | val_loss: 0.0311944 | Time: 2164.76 ms
[2022-03-07 09:07:47 main:574] : INFO : Epoch 1554 | loss: 0.0311675 | val_loss: 0.0311943 | Time: 2164.43 ms
[2022-03-07 09:07:49 main:574] : INFO : Epoch 1555 | loss: 0.031167 | val_loss: 0.0311896 | Time: 2164.21 ms
[2022-03-07 09:07:51 main:574] : INFO : Epoch 1556 | loss: 0.0311757 | val_loss: 0.0311918 | Time: 2164.52 ms
[2022-03-07 09:07:53 main:574] : INFO : Epoch 1557 | loss: 0.0311777 | val_loss: 0.0311894 | Time: 2162.6 ms
[2022-03-07 09:07:56 main:574] : INFO : Epoch 1558 | loss: 0.0311807 | val_loss: 0.031188 | Time: 2162.16 ms
[2022-03-07 09:07:58 main:574] : INFO : Epoch 1559 | loss: 0.0311771 | val_loss: 0.0311913 | Time: 2165.1 ms
[2022-03-07 09:08:00 main:574] : INFO : Epoch 1560 | loss: 0.0311764 | val_loss: 0.031187 | Time: 2162.42 ms
[2022-03-07 09:08:02 main:574] : INFO : Epoch 1561 | loss: 0.0311731 | val_loss: 0.0311888 | Time: 2167.3 ms
[2022-03-07 09:08:04 main:574] : INFO : Epoch 1562 | loss: 0.0311766 | val_loss: 0.0311963 | Time: 2165.22 ms
[2022-03-07 09:08:06 main:574] : INFO : Epoch 1563 | loss: 0.031172 | val_loss: 0.03119 | Time: 2166.07 ms
[2022-03-07 09:08:09 main:574] : INFO : Epoch 1564 | loss: 0.031172 | val_loss: 0.0311909 | Time: 2164.19 ms
[2022-03-07 09:08:11 main:574] : INFO : Epoch 1565 | loss: 0.031171 | val_loss: 0.0311904 | Time: 2166.07 ms
[2022-03-07 09:08:13 main:574] : INFO : Epoch 1566 | loss: 0.0311755 | val_loss: 0.0311905 | Time: 2164.05 ms
[2022-03-07 09:08:15 main:574] : INFO : Epoch 1567 | loss: 0.0311765 | val_loss: 0.0311949 | Time: 2165.62 ms
[2022-03-07 09:08:17 main:574] : INFO : Epoch 1568 | loss: 0.0311774 | val_loss: 0.0311918 | Time: 2166.58 ms
[2022-03-07 09:08:19 main:574] : INFO : Epoch 1569 | loss: 0.0311751 | val_loss: 0.0311897 | Time: 2165.83 ms
[2022-03-07 09:08:22 main:574] : INFO : Epoch 1570 | loss: 0.0311762 | val_loss: 0.0311922 | Time: 2166.57 ms
[2022-03-07 09:08:24 main:574] : INFO : Epoch 1571 | loss: 0.0311776 | val_loss: 0.0311894 | Time: 2166.79 ms
[2022-03-07 09:08:26 main:574] : INFO : Epoch 1572 | loss: 0.0311756 | val_loss: 0.0311993 | Time: 2160.66 ms
[2022-03-07 09:08:28 main:574] : INFO : Epoch 1573 | loss: 0.0311776 | val_loss: 0.0311905 | Time: 2161.95 ms
[2022-03-07 09:08:30 main:574] : INFO : Epoch 1574 | loss: 0.0311726 | val_loss: 0.0311925 | Time: 2165.04 ms
[2022-03-07 09:08:32 main:574] : INFO : Epoch 1575 | loss: 0.0311728 | val_loss: 0.0312095 | Time: 2164.3 ms
[2022-03-07 09:08:35 main:574] : INFO : Epoch 1576 | loss: 0.0311715 | val_loss: 0.0311921 | Time: 2164.38 ms
[2022-03-07 09:08:37 main:574] : INFO : Epoch 1577 | loss: 0.0311698 | val_loss: 0.0311913 | Time: 2163.8 ms
[2022-03-07 09:08:39 main:574] : INFO : Epoch 1578 | loss: 0.0311698 | val_loss: 0.0311964 | Time: 2163.7 ms
[2022-03-07 09:08:41 main:574] : INFO : Epoch 1579 | loss: 0.0311697 | val_loss: 0.0311913 | Time: 2162.2 ms
[2022-03-07 09:08:43 main:574] : INFO : Epoch 1580 | loss: 0.0311736 | val_loss: 0.0311929 | Time: 2162.72 ms
[2022-03-07 09:08:45 main:574] : INFO : Epoch 1581 | loss: 0.0311755 | val_loss: 0.0311939 | Time: 2160.98 ms
[2022-03-07 09:08:48 main:574] : INFO : Epoch 1582 | loss: 0.0311735 | val_loss: 0.0311922 | Time: 2166.17 ms
[2022-03-07 09:08:50 main:574] : INFO : Epoch 1583 | loss: 0.0311712 | val_loss: 0.0311912 | Time: 2164.1 ms
[2022-03-07 09:08:52 main:574] : INFO : Epoch 1584 | loss: 0.0311708 | val_loss: 0.0311935 | Time: 2165.29 ms
[2022-03-07 09:08:54 main:574] : INFO : Epoch 1585 | loss: 0.0311693 | val_loss: 0.031194 | Time: 2165.3 ms
[2022-03-07 09:08:56 main:574] : INFO : Epoch 1586 | loss: 0.0311702 | val_loss: 0.0311909 | Time: 2166.64 ms
[2022-03-07 09:08:58 main:574] : INFO : Epoch 1587 | loss: 0.0311722 | val_loss: 0.0311923 | Time: 2161.32 ms
[2022-03-07 09:09:01 main:574] : INFO : Epoch 1588 | loss: 0.0311714 | val_loss: 0.0311917 | Time: 2160.82 ms
[2022-03-07 09:09:03 main:574] : INFO : Epoch 1589 | loss: 0.0311707 | val_loss: 0.0311914 | Time: 2164.04 ms
[2022-03-07 09:09:05 main:574] : INFO : Epoch 1590 | loss: 0.0311701 | val_loss: 0.0311882 | Time: 2161.12 ms
[2022-03-07 09:09:07 main:574] : INFO : Epoch 1591 | loss: 0.0311711 | val_loss: 0.0311894 | Time: 2162.64 ms
[2022-03-07 09:09:09 main:574] : INFO : Epoch 1592 | loss: 0.0311671 | val_loss: 0.0311896 | Time: 2164.73 ms
[2022-03-07 09:09:11 main:574] : INFO : Epoch 1593 | loss: 0.0311665 | val_loss: 0.0311897 | Time: 2163.42 ms
[2022-03-07 09:09:14 main:574] : INFO : Epoch 1594 | loss: 0.031169 | val_loss: 0.0311893 | Time: 2161.48 ms
[2022-03-07 09:09:16 main:574] : INFO : Epoch 1595 | loss: 0.0311687 | val_loss: 0.0311887 | Time: 2161.52 ms
[2022-03-07 09:09:18 main:574] : INFO : Epoch 1596 | loss: 0.0311676 | val_loss: 0.0311926 | Time: 2160.6 ms
[2022-03-07 09:09:20 main:574] : INFO : Epoch 1597 | loss: 0.0311674 | val_loss: 0.0311941 | Time: 2164.62 ms
[2022-03-07 09:09:22 main:574] : INFO : Epoch 1598 | loss: 0.0311683 | val_loss: 0.0311928 | Time: 2162.4 ms
[2022-03-07 09:09:24 main:574] : INFO : Epoch 1599 | loss: 0.0311677 | val_loss: 0.0311924 | Time: 2159.5 ms
[2022-03-07 09:09:27 main:574] : INFO : Epoch 1600 | loss: 0.0311674 | val_loss: 0.031196 | Time: 2160.03 ms
[2022-03-07 09:09:29 main:574] : INFO : Epoch 1601 | loss: 0.0311666 | val_loss: 0.0311913 | Time: 2161.7 ms
[2022-03-07 09:09:31 main:574] : INFO : Epoch 1602 | loss: 0.0311688 | val_loss: 0.0311879 | Time: 2160.66 ms
[2022-03-07 09:09:33 main:574] : INFO : Epoch 1603 | loss: 0.0311702 | val_loss: 0.0311933 | Time: 2160.71 ms
[2022-03-07 09:09:35 main:574] : INFO : Epoch 1604 | loss: 0.0311707 | val_loss: 0.0311921 | Time: 2164.78 ms
[2022-03-07 09:09:37 main:574] : INFO : Epoch 1605 | loss: 0.03117 | val_loss: 0.0311917 | Time: 2168.3 ms
[2022-03-07 09:09:40 main:574] : INFO : Epoch 1606 | loss: 0.0311728 | val_loss: 0.0311986 | Time: 2164.02 ms
[2022-03-07 09:09:42 main:574] : INFO : Epoch 1607 | loss: 0.0311703 | val_loss: 0.0311888 | Time: 2165.02 ms
[2022-03-07 09:09:44 main:574] : INFO : Epoch 1608 | loss: 0.0311718 | val_loss: 0.0311864 | Time: 2163.89 ms
[2022-03-07 09:09:46 main:574] : INFO : Epoch 1609 | loss: 0.0311736 | val_loss: 0.031192 | Time: 2161.5 ms
[2022-03-07 09:09:48 main:574] : INFO : Epoch 1610 | loss: 0.0311722 | val_loss: 0.0311926 | Time: 2164.83 ms
[2022-03-07 09:09:50 main:574] : INFO : Epoch 1611 | loss: 0.0311697 | val_loss: 0.0311948 | Time: 2162.58 ms
[2022-03-07 09:09:53 main:574] : INFO : Epoch 1612 | loss: 0.0311687 | val_loss: 0.031189 | Time: 2160.88 ms
[2022-03-07 09:09:55 main:574] : INFO : Epoch 1613 | loss: 0.0311673 | val_loss: 0.0311916 | Time: 2162.37 ms
[2022-03-07 09:09:57 main:574] : INFO : Epoch 1614 | loss: 0.031167 | val_loss: 0.0311921 | Time: 2160.02 ms
[2022-03-07 09:09:59 main:574] : INFO : Epoch 1615 | loss: 0.0311689 | val_loss: 0.0311982 | Time: 2160.29 ms
