Task 12970693
| Name | ParityModified-1647048120-27355-0_0 |
| Workunit | 10102558 |
| Created | 12 Mar 2022, 1:22:04 UTC |
| Sent | 19 Mar 2022, 5:58:56 UTC |
| Report deadline | 27 Mar 2022, 5:58:56 UTC |
| Received | 27 Mar 2022, 9:30:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13874 |
| Run time | 3 hours 49 min 43 sec |
| CPU time | 3 hours 42 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,492.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 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: 0.0310706 | val_loss: 0.0312051 | Time: 7558.82 ms
[2022-03-27 03:37:41 main:574] : INFO : Epoch 1543 | loss: 0.0310771 | val_loss: 0.0311901 | Time: 7983.1 ms
[2022-03-27 03:37:48 main:574] : INFO : Epoch 1544 | loss: 0.0310763 | val_loss: 0.0311917 | Time: 7028.86 ms
[2022-03-27 03:37:54 main:574] : INFO : Epoch 1545 | loss: 0.0310721 | val_loss: 0.0312009 | Time: 6582.87 ms
[2022-03-27 03:38:01 main:574] : INFO : Epoch 1546 | loss: 0.0310712 | val_loss: 0.0311955 | Time: 7096.75 ms
[2022-03-27 03:38:09 main:574] : INFO : Epoch 1547 | loss: 0.0310724 | val_loss: 0.0311826 | Time: 7245.15 ms
[2022-03-27 03:38:15 main:574] : INFO : Epoch 1548 | loss: 0.0310748 | val_loss: 0.0312126 | Time: 6393.15 ms
[2022-03-27 03:38:22 main:574] : INFO : Epoch 1549 | loss: 0.0310724 | val_loss: 0.0311978 | Time: 6558.3 ms
[2022-03-27 03:38:29 main:574] : INFO : Epoch 1550 | loss: 0.0310688 | val_loss: 0.0311927 | Time: 7011.54 ms
[2022-03-27 03:38:35 main:574] : INFO : Epoch 1551 | loss: 0.0310745 | val_loss: 0.0311986 | Time: 6564.42 ms
[2022-03-27 03:38:42 main:574] : INFO : Epoch 1552 | loss: 0.031074 | val_loss: 0.0311947 | Time: 7183.82 ms
[2022-03-27 03:38:50 main:574] : INFO : Epoch 1553 | loss: 0.0310761 | val_loss: 0.0311833 | Time: 7037.48 ms
[2022-03-27 03:38:57 main:574] : INFO : Epoch 1554 | loss: 0.0310786 | val_loss: 0.0311947 | Time: 7310.22 ms
[2022-03-27 03:39:04 main:574] : INFO : Epoch 1555 | loss: 0.0310802 | val_loss: 0.0311952 | Time: 7351.37 ms
[2022-03-27 03:39:11 main:574] : INFO : Epoch 1556 | loss: 0.031078 | val_loss: 0.0311883 | Time: 7009.16 ms
[2022-03-27 03:39:18 main:574] : INFO : Epoch 1557 | loss: 0.0310733 | val_loss: 0.0311993 | Time: 6927.91 ms
[2022-03-27 03:39:25 main:574] : INFO : Epoch 1558 | loss: 0.0310669 | val_loss: 0.0312048 | Time: 6856.71 ms
[2022-03-27 03:39:32 main:574] : INFO : Epoch 1559 | loss: 0.0310741 | val_loss: 0.031195 | Time: 6655.66 ms
[2022-03-27 03:39:39 main:574] : INFO : Epoch 1560 | loss: 0.0310733 | val_loss: 0.0311999 | Time: 6796.39 ms
[2022-03-27 03:39:46 main:574] : INFO : Epoch 1561 | loss: 0.0310733 | val_loss: 0.0312088 | Time: 7176.09 ms
[2022-03-27 03:39:53 main:574] : INFO : Epoch 1562 | loss: 0.0310646 | val_loss: 0.0312023 | Time: 7013.32 ms
[2022-03-27 03:40:00 main:574] : INFO : Epoch 1563 | loss: 0.0310656 | val_loss: 0.0312056 | Time: 7072.3 ms
[2022-03-27 03:40:07 main:574] : INFO : Epoch 1564 | loss: 0.0310677 | val_loss: 0.0312155 | Time: 6879.76 ms
[2022-03-27 03:40:14 main:574] : INFO : Epoch 1565 | loss: 0.0310646 | val_loss: 0.0311856 | Time: 7131.63 ms
[2022-03-27 03:40:21 main:574] : INFO : Epoch 1566 | loss: 0.0310661 | val_loss: 0.0311997 | Time: 7125.48 ms
[2022-03-27 03:40:28 main:574] : INFO : Epoch 1567 | loss: 0.0310671 | val_loss: 0.0311879 | Time: 7242.48 ms
[2022-03-27 03:40:36 main:574] : INFO : Epoch 1568 | loss: 0.031074 | val_loss: 0.0312013 | Time: 8061.56 ms
[2022-03-27 03:40:44 main:574] : INFO : Epoch 1569 | loss: 0.0310727 | val_loss: 0.031199 | Time: 7516.13 ms
[2022-03-27 03:40:51 main:574] : INFO : Epoch 1570 | loss: 0.0310823 | val_loss: 0.0311898 | Time: 7174.36 ms
[2022-03-27 03:40:59 main:574] : INFO : Epoch 1571 | loss: 0.0310989 | val_loss: 0.0311864 | Time: 7518.22 ms
[2022-03-27 03:41:06 main:574] : INFO : Epoch 1572 | loss: 0.0310865 | val_loss: 0.0311921 | Time: 7549.93 ms
[2022-03-27 03:41:13 main:574] : INFO : Epoch 1573 | loss: 0.0310746 | val_loss: 0.0311915 | Time: 7188.97 ms
[2022-03-27 03:41:20 main:574] : INFO : Epoch 1574 | loss: 0.0310722 | val_loss: 0.0312058 | Time: 7026.37 ms
[2022-03-27 03:41:27 main:574] : INFO : Epoch 1575 | loss: 0.0310705 | val_loss: 0.031188 | Time: 6897.1 ms
[2022-03-27 03:41:35 main:574] : INFO : Epoch 1576 | loss: 0.0310691 | val_loss: 0.0312072 | Time: 7208.36 ms
[2022-03-27 03:41:42 main:574] : INFO : Epoch 1577 | loss: 0.0310694 | val_loss: 0.0311916 | Time: 7168.54 ms
[2022-03-27 03:41:49 main:574] : INFO : Epoch 1578 | loss: 0.0310693 | val_loss: 0.0312099 | Time: 6988.42 ms
[2022-03-27 03:41:56 main:574] : INFO : Epoch 1579 | loss: 0.0310696 | val_loss: 0.0311926 | Time: 7367.09 ms
[2022-03-27 03:42:04 main:574] : INFO : Epoch 1580 | loss: 0.0310719 | val_loss: 0.0311899 | Time: 7453.22 ms
[2022-03-27 03:42:11 main:574] : INFO : Epoch 1581 | loss: 0.0310731 | val_loss: 0.0311857 | Time: 7140.74 ms
[2022-03-27 03:42:18 main:574] : INFO : Epoch 1582 | loss: 0.0310769 | val_loss: 0.0311978 | Time: 7248.42 ms
[2022-03-27 03:42:26 main:574] : INFO : Epoch 1583 | loss: 0.0310848 | val_loss: 0.0311875 | Time: 7848.86 ms
[2022-03-27 03:42:33 main:574] : INFO : Epoch 1584 | loss: 0.0310814 | val_loss: 0.0311833 | Time: 6799.51 ms
[2022-03-27 03:42:40 main:574] : INFO : Epoch 1585 | loss: 0.0310725 | val_loss: 0.0312019 | Time: 7241.45 ms
[2022-03-27 03:42:47 main:574] : INFO : Epoch 1586 | loss: 0.0310665 | val_loss: 0.0311945 | Time: 7346.37 ms
[2022-03-27 03:42:55 main:574] : INFO : Epoch 1587 | loss: 0.0310656 | val_loss: 0.0311962 | Time: 7398 ms
[2022-03-27 03:43:02 main:574] : INFO : Epoch 1588 | loss: 0.0310747 | val_loss: 0.0311892 | Time: 7145.52 ms
[2022-03-27 03:43:09 main:574] : INFO : Epoch 1589 | loss: 0.0310692 | val_loss: 0.0311942 | Time: 7567.39 ms
[2022-03-27 03:43:17 main:574] : INFO : Epoch 1590 | loss: 0.0310666 | val_loss: 0.0311994 | Time: 7109.92 ms
[2022-03-27 03:43:24 main:574] : INFO : Epoch 1591 | loss: 0.0310622 | val_loss: 0.031202 | Time: 7151.76 ms
[2022-03-27 03:43:31 main:574] : INFO : Epoch 1592 | loss: 0.0310717 | val_loss: 0.0311734 | Time: 7268.8 ms
[2022-03-27 03:43:38 main:574] : INFO : Epoch 1593 | loss: 0.0310895 | val_loss: 0.0311974 | Time: 7096.44 ms
[2022-03-27 03:43:45 main:574] : INFO : Epoch 1594 | loss: 0.0310876 | val_loss: 0.0311844 | Time: 7143.15 ms
[2022-03-27 03:43:53 main:574] : INFO : Epoch 1595 | loss: 0.0310799 | val_loss: 0.0311865 | Time: 7276.74 ms
[2022-03-27 03:44:00 main:574] : INFO : Epoch 1596 | loss: 0.0310706 | val_loss: 0.031183 | Time: 7172.58 ms
[2022-03-27 03:44:08 main:574] : INFO : Epoch 1597 | loss: 0.0310726 | val_loss: 0.0312013 | Time: 7799.26 ms
[2022-03-27 03:44:14 main:574] : INFO : Epoch 1598 | loss: 0.0310717 | val_loss: 0.0311898 | Time: 6590.41 ms
[2022-03-27 03:44:21 main:574] : INFO : Epoch 1599 | loss: 0.0310674 | val_loss: 0.031217 | Time: 6818.88 ms
[2022-03-27 03:44:28 main:574] : INFO : Epoch 1600 | loss: 0.0310693 | val_loss: 0.0311949 | Time: 7169.42 ms
[2022-03-27 03:44:35 main:574] : INFO : Epoch 1601 | loss: 0.0310729 | val_loss: 0.0312051 | Time: 6713.15 ms
