Task 4647149
| Name | ParityMachine-1617071041-6731-1_1 |
| Workunit | 2613373 |
| Created | 6 Apr 2021, 23:59:19 UTC |
| Sent | 7 Apr 2021, 0:25:33 UTC |
| Report deadline | 14 Apr 2021, 0:25:33 UTC |
| Received | 7 Apr 2021, 11:54:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 10 min 43 sec |
| CPU time | 1 hours 10 min 38 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 | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> :581] : INFO : Epoch 1538 | loss: 0.0311121 | val_loss: 0.031185 | Time: 2059.9 ms [2021-04-07 07:36:17 main:581] : INFO : Epoch 1539 | loss: 0.0311193 | val_loss: 0.0311932 | Time: 2126.03 ms [2021-04-07 07:36:20 main:581] : INFO : Epoch 1540 | loss: 0.0311228 | val_loss: 0.0311962 | Time: 2088.3 ms [2021-04-07 07:36:22 main:581] : INFO : Epoch 1541 | loss: 0.031111 | val_loss: 0.0311805 | Time: 2048.12 ms [2021-04-07 07:36:24 main:581] : INFO : Epoch 1542 | loss: 0.0311097 | val_loss: 0.0311919 | Time: 2014.98 ms [2021-04-07 07:36:26 main:581] : INFO : Epoch 1543 | loss: 0.031109 | val_loss: 0.0311849 | Time: 2039.85 ms [2021-04-07 07:36:28 main:581] : INFO : Epoch 1544 | loss: 0.031105 | val_loss: 0.0311889 | Time: 2061.69 ms [2021-04-07 07:36:30 main:581] : INFO : Epoch 1545 | loss: 0.0311108 | val_loss: 0.0311947 | Time: 2083.54 ms [2021-04-07 07:36:32 main:581] : INFO : Epoch 1546 | loss: 0.0311105 | val_loss: 0.0311988 | Time: 2108.21 ms [2021-04-07 07:36:34 main:581] : INFO : Epoch 1547 | loss: 0.0311059 | val_loss: 0.0311871 | Time: 2093.55 ms [2021-04-07 07:36:36 main:581] : INFO : Epoch 1548 | loss: 0.0311062 | val_loss: 0.0311962 | Time: 2066.15 ms [2021-04-07 07:36:38 main:581] : INFO : Epoch 1549 | loss: 0.0311072 | val_loss: 0.0311912 | Time: 2058.67 ms [2021-04-07 07:36:40 main:581] : INFO : Epoch 1550 | loss: 0.0311134 | val_loss: 0.0311924 | Time: 2019.38 ms [2021-04-07 07:36:42 main:581] : INFO : Epoch 1551 | loss: 0.0311129 | val_loss: 0.0311919 | Time: 2040.32 ms [2021-04-07 07:36:44 main:581] : INFO : Epoch 1552 | loss: 0.0311172 | val_loss: 0.0311825 | Time: 2125.48 ms [2021-04-07 07:36:46 main:581] : INFO : Epoch 1553 | loss: 0.0311192 | val_loss: 0.0311812 | Time: 2080.85 ms [2021-04-07 07:36:49 main:581] : INFO : Epoch 1554 | loss: 0.0311191 | val_loss: 0.0311802 | Time: 2136.3 ms [2021-04-07 07:36:51 main:581] : INFO : Epoch 1555 | loss: 0.0311227 | val_loss: 0.0311841 | Time: 2161.19 ms [2021-04-07 07:36:53 main:581] : INFO : Epoch 1556 | loss: 0.0311148 | val_loss: 0.0311849 | Time: 2165.38 ms [2021-04-07 07:36:55 main:581] : INFO : Epoch 1557 | loss: 0.0311126 | val_loss: 0.031181 | Time: 1993.85 ms [2021-04-07 07:36:57 main:581] : INFO : Epoch 1558 | loss: 0.0311154 | val_loss: 0.0311934 | Time: 2063.71 ms [2021-04-07 07:36:59 main:581] : INFO : Epoch 1559 | loss: 0.031125 | val_loss: 0.0311782 | Time: 2068.16 ms [2021-04-07 07:37:01 main:581] : INFO : Epoch 1560 | loss: 0.0311228 | val_loss: 0.0311866 | Time: 2069.24 ms [2021-04-07 07:37:03 main:581] : INFO : Epoch 1561 | loss: 0.0311105 | val_loss: 0.0311889 | Time: 2069.65 ms [2021-04-07 07:37:05 main:581] : INFO : Epoch 1562 | loss: 0.0311094 | val_loss: 0.0311832 | Time: 2068.09 ms [2021-04-07 07:37:07 main:581] : INFO : Epoch 1563 | loss: 0.0311133 | val_loss: 0.0311905 | Time: 2063.79 ms [2021-04-07 07:37:09 main:581] : INFO : Epoch 1564 | loss: 0.031107 | val_loss: 0.0311894 | Time: 2069.26 ms [2021-04-07 07:37:11 main:581] : INFO : Epoch 1565 | loss: 0.031105 | val_loss: 0.031193 | Time: 2053.38 ms [2021-04-07 07:37:13 main:581] : INFO : Epoch 1566 | loss: 0.0311103 | val_loss: 0.0311897 | Time: 2046.87 ms [2021-04-07 07:37:15 main:581] : INFO : Epoch 1567 | loss: 0.0311067 | val_loss: 0.0311895 | Time: 2058.14 ms [2021-04-07 07:37:18 main:581] : INFO : Epoch 1568 | loss: 0.0311087 | val_loss: 0.0311891 | Time: 2074.53 ms [2021-04-07 07:37:20 main:581] : INFO : Epoch 1569 | loss: 0.0311241 | val_loss: 0.0311867 | Time: 2068.51 ms [2021-04-07 07:37:22 main:581] : INFO : Epoch 1570 | loss: 0.031116 | val_loss: 0.0311923 | Time: 2063.93 ms [2021-04-07 07:37:24 main:581] : INFO : Epoch 1571 | loss: 0.0311132 | val_loss: 0.0311766 | Time: 2064.64 ms [2021-04-07 07:37:26 main:581] : INFO : Epoch 1572 | loss: 0.0311147 | val_loss: 0.0311899 | Time: 2027.3 ms [2021-04-07 07:37:28 main:581] : INFO : Epoch 1573 | loss: 0.0311076 | val_loss: 0.0312039 | Time: 2060.81 ms [2021-04-07 07:37:30 main:581] : INFO : Epoch 1574 | loss: 0.031106 | val_loss: 0.0311838 | Time: 2060.09 ms [2021-04-07 07:37:32 main:581] : INFO : Epoch 1575 | loss: 0.0311138 | val_loss: 0.0312021 | Time: 2058.23 ms [2021-04-07 07:37:34 main:581] : INFO : Epoch 1576 | loss: 0.0311159 | val_loss: 0.0311936 | Time: 2059.19 ms [2021-04-07 07:37:36 main:581] : INFO : Epoch 1577 | loss: 0.0311137 | val_loss: 0.0311866 | Time: 2060.46 ms [2021-04-07 07:37:38 main:581] : INFO : Epoch 1578 | loss: 0.0311131 | val_loss: 0.0312107 | Time: 2056.6 ms [2021-04-07 07:37:40 main:581] : INFO : Epoch 1579 | loss: 0.0311121 | val_loss: 0.0311966 | Time: 2063.3 ms [2021-04-07 07:37:42 main:581] : INFO : Epoch 1580 | loss: 0.0311121 | val_loss: 0.0311871 | Time: 2062.76 ms [2021-04-07 07:37:44 main:581] : INFO : Epoch 1581 | loss: 0.0311036 | val_loss: 0.0311966 | Time: 2062.86 ms [2021-04-07 07:37:46 main:581] : INFO : Epoch 1582 | loss: 0.0311042 | val_loss: 0.0311896 | Time: 2060.95 ms [2021-04-07 07:37:48 main:581] : INFO : Epoch 1583 | loss: 0.0311035 | val_loss: 0.0311951 | Time: 2059.08 ms [2021-04-07 07:37:50 main:581] : INFO : Epoch 1584 | loss: 0.0311033 | val_loss: 0.0311989 | Time: 2060.32 ms [2021-04-07 07:37:53 main:581] : INFO : Epoch 1585 | loss: 0.0311042 | val_loss: 0.0311881 | Time: 2056.96 ms [2021-04-07 07:37:55 main:581] : INFO : Epoch 1586 | loss: 0.0311046 | val_loss: 0.0311998 | Time: 2053.71 ms [2021-04-07 07:37:57 main:581] : INFO : Epoch 1587 | loss: 0.0311106 | val_loss: 0.0311956 | Time: 2059.72 ms [2021-04-07 07:37:59 main:581] : INFO : Epoch 1588 | loss: 0.0311078 | val_loss: 0.0312073 | Time: 2060.26 ms [2021-04-07 07:38:01 main:581] : INFO : Epoch 1589 | loss: 0.0311112 | val_loss: 0.0311889 | Time: 2065.25 ms [2021-04-07 07:38:03 main:581] : INFO : Epoch 1590 | loss: 0.0311133 | val_loss: 0.0311858 | Time: 2064.35 ms [2021-04-07 07:38:05 main:581] : INFO : Epoch 1591 | loss: 0.0311122 | val_loss: 0.0311962 | Time: 2066.71 ms [2021-04-07 07:38:07 main:581] : INFO : Epoch 1592 | loss: 0.0311075 | val_loss: 0.0311896 | Time: 2067.98 ms [2021-04-07 07:38:09 main:581] : INFO : Epoch 1593 | loss: 0.031105 | val_loss: 0.0312069 | Time: 2062.3 ms [2021-04-07 07:38:11 main:581] : INFO : Epoch 1594 | loss: 0.0311104 | val_loss: 0.0311919 | Time: 2049.26 ms [2021-04-07 07:38:13 main:581] : INFO : Epoch 1595 | loss: 0.0311131 | val_loss: 0.0312083 | Time: 2046.89 ms [2021-04-07 07:38:15 main:581] : INFO : Epoch 1596 | loss: 0.0311081 | val_loss: 0.0312058 | Time: 2054.17 ms [2021-04-07 07:38:17 main:581] : INFO : Epoch 1597 | loss: 0.0311049 | val_loss: 0.0311918 | Time: 2087.93 ms [2021-04-07 07:38:19 main:581] : INFO : Epoch 1598 | loss: 0.0311057 | val_loss: 0.0311919 | Time: 2062.49 ms [2021-04-07 07:38:21 main:581] : INFO : Epoch 1599 | loss: 0.0311092 | val_loss: 