[2022-03-07 09:10:01 main:574] : INFO : Epoch 1616 | loss: 0.0311679 | val_loss: 0.0311907 | Time: 2160.8 ms
[2022-03-07 09:10:03 main:574] : INFO : Epoch 1617 | loss: 0.0311663 | val_loss: 0.0311941 | Time: 2161.27 ms
[2022-03-07 09:10:06 main:574] : INFO : Epoch 1618 | loss: 0.0311679 | val_loss: 0.0311949 | Time: 2161.96 ms
[2022-03-07 09:10:08 main:574] : INFO : Epoch 1619 | loss: 0.0311673 | val_loss: 0.0311903 | Time: 2160.64 ms
[2022-03-07 09:10:10 main:574] : INFO : Epoch 1620 | loss: 0.0311671 | val_loss: 0.0311926 | Time: 2162.95 ms
[2022-03-07 09:10:12 main:574] : INFO : Epoch 1621 | loss: 0.0311663 | val_loss: 0.0311909 | Time: 2164.73 ms
[2022-03-07 09:10:14 main:574] : INFO : Epoch 1622 | loss: 0.0311721 | val_loss: 0.0311904 | Time: 2161.86 ms
[2022-03-07 09:10:16 main:574] : INFO : Epoch 1623 | loss: 0.0311677 | val_loss: 0.0311904 | Time: 2160.56 ms
[2022-03-07 09:10:19 main:574] : INFO : Epoch 1624 | loss: 0.0311672 | val_loss: 0.0311923 | Time: 2160.15 ms
[2022-03-07 09:10:21 main:574] : INFO : Epoch 1625 | loss: 0.0311659 | val_loss: 0.0311918 | Time: 2161.02 ms
[2022-03-07 09:10:23 main:574] : INFO : Epoch 1626 | loss: 0.0311647 | val_loss: 0.0311896 | Time: 2160.37 ms
[2022-03-07 09:10:25 main:574] : INFO : Epoch 1627 | loss: 0.0311689 | val_loss: 0.0311922 | Time: 2161.25 ms
[2022-03-07 09:10:27 main:574] : INFO : Epoch 1628 | loss: 0.0311757 | val_loss: 0.0311922 | Time: 2161.59 ms
[2022-03-07 09:10:29 main:574] : INFO : Epoch 1629 | loss: 0.0311773 | val_loss: 0.031197 | Time: 2161.08 ms
[2022-03-07 09:10:32 main:574] : INFO : Epoch 1630 | loss: 0.0311802 | val_loss: 0.0311931 | Time: 2161 ms
[2022-03-07 09:10:34 main:574] : INFO : Epoch 1631 | loss: 0.0311791 | val_loss: 0.0312033 | Time: 2161.73 ms
[2022-03-07 09:10:36 main:574] : INFO : Epoch 1632 | loss: 0.0311751 | val_loss: 0.0311907 | Time: 2165.41 ms
[2022-03-07 09:10:38 main:574] : INFO : Epoch 1633 | loss: 0.0311699 | val_loss: 0.0311915 | Time: 2161.17 ms
[2022-03-07 09:10:40 main:574] : INFO : Epoch 1634 | loss: 0.0311707 | val_loss: 0.0311907 | Time: 2164.15 ms
[2022-03-07 09:10:42 main:574] : INFO : Epoch 1635 | loss: 0.0311697 | val_loss: 0.0311911 | Time: 2164.07 ms
[2022-03-07 09:10:44 main:574] : INFO : Epoch 1636 | loss: 0.0311698 | val_loss: 0.0311901 | Time: 2160.84 ms
[2022-03-07 09:10:47 main:574] : INFO : Epoch 1637 | loss: 0.031169 | val_loss: 0.0311982 | Time: 2162.15 ms
[2022-03-07 09:10:49 main:574] : INFO : Epoch 1638 | loss: 0.0311711 | val_loss: 0.0311902 | Time: 2159.41 ms
[2022-03-07 09:10:51 main:574] : INFO : Epoch 1639 | loss: 0.0311671 | val_loss: 0.0311899 | Time: 2162.39 ms
[2022-03-07 09:10:53 main:574] : INFO : Epoch 1640 | loss: 0.031167 | val_loss: 0.0311905 | Time: 2162.18 ms
[2022-03-07 09:10:55 main:574] : INFO : Epoch 1641 | loss: 0.0311669 | val_loss: 0.0311922 | Time: 2164.01 ms
[2022-03-07 09:10:57 main:574] : INFO : Epoch 1642 | loss: 0.031167 | val_loss: 0.031188 | Time: 2160.14 ms
[2022-03-07 09:11:00 main:574] : INFO : Epoch 1643 | loss: 0.0311679 | val_loss: 0.0311908 | Time: 2160.91 ms
[2022-03-07 09:11:02 main:574] : INFO : Epoch 1644 | loss: 0.0311678 | val_loss: 0.0311901 | Time: 2160.31 ms
[2022-03-07 09:11:04 main:574] : INFO : Epoch 1645 | loss: 0.0311726 | val_loss: 0.0311919 | Time: 2161.81 ms
[2022-03-07 09:11:06 main:574] : INFO : Epoch 1646 | loss: 0.0311691 | val_loss: 0.03119 | Time: 2161.62 ms
[2022-03-07 09:11:08 main:574] : INFO : Epoch 1647 | loss: 0.0311662 | val_loss: 0.0311916 | Time: 2166.18 ms
[2022-03-07 09:11:10 main:574] : INFO : Epoch 1648 | loss: 0.0311672 | val_loss: 0.0311929 | Time: 2162.75 ms
[2022-03-07 09:11:13 main:574] : INFO : Epoch 1649 | loss: 0.031168 | val_loss: 0.0311922 | Time: 2161.02 ms
[2022-03-07 09:11:15 main:574] : INFO : Epoch 1650 | loss: 0.0311724 | val_loss: 0.031192 | Time: 2159.77 ms
[2022-03-07 09:11:17 main:574] : INFO : Epoch 1651 | loss: 0.0311711 | val_loss: 0.031188 | Time: 2160.15 ms
[2022-03-07 09:11:19 main:574] : INFO : Epoch 1652 | loss: 0.0311697 | val_loss: 0.0311912 | Time: 2160.5 ms
[2022-03-07 09:11:21 main:574] : INFO : Epoch 1653 | loss: 0.0311679 | val_loss: 0.0311908 | Time: 2161.92 ms
[2022-03-07 09:11:23 main:574] : INFO : Epoch 1654 | loss: 0.0311668 | val_loss: 0.0311944 | Time: 2163.49 ms
[2022-03-07 09:11:26 main:574] : INFO : Epoch 1655 | loss: 0.0311683 | val_loss: 0.0311912 | Time: 2162.57 ms
[2022-03-07 09:11:28 main:574] : INFO : Epoch 1656 | loss: 0.0311794 | val_loss: 0.0311916 | Time: 2161.6 ms
[2022-03-07 09:11:30 main:574] : INFO : Epoch 1657 | loss: 0.0311758 | val_loss: 0.0311899 | Time: 2162.64 ms
[2022-03-07 09:11:32 main:574] : INFO : Epoch 1658 | loss: 0.031171 | val_loss: 0.0311894 | Time: 2161.4 ms
[2022-03-07 09:11:34 main:574] : INFO : Epoch 1659 | loss: 0.0311719 | val_loss: 0.0311969 | Time: 2161.08 ms
[2022-03-07 09:11:36 main:574] : INFO : Epoch 1660 | loss: 0.0311725 | val_loss: 0.0311886 | Time: 2160.29 ms
[2022-03-07 09:11:39 main:574] : INFO : Epoch 1661 | loss: 0.0311748 | val_loss: 0.0311902 | Time: 2162.07 ms
[2022-03-07 09:11:41 main:574] : INFO : Epoch 1662 | loss: 0.0311836 | val_loss: 0.0311974 | Time: 2162.57 ms
[2022-03-07 09:11:43 main:574] : INFO : Epoch 1663 | loss: 0.031172 | val_loss: 0.031191 | Time: 2161.3 ms
[2022-03-07 09:11:45 main:574] : INFO : Epoch 1664 | loss: 0.0311682 | val_loss: 0.0311877 | Time: 2161.57 ms
[2022-03-07 09:11:47 main:574] : INFO : Epoch 1665 | loss: 0.0311672 | val_loss: 0.0311896 | Time: 2160.85 ms
[2022-03-07 09:11:49 main:574] : INFO : Epoch 1666 | loss: 0.0311654 | val_loss: 0.0311933 | Time: 2160.99 ms
[2022-03-07 09:11:52 main:574] : INFO : Epoch 1667 | loss: 0.0311648 | val_loss: 0.0311903 | Time: 2160.72 ms
[2022-03-07 09:11:54 main:574] : INFO : Epoch 1668 | loss: 0.031164 | val_loss: 0.0311884 | Time: 2161.22 ms
[2022-03-07 09:11:56 main:574] : INFO : Epoch 1669 | loss: 0.0311663 | val_loss: 0.0311884 | Time: 2159.82 ms
[2022-03-07 09:11:58 main:574] : INFO : Epoch 1670 | loss: 0.0311666 | val_loss: 0.0311922 | Time: 2159.06 ms
[2022-03-07 09:12:00 main:574] : INFO : Epoch 1671 | loss: 0.0311636 | val_loss: 0.0311897 | Time: 2161.93 ms
[2022-03-07 09:12:02 main:574] : INFO : Epoch 1672 | loss: 0.0311637 | val_loss: 0.0311888 | Time: 2161.22 ms
[2022-03-07 09:12:05 main:574] : INFO : Epoch 1673 | loss: 0.0311647 | val_loss: 0.0311873 | Time: 2163.61 ms
[2022-03-07 09:12:07 main:574] : INFO : Epoch 1674 | loss: 0.0311634 | val_loss: 0.0311868 | Time: 2160.23 ms
[2022-03-07 09:12:09 main:574] : INFO : Epoch 1675 | loss: 0.0311624 | val_loss: 0.0311882 | Time: 2159.92 ms
[2022-03-07 09:12:11 main:574] : INFO : Epoch 1676 | loss: 0.031163 | val_loss: 0.0311881 | Time: 2160.22 ms
[2022-03-07 09:12:13 main:574] : INFO : Epoch 1677 | loss: 0.0311649 | val_loss: 0.0311855 | Time: 2160.85 ms