[2022-03-27 03:44:42 main:574] : INFO : Epoch 1602 | loss: 0.0310714 | val_loss: 0.0311951 | Time: 7241.24 ms
[2022-03-27 03:44:49 main:574] : INFO : Epoch 1603 | loss: 0.0310727 | val_loss: 0.031193 | Time: 7004.07 ms
[2022-03-27 03:44:56 main:574] : INFO : Epoch 1604 | loss: 0.0310736 | val_loss: 0.0312047 | Time: 7085.66 ms
[2022-03-27 03:45:03 main:574] : INFO : Epoch 1605 | loss: 0.0310704 | val_loss: 0.0311879 | Time: 6738.52 ms
[2022-03-27 03:45:10 main:574] : INFO : Epoch 1606 | loss: 0.0310717 | val_loss: 0.0312076 | Time: 6583.31 ms
[2022-03-27 03:45:17 main:574] : INFO : Epoch 1607 | loss: 0.0310924 | val_loss: 0.0311791 | Time: 7015.8 ms
[2022-03-27 03:45:24 main:574] : INFO : Epoch 1608 | loss: 0.0310967 | val_loss: 0.0311795 | Time: 6802.62 ms
[2022-03-27 03:45:31 main:574] : INFO : Epoch 1609 | loss: 0.0310853 | val_loss: 0.0311885 | Time: 6976.63 ms
[2022-03-27 03:45:38 main:574] : INFO : Epoch 1610 | loss: 0.031078 | val_loss: 0.0311975 | Time: 7483.53 ms
[2022-03-27 03:45:45 main:574] : INFO : Epoch 1611 | loss: 0.0310673 | val_loss: 0.0311911 | Time: 6784.7 ms
[2022-03-27 03:45:52 main:574] : INFO : Epoch 1612 | loss: 0.0310682 | val_loss: 0.0311961 | Time: 6841.55 ms
[2022-03-27 03:45:59 main:574] : INFO : Epoch 1613 | loss: 0.0310651 | val_loss: 0.0312007 | Time: 6818.63 ms
[2022-03-27 03:46:06 main:574] : INFO : Epoch 1614 | loss: 0.0310613 | val_loss: 0.0311923 | Time: 7687.96 ms
[2022-03-27 03:46:13 main:574] : INFO : Epoch 1615 | loss: 0.0310769 | val_loss: 0.0311838 | Time: 6912.51 ms
[2022-03-27 03:46:20 main:574] : INFO : Epoch 1616 | loss: 0.0310695 | val_loss: 0.0311973 | Time: 6766.31 ms
[2022-03-27 03:46:27 main:574] : INFO : Epoch 1617 | loss: 0.0310676 | val_loss: 0.031213 | Time: 6704.15 ms
[2022-03-27 03:46:34 main:574] : INFO : Epoch 1618 | loss: 0.031062 | val_loss: 0.0312153 | Time: 7584.37 ms
[2022-03-27 03:46:42 main:574] : INFO : Epoch 1619 | loss: 0.031073 | val_loss: 0.031182 | Time: 7501.79 ms
[2022-03-27 03:46:49 main:574] : INFO : Epoch 1620 | loss: 0.0310824 | val_loss: 0.0311825 | Time: 7150.46 ms
[2022-03-27 03:46:57 main:574] : INFO : Epoch 1621 | loss: 0.0310764 | val_loss: 0.0311959 | Time: 8058.59 ms
[2022-03-27 03:47:04 main:574] : INFO : Epoch 1622 | loss: 0.0310737 | val_loss: 0.0311884 | Time: 6983.95 ms
[2022-03-27 03:47:11 main:574] : INFO : Epoch 1623 | loss: 0.0310647 | val_loss: 0.0311921 | Time: 7207.45 ms
[2022-03-27 03:47:19 main:574] : INFO : Epoch 1624 | loss: 0.031064 | val_loss: 0.0312028 | Time: 7433.63 ms
[2022-03-27 03:47:26 main:574] : INFO : Epoch 1625 | loss: 0.0310659 | val_loss: 0.0311967 | Time: 6835.95 ms
[2022-03-27 03:47:33 main:574] : INFO : Epoch 1626 | loss: 0.0310692 | val_loss: 0.0312058 | Time: 7337.14 ms
[2022-03-27 03:47:40 main:574] : INFO : Epoch 1627 | loss: 0.0310707 | val_loss: 0.0312022 | Time: 7425.51 ms
[2022-03-27 03:47:47 main:574] : INFO : Epoch 1628 | loss: 0.0310662 | val_loss: 0.0312062 | Time: 6529.95 ms
[2022-03-27 03:47:54 main:574] : INFO : Epoch 1629 | loss: 0.0310702 | val_loss: 0.0312069 | Time: 6845.51 ms
[2022-03-27 03:48:01 main:574] : INFO : Epoch 1630 | loss: 0.0310687 | val_loss: 0.0311996 | Time: 7538.28 ms
[2022-03-27 03:48:08 main:574] : INFO : Epoch 1631 | loss: 0.0310661 | val_loss: 0.0312225 | Time: 6446.32 ms
[2022-03-27 03:48:15 main:574] : INFO : Epoch 1632 | loss: 0.0310661 | val_loss: 0.0312046 | Time: 7116.4 ms
[2022-03-27 03:48:22 main:574] : INFO : Epoch 1633 | loss: 0.031066 | val_loss: 0.0311944 | Time: 7476.65 ms
[2022-03-27 03:48:29 main:574] : INFO : Epoch 1634 | loss: 0.031067 | val_loss: 0.0312082 | Time: 6937.15 ms
[2022-03-27 03:48:36 main:574] : INFO : Epoch 1635 | loss: 0.0310665 | val_loss: 0.0312162 | Time: 6835.52 ms
[2022-03-27 03:48:43 main:574] : INFO : Epoch 1636 | loss: 0.0310708 | val_loss: 0.0311886 | Time: 7140.45 ms
[2022-03-27 03:48:50 main:574] : INFO : Epoch 1637 | loss: 0.031067 | val_loss: 0.0311933 | Time: 6732.3 ms
[2022-03-27 03:48:58 main:574] : INFO : Epoch 1638 | loss: 0.0310631 | val_loss: 0.0312163 | Time: 7592.71 ms
[2022-03-27 03:49:05 main:574] : INFO : Epoch 1639 | loss: 0.0310676 | val_loss: 0.0311913 | Time: 7089.66 ms
[2022-03-27 03:49:12 main:574] : INFO : Epoch 1640 | loss: 0.0311224 | val_loss: 0.0311591 | Time: 7355.17 ms
[2022-03-27 03:49:19 main:574] : INFO : Epoch 1641 | loss: 0.0311281 | val_loss: 0.0311586 | Time: 7287.51 ms
[2022-03-27 03:49:26 main:574] : INFO : Epoch 1642 | loss: 0.0311236 | val_loss: 0.0311538 | Time: 6592.92 ms
[2022-03-27 03:49:33 main:574] : INFO : Epoch 1643 | loss: 0.0311149 | val_loss: 0.0311587 | Time: 6863.03 ms
[2022-03-27 03:49:40 main:574] : INFO : Epoch 1644 | loss: 0.0311074 | val_loss: 0.0311626 | Time: 7170.08 ms
[2022-03-27 03:49:47 main:574] : INFO : Epoch 1645 | loss: 0.0310989 | val_loss: 0.0311666 | Time: 6933.44 ms
[2022-03-27 03:49:54 main:574] : INFO : Epoch 1646 | loss: 0.031089 | val_loss: 0.0311832 | Time: 7373.86 ms
[2022-03-27 03:50:01 main:574] : INFO : Epoch 1647 | loss: 0.0310836 | val_loss: 0.0311763 | Time: 6453.58 ms
[2022-03-27 03:50:08 main:574] : INFO : Epoch 1648 | loss: 0.0310783 | val_loss: 0.0312027 | Time: 6914.06 ms
[2022-03-27 03:50:15 main:574] : INFO : Epoch 1649 | loss: 0.0310744 | val_loss: 0.031184 | Time: 7237.37 ms
[2022-03-27 03:50:21 main:574] : INFO : Epoch 1650 | loss: 0.0310778 | val_loss: 0.0312045 | Time: 6228.12 ms
[2022-03-27 03:50:29 main:574] : INFO : Epoch 1651 | loss: 0.0310726 | val_loss: 0.0311961 | Time: 7319 ms
[2022-03-27 03:50:36 main:574] : INFO : Epoch 1652 | loss: 0.0310782 | val_loss: 0.0311946 | Time: 7175.82 ms
[2022-03-27 03:50:42 main:574] : INFO : Epoch 1653 | loss: 0.0310731 | val_loss: 0.031177 | Time: 6395.27 ms
[2022-03-27 03:50:49 main:574] : INFO : Epoch 1654 | loss: 0.0310709 | val_loss: 0.0311922 | Time: 6991.84 ms
[2022-03-27 03:50:57 main:574] : INFO : Epoch 1655 | loss: 0.0310688 | val_loss: 0.0311868 | Time: 7243.89 ms
[2022-03-27 03:51:03 main:574] : INFO : Epoch 1656 | loss: 0.0310693 | val_loss: 0.0311826 | Time: 6777.35 ms
[2022-03-27 03:51:10 main:574] : INFO : Epoch 1657 | loss: 0.0310682 | val_loss: 0.0311871 | Time: 6911.73 ms
[2022-03-27 03:51:17 main:574] : INFO : Epoch 1658 | loss: 0.0310597 | val_loss: 0.0312047 | Time: 7043.89 ms
[2022-03-27 03:51:24 main:574] : INFO : Epoch 1659 | loss: 0.0310623 | val_loss: 0.0311966 | Time: 6730.01 ms
[2022-03-27 03:51:31 main:574] : INFO : Epoch 1660 | loss: 0.0310632 | val_loss: 0.0311965 | Time: 6913.26 ms
[2022-03-27 03:51:39 main:574] : INFO : Epoch 1661 | loss: 0.0310631 | val_loss: 0.0312128 | Time: 7518.46 ms
[2022-03-27 03:51:46 main:574] : INFO : Epoch 1662 | loss: 0.0310595 | val_loss: 0.0312029 | Time: 7706.86 ms
[2022-03-27 03:51:54 main:574] : INFO : Epoch 1663 | loss: 0.031058 | val_loss: 0.0312057 | Time: 7444.13 ms
[2022-03-27 03:52:02 main:574] : INFO : Epoch 1664 | loss: 0.0310641 | val_loss: 0.0311896 | Time: 8170.53 ms
[2022-03-27 03:52:10 main:574] : INFO : Epoch 1665 | loss: 0.0310608 | val_loss: 0.0312089 | Time: 8389.09 ms
