Task 10831246
| Name | ParityModified-1639952520-3998-2-0_0 |
| Workunit | 8140188 |
| Created | 16 Jan 2022, 22:13:06 UTC |
| Sent | 4 Feb 2022, 10:42:06 UTC |
| Report deadline | 12 Feb 2022, 10:42:06 UTC |
| Received | 4 Feb 2022, 13:41:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16731 |
| Run time | 1 hours 13 min 35 sec |
| CPU time | 1 hours 11 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,455.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 04 04:29:30 main:574] : INFO : Epoch 1542 | loss: 0.0311938 | val_loss: 0.0311974 | Time: 2157.27 ms [2022-02-04 04:29:32 main:574] : INFO : Epoch 1543 | loss: 0.031196 | val_loss: 0.0312073 | Time: 2153.1 ms [2022-02-04 04:29:34 main:574] : INFO : Epoch 1544 | loss: 0.0311925 | val_loss: 0.0311979 | Time: 2144.96 ms [2022-02-04 04:29:36 main:574] : INFO : Epoch 1545 | loss: 0.0311914 | val_loss: 0.0311984 | Time: 2164.6 ms [2022-02-04 04:29:38 main:574] : INFO : Epoch 1546 | loss: 0.0311903 | val_loss: 0.031198 | Time: 2137.87 ms [2022-02-04 04:29:40 main:574] : INFO : Epoch 1547 | loss: 0.0311912 | val_loss: 0.0311981 | Time: 2157.65 ms [2022-02-04 04:29:43 main:574] : INFO : Epoch 1548 | loss: 0.0311927 | val_loss: 0.0312023 | Time: 2165.97 ms [2022-02-04 04:29:45 main:574] : INFO : Epoch 1549 | loss: 0.0311921 | val_loss: 0.0312044 | Time: 2160.13 ms [2022-02-04 04:29:47 main:574] : INFO : Epoch 1550 | loss: 0.0311936 | val_loss: 0.0312043 | Time: 2154.06 ms [2022-02-04 04:29:49 main:574] : INFO : Epoch 1551 | loss: 0.0311935 | val_loss: 0.031198 | Time: 2131.83 ms [2022-02-04 04:29:51 main:574] : INFO : Epoch 1552 | loss: 0.0311924 | val_loss: 0.0312107 | Time: 2165.54 ms [2022-02-04 04:29:54 main:574] : INFO : Epoch 1553 | loss: 0.0311975 | val_loss: 0.0312028 | Time: 2185.59 ms [2022-02-04 04:29:56 main:574] : INFO : Epoch 1554 | loss: 0.0311925 | val_loss: 0.031198 | Time: 2148.27 ms [2022-02-04 04:29:58 main:574] : INFO : Epoch 1555 | loss: 0.0311904 | val_loss: 0.0311989 | Time: 2152.89 ms [2022-02-04 04:30:00 main:574] : INFO : Epoch 1556 | loss: 0.0311897 | val_loss: 0.0311973 | Time: 2170.31 ms [2022-02-04 04:30:02 main:574] : INFO : Epoch 1557 | loss: 0.0311911 | val_loss: 0.0311999 | Time: 2150.57 ms [2022-02-04 04:30:04 main:574] : INFO : Epoch 1558 | loss: 0.0311951 | val_loss: 0.031206 | Time: 2119.63 ms [2022-02-04 04:30:07 main:574] : INFO : Epoch 1559 | loss: 0.0311944 | val_loss: 0.0312066 | Time: 2153.9 ms [2022-02-04 04:30:09 main:574] : INFO : Epoch 1560 | loss: 0.0311938 | val_loss: 0.0312013 | Time: 2145.89 ms [2022-02-04 04:30:11 main:574] : INFO : Epoch 1561 | loss: 0.0311936 | val_loss: 0.0312006 | Time: 2137.59 ms [2022-02-04 04:30:13 main:574] : INFO : Epoch 1562 | loss: 0.031192 | val_loss: 0.0311999 | Time: 2172.35 ms [2022-02-04 04:30:15 main:574] : INFO : Epoch 1563 | loss: 0.0311901 | val_loss: 0.0311969 | Time: 2162.62 ms [2022-02-04 04:30:17 main:574] : INFO : Epoch 1564 | loss: 0.0311908 | val_loss: 0.031201 | Time: 2148.15 ms [2022-02-04 04:30:20 main:574] : INFO : Epoch 1565 | loss: 0.0311888 | val_loss: 0.031197 | Time: 2157.09 ms [2022-02-04 04:30:22 main:574] : INFO : Epoch 1566 | loss: 0.0311907 | val_loss: 0.0312001 | Time: 2138.53 ms [2022-02-04 04:30:24 main:574] : INFO : Epoch 1567 | loss: 0.0311885 | val_loss: 0.0311976 | Time: 2130.07 ms [2022-02-04 04:30:27 main:574] : INFO : Epoch 1568 | loss: 0.0311881 | val_loss: 0.0311982 | Time: 2175.84 ms [2022-02-04 04:30:29 main:574] : INFO : Epoch 1569 | loss: 0.0311895 | val_loss: 0.0311991 | Time: 2147.61 ms [2022-02-04 04:30:32 main:574] : INFO : Epoch 1570 | loss: 0.0311891 | val_loss: 0.0312012 | Time: 2162.47 ms [2022-02-04 04:30:34 main:574] : INFO : Epoch 1571 | loss: 0.0311879 | val_loss: 0.0312001 | Time: 2140.46 ms [2022-02-04 04:30:37 main:574] : INFO : Epoch 1572 | loss: 0.0311885 | val_loss: 0.0311982 | Time: 2145.8 ms [2022-02-04 04:30:39 main:574] : INFO : Epoch 1573 | loss: 0.0311878 | val_loss: 0.0311981 | Time: 2146.5 ms [2022-02-04 04:30:42 main:574] : INFO : Epoch 1574 | loss: 0.0311893 | val_loss: 0.0311991 | Time: 2207.05 ms [2022-02-04 04:30:44 main:574] : INFO : Epoch 1575 | loss: 0.0311881 | val_loss: 0.0311978 | Time: 2140.44 ms [2022-02-04 04:30:46 main:574] : INFO : Epoch 1576 | loss: 0.0311886 | val_loss: 0.0311969 | Time: 2112.04 ms [2022-02-04 04:30:49 main:574] : INFO : Epoch 1577 | loss: 0.0311873 | val_loss: 0.031197 | Time: 2145.84 ms [2022-02-04 04:30:51 main:574] : INFO : Epoch 1578 | loss: 0.0311874 | val_loss: 0.0311999 | Time: 2135.66 ms [2022-02-04 04:30:53 main:574] : INFO : Epoch 1579 | loss: 0.0311872 | val_loss: 0.0311993 | Time: 2134.26 ms [2022-02-04 04:30:55 main:574] : INFO : Epoch 1580 | loss: 0.0311875 | val_loss: 0.0311974 | Time: 2142.98 ms [2022-02-04 04:30:58 main:574] : INFO : Epoch 1581 | loss: 0.0311863 | val_loss: 0.0311979 | Time: 2172.44 ms [2022-02-04 04:31:00 main:574] : INFO : Epoch 1582 | loss: 0.0311862 | val_loss: 0.0311978 | Time: 2157.15 ms [2022-02-04 04:31:02 main:574] : INFO : Epoch 1583 | loss: 0.0311869 | val_loss: 0.0312031 | Time: 2141.93 ms [2022-02-04 04:31:04 main:574] : INFO : Epoch 1584 | loss: 0.0311931 | val_loss: 0.0312038 | Time: 2145.86 ms [2022-02-04 04:31:06 main:574] : INFO : Epoch 1585 | loss: 0.0311891 | val_loss: 0.0311971 | Time: 2163.02 ms [2022-02-04 04:31:08 main:574] : INFO : Epoch 1586 | loss: 0.0311905 | val_loss: 0.0312002 | Time: 2158.23 ms [2022-02-04 04:31:11 main:574] : INFO : Epoch 1587 | loss: 0.0311869 | val_loss: 0.0311987 | Time: 2170.4 ms [2022-02-04 04:31:13 main:574] : INFO : Epoch 1588 | loss: 0.0311866 | val_loss: 0.0312017 | Time: 2177.96 ms [2022-02-04 04:31:15 main:574] : INFO : Epoch 1589 | loss: 0.0311911 | val_loss: 0.0312084 | Time: 2160.05 ms [2022-02-04 04:31:17 main:574] : INFO : Epoch 1590 | loss: 0.0311898 | val_loss: 0.0312001 | Time: 2150.11 ms [2022-02-04 04:31:19 main:574] : INFO : Epoch 1591 | loss: 0.0311895 | val_loss: 0.0312054 | Time: 2164.68 ms [2022-02-04 04:31:22 main:574] : INFO : Epoch 1592 | loss: 0.0311882 | val_loss: 0.0311976 | Time: 2152.17 ms [2022-02-04 04:31:24 main:574] : INFO : Epoch 1593 | loss: 0.0311879 | val_loss: 0.0311992 | Time: 2158.52 ms [2022-02-04 04:31:26 main:574] : INFO : Epoch 1594 | loss: 0.031185 | val_loss: 0.0312001 | Time: 2153.1 ms [2022-02-04 04:31:28 main:574] : INFO : Epoch 1595 | loss: 0.0311859 | val_loss: 0.0311979 | Time: 2148.47 ms [2022-02-04 04:31:30 main:574] : INFO : Epoch 1596 | loss: 0.031186 | val_loss: 0.0312023 | Time: 2178.31 ms [2022-02-04 04:31:32 main:574] : INFO : Epoch 1597 | loss: 0.0311857 | val_loss: 0.0311968 | Time: 2156.47 ms [2022-02-04 04:31:35 main:574] : INFO : Epoch 1598 | loss: 0.0311851 | val_loss: 0.0312027 | Time: 2157.15 ms [2022-02-04 04:31:37 main:574] : INFO : Epoch 1599 | loss: 0.0311887 | val_loss: 0.0312007 | Time: 2169.88 ms [2022-02-04 04:31:39 main:574] : INFO : Epoch 1600 | loss: 0.0311859 | val_loss: 0.0312 | Time: 2140.51 ms [2022-02-04 04:31:41 main:574] : INFO : Epoch 1601 | loss: 0.0311855 | val_loss: 0.0311987 | Time: 2160.34 