0.0311885 | Time: 2034.12 ms [2021-04-07 07:38:23 main:581] : INFO : Epoch 1600 | loss: 0.0311061 | val_loss: 0.0311978 | Time: 2060.61 ms [2021-04-07 07:38:26 main:581] : INFO : Epoch 1601 | loss: 0.0311044 | val_loss: 0.0311943 | Time: 2068.84 ms [2021-04-07 07:38:28 main:581] : INFO : Epoch 1602 | loss: 0.0311054 | val_loss: 0.0311958 | Time: 2067.45 ms [2021-04-07 07:38:30 main:581] : INFO : Epoch 1603 | loss: 0.0311054 | val_loss: 0.0311947 | Time: 2065.48 ms [2021-04-07 07:38:32 main:581] : INFO : Epoch 1604 | loss: 0.0311051 | val_loss: 0.0311994 | Time: 2091.34 ms [2021-04-07 07:38:34 main:581] : INFO : Epoch 1605 | loss: 0.0311075 | val_loss: 0.0312017 | Time: 2062.43 ms [2021-04-07 07:38:36 main:581] : INFO : Epoch 1606 | loss: 0.0311054 | val_loss: 0.0311986 | Time: 2092.43 ms [2021-04-07 07:38:38 main:581] : INFO : Epoch 1607 | loss: 0.0311078 | val_loss: 0.0312023 | Time: 2089.15 ms [2021-04-07 07:38:40 main:581] : INFO : Epoch 1608 | loss: 0.0311023 | val_loss: 0.0312005 | Time: 2081.34 ms [2021-04-07 07:38:42 main:581] : INFO : Epoch 1609 | loss: 0.0311053 | val_loss: 0.031198 | Time: 2074.08 ms [2021-04-07 07:38:44 main:581] : INFO : Epoch 1610 | loss: 0.0311024 | val_loss: 0.0312085 | Time: 2063.55 ms [2021-04-07 07:38:46 main:581] : INFO : Epoch 1611 | loss: 0.0311022 | val_loss: 0.0312029 | Time: 2128.15 ms [2021-04-07 07:38:48 main:581] : INFO : Epoch 1612 | loss: 0.0311039 | val_loss: 0.0311991 | Time: 2171.87 ms [2021-04-07 07:38:51 main:581] : INFO : Epoch 1613 | loss: 0.0311008 | val_loss: 0.0311889 | Time: 2096.91 ms [2021-04-07 07:38:53 main:581] : INFO : Epoch 1614 | loss: 0.0311562 | val_loss: 0.03117 | Time: 2078.68 ms [2021-04-07 07:38:55 main:581] : INFO : Epoch 1615 | loss: 0.0311589 | val_loss: 0.0311671 | Time: 2097.98 ms [2021-04-07 07:38:57 main:581] : INFO : Epoch 1616 | loss: 0.0311538 | val_loss: 0.0311653 | Time: 2102.92 ms [2021-04-07 07:38:59 main:581] : INFO : Epoch 1617 | loss: 0.0311523 | val_loss: 0.0311684 | Time: 2118.8 ms [2021-04-07 07:39:01 main:581] : INFO : Epoch 1618 | loss: 0.0311508 | val_loss: 0.031167 | Time: 2167.93 ms [2021-04-07 07:39:03 main:581] : INFO : Epoch 1619 | loss: 0.0311505 | val_loss: 0.0311674 | Time: 2088.47 ms [2021-04-07 07:39:05 main:581] : INFO : Epoch 1620 | loss: 0.0311466 | val_loss: 0.0311667 | Time: 2089.15 ms [2021-04-07 07:39:07 main:581] : INFO : Epoch 1621 | loss: 0.0311505 | val_loss: 0.031176 | Time: 2084.24 ms [2021-04-07 07:39:10 main:581] : INFO : Epoch 1622 | loss: 0.0311519 | val_loss: 0.0311643 | Time: 2091.81 ms [2021-04-07 07:39:12 main:581] : INFO : Epoch 1623 | loss: 0.0311468 | val_loss: 0.0311638 | Time: 2093.18 ms [2021-04-07 07:39:14 main:581] : INFO : Epoch 1624 | loss: 0.0311445 | val_loss: 0.0311609 | Time: 2094.64 ms [2021-04-07 07:39:16 main:581] : INFO : Epoch 1625 | loss: 0.0311433 | val_loss: 0.0311695 | Time: 2059.37 ms [2021-04-07 07:39:18 main:581] : INFO : Epoch 1626 | loss: 0.0311464 | val_loss: 0.031166 | Time: 2050.08 ms [2021-04-07 07:39:20 main:581] : INFO : Epoch 1627 | loss: 0.0311439 | val_loss: 0.0311654 | Time: 2046.33 ms [2021-04-07 07:39:22 main:581] : INFO : Epoch 1628 | loss: 0.0311403 | val_loss: 0.0311648 | Time: 2063.27 ms [2021-04-07 07:39:24 main:581] : INFO : Epoch 1629 | loss: 0.031139 | val_loss: 0.0311671 | Time: 2014.14 ms [2021-04-07 07:39:26 main:581] : INFO : Epoch 1630 | loss: 0.0311392 | val_loss: 0.031166 | Time: 2035.94 ms [2021-04-07 07:39:28 main:581] : INFO : Epoch 1631 | loss: 0.0311384 | val_loss: 0.0311663 | Time: 2033.08 ms [2021-04-07 07:39:30 main:581] : INFO : Epoch 1632 | loss: 0.0311402 | val_loss: 0.0311691 | Time: 2058.58 ms [2021-04-07 07:39:32 main:581] : INFO : Epoch 1633 | loss: 0.0311431 | val_loss: 0.0311645 | Time: 2091.58 ms [2021-04-07 07:39:34 main:581] : INFO : Epoch 1634 | loss: 0.0311402 | val_loss: 0.0311634 | Time: 2054.5 ms [2021-04-07 07:39:36 main:581] : INFO : Epoch 1635 | loss: 0.0311383 | val_loss: 0.0311675 | Time: 2080.58 ms [2021-04-07 07:39:38 main:581] : INFO : Epoch 1636 | loss: 0.0311364 | val_loss: 0.0311737 | Time: 2114.7 ms [2021-04-07 07:39:41 main:581] : INFO : Epoch 1637 | loss: 0.0311369 | val_loss: 0.0311696 | Time: 2153.35 ms [2021-04-07 07:39:43 main:581] : INFO : Epoch 1638 | loss: 0.0311348 | val_loss: 0.0311719 | Time: 2053.38 ms [2021-04-07 07:39:45 main:581] : INFO : Epoch 1639 | loss: 0.0311358 | val_loss: 0.0311715 | Time: 2076.87 ms [2021-04-07 07:39:47 main:581] : INFO : Epoch 1640 | loss: 0.0311351 | val_loss: 0.0311704 | Time: 2080.91 ms [2021-04-07 07:39:49 main:581] : INFO : Epoch 1641 | loss: 0.0311334 | val_loss: 0.0311688 | Time: 2092.6 ms [2021-04-07 07:39:51 main:581] : INFO : Epoch 1642 | loss: 0.0311336 | val_loss: 0.0311705 | Time: 2043.95 ms [2021-04-07 07:39:53 main:581] : INFO : Epoch 1643 | loss: 0.0311323 | val_loss: 0.0311698 | Time: 2067.32 ms [2021-04-07 07:39:55 main:581] : INFO : Epoch 1644 | loss: 0.0311322 | val_loss: 0.0311694 | Time: 2043.04 ms [2021-04-07 07:39:57 main:581] : INFO : Epoch 1645 | loss: 0.0311314 | val_loss: 0.0311701 | Time: 2045.42 ms [2021-04-07 07:39:59 main:581] : INFO : Epoch 1646 | loss: 0.0311308 | val_loss: 0.0311734 | Time: 2066.44 ms [2021-04-07 07:40:01 main:581] : INFO : Epoch 1647 | loss: 0.0311329 | val_loss: 0.0311701 | Time: 2068.46 ms [2021-04-07 07:40:03 main:581] : INFO : Epoch 1648 | loss: 0.0311346 | val_loss: 0.0311709 | Time: 2083.05 ms [2021-04-07 07:40:05 main:581] : INFO : Epoch 1649 | loss: 0.0311357 | val_loss: 0.0311748 | Time: 2058.53 ms [2021-04-07 07:40:07 main:581] : INFO : Epoch 1650 | loss: 0.0311379 | val_loss: 0.0311695 | Time: 2051.01 ms [2021-04-07 07:40:09 main:581] : INFO : Epoch 1651 | loss: 0.0311522 | val_loss: 0.0311677 | Time: 2049.85 ms [2021-04-07 07:40:12 main:581] : INFO : Epoch 1652 | loss: 0.0311567 | val_loss: 0.0311666 | Time: 2084.21 ms [2021-04-07 07:40:14 main:581] : INFO : Epoch 1653 | loss: 0.0311493 | val_loss: 0.031165 | Time: 2173.44 ms [2021-04-07 07:40:16 main:581] : INFO : Epoch 1654 | loss: 0.0311451 | val_loss: 0.031167 | Time: 2071.25 ms [2021-04-07 07:40:18 main:581] : INFO : Epoch 1655 | loss: 0.0311407 | val_loss: 0.0311661 | Time: 2032.99 ms [2021-04-07 07:40:20 main:581] : INFO : Epoch 1656 | loss: 0.0311428 | val_loss: 0.0311667 | Time: 2058.86 ms [2021-04-07 07:40:22 main:581] : INFO : Epoch 1657 | loss: 0.0311432 | val_loss: 0.0311665 | Time: 2062.15 ms [2021-04-07 07:40:24 main:581] : INFO : Epoch 1658 | loss: 0.0311393 | val_loss: 0.0311679 | Time: 2088.38 ms [2021-04-07 07:40:26 main:581] : INFO : Epoch 1659 | loss: 0.0311366 | val_loss: 0.031183 | Time: 2074.49 ms [2021-04-07 07:40:28 main:581] : INFO : Epoch 1660 | loss: 0.0311396 | val_loss: 0.0311706 | Time: 2094.23 ms [2021-04-07 07:40:30 main:581] : INFO : Epoch 1661 | loss: 0.0311403 | val_loss: 0.0311664 | Time: 2079.47 ms [2021-04-07 07:40:32 main:581] : INFO : Epoch 1662 | loss: 0.0311503 | val_loss: 0.0311766 | Time: 2044.49 ms [2021-04-07 07:40:34 main:581] : INFO : Epoch 1663 | loss: 0.0311513 | val_loss: 0.0311674 | Time: 2039.46 ms [2021-04-07 07:40:36 main:581] : INFO : Epoch 1664 | loss: 0.031146 | val_loss: 0.0311654 | Time: 2017.37 ms [2021-04-07 07:40:38 main:581] : INFO : Epoch 1665 | loss: 0.031143 | val_loss: 0.0311679 | Time: 2060.34 ms [2021-04-07 07:40:40 main:581] : INFO : Epoch 1666 | loss: 0.0311434 | val_loss: 0.0311694 | Time: 2062.43 ms [2021-04-07 07:40:43 main:581] : INFO : Epoch 1667 | loss: 0.0311396 | val_loss: 0.0311686 | Time: 2061.77 ms [2021-04-07 07:40:45 main:581] : INFO : Epoch 1668 | loss: 0.0311385 | val_loss: 0.0311695 | Time: 2052.25 ms [2021-04-07 07:40:47 main:581] : INFO : Epoch 1669 | loss: 0.0311368 | val_loss: 0.0311682 | Time: 2053.69 ms [2021-04-07 07:40:49 main:581] : INFO : Epoch 1670 | loss: 0.0311343 | val_loss: 0.0311706 | Time: 2025.81 ms [2021-04-07 07:40:51 main:581] : INFO : Epoch 1671 | loss: 0.0311363 | val_loss: 0.0311675 | Time: 2154.36 ms [2021-04-07 07:40:53 main:581] : INFO : Epoch 1672 | loss: 0.0311373 | val_loss: 0.0311668 | Time: 2164.56 ms [2021-04-07 07:40:55 main:581] : INFO : Epoch 1673 | loss: 0.0311419 | val_loss: 0.0311772 | Time: 2164.81 ms [2021-04-07 07:40:57 main:581] : INFO : Epoch 1674 | loss: 0.0311418 | val_loss: 0.0311659 | Time: 2070.02 ms [2021-04-07 07:40:59 main:581] : INFO : Epoch 1675 | loss: 0.0311364 | val_loss: 0.0311731 | Time: 2068.24 ms [2021-04-07 07:41:01 main:581] : INFO : Epoch 1676 | loss: 0.0311351 | val_loss: 0.0311741 | Time: 2069.57 ms [2021-04-07 07:41:03 main:581] : INFO : Epoch 1677 | loss: 0.031135 | val_loss: 0.0311724 | Time: 2054.71 ms [2021-04-07 07:41:05 main:581] : INFO : Epoch 1678 | loss: 0.0311322 | val_loss: 0.031174 | Time: 2037.1 ms [2021-04-07 07:41:08 main:581] : INFO : Epoch 1679 | loss: 0.03113 | val_loss: 0.0311718 | Time: 2046.62 ms [2021-04-07 07:41:10 main:581] : INFO : Epoch 1680 | loss: 0.0311295 | val_loss: 0.0311764 | Time: 2055.41 ms [2021-04-07 07:41:12 main:581] : INFO : Epoch 1681 | loss: 0.0311307 | val_loss: 0.0311725 | Time: 2065.13 ms [2021-04-07 07:41:14 main:581] : INFO : Epoch 1682 | loss: 0.0311315 | val_loss: 0.0311751 | Time: 2072.67 ms [2021-04-07 07:41:16 main:581] : INFO : Epoch 1683 | loss: 0.0311323 | val_loss: 0.0311712 | Time: 2058.56 ms [2021-04-07 07:41:18 main:581] : INFO : Epoch 1684 | loss: 0.0311301 | val_loss: 0.0311747 | Time: 2062.9 ms [2021-04-07 07:41:20 main:581] : INFO : Epoch 1685 | loss: 0.0311288 | val_loss: 0.0311743 | Time: 2050.86 ms [2021-04-07 07:41:22 main:581] : INFO : Epoch 1686 | loss: 0.0311286 | val_loss: 0.0311734 | Time: 2048.75 ms [2021-04-07 07:41:24 main:581] : INFO : Epoch 1687 | loss: 0.0311299 | val_loss: 0.0311741 | Time: 2059.54 ms [2021-04-07 07:41:26 main:581] : INFO : Epoch 1688 | loss: 0.0311324 | val_loss: 0.031169 | Time: 2027.86 ms [2021-04-07 07:41:28 main:581] : INFO : Epoch 1689 | loss: 0.03113 | val_loss: 0.0311722 | Time: 2063.22 ms [2021-04-07 07:41:30 main:581] : INFO : Epoch 1690 | loss: 0.0311281 | val_loss: 0.0311777 | Time: 2096.73 ms [2021-04-07 07:41:32 main:581] : INFO : Epoch 1691 | loss: 0.0311272 | val_loss: 0.0311738 | Time: 2133.73 ms [2021-04-07 07:41:34 main:581] : INFO : Epoch 1692 | loss: 0.031129 | val_loss: 0.0311761 | Time: 2063.92 ms [2021-04-07 07:41:36 main:581] : INFO : Epoch 1693 | loss: 0.0311271 | val_loss: 0.0311769 | Time: 2049.93 ms [2021-04-07 07:41:38 main:581] : INFO : Epoch 1694 | loss: 0.0311382 | val_loss: 0.0311717 | Time: 2068.29 ms [2021-04-07 07:41:41 main:581] : INFO : Epoch 1695 | loss: 0.0311377 | val_loss: 0.0311689 | Time: 2048.39 ms [2021-04-07 07:41:43 main:581] : INFO : Epoch 1696 | loss: 0.0311334 | val_loss: 0.0311695 | Time: 2042.26 ms [2021-04-07 07:41:45 main:581] : INFO : Epoch 1697 | loss: 0.0311378 | val_loss: 0.0311724 | Time: 2056.5 ms [2021-04-07 07:41:47 main:581] : INFO : Epoch 1698 | loss: 0.031133 | val_loss: 0.0311721 | Time: 2055.18 ms [2021-04-07 07:41:49 main:581] : INFO : Epoch 1699 | loss: 0.0311292 | val_loss: 0.0311741 | Time: 2044.66 ms [2021-04-07 07:41:51 main:581] : INFO : Epoch 1700 | loss: 0.0311306 | val_loss: 0.0311783 | Time: 2048.98 ms [2021-04-07 07:41:53 main:581] : INFO : Epoch 1701 | loss: 0.0311267 | val_loss: 0.0311746 | Time: 2053.67 ms [2021-04-07 07:41:55 main:581] : INFO : Epoch 1702 | loss: 0.0311271 | val_loss: 0.0311738 | Time: 2050.01 ms [2021-04-07 07:41:57 main:581] : INFO : Epoch 1703 | loss: 0.0311287 | val_loss: 0.0311756 | Time: 2047.54 ms [2021-04-07 07:41:59 main:581] : INFO : Epoch 1704 | loss: 0.0311294 | val_loss: 0.0311776 | Time: 2055.42 ms [2021-04-07 07:42:01 main:581] : INFO : Epoch 1705 | loss: 0.0311257 | val_loss: 0.0311767 | Time: 2049.47 ms [2021-04-07 07:42:03 main:581] : INFO : Epoch 1706 | loss: 0.03113 | val_loss: 0.0311749 | Time: 2010.81 ms [2021-04-07 07:42:05 main:581] : INFO : Epoch 1707 | loss: 0.0311273 | val_loss: 0.0311744 | Time: 2062.67 ms [2021-04-07 07:42:07 main:581] : INFO : Epoch 1708 | loss: 0.0311249 | val_loss: 0.0311775 | Time: 2061.85 ms [2021-04-07 07:42:09 main:581] : INFO : Epoch 1709 | loss: 0.0311255 | val_loss: 0.0311844 | Time: 2048.64 ms [2021-04-07 07:42:11 main:581] : INFO : Epoch 1710 | loss: 0.0311324 | val_loss: 0.0311847 | Time: 2027.27 ms [2021-04-07 07:42:13 main:581] : INFO : Epoch 1711 | loss: 0.0311307 | val_loss: 0.0311722 | Time: 2063.06 ms [2021-04-07 07:42:15 main:581] : INFO : Epoch 1712 | loss: 0.0311305 | val_loss: 0.0311706 | Time: 2056.32 ms [2021-04-07 07:42:17 main:581] : INFO : Epoch 1713 | loss: 0.031126 | val_loss: 0.0311747 | Time: 2067.39 ms [2021-04-07 07:42:20 main:581] : INFO : Epoch 1714 | loss: 0.0311255 | val_loss: 0.0311701 | Time: 2090.38 ms [2021-04-07 07:42:22 main:581] : INFO : Epoch 1715 | loss: 0.0311241 | val_loss: 0.0311769 | Time: 2082.77 ms [2021-04-07 07:42:24 main:581] : INFO : Epoch 1716 | loss: 0.0311226 | val_loss: 0.031174 | Time: 2074.69 ms [2021-04-07 07:42:26 main:581] : INFO : Epoch 1717 | loss: 0.0311209 | val_loss: 0.0311744 | Time: 2098.99 ms [2021-04-07 07:42:28 main:581] : INFO : Epoch 1718 | loss: 0.0311204 | val_loss: 0.0311816 | Time: 2092.99 ms [2021-04-07 07:42:30 main:581] : INFO : Epoch 1719 | loss: 0.0311191 | val_loss: 0.0311725 | Time: 2052.61 ms [2021-04-07 07:42:32 main:581] : INFO : Epoch 1720 | loss: 0.0311203 | val_loss: 0.0311733 | Time: 2095.48 ms [2021-04-07 07:42:34 main:581] : INFO : Epoch 1721 | loss: 0.0311201 | val_loss: 0.0311808 | Time: 2064.47 ms [2021-04-07 07:42:36 main:581] : INFO : Epoch 1722 | loss: 0.0311192 | val_loss: 0.0311836 | Time: 2043.28 ms [2021-04-07 07:42:38 main:581] : INFO : Epoch 1723 | loss: 0.0311191 | val_loss: 0.0311796 | Time: 2103.31 ms [2021-04-07 07:42:40 main:581] : INFO : Epoch 1724 | loss: 0.0311197 | val_loss: 0.0311832 | Time: 2144.05 ms [2021-04-07 07:42:43 main:581] : INFO : Epoch 1725 | loss: 0.0311199 | val_loss: 0.0311798 | Time: 2116.91 ms [2021-04-07 07:42:45 main:581] : INFO : Epoch 1726 | loss: 0.0311219 | val_loss: 0.031207 | Time: 2084.28 ms [2021-04-07 07:42:47 main:581] : INFO : Epoch 1727 | loss: 0.0311312 | val_loss: 0.0311776 | Time: 2086.11 ms [2021-04-07 07:42:49 main:581] : INFO : Epoch 1728 | loss: 0.0311349 | val_loss: 0.0311734 | Time: 2047.65 ms [2021-04-07 07:42:51 main:581] : INFO : Epoch 1729 | loss: 0.0311287 | val_loss: 0.0311759 | Time: 2115.02 ms [2021-04-07 07:42:53 main:581] : INFO : Epoch 1730 | loss: 0.031126 | val_loss: 0.0311777 | Time: 2088.08 ms [2021-04-07 07:42:55 main:581] : INFO : Epoch 1731 | loss: 0.0311271 | val_loss: 0.0311758 | Time: 2061.86 ms [2021-04-07 07:42:57 main:581] : INFO : Epoch 1732 | loss: 0.0311271 | val_loss: 0.0311752 | Time: 2051.66 ms [2021-04-07 07:42:59 main:581] : INFO : Epoch 1733 | loss: 0.0311243 | val_loss: 0.031191 | Time: 2047.36 ms [2021-04-07 07:43:01 main:581] : INFO : Epoch 1734 | loss: 0.0311248 | val_loss: 0.0311874 | Time: 2053.62 ms [2021-04-07 07:43:03 main:581] : INFO : Epoch 1735 | loss: 0.0311201 | val_loss: 0.0311856 | Time: 2026.82 ms [2021-04-07 07:43:05 main:581] : INFO : Epoch 1736 | loss: 0.0311208 | val_loss: 0.031183 | Time: 2052.42 ms [2021-04-07 07:43:07 main:581] : INFO : Epoch 1737 | loss: 0.031118 | val_loss: 0.0311788 | Time: 2048.85 ms [2021-04-07 07:43:09 main:581] : INFO : Epoch 1738 | loss: 0.0311189 | val_loss: 0.0311783 | Time: 2066.2 ms [2021-04-07 07:43:11 main:581] : INFO : Epoch 1739 | loss: 0.0311219 | val_loss: 0.0311796 | Time: 2085.75 ms [2021-04-07 07:43:13 main:581] : INFO : Epoch 1740 | loss: 0.0311249 | val_loss: 0.0311829 | Time: 2062.41 ms [2021-04-07 07:43:16 main:581] : INFO : Epoch 1741 | loss: 0.0311201 | val_loss: 0.0311841 | Time: 2074.33 ms [2021-04-07 07:43:18 main:581] : INFO : Epoch 1742 | loss: 0.0311197 | val_loss: 0.0311831 | Time: 2042.78 ms [2021-04-07 07:43:20 main:581] : INFO : Epoch 1743 | loss: 0.0311171 | val_loss: 0.0311851 | Time: 2051.84 ms [2021-04-07 07:43:22 main:581] : INFO : Epoch 1744 | loss: 0.0311214 | val_loss: 0.0311866 | Time: 2043.13 ms [2021-04-07 07:43:24 main:581] : INFO : Epoch 1745 | loss: 0.0311203 | val_loss: 0.0311901 | Time: 2068.46 ms [2021-04-07 07:43:26 main:581] : INFO : Epoch 1746 | loss: 0.0311181 | val_loss: 0.03118 | Time: 2066.73 ms [2021-04-07 07:43:28 main:581] : INFO : Epoch 1747 | loss: 0.0311174 | val_loss: 0.0311784 | Time: 2071.19 ms [2021-04-07 07:43:30 main:581] : INFO : Epoch 1748 | loss: 0.0311185 | val_loss: 0.0311888 | Time: 2063.26 ms [2021-04-07 07:43:32 main:581] : INFO : Epoch 1749 | loss: 0.0311156 | val_loss: 0.0311856 | Time: 2062.62 ms [2021-04-07 07:43:34 main:581] : INFO : Epoch 1750 | loss: 0.0311153 | val_loss: 0.0311832 | Time: 2057.6 ms [2021-04-07 07:43:36 main:581] : INFO : Epoch 1751 | loss: 0.031118 | val_loss: 0.0311851 | Time: 2054.97 ms [2021-04-07 07:43:38 main:581] : INFO : Epoch 1752 | loss: 0.0311172 | val_loss: 0.0311828 | Time: 2053.02 ms [2021-04-07 07:43:40 main:581] : INFO : Epoch 1753 | loss: 0.0311179 | val_loss: 0.0311849 | Time: 2076.72 ms [2021-04-07 07:43:42 main:581] : INFO : Epoch 1754 | loss: 0.031114 | val_loss: 0.0311964 | Time: 2074.23 ms [2021-04-07 07:43:44 main:581] : INFO : Epoch 1755 | loss: 0.0311139 | val_loss: 0.0311864 | Time: 2088.47 ms [2021-04-07 07:43:47 main:581] : INFO : Epoch 1756 | loss: 0.0311133 | val_loss: 0.0311814 | Time: 2117.5 ms [2021-04-07 07:43:49 main:581] : INFO : Epoch 1757 | loss: 0.0311144 | val_loss: 0.0311893 | Time: 2061.36 ms [2021-04-07 07:43:51 main:581] : INFO : Epoch 1758 | loss: 0.0311176 | val_loss: 0.0311872 | Time: 2092.47 ms [2021-04-07 07:43:53 main:581] : INFO : Epoch 1759 | loss: 0.0311131 | val_loss: 0.0311858 | Time: 2057.68 ms [2021-04-07 07:43:55 main:581] : INFO : Epoch 1760 | loss: 0.0311125 | val_loss: 0.0311845 | Time: 2092.6 ms [2021-04-07 07:43:57 main:581] : INFO : Epoch 1761 | loss: 0.0311193 | val_loss: 0.0311845 | Time: 2025.14 ms [2021-04-07 07:43:59 main:581] : INFO : Epoch 1762 | loss: 0.0311263 | val_loss: 0.0311854 | Time: 2057.8 ms [2021-04-07 07:44:01 main:581] : INFO : Epoch 1763 | loss: 0.0311205 | val_loss: 0.0311815 | Time: 2074.04 ms [2021-04-07 07:44:03 main:581] : INFO : Epoch 1764 | loss: 0.0311196 | val_loss: 0.031183 | Time: 2058.71 ms [2021-04-07 07:44:05 main:581] : INFO : Epoch 1765 | loss: 0.0311214 | val_loss: 0.0311841 | Time: 2038.81 ms [2021-04-07 07:44:07 main:581] : INFO : Epoch 1766 | loss: 0.0311238 | val_loss: 0.0311904 | Time: 2044.77 ms [2021-04-07 07:44:09 main:581] : INFO : Epoch 1767 | loss: 0.0311166 | val_loss: 0.031194 | Time: 2056.32 ms [2021-04-07 07:44:11 main:581] : INFO : Epoch 1768 | loss: 0.0311161 | val_loss: 0.0311941 | Time: 2063.27 ms [2021-04-07 07:44:13 main:581] : INFO : Epoch 1769 | loss: 0.0311216 | val_loss: 0.0311757 | Time: 2057.12 ms [2021-04-07 07:44:15 main:581] : INFO : Epoch 1770 | loss: 0.0311222 | val_loss: 0.0311813 | Time: 2053.51 ms [2021-04-07 07:44:17 main:581] : INFO : Epoch 1771 | loss: 0.0311159 | val_loss: 0.0311777 | Time: 2053.38 ms [2021-04-07 07:44:19 main:581] : INFO : Epoch 1772 | loss: 0.0311155 | val_loss: 0.0311822 | Time: 2053.31 ms [2021-04-07 07:44:22 main:581] : INFO : Epoch 1773 | loss: 0.0311135 | val_loss: 0.0311818 | Time: 2048.11 ms [2021-04-07 07:44:24 main:581] : INFO : Epoch 1774 | loss: 0.0311209 | val_loss: 0.0311763 | Time: 2058.75 ms [2021-04-07 07:44:26 main:581] : INFO : Epoch 1775 | loss: 0.0311215 | val_loss: 0.0311822 | Time: 2054.97 ms [2021-04-07 07:44:28 main:581] : INFO : Epoch 1776 | loss: 0.0311149 | val_loss: 0.0311765 | Time: 2071.31 ms [2021-04-07 07:44:30 main:581] : INFO : Epoch 1777 | loss: 0.0311168 | val_loss: 0.0311952 | Time: 2053.73 ms [2021-04-07 07:44:32 main:581] : INFO : Epoch 1778 | loss: 0.0311158 | val_loss: 0.0311852 | Time: 2062.39 ms [2021-04-07 07:44:34 main:581] : INFO : Epoch 1779 | loss: 0.0311134 | val_loss: 0.0311754 | Time: 2049.24 ms [2021-04-07 07:44:36 main:581] : INFO : Epoch 1780 | loss: 0.0311172 | val_loss: 0.0311942 | Time: 2067.68 ms [2021-04-07 07:44:38 main:581] : INFO : Epoch 1781 | loss: 0.0311103 | val_loss: 0.0311842 | Time: 2086 ms [2021-04-07 07:44:40 main:581] : INFO : Epoch 1782 | loss: 0.0311116 | val_loss: 0.0311853 | Time: 2050.82 ms [2021-04-07 07:44:42 main:581] : INFO : Epoch 1783 | loss: 0.0311121 | val_loss: 0.031187 | Time: 2059.43 ms [2021-04-07 07:44:44 main:581] : INFO : Epoch 1784 | loss: 0.0311173 | val_loss: 0.0311847 | Time: 2077.61 ms [2021-04-07 07:44:46 main:581] : INFO : Epoch 1785 | loss: 0.0311107 | val_loss: 0.0311863 | Time: 2071.89 ms [2021-04-07 07:44:48 main:581] : INFO : Epoch 1786 | loss: 0.0311118 | val_loss: 0.0311881 | Time: 2061.16 ms [2021-04-07 07:44:50 main:581] : INFO : Epoch 1787 | loss: 0.0311117 | val_loss: 0.0311854 | Time: 2051.42 ms [2021-04-07 07:44:53 main:581] : INFO : Epoch 1788 | loss: 0.0311089 | val_loss: 0.0311876 | Time: 2079.42 ms [2021-04-07 07:44:55 main:581] : INFO : Epoch 1789 | loss: 0.0311129 | val_loss: 0.0311846 | Time: 2081.04 ms [2021-04-07 07:44:57 main:581] : INFO : Epoch 1790 | loss: 0.0311122 | val_loss: 0.0311841 | Time: 2101.08 ms [2021-04-07 07:44:59 main:581] : INFO : Epoch 1791 | loss: 0.0311103 | val_loss: 0.0311835 | Time: 2063.52 ms [2021-04-07 07:45:01 main:581] : INFO : Epoch 1792 | loss: 0.0311116 | val_loss: 0.0311889 | Time: 2064.39 ms [2021-04-07 07:45:03 main:581] : INFO : Epoch 1793 | loss: 0.0311091 | val_loss: 0.0311911 | Time: 2060.49 ms [2021-04-07 07:45:05 main:581] : INFO : Epoch 1794 | loss: 0.0311058 | val_loss: 0.0311881 | Time: 2058.45 ms [2021-04-07 07:45:07 main:581] : INFO : Epoch 1795 | loss: 0.0311137 | val_loss: 0.0311894 | Time: 2057.39 ms [2021-04-07 07:45:09 main:581] : INFO : Epoch 1796 | loss: 0.0311142 | val_loss: 0.0311912 | Time: 2063.41 ms [2021-04-07 07:45:11 main:581] : INFO : Epoch 1797 | loss: 0.0311099 | val_loss: 0.031183 | Time: 2060.88 ms [2021-04-07 07:45:13 main:581] : INFO : Epoch 1798 | loss: 0.0311181 | val_loss: 0.0311871 | Time: 2062.8 ms [2021-04-07 07:45:15 main:581] : INFO : Epoch 1799 | loss: 0.0311416 | val_loss: 0.0311721 | Time: 2061.69 ms [2021-04-07 07:45:17 main:581] : INFO : Epoch 1800 | loss: 0.0311352 | val_loss: 0.0311705 | Time: 2066.06 ms [2021-04-07 07:45:19 main:581] : INFO : Epoch 1801 | loss: 0.0311324 | val_loss: 0.0311777 | Time: 2065.68 ms [2021-04-07 07:45:21 main:581] : INFO : Epoch 1802 | loss: 0.0311306 | val_loss: 0.0311764 | Time: 2064.07 ms [2021-04-07 07:45:23 main:581] : INFO : Epoch 1803 | loss: 0.0311317 | val_loss: 0.0311716 | Time: 2058.07 ms [2021-04-07 07:45:26 main:581] : INFO : Epoch 1804 | loss: 0.0311286 | val_loss: 0.0311696 | Time: 2058.78 ms [2021-04-07 07:45:28 main:581] : INFO : Epoch 1805 | loss: 0.0311269 | val_loss: 0.0311745 | Time: 2057.91 ms [2021-04-07 07:45:30 main:581] : INFO : Epoch 1806 | loss: 0.0311247 | val_loss: 0.031176 | Time: 2055.98 ms [2021-04-07 07:45:32 main:581] : INFO : Epoch 1807 | loss: 0.0311252 | val_loss: 0.0311782 | Time: 2057.95 ms [2021-04-07 07:45:34 main:581] : INFO : Epoch 1808 | loss: 0.0311196 | val_loss: 0.0311795 | Time: 2062.34 ms [2021-04-07 07:45:36 main:581] : INFO : Epoch 1809 | loss: 0.0311184 | val_loss: 0.0311817 | Time: 2059.37 ms [2021-04-07 07:45:38 main:581] : INFO : Epoch 1810 | loss: 0.0311222 | val_loss: 0.0311837 | Time: 2064.64 ms [2021-04-07 07:45:40 main:581] : INFO : Epoch 1811 | loss: 0.0311207 | val_loss: 0.0311783 | Time: 2065.27 ms [2021-04-07 07:45:42 main:581] : INFO : Epoch 1812 | loss: 0.0311168 | val_loss: 0.031188 | Time: 2062.88 ms [2021-04-07 07:45:44 main:581] : INFO : Epoch 1813 | loss: 0.031115 | val_loss: 0.0311929 | Time: 2068.04 ms [2021-04-07 07:45:46 main:581] : INFO : Epoch 1814 | loss: 0.0311185 | val_loss: 0.0311831 | Time: 2051.32 ms [2021-04-07 07:45:48 main:581] : INFO : Epoch 1815 | loss: 0.0311175 | val_loss: 0.0311807 | Time: 2055.55 ms [2021-04-07 07:45:50 main:581] : INFO : Epoch 1816 | loss: 0.0311168 | val_loss: 0.0311796 | Time: 2105.04 ms [2021-04-07 07:45:52 main:581] : INFO : Epoch 1817 | loss: 0.0311129 | val_loss: 0.0311761 | Time: 1959.64 ms [2021-04-07 07:45:54 main:581] : INFO : Epoch 1818 | loss: 0.0311093 | val_loss: 0.0311832 | Time: 2092.47 ms [2021-04-07 07:45:56 main:581] : INFO : Epoch 1819 | loss: 0.0311105 | val_loss: 0.0311831 | Time: 2023.05 ms [2021-04-07 07:45:58 main:581] : INFO : Epoch 1820 | loss: 0.0311243 | val_loss: 0.0311737 | Time: 2064.46 ms [2021-04-07 07:46:01 main:581] : INFO : Epoch 1821 | loss: 0.0311279 | val_loss: 0.0311714 | Time: 2055.34 ms [2021-04-07 07:46:03 main:581] : INFO : Epoch 1822 | loss: 0.0311235 | val_loss: 0.0311835 | Time: 2068.74 ms [2021-04-07 07:46:05 main:581] : INFO : Epoch 1823 | loss: 0.0311223 | val_loss: 0.0311856 | Time: 2024.38 ms [2021-04-07 07:46:07 main:581] : INFO : Epoch 1824 | loss: 0.0311244 | val_loss: 0.0311835 | Time: 2051.79 ms [2021-04-07 07:46:09 main:581] : INFO : Epoch 1825 | loss: 0.0311194 | val_loss: 0.0311757 | Time: 2057.82 ms [2021-04-07 07:46:11 main:581] : INFO : Epoch 1826 | loss: 0.031116 | val_loss: 0.0311823 | Time: 2043.51 ms [2021-04-07 07:46:13 main:581] : INFO : Epoch 1827 | loss: 0.0311156 | val_loss: 0.0311808 | Time: 2061.16 ms [2021-04-07 07:46:15 main:581] : INFO : Epoch 1828 | loss: 0.0311152 | val_loss: 0.0311951 | Time: 2077.69 ms [2021-04-07 07:46:17 main:581] : INFO : Epoch 1829 | loss: 0.0311129 | val_loss: 0.0311843 | Time: 2060.45 ms [2021-04-07 07:46:19 main:581] : INFO : Epoch 1830 | loss: 0.0311165 | val_loss: 0.0311889 | Time: 2081.64 ms [2021-04-07 07:46:21 main:581] : INFO : Epoch 1831 | loss: 0.0311179 | val_loss: 0.0311947 | Time: 1958.38 ms [2021-04-07 07:46:23 main:581] : INFO : Epoch 1832 | loss: 0.0311164 | val_loss: 0.0311842 | Time: 2018.18 ms [2021-04-07 07:46:25 main:581] : INFO : Epoch 1833 | loss: 0.0311204 | val_loss: 0.0311961 | Time: 2068.17 ms [2021-04-07 07:46:27 main:581] : INFO : Epoch 1834 | loss: 0.0311222 | val_loss: 0.0311762 | Time: 2067.65 ms [2021-04-07 07:46:29 main:581] : INFO : Epoch 1835 | loss: 0.031118 | val_loss: 0.0311805 | Time: 2062.4 ms [2021-04-07 07:46:31 main:581] : INFO : Epoch 1836 | loss: 0.0311127 | val_loss: 0.0311851 | Time: 2067.74 ms [2021-04-07 07:46:33 main:581] : INFO : Epoch 1837 | loss: 0.0311127 | val_loss: 0.0311819 | Time: 2067.09 ms [2021-04-07 07:46:35 main:581] : INFO : Epoch 1838 | loss: 0.0311117 | val_loss: 0.0311791 | Time: 2063.7 ms [2021-04-07 07:46:37 main:581] : INFO : Epoch 1839 | loss: 0.0311082 | val_loss: 0.0311832 | Time: 2065.88 ms [2021-04-07 07:46:40 main:581] : INFO : Epoch 1840 | loss: 0.0311093 | val_loss: 0.0311906 | Time: 2060.01 ms [2021-04-07 07:46:42 main:581] : INFO : Epoch 1841 | loss: 0.0311074 | val_loss: 0.0311894 | Time: 2064.84 ms [2021-04-07 07:46:44 main:581] : INFO : Epoch 1842 | loss: 0.0311079 | val_loss: 0.0311829 | Time: 2067.62 ms [2021-04-07 07:46:46 main:581] : INFO : Epoch 1843 | loss: 0.0311058 | val_loss: 0.0311933 | Time: 2068.24 ms [2021-04-07 07:46:48 main:581] : INFO : Epoch 1844 | loss: 0.0311075 | val_loss: 0.0311877 | Time: 2072.5 ms [2021-04-07 07:46:50 main:581] : INFO : Epoch 1845 | loss: 0.0311104 | val_loss: 0.0311932 | Time: 2064.28 ms [2021-04-07 07:46:52 main:581] : INFO : Epoch 1846 | loss: 0.0311111 | val_loss: 0.0311843 | Time: 2067.72 ms [2021-04-07 07:46:54 main:581] : INFO : Epoch 1847 | loss: 0.0311143 | val_loss: 0.0311773 | Time: 2079.8 ms [2021-04-07 07:46:56 main:581] : INFO : Epoch 1848 | loss: 0.0311166 | val_loss: 0.0311985 | Time: 2066.48 ms [2021-04-07 07:46:58 main:581] : INFO : Epoch 1849 | loss: 0.0311098 | val_loss: 0.0311895 | Time: 2068.34 ms [2021-04-07 07:47:00 main:581] : INFO : Epoch 1850 | loss: 0.0311088 | val_loss: 0.0311878 | Time: 2067.73 ms [2021-04-07 07:47:02 main:581] : INFO : Epoch 1851 | loss: 0.0311063 | val_loss: 0.0312028 | Time: 2072.93 ms [2021-04-07 07:47:04 main:581] : INFO : Epoch 1852 | loss: 0.0311078 | val_loss: 0.0311931 | Time: 2069.31 ms [2021-04-07 07:47:06 main:581] : INFO : Epoch 1853 | loss: 0.0311064 | val_loss: 0.0311939 | Time: 2054.89 ms [2021-04-07 07:47:08 main:581] : INFO : Epoch 1854 | loss: 0.0311076 | val_loss: 0.0311902 | Time: 2057.3 ms [2021-04-07 07:47:11 main:581] : INFO : Epoch 1855 | loss: 0.0311096 | val_loss: 0.0311931 | Time: 2056.25 ms [2021-04-07 07:47:13 main:581] : INFO : Epoch 1856 | loss: 0.0311189 | val_loss: 0.031182 | Time: 2053.98 ms [2021-04-07 07:47:15 main:581] : INFO : Epoch 1857 | loss: 0.0311105 | val_loss: 0.0311854 | Time: 2054.82 ms [2021-04-07 07:47:17 main:581] : INFO : Epoch 1858 | loss: 0.0311072 | val_loss: 0.0311912 | Time: 2054.46 ms [2021-04-07 07:47:19 main:581] : INFO : Epoch 1859 | loss: 0.0311167 | val_loss: 0.0311999 | Time: 2053.94 ms [2021-04-07 07:47:21 main:581] : INFO : Epoch 1860 | loss: 0.0311119 | val_loss: 0.0312007 | Time: 2052.86 ms [2021-04-07 07:47:23 main:581] : INFO : Epoch 1861 | loss: 0.0311173 | val_loss: 0.0311822 | Time: 