Task 10212807
| Name | ParityModified-1639948784-5856-0_1 |
| Workunit | 7379660 |
| Created | 26 Dec 2021, 18:25:49 UTC |
| Sent | 26 Dec 2021, 18:43:32 UTC |
| Report deadline | 3 Jan 2022, 18:43:32 UTC |
| Received | 27 Dec 2021, 0:06:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16383 |
| Run time | 57 min 24 sec |
| CPU time | 56 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,468.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.62 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: 0.0311225 | val_loss: 0.0311852 | Time: 1662.48 ms
[2021-12-27 00:14:55 main:574] : INFO : Epoch 1543 | loss: 0.0311126 | val_loss: 0.0311993 | Time: 1653.66 ms
[2021-12-27 00:14:56 main:574] : INFO : Epoch 1544 | loss: 0.0311087 | val_loss: 0.0311847 | Time: 1649.08 ms
[2021-12-27 00:14:58 main:574] : INFO : Epoch 1545 | loss: 0.0311108 | val_loss: 0.0311968 | Time: 1648.02 ms
[2021-12-27 00:14:59 main:574] : INFO : Epoch 1546 | loss: 0.0311085 | val_loss: 0.0311869 | Time: 1657.11 ms
[2021-12-27 00:15:01 main:574] : INFO : Epoch 1547 | loss: 0.0311097 | val_loss: 0.0311921 | Time: 1654.95 ms
[2021-12-27 00:15:03 main:574] : INFO : Epoch 1548 | loss: 0.0311093 | val_loss: 0.0311868 | Time: 1651.38 ms
[2021-12-27 00:15:04 main:574] : INFO : Epoch 1549 | loss: 0.0311067 | val_loss: 0.0311978 | Time: 1654.15 ms
[2021-12-27 00:15:06 main:574] : INFO : Epoch 1550 | loss: 0.0311082 | val_loss: 0.0311951 | Time: 1656.85 ms
[2021-12-27 00:15:08 main:574] : INFO : Epoch 1551 | loss: 0.0311096 | val_loss: 0.0311961 | Time: 1651.14 ms
[2021-12-27 00:15:09 main:574] : INFO : Epoch 1552 | loss: 0.0311113 | val_loss: 0.0312012 | Time: 1658.63 ms
[2021-12-27 00:15:11 main:574] : INFO : Epoch 1553 | loss: 0.031113 | val_loss: 0.0311919 | Time: 1653.3 ms
[2021-12-27 00:15:13 main:574] : INFO : Epoch 1554 | loss: 0.0311139 | val_loss: 0.0311888 | Time: 1648.94 ms
[2021-12-27 00:15:14 main:574] : INFO : Epoch 1555 | loss: 0.0311215 | val_loss: 0.0311994 | Time: 1648.69 ms
[2021-12-27 00:15:16 main:574] : INFO : Epoch 1556 | loss: 0.0311197 | val_loss: 0.0311895 | Time: 1645.58 ms
[2021-12-27 00:15:18 main:574] : INFO : Epoch 1557 | loss: 0.031113 | val_loss: 0.0311907 | Time: 1640.94 ms
[2021-12-27 00:15:19 main:574] : INFO : Epoch 1558 | loss: 0.0311131 | val_loss: 0.0311901 | Time: 1648.84 ms
[2021-12-27 00:15:21 main:574] : INFO : Epoch 1559 | loss: 0.0311095 | val_loss: 0.031194 | Time: 1662.26 ms
[2021-12-27 00:15:23 main:574] : INFO : Epoch 1560 | loss: 0.0311066 | val_loss: 0.031188 | Time: 1651.53 ms
[2021-12-27 00:15:24 main:574] : INFO : Epoch 1561 | loss: 0.0311067 | val_loss: 0.0311943 | Time: 1644.38 ms
[2021-12-27 00:15:26 main:574] : INFO : Epoch 1562 | loss: 0.031105 | val_loss: 0.031187 | Time: 1654.1 ms
[2021-12-27 00:15:28 main:574] : INFO : Epoch 1563 | loss: 0.0311079 | val_loss: 0.0311899 | Time: 1657.22 ms
[2021-12-27 00:15:29 main:574] : INFO : Epoch 1564 | loss: 0.0311132 | val_loss: 0.0311878 | Time: 1653.96 ms
[2021-12-27 00:15:31 main:574] : INFO : Epoch 1565 | loss: 0.0311253 | val_loss: 0.0311796 | Time: 1657.95 ms
[2021-12-27 00:15:33 main:574] : INFO : Epoch 1566 | loss: 0.0311149 | val_loss: 0.0311889 | Time: 1677.6 ms
[2021-12-27 00:15:34 main:574] : INFO : Epoch 1567 | loss: 0.0311131 | val_loss: 0.0311822 | Time: 1650.21 ms
[2021-12-27 00:15:36 main:574] : INFO : Epoch 1568 | loss: 0.0311122 | val_loss: 0.0311869 | Time: 1647.29 ms
[2021-12-27 00:15:38 main:574] : INFO : Epoch 1569 | loss: 0.0311097 | val_loss: 0.0311942 | Time: 1652.59 ms
[2021-12-27 00:15:39 main:574] : INFO : Epoch 1570 | loss: 0.0311111 | val_loss: 0.0311827 | Time: 1641.5 ms
[2021-12-27 00:15:41 main:574] : INFO : Epoch 1571 | loss: 0.031116 | val_loss: 0.0311892 | Time: 1655.08 ms
[2021-12-27 00:15:43 main:574] : INFO : Epoch 1572 | loss: 0.0311128 | val_loss: 0.0311803 | Time: 1660.89 ms
[2021-12-27 00:15:44 main:574] : INFO : Epoch 1573 | loss: 0.0311099 | val_loss: 0.0311907 | Time: 1655.06 ms
[2021-12-27 00:15:46 main:574] : INFO : Epoch 1574 | loss: 0.0311074 | val_loss: 0.0311842 | Time: 1649.41 ms
[2021-12-27 00:15:48 main:574] : INFO : Epoch 1575 | loss: 0.0311075 | val_loss: 0.0311928 | Time: 1657.31 ms
[2021-12-27 00:15:49 main:574] : INFO : Epoch 1576 | loss: 0.0311097 | val_loss: 0.0311888 | Time: 1655.76 ms
[2021-12-27 00:15:51 main:574] : INFO : Epoch 1577 | loss: 0.0311148 | val_loss: 0.0311837 | Time: 1666.67 ms
[2021-12-27 00:15:52 main:574] : INFO : Epoch 1578 | loss: 0.0311159 | val_loss: 0.0311949 | Time: 1655.98 ms
[2021-12-27 00:15:54 main:574] : INFO : Epoch 1579 | loss: 0.0311235 | val_loss: 0.031183 | Time: 1659.63 ms
[2021-12-27 00:15:56 main:574] : INFO : Epoch 1580 | loss: 0.0311159 | val_loss: 0.0311869 | Time: 1648.62 ms
[2021-12-27 00:15:57 main:574] : INFO : Epoch 1581 | loss: 0.0311111 | val_loss: 0.0311966 | Time: 1645.8 ms
[2021-12-27 00:15:59 main:574] : INFO : Epoch 1582 | loss: 0.0311075 | val_loss: 0.0311962 | Time: 1649.41 ms
[2021-12-27 00:16:01 main:574] : INFO : Epoch 1583 | loss: 0.0311118 | val_loss: 0.0311889 | Time: 1651.73 ms
[2021-12-27 00:16:02 main:574] : INFO : Epoch 1584 | loss: 0.0311087 | val_loss: 0.0311851 | Time: 1651.74 ms
[2021-12-27 00:16:04 main:574] : INFO : Epoch 1585 | loss: 0.0311073 | val_loss: 0.0312002 | Time: 1653.58 ms
[2021-12-27 00:16:06 main:574] : INFO : Epoch 1586 | loss: 0.0311141 | val_loss: 0.0311846 | Time: 1648.41 ms
[2021-12-27 00:16:07 main:574] : INFO : Epoch 1587 | loss: 0.0311104 | val_loss: 0.0311904 | Time: 1641.41 ms
[2021-12-27 00:16:09 main:574] : INFO : Epoch 1588 | loss: 0.0311069 | val_loss: 0.0311951 | Time: 1648.29 ms
[2021-12-27 00:16:11 main:574] : INFO : Epoch 1589 | loss: 0.0311032 | val_loss: 0.0311879 | Time: 1656.33 ms
[2021-12-27 00:16:12 main:574] : INFO : Epoch 1590 | loss: 0.0311053 | val_loss: 0.0312 | Time: 1657.09 ms
[2021-12-27 00:16:14 main:574] : INFO : Epoch 1591 | loss: 0.0311092 | val_loss: 0.0311901 | Time: 1650.89 ms
[2021-12-27 00:16:16 main:574] : INFO : Epoch 1592 | loss: 0.0311067 | val_loss: 0.0311925 | Time: 1664.06 ms
[2021-12-27 00:16:17 main:574] : INFO : Epoch 1593 | loss: 0.0311051 | val_loss: 0.0311907 | Time: 1651.47 ms
[2021-12-27 00:16:19 main:574] : INFO : Epoch 1594 | loss: 0.031104 | val_loss: 0.0311937 | Time: 1656.44 ms
[2021-12-27 00:16:21 main:574] : INFO : Epoch 1595 | loss: 0.0311036 | val_loss: 0.0311951 | Time: 1653.69 ms
[2021-12-27 00:16:22 main:574] : INFO : Epoch 1596 | loss: 0.0311019 | val_loss: 0.0311912 | Time: 1650.37 ms
[2021-12-27 00:16:24 main:574] : INFO : Epoch 1597 | loss: 0.0311034 | val_loss: 0.0311994 | Time: 1654.96 ms
[2021-12-27 00:16:26 main:574] : INFO : Epoch 1598 | loss: 0.0311041 | val_loss: 0.0312211 | Time: 1651.01 ms
[2021-12-27 00:16:27 main:574] : INFO : Epoch 1599 | loss: 0.0311186 | val_loss: 0.0311987 | Time: 1636.81 ms
[2021-12-27 00:16:29 main:574] : INFO : Epoch 1600 | loss: 0.0311144 | val_loss: 0.0312089 | Time: 1643.82 ms
[2021-12-27 00:16:31 main:574] : INFO : Epoch 1601 | loss: 0.0311139 | val_loss: 0.0311906 | Time: 1649.42 ms
