Task 14624409
| Name | ParityModified-1647042454-662-3-0_2 |
| Workunit | 11574919 |
| Created | 18 Apr 2022, 22:47:04 UTC |
| Sent | 18 Apr 2022, 22:48:07 UTC |
| Report deadline | 26 Apr 2022, 22:48:07 UTC |
| Received | 19 Apr 2022, 0:01:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4161 |
| Run time | 1 hours 11 min 52 sec |
| CPU time | 1 hours 9 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,701.30 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311901 | val_loss: 0.0311978 | Time: 2098.52 ms
[2022-04-18 16:43:02 main:574] : INFO : Epoch 1543 | loss: 0.0311913 | val_loss: 0.0311981 | Time: 2038.98 ms
[2022-04-18 16:43:04 main:574] : INFO : Epoch 1544 | loss: 0.0311913 | val_loss: 0.0311976 | Time: 2007.1 ms
[2022-04-18 16:43:06 main:574] : INFO : Epoch 1545 | loss: 0.0311915 | val_loss: 0.0311968 | Time: 2050.75 ms
[2022-04-18 16:43:08 main:574] : INFO : Epoch 1546 | loss: 0.0311911 | val_loss: 0.0312062 | Time: 2076.28 ms
[2022-04-18 16:43:10 main:574] : INFO : Epoch 1547 | loss: 0.0311907 | val_loss: 0.0312027 | Time: 2034.2 ms
[2022-04-18 16:43:12 main:574] : INFO : Epoch 1548 | loss: 0.0311927 | val_loss: 0.0312012 | Time: 2100.35 ms
[2022-04-18 16:43:14 main:574] : INFO : Epoch 1549 | loss: 0.0311911 | val_loss: 0.0312001 | Time: 2070.81 ms
[2022-04-18 16:43:16 main:574] : INFO : Epoch 1550 | loss: 0.0311917 | val_loss: 0.0312011 | Time: 2066.05 ms
[2022-04-18 16:43:19 main:574] : INFO : Epoch 1551 | loss: 0.0311899 | val_loss: 0.0311963 | Time: 2076.51 ms
[2022-04-18 16:43:21 main:574] : INFO : Epoch 1552 | loss: 0.0311897 | val_loss: 0.0311978 | Time: 2080.36 ms
[2022-04-18 16:43:23 main:574] : INFO : Epoch 1553 | loss: 0.0311905 | val_loss: 0.0311986 | Time: 2059.59 ms
[2022-04-18 16:43:25 main:574] : INFO : Epoch 1554 | loss: 0.0311903 | val_loss: 0.0311989 | Time: 2073.57 ms
[2022-04-18 16:43:27 main:574] : INFO : Epoch 1555 | loss: 0.0311916 | val_loss: 0.0312006 | Time: 2058.2 ms
[2022-04-18 16:43:29 main:574] : INFO : Epoch 1556 | loss: 0.0311937 | val_loss: 0.0312031 | Time: 2088.3 ms
[2022-04-18 16:43:31 main:574] : INFO : Epoch 1557 | loss: 0.0311929 | val_loss: 0.0311996 | Time: 2039.95 ms
[2022-04-18 16:43:33 main:574] : INFO : Epoch 1558 | loss: 0.0311912 | val_loss: 0.0311968 | Time: 2080.75 ms
[2022-04-18 16:43:36 main:574] : INFO : Epoch 1559 | loss: 0.0311899 | val_loss: 0.0312003 | Time: 2033.39 ms
[2022-04-18 16:43:38 main:574] : INFO : Epoch 1560 | loss: 0.0311902 | val_loss: 0.0311968 | Time: 2049.87 ms
[2022-04-18 16:43:40 main:574] : INFO : Epoch 1561 | loss: 0.0311901 | val_loss: 0.0311972 | Time: 2121.38 ms
[2022-04-18 16:43:42 main:574] : INFO : Epoch 1562 | loss: 0.0311899 | val_loss: 0.0312009 | Time: 2059.27 ms
[2022-04-18 16:43:44 main:574] : INFO : Epoch 1563 | loss: 0.0311902 | val_loss: 0.0311993 | Time: 2075.69 ms
[2022-04-18 16:43:46 main:574] : INFO : Epoch 1564 | loss: 0.0311982 | val_loss: 0.031208 | Time: 2057.04 ms
[2022-04-18 16:43:48 main:574] : INFO : Epoch 1565 | loss: 0.0311941 | val_loss: 0.0311986 | Time: 2069.17 ms
[2022-04-18 16:43:50 main:574] : INFO : Epoch 1566 | loss: 0.0311936 | val_loss: 0.0312089 | Time: 2064.02 ms
[2022-04-18 16:43:53 main:574] : INFO : Epoch 1567 | loss: 0.0311942 | val_loss: 0.0312006 | Time: 2043.98 ms
[2022-04-18 16:43:55 main:574] : INFO : Epoch 1568 | loss: 0.0311922 | val_loss: 0.0312044 | Time: 2052.83 ms
[2022-04-18 16:43:57 main:574] : INFO : Epoch 1569 | loss: 0.0311939 | val_loss: 0.0311985 | Time: 2066.85 ms
[2022-04-18 16:43:59 main:574] : INFO : Epoch 1570 | loss: 0.0311912 | val_loss: 0.0311973 | Time: 2100.49 ms
[2022-04-18 16:44:01 main:574] : INFO : Epoch 1571 | loss: 0.0311909 | val_loss: 0.0312018 | Time: 2053.36 ms
[2022-04-18 16:44:03 main:574] : INFO : Epoch 1572 | loss: 0.0311935 | val_loss: 0.0311988 | Time: 2074.54 ms
[2022-04-18 16:44:05 main:574] : INFO : Epoch 1573 | loss: 0.031193 | val_loss: 0.0312084 | Time: 2062.08 ms
[2022-04-18 16:44:07 main:574] : INFO : Epoch 1574 | loss: 0.0311944 | val_loss: 0.0312013 | Time: 2078.48 ms
[2022-04-18 16:44:09 main:574] : INFO : Epoch 1575 | loss: 0.0311911 | val_loss: 0.0311983 | Time: 2032.13 ms
[2022-04-18 16:44:12 main:574] : INFO : Epoch 1576 | loss: 0.0311909 | val_loss: 0.0311983 | Time: 2034.69 ms
[2022-04-18 16:44:14 main:574] : INFO : Epoch 1577 | loss: 0.0311928 | val_loss: 0.0312006 | Time: 2038.93 ms
[2022-04-18 16:44:16 main:574] : INFO : Epoch 1578 | loss: 0.0311909 | val_loss: 0.0311972 | Time: 2034.22 ms
[2022-04-18 16:44:18 main:574] : INFO : Epoch 1579 | loss: 0.0311918 | val_loss: 0.0311978 | Time: 2043.59 ms
[2022-04-18 16:44:20 main:574] : INFO : Epoch 1580 | loss: 0.0311922 | val_loss: 0.0312044 | Time: 2051.63 ms
[2022-04-18 16:44:22 main:574] : INFO : Epoch 1581 | loss: 0.0311915 | val_loss: 0.0311994 | Time: 2061.59 ms
[2022-04-18 16:44:24 main:574] : INFO : Epoch 1582 | loss: 0.0311904 | val_loss: 0.0311991 | Time: 2041.38 ms
[2022-04-18 16:44:26 main:574] : INFO : Epoch 1583 | loss: 0.0311912 | val_loss: 0.0311994 | Time: 2059.69 ms
[2022-04-18 16:44:28 main:574] : INFO : Epoch 1584 | loss: 0.031192 | val_loss: 0.0311992 | Time: 2060.97 ms
[2022-04-18 16:44:31 main:574] : INFO : Epoch 1585 | loss: 0.0311929 | val_loss: 0.0311972 | Time: 2072.38 ms
[2022-04-18 16:44:33 main:574] : INFO : Epoch 1586 | loss: 0.03119 | val_loss: 0.031199 | Time: 2057.46 ms
[2022-04-18 16:44:35 main:574] : INFO : Epoch 1587 | loss: 0.0311904 | val_loss: 0.0311988 | Time: 2035.82 ms
[2022-04-18 16:44:37 main:574] : INFO : Epoch 1588 | loss: 0.0311899 | val_loss: 0.0311985 | Time: 2046.36 ms
[2022-04-18 16:44:39 main:574] : INFO : Epoch 1589 | loss: 0.03119 | val_loss: 0.0311993 | Time: 2064.01 ms
[2022-04-18 16:44:41 main:574] : INFO : Epoch 1590 | loss: 0.0311912 | val_loss: 0.0311996 | Time: 2068.71 ms
[2022-04-18 16:44:43 main:574] : INFO : Epoch 1591 | loss: 0.0311901 | val_loss: 0.0312003 | Time: 2123.78 ms
[2022-04-18 16:44:45 main:574] : INFO : Epoch 1592 | loss: 0.0311901 | val_loss: 0.0311968 | Time: 2059.6 ms
[2022-04-18 16:44:48 main:574] : INFO : Epoch 1593 | loss: 0.0311902 | val_loss: 0.0311989 | Time: 2069.39 ms
[2022-04-18 16:44:50 main:574] : INFO : Epoch 1594 | loss: 0.0311907 | val_loss: 0.0311992 | Time: 2030.45 ms
[2022-04-18 16:44:52 main:574] : INFO : Epoch 1595 | loss: 0.03119 | val_loss: 0.0311997 | Time: 2020.89 ms
[2022-04-18 16:44:54 main:574] : INFO : Epoch 1596 | loss: 0.0311911 | val_loss: 0.0311989 | Time: 2052.45 ms
[2022-04-18 16:44:56 main:574] : INFO : Epoch 1597 | loss: 0.0311899 | val_loss: 0.0312004 | Time: 2062.56 ms
[2022-04-18 16:44:58 main:574] : INFO : Epoch 1598 | loss: 0.0311903 | val_loss: 0.0311992 | Time: 2051.01 ms
[2022-04-18 16:45:00 main:574] : INFO : Epoch 1599 | loss: 0.0311927 | val_loss: 0.0311984 | Time: 2053.83 ms
[2022-04-18 16:45:02 main:574] : INFO : Epoch 1600 | loss: 0.0311931 | val_loss: 0.0311988 | Time: 2034.15 ms
[2022-04-18 16:45:04 main:574] : INFO : Epoch 1601 | loss: 0.0311917 | val_loss: 0.0311977 | Time: 2068.18 ms
