Task 3359170
| Name | ParityModified-1608176073-6859-1_0 |
| Workunit | 1620862 |
| Created | 19 Dec 2020, 11:23:06 UTC |
| Sent | 21 Dec 2020, 7:05:49 UTC |
| Report deadline | 28 Dec 2020, 7:05:49 UTC |
| Received | 21 Dec 2020, 21:03:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 1 hours 9 min 6 sec |
| CPU time | 1 hours 9 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.72 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>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 1 15:45:39 main:581] : INFO : Epoch 1538 | loss: 0.0310072 | val_loss: 0.0312873 | Time: 2034.37 ms [2020-12-21 15:45:41 main:581] : INFO : Epoch 1539 | loss: 0.0309975 | val_loss: 0.0313025 | Time: 2020.97 ms [2020-12-21 15:45:43 main:581] : INFO : Epoch 1540 | loss: 0.0309966 | val_loss: 0.0313108 | Time: 2031.26 ms [2020-12-21 15:45:45 main:581] : INFO : Epoch 1541 | loss: 0.0309995 | val_loss: 0.0313085 | Time: 2030.1 ms [2020-12-21 15:45:47 main:581] : INFO : Epoch 1542 | loss: 0.0310071 | val_loss: 0.0313004 | Time: 2031.43 ms [2020-12-21 15:45:49 main:581] : INFO : Epoch 1543 | loss: 0.0309869 | val_loss: 0.0312959 | Time: 2030.47 ms [2020-12-21 15:45:51 main:581] : INFO : Epoch 1544 | loss: 0.0309902 | val_loss: 0.0313278 | Time: 2034.02 ms [2020-12-21 15:45:53 main:581] : INFO : Epoch 1545 | loss: 0.0309962 | val_loss: 0.0313008 | Time: 2023.25 ms [2020-12-21 15:45:55 main:581] : INFO : Epoch 1546 | loss: 0.0310009 | val_loss: 0.0312927 | Time: 2032.82 ms [2020-12-21 15:45:57 main:581] : INFO : Epoch 1547 | loss: 0.0309978 | val_loss: 0.0313276 | Time: 2034.68 ms [2020-12-21 15:45:59 main:581] : INFO : Epoch 1548 | loss: 0.0309919 | val_loss: 0.0312836 | Time: 2034.19 ms [2020-12-21 15:46:01 main:581] : INFO : Epoch 1549 | loss: 0.0309946 | val_loss: 0.0313093 | Time: 2031.24 ms [2020-12-21 15:46:03 main:581] : INFO : Epoch 1550 | loss: 0.0309938 | val_loss: 0.0313122 | Time: 2030.3 ms [2020-12-21 15:46:05 main:581] : INFO : Epoch 1551 | loss: 0.0309913 | val_loss: 0.031313 | Time: 2032.24 ms [2020-12-21 15:46:07 main:581] : INFO : Epoch 1552 | loss: 0.0309925 | val_loss: 0.0312972 | Time: 2030.2 ms [2020-12-21 15:46:09 main:581] : INFO : Epoch 1553 | loss: 0.0309921 | val_loss: 0.0313342 | Time: 2034.06 ms [2020-12-21 15:46:11 main:581] : INFO : Epoch 1554 | loss: 0.030991 | val_loss: 0.0313371 | Time: 2031.96 ms [2020-12-21 15:46:13 main:581] : INFO : Epoch 1555 | loss: 0.0309904 | val_loss: 0.0312996 | Time: 2027.68 ms [2020-12-21 15:46:15 main:581] : INFO : Epoch 1556 | loss: 0.0309887 | val_loss: 0.031328 | Time: 2036.81 ms [2020-12-21 15:46:17 main:581] : INFO : Epoch 1557 | loss: 0.0309948 | val_loss: 0.0313028 | Time: 2036.67 ms [2020-12-21 15:46:19 main:581] : INFO : Epoch 1558 | loss: 0.0309962 | val_loss: 0.0313355 | Time: 2038.95 ms [2020-12-21 15:46:21 main:581] : INFO : Epoch 1559 | loss: 0.0309923 | val_loss: 0.0313066 | Time: 2027.1 ms [2020-12-21 15:46:23 main:581] : INFO : Epoch 1560 | loss: 0.0309924 | val_loss: 0.0313068 | Time: 2041.93 ms [2020-12-21 15:46:25 main:581] : INFO : Epoch 1561 | loss: 0.0309954 | val_loss: 0.0313393 | Time: 2033.75 ms [2020-12-21 15:46:27 main:581] : INFO : Epoch 1562 | loss: 0.0309932 | val_loss: 0.0312918 | Time: 2029.95 ms [2020-12-21 15:46:29 main:581] : INFO : Epoch 1563 | loss: 0.0309915 | val_loss: 0.0313069 | Time: 2031.87 ms [2020-12-21 15:46:31 main:581] : INFO : Epoch 1564 | loss: 0.0309948 | val_loss: 0.0312939 | Time: 2033.6 ms [2020-12-21 15:46:34 main:581] : INFO : Epoch 1565 | loss: 0.0309921 | val_loss: 0.0313185 | Time: 2032.59 ms [2020-12-21 15:46:36 main:581] : INFO : Epoch 1566 | loss: 0.0309907 | val_loss: 0.0313282 | Time: 2031.36 ms [2020-12-21 15:46:38 main:581] : INFO : Epoch 1567 | loss: 0.0309934 | val_loss: 0.0313175 | Time: 2032.67 ms [2020-12-21 15:46:40 main:581] : INFO : Epoch 1568 | loss: 0.0309951 | val_loss: 0.0312921 | Time: 2032.84 ms [2020-12-21 15:46:42 main:581] : INFO : Epoch 1569 | loss: 0.0309921 | val_loss: 0.0313201 | Time: 2035.13 ms [2020-12-21 15:46:44 main:581] : INFO : Epoch 1570 | loss: 0.0310047 | val_loss: 0.0313334 | Time: 2032.53 ms [2020-12-21 15:46:46 main:581] : INFO : Epoch 1571 | loss: 0.0310096 | val_loss: 0.0312815 | Time: 2029 ms [2020-12-21 15:46:48 main:581] : INFO : Epoch 1572 | loss: 0.0310007 | val_loss: 0.0313136 | Time: 2033.11 ms [2020-12-21 15:46:50 main:581] : INFO : Epoch 1573 | loss: 0.0310029 | val_loss: 0.0313159 | Time: 2030.94 ms [2020-12-21 15:46:52 main:581] : INFO : Epoch 1574 | loss: 0.0309954 | val_loss: 0.0313151 | Time: 2023.64 ms [2020-12-21 15:46:54 main:581] : INFO : Epoch 1575 | loss: 0.0310018 | val_loss: 0.0313256 | Time: 2032.04 ms [2020-12-21 15:46:56 main:581] : INFO : Epoch 1576 | loss: 0.030993 | val_loss: 0.031313 | Time: 2030.83 ms [2020-12-21 15:46:58 main:581] : INFO : Epoch 1577 | loss: 0.0309915 | val_loss: 0.0312972 | Time: 2029.37 ms [2020-12-21 15:47:00 main:581] : INFO : Epoch 1578 | loss: 0.0309986 | val_loss: 0.0313242 | Time: 2032.35 ms [2020-12-21 15:47:02 main:581] : INFO : Epoch 1579 | loss: 0.0309978 | val_loss: 0.031311 | Time: 2034.34 ms [2020-12-21 15:47:04 main:581] : INFO : Epoch 1580 | loss: 0.0309935 | val_loss: 0.0313269 | Time: 2034.44 ms [2020-12-21 15:47:06 main:581] : INFO : Epoch 1581 | loss: 0.030996 | val_loss: 0.0313145 | Time: 2038.14 ms [2020-12-21 15:47:08 main:581] : INFO : Epoch 1582 | loss: 0.0309971 | val_loss: 0.031293 | Time: 2037.06 ms [2020-12-21 15:47:10 main:581] : INFO : Epoch 1583 | loss: 0.030996 | val_loss: 0.031322 | Time: 2032.52 ms [2020-12-21 15:47:12 main:581] : INFO : Epoch 1584 | loss: 0.0310015 | val_loss: 0.0313055 | Time: 2031.68 ms [2020-12-21 15:47:14 main:581] : INFO : Epoch 1585 | loss: 0.0309939 | val_loss: 0.031296 | Time: 2030.21 ms [2020-12-21 15:47:16 main:581] : INFO : Epoch 1586 | loss: 0.0309945 | val_loss: 0.0313573 | Time: 2042.44 ms [2020-12-21 15:47:18 main:581] : INFO : Epoch 1587 | loss: 0.0310007 | val_loss: 0.031279 | Time: 2029.86 ms [2020-12-21 15:47:20 main:581] : INFO : Epoch 1588 | loss: 0.0309949 | val_loss: 0.0312847 | Time: 2037.03 ms [2020-12-21 15:47:22 main:581] : INFO : Epoch 1589 | loss: 0.0309971 | val_loss: 0.0312959 | Time: 2039.64 ms [2020-12-21 15:47:24 main:581] : INFO : Epoch 1590 | loss: 0.0309979 | val_loss: 0.0313145 | Time: 2037.17 ms [2020-12-21 15:47:26 main:581] : INFO : Epoch 1591 | loss: 0.0309836 | val_loss: 0.0313104 | Time: 2034.19 ms [2020-12-21 15:47:28 main:581] : INFO : Epoch 1592 | loss: 0.0309886 | val_loss: 0.0313109 | Time: 2035.68 ms [2020-12-21 15:47:30 main:581] : INFO : Epoch 1593 | loss: 0.0309992 | val_loss: 0.0313192 | Time: 2035.89 ms [2020-12-21 15:47:32 main:581] : INFO : Epoch 1594 | loss: 0.0309901 | val_loss: 0.0313019 | Time: 2034.66 ms [2020-12-21 15:47:35 main:581] : INFO : Epoch 1595 | loss: 0.0309933 | val_loss: 0.0313172 | Time: 2032.44 ms [2020-12-21 15:47:37 main:581] : INFO : Epoch 1596 | loss: 0.0309971 | val_loss: 0.0313306 | Time: 2027.94 ms [2020-12-21 15:47:39 main:581] : INFO : Epoch 1597 | loss: 0.0310003 | val_loss: 0.0313045 | Time: 2048.81 ms [2020-12-21 15:47:41 