[2022-03-27 03:52:18 main:574] : INFO : Epoch 1666 | loss: 0.0310595 | val_loss: 0.0312014 | Time: 7836.66 ms
[2022-03-27 03:52:26 main:574] : INFO : Epoch 1667 | loss: 0.0310618 | val_loss: 0.0312104 | Time: 7368.88 ms
[2022-03-27 03:52:33 main:574] : INFO : Epoch 1668 | loss: 0.0310685 | val_loss: 0.0312043 | Time: 7558.11 ms
[2022-03-27 03:52:40 main:574] : INFO : Epoch 1669 | loss: 0.0310888 | val_loss: 0.0311841 | Time: 6916.68 ms
[2022-03-27 03:52:47 main:574] : INFO : Epoch 1670 | loss: 0.0310839 | val_loss: 0.0311873 | Time: 6898.82 ms
[2022-03-27 03:52:54 main:574] : INFO : Epoch 1671 | loss: 0.0310854 | val_loss: 0.0312046 | Time: 7088.56 ms
[2022-03-27 03:53:01 main:574] : INFO : Epoch 1672 | loss: 0.0310766 | val_loss: 0.0311849 | Time: 7281.21 ms
[2022-03-27 03:53:08 main:574] : INFO : Epoch 1673 | loss: 0.0310707 | val_loss: 0.0311921 | Time: 6911.06 ms
[2022-03-27 03:53:15 main:574] : INFO : Epoch 1674 | loss: 0.0310626 | val_loss: 0.0311977 | Time: 6948.03 ms
[2022-03-27 03:53:22 main:574] : INFO : Epoch 1675 | loss: 0.0310638 | val_loss: 0.0311902 | Time: 7020.22 ms
[2022-03-27 03:53:29 main:574] : INFO : Epoch 1676 | loss: 0.0310622 | val_loss: 0.0311951 | Time: 6581.42 ms
[2022-03-27 03:53:36 main:574] : INFO : Epoch 1677 | loss: 0.0310657 | val_loss: 0.0311994 | Time: 7115.67 ms
[2022-03-27 03:53:43 main:574] : INFO : Epoch 1678 | loss: 0.0310624 | val_loss: 0.0312118 | Time: 7054.12 ms
[2022-03-27 03:53:50 main:574] : INFO : Epoch 1679 | loss: 0.0310646 | val_loss: 0.0311925 | Time: 7031.25 ms
[2022-03-27 03:53:57 main:574] : INFO : Epoch 1680 | loss: 0.0310697 | val_loss: 0.0312221 | Time: 6903.7 ms
[2022-03-27 03:54:04 main:574] : INFO : Epoch 1681 | loss: 0.0310749 | val_loss: 0.0311845 | Time: 7243.42 ms
[2022-03-27 03:54:12 main:574] : INFO : Epoch 1682 | loss: 0.0310685 | val_loss: 0.0311824 | Time: 7371.7 ms
[2022-03-27 03:54:19 main:574] : INFO : Epoch 1683 | loss: 0.0310842 | val_loss: 0.0311831 | Time: 7387.03 ms
[2022-03-27 03:54:26 main:574] : INFO : Epoch 1684 | loss: 0.031071 | val_loss: 0.0312004 | Time: 6878.63 ms
[2022-03-27 03:54:33 main:574] : INFO : Epoch 1685 | loss: 0.031062 | val_loss: 0.0312014 | Time: 6794.74 ms
[2022-03-27 03:54:40 main:574] : INFO : Epoch 1686 | loss: 0.0310601 | val_loss: 0.0311968 | Time: 7221.33 ms
[2022-03-27 03:54:47 main:574] : INFO : Epoch 1687 | loss: 0.0310656 | val_loss: 0.0312195 | Time: 7270.29 ms
[2022-03-27 03:54:55 main:574] : INFO : Epoch 1688 | loss: 0.031065 | val_loss: 0.0311934 | Time: 7264.07 ms
[2022-03-27 03:55:02 main:574] : INFO : Epoch 1689 | loss: 0.0310668 | val_loss: 0.0311883 | Time: 7143.6 ms
[2022-03-27 03:55:09 main:574] : INFO : Epoch 1690 | loss: 0.0311115 | val_loss: 0.0311647 | Time: 6847.44 ms
[2022-03-27 03:55:16 main:574] : INFO : Epoch 1691 | loss: 0.0311202 | val_loss: 0.0311561 | Time: 7162.53 ms
[2022-03-27 03:55:23 main:574] : INFO : Epoch 1692 | loss: 0.0311065 | val_loss: 0.0311585 | Time: 7287.03 ms
[2022-03-27 03:55:31 main:574] : INFO : Epoch 1693 | loss: 0.0310956 | val_loss: 0.0311582 | Time: 7514.77 ms
[2022-03-27 03:55:38 main:574] : INFO : Epoch 1694 | loss: 0.0310872 | val_loss: 0.0311923 | Time: 7205.08 ms
[2022-03-27 03:55:45 main:574] : INFO : Epoch 1695 | loss: 0.0310826 | val_loss: 0.0311725 | Time: 7273.85 ms
[2022-03-27 03:55:53 main:574] : INFO : Epoch 1696 | loss: 0.0310725 | val_loss: 0.0311874 | Time: 7560.95 ms
[2022-03-27 03:56:00 main:574] : INFO : Epoch 1697 | loss: 0.0310672 | val_loss: 0.0311924 | Time: 7128.71 ms
[2022-03-27 03:56:07 main:574] : INFO : Epoch 1698 | loss: 0.0310656 | val_loss: 0.0311996 | Time: 6639.51 ms
[2022-03-27 03:56:14 main:574] : INFO : Epoch 1699 | loss: 0.0310628 | val_loss: 0.0311856 | Time: 6893.18 ms
[2022-03-27 03:56:20 main:574] : INFO : Epoch 1700 | loss: 0.0310609 | val_loss: 0.0312059 | Time: 6940.07 ms
[2022-03-27 03:56:28 main:574] : INFO : Epoch 1701 | loss: 0.0310619 | val_loss: 0.0311869 | Time: 7175.8 ms
[2022-03-27 03:56:35 main:574] : INFO : Epoch 1702 | loss: 0.031061 | val_loss: 0.0311995 | Time: 7398.97 ms
[2022-03-27 03:56:42 main:574] : INFO : Epoch 1703 | loss: 0.0311159 | val_loss: 0.0311655 | Time: 6980.39 ms
[2022-03-27 03:56:49 main:574] : INFO : Epoch 1704 | loss: 0.0311243 | val_loss: 0.0311815 | Time: 7111.63 ms
[2022-03-27 03:56:57 main:574] : INFO : Epoch 1705 | loss: 0.0310988 | val_loss: 0.0311734 | Time: 7340.88 ms
[2022-03-27 03:57:04 main:574] : INFO : Epoch 1706 | loss: 0.0310795 | val_loss: 0.0311871 | Time: 7291.57 ms
[2022-03-27 03:57:12 main:574] : INFO : Epoch 1707 | loss: 0.0310746 | val_loss: 0.0311918 | Time: 7755.14 ms
[2022-03-27 03:57:19 main:574] : INFO : Epoch 1708 | loss: 0.0310675 | val_loss: 0.0311899 | Time: 7069.19 ms
[2022-03-27 03:57:26 main:574] : INFO : Epoch 1709 | loss: 0.0310652 | val_loss: 0.0311988 | Time: 7531.69 ms
[2022-03-27 03:57:34 main:574] : INFO : Epoch 1710 | loss: 0.0310615 | val_loss: 0.0311966 | Time: 7583.14 ms
[2022-03-27 03:57:41 main:574] : INFO : Epoch 1711 | loss: 0.0310821 | val_loss: 0.0311853 | Time: 7204.73 ms
[2022-03-27 03:57:48 main:574] : INFO : Epoch 1712 | loss: 0.0310758 | val_loss: 0.0311879 | Time: 7136.87 ms
[2022-03-27 03:57:55 main:574] : INFO : Epoch 1713 | loss: 0.0310666 | val_loss: 0.0312013 | Time: 6883.27 ms
[2022-03-27 03:58:03 main:574] : INFO : Epoch 1714 | loss: 0.0310727 | val_loss: 0.031187 | Time: 7375.02 ms
[2022-03-27 03:58:10 main:574] : INFO : Epoch 1715 | loss: 0.0310714 | val_loss: 0.0311869 | Time: 7348.47 ms
[2022-03-27 03:58:17 main:574] : INFO : Epoch 1716 | loss: 0.0310619 | val_loss: 0.0311964 | Time: 6985.96 ms
[2022-03-27 03:58:24 main:574] : INFO : Epoch 1717 | loss: 0.0310628 | val_loss: 0.031192 | Time: 7358.1 ms
[2022-03-27 03:58:32 main:574] : INFO : Epoch 1718 | loss: 0.0310692 | val_loss: 0.0312 | Time: 7522.19 ms
[2022-03-27 03:58:39 main:574] : INFO : Epoch 1719 | loss: 0.0310609 | val_loss: 0.031208 | Time: 6865.08 ms
[2022-03-27 03:58:46 main:574] : INFO : Epoch 1720 | loss: 0.0310619 | val_loss: 0.0311866 | Time: 7273.72 ms
[2022-03-27 03:58:53 main:574] : INFO : Epoch 1721 | loss: 0.0310751 | val_loss: 0.0311863 | Time: 6873.29 ms
[2022-03-27 03:59:00 main:574] : INFO : Epoch 1722 | loss: 0.0310709 | val_loss: 0.0312024 | Time: 6964.1 ms
[2022-03-27 03:59:07 main:574] : INFO : Epoch 1723 | loss: 0.0310668 | val_loss: 0.0312012 | Time: 7079.1 ms
[2022-03-27 03:59:15 main:574] : INFO : Epoch 1724 | loss: 0.0310628 | val_loss: 0.0311998 | Time: 7565.6 ms
[2022-03-27 03:59:21 main:574] : INFO : Epoch 1725 | loss: 0.0310541 | val_loss: 0.0311924 | Time: 6716.48 ms
[2022-03-27 03:59:29 main:574] : INFO : Epoch 1726 | loss: 0.0310542 | val_loss: 0.0312158 | Time: 7367.12 ms
[2022-03-27 03:59:36 main:574] : INFO : Epoch 1727 | loss: 0.0310575 | val_loss: 0.0311976 | Time: 7238.02 ms
[2022-03-27 03:59:43 main:574] : INFO : Epoch 1728 | loss: 0.0310643 | val_loss: 0.0311803 | Time: 7053.35 ms
[2022-03-27 03:59:50 main:574] : INFO : Epoch 1729 | loss: 0.031064 | val_loss: 0.0311869 | Time: 7070.97 ms
[2022-03-27 03:59:57 main:574] : INFO : Epoch 1730 | loss: 0.0310667 | val_loss: 0.0311897 | Time: 7093.05 ms
