Task 4647041
| Name | ParityModified-1617247737-21856-0_1 |
| Workunit | 2595057 |
| Created | 6 Apr 2021, 23:30:26 UTC |
| Sent | 7 Apr 2021, 0:25:33 UTC |
| Report deadline | 15 Apr 2021, 0:25:33 UTC |
| Received | 7 Apr 2021, 2:36:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 9 min 51 sec |
| CPU time | 1 hours 9 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> ms [2021-04-06 21:18:27 main:581] : INFO : Epoch 1538 | loss: 0.0311172 | val_loss: 0.0311817 | Time: 2026.93 ms [2021-04-06 21:18:29 main:581] : INFO : Epoch 1539 | loss: 0.0311158 | val_loss: 0.0311878 | Time: 2024.38 ms [2021-04-06 21:18:31 main:581] : INFO : Epoch 1540 | loss: 0.0311136 | val_loss: 0.0311893 | Time: 2040.95 ms [2021-04-06 21:18:33 main:581] : INFO : Epoch 1541 | loss: 0.0311163 | val_loss: 0.0311853 | Time: 2020.65 ms [2021-04-06 21:18:35 main:581] : INFO : Epoch 1542 | loss: 0.0311136 | val_loss: 0.0311936 | Time: 2034.11 ms [2021-04-06 21:18:37 main:581] : INFO : Epoch 1543 | loss: 0.0311109 | val_loss: 0.0311895 | Time: 2032.65 ms [2021-04-06 21:18:39 main:581] : INFO : Epoch 1544 | loss: 0.0311161 | val_loss: 0.0312079 | Time: 2046.88 ms [2021-04-06 21:18:41 main:581] : INFO : Epoch 1545 | loss: 0.0311129 | val_loss: 0.0311901 | Time: 2048.24 ms [2021-04-06 21:18:43 main:581] : INFO : Epoch 1546 | loss: 0.0311115 | val_loss: 0.0311867 | Time: 2031.77 ms [2021-04-06 21:18:45 main:581] : INFO : Epoch 1547 | loss: 0.0311118 | val_loss: 0.0311866 | Time: 2032.78 ms [2021-04-06 21:18:47 main:581] : INFO : Epoch 1548 | loss: 0.0311195 | val_loss: 0.0311838 | Time: 2037.32 ms [2021-04-06 21:18:49 main:581] : INFO : Epoch 1549 | loss: 0.0311209 | val_loss: 0.0311833 | Time: 2013.84 ms [2021-04-06 21:18:51 main:581] : INFO : Epoch 1550 | loss: 0.0311132 | val_loss: 0.031185 | Time: 2027.33 ms [2021-04-06 21:18:53 main:581] : INFO : Epoch 1551 | loss: 0.0311132 | val_loss: 0.0311912 | Time: 2037.28 ms [2021-04-06 21:18:55 main:581] : INFO : Epoch 1552 | loss: 0.0311123 | val_loss: 0.0311874 | Time: 2029.79 ms [2021-04-06 21:18:57 main:581] : INFO : Epoch 1553 | loss: 0.0311102 | val_loss: 0.0311861 | Time: 2032.59 ms [2021-04-06 21:18:59 main:581] : INFO : Epoch 1554 | loss: 0.0311136 | val_loss: 0.0311909 | Time: 2050.44 ms [2021-04-06 21:19:01 main:581] : INFO : Epoch 1555 | loss: 0.0311128 | val_loss: 0.0311847 | Time: 2047.22 ms [2021-04-06 21:19:03 main:581] : INFO : Epoch 1556 | loss: 0.0311129 | val_loss: 0.03119 | Time: 2023.65 ms [2021-04-06 21:19:05 main:581] : INFO : Epoch 1557 | loss: 0.0311112 | val_loss: 0.0311886 | Time: 1814.48 ms [2021-04-06 21:19:07 main:581] : INFO : Epoch 1558 | loss: 0.0311121 | val_loss: 0.0311994 | Time: 2056.19 ms [2021-04-06 21:19:09 main:581] : INFO : Epoch 1559 | loss: 0.0311162 | val_loss: 0.0311873 | Time: 2048.8 ms [2021-04-06 21:19:11 main:581] : INFO : Epoch 1560 | loss: 0.0311112 | val_loss: 0.0311889 | Time: 2043.28 ms [2021-04-06 21:19:13 main:581] : INFO : Epoch 1561 | loss: 0.0311082 | val_loss: 0.0311918 | Time: 2050.75 ms [2021-04-06 21:19:15 main:581] : INFO : Epoch 1562 | loss: 0.0311164 | val_loss: 0.0311814 | Time: 2052.05 ms [2021-04-06 21:19:17 main:581] : INFO : Epoch 1563 | loss: 0.031127 | val_loss: 0.0311903 | Time: 2052.91 ms [2021-04-06 21:19:19 main:581] : INFO : Epoch 1564 | loss: 0.0311268 | val_loss: 0.031187 | Time: 2046.51 ms [2021-04-06 21:19:21 main:581] : INFO : Epoch 1565 | loss: 0.0311155 | val_loss: 0.03118 | Time: 2051.16 ms [2021-04-06 21:19:23 main:581] : INFO : Epoch 1566 | loss: 0.0311124 | val_loss: 0.0311933 | Time: 2053.4 ms [2021-04-06 21:19:25 main:581] : INFO : Epoch 1567 | loss: 0.0311107 | val_loss: 0.0311955 | Time: 2048.87 ms [2021-04-06 21:19:28 main:581] : INFO : Epoch 1568 | loss: 0.0311119 | val_loss: 0.0311879 | Time: 2047.34 ms [2021-04-06 21:19:30 main:581] : INFO : Epoch 1569 | loss: 0.0311114 | val_loss: 0.0311918 | Time: 2055.8 ms [2021-04-06 21:19:32 main:581] : INFO : Epoch 1570 | loss: 0.0311123 | val_loss: 0.0311854 | Time: 2041.36 ms [2021-04-06 21:19:34 main:581] : INFO : Epoch 1571 | loss: 0.0311122 | val_loss: 0.031189 | Time: 2051.18 ms [2021-04-06 21:19:36 main:581] : INFO : Epoch 1572 | loss: 0.031107 | val_loss: 0.0311804 | Time: 2056.74 ms [2021-04-06 21:19:38 main:581] : INFO : Epoch 1573 | loss: 0.0311125 | val_loss: 0.0311832 | Time: 2054.41 ms [2021-04-06 21:19:40 main:581] : INFO : Epoch 1574 | loss: 0.0311116 | val_loss: 0.0311885 | Time: 2042.84 ms [2021-04-06 21:19:42 main:581] : INFO : Epoch 1575 | loss: 0.0311126 | val_loss: 0.0311865 | Time: 2043.98 ms [2021-04-06 21:19:44 main:581] : INFO : Epoch 1576 | loss: 0.0311124 | val_loss: 0.0311824 | Time: 2057.82 ms [2021-04-06 21:19:46 main:581] : INFO : Epoch 1577 | loss: 0.0311124 | val_loss: 0.03119 | Time: 2061.26 ms [2021-04-06 21:19:48 main:581] : INFO : Epoch 1578 | loss: 0.031112 | val_loss: 0.0311852 | Time: 2128.26 ms [2021-04-06 21:19:50 main:581] : INFO : Epoch 1579 | loss: 0.0311144 | val_loss: 0.0311985 | Time: 2104.98 ms [2021-04-06 21:19:52 main:581] : INFO : Epoch 1580 | loss: 0.0311155 | val_loss: 0.0311873 | Time: 2061.35 ms [2021-04-06 21:19:54 main:581] : INFO : Epoch 1581 | loss: 0.0311177 | val_loss: 0.031184 | Time: 2025.83 ms [2021-04-06 21:19:56 main:581] : INFO : Epoch 1582 | loss: 0.0311108 | val_loss: 0.0311939 | Time: 2031.28 ms [2021-04-06 21:19:58 main:581] : INFO : Epoch 1583 | loss: 0.0311103 | val_loss: 0.0311951 | Time: 2029.87 ms [2021-04-06 21:20:00 main:581] : INFO : Epoch 1584 | loss: 0.0311125 | val_loss: 0.03118 | Time: 2051.03 ms [2021-04-06 21:20:02 main:581] : INFO : Epoch 1585 | loss: 0.0311147 | val_loss: 0.0311939 | Time: 2037.32 ms [2021-04-06 21:20:04 main:581] : INFO : Epoch 1586 | loss: 0.0311104 | val_loss: 0.0311938 | Time: 2056.09 ms [2021-04-06 21:20:07 main:581] : INFO : Epoch 1587 | loss: 0.031106 | val_loss: 0.0311842 | Time: 2037.18 ms [2021-04-06 21:20:09 main:581] : INFO : Epoch 1588 | loss: 0.0311065 | val_loss: 0.0311899 | Time: 2049.56 ms [2021-04-06 21:20:11 main:581] : INFO : Epoch 1589 | loss: 0.0311164 | val_loss: 0.0311893 | Time: 2044.82 ms [2021-04-06 21:20:13 main:581] : INFO : Epoch 1590 | loss: 0.0311207 | val_loss: 0.0311853 | Time: 2047.87 ms [2021-04-06 21:20:15 main:581] : INFO : Epoch 1591 | loss: 0.0311129 | val_loss: 0.031193 | Time: 2086.05 ms [2021-04-06 21:20:17 main:581] : INFO : Epoch 1592 | loss: 0.031115 | val_loss: 0.0311872 | Time: 2040.38 ms [2021-04-06 21:20:19 main:581] : INFO : Epoch 1593 | loss: 0.0311143 | val_loss: 0.0311852 | Time: 2042.84 ms [2021-04-06 21:20:21 main:581] : INFO : Epoch 1594 | loss: 0.0311094 | val_loss: 0.0311864 | Time: 2082.81 ms [2021-04-06 21:20:23 main:581] : INFO : Epoch 1595 | loss: 0.0311073 | val_loss: 0.0311912 | Time: 2056.6 ms [2021-04-06 21:20:25 main:581] : INFO : Epoch 1596 | loss: 0.0311058 | val_loss: 0.0311895 | Time: 2008.64 ms [2021-04-06 21:20:27 main:581] : INFO : Epoch 1597 | loss: 0.0311075 | val_loss: 0.0311926 | Time: 2004.85 ms [2021-04-06 21:20:29 main:581] : INFO : Epoch 1598 | loss: 0.0311071 | val_loss: 0.0311859 | Time: 2035.88 ms [2021-04-06 21:20:31 