Task 13695731
| Name | ParityModified-1647046495-3230-2-0_0 |
| Workunit | 10786255 |
| Created | 24 Mar 2022, 6:29:52 UTC |
| Sent | 1 Apr 2022, 13:31:28 UTC |
| Report deadline | 9 Apr 2022, 13:31:28 UTC |
| Received | 6 Apr 2022, 15:15:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19110 |
| Run time | 1 hours 4 min 46 sec |
| CPU time | 1 hours 2 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,553.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0312073 | val_loss: 0.0312096 | Time: 1893.55 ms [2022-04-06 10:58:11 main:574] : INFO : Epoch 1543 | loss: 0.0312048 | val_loss: 0.0312083 | Time: 1865.73 ms [2022-04-06 10:58:13 main:574] : INFO : Epoch 1544 | loss: 0.031204 | val_loss: 0.0312068 | Time: 1853.18 ms [2022-04-06 10:58:15 main:574] : INFO : Epoch 1545 | loss: 0.031204 | val_loss: 0.0312071 | Time: 1903.42 ms [2022-04-06 10:58:17 main:574] : INFO : Epoch 1546 | loss: 0.0312043 | val_loss: 0.0312062 | Time: 1933.04 ms [2022-04-06 10:58:19 main:574] : INFO : Epoch 1547 | loss: 0.0312029 | val_loss: 0.0312071 | Time: 1895.39 ms [2022-04-06 10:58:20 main:574] : INFO : Epoch 1548 | loss: 0.031203 | val_loss: 0.0312058 | Time: 1903.79 ms [2022-04-06 10:58:22 main:574] : INFO : Epoch 1549 | loss: 0.0312028 | val_loss: 0.0312062 | Time: 1942.22 ms [2022-04-06 10:58:24 main:574] : INFO : Epoch 1550 | loss: 0.0312025 | val_loss: 0.0312057 | Time: 1916.17 ms [2022-04-06 10:58:26 main:574] : INFO : Epoch 1551 | loss: 0.0312023 | val_loss: 0.0312054 | Time: 1879.58 ms [2022-04-06 10:58:28 main:574] : INFO : Epoch 1552 | loss: 0.0312021 | val_loss: 0.0312049 | Time: 1880.92 ms [2022-04-06 10:58:30 main:574] : INFO : Epoch 1553 | loss: 0.0312027 | val_loss: 0.0312051 | Time: 1899.65 ms [2022-04-06 10:58:32 main:574] : INFO : Epoch 1554 | loss: 0.0312037 | val_loss: 0.0312056 | Time: 1878.13 ms [2022-04-06 10:58:34 main:574] : INFO : Epoch 1555 | loss: 0.0312036 | val_loss: 0.0312049 | Time: 1922.34 ms [2022-04-06 10:58:36 main:574] : INFO : Epoch 1556 | loss: 0.0312016 | val_loss: 0.0312051 | Time: 1869.17 ms [2022-04-06 10:58:38 main:574] : INFO : Epoch 1557 | loss: 0.0312018 | val_loss: 0.0312043 | Time: 1903.55 ms [2022-04-06 10:58:40 main:574] : INFO : Epoch 1558 | loss: 0.0312019 | val_loss: 0.0312058 | Time: 1882.52 ms [2022-04-06 10:58:41 main:574] : INFO : Epoch 1559 | loss: 0.0312026 | val_loss: 0.0312051 | Time: 1903.81 ms [2022-04-06 10:58:43 main:574] : INFO : Epoch 1560 | loss: 0.0312015 | val_loss: 0.0312037 | Time: 1876.82 ms [2022-04-06 10:58:45 main:574] : INFO : Epoch 1561 | loss: 0.0312011 | val_loss: 0.0312043 | Time: 1906.54 ms [2022-04-06 10:58:47 main:574] : INFO : Epoch 1562 | loss: 0.0312019 | val_loss: 0.0312031 | Time: 1925.7 ms [2022-04-06 10:58:49 main:574] : INFO : Epoch 1563 | loss: 0.0312008 | val_loss: 0.0312033 | Time: 1907.36 ms [2022-04-06 10:58:51 main:574] : INFO : Epoch 1564 | loss: 0.0312005 | val_loss: 0.0312028 | Time: 1901.33 ms [2022-04-06 10:58:53 main:574] : INFO : Epoch 1565 | loss: 0.0312001 | val_loss: 0.0312032 | Time: 1890.12 ms [2022-04-06 10:58:55 main:574] : INFO : Epoch 1566 | loss: 0.0312005 | val_loss: 0.0312053 | Time: 1939.83 ms [2022-04-06 10:58:57 main:574] : INFO : Epoch 1567 | loss: 0.031203 | val_loss: 0.031203 | Time: 1876.27 ms [2022-04-06 10:58:59 main:574] : INFO : Epoch 1568 | loss: 0.0312031 | val_loss: 0.0312034 | Time: 1904.77 ms [2022-04-06 10:59:01 main:574] : INFO : Epoch 1569 | loss: 0.031204 | val_loss: 0.0312114 | Time: 1886.08 ms [2022-04-06 10:59:03 main:574] : INFO : Epoch 1570 | loss: 0.0312042 | val_loss: 0.031205 | Time: 1885.66 ms [2022-04-06 10:59:04 main:574] : INFO : Epoch 1571 | loss: 0.0312014 | val_loss: 0.0312028 | Time: 1868.86 ms [2022-04-06 10:59:06 main:574] : INFO : Epoch 1572 | loss: 0.0312003 | val_loss: 0.0312031 | Time: 1880.82 ms [2022-04-06 10:59:08 main:574] : INFO : Epoch 1573 | loss: 0.031199 | val_loss: 0.0312026 | Time: 1886.43 ms [2022-04-06 10:59:10 main:574] : INFO : Epoch 1574 | loss: 0.0311991 | val_loss: 0.0312032 | Time: 1878.2 ms [2022-04-06 10:59:12 main:574] : INFO : Epoch 1575 | loss: 0.0311999 | val_loss: 0.0312041 | Time: 1859.17 ms [2022-04-06 10:59:14 main:574] : INFO : Epoch 1576 | loss: 0.0312001 | val_loss: 0.0312019 | Time: 1857.57 ms [2022-04-06 10:59:16 main:574] : INFO : Epoch 1577 | loss: 0.031199 | val_loss: 0.0312068 | Time: 1880.45 ms [2022-04-06 10:59:18 main:574] : INFO : Epoch 1578 | loss: 0.0311997 | val_loss: 0.031202 | Time: 1865.97 ms [2022-04-06 10:59:20 main:574] : INFO : Epoch 1579 | loss: 0.0312012 | val_loss: 0.0312024 | Time: 1881.98 ms [2022-04-06 10:59:21 main:574] : INFO : Epoch 1580 | loss: 0.0311999 | val_loss: 0.0312018 | Time: 1905.56 ms [2022-04-06 10:59:23 main:574] : INFO : Epoch 1581 | loss: 0.0311985 | val_loss: 0.0312039 | Time: 1831.34 ms [2022-04-06 10:59:25 main:574] : INFO : Epoch 1582 | loss: 0.0312001 | val_loss: 0.0312052 | Time: 1891.25 ms [2022-04-06 10:59:27 main:574] : INFO : Epoch 1583 | loss: 0.0311996 | val_loss: 0.0312049 | Time: 1856.05 ms [2022-04-06 10:59:29 main:574] : INFO : Epoch 1584 | loss: 0.0311982 | val_loss: 0.0312001 | Time: 1881.01 ms [2022-04-06 10:59:31 main:574] : INFO : Epoch 1585 | loss: 0.0311971 | val_loss: 0.0312007 | Time: 1910.71 ms [2022-04-06 10:59:33 main:574] : INFO : Epoch 1586 | loss: 0.0311999 | val_loss: 0.0312019 | Time: 1891.81 ms [2022-04-06 10:59:35 main:574] : INFO : Epoch 1587 | loss: 0.0312003 | val_loss: 0.0311999 | Time: 1911.38 ms [2022-04-06 10:59:37 main:574] : INFO : Epoch 1588 | loss: 0.0311976 | val_loss: 0.0312036 | Time: 1865.02 ms [2022-04-06 10:59:38 main:574] : INFO : Epoch 1589 | loss: 0.0311983 | val_loss: 0.0312031 | Time: 1883.33 ms [2022-04-06 10:59:40 main:574] : INFO : Epoch 1590 | loss: 0.0311987 | val_loss: 