[2022-03-07 09:12:15 main:574] : INFO : Epoch 1678 | loss: 0.0311658 | val_loss: 0.0311929 | Time: 2160.52 ms
[2022-03-07 09:12:18 main:574] : INFO : Epoch 1679 | loss: 0.0311635 | val_loss: 0.0311872 | Time: 2160.42 ms
[2022-03-07 09:12:20 main:574] : INFO : Epoch 1680 | loss: 0.0311649 | val_loss: 0.031186 | Time: 2161.38 ms
[2022-03-07 09:12:22 main:574] : INFO : Epoch 1681 | loss: 0.0311639 | val_loss: 0.0311907 | Time: 2160.99 ms
[2022-03-07 09:12:24 main:574] : INFO : Epoch 1682 | loss: 0.0311634 | val_loss: 0.0311922 | Time: 2163.17 ms
[2022-03-07 09:12:26 main:574] : INFO : Epoch 1683 | loss: 0.0311677 | val_loss: 0.031191 | Time: 2160.69 ms
[2022-03-07 09:12:28 main:574] : INFO : Epoch 1684 | loss: 0.0311666 | val_loss: 0.0311865 | Time: 2159.59 ms
[2022-03-07 09:12:30 main:574] : INFO : Epoch 1685 | loss: 0.0311646 | val_loss: 0.0311854 | Time: 2161.83 ms
[2022-03-07 09:12:33 main:574] : INFO : Epoch 1686 | loss: 0.0311653 | val_loss: 0.0311884 | Time: 2160.35 ms
[2022-03-07 09:12:35 main:574] : INFO : Epoch 1687 | loss: 0.031168 | val_loss: 0.0311913 | Time: 2160.03 ms
[2022-03-07 09:12:37 main:574] : INFO : Epoch 1688 | loss: 0.031169 | val_loss: 0.0311919 | Time: 2162.22 ms
[2022-03-07 09:12:39 main:574] : INFO : Epoch 1689 | loss: 0.031173 | val_loss: 0.0311907 | Time: 2160.93 ms
[2022-03-07 09:12:41 main:574] : INFO : Epoch 1690 | loss: 0.0311704 | val_loss: 0.0311922 | Time: 2162.58 ms
[2022-03-07 09:12:43 main:574] : INFO : Epoch 1691 | loss: 0.0311701 | val_loss: 0.0311893 | Time: 2162.98 ms
[2022-03-07 09:12:46 main:574] : INFO : Epoch 1692 | loss: 0.0311663 | val_loss: 0.0311911 | Time: 2161.62 ms
[2022-03-07 09:12:48 main:574] : INFO : Epoch 1693 | loss: 0.0311701 | val_loss: 0.0311889 | Time: 2161.34 ms
[2022-03-07 09:12:50 main:574] : INFO : Epoch 1694 | loss: 0.0311674 | val_loss: 0.0311871 | Time: 2160.89 ms
[2022-03-07 09:12:52 main:574] : INFO : Epoch 1695 | loss: 0.0311663 | val_loss: 0.0311866 | Time: 2161.5 ms
[2022-03-07 09:12:54 main:574] : INFO : Epoch 1696 | loss: 0.0311665 | val_loss: 0.0311915 | Time: 2164.48 ms
[2022-03-07 09:12:56 main:574] : INFO : Epoch 1697 | loss: 0.0311721 | val_loss: 0.0311913 | Time: 2165.23 ms
[2022-03-07 09:12:59 main:574] : INFO : Epoch 1698 | loss: 0.0311722 | val_loss: 0.0311929 | Time: 2167.22 ms
[2022-03-07 09:13:01 main:574] : INFO : Epoch 1699 | loss: 0.0311721 | val_loss: 0.0311983 | Time: 2163.7 ms
[2022-03-07 09:13:03 main:574] : INFO : Epoch 1700 | loss: 0.0311709 | val_loss: 0.0311872 | Time: 2164.15 ms
[2022-03-07 09:13:05 main:574] : INFO : Epoch 1701 | loss: 0.031166 | val_loss: 0.0311888 | Time: 2163.98 ms
[2022-03-07 09:13:07 main:574] : INFO : Epoch 1702 | loss: 0.0311655 | val_loss: 0.0311857 | Time: 2161.59 ms
[2022-03-07 09:13:09 main:574] : INFO : Epoch 1703 | loss: 0.0311643 | val_loss: 0.0311856 | Time: 2162.39 ms
[2022-03-07 09:13:12 main:574] : INFO : Epoch 1704 | loss: 0.0311621 | val_loss: 0.0311873 | Time: 2159.67 ms
[2022-03-07 09:13:14 main:574] : INFO : Epoch 1705 | loss: 0.0311615 | val_loss: 0.031187 | Time: 2161.76 ms
[2022-03-07 09:13:16 main:574] : INFO : Epoch 1706 | loss: 0.031163 | val_loss: 0.0311888 | Time: 2160.44 ms
[2022-03-07 09:13:18 main:574] : INFO : Epoch 1707 | loss: 0.0311631 | val_loss: 0.0311873 | Time: 2158.86 ms
[2022-03-07 09:13:20 main:574] : INFO : Epoch 1708 | loss: 0.0311617 | val_loss: 0.0311905 | Time: 2162.04 ms
[2022-03-07 09:13:22 main:574] : INFO : Epoch 1709 | loss: 0.031164 | val_loss: 0.0311869 | Time: 2160.41 ms
[2022-03-07 09:13:25 main:574] : INFO : Epoch 1710 | loss: 0.0311643 | val_loss: 0.0311885 | Time: 2161.69 ms
[2022-03-07 09:13:27 main:574] : INFO : Epoch 1711 | loss: 0.0311644 | val_loss: 0.0311864 | Time: 2159.9 ms
[2022-03-07 09:13:29 main:574] : INFO : Epoch 1712 | loss: 0.0311644 | val_loss: 0.0311943 | Time: 2159.98 ms
[2022-03-07 09:13:31 main:574] : INFO : Epoch 1713 | loss: 0.0311665 | val_loss: 0.0311876 | Time: 2161.77 ms
[2022-03-07 09:13:33 main:574] : INFO : Epoch 1714 | loss: 0.031165 | val_loss: 0.0311875 | Time: 2160.21 ms
[2022-03-07 09:13:35 main:574] : INFO : Epoch 1715 | loss: 0.0311628 | val_loss: 0.0311869 | Time: 2160.33 ms
[2022-03-07 09:13:38 main:574] : INFO : Epoch 1716 | loss: 0.0311622 | val_loss: 0.03119 | Time: 2162.62 ms
[2022-03-07 09:13:40 main:574] : INFO : Epoch 1717 | loss: 0.0311634 | val_loss: 0.0311874 | Time: 2161.64 ms
[2022-03-07 09:13:42 main:574] : INFO : Epoch 1718 | loss: 0.0311616 | val_loss: 0.0311895 | Time: 2159.55 ms
[2022-03-07 09:13:44 main:574] : INFO : Epoch 1719 | loss: 0.0311855 | val_loss: 0.031217 | Time: 2160.73 ms
[2022-03-07 09:13:46 main:574] : INFO : Epoch 1720 | loss: 0.0312177 | val_loss: 0.0312148 | Time: 2161.01 ms
[2022-03-07 09:13:48 main:574] : INFO : Epoch 1721 | loss: 0.0312128 | val_loss: 0.0312082 | Time: 2162.04 ms
[2022-03-07 09:13:51 main:574] : INFO : Epoch 1722 | loss: 0.0312073 | val_loss: 0.0312085 | Time: 2164.3 ms
[2022-03-07 09:13:53 main:574] : INFO : Epoch 1723 | loss: 0.0312051 | val_loss: 0.0312062 | Time: 2160.61 ms
[2022-03-07 09:13:55 main:574] : INFO : Epoch 1724 | loss: 0.0312025 | val_loss: 0.0312066 | Time: 2162.53 ms
[2022-03-07 09:13:57 main:574] : INFO : Epoch 1725 | loss: 0.0312011 | val_loss: 0.0312078 | Time: 2160.49 ms
[2022-03-07 09:13:59 main:574] : INFO : Epoch 1726 | loss: 0.0312002 | val_loss: 0.0312013 | Time: 2160.66 ms
[2022-03-07 09:14:01 main:574] : INFO : Epoch 1727 | loss: 0.0311992 | val_loss: 0.0312027 | Time: 2163.14 ms
[2022-03-07 09:14:04 main:574] : INFO : Epoch 1728 | loss: 0.0311977 | val_loss: 0.0312026 | Time: 2159.67 ms
[2022-03-07 09:14:06 main:574] : INFO : Epoch 1729 | loss: 0.0311961 | val_loss: 0.0312 | Time: 2162.21 ms
[2022-03-07 09:14:08 main:574] : INFO : Epoch 1730 | loss: 0.0311948 | val_loss: 0.0312038 | Time: 2159.79 ms
[2022-03-07 09:14:10 main:574] : INFO : Epoch 1731 | loss: 0.0311945 | val_loss: 0.0312019 | Time: 2161.63 ms
[2022-03-07 09:14:12 main:574] : INFO : Epoch 1732 | loss: 0.0311951 | val_loss: 0.0312041 | Time: 2161.69 ms
[2022-03-07 09:14:14 main:574] : INFO : Epoch 1733 | loss: 0.0311946 | val_loss: 0.0312005 | Time: 2163.17 ms
[2022-03-07 09:14:17 main:574] : INFO : Epoch 1734 | loss: 0.0311933 | val_loss: 0.0312024 | Time: 2160.45 ms
[2022-03-07 09:14:19 main:574] : INFO : Epoch 1735 | loss: 0.0311919 | val_loss: 0.0312 | Time: 2161.09 ms
[2022-03-07 09:14:21 main:574] : INFO : Epoch 1736 | loss: 0.0311909 | val_loss: 0.0312017 | Time: 2160.79 ms
[2022-03-07 09:14:23 main:574] : INFO : Epoch 1737 | loss: 0.031193 | val_loss: 0.0312014 | Time: 2165.1 ms
[2022-03-07 09:14:25 main:574] : INFO : Epoch 1738 | loss: 0.0311916 | val_loss: 0.0312002 | Time: 2164.18 ms
[2022-03-07 09:14:27 main:574] : INFO : Epoch 1739 | loss: 0.0311906 | val_loss: 0.0312038 | Time: 2161.11 ms