main:581] : INFO : Epoch 1599 | loss: 0.0311053 | val_loss: 0.0311894 | Time: 2053 ms [2021-04-06 21:20:33 main:581] : INFO : Epoch 1600 | loss: 0.0311059 | val_loss: 0.0311908 | Time: 2064.44 ms [2021-04-06 21:20:35 main:581] : INFO : Epoch 1601 | loss: 0.0311077 | val_loss: 0.0311932 | Time: 2040.92 ms [2021-04-06 21:20:37 main:581] : INFO : Epoch 1602 | loss: 0.031112 | val_loss: 0.0311889 | Time: 2026.6 ms [2021-04-06 21:20:39 main:581] : INFO : Epoch 1603 | loss: 0.0311101 | val_loss: 0.0311844 | Time: 2022.29 ms [2021-04-06 21:20:41 main:581] : INFO : Epoch 1604 | loss: 0.0311062 | val_loss: 0.0311991 | Time: 2028.06 ms [2021-04-06 21:20:43 main:581] : INFO : Epoch 1605 | loss: 0.031109 | val_loss: 0.0311901 | Time: 2040.39 ms [2021-04-06 21:20:45 main:581] : INFO : Epoch 1606 | loss: 0.0311079 | val_loss: 0.0311844 | Time: 2037.66 ms [2021-04-06 21:20:47 main:581] : INFO : Epoch 1607 | loss: 0.0311139 | val_loss: 0.031187 | Time: 2039.55 ms [2021-04-06 21:20:49 main:581] : INFO : Epoch 1608 | loss: 0.0311152 | val_loss: 0.0311855 | Time: 2040.03 ms [2021-04-06 21:20:51 main:581] : INFO : Epoch 1609 | loss: 0.0311153 | val_loss: 0.0311834 | Time: 2037.09 ms [2021-04-06 21:20:53 main:581] : INFO : Epoch 1610 | loss: 0.0311134 | val_loss: 0.0311889 | Time: 2026.35 ms [2021-04-06 21:20:56 main:581] : INFO : Epoch 1611 | loss: 0.0311096 | val_loss: 0.0311915 | Time: 2030.65 ms [2021-04-06 21:20:58 main:581] : INFO : Epoch 1612 | loss: 0.0311085 | val_loss: 0.031194 | Time: 2025.2 ms [2021-04-06 21:21:00 main:581] : INFO : Epoch 1613 | loss: 0.031115 | val_loss: 0.0311869 | Time: 2033.34 ms [2021-04-06 21:21:02 main:581] : INFO : Epoch 1614 | loss: 0.031113 | val_loss: 0.0311892 | Time: 2029.47 ms [2021-04-06 21:21:04 main:581] : INFO : Epoch 1615 | loss: 0.0311071 | val_loss: 0.0311911 | Time: 2021.59 ms [2021-04-06 21:21:06 main:581] : INFO : Epoch 1616 | loss: 0.0311045 | val_loss: 0.0311879 | Time: 2034.56 ms [2021-04-06 21:21:08 main:581] : INFO : Epoch 1617 | loss: 0.031116 | val_loss: 0.0311889 | Time: 2044.58 ms [2021-04-06 21:21:10 main:581] : INFO : Epoch 1618 | loss: 0.031113 | val_loss: 0.0311895 | Time: 2013.73 ms [2021-04-06 21:21:12 main:581] : INFO : Epoch 1619 | loss: 0.0311054 | val_loss: 0.0311882 | Time: 2017.87 ms [2021-04-06 21:21:14 main:581] : INFO : Epoch 1620 | loss: 0.0311134 | val_loss: 0.0311883 | Time: 1997.94 ms [2021-04-06 21:21:16 main:581] : INFO : Epoch 1621 | loss: 0.0311479 | val_loss: 0.0311805 | Time: 2026.17 ms [2021-04-06 21:21:18 main:581] : INFO : Epoch 1622 | loss: 0.0311454 | val_loss: 0.0311765 | Time: 2051.34 ms [2021-04-06 21:21:20 main:581] : INFO : Epoch 1623 | loss: 0.0311359 | val_loss: 0.0311809 | Time: 2014.86 ms [2021-04-06 21:21:22 main:581] : INFO : Epoch 1624 | loss: 0.0311273 | val_loss: 0.0311782 | Time: 2055.75 ms [2021-04-06 21:21:24 main:581] : INFO : Epoch 1625 | loss: 0.0311211 | val_loss: 0.0311831 | Time: 2103.43 ms [2021-04-06 21:21:26 main:581] : INFO : Epoch 1626 | loss: 0.0311152 | val_loss: 0.0311885 | Time: 2026.89 ms [2021-04-06 21:21:28 main:581] : INFO : Epoch 1627 | loss: 0.031113 | val_loss: 0.0311875 | Time: 2048.66 ms [2021-04-06 21:21:30 main:581] : INFO : Epoch 1628 | loss: 0.0311103 | val_loss: 0.0311893 | Time: 2047.1 ms [2021-04-06 21:21:32 main:581] : INFO : Epoch 1629 | loss: 0.0311088 | val_loss: 0.0311902 | Time: 2029.56 ms [2021-04-06 21:21:34 main:581] : INFO : Epoch 1630 | loss: 0.0311089 | val_loss: 0.0311944 | Time: 2022.1 ms [2021-04-06 21:21:36 main:581] : INFO : Epoch 1631 | loss: 0.0311054 | val_loss: 0.0311901 | Time: 2022.52 ms [2021-04-06 21:21:38 main:581] : INFO : Epoch 1632 | loss: 0.03111 | val_loss: 0.0311888 | Time: 2026.38 ms [2021-04-06 21:21:40 main:581] : INFO : Epoch 1633 | loss: 0.0311101 | val_loss: 0.0311792 | Time: 2088.54 ms [2021-04-06 21:21:42 main:581] : INFO : Epoch 1634 | loss: 0.0311098 | val_loss: 0.0311863 | Time: 2065.26 ms [2021-04-06 21:21:44 main:581] : INFO : Epoch 1635 | loss: 0.0311098 | val_loss: 0.0311929 | Time: 2078.96 ms [2021-04-06 21:21:47 main:581] : INFO : Epoch 1636 | loss: 0.0311103 | val_loss: 0.031184 | Time: 2073.16 ms [2021-04-06 21:21:49 main:581] : INFO : Epoch 1637 | loss: 0.0311072 | val_loss: 0.0312045 | Time: 2039.75 ms [2021-04-06 21:21:51 main:581] : INFO : Epoch 1638 | loss: 0.0311104 | val_loss: 0.0311807 | Time: 2020.78 ms [2021-04-06 21:21:53 main:581] : INFO : Epoch 1639 | loss: 0.0311119 | val_loss: 0.0311934 | Time: 2022.47 ms [2021-04-06 21:21:55 main:581] : INFO : Epoch 1640 | loss: 0.0311121 | val_loss: 0.0311991 | Time: 2047.25 ms [2021-04-06 21:21:57 main:581] : INFO : Epoch 1641 | loss: 0.0311151 | val_loss: 0.0311931 | Time: 2045.84 ms [2021-04-06 21:21:59 main:581] : INFO : Epoch 1642 | loss: 0.0311103 | val_loss: 0.0311871 | Time: 2071.88 ms [2021-04-06 21:22:01 main:581] : INFO : Epoch 1643 | loss: 0.0311109 | val_loss: 0.031185 | Time: 2044.59 ms [2021-04-06 21:22:03 main:581] : INFO : Epoch 1644 | loss: 0.0311063 | val_loss: 0.0311912 | Time: 2065.16 ms [2021-04-06 21:22:05 main:581] : INFO : Epoch 1645 | loss: 0.0311111 | val_loss: 0.0311881 | Time: 1993.27 ms [2021-04-06 21:22:07 main:581] : INFO : Epoch 1646 | loss: 0.0311095 | val_loss: 0.0311925 | Time: 2075.89 ms [2021-04-06 21:22:09 main:581] : INFO : Epoch 1647 | loss: 0.0311048 | val_loss: 0.0311926 | Time: 2068.22 ms [2021-04-06 21:22:11 main:581] : INFO : Epoch 1648 | loss: 0.0311041 | val_loss: 0.0311864 | Time: 2034.13 ms [2021-04-06 21:22:13 main:581] : INFO : Epoch 1649 | loss: 0.0311005 | val_loss: 0.0311858 | Time: 2014.08 ms [2021-04-06 21:22:15 main:581] : INFO : Epoch 1650 | loss: 0.0310988 | val_loss: 0.0311868 | Time: 1998.08 ms [2021-04-06 21:22:17 main:581] : INFO : Epoch 1651 | loss: 0.0311002 | val_loss: 0.0311875 | Time: 2013.14 ms [2021-04-06 21:22:19 main:581] : INFO : Epoch 1652 | loss: 0.0311063 | val_loss: 0.0311944 | Time: 2016 ms [2021-04-06 21:22:21 main:581] : INFO : Epoch 1653 | loss: 0.0311024 | val_loss: 0.0311879 | Time: 2006.56 ms [2021-04-06 21:22:23 main:581] : INFO : Epoch 1654 | loss: 0.0311017 | val_loss: 0.0311877 | Time: 2074.9 ms [2021-04-06 21:22:25 main:581] : INFO : Epoch 1655 | loss: 0.0311079 | val_loss: 0.0311889 | Time: 2043.8 ms [2021-04-06 21:22:27 main:581] : INFO : Epoch 1656 | loss: 0.0311047 | val_loss: 0.0311957 | Time: 1998.91 ms [2021-04-06 21:22:29 main:581] : INFO : Epoch 1657 | loss: 0.0311074 | val_loss: 0.03119 | Time: 2029.95 ms [2021-04-06 21:22:31 main:581] : INFO : Epoch 1658 | loss: 0.0311024 | val_loss: 0.0311992 | Time: 2011 ms [2021-04-06 21:22:33 main:581] : INFO : Epoch 1659 | loss: 0.03112 | val_loss: 0.0311827 | Time: 2091.29 ms [2021-04-06 21:22:35 main:581] : INFO : Epoch 1660 | loss: 0.0311222 | val_loss: 0.0311877 | Time: 2143.02 ms [2021-04-06 21:22:38 main:581] : INFO : Epoch 1661 | loss: 0.0311142 | val_loss: 0.0311818 | Time: 2133.57 ms [2021-04-06 21:22:40 main:581] : INFO : Epoch 1662 | loss: 0.0311075 | val_loss: 0.0311851 | Time: 2102.87 ms [2021-04-06 21:22:42 main:581] : INFO : Epoch 1663 | loss: 0.0311109 | val_loss: 0.0311921 | Time: 