0.0312002 | Time: 1880.3 ms [2022-04-06 10:59:42 main:574] : INFO : Epoch 1591 | loss: 0.0311979 | val_loss: 0.0311994 | Time: 1920.03 ms [2022-04-06 10:59:44 main:574] : INFO : Epoch 1592 | loss: 0.031197 | val_loss: 0.0311998 | Time: 1884.61 ms [2022-04-06 10:59:46 main:574] : INFO : Epoch 1593 | loss: 0.0311977 | val_loss: 0.0312013 | Time: 1880.62 ms [2022-04-06 10:59:48 main:574] : INFO : Epoch 1594 | loss: 0.0311978 | val_loss: 0.0312069 | Time: 1864.05 ms [2022-04-06 10:59:50 main:574] : INFO : Epoch 1595 | loss: 0.0311988 | val_loss: 0.0312047 | Time: 1868.43 ms [2022-04-06 10:59:52 main:574] : INFO : Epoch 1596 | loss: 0.0311973 | val_loss: 0.0312004 | Time: 1857 ms [2022-04-06 10:59:54 main:574] : INFO : Epoch 1597 | loss: 0.0311996 | val_loss: 0.0312014 | Time: 1871.2 ms [2022-04-06 10:59:55 main:574] : INFO : Epoch 1598 | loss: 0.0312003 | val_loss: 0.0312022 | Time: 1864.47 ms [2022-04-06 10:59:57 main:574] : INFO : Epoch 1599 | loss: 0.0311996 | val_loss: 0.0312017 | Time: 1891.65 ms [2022-04-06 10:59:59 main:574] : INFO : Epoch 1600 | loss: 0.0311977 | val_loss: 0.0312 | Time: 1863.22 ms [2022-04-06 11:00:01 main:574] : INFO : Epoch 1601 | loss: 0.0311976 | val_loss: 0.0311999 | Time: 1907.03 ms [2022-04-06 11:00:03 main:574] : INFO : Epoch 1602 | loss: 0.031197 | val_loss: 0.0311994 | Time: 1858.71 ms [2022-04-06 11:00:05 main:574] : INFO : Epoch 1603 | loss: 0.0311982 | val_loss: 0.0312006 | Time: 1863.37 ms [2022-04-06 11:00:07 main:574] : INFO : Epoch 1604 | loss: 0.0312017 | val_loss: 0.0312018 | Time: 1903.77 ms [2022-04-06 11:00:09 main:574] : INFO : Epoch 1605 | loss: 0.0312003 | val_loss: 0.031197 | Time: 1846.43 ms [2022-04-06 11:00:11 main:574] : INFO : Epoch 1606 | loss: 0.0311971 | val_loss: 0.0311968 | Time: 1884.57 ms [2022-04-06 11:00:13 main:574] : INFO : Epoch 1607 | loss: 0.0311985 | val_loss: 0.0311966 | Time: 1872.56 ms [2022-04-06 11:00:14 main:574] : INFO : Epoch 1608 | loss: 0.0311969 | val_loss: 0.0311976 | Time: 1857.62 ms [2022-04-06 11:00:16 main:574] : INFO : Epoch 1609 | loss: 0.0311974 | val_loss: 0.0311998 | Time: 1871.38 ms [2022-04-06 11:00:18 main:574] : INFO : Epoch 1610 | loss: 0.0311959 | val_loss: 0.031199 | Time: 1868.83 ms [2022-04-06 11:00:20 main:574] : INFO : Epoch 1611 | loss: 0.0311962 | val_loss: 0.0311962 | Time: 1886.23 ms [2022-04-06 11:00:22 main:574] : INFO : Epoch 1612 | loss: 0.0311973 | val_loss: 0.031198 | Time: 1864.69 ms [2022-04-06 11:00:24 main:574] : INFO : Epoch 1613 | loss: 0.0311962 | val_loss: 0.0311996 | Time: 1865.02 ms [2022-04-06 11:00:26 main:574] : INFO : Epoch 1614 | loss: 0.0311968 | val_loss: 0.0311963 | Time: 1826.66 ms [2022-04-06 11:00:27 main:574] : INFO : Epoch 1615 | loss: 0.0311971 | val_loss: 0.0312008 | Time: 1804.68 ms [2022-04-06 11:00:30 main:574] : INFO : Epoch 1616 | loss: 0.0311973 | val_loss: 0.0311972 | Time: 2081.2 ms [2022-04-06 11:00:32 main:574] : INFO : Epoch 1617 | loss: 0.0311942 | val_loss: 0.031196 | Time: 2154.53 ms [2022-04-06 11:00:34 main:574] : INFO : Epoch 1618 | loss: 0.0311967 | val_loss: 0.031197 | Time: 2117.45 ms [2022-04-06 11:00:36 main:574] : INFO : Epoch 1619 | loss: 0.0311979 | val_loss: 0.0312042 | Time: 2155.03 ms [2022-04-06 11:00:38 main:574] : INFO : Epoch 1620 | loss: 0.0311989 | val_loss: 0.0311966 | Time: 2138.47 ms [2022-04-06 11:00:40 main:574] : INFO : Epoch 1621 | loss: 0.0311954 | val_loss: 0.0311951 | Time: 2181.35 ms [2022-04-06 11:00:43 main:574] : INFO : Epoch 1622 | loss: 0.0311937 | val_loss: 0.031195 | Time: 2096.64 ms [2022-04-06 11:00:45 main:574] : INFO : Epoch 1623 | loss: 0.0311934 | val_loss: 0.0311944 | Time: 2175.09 ms [2022-04-06 11:00:47 main:574] : INFO : Epoch 1624 | loss: 0.0311971 | val_loss: 0.0312003 | Time: 2115.69 ms [2022-04-06 11:00:49 main:574] : INFO : Epoch 1625 | loss: 0.0311951 | val_loss: 0.0311997 | Time: 2111.27 ms [2022-04-06 11:00:51 main:574] : INFO : Epoch 1626 | loss: 0.0311962 | val_loss: 0.0312033 | Time: 2198.08 ms [2022-04-06 11:00:53 main:574] : INFO : Epoch 1627 | loss: 0.0311972 | val_loss: 0.0311957 | Time: 2109.75 ms [2022-04-06 11:00:55 main:574] : INFO : Epoch 1628 | loss: 0.0311939 | val_loss: 0.0311972 | Time: 2155.07 ms [2022-04-06 11:00:58 main:574] : INFO : Epoch 1629 | loss: 0.0311936 | val_loss: 0.0311947 | Time: 2134.01 ms [2022-04-06 11:01:00 main:574] : INFO : Epoch 1630 | loss: 0.0311937 | val_loss: 0.0311951 | Time: 2166.47 ms [2022-04-06 11:01:02 main:574] : INFO : Epoch 1631 | loss: 0.0311929 | val_loss: 0.0311962 | Time: 2160.6 ms [2022-04-06 11:01:04 main:574] : INFO : Epoch 1632 | loss: 0.0311933 | val_loss: 0.0311958 | Time: 2198.19 ms [2022-04-06 11:01:06 main:574] : INFO : Epoch 1633 | loss: 0.0311954 | val_loss: 0.0312073 | Time: 2200.86 ms [2022-04-06 11:01:09 main:574] : INFO : Epoch 1634 | loss: 0.0311983 | val_loss: 0.0311988 | Time: 2093.92 ms [2022-04-06 11:01:11 main:574] : INFO : Epoch 1635 | loss: 0.0311941 | val_loss: 0.0311961 | Time: 2126.87 ms [2022-04-06 11:01:13 main:574] : INFO : Epoch 1636 | loss: 0.0311949 | val_loss: 0.0312 | Time: 2142.29 ms [2022-04-06 11:01:15 main:574] : INFO : Epoch 1637 | loss: 0.0311951 | val_loss: 0.0312003 | Time: 2141.68 ms [2022-04-06 11:01:17 main:574] : INFO : Epoch 1638 | loss: 0.0311943 | val_loss: 0.0311969 | Time: 2253.07 ms [2022-04-06 11:01:19 main:574] : INFO : Epoch 1639 | loss: 0.0311947 | val_loss: 0.0312018 | Time: 2160.02 ms [2022-04-06 11:01:22 main:574] : INFO : Epoch 1640 | loss: 0.0311947 | val_loss: 0.0311967 | Time: 2122.35 ms [2022-04-06 11:01:24 main:574] : INFO : Epoch 1641 | loss: 0.0311925 | val_loss: 0.0311964 | Time: 2147.14 ms [2022-04-06 11:01:26 main:574] : INFO : Epoch 1642 | loss: 0.0311929 | val_loss: 0.0311978 | Time: 2128.58 ms [2022-04-06 11:01:28 