[2022-04-18 16:45:06 main:574] : INFO : Epoch 1602 | loss: 0.0311906 | val_loss: 0.0311984 | Time: 2031.24 ms
[2022-04-18 16:45:09 main:574] : INFO : Epoch 1603 | loss: 0.0311902 | val_loss: 0.0311996 | Time: 2069.23 ms
[2022-04-18 16:45:11 main:574] : INFO : Epoch 1604 | loss: 0.0311901 | val_loss: 0.0311976 | Time: 2076.89 ms
[2022-04-18 16:45:13 main:574] : INFO : Epoch 1605 | loss: 0.0311897 | val_loss: 0.0311974 | Time: 2045.13 ms
[2022-04-18 16:45:15 main:574] : INFO : Epoch 1606 | loss: 0.03119 | val_loss: 0.0311973 | Time: 2088.14 ms
[2022-04-18 16:45:17 main:574] : INFO : Epoch 1607 | loss: 0.0311899 | val_loss: 0.0312006 | Time: 2049.39 ms
[2022-04-18 16:45:19 main:574] : INFO : Epoch 1608 | loss: 0.0311942 | val_loss: 0.0311975 | Time: 2059.74 ms
[2022-04-18 16:45:21 main:574] : INFO : Epoch 1609 | loss: 0.0311984 | val_loss: 0.0312333 | Time: 2059.71 ms
[2022-04-18 16:45:23 main:574] : INFO : Epoch 1610 | loss: 0.0312135 | val_loss: 0.0312161 | Time: 2041.1 ms
[2022-04-18 16:45:25 main:574] : INFO : Epoch 1611 | loss: 0.0351852 | val_loss: 0.0533194 | Time: 2049.6 ms
[2022-04-18 16:45:28 main:574] : INFO : Epoch 1612 | loss: 0.0346794 | val_loss: 0.0328705 | Time: 2025.57 ms
[2022-04-18 16:45:30 main:574] : INFO : Epoch 1613 | loss: 0.0316221 | val_loss: 0.0313388 | Time: 2051.03 ms
[2022-04-18 16:45:32 main:574] : INFO : Epoch 1614 | loss: 0.0312925 | val_loss: 0.0312555 | Time: 2046.22 ms
[2022-04-18 16:45:34 main:574] : INFO : Epoch 1615 | loss: 0.0312442 | val_loss: 0.0312364 | Time: 2041.37 ms
[2022-04-18 16:45:36 main:574] : INFO : Epoch 1616 | loss: 0.0312318 | val_loss: 0.0312277 | Time: 2041.75 ms
[2022-04-18 16:45:38 main:574] : INFO : Epoch 1617 | loss: 0.0312277 | val_loss: 0.0312247 | Time: 2053.89 ms
[2022-04-18 16:45:40 main:574] : INFO : Epoch 1618 | loss: 0.0312243 | val_loss: 0.0312224 | Time: 2075.63 ms
[2022-04-18 16:45:42 main:574] : INFO : Epoch 1619 | loss: 0.0312213 | val_loss: 0.0312201 | Time: 2056.91 ms
[2022-04-18 16:45:44 main:574] : INFO : Epoch 1620 | loss: 0.0312192 | val_loss: 0.0312178 | Time: 2046.55 ms
[2022-04-18 16:45:47 main:574] : INFO : Epoch 1621 | loss: 0.0312171 | val_loss: 0.0312162 | Time: 2090.79 ms
[2022-04-18 16:45:49 main:574] : INFO : Epoch 1622 | loss: 0.031216 | val_loss: 0.0312138 | Time: 2051.1 ms
[2022-04-18 16:45:51 main:574] : INFO : Epoch 1623 | loss: 0.0312144 | val_loss: 0.031214 | Time: 2086.8 ms
[2022-04-18 16:45:53 main:574] : INFO : Epoch 1624 | loss: 0.0312125 | val_loss: 0.0312108 | Time: 2077.95 ms
[2022-04-18 16:45:55 main:574] : INFO : Epoch 1625 | loss: 0.0312114 | val_loss: 0.0312098 | Time: 2054.95 ms
[2022-04-18 16:45:57 main:574] : INFO : Epoch 1626 | loss: 0.0312101 | val_loss: 0.0312084 | Time: 2067.89 ms
[2022-04-18 16:45:59 main:574] : INFO : Epoch 1627 | loss: 0.03121 | val_loss: 0.0312077 | Time: 2074.41 ms
[2022-04-18 16:46:02 main:574] : INFO : Epoch 1628 | loss: 0.0312099 | val_loss: 0.0312071 | Time: 2096.1 ms
[2022-04-18 16:46:04 main:574] : INFO : Epoch 1629 | loss: 0.0312091 | val_loss: 0.0312073 | Time: 2107.51 ms
[2022-04-18 16:46:06 main:574] : INFO : Epoch 1630 | loss: 0.0312084 | val_loss: 0.0312064 | Time: 2035.62 ms
[2022-04-18 16:46:08 main:574] : INFO : Epoch 1631 | loss: 0.0312074 | val_loss: 0.0312052 | Time: 2052.53 ms
[2022-04-18 16:46:10 main:574] : INFO : Epoch 1632 | loss: 0.0312067 | val_loss: 0.031205 | Time: 2027.65 ms
[2022-04-18 16:46:12 main:574] : INFO : Epoch 1633 | loss: 0.0312064 | val_loss: 0.0312048 | Time: 2075.81 ms
[2022-04-18 16:46:14 main:574] : INFO : Epoch 1634 | loss: 0.0312065 | val_loss: 0.0312065 | Time: 2045.55 ms
[2022-04-18 16:46:16 main:574] : INFO : Epoch 1635 | loss: 0.0312064 | val_loss: 0.0312054 | Time: 2047.9 ms
[2022-04-18 16:46:19 main:574] : INFO : Epoch 1636 | loss: 0.0312057 | val_loss: 0.0312043 | Time: 2121.79 ms
[2022-04-18 16:46:21 main:574] : INFO : Epoch 1637 | loss: 0.0312054 | val_loss: 0.0312046 | Time: 2073.58 ms
[2022-04-18 16:46:23 main:574] : INFO : Epoch 1638 | loss: 0.0312051 | val_loss: 0.0312038 | Time: 2075.3 ms
[2022-04-18 16:46:25 main:574] : INFO : Epoch 1639 | loss: 0.0312048 | val_loss: 0.0312031 | Time: 2043.5 ms
[2022-04-18 16:46:27 main:574] : INFO : Epoch 1640 | loss: 0.0312049 | val_loss: 0.0312042 | Time: 2094.32 ms
[2022-04-18 16:46:29 main:574] : INFO : Epoch 1641 | loss: 0.0312049 | val_loss: 0.0312034 | Time: 2090.36 ms
[2022-04-18 16:46:31 main:574] : INFO : Epoch 1642 | loss: 0.0312046 | val_loss: 0.0312022 | Time: 2046.72 ms
[2022-04-18 16:46:34 main:574] : INFO : Epoch 1643 | loss: 0.031204 | val_loss: 0.0312021 | Time: 2046.06 ms
[2022-04-18 16:46:36 main:574] : INFO : Epoch 1644 | loss: 0.0312036 | val_loss: 0.031202 | Time: 2040.22 ms
[2022-04-18 16:46:38 main:574] : INFO : Epoch 1645 | loss: 0.0312033 | val_loss: 0.0312024 | Time: 2074.86 ms
[2022-04-18 16:46:40 main:574] : INFO : Epoch 1646 | loss: 0.0312038 | val_loss: 0.031203 | Time: 2073.01 ms
[2022-04-18 16:46:42 main:574] : INFO : Epoch 1647 | loss: 0.0312035 | val_loss: 0.0312011 | Time: 2057.87 ms
[2022-04-18 16:46:44 main:574] : INFO : Epoch 1648 | loss: 0.0312024 | val_loss: 0.0312004 | Time: 2082.63 ms
[2022-04-18 16:46:46 main:574] : INFO : Epoch 1649 | loss: 0.0312023 | val_loss: 0.0312013 | Time: 2036.7 ms
[2022-04-18 16:46:48 main:574] : INFO : Epoch 1650 | loss: 0.0312017 | val_loss: 0.0312004 | Time: 2048.79 ms
[2022-04-18 16:46:50 main:574] : INFO : Epoch 1651 | loss: 0.0312015 | val_loss: 0.0312009 | Time: 2054.44 ms
[2022-04-18 16:46:53 main:574] : INFO : Epoch 1652 | loss: 0.0312017 | val_loss: 0.0312005 | Time: 2054.09 ms
[2022-04-18 16:46:55 main:574] : INFO : Epoch 1653 | loss: 0.0312016 | val_loss: 0.0312 | Time: 2001.34 ms
[2022-04-18 16:46:57 main:574] : INFO : Epoch 1654 | loss: 0.0312012 | val_loss: 0.0312003 | Time: 2033.34 ms
[2022-04-18 16:46:59 main:574] : INFO : Epoch 1655 | loss: 0.0312013 | val_loss: 0.0311999 | Time: 2013.88 ms
[2022-04-18 16:47:01 main:574] : INFO : Epoch 1656 | loss: 0.0312015 | val_loss: 0.0312004 | Time: 2046.25 ms
[2022-04-18 16:47:03 main:574] : INFO : Epoch 1657 | loss: 0.0312011 | val_loss: 0.0312 | Time: 2070.06 ms
[2022-04-18 16:47:05 main:574] : INFO : Epoch 1658 | loss: 0.0312014 | val_loss: 0.0312002 | Time: 2037.53 ms
[2022-04-18 16:47:07 main:574] : INFO : Epoch 1659 | loss: 0.0312035 | val_loss: 0.0312058 | Time: 2056.05 ms
[2022-04-18 16:47:09 main:574] : INFO : Epoch 1660 | loss: 0.0312031 | val_loss: 0.0312004 | Time: 2055.98 ms
[2022-04-18 16:47:11 main:574] : INFO : Epoch 1661 | loss: 0.031201 | val_loss: 0.0311997 | Time: 2064.19 ms
[2022-04-18 16:47:14 main:574] : INFO : Epoch 1662 | loss: 0.0312005 | val_loss: 0.0312001 | Time: 2056.94 ms
[2022-04-18 16:47:16 main:574] : INFO : Epoch 1663 | loss: 0.0312004 | val_loss: 0.0312 | Time: 2053.87 ms
[2022-04-18 16:47:18 main:574] : INFO : Epoch 1664 | loss: 0.0312006 | val_loss: 0.0311998 | Time: 2055.26 ms
[2022-04-18 16:47:20 main:574] : INFO : Epoch 1665 | loss: 0.0312007 | val_loss: 0.0312002 | Time: 2087.08 ms
[2022-04-18 16:47:22 main:574] : INFO : Epoch 1666 | loss: 0.0312006 | val_loss: 0.0312001 | Time: 2087.13 ms