2020.88 ms [2021-04-06 21:22:44 main:581] : INFO : Epoch 1664 | loss: 0.0311057 | val_loss: 0.0311984 | Time: 2045.97 ms [2021-04-06 21:22:46 main:581] : INFO : Epoch 1665 | loss: 0.0311045 | val_loss: 0.0311952 | Time: 2038.31 ms [2021-04-06 21:22:48 main:581] : INFO : Epoch 1666 | loss: 0.031124 | val_loss: 0.0313139 | Time: 2052.59 ms [2021-04-06 21:22:50 main:581] : INFO : Epoch 1667 | loss: 0.0442668 | val_loss: 0.0329321 | Time: 2053.56 ms [2021-04-06 21:22:52 main:581] : INFO : Epoch 1668 | loss: 0.0404508 | val_loss: 0.0347901 | Time: 2040.89 ms [2021-04-06 21:22:54 main:581] : INFO : Epoch 1669 | loss: 0.0323261 | val_loss: 0.0314689 | Time: 2025.25 ms [2021-04-06 21:22:56 main:581] : INFO : Epoch 1670 | loss: 0.0314045 | val_loss: 0.0313194 | Time: 2062.76 ms [2021-04-06 21:22:58 main:581] : INFO : Epoch 1671 | loss: 0.0312773 | val_loss: 0.031253 | Time: 2048.67 ms [2021-04-06 21:23:00 main:581] : INFO : Epoch 1672 | loss: 0.0312519 | val_loss: 0.0312499 | Time: 1996.61 ms [2021-04-06 21:23:02 main:581] : INFO : Epoch 1673 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 1996.29 ms [2021-04-06 21:23:04 main:581] : INFO : Epoch 1674 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 2029.68 ms [2021-04-06 21:23:06 main:581] : INFO : Epoch 1675 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 2012.64 ms [2021-04-06 21:23:08 main:581] : INFO : Epoch 1676 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 2076.08 ms [2021-04-06 21:23:10 main:581] : INFO : Epoch 1677 | loss: 0.0312466 | val_loss: 0.0312467 | Time: 2029.31 ms [2021-04-06 21:23:12 main:581] : INFO : Epoch 1678 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 2066.22 ms [2021-04-06 21:23:14 main:581] : INFO : Epoch 1679 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 2074.24 ms [2021-04-06 21:23:16 main:581] : INFO : Epoch 1680 | loss: 0.0312451 | val_loss: 0.0312451 | Time: 2031.71 ms [2021-04-06 21:23:18 main:581] : INFO : Epoch 1681 | loss: 0.031245 | val_loss: 0.0312447 | Time: 2031.76 ms [2021-04-06 21:23:20 main:581] : INFO : Epoch 1682 | loss: 0.0312443 | val_loss: 0.0312441 | Time: 2013.64 ms [2021-04-06 21:23:23 main:581] : INFO : Epoch 1683 | loss: 0.0312438 | val_loss: 0.0312436 | Time: 2068.83 ms [2021-04-06 21:23:25 main:581] : INFO : Epoch 1684 | loss: 0.0312434 | val_loss: 0.031243 | Time: 2061.3 ms [2021-04-06 21:23:27 main:581] : INFO : Epoch 1685 | loss: 0.0312428 | val_loss: 0.0312427 | Time: 2036.39 ms [2021-04-06 21:23:29 main:581] : INFO : Epoch 1686 | loss: 0.0312426 | val_loss: 0.0312426 | Time: 2029.3 ms [2021-04-06 21:23:31 main:581] : INFO : Epoch 1687 | loss: 0.0312424 | val_loss: 0.0312423 | Time: 2022.73 ms [2021-04-06 21:23:33 main:581] : INFO : Epoch 1688 | loss: 0.0312417 | val_loss: 0.0312418 | Time: 2049.4 ms [2021-04-06 21:23:35 main:581] : INFO : Epoch 1689 | loss: 0.0312413 | val_loss: 0.031241 | Time: 2038.24 ms [2021-04-06 21:23:37 main:581] : INFO : Epoch 1690 | loss: 0.0312411 | val_loss: 0.0312402 | Time: 2032.34 ms [2021-04-06 21:23:39 main:581] : INFO : Epoch 1691 | loss: 0.031241 | val_loss: 0.0312399 | Time: 2018.59 ms [2021-04-06 21:23:41 main:581] : INFO : Epoch 1692 | loss: 0.0312419 | val_loss: 0.0312399 | Time: 2027.63 ms [2021-04-06 21:23:43 main:581] : INFO : Epoch 1693 | loss: 0.03124 | val_loss: 0.031239 | Time: 2038.08 ms [2021-04-06 21:23:45 main:581] : INFO : Epoch 1694 | loss: 0.0312395 | val_loss: 0.0312418 | Time: 2040.57 ms [2021-04-06 21:23:47 main:581] : INFO : Epoch 1695 | loss: 0.0312396 | val_loss: 0.0312382 | Time: 2038.59 ms [2021-04-06 21:23:49 main:581] : INFO : Epoch 1696 | loss: 0.0312385 | val_loss: 0.0312381 | Time: 2035.96 ms [2021-04-06 21:23:51 main:581] : INFO : Epoch 1697 | loss: 0.0312381 | val_loss: 0.0312375 | Time: 2040.06 ms [2021-04-06 21:23:53 main:581] : INFO : Epoch 1698 | loss: 0.0312372 | val_loss: 0.0312367 | Time: 2031.47 ms [2021-04-06 21:23:55 main:581] : INFO : Epoch 1699 | loss: 0.0312366 | val_loss: 0.0312363 | Time: 2036.58 ms [2021-04-06 21:23:57 main:581] : INFO : Epoch 1700 | loss: 0.0312367 | val_loss: 0.0312361 | Time: 2034.9 ms [2021-04-06 21:23:59 main:581] : INFO : Epoch 1701 | loss: 0.0312363 | val_loss: 0.0312355 | Time: 2035.1 ms [2021-04-06 21:24:01 main:581] : INFO : Epoch 1702 | loss: 0.0312372 | val_loss: 0.0312364 | Time: 2034.96 ms [2021-04-06 21:24:03 main:581] : INFO : Epoch 1703 | loss: 0.0312362 | val_loss: 0.0312375 | Time: 2055.41 ms [2021-04-06 21:24:05 main:581] : INFO : Epoch 1704 | loss: 0.0312347 | val_loss: 0.0312358 | Time: 2018.03 ms [2021-04-06 21:24:07 main:581] : INFO : Epoch 1705 | loss: 0.0312364 | val_loss: 0.0312345 | Time: 2029.73 ms [2021-04-06 21:24:09 main:581] : INFO : Epoch 1706 | loss: 0.0312354 | val_loss: 0.0312358 | Time: 2110.57 ms [2021-04-06 21:24:11 main:581] : INFO : Epoch 1707 | loss: 0.0312348 | val_loss: 0.0312373 | Time: 2040.68 ms [2021-04-06 21:24:14 main:581] : INFO : Epoch 1708 | loss: 0.0312375 | val_loss: 0.0312331 | Time: 2023.95 ms [2021-04-06 21:24:16 main:581] : INFO : Epoch 1709 | loss: 0.0312396 | val_loss: 0.0312376 | Time: 2015.03 ms [2021-04-06 21:24:18 main:581] : INFO : Epoch 1710 | loss: 0.0312387 | val_loss: 0.0312327 | Time: 2059.09 ms [2021-04-06 21:24:20 main:581] : INFO : Epoch 1711 | loss: 0.0312344 | val_loss: 0.0312343 | Time: 2017.05 ms [2021-04-06 21:24:22 main:581] : INFO : Epoch 1712 | loss: 0.0312341 | val_loss: 0.031233 | Time: 2020.79 ms [2021-04-06 21:24:24 main:581] : INFO : Epoch 1713 | loss: 0.0312337 | val_loss: 0.0312331 | Time: 2007.07 ms [2021-04-06 21:24:26 main:581] : INFO : Epoch 1714 | loss: 0.0312317 | val_loss: 0.0312317 | Time: 1994.06 ms [2021-04-06 21:24:28 main:581] : INFO : Epoch 1715 | loss: 0.0312348 | val_loss: 0.0312357 | Time: 2011.72 ms [2021-04-06 21:24:30 main:581] : INFO : Epoch 1716 | loss: 0.0312328 | val_loss: 0.0312326 | Time: 2021.1 ms [2021-04-06 21:24:32 main:581] : INFO : Epoch 1717 | loss: 0.0312315 | val_loss: 0.0312306 | Time: 2016.34 ms [2021-04-06 21:24:34 main:581] : INFO : Epoch 1718 | loss: 0.0312303 | val_loss: 0.0312305 | Time: 1994.61 ms [2021-04-06 21:24:36 main:581] : INFO : Epoch 1719 | loss: 0.0312306 | val_loss: 0.0312293 | Time: 1823.47 ms [2021-04-06 21:24:38 main:581] : INFO : Epoch 1720 | loss: 0.0312298 | val_loss: 0.0312301 | Time: 2023.78 ms [2021-04-06 21:24:40 main:581] : INFO : Epoch 1721 | loss: 0.0312296 | val_loss: 0.0312308 | Time: 2070.32 ms [2021-04-06 21:24:42 main:581] : INFO : Epoch 1722 | loss: 0.0312301 | val_loss: 0.0312292 | Time: 2065.75 ms [2021-04-06 21:24:44 main:581] : INFO : Epoch 1723 | loss: 0.0312286 | val_loss: 0.0312303 | Time: 2032.06 ms [2021-04-06 21:24:46 main:581] : INFO : Epoch 1724 | loss: 0.0312301 | val_loss: 0.0312274 | Time: 2036.28 ms [2021-04-06 21:24:48 main:581] : INFO : Epoch 1725 | loss: 0.0312322 | val_loss: 0.0312285 | Time: 2026.97 ms [2021-04-06 21:24:50 main:581] : INFO : Epoch 1726 | loss: 0.0312283 | val_loss: 0.0312294 | Time: 2019.24 ms [2021-04-06 21:24:52 main:581] : INFO : Epoch 1727 | loss: 0.0312278 | val_loss: 0.0312261 | Time: 2034.69 ms [2021-04-06 21:24:54 