[2022-03-07 09:14:30 main:574] : INFO : Epoch 1740 | loss: 0.0311927 | val_loss: 0.0312053 | Time: 2161.67 ms
[2022-03-07 09:14:32 main:574] : INFO : Epoch 1741 | loss: 0.0311906 | val_loss: 0.0311997 | Time: 2161.3 ms
[2022-03-07 09:14:34 main:574] : INFO : Epoch 1742 | loss: 0.031191 | val_loss: 0.0312039 | Time: 2162.78 ms
[2022-03-07 09:14:36 main:574] : INFO : Epoch 1743 | loss: 0.0311919 | val_loss: 0.0312006 | Time: 2164.31 ms
[2022-03-07 09:14:38 main:574] : INFO : Epoch 1744 | loss: 0.0311899 | val_loss: 0.031199 | Time: 2162.86 ms
[2022-03-07 09:14:40 main:574] : INFO : Epoch 1745 | loss: 0.0311904 | val_loss: 0.0312019 | Time: 2162.49 ms
[2022-03-07 09:14:42 main:574] : INFO : Epoch 1746 | loss: 0.0311921 | val_loss: 0.031201 | Time: 2163.34 ms
[2022-03-07 09:14:45 main:574] : INFO : Epoch 1747 | loss: 0.0311907 | val_loss: 0.0311993 | Time: 2160.85 ms
[2022-03-07 09:14:47 main:574] : INFO : Epoch 1748 | loss: 0.0311902 | val_loss: 0.0312058 | Time: 2162.11 ms
[2022-03-07 09:14:49 main:574] : INFO : Epoch 1749 | loss: 0.0311923 | val_loss: 0.0312029 | Time: 2161.79 ms
[2022-03-07 09:14:51 main:574] : INFO : Epoch 1750 | loss: 0.0311901 | val_loss: 0.0311975 | Time: 2161.69 ms
[2022-03-07 09:14:53 main:574] : INFO : Epoch 1751 | loss: 0.0311891 | val_loss: 0.0312043 | Time: 2159.62 ms
[2022-03-07 09:14:55 main:574] : INFO : Epoch 1752 | loss: 0.0311917 | val_loss: 0.0312003 | Time: 2163.14 ms
[2022-03-07 09:14:58 main:574] : INFO : Epoch 1753 | loss: 0.0311871 | val_loss: 0.0311985 | Time: 2163.65 ms
[2022-03-07 09:15:00 main:574] : INFO : Epoch 1754 | loss: 0.0311865 | val_loss: 0.0311998 | Time: 2164.06 ms
[2022-03-07 09:15:02 main:574] : INFO : Epoch 1755 | loss: 0.0311888 | val_loss: 0.0311974 | Time: 2164.89 ms
[2022-03-07 09:15:04 main:574] : INFO : Epoch 1756 | loss: 0.0311867 | val_loss: 0.0312027 | Time: 2163.36 ms
[2022-03-07 09:15:06 main:574] : INFO : Epoch 1757 | loss: 0.0311866 | val_loss: 0.0311974 | Time: 2160.71 ms
[2022-03-07 09:15:08 main:574] : INFO : Epoch 1758 | loss: 0.0311854 | val_loss: 0.0311988 | Time: 2166.27 ms
[2022-03-07 09:15:11 main:574] : INFO : Epoch 1759 | loss: 0.0311846 | val_loss: 0.0312036 | Time: 2164.87 ms
[2022-03-07 09:15:13 main:574] : INFO : Epoch 1760 | loss: 0.0311884 | val_loss: 0.0311989 | Time: 2167.94 ms
[2022-03-07 09:15:15 main:574] : INFO : Epoch 1761 | loss: 0.0311884 | val_loss: 0.0312014 | Time: 2165.61 ms
[2022-03-07 09:15:17 main:574] : INFO : Epoch 1762 | loss: 0.0311866 | val_loss: 0.0311987 | Time: 2161.79 ms
[2022-03-07 09:15:19 main:574] : INFO : Epoch 1763 | loss: 0.031184 | val_loss: 0.0311977 | Time: 2160.66 ms
[2022-03-07 09:15:21 main:574] : INFO : Epoch 1764 | loss: 0.0311843 | val_loss: 0.0311991 | Time: 2160.78 ms
[2022-03-07 09:15:24 main:574] : INFO : Epoch 1765 | loss: 0.0311844 | val_loss: 0.0312016 | Time: 2162.47 ms
[2022-03-07 09:15:26 main:574] : INFO : Epoch 1766 | loss: 0.0311837 | val_loss: 0.031199 | Time: 2163.41 ms
[2022-03-07 09:15:28 main:574] : INFO : Epoch 1767 | loss: 0.0311826 | val_loss: 0.0312018 | Time: 2163.14 ms
[2022-03-07 09:15:30 main:574] : INFO : Epoch 1768 | loss: 0.0311841 | val_loss: 0.0312001 | Time: 2159.79 ms
[2022-03-07 09:15:32 main:574] : INFO : Epoch 1769 | loss: 0.0311896 | val_loss: 0.031204 | Time: 2160.48 ms
[2022-03-07 09:15:34 main:574] : INFO : Epoch 1770 | loss: 0.0311845 | val_loss: 0.0311991 | Time: 2162.24 ms
[2022-03-07 09:15:37 main:574] : INFO : Epoch 1771 | loss: 0.0311867 | val_loss: 0.0312014 | Time: 2159.81 ms
[2022-03-07 09:15:39 main:574] : INFO : Epoch 1772 | loss: 0.0311846 | val_loss: 0.0311987 | Time: 2162.52 ms
[2022-03-07 09:15:41 main:574] : INFO : Epoch 1773 | loss: 0.0311839 | val_loss: 0.0312002 | Time: 2161.13 ms
[2022-03-07 09:15:43 main:574] : INFO : Epoch 1774 | loss: 0.0311828 | val_loss: 0.0311967 | Time: 2163.02 ms
[2022-03-07 09:15:45 main:574] : INFO : Epoch 1775 | loss: 0.0311855 | val_loss: 0.0311972 | Time: 2162.59 ms
[2022-03-07 09:15:47 main:574] : INFO : Epoch 1776 | loss: 0.0311847 | val_loss: 0.031197 | Time: 2160.69 ms
[2022-03-07 09:15:50 main:574] : INFO : Epoch 1777 | loss: 0.0311838 | val_loss: 0.0312062 | Time: 2161.09 ms
[2022-03-07 09:15:52 main:574] : INFO : Epoch 1778 | loss: 0.0311861 | val_loss: 0.0311972 | Time: 2164.75 ms
[2022-03-07 09:15:54 main:574] : INFO : Epoch 1779 | loss: 0.0311849 | val_loss: 0.0312065 | Time: 2167.13 ms
[2022-03-07 09:15:56 main:574] : INFO : Epoch 1780 | loss: 0.0311863 | val_loss: 0.0311978 | Time: 2160.56 ms
[2022-03-07 09:15:58 main:574] : INFO : Epoch 1781 | loss: 0.031183 | val_loss: 0.0311987 | Time: 2159.93 ms
[2022-03-07 09:16:00 main:574] : INFO : Epoch 1782 | loss: 0.0311815 | val_loss: 0.0311981 | Time: 2160.52 ms
[2022-03-07 09:16:03 main:574] : INFO : Epoch 1783 | loss: 0.0311818 | val_loss: 0.0312022 | Time: 2164.41 ms
[2022-03-07 09:16:05 main:574] : INFO : Epoch 1784 | loss: 0.0311852 | val_loss: 0.0312021 | Time: 2163.21 ms
[2022-03-07 09:16:07 main:574] : INFO : Epoch 1785 | loss: 0.0311841 | val_loss: 0.0311977 | Time: 2165.03 ms
[2022-03-07 09:16:09 main:574] : INFO : Epoch 1786 | loss: 0.0311818 | val_loss: 0.0311991 | Time: 2162.43 ms
[2022-03-07 09:16:11 main:574] : INFO : Epoch 1787 | loss: 0.0311802 | val_loss: 0.0311963 | Time: 2165.78 ms
[2022-03-07 09:16:13 main:574] : INFO : Epoch 1788 | loss: 0.0311822 | val_loss: 0.0311977 | Time: 2164.53 ms
[2022-03-07 09:16:16 main:574] : INFO : Epoch 1789 | loss: 0.0311831 | val_loss: 0.0311983 | Time: 2160.89 ms
[2022-03-07 09:16:18 main:574] : INFO : Epoch 1790 | loss: 0.0311878 | val_loss: 0.0311987 | Time: 2158.72 ms
[2022-03-07 09:16:20 main:574] : INFO : Epoch 1791 | loss: 0.0311866 | val_loss: 0.0311995 | Time: 2162.04 ms
[2022-03-07 09:16:22 main:574] : INFO : Epoch 1792 | loss: 0.0311902 | val_loss: 0.0312051 | Time: 2160.31 ms
[2022-03-07 09:16:24 main:574] : INFO : Epoch 1793 | loss: 0.0311929 | val_loss: 0.0311927 | Time: 2162.85 ms
[2022-03-07 09:16:26 main:574] : INFO : Epoch 1794 | loss: 0.03119 | val_loss: 0.0311924 | Time: 2161.83 ms
[2022-03-07 09:16:29 main:574] : INFO : Epoch 1795 | loss: 0.0311888 | val_loss: 0.0311921 | Time: 2160.44 ms
[2022-03-07 09:16:31 main:574] : INFO : Epoch 1796 | loss: 0.0311844 | val_loss: 0.031193 | Time: 2161.78 ms
[2022-03-07 09:16:33 main:574] : INFO : Epoch 1797 | loss: 0.031184 | val_loss: 0.0311938 | Time: 2165.88 ms
[2022-03-07 09:16:35 main:574] : INFO : Epoch 1798 | loss: 0.031186 | val_loss: 0.0311932 | Time: 2159.41 ms
[2022-03-07 09:16:37 main:574] : INFO : Epoch 1799 | loss: 0.0311842 | val_loss: 0.0311934 | Time: 2159.78 ms
[2022-03-07 09:16:39 main:574] : INFO : Epoch 1800 | loss: 0.0311849 | val_loss: 0.0311921 | Time: 2161.84 ms
[2022-03-07 09:16:42 main:574] : INFO : Epoch 1801 | loss: 0.0311837 | val_loss: 0.031191 | Time: 2161.66 ms
[2022-03-07 09:16:44 main:574] : INFO : Epoch 1802 | loss: 0.0311823 | val_loss: 0.031192 | Time: 2159.95 ms