[2022-03-27 04:00:04 main:574] : INFO : Epoch 1731 | loss: 0.0310661 | val_loss: 0.0311911 | Time: 7143.29 ms
[2022-03-27 04:00:11 main:574] : INFO : Epoch 1732 | loss: 0.0310577 | val_loss: 0.0312003 | Time: 7010.33 ms
[2022-03-27 04:00:18 main:574] : INFO : Epoch 1733 | loss: 0.0310564 | val_loss: 0.0312011 | Time: 6598.22 ms
[2022-03-27 04:00:25 main:574] : INFO : Epoch 1734 | loss: 0.0310564 | val_loss: 0.0311933 | Time: 7160.73 ms
[2022-03-27 04:00:32 main:574] : INFO : Epoch 1735 | loss: 0.0310598 | val_loss: 0.0311885 | Time: 6893.46 ms
[2022-03-27 04:00:39 main:574] : INFO : Epoch 1736 | loss: 0.0310738 | val_loss: 0.031196 | Time: 6997.03 ms
[2022-03-27 04:00:46 main:574] : INFO : Epoch 1737 | loss: 0.0310729 | val_loss: 0.0311876 | Time: 7144.12 ms
[2022-03-27 04:00:53 main:574] : INFO : Epoch 1738 | loss: 0.0310706 | val_loss: 0.0312017 | Time: 7094.65 ms
[2022-03-27 04:01:01 main:574] : INFO : Epoch 1739 | loss: 0.0310625 | val_loss: 0.0312038 | Time: 7316.26 ms
[2022-03-27 04:01:08 main:574] : INFO : Epoch 1740 | loss: 0.0310595 | val_loss: 0.0312004 | Time: 6959.15 ms
[2022-03-27 04:01:15 main:574] : INFO : Epoch 1741 | loss: 0.0310556 | val_loss: 0.0311796 | Time: 7610.3 ms
[2022-03-27 04:01:22 main:574] : INFO : Epoch 1742 | loss: 0.0310666 | val_loss: 0.0312114 | Time: 6999.2 ms
[2022-03-27 04:01:30 main:574] : INFO : Epoch 1743 | loss: 0.0310607 | val_loss: 0.0312032 | Time: 7529.13 ms
[2022-03-27 04:01:37 main:574] : INFO : Epoch 1744 | loss: 0.0310595 | val_loss: 0.031208 | Time: 7108.98 ms
[2022-03-27 04:01:44 main:574] : INFO : Epoch 1745 | loss: 0.0310618 | val_loss: 0.0311932 | Time: 7098.66 ms
[2022-03-27 04:01:51 main:574] : INFO : Epoch 1746 | loss: 0.0310675 | val_loss: 0.0311924 | Time: 7056.32 ms
[2022-03-27 04:01:58 main:574] : INFO : Epoch 1747 | loss: 0.0310641 | val_loss: 0.0311898 | Time: 7313.48 ms
[2022-03-27 04:02:06 main:574] : INFO : Epoch 1748 | loss: 0.0310636 | val_loss: 0.0312034 | Time: 7355 ms
[2022-03-27 04:02:13 main:574] : INFO : Epoch 1749 | loss: 0.031061 | val_loss: 0.0311958 | Time: 7115.82 ms
[2022-03-27 04:02:20 main:574] : INFO : Epoch 1750 | loss: 0.0310601 | val_loss: 0.0312056 | Time: 6799.26 ms
[2022-03-27 04:02:27 main:574] : INFO : Epoch 1751 | loss: 0.0310553 | val_loss: 0.0311908 | Time: 7503.69 ms
[2022-03-27 04:02:35 main:574] : INFO : Epoch 1752 | loss: 0.0310513 | val_loss: 0.0311986 | Time: 7692.56 ms
[2022-03-27 04:02:42 main:574] : INFO : Epoch 1753 | loss: 0.03105 | val_loss: 0.031209 | Time: 7223.56 ms
[2022-03-27 04:02:50 main:574] : INFO : Epoch 1754 | loss: 0.0310509 | val_loss: 0.0311979 | Time: 7660.49 ms
[2022-03-27 04:02:57 main:574] : INFO : Epoch 1755 | loss: 0.0310529 | val_loss: 0.0312146 | Time: 7106.27 ms
[2022-03-27 04:03:04 main:574] : INFO : Epoch 1756 | loss: 0.0310525 | val_loss: 0.0312045 | Time: 6835.63 ms
[2022-03-27 04:03:12 main:574] : INFO : Epoch 1757 | loss: 0.0310507 | val_loss: 0.0312003 | Time: 7931.19 ms
[2022-03-27 04:03:19 main:574] : INFO : Epoch 1758 | loss: 0.0310533 | val_loss: 0.0311933 | Time: 7096.28 ms
[2022-03-27 04:03:26 main:574] : INFO : Epoch 1759 | loss: 0.0310552 | val_loss: 0.0312052 | Time: 7281.55 ms
[2022-03-27 04:03:34 main:574] : INFO : Epoch 1760 | loss: 0.0310553 | val_loss: 0.0312128 | Time: 7440.88 ms
[2022-03-27 04:03:41 main:574] : INFO : Epoch 1761 | loss: 0.0310565 | val_loss: 0.0312076 | Time: 6856.42 ms
[2022-03-27 04:03:48 main:574] : INFO : Epoch 1762 | loss: 0.031062 | val_loss: 0.0311989 | Time: 7351.19 ms
[2022-03-27 04:03:56 main:574] : INFO : Epoch 1763 | loss: 0.0310574 | val_loss: 0.0311937 | Time: 7580.91 ms
[2022-03-27 04:04:03 main:574] : INFO : Epoch 1764 | loss: 0.0310546 | val_loss: 0.0312173 | Time: 6970.32 ms
[2022-03-27 04:04:10 main:574] : INFO : Epoch 1765 | loss: 0.03106 | val_loss: 0.0311803 | Time: 7458.6 ms
[2022-03-27 04:04:18 main:574] : INFO : Epoch 1766 | loss: 0.031057 | val_loss: 0.0312147 | Time: 8269.71 ms
[2022-03-27 04:04:25 main:574] : INFO : Epoch 1767 | loss: 0.0310613 | val_loss: 0.0311988 | Time: 7184.37 ms
[2022-03-27 04:04:33 main:574] : INFO : Epoch 1768 | loss: 0.031059 | val_loss: 0.0311927 | Time: 7113.67 ms
[2022-03-27 04:04:40 main:574] : INFO : Epoch 1769 | loss: 0.0310525 | val_loss: 0.0312061 | Time: 7347.02 ms
[2022-03-27 04:04:47 main:574] : INFO : Epoch 1770 | loss: 0.0310553 | val_loss: 0.0312032 | Time: 7138.81 ms
[2022-03-27 04:04:54 main:574] : INFO : Epoch 1771 | loss: 0.0310528 | val_loss: 0.0312218 | Time: 7193.12 ms
[2022-03-27 04:05:01 main:574] : INFO : Epoch 1772 | loss: 0.0310577 | val_loss: 0.0311964 | Time: 7173.67 ms
[2022-03-27 04:05:09 main:574] : INFO : Epoch 1773 | loss: 0.0310562 | val_loss: 0.0311891 | Time: 7343.76 ms
[2022-03-27 04:05:17 main:574] : INFO : Epoch 1774 | loss: 0.0310723 | val_loss: 0.0311985 | Time: 7644.09 ms
[2022-03-27 04:05:23 main:574] : INFO : Epoch 1775 | loss: 0.0310721 | val_loss: 0.0311958 | Time: 6963.07 ms
[2022-03-27 04:05:31 main:574] : INFO : Epoch 1776 | loss: 0.0310671 | val_loss: 0.0312062 | Time: 7320.83 ms
[2022-03-27 04:05:38 main:574] : INFO : Epoch 1777 | loss: 0.0310672 | val_loss: 0.0312057 | Time: 7530.18 ms
[2022-03-27 04:05:45 main:574] : INFO : Epoch 1778 | loss: 0.031084 | val_loss: 0.0311802 | Time: 7056.68 ms
[2022-03-27 04:05:52 main:574] : INFO : Epoch 1779 | loss: 0.0310973 | val_loss: 0.0311871 | Time: 6839.67 ms
[2022-03-27 04:05:59 main:574] : INFO : Epoch 1780 | loss: 0.031083 | val_loss: 0.0311813 | Time: 6950.97 ms
[2022-03-27 04:06:06 main:574] : INFO : Epoch 1781 | loss: 0.0310659 | val_loss: 0.0312011 | Time: 6981.66 ms
[2022-03-27 04:06:14 main:574] : INFO : Epoch 1782 | loss: 0.0310752 | val_loss: 0.0311812 | Time: 7723.76 ms
[2022-03-27 04:06:21 main:574] : INFO : Epoch 1783 | loss: 0.0310998 | val_loss: 0.0311662 | Time: 7256.4 ms
[2022-03-27 04:06:28 main:574] : INFO : Epoch 1784 | loss: 0.0310783 | val_loss: 0.0311988 | Time: 7112.5 ms
[2022-03-27 04:06:36 main:574] : INFO : Epoch 1785 | loss: 0.0310654 | val_loss: 0.0311839 | Time: 8082.94 ms
[2022-03-27 04:06:43 main:574] : INFO : Epoch 1786 | loss: 0.0310586 | val_loss: 0.0311968 | Time: 6820.98 ms
[2022-03-27 04:06:50 main:574] : INFO : Epoch 1787 | loss: 0.0310584 | val_loss: 0.031201 | Time: 7057.32 ms
[2022-03-27 04:06:58 main:574] : INFO : Epoch 1788 | loss: 0.0310557 | val_loss: 0.0311999 | Time: 7611.55 ms
[2022-03-27 04:07:05 main:574] : INFO : Epoch 1789 | loss: 0.0310544 | val_loss: 0.0312063 | Time: 7036.54 ms
[2022-03-27 04:07:12 main:574] : INFO : Epoch 1790 | loss: 0.0310542 | val_loss: 0.0312117 | Time: 6812.21 ms
[2022-03-27 04:07:19 main:574] : INFO : Epoch 1791 | loss: 0.0310646 | val_loss: 0.0311984 | Time: 7031.52 ms
[2022-03-27 04:07:25 main:574] : INFO : Epoch 1792 | loss: 0.0310615 | val_loss: 0.0311855 | Time: 6535.72 ms
[2022-03-27 04:07:33 main:574] : INFO : Epoch 1793 | loss: 0.0310565 | val_loss: 0.0312044 | Time: 7210.69 ms
[2022-03-27 04:07:40 main:574] : INFO : Epoch 1794 | loss: 0.0310512 | val_loss: 0.0312043 | Time: 7228.31 ms