main:581] : INFO : Epoch 1728 | loss: 0.0312269 | val_loss: 0.0312261 | Time: 2045.85 ms [2021-04-06 21:24:56 main:581] : INFO : Epoch 1729 | loss: 0.0312282 | val_loss: 0.0312257 | Time: 2042.46 ms [2021-04-06 21:24:58 main:581] : INFO : Epoch 1730 | loss: 0.0312264 | val_loss: 0.0312315 | Time: 2043.6 ms [2021-04-06 21:25:00 main:581] : INFO : Epoch 1731 | loss: 0.031228 | val_loss: 0.031225 | Time: 2028.63 ms [2021-04-06 21:25:02 main:581] : INFO : Epoch 1732 | loss: 0.0312251 | val_loss: 0.031225 | Time: 2016.47 ms [2021-04-06 21:25:04 main:581] : INFO : Epoch 1733 | loss: 0.031227 | val_loss: 0.0312341 | Time: 2012.63 ms [2021-04-06 21:25:06 main:581] : INFO : Epoch 1734 | loss: 0.0312291 | val_loss: 0.0312236 | Time: 2019.09 ms [2021-04-06 21:25:08 main:581] : INFO : Epoch 1735 | loss: 0.031224 | val_loss: 0.0312259 | Time: 2026.36 ms [2021-04-06 21:25:10 main:581] : INFO : Epoch 1736 | loss: 0.0312246 | val_loss: 0.031224 | Time: 2028.22 ms [2021-04-06 21:25:12 main:581] : INFO : Epoch 1737 | loss: 0.0312245 | val_loss: 0.0312387 | Time: 2048.74 ms [2021-04-06 21:25:14 main:581] : INFO : Epoch 1738 | loss: 0.0312277 | val_loss: 0.0312299 | Time: 2026.41 ms [2021-04-06 21:25:16 main:581] : INFO : Epoch 1739 | loss: 0.0312264 | val_loss: 0.0312306 | Time: 2017.87 ms [2021-04-06 21:25:18 main:581] : INFO : Epoch 1740 | loss: 0.0312246 | val_loss: 0.0312287 | Time: 2022.23 ms [2021-04-06 21:25:20 main:581] : INFO : Epoch 1741 | loss: 0.0312281 | val_loss: 0.0312559 | Time: 2058.59 ms [2021-04-06 21:25:22 main:581] : INFO : Epoch 1742 | loss: 0.0312328 | val_loss: 0.0312234 | Time: 2040.73 ms [2021-04-06 21:25:24 main:581] : INFO : Epoch 1743 | loss: 0.0312254 | val_loss: 0.0312321 | Time: 2014.37 ms [2021-04-06 21:25:26 main:581] : INFO : Epoch 1744 | loss: 0.0312324 | val_loss: 0.031232 | Time: 2010.4 ms [2021-04-06 21:25:28 main:581] : INFO : Epoch 1745 | loss: 0.031226 | val_loss: 0.0312266 | Time: 2048.33 ms [2021-04-06 21:25:30 main:581] : INFO : Epoch 1746 | loss: 0.0312232 | val_loss: 0.0312204 | Time: 1996.67 ms [2021-04-06 21:25:32 main:581] : INFO : Epoch 1747 | loss: 0.0312216 | val_loss: 0.0312239 | Time: 2057.56 ms [2021-04-06 21:25:34 main:581] : INFO : Epoch 1748 | loss: 0.0312238 | val_loss: 0.0312352 | Time: 2068.88 ms [2021-04-06 21:25:37 main:581] : INFO : Epoch 1749 | loss: 0.031228 | val_loss: 0.031218 | Time: 2034.08 ms [2021-04-06 21:25:39 main:581] : INFO : Epoch 1750 | loss: 0.0312238 | val_loss: 0.0312197 | Time: 2024.31 ms [2021-04-06 21:25:41 main:581] : INFO : Epoch 1751 | loss: 0.0312189 | val_loss: 0.0312156 | Time: 2033.64 ms [2021-04-06 21:25:43 main:581] : INFO : Epoch 1752 | loss: 0.0312216 | val_loss: 0.0312142 | Time: 2045.32 ms [2021-04-06 21:25:45 main:581] : INFO : Epoch 1753 | loss: 0.0312175 | val_loss: 0.031212 | Time: 2035.49 ms [2021-04-06 21:25:47 main:581] : INFO : Epoch 1754 | loss: 0.0312165 | val_loss: 0.0312204 | Time: 2039 ms [2021-04-06 21:25:49 main:581] : INFO : Epoch 1755 | loss: 0.0312176 | val_loss: 0.0312136 | Time: 2003.01 ms [2021-04-06 21:25:51 main:581] : INFO : Epoch 1756 | loss: 0.0312194 | val_loss: 0.0312277 | Time: 2012.33 ms [2021-04-06 21:25:53 main:581] : INFO : Epoch 1757 | loss: 0.0312229 | val_loss: 0.0312249 | Time: 2011.12 ms [2021-04-06 21:25:55 main:581] : INFO : Epoch 1758 | loss: 0.0312204 | val_loss: 0.0312304 | Time: 2012.02 ms [2021-04-06 21:25:57 main:581] : INFO : Epoch 1759 | loss: 0.0312189 | val_loss: 0.0312086 | Time: 2009.85 ms [2021-04-06 21:25:59 main:581] : INFO : Epoch 1760 | loss: 0.0312126 | val_loss: 0.0312067 | Time: 2013.72 ms [2021-04-06 21:26:01 main:581] : INFO : Epoch 1761 | loss: 0.0312104 | val_loss: 0.0312058 | Time: 2011.36 ms [2021-04-06 21:26:03 main:581] : INFO : Epoch 1762 | loss: 0.0312134 | val_loss: 0.0312136 | Time: 2008.45 ms [2021-04-06 21:26:05 main:581] : INFO : Epoch 1763 | loss: 0.0312152 | val_loss: 0.0312094 | Time: 2008.15 ms [2021-04-06 21:26:07 main:581] : INFO : Epoch 1764 | loss: 0.031211 | val_loss: 0.0312039 | Time: 2008.59 ms [2021-04-06 21:26:09 main:581] : INFO : Epoch 1765 | loss: 0.0312082 | val_loss: 0.0312072 | Time: 2010.88 ms [2021-04-06 21:26:11 main:581] : INFO : Epoch 1766 | loss: 0.0312082 | val_loss: 0.0312013 | Time: 2013.22 ms [2021-04-06 21:26:13 main:581] : INFO : Epoch 1767 | loss: 0.0312062 | val_loss: 0.0312006 | Time: 2041.55 ms [2021-04-06 21:26:15 main:581] : INFO : Epoch 1768 | loss: 0.0312038 | val_loss: 0.031199 | Time: 2032.83 ms [2021-04-06 21:26:17 main:581] : INFO : Epoch 1769 | loss: 0.0312035 | val_loss: 0.0311984 | Time: 2016.6 ms [2021-04-06 21:26:19 main:581] : INFO : Epoch 1770 | loss: 0.031203 | val_loss: 0.0311982 | Time: 2011.14 ms [2021-04-06 21:26:21 main:581] : INFO : Epoch 1771 | loss: 0.0312048 | val_loss: 0.0312153 | Time: 2011.7 ms [2021-04-06 21:26:23 main:581] : INFO : Epoch 1772 | loss: 0.0312098 | val_loss: 0.0312097 | Time: 2010.38 ms [2021-04-06 21:26:25 main:581] : INFO : Epoch 1773 | loss: 0.0312072 | val_loss: 0.0311963 | Time: 2010.1 ms [2021-04-06 21:26:27 main:581] : INFO : Epoch 1774 | loss: 0.0312027 | val_loss: 0.0312027 | Time: 2039.86 ms [2021-04-06 21:26:29 main:581] : INFO : Epoch 1775 | loss: 0.0312011 | val_loss: 0.0311924 | Time: 2060.89 ms [2021-04-06 21:26:31 main:581] : INFO : Epoch 1776 | loss: 0.0312003 | val_loss: 0.0312212 | Time: 2038.45 ms [2021-04-06 21:26:33 main:581] : INFO : Epoch 1777 | loss: 0.0312066 | val_loss: 0.0311909 | Time: 2021.96 ms [2021-04-06 21:26:35 main:581] : INFO : Epoch 1778 | loss: 0.0312033 | val_loss: 0.0312089 | Time: 2039.05 ms [2021-04-06 21:26:37 main:581] : INFO : Epoch 1779 | loss: 0.0311979 | val_loss: 0.0311886 | Time: 2042.8 ms [2021-04-06 21:26:39 main:581] : INFO : Epoch 1780 | loss: 0.0311963 | val_loss: 0.0311901 | Time: 2054.15 ms [2021-04-06 21:26:41 main:581] : INFO : Epoch 1781 | loss: 0.0312015 | val_loss: 0.0311903 | Time: 2036.66 ms [2021-04-06 21:26:43 main:581] : INFO : Epoch 1782 | loss: 0.0311981 | val_loss: 0.0311959 | Time: 2026.37 ms [2021-04-06 21:26:45 main:581] : INFO : Epoch 1783 | loss: 0.0311946 | val_loss: 0.031189 | Time: 2084.58 ms [2021-04-06 21:26:47 main:581] : INFO : Epoch 1784 | loss: 0.0311961 | val_loss: 0.0311991 | Time: 2038.44 ms [2021-04-06 21:26:49 main:581] : INFO : Epoch 1785 | loss: 0.0311971 | val_loss: 0.0311885 | Time: 2035.21 ms [2021-04-06 21:26:52 main:581] : INFO : Epoch 1786 | loss: 0.0311967 | val_loss: 0.0311907 | Time: 2021.53 ms [2021-04-06 21:26:54 main:581] : INFO : Epoch 1787 | loss: 0.0311914 | val_loss: 0.0311878 | Time: 2018.64 ms [2021-04-06 21:26:56 main:581] : INFO : Epoch 1788 | loss: 0.0311893 | val_loss: 0.0311851 | Time: 2021 ms [2021-04-06 21:26:58 main:581] : INFO : Epoch 1789 | loss: 0.03119 | val_loss: 0.0311832 | Time: 2024.03 ms [2021-04-06 21:27:00 main:581] : INFO : Epoch 1790 | loss: 0.0311877 | val_loss: 0.0311836 | Time: 2036.62 ms [2021-04-06 21:27:02 main:581] : INFO : Epoch 1791 | loss: 0.0311876 | val_loss: 0.0311865 | Time: 2039.15 ms [2021-04-06 21:27:04 main:581] : INFO : Epoch 1792 | loss: 0.0312035 | val_loss: 0.031184 | Time: 2033.1 