[2022-04-18 16:47:24 main:574] : INFO : Epoch 1667 | loss: 0.0312012 | val_loss: 0.0311993 | Time: 2073.99 ms
[2022-04-18 16:47:26 main:574] : INFO : Epoch 1668 | loss: 0.0312001 | val_loss: 0.0311995 | Time: 2027.53 ms
[2022-04-18 16:47:28 main:574] : INFO : Epoch 1669 | loss: 0.0312005 | val_loss: 0.0312002 | Time: 2033.68 ms
[2022-04-18 16:47:31 main:574] : INFO : Epoch 1670 | loss: 0.031201 | val_loss: 0.0311996 | Time: 2030.53 ms
[2022-04-18 16:47:33 main:574] : INFO : Epoch 1671 | loss: 0.0312003 | val_loss: 0.0311998 | Time: 2059.99 ms
[2022-04-18 16:47:35 main:574] : INFO : Epoch 1672 | loss: 0.0312004 | val_loss: 0.0312011 | Time: 2061.57 ms
[2022-04-18 16:47:37 main:574] : INFO : Epoch 1673 | loss: 0.0312006 | val_loss: 0.0311993 | Time: 2062.28 ms
[2022-04-18 16:47:39 main:574] : INFO : Epoch 1674 | loss: 0.0312004 | val_loss: 0.0312001 | Time: 2077.31 ms
[2022-04-18 16:47:41 main:574] : INFO : Epoch 1675 | loss: 0.0312002 | val_loss: 0.0311995 | Time: 2065.3 ms
[2022-04-18 16:47:43 main:574] : INFO : Epoch 1676 | loss: 0.0311998 | val_loss: 0.0311998 | Time: 2043.43 ms
[2022-04-18 16:47:45 main:574] : INFO : Epoch 1677 | loss: 0.0311996 | val_loss: 0.0311995 | Time: 2049.26 ms
[2022-04-18 16:47:47 main:574] : INFO : Epoch 1678 | loss: 0.0312007 | val_loss: 0.0311996 | Time: 2098.34 ms
[2022-04-18 16:47:50 main:574] : INFO : Epoch 1679 | loss: 0.0312003 | val_loss: 0.0312001 | Time: 2062.19 ms
[2022-04-18 16:47:52 main:574] : INFO : Epoch 1680 | loss: 0.0312002 | val_loss: 0.0311994 | Time: 2089.63 ms
[2022-04-18 16:47:54 main:574] : INFO : Epoch 1681 | loss: 0.0312005 | val_loss: 0.0312006 | Time: 2058.35 ms
[2022-04-18 16:47:56 main:574] : INFO : Epoch 1682 | loss: 0.031202 | val_loss: 0.0312005 | Time: 2053.63 ms
[2022-04-18 16:47:58 main:574] : INFO : Epoch 1683 | loss: 0.0311999 | val_loss: 0.0311998 | Time: 2094.59 ms
[2022-04-18 16:48:00 main:574] : INFO : Epoch 1684 | loss: 0.0312001 | val_loss: 0.0312005 | Time: 2031.7 ms
[2022-04-18 16:48:02 main:574] : INFO : Epoch 1685 | loss: 0.0312011 | val_loss: 0.0312006 | Time: 2061.85 ms
[2022-04-18 16:48:04 main:574] : INFO : Epoch 1686 | loss: 0.0312001 | val_loss: 0.0311997 | Time: 2099.87 ms
[2022-04-18 16:48:07 main:574] : INFO : Epoch 1687 | loss: 0.0311994 | val_loss: 0.0312002 | Time: 2062.55 ms
[2022-04-18 16:48:09 main:574] : INFO : Epoch 1688 | loss: 0.0311994 | val_loss: 0.0311991 | Time: 2057.08 ms
[2022-04-18 16:48:11 main:574] : INFO : Epoch 1689 | loss: 0.0311992 | val_loss: 0.0311995 | Time: 2025.04 ms
[2022-04-18 16:48:13 main:574] : INFO : Epoch 1690 | loss: 0.0311992 | val_loss: 0.0312003 | Time: 2044.33 ms
[2022-04-18 16:48:15 main:574] : INFO : Epoch 1691 | loss: 0.0312001 | val_loss: 0.0311996 | Time: 2085.42 ms
[2022-04-18 16:48:17 main:574] : INFO : Epoch 1692 | loss: 0.0311998 | val_loss: 0.0312037 | Time: 2068.66 ms
[2022-04-18 16:48:19 main:574] : INFO : Epoch 1693 | loss: 0.031201 | val_loss: 0.0311993 | Time: 2064.05 ms
[2022-04-18 16:48:21 main:574] : INFO : Epoch 1694 | loss: 0.0311997 | val_loss: 0.031201 | Time: 2037.81 ms
[2022-04-18 16:48:23 main:574] : INFO : Epoch 1695 | loss: 0.0311998 | val_loss: 0.0311997 | Time: 2067.06 ms
[2022-04-18 16:48:26 main:574] : INFO : Epoch 1696 | loss: 0.0312007 | val_loss: 0.0312014 | Time: 2049.29 ms
[2022-04-18 16:48:28 main:574] : INFO : Epoch 1697 | loss: 0.0312004 | val_loss: 0.0311993 | Time: 2070.33 ms
[2022-04-18 16:48:30 main:574] : INFO : Epoch 1698 | loss: 0.0311996 | val_loss: 0.0311992 | Time: 2042.86 ms
[2022-04-18 16:48:32 main:574] : INFO : Epoch 1699 | loss: 0.0311992 | val_loss: 0.0311991 | Time: 2070.99 ms
[2022-04-18 16:48:34 main:574] : INFO : Epoch 1700 | loss: 0.0311994 | val_loss: 0.0311999 | Time: 2047.43 ms
[2022-04-18 16:48:36 main:574] : INFO : Epoch 1701 | loss: 0.0312004 | val_loss: 0.0311997 | Time: 2102.66 ms
[2022-04-18 16:48:38 main:574] : INFO : Epoch 1702 | loss: 0.0311989 | val_loss: 0.0311988 | Time: 2085.06 ms
[2022-04-18 16:48:40 main:574] : INFO : Epoch 1703 | loss: 0.0311993 | val_loss: 0.0312002 | Time: 2063.82 ms
[2022-04-18 16:48:43 main:574] : INFO : Epoch 1704 | loss: 0.0311998 | val_loss: 0.0311993 | Time: 2072.83 ms
[2022-04-18 16:48:45 main:574] : INFO : Epoch 1705 | loss: 0.0312004 | val_loss: 0.0312028 | Time: 2071.62 ms
[2022-04-18 16:48:47 main:574] : INFO : Epoch 1706 | loss: 0.0312001 | val_loss: 0.0311987 | Time: 2057.1 ms
[2022-04-18 16:48:49 main:574] : INFO : Epoch 1707 | loss: 0.0311995 | val_loss: 0.0311991 | Time: 2053.26 ms
[2022-04-18 16:48:51 main:574] : INFO : Epoch 1708 | loss: 0.031199 | val_loss: 0.0312007 | Time: 2085.15 ms
[2022-04-18 16:48:53 main:574] : INFO : Epoch 1709 | loss: 0.0311996 | val_loss: 0.0311997 | Time: 2070.86 ms
[2022-04-18 16:48:55 main:574] : INFO : Epoch 1710 | loss: 0.0311983 | val_loss: 0.0311983 | Time: 2044.83 ms
[2022-04-18 16:48:57 main:574] : INFO : Epoch 1711 | loss: 0.031198 | val_loss: 0.031199 | Time: 2044.98 ms
[2022-04-18 16:48:59 main:574] : INFO : Epoch 1712 | loss: 0.0311984 | val_loss: 0.0311994 | Time: 2052.77 ms
[2022-04-18 16:49:02 main:574] : INFO : Epoch 1713 | loss: 0.0311984 | val_loss: 0.0312007 | Time: 2054.09 ms
[2022-04-18 16:49:04 main:574] : INFO : Epoch 1714 | loss: 0.0312004 | val_loss: 0.0312015 | Time: 2081.13 ms
[2022-04-18 16:49:06 main:574] : INFO : Epoch 1715 | loss: 0.031199 | val_loss: 0.0311983 | Time: 2054.7 ms
[2022-04-18 16:49:08 main:574] : INFO : Epoch 1716 | loss: 0.031198 | val_loss: 0.0311984 | Time: 2026.02 ms
[2022-04-18 16:49:10 main:574] : INFO : Epoch 1717 | loss: 0.0311982 | val_loss: 0.0311992 | Time: 2109.27 ms
[2022-04-18 16:49:12 main:574] : INFO : Epoch 1718 | loss: 0.0311989 | val_loss: 0.0312006 | Time: 2049.73 ms
[2022-04-18 16:49:14 main:574] : INFO : Epoch 1719 | loss: 0.0311986 | val_loss: 0.031202 | Time: 2079.54 ms
[2022-04-18 16:49:16 main:574] : INFO : Epoch 1720 | loss: 0.0311982 | val_loss: 0.0311995 | Time: 2067.54 ms
[2022-04-18 16:49:19 main:574] : INFO : Epoch 1721 | loss: 0.0311987 | val_loss: 0.0311989 | Time: 2058.83 ms
[2022-04-18 16:49:21 main:574] : INFO : Epoch 1722 | loss: 0.0311974 | val_loss: 0.0311977 | Time: 2057.28 ms
[2022-04-18 16:49:23 main:574] : INFO : Epoch 1723 | loss: 0.0311975 | val_loss: 0.0311992 | Time: 2049.06 ms
[2022-04-18 16:49:25 main:574] : INFO : Epoch 1724 | loss: 0.0311984 | val_loss: 0.0311991 | Time: 2041.69 ms
[2022-04-18 16:49:27 main:574] : INFO : Epoch 1725 | loss: 0.0311984 | val_loss: 0.0311978 | Time: 2071.86 ms
[2022-04-18 16:49:29 main:574] : INFO : Epoch 1726 | loss: 0.0311978 | val_loss: 0.0312005 | Time: 2072.98 ms
[2022-04-18 16:49:31 main:574] : INFO : Epoch 1727 | loss: 0.0311977 | val_loss: 0.0311982 | Time: 2013.01 ms
[2022-04-18 16:49:33 main:574] : INFO : Epoch 1728 | loss: 0.0311973 | val_loss: 0.0311981 | Time: 2052.16 ms
[2022-04-18 16:49:35 main:574] : INFO : Epoch 1729 | loss: 0.0311968 | val_loss: 0.0311977 | Time: 2052.45 ms
[2022-04-18 16:49:37 main:574] : INFO : Epoch 1730 | loss: 0.031197 | val_loss: 0.0311997 | Time: 2041.82 ms