ms [2022-02-04 04:31:43 main:574] : INFO : Epoch 1602 | loss: 0.0311857 | val_loss: 0.0312003 | Time: 2169.59 ms [2022-02-04 04:31:45 main:574] : INFO : Epoch 1603 | loss: 0.0311869 | val_loss: 0.0311983 | Time: 2153.86 ms [2022-02-04 04:31:48 main:574] : INFO : Epoch 1604 | loss: 0.0311845 | val_loss: 0.0311984 | Time: 2182.73 ms [2022-02-04 04:31:50 main:574] : INFO : Epoch 1605 | loss: 0.0311841 | val_loss: 0.0312002 | Time: 2167.37 ms [2022-02-04 04:31:52 main:574] : INFO : Epoch 1606 | loss: 0.0311838 | val_loss: 0.0311997 | Time: 2171.51 ms [2022-02-04 04:31:54 main:574] : INFO : Epoch 1607 | loss: 0.0311848 | val_loss: 0.0311988 | Time: 2150 ms [2022-02-04 04:31:56 main:574] : INFO : Epoch 1608 | loss: 0.0311837 | val_loss: 0.0311984 | Time: 2161.5 ms [2022-02-04 04:31:59 main:574] : INFO : Epoch 1609 | loss: 0.0311831 | val_loss: 0.0312007 | Time: 2164.63 ms [2022-02-04 04:32:01 main:574] : INFO : Epoch 1610 | loss: 0.0311839 | val_loss: 0.0312002 | Time: 2166.53 ms [2022-02-04 04:32:03 main:574] : INFO : Epoch 1611 | loss: 0.0311844 | val_loss: 0.0312027 | Time: 2130.44 ms [2022-02-04 04:32:05 main:574] : INFO : Epoch 1612 | loss: 0.0311859 | val_loss: 0.031198 | Time: 2154.1 ms [2022-02-04 04:32:07 main:574] : INFO : Epoch 1613 | loss: 0.0311837 | val_loss: 0.0311984 | Time: 2140.17 ms [2022-02-04 04:32:09 main:574] : INFO : Epoch 1614 | loss: 0.0311846 | val_loss: 0.0312003 | Time: 2177.94 ms [2022-02-04 04:32:12 main:574] : INFO : Epoch 1615 | loss: 0.0311824 | val_loss: 0.0311994 | Time: 2140.79 ms [2022-02-04 04:32:14 main:574] : INFO : Epoch 1616 | loss: 0.031183 | val_loss: 0.0311991 | Time: 2154.34 ms [2022-02-04 04:32:16 main:574] : INFO : Epoch 1617 | loss: 0.0311914 | val_loss: 0.0312075 | Time: 2154.23 ms [2022-02-04 04:32:18 main:574] : INFO : Epoch 1618 | loss: 0.0311971 | val_loss: 0.0312062 | Time: 2161.77 ms [2022-02-04 04:32:20 main:574] : INFO : Epoch 1619 | loss: 0.0311852 | val_loss: 0.0311998 | Time: 2143.3 ms [2022-02-04 04:32:22 main:574] : INFO : Epoch 1620 | loss: 0.031183 | val_loss: 0.0311989 | Time: 2172.14 ms [2022-02-04 04:32:25 main:574] : INFO : Epoch 1621 | loss: 0.0311828 | val_loss: 0.0312028 | Time: 2144.39 ms [2022-02-04 04:32:27 main:574] : INFO : Epoch 1622 | loss: 0.0311829 | val_loss: 0.0312056 | Time: 2173.41 ms [2022-02-04 04:32:29 main:574] : INFO : Epoch 1623 | loss: 0.0311829 | val_loss: 0.0312021 | Time: 2122.9 ms [2022-02-04 04:32:31 main:574] : INFO : Epoch 1624 | loss: 0.0311834 | val_loss: 0.0312041 | Time: 2128.35 ms [2022-02-04 04:32:33 main:574] : INFO : Epoch 1625 | loss: 0.031183 | val_loss: 0.0311994 | Time: 2161.12 ms [2022-02-04 04:32:35 main:574] : INFO : Epoch 1626 | loss: 0.0311816 | val_loss: 0.0311991 | Time: 2118.87 ms [2022-02-04 04:32:38 main:574] : INFO : Epoch 1627 | loss: 0.0311823 | val_loss: 0.0311978 | Time: 2149.19 ms [2022-02-04 04:32:40 main:574] : INFO : Epoch 1628 | loss: 0.031182 | val_loss: 0.0312003 | Time: 2143.59 ms [2022-02-04 04:32:42 main:574] : INFO : Epoch 1629 | loss: 0.0311858 | val_loss: 0.0312069 | Time: 2172 ms [2022-02-04 04:32:44 main:574] : INFO : Epoch 1630 | loss: 0.0311822 | val_loss: 0.0311984 | Time: 2157.32 ms [2022-02-04 04:32:46 main:574] : INFO : Epoch 1631 | loss: 0.0311816 | val_loss: 0.031205 | Time: 2159.86 ms [2022-02-04 04:32:48 main:574] : INFO : Epoch 1632 | loss: 0.0311837 | val_loss: 0.0311996 | Time: 2152.92 ms [2022-02-04 04:32:51 main:574] : INFO : Epoch 1633 | loss: 0.031181 | val_loss: 0.0312044 | Time: 2151.32 ms [2022-02-04 04:32:53 main:574] : INFO : Epoch 1634 | loss: 0.0311856 | val_loss: 0.031202 | Time: 2153.01 ms [2022-02-04 04:32:55 main:574] : INFO : Epoch 1635 | loss: 0.0311825 | val_loss: 0.0312007 | Time: 2150.32 ms [2022-02-04 04:32:57 main:574] : INFO : Epoch 1636 | loss: 0.0311815 | val_loss: 0.0312014 | Time: 2148.67 ms [2022-02-04 04:32:59 main:574] : INFO : Epoch 1637 | loss: 0.0311845 | val_loss: 0.0312056 | Time: 2164.36 ms [2022-02-04 04:33:01 main:574] : INFO : Epoch 1638 | loss: 0.0311838 | val_loss: 0.0311994 | Time: 2153.65 ms [2022-02-04 04:33:04 main:574] : INFO : Epoch 1639 | loss: 0.0311801 | val_loss: 0.0312007 | Time: 2141.69 ms [2022-02-04 04:33:06 main:574] : INFO : Epoch 1640 | loss: 0.0311794 | val_loss: 0.0311983 | Time: 2191.24 ms [2022-02-04 04:33:08 main:574] : INFO : Epoch 1641 | loss: 0.0311808 | val_loss: 0.0312005 | Time: 2165.87 ms [2022-02-04 04:33:10 main:574] : INFO : Epoch 1642 | loss: 0.0311845 | val_loss: 0.0311986 | Time: 2154.82 ms [2022-02-04 04:33:12 main:574] : INFO : Epoch 1643 | loss: 0.0311842 | val_loss: 0.0311996 | Time: 2139.74 ms [2022-02-04 04:33:15 main:574] : INFO : Epoch 1644 | loss: 0.0311812 | val_loss: 0.0312001 | Time: 2159.94 ms [2022-02-04 04:33:17 main:574] : INFO : Epoch 1645 | loss: 0.031179 | val_loss: 0.0312006 | Time: 2134.57 ms [2022-02-04 04:33:19 main:574] : INFO : Epoch 1646 | loss: 0.0311798 | val_loss: 0.0311969 | Time: 2183.28 ms [2022-02-04 04:33:21 main:574] : INFO : Epoch 1647 | loss: 0.0311785 | val_loss: 0.0311999 | Time: 2147.92 ms [2022-02-04 04:33:23 main:574] : INFO : Epoch 1648 | loss: 0.0311789 | val_loss: 0.0312 | Time: 2155.17 ms [2022-02-04 04:33:25 main:574] : INFO : Epoch 1649 | loss: 0.0311799 | val_loss: 0.0312001 | Time: 2138.42 ms [2022-02-04 04:33:28 main:574] : INFO : Epoch 1650 | loss: 0.0311798 | val_loss: 0.0312031 | Time: 2159.8 ms [2022-02-04 04:33:30 main:574] : INFO : Epoch 1651 | loss: 0.0311782 | val_loss: 0.0311991 | Time: 2173.02 ms [2022-02-04 04:33:32 main:574] : INFO : Epoch 1652 | loss: 0.0311781 | val_loss: 0.0312008 | Time: 2151.77 ms [2022-02-04 04:33:34 main:574] : INFO : Epoch 1653 | loss: 0.0311791 | val_loss: 0.0312025 | Time: 2141.45 ms [2022-02-04 04:33:36 main:574] : INFO : Epoch 1654 | loss: 0.0311782 | val_loss: 0.0312008 | Time: 2144.12 ms [2022-02-04 04:33:39 main:574] : INFO : Epoch 1655 | loss: 0.0311811 | val_loss: 0.0311979 | Time: 2169.67 ms [2022-02-04 04:33:41 main:574] : INFO : Epoch 1656 | loss: 0.0311799 | val_loss: 0.0312044 | Time: 2192.14 ms [2022-02-04 04:33:43 main:574] : INFO : Epoch 1657 | loss: 0.0311797 | val_loss: 0.031201 | Time: 2157.7 ms [2022-02-04 04:33:45 main:574] : INFO : Epoch 1658 | loss: 0.0311783 | val_loss: 0.031203 | Time: 2151.36 ms [2022-02-04 04:33:47 main:574] : INFO : Epoch 1659 | loss: 0.031178 | val_loss: 0.0312062 | Time: 2166.62 ms [2022-02-04 04:33:49 main:574] : INFO : Epoch 1660 | loss: 0.0311792 | val_loss: 0.0312001 | Time: 2159.79 ms [2022-02-04 04:33:52 main:574] : INFO : Epoch 1661 | loss: 0.0311784 | val_loss: 0.0312048 | Time: 2140.93 ms [2022-02-04 04:33:54 main:574] : INFO : Epoch 1662 | loss: 0.031177 | val_loss: 0.0312013 | Time: 2161.03 ms [2022-02-04 04:33:56 main:574] : INFO : Epoch 1663 | loss: 0.0311791 | val_loss: 0.0312065 | Time: 2150.19 ms [2022-02-04 04:33:58 main:574] : INFO : Epoch 1664 | loss: 0.0311811 | val_loss: 0.0312018 | Time: 2156.65 ms [2022-02-04 04:34:00 main:574] : INFO : Epoch 1665 | loss: 0.0311783 | val_loss: 0.0312052 | Time: 2136.38 ms [2022-02-04 04:34:02 