ms [2021-04-06 21:27:06 main:581] : INFO : Epoch 1793 | loss: 0.0311964 | val_loss: 0.0311839 | Time: 1970.52 ms [2021-04-06 21:27:08 main:581] : INFO : Epoch 1794 | loss: 0.0311931 | val_loss: 0.0311842 | Time: 2019.31 ms [2021-04-06 21:27:10 main:581] : INFO : Epoch 1795 | loss: 0.0311897 | val_loss: 0.031199 | Time: 2024.2 ms [2021-04-06 21:27:12 main:581] : INFO : Epoch 1796 | loss: 0.0311937 | val_loss: 0.0311842 | Time: 2070.24 ms [2021-04-06 21:27:14 main:581] : INFO : Epoch 1797 | loss: 0.031187 | val_loss: 0.0311805 | Time: 2100.75 ms [2021-04-06 21:27:16 main:581] : INFO : Epoch 1798 | loss: 0.0311874 | val_loss: 0.0311861 | Time: 2033.95 ms [2021-04-06 21:27:18 main:581] : INFO : Epoch 1799 | loss: 0.0311847 | val_loss: 0.0311791 | Time: 2037.23 ms [2021-04-06 21:27:20 main:581] : INFO : Epoch 1800 | loss: 0.0311904 | val_loss: 0.0311916 | Time: 2000.73 ms [2021-04-06 21:27:22 main:581] : INFO : Epoch 1801 | loss: 0.0311843 | val_loss: 0.0311782 | Time: 2049.61 ms [2021-04-06 21:27:24 main:581] : INFO : Epoch 1802 | loss: 0.0311836 | val_loss: 0.0311779 | Time: 2039.07 ms [2021-04-06 21:27:26 main:581] : INFO : Epoch 1803 | loss: 0.0311931 | val_loss: 0.0311846 | Time: 2048.24 ms [2021-04-06 21:27:28 main:581] : INFO : Epoch 1804 | loss: 0.0311856 | val_loss: 0.0311777 | Time: 2143.21 ms [2021-04-06 21:27:30 main:581] : INFO : Epoch 1805 | loss: 0.0311836 | val_loss: 0.0311779 | Time: 2129.18 ms [2021-04-06 21:27:32 main:581] : INFO : Epoch 1806 | loss: 0.0311818 | val_loss: 0.031181 | Time: 2059.55 ms [2021-04-06 21:27:34 main:581] : INFO : Epoch 1807 | loss: 0.0311827 | val_loss: 0.0311764 | Time: 2094.61 ms [2021-04-06 21:27:37 main:581] : INFO : Epoch 1808 | loss: 0.0311798 | val_loss: 0.0311766 | Time: 2030.6 ms [2021-04-06 21:27:39 main:581] : INFO : Epoch 1809 | loss: 0.0311813 | val_loss: 0.0311755 | Time: 2048.86 ms [2021-04-06 21:27:41 main:581] : INFO : Epoch 1810 | loss: 0.0311822 | val_loss: 0.0311998 | Time: 2061.17 ms [2021-04-06 21:27:43 main:581] : INFO : Epoch 1811 | loss: 0.0311914 | val_loss: 0.0311821 | Time: 2070.2 ms [2021-04-06 21:27:45 main:581] : INFO : Epoch 1812 | loss: 0.0311862 | val_loss: 0.031179 | Time: 2042.9 ms [2021-04-06 21:27:47 main:581] : INFO : Epoch 1813 | loss: 0.0311844 | val_loss: 0.0311775 | Time: 2035.25 ms [2021-04-06 21:27:49 main:581] : INFO : Epoch 1814 | loss: 0.031179 | val_loss: 0.0311767 | Time: 2048.57 ms [2021-04-06 21:27:51 main:581] : INFO : Epoch 1815 | loss: 0.0311852 | val_loss: 0.0311746 | Time: 2042.89 ms [2021-04-06 21:27:53 main:581] : INFO : Epoch 1816 | loss: 0.0311807 | val_loss: 0.0311745 | Time: 2059.04 ms [2021-04-06 21:27:55 main:581] : INFO : Epoch 1817 | loss: 0.0311786 | val_loss: 0.0311742 | Time: 2045.09 ms [2021-04-06 21:27:57 main:581] : INFO : Epoch 1818 | loss: 0.0311825 | val_loss: 0.0311918 | Time: 2047.96 ms [2021-04-06 21:27:59 main:581] : INFO : Epoch 1819 | loss: 0.0311864 | val_loss: 0.0311764 | Time: 2028.5 ms [2021-04-06 21:28:01 main:581] : INFO : Epoch 1820 | loss: 0.0311813 | val_loss: 0.0311755 | Time: 2015.54 ms [2021-04-06 21:28:03 main:581] : INFO : Epoch 1821 | loss: 0.0311796 | val_loss: 0.031173 | Time: 2030.11 ms [2021-04-06 21:28:05 main:581] : INFO : Epoch 1822 | loss: 0.0311826 | val_loss: 0.0311904 | Time: 2038.86 ms [2021-04-06 21:28:07 main:581] : INFO : Epoch 1823 | loss: 0.0311902 | val_loss: 0.03118 | Time: 2031.27 ms [2021-04-06 21:28:09 main:581] : INFO : Epoch 1824 | loss: 0.0311828 | val_loss: 0.0311733 | Time: 2038.46 ms [2021-04-06 21:28:11 main:581] : INFO : Epoch 1825 | loss: 0.03118 | val_loss: 0.0311799 | Time: 2049.81 ms [2021-04-06 21:28:13 main:581] : INFO : Epoch 1826 | loss: 0.0311779 | val_loss: 0.031181 | Time: 2037.19 ms [2021-04-06 21:28:15 main:581] : INFO : Epoch 1827 | loss: 0.0311793 | val_loss: 0.0311721 | Time: 2061.95 ms [2021-04-06 21:28:17 main:581] : INFO : Epoch 1828 | loss: 0.0311765 | val_loss: 0.0311734 | Time: 2062.42 ms [2021-04-06 21:28:19 main:581] : INFO : Epoch 1829 | loss: 0.0311758 | val_loss: 0.0311708 | Time: 2023.9 ms [2021-04-06 21:28:21 main:581] : INFO : Epoch 1830 | loss: 0.0311759 | val_loss: 0.0311719 | Time: 2048.1 ms [2021-04-06 21:28:24 main:581] : INFO : Epoch 1831 | loss: 0.0311743 | val_loss: 0.0311739 | Time: 2126.31 ms [2021-04-06 21:28:26 main:581] : INFO : Epoch 1832 | loss: 0.0311747 | val_loss: 0.0311706 | Time: 2020.18 ms [2021-04-06 21:28:28 main:581] : INFO : Epoch 1833 | loss: 0.0311747 | val_loss: 0.0311759 | Time: 2004.07 ms [2021-04-06 21:28:30 main:581] : INFO : Epoch 1834 | loss: 0.0311788 | val_loss: 0.0311929 | Time: 2079.92 ms [2021-04-06 21:28:32 main:581] : INFO : Epoch 1835 | loss: 0.0311836 | val_loss: 0.0311725 | Time: 2016.11 ms [2021-04-06 21:28:34 main:581] : INFO : Epoch 1836 | loss: 0.0311806 | val_loss: 0.0311704 | Time: 2075.79 ms [2021-04-06 21:28:36 main:581] : INFO : Epoch 1837 | loss: 0.0311797 | val_loss: 0.0311697 | Time: 2081.54 ms [2021-04-06 21:28:38 main:581] : INFO : Epoch 1838 | loss: 0.0311747 | val_loss: 0.0311691 | Time: 2046.82 ms [2021-04-06 21:28:40 main:581] : INFO : Epoch 1839 | loss: 0.0311734 | val_loss: 0.0311689 | Time: 2061.53 ms [2021-04-06 21:28:42 main:581] : INFO : Epoch 1840 | loss: 0.0311741 | val_loss: 0.0311694 | Time: 2036.99 ms [2021-04-06 21:28:44 main:581] : INFO : Epoch 1841 | loss: 0.0311754 | val_loss: 0.031168 | Time: 2060.88 ms [2021-04-06 21:28:46 main:581] : INFO : Epoch 1842 | loss: 0.0311775 | val_loss: 0.0311774 | Time: 2042.55 ms [2021-04-06 21:28:48 main:581] : INFO : Epoch 1843 | loss: 0.0311719 | val_loss: 0.0311685 | Time: 2029.78 ms [2021-04-06 21:28:50 main:581] : INFO : Epoch 1844 | loss: 0.0311728 | val_loss: 0.0311675 | Time: 2037.72 ms [2021-04-06 21:28:52 main:581] : INFO : Epoch 1845 | loss: 0.0311711 | val_loss: 0.0311675 | Time: 1987.76 ms [2021-04-06 21:28:54 main:581] : INFO : Epoch 1846 | loss: 0.0311709 | val_loss: 0.0311672 | Time: 2034.49 ms [2021-04-06 21:28:56 main:581] : INFO : Epoch 1847 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 2028.22 ms [2021-04-06 21:28:58 main:581] : INFO : Epoch 1848 | loss: 0.0311725 | val_loss: 0.0311674 | Time: 2030.03 ms [2021-04-06 21:29:00 main:581] : INFO : Epoch 1849 | loss: 0.0311702 | val_loss: 0.0311663 | Time: 2019.35 ms [2021-04-06 21:29:02 main:581] : INFO : Epoch 1850 | loss: 0.0311693 | val_loss: 0.0311686 | Time: 2030.06 ms [2021-04-06 21:29:04 main:581] : INFO : Epoch 1851 | loss: 0.031171 | val_loss: 0.0311698 | Time: 1998.79 ms [2021-04-06 21:29:06 main:581] : INFO : Epoch 1852 | loss: 0.0311689 | val_loss: 0.0311664 | Time: 2025.86 ms [2021-04-06 21:29:08 main:581] : INFO : Epoch 1853 | loss: 0.0311694 | val_loss: 0.0311666 | Time: 2040.4 ms [2021-04-06 21:29:10 main:581] : INFO : Epoch 1854 | loss: 0.0311694 | val_loss: 0.0311654 | Time: 2045.91 ms [2021-04-06 21:29:13 main:581] : INFO : Epoch 1855 | loss: 0.0311692 | val_loss: 0.0311746 | Time: 2065.85 ms [2021-04-06 21:29:15 main:581] : INFO : Epoch 1856 | loss: 0.0311691 | val_loss: 0.0311676 | Time: 2032.66 ms [2021-04-06 21:29:17 main:581] : INFO : Epoch 1857 | loss: 