[2022-04-18 16:49:40 main:574] : INFO : Epoch 1731 | loss: 0.0311983 | val_loss: 0.0311985 | Time: 2053.45 ms
[2022-04-18 16:49:42 main:574] : INFO : Epoch 1732 | loss: 0.0311984 | val_loss: 0.0311983 | Time: 2054.38 ms
[2022-04-18 16:49:44 main:574] : INFO : Epoch 1733 | loss: 0.0311982 | val_loss: 0.0311977 | Time: 2055.01 ms
[2022-04-18 16:49:46 main:574] : INFO : Epoch 1734 | loss: 0.0311979 | val_loss: 0.0312007 | Time: 2040.46 ms
[2022-04-18 16:49:48 main:574] : INFO : Epoch 1735 | loss: 0.0311995 | val_loss: 0.031199 | Time: 2037.86 ms
[2022-04-18 16:49:50 main:574] : INFO : Epoch 1736 | loss: 0.0311985 | val_loss: 0.0311983 | Time: 2051.08 ms
[2022-04-18 16:49:52 main:574] : INFO : Epoch 1737 | loss: 0.0311981 | val_loss: 0.0311973 | Time: 2060.28 ms
[2022-04-18 16:49:54 main:574] : INFO : Epoch 1738 | loss: 0.031197 | val_loss: 0.031197 | Time: 2042.29 ms
[2022-04-18 16:49:56 main:574] : INFO : Epoch 1739 | loss: 0.0311981 | val_loss: 0.0311968 | Time: 2031.19 ms
[2022-04-18 16:49:59 main:574] : INFO : Epoch 1740 | loss: 0.0311971 | val_loss: 0.0311966 | Time: 2069.34 ms
[2022-04-18 16:50:01 main:574] : INFO : Epoch 1741 | loss: 0.0311983 | val_loss: 0.0311963 | Time: 2044.7 ms
[2022-04-18 16:50:03 main:574] : INFO : Epoch 1742 | loss: 0.031198 | val_loss: 0.0311981 | Time: 2051.04 ms
[2022-04-18 16:50:05 main:574] : INFO : Epoch 1743 | loss: 0.0311966 | val_loss: 0.0311966 | Time: 2051.12 ms
[2022-04-18 16:50:07 main:574] : INFO : Epoch 1744 | loss: 0.031197 | val_loss: 0.0311965 | Time: 2072.75 ms
[2022-04-18 16:50:09 main:574] : INFO : Epoch 1745 | loss: 0.0311973 | val_loss: 0.0311992 | Time: 2038.4 ms
[2022-04-18 16:50:11 main:574] : INFO : Epoch 1746 | loss: 0.0311978 | val_loss: 0.0311967 | Time: 2086.64 ms
[2022-04-18 16:50:13 main:574] : INFO : Epoch 1747 | loss: 0.0311979 | val_loss: 0.0311962 | Time: 2043.5 ms
[2022-04-18 16:50:15 main:574] : INFO : Epoch 1748 | loss: 0.0311977 | val_loss: 0.031198 | Time: 2066.46 ms
[2022-04-18 16:50:17 main:574] : INFO : Epoch 1749 | loss: 0.0311968 | val_loss: 0.0311968 | Time: 2026.52 ms
[2022-04-18 16:50:20 main:574] : INFO : Epoch 1750 | loss: 0.0311962 | val_loss: 0.0311967 | Time: 2049.38 ms
[2022-04-18 16:50:22 main:574] : INFO : Epoch 1751 | loss: 0.0311967 | val_loss: 0.031196 | Time: 2075.4 ms
[2022-04-18 16:50:24 main:574] : INFO : Epoch 1752 | loss: 0.0311965 | val_loss: 0.0311959 | Time: 2056.75 ms
[2022-04-18 16:50:26 main:574] : INFO : Epoch 1753 | loss: 0.0311976 | val_loss: 0.031198 | Time: 2059.06 ms
[2022-04-18 16:50:28 main:574] : INFO : Epoch 1754 | loss: 0.0311969 | val_loss: 0.0311959 | Time: 2038.95 ms
[2022-04-18 16:50:30 main:574] : INFO : Epoch 1755 | loss: 0.0311971 | val_loss: 0.0311972 | Time: 2036.89 ms
[2022-04-18 16:50:32 main:574] : INFO : Epoch 1756 | loss: 0.0311975 | val_loss: 0.0311987 | Time: 2074.95 ms
[2022-04-18 16:50:34 main:574] : INFO : Epoch 1757 | loss: 0.0311975 | val_loss: 0.0311959 | Time: 2058.4 ms
[2022-04-18 16:50:37 main:574] : INFO : Epoch 1758 | loss: 0.0311965 | val_loss: 0.0311967 | Time: 2065.84 ms
[2022-04-18 16:50:39 main:574] : INFO : Epoch 1759 | loss: 0.0312106 | val_loss: 0.0312566 | Time: 2087.65 ms
[2022-04-18 16:50:41 main:574] : INFO : Epoch 1760 | loss: 0.0312754 | val_loss: 0.0312537 | Time: 2050.95 ms
[2022-04-18 16:50:43 main:574] : INFO : Epoch 1761 | loss: 0.0312509 | val_loss: 0.0312346 | Time: 2021.63 ms
[2022-04-18 16:50:45 main:574] : INFO : Epoch 1762 | loss: 0.0312345 | val_loss: 0.0312249 | Time: 2015.7 ms
[2022-04-18 16:50:47 main:574] : INFO : Epoch 1763 | loss: 0.0312324 | val_loss: 0.0312255 | Time: 2032.67 ms
[2022-04-18 16:50:49 main:574] : INFO : Epoch 1764 | loss: 0.0312294 | val_loss: 0.0312215 | Time: 2035.01 ms
[2022-04-18 16:50:51 main:574] : INFO : Epoch 1765 | loss: 0.0312283 | val_loss: 0.0312244 | Time: 2031.87 ms
[2022-04-18 16:50:53 main:574] : INFO : Epoch 1766 | loss: 0.0312292 | val_loss: 0.0312275 | Time: 2029.74 ms
[2022-04-18 16:50:55 main:574] : INFO : Epoch 1767 | loss: 0.0312249 | val_loss: 0.0312238 | Time: 2024.83 ms
[2022-04-18 16:50:58 main:574] : INFO : Epoch 1768 | loss: 0.0312237 | val_loss: 0.0312188 | Time: 2029.12 ms
[2022-04-18 16:51:00 main:574] : INFO : Epoch 1769 | loss: 0.0312213 | val_loss: 0.0312215 | Time: 2022.68 ms
[2022-04-18 16:51:02 main:574] : INFO : Epoch 1770 | loss: 0.0312222 | val_loss: 0.0312188 | Time: 2018.5 ms
[2022-04-18 16:51:04 main:574] : INFO : Epoch 1771 | loss: 0.0312199 | val_loss: 0.0312164 | Time: 1985.57 ms
[2022-04-18 16:51:06 main:574] : INFO : Epoch 1772 | loss: 0.0312196 | val_loss: 0.0312174 | Time: 2018.07 ms
[2022-04-18 16:51:08 main:574] : INFO : Epoch 1773 | loss: 0.031219 | val_loss: 0.0312172 | Time: 2020.68 ms
[2022-04-18 16:51:10 main:574] : INFO : Epoch 1774 | loss: 0.0312194 | val_loss: 0.0312171 | Time: 2029.36 ms
[2022-04-18 16:51:12 main:574] : INFO : Epoch 1775 | loss: 0.0312191 | val_loss: 0.0312153 | Time: 2009.53 ms
[2022-04-18 16:51:14 main:574] : INFO : Epoch 1776 | loss: 0.0312186 | val_loss: 0.0312125 | Time: 2025.8 ms
[2022-04-18 16:51:16 main:574] : INFO : Epoch 1777 | loss: 0.0312157 | val_loss: 0.0312117 | Time: 2011.6 ms
[2022-04-18 16:51:18 main:574] : INFO : Epoch 1778 | loss: 0.031217 | val_loss: 0.0312112 | Time: 2029.34 ms
[2022-04-18 16:51:20 main:574] : INFO : Epoch 1779 | loss: 0.0312163 | val_loss: 0.031213 | Time: 2023.94 ms
[2022-04-18 16:51:22 main:574] : INFO : Epoch 1780 | loss: 0.031215 | val_loss: 0.0312142 | Time: 2016.83 ms
[2022-04-18 16:51:25 main:574] : INFO : Epoch 1781 | loss: 0.0312145 | val_loss: 0.0312101 | Time: 2015.45 ms
[2022-04-18 16:51:27 main:574] : INFO : Epoch 1782 | loss: 0.0312144 | val_loss: 0.0312113 | Time: 2020.04 ms
[2022-04-18 16:51:29 main:574] : INFO : Epoch 1783 | loss: 0.0312138 | val_loss: 0.0312098 | Time: 2016.66 ms
[2022-04-18 16:51:31 main:574] : INFO : Epoch 1784 | loss: 0.0312122 | val_loss: 0.0312089 | Time: 2025.72 ms
[2022-04-18 16:51:33 main:574] : INFO : Epoch 1785 | loss: 0.0312121 | val_loss: 0.0312092 | Time: 2027.72 ms
[2022-04-18 16:51:35 main:574] : INFO : Epoch 1786 | loss: 0.0312154 | val_loss: 0.0312133 | Time: 2028.34 ms
[2022-04-18 16:51:37 main:574] : INFO : Epoch 1787 | loss: 0.0312125 | val_loss: 0.0312085 | Time: 2016.13 ms
[2022-04-18 16:51:39 main:574] : INFO : Epoch 1788 | loss: 0.0312134 | val_loss: 0.0312124 | Time: 2027.38 ms
[2022-04-18 16:51:41 main:574] : INFO : Epoch 1789 | loss: 0.0312152 | val_loss: 0.031208 | Time: 2023.08 ms
[2022-04-18 16:51:43 main:574] : INFO : Epoch 1790 | loss: 0.0312125 | val_loss: 0.0312102 | Time: 2022.39 ms
[2022-04-18 16:51:45 main:574] : INFO : Epoch 1791 | loss: 0.031213 | val_loss: 0.0312073 | Time: 2025.65 ms
[2022-04-18 16:51:47 main:574] : INFO : Epoch 1792 | loss: 0.0312102 | val_loss: 0.0312055 | Time: 2026.94 ms
[2022-04-18 16:51:49 main:574] : INFO : Epoch 1793 | loss: 0.0312092 | val_loss: 0.0312076 | Time: 2015.51 ms
[2022-04-18 16:51:52 main:574] : INFO : Epoch 1794 | loss: 0.03121 | val_loss: 0.0312063 | Time: 2014.05 ms