[2022-03-27 04:07:47 main:574] : INFO : Epoch 1795 | loss: 0.0310555 | val_loss: 0.0311822 | Time: 6817.57 ms
[2022-03-27 04:07:54 main:574] : INFO : Epoch 1796 | loss: 0.0310791 | val_loss: 0.0311593 | Time: 7250.62 ms
[2022-03-27 04:08:01 main:574] : INFO : Epoch 1797 | loss: 0.0310995 | val_loss: 0.0311895 | Time: 7118.37 ms
[2022-03-27 04:08:08 main:574] : INFO : Epoch 1798 | loss: 0.0310728 | val_loss: 0.0311784 | Time: 7044.05 ms
[2022-03-27 04:08:15 main:574] : INFO : Epoch 1799 | loss: 0.0311523 | val_loss: 0.0311632 | Time: 6770.43 ms
[2022-03-27 04:08:22 main:574] : INFO : Epoch 1800 | loss: 0.0311523 | val_loss: 0.0311573 | Time: 7077.99 ms
[2022-03-27 04:08:29 main:574] : INFO : Epoch 1801 | loss: 0.031143 | val_loss: 0.0311553 | Time: 7374.63 ms
[2022-03-27 04:08:37 main:574] : INFO : Epoch 1802 | loss: 0.0311351 | val_loss: 0.0311523 | Time: 7101.71 ms
[2022-03-27 04:08:44 main:574] : INFO : Epoch 1803 | loss: 0.0311276 | val_loss: 0.0311547 | Time: 6992.23 ms
[2022-03-27 04:08:51 main:574] : INFO : Epoch 1804 | loss: 0.0311194 | val_loss: 0.0311568 | Time: 6988.1 ms
[2022-03-27 04:08:58 main:574] : INFO : Epoch 1805 | loss: 0.0311146 | val_loss: 0.0311654 | Time: 6998.6 ms
[2022-03-27 04:09:05 main:574] : INFO : Epoch 1806 | loss: 0.031114 | val_loss: 0.0311628 | Time: 7336.94 ms
[2022-03-27 04:09:12 main:574] : INFO : Epoch 1807 | loss: 0.031106 | val_loss: 0.0311584 | Time: 7414.15 ms
[2022-03-27 04:09:19 main:574] : INFO : Epoch 1808 | loss: 0.0311014 | val_loss: 0.0311696 | Time: 7041.18 ms
[2022-03-27 04:09:27 main:574] : INFO : Epoch 1809 | loss: 0.031096 | val_loss: 0.0311744 | Time: 7164.09 ms
[2022-03-27 04:09:33 main:574] : INFO : Epoch 1810 | loss: 0.0310893 | val_loss: 0.0311713 | Time: 6779.79 ms
[2022-03-27 04:09:40 main:574] : INFO : Epoch 1811 | loss: 0.0310825 | val_loss: 0.0311817 | Time: 6892.89 ms
[2022-03-27 04:09:48 main:574] : INFO : Epoch 1812 | loss: 0.0310799 | val_loss: 0.0311906 | Time: 7185.41 ms
[2022-03-27 04:09:54 main:574] : INFO : Epoch 1813 | loss: 0.0310785 | val_loss: 0.0311888 | Time: 6770.69 ms
[2022-03-27 04:10:01 main:574] : INFO : Epoch 1814 | loss: 0.031071 | val_loss: 0.0311902 | Time: 6715.2 ms
[2022-03-27 04:10:09 main:574] : INFO : Epoch 1815 | loss: 0.0310678 | val_loss: 0.031191 | Time: 7787.45 ms
[2022-03-27 04:10:16 main:574] : INFO : Epoch 1816 | loss: 0.0310727 | val_loss: 0.0311834 | Time: 7303.14 ms
[2022-03-27 04:10:24 main:574] : INFO : Epoch 1817 | loss: 0.0310711 | val_loss: 0.0311909 | Time: 7793.17 ms
[2022-03-27 04:10:31 main:574] : INFO : Epoch 1818 | loss: 0.0310772 | val_loss: 0.031184 | Time: 7416.14 ms
[2022-03-27 04:10:39 main:574] : INFO : Epoch 1819 | loss: 0.031065 | val_loss: 0.0312016 | Time: 7174.92 ms
[2022-03-27 04:10:45 main:574] : INFO : Epoch 1820 | loss: 0.0310637 | val_loss: 0.0311805 | Time: 6649.6 ms
[2022-03-27 04:10:53 main:574] : INFO : Epoch 1821 | loss: 0.03106 | val_loss: 0.0311998 | Time: 8089.06 ms
[2022-03-27 04:11:00 main:574] : INFO : Epoch 1822 | loss: 0.0310643 | val_loss: 0.0311904 | Time: 7025.67 ms
[2022-03-27 04:11:07 main:574] : INFO : Epoch 1823 | loss: 0.0310603 | val_loss: 0.0312006 | Time: 6925.89 ms
[2022-03-27 04:11:15 main:574] : INFO : Epoch 1824 | loss: 0.0310607 | val_loss: 0.0312054 | Time: 7438.38 ms
[2022-03-27 04:11:22 main:574] : INFO : Epoch 1825 | loss: 0.0310577 | val_loss: 0.0312054 | Time: 6926.85 ms
[2022-03-27 04:11:29 main:574] : INFO : Epoch 1826 | loss: 0.0310635 | val_loss: 0.0311904 | Time: 7293.53 ms
[2022-03-27 04:11:37 main:574] : INFO : Epoch 1827 | loss: 0.0310631 | val_loss: 0.0311966 | Time: 7607.1 ms
[2022-03-27 04:11:44 main:574] : INFO : Epoch 1828 | loss: 0.0310682 | val_loss: 0.031206 | Time: 7119.71 ms
[2022-03-27 04:11:51 main:574] : INFO : Epoch 1829 | loss: 0.0310599 | val_loss: 0.0311981 | Time: 6933.73 ms
[2022-03-27 04:11:58 main:574] : INFO : Epoch 1830 | loss: 0.0310564 | val_loss: 0.0311903 | Time: 7001.17 ms
[2022-03-27 04:12:05 main:574] : INFO : Epoch 1831 | loss: 0.03106 | val_loss: 0.0311996 | Time: 6749.66 ms
[2022-03-27 04:12:12 main:574] : INFO : Epoch 1832 | loss: 0.0310552 | val_loss: 0.0311969 | Time: 7305.26 ms
[2022-03-27 04:12:19 main:574] : INFO : Epoch 1833 | loss: 0.0310563 | val_loss: 0.0311876 | Time: 7134.07 ms
[2022-03-27 04:12:27 main:574] : INFO : Epoch 1834 | loss: 0.0310658 | val_loss: 0.0311869 | Time: 8077.37 ms
[2022-03-27 04:12:35 main:574] : INFO : Epoch 1835 | loss: 0.0310586 | val_loss: 0.0312176 | Time: 8094.51 ms
[2022-03-27 04:12:42 main:574] : INFO : Epoch 1836 | loss: 0.0310615 | val_loss: 0.0311829 | Time: 7020.44 ms
[2022-03-27 04:12:50 main:574] : INFO : Epoch 1837 | loss: 0.0310538 | val_loss: 0.0312067 | Time: 7319.19 ms
[2022-03-27 04:12:58 main:574] : INFO : Epoch 1838 | loss: 0.0310624 | val_loss: 0.0311911 | Time: 8080.17 ms
[2022-03-27 04:13:04 main:574] : INFO : Epoch 1839 | loss: 0.0310692 | val_loss: 0.0311989 | Time: 6788.55 ms
[2022-03-27 04:13:12 main:574] : INFO : Epoch 1840 | loss: 0.0310621 | val_loss: 0.0311997 | Time: 7501.06 ms
[2022-03-27 04:13:19 main:574] : INFO : Epoch 1841 | loss: 0.0310538 | val_loss: 0.0312031 | Time: 6992.79 ms
[2022-03-27 04:13:26 main:574] : INFO : Epoch 1842 | loss: 0.0311562 | val_loss: 0.0312454 | Time: 7099.64 ms
[2022-03-27 04:13:34 main:574] : INFO : Epoch 1843 | loss: 0.0313925 | val_loss: 0.0382775 | Time: 7461.65 ms
[2022-03-27 04:13:41 main:574] : INFO : Epoch 1844 | loss: 0.0378146 | val_loss: 0.0326216 | Time: 7434.28 ms
[2022-03-27 04:13:48 main:574] : INFO : Epoch 1845 | loss: 0.0320931 | val_loss: 0.0316099 | Time: 6988.54 ms
[2022-03-27 04:13:55 main:574] : INFO : Epoch 1846 | loss: 0.0313599 | val_loss: 0.0313057 | Time: 7188.56 ms
[2022-03-27 04:14:03 main:574] : INFO : Epoch 1847 | loss: 0.0312771 | val_loss: 0.031257 | Time: 7304.61 ms
[2022-03-27 04:14:10 main:574] : INFO : Epoch 1848 | loss: 0.0312563 | val_loss: 0.0312544 | Time: 7125.17 ms
[2022-03-27 04:14:18 main:574] : INFO : Epoch 1849 | loss: 0.0312526 | val_loss: 0.0312519 | Time: 7913.61 ms
[2022-03-27 04:14:25 main:574] : INFO : Epoch 1850 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 7682.74 ms
[2022-03-27 04:14:33 main:574] : INFO : Epoch 1851 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 7362.9 ms
[2022-03-27 04:14:40 main:574] : INFO : Epoch 1852 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 7471.69 ms
[2022-03-27 04:14:47 main:574] : INFO : Epoch 1853 | loss: 0.0312503 | val_loss: 0.03125 | Time: 6955.9 ms
[2022-03-27 04:14:55 main:574] : INFO : Epoch 1854 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 7452.14 ms
[2022-03-27 04:15:02 main:574] : INFO : Epoch 1855 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 7485.41 ms
[2022-03-27 04:15:09 main:574] : INFO : Epoch 1856 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 7224.62 ms
[2022-03-27 04:15:17 main:574] : INFO : Epoch 1857 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 7267.36 ms
[2022-03-27 04:15:24 main:574] : INFO : Epoch 1858 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 7453 ms