main:581] : INFO : Epoch 1598 | loss: 0.0309904 | val_loss: 0.0313002 | Time: 2032 ms [2020-12-21 15:47:43 main:581] : INFO : Epoch 1599 | loss: 0.0309876 | val_loss: 0.0313125 | Time: 2041.05 ms [2020-12-21 15:47:45 main:581] : INFO : Epoch 1600 | loss: 0.0310007 | val_loss: 0.0312816 | Time: 2029.67 ms [2020-12-21 15:47:47 main:581] : INFO : Epoch 1601 | loss: 0.0310353 | val_loss: 0.0314034 | Time: 2026.52 ms [2020-12-21 15:47:49 main:581] : INFO : Epoch 1602 | loss: 0.0312952 | val_loss: 0.0316408 | Time: 2047.27 ms [2020-12-21 15:47:51 main:581] : INFO : Epoch 1603 | loss: 0.0319859 | val_loss: 0.033385 | Time: 2030.53 ms [2020-12-21 15:47:53 main:581] : INFO : Epoch 1604 | loss: 0.0325218 | val_loss: 0.0314156 | Time: 2029.4 ms [2020-12-21 15:47:55 main:581] : INFO : Epoch 1605 | loss: 0.0313555 | val_loss: 0.0312606 | Time: 2029.94 ms [2020-12-21 15:47:57 main:581] : INFO : Epoch 1606 | loss: 0.0312644 | val_loss: 0.0312545 | Time: 2034.51 ms [2020-12-21 15:47:59 main:581] : INFO : Epoch 1607 | loss: 0.031244 | val_loss: 0.0312392 | Time: 2034.69 ms [2020-12-21 15:48:01 main:581] : INFO : Epoch 1608 | loss: 0.0312354 | val_loss: 0.0312354 | Time: 2035.06 ms [2020-12-21 15:48:03 main:581] : INFO : Epoch 1609 | loss: 0.0312301 | val_loss: 0.0312292 | Time: 2025.66 ms [2020-12-21 15:48:05 main:581] : INFO : Epoch 1610 | loss: 0.0312246 | val_loss: 0.0312225 | Time: 2035.44 ms [2020-12-21 15:48:07 main:581] : INFO : Epoch 1611 | loss: 0.0312196 | val_loss: 0.0312192 | Time: 2027.17 ms [2020-12-21 15:48:09 main:581] : INFO : Epoch 1612 | loss: 0.0312158 | val_loss: 0.0312118 | Time: 2028.59 ms [2020-12-21 15:48:11 main:581] : INFO : Epoch 1613 | loss: 0.0312109 | val_loss: 0.0312106 | Time: 2033.25 ms [2020-12-21 15:48:13 main:581] : INFO : Epoch 1614 | loss: 0.0312091 | val_loss: 0.0312121 | Time: 2031.41 ms [2020-12-21 15:48:15 main:581] : INFO : Epoch 1615 | loss: 0.0312121 | val_loss: 0.0312041 | Time: 2040.91 ms [2020-12-21 15:48:17 main:581] : INFO : Epoch 1616 | loss: 0.0312061 | val_loss: 0.0312043 | Time: 2033.18 ms [2020-12-21 15:48:19 main:581] : INFO : Epoch 1617 | loss: 0.0312027 | val_loss: 0.0312006 | Time: 2036.76 ms [2020-12-21 15:48:21 main:581] : INFO : Epoch 1618 | loss: 0.0312028 | val_loss: 0.0312014 | Time: 2036.63 ms [2020-12-21 15:48:23 main:581] : INFO : Epoch 1619 | loss: 0.0312031 | val_loss: 0.0312051 | Time: 2033.36 ms [2020-12-21 15:48:25 main:581] : INFO : Epoch 1620 | loss: 0.0311998 | val_loss: 0.0311984 | Time: 2031.82 ms [2020-12-21 15:48:27 main:581] : INFO : Epoch 1621 | loss: 0.0312019 | val_loss: 0.0311967 | Time: 2020.67 ms [2020-12-21 15:48:29 main:581] : INFO : Epoch 1622 | loss: 0.0311978 | val_loss: 0.0311955 | Time: 2037.82 ms [2020-12-21 15:48:31 main:581] : INFO : Epoch 1623 | loss: 0.0311957 | val_loss: 0.0311959 | Time: 2027.1 ms [2020-12-21 15:48:33 main:581] : INFO : Epoch 1624 | loss: 0.0311957 | val_loss: 0.0311949 | Time: 2033.93 ms [2020-12-21 15:48:36 main:581] : INFO : Epoch 1625 | loss: 0.0311941 | val_loss: 0.0311943 | Time: 2026.55 ms [2020-12-21 15:48:38 main:581] : INFO : Epoch 1626 | loss: 0.0311933 | val_loss: 0.031194 | Time: 2026.45 ms [2020-12-21 15:48:40 main:581] : INFO : Epoch 1627 | loss: 0.031193 | val_loss: 0.0311923 | Time: 2030.51 ms [2020-12-21 15:48:42 main:581] : INFO : Epoch 1628 | loss: 0.0311925 | val_loss: 0.0311925 | Time: 2032.98 ms [2020-12-21 15:48:44 main:581] : INFO : Epoch 1629 | loss: 0.031191 | val_loss: 0.0311914 | Time: 2032.39 ms [2020-12-21 15:48:46 main:581] : INFO : Epoch 1630 | loss: 0.0311902 | val_loss: 0.0311921 | Time: 2032.77 ms [2020-12-21 15:48:48 main:581] : INFO : Epoch 1631 | loss: 0.0311896 | val_loss: 0.0311905 | Time: 2044.23 ms [2020-12-21 15:48:50 main:581] : INFO : Epoch 1632 | loss: 0.0311878 | val_loss: 0.031191 | Time: 2027.45 ms [2020-12-21 15:48:52 main:581] : INFO : Epoch 1633 | loss: 0.0311884 | val_loss: 0.0311949 | Time: 2033.66 ms [2020-12-21 15:48:54 main:581] : INFO : Epoch 1634 | loss: 0.0311881 | val_loss: 0.0311935 | Time: 2034.32 ms [2020-12-21 15:48:56 main:581] : INFO : Epoch 1635 | loss: 0.0311881 | val_loss: 0.0311879 | Time: 2034.18 ms [2020-12-21 15:48:58 main:581] : INFO : Epoch 1636 | loss: 0.0311876 | val_loss: 0.0311887 | Time: 2033.07 ms [2020-12-21 15:49:00 main:581] : INFO : Epoch 1637 | loss: 0.0311841 | val_loss: 0.0311871 | Time: 2033.26 ms [2020-12-21 15:49:02 main:581] : INFO : Epoch 1638 | loss: 0.031183 | val_loss: 0.0311881 | Time: 2035.56 ms [2020-12-21 15:49:04 main:581] : INFO : Epoch 1639 | loss: 0.031187 | val_loss: 0.0311943 | Time: 2033.09 ms [2020-12-21 15:49:06 main:581] : INFO : Epoch 1640 | loss: 0.0311824 | val_loss: 0.031186 | Time: 2033.28 ms [2020-12-21 15:49:08 main:581] : INFO : Epoch 1641 | loss: 0.0311812 | val_loss: 0.0311856 | Time: 2029.14 ms [2020-12-21 15:49:10 main:581] : INFO : Epoch 1642 | loss: 0.031181 | val_loss: 0.0311852 | Time: 2035.92 ms [2020-12-21 15:49:12 main:581] : INFO : Epoch 1643 | loss: 0.0311866 | val_loss: 0.0312001 | Time: 2029.25 ms [2020-12-21 15:49:14 main:581] : INFO : Epoch 1644 | loss: 0.0311888 | val_loss: 0.031187 | Time: 2027.5 ms [2020-12-21 15:49:16 main:581] : INFO : Epoch 1645 | loss: 0.0311791 | val_loss: 0.0311844 | Time: 2031.11 ms [2020-12-21 15:49:18 main:581] : INFO : Epoch 1646 | loss: 0.031179 | val_loss: 0.0311846 | Time: 2030.41 ms [2020-12-21 15:49:20 main:581] : INFO : Epoch 1647 | loss: 0.0311786 | val_loss: 0.0311842 | Time: 2042.07 ms [2020-12-21 15:49:22 main:581] : INFO : Epoch 1648 | loss: 0.0311781 | val_loss: 0.031184 | Time: 2030.82 ms [2020-12-21 15:49:24 main:581] : INFO : Epoch 1649 | loss: 0.0311775 | val_loss: 0.0311848 | Time: 2024.23 ms [2020-12-21 15:49:26 main:581] : INFO : Epoch 1650 | loss: 0.0311778 | val_loss: 0.0311839 | Time: 2041.47 ms [2020-12-21 15:49:28 main:581] : INFO : Epoch 1651 | loss: 0.0311764 | val_loss: 0.0311846 | Time: 2034.6 ms [2020-12-21 15:49:30 main:581] : INFO : Epoch 1652 | loss: 0.0311804 | val_loss: 0.0311953 | Time: 2034.21 ms [2020-12-21 15:49:32 main:581] : INFO : Epoch 1653 | loss: 0.0311843 | val_loss: 0.031183 | Time: 2037.29 ms [2020-12-21 15:49:34 main:581] : INFO : Epoch 1654 | loss: 0.0311768 | val_loss: 0.0311837 | Time: 2036.38 ms [2020-12-21 15:49:37 main:581] : INFO : Epoch 1655 | loss: 0.0311754 | val_loss: 0.0311844 | Time: 2032.2 ms [2020-12-21 15:49:39 main:581] : INFO : Epoch 1656 | loss: 0.0311749 | val_loss: 0.0311828 | Time: 2035.28 ms [2020-12-21 15:49:41 main:581] : INFO : Epoch 1657 | loss: 0.0311751 | val_loss: 0.0311824 | Time: 2031.8 ms [2020-12-21 15:49:43 main:581] : INFO : Epoch 1658 | loss: 0.0311745 | val_loss: 0.0311826 | Time: 2038.29 ms [2020-12-21 15:49:45 main:581] : INFO : Epoch 1659 | loss: 0.0311779 | val_loss: 0.031182 | Time: 2030.74 ms [2020-12-21 15:49:47 main:581] : INFO : Epoch 1660 | loss: 0.0311733 | val_loss: 0.0311844 | Time: 2030.62 ms [2020-12-21 15:49:49 main:581] : INFO : Epoch 1661 | loss: 0.0311733 | val_loss: 0.031183 | Time: 2033.86 ms [2020-12-21 15:49:51 main:581] : INFO : Epoch 1662 | loss: 0.0311738 | val_loss: 0.0311894 | Time: 2027.62 ms [2020-12-21 15:49:53 main:581] : INFO : Epoch 1663 | loss: 0.0311719 | val_loss: 0.031182 | Time: 2034.04 ms [2020-12-21 15:49:55 main:581] : INFO : Epoch 1664 | loss: 0.0311752 | val_loss: 0.0311863 | Time: 2029.47 ms [2020-12-21 15:49:57 main:581] : INFO : Epoch 1665 | loss: 0.0311856 | val_loss: 0.0311885 | Time: 2028.34 ms [2020-12-21 15:49:59 main:581] : INFO : Epoch 1666 | loss: 0.0311741 | val_loss: 0.0311827 | Time: 2039.9 ms [2020-12-21 15:50:01 main:581] : INFO : Epoch 1667 | loss: 0.0311705 | val_loss: 0.0311811 | Time: 2024.35 ms [2020-12-21 15:50:03 main:581] : INFO : Epoch 1668 | loss: 0.0311705 | val_loss: 0.0311812 | Time: 2037.73 ms [2020-12-21 15:50:05 main:581] : INFO : Epoch 1669 | loss: 0.0311716 | val_loss: 0.0311806 | Time: 2032.16 ms [2020-12-21 15:50:07 main:581] : INFO : Epoch 1670 | loss: 0.0311734 | val_loss: 0.0311824 | Time: 2034.95 ms [2020-12-21 15:50:09 main:581] : INFO : Epoch 1671 | loss: 0.0311723 | val_loss: 0.0311874 | Time: 2031.32 ms [2020-12-21 15:50:11 main:581] : INFO : Epoch 1672 | loss: 0.0311728 | val_loss: 0.0311815 | Time: 2040.19 ms [2020-12-21 15:50:13 main:581] : INFO : Epoch 1673 | loss: 0.0311699 | val_loss: 0.031181 | Time: 2034.99 ms [2020-12-21 15:50:15 main:581] : INFO : Epoch 1674 | loss: 0.0311699 | val_loss: 0.0311845 | Time: 2033.98 ms [2020-12-21 15:50:17 main:581] : INFO : Epoch 1675 | loss: 0.0311715 | val_loss: 0.0311857 | Time: 2039.07 ms [2020-12-21 15:50:19 main:581] : INFO : Epoch 1676 | loss: 0.0311702 | val_loss: 0.0311831 | Time: 2043.08 ms [2020-12-21 15:50:21 main:581] : INFO : Epoch 1677 | loss: 0.0311679 | val_loss: 0.0311813 | Time: 2035.49 ms [2020-12-21 15:50:23 main:581] : INFO : Epoch 1678 | loss: 0.0311678 | val_loss: 0.0311805 | Time: 2034.84 ms [2020-12-21 15:50:25 main:581] : INFO : Epoch 1679 | loss: 0.0311685 | val_loss: 0.0311803 | Time: 2030.06 ms [2020-12-21 15:50:27 main:581] : INFO : Epoch 1680 | loss: 0.0311679 | val_loss: 0.0311814 | Time: 2029.06 ms [2020-12-21 15:50:29 main:581] : INFO : Epoch 1681 | loss: 0.0311688 | val_loss: 0.0311828 | Time: 2033.35 ms [2020-12-21 15:50:31 main:581] : INFO : Epoch 1682 | loss: 0.0311707 | val_loss: 0.0311935 | Time: 2035.17 ms [2020-12-21 15:50:33 main:581] : INFO : Epoch 1683 | loss: 0.031169 | val_loss: 0.0311811 | Time: 2032.19 ms [2020-12-21 15:50:35 main:581] : INFO : Epoch 1684 | loss: 0.0311673 | val_loss: 0.0311925 | Time: 2030.63 ms [2020-12-21 15:50:38 main:581] : INFO : Epoch 1685 | loss: 0.03117 | val_loss: 0.031181 | Time: 2029.4 ms [2020-12-21 15:50:40 main:581] : INFO : Epoch 1686 | loss: 0.0311698 | val_loss: 0.0311876 | Time: 2050.45 ms [2020-12-21 15:50:42 main:581] : INFO : Epoch 1687 | loss: 0.0311659 | val_loss: 0.031182 | Time: 2039.83 ms [2020-12-21 15:50:44 main:581] : INFO : Epoch 1688 | loss: 0.0311666 | val_loss: 0.0311802 | Time: 2034.94 ms [2020-12-21 15:50:46 main:581] : INFO : Epoch 1689 | loss: 0.0311655 | val_loss: 0.0311837 | Time: 2016.85 ms [2020-12-21 15:50:48 main:581] : INFO : Epoch 1690 | loss: 0.0311675 | val_loss: 0.0311804 | Time: 2037.9 ms [2020-12-21 15:50:50 main:581] : INFO : Epoch 1691 | loss: 0.0311654 | val_loss: 0.0311825 | Time: 2041.5 ms [2020-12-21 15:50:52 main:581] : INFO : Epoch 1692 | loss: 0.0311667 | val_loss: 0.0311865 | Time: 2034.45 ms [2020-12-21 15:50:54 main:581] : INFO : Epoch 1693 | loss: 0.0311663 | val_loss: 0.0311835 | Time: 2038.78 ms [2020-12-21 15:50:56 main:581] : INFO : Epoch 1694 | loss: 0.0311647 | val_loss: 0.0311817 | Time: 2034.6 ms [2020-12-21 15:50:58 main:581] : INFO : Epoch 1695 | loss: 0.0311639 | val_loss: 0.0311806 | Time: 2020.69 ms [2020-12-21 15:51:00 main:581] : INFO : Epoch 1696 | loss: 0.0311631 | val_loss: 0.0311807 | Time: 2031.21 ms [2020-12-21 15:51:02 main:581] : INFO : Epoch 1697 | loss: 0.0311628 | val_loss: 0.0311806 | Time: 2027.23 ms [2020-12-21 15:51:04 main:581] : INFO : Epoch 1698 | loss: 0.0311626 | val_loss: 0.0311812 | Time: 2029.43 ms [2020-12-21 15:51:06 main:581] : INFO : Epoch 1699 | loss: 0.0311635 | val_loss: 0.0311808 | Time: 2024.28 ms [2020-12-21 15:51:08 main:581] : INFO : Epoch 1700 | loss: 0.0311657 | val_loss: 0.0311929 | Time: 2035.34 ms [2020-12-21 15:51:10 main:581] : INFO : Epoch 1701 | loss: 0.031164 | val_loss: 0.0311825 | Time: 2043.7 ms [2020-12-21 15:51:12 main:581] : INFO : Epoch 1702 | loss: 0.0311627 | val_loss: 0.0311845 | Time: 2033.81 ms [2020-12-21 15:51:14 main:581] : INFO : Epoch 1703 | loss: 0.0311626 | val_loss: 0.0311803 | Time: 2033.87 ms [2020-12-21 15:51:16 main:581] : INFO : Epoch 1704 | loss: 0.0311618 | val_loss: 0.0311801 | Time: 2023.25 ms [2020-12-21 15:51:18 main:581] : INFO : Epoch 1705 | loss: 0.0311623 | val_loss: 0.0311832 | Time: 2029.01 ms [2020-12-21 15:51:20 main:581] : INFO : Epoch 1706 | loss: 0.0311611 | val_loss: 0.031181 | Time: 2038.08 ms [2020-12-21 15:51:22 main:581] : INFO : Epoch 1707 | loss: 0.0311613 | val_loss: 0.0311817 | Time: 2046.32 ms [2020-12-21 15:51:24 main:581] : INFO : Epoch 1708 | loss: 0.0311596 | val_loss: 0.0311812 | Time: 2035.12 ms [2020-12-21 15:51:26 main:581] : INFO : Epoch 1709 | loss: 0.0311601 | val_loss: 0.0311834 | Time: 2035.27 ms [2020-12-21 15:51:28 main:581] : INFO : Epoch 1710 | loss: 0.0311628 | val_loss: 0.0311851 | Time: 2033.63 ms [2020-12-21 15:51:30 main:581] : INFO : Epoch 1711 | loss: 0.0311619 | val_loss: 0.0311824 | Time: 2031.3 ms [2020-12-21 15:51:32 main:581] : INFO : Epoch 1712 | loss: 0.0311622 | val_loss: 0.0311922 | Time: 2040.76 ms [2020-12-21 15:51:34 main:581] : INFO : Epoch 1713 | loss: 0.0311626 | val_loss: 0.0311815 | Time: 2023.57 ms [2020-12-21 15:51:37 main:581] : INFO : Epoch 1714 | loss: 0.0311624 | val_loss: 0.0311829 | Time: 2038.44 ms [2020-12-21 15:51:39 main:581] : INFO : Epoch 1715 | loss: 0.0311605 | val_loss: 0.03118 | Time: 2034.07 ms [2020-12-21 15:51:41 main:581] : INFO : Epoch 1716 | loss: 0.0311588 | val_loss: 0.0311834 | Time: 2034.97 ms [2020-12-21 15:51:43 main:581] : INFO : Epoch 1717 | loss: 0.0311587 | val_loss: 0.0311826 | Time: 2033.68 ms [2020-12-21 15:51:45 main:581] : INFO : Epoch 1718 | loss: 0.0311583 | val_loss: 0.0311834 | Time: 2044.24 ms [2020-12-21 15:51:47 main:581] : INFO : Epoch 1719 | loss: 0.0311588 | val_loss: 0.0311827 | Time: 2033.3 ms [2020-12-21 15:51:49 main:581] : INFO : Epoch 1720 | loss: 0.0311576 | val_loss: 0.0311807 | Time: 2034.14 ms [2020-12-21 15:51:51 main:581] : INFO : Epoch 1721 | loss: 0.0311575 | val_loss: 0.0311799 | Time: 2042.13 ms [2020-12-21 15:51:53 main:581] : INFO : Epoch 1722 | loss: 0.0311563 | val_loss: 0.031182 | Time: 2039.53 ms [2020-12-21 15:51:55 main:581] : INFO : Epoch 1723 | loss: 0.0311571 | val_loss: 0.031183 | Time: 2033.46 ms [2020-12-21 15:51:57 main:581] : INFO : Epoch 1724 | loss: 0.0311568 | val_loss: 0.0311819 | Time: 2032.1 ms [2020-12-21 15:51:59 main:581] : INFO : Epoch 1725 | loss: 0.0311572 | val_loss: 0.0311819 | Time: 2035.45 ms [2020-12-21 15:52:01 main:581] : INFO : Epoch 1726 | loss: 0.0311551 | val_loss: 0.0311806 | Time: 2036.37 ms [2020-12-21 15:52:03 main:581] : INFO : Epoch 1727 | loss: 0.0311549 | val_loss: 0.0311817 | Time: 2036.51 ms [2020-12-21 15:52:05 main:581] : INFO : Epoch 1728 | loss: 0.0311547 | val_loss: 0.0311828 | Time: 2034.81 ms [2020-12-21 15:52:07 main:581] : INFO : Epoch 1729 | loss: 0.0311581 | val_loss: 0.0311848 | Time: 2036.15 ms [2020-12-21 15:52:09 main:581] : INFO : Epoch 1730 | loss: 0.0311573 | val_loss: 0.031192 | Time: 2039.28 ms [2020-12-21 15:52:11 main:581] : INFO : Epoch 1731 | loss: 0.0311571 | val_loss: 0.0311815 | Time: 2036.82 ms [2020-12-21 15:52:13 main:581] : INFO : Epoch 1732 | loss: 0.0311536 | val_loss: 0.0311818 | Time: 2038.8 ms [2020-12-21 15:52:15 main:581] : INFO : Epoch 1733 | loss: 0.0311533 | val_loss: 0.0311826 | Time: 2037.08 ms [2020-12-21 15:52:17 main:581] : INFO : Epoch 1734 | loss: 0.0311544 | val_loss: 0.0311833 | Time: 2029.13 ms [2020-12-21 15:52:19 main:581] : INFO : Epoch 1735 | loss: 0.0311559 | val_loss: 0.0311845 | Time: 2046.28 ms [2020-12-21 15:52:21 main:581] : INFO : Epoch 1736 | loss: 0.031157 | val_loss: 0.0311803 | Time: 2054.3 ms [2020-12-21 15:52:23 main:581] : INFO : Epoch 1737 | loss: 0.0311551 | val_loss: 0.0311809 | Time: 2033.92 ms [2020-12-21 15:52:25 main:581] : INFO : Epoch 1738 | loss: 0.0311532 | val_loss: 0.0311807 | Time: 2035.68 ms [2020-12-21 15:52:27 main:581] : INFO : Epoch 1739 | loss: 0.0311605 | val_loss: 0.0311824 | Time: 2036.46 ms [2020-12-21 15:52:29 main:581] : INFO : Epoch 1740 | loss: 0.0311573 | val_loss: 0.0311845 | Time: 2039.19 ms [2020-12-21 15:52:32 main:581] : INFO : Epoch 1741 | loss: 0.0311587 | val_loss: 0.0311804 | Time: 2035.1 ms [2020-12-21 15:52:34 main:581] : INFO : Epoch 1742 | loss: 0.031154 | val_loss: 0.0311795 | Time: 2045.64 ms [2020-12-21 15:52:36 main:581] : INFO : Epoch 1743 | loss: 0.0311534 | val_loss: 0.0311798 | Time: 2005.38 ms [2020-12-21 15:52:38 main:581] : INFO : Epoch 1744 | loss: 0.0311546 | val_loss: 0.0311856 | Time: 2013.6 ms [2020-12-21 15:52:40 main:581] : INFO : Epoch 1745 | loss: 0.0311549 | val_loss: 0.0311841 | Time: 2024.43 ms [2020-12-21 15:52:42 main:581] : INFO : Epoch 1746 | loss: 0.0311542 | val_loss: 0.0311814 | Time: 2026.52 ms [2020-12-21 15:52:44 main:581] : INFO : Epoch 1747 | loss: 0.0311513 | val_loss: 0.0311812 | Time: 2034.3 ms [2020-12-21 15:52:46 main:581] : INFO : Epoch 1748 | loss: 0.0311507 | val_loss: 0.031183 | Time: 2036.26 ms [2020-12-21 15:52:48 main:581] : INFO : Epoch 1749 | loss: 0.0311511 | val_loss: 0.0311833 | Time: 2024.15 ms [2020-12-21 15:52:50 main:581] : INFO : Epoch 1750 | loss: 0.0311516 | val_loss: 0.0311823 | Time: 2036.28 ms [2020-12-21 15:52:52 main:581] : INFO : Epoch 1751 | loss: 0.0311501 | val_loss: 0.0311808 | Time: 2034.87 ms [2020-12-21 15:52:54 main:581] : INFO : Epoch 1752 | loss: 0.0311497 | val_loss: 0.0311805 | Time: 2027.71 ms [2020-12-21 15:52:56 main:581] : INFO : Epoch 1753 | loss: 0.0311517 | val_loss: 0.0311883 | Time: 2042.07 ms [2020-12-21 15:52:58 main:581] : INFO : Epoch 1754 | loss: 0.0311501 | val_loss: 0.0311827 | Time: 2026.89 ms [2020-12-21 15:53:00 main:581] : INFO : Epoch 1755 | loss: 0.031151 | val_loss: 0.0311836 | Time: 2035.53 ms [2020-12-21 15:53:02 main:581] : INFO : Epoch 1756 | loss: 0.0311568 | val_loss: 0.0311895 | Time: 2033.88 ms [2020-12-21 15:53:04 main:581] : INFO : Epoch 1757 | loss: 0.0311531 | val_loss: 0.0311817 | Time: 2029.9 ms [2020-12-21 15:53:06 main:581] : INFO : Epoch 1758 | loss: 0.0311508 | val_loss: 0.0311845 | Time: 2033.37 ms [2020-12-21 15:53:08 main:581] : INFO : Epoch 1759 | loss: 0.0311493 | val_loss: 0.031184 | Time: 2031.07 ms [2020-12-21 15:53:10 main:581] : INFO : Epoch 1760 | loss: 0.0311488 | val_loss: 0.0311856 | Time: 2027.1 ms [2020-12-21 15:53:12 main:581] : INFO : Epoch 1761 | loss: 0.0311492 | val_loss: 0.0311836 | Time: 2034.89 ms [2020-12-21 15:53:14 main:581] : INFO : Epoch 1762 | loss: 0.0311478 | val_loss: 0.0311816 | Time: 2038.39 ms [2020-12-21 15:53:16 main:581] : INFO : Epoch 1763 | loss: 0.0311479 | val_loss: 0.0311814 | Time: 2037.72 ms [2020-12-21 15:53:18 main:581] : INFO : Epoch 1764 | loss: 0.0311474 | val_loss: 0.0311816 | Time: 1978.86 ms [2020-12-21 15:53:20 main:581] : INFO : Epoch 1765 | loss: 0.0311483 | val_loss: 0.0311818 | Time: 1962.51 ms [2020-12-21 15:53:22 main:581] : INFO : Epoch 1766 | loss: 0.0311547 | val_loss: 0.0311916 | Time: 1967.65 ms [2020-12-21 15:53:24 main:581] : INFO : Epoch 1767 | loss: 0.0311494 | val_loss: 0.0311819 | Time: 2035.81 ms [2020-12-21 15:53:26 main:581] : INFO : Epoch 1768 | loss: 0.0311484 | val_loss: 0.0311811 | Time: 1947.77 ms [2020-12-21 15:53:28 main:581] : INFO : Epoch 1769 | loss: 0.0311491 | val_loss: 0.0311845 | Time: 1942.28 ms [2020-12-21 15:53:30 main:581] : INFO : Epoch 1770 | loss: 0.0311484 | val_loss: 0.0311832 | Time: 2028.65 ms [2020-12-21 15:53:32 main:581] : INFO : Epoch 1771 | loss: 0.0311481 | val_loss: 0.0311827 | Time: 2038.65 ms [2020-12-21 15:53:34 main:581] : INFO : Epoch 1772 | loss: 0.0311469 | val_loss: 0.0311841 | Time: 2040.85 ms [2020-12-21 15:53:36 main:581] : INFO : Epoch 1773 | loss: 0.0311491 | val_loss: 0.031186 | Time: 2030.22 ms [2020-12-21 15:53:38 main:581] : INFO : Epoch 1774 | loss: 0.0311497 | val_loss: 0.0311862 | Time: 1943.21 ms [2020-12-21 15:53:40 main:581] : INFO : Epoch 1775 | loss: 0.0311497 | val_loss: 0.0311843 | Time: 1969.23 ms [2020-12-21 15:53:42 main:581] : INFO : Epoch 1776 | loss: 0.0311483 | val_loss: 0.031187 | Time: 2035.55 ms [2020-12-21 15:53:44 main:581] : INFO : Epoch 1777 | loss: 0.0311491 | val_loss: 0.0311817 | Time: 2041.43 ms [2020-12-21 15:53:46 main:581] : INFO : Epoch 1778 | loss: 0.0311488 | val_loss: 0.0311949 | Time: 2028.97 ms [2020-12-21 15:53:48 main:581] : INFO : Epoch 1779 | loss: 0.031148 | val_loss: 0.0311909 | Time: 2030.12 ms [2020-12-21 15:53:50 main:581] : INFO : Epoch 1780 | loss: 0.0311481 | val_loss: 0.0311831 | Time: 2027.72 ms [2020-12-21 15:53:52 main:581] : INFO : Epoch 1781 | loss: 0.031148 | val_loss: 0.031181 | Time: 2039.23 ms [2020-12-21 15:53:54 main:581] : INFO : Epoch 1782 | loss: 0.0311489 | val_loss: 0.0311884 | Time: 2019.82 ms [2020-12-21 15:53:56 main:581] : INFO : Epoch 1783 | loss: 0.0311468 | val_loss: 0.0311869 | Time: 2034.05 ms [2020-12-21 15:53:58 main:581] : INFO : Epoch 1784 | loss: 0.0311466 | val_loss: 0.031185 | Time: 2031.12 ms [2020-12-21 15:54:00 main:581] : INFO : Epoch 1785 | loss: 0.0311461 | val_loss: 0.0311813 | Time: 2024.8 ms [2020-12-21 15:54:02 main:581] : INFO : Epoch 1786 | loss: 0.0311558 | val_loss: 0.0311897 | Time: 2037.13 ms [2020-12-21 15:54:04 main:581] : INFO : Epoch 1787 | loss: 0.0311735 | val_loss: 0.0311798 | Time: 2038.03 ms [2020-12-21 15:54:07 main:581] : INFO : Epoch 1788 | loss: 0.0311735 | val_loss: 0.0311819 | Time: 2029.83 ms [2020-12-21 15:54:09 main:581] : INFO : Epoch 1789 | loss: 0.0311685 | val_loss: 0.0311753 | Time: 2032.08 ms [2020-12-21 15:54:11 main:581] : INFO : Epoch 1790 | loss: 0.0311628 | val_loss: 0.0311742 | Time: 2039.37 ms [2020-12-21 15:54:13 main:581] : INFO : Epoch 1791 | loss: 0.0311606 | val_loss: 0.0311745 | Time: 2035.25 ms [2020-12-21 15:54:15 main:581] : INFO : Epoch 1792 | loss: 