main:574] : INFO : Epoch 1643 | loss: 0.0311947 | val_loss: 0.0311978 | Time: 2136.63 ms [2022-04-06 11:01:30 main:574] : INFO : Epoch 1644 | loss: 0.0311962 | val_loss: 0.0312029 | Time: 2227.2 ms [2022-04-06 11:01:32 main:574] : INFO : Epoch 1645 | loss: 0.0311974 | val_loss: 0.0312097 | Time: 2166.28 ms [2022-04-06 11:01:35 main:574] : INFO : Epoch 1646 | loss: 0.0311955 | val_loss: 0.0311982 | Time: 2153.8 ms [2022-04-06 11:01:37 main:574] : INFO : Epoch 1647 | loss: 0.0311941 | val_loss: 0.0311982 | Time: 2120.21 ms [2022-04-06 11:01:39 main:574] : INFO : Epoch 1648 | loss: 0.0311941 | val_loss: 0.0311976 | Time: 2205.02 ms [2022-04-06 11:01:41 main:574] : INFO : Epoch 1649 | loss: 0.0311921 | val_loss: 0.0311955 | Time: 2117.36 ms [2022-04-06 11:01:43 main:574] : INFO : Epoch 1650 | loss: 0.0311933 | val_loss: 0.0311955 | Time: 2160.06 ms [2022-04-06 11:01:45 main:574] : INFO : Epoch 1651 | loss: 0.0311932 | val_loss: 0.0311967 | Time: 2107.7 ms [2022-04-06 11:01:48 main:574] : INFO : Epoch 1652 | loss: 0.031192 | val_loss: 0.0311967 | Time: 2178.09 ms [2022-04-06 11:01:50 main:574] : INFO : Epoch 1653 | loss: 0.0311927 | val_loss: 0.0311957 | Time: 2161.78 ms [2022-04-06 11:01:52 main:574] : INFO : Epoch 1654 | loss: 0.0311919 | val_loss: 0.031203 | Time: 2195.49 ms [2022-04-06 11:01:54 main:574] : INFO : Epoch 1655 | loss: 0.0311982 | val_loss: 0.0311962 | Time: 2148.53 ms [2022-04-06 11:01:56 main:574] : INFO : Epoch 1656 | loss: 0.031194 | val_loss: 0.0311958 | Time: 2204.64 ms [2022-04-06 11:01:58 main:574] : INFO : Epoch 1657 | loss: 0.0311935 | val_loss: 0.031197 | Time: 2119.26 ms [2022-04-06 11:02:01 main:574] : INFO : Epoch 1658 | loss: 0.0311962 | val_loss: 0.0312072 | Time: 2181.4 ms [2022-04-06 11:02:03 main:574] : INFO : Epoch 1659 | loss: 0.031195 | val_loss: 0.0311956 | Time: 2174.46 ms [2022-04-06 11:02:05 main:574] : INFO : Epoch 1660 | loss: 0.0311923 | val_loss: 0.0311987 | Time: 2119.54 ms [2022-04-06 11:02:07 main:574] : INFO : Epoch 1661 | loss: 0.0311923 | val_loss: 0.0311952 | Time: 2135.16 ms [2022-04-06 11:02:09 main:574] : INFO : Epoch 1662 | loss: 0.0311917 | val_loss: 0.0311964 | Time: 2106.65 ms [2022-04-06 11:02:11 main:574] : INFO : Epoch 1663 | loss: 0.0311945 | val_loss: 0.0311967 | Time: 2202.11 ms [2022-04-06 11:02:14 main:574] : INFO : Epoch 1664 | loss: 0.0311916 | val_loss: 0.0311954 | Time: 2214.63 ms [2022-04-06 11:02:16 main:574] : INFO : Epoch 1665 | loss: 0.0311915 | val_loss: 0.0311956 | Time: 2128.47 ms [2022-04-06 11:02:18 main:574] : INFO : Epoch 1666 | loss: 0.031193 | val_loss: 0.031202 | Time: 2171.37 ms [2022-04-06 11:02:20 main:574] : INFO : Epoch 1667 | loss: 0.0311956 | val_loss: 0.0311964 | Time: 2216.16 ms [2022-04-06 11:02:22 main:574] : INFO : Epoch 1668 | loss: 0.0311911 | val_loss: 0.0312013 | Time: 2174.02 ms [2022-04-06 11:02:25 main:574] : INFO : Epoch 1669 | loss: 