[2021-12-27 00:16:32 main:574] : INFO : Epoch 1602 | loss: 0.0311179 | val_loss: 0.0311847 | Time: 1658.09 ms
[2021-12-27 00:16:34 main:574] : INFO : Epoch 1603 | loss: 0.0311219 | val_loss: 0.0311877 | Time: 1657.23 ms
[2021-12-27 00:16:36 main:574] : INFO : Epoch 1604 | loss: 0.0311171 | val_loss: 0.0312156 | Time: 1661.27 ms
[2021-12-27 00:16:37 main:574] : INFO : Epoch 1605 | loss: 0.0311546 | val_loss: 0.0312561 | Time: 1663.18 ms
[2021-12-27 00:16:39 main:574] : INFO : Epoch 1606 | loss: 0.0311415 | val_loss: 0.0312003 | Time: 1662.41 ms
[2021-12-27 00:16:41 main:574] : INFO : Epoch 1607 | loss: 0.0311213 | val_loss: 0.0311911 | Time: 1686.59 ms
[2021-12-27 00:16:42 main:574] : INFO : Epoch 1608 | loss: 0.0311094 | val_loss: 0.0312017 | Time: 1674.92 ms
[2021-12-27 00:16:44 main:574] : INFO : Epoch 1609 | loss: 0.0311054 | val_loss: 0.0311998 | Time: 1656.95 ms
[2021-12-27 00:16:46 main:574] : INFO : Epoch 1610 | loss: 0.0311058 | val_loss: 0.0311886 | Time: 1641.38 ms
[2021-12-27 00:16:47 main:574] : INFO : Epoch 1611 | loss: 0.0311094 | val_loss: 0.0311988 | Time: 1647.53 ms
[2021-12-27 00:16:49 main:574] : INFO : Epoch 1612 | loss: 0.0311021 | val_loss: 0.0311958 | Time: 1651.96 ms
[2021-12-27 00:16:50 main:574] : INFO : Epoch 1613 | loss: 0.0311054 | val_loss: 0.0311996 | Time: 1650.06 ms
[2021-12-27 00:16:52 main:574] : INFO : Epoch 1614 | loss: 0.031104 | val_loss: 0.0311934 | Time: 1652.71 ms
[2021-12-27 00:16:54 main:574] : INFO : Epoch 1615 | loss: 0.031103 | val_loss: 0.0312013 | Time: 1647.71 ms
[2021-12-27 00:16:55 main:574] : INFO : Epoch 1616 | loss: 0.0311057 | val_loss: 0.0311989 | Time: 1656.92 ms
[2021-12-27 00:16:57 main:574] : INFO : Epoch 1617 | loss: 0.0311083 | val_loss: 0.0311855 | Time: 1654.66 ms
[2021-12-27 00:16:59 main:574] : INFO : Epoch 1618 | loss: 0.0311077 | val_loss: 0.0311991 | Time: 1654.96 ms
[2021-12-27 00:17:00 main:574] : INFO : Epoch 1619 | loss: 0.0311047 | val_loss: 0.0311973 | Time: 1658.11 ms
[2021-12-27 00:17:02 main:574] : INFO : Epoch 1620 | loss: 0.0311057 | val_loss: 0.0311876 | Time: 1650.91 ms
[2021-12-27 00:17:04 main:574] : INFO : Epoch 1621 | loss: 0.0311047 | val_loss: 0.0312042 | Time: 1638.38 ms
[2021-12-27 00:17:05 main:574] : INFO : Epoch 1622 | loss: 0.0311128 | val_loss: 0.0311915 | Time: 1641 ms
[2021-12-27 00:17:07 main:574] : INFO : Epoch 1623 | loss: 0.031122 | val_loss: 0.0311848 | Time: 1654.07 ms
[2021-12-27 00:17:09 main:574] : INFO : Epoch 1624 | loss: 0.0311237 | val_loss: 0.031187 | Time: 1656.82 ms
[2021-12-27 00:17:10 main:574] : INFO : Epoch 1625 | loss: 0.0311196 | val_loss: 0.0311787 | Time: 1658.79 ms
[2021-12-27 00:17:12 main:574] : INFO : Epoch 1626 | loss: 0.0311227 | val_loss: 0.0311902 | Time: 1655.48 ms
[2021-12-27 00:17:14 main:574] : INFO : Epoch 1627 | loss: 0.0311131 | val_loss: 0.0311854 | Time: 1651.75 ms
[2021-12-27 00:17:15 main:574] : INFO : Epoch 1628 | loss: 0.0311091 | val_loss: 0.0311954 | Time: 1649.31 ms
[2021-12-27 00:17:17 main:574] : INFO : Epoch 1629 | loss: 0.0311104 | val_loss: 0.0311894 | Time: 1648.7 ms
[2021-12-27 00:17:19 main:574] : INFO : Epoch 1630 | loss: 0.0311104 | val_loss: 0.0311871 | Time: 1656.25 ms
[2021-12-27 00:17:20 main:574] : INFO : Epoch 1631 | loss: 0.0311133 | val_loss: 0.0311894 | Time: 1657.66 ms
[2021-12-27 00:17:22 main:574] : INFO : Epoch 1632 | loss: 0.0311189 | val_loss: 0.0311938 | Time: 1668.48 ms
[2021-12-27 00:17:24 main:574] : INFO : Epoch 1633 | loss: 0.0311121 | val_loss: 0.0311907 | Time: 1665.06 ms
[2021-12-27 00:17:25 main:574] : INFO : Epoch 1634 | loss: 0.0311134 | val_loss: 0.0311897 | Time: 1647.22 ms
[2021-12-27 00:17:27 main:574] : INFO : Epoch 1635 | loss: 0.0311132 | val_loss: 0.0311858 | Time: 1654.94 ms
[2021-12-27 00:17:29 main:574] : INFO : Epoch 1636 | loss: 0.0311137 | val_loss: 0.031191 | Time: 1651.88 ms
[2021-12-27 00:17:30 main:574] : INFO : Epoch 1637 | loss: 0.0311074 | val_loss: 0.0311875 | Time: 1646.38 ms
[2021-12-27 00:17:32 main:574] : INFO : Epoch 1638 | loss: 0.0311085 | val_loss: 0.0311932 | Time: 1645.16 ms
[2021-12-27 00:17:34 main:574] : INFO : Epoch 1639 | loss: 0.0311083 | val_loss: 0.0311995 | Time: 1650.63 ms
[2021-12-27 00:17:35 main:574] : INFO : Epoch 1640 | loss: 0.0311051 | val_loss: 0.0311932 | Time: 1646.32 ms
[2021-12-27 00:17:37 main:574] : INFO : Epoch 1641 | loss: 0.0311045 | val_loss: 0.0311921 | Time: 1644.23 ms
[2021-12-27 00:17:38 main:574] : INFO : Epoch 1642 | loss: 0.0311023 | val_loss: 0.0312011 | Time: 1653.7 ms
[2021-12-27 00:17:40 main:574] : INFO : Epoch 1643 | loss: 0.0311033 | val_loss: 0.0312002 | Time: 1660.87 ms
[2021-12-27 00:17:42 main:574] : INFO : Epoch 1644 | loss: 0.0311001 | val_loss: 0.0312041 | Time: 1662.37 ms
[2021-12-27 00:17:43 main:574] : INFO : Epoch 1645 | loss: 0.0311023 | val_loss: 0.0311858 | Time: 1652.35 ms
[2021-12-27 00:17:45 main:574] : INFO : Epoch 1646 | loss: 0.0311119 | val_loss: 0.0311951 | Time: 1656.08 ms
[2021-12-27 00:17:47 main:574] : INFO : Epoch 1647 | loss: 0.031113 | val_loss: 0.03121 | Time: 1658.96 ms
[2021-12-27 00:17:48 main:574] : INFO : Epoch 1648 | loss: 0.0311087 | val_loss: 0.0311991 | Time: 1652.99 ms
[2021-12-27 00:17:50 main:574] : INFO : Epoch 1649 | loss: 0.0311035 | val_loss: 0.0311956 | Time: 1649.77 ms
[2021-12-27 00:17:52 main:574] : INFO : Epoch 1650 | loss: 0.0311017 | val_loss: 0.0311942 | Time: 1654 ms
[2021-12-27 00:17:53 main:574] : INFO : Epoch 1651 | loss: 0.0311022 | val_loss: 0.0311929 | Time: 1656.21 ms
[2021-12-27 00:17:55 main:574] : INFO : Epoch 1652 | loss: 0.0311037 | val_loss: 0.0311942 | Time: 1654.3 ms
[2021-12-27 00:17:57 main:574] : INFO : Epoch 1653 | loss: 0.0311062 | val_loss: 0.0312011 | Time: 1647.15 ms
[2021-12-27 00:17:58 main:574] : INFO : Epoch 1654 | loss: 0.0311089 | val_loss: 0.0312022 | Time: 1651.92 ms
[2021-12-27 00:18:00 main:574] : INFO : Epoch 1655 | loss: 0.0311095 | val_loss: 0.0311867 | Time: 1659.44 ms
[2021-12-27 00:18:02 main:574] : INFO : Epoch 1656 | loss: 0.0311054 | val_loss: 0.031195 | Time: 1657.37 ms
[2021-12-27 00:18:03 main:574] : INFO : Epoch 1657 | loss: 0.0311061 | val_loss: 0.0311962 | Time: 1657.36 ms
[2021-12-27 00:18:05 main:574] : INFO : Epoch 1658 | loss: 0.0311058 | val_loss: 0.0311916 | Time: 1653.56 ms
[2021-12-27 00:18:07 main:574] : INFO : Epoch 1659 | loss: 0.031103 | val_loss: 0.0311977 | Time: 1650.68 ms
[2021-12-27 00:18:08 main:574] : INFO : Epoch 1660 | loss: 0.0311014 | val_loss: 0.031198 | Time: 1651.06 ms
[2021-12-27 00:18:10 main:574] : INFO : Epoch 1661 | loss: 0.0311046 | val_loss: 0.0311991 | Time: 1654.35 ms
[2021-12-27 00:18:12 main:574] : INFO : Epoch 1662 | loss: 0.0311036 | val_loss: 0.0312038 | Time: 1648.15 ms
[2021-12-27 00:18:13 main:574] : INFO : Epoch 1663 | loss: 0.0311049 | val_loss: 0.0311869 | Time: 1646.85 ms
[2021-12-27 00:18:15 main:574] : INFO : Epoch 1664 | loss: 0.0311096 | val_loss: 0.0311882 | Time: 1648.3 ms
[2021-12-27 00:18:17 main:574] : INFO : Epoch 1665 | loss: 0.0311102 | val_loss: 0.0311972 | Time: 1649.25 ms