2005.14 ms [2021-04-07 07:47:25 main:581] : INFO : Epoch 1862 | loss: 0.0311356 | val_loss: 0.0311744 | Time: 2047.8 ms [2021-04-07 07:47:27 main:581] : INFO : Epoch 1863 | loss: 0.0311282 | val_loss: 0.0311714 | Time: 2060.89 ms [2021-04-07 07:47:29 main:581] : INFO : Epoch 1864 | loss: 0.0311239 | val_loss: 0.0311746 | Time: 2059.05 ms [2021-04-07 07:47:31 main:581] : INFO : Epoch 1865 | loss: 0.0311194 | val_loss: 0.0311718 | Time: 2060.43 ms [2021-04-07 07:47:33 main:581] : INFO : Epoch 1866 | loss: 0.0311183 | val_loss: 0.0311808 | Time: 2067.26 ms [2021-04-07 07:47:35 main:581] : INFO : Epoch 1867 | loss: 0.0311172 | val_loss: 0.0311805 | Time: 2097.98 ms [2021-04-07 07:47:37 main:581] : INFO : Epoch 1868 | loss: 0.0311186 | val_loss: 0.03118 | Time: 2055.89 ms [2021-04-07 07:47:39 main:581] : INFO : Epoch 1869 | loss: 0.0311165 | val_loss: 0.0311768 | Time: 2060.85 ms [2021-04-07 07:47:41 main:581] : INFO : Epoch 1870 | loss: 0.0311158 | val_loss: 0.0311883 | Time: 2053.21 ms [2021-04-07 07:47:43 main:581] : INFO : Epoch 1871 | loss: 0.0311194 | val_loss: 0.0311807 | Time: 2067 ms [2021-04-07 07:47:46 main:581] : INFO : Epoch 1872 | loss: 0.0311152 | val_loss: 0.0311838 | Time: 2047 ms [2021-04-07 07:47:48 main:581] : INFO : Epoch 1873 | loss: 0.0311127 | val_loss: 0.0311809 | Time: 2042.2 ms [2021-04-07 07:47:50 main:581] : INFO : Epoch 1874 | loss: 0.0311086 | val_loss: 0.0311902 | Time: 2081.94 ms [2021-04-07 07:47:52 main:581] : INFO : Epoch 1875 | loss: 0.0311049 | val_loss: 0.031188 | Time: 2044.97 ms [2021-04-07 07:47:54 main:581] : INFO : Epoch 1876 | loss: 0.0311042 | val_loss: 0.0311911 | Time: 2051.88 ms [2021-04-07 07:47:56 main:581] : INFO : Epoch 1877 | loss: 0.0313444 | val_loss: 0.0313862 | Time: 2069.19 ms [2021-04-07 07:47:58 main:581] : INFO : Epoch 1878 | loss: 0.0362448 | val_loss: 0.0326838 | Time: 2082.08 ms [2021-04-07 07:48:00 main:581] : INFO : Epoch 1879 | loss: 0.0356622 | val_loss: 0.0318756 | Time: 2052.61 ms [2021-04-07 07:48:02 main:581] : INFO : Epoch 1880 | loss: 0.0315597 | val_loss: 0.0313017 | Time: 2044.01 ms [2021-04-07 07:48:04 main:581] : INFO : Epoch 1881 | loss: 0.0313021 | val_loss: 0.0312724 | Time: 2051.32 ms [2021-04-07 07:48:06 main:581] : INFO : Epoch 1882 | loss: 0.0312639 | val_loss: 0.0312546 | Time: 2057.4 ms [2021-04-07 07:48:08 main:581] : INFO : Epoch 1883 | loss: 0.0312545 | val_loss: 0.0312531 | Time: 2041.82 ms [2021-04-07 07:48:10 main:581] : INFO : Epoch 1884 | loss: 0.0312529 | val_loss: 0.031252 | Time: 2042.77 ms [2021-04-07 07:48:12 main:581] : INFO : Epoch 1885 | loss: 0.0312519 | val_loss: 0.0312514 | Time: 2035.85 ms [2021-04-07 07:48:14 main:581] : INFO : Epoch 1886 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 2058.79 ms [2021-04-07 07:48:16 main:581] : INFO : Epoch 1887 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 2058.8 ms [2021-04-07 07:48:18 main:581] : INFO : Epoch 1888 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2077.91 ms [2021-04-07 07:48:21 main:581] : INFO : Epoch 1889 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2108.56 ms [2021-04-07 07:48:23 main:581] : INFO : Epoch 1890 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2064.14 ms [2021-04-07 07:48:25 main:581] : INFO : Epoch 1891 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2006.34 ms [2021-04-07 07:48:27 main:581] : INFO : Epoch 1892 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2032.62 ms [2021-04-07 07:48:29 main:581] : INFO : Epoch 1893 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2050.49 ms [2021-04-07 07:48:31 main:581] : INFO : Epoch 1894 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2021.04 ms [2021-04-07 07:48:33 main:581] : INFO : Epoch 1895 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2097.41 ms [2021-04-07 07:48:35 main:581] : INFO : Epoch 1896 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2056.42 ms [2021-04-07 07:48:37 main:581] : INFO : Epoch 1897 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2088.61 ms [2021-04-07 07:48:39 main:581] : INFO : Epoch 1898 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1976.65 ms [2021-04-07 07:48:41 main:581] : INFO : Epoch 1899 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2060.12 ms [2021-04-07 07:48:43 main:581] : INFO : Epoch 1900 | loss: 0.0312496 | val_loss: 0.0312491 | Time: 2058.15 ms [2021-04-07 07:48:45 main:581] : INFO : Epoch 1901 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 2063.39 ms [2021-04-07 07:48:47 main:581] : INFO : Epoch 1902 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2108.04 ms [2021-04-07 07:48:49 main:581] : INFO : Epoch 1903 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 2118.71 ms [2021-04-07 07:48:51 main:581] : INFO : Epoch 1904 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 2160.06 ms [2021-04-07 07:48:54 main:581] : INFO : Epoch 1905 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2064.42 ms [2021-04-07 07:48:56 main:581] : INFO : Epoch 1906 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2166.48 ms [2021-04-07 07:48:58 main:581] : INFO : Epoch 1907 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 2174.49 ms [2021-04-07 07:49:00 main:581] : INFO : Epoch 1908 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2165.48 ms [2021-04-07 07:49:02 main:581] : INFO : Epoch 1909 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2063.11 ms [2021-04-07 07:49:04 main:581] : INFO : Epoch 1910 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2075.32 ms [2021-04-07 07:49:06 main:581] : INFO : Epoch 1911 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 2073.96 ms [2021-04-07 07:49:08 main:581] : INFO : Epoch 1912 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2066.42 ms [2021-04-07 07:49:10 main:581] : INFO : Epoch 1913 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 2059.09 ms [2021-04-07 07:49:12 main:581] : INFO : Epoch 1914 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 2082.21 ms [2021-04-07 07:49:15 main:581] : INFO : Epoch 1915 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 2076.46 ms [2021-04-07 07:49:17 main:581] : INFO : Epoch 1916 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 2088.63 ms [2021-04-07 07:49:19 main:581] : INFO : Epoch 1917 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2080.05 ms [2021-04-07 07:49:21 main:581] : INFO : Epoch 1918 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2039.32 ms [2021-04-07 07:49:23 main:581] : INFO : Epoch 1919 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 2160.39 ms [2021-04-07 07:49:25 main:581] : INFO : Epoch 1920 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 2071.62 ms [2021-04-07 07:49:27 main:581] : INFO : Epoch 1921 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 2038.44 ms [2021-04-07 07:49:29 main:581] : INFO : Epoch 1922 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 2060.54 ms [2021-04-07 07:49:31 main:581] : INFO : Epoch 1923 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 2073.8 ms [2021-04-07 07:49:33 main:581] : INFO : Epoch 1924 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 2030.34 ms [2021-04-07 07:49:35 main:581] : INFO : Epoch 1925 