[2022-03-07 09:16:46 main:574] : INFO : Epoch 1803 | loss: 0.0311822 | val_loss: 0.0311915 | Time: 2161.54 ms
[2022-03-07 09:16:48 main:574] : INFO : Epoch 1804 | loss: 0.0311825 | val_loss: 0.0311903 | Time: 2162.05 ms
[2022-03-07 09:16:50 main:574] : INFO : Epoch 1805 | loss: 0.0311843 | val_loss: 0.0311951 | Time: 2164.07 ms
[2022-03-07 09:16:52 main:574] : INFO : Epoch 1806 | loss: 0.0311828 | val_loss: 0.0311926 | Time: 2166.01 ms
[2022-03-07 09:16:55 main:574] : INFO : Epoch 1807 | loss: 0.0311812 | val_loss: 0.0311939 | Time: 2164.34 ms
[2022-03-07 09:16:57 main:574] : INFO : Epoch 1808 | loss: 0.0311808 | val_loss: 0.0311895 | Time: 2163.7 ms
[2022-03-07 09:16:59 main:574] : INFO : Epoch 1809 | loss: 0.0311791 | val_loss: 0.0311911 | Time: 2163.97 ms
[2022-03-07 09:17:01 main:574] : INFO : Epoch 1810 | loss: 0.0311789 | val_loss: 0.0311897 | Time: 2162.79 ms
[2022-03-07 09:17:03 main:574] : INFO : Epoch 1811 | loss: 0.0311791 | val_loss: 0.0311904 | Time: 2163.24 ms
[2022-03-07 09:17:05 main:574] : INFO : Epoch 1812 | loss: 0.0311792 | val_loss: 0.0311919 | Time: 2159.72 ms
[2022-03-07 09:17:08 main:574] : INFO : Epoch 1813 | loss: 0.0311856 | val_loss: 0.031201 | Time: 2159.79 ms
[2022-03-07 09:17:10 main:574] : INFO : Epoch 1814 | loss: 0.0311926 | val_loss: 0.0311984 | Time: 2160.9 ms
[2022-03-07 09:17:12 main:574] : INFO : Epoch 1815 | loss: 0.0311877 | val_loss: 0.0311996 | Time: 2160.58 ms
[2022-03-07 09:17:14 main:574] : INFO : Epoch 1816 | loss: 0.0311853 | val_loss: 0.0311935 | Time: 2160.69 ms
[2022-03-07 09:17:16 main:574] : INFO : Epoch 1817 | loss: 0.031184 | val_loss: 0.0311923 | Time: 2161.16 ms
[2022-03-07 09:17:18 main:574] : INFO : Epoch 1818 | loss: 0.0311822 | val_loss: 0.0311917 | Time: 2159.67 ms
[2022-03-07 09:17:21 main:574] : INFO : Epoch 1819 | loss: 0.0311825 | val_loss: 0.0311925 | Time: 2159.76 ms
[2022-03-07 09:17:23 main:574] : INFO : Epoch 1820 | loss: 0.0311821 | val_loss: 0.0311906 | Time: 2161.76 ms
[2022-03-07 09:17:25 main:574] : INFO : Epoch 1821 | loss: 0.0311819 | val_loss: 0.0311933 | Time: 2159.82 ms
[2022-03-07 09:17:27 main:574] : INFO : Epoch 1822 | loss: 0.0311788 | val_loss: 0.0311908 | Time: 2162.26 ms
[2022-03-07 09:17:29 main:574] : INFO : Epoch 1823 | loss: 0.031178 | val_loss: 0.0311902 | Time: 2160.31 ms
[2022-03-07 09:17:31 main:574] : INFO : Epoch 1824 | loss: 0.0311783 | val_loss: 0.0311917 | Time: 2160.75 ms
[2022-03-07 09:17:34 main:574] : INFO : Epoch 1825 | loss: 0.0311802 | val_loss: 0.0311908 | Time: 2160.96 ms
[2022-03-07 09:17:36 main:574] : INFO : Epoch 1826 | loss: 0.0311809 | val_loss: 0.0311903 | Time: 2161.59 ms
[2022-03-07 09:17:38 main:574] : INFO : Epoch 1827 | loss: 0.0311774 | val_loss: 0.0311899 | Time: 2161.31 ms
[2022-03-07 09:17:40 main:574] : INFO : Epoch 1828 | loss: 0.0311771 | val_loss: 0.0311915 | Time: 2161.65 ms
[2022-03-07 09:17:42 main:574] : INFO : Epoch 1829 | loss: 0.031176 | val_loss: 0.0311897 | Time: 2160.44 ms
[2022-03-07 09:17:44 main:574] : INFO : Epoch 1830 | loss: 0.031176 | val_loss: 0.0311915 | Time: 2162.4 ms
[2022-03-07 09:17:47 main:574] : INFO : Epoch 1831 | loss: 0.0311814 | val_loss: 0.0312042 | Time: 2161.8 ms
[2022-03-07 09:17:49 main:574] : INFO : Epoch 1832 | loss: 0.0312432 | val_loss: 0.0360221 | Time: 2162.28 ms
[2022-03-07 09:17:51 main:574] : INFO : Epoch 1833 | loss: 0.0359464 | val_loss: 0.0333748 | Time: 2162.88 ms
[2022-03-07 09:17:53 main:574] : INFO : Epoch 1834 | loss: 0.0323146 | val_loss: 0.0314184 | Time: 2164.81 ms
[2022-03-07 09:17:55 main:574] : INFO : Epoch 1835 | loss: 0.0313277 | val_loss: 0.0312843 | Time: 2162.14 ms
[2022-03-07 09:17:57 main:574] : INFO : Epoch 1836 | loss: 0.0312471 | val_loss: 0.0312329 | Time: 2160.82 ms
[2022-03-07 09:17:59 main:574] : INFO : Epoch 1837 | loss: 0.0312231 | val_loss: 0.0312165 | Time: 2160.64 ms
[2022-03-07 09:18:02 main:574] : INFO : Epoch 1838 | loss: 0.0312146 | val_loss: 0.031217 | Time: 2164.54 ms
[2022-03-07 09:18:04 main:574] : INFO : Epoch 1839 | loss: 0.0312121 | val_loss: 0.0312127 | Time: 2160.87 ms
[2022-03-07 09:18:06 main:574] : INFO : Epoch 1840 | loss: 0.0312093 | val_loss: 0.0312106 | Time: 2159.75 ms
[2022-03-07 09:18:08 main:574] : INFO : Epoch 1841 | loss: 0.0312079 | val_loss: 0.0312099 | Time: 2161.61 ms
[2022-03-07 09:18:10 main:574] : INFO : Epoch 1842 | loss: 0.031206 | val_loss: 0.0312096 | Time: 2160.59 ms
[2022-03-07 09:18:12 main:574] : INFO : Epoch 1843 | loss: 0.0312053 | val_loss: 0.0312073 | Time: 2165.21 ms
[2022-03-07 09:18:15 main:574] : INFO : Epoch 1844 | loss: 0.0312039 | val_loss: 0.0312059 | Time: 2161.46 ms
[2022-03-07 09:18:17 main:574] : INFO : Epoch 1845 | loss: 0.0312024 | val_loss: 0.0312048 | Time: 2158.79 ms
[2022-03-07 09:18:19 main:574] : INFO : Epoch 1846 | loss: 0.031202 | val_loss: 0.0312059 | Time: 2161.91 ms
[2022-03-07 09:18:21 main:574] : INFO : Epoch 1847 | loss: 0.0312015 | val_loss: 0.0312063 | Time: 2164.14 ms
[2022-03-07 09:18:23 main:574] : INFO : Epoch 1848 | loss: 0.0312 | val_loss: 0.0312009 | Time: 2165.68 ms
[2022-03-07 09:18:25 main:574] : INFO : Epoch 1849 | loss: 0.0311971 | val_loss: 0.0311998 | Time: 2163.75 ms
[2022-03-07 09:18:28 main:574] : INFO : Epoch 1850 | loss: 0.0311959 | val_loss: 0.0312031 | Time: 2164.48 ms
[2022-03-07 09:18:30 main:574] : INFO : Epoch 1851 | loss: 0.0311952 | val_loss: 0.0311999 | Time: 2162.1 ms
[2022-03-07 09:18:32 main:574] : INFO : Epoch 1852 | loss: 0.0311918 | val_loss: 0.0311958 | Time: 2161.56 ms
[2022-03-07 09:18:34 main:574] : INFO : Epoch 1853 | loss: 0.0311896 | val_loss: 0.0311933 | Time: 2167.74 ms
[2022-03-07 09:18:36 main:574] : INFO : Epoch 1854 | loss: 0.0311897 | val_loss: 0.0311936 | Time: 2163.16 ms
[2022-03-07 09:18:38 main:574] : INFO : Epoch 1855 | loss: 0.0311882 | val_loss: 0.03119 | Time: 2165.91 ms
[2022-03-07 09:18:41 main:574] : INFO : Epoch 1856 | loss: 0.0311868 | val_loss: 0.0311907 | Time: 2161.92 ms
[2022-03-07 09:18:43 main:574] : INFO : Epoch 1857 | loss: 0.0311861 | val_loss: 0.0311907 | Time: 2161.55 ms
[2022-03-07 09:18:45 main:574] : INFO : Epoch 1858 | loss: 0.0311844 | val_loss: 0.0311903 | Time: 2162.79 ms
[2022-03-07 09:18:47 main:574] : INFO : Epoch 1859 | loss: 0.0311837 | val_loss: 0.0311915 | Time: 2164.1 ms
[2022-03-07 09:18:49 main:574] : INFO : Epoch 1860 | loss: 0.0311842 | val_loss: 0.0311913 | Time: 2162.88 ms
[2022-03-07 09:18:51 main:574] : INFO : Epoch 1861 | loss: 0.0311828 | val_loss: 0.0311903 | Time: 2165.12 ms
[2022-03-07 09:18:54 main:574] : INFO : Epoch 1862 | loss: 0.0311819 | val_loss: 0.0311911 | Time: 2166.13 ms
[2022-03-07 09:18:56 main:574] : INFO : Epoch 1863 | loss: 0.0311819 | val_loss: 0.0311904 | Time: 2163.15 ms
[2022-03-07 09:18:58 main:574] : INFO : Epoch 1864 | loss: 0.031181 | val_loss: 0.03119 | Time: 2162.81 ms