[2022-04-18 16:51:54 main:574] : INFO : Epoch 1795 | loss: 0.031209 | val_loss: 0.0312061 | Time: 2025.2 ms
[2022-04-18 16:51:56 main:574] : INFO : Epoch 1796 | loss: 0.0312123 | val_loss: 0.031206 | Time: 2029.51 ms
[2022-04-18 16:51:58 main:574] : INFO : Epoch 1797 | loss: 0.0312093 | val_loss: 0.031206 | Time: 2029.97 ms
[2022-04-18 16:52:00 main:574] : INFO : Epoch 1798 | loss: 0.0312131 | val_loss: 0.0312154 | Time: 2040.3 ms
[2022-04-18 16:52:02 main:574] : INFO : Epoch 1799 | loss: 0.0312147 | val_loss: 0.0312046 | Time: 2017.37 ms
[2022-04-18 16:52:04 main:574] : INFO : Epoch 1800 | loss: 0.0312103 | val_loss: 0.0312058 | Time: 2023.7 ms
[2022-04-18 16:52:06 main:574] : INFO : Epoch 1801 | loss: 0.0312099 | val_loss: 0.0312041 | Time: 2017.07 ms
[2022-04-18 16:52:08 main:574] : INFO : Epoch 1802 | loss: 0.0312107 | val_loss: 0.0312082 | Time: 2032.43 ms
[2022-04-18 16:52:10 main:574] : INFO : Epoch 1803 | loss: 0.0312143 | val_loss: 0.0312054 | Time: 2027.63 ms
[2022-04-18 16:52:12 main:574] : INFO : Epoch 1804 | loss: 0.0312163 | val_loss: 0.0312054 | Time: 2025.8 ms
[2022-04-18 16:52:14 main:574] : INFO : Epoch 1805 | loss: 0.0312107 | val_loss: 0.0312051 | Time: 2014.89 ms
[2022-04-18 16:52:17 main:574] : INFO : Epoch 1806 | loss: 0.0312097 | val_loss: 0.0312048 | Time: 2028.28 ms
[2022-04-18 16:52:19 main:574] : INFO : Epoch 1807 | loss: 0.0312109 | val_loss: 0.0312051 | Time: 2027.14 ms
[2022-04-18 16:52:21 main:574] : INFO : Epoch 1808 | loss: 0.0312084 | val_loss: 0.0312055 | Time: 2014.34 ms
[2022-04-18 16:52:23 main:574] : INFO : Epoch 1809 | loss: 0.0312163 | val_loss: 0.0312092 | Time: 2017.02 ms
[2022-04-18 16:52:25 main:574] : INFO : Epoch 1810 | loss: 0.0312117 | val_loss: 0.0312068 | Time: 2007.23 ms
[2022-04-18 16:52:27 main:574] : INFO : Epoch 1811 | loss: 0.03121 | val_loss: 0.0312043 | Time: 2022.66 ms
[2022-04-18 16:52:29 main:574] : INFO : Epoch 1812 | loss: 0.0312104 | val_loss: 0.0312042 | Time: 2020.35 ms
[2022-04-18 16:52:31 main:574] : INFO : Epoch 1813 | loss: 0.0312092 | val_loss: 0.0312111 | Time: 2024.32 ms
[2022-04-18 16:52:33 main:574] : INFO : Epoch 1814 | loss: 0.0312092 | val_loss: 0.0312068 | Time: 2019.09 ms
[2022-04-18 16:52:35 main:574] : INFO : Epoch 1815 | loss: 0.031208 | val_loss: 0.0312084 | Time: 2005.31 ms
[2022-04-18 16:52:37 main:574] : INFO : Epoch 1816 | loss: 0.0312069 | val_loss: 0.0312047 | Time: 2024.84 ms
[2022-04-18 16:52:39 main:574] : INFO : Epoch 1817 | loss: 0.0312078 | val_loss: 0.031207 | Time: 2021.56 ms
[2022-04-18 16:52:41 main:574] : INFO : Epoch 1818 | loss: 0.0312088 | val_loss: 0.031204 | Time: 2027.69 ms
[2022-04-18 16:52:44 main:574] : INFO : Epoch 1819 | loss: 0.0312093 | val_loss: 0.0312038 | Time: 2034.01 ms
[2022-04-18 16:52:46 main:574] : INFO : Epoch 1820 | loss: 0.0312087 | val_loss: 0.0312093 | Time: 2026.63 ms
[2022-04-18 16:52:48 main:574] : INFO : Epoch 1821 | loss: 0.0312114 | val_loss: 0.0312054 | Time: 2031.07 ms
[2022-04-18 16:52:50 main:574] : INFO : Epoch 1822 | loss: 0.0312071 | val_loss: 0.0312031 | Time: 2012.05 ms
[2022-04-18 16:52:52 main:574] : INFO : Epoch 1823 | loss: 0.0312085 | val_loss: 0.0312128 | Time: 2033.64 ms
[2022-04-18 16:52:54 main:574] : INFO : Epoch 1824 | loss: 0.0312121 | val_loss: 0.0312076 | Time: 2029.49 ms
[2022-04-18 16:52:56 main:574] : INFO : Epoch 1825 | loss: 0.031212 | val_loss: 0.0312188 | Time: 2020.45 ms
[2022-04-18 16:52:58 main:574] : INFO : Epoch 1826 | loss: 0.031216 | val_loss: 0.0312076 | Time: 2028.42 ms
[2022-04-18 16:53:00 main:574] : INFO : Epoch 1827 | loss: 0.0312092 | val_loss: 0.031204 | Time: 2029.26 ms
[2022-04-18 16:53:02 main:574] : INFO : Epoch 1828 | loss: 0.0312073 | val_loss: 0.0312059 | Time: 2030.76 ms
[2022-04-18 16:53:05 main:574] : INFO : Epoch 1829 | loss: 0.0312074 | val_loss: 0.0312033 | Time: 2018.52 ms
[2022-04-18 16:53:07 main:574] : INFO : Epoch 1830 | loss: 0.0312089 | val_loss: 0.0312125 | Time: 2028.74 ms
[2022-04-18 16:53:09 main:574] : INFO : Epoch 1831 | loss: 0.031215 | val_loss: 0.0312083 | Time: 2029.02 ms
[2022-04-18 16:53:11 main:574] : INFO : Epoch 1832 | loss: 0.0312127 | val_loss: 0.0312035 | Time: 2014.4 ms
[2022-04-18 16:53:13 main:574] : INFO : Epoch 1833 | loss: 0.0312077 | val_loss: 0.0312026 | Time: 2031.84 ms
[2022-04-18 16:53:15 main:574] : INFO : Epoch 1834 | loss: 0.0312072 | val_loss: 0.0312036 | Time: 2023.34 ms
[2022-04-18 16:53:17 main:574] : INFO : Epoch 1835 | loss: 0.0312084 | val_loss: 0.0312094 | Time: 2003.87 ms
[2022-04-18 16:53:19 main:574] : INFO : Epoch 1836 | loss: 0.0312092 | val_loss: 0.0312029 | Time: 2011.48 ms
[2022-04-18 16:53:21 main:574] : INFO : Epoch 1837 | loss: 0.0312091 | val_loss: 0.0312022 | Time: 2023.16 ms
[2022-04-18 16:53:23 main:574] : INFO : Epoch 1838 | loss: 0.0312094 | val_loss: 0.0312056 | Time: 2028.85 ms
[2022-04-18 16:53:25 main:574] : INFO : Epoch 1839 | loss: 0.0312103 | val_loss: 0.0312032 | Time: 2018.73 ms
[2022-04-18 16:53:27 main:574] : INFO : Epoch 1840 | loss: 0.031211 | val_loss: 0.0312058 | Time: 2017.66 ms
[2022-04-18 16:53:30 main:574] : INFO : Epoch 1841 | loss: 0.0312107 | val_loss: 0.0312056 | Time: 2024.41 ms
[2022-04-18 16:53:32 main:574] : INFO : Epoch 1842 | loss: 0.031212 | val_loss: 0.0312032 | Time: 2022.81 ms
[2022-04-18 16:53:34 main:574] : INFO : Epoch 1843 | loss: 0.0312144 | val_loss: 0.0312117 | Time: 2031.71 ms
[2022-04-18 16:53:36 main:574] : INFO : Epoch 1844 | loss: 0.0312115 | val_loss: 0.0312046 | Time: 2020.78 ms
[2022-04-18 16:53:38 main:574] : INFO : Epoch 1845 | loss: 0.0312115 | val_loss: 0.0312062 | Time: 2028.26 ms
[2022-04-18 16:53:40 main:574] : INFO : Epoch 1846 | loss: 0.0312097 | val_loss: 0.0312052 | Time: 2026 ms
[2022-04-18 16:53:42 main:574] : INFO : Epoch 1847 | loss: 0.0312135 | val_loss: 0.0312033 | Time: 2030.46 ms
[2022-04-18 16:53:44 main:574] : INFO : Epoch 1848 | loss: 0.0312072 | val_loss: 0.0312053 | Time: 2018.78 ms
[2022-04-18 16:53:46 main:574] : INFO : Epoch 1849 | loss: 0.0312078 | val_loss: 0.0312025 | Time: 2025.07 ms
[2022-04-18 16:53:48 main:574] : INFO : Epoch 1850 | loss: 0.0312073 | val_loss: 0.031202 | Time: 2021.88 ms
[2022-04-18 16:53:50 main:574] : INFO : Epoch 1851 | loss: 0.0312085 | val_loss: 0.031205 | Time: 2027.64 ms
[2022-04-18 16:53:52 main:574] : INFO : Epoch 1852 | loss: 0.0312065 | val_loss: 0.0312015 | Time: 2021.31 ms
[2022-04-18 16:53:55 main:574] : INFO : Epoch 1853 | loss: 0.0312058 | val_loss: 0.0312082 | Time: 2027.91 ms
[2022-04-18 16:53:57 main:574] : INFO : Epoch 1854 | loss: 0.0312068 | val_loss: 0.0312015 | Time: 2022.71 ms
[2022-04-18 16:53:59 main:574] : INFO : Epoch 1855 | loss: 0.0312068 | val_loss: 0.0312028 | Time: 2032.14 ms
[2022-04-18 16:54:01 main:574] : INFO : Epoch 1856 | loss: 0.0312075 | val_loss: 0.0312014 | Time: 2019.5 ms
[2022-04-18 16:54:03 main:574] : INFO : Epoch 1857 | loss: 0.0312046 | val_loss: 0.0312019 | Time: 2003.8 ms
[2022-04-18 16:54:05 main:574] : INFO : Epoch 1858 | loss: 0.0312073 | val_loss: 0.0312039 | Time: 2015.18 ms