[2021-12-27 00:18:18 main:574] : INFO : Epoch 1666 | loss: 0.0311129 | val_loss: 0.0311848 | Time: 1646.15 ms
[2021-12-27 00:18:20 main:574] : INFO : Epoch 1667 | loss: 0.0311067 | val_loss: 0.0312082 | Time: 1653.39 ms
[2021-12-27 00:18:22 main:574] : INFO : Epoch 1668 | loss: 0.0311056 | val_loss: 0.0311989 | Time: 1646.18 ms
[2021-12-27 00:18:23 main:574] : INFO : Epoch 1669 | loss: 0.0311019 | val_loss: 0.031188 | Time: 1665.75 ms
[2021-12-27 00:18:25 main:574] : INFO : Epoch 1670 | loss: 0.0310996 | val_loss: 0.031201 | Time: 1647.36 ms
[2021-12-27 00:18:27 main:574] : INFO : Epoch 1671 | loss: 0.0310982 | val_loss: 0.0311953 | Time: 1655.57 ms
[2021-12-27 00:18:28 main:574] : INFO : Epoch 1672 | loss: 0.0311021 | val_loss: 0.0311957 | Time: 1653.75 ms
[2021-12-27 00:18:30 main:574] : INFO : Epoch 1673 | loss: 0.0311062 | val_loss: 0.0312027 | Time: 1661.53 ms
[2021-12-27 00:18:32 main:574] : INFO : Epoch 1674 | loss: 0.031109 | val_loss: 0.0312013 | Time: 1652.8 ms
[2021-12-27 00:18:33 main:574] : INFO : Epoch 1675 | loss: 0.0311131 | val_loss: 0.0311895 | Time: 1654.98 ms
[2021-12-27 00:18:35 main:574] : INFO : Epoch 1676 | loss: 0.0311161 | val_loss: 0.0311898 | Time: 1649.46 ms
[2021-12-27 00:18:36 main:574] : INFO : Epoch 1677 | loss: 0.0311049 | val_loss: 0.0311963 | Time: 1661.24 ms
[2021-12-27 00:18:38 main:574] : INFO : Epoch 1678 | loss: 0.0311008 | val_loss: 0.0312025 | Time: 1668.71 ms
[2021-12-27 00:18:40 main:574] : INFO : Epoch 1679 | loss: 0.031102 | val_loss: 0.0311925 | Time: 1699.47 ms
[2021-12-27 00:18:42 main:574] : INFO : Epoch 1680 | loss: 0.0311137 | val_loss: 0.0311895 | Time: 1694.44 ms
[2021-12-27 00:18:43 main:574] : INFO : Epoch 1681 | loss: 0.031109 | val_loss: 0.0311977 | Time: 1694.82 ms
[2021-12-27 00:18:45 main:574] : INFO : Epoch 1682 | loss: 0.0311053 | val_loss: 0.0311944 | Time: 1650.76 ms
[2021-12-27 00:18:47 main:574] : INFO : Epoch 1683 | loss: 0.0311024 | val_loss: 0.0312013 | Time: 1650.19 ms
[2021-12-27 00:18:48 main:574] : INFO : Epoch 1684 | loss: 0.0311005 | val_loss: 0.031195 | Time: 1659.57 ms
[2021-12-27 00:18:50 main:574] : INFO : Epoch 1685 | loss: 0.0311056 | val_loss: 0.0311881 | Time: 1643.51 ms
[2021-12-27 00:18:52 main:574] : INFO : Epoch 1686 | loss: 0.0311082 | val_loss: 0.0311965 | Time: 1652 ms
[2021-12-27 00:18:53 main:574] : INFO : Epoch 1687 | loss: 0.0311021 | val_loss: 0.0311908 | Time: 1654.18 ms
[2021-12-27 00:18:55 main:574] : INFO : Epoch 1688 | loss: 0.031099 | val_loss: 0.0312072 | Time: 1657.67 ms
[2021-12-27 00:18:56 main:574] : INFO : Epoch 1689 | loss: 0.0311047 | val_loss: 0.0311917 | Time: 1652.39 ms
[2021-12-27 00:18:58 main:574] : INFO : Epoch 1690 | loss: 0.0311138 | val_loss: 0.0311899 | Time: 1652.15 ms
[2021-12-27 00:19:00 main:574] : INFO : Epoch 1691 | loss: 0.0311053 | val_loss: 0.0312046 | Time: 1660.54 ms
[2021-12-27 00:19:01 main:574] : INFO : Epoch 1692 | loss: 0.0311048 | val_loss: 0.0311962 | Time: 1651.27 ms
[2021-12-27 00:19:03 main:574] : INFO : Epoch 1693 | loss: 0.0311019 | val_loss: 0.0311991 | Time: 1650.96 ms
[2021-12-27 00:19:05 main:574] : INFO : Epoch 1694 | loss: 0.0311041 | val_loss: 0.0311954 | Time: 1651.59 ms
[2021-12-27 00:19:06 main:574] : INFO : Epoch 1695 | loss: 0.0311007 | val_loss: 0.0311971 | Time: 1649.94 ms
[2021-12-27 00:19:08 main:574] : INFO : Epoch 1696 | loss: 0.0310974 | val_loss: 0.0312042 | Time: 1653.58 ms
[2021-12-27 00:19:10 main:574] : INFO : Epoch 1697 | loss: 0.0311068 | val_loss: 0.0311938 | Time: 1641.25 ms
[2021-12-27 00:19:11 main:574] : INFO : Epoch 1698 | loss: 0.0311067 | val_loss: 0.0311898 | Time: 1659.34 ms
[2021-12-27 00:19:13 main:574] : INFO : Epoch 1699 | loss: 0.0311079 | val_loss: 0.0311889 | Time: 1708.32 ms
[2021-12-27 00:19:15 main:574] : INFO : Epoch 1700 | loss: 0.0311029 | val_loss: 0.0311942 | Time: 1701.11 ms
[2021-12-27 00:19:17 main:574] : INFO : Epoch 1701 | loss: 0.0311045 | val_loss: 0.0312015 | Time: 1702.6 ms
[2021-12-27 00:19:18 main:574] : INFO : Epoch 1702 | loss: 0.0311045 | val_loss: 0.0312095 | Time: 1695.87 ms
[2021-12-27 00:19:20 main:574] : INFO : Epoch 1703 | loss: 0.0311033 | val_loss: 0.0311969 | Time: 1698.39 ms
[2021-12-27 00:19:22 main:574] : INFO : Epoch 1704 | loss: 0.0311065 | val_loss: 0.0312071 | Time: 1662.94 ms
[2021-12-27 00:19:23 main:574] : INFO : Epoch 1705 | loss: 0.0311138 | val_loss: 0.0311943 | Time: 1662.07 ms
[2021-12-27 00:19:25 main:574] : INFO : Epoch 1706 | loss: 0.0311231 | val_loss: 0.0311881 | Time: 1702.67 ms
[2021-12-27 00:19:27 main:574] : INFO : Epoch 1707 | loss: 0.0311148 | val_loss: 0.0311971 | Time: 1674.17 ms
[2021-12-27 00:19:28 main:574] : INFO : Epoch 1708 | loss: 0.031104 | val_loss: 0.0311943 | Time: 1655.52 ms
[2021-12-27 00:19:30 main:574] : INFO : Epoch 1709 | loss: 0.0311019 | val_loss: 0.0311974 | Time: 1658.23 ms
[2021-12-27 00:19:32 main:574] : INFO : Epoch 1710 | loss: 0.0311004 | val_loss: 0.0311985 | Time: 1653.25 ms
[2021-12-27 00:19:33 main:574] : INFO : Epoch 1711 | loss: 0.0311036 | val_loss: 0.0312005 | Time: 1646.56 ms
[2021-12-27 00:19:35 main:574] : INFO : Epoch 1712 | loss: 0.0311036 | val_loss: 0.0312116 | Time: 1649.39 ms
[2021-12-27 00:19:37 main:574] : INFO : Epoch 1713 | loss: 0.0311035 | val_loss: 0.0311914 | Time: 1666.22 ms
[2021-12-27 00:19:38 main:574] : INFO : Epoch 1714 | loss: 0.0311027 | val_loss: 0.0312074 | Time: 1651.15 ms
[2021-12-27 00:19:40 main:574] : INFO : Epoch 1715 | loss: 0.0311086 | val_loss: 0.0311956 | Time: 1640.59 ms
[2021-12-27 00:19:42 main:574] : INFO : Epoch 1716 | loss: 0.0311114 | val_loss: 0.0311973 | Time: 1644.33 ms
[2021-12-27 00:19:43 main:574] : INFO : Epoch 1717 | loss: 0.0311032 | val_loss: 0.0311842 | Time: 1645.59 ms
[2021-12-27 00:19:45 main:574] : INFO : Epoch 1718 | loss: 0.0311019 | val_loss: 0.0311995 | Time: 1647.24 ms
[2021-12-27 00:19:46 main:574] : INFO : Epoch 1719 | loss: 0.0311049 | val_loss: 0.031203 | Time: 1648.71 ms
[2021-12-27 00:19:48 main:574] : INFO : Epoch 1720 | loss: 0.0311022 | val_loss: 0.0312002 | Time: 1648.07 ms
[2021-12-27 00:19:50 main:574] : INFO : Epoch 1721 | loss: 0.0310994 | val_loss: 0.0312013 | Time: 1643.37 ms
[2021-12-27 00:19:51 main:574] : INFO : Epoch 1722 | loss: 0.0310995 | val_loss: 0.0312051 | Time: 1645.44 ms
[2021-12-27 00:19:53 main:574] : INFO : Epoch 1723 | loss: 0.0311017 | val_loss: 0.0312012 | Time: 1645.96 ms
[2021-12-27 00:19:55 main:574] : INFO : Epoch 1724 | loss: 0.0311014 | val_loss: 0.0311959 | Time: 1646.07 ms
[2021-12-27 00:19:56 main:574] : INFO : Epoch 1725 | loss: 0.0310957 | val_loss: 0.0312069 | Time: 1658.69 ms
[2021-12-27 00:19:58 main:574] : INFO : Epoch 1726 | loss: 0.0311005 | val_loss: 0.0311965 | Time: 1662.67 ms
[2021-12-27 00:20:00 main:574] : INFO : Epoch 1727 | loss: 0.0310999 | val_loss: 0.0311985 | Time: 1680.97 ms
[2021-12-27 00:20:01 main:574] : INFO : Epoch 1728 | loss: 0.0310972 | val_loss: 0.031208 | Time: 1647.77 ms
[2021-12-27 00:20:03 main:574] : INFO : Epoch 1729 | loss: 0.0311063 | val_loss: 0.0312111 | Time: 1657.71 ms