0.0311577 | val_loss: 0.0311726 | Time: 2032.04 ms [2020-12-21 15:54:17 main:581] : INFO : Epoch 1793 | loss: 0.0311546 | val_loss: 0.0311744 | Time: 2040.88 ms [2020-12-21 15:54:19 main:581] : INFO : Epoch 1794 | loss: 0.0311523 | val_loss: 0.0311771 | Time: 2035.45 ms [2020-12-21 15:54:21 main:581] : INFO : Epoch 1795 | loss: 0.0311512 | val_loss: 0.0311763 | Time: 2037.76 ms [2020-12-21 15:54:23 main:581] : INFO : Epoch 1796 | loss: 0.0311512 | val_loss: 0.0311809 | Time: 2042.34 ms [2020-12-21 15:54:25 main:581] : INFO : Epoch 1797 | loss: 0.0311501 | val_loss: 0.0311781 | Time: 2036.83 ms [2020-12-21 15:54:27 main:581] : INFO : Epoch 1798 | loss: 0.0311509 | val_loss: 0.0311807 | Time: 2042.5 ms [2020-12-21 15:54:29 main:581] : INFO : Epoch 1799 | loss: 0.0311524 | val_loss: 0.0311813 | Time: 2035.52 ms [2020-12-21 15:54:31 main:581] : INFO : Epoch 1800 | loss: 0.0311682 | val_loss: 0.0311758 | Time: 2030.97 ms [2020-12-21 15:54:33 main:581] : INFO : Epoch 1801 | loss: 0.031159 | val_loss: 0.0311741 | Time: 2031.69 ms [2020-12-21 15:54:35 main:581] : INFO : Epoch 1802 | loss: 0.0311533 | val_loss: 0.031175 | Time: 2032.48 ms [2020-12-21 15:54:37 main:581] : INFO : Epoch 1803 | loss: 0.031151 | val_loss: 0.0311781 | Time: 2025.62 ms [2020-12-21 15:54:39 main:581] : INFO : Epoch 1804 | loss: 0.0311548 | val_loss: 0.031182 | Time: 2031.68 ms [2020-12-21 15:54:41 main:581] : INFO : Epoch 1805 | loss: 0.0311523 | val_loss: 0.0311802 | Time: 2035.23 ms [2020-12-21 15:54:43 main:581] : INFO : Epoch 1806 | loss: 0.0311488 | val_loss: 0.0311811 | Time: 2033.48 ms [2020-12-21 15:54:45 main:581] : INFO : Epoch 1807 | loss: 0.0311463 | val_loss: 0.031179 | Time: 2031.04 ms [2020-12-21 15:54:47 main:581] : INFO : Epoch 1808 | loss: 0.0311468 | val_loss: 0.0311832 | Time: 2024.68 ms [2020-12-21 15:54:49 main:581] : INFO : Epoch 1809 | loss: 0.0311456 | val_loss: 0.0311827 | Time: 2021.03 ms [2020-12-21 15:54:51 main:581] : INFO : Epoch 1810 | loss: 0.031149 | val_loss: 0.0311907 | Time: 2035.2 ms [2020-12-21 15:54:53 main:581] : INFO : Epoch 1811 | loss: 0.031146 | val_loss: 0.0311797 | Time: 1995.63 ms [2020-12-21 15:54:55 main:581] : INFO : Epoch 1812 | loss: 0.0311458 | val_loss: 0.0311798 | Time: 2039.91 ms [2020-12-21 15:54:57 main:581] : INFO : Epoch 1813 | loss: 0.0311458 | val_loss: 0.0311818 | Time: 2024.45 ms [2020-12-21 15:54:59 main:581] : INFO : Epoch 1814 | loss: 0.0311448 | val_loss: 0.031178 | Time: 2032.72 ms [2020-12-21 15:55:01 main:581] : INFO : Epoch 1815 | loss: 0.0311444 | val_loss: 0.0311866 | Time: 2034.64 ms [2020-12-21 15:55:03 main:581] : INFO : Epoch 1816 | loss: 0.0311455 | val_loss: 0.0311855 | Time: 2043.1 ms [2020-12-21 15:55:05 main:581] : INFO : Epoch 1817 | loss: 0.0311543 | val_loss: 0.0311781 | Time: 2044.82 ms [2020-12-21 15:55:08 main:581] : INFO : Epoch 1818 | loss: 0.0311553 | val_loss: 0.0311753 | Time: 2041.39 ms [2020-12-21 15:55:10 main:581] : INFO : Epoch 1819 | loss: 0.0311502 | val_loss: 0.0311793 | Time: 2030.19 ms [2020-12-21 15:55:12 main:581] : INFO : Epoch 1820 | loss: 0.0311468 | val_loss: 0.0311841 | Time: 2035.72 ms [2020-12-21 15:55:14 main:581] : INFO : Epoch 1821 | loss: 0.0311441 | val_loss: 0.0311795 | Time: 2001.66 ms [2020-12-21 15:55:16 main:581] : INFO : Epoch 1822 | loss: 0.031146 | val_loss: 0.0311769 | Time: 1940.99 ms [2020-12-21 15:55:18 main:581] : INFO : Epoch 1823 | loss: 0.0311443 | val_loss: 0.0311834 | Time: 1965.27 ms [2020-12-21 15:55:20 main:581] : INFO : Epoch 1824 | loss: 0.03115 | val_loss: 0.0311843 | Time: 2017.86 ms [2020-12-21 15:55:22 main:581] : INFO : Epoch 1825 | loss: 0.0311512 | val_loss: 0.0311934 | Time: 2007.02 ms [2020-12-21 15:55:24 main:581] : INFO : Epoch 1826 | loss: 0.0311582 | val_loss: 0.0311872 | Time: 1996.22 ms [2020-12-21 15:55:26 main:581] : INFO : Epoch 1827 | loss: 0.0311636 | val_loss: 0.0311848 | Time: 2029.07 ms [2020-12-21 15:55:28 main:581] : INFO : Epoch 1828 | loss: 0.0311546 | val_loss: 0.0311756 | Time: 1962.17 ms [2020-12-21 15:55:29 main:581] : INFO : Epoch 1829 | loss: 0.0311487 | val_loss: 0.0311818 | Time: 1944.65 ms [2020-12-21 15:55:31 main:581] : INFO : Epoch 1830 | loss: 0.0311489 | val_loss: 0.031177 | Time: 2017.53 ms [2020-12-21 15:55:34 main:581] : INFO : Epoch 1831 | loss: 0.0311522 | val_loss: 0.0311772 | Time: 2036.33 ms [2020-12-21 15:55:35 main:581] : INFO : Epoch 1832 | loss: 0.0311483 | val_loss: 0.0311758 | Time: 1956.75 ms [2020-12-21 15:55:37 main:581] : INFO : Epoch 1833 | loss: 0.0311474 | val_loss: 0.0311814 | Time: 1960.81 ms [2020-12-21 15:55:39 main:581] : INFO : Epoch 1834 | loss: 0.031148 | val_loss: 0.0311792 | Time: 1934.49 ms [2020-12-21 15:55:41 main:581] : INFO : Epoch 1835 | loss: 0.0311499 | val_loss: 0.0311784 | Time: 1935.25 ms [2020-12-21 15:55:43 main:581] : INFO : Epoch 1836 | loss: 0.0311424 | val_loss: 0.0311883 | Time: 1933.37 ms [2020-12-21 15:55:45 main:581] : INFO : Epoch 1837 | loss: 0.0311427 | val_loss: 0.0311799 | Time: 1991.08 ms [2020-12-21 15:55:47 main:581] : INFO : Epoch 1838 | loss: 0.0311493 | val_loss: 0.0311796 | Time: 2034.93 ms [2020-12-21 15:55:49 main:581] : INFO : Epoch 1839 | loss: 0.0311452 | val_loss: 0.0311845 | Time: 2042.77 ms [2020-12-21 15:55:51 main:581] : INFO : Epoch 1840 | loss: 0.0311532 | val_loss: 0.0311758 | Time: 2032.91 ms [2020-12-21 15:55:53 main:581] : INFO : Epoch 1841 | loss: 0.0311503 | val_loss: 0.0311815 | Time: 2023.38 ms [2020-12-21 15:55:55 main:581] : INFO : Epoch 1842 | loss: 0.0311474 | val_loss: 0.0311773 | Time: 2044.55 ms [2020-12-21 15:55:57 main:581] : INFO : Epoch 1843 | loss: 0.0311439 | val_loss: 0.0311774 | Time: 2032.18 ms [2020-12-21 15:55:59 main:581] : INFO : Epoch 1844 | loss: 0.031144 | val_loss: 0.03118 | Time: 2015.77 ms [2020-12-21 15:56:01 main:581] : INFO : Epoch 1845 | loss: 0.0311434 | val_loss: 0.0311791 | Time: 1953.5 ms [2020-12-21 15:56:03 main:581] : INFO : Epoch 1846 | loss: 0.0311417 | val_loss: 0.0311855 | Time: 1852.32 ms [2020-12-21 15:56:05 main:581] : INFO : Epoch 1847 | loss: 0.0311433 | val_loss: 0.031181 | Time: 1840.72 ms [2020-12-21 15:56:07 main:581] : INFO : Epoch 1848 | loss: 0.0311398 | val_loss: 0.031182 | Time: 1969.81 ms [2020-12-21 15:56:09 main:581] : INFO : Epoch 1849 | loss: 0.0311384 | val_loss: 0.0311828 | Time: 2036.1 ms [2020-12-21 15:56:11 main:581] : INFO : Epoch 1850 | loss: 0.0311413 | val_loss: 0.0311817 | Time: 2027.54 ms [2020-12-21 15:56:13 main:581] : INFO : Epoch 1851 | loss: 0.031147 | val_loss: 0.0311754 | Time: 2034.16 ms [2020-12-21 15:56:15 main:581] : INFO : Epoch 1852 | loss: 0.031147 | val_loss: 0.031178 | Time: 2010.31 ms [2020-12-21 15:56:17 main:581] : INFO : Epoch 1853 | loss: 0.0311469 | val_loss: 0.0311746 | Time: 1970.96 ms [2020-12-21 15:56:19 main:581] : INFO : Epoch 1854 | loss: 0.0311491 | val_loss: 0.0311778 | Time: 1960.33 ms [2020-12-21 15:56:21 main:581] : INFO : Epoch 1855 | loss: 0.0311441 | val_loss: 0.0311788 | Time: 2023.87 ms [2020-12-21 15:56:23 main:581] : INFO : Epoch 1856 | loss: 0.0311409 | val_loss: 0.031182 | Time: 2009.8 ms [2020-12-21 15:56:25 main:581] : INFO : Epoch 1857 | loss: 0.0311392 | val_loss: 0.031178 | Time: 2006.39 ms [2020-12-21 15:56:27 main:581] : INFO : Epoch 1858 | loss: 0.0311398 | val_loss: 0.0311792 | Time: 1997.44 ms [2020-12-21 15:56:29 main:581] : INFO : Epoch 1859 | loss: 0.0311388 | val_loss: 0.0311887 | Time: 1995.55 ms [2020-12-21 15:56:31 main:581] : INFO : Epoch 1860 | loss: 0.0311537 | val_loss: 0.0311779 | Time: 2005.96 ms [2020-12-21 15:56:33 main:581] : INFO : Epoch 1861 | loss: 0.0311505 | val_loss: 0.0311764 | Time: 2014.73 ms [2020-12-21 15:56:35 main:581] : INFO : Epoch 1862 | loss: 0.0311431 | val_loss: 0.0311762 | Time: 2012.65 ms [2020-12-21 15:56:37 main:581] : INFO : Epoch 1863 | loss: 0.0311489 | val_loss: 0.0311784 | Time: 2002.34 ms [2020-12-21 15:56:39 main:581] : INFO : Epoch 1864 | loss: 0.031149 | val_loss: 0.0311852 | Time: 2015.5 ms [2020-12-21 15:56:41 main:581] : INFO : Epoch 1865 | loss: 0.0311479 | val_loss: 0.0311733 | Time: 1962.69 ms [2020-12-21 15:56:43 main:581] : INFO : Epoch 1866 | loss: 0.0311413 | val_loss: 0.0311769 | Time: 2030.25 ms [2020-12-21 15:56:45 main:581] : INFO : Epoch 1867 | loss: 0.031141 | val_loss: 0.0311829 | Time: 1967.72 ms [2020-12-21 15:56:47 main:581] : INFO : Epoch 1868 | loss: 0.0311422 | val_loss: 0.0311811 | Time: 2018.16 ms [2020-12-21 15:56:49 main:581] : INFO : Epoch 1869 | loss: 0.0311395 | val_loss: 0.0311812 | Time: 2009.69 ms [2020-12-21 15:56:51 main:581] : INFO : Epoch 1870 | loss: 0.0311464 | val_loss: 0.0311763 | Time: 2020.87 ms [2020-12-21 15:56:53 main:581] : INFO : Epoch 1871 | loss: 0.0311444 | val_loss: 0.0311764 | Time: 2021.57 ms [2020-12-21 15:56:55 main:581] : INFO : Epoch 1872 | loss: 0.0311417 | val_loss: 0.0311778 | Time: 1960.21 ms [2020-12-21 15:56:57 main:581] : INFO : Epoch 1873 | loss: 0.0311426 | val_loss: 0.031178 | Time: 1989.99 ms [2020-12-21 15:56:59 main:581] : INFO : Epoch 1874 | loss: 0.0311403 | val_loss: 0.0311765 | Time: 2021.71 ms [2020-12-21 15:57:01 main:581] : INFO : Epoch 1875 | loss: 0.0311458 | val_loss: 0.0311755 | Time: 2022.92 ms [2020-12-21 15:57:03 main:581] : INFO : Epoch 1876 | loss: 0.0311403 | val_loss: 0.031176 | Time: 2031.09 ms [2020-12-21 15:57:05 main:581] : INFO : Epoch 1877 | loss: 0.0311389 | val_loss: 0.0311752 | Time: 1973.01 ms [2020-12-21 15:57:07 main:581] : INFO : Epoch 1878 | loss: 0.0311414 | val_loss: 0.0311808 | Time: 1916.3 ms [2020-12-21 15:57:09 main:581] : INFO : Epoch 1879 | loss: 0.0311418 | val_loss: 0.0311768 | Time: 1929.5 ms [2020-12-21 15:57:11 main:581] : INFO : Epoch 1880 | loss: 0.0311424 | val_loss: 0.0311816 | Time: 1973.06 ms [2020-12-21 15:57:13 main:581] : INFO : Epoch 1881 | loss: 0.0311416 | val_loss: 0.0311806 | Time: 2024.35 ms [2020-12-21 15:57:15 main:581] : INFO : Epoch 1882 | loss: 0.031141 | val_loss: 0.0311758 | Time: 2035.25 ms [2020-12-21 15:57:17 main:581] : INFO : Epoch 1883 | loss: 0.0311406 | val_loss: 0.0311809 | Time: 2029.59 ms [2020-12-21 15:57:19 main:581] : INFO : Epoch 1884 | loss: 0.0311428 | val_loss: 0.0311762 | Time: 2006.2 ms [2020-12-21 15:57:21 main:581] : INFO : Epoch 1885 | loss: 0.0311426 | val_loss: 0.0311866 | Time: 1958.07 ms [2020-12-21 15:57:23 main:581] : INFO : Epoch 1886 | loss: 0.0311383 | val_loss: 0.0311777 | Time: 2017.58 ms [2020-12-21 15:57:25 main:581] : INFO : Epoch 1887 | loss: 0.0311361 | val_loss: 0.0311802 | Time: 1984.92 ms [2020-12-21 15:57:27 main:581] : INFO : Epoch 1888 | loss: 0.0311379 | val_loss: 0.0311828 | Time: 1830.05 ms [2020-12-21 15:57:29 main:581] : INFO : Epoch 1889 | loss: 0.0311391 | val_loss: 0.0311841 | Time: 1968.93 ms [2020-12-21 15:57:31 main:581] : INFO : Epoch 1890 | loss: 0.0311395 | val_loss: 0.0311762 | Time: 2013.77 ms [2020-12-21 15:57:33 main:581] : INFO : Epoch 1891 | loss: 0.0311435 | val_loss: 0.0311845 | Time: 2016.09 ms [2020-12-21 15:57:35 main:581] : INFO : Epoch 1892 | loss: 0.0311382 | val_loss: 0.0311809 | Time: 2018.15 ms [2020-12-21 15:57:37 main:581] : INFO : Epoch 1893 | loss: 0.0311355 | val_loss: 0.0311825 | Time: 2016.42 ms [2020-12-21 15:57:39 main:581] : INFO : Epoch 1894 | loss: 0.0311358 | val_loss: 0.0311838 | Time: 2017.19 ms [2020-12-21 15:57:41 main:581] : INFO : Epoch 1895 | loss: 0.0311345 | val_loss: 0.0311816 | Time: 2013.38 ms [2020-12-21 15:57:43 main:581] : INFO : Epoch 1896 | loss: 0.0311572 | val_loss: 0.0311844 | Time: 2005.64 ms [2020-12-21 15:57:45 main:581] : INFO : Epoch 1897 | loss: 0.0311565 | val_loss: 0.0311768 | Time: 1938.09 ms [2020-12-21 15:57:47 main:581] : INFO : Epoch 1898 | loss: 0.0311547 | val_loss: 0.0311745 | Time: 1950.34 ms [2020-12-21 15:57:49 main:581] : INFO : Epoch 1899 | loss: 0.0311497 | val_loss: 0.031176 | Time: 2011 ms [2020-12-21 15:57:51 main:581] : INFO : Epoch 1900 | loss: 0.0311474 | val_loss: 0.0311852 | Time: 2018.09 ms [2020-12-21 15:57:53 main:581] : INFO : Epoch 1901 | loss: 0.0311448 | val_loss: 0.0311865 | Time: 2014.91 ms [2020-12-21 15:57:55 main:581] : INFO : Epoch 1902 | loss: 0.0311446 | val_loss: 0.0311868 | Time: 2003.8 ms [2020-12-21 15:57:57 main:581] : INFO : Epoch 1903 | loss: 0.0311403 | val_loss: 0.0311768 | Time: 2009.75 ms [2020-12-21 15:57:59 main:581] : INFO : Epoch 1904 | loss: 0.0311374 | val_loss: 0.0311819 | Time: 2019.46 ms [2020-12-21 15:58:01 main:581] : INFO : Epoch 1905 | loss: 0.0311358 | val_loss: 0.0311819 | Time: 2016.62 ms [2020-12-21 15:58:03 main:581] : INFO : Epoch 1906 | loss: 0.0311368 | val_loss: 0.0311802 | Time: 2008.47 ms [2020-12-21 15:58:05 main:581] : INFO : Epoch 1907 | loss: 0.0311359 | val_loss: 0.031191 | Time: 2018.85 ms [2020-12-21 15:58:07 main:581] : INFO : Epoch 1908 | loss: 0.0311382 | val_loss: 0.031186 | Time: 2024.7 ms [2020-12-21 15:58:09 main:581] : INFO : Epoch 1909 | loss: 0.0311426 | val_loss: 0.0311859 | Time: 2010.75 ms [2020-12-21 15:58:11 main:581] : INFO : Epoch 1910 | loss: 0.0311387 | val_loss: 0.031179 | Time: 2014.17 ms [2020-12-21 15:58:13 main:581] : INFO : Epoch 1911 | loss: 0.031139 | val_loss: 0.0311762 | Time: 2012.71 ms [2020-12-21 15:58:15 main:581] : INFO : Epoch 1912 | loss: 0.0311361 | val_loss: 0.0311815 | Time: 2022.63 ms [2020-12-21 15:58:17 main:581] : INFO : Epoch 1913 | loss: 0.0311379 | val_loss: 0.0311801 | Time: 2022.84 ms [2020-12-21 15:58:19 main:581] : INFO : Epoch 1914 | loss: 0.0311379 | val_loss: 0.0311825 | Time: 2021.95 ms [2020-12-21 15:58:21 main:581] : INFO : Epoch 1915 | loss: 0.0311341 | val_loss: 0.031186 | Time: 2013.28 ms [2020-12-21 15:58:23 main:581] : INFO : Epoch 1916 | loss: 0.0311366 | val_loss: 0.0311846 | Time: 2020.38 ms [2020-12-21 15:58:25 main:581] : INFO : Epoch 1917 | loss: 0.0311345 | val_loss: 0.0311799 | Time: 2011.96 ms [2020-12-21 15:58:27 main:581] : INFO : Epoch 1918 | loss: 0.0311344 | val_loss: 0.0311793 | Time: 2017.87 ms [2020-12-21 15:58:29 main:581] : INFO : Epoch 1919 | loss: 0.0311385 | val_loss: 0.0311885 | Time: 1958.57 ms [2020-12-21 15:58:31 main:581] : INFO : Epoch 1920 | loss: 0.0311507 | val_loss: 0.0311754 | Time: 1990.51 ms [2020-12-21 15:58:33 main:581] : INFO : Epoch 1921 | loss: 0.0311427 | val_loss: 0.0311877 | Time: 2018.27 ms [2020-12-21 