main:574] : INFO : Epoch 1666 | loss: 0.0311796 | val_loss: 0.0312 | Time: 2168.68 ms [2022-02-04 04:34:05 main:574] : INFO : Epoch 1667 | loss: 0.0311814 | val_loss: 0.0312032 | Time: 2116.7 ms [2022-02-04 04:34:07 main:574] : INFO : Epoch 1668 | loss: 0.0311777 | val_loss: 0.0312028 | Time: 2146.18 ms [2022-02-04 04:34:09 main:574] : INFO : Epoch 1669 | loss: 0.0311771 | val_loss: 0.0312 | Time: 2135.57 ms [2022-02-04 04:34:11 main:574] : INFO : Epoch 1670 | loss: 0.0311768 | val_loss: 0.0312043 | Time: 2137.44 ms [2022-02-04 04:34:13 main:574] : INFO : Epoch 1671 | loss: 0.0311771 | val_loss: 0.031205 | Time: 2154.73 ms [2022-02-04 04:34:15 main:574] : INFO : Epoch 1672 | loss: 0.0311813 | val_loss: 0.0311988 | Time: 2172.02 ms [2022-02-04 04:34:18 main:574] : INFO : Epoch 1673 | loss: 0.0311863 | val_loss: 0.0312226 | Time: 2168.97 ms [2022-02-04 04:34:20 main:574] : INFO : Epoch 1674 | loss: 0.0311835 | val_loss: 0.0312028 | Time: 2154.56 ms [2022-02-04 04:34:22 main:574] : INFO : Epoch 1675 | loss: 0.0311771 | val_loss: 0.0312008 | Time: 2148.8 ms [2022-02-04 04:34:24 main:574] : INFO : Epoch 1676 | loss: 0.0311762 | val_loss: 0.0312027 | Time: 2199.41 ms [2022-02-04 04:34:26 main:574] : INFO : Epoch 1677 | loss: 0.0311766 | val_loss: 0.031201 | Time: 2152.41 ms [2022-02-04 04:34:28 main:574] : INFO : Epoch 1678 | loss: 0.0311745 | val_loss: 0.0312034 | Time: 2161.36 ms [2022-02-04 04:34:31 main:574] : INFO : Epoch 1679 | loss: 0.0311748 | val_loss: 0.0312049 | Time: 2129.03 ms [2022-02-04 04:34:33 main:574] : INFO : Epoch 1680 | loss: 0.0311749 | val_loss: 0.0312057 | Time: 2135.69 ms [2022-02-04 04:34:35 main:574] : INFO : Epoch 1681 | loss: 0.031182 | val_loss: 0.0312007 | Time: 2130.91 ms [2022-02-04 04:34:37 main:574] : INFO : Epoch 1682 | loss: 0.0311792 | val_loss: 0.0312036 | Time: 2120.72 ms [2022-02-04 04:34:39 main:574] : INFO : Epoch 1683 | loss: 0.0311788 | val_loss: 0.0312005 | Time: 2113.08 ms [2022-02-04 04:34:41 main:574] : INFO : Epoch 1684 | loss: 0.0311766 | val_loss: 0.0312011 | Time: 2128.11 ms [2022-02-04 04:34:44 main:574] : INFO : Epoch 1685 | loss: 0.0311744 | val_loss: 0.0312055 | Time: 2148.83 ms [2022-02-04 04:34:46 main:574] : INFO : Epoch 1686 | loss: 0.0311744 | val_loss: 0.0312049 | Time: 2149.26 ms [2022-02-04 04:34:48 main:574] : INFO : Epoch 1687 | loss: 0.0311771 | val_loss: 0.0312076 | Time: 2163.63 ms [2022-02-04 04:34:50 main:574] : INFO : Epoch 1688 | loss: 0.0311757 | val_loss: 0.0312046 | Time: 2198.67 ms [2022-02-04 04:34:52 main:574] : INFO : Epoch 1689 | loss: 0.0311747 | val_loss: 0.0312043 | Time: 2131.19 ms [2022-02-04 04:34:54 main:574] : INFO : Epoch 1690 | loss: 0.0311747 | val_loss: 0.0312073 | Time: 2151.17 ms [2022-02-04 04:34:57 main:574] : INFO : Epoch 1691 | loss: 0.0311743 | val_loss: 0.0312128 | Time: 2155.77 ms [2022-02-04 04:34:59 main:574] : INFO : Epoch 1692 | loss: 0.0311789 | val_loss: 0.0312066 | Time: 2135.88 ms [2022-02-04 04:35:01 main:574] : INFO : Epoch 1693 | loss: 0.0311737 | val_loss: 0.0312028 | Time: 2155.41 ms [2022-02-04 04:35:03 main:574] : INFO : Epoch 1694 | loss: 0.0311736 | val_loss: 0.0312013 | Time: 2171.91 ms [2022-02-04 04:35:05 main:574] : INFO : Epoch 1695 | loss: 0.0311742 | val_loss: 0.031203 | Time: 2162.2 ms [2022-02-04 04:35:07 main:574] : INFO : Epoch 1696 | loss: 0.0311732 | val_loss: 0.0312015 | Time: 2149.74 ms [2022-02-04 04:35:10 main:574] : INFO : Epoch 1697 | loss: 0.0311724 | val_loss: 0.0312045 | Time: 2162.13 ms [2022-02-04 04:35:12 main:574] : INFO : Epoch 1698 | loss: 0.0311725 | val_loss: 0.0312034 | Time: 2144.73 ms [2022-02-04 04:35:14 main:574] : INFO : Epoch 1699 | loss: 0.0311725 | val_loss: 0.0312082 | Time: 2156.55 ms [2022-02-04 04:35:16 main:574] : INFO : Epoch 1700 | loss: 0.0311737 | val_loss: 0.031206 | Time: 2139.31 ms [2022-02-04 04:35:18 main:574] : INFO : Epoch 1701 | loss: 0.0311724 | val_loss: 0.0312026 | Time: 2163.08 ms [2022-02-04 04:35:20 main:574] : INFO : Epoch 1702 | loss: 0.0311725 | val_loss: 0.0312024 | Time: 2144.46 ms [2022-02-04 04:35:23 main:574] : INFO : Epoch 1703 | loss: 0.0311731 | val_loss: 0.031208 | Time: 2147.34 ms [2022-02-04 04:35:25 main:574] : INFO : Epoch 1704 | loss: 0.0311718 | val_loss: 0.0312031 | Time: 2134.98 ms [2022-02-04 04:35:27 main:574] : INFO : Epoch 1705 | loss: 0.0311788 | val_loss: 0.0312007 | Time: 2158.42 ms [2022-02-04 04:35:29 main:574] : INFO : Epoch 1706 | loss: 0.0311742 | val_loss: 0.0312037 | Time: 2167.08 ms [2022-02-04 04:35:31 main:574] : INFO : Epoch 1707 | loss: 0.0311721 | val_loss: 0.031209 | Time: 2131.93 ms [2022-02-04 04:35:33 main:574] : INFO : Epoch 1708 | loss: 0.0311737 | val_loss: 0.0312061 | Time: 2148.05 ms [2022-02-04 04:35:36 main:574] : INFO : Epoch 1709 | loss: 0.0311734 | val_loss: 0.0312092 | Time: 2139.2 ms [2022-02-04 04:35:38 main:574] : INFO : Epoch 1710 | loss: 0.0311731 | val_loss: 0.0312017 | Time: 2156.03 ms [2022-02-04 04:35:40 main:574] : INFO : Epoch 1711 | loss: 0.0311729 | val_loss: 0.0312032 | Time: 2137.81 ms [2022-02-04 04:35:42 main:574] : INFO : Epoch 1712 | loss: 0.0311733 | val_loss: 0.031208 | Time: 2150.48 ms [2022-02-04 04:35:44 main:574] : INFO : Epoch 1713 | loss: 0.0311722 | val_loss: 0.0312036 | Time: 2166.05 ms [2022-02-04 04:35:46 main:574] : INFO : Epoch 1714 | loss: 0.0311746 | val_loss: 0.0312015 | Time: 2157.88 ms [2022-02-04 04:35:49 main:574] : INFO : Epoch 1715 | loss: 0.0311751 | val_loss: 0.0312041 | Time: 2148.24 ms [2022-02-04 04:35:51 main:574] : INFO : Epoch 1716 | loss: 0.0311716 | val_loss: 0.0312061 | Time: 2151.86 ms [2022-02-04 04:35:53 main:574] : INFO : Epoch 1717 | loss: 0.0311717 | val_loss: 0.0312077 | Time: 2153.55 ms [2022-02-04 04:35:55 main:574] : INFO : Epoch 1718 | loss: 0.0311723 | val_loss: 0.0312044 | Time: 2152.21 ms [2022-02-04 04:35:57 main:574] : INFO : Epoch 1719 | loss: 0.0311745 | val_loss: 0.031202 | Time: 2150.67 ms [2022-02-04 04:35:59 main:574] : INFO : Epoch 1720 | loss: 0.0311736 | val_loss: 0.0312065 | Time: 2177.87 ms [2022-02-04 04:36:02 main:574] : INFO : Epoch 1721 | loss: 0.0311715 | val_loss: 0.0312017 | Time: 2142.41 ms [2022-02-04 04:36:04 main:574] : INFO : Epoch 1722 | loss: 0.0311755 | val_loss: 0.0312026 | Time: 2149.28 ms [2022-02-04 04:36:06 main:574] : INFO : Epoch 1723 | loss: 0.0311762 | val_loss: 0.031202 | Time: 2151.82 ms [2022-02-04 04:36:08 main:574] : INFO : Epoch 1724 | loss: 0.0311756 | val_loss: 0.0312073 | Time: 2140.45 ms [2022-02-04 04:36:10 main:574] : INFO : Epoch 1725 | loss: 0.0311736 | val_loss: 0.0312011 | Time: 2139.88 ms [2022-02-04 04:36:12 main:574] : INFO : Epoch 1726 | loss: 0.0311762 | val_loss: 0.0311984 | Time: 2142.9 ms [2022-02-04 04:36:15 main:574] : INFO : Epoch 1727 | loss: 0.0311746 | val_loss: 0.0312072 | Time: 2145.79 ms [2022-02-04 04:36:17 main:574] : INFO : Epoch 1728 | loss: 0.0311745 | val_loss: 0.031199 | Time: 2140.29 ms [2022-02-04 04:36:19 main:574] : INFO : Epoch 1729 | loss: 0.0311729 | val_loss: 0.0312085 | Time: 2115.3 ms [2022-02-04 04:36:21 main:574] : INFO : Epoch 1730 | loss: 0.0311742 | val_loss: 0.0312025 | Time: 2145.65 ms [2022-02-04 04:36:23 main:574] : INFO : Epoch 1731 | loss: 0.0311737 | val_loss: 0.0312148 | Time: 2157.38 ms [2022-02-04 04:36:25 main:574] : INFO : Epoch 1732 | loss: 0.0311729 | val_loss: 0.0312039 | Time: 2150.02 ms [2022-02-04 04:36:28 main:574] : INFO : Epoch 1733 | loss: 0.0311692 | val_loss: 0.0312039 | Time: 2138.81 ms [2022-02-04 04:36:30 main:574] : INFO : Epoch 1734 | loss: 0.0311692 | val_loss: 0.0312118 | Time: 2134.78 ms [2022-02-04 04:36:32 main:574] : INFO : Epoch 1735 | loss: 0.0311741 | val_loss: 0.0312122 | Time: 2141.57 ms [2022-02-04 04:36:34 main:574] : INFO : Epoch 1736 | loss: 0.0311715 | val_loss: 0.0312058 | Time: 2172.49 ms [2022-02-04 04:36:36 main:574] : INFO : Epoch 1737 | loss: 0.0311725 | val_loss: 0.0312037 | Time: 2164.01 ms [2022-02-04 04:36:38 main:574] : INFO : Epoch 1738 | loss: 0.0311727 | val_loss: 0.0312046 | Time: 2167.08 ms [2022-02-04 04:36:41 main:574] : INFO : Epoch 1739 | loss: 0.0311714 | val_loss: 0.0312076 | Time: 2138.2 ms [2022-02-04 04:36:43 main:574] : INFO : Epoch 1740 | loss: 0.0311695 | val_loss: 0.03121 | Time: 2162.84 ms [2022-02-04 04:36:45 main:574] : INFO : Epoch 1741 | loss: 0.0311731 | val_loss: 0.0311995 | Time: 2172.75 ms [2022-02-04 04:36:47 main:574] : INFO : Epoch 1742 | loss: 0.0311783 | val_loss: 0.0312131 | Time: 2173.29 ms [2022-02-04 04:36:49 main:574] : INFO : Epoch 1743 | loss: 0.0311827 | val_loss: 0.0312043 | Time: 2155.43 ms [2022-02-04 04:36:51 main:574] : INFO : Epoch 1744 | loss: 0.0311717 | val_loss: 0.0312068 | Time: 2157.22 ms [2022-02-04 04:36:54 main:574] : INFO : Epoch 1745 | loss: 0.0311689 | val_loss: 0.0312044 | Time: 2137.58 ms [2022-02-04 04:36:56 main:574] : INFO : Epoch 1746 | loss: 0.0311682 | val_loss: 0.0312035 | Time: 2168.57 ms [2022-02-04 04:36:58 main:574] : INFO : Epoch 1747 | loss: 0.0311721 | val_loss: 0.0312047 | Time: 2178.13 ms [2022-02-04 04:37:00 main:574] : INFO : Epoch 1748 | loss: 0.0311712 | val_loss: 0.0311995 | Time: 2157.2 ms [2022-02-04 04:37:02 main:574] : INFO : Epoch 1749 | loss: 0.0311685 | val_loss: 0.0312059 | Time: 2150.73 ms [2022-02-04 04:37:04 main:574] : INFO : Epoch 1750 | loss: 0.031169 | val_loss: 0.0312042 | Time: 2142.54 ms [2022-02-04 04:37:07 main:574] : INFO : Epoch 1751 | loss: 0.0311665 | val_loss: 0.0312108 | Time: 2167.34 ms [2022-02-04 04:37:09 main:574] : INFO : Epoch 1752 | loss: 0.0311675 | val_loss: 0.031208 | Time: 2159.54 ms [2022-02-04 04:37:11 main:574] : INFO : Epoch 1753 | loss: 0.031179 | val_loss: 0.0311969 | Time: 2147.92 ms [2022-02-04 04:37:13 main:574] : INFO : Epoch 1754 | loss: 0.0311754 | val_loss: 0.0312069 | Time: 2147.52 ms [2022-02-04 04:37:15 main:574] : INFO : Epoch 1755 | loss: 0.0311712 | val_loss: 0.0312039 | Time: 2153.89 ms [2022-02-04 04:37:18 main:574] : INFO : Epoch 1756 | loss: 0.0311701 | val_loss: 0.0312032 | Time: 2164.89 ms [2022-02-04 04:37:20 main:574] : INFO : Epoch 1757 | loss: 0.031168 | val_loss: 0.0312045 | Time: 2139.45 ms [2022-02-04 04:37:22 main:574] : INFO : Epoch 1758 | loss: 0.0311673 | val_loss: 0.0312038 | Time: 2137.62 ms [2022-02-04 04:37:24 main:574] : INFO : Epoch 1759 | loss: 0.031168 | val_loss: 0.0312082 | Time: 2155.85 ms [2022-02-04 04:37:26 main:574] : INFO : Epoch 1760 | loss: 0.0311683 | val_loss: 0.0312044 | Time: 2140.14 ms [2022-02-04 04:37:28 main:574] : INFO : Epoch 1761 | loss: 0.03117 | val_loss: 0.0312019 | Time: 2165.71 ms [2022-02-04 04:37:31 main:574] : INFO : Epoch 1762 | loss: 0.0311706 | val_loss: 0.0312052 | Time: 2174.35 ms [2022-02-04 04:37:33 main:574] : INFO : Epoch 1763 | loss: 0.0311758 | val_loss: 0.0311977 | Time: 2181.21 ms [2022-02-04 04:37:35 main:574] : INFO : Epoch 1764 | loss: 0.031178 | val_loss: 0.0312039 | Time: 2176.59 ms [2022-02-04 04:37:37 main:574] : INFO : Epoch 1765 | loss: 0.0311777 | val_loss: 0.0312024 | Time: 2158.21 ms [2022-02-04 04:37:39 main:574] : INFO : Epoch 1766 | loss: 0.0311734 | val_loss: 0.0312065 | Time: 2154.9 ms [2022-02-04 04:37:41 main:574] : INFO : Epoch 1767 | loss: 0.0311751 | val_loss: 0.0312022 | Time: 2158.48 ms [2022-02-04 04:37:44 main:574] : INFO : Epoch 1768 | loss: 0.0311767 | val_loss: 0.0312004 | Time: 2157.33 ms [2022-02-04 04:37:46 main:574] : INFO : Epoch 1769 | loss: 0.0311883 | val_loss: 0.0312057 | Time: 2165.63 ms [2022-02-04 04:37:48 main:574] : INFO : Epoch 1770 | loss: 0.0311848 | val_loss: 0.031198 | Time: 2159.64 ms [2022-02-04 04:37:50 main:574] : INFO : Epoch 1771 | loss: 0.0311852 | val_loss: 0.031198 | Time: 2150.77 ms [2022-02-04 04:37:52 main:574] : INFO : Epoch 1772 | loss: 0.0311853 | val_loss: 0.0311998 | Time: 2162.64 ms [2022-02-04 04:37:55 main:574] : INFO : Epoch 1773 | loss: 0.0311827 | val_loss: 0.031195 | Time: 2172.89 ms [2022-02-04 04:37:57 main:574] : INFO : Epoch 1774 | loss: 0.0311799 | val_loss: 0.0311926 | Time: 2149.11 ms [2022-02-04 04:37:59 main:574] : INFO : Epoch 1775 | loss: 0.031178 | val_loss: 0.0312011 | Time: 2147.86 ms [2022-02-04 04:38:01 main:574] : INFO : Epoch 1776 | loss: 0.0311787 | val_loss: 0.0311971 | Time: 2198.02 ms [2022-02-04 04:38:03 main:574] : INFO : Epoch 1777 | loss: 0.0311792 | val_loss: 0.0311983 | Time: 2177.95 ms [2022-02-04 04:38:05 main:574] : INFO : Epoch 1778 | loss: 0.0311752 | val_loss: 0.0311953 | Time: 2155.64 ms [2022-02-04 04:38:08 main:574] : INFO : Epoch 1779 | loss: 0.0311746 | val_loss: 0.0311973 | Time: 2169.89 ms [2022-02-04 04:38:10 main:574] : INFO : Epoch 1780 | loss: 0.0311734 | val_loss: 0.0311989 | Time: 2183.96 ms [2022-02-04 04:38:12 main:574] : INFO : Epoch 1781 | loss: 0.0311734 | val_loss: 0.0311975 | Time: 2152.83 ms [2022-02-04 04:38:14 main:574] : INFO : Epoch 1782 | loss: 0.0311742 | val_loss: 0.0311971 | Time: 2153.05 ms [2022-02-04 04:38:16 main:574] : INFO : Epoch 1783 | loss: 0.0311757 | val_loss: 0.0311945 | Time: 2157.74 ms [2022-02-04 04:38:19 main:574] : INFO : Epoch 1784 | loss: 0.0311744 | val_loss: 0.0311992 | Time: 2142.32 ms [2022-02-04 04:38:21 main:574] : INFO : Epoch 1785 | loss: 0.0311779 | val_loss: 0.0311976 | Time: 2156.39 ms [2022-02-04 04:38:23 main:574] : INFO : Epoch 1786 | loss: 0.031174 | val_loss: 0.0311979 | Time: 2147.48 ms [2022-02-04 04:38:25 main:574] : INFO : Epoch 1787 | loss: 0.0311722 | val_loss: 0.0311994 | Time: 2165.65 ms [2022-02-04 04:38:27 main:574] : INFO : Epoch 1788 | loss: 0.0311754 | val_loss: 0.0311983 | Time: 2158.27 ms [2022-02-04 04:38:29 main:574] : INFO : Epoch 1789 | loss: 0.0311713 | val_loss: 0.031199 | Time: 2153.04 ms [2022-02-04 04:38:32 main:574] : INFO : Epoch 1790 | loss: 0.0311704 | val_loss: 0.0311964 | Time: 2177.17 ms [2022-02-04 04:38:34 main:574] : INFO : Epoch 1791 | loss: 0.031172 | val_loss: 0.0311976 | Time: 2137.35 ms [2022-02-04 04:38:36 main:574] : INFO : Epoch 1792 | loss: 0.031171 | val_loss: 0.0311969 | Time: 2163.25 ms [2022-02-04 04:38:38 main:574] : INFO : Epoch 1793 | loss: 0.0311725 | val_loss: 0.0312113 | Time: 2192.4 ms [2022-02-04 04:38:40 main:574] : INFO : Epoch 1794 | loss: 0.0311727 | val_loss: 0.0311978 | Time: 2139.29 ms [2022-02-04 04:38:42 main:574] : INFO : Epoch 1795 | loss: 0.0311703 | val_loss: 0.0312018 | Time: 2148.09 ms [2022-02-04 04:38:45 main:574] : INFO : Epoch 1796 | loss: 0.0311747 | val_loss: 0.0311951 | Time: 2144.22 ms [2022-02-04 04:38:47 main:574] : INFO : Epoch 1797 | loss: 0.0311767 | val_loss: 0.031196 | Time: 2158.45 ms [2022-02-04 04:38:49 main:574] : INFO : Epoch 1798 | loss: 0.0311747 | val_loss: 0.0312017 | Time: 2154.14 ms [2022-02-04 04:38:51 main:574] : INFO : Epoch 1799 | loss: 0.0311759 | val_loss: 0.0311977 | Time: 2179.65 ms [2022-02-04 04:38:53 main:574] : INFO : Epoch 1800 | loss: 0.0311753 | val_loss: 0.0312006 | Time: 2192.67 ms [2022-02-04 04:38:55 main:574] : INFO : Epoch 1801 | loss: 0.031178 | val_loss: 0.0311921 | Time: 2163.79 ms [2022-02-04 04:38:58 main:574] : INFO : Epoch 1802 | loss: 0.0311767 | val_loss: 0.0311933 | Time: 2172.31 ms [2022-02-04 04:39:00 main:574] : INFO : Epoch 1803 | loss: 0.0311733 | val_loss: 0.0311975 | Time: 2166.14 ms [2022-02-04 04:39:02 main:574] : INFO : Epoch 1804 | loss: 0.0311743 | val_loss: 0.0311939 | Time: 2138.86 ms [2022-02-04 04:39:04 main:574] : INFO : Epoch 1805 | loss: 0.0311761 | val_loss: 0.0311933 | Time: 2168.8 ms [2022-02-04 04:39:06 main:574] : INFO : Epoch 1806 | loss: 0.0311715 | val_loss: 0.0311969 | Time: 2160.27 ms [2022-02-04 04:39:09 main:574] : INFO : Epoch 1807 | loss: 0.0311701 | val_loss: 0.0311947 | Time: 2146.59 ms [2022-02-04 04:39:11 main:574] : INFO : Epoch 1808 | loss: 0.0311689 | val_loss: 0.0311957 | Time: 2162.63 ms [2022-02-04 04:39:13 main:574] : INFO : Epoch 1809 | loss: 0.0311728 | val_loss: 0.0311981 | Time: 2176.96 ms [2022-02-04 04:39:15 main:574] : INFO : Epoch 1810 | loss: 0.0311687 | val_loss: 0.0312023 | Time: 2144.75 ms [2022-02-04 04:39:17 main:574] : INFO : Epoch 1811 | loss: 0.0311668 | val_loss: 0.0312019 | Time: 2163.83 ms [2022-02-04 04:39:19 main:574] : INFO : Epoch 1812 | loss: 0.0311658 | val_loss: 0.0311975 | Time: 2156.78 ms [2022-02-04 04:39:22 main:574] : INFO : Epoch 1813 | loss: 0.0311721 | val_loss: 0.0311982 | Time: 2119.77 ms [2022-02-04 04:39:24 main:574] : INFO : Epoch 1814 | loss: 0.0311719 | val_loss: 0.0311992 | Time: 2158.31 ms [2022-02-04 04:39:26 main:574] : INFO : Epoch 1815 | loss: 0.031174 | val_loss: 0.0312022 | Time: 2129.52 ms [2022-02-04 04:39:28 main:574] : INFO : Epoch 1816 | loss: 0.0311709 | val_loss: 0.0311997 | Time: 2141.3 ms [2022-02-04 04:39:30 main:574] : INFO : Epoch 1817 | loss: 0.0311725 | val_loss: 0.0311952 | Time: 2123.63 ms [2022-02-04 04:39:32 main:574] : INFO : Epoch 1818 | loss: 0.0311687 | val_loss: 0.0312001 | Time: 2157.36 ms [2022-02-04 04:39:35 main:574] : INFO : Epoch 1819 | loss: 0.0311695 | val_loss: 0.0312038 | Time: 2141.74 ms [2022-02-04 04:39:37 main:574] : INFO : Epoch 1820 | loss: 0.0311679 | val_loss: 0.0311983 | Time: 2139.55 ms [2022-02-04 04:39:39 main:574] : INFO : Epoch 1821 | loss: 0.0311668 | val_loss: 0.0312018 | Time: 2137.88 ms [2022-02-04 04:39:41 main:574] : INFO : Epoch 1822 | loss: 0.0311673 | val_loss: 0.0311966 | Time: 2157.31 ms [2022-02-04 04:39:43 main:574] : INFO : Epoch 1823 | loss: 0.0311659 | val_loss: 0.0311991 | Time: 2138.12 ms [2022-02-04 04:39:45 main:574] : INFO : Epoch 1824 | loss: 0.0311695 | val_loss: 0.0311991 | Time: 2143.87 ms [2022-02-04 04:39:47 main:574] : INFO : Epoch 1825 | loss: 0.0311677 | val_loss: 0.0311981 | Time: 2140.31 ms [2022-02-04 04:39:50 main:574] : INFO : Epoch 1826 | loss: 0.031165 | val_loss: 0.0312014 | Time: 2128.01 ms [2022-02-04 04:39:52 main:574] : INFO : Epoch 1827 | loss: 0.0311645 | val_loss: 0.0311974 | Time: 2128.09 ms [2022-02-04 04:39:54 main:574] : INFO : Epoch 1828 | loss: 0.0311668 | val_loss: 0.0312048 | Time: 2133.3 ms [2022-02-04 04:39:56 main:574] : INFO : Epoch 1829 | loss: 0.0311673 | val_loss: 0.0312026 | Time: 2158.66 ms [2022-02-04 04:39:58 main:574] : INFO : Epoch 1830 | loss: 0.0311669 | val_loss: 0.0312045 | Time: 2139.72 ms [2022-02-04 04:40:00 main:574] : INFO : Epoch 1831 | loss: 0.031171 | val_loss: 0.0312046 | Time: 2148.95 ms [2022-02-04 04:40:03 main:574] : INFO : Epoch 1832 | loss: 0.0311693 | val_loss: 0.0312013 | Time: 2133.8 ms [2022-02-04 04:40:05 main:574] : INFO : Epoch 1833 | loss: 0.0311665 | val_loss: 0.0312031 | Time: 2120.55 ms [2022-02-04 04:40:07 main:574] : INFO : Epoch 1834 | loss: 0.0311646 | val_loss: 0.0312043 | Time: 2129.02 ms [2022-02-04 04:40:09 main:574] : INFO : Epoch 1835 | loss: 0.0311655 | val_loss: 0.0312021 | Time: 2136.52 ms [2022-02-04 04:40:11 main:574] : INFO : Epoch 1836 | loss: 0.0311773 | val_loss: 0.0311902 | Time: 2146.96 ms [2022-02-04 04:40:13 main:574] : INFO : Epoch 1837 | loss: 0.0311748 | val_loss: 0.0311944 | Time: 2101.95 ms [2022-02-04 04:40:15 main:574] : INFO : Epoch 1838 | loss: 0.0311733 | val_loss: 0.0311962 | Time: 2135.38 ms [2022-02-04 04:40:18 main:574] : INFO : Epoch 1839 | loss: 0.0311687 | val_loss: 0.0312023 | Time: 2172.22 ms [2022-02-04 04:40:20 main:574] : INFO : Epoch 1840 | loss: 0.031166 | val_loss: 0.0311958 | Time: 2099.94 ms [2022-02-04 04:40:22 main:574] : INFO : Epoch 1841 | loss: 0.0311645 | val_loss: 0.0312019 | Time: 2094.57 ms [2022-02-04 04:40:24 main:574] : INFO : Epoch 1842 | loss: 0.0311697 | val_loss: 0.0311998 | Time: 2086.36 ms [2022-02-04 04:40:26 main:574] : INFO : Epoch 1843 | loss: 0.0311781 | val_loss: 0.0311902 | Time: 2113.28 ms [2022-02-04 04:40:28 main:574] : INFO : Epoch 1844 | loss: 0.0311732 | val_loss: 0.0311925 | Time: 2132.63 ms [2022-02-04 04:40:30 main:574] : INFO : Epoch 1845 | loss: 0.0311709 | val_loss: 0.0311998 | Time: 2121.99 ms [2022-02-04 04:40:33 main:574] : INFO : Epoch 1846 | loss: 0.03117 | val_loss: 0.0312036 | Time: 2142.84 ms [2022-02-04 04:40:35 main:574] : INFO : Epoch 1847 | loss: 0.0311665 | val_loss: 0.0311971 | Time: 2098.97 ms [2022-02-04 04:40:37 main:574] : INFO : Epoch 1848 | loss: 0.0311667 | val_loss: 0.031192 | Time: 2115.1 ms [2022-02-04 04:40:39 main:574] : INFO : Epoch 1849 | loss: 0.0311657 | val_loss: 0.0312012 | Time: 2102.19 ms [2022-02-04 04:40:41 main:574] : INFO : Epoch 1850 | loss: 0.031163 | val_loss: 0.0311982 | Time: 2124.68 ms [2022-02-04 04:40:43 main:574] : INFO : Epoch 1851 | loss: 0.0311655 | val_loss: 0.0311964 | Time: 2138.42 ms [2022-02-04 04:40:45 main:574] : INFO : Epoch 1852 | loss: 0.0311631 | val_loss: 0.0312063 | Time: 2093.7 ms [2022-02-04 04:40:47 main:574] : INFO : Epoch 1853 | loss: 0.0311694 | val_loss: 0.0311913 | Time: 2078.28 ms [2022-02-04 04:40:50 main:574] : INFO : Epoch 1854 | loss: 0.031169 | val_loss: 0.0311946 | Time: 2077.1 ms [2022-02-04 04:40:52 main:574] : INFO : Epoch 1855 | loss: 0.0311703 | val_loss: 0.0312047 | Time: 2111.86 ms [2022-02-04 04:40:54 main:574] : INFO : Epoch 1856 | loss: 0.0311666 | val_loss: 0.0311989 | Time: 2084.24 ms [2022-02-04 04:40:56 main:574] : INFO : Epoch 1857 | loss: 0.0311642 | val_loss: 0.0312042 | Time: 2071.96 ms [2022-02-04 04:40:58 main:574] : INFO : Epoch 1858 | loss: 0.0311655 | val_loss: 0.0312 | Time: 2109.3 ms [2022-02-04 04:41:00 main:574] : INFO : Epoch 1859 | loss: 0.0311642 | val_loss: 0.0312036 | Time: 2114.98 ms [2022-02-04 04:41:02 main:574] : INFO : Epoch 1860 | loss: 0.0311622 | val_loss: 0.0312033 | Time: 2081.55 ms [2022-02-04 04:41:04 main:574] : INFO : Epoch 1861 | loss: 0.0311688 | val_loss: 0.031227 | Time: 2105.03 ms [2022-02-04 04:41:06 main:574] : INFO : Epoch 1862 | loss: 0.0316184 | val_loss: 0.0325396 | Time: 2103.5 ms [2022-02-04 04:41:09 main:574] : INFO : Epoch 1863 | loss: 0.032437 | val_loss: 0.0313925 | Time: 2100.8 ms [2022-02-04 04:41:11 main:574] : INFO : Epoch 1864 | loss: 0.0313306 | val_loss: 0.0312485 | Time: 2091.39 ms [2022-02-04 04:41:13 main:574] : INFO : Epoch 1865 | loss: 0.0312157 | val_loss: 0.0312019 | Time: 2083.57 ms [2022-02-04 04:41:15 main:574] : INFO : Epoch 1866 | loss: 0.0311952 | val_loss: 0.0311935 | Time: 2105.34 ms [2022-02-04 04:41:17 main:574] : INFO : Epoch 1867 | loss: 0.0311864 | val_loss: 0.0311899 | Time: 2110.96 ms [2022-02-04 04:41:29 main:574] : INFO : Epoch 1868 | loss: 0.0311837 | val_loss: 0.0311848 | Time: 12214.4 ms [2022-02-04 04:41:31 main:574] : INFO : Epoch 1869 | loss: 0.0311819 | val_loss: 0.0311841 | Time: 2110.52 ms [2022-02-04 04:41:34 main:574] : INFO : Epoch 1870 | loss: 0.0311778 | val_loss: 0.0311853 | Time: 2072.12 ms [2022-02-04 04:41:36 main:574] : INFO : Epoch 1871 | loss: 0.0311765 | val_loss: 0.0311849 | Time: 2105.65 ms [2022-02-04 04:41:38 main:574] : INFO : Epoch 1872 | loss: 0.031175 | val_loss: 0.031189 | Time: 2077.16 ms [2022-02-04 04:41:40 main:574] : INFO : Epoch 1873 | loss: 0.0311748 | val_loss: 0.0311864 | Time: 2098.93 ms [2022-02-04 04:41:42 main:574] : INFO : Epoch 1874 | loss: 0.0311722 | val_loss: 0.0311884 | Time: 2117.52 ms [2022-02-04 04:41:44 main:574] : INFO : Epoch 1875 | loss: 0.0311736 | val_loss: 0.031189 | Time: 2081.84 ms [2022-02-04 04:41:46 main:574] : INFO : Epoch 1876 | loss: 0.0311729 | val_loss: 0.0311878 | Time: 2102.98 ms [2022-02-04 04:41:48 main:574] : INFO : Epoch 1877 | loss: 0.0311723 | val_loss: 0.0311867 | Time: 2092.47 ms [2022-02-04 04:41:50 main:574] : INFO : Epoch 1878 | loss: 0.0311717 | val_loss: 0.0311886 | Time: 2079.85 ms [2022-02-04 04:41:53 main:574] : INFO : Epoch 1879 | loss: 0.0311712 | val_loss: 0.0311989 | Time: 2085.99 ms [2022-02-04 04:41:55 main:574] : INFO : Epoch 1880 | loss: 0.0311704 | val_loss: 0.0311918 | Time: 2084.64 ms [2022-02-04 04:41:57 main:574] : INFO : Epoch 1881 | loss: 0.0311661 | val_loss: 0.031191 | Time: 2103.12 ms [2022-02-04 04:42:09 main:574] : INFO : Epoch 1882 | loss: 0.0311666 | val_loss: 0.0311884 | Time: 12132.7 ms [2022-02-04 04:42:11 main:574] : INFO : Epoch 1883 | loss: 0.0311654 | val_loss: 0.0311925 | Time: 2119.57 ms [2022-02-04 04:42:13 main:574] : INFO : Epoch 1884 | loss: 0.0311648 | val_loss: 0.03119 | Time: 2103.72 ms [2022-02-04 04:42:15 main:574] : INFO : Epoch 1885 | loss: 0.0311657 | val_loss: 0.0311923 | Time: 2072.79 ms [2022-02-04 04:42:17 main:574] : INFO : Epoch 1886 | loss: 0.031165 | val_loss: 0.0311937 | Time: 2077.2 ms [2022-02-04 04:42:19 main:574] : INFO : Epoch 1887 | loss: 0.031167 | val_loss: 0.0311912 | Time: 2080.92 ms [2022-02-04 04:42:22 main:574] : INFO : Epoch 1888 | loss: 0.0311657 | val_loss: 0.0311937 | Time: 2075.44 ms [2022-02-04 04:42:24 main:574] : INFO : Epoch 1889 | loss: 0.0311667 | val_loss: 0.0311951 | Time: 2090.17 ms [2022-02-04 04:42:26 main:574] : INFO : Epoch 1890 | loss: 0.0311661 | val_loss: 0.0311888 | Time: 2107.26 ms [2022-02-04 04:42:28 main:574] : INFO : Epoch 1891 | loss: 0.0311668 | val_loss: 0.03119 | Time: 2114.34 ms [2022-02-04 04:42:30 main:574] : INFO : Epoch 1892 | loss: 0.0311667 | val_loss: 0.0311927 | Time: 2103.25 ms [2022-02-04 04:42:32 main:574] : INFO : Epoch 1893 | loss: 0.0311647 | val_loss: 0.0311981 | Time: 2080.58 ms [2022-02-04 04:42:34 main:574] : INFO : Epoch 1894 | loss: 0.0311637 | val_loss: 0.0311916 | Time: 2094.16 ms [2022-02-04 04:42:36 main:574] : INFO : Epoch 1895 | loss: 0.0311672 | val_loss: 0.0311959 | Time: 2076.58 ms [2022-02-04 04:42:38 main:574] : INFO : Epoch 1896 | loss: 0.0311694 | val_loss: 0.0311939 | Time: 2119.83 ms [2022-02-04 04:42:41 main:574] : INFO : Epoch 1897 | loss: 0.0311721 | val_loss: 0.0311906 | Time: 2083 ms [2022-02-04 04:42:43 main:574] : INFO : Epoch 1898 | loss: 0.0311668 | val_loss: 0.0311911 | Time: 2112.28 ms [2022-02-04 04:42:45 main:574] : INFO : Epoch 1899 | loss: 0.0311648 | val_loss: 0.0311905 | Time: 2117.54 ms [2022-02-04 04:42:47 main:574] : INFO : Epoch 1900 | loss: 0.0311633 | val_loss: 0.0311958 | Time: 2110.46 ms [2022-02-04 04:42:49 main:574] : INFO : Epoch 1901 | loss: 0.0311626 | val_loss: 0.0311921 | Time: 2123.9 ms [2022-02-04 04:42:51 main:574] : INFO : Epoch 1902 | loss: 0.0311644 | val_loss: 0.0311987 | Time: 2079.63 ms [2022-02-04 04:42:53 main:574] : INFO : Epoch 1903 | loss: 0.0311649 | val_loss: 0.0311984 | Time: 2089.11 ms [2022-02-04 04:42:55 main:574] : INFO : Epoch 1904 | loss: 0.0311639 | val_loss: 0.0312008 | Time: 2089.11 ms [2022-02-04 04:42:57 main:574] : INFO : Epoch 1905 | loss: 0.0311651 | val_loss: 0.0311956 | Time: 2090.47 ms [2022-02-04 04:43:00 main:574] : INFO : Epoch 1906 | loss: 0.0311636 | val_loss: 0.0311943 | Time: 2096.21 ms [2022-02-04 04:43:02 main:574] : INFO : Epoch 1907 | loss: 0.0311613 | val_loss: 0.0311946 | Time: 2122.06 ms [2022-02-04 04:43:04 main:574] : INFO : Epoch 1908 | loss: 0.0311638 | val_loss: 0.0311971 | Time: 2124.44 ms [2022-02-04 04:43:06 main:574] : INFO : Epoch 1909 | loss: 0.0311631 | val_loss: 0.0311947 | Time: 2083.13 ms [2022-02-04 04:43:08 main:574] : INFO : Epoch 1910 | loss: 0.0311623 | val_loss: 0.0311961 | Time: 2065.57 ms [2022-02-04 04:43:10 main:574] : INFO : Epoch 1911 | loss: 0.031161 | val_loss: 0.0312055 | Time: 2087.35 ms [2022-02-04 04:43:12 main:574] : INFO : Epoch 1912 | loss: 0.0311643 | val_loss: 0.0312072 | Time: 2109.28 ms [2022-02-04 04:43:14 main:574] : INFO : Epoch 1913 | loss: 0.0311615 | val_loss: 0.0311947 | Time: 2060.59 ms [2022-02-04 04:43:16 main:574] : INFO : Epoch 1914 | loss: 0.0311606 | val_loss: 0.0312007 | Time: 2068.63 ms [2022-02-04 04:43:19 main:574] : INFO : Epoch 1915 | loss: 0.0311642 | val_loss: 0.0312089 | Time: 2101.89 ms [2022-02-04 04:43:21 main:574] : INFO : Epoch 1916 | loss: 0.0311625 | val_loss: 0.0311969 | Time: 2114.82 ms [2022-02-04 04:43:23 main:574] : INFO : Epoch 1917 | loss: 0.0311591 | val_loss: 0.0311955 | Time: 2081.34 ms [2022-02-04 04:43:25 main:574] : INFO : Epoch 1918 | loss: 0.0311592 | val_loss: 0.0311966 | Time: 2090.63 ms [2022-02-04 04:43:27 main:574] : INFO : Epoch 1919 | loss: 0.0311618 | val_loss: 0.0312032 | Time: 2102.93 ms [2022-02-04 04:43:29 main:574] : INFO : Epoch 1920 | loss: 0.03116 | val_loss: 0.0312047 | Time: 2133.52 ms [2022-02-04 04:43:31 main:574] : INFO : Epoch 1921 | loss: 0.0311694 | val_loss: 0.0311979 | Time: 2109.36 ms [2022-02-04 04:43:33 main:574] : INFO : Epoch 1922 | loss: 0.0311636 | val_loss: 0.0311944 | Time: 2113.92 ms [2022-02-04 