[2021-12-27 00:20:05 main:574] : INFO : Epoch 1730 | loss: 0.0311025 | val_loss: 0.0312001 | Time: 1664.01 ms
[2021-12-27 00:20:06 main:574] : INFO : Epoch 1731 | loss: 0.0311007 | val_loss: 0.0312082 | Time: 1662.59 ms
[2021-12-27 00:20:08 main:574] : INFO : Epoch 1732 | loss: 0.0310955 | val_loss: 0.0311974 | Time: 1662.58 ms
[2021-12-27 00:20:10 main:574] : INFO : Epoch 1733 | loss: 0.0310946 | val_loss: 0.0312199 | Time: 1662.56 ms
[2021-12-27 00:20:11 main:574] : INFO : Epoch 1734 | loss: 0.0310958 | val_loss: 0.0311972 | Time: 1650.35 ms
[2021-12-27 00:20:13 main:574] : INFO : Epoch 1735 | loss: 0.031095 | val_loss: 0.0311984 | Time: 1659.43 ms
[2021-12-27 00:20:15 main:574] : INFO : Epoch 1736 | loss: 0.031095 | val_loss: 0.031211 | Time: 1651.23 ms
[2021-12-27 00:20:16 main:574] : INFO : Epoch 1737 | loss: 0.0311036 | val_loss: 0.0311899 | Time: 1645.78 ms
[2021-12-27 00:20:18 main:574] : INFO : Epoch 1738 | loss: 0.031114 | val_loss: 0.0311971 | Time: 1658.72 ms
[2021-12-27 00:20:20 main:574] : INFO : Epoch 1739 | loss: 0.0311077 | val_loss: 0.031186 | Time: 1644.82 ms
[2021-12-27 00:20:21 main:574] : INFO : Epoch 1740 | loss: 0.0311022 | val_loss: 0.0311923 | Time: 1643.98 ms
[2021-12-27 00:20:23 main:574] : INFO : Epoch 1741 | loss: 0.0310979 | val_loss: 0.0312035 | Time: 1661.85 ms
[2021-12-27 00:20:25 main:574] : INFO : Epoch 1742 | loss: 0.0310994 | val_loss: 0.0311963 | Time: 1728.3 ms
[2021-12-27 00:20:26 main:574] : INFO : Epoch 1743 | loss: 0.0310993 | val_loss: 0.0312168 | Time: 1683.12 ms
[2021-12-27 00:20:28 main:574] : INFO : Epoch 1744 | loss: 0.0310997 | val_loss: 0.0312012 | Time: 1706.59 ms
[2021-12-27 00:20:30 main:574] : INFO : Epoch 1745 | loss: 0.0310983 | val_loss: 0.0311962 | Time: 1650.01 ms
[2021-12-27 00:20:31 main:574] : INFO : Epoch 1746 | loss: 0.0310958 | val_loss: 0.0311877 | Time: 1641.37 ms
[2021-12-27 00:20:33 main:574] : INFO : Epoch 1747 | loss: 0.0310974 | val_loss: 0.031248 | Time: 1637.37 ms
[2021-12-27 00:20:35 main:574] : INFO : Epoch 1748 | loss: 0.0310981 | val_loss: 0.031187 | Time: 1693.85 ms
[2021-12-27 00:20:36 main:574] : INFO : Epoch 1749 | loss: 0.0311062 | val_loss: 0.0311954 | Time: 1734.41 ms
[2021-12-27 00:20:38 main:574] : INFO : Epoch 1750 | loss: 0.0311028 | val_loss: 0.0312032 | Time: 1711.37 ms
[2021-12-27 00:20:40 main:574] : INFO : Epoch 1751 | loss: 0.0310959 | val_loss: 0.0312011 | Time: 1708.14 ms
[2021-12-27 00:20:42 main:574] : INFO : Epoch 1752 | loss: 0.0310942 | val_loss: 0.0312066 | Time: 1716.72 ms
[2021-12-27 00:20:43 main:574] : INFO : Epoch 1753 | loss: 0.0310926 | val_loss: 0.0312056 | Time: 1715.47 ms
[2021-12-27 00:20:45 main:574] : INFO : Epoch 1754 | loss: 0.0311006 | val_loss: 0.0311985 | Time: 1660.33 ms
[2021-12-27 00:20:47 main:574] : INFO : Epoch 1755 | loss: 0.0310985 | val_loss: 0.0312089 | Time: 1653.38 ms
[2021-12-27 00:20:48 main:574] : INFO : Epoch 1756 | loss: 0.0310947 | val_loss: 0.0312078 | Time: 1677.09 ms
[2021-12-27 00:20:50 main:574] : INFO : Epoch 1757 | loss: 0.0311012 | val_loss: 0.031207 | Time: 1625.54 ms
[2021-12-27 00:20:52 main:574] : INFO : Epoch 1758 | loss: 0.0310983 | val_loss: 0.0312049 | Time: 1651.68 ms
[2021-12-27 00:20:53 main:574] : INFO : Epoch 1759 | loss: 0.0310991 | val_loss: 0.0311985 | Time: 1717.72 ms
[2021-12-27 00:20:55 main:574] : INFO : Epoch 1760 | loss: 0.0310995 | val_loss: 0.0312052 | Time: 1690.61 ms
[2021-12-27 00:20:57 main:574] : INFO : Epoch 1761 | loss: 0.0311006 | val_loss: 0.0312109 | Time: 1612.11 ms
[2021-12-27 00:20:58 main:574] : INFO : Epoch 1762 | loss: 0.0311007 | val_loss: 0.0311926 | Time: 1599.59 ms
[2021-12-27 00:21:00 main:574] : INFO : Epoch 1763 | loss: 0.0311073 | val_loss: 0.0311942 | Time: 1615.21 ms
[2021-12-27 00:21:01 main:574] : INFO : Epoch 1764 | loss: 0.031108 | val_loss: 0.0311983 | Time: 1634.11 ms
[2021-12-27 00:21:03 main:574] : INFO : Epoch 1765 | loss: 0.0311015 | val_loss: 0.031206 | Time: 1619.86 ms
[2021-12-27 00:21:05 main:574] : INFO : Epoch 1766 | loss: 0.0311058 | val_loss: 0.031207 | Time: 1628.71 ms
[2021-12-27 00:21:06 main:574] : INFO : Epoch 1767 | loss: 0.0311061 | val_loss: 0.0311943 | Time: 1628.41 ms
[2021-12-27 00:21:08 main:574] : INFO : Epoch 1768 | loss: 0.0311005 | val_loss: 0.0312101 | Time: 1613.18 ms
[2021-12-27 00:21:10 main:574] : INFO : Epoch 1769 | loss: 0.0311023 | val_loss: 0.0312036 | Time: 1614.22 ms
[2021-12-27 00:21:11 main:574] : INFO : Epoch 1770 | loss: 0.0310985 | val_loss: 0.0312065 | Time: 1622.75 ms
[2021-12-27 00:21:13 main:574] : INFO : Epoch 1771 | loss: 0.0310979 | val_loss: 0.0311961 | Time: 1612.78 ms
[2021-12-27 00:21:14 main:574] : INFO : Epoch 1772 | loss: 0.0311017 | val_loss: 0.031205 | Time: 1613.31 ms
[2021-12-27 00:21:16 main:574] : INFO : Epoch 1773 | loss: 0.0311 | val_loss: 0.0312118 | Time: 1614.45 ms
[2021-12-27 00:21:18 main:574] : INFO : Epoch 1774 | loss: 0.0310956 | val_loss: 0.0312111 | Time: 1612.87 ms
[2021-12-27 00:21:19 main:574] : INFO : Epoch 1775 | loss: 0.031094 | val_loss: 0.0312035 | Time: 1620.33 ms
[2021-12-27 00:21:21 main:574] : INFO : Epoch 1776 | loss: 0.031092 | val_loss: 0.031211 | Time: 1619.84 ms
[2021-12-27 00:21:23 main:574] : INFO : Epoch 1777 | loss: 0.0310979 | val_loss: 0.0312069 | Time: 1618.5 ms
[2021-12-27 00:21:24 main:574] : INFO : Epoch 1778 | loss: 0.0310948 | val_loss: 0.0312038 | Time: 1615.77 ms
[2021-12-27 00:21:26 main:574] : INFO : Epoch 1779 | loss: 0.0310976 | val_loss: 0.0312117 | Time: 1617.99 ms
[2021-12-27 00:21:27 main:574] : INFO : Epoch 1780 | loss: 0.0310946 | val_loss: 0.0312035 | Time: 1615.87 ms
[2021-12-27 00:21:29 main:574] : INFO : Epoch 1781 | loss: 0.0310963 | val_loss: 0.0312158 | Time: 1618.55 ms
[2021-12-27 00:21:31 main:574] : INFO : Epoch 1782 | loss: 0.0310969 | val_loss: 0.031206 | Time: 1626.39 ms
[2021-12-27 00:21:32 main:574] : INFO : Epoch 1783 | loss: 0.0310984 | val_loss: 0.0312066 | Time: 1616.43 ms
[2021-12-27 00:21:34 main:574] : INFO : Epoch 1784 | loss: 0.0311012 | val_loss: 0.0311967 | Time: 1623.45 ms
[2021-12-27 00:21:36 main:574] : INFO : Epoch 1785 | loss: 0.0311037 | val_loss: 0.0311981 | Time: 1627.92 ms
[2021-12-27 00:21:37 main:574] : INFO : Epoch 1786 | loss: 0.0310975 | val_loss: 0.0312074 | Time: 1624.35 ms
[2021-12-27 00:21:39 main:574] : INFO : Epoch 1787 | loss: 0.0310943 | val_loss: 0.0311986 | Time: 1626.03 ms
[2021-12-27 00:21:40 main:574] : INFO : Epoch 1788 | loss: 0.0310982 | val_loss: 0.0311986 | Time: 1625.89 ms
[2021-12-27 00:21:42 main:574] : INFO : Epoch 1789 | loss: 0.0310937 | val_loss: 0.0312002 | Time: 1613.28 ms
[2021-12-27 00:21:44 main:574] : INFO : Epoch 1790 | loss: 0.0310998 | val_loss: 0.0312032 | Time: 1613.87 ms
[2021-12-27 00:21:45 main:574] : INFO : Epoch 1791 | loss: 0.0310984 | val_loss: 0.0311984 | Time: 1626.55 ms
[2021-12-27 00:21:47 main:574] : INFO : Epoch 1792 | loss: 0.0310949 | val_loss: 0.0312049 | Time: 1618.76 ms
[2021-12-27 00:21:49 main:574] : INFO : Epoch 1793 | loss: 0.0310959 | val_loss: 0.0311987 | Time: 1630.47 ms
[2021-12-27 00:21:50 main:574] : INFO : Epoch 1794 | loss: 0.0310978 | val_loss: 0.0312145 | Time: 1617.03 ms