[2022-03-07 09:19:00 main:574] : INFO : Epoch 1865 | loss: 0.0311823 | val_loss: 0.0311925 | Time: 2161.43 ms
[2022-03-07 09:19:02 main:574] : INFO : Epoch 1866 | loss: 0.0311822 | val_loss: 0.0311924 | Time: 2161.28 ms
[2022-03-07 09:19:04 main:574] : INFO : Epoch 1867 | loss: 0.0311802 | val_loss: 0.0311903 | Time: 2160.94 ms
[2022-03-07 09:19:07 main:574] : INFO : Epoch 1868 | loss: 0.0311806 | val_loss: 0.0311896 | Time: 2160.21 ms
[2022-03-07 09:19:09 main:574] : INFO : Epoch 1869 | loss: 0.0311806 | val_loss: 0.0311906 | Time: 2160.17 ms
[2022-03-07 09:19:11 main:574] : INFO : Epoch 1870 | loss: 0.0311807 | val_loss: 0.0311909 | Time: 2161.33 ms
[2022-03-07 09:19:13 main:574] : INFO : Epoch 1871 | loss: 0.0311792 | val_loss: 0.0311891 | Time: 2164.39 ms
[2022-03-07 09:19:15 main:574] : INFO : Epoch 1872 | loss: 0.0311795 | val_loss: 0.0311939 | Time: 2171.71 ms
[2022-03-07 09:19:17 main:574] : INFO : Epoch 1873 | loss: 0.0311799 | val_loss: 0.0311914 | Time: 2160.14 ms
[2022-03-07 09:19:20 main:574] : INFO : Epoch 1874 | loss: 0.0311796 | val_loss: 0.0311918 | Time: 2163.99 ms
[2022-03-07 09:19:22 main:574] : INFO : Epoch 1875 | loss: 0.0311795 | val_loss: 0.0311889 | Time: 2163.65 ms
[2022-03-07 09:19:24 main:574] : INFO : Epoch 1876 | loss: 0.0311786 | val_loss: 0.0311894 | Time: 2163.76 ms
[2022-03-07 09:19:26 main:574] : INFO : Epoch 1877 | loss: 0.0311791 | val_loss: 0.0311889 | Time: 2163.31 ms
[2022-03-07 09:19:28 main:574] : INFO : Epoch 1878 | loss: 0.0311784 | val_loss: 0.0311896 | Time: 2162.65 ms
[2022-03-07 09:19:30 main:574] : INFO : Epoch 1879 | loss: 0.0311781 | val_loss: 0.031189 | Time: 2160.89 ms
[2022-03-07 09:19:33 main:574] : INFO : Epoch 1880 | loss: 0.0311787 | val_loss: 0.0311899 | Time: 2159.92 ms
[2022-03-07 09:19:35 main:574] : INFO : Epoch 1881 | loss: 0.0311784 | val_loss: 0.0311896 | Time: 2160.54 ms
[2022-03-07 09:19:37 main:574] : INFO : Epoch 1882 | loss: 0.0311773 | val_loss: 0.03119 | Time: 2161.03 ms
[2022-03-07 09:19:39 main:574] : INFO : Epoch 1883 | loss: 0.0311774 | val_loss: 0.0311894 | Time: 2166.52 ms
[2022-03-07 09:19:41 main:574] : INFO : Epoch 1884 | loss: 0.0311774 | val_loss: 0.0311909 | Time: 2162.52 ms
[2022-03-07 09:19:43 main:574] : INFO : Epoch 1885 | loss: 0.0311771 | val_loss: 0.0311926 | Time: 2161.09 ms
[2022-03-07 09:19:46 main:574] : INFO : Epoch 1886 | loss: 0.0311802 | val_loss: 0.0311956 | Time: 2163.41 ms
[2022-03-07 09:19:48 main:574] : INFO : Epoch 1887 | loss: 0.0311775 | val_loss: 0.0311895 | Time: 2162.3 ms
[2022-03-07 09:19:50 main:574] : INFO : Epoch 1888 | loss: 0.0311761 | val_loss: 0.0311893 | Time: 2163.17 ms
[2022-03-07 09:19:52 main:574] : INFO : Epoch 1889 | loss: 0.0311767 | val_loss: 0.0311901 | Time: 2163.91 ms
[2022-03-07 09:19:54 main:574] : INFO : Epoch 1890 | loss: 0.0311778 | val_loss: 0.031192 | Time: 2160.54 ms
[2022-03-07 09:19:56 main:574] : INFO : Epoch 1891 | loss: 0.0311766 | val_loss: 0.031189 | Time: 2163.94 ms
[2022-03-07 09:19:59 main:574] : INFO : Epoch 1892 | loss: 0.0311762 | val_loss: 0.0311896 | Time: 2159.33 ms
[2022-03-07 09:20:01 main:574] : INFO : Epoch 1893 | loss: 0.0311757 | val_loss: 0.031189 | Time: 2160.1 ms
[2022-03-07 09:20:03 main:574] : INFO : Epoch 1894 | loss: 0.0311755 | val_loss: 0.0311891 | Time: 2166.32 ms
[2022-03-07 09:20:05 main:574] : INFO : Epoch 1895 | loss: 0.0311755 | val_loss: 0.031191 | Time: 2170.2 ms
[2022-03-07 09:20:08 main:574] : INFO : Epoch 1896 | loss: 0.0311756 | val_loss: 0.0311888 | Time: 2160.51 ms
[2022-03-07 09:20:10 main:574] : INFO : Epoch 1897 | loss: 0.0311754 | val_loss: 0.0311891 | Time: 2162.98 ms
[2022-03-07 09:20:12 main:574] : INFO : Epoch 1898 | loss: 0.0311761 | val_loss: 0.0311903 | Time: 2162.71 ms
[2022-03-07 09:20:14 main:574] : INFO : Epoch 1899 | loss: 0.0311773 | val_loss: 0.0311885 | Time: 2163.18 ms
[2022-03-07 09:20:16 main:574] : INFO : Epoch 1900 | loss: 0.0311749 | val_loss: 0.0311887 | Time: 2163.57 ms
[2022-03-07 09:20:18 main:574] : INFO : Epoch 1901 | loss: 0.031175 | val_loss: 0.0311903 | Time: 2186.29 ms
[2022-03-07 09:20:21 main:574] : INFO : Epoch 1902 | loss: 0.0311753 | val_loss: 0.031189 | Time: 2171.42 ms
[2022-03-07 09:20:23 main:574] : INFO : Epoch 1903 | loss: 0.0311751 | val_loss: 0.0311896 | Time: 2180 ms
[2022-03-07 09:20:25 main:574] : INFO : Epoch 1904 | loss: 0.0311747 | val_loss: 0.0311916 | Time: 2161.46 ms
[2022-03-07 09:20:28 main:574] : INFO : Epoch 1905 | loss: 0.0311753 | val_loss: 0.0311905 | Time: 2164.83 ms
[2022-03-07 09:20:30 main:574] : INFO : Epoch 1906 | loss: 0.031175 | val_loss: 0.0311897 | Time: 2162.1 ms
[2022-03-07 09:20:32 main:574] : INFO : Epoch 1907 | loss: 0.0311784 | val_loss: 0.0311969 | Time: 2164.36 ms
[2022-03-07 09:20:34 main:574] : INFO : Epoch 1908 | loss: 0.0311778 | val_loss: 0.031196 | Time: 2163.77 ms
[2022-03-07 09:20:36 main:574] : INFO : Epoch 1909 | loss: 0.0311765 | val_loss: 0.0311897 | Time: 2164.75 ms
[2022-03-07 09:20:38 main:574] : INFO : Epoch 1910 | loss: 0.0311757 | val_loss: 0.0311899 | Time: 2165 ms
[2022-03-07 09:20:41 main:574] : INFO : Epoch 1911 | loss: 0.0311746 | val_loss: 0.0311897 | Time: 2164.69 ms
[2022-03-07 09:20:43 main:574] : INFO : Epoch 1912 | loss: 0.0311758 | val_loss: 0.0311888 | Time: 2162.84 ms
[2022-03-07 09:20:45 main:574] : INFO : Epoch 1913 | loss: 0.0311749 | val_loss: 0.0311906 | Time: 2164.77 ms
[2022-03-07 09:20:47 main:574] : INFO : Epoch 1914 | loss: 0.0311759 | val_loss: 0.0311908 | Time: 2161.88 ms
[2022-03-07 09:20:49 main:574] : INFO : Epoch 1915 | loss: 0.0311774 | val_loss: 0.0311884 | Time: 2161.38 ms
[2022-03-07 09:20:51 main:574] : INFO : Epoch 1916 | loss: 0.0311737 | val_loss: 0.0311885 | Time: 2161.04 ms
[2022-03-07 09:20:54 main:574] : INFO : Epoch 1917 | loss: 0.0311732 | val_loss: 0.0311889 | Time: 2160.58 ms
[2022-03-07 09:20:56 main:574] : INFO : Epoch 1918 | loss: 0.0311739 | val_loss: 0.0311871 | Time: 2161.48 ms
[2022-03-07 09:20:58 main:574] : INFO : Epoch 1919 | loss: 0.0311747 | val_loss: 0.0311887 | Time: 2162.61 ms
[2022-03-07 09:21:00 main:574] : INFO : Epoch 1920 | loss: 0.0311743 | val_loss: 0.031188 | Time: 2165.02 ms
[2022-03-07 09:21:02 main:574] : INFO : Epoch 1921 | loss: 0.0311751 | val_loss: 0.0311888 | Time: 2164.75 ms
[2022-03-07 09:21:04 main:574] : INFO : Epoch 1922 | loss: 0.0311746 | val_loss: 0.031189 | Time: 2159.21 ms
[2022-03-07 09:21:07 main:574] : INFO : Epoch 1923 | loss: 0.0311736 | val_loss: 0.0311885 | Time: 2162.35 ms
[2022-03-07 09:21:09 main:574] : INFO : Epoch 1924 | loss: 0.0311728 | val_loss: 0.0311889 | Time: 2158.51 ms
[2022-03-07 09:21:11 main:574] : INFO : Epoch 1925 | loss: 0.0311732 | val_loss: 0.0311898 | Time: 2163.49 ms
[2022-03-07 09:21:13 main:574] : INFO : Epoch 1926 | loss: 0.0311728 | val_loss: 0.0311884 | Time: 2160.51 ms