15:58:35 main:581] : INFO : Epoch 1922 | loss: 0.0311369 | val_loss: 0.0311791 | Time: 2014.2 ms [2020-12-21 15:58:37 main:581] : INFO : Epoch 1923 | loss: 0.0311439 | val_loss: 0.0311792 | Time: 2022.73 ms [2020-12-21 15:58:39 main:581] : INFO : Epoch 1924 | loss: 0.0311515 | val_loss: 0.0311717 | Time: 2014.31 ms [2020-12-21 15:58:41 main:581] : INFO : Epoch 1925 | loss: 0.0311463 | val_loss: 0.0311728 | Time: 2012.14 ms [2020-12-21 15:58:43 main:581] : INFO : Epoch 1926 | loss: 0.0311428 | val_loss: 0.0311757 | Time: 2023.8 ms [2020-12-21 15:58:45 main:581] : INFO : Epoch 1927 | loss: 0.0311379 | val_loss: 0.0311794 | Time: 2021.13 ms [2020-12-21 15:58:47 main:581] : INFO : Epoch 1928 | loss: 0.031136 | val_loss: 0.0311753 | Time: 2021.17 ms [2020-12-21 15:58:49 main:581] : INFO : Epoch 1929 | loss: 0.0311322 | val_loss: 0.031181 | Time: 2017.76 ms [2020-12-21 15:58:51 main:581] : INFO : Epoch 1930 | loss: 0.0311323 | val_loss: 0.0311774 | Time: 2024.31 ms [2020-12-21 15:58:53 main:581] : INFO : Epoch 1931 | loss: 0.0311331 | val_loss: 0.0311774 | Time: 2023.64 ms [2020-12-21 15:58:55 main:581] : INFO : Epoch 1932 | loss: 0.0311315 | val_loss: 0.0311812 | Time: 2024.65 ms [2020-12-21 15:58:57 main:581] : INFO : Epoch 1933 | loss: 0.0311482 | val_loss: 0.0311751 | Time: 2017.68 ms [2020-12-21 15:58:59 main:581] : INFO : Epoch 1934 | loss: 0.0311465 | val_loss: 0.0311777 | Time: 2026.14 ms [2020-12-21 15:59:01 main:581] : INFO : Epoch 1935 | loss: 0.0311428 | val_loss: 0.031173 | Time: 2023.03 ms [2020-12-21 15:59:03 main:581] : INFO : Epoch 1936 | loss: 0.0311397 | val_loss: 0.0311822 | Time: 2021 ms [2020-12-21 15:59:06 main:581] : INFO : Epoch 1937 | loss: 0.0311392 | val_loss: 0.0311766 | Time: 2024.47 ms [2020-12-21 15:59:08 main:581] : INFO : Epoch 1938 | loss: 0.0311372 | val_loss: 0.031181 | Time: 2022.7 ms [2020-12-21 15:59:10 main:581] : INFO : Epoch 1939 | loss: 0.0311351 | val_loss: 0.031177 | Time: 2017.82 ms [2020-12-21 15:59:12 main:581] : INFO : Epoch 1940 | loss: 0.0311335 | val_loss: 0.031187 | Time: 2013.86 ms [2020-12-21 15:59:14 main:581] : INFO : Epoch 1941 | loss: 0.0311336 | val_loss: 0.0311838 | Time: 2023.9 ms [2020-12-21 15:59:16 main:581] : INFO : Epoch 1942 | loss: 0.031137 | val_loss: 0.0311869 | Time: 2024.1 ms [2020-12-21 15:59:18 main:581] : INFO : Epoch 1943 | loss: 0.0311361 | val_loss: 0.0311834 | Time: 2019.74 ms [2020-12-21 15:59:20 main:581] : INFO : Epoch 1944 | loss: 0.0311346 | val_loss: 0.0311781 | Time: 2023.51 ms [2020-12-21 15:59:22 main:581] : INFO : Epoch 1945 | loss: 0.031137 | val_loss: 0.0311786 | Time: 2022.96 ms [2020-12-21 15:59:24 main:581] : INFO : Epoch 1946 | loss: 0.0311356 | val_loss: 0.031185 | Time: 2029.82 ms [2020-12-21 15:59:26 main:581] : INFO : Epoch 1947 | loss: 0.0311304 | val_loss: 0.031181 | Time: 2018.44 ms [2020-12-21 15:59:28 main:581] : INFO : Epoch 1948 | loss: 0.0311388 | val_loss: 0.0311764 | Time: 2024.34 ms [2020-12-21 15:59:30 main:581] : INFO : Epoch 1949 | loss: 0.0311366 | val_loss: 0.0311841 | Time: 2019.13 ms [2020-12-21 15:59:32 main:581] : INFO : Epoch 1950 | loss: 0.0311358 | val_loss: 0.0311832 | Time: 2025.13 ms [2020-12-21 15:59:34 main:581] : INFO : Epoch 1951 | loss: 0.0311389 | val_loss: 0.0311794 | Time: 2018.51 ms [2020-12-21 15:59:36 main:581] : INFO : Epoch 1952 | loss: 0.0311344 | val_loss: 0.0311921 | Time: 2021.44 ms [2020-12-21 15:59:38 main:581] : INFO : Epoch 1953 | loss: 0.0311383 | val_loss: 0.0311798 | Time: 2027.6 ms [2020-12-21 15:59:40 main:581] : INFO : Epoch 1954 | loss: 0.0311392 | val_loss: 0.0311796 | Time: 2024.8 ms [2020-12-21 15:59:42 main:581] : INFO : Epoch 1955 | loss: 0.0311396 | val_loss: 0.0311813 | Time: 2027.65 ms [2020-12-21 15:59:44 main:581] : INFO : Epoch 1956 | loss: 0.0311392 | val_loss: 0.0311828 | Time: 2013.33 ms [2020-12-21 15:59:46 main:581] : INFO : Epoch 1957 | loss: 0.0311355 | val_loss: 0.0311814 | Time: 2017.81 ms [2020-12-21 15:59:48 main:581] : INFO : Epoch 1958 | loss: 0.0311303 | val_loss: 0.0311854 | Time: 2026.91 ms [2020-12-21 15:59:50 main:581] : INFO : Epoch 1959 | loss: 0.0311273 | val_loss: 0.0311919 | Time: 2020.74 ms [2020-12-21 15:59:52 main:581] : INFO : Epoch 1960 | loss: 0.031127 | val_loss: 0.0311857 | Time: 2024.78 ms [2020-12-21 15:59:54 main:581] : INFO : Epoch 1961 | loss: 0.0311284 | val_loss: 0.0311786 | Time: 2020.53 ms [2020-12-21 15:59:56 main:581] : INFO : Epoch 1962 | loss: 0.031128 | val_loss: 0.0311861 | Time: 2014.2 ms [2020-12-21 15:59:58 main:581] : INFO : Epoch 1963 | loss: 0.0311287 | val_loss: 0.0311845 | Time: 2027.3 ms [2020-12-21 16:00:00 main:581] : INFO : Epoch 1964 | loss: 0.0311291 | val_loss: 0.031185 | Time: 2017.28 ms [2020-12-21 16:00:02 main:581] : INFO : Epoch 1965 | loss: 0.0311279 | val_loss: 0.0311846 | Time: 2014.04 ms [2020-12-21 16:00:04 main:581] : INFO : Epoch 1966 | loss: 0.0311304 | val_loss: 0.0311824 | Time: 2022.13 ms [2020-12-21 16:00:06 main:581] : INFO : Epoch 1967 | loss: 0.0311262 | val_loss: 0.0311851 | Time: 2021.96 ms [2020-12-21 16:00:08 main:581] : INFO : Epoch 1968 | loss: 0.0311269 | val_loss: 0.0311809 | Time: 2032.29 ms [2020-12-21 16:00:10 main:581] : INFO : Epoch 1969 | loss: 0.0311281 | val_loss: 0.0311808 | Time: 2023.47 ms [2020-12-21 16:00:12 main:581] : INFO : Epoch 1970 | loss: 0.0311352 | val_loss: 0.031182 | Time: 2008.85 ms [2020-12-21 16:00:14 main:581] : INFO : Epoch 1971 | loss: 0.0311371 | val_loss: 0.0311802 | Time: 2024.14 ms [2020-12-21 16:00:16 main:581] : INFO : Epoch 1972 | loss: 0.0311403 | val_loss: 0.0311793 | Time: 2022.75 ms [2020-12-21 16:00:18 main:581] : INFO : Epoch 1973 | loss: 0.0311374 | val_loss: 0.0311785 | Time: 2020.42 ms [2020-12-21 16:00:20 main:581] : INFO : Epoch 1974 | loss: 0.0311331 | val_loss: 0.0311839 | Time: 2025.67 ms [2020-12-21 16:00:22 main:581] : INFO : Epoch 1975 | loss: 0.0311326 | val_loss: 0.0311834 | Time: 2017.92 ms [2020-12-21 16:00:24 main:581] : INFO : Epoch 1976 | loss: 0.0311287 | val_loss: 0.0311838 | Time: 2018.72 ms [2020-12-21 16:00:26 main:581] : INFO : Epoch 1977 | loss: 0.0311278 | val_loss: 0.0311822 | Time: 2018.22 ms [2020-12-21 16:00:28 main:581] : INFO : Epoch 1978 | loss: 0.0311254 | val_loss: 0.0311857 | Time: 2002.69 ms [2020-12-21 16:00:30 main:581] : INFO : Epoch 1979 | loss: 0.0311247 | val_loss: 0.0311856 | Time: 2020.24 ms [2020-12-21 16:00:32 main:581] : INFO : Epoch 1980 | loss: 0.0311256 | val_loss: 0.0311809 | Time: 2022.59 ms [2020-12-21 16:00:34 main:581] : INFO : Epoch 1981 | loss: 0.0311523 | val_loss: 0.0311822 | Time: 2026.29 ms [2020-12-21 16:00:36 main:581] : INFO : Epoch 1982 | loss: 0.031165 | val_loss: 0.0311862 | Time: 2031.65 ms [2020-12-21 16:00:39 main:581] : INFO : Epoch 1983 | loss: 0.0311643 | val_loss: 0.0311732 | Time: 2015.92 ms [2020-12-21 16:00:41 main:581] : INFO : Epoch 1984 | loss: 0.0311532 | val_loss: 0.0311702 | Time: 2024.07 ms [2020-12-21 16:00:43 main:581] : INFO : Epoch 1985 | loss: 0.0311483 | val_loss: 0.0311726 | Time: 2018.62 ms [2020-12-21 16:00:45 main:581] : INFO : Epoch 1986 | loss: 0.0311458 | val_loss: 0.031178 | Time: 2020.81 ms [2020-12-21 16:00:47 main:581] : INFO : Epoch 1987 | loss: 0.0311408 | val_loss: 0.031177 | Time: 2030.72 ms [2020-12-21 16:00:49 main:581] : INFO : Epoch 1988 | loss: 0.0311396 | val_loss: 0.0311764 | Time: 2018.38 ms [2020-12-21 16:00:51 main:581] : INFO : Epoch 1989 | loss: 0.031141 | val_loss: 0.0311791 | Time: 2019.82 ms [2020-12-21 16:00:53 main:581] : INFO : Epoch 1990 | loss: 0.0311372 | val_loss: 0.0311834 | Time: 2024.68 ms [2020-12-21 16:00:55 main:581] : INFO : Epoch 1991 | loss: 0.0311415 | val_loss: 0.0311852 | Time: 2016.05 ms [2020-12-21 16:00:57 main:581] : INFO : Epoch 1992 | loss: 0.0311362 | val_loss: 0.0311775 | Time: 2019.23 ms [2020-12-21 16:00:59 main:581] : INFO : Epoch 1993 | loss: 0.0311336 | val_loss: 0.0311846 | Time: 2018.9 ms [2020-12-21 16:01:01 main:581] : INFO : Epoch 1994 | loss: 0.0311405 | val_loss: 0.0311773 | Time: 2016.02 ms [2020-12-21 16:01:03 main:581] : INFO : Epoch 1995 | loss: 0.0311451 | val_loss: 0.0311823 | Time: 2018.17 ms [2020-12-21 16:01:05 main:581] : INFO : Epoch 1996 | loss: 0.031143 | val_loss: 0.0311753 | Time: 2019.92 ms [2020-12-21 16:01:07 main:581] : INFO : Epoch 1997 | loss: 0.031138 | val_loss: 0.0311775 | Time: 2024.03 ms [2020-12-21 16:01:09 main:581] : INFO : Epoch 1998 | loss: 0.0311391 | val_loss: 0.0311751 | Time: 2024.98 ms [2020-12-21 16:01:11 main:581] : INFO : Epoch 1999 | loss: 0.0311345 | val_loss: 0.0311781 | Time: 2015.3 ms [2020-12-21 16:01:13 main:581] : INFO : Epoch 2000 | loss: 0.0311314 | val_loss: 0.0311784 | Time: 2016.54 ms [2020-12-21 16:01:15 main:581] : INFO : Epoch 2001 | loss: 0.0311317 | val_loss: 0.0311765 | Time: 2015.56 ms [2020-12-21 16:01:17 main:581] : INFO : Epoch 2002 | loss: 0.0311348 | val_loss: 0.0311829 | Time: 2023.61 ms [2020-12-21 16:01:19 main:581] : INFO : Epoch 2003 | loss: 0.0311296 | val_loss: 0.0311743 | Time: 2018.65 ms [2020-12-21 16:01:21 main:581] : INFO : Epoch 2004 | loss: 0.0311271 | val_loss: 0.031183 | Time: 2020.02 ms [2020-12-21 16:01:23 main:581] : INFO : Epoch 2005 | loss: 0.0311287 | val_loss: 0.0311785 | Time: 2008.73 ms [2020-12-21 16:01:25 main:581] : INFO : Epoch 2006 | loss: 0.0311269 | val_loss: 0.0311852 | Time: 2016.67 ms [2020-12-21 16:01:27 main:581] : INFO : Epoch 2007 | loss: 0.031127 | val_loss: 0.031178 | Time: 2012.85 ms [2020-12-21 16:01:29 main:581] : INFO : Epoch 2008 | loss: 0.031132 | val_loss: 0.03119 | Time: 2022.03 ms [2020-12-21 16:01:31 main:581] : INFO : Epoch 2009 | loss: 0.0311352 | val_loss: 0.0311814 | Time: 2015.26 ms [2020-12-21 16:01:33 main:581] : INFO : Epoch 2010 | loss: 0.0311339 | val_loss: 0.031187 | Time: 2020.6 ms [2020-12-21 16:01:35 main:581] : INFO : Epoch 2011 | loss: 0.031134 | val_loss: 0.031175 | Time: 2024.78 ms [2020-12-21 16:01:37 main:581] : INFO : Epoch 2012 | loss: 0.0311338 | val_loss: 0.0311792 | Time: 2023.74 ms [2020-12-21 16:01:39 main:581] : INFO : Epoch 2013 | loss: 0.0311341 | val_loss: 0.0311817 | Time: 2018.36 ms [2020-12-21 16:01:41 main:581] : INFO : Epoch 2014 | loss: 0.0311329 | val_loss: 0.0311783 | Time: 2024.94 ms [2020-12-21 16:01:43 main:581] : INFO : Epoch 2015 | loss: 0.0311284 | val_loss: 0.0311859 | Time: 2021.52 ms [2020-12-21 16:01:45 main:581] : INFO : Epoch 2016 | loss: 0.0311245 | val_loss: 0.0311902 | Time: 2021.82 ms [2020-12-21 16:01:47 main:581] : INFO : Epoch 2017 | loss: 0.0311235 | val_loss: 0.0311825 | Time: 2026.31 ms [2020-12-21 16:01:49 main:581] : INFO : Epoch 2018 | loss: 0.0311264 | val_loss: 0.0311839 | Time: 2016.39 ms [2020-12-21 16:01:51 main:581] : INFO : Epoch 2019 | loss: 0.0311244 | val_loss: 0.0311866 | Time: 2017.92 ms [2020-12-21 16:01:53 main:581] : INFO : Epoch 2020 | loss: 0.0311276 | val_loss: 0.0311838 | Time: 2022.5 ms [2020-12-21 16:01:55 main:581] : INFO : Epoch 2021 | loss: 0.031126 | val_loss: 0.0311827 | Time: 2027.11 ms [2020-12-21 16:01:57 main:581] : INFO : Epoch 2022 | loss: 0.0311284 | val_loss: 0.031178 | Time: 2012.76 ms [2020-12-21 16:01:59 main:581] : INFO : Epoch 2023 | loss: 0.0311277 | val_loss: 0.0311878 | Time: 2022.65 ms [2020-12-21 16:02:01 main:581] : INFO : Epoch 2024 | loss: 0.0311258 | val_loss: 0.0311804 | Time: 2016.16 ms [2020-12-21 16:02:03 main:581] : INFO : Epoch 2025 | loss: 0.031125 | val_loss: 0.0311956 | Time: 2015.25 ms [2020-12-21 16:02:05 main:581] : INFO : Epoch 2026 | loss: 0.0311219 | val_loss: 0.0311871 | Time: 2015.88 ms [2020-12-21 16:02:07 main:581] : INFO : Epoch 2027 | loss: 0.031124 | val_loss: 0.031191 | Time: 2019.21 ms [2020-12-21 16:02:09 main:581] : INFO : Epoch 2028 | loss: 0.0311322 | val_loss: 0.0311927 | Time: 2016.42 ms [2020-12-21 16:02:11 main:581] : INFO : Epoch 2029 | loss: 0.0311266 | val_loss: 0.0311844 | Time: 2019.63 ms [2020-12-21 16:02:13 main:581] : INFO : Epoch 2030 | loss: 0.0311253 | val_loss: 0.0311846 | Time: 2012.31 ms [2020-12-21 16:02:15 main:581] : INFO : Epoch 2031 | loss: 0.0311295 | val_loss: 0.0311863 | Time: 2017.15 ms [2020-12-21 16:02:17 main:581] : INFO : Epoch 2032 | loss: 0.0311249 | val_loss: 0.0311819 | Time: 2024.46 ms [2020-12-21 16:02:19 main:581] : INFO : Epoch 2033 | loss: 0.0311261 | val_loss: 0.0311875 | Time: 2011.27 ms [2020-12-21 16:02:22 main:581] : INFO : Epoch 2034 | loss: 0.0311236 | val_loss: 0.0311772 | Time: 2018.66 ms [2020-12-21 16:02:24 main:581] : INFO : Epoch 2035 | loss: 0.0311239 | val_loss: 0.0311848 | Time: 2012.52 ms [2020-12-21 16:02:26 main:581] : INFO : Epoch 2036 | loss: 0.0311243 | val_loss: 0.0311756 | Time: 2018.92 ms [2020-12-21 16:02:28 main:581] : INFO : Epoch 2037 | loss: 0.031126 | val_loss: 0.0311834 | Time: 2021.55 ms [2020-12-21 16:02:30 main:581] : INFO : Epoch 2038 | loss: 0.0311273 | val_loss: 0.0311815 | Time: 2018.48 ms [2020-12-21 16:02:32 main:581] : INFO : Epoch 2039 | loss: 0.0311235 | val_loss: 0.0311898 | Time: 2018.87 ms [2020-12-21 16:02:34 main:581] : INFO : Epoch 2040 | loss: 0.0311257 | val_loss: 0.0311812 | Time: 2026.63 ms [2020-12-21 16:02:36 main:581] : INFO : Epoch 2041 | loss: 0.0311269 | val_loss: 0.0311807 | Time: 2020.02 ms [2020-12-21 16:02:38 main:581] : INFO : Epoch 2042 | loss: 0.0311272 | val_loss: 0.031176 | Time: 2029.65 ms [2020-12-21 16:02:40 main:581] : INFO : Epoch 2043 | loss: 0.0311268 | val_loss: 0.0311764 | Time: 2011.91 ms [2020-12-21 16:02:42 main:581] : INFO : Epoch 2044 | loss: 0.0311254 | val_loss: 0.0311913 | Time: 2017.03 ms [2020-12-21 16:02:44 main:581] : INFO : Epoch 2045 | loss: 0.0311271 | val_loss: 0.0311834 | Time: 2022.03 ms [2020-12-21 16:02:46 main:581] : INFO : Epoch 2046 | loss: 0.0311236 | val_loss: 0.0311805 | Time: 2018.89 ms [2020-12-21 16:02:48 main:581] : INFO : Epoch 2047 | loss: 0.0311255 | val_loss: 0.0311793 | Time: 2018.22 ms [2020-12-21 16:02:50 main:581] : INFO : Epoch 2048 | loss: 0.0311234 | val_loss: 0.0311891 | Time: 2028.78 ms [2020-12-21 16:02:50 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311891 [2020-12-21 16:02:50 main:610] : INFO : Saving end state to config to file [2020-12-21 16:02:50 main:615] : INFO : Success, exiting.. 16:02:50 (1059572): 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)