[2022-04-18 16:54:07 main:574] : INFO : Epoch 1859 | loss: 0.0312095 | val_loss: 0.0312081 | Time: 2018.88 ms
[2022-04-18 16:54:09 main:574] : INFO : Epoch 1860 | loss: 0.0312083 | val_loss: 0.0312041 | Time: 2027.23 ms
[2022-04-18 16:54:11 main:574] : INFO : Epoch 1861 | loss: 0.0312068 | val_loss: 0.031204 | Time: 2023.88 ms
[2022-04-18 16:54:13 main:574] : INFO : Epoch 1862 | loss: 0.0312172 | val_loss: 0.0312184 | Time: 2024.87 ms
[2022-04-18 16:54:15 main:574] : INFO : Epoch 1863 | loss: 0.0312271 | val_loss: 0.0312248 | Time: 2028.28 ms
[2022-04-18 16:54:17 main:574] : INFO : Epoch 1864 | loss: 0.0312183 | val_loss: 0.0312151 | Time: 2022.91 ms
[2022-04-18 16:54:20 main:574] : INFO : Epoch 1865 | loss: 0.0312152 | val_loss: 0.0312064 | Time: 2039.07 ms
[2022-04-18 16:54:22 main:574] : INFO : Epoch 1866 | loss: 0.0312151 | val_loss: 0.0312086 | Time: 2020.4 ms
[2022-04-18 16:54:24 main:574] : INFO : Epoch 1867 | loss: 0.0312119 | val_loss: 0.0312076 | Time: 2026.26 ms
[2022-04-18 16:54:26 main:574] : INFO : Epoch 1868 | loss: 0.0312126 | val_loss: 0.0312037 | Time: 2019.53 ms
[2022-04-18 16:54:28 main:574] : INFO : Epoch 1869 | loss: 0.0312119 | val_loss: 0.0312031 | Time: 2031.79 ms
[2022-04-18 16:54:30 main:574] : INFO : Epoch 1870 | loss: 0.0312111 | val_loss: 0.0312066 | Time: 2018.09 ms
[2022-04-18 16:54:32 main:574] : INFO : Epoch 1871 | loss: 0.0312072 | val_loss: 0.031204 | Time: 2023.64 ms
[2022-04-18 16:54:34 main:574] : INFO : Epoch 1872 | loss: 0.0312054 | val_loss: 0.0312038 | Time: 2015.91 ms
[2022-04-18 16:54:36 main:574] : INFO : Epoch 1873 | loss: 0.0312067 | val_loss: 0.0312032 | Time: 2021.85 ms
[2022-04-18 16:54:38 main:574] : INFO : Epoch 1874 | loss: 0.031207 | val_loss: 0.0312016 | Time: 2018.75 ms
[2022-04-18 16:54:40 main:574] : INFO : Epoch 1875 | loss: 0.0312082 | val_loss: 0.0312018 | Time: 2030.37 ms
[2022-04-18 16:54:42 main:574] : INFO : Epoch 1876 | loss: 0.0312078 | val_loss: 0.0312119 | Time: 2023.09 ms
[2022-04-18 16:54:45 main:574] : INFO : Epoch 1877 | loss: 0.0312092 | val_loss: 0.031203 | Time: 2015.24 ms
[2022-04-18 16:54:47 main:574] : INFO : Epoch 1878 | loss: 0.0312075 | val_loss: 0.0312024 | Time: 2009.32 ms
[2022-04-18 16:54:49 main:574] : INFO : Epoch 1879 | loss: 0.0312048 | val_loss: 0.0312046 | Time: 2026.27 ms
[2022-04-18 16:54:51 main:574] : INFO : Epoch 1880 | loss: 0.0312051 | val_loss: 0.0312012 | Time: 2018 ms
[2022-04-18 16:54:53 main:574] : INFO : Epoch 1881 | loss: 0.0312058 | val_loss: 0.0312013 | Time: 2021.55 ms
[2022-04-18 16:54:55 main:574] : INFO : Epoch 1882 | loss: 0.031206 | val_loss: 0.0312059 | Time: 2019.35 ms
[2022-04-18 16:54:57 main:574] : INFO : Epoch 1883 | loss: 0.0312071 | val_loss: 0.0312048 | Time: 2025.49 ms
[2022-04-18 16:54:59 main:574] : INFO : Epoch 1884 | loss: 0.0312063 | val_loss: 0.0312015 | Time: 2019.04 ms
[2022-04-18 16:55:01 main:574] : INFO : Epoch 1885 | loss: 0.0312061 | val_loss: 0.0312023 | Time: 2022.71 ms
[2022-04-18 16:55:03 main:574] : INFO : Epoch 1886 | loss: 0.0312049 | val_loss: 0.0312015 | Time: 2026.63 ms
[2022-04-18 16:55:05 main:574] : INFO : Epoch 1887 | loss: 0.0312051 | val_loss: 0.0312019 | Time: 2025.96 ms
[2022-04-18 16:55:07 main:574] : INFO : Epoch 1888 | loss: 0.0312066 | val_loss: 0.0312055 | Time: 2018.26 ms
[2022-04-18 16:55:09 main:574] : INFO : Epoch 1889 | loss: 0.0312056 | val_loss: 0.0312022 | Time: 2018.59 ms
[2022-04-18 16:55:12 main:574] : INFO : Epoch 1890 | loss: 0.0312043 | val_loss: 0.0312012 | Time: 2019.71 ms
[2022-04-18 16:55:14 main:574] : INFO : Epoch 1891 | loss: 0.0312042 | val_loss: 0.0312035 | Time: 2015.55 ms
[2022-04-18 16:55:16 main:574] : INFO : Epoch 1892 | loss: 0.0312045 | val_loss: 0.0312006 | Time: 2018.7 ms
[2022-04-18 16:55:18 main:574] : INFO : Epoch 1893 | loss: 0.0312035 | val_loss: 0.0312004 | Time: 2022.68 ms
[2022-04-18 16:55:20 main:574] : INFO : Epoch 1894 | loss: 0.031205 | val_loss: 0.0312029 | Time: 2042.71 ms
[2022-04-18 16:55:22 main:574] : INFO : Epoch 1895 | loss: 0.0312038 | val_loss: 0.0312014 | Time: 2017.75 ms
[2022-04-18 16:55:24 main:574] : INFO : Epoch 1896 | loss: 0.0312045 | val_loss: 0.0312011 | Time: 2016.34 ms
[2022-04-18 16:55:26 main:574] : INFO : Epoch 1897 | loss: 0.0312043 | val_loss: 0.0312007 | Time: 2019.34 ms
[2022-04-18 16:55:28 main:574] : INFO : Epoch 1898 | loss: 0.0312046 | val_loss: 0.0312012 | Time: 2036.87 ms
[2022-04-18 16:55:30 main:574] : INFO : Epoch 1899 | loss: 0.0312034 | val_loss: 0.0312009 | Time: 2014.9 ms
[2022-04-18 16:55:32 main:574] : INFO : Epoch 1900 | loss: 0.0312025 | val_loss: 0.031201 | Time: 2071.29 ms
[2022-04-18 16:55:34 main:574] : INFO : Epoch 1901 | loss: 0.0312044 | val_loss: 0.0312035 | Time: 2018.74 ms
[2022-04-18 16:55:37 main:574] : INFO : Epoch 1902 | loss: 0.0312048 | val_loss: 0.0312009 | Time: 2028.54 ms
[2022-04-18 16:55:39 main:574] : INFO : Epoch 1903 | loss: 0.0312036 | val_loss: 0.0312032 | Time: 2019.98 ms
[2022-04-18 16:55:41 main:574] : INFO : Epoch 1904 | loss: 0.0312047 | val_loss: 0.0312042 | Time: 2009.26 ms
[2022-04-18 16:55:43 main:574] : INFO : Epoch 1905 | loss: 0.0312031 | val_loss: 0.0312007 | Time: 2034.06 ms
[2022-04-18 16:55:45 main:574] : INFO : Epoch 1906 | loss: 0.0312026 | val_loss: 0.0312007 | Time: 2020.02 ms
[2022-04-18 16:55:47 main:574] : INFO : Epoch 1907 | loss: 0.0312044 | val_loss: 0.031204 | Time: 2019.52 ms
[2022-04-18 16:55:49 main:574] : INFO : Epoch 1908 | loss: 0.0312044 | val_loss: 0.0312006 | Time: 2024.1 ms
[2022-04-18 16:55:51 main:574] : INFO : Epoch 1909 | loss: 0.0312052 | val_loss: 0.0312023 | Time: 2027.08 ms
[2022-04-18 16:55:53 main:574] : INFO : Epoch 1910 | loss: 0.0312044 | val_loss: 0.031202 | Time: 2023.4 ms
[2022-04-18 16:55:55 main:574] : INFO : Epoch 1911 | loss: 0.0312036 | val_loss: 0.0312018 | Time: 2007.65 ms
[2022-04-18 16:55:57 main:574] : INFO : Epoch 1912 | loss: 0.0312028 | val_loss: 0.031202 | Time: 2021.44 ms
[2022-04-18 16:56:00 main:574] : INFO : Epoch 1913 | loss: 0.0312023 | val_loss: 0.0312039 | Time: 2016.63 ms
[2022-04-18 16:56:02 main:574] : INFO : Epoch 1914 | loss: 0.0312029 | val_loss: 0.0312024 | Time: 2015.05 ms
[2022-04-18 16:56:04 main:574] : INFO : Epoch 1915 | loss: 0.031203 | val_loss: 0.0312014 | Time: 2031.87 ms
[2022-04-18 16:56:06 main:574] : INFO : Epoch 1916 | loss: 0.0312027 | val_loss: 0.0312049 | Time: 2008.12 ms
[2022-04-18 16:56:08 main:574] : INFO : Epoch 1917 | loss: 0.0312045 | val_loss: 0.0312018 | Time: 2016.75 ms
[2022-04-18 16:56:10 main:574] : INFO : Epoch 1918 | loss: 0.031204 | val_loss: 0.0312089 | Time: 2024.13 ms
[2022-04-18 16:56:12 main:574] : INFO : Epoch 1919 | loss: 0.0312063 | val_loss: 0.0312018 | Time: 2023.64 ms
[2022-04-18 16:56:14 main:574] : INFO : Epoch 1920 | loss: 0.0312049 | val_loss: 0.0312011 | Time: 2027.12 ms
[2022-04-18 16:56:16 main:574] : INFO : Epoch 1921 | loss: 0.0312037 | val_loss: 0.0312036 | Time: 2037.84 ms
[2022-04-18 16:56:18 main:574] : INFO : Epoch 1922 | loss: 0.0312043 | val_loss: 0.0312023 | Time: 2053.79 ms