0.0311741 | val_loss: 0.0311729 | Time: 2055.47 ms [2021-04-06 21:29:19 main:581] : INFO : Epoch 1858 | loss: 0.0311754 | val_loss: 0.0311669 | Time: 2064.93 ms [2021-04-06 21:29:21 main:581] : INFO : Epoch 1859 | loss: 0.0311699 | val_loss: 0.0311647 | Time: 2069.13 ms [2021-04-06 21:29:23 main:581] : INFO : Epoch 1860 | loss: 0.031167 | val_loss: 0.0311642 | Time: 2114.68 ms [2021-04-06 21:29:25 main:581] : INFO : Epoch 1861 | loss: 0.031173 | val_loss: 0.0311683 | Time: 1973.61 ms [2021-04-06 21:29:27 main:581] : INFO : Epoch 1862 | loss: 0.0311715 | val_loss: 0.0311663 | Time: 2027.64 ms [2021-04-06 21:29:29 main:581] : INFO : Epoch 1863 | loss: 0.031166 | val_loss: 0.0311679 | Time: 2032.37 ms [2021-04-06 21:29:31 main:581] : INFO : Epoch 1864 | loss: 0.0311667 | val_loss: 0.0311698 | Time: 2034.75 ms [2021-04-06 21:29:33 main:581] : INFO : Epoch 1865 | loss: 0.031168 | val_loss: 0.0311633 | Time: 2039.82 ms [2021-04-06 21:29:35 main:581] : INFO : Epoch 1866 | loss: 0.0311672 | val_loss: 0.0311734 | Time: 2046.55 ms [2021-04-06 21:29:37 main:581] : INFO : Epoch 1867 | loss: 0.0311753 | val_loss: 0.0311636 | Time: 2028.74 ms [2021-04-06 21:29:39 main:581] : INFO : Epoch 1868 | loss: 0.031168 | val_loss: 0.0311633 | Time: 2087.9 ms [2021-04-06 21:29:41 main:581] : INFO : Epoch 1869 | loss: 0.0311657 | val_loss: 0.0311749 | Time: 2115.44 ms [2021-04-06 21:29:43 main:581] : INFO : Epoch 1870 | loss: 0.0311666 | val_loss: 0.031164 | Time: 2113.37 ms [2021-04-06 21:29:45 main:581] : INFO : Epoch 1871 | loss: 0.0311658 | val_loss: 0.0311707 | Time: 2100.13 ms [2021-04-06 21:29:47 main:581] : INFO : Epoch 1872 | loss: 0.0311689 | val_loss: 0.0311664 | Time: 2022.72 ms [2021-04-06 21:29:50 main:581] : INFO : Epoch 1873 | loss: 0.0311694 | val_loss: 0.0311674 | Time: 2093.64 ms [2021-04-06 21:29:52 main:581] : INFO : Epoch 1874 | loss: 0.031171 | val_loss: 0.031166 | Time: 2027.1 ms [2021-04-06 21:29:54 main:581] : INFO : Epoch 1875 | loss: 0.0311701 | val_loss: 0.0311641 | Time: 1982.27 ms [2021-04-06 21:29:56 main:581] : INFO : Epoch 1876 | loss: 0.0311703 | val_loss: 0.0311672 | Time: 2019.73 ms [2021-04-06 21:29:58 main:581] : INFO : Epoch 1877 | loss: 0.0311672 | val_loss: 0.0311611 | Time: 2018.97 ms [2021-04-06 21:30:00 main:581] : INFO : Epoch 1878 | loss: 0.0311617 | val_loss: 0.0311611 | Time: 2030.98 ms [2021-04-06 21:30:02 main:581] : INFO : Epoch 1879 | loss: 0.0311613 | val_loss: 0.0311596 | Time: 2056.8 ms [2021-04-06 21:30:04 main:581] : INFO : Epoch 1880 | loss: 0.0311624 | val_loss: 0.0311598 | Time: 2065.05 ms [2021-04-06 21:30:06 main:581] : INFO : Epoch 1881 | loss: 0.031162 | val_loss: 0.0311624 | Time: 2046.32 ms [2021-04-06 21:30:08 main:581] : INFO : Epoch 1882 | loss: 0.0311616 | val_loss: 0.0311612 | Time: 2022.05 ms [2021-04-06 21:30:10 main:581] : INFO : Epoch 1883 | loss: 0.031165 | val_loss: 0.0311608 | Time: 2030.19 ms [2021-04-06 21:30:12 main:581] : INFO : Epoch 1884 | loss: 0.0311603 | val_loss: 0.031159 | Time: 2040.76 ms [2021-04-06 21:30:14 main:581] : INFO : Epoch 1885 | loss: 0.0311604 | val_loss: 0.0311597 | Time: 2039.55 ms [2021-04-06 21:30:16 main:581] : INFO : Epoch 1886 | loss: 0.0311624 | val_loss: 0.0311711 | Time: 2074.2 ms [2021-04-06 21:30:18 main:581] : INFO : Epoch 1887 | loss: 0.0311614 | val_loss: 0.0311581 | Time: 2072.52 ms [2021-04-06 21:30:20 main:581] : INFO : Epoch 1888 | loss: 0.0311609 | val_loss: 0.0311585 | Time: 2131.95 ms [2021-04-06 21:30:22 main:581] : INFO : Epoch 1889 | loss: 0.0311602 | val_loss: 0.0311585 | Time: 2126.91 ms [2021-04-06 21:30:25 main:581] : INFO : Epoch 1890 | loss: 0.0311618 | val_loss: 0.03116 | Time: 2127.1 ms [2021-04-06 21:30:27 main:581] : INFO : Epoch 1891 | loss: 0.0311647 | val_loss: 0.0311606 | Time: 2128.1 ms [2021-04-06 21:30:29 main:581] : INFO : Epoch 1892 | loss: 0.0311726 | val_loss: 0.0311706 | Time: 2130.61 ms [2021-04-06 21:30:31 main:581] : INFO : Epoch 1893 | loss: 0.0311603 | val_loss: 0.0311557 | Time: 2058.44 ms [2021-04-06 21:30:33 main:581] : INFO : Epoch 1894 | loss: 0.0311574 | val_loss: 0.0311569 | Time: 2049.71 ms [2021-04-06 21:30:35 main:581] : INFO : Epoch 1895 | loss: 0.0311599 | val_loss: 0.0311651 | Time: 2024.89 ms [2021-04-06 21:30:37 main:581] : INFO : Epoch 1896 | loss: 0.0311645 | val_loss: 0.0311603 | Time: 2015.07 ms [2021-04-06 21:30:39 main:581] : INFO : Epoch 1897 | loss: 0.031156 | val_loss: 0.0311645 | Time: 2003.03 ms [2021-04-06 21:30:41 main:581] : INFO : Epoch 1898 | loss: 0.0311663 | val_loss: 0.0311565 | Time: 2009.66 ms [2021-04-06 21:30:43 main:581] : INFO : Epoch 1899 | loss: 0.0311595 | val_loss: 0.0311549 | Time: 2053.26 ms [2021-04-06 21:30:45 main:581] : INFO : Epoch 1900 | loss: 0.0311581 | val_loss: 0.0311621 | Time: 2038.3 ms [2021-04-06 21:30:47 main:581] : INFO : Epoch 1901 | loss: 0.0311638 | val_loss: 0.0311676 | Time: 2014.24 ms [2021-04-06 21:30:49 main:581] : INFO : Epoch 1902 | loss: 0.0311566 | val_loss: 0.031171 | Time: 2048.04 ms [2021-04-06 21:30:51 main:581] : INFO : Epoch 1903 | loss: 0.0311619 | val_loss: 0.031162 | Time: 2044.78 ms [2021-04-06 21:30:53 main:581] : INFO : Epoch 1904 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 2044.66 ms [2021-04-06 21:30:55 main:581] : INFO : Epoch 1905 | loss: 0.0311632 | val_loss: 0.0311682 | Time: 2037.38 ms [2021-04-06 21:30:57 main:581] : INFO : Epoch 1906 | loss: 0.0311647 | val_loss: 0.0311585 | Time: 2029.99 ms [2021-04-06 21:30:59 main:581] : INFO : Epoch 1907 | loss: 0.0311669 | val_loss: 0.0311565 | Time: 2077.31 ms [2021-04-06 21:31:01 main:581] : INFO : Epoch 1908 | loss: 0.0311558 | val_loss: 0.0311578 | Time: 2062.1 ms [2021-04-06 21:31:03 main:581] : INFO : Epoch 1909 | loss: 0.031157 | val_loss: 0.0311591 | Time: 2055.31 ms [2021-04-06 21:31:05 main:581] : INFO : Epoch 1910 | loss: 0.0311533 | val_loss: 0.0311544 | Time: 2062.45 ms [2021-04-06 21:31:08 main:581] : INFO : Epoch 1911 | loss: 0.0311617 | val_loss: 0.0311653 | Time: 2047.89 ms [2021-04-06 21:31:10 main:581] : INFO : Epoch 1912 | loss: 0.0311578 | val_loss: 0.0311573 | Time: 2038.5 ms [2021-04-06 21:31:12 main:581] : INFO : Epoch 1913 | loss: 0.0311535 | val_loss: 0.0311523 | Time: 2057.12 ms [2021-04-06 21:31:14 main:581] : INFO : Epoch 1914 | loss: 0.0311564 | val_loss: 0.0311557 | Time: 2049.13 ms [2021-04-06 21:31:16 main:581] : INFO : Epoch 1915 | loss: 0.0311576 | val_loss: 0.0311508 | Time: 2046.16 ms [2021-04-06 21:31:18 main:581] : INFO : Epoch 1916 | loss: 0.0311582 | val_loss: 0.0311647 | Time: 2025.64 ms [2021-04-06 21:31:20 main:581] : INFO : Epoch 1917 | loss: 0.0311543 | val_loss: 0.0311553 | Time: 2054.91 ms [2021-04-06 21:31:22 main:581] : INFO : Epoch 1918 | loss: 0.0311504 | val_loss: 0.031153 | Time: 2102.62 ms [2021-04-06 21:31:24 main:581] : INFO : Epoch 1919 | loss: 0.0311488 | val_loss: 0.0311514 | Time: 2038.22 ms [2021-04-06 21:31:26 main:581] : INFO : Epoch 1920 | loss: 0.0311509 | val_loss: 0.031174 | Time: 1999.09 ms [2021-04-06 21:31:28 main:581] : INFO : Epoch 1921 | loss: 0.031175 | val_loss: 0.0311695 | Time: 2041.3 ms [2021-04-06 21:31:30 