[2021-12-27 00:21:52 main:574] : INFO : Epoch 1795 | loss: 0.0311007 | val_loss: 0.0312156 | Time: 1624.81 ms
[2021-12-27 00:21:53 main:574] : INFO : Epoch 1796 | loss: 0.0310973 | val_loss: 0.0311992 | Time: 1614.87 ms
[2021-12-27 00:21:55 main:574] : INFO : Epoch 1797 | loss: 0.0310927 | val_loss: 0.0312021 | Time: 1621.13 ms
[2021-12-27 00:21:57 main:574] : INFO : Epoch 1798 | loss: 0.0310931 | val_loss: 0.0312025 | Time: 1616.77 ms
[2021-12-27 00:21:58 main:574] : INFO : Epoch 1799 | loss: 0.031105 | val_loss: 0.031198 | Time: 1607.05 ms
[2021-12-27 00:22:00 main:574] : INFO : Epoch 1800 | loss: 0.0311059 | val_loss: 0.031215 | Time: 1622.48 ms
[2021-12-27 00:22:01 main:574] : INFO : Epoch 1801 | loss: 0.0311023 | val_loss: 0.0311977 | Time: 1611.15 ms
[2021-12-27 00:22:03 main:574] : INFO : Epoch 1802 | loss: 0.0310965 | val_loss: 0.0312097 | Time: 1613.99 ms
[2021-12-27 00:22:05 main:574] : INFO : Epoch 1803 | loss: 0.0311011 | val_loss: 0.0312129 | Time: 1616.84 ms
[2021-12-27 00:22:06 main:574] : INFO : Epoch 1804 | loss: 0.0310943 | val_loss: 0.0311972 | Time: 1621.96 ms
[2021-12-27 00:22:08 main:574] : INFO : Epoch 1805 | loss: 0.0311019 | val_loss: 0.0312004 | Time: 1611.86 ms
[2021-12-27 00:22:10 main:574] : INFO : Epoch 1806 | loss: 0.0311052 | val_loss: 0.0312291 | Time: 1612.98 ms
[2021-12-27 00:22:11 main:574] : INFO : Epoch 1807 | loss: 0.0311088 | val_loss: 0.0312009 | Time: 1613.44 ms
[2021-12-27 00:22:13 main:574] : INFO : Epoch 1808 | loss: 0.0311062 | val_loss: 0.0312 | Time: 1615.18 ms
[2021-12-27 00:22:14 main:574] : INFO : Epoch 1809 | loss: 0.0311031 | val_loss: 0.0312009 | Time: 1613.67 ms
[2021-12-27 00:22:16 main:574] : INFO : Epoch 1810 | loss: 0.0311047 | val_loss: 0.0311995 | Time: 1622.89 ms
[2021-12-27 00:22:18 main:574] : INFO : Epoch 1811 | loss: 0.0310957 | val_loss: 0.0312107 | Time: 1616.95 ms
[2021-12-27 00:22:19 main:574] : INFO : Epoch 1812 | loss: 0.0310935 | val_loss: 0.0311998 | Time: 1619.18 ms
[2021-12-27 00:22:21 main:574] : INFO : Epoch 1813 | loss: 0.0310959 | val_loss: 0.0312019 | Time: 1607.18 ms
[2021-12-27 00:22:23 main:574] : INFO : Epoch 1814 | loss: 0.031094 | val_loss: 0.0312052 | Time: 1608.27 ms
[2021-12-27 00:22:24 main:574] : INFO : Epoch 1815 | loss: 0.031098 | val_loss: 0.0312009 | Time: 1619.2 ms
[2021-12-27 00:22:26 main:574] : INFO : Epoch 1816 | loss: 0.0310937 | val_loss: 0.0312058 | Time: 1616.45 ms
[2021-12-27 00:22:27 main:574] : INFO : Epoch 1817 | loss: 0.031094 | val_loss: 0.0312009 | Time: 1620.93 ms
[2021-12-27 00:22:29 main:574] : INFO : Epoch 1818 | loss: 0.0310944 | val_loss: 0.031208 | Time: 1631.18 ms
[2021-12-27 00:22:31 main:574] : INFO : Epoch 1819 | loss: 0.0311 | val_loss: 0.0311978 | Time: 1617.23 ms
[2021-12-27 00:22:32 main:574] : INFO : Epoch 1820 | loss: 0.0310992 | val_loss: 0.0312005 | Time: 1621.4 ms
[2021-12-27 00:22:34 main:574] : INFO : Epoch 1821 | loss: 0.0310938 | val_loss: 0.0312022 | Time: 1617.82 ms
[2021-12-27 00:22:36 main:574] : INFO : Epoch 1822 | loss: 0.0310915 | val_loss: 0.0312051 | Time: 1624.89 ms
[2021-12-27 00:22:37 main:574] : INFO : Epoch 1823 | loss: 0.0310904 | val_loss: 0.0312213 | Time: 1622.31 ms
[2021-12-27 00:22:39 main:574] : INFO : Epoch 1824 | loss: 0.0310917 | val_loss: 0.031203 | Time: 1621.59 ms
[2021-12-27 00:22:40 main:574] : INFO : Epoch 1825 | loss: 0.0310917 | val_loss: 0.0312039 | Time: 1623.06 ms
[2021-12-27 00:22:42 main:574] : INFO : Epoch 1826 | loss: 0.0310949 | val_loss: 0.031212 | Time: 1612.95 ms
[2021-12-27 00:22:44 main:574] : INFO : Epoch 1827 | loss: 0.0311046 | val_loss: 0.0311988 | Time: 1620.41 ms
[2021-12-27 00:22:45 main:574] : INFO : Epoch 1828 | loss: 0.0311013 | val_loss: 0.0311999 | Time: 1618.25 ms
[2021-12-27 00:22:47 main:574] : INFO : Epoch 1829 | loss: 0.0311716 | val_loss: 0.0311851 | Time: 1620.98 ms
[2021-12-27 00:22:48 main:574] : INFO : Epoch 1830 | loss: 0.0311818 | val_loss: 0.0311879 | Time: 1611.88 ms
[2021-12-27 00:22:50 main:574] : INFO : Epoch 1831 | loss: 0.0311685 | val_loss: 0.0311709 | Time: 1620.1 ms
[2021-12-27 00:22:52 main:574] : INFO : Epoch 1832 | loss: 0.0311613 | val_loss: 0.0311712 | Time: 1623.64 ms
[2021-12-27 00:22:53 main:574] : INFO : Epoch 1833 | loss: 0.0311548 | val_loss: 0.0311705 | Time: 1629.72 ms
[2021-12-27 00:22:55 main:574] : INFO : Epoch 1834 | loss: 0.0311494 | val_loss: 0.0311672 | Time: 1636.73 ms
[2021-12-27 00:22:57 main:574] : INFO : Epoch 1835 | loss: 0.0311465 | val_loss: 0.0311722 | Time: 1628.23 ms
[2021-12-27 00:22:58 main:574] : INFO : Epoch 1836 | loss: 0.0311446 | val_loss: 0.0311704 | Time: 1630.29 ms
[2021-12-27 00:23:00 main:574] : INFO : Epoch 1837 | loss: 0.0311416 | val_loss: 0.0311715 | Time: 1616.28 ms
[2021-12-27 00:23:02 main:574] : INFO : Epoch 1838 | loss: 0.0311404 | val_loss: 0.0311683 | Time: 1618.14 ms
[2021-12-27 00:23:03 main:574] : INFO : Epoch 1839 | loss: 0.0311378 | val_loss: 0.0311737 | Time: 1616.46 ms
[2021-12-27 00:23:05 main:574] : INFO : Epoch 1840 | loss: 0.0311403 | val_loss: 0.0311814 | Time: 1614.64 ms
[2021-12-27 00:23:06 main:574] : INFO : Epoch 1841 | loss: 0.0311433 | val_loss: 0.0311785 | Time: 1623.56 ms
[2021-12-27 00:23:08 main:574] : INFO : Epoch 1842 | loss: 0.0311368 | val_loss: 0.0311745 | Time: 1615.39 ms
[2021-12-27 00:23:10 main:574] : INFO : Epoch 1843 | loss: 0.0311327 | val_loss: 0.0311715 | Time: 1624.99 ms
[2021-12-27 00:23:11 main:574] : INFO : Epoch 1844 | loss: 0.0311322 | val_loss: 0.0311739 | Time: 1606.18 ms
[2021-12-27 00:23:13 main:574] : INFO : Epoch 1845 | loss: 0.0311304 | val_loss: 0.0311749 | Time: 1613.63 ms
[2021-12-27 00:23:14 main:574] : INFO : Epoch 1846 | loss: 0.0311291 | val_loss: 0.0311792 | Time: 1624.86 ms
[2021-12-27 00:23:16 main:574] : INFO : Epoch 1847 | loss: 0.0311353 | val_loss: 0.0311753 | Time: 1614.85 ms
[2021-12-27 00:23:18 main:574] : INFO : Epoch 1848 | loss: 0.0311287 | val_loss: 0.0311785 | Time: 1626.03 ms
[2021-12-27 00:23:19 main:574] : INFO : Epoch 1849 | loss: 0.0311278 | val_loss: 0.0311791 | Time: 1618.96 ms
[2021-12-27 00:23:21 main:574] : INFO : Epoch 1850 | loss: 0.0311272 | val_loss: 0.0311815 | Time: 1611.87 ms
[2021-12-27 00:23:23 main:574] : INFO : Epoch 1851 | loss: 0.0311266 | val_loss: 0.0311809 | Time: 1607.84 ms
[2021-12-27 00:23:24 main:574] : INFO : Epoch 1852 | loss: 0.031125 | val_loss: 0.0311798 | Time: 1618.49 ms
[2021-12-27 00:23:26 main:574] : INFO : Epoch 1853 | loss: 0.0311292 | val_loss: 0.0311798 | Time: 1623.39 ms
[2021-12-27 00:23:27 main:574] : INFO : Epoch 1854 | loss: 0.031123 | val_loss: 0.0311862 | Time: 1613.21 ms
[2021-12-27 00:23:29 main:574] : INFO : Epoch 1855 | loss: 0.031125 | val_loss: 0.0311791 | Time: 1658.29 ms
[2021-12-27 00:23:31 main:574] : INFO : Epoch 1856 | loss: 0.031128 | val_loss: 0.0311766 | Time: 1712.95 ms
[2021-12-27 00:23:33 main:574] : INFO : Epoch 1857 | loss: 0.031125 | val_loss: 0.0311807 | Time: 1707.56 ms
[2021-12-27 00:23:34 main:574] : INFO : Epoch 1858 | loss: 0.0311209 | val_loss: 0.0311861 | Time: 1712.34 ms