[2022-04-18 16:56:20 main:574] : INFO : Epoch 1923 | loss: 0.031202 | val_loss: 0.0312008 | Time: 2009.33 ms
[2022-04-18 16:56:23 main:574] : INFO : Epoch 1924 | loss: 0.0312018 | val_loss: 0.0312014 | Time: 2017.16 ms
[2022-04-18 16:56:25 main:574] : INFO : Epoch 1925 | loss: 0.0312037 | val_loss: 0.0312007 | Time: 2025.94 ms
[2022-04-18 16:56:27 main:574] : INFO : Epoch 1926 | loss: 0.0312033 | val_loss: 0.0312048 | Time: 2016.43 ms
[2022-04-18 16:56:29 main:574] : INFO : Epoch 1927 | loss: 0.0312039 | val_loss: 0.0312021 | Time: 2004.86 ms
[2022-04-18 16:56:31 main:574] : INFO : Epoch 1928 | loss: 0.0312028 | val_loss: 0.031201 | Time: 2028.82 ms
[2022-04-18 16:56:33 main:574] : INFO : Epoch 1929 | loss: 0.0312053 | val_loss: 0.0312074 | Time: 2020.9 ms
[2022-04-18 16:56:35 main:574] : INFO : Epoch 1930 | loss: 0.0312038 | val_loss: 0.0312038 | Time: 2013.04 ms
[2022-04-18 16:56:37 main:574] : INFO : Epoch 1931 | loss: 0.0312035 | val_loss: 0.0312016 | Time: 2018.11 ms
[2022-04-18 16:56:39 main:574] : INFO : Epoch 1932 | loss: 0.0312039 | val_loss: 0.0312005 | Time: 2001.2 ms
[2022-04-18 16:56:41 main:574] : INFO : Epoch 1933 | loss: 0.0312022 | val_loss: 0.0312007 | Time: 2020.09 ms
[2022-04-18 16:56:43 main:574] : INFO : Epoch 1934 | loss: 0.0312023 | val_loss: 0.0312006 | Time: 2026.43 ms
[2022-04-18 16:56:45 main:574] : INFO : Epoch 1935 | loss: 0.0312018 | val_loss: 0.0312004 | Time: 2017.93 ms
[2022-04-18 16:56:47 main:574] : INFO : Epoch 1936 | loss: 0.0312026 | val_loss: 0.0312003 | Time: 2014.82 ms
[2022-04-18 16:56:50 main:574] : INFO : Epoch 1937 | loss: 0.031202 | val_loss: 0.0312042 | Time: 2018.34 ms
[2022-04-18 16:56:52 main:574] : INFO : Epoch 1938 | loss: 0.0312045 | val_loss: 0.0312014 | Time: 2026.02 ms
[2022-04-18 16:56:54 main:574] : INFO : Epoch 1939 | loss: 0.0312029 | val_loss: 0.0312035 | Time: 2030.7 ms
[2022-04-18 16:56:56 main:574] : INFO : Epoch 1940 | loss: 0.031205 | val_loss: 0.031201 | Time: 2017.42 ms
[2022-04-18 16:56:58 main:574] : INFO : Epoch 1941 | loss: 0.0312056 | val_loss: 0.0312035 | Time: 2017.55 ms
[2022-04-18 16:57:00 main:574] : INFO : Epoch 1942 | loss: 0.0312049 | val_loss: 0.0312009 | Time: 2023.36 ms
[2022-04-18 16:57:02 main:574] : INFO : Epoch 1943 | loss: 0.0312027 | val_loss: 0.0312006 | Time: 2012.02 ms
[2022-04-18 16:57:04 main:574] : INFO : Epoch 1944 | loss: 0.0312031 | val_loss: 0.031201 | Time: 2022.03 ms
[2022-04-18 16:57:06 main:574] : INFO : Epoch 1945 | loss: 0.0312042 | val_loss: 0.0312029 | Time: 2025.51 ms
[2022-04-18 16:57:08 main:574] : INFO : Epoch 1946 | loss: 0.0312025 | val_loss: 0.0311999 | Time: 2033.69 ms
[2022-04-18 16:57:10 main:574] : INFO : Epoch 1947 | loss: 0.0312017 | val_loss: 0.0312028 | Time: 2029.85 ms
[2022-04-18 16:57:12 main:574] : INFO : Epoch 1948 | loss: 0.0312022 | val_loss: 0.0312022 | Time: 2019.66 ms
[2022-04-18 16:57:15 main:574] : INFO : Epoch 1949 | loss: 0.0312024 | val_loss: 0.0312027 | Time: 2028.04 ms
[2022-04-18 16:57:17 main:574] : INFO : Epoch 1950 | loss: 0.0312019 | val_loss: 0.0312014 | Time: 2019.38 ms
[2022-04-18 16:57:19 main:574] : INFO : Epoch 1951 | loss: 0.0312037 | val_loss: 0.0312007 | Time: 2020.35 ms
[2022-04-18 16:57:21 main:574] : INFO : Epoch 1952 | loss: 0.0312026 | val_loss: 0.0312022 | Time: 2025.41 ms
[2022-04-18 16:57:23 main:574] : INFO : Epoch 1953 | loss: 0.0312019 | val_loss: 0.0312023 | Time: 2021.57 ms
[2022-04-18 16:57:25 main:574] : INFO : Epoch 1954 | loss: 0.0312021 | val_loss: 0.0312015 | Time: 2023.75 ms
[2022-04-18 16:57:27 main:574] : INFO : Epoch 1955 | loss: 0.0312023 | val_loss: 0.0312 | Time: 2027.26 ms
[2022-04-18 16:57:29 main:574] : INFO : Epoch 1956 | loss: 0.0312018 | val_loss: 0.0312074 | Time: 2021.63 ms
[2022-04-18 16:57:31 main:574] : INFO : Epoch 1957 | loss: 0.0312068 | val_loss: 0.0312074 | Time: 2026.05 ms
[2022-04-18 16:57:33 main:574] : INFO : Epoch 1958 | loss: 0.031203 | val_loss: 0.0312007 | Time: 2026.78 ms
[2022-04-18 16:57:35 main:574] : INFO : Epoch 1959 | loss: 0.0312025 | val_loss: 0.031201 | Time: 2024.62 ms
[2022-04-18 16:57:37 main:574] : INFO : Epoch 1960 | loss: 0.0312042 | val_loss: 0.0312043 | Time: 2026.49 ms
[2022-04-18 16:57:40 main:574] : INFO : Epoch 1961 | loss: 0.0312034 | val_loss: 0.0312002 | Time: 2029.14 ms
[2022-04-18 16:57:42 main:574] : INFO : Epoch 1962 | loss: 0.031203 | val_loss: 0.0312033 | Time: 2024.35 ms
[2022-04-18 16:57:44 main:574] : INFO : Epoch 1963 | loss: 0.031202 | val_loss: 0.0312027 | Time: 2035.05 ms
[2022-04-18 16:57:46 main:574] : INFO : Epoch 1964 | loss: 0.0312043 | val_loss: 0.0312032 | Time: 2025.04 ms
[2022-04-18 16:57:48 main:574] : INFO : Epoch 1965 | loss: 0.0312053 | val_loss: 0.0312015 | Time: 2029.82 ms
[2022-04-18 16:57:50 main:574] : INFO : Epoch 1966 | loss: 0.0312033 | val_loss: 0.0312008 | Time: 2013.83 ms
[2022-04-18 16:57:52 main:574] : INFO : Epoch 1967 | loss: 0.031202 | val_loss: 0.0312009 | Time: 2032.06 ms
[2022-04-18 16:57:54 main:574] : INFO : Epoch 1968 | loss: 0.0312025 | val_loss: 0.0312001 | Time: 2019.42 ms
[2022-04-18 16:57:56 main:574] : INFO : Epoch 1969 | loss: 0.0312031 | val_loss: 0.0312001 | Time: 2014.89 ms
[2022-04-18 16:57:58 main:574] : INFO : Epoch 1970 | loss: 0.0312024 | val_loss: 0.0312047 | Time: 2020.74 ms
[2022-04-18 16:58:00 main:574] : INFO : Epoch 1971 | loss: 0.0312045 | val_loss: 0.0312069 | Time: 2025.8 ms
[2022-04-18 16:58:02 main:574] : INFO : Epoch 1972 | loss: 0.0312045 | val_loss: 0.0312012 | Time: 2020.74 ms
[2022-04-18 16:58:05 main:574] : INFO : Epoch 1973 | loss: 0.0312024 | val_loss: 0.0312029 | Time: 2022.68 ms
[2022-04-18 16:58:07 main:574] : INFO : Epoch 1974 | loss: 0.0312015 | val_loss: 0.0311998 | Time: 2013.31 ms
[2022-04-18 16:58:09 main:574] : INFO : Epoch 1975 | loss: 0.0312029 | val_loss: 0.0312064 | Time: 2025.94 ms
[2022-04-18 16:58:11 main:574] : INFO : Epoch 1976 | loss: 0.031205 | val_loss: 0.0312059 | Time: 2023.48 ms
[2022-04-18 16:58:13 main:574] : INFO : Epoch 1977 | loss: 0.0312057 | val_loss: 0.0312115 | Time: 2032.29 ms
[2022-04-18 16:58:15 main:574] : INFO : Epoch 1978 | loss: 0.0312076 | val_loss: 0.0312008 | Time: 2009.35 ms
[2022-04-18 16:58:17 main:574] : INFO : Epoch 1979 | loss: 0.0312023 | val_loss: 0.0312013 | Time: 2030.1 ms
[2022-04-18 16:58:19 main:574] : INFO : Epoch 1980 | loss: 0.0312024 | val_loss: 0.0312008 | Time: 1992.1 ms
[2022-04-18 16:58:21 main:574] : INFO : Epoch 1981 | loss: 0.0312013 | val_loss: 0.0312001 | Time: 2017.8 ms
[2022-04-18 16:58:23 main:574] : INFO : Epoch 1982 | loss: 0.0312017 | val_loss: 0.031201 | Time: 2025.3 ms
[2022-04-18 16:58:25 main:574] : INFO : Epoch 1983 | loss: 0.0312026 | val_loss: 0.0312003 | Time: 2033.47 ms
[2022-04-18 16:58:27 main:574] : INFO : Epoch 1984 | loss: 0.0312032 | val_loss: 0.0312029 | Time: 2004.31 ms
[2022-04-18 16:58:30 main:574] : INFO : Epoch 1985 | loss: 0.0312026 | val_loss: 0.0312004 | Time: 2027.08 ms
[2022-04-18 16:58:32 main:574] : INFO : Epoch 1986 | loss: 0.0312012 | val_loss: 0.0311997 | Time: 2024.3 ms