[2022-03-27 04:15:31 main:574] : INFO : Epoch 1859 | loss: 0.0312469 | val_loss: 0.0312464 | Time: 7362.13 ms
[2022-03-27 04:15:38 main:574] : INFO : Epoch 1860 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 6948.58 ms
[2022-03-27 04:15:46 main:574] : INFO : Epoch 1861 | loss: 0.0312438 | val_loss: 0.0312427 | Time: 7109.3 ms
[2022-03-27 04:15:53 main:574] : INFO : Epoch 1862 | loss: 0.0312418 | val_loss: 0.0312405 | Time: 7097.18 ms
[2022-03-27 04:16:00 main:574] : INFO : Epoch 1863 | loss: 0.0312396 | val_loss: 0.0312383 | Time: 7240.34 ms
[2022-03-27 04:16:07 main:574] : INFO : Epoch 1864 | loss: 0.0312376 | val_loss: 0.0312363 | Time: 6873.25 ms
[2022-03-27 04:16:14 main:574] : INFO : Epoch 1865 | loss: 0.0312378 | val_loss: 0.0312372 | Time: 7196.29 ms
[2022-03-27 04:16:21 main:574] : INFO : Epoch 1866 | loss: 0.031234 | val_loss: 0.0312323 | Time: 7252.35 ms
[2022-03-27 04:16:28 main:574] : INFO : Epoch 1867 | loss: 0.0312311 | val_loss: 0.0312299 | Time: 6866.8 ms
[2022-03-27 04:16:36 main:574] : INFO : Epoch 1868 | loss: 0.0312294 | val_loss: 0.0312284 | Time: 7636.39 ms
[2022-03-27 04:16:43 main:574] : INFO : Epoch 1869 | loss: 0.0312282 | val_loss: 0.0312272 | Time: 7027.47 ms
[2022-03-27 04:16:50 main:574] : INFO : Epoch 1870 | loss: 0.0312267 | val_loss: 0.0312269 | Time: 6844.58 ms
[2022-03-27 04:16:57 main:574] : INFO : Epoch 1871 | loss: 0.0312264 | val_loss: 0.0312252 | Time: 7417.42 ms
[2022-03-27 04:17:04 main:574] : INFO : Epoch 1872 | loss: 0.0312249 | val_loss: 0.0312247 | Time: 7174.81 ms
[2022-03-27 04:17:12 main:574] : INFO : Epoch 1873 | loss: 0.0312242 | val_loss: 0.0312254 | Time: 7196.83 ms
[2022-03-27 04:17:19 main:574] : INFO : Epoch 1874 | loss: 0.0312235 | val_loss: 0.0312241 | Time: 7227.62 ms
[2022-03-27 04:17:27 main:574] : INFO : Epoch 1875 | loss: 0.0312229 | val_loss: 0.0312222 | Time: 7762.05 ms
[2022-03-27 04:17:34 main:574] : INFO : Epoch 1876 | loss: 0.0312223 | val_loss: 0.0312217 | Time: 7275.21 ms
[2022-03-27 04:17:42 main:574] : INFO : Epoch 1877 | loss: 0.0312215 | val_loss: 0.0312231 | Time: 7825.89 ms
[2022-03-27 04:17:49 main:574] : INFO : Epoch 1878 | loss: 0.0312216 | val_loss: 0.0312211 | Time: 7448.5 ms
[2022-03-27 04:17:57 main:574] : INFO : Epoch 1879 | loss: 0.0312201 | val_loss: 0.031219 | Time: 7610.82 ms
[2022-03-27 04:18:04 main:574] : INFO : Epoch 1880 | loss: 0.0312189 | val_loss: 0.031218 | Time: 7519.69 ms
[2022-03-27 04:18:12 main:574] : INFO : Epoch 1881 | loss: 0.0312195 | val_loss: 0.0312171 | Time: 7261.79 ms
[2022-03-27 04:18:19 main:574] : INFO : Epoch 1882 | loss: 0.0312169 | val_loss: 0.0312165 | Time: 7433.33 ms
[2022-03-27 04:18:26 main:574] : INFO : Epoch 1883 | loss: 0.0312154 | val_loss: 0.0312157 | Time: 7277.17 ms
[2022-03-27 04:18:34 main:574] : INFO : Epoch 1884 | loss: 0.031215 | val_loss: 0.0312153 | Time: 7233.3 ms
[2022-03-27 04:18:41 main:574] : INFO : Epoch 1885 | loss: 0.031215 | val_loss: 0.0312145 | Time: 7379.48 ms
[2022-03-27 04:18:48 main:574] : INFO : Epoch 1886 | loss: 0.0312141 | val_loss: 0.0312175 | Time: 7046.46 ms
[2022-03-27 04:18:55 main:574] : INFO : Epoch 1887 | loss: 0.0312139 | val_loss: 0.0312126 | Time: 7336.72 ms
[2022-03-27 04:19:03 main:574] : INFO : Epoch 1888 | loss: 0.0312117 | val_loss: 0.0312128 | Time: 7390.2 ms
[2022-03-27 04:19:10 main:574] : INFO : Epoch 1889 | loss: 0.0312114 | val_loss: 0.0312123 | Time: 6906.28 ms
[2022-03-27 04:19:17 main:574] : INFO : Epoch 1890 | loss: 0.03121 | val_loss: 0.0312103 | Time: 7296.96 ms
[2022-03-27 04:19:22 main:574] : INFO : Epoch 1891 | loss: 0.0312088 | val_loss: 0.0312096 | Time: 4945.33 ms
[2022-03-27 04:19:26 main:574] : INFO : Epoch 1892 | loss: 0.0312079 | val_loss: 0.0312092 | Time: 3954.05 ms
[2022-03-27 04:19:31 main:574] : INFO : Epoch 1893 | loss: 0.0312084 | val_loss: 0.0312086 | Time: 4799.93 ms
[2022-03-27 04:19:36 main:574] : INFO : Epoch 1894 | loss: 0.0312073 | val_loss: 0.031209 | Time: 4819.77 ms
[2022-03-27 04:19:40 main:574] : INFO : Epoch 1895 | loss: 0.0312065 | val_loss: 0.0312071 | Time: 4723.72 ms
[2022-03-27 04:19:45 main:574] : INFO : Epoch 1896 | loss: 0.0312047 | val_loss: 0.0312078 | Time: 4806.13 ms
[2022-03-27 04:19:50 main:574] : INFO : Epoch 1897 | loss: 0.0312037 | val_loss: 0.0312065 | Time: 4682.9 ms
[2022-03-27 04:19:54 main:574] : INFO : Epoch 1898 | loss: 0.0312033 | val_loss: 0.031205 | Time: 4543.86 ms
[2022-03-27 04:19:59 main:574] : INFO : Epoch 1899 | loss: 0.0312027 | val_loss: 0.0312066 | Time: 4772.66 ms
[2022-03-27 04:20:04 main:574] : INFO : Epoch 1900 | loss: 0.0312019 | val_loss: 0.0312064 | Time: 4626.31 ms
[2022-03-27 04:20:09 main:574] : INFO : Epoch 1901 | loss: 0.0312016 | val_loss: 0.0312038 | Time: 4767.23 ms
[2022-03-27 04:20:13 main:574] : INFO : Epoch 1902 | loss: 0.0312003 | val_loss: 0.0312035 | Time: 4754.74 ms
[2022-03-27 04:20:18 main:574] : INFO : Epoch 1903 | loss: 0.0311999 | val_loss: 0.031204 | Time: 4805.19 ms
[2022-03-27 04:20:23 main:574] : INFO : Epoch 1904 | loss: 0.0311997 | val_loss: 0.0312026 | Time: 4703.81 ms
[2022-03-27 04:20:28 main:574] : INFO : Epoch 1905 | loss: 0.0311992 | val_loss: 0.0312036 | Time: 4911.89 ms
[2022-03-27 04:20:33 main:574] : INFO : Epoch 1906 | loss: 0.0311992 | val_loss: 0.0312022 | Time: 4854.99 ms
[2022-03-27 04:20:37 main:574] : INFO : Epoch 1907 | loss: 0.0312011 | val_loss: 0.0312031 | Time: 4733.34 ms
[2022-03-27 04:20:41 main:574] : INFO : Epoch 1908 | loss: 0.0312 | val_loss: 0.0312069 | Time: 3403.65 ms
[2022-03-27 04:20:45 main:574] : INFO : Epoch 1909 | loss: 0.0311983 | val_loss: 0.0312063 | Time: 4036.31 ms
[2022-03-27 04:20:49 main:574] : INFO : Epoch 1910 | loss: 0.0311975 | val_loss: 0.0312043 | Time: 4038.92 ms
[2022-03-27 04:20:53 main:574] : INFO : Epoch 1911 | loss: 0.031197 | val_loss: 0.0312006 | Time: 4061.57 ms
[2022-03-27 04:20:57 main:574] : INFO : Epoch 1912 | loss: 0.031196 | val_loss: 0.0312019 | Time: 4063.32 ms
[2022-03-27 04:21:01 main:574] : INFO : Epoch 1913 | loss: 0.0311961 | val_loss: 0.031202 | Time: 4225.73 ms
[2022-03-27 04:21:05 main:574] : INFO : Epoch 1914 | loss: 0.031194 | val_loss: 0.0312015 | Time: 4105.35 ms
[2022-03-27 04:21:10 main:574] : INFO : Epoch 1915 | loss: 0.0311954 | val_loss: 0.0312004 | Time: 4064.96 ms
[2022-03-27 04:21:14 main:574] : INFO : Epoch 1916 | loss: 0.0311952 | val_loss: 0.0312012 | Time: 4002.46 ms
[2022-03-27 04:21:18 main:574] : INFO : Epoch 1917 | loss: 0.0311931 | val_loss: 0.0311992 | Time: 4031.99 ms
[2022-03-27 04:21:22 main:574] : INFO : Epoch 1918 | loss: 0.0311918 | val_loss: 0.0311983 | Time: 4053.59 ms
[2022-03-27 04:21:26 main:574] : INFO : Epoch 1919 | loss: 0.0311925 | val_loss: 0.0311997 | Time: 4049.65 ms
[2022-03-27 04:21:30 main:574] : INFO : Epoch 1920 | loss: 0.0311915 | val_loss: 0.0311984 | Time: 4041.43 ms
[2022-03-27 04:21:34 main:574] : INFO : Epoch 1921 | loss: 0.0311916 | val_loss: 0.031199 | Time: 4554.1 ms
[2022-03-27 04:21:39 main:574] : INFO : Epoch 1922 | loss: 0.0311906 | val_loss: 0.0311985 | Time: 4260.7 ms