[2021-12-27 00:23:36 main:574] : INFO : Epoch 1859 | loss: 0.0311212 | val_loss: 0.0311878 | Time: 1671.93 ms
[2021-12-27 00:23:38 main:574] : INFO : Epoch 1860 | loss: 0.0311175 | val_loss: 0.0311835 | Time: 1649.64 ms
[2021-12-27 00:23:39 main:574] : INFO : Epoch 1861 | loss: 0.0311164 | val_loss: 0.0311872 | Time: 1625.04 ms
[2021-12-27 00:23:41 main:574] : INFO : Epoch 1862 | loss: 0.0311175 | val_loss: 0.0311823 | Time: 1656.43 ms
[2021-12-27 00:23:42 main:574] : INFO : Epoch 1863 | loss: 0.0311183 | val_loss: 0.0311848 | Time: 1613.65 ms
[2021-12-27 00:23:44 main:574] : INFO : Epoch 1864 | loss: 0.0311165 | val_loss: 0.0311907 | Time: 1615.73 ms
[2021-12-27 00:23:46 main:574] : INFO : Epoch 1865 | loss: 0.0311155 | val_loss: 0.0311914 | Time: 1621.96 ms
[2021-12-27 00:23:47 main:574] : INFO : Epoch 1866 | loss: 0.0311132 | val_loss: 0.0311864 | Time: 1620.5 ms
[2021-12-27 00:23:49 main:574] : INFO : Epoch 1867 | loss: 0.0311128 | val_loss: 0.0311873 | Time: 1615.67 ms
[2021-12-27 00:23:51 main:574] : INFO : Epoch 1868 | loss: 0.031117 | val_loss: 0.0311984 | Time: 1615.5 ms
[2021-12-27 00:23:52 main:574] : INFO : Epoch 1869 | loss: 0.031116 | val_loss: 0.0312035 | Time: 1613.13 ms
[2021-12-27 00:23:54 main:574] : INFO : Epoch 1870 | loss: 0.0311179 | val_loss: 0.031202 | Time: 1616.7 ms
[2021-12-27 00:23:55 main:574] : INFO : Epoch 1871 | loss: 0.0311121 | val_loss: 0.0311885 | Time: 1611.16 ms
[2021-12-27 00:23:57 main:574] : INFO : Epoch 1872 | loss: 0.0311129 | val_loss: 0.0311949 | Time: 1616.7 ms
[2021-12-27 00:23:59 main:574] : INFO : Epoch 1873 | loss: 0.0311171 | val_loss: 0.0311944 | Time: 1617.78 ms
[2021-12-27 00:24:00 main:574] : INFO : Epoch 1874 | loss: 0.0311164 | val_loss: 0.0311919 | Time: 1632.3 ms
[2021-12-27 00:24:02 main:574] : INFO : Epoch 1875 | loss: 0.0311157 | val_loss: 0.031193 | Time: 1625.49 ms
[2021-12-27 00:24:04 main:574] : INFO : Epoch 1876 | loss: 0.0311155 | val_loss: 0.0311971 | Time: 1618.2 ms
[2021-12-27 00:24:05 main:574] : INFO : Epoch 1877 | loss: 0.0311143 | val_loss: 0.0311946 | Time: 1627.39 ms
[2021-12-27 00:24:07 main:574] : INFO : Epoch 1878 | loss: 0.0311133 | val_loss: 0.0311862 | Time: 1622.19 ms
[2021-12-27 00:24:08 main:574] : INFO : Epoch 1879 | loss: 0.0311121 | val_loss: 0.0311874 | Time: 1617.3 ms
[2021-12-27 00:24:10 main:574] : INFO : Epoch 1880 | loss: 0.0311099 | val_loss: 0.0311975 | Time: 1608.38 ms
[2021-12-27 00:24:12 main:574] : INFO : Epoch 1881 | loss: 0.0311081 | val_loss: 0.0311945 | Time: 1622.7 ms
[2021-12-27 00:24:13 main:574] : INFO : Epoch 1882 | loss: 0.031105 | val_loss: 0.0311975 | Time: 1615.84 ms
[2021-12-27 00:24:15 main:574] : INFO : Epoch 1883 | loss: 0.0311074 | val_loss: 0.0311937 | Time: 1618.16 ms
[2021-12-27 00:24:17 main:574] : INFO : Epoch 1884 | loss: 0.0311086 | val_loss: 0.0311989 | Time: 1615.66 ms
[2021-12-27 00:24:18 main:574] : INFO : Epoch 1885 | loss: 0.0311114 | val_loss: 0.031192 | Time: 1630.24 ms
[2021-12-27 00:24:20 main:574] : INFO : Epoch 1886 | loss: 0.0311104 | val_loss: 0.0311934 | Time: 1613.19 ms
[2021-12-27 00:24:21 main:574] : INFO : Epoch 1887 | loss: 0.0311051 | val_loss: 0.0311997 | Time: 1630.81 ms
[2021-12-27 00:24:23 main:574] : INFO : Epoch 1888 | loss: 0.0311068 | val_loss: 0.0311952 | Time: 1638.68 ms
[2021-12-27 00:24:25 main:574] : INFO : Epoch 1889 | loss: 0.0311044 | val_loss: 0.0312093 | Time: 1623.88 ms
[2021-12-27 00:24:26 main:574] : INFO : Epoch 1890 | loss: 0.0311063 | val_loss: 0.0311976 | Time: 1614.44 ms
[2021-12-27 00:24:28 main:574] : INFO : Epoch 1891 | loss: 0.0311057 | val_loss: 0.0312081 | Time: 1620.62 ms
[2021-12-27 00:24:30 main:574] : INFO : Epoch 1892 | loss: 0.0311139 | val_loss: 0.0311895 | Time: 1619.22 ms
[2021-12-27 00:24:31 main:574] : INFO : Epoch 1893 | loss: 0.0311085 | val_loss: 0.0312084 | Time: 1625.08 ms
[2021-12-27 00:24:33 main:574] : INFO : Epoch 1894 | loss: 0.0311083 | val_loss: 0.0311919 | Time: 1624.54 ms
[2021-12-27 00:24:34 main:574] : INFO : Epoch 1895 | loss: 0.0311045 | val_loss: 0.031199 | Time: 1613.63 ms
[2021-12-27 00:24:36 main:574] : INFO : Epoch 1896 | loss: 0.0311063 | val_loss: 0.031209 | Time: 1613.88 ms
[2021-12-27 00:24:38 main:574] : INFO : Epoch 1897 | loss: 0.0311071 | val_loss: 0.0311884 | Time: 1624.69 ms
[2021-12-27 00:24:39 main:574] : INFO : Epoch 1898 | loss: 0.031114 | val_loss: 0.0312046 | Time: 1633.67 ms
[2021-12-27 00:24:41 main:574] : INFO : Epoch 1899 | loss: 0.0311141 | val_loss: 0.031195 | Time: 1614.94 ms
[2021-12-27 00:24:43 main:574] : INFO : Epoch 1900 | loss: 0.0311149 | val_loss: 0.031191 | Time: 1610.6 ms
[2021-12-27 00:24:44 main:574] : INFO : Epoch 1901 | loss: 0.0311112 | val_loss: 0.0311962 | Time: 1620.2 ms
[2021-12-27 00:24:46 main:574] : INFO : Epoch 1902 | loss: 0.031115 | val_loss: 0.0311914 | Time: 1620.84 ms
[2021-12-27 00:24:47 main:574] : INFO : Epoch 1903 | loss: 0.0311087 | val_loss: 0.0311977 | Time: 1692.68 ms
[2021-12-27 00:24:49 main:574] : INFO : Epoch 1904 | loss: 0.0311044 | val_loss: 0.0312002 | Time: 1700.1 ms
[2021-12-27 00:24:51 main:574] : INFO : Epoch 1905 | loss: 0.0311056 | val_loss: 0.0311917 | Time: 1662.44 ms
[2021-12-27 00:24:52 main:574] : INFO : Epoch 1906 | loss: 0.031105 | val_loss: 0.0311957 | Time: 1613.54 ms
[2021-12-27 00:24:54 main:574] : INFO : Epoch 1907 | loss: 0.0311056 | val_loss: 0.0311952 | Time: 1683.74 ms
[2021-12-27 00:24:56 main:574] : INFO : Epoch 1908 | loss: 0.0311074 | val_loss: 0.0311964 | Time: 1647.5 ms
[2021-12-27 00:24:57 main:574] : INFO : Epoch 1909 | loss: 0.0311049 | val_loss: 0.0312003 | Time: 1653.54 ms
[2021-12-27 00:24:59 main:574] : INFO : Epoch 1910 | loss: 0.0311055 | val_loss: 0.0311999 | Time: 1622.12 ms
[2021-12-27 00:25:01 main:574] : INFO : Epoch 1911 | loss: 0.0311054 | val_loss: 0.0311973 | Time: 1646.45 ms
[2021-12-27 00:25:02 main:574] : INFO : Epoch 1912 | loss: 0.0311021 | val_loss: 0.0311997 | Time: 1632.72 ms
[2021-12-27 00:25:04 main:574] : INFO : Epoch 1913 | loss: 0.0311006 | val_loss: 0.0311962 | Time: 1652.45 ms
[2021-12-27 00:25:06 main:574] : INFO : Epoch 1914 | loss: 0.0311004 | val_loss: 0.0312005 | Time: 1638.62 ms
[2021-12-27 00:25:07 main:574] : INFO : Epoch 1915 | loss: 0.0310998 | val_loss: 0.0311989 | Time: 1628.22 ms
[2021-12-27 00:25:09 main:574] : INFO : Epoch 1916 | loss: 0.0311016 | val_loss: 0.0311992 | Time: 1617.59 ms
[2021-12-27 00:25:11 main:574] : INFO : Epoch 1917 | loss: 0.0310978 | val_loss: 0.0311995 | Time: 1608.69 ms
[2021-12-27 00:25:12 main:574] : INFO : Epoch 1918 | loss: 0.0311001 | val_loss: 0.0312013 | Time: 1612.29 ms
[2021-12-27 00:25:14 main:574] : INFO : Epoch 1919 | loss: 0.0310983 | val_loss: 0.0312033 | Time: 1610.99 ms
[2021-12-27 00:25:15 main:574] : INFO : Epoch 1920 | loss: 0.0311024 | val_loss: 0.0312017 | Time: 1612.69 ms
[2021-12-27 00:25:17 main:574] : INFO : Epoch 1921 | loss: 0.031098 | val_loss: 0.0312088 | Time: 1622.09 ms
[2021-12-27 00:25:19 main:574] : INFO : Epoch 1922 | loss: 0.0310985 | val_loss: 0.0311909 | Time: 1615.13 ms