[2022-03-07 09:21:15 main:574] : INFO : Epoch 1927 | loss: 0.0311728 | val_loss: 0.0311888 | Time: 2163.27 ms
[2022-03-07 09:21:17 main:574] : INFO : Epoch 1928 | loss: 0.0311733 | val_loss: 0.0311904 | Time: 2163.16 ms
[2022-03-07 09:21:20 main:574] : INFO : Epoch 1929 | loss: 0.0311739 | val_loss: 0.0311885 | Time: 2163.51 ms
[2022-03-07 09:21:22 main:574] : INFO : Epoch 1930 | loss: 0.0311728 | val_loss: 0.0311887 | Time: 2161.16 ms
[2022-03-07 09:21:24 main:574] : INFO : Epoch 1931 | loss: 0.0311736 | val_loss: 0.0311897 | Time: 2161.98 ms
[2022-03-07 09:21:26 main:574] : INFO : Epoch 1932 | loss: 0.0311741 | val_loss: 0.0311891 | Time: 2164.36 ms
[2022-03-07 09:21:28 main:574] : INFO : Epoch 1933 | loss: 0.0311767 | val_loss: 0.0311879 | Time: 2163.17 ms
[2022-03-07 09:21:30 main:574] : INFO : Epoch 1934 | loss: 0.0311777 | val_loss: 0.0311879 | Time: 2160.83 ms
[2022-03-07 09:21:33 main:574] : INFO : Epoch 1935 | loss: 0.0311761 | val_loss: 0.0311935 | Time: 2167.35 ms
[2022-03-07 09:21:35 main:574] : INFO : Epoch 1936 | loss: 0.0311977 | val_loss: 0.0312016 | Time: 2166.25 ms
[2022-03-07 09:21:37 main:574] : INFO : Epoch 1937 | loss: 0.0311978 | val_loss: 0.0311974 | Time: 2165.18 ms
[2022-03-07 09:21:39 main:574] : INFO : Epoch 1938 | loss: 0.0311888 | val_loss: 0.0311919 | Time: 2159.71 ms
[2022-03-07 09:21:41 main:574] : INFO : Epoch 1939 | loss: 0.0311849 | val_loss: 0.0311894 | Time: 2163 ms
[2022-03-07 09:21:43 main:574] : INFO : Epoch 1940 | loss: 0.0311835 | val_loss: 0.0311884 | Time: 2160.93 ms
[2022-03-07 09:21:46 main:574] : INFO : Epoch 1941 | loss: 0.0311823 | val_loss: 0.0311885 | Time: 2160.32 ms
[2022-03-07 09:21:48 main:574] : INFO : Epoch 1942 | loss: 0.0311844 | val_loss: 0.0311931 | Time: 2161.48 ms
[2022-03-07 09:21:50 main:574] : INFO : Epoch 1943 | loss: 0.0311845 | val_loss: 0.0311875 | Time: 2160.96 ms
[2022-03-07 09:21:52 main:574] : INFO : Epoch 1944 | loss: 0.0311819 | val_loss: 0.0311875 | Time: 2162.68 ms
[2022-03-07 09:21:54 main:574] : INFO : Epoch 1945 | loss: 0.0311796 | val_loss: 0.031187 | Time: 2164.24 ms
[2022-03-07 09:21:56 main:574] : INFO : Epoch 1946 | loss: 0.0311806 | val_loss: 0.031193 | Time: 2162.05 ms
[2022-03-07 09:21:59 main:574] : INFO : Epoch 1947 | loss: 0.0311802 | val_loss: 0.0311894 | Time: 2159.97 ms
[2022-03-07 09:22:01 main:574] : INFO : Epoch 1948 | loss: 0.0311788 | val_loss: 0.031188 | Time: 2162.75 ms
[2022-03-07 09:22:03 main:574] : INFO : Epoch 1949 | loss: 0.0311778 | val_loss: 0.0311859 | Time: 2161.9 ms
[2022-03-07 09:22:05 main:574] : INFO : Epoch 1950 | loss: 0.0311775 | val_loss: 0.0311879 | Time: 2162.63 ms
[2022-03-07 09:22:07 main:574] : INFO : Epoch 1951 | loss: 0.0311774 | val_loss: 0.0311862 | Time: 2165.99 ms
[2022-03-07 09:22:09 main:574] : INFO : Epoch 1952 | loss: 0.0311774 | val_loss: 0.0311866 | Time: 2164.95 ms
[2022-03-07 09:22:12 main:574] : INFO : Epoch 1953 | loss: 0.0311767 | val_loss: 0.0311863 | Time: 2164.3 ms
[2022-03-07 09:22:14 main:574] : INFO : Epoch 1954 | loss: 0.0311759 | val_loss: 0.0311861 | Time: 2164.34 ms
[2022-03-07 09:22:16 main:574] : INFO : Epoch 1955 | loss: 0.0311765 | val_loss: 0.0311923 | Time: 2163.39 ms
[2022-03-07 09:22:18 main:574] : INFO : Epoch 1956 | loss: 0.0311798 | val_loss: 0.0311872 | Time: 2162.71 ms
[2022-03-07 09:22:20 main:574] : INFO : Epoch 1957 | loss: 0.0311776 | val_loss: 0.0311871 | Time: 2161.91 ms
[2022-03-07 09:22:22 main:574] : INFO : Epoch 1958 | loss: 0.0311776 | val_loss: 0.0311884 | Time: 2160.92 ms
[2022-03-07 09:22:25 main:574] : INFO : Epoch 1959 | loss: 0.0311782 | val_loss: 0.0311878 | Time: 2161.64 ms
[2022-03-07 09:22:27 main:574] : INFO : Epoch 1960 | loss: 0.0311794 | val_loss: 0.0311845 | Time: 2164.03 ms
[2022-03-07 09:22:29 main:574] : INFO : Epoch 1961 | loss: 0.0311754 | val_loss: 0.0311862 | Time: 2158.98 ms
[2022-03-07 09:22:31 main:574] : INFO : Epoch 1962 | loss: 0.0311755 | val_loss: 0.0311856 | Time: 2159.43 ms
[2022-03-07 09:22:33 main:574] : INFO : Epoch 1963 | loss: 0.0311756 | val_loss: 0.0311843 | Time: 2161.36 ms
[2022-03-07 09:22:35 main:574] : INFO : Epoch 1964 | loss: 0.0311762 | val_loss: 0.031185 | Time: 2160.44 ms
[2022-03-07 09:22:37 main:574] : INFO : Epoch 1965 | loss: 0.0311762 | val_loss: 0.0311908 | Time: 2162.16 ms
[2022-03-07 09:22:40 main:574] : INFO : Epoch 1966 | loss: 0.0311764 | val_loss: 0.0311873 | Time: 2162.68 ms
[2022-03-07 09:22:42 main:574] : INFO : Epoch 1967 | loss: 0.0311758 | val_loss: 0.0311875 | Time: 2160.85 ms
[2022-03-07 09:22:44 main:574] : INFO : Epoch 1968 | loss: 0.0311754 | val_loss: 0.0311836 | Time: 2160.73 ms
[2022-03-07 09:22:46 main:574] : INFO : Epoch 1969 | loss: 0.0311743 | val_loss: 0.0311838 | Time: 2163.91 ms
[2022-03-07 09:22:48 main:574] : INFO : Epoch 1970 | loss: 0.0311746 | val_loss: 0.0311852 | Time: 2160.96 ms
[2022-03-07 09:22:50 main:574] : INFO : Epoch 1971 | loss: 0.0311744 | val_loss: 0.0311846 | Time: 2161.44 ms
[2022-03-07 09:22:53 main:574] : INFO : Epoch 1972 | loss: 0.0311734 | val_loss: 0.0311844 | Time: 2163.19 ms
[2022-03-07 09:22:55 main:574] : INFO : Epoch 1973 | loss: 0.031173 | val_loss: 0.0311873 | Time: 2160.03 ms
[2022-03-07 09:22:57 main:574] : INFO : Epoch 1974 | loss: 0.0311755 | val_loss: 0.0311855 | Time: 2160.99 ms
[2022-03-07 09:22:59 main:574] : INFO : Epoch 1975 | loss: 0.0311746 | val_loss: 0.0311844 | Time: 2162.94 ms
[2022-03-07 09:23:01 main:574] : INFO : Epoch 1976 | loss: 0.0311742 | val_loss: 0.0311849 | Time: 2164.55 ms
[2022-03-07 09:23:03 main:574] : INFO : Epoch 1977 | loss: 0.0311743 | val_loss: 0.0311867 | Time: 2163.63 ms
[2022-03-07 09:23:06 main:574] : INFO : Epoch 1978 | loss: 0.0311761 | val_loss: 0.0311865 | Time: 2161.92 ms
[2022-03-07 09:23:08 main:574] : INFO : Epoch 1979 | loss: 0.031175 | val_loss: 0.0311849 | Time: 2153.97 ms
[2022-03-07 09:23:10 main:574] : INFO : Epoch 1980 | loss: 0.0311758 | val_loss: 0.0311927 | Time: 2160.85 ms
[2022-03-07 09:23:12 main:574] : INFO : Epoch 1981 | loss: 0.0311798 | val_loss: 0.0311844 | Time: 2155.41 ms
[2022-03-07 09:23:14 main:574] : INFO : Epoch 1982 | loss: 0.0311763 | val_loss: 0.0311904 | Time: 2156.09 ms
[2022-03-07 09:23:17 main:574] : INFO : Epoch 1983 | loss: 0.0311743 | val_loss: 0.0311847 | Time: 2155.65 ms
[2022-03-07 09:23:19 main:574] : INFO : Epoch 1984 | loss: 0.0311734 | val_loss: 0.0311837 | Time: 2155.31 ms
[2022-03-07 09:23:21 main:574] : INFO : Epoch 1985 | loss: 0.0311719 | val_loss: 0.0311833 | Time: 2155.25 ms
[2022-03-07 09:23:23 main:574] : INFO : Epoch 1986 | loss: 0.0311717 | val_loss: 0.0311839 | Time: 2156.63 ms
[2022-03-07 09:23:25 main:574] : INFO : Epoch 1987 | loss: 0.0311712 | val_loss: 0.031185 | Time: 2159.48 ms
[2022-03-07 09:23:28 main:574] : INFO : Epoch 1988 | loss: 0.0311713 | val_loss: 0.0311867 | Time: 2160.14 ms