[2022-03-27 04:21:43 main:574] : INFO : Epoch 1923 | loss: 0.0311905 | val_loss: 0.0311994 | Time: 4038.43 ms
[2022-03-27 04:21:47 main:574] : INFO : Epoch 1924 | loss: 0.0311917 | val_loss: 0.031198 | Time: 3948.64 ms
[2022-03-27 04:21:51 main:574] : INFO : Epoch 1925 | loss: 0.0311911 | val_loss: 0.0311991 | Time: 3970.53 ms
[2022-03-27 04:21:55 main:574] : INFO : Epoch 1926 | loss: 0.0311892 | val_loss: 0.0311991 | Time: 4042.07 ms
[2022-03-27 04:21:58 main:574] : INFO : Epoch 1927 | loss: 0.0311892 | val_loss: 0.0311987 | Time: 3525.68 ms
[2022-03-27 04:22:02 main:574] : INFO : Epoch 1928 | loss: 0.0311889 | val_loss: 0.0311975 | Time: 4007.85 ms
[2022-03-27 04:22:06 main:574] : INFO : Epoch 1929 | loss: 0.0311886 | val_loss: 0.0311985 | Time: 4080.65 ms
[2022-03-27 04:22:10 main:574] : INFO : Epoch 1930 | loss: 0.0311874 | val_loss: 0.0311973 | Time: 4167.95 ms
[2022-03-27 04:22:14 main:574] : INFO : Epoch 1931 | loss: 0.0311873 | val_loss: 0.0311966 | Time: 3939.77 ms
[2022-03-27 04:22:18 main:574] : INFO : Epoch 1932 | loss: 0.0311882 | val_loss: 0.0311994 | Time: 4058.19 ms
[2022-03-27 04:22:22 main:574] : INFO : Epoch 1933 | loss: 0.0311867 | val_loss: 0.0311981 | Time: 3982.29 ms
[2022-03-27 04:22:26 main:574] : INFO : Epoch 1934 | loss: 0.0311851 | val_loss: 0.0311966 | Time: 4002.6 ms
[2022-03-27 04:22:30 main:574] : INFO : Epoch 1935 | loss: 0.0311851 | val_loss: 0.0311964 | Time: 3977.92 ms
[2022-03-27 04:22:34 main:574] : INFO : Epoch 1936 | loss: 0.031187 | val_loss: 0.0311971 | Time: 4007.22 ms
[2022-03-27 04:22:38 main:574] : INFO : Epoch 1937 | loss: 0.0311857 | val_loss: 0.0311958 | Time: 3922.1 ms
[2022-03-27 04:22:42 main:574] : INFO : Epoch 1938 | loss: 0.0311838 | val_loss: 0.031197 | Time: 3943.08 ms
[2022-03-27 04:22:46 main:574] : INFO : Epoch 1939 | loss: 0.0311832 | val_loss: 0.031195 | Time: 4009.67 ms
[2022-03-27 04:22:50 main:574] : INFO : Epoch 1940 | loss: 0.0311823 | val_loss: 0.0311977 | Time: 3966.43 ms
[2022-03-27 04:22:54 main:574] : INFO : Epoch 1941 | loss: 0.031183 | val_loss: 0.0311973 | Time: 3982.31 ms
[2022-03-27 04:22:58 main:574] : INFO : Epoch 1942 | loss: 0.0311848 | val_loss: 0.0311988 | Time: 4081.81 ms
[2022-03-27 04:23:02 main:574] : INFO : Epoch 1943 | loss: 0.0311865 | val_loss: 0.0312008 | Time: 3961.87 ms
[2022-03-27 04:23:06 main:574] : INFO : Epoch 1944 | loss: 0.0311882 | val_loss: 0.0311943 | Time: 3964.55 ms
[2022-03-27 04:23:10 main:574] : INFO : Epoch 1945 | loss: 0.0311856 | val_loss: 0.0311952 | Time: 4066.29 ms
[2022-03-27 04:23:15 main:574] : INFO : Epoch 1946 | loss: 0.0311827 | val_loss: 0.0311943 | Time: 4310.19 ms
[2022-03-27 04:23:18 main:574] : INFO : Epoch 1947 | loss: 0.0311823 | val_loss: 0.0311971 | Time: 3391.77 ms
[2022-03-27 04:23:22 main:574] : INFO : Epoch 1948 | loss: 0.031184 | val_loss: 0.0311969 | Time: 4127.71 ms
[2022-03-27 04:23:26 main:574] : INFO : Epoch 1949 | loss: 0.0311823 | val_loss: 0.0311943 | Time: 3995.09 ms
[2022-03-27 04:23:30 main:574] : INFO : Epoch 1950 | loss: 0.0311797 | val_loss: 0.0311939 | Time: 4021.29 ms
[2022-03-27 04:23:34 main:574] : INFO : Epoch 1951 | loss: 0.0311791 | val_loss: 0.0311946 | Time: 3998.56 ms
[2022-03-27 04:23:39 main:574] : INFO : Epoch 1952 | loss: 0.0311797 | val_loss: 0.0311951 | Time: 4187.41 ms
[2022-03-27 04:23:43 main:574] : INFO : Epoch 1953 | loss: 0.0311799 | val_loss: 0.0311946 | Time: 4001.81 ms
[2022-03-27 04:23:47 main:574] : INFO : Epoch 1954 | loss: 0.0311799 | val_loss: 0.0311954 | Time: 3969.14 ms
[2022-03-27 04:23:51 main:574] : INFO : Epoch 1955 | loss: 0.0311813 | val_loss: 0.0312066 | Time: 4043.24 ms
[2022-03-27 04:23:55 main:574] : INFO : Epoch 1956 | loss: 0.0311819 | val_loss: 0.0311966 | Time: 4021.78 ms
[2022-03-27 04:23:59 main:574] : INFO : Epoch 1957 | loss: 0.0311792 | val_loss: 0.031194 | Time: 3985.33 ms
[2022-03-27 04:24:03 main:574] : INFO : Epoch 1958 | loss: 0.0311815 | val_loss: 0.0311994 | Time: 4021.44 ms
[2022-03-27 04:24:07 main:574] : INFO : Epoch 1959 | loss: 0.031181 | val_loss: 0.0311955 | Time: 3991.8 ms
[2022-03-27 04:24:11 main:574] : INFO : Epoch 1960 | loss: 0.0311771 | val_loss: 0.0311928 | Time: 3993.39 ms
[2022-03-27 04:24:15 main:574] : INFO : Epoch 1961 | loss: 0.0311768 | val_loss: 0.0311947 | Time: 4011.19 ms
[2022-03-27 04:24:19 main:574] : INFO : Epoch 1962 | loss: 0.0311766 | val_loss: 0.0311954 | Time: 4156.38 ms
[2022-03-27 04:24:23 main:574] : INFO : Epoch 1963 | loss: 0.0311753 | val_loss: 0.0311969 | Time: 4241.37 ms
[2022-03-27 04:24:27 main:574] : INFO : Epoch 1964 | loss: 0.031176 | val_loss: 0.0311958 | Time: 4324.74 ms
[2022-03-27 04:24:32 main:574] : INFO : Epoch 1965 | loss: 0.0311748 | val_loss: 0.0311948 | Time: 4038 ms
[2022-03-27 04:24:35 main:574] : INFO : Epoch 1966 | loss: 0.0311754 | val_loss: 0.0311938 | Time: 3550.33 ms
[2022-03-27 04:24:39 main:574] : INFO : Epoch 1967 | loss: 0.0311747 | val_loss: 0.0311963 | Time: 3950.07 ms
[2022-03-27 04:24:43 main:574] : INFO : Epoch 1968 | loss: 0.0311745 | val_loss: 0.0311954 | Time: 3992.61 ms
[2022-03-27 04:24:47 main:574] : INFO : Epoch 1969 | loss: 0.031177 | val_loss: 0.0311962 | Time: 3982.9 ms
[2022-03-27 04:24:51 main:574] : INFO : Epoch 1970 | loss: 0.0311748 | val_loss: 0.0311971 | Time: 3938.03 ms
[2022-03-27 04:24:55 main:574] : INFO : Epoch 1971 | loss: 0.0311753 | val_loss: 0.0311975 | Time: 4018.73 ms
[2022-03-27 04:24:59 main:574] : INFO : Epoch 1972 | loss: 0.0311775 | val_loss: 0.0311971 | Time: 3960.14 ms
[2022-03-27 04:25:03 main:574] : INFO : Epoch 1973 | loss: 0.0311768 | val_loss: 0.0311957 | Time: 3972.87 ms
[2022-03-27 04:25:07 main:574] : INFO : Epoch 1974 | loss: 0.0311742 | val_loss: 0.0311971 | Time: 3991.71 ms
[2022-03-27 04:25:11 main:574] : INFO : Epoch 1975 | loss: 0.031174 | val_loss: 0.0311974 | Time: 4013.27 ms
[2022-03-27 04:25:15 main:574] : INFO : Epoch 1976 | loss: 0.0311751 | val_loss: 0.0311956 | Time: 3985.99 ms
[2022-03-27 04:25:19 main:574] : INFO : Epoch 1977 | loss: 0.031176 | val_loss: 0.0311949 | Time: 4016.62 ms
[2022-03-27 04:25:23 main:574] : INFO : Epoch 1978 | loss: 0.0311723 | val_loss: 0.0311985 | Time: 4247.35 ms
[2022-03-27 04:25:27 main:574] : INFO : Epoch 1979 | loss: 0.0311753 | val_loss: 0.0311929 | Time: 4021.84 ms
[2022-03-27 04:25:31 main:574] : INFO : Epoch 1980 | loss: 0.0311723 | val_loss: 0.0311951 | Time: 4085.12 ms
[2022-03-27 04:25:35 main:574] : INFO : Epoch 1981 | loss: 0.0311721 | val_loss: 0.031193 | Time: 4060.33 ms
[2022-03-27 04:25:40 main:574] : INFO : Epoch 1982 | loss: 0.0311734 | val_loss: 0.0311957 | Time: 4004.49 ms
[2022-03-27 04:25:44 main:574] : INFO : Epoch 1983 | loss: 0.0311729 | val_loss: 0.0311992 | Time: 4068.26 ms
[2022-03-27 04:25:48 main:574] : INFO : Epoch 1984 | loss: 0.0311715 | val_loss: 0.0311961 | Time: 4040.19 ms
[2022-03-27 04:25:52 main:574] : INFO : Epoch 1985 | loss: 0.0311695 | val_loss: 0.0311948 | Time: 4057.2 ms
[2022-03-27 04:25:55 main:574] : INFO : Epoch 1986 | loss: 0.0311711 | val_loss: 0.0311899 | Time: 3667.09 ms