[2022-04-18 16:58:34 main:574] : INFO : Epoch 1987 | loss: 0.031201 | val_loss: 0.0312026 | Time: 2020.5 ms
[2022-04-18 16:58:36 main:574] : INFO : Epoch 1988 | loss: 0.031204 | val_loss: 0.0312015 | Time: 2025.9 ms
[2022-04-18 16:58:38 main:574] : INFO : Epoch 1989 | loss: 0.0312024 | val_loss: 0.0311992 | Time: 2024.74 ms
[2022-04-18 16:58:40 main:574] : INFO : Epoch 1990 | loss: 0.0312025 | val_loss: 0.0312044 | Time: 2021.27 ms
[2022-04-18 16:58:42 main:574] : INFO : Epoch 1991 | loss: 0.0312029 | val_loss: 0.0312016 | Time: 2025.59 ms
[2022-04-18 16:58:44 main:574] : INFO : Epoch 1992 | loss: 0.0312036 | val_loss: 0.0312041 | Time: 2023.66 ms
[2022-04-18 16:58:46 main:574] : INFO : Epoch 1993 | loss: 0.0312033 | val_loss: 0.0312048 | Time: 2030.58 ms
[2022-04-18 16:58:48 main:574] : INFO : Epoch 1994 | loss: 0.0312066 | val_loss: 0.0312045 | Time: 2026.64 ms
[2022-04-18 16:58:50 main:574] : INFO : Epoch 1995 | loss: 0.0312035 | val_loss: 0.0312017 | Time: 2011.47 ms
[2022-04-18 16:58:52 main:574] : INFO : Epoch 1996 | loss: 0.0312032 | val_loss: 0.0311994 | Time: 2013.07 ms
[2022-04-18 16:58:55 main:574] : INFO : Epoch 1997 | loss: 0.0312042 | val_loss: 0.0312077 | Time: 2020.77 ms
[2022-04-18 16:58:57 main:574] : INFO : Epoch 1998 | loss: 0.0312044 | val_loss: 0.0312009 | Time: 2008.28 ms
[2022-04-18 16:58:59 main:574] : INFO : Epoch 1999 | loss: 0.031202 | val_loss: 0.0311996 | Time: 2024.43 ms
[2022-04-18 16:59:01 main:574] : INFO : Epoch 2000 | loss: 0.031202 | val_loss: 0.0312001 | Time: 2025.84 ms
[2022-04-18 16:59:03 main:574] : INFO : Epoch 2001 | loss: 0.0312018 | val_loss: 0.0312018 | Time: 2020.35 ms
[2022-04-18 16:59:05 main:574] : INFO : Epoch 2002 | loss: 0.0312035 | val_loss: 0.0312058 | Time: 2009.54 ms
[2022-04-18 16:59:07 main:574] : INFO : Epoch 2003 | loss: 0.031204 | val_loss: 0.0312026 | Time: 2033.33 ms
[2022-04-18 16:59:09 main:574] : INFO : Epoch 2004 | loss: 0.0312014 | val_loss: 0.0311996 | Time: 2019.89 ms
[2022-04-18 16:59:11 main:574] : INFO : Epoch 2005 | loss: 0.0312007 | val_loss: 0.031199 | Time: 2023.51 ms
[2022-04-18 16:59:13 main:574] : INFO : Epoch 2006 | loss: 0.0312028 | val_loss: 0.0312028 | Time: 2019.65 ms
[2022-04-18 16:59:15 main:574] : INFO : Epoch 2007 | loss: 0.0312022 | val_loss: 0.0312017 | Time: 2027.33 ms
[2022-04-18 16:59:17 main:574] : INFO : Epoch 2008 | loss: 0.0312039 | val_loss: 0.0312022 | Time: 2015.07 ms
[2022-04-18 16:59:19 main:574] : INFO : Epoch 2009 | loss: 0.0312044 | val_loss: 0.0312034 | Time: 2021.66 ms
[2022-04-18 16:59:21 main:574] : INFO : Epoch 2010 | loss: 0.0312019 | val_loss: 0.0311991 | Time: 2016.39 ms
[2022-04-18 16:59:24 main:574] : INFO : Epoch 2011 | loss: 0.0312012 | val_loss: 0.031202 | Time: 2034.61 ms
[2022-04-18 16:59:26 main:574] : INFO : Epoch 2012 | loss: 0.0312021 | val_loss: 0.0311994 | Time: 2007.05 ms
[2022-04-18 16:59:28 main:574] : INFO : Epoch 2013 | loss: 0.0312031 | val_loss: 0.0312008 | Time: 2028.46 ms
[2022-04-18 16:59:30 main:574] : INFO : Epoch 2014 | loss: 0.0312018 | val_loss: 0.0312001 | Time: 2024.22 ms
[2022-04-18 16:59:32 main:574] : INFO : Epoch 2015 | loss: 0.0312023 | val_loss: 0.0312006 | Time: 2031.86 ms
[2022-04-18 16:59:34 main:574] : INFO : Epoch 2016 | loss: 0.0312038 | val_loss: 0.0312035 | Time: 2025.33 ms
[2022-04-18 16:59:36 main:574] : INFO : Epoch 2017 | loss: 0.0312009 | val_loss: 0.0312025 | Time: 2020.3 ms
[2022-04-18 16:59:38 main:574] : INFO : Epoch 2018 | loss: 0.0312011 | val_loss: 0.0311996 | Time: 2012.28 ms
[2022-04-18 16:59:40 main:574] : INFO : Epoch 2019 | loss: 0.0312018 | val_loss: 0.0311994 | Time: 2026.42 ms
[2022-04-18 16:59:42 main:574] : INFO : Epoch 2020 | loss: 0.0312019 | val_loss: 0.0311992 | Time: 2017.72 ms
[2022-04-18 16:59:44 main:574] : INFO : Epoch 2021 | loss: 0.0312038 | val_loss: 0.0312002 | Time: 2031.52 ms
[2022-04-18 16:59:46 main:574] : INFO : Epoch 2022 | loss: 0.0312009 | val_loss: 0.0312019 | Time: 2018.02 ms
[2022-04-18 16:59:49 main:574] : INFO : Epoch 2023 | loss: 0.0312042 | val_loss: 0.0312018 | Time: 2017.29 ms
[2022-04-18 16:59:51 main:574] : INFO : Epoch 2024 | loss: 0.0312032 | val_loss: 0.0312027 | Time: 2023.55 ms
[2022-04-18 16:59:53 main:574] : INFO : Epoch 2025 | loss: 0.0312047 | val_loss: 0.0312026 | Time: 2013.37 ms
[2022-04-18 16:59:55 main:574] : INFO : Epoch 2026 | loss: 0.0312025 | val_loss: 0.0311987 | Time: 2014.77 ms
[2022-04-18 16:59:57 main:574] : INFO : Epoch 2027 | loss: 0.0312007 | val_loss: 0.0311986 | Time: 2021.61 ms
[2022-04-18 16:59:59 main:574] : INFO : Epoch 2028 | loss: 0.0311999 | val_loss: 0.0311983 | Time: 2016.56 ms
[2022-04-18 17:00:01 main:574] : INFO : Epoch 2029 | loss: 0.0312002 | val_loss: 0.0312018 | Time: 2011.97 ms
[2022-04-18 17:00:03 main:574] : INFO : Epoch 2030 | loss: 0.0312015 | val_loss: 0.0311987 | Time: 2025.35 ms
[2022-04-18 17:00:05 main:574] : INFO : Epoch 2031 | loss: 0.0312 | val_loss: 0.0311982 | Time: 2019.23 ms
[2022-04-18 17:00:07 main:574] : INFO : Epoch 2032 | loss: 0.0312002 | val_loss: 0.031201 | Time: 2026.28 ms
[2022-04-18 17:00:09 main:574] : INFO : Epoch 2033 | loss: 0.0312017 | val_loss: 0.0311994 | Time: 2024.83 ms
[2022-04-18 17:00:11 main:574] : INFO : Epoch 2034 | loss: 0.0312003 | val_loss: 0.0311985 | Time: 2018.57 ms
[2022-04-18 17:00:13 main:574] : INFO : Epoch 2035 | loss: 0.0312004 | val_loss: 0.0311986 | Time: 2007.42 ms
[2022-04-18 17:00:16 main:574] : INFO : Epoch 2036 | loss: 0.0311997 | val_loss: 0.0311987 | Time: 2025.6 ms
[2022-04-18 17:00:18 main:574] : INFO : Epoch 2037 | loss: 0.031202 | val_loss: 0.0312006 | Time: 2027.81 ms
[2022-04-18 17:00:20 main:574] : INFO : Epoch 2038 | loss: 0.031202 | val_loss: 0.0311992 | Time: 2024.08 ms
[2022-04-18 17:00:22 main:574] : INFO : Epoch 2039 | loss: 0.0312008 | val_loss: 0.0311984 | Time: 2030.1 ms
[2022-04-18 17:00:24 main:574] : INFO : Epoch 2040 | loss: 0.0312004 | val_loss: 0.0311996 | Time: 2034.98 ms
[2022-04-18 17:00:26 main:574] : INFO : Epoch 2041 | loss: 0.0312017 | val_loss: 0.0312001 | Time: 2026.23 ms
[2022-04-18 17:00:28 main:574] : INFO : Epoch 2042 | loss: 0.0312008 | val_loss: 0.0311995 | Time: 2027.55 ms
[2022-04-18 17:00:30 main:574] : INFO : Epoch 2043 | loss: 0.0311995 | val_loss: 0.0311994 | Time: 2027.44 ms
[2022-04-18 17:00:32 main:574] : INFO : Epoch 2044 | loss: 0.0311998 | val_loss: 0.0311993 | Time: 2019.7 ms
[2022-04-18 17:00:34 main:574] : INFO : Epoch 2045 | loss: 0.0312005 | val_loss: 0.0312 | Time: 2023.19 ms
[2022-04-18 17:00:36 main:574] : INFO : Epoch 2046 | loss: 0.0312043 | val_loss: 0.0312022 | Time: 2019.1 ms
[2022-04-18 17:00:38 main:574] : INFO : Epoch 2047 | loss: 0.0312072 | val_loss: 0.031205 | Time: 2030.21 ms
[2022-04-18 17:00:41 main:574] : INFO : Epoch 2048 | loss: 0.0312042 | val_loss: 0.0312012 | Time: 2022.9 ms
[2022-04-18 17:00:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312012
[2022-04-18 17:00:41 main:603] : INFO : Saving end state to config to file
[2022-04-18 17:00:41 main:608] : INFO : Success, exiting..
17:00:41 (18496): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)