[2021-12-27 00:25:20 main:574] : INFO : Epoch 1923 | loss: 0.0311011 | val_loss: 0.031193 | Time: 1615.95 ms
[2021-12-27 00:25:22 main:574] : INFO : Epoch 1924 | loss: 0.0310993 | val_loss: 0.0311998 | Time: 1621.62 ms
[2021-12-27 00:25:23 main:574] : INFO : Epoch 1925 | loss: 0.0311004 | val_loss: 0.031196 | Time: 1613.4 ms
[2021-12-27 00:25:25 main:574] : INFO : Epoch 1926 | loss: 0.0311004 | val_loss: 0.0312057 | Time: 1614.92 ms
[2021-12-27 00:25:27 main:574] : INFO : Epoch 1927 | loss: 0.0311066 | val_loss: 0.031199 | Time: 1632.98 ms
[2021-12-27 00:25:28 main:574] : INFO : Epoch 1928 | loss: 0.0311009 | val_loss: 0.0312036 | Time: 1622.73 ms
[2021-12-27 00:25:30 main:574] : INFO : Epoch 1929 | loss: 0.031098 | val_loss: 0.0311943 | Time: 1621.28 ms
[2021-12-27 00:25:32 main:574] : INFO : Epoch 1930 | loss: 0.0310977 | val_loss: 0.0312071 | Time: 1612.86 ms
[2021-12-27 00:25:33 main:574] : INFO : Epoch 1931 | loss: 0.0310975 | val_loss: 0.0312055 | Time: 1621.37 ms
[2021-12-27 00:25:35 main:574] : INFO : Epoch 1932 | loss: 0.0310957 | val_loss: 0.0312097 | Time: 1618.59 ms
[2021-12-27 00:25:36 main:574] : INFO : Epoch 1933 | loss: 0.031099 | val_loss: 0.03121 | Time: 1622.08 ms
[2021-12-27 00:25:38 main:574] : INFO : Epoch 1934 | loss: 0.0311019 | val_loss: 0.0312021 | Time: 1624.53 ms
[2021-12-27 00:25:40 main:574] : INFO : Epoch 1935 | loss: 0.0310994 | val_loss: 0.031213 | Time: 1624.91 ms
[2021-12-27 00:25:41 main:574] : INFO : Epoch 1936 | loss: 0.0310976 | val_loss: 0.0312043 | Time: 1620.53 ms
[2021-12-27 00:25:43 main:574] : INFO : Epoch 1937 | loss: 0.0310972 | val_loss: 0.0312027 | Time: 1618.8 ms
[2021-12-27 00:25:45 main:574] : INFO : Epoch 1938 | loss: 0.0310956 | val_loss: 0.0312042 | Time: 1620.35 ms
[2021-12-27 00:25:46 main:574] : INFO : Epoch 1939 | loss: 0.0310997 | val_loss: 0.0312026 | Time: 1612.8 ms
[2021-12-27 00:25:48 main:574] : INFO : Epoch 1940 | loss: 0.0310957 | val_loss: 0.0312068 | Time: 1623.66 ms
[2021-12-27 00:25:49 main:574] : INFO : Epoch 1941 | loss: 0.0310999 | val_loss: 0.0312053 | Time: 1622.28 ms
[2021-12-27 00:25:51 main:574] : INFO : Epoch 1942 | loss: 0.0310953 | val_loss: 0.0312083 | Time: 1620.39 ms
[2021-12-27 00:25:53 main:574] : INFO : Epoch 1943 | loss: 0.0310947 | val_loss: 0.0312039 | Time: 1626.36 ms
[2021-12-27 00:25:54 main:574] : INFO : Epoch 1944 | loss: 0.0310963 | val_loss: 0.0312108 | Time: 1613.21 ms
[2021-12-27 00:25:56 main:574] : INFO : Epoch 1945 | loss: 0.0311037 | val_loss: 0.0311907 | Time: 1618.05 ms
[2021-12-27 00:25:58 main:574] : INFO : Epoch 1946 | loss: 0.0310976 | val_loss: 0.0312068 | Time: 1602.99 ms
[2021-12-27 00:25:59 main:574] : INFO : Epoch 1947 | loss: 0.0311082 | val_loss: 0.0312052 | Time: 1608.47 ms
[2021-12-27 00:26:01 main:574] : INFO : Epoch 1948 | loss: 0.0311106 | val_loss: 0.0311877 | Time: 1618.74 ms
[2021-12-27 00:26:02 main:574] : INFO : Epoch 1949 | loss: 0.031105 | val_loss: 0.0312096 | Time: 1636.56 ms
[2021-12-27 00:26:04 main:574] : INFO : Epoch 1950 | loss: 0.0311004 | val_loss: 0.0311991 | Time: 1701.22 ms
[2021-12-27 00:26:06 main:574] : INFO : Epoch 1951 | loss: 0.0310996 | val_loss: 0.0312153 | Time: 1677.9 ms
[2021-12-27 00:26:07 main:574] : INFO : Epoch 1952 | loss: 0.0335713 | val_loss: 0.0461545 | Time: 1626.23 ms
[2021-12-27 00:26:09 main:574] : INFO : Epoch 1953 | loss: 0.035655 | val_loss: 0.0316017 | Time: 1630.19 ms
[2021-12-27 00:26:11 main:574] : INFO : Epoch 1954 | loss: 0.0320389 | val_loss: 0.0325155 | Time: 1630.07 ms
[2021-12-27 00:26:12 main:574] : INFO : Epoch 1955 | loss: 0.0318087 | val_loss: 0.0313693 | Time: 1620.17 ms
[2021-12-27 00:26:14 main:574] : INFO : Epoch 1956 | loss: 0.0313115 | val_loss: 0.0312662 | Time: 1614.2 ms
[2021-12-27 00:26:16 main:574] : INFO : Epoch 1957 | loss: 0.0312568 | val_loss: 0.0312512 | Time: 1615.75 ms
[2021-12-27 00:26:17 main:574] : INFO : Epoch 1958 | loss: 0.0312377 | val_loss: 0.0312278 | Time: 1622.41 ms
[2021-12-27 00:26:19 main:574] : INFO : Epoch 1959 | loss: 0.0312222 | val_loss: 0.0312116 | Time: 1612.29 ms
[2021-12-27 00:26:20 main:574] : INFO : Epoch 1960 | loss: 0.0312098 | val_loss: 0.0311993 | Time: 1607.49 ms
[2021-12-27 00:26:22 main:574] : INFO : Epoch 1961 | loss: 0.0312009 | val_loss: 0.0311927 | Time: 1613.29 ms
[2021-12-27 00:26:24 main:574] : INFO : Epoch 1962 | loss: 0.0311969 | val_loss: 0.031188 | Time: 1623.29 ms
[2021-12-27 00:26:25 main:574] : INFO : Epoch 1963 | loss: 0.0311928 | val_loss: 0.0311858 | Time: 1627.28 ms
[2021-12-27 00:26:27 main:574] : INFO : Epoch 1964 | loss: 0.0311904 | val_loss: 0.0311844 | Time: 1618.83 ms
[2021-12-27 00:26:29 main:574] : INFO : Epoch 1965 | loss: 0.0311898 | val_loss: 0.0311826 | Time: 1638.11 ms
[2021-12-27 00:26:30 main:574] : INFO : Epoch 1966 | loss: 0.0311873 | val_loss: 0.0311818 | Time: 1696.75 ms
[2021-12-27 00:26:32 main:574] : INFO : Epoch 1967 | loss: 0.0311861 | val_loss: 0.0311806 | Time: 1641.17 ms
[2021-12-27 00:26:34 main:574] : INFO : Epoch 1968 | loss: 0.0311846 | val_loss: 0.03118 | Time: 1642.3 ms
[2021-12-27 00:26:35 main:574] : INFO : Epoch 1969 | loss: 0.0311851 | val_loss: 0.0311831 | Time: 1669.72 ms
[2021-12-27 00:26:37 main:574] : INFO : Epoch 1970 | loss: 0.0311843 | val_loss: 0.0311799 | Time: 1611.59 ms
[2021-12-27 00:26:38 main:574] : INFO : Epoch 1971 | loss: 0.0311828 | val_loss: 0.0311762 | Time: 1604.05 ms
[2021-12-27 00:26:40 main:574] : INFO : Epoch 1972 | loss: 0.0311795 | val_loss: 0.0311799 | Time: 1644.17 ms
[2021-12-27 00:26:42 main:574] : INFO : Epoch 1973 | loss: 0.031179 | val_loss: 0.0311765 | Time: 1599.79 ms
[2021-12-27 00:26:43 main:574] : INFO : Epoch 1974 | loss: 0.0311777 | val_loss: 0.031176 | Time: 1573.35 ms
[2021-12-27 00:26:45 main:574] : INFO : Epoch 1975 | loss: 0.0311768 | val_loss: 0.0311751 | Time: 1607.49 ms
[2021-12-27 00:26:46 main:574] : INFO : Epoch 1976 | loss: 0.0311757 | val_loss: 0.0311732 | Time: 1610.76 ms
[2021-12-27 00:26:48 main:574] : INFO : Epoch 1977 | loss: 0.0311771 | val_loss: 0.0311854 | Time: 1610.85 ms
[2021-12-27 00:26:50 main:574] : INFO : Epoch 1978 | loss: 0.0311794 | val_loss: 0.0311738 | Time: 1636.59 ms
[2021-12-27 00:26:51 main:574] : INFO : Epoch 1979 | loss: 0.0311726 | val_loss: 0.0311729 | Time: 1645.58 ms
[2021-12-27 00:26:53 main:574] : INFO : Epoch 1980 | loss: 0.0311735 | val_loss: 0.0311735 | Time: 1628.64 ms
[2021-12-27 00:26:55 main:574] : INFO : Epoch 1981 | loss: 0.0311722 | val_loss: 0.0311735 | Time: 1684.36 ms
[2021-12-27 00:26:56 main:574] : INFO : Epoch 1982 | loss: 0.0311727 | val_loss: 0.0311714 | Time: 1623.6 ms
[2021-12-27 00:26:58 main:574] : INFO : Epoch 1983 | loss: 0.0311747 | val_loss: 0.0311746 | Time: 1722.41 ms
[2021-12-27 00:27:00 main:574] : INFO : Epoch 1984 | loss: 0.03117 | val_loss: 0.0311737 | Time: 1683.74 ms
[2021-12-27 00:27:01 main:574] : INFO : Epoch 1985 | loss: 0.0311701 | val_loss: 0.0311715 | Time: 1609.63 ms
[2021-12-27 00:27:03 main:574] : INFO : Epoch 1986 | loss: 0.031169 | val_loss: 0.0311704 | Time: 1680.21 ms