[2022-03-07 09:23:30 main:574] : INFO : Epoch 1989 | loss: 0.0311721 | val_loss: 0.0311896 | Time: 2162.22 ms
[2022-03-07 09:23:32 main:574] : INFO : Epoch 1990 | loss: 0.0311744 | val_loss: 0.0311846 | Time: 2159.61 ms
[2022-03-07 09:23:34 main:574] : INFO : Epoch 1991 | loss: 0.0311726 | val_loss: 0.0311848 | Time: 2162.54 ms
[2022-03-07 09:23:36 main:574] : INFO : Epoch 1992 | loss: 0.0311726 | val_loss: 0.0311861 | Time: 2159.84 ms
[2022-03-07 09:23:38 main:574] : INFO : Epoch 1993 | loss: 0.0311715 | val_loss: 0.0311855 | Time: 2158.59 ms
[2022-03-07 09:23:41 main:574] : INFO : Epoch 1994 | loss: 0.0311708 | val_loss: 0.0311848 | Time: 2161.39 ms
[2022-03-07 09:23:43 main:574] : INFO : Epoch 1995 | loss: 0.0311725 | val_loss: 0.0311866 | Time: 2161.13 ms
[2022-03-07 09:23:45 main:574] : INFO : Epoch 1996 | loss: 0.0311716 | val_loss: 0.0311876 | Time: 2161.49 ms
[2022-03-07 09:23:47 main:574] : INFO : Epoch 1997 | loss: 0.0311717 | val_loss: 0.0311878 | Time: 2161.25 ms
[2022-03-07 09:23:49 main:574] : INFO : Epoch 1998 | loss: 0.0311722 | val_loss: 0.0311869 | Time: 2161.03 ms
[2022-03-07 09:23:51 main:574] : INFO : Epoch 1999 | loss: 0.0311706 | val_loss: 0.0311866 | Time: 2161.12 ms
[2022-03-07 09:23:54 main:574] : INFO : Epoch 2000 | loss: 0.0311699 | val_loss: 0.0311866 | Time: 2160.98 ms
[2022-03-07 09:23:56 main:574] : INFO : Epoch 2001 | loss: 0.0311704 | val_loss: 0.0311902 | Time: 2159.89 ms
[2022-03-07 09:23:58 main:574] : INFO : Epoch 2002 | loss: 0.0311725 | val_loss: 0.0311861 | Time: 2162.7 ms
[2022-03-07 09:24:00 main:574] : INFO : Epoch 2003 | loss: 0.031171 | val_loss: 0.0311859 | Time: 2161.54 ms
[2022-03-07 09:24:02 main:574] : INFO : Epoch 2004 | loss: 0.0311704 | val_loss: 0.031187 | Time: 2162.46 ms
[2022-03-07 09:24:04 main:574] : INFO : Epoch 2005 | loss: 0.0311703 | val_loss: 0.0311886 | Time: 2160.05 ms
[2022-03-07 09:24:07 main:574] : INFO : Epoch 2006 | loss: 0.03117 | val_loss: 0.03119 | Time: 2160.66 ms
[2022-03-07 09:24:09 main:574] : INFO : Epoch 2007 | loss: 0.031173 | val_loss: 0.0311873 | Time: 2160.7 ms
[2022-03-07 09:24:11 main:574] : INFO : Epoch 2008 | loss: 0.0311706 | val_loss: 0.0311874 | Time: 2162.07 ms
[2022-03-07 09:24:13 main:574] : INFO : Epoch 2009 | loss: 0.031171 | val_loss: 0.0311872 | Time: 2162.66 ms
[2022-03-07 09:24:15 main:574] : INFO : Epoch 2010 | loss: 0.0311696 | val_loss: 0.0311872 | Time: 2160.69 ms
[2022-03-07 09:24:17 main:574] : INFO : Epoch 2011 | loss: 0.0311701 | val_loss: 0.0311881 | Time: 2162.74 ms
[2022-03-07 09:24:20 main:574] : INFO : Epoch 2012 | loss: 0.0311704 | val_loss: 0.0311869 | Time: 2163.51 ms
[2022-03-07 09:24:22 main:574] : INFO : Epoch 2013 | loss: 0.0311707 | val_loss: 0.0311912 | Time: 2165.52 ms
[2022-03-07 09:24:24 main:574] : INFO : Epoch 2014 | loss: 0.0311722 | val_loss: 0.0311871 | Time: 2160.65 ms
[2022-03-07 09:24:26 main:574] : INFO : Epoch 2015 | loss: 0.0311706 | val_loss: 0.0311912 | Time: 2162.66 ms
[2022-03-07 09:24:28 main:574] : INFO : Epoch 2016 | loss: 0.0311716 | val_loss: 0.0311883 | Time: 2160.12 ms
[2022-03-07 09:24:30 main:574] : INFO : Epoch 2017 | loss: 0.031171 | val_loss: 0.0311914 | Time: 2162.82 ms
[2022-03-07 09:24:33 main:574] : INFO : Epoch 2018 | loss: 0.0311717 | val_loss: 0.031195 | Time: 2161.64 ms
[2022-03-07 09:24:35 main:574] : INFO : Epoch 2019 | loss: 0.0311721 | val_loss: 0.0311874 | Time: 2160.66 ms
[2022-03-07 09:24:37 main:574] : INFO : Epoch 2020 | loss: 0.0311698 | val_loss: 0.0311875 | Time: 2160.59 ms
[2022-03-07 09:24:39 main:574] : INFO : Epoch 2021 | loss: 0.0311756 | val_loss: 0.0311877 | Time: 2164.69 ms
[2022-03-07 09:24:41 main:574] : INFO : Epoch 2022 | loss: 0.0311766 | val_loss: 0.0311875 | Time: 2161.21 ms
[2022-03-07 09:24:43 main:574] : INFO : Epoch 2023 | loss: 0.031176 | val_loss: 0.0311868 | Time: 2163.41 ms
[2022-03-07 09:24:46 main:574] : INFO : Epoch 2024 | loss: 0.031176 | val_loss: 0.0311871 | Time: 2163.48 ms
[2022-03-07 09:24:48 main:574] : INFO : Epoch 2025 | loss: 0.0311752 | val_loss: 0.0311876 | Time: 2161.3 ms
[2022-03-07 09:24:50 main:574] : INFO : Epoch 2026 | loss: 0.0311784 | val_loss: 0.0311883 | Time: 2161.48 ms
[2022-03-07 09:24:52 main:574] : INFO : Epoch 2027 | loss: 0.0311767 | val_loss: 0.0311863 | Time: 2160.97 ms
[2022-03-07 09:24:54 main:574] : INFO : Epoch 2028 | loss: 0.0311755 | val_loss: 0.0311893 | Time: 2160.75 ms
[2022-03-07 09:24:56 main:574] : INFO : Epoch 2029 | loss: 0.0311746 | val_loss: 0.0311867 | Time: 2161.17 ms
[2022-03-07 09:24:58 main:574] : INFO : Epoch 2030 | loss: 0.0311719 | val_loss: 0.0311886 | Time: 2161.71 ms
[2022-03-07 09:25:01 main:574] : INFO : Epoch 2031 | loss: 0.0311714 | val_loss: 0.0311887 | Time: 2161.1 ms
[2022-03-07 09:25:03 main:574] : INFO : Epoch 2032 | loss: 0.0311747 | val_loss: 0.0311923 | Time: 2162.84 ms
[2022-03-07 09:25:05 main:574] : INFO : Epoch 2033 | loss: 0.0311749 | val_loss: 0.0311923 | Time: 2160.7 ms
[2022-03-07 09:25:07 main:574] : INFO : Epoch 2034 | loss: 0.0311752 | val_loss: 0.0311939 | Time: 2160.68 ms
[2022-03-07 09:25:09 main:574] : INFO : Epoch 2035 | loss: 0.0311743 | val_loss: 0.0311918 | Time: 2162.57 ms
[2022-03-07 09:25:11 main:574] : INFO : Epoch 2036 | loss: 0.0311737 | val_loss: 0.0311906 | Time: 2162.2 ms
[2022-03-07 09:25:14 main:574] : INFO : Epoch 2037 | loss: 0.0311724 | val_loss: 0.0311922 | Time: 2162.21 ms
[2022-03-07 09:25:16 main:574] : INFO : Epoch 2038 | loss: 0.0311711 | val_loss: 0.0311917 | Time: 2164.88 ms
[2022-03-07 09:25:18 main:574] : INFO : Epoch 2039 | loss: 0.0311761 | val_loss: 0.031192 | Time: 2160.94 ms
[2022-03-07 09:25:20 main:574] : INFO : Epoch 2040 | loss: 0.0311732 | val_loss: 0.0311907 | Time: 2162.53 ms
[2022-03-07 09:25:22 main:574] : INFO : Epoch 2041 | loss: 0.0311707 | val_loss: 0.031189 | Time: 2161.64 ms
[2022-03-07 09:25:24 main:574] : INFO : Epoch 2042 | loss: 0.0311719 | val_loss: 0.0311933 | Time: 2162.62 ms
[2022-03-07 09:25:27 main:574] : INFO : Epoch 2043 | loss: 0.0311723 | val_loss: 0.0311956 | Time: 2162.11 ms
[2022-03-07 09:25:29 main:574] : INFO : Epoch 2044 | loss: 0.0311712 | val_loss: 0.0311927 | Time: 2161.39 ms
[2022-03-07 09:25:31 main:574] : INFO : Epoch 2045 | loss: 0.0311716 | val_loss: 0.0311903 | Time: 2162.58 ms
[2022-03-07 09:25:33 main:574] : INFO : Epoch 2046 | loss: 0.031172 | val_loss: 0.0311901 | Time: 2162.28 ms
[2022-03-07 09:25:35 main:574] : INFO : Epoch 2047 | loss: 0.0311702 | val_loss: 0.0311906 | Time: 2160.6 ms
[2022-03-07 09:25:37 main:574] : INFO : Epoch 2048 | loss: 0.0311707 | val_loss: 0.031191 | Time: 2162.33 ms
[2022-03-07 09:25:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031191
[2022-03-07 09:25:37 main:603] : INFO : Saving end state to config to file
[2022-03-07 09:25:37 main:608] : INFO : Success, exiting..
09:25:37 (8584): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)