04:43:36 main:574] : INFO : Epoch 1923 | loss: 0.0311606 | val_loss: 0.0311945 | Time: 2085.69 ms [2022-02-04 04:43:38 main:574] : INFO : Epoch 1924 | loss: 0.0311603 | val_loss: 0.0311961 | Time: 2153.01 ms [2022-02-04 04:43:40 main:574] : INFO : Epoch 1925 | loss: 0.03116 | val_loss: 0.0311952 | Time: 2098.36 ms [2022-02-04 04:43:42 main:574] : INFO : Epoch 1926 | loss: 0.0311604 | val_loss: 0.0311989 | Time: 2123.6 ms [2022-02-04 04:43:44 main:574] : INFO : Epoch 1927 | loss: 0.0311589 | val_loss: 0.0311985 | Time: 2111.8 ms [2022-02-04 04:43:46 main:574] : INFO : Epoch 1928 | loss: 0.0311682 | val_loss: 0.0311903 | Time: 2125.21 ms [2022-02-04 04:43:48 main:574] : INFO : Epoch 1929 | loss: 0.0311642 | val_loss: 0.0311945 | Time: 2084 ms [2022-02-04 04:43:50 main:574] : INFO : Epoch 1930 | loss: 0.0311678 | val_loss: 0.0311928 | Time: 2111.31 ms [2022-02-04 04:43:53 main:574] : INFO : Epoch 1931 | loss: 0.0311638 | val_loss: 0.0311918 | Time: 2139.34 ms [2022-02-04 04:43:55 main:574] : INFO : Epoch 1932 | loss: 0.0311588 | val_loss: 0.0311915 | Time: 2137.54 ms [2022-02-04 04:43:57 main:574] : INFO : Epoch 1933 | loss: 0.0311669 | val_loss: 0.0311975 | Time: 2074.22 ms [2022-02-04 04:43:59 main:574] : INFO : Epoch 1934 | loss: 0.0311687 | val_loss: 0.0311928 | Time: 2062.5 ms [2022-02-04 04:44:01 main:574] : INFO : Epoch 1935 | loss: 0.0311635 | val_loss: 0.031196 | Time: 2088.35 ms [2022-02-04 04:44:03 main:574] : INFO : Epoch 1936 | loss: 0.0311626 | val_loss: 0.0311942 | Time: 2135.21 ms [2022-02-04 04:44:05 main:574] : INFO : Epoch 1937 | loss: 0.0311613 | val_loss: 0.0311946 | Time: 2097.9 ms [2022-02-04 04:44:07 main:574] : INFO : Epoch 1938 | loss: 0.0311577 | val_loss: 0.0311995 | Time: 2096.24 ms [2022-02-04 04:44:10 main:574] : INFO : Epoch 1939 | loss: 0.0311588 | val_loss: 0.031191 | Time: 2102.58 ms [2022-02-04 04:44:12 main:574] : INFO : Epoch 1940 | loss: 0.031162 | val_loss: 0.0311914 | Time: 2090.66 ms [2022-02-04 04:44:14 main:574] : INFO : Epoch 1941 | loss: 0.0311593 | val_loss: 0.0311956 | Time: 2100.89 ms [2022-02-04 04:44:16 main:574] : INFO : Epoch 1942 | loss: 0.0311585 | val_loss: 0.0311972 | Time: 2116.92 ms [2022-02-04 04:44:18 main:574] : INFO : Epoch 1943 | loss: 0.0311576 | val_loss: 0.0311995 | Time: 2155.54 ms [2022-02-04 04:44:20 main:574] : INFO : Epoch 1944 | loss: 0.031155 | val_loss: 0.0312047 | Time: 2128.36 ms [2022-02-04 04:44:22 main:574] : INFO : Epoch 1945 | loss: 0.0311566 | val_loss: 0.0311931 | Time: 2102.97 ms [2022-02-04 04:44:25 main:574] : INFO : Epoch 1946 | loss: 0.031158 | val_loss: 0.0311995 | Time: 2123.65 ms [2022-02-04 04:44:27 main:574] : INFO : Epoch 1947 | loss: 0.0311566 | val_loss: 0.0311983 | Time: 2097.2 ms [2022-02-04 04:44:29 main:574] : INFO : Epoch 1948 | loss: 0.0311593 | val_loss: 0.0312008 | Time: 2104.8 ms [2022-02-04 04:44:31 main:574] : INFO : Epoch 1949 | loss: 0.0311566 | val_loss: 0.0312039 | Time: 2142.65 ms [2022-02-04 04:44:33 main:574] : INFO : Epoch 1950 | loss: 0.031167 | val_loss: 0.0311948 | Time: 2092.29 ms [2022-02-04 04:44:35 main:574] : INFO : Epoch 1951 | loss: 0.0311637 | val_loss: 0.0312089 | Time: 2043.56 ms [2022-02-04 04:44:37 main:574] : INFO : Epoch 1952 | loss: 0.031158 | val_loss: 0.0312051 | Time: 2057.33 ms [2022-02-04 04:44:39 main:574] : INFO : Epoch 1953 | loss: 0.0311585 | val_loss: 0.0312098 | Time: 2089.21 ms [2022-02-04 04:44:41 main:574] : INFO : Epoch 1954 | loss: 0.0311581 | val_loss: 0.031197 | Time: 2077.73 ms [2022-02-04 04:44:43 main:574] : INFO : Epoch 1955 | loss: 0.0311642 | val_loss: 0.0311989 | Time: 2083.03 ms [2022-02-04 04:44:46 main:574] : INFO : Epoch 1956 | loss: 0.0311619 | val_loss: 0.0312042 | Time: 2066.99 ms [2022-02-04 04:44:48 main:574] : INFO : Epoch 1957 | loss: 0.0311585 | val_loss: 0.0312083 | Time: 2021.7 ms [2022-02-04 04:44:50 main:574] : INFO : Epoch 1958 | loss: 0.0311559 | val_loss: 0.031209 | Time: 2069.06 ms [2022-02-04 04:44:52 main:574] : INFO : Epoch 1959 | loss: 0.0311586 | val_loss: 0.0312016 | Time: 2068.47 ms [2022-02-04 04:44:54 main:574] : INFO : Epoch 1960 | loss: 0.031157 | val_loss: 0.0312021 | Time: 2086.94 ms [2022-02-04 04:44:56 main:574] : INFO : Epoch 1961 | loss: 0.0311573 | val_loss: 0.0312002 | Time: 2057.73 ms [2022-02-04 04:44:58 main:574] : INFO : Epoch 1962 | loss: 0.0311553 | val_loss: 0.0312006 | Time: 2092.51 ms [2022-02-04 04:45:00 main:574] : INFO : Epoch 1963 | loss: 0.0311547 | val_loss: 0.0312102 | Time: 2119.76 ms [2022-02-04 04:45:02 main:574] : INFO : Epoch 1964 | loss: 0.0311557 | val_loss: 0.0311949 | Time: 2108.18 ms [2022-02-04 04:45:04 main:574] : INFO : Epoch 1965 | loss: 0.0311569 | val_loss: 0.0311964 | Time: 2077.71 ms [2022-02-04 04:45:06 main:574] : INFO : Epoch 1966 | loss: 0.0311557 | val_loss: 0.0312069 | Time: 2048.65 ms [2022-02-04 04:45:09 main:574] : INFO : Epoch 1967 | loss: 0.0311606 | val_loss: 0.0311956 | Time: 2083.61 ms [2022-02-04 04:45:11 main:574] : INFO : Epoch 1968 | loss: 0.0311591 | val_loss: 0.0311996 | Time: 2100.8 ms [2022-02-04 04:45:13 main:574] : INFO : Epoch 1969 | loss: 0.0311698 | val_loss: 0.0311949 | Time: 2055.76 ms [2022-02-04 04:45:15 main:574] : INFO : Epoch 1970 | loss: 0.0311702 | val_loss: 0.0311966 | Time: 2113.35 ms [2022-02-04 04:45:17 main:574] : INFO : Epoch 1971 | loss: 0.0311644 | val_loss: 0.0311985 | Time: 2052.74 ms [2022-02-04 04:45:19 main:574] : INFO : Epoch 1972 | loss: 0.0311598 | val_loss: 0.0311993 | Time: 2056.81 ms [2022-02-04 04:45:21 main:574] : INFO : Epoch 1973 | loss: 0.0311578 | val_loss: 0.0312027 | Time: 2077.99 ms [2022-02-04 04:45:23 main:574] : INFO : Epoch 1974 | loss: 0.0311541 | val_loss: 0.0312015 | Time: 2088.57 ms [2022-02-04 04:45:25 main:574] : INFO : Epoch 1975 | loss: 0.0311532 | val_loss: 0.0312067 | Time: 2070.46 ms [2022-02-04 04:45:27 main:574] : INFO : Epoch 1976 | loss: 0.031155 | val_loss: 0.0311947 | Time: 2072.97 ms [2022-02-04 04:45:29 main:574] : INFO : Epoch 1977 | loss: 0.0311529 | val_loss: 0.0311996 | Time: 2088.91 ms [2022-02-04 04:45:32 main:574] : INFO : Epoch 1978 | loss: 0.0311527 | val_loss: 0.031207 | Time: 2094.27 ms [2022-02-04 04:45:34 main:574] : INFO : Epoch 1979 | loss: 0.031151 | val_loss: 0.0312009 | Time: 2122.87 ms [2022-02-04 04:45:36 main:574] : INFO : Epoch 1980 | loss: 0.0311503 | val_loss: 0.0312064 | Time: 2081.93 ms [2022-02-04 04:45:38 main:574] : INFO : Epoch 1981 | loss: 0.031154 | val_loss: 0.0311975 | Time: 2133.54 ms [2022-02-04 04:45:40 main:574] : INFO : Epoch 1982 | loss: 0.0311533 | val_loss: 0.0312072 | Time: 2097.13 ms [2022-02-04 04:45:42 main:574] : INFO : Epoch 1983 | loss: 0.0311511 | val_loss: 0.0312 | Time: 2103.86 ms [2022-02-04 04:45:44 main:574] : INFO : Epoch 1984 | loss: 0.0311511 | val_loss: 0.0312108 | Time: 2107.03 ms [2022-02-04 04:45:46 main:574] : INFO : Epoch 1985 | loss: 0.0311508 | val_loss: 0.0312127 | Time: 2084.82 ms [2022-02-04 04:45:49 main:574] : INFO : Epoch 1986 | loss: 0.0311548 | val_loss: 0.0312066 | Time: 2104.33 ms [2022-02-04 04:45:51 main:574] : INFO : Epoch 1987 | loss: 0.0311553 | val_loss: 0.0312025 | Time: 2077.78 ms [2022-02-04 04:45:53 main:574] : INFO : Epoch 1988 | loss: 0.0311525 | val_loss: 0.0312149 | Time: 2100.32 ms [2022-02-04 04:45:55 main:574] : INFO : Epoch 1989 | loss: 0.0311544 | val_loss: 0.0312043 | Time: 2111.89 ms [2022-02-04 04:45:57 main:574] : INFO : Epoch 1990 | loss: 0.0311555 | val_loss: 0.0312137 | Time: 2081.38 ms [2022-02-04 04:45:59 main:574] : INFO : Epoch 1991 | loss: 0.0311567 | val_loss: 0.0312051 | Time: 2096.84 ms [2022-02-04 04:46:01 main:574] : INFO : Epoch 1992 | loss: 0.0311681 | val_loss: 0.031197 | Time: 2089.2 ms [2022-02-04 04:46:03 main:574] : INFO : Epoch 1993 | loss: 0.0311629 | val_loss: 0.0312179 | Time: 2085.17 ms [2022-02-04 04:46:05 main:574] : INFO : Epoch 1994 | loss: 0.0311561 | val_loss: 0.0312043 | Time: 2110.49 ms [2022-02-04 04:46:08 main:574] : INFO : Epoch 1995 | loss: 0.0311543 | val_loss: 0.0312072 | Time: 2096.34 ms [2022-02-04 04:46:10 main:574] : INFO : Epoch 1996 | loss: 0.0311561 | val_loss: 0.0312022 | Time: 2086.37 ms [2022-02-04 04:46:12 main:574] : INFO : Epoch 1997 | loss: 0.031154 | val_loss: 0.0312049 | Time: 2076.04 ms [2022-02-04 04:46:14 main:574] : INFO : Epoch 1998 | loss: 0.0311838 | val_loss: 0.0311915 | Time: 2075.23 ms [2022-02-04 04:46:16 main:574] : INFO : Epoch 1999 | loss: 0.0311826 | val_loss: 0.0311851 | Time: 2077.17 ms [2022-02-04 04:46:18 main:574] : INFO : Epoch 2000 | loss: 0.0311789 | val_loss: 0.0311863 | Time: 2082.86 ms [2022-02-04 04:46:20 main:574] : INFO : Epoch 2001 | loss: 0.0311765 | val_loss: 0.031185 | Time: 2106.34 ms [2022-02-04 04:46:22 main:574] : INFO : Epoch 2002 | loss: 0.0311741 | val_loss: 0.0311846 | Time: 2106.36 ms [2022-02-04 04:46:24 main:574] : INFO : Epoch 2003 | loss: 0.031173 | val_loss: 0.0311836 | Time: 2099.84 ms [2022-02-04 04:46:26 main:574] : INFO : Epoch 2004 | loss: 0.0311706 | val_loss: 0.0311827 | Time: 2096.75 ms [2022-02-04 04:46:29 main:574] : INFO : Epoch 2005 | loss: 0.0311688 | val_loss: 0.031186 | Time: 2088.85 ms [2022-02-04 04:46:31 main:574] : INFO : Epoch 2006 | loss: 0.0311682 | val_loss: 0.0311888 | Time: 2092.47 ms [2022-02-04 04:46:33 main:574] : INFO : Epoch 2007 | loss: 0.0311667 | val_loss: 0.0311844 | Time: 2069.44 ms [2022-02-04 04:46:35 main:574] : INFO : Epoch 2008 | loss: 0.0311643 | val_loss: 0.0311859 | Time: 2103.09 ms [2022-02-04 04:46:37 main:574] : INFO : Epoch 2009 | loss: 0.0311651 | val_loss: 0.0311899 | Time: 2072.32 ms [2022-02-04 04:46:39 main:574] : INFO : Epoch 2010 | loss: 0.031164 | val_loss: 0.0311927 | Time: 2095.28 ms [2022-02-04 04:46:41 main:574] : INFO : Epoch 2011 | loss: 0.0311628 | val_loss: 0.0311862 | Time: 2103.74 ms [2022-02-04 04:46:43 main:574] : INFO : Epoch 2012 | loss: 0.0311623 | val_loss: 0.0311882 | Time: 2072.18 ms [2022-02-04 04:46:45 main:574] : INFO : Epoch 2013 | loss: 0.0311608 | val_loss: 0.0311904 | Time: 2091 ms [2022-02-04 04:46:48 main:574] : INFO : Epoch 2014 | loss: 0.0311607 | val_loss: 0.0311889 | Time: 2090.86 ms [2022-02-04 04:46:50 main:574] : INFO : Epoch 2015 | loss: 0.0311622 | val_loss: 0.0311898 | Time: 2077.86 ms [2022-02-04 04:46:52 main:574] : INFO : Epoch 2016 | loss: 0.0311642 | val_loss: 0.0311876 | Time: 2088.99 ms [2022-02-04 04:46:54 main:574] : INFO : Epoch 2017 | loss: 0.0311706 | val_loss: 0.031184 | Time: 2084.49 ms [2022-02-04 04:46:56 main:574] : INFO : Epoch 2018 | loss: 0.0311682 | val_loss: 0.0311886 | Time: 2067.25 ms [2022-02-04 04:46:58 main:574] : INFO : Epoch 2019 | loss: 0.0311638 | val_loss: 0.0311889 | Time: 2082.76 ms [2022-02-04 04:47:00 main:574] : INFO : Epoch 2020 | loss: 0.0311582 | val_loss: 0.0311927 | Time: 2075.61 ms [2022-02-04 04:47:02 main:574] : INFO : Epoch 2021 | loss: 0.0311571 | val_loss: 0.0311947 | Time: 2104.6 ms [2022-02-04 04:47:04 main:574] : INFO : Epoch 2022 | loss: 0.0311583 | val_loss: 0.0311881 | Time: 2076.44 ms [2022-02-04 04:47:07 main:574] : INFO : Epoch 2023 | loss: 0.0311574 | val_loss: 0.0311903 | Time: 2065.92 ms [2022-02-04 04:47:09 main:574] : INFO : Epoch 2024 | loss: 0.0311565 | val_loss: 0.0311901 | Time: 2082.05 ms [2022-02-04 04:47:11 main:574] : INFO : Epoch 2025 | loss: 0.0311567 | val_loss: 0.0311981 | Time: 2111.24 ms [2022-02-04 04:47:13 main:574] : INFO : Epoch 2026 | loss: 0.0311553 | val_loss: 0.031193 | Time: 2111.53 ms [2022-02-04 04:47:15 main:574] : INFO : Epoch 2027 | loss: 0.0311538 | val_loss: 0.0311964 | Time: 2093 ms [2022-02-04 04:47:17 main:574] : INFO : Epoch 2028 | loss: 0.0311559 | val_loss: 0.0311928 | Time: 2132.1 ms [2022-02-04 04:47:19 main:574] : INFO : Epoch 2029 | loss: 0.0311587 | val_loss: 0.0311924 | Time: 2134.65 ms [2022-02-04 04:47:21 main:574] : INFO : Epoch 2030 | loss: 0.0311552 | val_loss: 0.0311982 | Time: 2128.57 ms [2022-02-04 04:47:24 main:574] : INFO : Epoch 2031 | loss: 0.0311533 | val_loss: 0.0311916 | Time: 2068.23 ms [2022-02-04 04:47:26 main:574] : INFO : Epoch 2032 | loss: 0.0311518 | val_loss: 0.0311913 | Time: 2079.04 ms [2022-02-04 04:47:28 main:574] : INFO : Epoch 2033 | loss: 0.031159 | val_loss: 0.0311916 | Time: 2089.53 ms [2022-02-04 04:47:30 main:574] : INFO : Epoch 2034 | loss: 0.0311581 | val_loss: 0.0311914 | Time: 2082.5 ms [2022-02-04 04:47:32 main:574] : INFO : Epoch 2035 | loss: 0.0311545 | val_loss: 0.0311902 | Time: 2057.44 ms [2022-02-04 04:47:34 main:574] : INFO : Epoch 2036 | loss: 0.0311527 | val_loss: 0.031196 | Time: 2061.6 ms [2022-02-04 04:47:36 main:574] : INFO : Epoch 2037 | loss: 0.0311521 | val_loss: 0.0311954 | Time: 2078.49 ms [2022-02-04 04:47:38 main:574] : INFO : Epoch 2038 | loss: 0.0311539 | val_loss: 0.0311942 | Time: 2105.66 ms [2022-02-04 04:47:40 main:574] : INFO : Epoch 2039 | loss: 0.0311526 | val_loss: 0.0311892 | Time: 2091 ms [2022-02-04 04:47:42 main:574] : INFO : Epoch 2040 | loss: 0.0311618 | val_loss: 0.0312022 | Time: 2085.58 ms [2022-02-04 04:47:44 main:574] : INFO : Epoch 2041 | loss: 0.0311636 | val_loss: 0.0311908 | Time: 2085.28 ms [2022-02-04 04:47:47 main:574] : INFO : Epoch 2042 | loss: 0.0311617 | val_loss: 0.0311962 | Time: 2128.13 ms [2022-02-04 04:47:49 main:574] : INFO : Epoch 2043 | loss: 0.0311574 | val_loss: 0.0311935 | Time: 2056.2 ms [2022-02-04 04:47:51 main:574] : INFO : Epoch 2044 | loss: 0.0311544 | val_loss: 0.0311936 | Time: 2075.18 ms [2022-02-04 04:47:53 main:574] : INFO : Epoch 2045 | loss: 0.0311528 | val_loss: 0.0312054 | Time: 2050.16 ms [2022-02-04 04:47:55 main:574] : INFO : Epoch 2046 | loss: 0.0311579 | val_loss: 0.0311973 | Time: 2064.67 ms [2022-02-04 04:47:57 main:574] : INFO : Epoch 2047 | loss: 0.0311555 | val_loss: 0.0311974 | Time: 2124.54 ms [2022-02-04 04:47:59 main:574] : INFO : Epoch 2048 | loss: 0.0311544 | val_loss: 0.0311974 | Time: 2117.14 ms [2022-02-04 04:47:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311974 [2022-02-04 04:47:59 main:603] : INFO : Saving end state to config to file [2022-02-04 04:47:59 main:608] : INFO : Success, exiting.. 04:47:59 (9692): 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)