[2021-12-27 00:27:05 main:574] : INFO : Epoch 1987 | loss: 0.0311684 | val_loss: 0.0311708 | Time: 1689.53 ms
[2021-12-27 00:27:06 main:574] : INFO : Epoch 1988 | loss: 0.0311681 | val_loss: 0.0311707 | Time: 1721.44 ms
[2021-12-27 00:27:08 main:574] : INFO : Epoch 1989 | loss: 0.0311681 | val_loss: 0.03117 | Time: 1713.04 ms
[2021-12-27 00:27:10 main:574] : INFO : Epoch 1990 | loss: 0.0311675 | val_loss: 0.0311703 | Time: 1708.96 ms
[2021-12-27 00:27:12 main:574] : INFO : Epoch 1991 | loss: 0.0311688 | val_loss: 0.0311716 | Time: 1706.34 ms
[2021-12-27 00:27:13 main:574] : INFO : Epoch 1992 | loss: 0.0311684 | val_loss: 0.0311718 | Time: 1686.36 ms
[2021-12-27 00:27:15 main:574] : INFO : Epoch 1993 | loss: 0.0311708 | val_loss: 0.0311698 | Time: 1619.55 ms
[2021-12-27 00:27:17 main:574] : INFO : Epoch 1994 | loss: 0.031169 | val_loss: 0.0311705 | Time: 1616.48 ms
[2021-12-27 00:27:18 main:574] : INFO : Epoch 1995 | loss: 0.0311661 | val_loss: 0.03117 | Time: 1612.79 ms
[2021-12-27 00:27:20 main:574] : INFO : Epoch 1996 | loss: 0.0311658 | val_loss: 0.0311695 | Time: 1611.06 ms
[2021-12-27 00:27:21 main:574] : INFO : Epoch 1997 | loss: 0.0311659 | val_loss: 0.0311721 | Time: 1616.62 ms
[2021-12-27 00:27:23 main:574] : INFO : Epoch 1998 | loss: 0.0311661 | val_loss: 0.0311742 | Time: 1606.98 ms
[2021-12-27 00:27:25 main:574] : INFO : Epoch 1999 | loss: 0.0311665 | val_loss: 0.0311695 | Time: 1620.72 ms
[2021-12-27 00:27:26 main:574] : INFO : Epoch 2000 | loss: 0.0311648 | val_loss: 0.0311693 | Time: 1622.85 ms
[2021-12-27 00:27:28 main:574] : INFO : Epoch 2001 | loss: 0.0311651 | val_loss: 0.0311729 | Time: 1630.18 ms
[2021-12-27 00:27:29 main:574] : INFO : Epoch 2002 | loss: 0.0311646 | val_loss: 0.0311704 | Time: 1616.28 ms
[2021-12-27 00:27:31 main:574] : INFO : Epoch 2003 | loss: 0.0311641 | val_loss: 0.031171 | Time: 1629.31 ms
[2021-12-27 00:27:33 main:574] : INFO : Epoch 2004 | loss: 0.0311636 | val_loss: 0.0311692 | Time: 1613.83 ms
[2021-12-27 00:27:34 main:574] : INFO : Epoch 2005 | loss: 0.0311665 | val_loss: 0.0311831 | Time: 1612.82 ms
[2021-12-27 00:27:36 main:574] : INFO : Epoch 2006 | loss: 0.031166 | val_loss: 0.0311744 | Time: 1621.19 ms
[2021-12-27 00:27:38 main:574] : INFO : Epoch 2007 | loss: 0.0311649 | val_loss: 0.0311707 | Time: 1610.26 ms
[2021-12-27 00:27:39 main:574] : INFO : Epoch 2008 | loss: 0.0311661 | val_loss: 0.0311776 | Time: 1618.24 ms
[2021-12-27 00:27:41 main:574] : INFO : Epoch 2009 | loss: 0.0311634 | val_loss: 0.0311722 | Time: 1617.04 ms
[2021-12-27 00:27:43 main:574] : INFO : Epoch 2010 | loss: 0.0311634 | val_loss: 0.0311706 | Time: 1691.07 ms
[2021-12-27 00:27:44 main:574] : INFO : Epoch 2011 | loss: 0.0311655 | val_loss: 0.0311699 | Time: 1710.14 ms
[2021-12-27 00:27:46 main:574] : INFO : Epoch 2012 | loss: 0.0311607 | val_loss: 0.0311704 | Time: 1684.34 ms
[2021-12-27 00:27:48 main:574] : INFO : Epoch 2013 | loss: 0.0311615 | val_loss: 0.0311706 | Time: 1617.07 ms
[2021-12-27 00:27:49 main:574] : INFO : Epoch 2014 | loss: 0.0311599 | val_loss: 0.0311698 | Time: 1625.65 ms
[2021-12-27 00:27:51 main:574] : INFO : Epoch 2015 | loss: 0.0311588 | val_loss: 0.0311711 | Time: 1626.26 ms
[2021-12-27 00:27:52 main:574] : INFO : Epoch 2016 | loss: 0.0311598 | val_loss: 0.0311699 | Time: 1640.37 ms
[2021-12-27 00:27:54 main:574] : INFO : Epoch 2017 | loss: 0.0311582 | val_loss: 0.0311705 | Time: 1672.78 ms
[2021-12-27 00:27:56 main:574] : INFO : Epoch 2018 | loss: 0.0311586 | val_loss: 0.0311697 | Time: 1722.79 ms
[2021-12-27 00:27:58 main:574] : INFO : Epoch 2019 | loss: 0.0311583 | val_loss: 0.0311709 | Time: 1714.89 ms
[2021-12-27 00:27:59 main:574] : INFO : Epoch 2020 | loss: 0.0311584 | val_loss: 0.0311701 | Time: 1695.31 ms
[2021-12-27 00:28:01 main:574] : INFO : Epoch 2021 | loss: 0.03116 | val_loss: 0.0311705 | Time: 1625.63 ms
[2021-12-27 00:28:03 main:574] : INFO : Epoch 2022 | loss: 0.0311578 | val_loss: 0.0311702 | Time: 1620.07 ms
[2021-12-27 00:28:04 main:574] : INFO : Epoch 2023 | loss: 0.031157 | val_loss: 0.0311706 | Time: 1614.74 ms
[2021-12-27 00:28:06 main:574] : INFO : Epoch 2024 | loss: 0.0311594 | val_loss: 0.0311696 | Time: 1609.89 ms
[2021-12-27 00:28:07 main:574] : INFO : Epoch 2025 | loss: 0.031159 | val_loss: 0.03118 | Time: 1609.35 ms
[2021-12-27 00:28:09 main:574] : INFO : Epoch 2026 | loss: 0.031159 | val_loss: 0.0311705 | Time: 1667.97 ms
[2021-12-27 00:28:11 main:574] : INFO : Epoch 2027 | loss: 0.0311571 | val_loss: 0.03117 | Time: 1652.7 ms
[2021-12-27 00:28:12 main:574] : INFO : Epoch 2028 | loss: 0.031158 | val_loss: 0.0311702 | Time: 1644.58 ms
[2021-12-27 00:28:14 main:574] : INFO : Epoch 2029 | loss: 0.0311583 | val_loss: 0.0311717 | Time: 1712.94 ms
[2021-12-27 00:28:16 main:574] : INFO : Epoch 2030 | loss: 0.0311571 | val_loss: 0.0311754 | Time: 1620.04 ms
[2021-12-27 00:28:17 main:574] : INFO : Epoch 2031 | loss: 0.0311567 | val_loss: 0.0311698 | Time: 1616.13 ms
[2021-12-27 00:28:19 main:574] : INFO : Epoch 2032 | loss: 0.0311546 | val_loss: 0.0311704 | Time: 1626.3 ms
[2021-12-27 00:28:21 main:574] : INFO : Epoch 2033 | loss: 0.0311553 | val_loss: 0.0311701 | Time: 1623.97 ms
[2021-12-27 00:28:22 main:574] : INFO : Epoch 2034 | loss: 0.0311553 | val_loss: 0.0311707 | Time: 1679.28 ms
[2021-12-27 00:28:24 main:574] : INFO : Epoch 2035 | loss: 0.0311555 | val_loss: 0.0311697 | Time: 1716.86 ms
[2021-12-27 00:28:26 main:574] : INFO : Epoch 2036 | loss: 0.0311541 | val_loss: 0.031172 | Time: 1716.51 ms
[2021-12-27 00:28:27 main:574] : INFO : Epoch 2037 | loss: 0.0311553 | val_loss: 0.0311701 | Time: 1713.4 ms
[2021-12-27 00:28:29 main:574] : INFO : Epoch 2038 | loss: 0.0311555 | val_loss: 0.0311723 | Time: 1691.97 ms
[2021-12-27 00:28:31 main:574] : INFO : Epoch 2039 | loss: 0.0311535 | val_loss: 0.0311702 | Time: 1685.47 ms
[2021-12-27 00:28:32 main:574] : INFO : Epoch 2040 | loss: 0.0311544 | val_loss: 0.0311722 | Time: 1706.3 ms
[2021-12-27 00:28:34 main:574] : INFO : Epoch 2041 | loss: 0.0311544 | val_loss: 0.0311717 | Time: 1699.92 ms
[2021-12-27 00:28:36 main:574] : INFO : Epoch 2042 | loss: 0.0311527 | val_loss: 0.0311713 | Time: 1696.05 ms
[2021-12-27 00:28:38 main:574] : INFO : Epoch 2043 | loss: 0.0311523 | val_loss: 0.03117 | Time: 1675.07 ms
[2021-12-27 00:28:39 main:574] : INFO : Epoch 2044 | loss: 0.031154 | val_loss: 0.0311724 | Time: 1575.39 ms
[2021-12-27 00:28:41 main:574] : INFO : Epoch 2045 | loss: 0.0311535 | val_loss: 0.0311724 | Time: 1606.54 ms
[2021-12-27 00:28:42 main:574] : INFO : Epoch 2046 | loss: 0.0311518 | val_loss: 0.0311696 | Time: 1630.33 ms
[2021-12-27 00:28:44 main:574] : INFO : Epoch 2047 | loss: 0.0311517 | val_loss: 0.0311869 | Time: 1713.24 ms
[2021-12-27 00:28:46 main:574] : INFO : Epoch 2048 | loss: 0.0311581 | val_loss: 0.0311706 | Time: 1709.62 ms
[2021-12-27 00:28:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311706
[2021-12-27 00:28:46 main:603] : INFO : Saving end state to config to file
[2021-12-27 00:28:46 main:608] : INFO : Success, exiting..
00:28:46 (10776): 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)