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2079.85 ms [2021-04-07 07:49:37 main:581] : INFO : Epoch 1926 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 2069.52 ms [2021-04-07 07:49:39 main:581] : INFO : Epoch 1927 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 2071.13 ms [2021-04-07 07:49:41 main:581] : INFO : Epoch 1928 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 2054.3 ms [2021-04-07 07:49:44 main:581] : INFO : Epoch 1929 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 2066.37 ms [2021-04-07 07:49:46 main:581] : INFO : Epoch 1930 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 2065.14 ms [2021-04-07 07:49:48 main:581] : INFO : Epoch 1931 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 2076.54 ms [2021-04-07 07:49:50 main:581] : INFO : Epoch 1932 | loss: 0.031249 | val_loss: 0.0312494 | Time: 2124.44 ms [2021-04-07 07:49:52 main:581] : INFO : Epoch 1933 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 2074.57 ms [2021-04-07 07:49:54 main:581] : INFO : Epoch 1934 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2057.91 ms [2021-04-07 07:49:56 main:581] : INFO : Epoch 1935 | loss: 0.0312491 | val_loss: 0.0312507 | Time: 2051.79 ms [2021-04-07 07:49:58 main:581] : INFO : Epoch 1936 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2053.03 ms [2021-04-07 07:50:00 main:581] : INFO : Epoch 1937 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 2082.04 ms [2021-04-07 07:50:02 main:581] : INFO : Epoch 1938 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 2102.37 ms [2021-04-07 07:50:04 main:581] : INFO : Epoch 1939 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 2077.95 ms [2021-04-07 07:50:06 main:581] : INFO : Epoch 1940 | loss: 0.031249 | val_loss: 0.0312489 | Time: 2035 ms [2021-04-07 07:50:08 main:581] : INFO : Epoch 1941 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 2039.99 ms [2021-04-07 07:50:11 main:581] : INFO : Epoch 1942 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 2137.46 ms [2021-04-07 07:50:13 main:581] : INFO : Epoch 1943 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 2015.62 ms [2021-04-07 07:50:15 main:581] : INFO : Epoch 1944 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 2073.46 ms [2021-04-07 07:50:17 main:581] : INFO : Epoch 1945 | loss: 0.0312491 | val_loss: 0.0312502 | Time: 2054.32 ms [2021-04-07 07:50:19 main:581] : INFO : Epoch 1946 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2045.47 ms [2021-04-07 07:50:21 main:581] : INFO : Epoch 1947 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 2080.2 ms [2021-04-07 07:50:23 main:581] : INFO : Epoch 1948 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2030.12 ms [2021-04-07 07:50:25 main:581] : INFO : Epoch 1949 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2035.28 ms [2021-04-07 07:50:27 main:581] : INFO : Epoch 1950 | loss: 0.031249 | val_loss: 0.0312501 | Time: 2059.97 ms [2021-04-07 07:50:29 main:581] : INFO : Epoch 1951 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 2055.61 ms [2021-04-07 07:50:31 main:581] : INFO : Epoch 1952 | loss: 0.031249 | val_loss: 0.0312503 | Time: 2048.59 ms [2021-04-07 07:50:33 main:581] : INFO : Epoch 1953 | loss: 0.0312491 | val_loss: 0.03125 | Time: 2166.49 ms [2021-04-07 07:50:35 main:581] : INFO : Epoch 1954 | loss: 0.031249 | val_loss: 0.0312495 | Time: 2135.74 ms [2021-04-07 07:50:37 main:581] : INFO : Epoch 1955 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 2063.46 ms [2021-04-07 07:50:39 main:581] : INFO : Epoch 1956 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 2056.27 ms [2021-04-07 07:50:41 main:581] : INFO : Epoch 1957 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 2057.73 ms [2021-04-07 07:50:44 main:581] : INFO : Epoch 1958 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 2038.46 ms [2021-04-07 07:50:46 main:581] : INFO : Epoch 1959 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2030.04 ms [2021-04-07 07:50:48 main:581] : INFO : Epoch 1960 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2060.21 ms [2021-04-07 07:50:50 main:581] : INFO : Epoch 1961 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 2060.13 ms [2021-04-07 07:50:52 main:581] : INFO : Epoch 1962 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 2016.81 ms [2021-04-07 07:50:54 main:581] : INFO : Epoch 1963 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 2065.24 ms [2021-04-07 07:50:56 main:581] : INFO : Epoch 1964 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2052.36 ms [2021-04-07 07:50:58 main:581] : INFO : Epoch 1965 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2042.91 ms [2021-04-07 07:51:00 main:581] : INFO : Epoch 1966 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 2077.36 ms [2021-04-07 07:51:02 main:581] : INFO : Epoch 1967 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 2106.28 ms [2021-04-07 07:51:04 main:581] : INFO : Epoch 1968 | loss: 0.0312493 | val_loss: 0.03125 | Time: 2170.46 ms [2021-04-07 07:51:06 main:581] : INFO : Epoch 1969 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 2143.31 ms [2021-04-07 07:51:09 main:581] : INFO : Epoch 1970 | loss: 0.031249 | val_loss: 0.0312511 | Time: 2176.35 ms [2021-04-07 07:51:11 main:581] : INFO : Epoch 1971 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 2072.37 ms [2021-04-07 07:51:13 main:581] : INFO : Epoch 1972 | loss: 0.0312491 | val_loss: 0.0312509 | Time: 2062.38 ms [2021-04-07 07:51:15 main:581] : INFO : Epoch 1973 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 2050.53 ms [2021-04-07 07:51:17 main:581] : INFO : Epoch 1974 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 2052.94 ms [2021-04-07 07:51:19 main:581] : INFO : Epoch 1975 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 2062.84 ms [2021-04-07 07:51:21 main:581] : INFO : Epoch 1976 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 2042.98 ms [2021-04-07 07:51:23 main:581] : INFO : Epoch 1977 | loss: 0.0312492 | val_loss: 0.0312512 | Time: 2104.26 ms [2021-04-07 07:51:25 main:581] : INFO : Epoch 1978 | loss: 0.031249 | val_loss: 0.03125 | Time: 2106.48 ms [2021-04-07 07:51:27 main:581] : INFO : Epoch 1979 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 2043.79 ms [2021-04-07 07:51:29 main:581] : INFO : Epoch 1980 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 2057.63 ms [2021-04-07 07:51:31 main:581] : INFO : Epoch 1981 | loss: 0.0312486 | val_loss: 0.0312516 | Time: 2110.65 ms [2021-04-07 07:51:33 main:581] : INFO : Epoch 1982 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 2045.54 ms [2021-04-07 07:51:35 main:581] : INFO : Epoch 1983 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 2025.07 ms [2021-04-07 07:51:37 main:581] : INFO : Epoch 1984 | loss: 0.0312492 | val_loss: 0.0312476 | Time: 2036.4 ms [2021-04-07 07:51:39 main:581] : INFO : Epoch 1985 | loss: 0.0312488 | val_loss: 0.0312475 | Time: 2012.67 ms [2021-04-07 07:51:41 main:581] : INFO : Epoch 1986 | loss: 0.031249 | val_loss: 0.0312489 | Time: 2062.94 ms [2021-04-07 07:51:44 main:581] : INFO : Epoch 1987 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 2021.29 ms [2021-04-07 07:51:46 main:581] : INFO : Epoch 1988 