0.0311931 | val_loss: 0.031197 | Time: 2159.94 ms [2022-04-06 11:02:27 main:574] : INFO : Epoch 1670 | loss: 0.0311922 | val_loss: 0.0311996 | Time: 2156.16 ms [2022-04-06 11:02:29 main:574] : INFO : Epoch 1671 | loss: 0.0311919 | val_loss: 0.0311968 | Time: 2170.82 ms [2022-04-06 11:02:31 main:574] : INFO : Epoch 1672 | loss: 0.0311913 | val_loss: 0.0311961 | Time: 2188.27 ms [2022-04-06 11:02:33 main:574] : INFO : Epoch 1673 | loss: 0.0311921 | val_loss: 0.0311971 | Time: 2125.85 ms [2022-04-06 11:02:35 main:574] : INFO : Epoch 1674 | loss: 0.0311961 | val_loss: 0.0311973 | Time: 2146.82 ms [2022-04-06 11:02:38 main:574] : INFO : Epoch 1675 | loss: 0.0311947 | val_loss: 0.0311981 | Time: 2190.59 ms [2022-04-06 11:02:40 main:574] : INFO : Epoch 1676 | loss: 0.0311939 | val_loss: 0.031195 | Time: 2132.84 ms [2022-04-06 11:02:42 main:574] : INFO : Epoch 1677 | loss: 0.0311928 | val_loss: 0.0311944 | Time: 2172.18 ms [2022-04-06 11:02:44 main:574] : INFO : Epoch 1678 | loss: 0.0311937 | val_loss: 0.0312052 | Time: 2164.72 ms [2022-04-06 11:02:46 main:574] : INFO : Epoch 1679 | loss: 0.0311927 | val_loss: 0.0311941 | Time: 2137.96 ms [2022-04-06 11:02:48 main:574] : INFO : Epoch 1680 | loss: 0.031192 | val_loss: 0.0311959 | Time: 2109.38 ms [2022-04-06 11:02:51 main:574] : INFO : Epoch 1681 | loss: 0.0311951 | val_loss: 0.0312043 | Time: 2126.4 ms [2022-04-06 11:02:53 main:574] : INFO : Epoch 1682 | loss: 0.0311946 | val_loss: 0.0311968 | Time: 2128.06 ms [2022-04-06 11:02:55 main:574] : INFO : Epoch 1683 | loss: 0.0311916 | val_loss: 0.0311934 | Time: 2120.22 ms [2022-04-06 11:02:57 main:574] : INFO : Epoch 1684 | loss: 0.0311904 | val_loss: 0.0311943 | Time: 2139.96 ms [2022-04-06 11:02:59 main:574] : INFO : Epoch 1685 | loss: 0.031192 | val_loss: 0.0311946 | Time: 2178.23 ms [2022-04-06 11:03:01 main:574] : INFO : Epoch 1686 | loss: 0.0311926 | val_loss: 0.0311934 | Time: 2149.57 ms [2022-04-06 11:03:03 main:574] : INFO : Epoch 1687 | loss: 0.0311935 | val_loss: 0.0311929 | Time: 2135.06 ms [2022-04-06 11:03:06 main:574] : INFO : Epoch 1688 | loss: 0.0311922 | val_loss: 0.0311947 | Time: 2182.33 ms [2022-04-06 11:03:08 main:574] : INFO : Epoch 1689 | loss: 0.0311915 | val_loss: 0.0311958 | Time: 2157.13 ms [2022-04-06 11:03:10 main:574] : INFO : Epoch 1690 | loss: 0.0311908 | val_loss: 0.0311948 | Time: 2155.98 ms [2022-04-06 11:03:12 main:574] : INFO : Epoch 1691 | loss: 0.0311905 | val_loss: 0.0311947 | Time: 2154.01 ms [2022-04-06 11:03:14 main:574] : INFO : Epoch 1692 | loss: 0.0311915 | val_loss: 0.0312005 | Time: 2154.18 ms [2022-04-06 11:03:17 main:574] : INFO : Epoch 1693 | loss: 0.0311912 | val_loss: 0.0312053 | Time: 2159.29 ms [2022-04-06 11:03:19 main:574] : INFO : Epoch 1694 | loss: 0.0311912 | val_loss: 0.0311951 | Time: 2103.39 ms [2022-04-06 11:03:21 main:574] : INFO : Epoch 1695 | loss: 0.0311939 | val_loss: 