main:581] : INFO : Epoch 1922 | loss: 0.0311672 | val_loss: 0.0311621 | Time: 2049.5 ms [2021-04-06 21:31:32 main:581] : INFO : Epoch 1923 | loss: 0.0311625 | val_loss: 0.0311572 | Time: 2038.82 ms [2021-04-06 21:31:34 main:581] : INFO : Epoch 1924 | loss: 0.0311617 | val_loss: 0.0311735 | Time: 2027 ms [2021-04-06 21:31:36 main:581] : INFO : Epoch 1925 | loss: 0.0311676 | val_loss: 0.0311616 | Time: 2007.91 ms [2021-04-06 21:31:38 main:581] : INFO : Epoch 1926 | loss: 0.0311601 | val_loss: 0.0311563 | Time: 2024.13 ms [2021-04-06 21:31:40 main:581] : INFO : Epoch 1927 | loss: 0.0311565 | val_loss: 0.0311555 | Time: 2054.07 ms [2021-04-06 21:31:42 main:581] : INFO : Epoch 1928 | loss: 0.0311581 | val_loss: 0.0311538 | Time: 2050.79 ms [2021-04-06 21:31:44 main:581] : INFO : Epoch 1929 | loss: 0.031152 | val_loss: 0.0311527 | Time: 2042.33 ms [2021-04-06 21:31:46 main:581] : INFO : Epoch 1930 | loss: 0.0311512 | val_loss: 0.0311515 | Time: 2023.25 ms [2021-04-06 21:31:48 main:581] : INFO : Epoch 1931 | loss: 0.0311509 | val_loss: 0.031153 | Time: 2031.46 ms [2021-04-06 21:31:50 main:581] : INFO : Epoch 1932 | loss: 0.0311496 | val_loss: 0.0311552 | Time: 2079.83 ms [2021-04-06 21:31:52 main:581] : INFO : Epoch 1933 | loss: 0.0311503 | val_loss: 0.0311537 | Time: 2040.16 ms [2021-04-06 21:31:55 main:581] : INFO : Epoch 1934 | loss: 0.0311533 | val_loss: 0.0311548 | Time: 2050.34 ms [2021-04-06 21:31:57 main:581] : INFO : Epoch 1935 | loss: 0.0311535 | val_loss: 0.0311554 | Time: 2080.41 ms [2021-04-06 21:31:59 main:581] : INFO : Epoch 1936 | loss: 0.0311532 | val_loss: 0.0311511 | Time: 2073 ms [2021-04-06 21:32:01 main:581] : INFO : Epoch 1937 | loss: 0.0311519 | val_loss: 0.0311541 | Time: 2063.89 ms [2021-04-06 21:32:03 main:581] : INFO : Epoch 1938 | loss: 0.0311539 | val_loss: 0.0311529 | Time: 2024.33 ms [2021-04-06 21:32:05 main:581] : INFO : Epoch 1939 | loss: 0.0311482 | val_loss: 0.0311513 | Time: 2002.84 ms [2021-04-06 21:32:07 main:581] : INFO : Epoch 1940 | loss: 0.0311476 | val_loss: 0.0311503 | Time: 2041.93 ms [2021-04-06 21:32:09 main:581] : INFO : Epoch 1941 | loss: 0.031149 | val_loss: 0.0311524 | Time: 2063.58 ms [2021-04-06 21:32:11 main:581] : INFO : Epoch 1942 | loss: 0.0311578 | val_loss: 0.0311629 | Time: 2033.03 ms [2021-04-06 21:32:13 main:581] : INFO : Epoch 1943 | loss: 0.0311496 | val_loss: 0.0311489 | Time: 2016.45 ms [2021-04-06 21:32:15 main:581] : INFO : Epoch 1944 | loss: 0.0311446 | val_loss: 0.0311504 | Time: 2039.46 ms [2021-04-06 21:32:17 main:581] : INFO : Epoch 1945 | loss: 0.0311434 | val_loss: 0.0311516 | Time: 2053.25 ms [2021-04-06 21:32:19 main:581] : INFO : Epoch 1946 | loss: 0.0311439 | val_loss: 0.0311495 | Time: 2056.14 ms [2021-04-06 21:32:21 main:581] : INFO : Epoch 1947 | loss: 0.0311458 | val_loss: 0.0311577 | Time: 2077.32 ms [2021-04-06 21:32:23 main:581] : INFO : Epoch 1948 | loss: 0.0311467 | val_loss: 0.031155 | Time: 2051.9 ms [2021-04-06 21:32:25 main:581] : INFO : Epoch 1949 | loss: 0.0311484 | val_loss: 0.0311511 | Time: 2062.61 ms [2021-04-06 21:32:27 main:581] : INFO : Epoch 1950 | loss: 0.031147 | val_loss: 0.031152 | Time: 2037.48 ms [2021-04-06 21:32:29 main:581] : INFO : Epoch 1951 | loss: 0.0311442 | val_loss: 0.0311535 | Time: 2010.92 ms [2021-04-06 21:32:31 main:581] : INFO : Epoch 1952 | loss: 0.0311422 | val_loss: 0.0311504 | Time: 2023.62 ms [2021-04-06 21:32:33 main:581] : INFO : Epoch 1953 | loss: 0.0311402 | val_loss: 0.0311519 | Time: 2011.85 ms [2021-04-06 21:32:35 main:581] : INFO : Epoch 1954 | loss: 0.0311436 | val_loss: 0.0311563 | Time: 2011.35 ms [2021-04-06 21:32:37 main:581] : INFO : Epoch 1955 | loss: 0.0311541 | val_loss: 0.0311559 | Time: 2020.88 ms [2021-04-06 21:32:39 main:581] : INFO : Epoch 1956 | loss: 0.0311486 | val_loss: 0.0311509 | Time: 2049.01 ms [2021-04-06 21:32:41 main:581] : INFO : Epoch 1957 | loss: 0.0311453 | val_loss: 0.0311605 | Time: 2067.36 ms [2021-04-06 21:32:44 main:581] : INFO : Epoch 1958 | loss: 0.0311463 | val_loss: 0.0311591 | Time: 2051.71 ms [2021-04-06 21:32:46 main:581] : INFO : Epoch 1959 | loss: 0.0311473 | val_loss: 0.0311542 | Time: 2023.34 ms [2021-04-06 21:32:48 main:581] : INFO : Epoch 1960 | loss: 0.0311458 | val_loss: 0.0311527 | Time: 2018.44 ms [2021-04-06 21:32:50 main:581] : INFO : Epoch 1961 | loss: 0.0311466 | val_loss: 0.0311569 | Time: 2012.96 ms [2021-04-06 21:32:52 main:581] : INFO : Epoch 1962 | loss: 0.0311519 | val_loss: 0.0311553 | Time: 2021.24 ms [2021-04-06 21:32:54 main:581] : INFO : Epoch 1963 | loss: 0.0311421 | val_loss: 0.0311507 | Time: 2046.66 ms [2021-04-06 21:32:56 main:581] : INFO : Epoch 1964 | loss: 0.0311404 | val_loss: 0.03115 | Time: 2045.55 ms [2021-04-06 21:32:58 main:581] : INFO : Epoch 1965 | loss: 0.0311392 | val_loss: 0.0311477 | Time: 2047.93 ms [2021-04-06 21:33:00 main:581] : INFO : Epoch 1966 | loss: 0.0311392 | val_loss: 0.0311499 | Time: 2048.86 ms [2021-04-06 21:33:02 main:581] : INFO : Epoch 1967 | loss: 0.0311393 | val_loss: 0.0311529 | Time: 2068.57 ms [2021-04-06 21:33:04 main:581] : INFO : Epoch 1968 | loss: 0.0311395 | val_loss: 0.0311463 | Time: 2045.51 ms [2021-04-06 21:33:06 main:581] : INFO : Epoch 1969 | loss: 0.031137 | val_loss: 0.0311474 | Time: 2013.24 ms [2021-04-06 21:33:08 main:581] : INFO : Epoch 1970 | loss: 0.0311369 | val_loss: 0.0311501 | Time: 2043.69 ms [2021-04-06 21:33:10 main:581] : INFO : Epoch 1971 | loss: 0.0311365 | val_loss: 0.03115 | Time: 2024.32 ms [2021-04-06 21:33:12 main:581] : INFO : Epoch 1972 | loss: 0.0311356 | val_loss: 0.0311542 | Time: 2030.21 ms [2021-04-06 21:33:14 main:581] : INFO : Epoch 1973 | loss: 0.0311354 | val_loss: 0.0311481 | Time: 2051.56 ms [2021-04-06 21:33:16 main:581] : INFO : Epoch 1974 | loss: 0.0311381 | val_loss: 0.031166 | Time: 2023.84 ms [2021-04-06 21:33:18 main:581] : INFO : Epoch 1975 | loss: 0.0311431 | val_loss: 0.0311531 | Time: 2076.54 ms [2021-04-06 21:33:20 main:581] : INFO : Epoch 1976 | loss: 0.0311382 | val_loss: 0.0311474 | Time: 2076.72 ms [2021-04-06 21:33:22 main:581] : INFO : Epoch 1977 | loss: 0.0311356 | val_loss: 0.0311473 | Time: 2044.89 ms [2021-04-06 21:33:24 main:581] : INFO : Epoch 1978 | loss: 0.0311361 | val_loss: 0.0311522 | Time: 2064.46 ms [2021-04-06 21:33:26 main:581] : INFO : Epoch 1979 | loss: 0.0311343 | val_loss: 0.0311527 | Time: 2086.91 ms [2021-04-06 21:33:29 main:581] : INFO : Epoch 1980 | loss: 0.0311358 | val_loss: 0.0311499 | Time: 2090.7 ms [2021-04-06 21:33:31 main:581] : INFO : Epoch 1981 | loss: 0.0311382 | val_loss: 0.0311519 | Time: 2044.47 ms [2021-04-06 21:33:33 main:581] : INFO : Epoch 1982 | loss: 0.0311349 | val_loss: 0.0311476 | Time: 2040.02 ms [2021-04-06 21:33:35 main:581] : INFO : Epoch 1983 | loss: 0.0311356 | val_loss: 0.0311557 | Time: 2042.18 ms [2021-04-06 21:33:37 main:581] : INFO : Epoch 1984 | loss: 0.0311342 | val_loss: 0.0311478 | Time: 2042.84 ms [2021-04-06 21:33:39 main:581] : INFO : Epoch 1985 | loss: 0.0311351 | val_loss: 0.0311481 | Time: 2043.14 ms [2021-04-06 21:33:41 main:581] : INFO : Epoch 1986 | loss: 0.0311398 | val_loss: 0.0311551 | Time: 