[2022-03-27 04:26:00 main:574] : INFO : Epoch 1987 | loss: 0.0311699 | val_loss: 0.0311925 | Time: 4327.9 ms
[2022-03-27 04:26:04 main:574] : INFO : Epoch 1988 | loss: 0.0311699 | val_loss: 0.0311934 | Time: 4076.73 ms
[2022-03-27 04:26:08 main:574] : INFO : Epoch 1989 | loss: 0.0311716 | val_loss: 0.0311908 | Time: 4039.6 ms
[2022-03-27 04:26:12 main:574] : INFO : Epoch 1990 | loss: 0.0311802 | val_loss: 0.0311929 | Time: 4012.66 ms
[2022-03-27 04:26:16 main:574] : INFO : Epoch 1991 | loss: 0.0311851 | val_loss: 0.0311899 | Time: 4015.5 ms
[2022-03-27 04:26:20 main:574] : INFO : Epoch 1992 | loss: 0.0311793 | val_loss: 0.0311889 | Time: 3942.04 ms
[2022-03-27 04:26:24 main:574] : INFO : Epoch 1993 | loss: 0.0311756 | val_loss: 0.0311946 | Time: 4008.02 ms
[2022-03-27 04:26:28 main:574] : INFO : Epoch 1994 | loss: 0.0311756 | val_loss: 0.0311896 | Time: 4049.45 ms
[2022-03-27 04:26:32 main:574] : INFO : Epoch 1995 | loss: 0.0311718 | val_loss: 0.031189 | Time: 4151.22 ms
[2022-03-27 04:26:36 main:574] : INFO : Epoch 1996 | loss: 0.0311728 | val_loss: 0.0311894 | Time: 4056.55 ms
[2022-03-27 04:26:40 main:574] : INFO : Epoch 1997 | loss: 0.0311721 | val_loss: 0.0311876 | Time: 4058.91 ms
[2022-03-27 04:26:44 main:574] : INFO : Epoch 1998 | loss: 0.0311715 | val_loss: 0.0311919 | Time: 4029.77 ms
[2022-03-27 04:26:48 main:574] : INFO : Epoch 1999 | loss: 0.0311721 | val_loss: 0.031193 | Time: 4023.63 ms
[2022-03-27 04:26:52 main:574] : INFO : Epoch 2000 | loss: 0.0311756 | val_loss: 0.0311905 | Time: 4068.64 ms
[2022-03-27 04:26:56 main:574] : INFO : Epoch 2001 | loss: 0.0311743 | val_loss: 0.0311961 | Time: 4049.26 ms
[2022-03-27 04:27:01 main:574] : INFO : Epoch 2002 | loss: 0.0311723 | val_loss: 0.0311897 | Time: 4070.7 ms
[2022-03-27 04:27:05 main:574] : INFO : Epoch 2003 | loss: 0.0311702 | val_loss: 0.031191 | Time: 4014.39 ms
[2022-03-27 04:27:09 main:574] : INFO : Epoch 2004 | loss: 0.0311699 | val_loss: 0.0311881 | Time: 4027.68 ms
[2022-03-27 04:27:12 main:574] : INFO : Epoch 2005 | loss: 0.0311692 | val_loss: 0.0311898 | Time: 3528.14 ms
[2022-03-27 04:27:16 main:574] : INFO : Epoch 2006 | loss: 0.0311675 | val_loss: 0.0311898 | Time: 3964.41 ms
[2022-03-27 04:27:20 main:574] : INFO : Epoch 2007 | loss: 0.0311695 | val_loss: 0.0311876 | Time: 4051.05 ms
[2022-03-27 04:27:24 main:574] : INFO : Epoch 2008 | loss: 0.0311713 | val_loss: 0.0311874 | Time: 4075.23 ms
[2022-03-27 04:27:28 main:574] : INFO : Epoch 2009 | loss: 0.0311732 | val_loss: 0.0311936 | Time: 4007.58 ms
[2022-03-27 04:27:32 main:574] : INFO : Epoch 2010 | loss: 0.0311732 | val_loss: 0.0311875 | Time: 4020.15 ms
[2022-03-27 04:27:36 main:574] : INFO : Epoch 2011 | loss: 0.0311727 | val_loss: 0.0311889 | Time: 4102.53 ms
[2022-03-27 04:27:40 main:574] : INFO : Epoch 2012 | loss: 0.031169 | val_loss: 0.0311881 | Time: 4053.92 ms
[2022-03-27 04:27:45 main:574] : INFO : Epoch 2013 | loss: 0.0311688 | val_loss: 0.03119 | Time: 4046.62 ms
[2022-03-27 04:27:49 main:574] : INFO : Epoch 2014 | loss: 0.0311711 | val_loss: 0.0311889 | Time: 4067.09 ms
[2022-03-27 04:27:53 main:574] : INFO : Epoch 2015 | loss: 0.0311664 | val_loss: 0.031188 | Time: 4043.33 ms
[2022-03-27 04:27:57 main:574] : INFO : Epoch 2016 | loss: 0.0311675 | val_loss: 0.0311925 | Time: 4020.15 ms
[2022-03-27 04:28:01 main:574] : INFO : Epoch 2017 | loss: 0.0311707 | val_loss: 0.0311904 | Time: 4038.55 ms
[2022-03-27 04:28:05 main:574] : INFO : Epoch 2018 | loss: 0.0311684 | val_loss: 0.0311909 | Time: 4141 ms
[2022-03-27 04:28:09 main:574] : INFO : Epoch 2019 | loss: 0.0311675 | val_loss: 0.0311894 | Time: 4104.28 ms
[2022-03-27 04:28:13 main:574] : INFO : Epoch 2020 | loss: 0.031165 | val_loss: 0.031192 | Time: 4111.7 ms
[2022-03-27 04:28:17 main:574] : INFO : Epoch 2021 | loss: 0.0311696 | val_loss: 0.031199 | Time: 4200.95 ms
[2022-03-27 04:28:21 main:574] : INFO : Epoch 2022 | loss: 0.0311718 | val_loss: 0.0311898 | Time: 4049.25 ms
[2022-03-27 04:28:25 main:574] : INFO : Epoch 2023 | loss: 0.0311707 | val_loss: 0.031191 | Time: 4013.68 ms
[2022-03-27 04:28:30 main:574] : INFO : Epoch 2024 | loss: 0.0311716 | val_loss: 0.0311901 | Time: 4153.64 ms
[2022-03-27 04:28:33 main:574] : INFO : Epoch 2025 | loss: 0.0311733 | val_loss: 0.031187 | Time: 3607.92 ms
[2022-03-27 04:28:37 main:574] : INFO : Epoch 2026 | loss: 0.0311693 | val_loss: 0.0311896 | Time: 4129.92 ms
[2022-03-27 04:28:41 main:574] : INFO : Epoch 2027 | loss: 0.0311668 | val_loss: 0.0311864 | Time: 4164.6 ms
[2022-03-27 04:28:46 main:574] : INFO : Epoch 2028 | loss: 0.0311683 | val_loss: 0.0311918 | Time: 4006.99 ms
[2022-03-27 04:28:50 main:574] : INFO : Epoch 2029 | loss: 0.0311669 | val_loss: 0.0311892 | Time: 3979.74 ms
[2022-03-27 04:28:53 main:574] : INFO : Epoch 2030 | loss: 0.0311654 | val_loss: 0.031192 | Time: 3973.75 ms
[2022-03-27 04:28:57 main:574] : INFO : Epoch 2031 | loss: 0.0311655 | val_loss: 0.0311858 | Time: 3929.62 ms
[2022-03-27 04:29:02 main:574] : INFO : Epoch 2032 | loss: 0.0311651 | val_loss: 0.0311888 | Time: 4075.43 ms
[2022-03-27 04:29:06 main:574] : INFO : Epoch 2033 | loss: 0.0311649 | val_loss: 0.0311926 | Time: 4269.43 ms
[2022-03-27 04:29:10 main:574] : INFO : Epoch 2034 | loss: 0.0311657 | val_loss: 0.0311901 | Time: 4001.73 ms
[2022-03-27 04:29:14 main:574] : INFO : Epoch 2035 | loss: 0.0311636 | val_loss: 0.0311878 | Time: 3934.53 ms
[2022-03-27 04:29:18 main:574] : INFO : Epoch 2036 | loss: 0.0311681 | val_loss: 0.0311933 | Time: 4005.88 ms
[2022-03-27 04:29:22 main:574] : INFO : Epoch 2037 | loss: 0.0311724 | val_loss: 0.0311932 | Time: 4038.73 ms
[2022-03-27 04:29:26 main:574] : INFO : Epoch 2038 | loss: 0.0311748 | val_loss: 0.0312051 | Time: 3988.08 ms
[2022-03-27 04:29:30 main:574] : INFO : Epoch 2039 | loss: 0.0311753 | val_loss: 0.0312048 | Time: 4005.53 ms
[2022-03-27 04:29:34 main:574] : INFO : Epoch 2040 | loss: 0.0312001 | val_loss: 0.0311914 | Time: 3978.33 ms
[2022-03-27 04:29:38 main:574] : INFO : Epoch 2041 | loss: 0.0311933 | val_loss: 0.0311867 | Time: 3986.52 ms
[2022-03-27 04:29:42 main:574] : INFO : Epoch 2042 | loss: 0.0311888 | val_loss: 0.0311847 | Time: 3971.68 ms
[2022-03-27 04:29:46 main:574] : INFO : Epoch 2043 | loss: 0.0311877 | val_loss: 0.0311888 | Time: 4381.95 ms
[2022-03-27 04:29:50 main:574] : INFO : Epoch 2044 | loss: 0.0311849 | val_loss: 0.0311817 | Time: 3423.75 ms
[2022-03-27 04:29:54 main:574] : INFO : Epoch 2045 | loss: 0.0311809 | val_loss: 0.0311806 | Time: 4273.17 ms
[2022-03-27 04:29:58 main:574] : INFO : Epoch 2046 | loss: 0.0311787 | val_loss: 0.0311809 | Time: 4024.92 ms
[2022-03-27 04:30:02 main:574] : INFO : Epoch 2047 | loss: 0.0311775 | val_loss: 0.0311845 | Time: 4038.32 ms
[2022-03-27 04:30:06 main:574] : INFO : Epoch 2048 | loss: 0.0311776 | val_loss: 0.0311805 | Time: 3958.59 ms
[2022-03-27 04:30:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311805
[2022-03-27 04:30:06 main:603] : INFO : Saving end state to config to file
[2022-03-27 04:30:06 main:608] : INFO : Success, exiting..
04:30:06 (25792): 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)