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2044.55 ms [2021-04-07 07:51:48 main:581] : INFO : Epoch 1989 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 2067.63 ms [2021-04-07 07:51:50 main:581] : INFO : Epoch 1990 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 2077.29 ms [2021-04-07 07:51:52 main:581] : INFO : Epoch 1991 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 2092.12 ms [2021-04-07 07:51:54 main:581] : INFO : Epoch 1992 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2054.27 ms [2021-04-07 07:51:56 main:581] : INFO : Epoch 1993 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 2049.27 ms [2021-04-07 07:51:58 main:581] : INFO : Epoch 1994 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 2063.48 ms [2021-04-07 07:52:00 main:581] : INFO : Epoch 1995 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2062.88 ms [2021-04-07 07:52:02 main:581] : INFO : Epoch 1996 | loss: 0.0312505 | val_loss: 0.0312529 | Time: 2042.65 ms [2021-04-07 07:52:04 main:581] : INFO : Epoch 1997 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 2032.44 ms [2021-04-07 07:52:06 main:581] : INFO : Epoch 1998 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2073.96 ms [2021-04-07 07:52:08 main:581] : INFO : Epoch 1999 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 2067.63 ms [2021-04-07 07:52:10 main:581] : INFO : Epoch 2000 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2086.08 ms [2021-04-07 07:52:12 main:581] : INFO : Epoch 2001 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 2037.07 ms [2021-04-07 07:52:14 main:581] : INFO : Epoch 2002 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 2057.65 ms [2021-04-07 07:52:16 main:581] : INFO : Epoch 2003 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 2075.45 ms [2021-04-07 07:52:19 main:581] : INFO : Epoch 2004 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 2063.32 ms [2021-04-07 07:52:21 main:581] : INFO : Epoch 2005 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 2055.06 ms [2021-04-07 07:52:23 main:581] : INFO : Epoch 2006 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 2077.3 ms [2021-04-07 07:52:25 main:581] : INFO : Epoch 2007 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2021.75 ms [2021-04-07 07:52:27 main:581] : INFO : Epoch 2008 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2072.36 ms [2021-04-07 07:52:29 main:581] : INFO : Epoch 2009 | loss: 0.0312491 | val_loss: 0.0312501 | Time: 2046.94 ms [2021-04-07 07:52:31 main:581] : INFO : Epoch 2010 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 2063.83 ms [2021-04-07 07:52:33 main:581] : INFO : Epoch 2011 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 2102.58 ms [2021-04-07 07:52:35 main:581] : INFO : Epoch 2012 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 2075.8 ms [2021-04-07 07:52:37 main:581] : INFO : Epoch 2013 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 2024.08 ms [2021-04-07 07:52:39 main:581] : INFO : Epoch 2014 | loss: 0.031249 | val_loss: 0.0312495 | Time: 2077.52 ms [2021-04-07 07:52:41 main:581] : INFO : Epoch 2015 | loss: 0.031249 | val_loss: 0.0312494 | Time: 2073.36 ms [2021-04-07 07:52:43 main:581] : INFO : Epoch 2016 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 2056.36 ms [2021-04-07 07:52:45 main:581] : INFO : Epoch 2017 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 2070.62 ms [2021-04-07 07:52:47 main:581] : INFO : Epoch 2018 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2055.85 ms [2021-04-07 07:52:49 main:581] : INFO : Epoch 2019 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 2039 ms [2021-04-07 07:52:52 main:581] : INFO : Epoch 2020 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 2054.55 ms [2021-04-07 07:52:54 main:581] : INFO : Epoch 2021 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2077 ms [2021-04-07 07:52:56 main:581] : INFO : Epoch 2022 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2050.32 ms [2021-04-07 07:52:58 main:581] : INFO : Epoch 2023 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 2033.14 ms [2021-04-07 07:53:00 main:581] : INFO : Epoch 2024 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2024.82 ms [2021-04-07 07:53:02 main:581] : INFO : Epoch 2025 | loss: 0.0312495 | val_loss: 0.0312494 | Time: 2033.88 ms [2021-04-07 07:53:04 main:581] : INFO : Epoch 2026 | loss: 0.0312487 | val_loss: 0.0312501 | Time: 2055.53 ms [2021-04-07 07:53:06 main:581] : INFO : Epoch 2027 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 2091.56 ms [2021-04-07 07:53:08 main:581] : INFO : Epoch 2028 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 2067.65 ms [2021-04-07 07:53:10 main:581] : INFO : Epoch 2029 | loss: 0.031249 | val_loss: 0.0312496 | Time: 2048.25 ms [2021-04-07 07:53:12 main:581] : INFO : Epoch 2030 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2064.22 ms [2021-04-07 07:53:14 main:581] : INFO : Epoch 2031 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 2056.7 ms [2021-04-07 07:53:16 main:581] : INFO : Epoch 2032 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 2054.32 ms [2021-04-07 07:53:18 main:581] : INFO : Epoch 2033 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2055.2 ms [2021-04-07 07:53:20 main:581] : INFO : Epoch 2034 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2071.43 ms [2021-04-07 07:53:22 main:581] : INFO : Epoch 2035 | loss: 0.0312502 | val_loss: 0.0312528 | Time: 2042.85 ms [2021-04-07 07:53:24 main:581] : INFO : Epoch 2036 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2045.2 ms [2021-04-07 07:53:26 main:581] : INFO : Epoch 2037 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 2075.62 ms [2021-04-07 07:53:29 main:581] : INFO : Epoch 2038 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 2065.04 ms [2021-04-07 07:53:31 main:581] : INFO : Epoch 2039 | loss: 0.0312494 | val_loss: 0.0312539 | Time: 2063.15 ms [2021-04-07 07:53:33 main:581] : INFO : Epoch 2040 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2064.13 ms [2021-04-07 07:53:35 main:581] : INFO : Epoch 2041 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 2066.21 ms [2021-04-07 07:53:37 main:581] : INFO : Epoch 2042 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2065.8 ms [2021-04-07 07:53:39 main:581] : INFO : Epoch 2043 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2065.19 ms [2021-04-07 07:53:41 main:581] : INFO : Epoch 2044 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 2067.53 ms [2021-04-07 07:53:43 main:581] : INFO : Epoch 2045 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 2065.89 ms [2021-04-07 07:53:45 main:581] : INFO : Epoch 2046 | loss: 0.0312487 | val_loss: 0.0312494 | Time: 2066.01 ms [2021-04-07 07:53:47 main:581] : INFO : Epoch 2047 | loss: 0.0312486 | val_loss: 0.03125 | Time: 2060.81 ms [2021-04-07 07:53:49 main:581] : INFO : Epoch 2048 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2061.21 ms [2021-04-07 07:53:49 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312498 [2021-04-07 07:53:49 main:610] : INFO : Saving end state to config to file [2021-04-07 07:53:49 main:615] : INFO : Success, exiting.. 07:53:49 (2396886): 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)