2046.85 ms [2021-04-06 21:33:43 main:581] : INFO : Epoch 1987 | loss: 0.0311327 | val_loss: 0.0311489 | Time: 2042.71 ms [2021-04-06 21:33:45 main:581] : INFO : Epoch 1988 | loss: 0.0311314 | val_loss: 0.031152 | Time: 2044.28 ms [2021-04-06 21:33:47 main:581] : INFO : Epoch 1989 | loss: 0.0311334 | val_loss: 0.0311521 | Time: 2040.98 ms [2021-04-06 21:33:49 main:581] : INFO : Epoch 1990 | loss: 0.0311331 | val_loss: 0.0311483 | Time: 2041.64 ms [2021-04-06 21:33:51 main:581] : INFO : Epoch 1991 | loss: 0.0311319 | val_loss: 0.031153 | Time: 2041 ms [2021-04-06 21:33:53 main:581] : INFO : Epoch 1992 | loss: 0.0311376 | val_loss: 0.0311471 | Time: 2010.87 ms [2021-04-06 21:33:55 main:581] : INFO : Epoch 1993 | loss: 0.031135 | val_loss: 0.0311472 | Time: 2040.84 ms [2021-04-06 21:33:57 main:581] : INFO : Epoch 1994 | loss: 0.0311439 | val_loss: 0.0311555 | Time: 2041.32 ms [2021-04-06 21:33:59 main:581] : INFO : Epoch 1995 | loss: 0.0311373 | val_loss: 0.0311472 | Time: 2060.93 ms [2021-04-06 21:34:01 main:581] : INFO : Epoch 1996 | loss: 0.0311314 | val_loss: 0.0311467 | Time: 2042.51 ms [2021-04-06 21:34:03 main:581] : INFO : Epoch 1997 | loss: 0.0311319 | val_loss: 0.0311497 | Time: 2037.64 ms [2021-04-06 21:34:05 main:581] : INFO : Epoch 1998 | loss: 0.0311311 | val_loss: 0.0311506 | Time: 2023.1 ms [2021-04-06 21:34:07 main:581] : INFO : Epoch 1999 | loss: 0.0311304 | val_loss: 0.0311495 | Time: 2043.21 ms [2021-04-06 21:34:09 main:581] : INFO : Epoch 2000 | loss: 0.0311307 | val_loss: 0.031151 | Time: 2036.88 ms [2021-04-06 21:34:11 main:581] : INFO : Epoch 2001 | loss: 0.0311308 | val_loss: 0.0311504 | Time: 2038.95 ms [2021-04-06 21:34:13 main:581] : INFO : Epoch 2002 | loss: 0.0311297 | val_loss: 0.0311475 | Time: 2053.12 ms [2021-04-06 21:34:16 main:581] : INFO : Epoch 2003 | loss: 0.0311259 | val_loss: 0.0311617 | Time: 2039.9 ms [2021-04-06 21:34:18 main:581] : INFO : Epoch 2004 | loss: 0.0311284 | val_loss: 0.031168 | Time: 2043.26 ms [2021-04-06 21:34:20 main:581] : INFO : Epoch 2005 | loss: 0.0311387 | val_loss: 0.0311633 | Time: 2052.43 ms [2021-04-06 21:34:22 main:581] : INFO : Epoch 2006 | loss: 0.0311347 | val_loss: 0.0311504 | Time: 2038.44 ms [2021-04-06 21:34:24 main:581] : INFO : Epoch 2007 | loss: 0.0311308 | val_loss: 0.03115 | Time: 2073.79 ms [2021-04-06 21:34:26 main:581] : INFO : Epoch 2008 | loss: 0.0311288 | val_loss: 0.0311515 | Time: 2024.92 ms [2021-04-06 21:34:28 main:581] : INFO : Epoch 2009 | loss: 0.0311286 | val_loss: 0.0311512 | Time: 2015.74 ms [2021-04-06 21:34:30 main:581] : INFO : Epoch 2010 | loss: 0.0311298 | val_loss: 0.0311494 | Time: 2016.6 ms [2021-04-06 21:34:32 main:581] : INFO : Epoch 2011 | loss: 0.0311355 | val_loss: 0.0311503 | Time: 2014.68 ms [2021-04-06 21:34:34 main:581] : INFO : Epoch 2012 | loss: 0.0311339 | val_loss: 0.0311506 | Time: 2015.21 ms [2021-04-06 21:34:36 main:581] : INFO : Epoch 2013 | loss: 0.0311308 | val_loss: 0.0311517 | Time: 2013.84 ms [2021-04-06 21:34:38 main:581] : INFO : Epoch 2014 | loss: 0.0311284 | val_loss: 0.0311464 | Time: 2013.86 ms [2021-04-06 21:34:40 main:581] : INFO : Epoch 2015 | loss: 0.0311294 | val_loss: 0.0311491 | Time: 1990.73 ms [2021-04-06 21:34:42 main:581] : INFO : Epoch 2016 | loss: 0.0311271 | val_loss: 0.0311498 | Time: 2022.39 ms [2021-04-06 21:34:44 main:581] : INFO : Epoch 2017 | loss: 0.0311287 | val_loss: 0.0311527 | Time: 2012.4 ms [2021-04-06 21:34:46 main:581] : INFO : Epoch 2018 | loss: 0.0311303 | val_loss: 0.0311582 | Time: 2019.38 ms [2021-04-06 21:34:48 main:581] : INFO : Epoch 2019 | loss: 0.0311294 | val_loss: 0.0311565 | Time: 2016.03 ms [2021-04-06 21:34:50 main:581] : INFO : Epoch 2020 | loss: 0.0311321 | val_loss: 0.031154 | Time: 2017.74 ms [2021-04-06 21:34:52 main:581] : INFO : Epoch 2021 | loss: 0.0311252 | val_loss: 0.0311536 | Time: 2014.4 ms [2021-04-06 21:34:54 main:581] : INFO : Epoch 2022 | loss: 0.0311263 | val_loss: 0.0311505 | Time: 2018.56 ms [2021-04-06 21:34:56 main:581] : INFO : Epoch 2023 | loss: 0.0311283 | val_loss: 0.0311495 | Time: 2018.99 ms [2021-04-06 21:34:58 main:581] : INFO : Epoch 2024 | loss: 0.03113 | val_loss: 0.0311508 | Time: 2012.42 ms [2021-04-06 21:35:00 main:581] : INFO : Epoch 2025 | loss: 0.0311306 | val_loss: 0.0311596 | Time: 2013.62 ms [2021-04-06 21:35:02 main:581] : INFO : Epoch 2026 | loss: 0.0311266 | val_loss: 0.0311564 | Time: 2012.77 ms [2021-04-06 21:35:04 main:581] : INFO : Epoch 2027 | loss: 0.031128 | val_loss: 0.0311495 | Time: 2011.91 ms [2021-04-06 21:35:06 main:581] : INFO : Epoch 2028 | loss: 0.0311277 | val_loss: 0.0311505 | Time: 2018.28 ms [2021-04-06 21:35:08 main:581] : INFO : Epoch 2029 | loss: 0.0311298 | val_loss: 0.0311539 | Time: 2020.19 ms [2021-04-06 21:35:10 main:581] : INFO : Epoch 2030 | loss: 0.031127 | val_loss: 0.0311503 | Time: 2009.66 ms [2021-04-06 21:35:12 main:581] : INFO : Epoch 2031 | loss: 0.0311333 | val_loss: 0.0311667 | Time: 2020.24 ms [2021-04-06 21:35:14 main:581] : INFO : Epoch 2032 | loss: 0.0311347 | val_loss: 0.0311511 | Time: 2069.89 ms [2021-04-06 21:35:16 main:581] : INFO : Epoch 2033 | loss: 0.031126 | val_loss: 0.0311525 | Time: 2080.26 ms [2021-04-06 21:35:18 main:581] : INFO : Epoch 2034 | loss: 0.031129 | val_loss: 0.031159 | Time: 2056.28 ms [2021-04-06 21:35:20 main:581] : INFO : Epoch 2035 | loss: 0.0311276 | val_loss: 0.0311506 | Time: 2019.01 ms [2021-04-06 21:35:22 main:581] : INFO : Epoch 2036 | loss: 0.0311263 | val_loss: 0.0311562 | Time: 2041.31 ms [2021-04-06 21:35:24 main:581] : INFO : Epoch 2037 | loss: 0.0311242 | val_loss: 0.0311537 | Time: 2050.03 ms [2021-04-06 21:35:26 main:581] : INFO : Epoch 2038 | loss: 0.0311234 | val_loss: 0.0311503 | Time: 2033.88 ms [2021-04-06 21:35:28 main:581] : INFO : Epoch 2039 | loss: 0.0311249 | val_loss: 0.031152 | Time: 2005.72 ms [2021-04-06 21:35:30 main:581] : INFO : Epoch 2040 | loss: 0.0311262 | val_loss: 0.031154 | Time: 2023.77 ms [2021-04-06 21:35:32 main:581] : INFO : Epoch 2041 | loss: 0.0311276 | val_loss: 0.0311446 | Time: 2005.54 ms [2021-04-06 21:35:34 main:581] : INFO : Epoch 2042 | loss: 0.0311275 | val_loss: 0.0311482 | Time: 2013.4 ms [2021-04-06 21:35:37 main:581] : INFO : Epoch 2043 | loss: 0.0311238 | val_loss: 0.0311459 | Time: 2047.77 ms [2021-04-06 21:35:39 main:581] : INFO : Epoch 2044 | loss: 0.0311247 | val_loss: 0.0311559 | Time: 2007.52 ms [2021-04-06 21:35:41 main:581] : INFO : Epoch 2045 | loss: 0.031131 | val_loss: 0.0311441 | Time: 1993.3 ms [2021-04-06 21:35:43 main:581] : INFO : Epoch 2046 | loss: 0.0311342 | val_loss: 0.0311469 | Time: 2021.42 ms [2021-04-06 21:35:45 main:581] : INFO : Epoch 2047 | loss: 0.0311309 | val_loss: 0.0311433 | Time: 2034.54 ms [2021-04-06 21:35:47 main:581] : INFO : Epoch 2048 | loss: 0.0311265 | val_loss: 0.0311433 | Time: 1977.13 ms [2021-04-06 21:35:47 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311433 [2021-04-06 21:35:47 main:610] : INFO : Saving end state to config to file [2021-04-06 21:35:47 main:615] : INFO : Success, exiting.. 21:35:47 (789274): 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)