0.0311957 | Time: 2122.19 ms [2022-04-06 11:03:23 main:574] : INFO : Epoch 1696 | loss: 0.0311926 | val_loss: 0.0311957 | Time: 2168.13 ms [2022-04-06 11:03:25 main:574] : INFO : Epoch 1697 | loss: 0.0311934 | val_loss: 0.0311952 | Time: 2184.64 ms [2022-04-06 11:03:27 main:574] : INFO : Epoch 1698 | loss: 0.031193 | val_loss: 0.0311951 | Time: 2264.81 ms [2022-04-06 11:03:30 main:574] : INFO : Epoch 1699 | loss: 0.03119 | val_loss: 0.0311939 | Time: 2239.49 ms [2022-04-06 11:03:32 main:574] : INFO : Epoch 1700 | loss: 0.031192 | val_loss: 0.0311934 | Time: 2152.12 ms [2022-04-06 11:03:34 main:574] : INFO : Epoch 1701 | loss: 0.0311956 | val_loss: 0.0312025 | Time: 2238.3 ms [2022-04-06 11:03:36 main:574] : INFO : Epoch 1702 | loss: 0.0311939 | val_loss: 0.0311944 | Time: 2224.53 ms [2022-04-06 11:03:39 main:574] : INFO : Epoch 1703 | loss: 0.0311896 | val_loss: 0.0311917 | Time: 2166.81 ms [2022-04-06 11:03:41 main:574] : INFO : Epoch 1704 | loss: 0.0311896 | val_loss: 0.0311932 | Time: 2129.74 ms [2022-04-06 11:03:43 main:574] : INFO : Epoch 1705 | loss: 0.0311899 | val_loss: 0.0311943 | Time: 2196.37 ms [2022-04-06 11:03:45 main:574] : INFO : Epoch 1706 | loss: 0.0311892 | val_loss: 0.0311908 | Time: 2151.5 ms [2022-04-06 11:03:47 main:574] : INFO : Epoch 1707 | loss: 0.0311886 | val_loss: 0.0311933 | Time: 2152.73 ms [2022-04-06 11:03:49 main:574] : INFO : Epoch 1708 | loss: 0.0311895 | val_loss: 0.0311927 | Time: 2195.1 ms [2022-04-06 11:03:52 main:574] : INFO : Epoch 1709 | loss: 0.0311909 | val_loss: 0.0311921 | Time: 2166.52 ms [2022-04-06 11:03:54 main:574] : INFO : Epoch 1710 | loss: 0.0311917 | val_loss: 0.0311964 | Time: 2145.79 ms [2022-04-06 11:03:56 main:574] : INFO : Epoch 1711 | loss: 0.0311925 | val_loss: 0.0311925 | Time: 2119.02 ms [2022-04-06 11:03:58 main:574] : INFO : Epoch 1712 | loss: 0.0311931 | val_loss: 0.0312037 | Time: 2166.24 ms [2022-04-06 11:04:00 main:574] : INFO : Epoch 1713 | loss: 0.0311977 | val_loss: 0.031199 | Time: 2133.01 ms [2022-04-06 11:04:02 main:574] : INFO : Epoch 1714 | loss: 0.0311882 | val_loss: 0.0311924 | Time: 2115.18 ms [2022-04-06 11:04:05 main:574] : INFO : Epoch 1715 | loss: 0.031188 | val_loss: 0.0311932 | Time: 2160.55 ms [2022-04-06 11:04:07 main:574] : INFO : Epoch 1716 | loss: 0.0311897 | val_loss: 0.0311917 | Time: 2153.64 ms [2022-04-06 11:04:09 main:574] : INFO : Epoch 1717 | loss: 0.0311899 | val_loss: 0.0311935 | Time: 2115.14 ms [2022-04-06 11:04:11 main:574] : INFO : Epoch 1718 | loss: 0.0311902 | val_loss: 0.0311954 | Time: 2151.97 ms [2022-04-06 11:04:13 main:574] : INFO : Epoch 1719 | loss: 0.0311895 | val_loss: 0.031197 | Time: 2169.29 ms [2022-04-06 11:04:15 main:574] : INFO : Epoch 1720 | loss: 0.031189 | val_loss: 0.0311931 | Time: 2143.84 ms [2022-04-06 11:04:17 main:574] : INFO : Epoch 1721 | loss: 0.0311873 | val_loss: 0.0311904 | Time: 2109.47 ms [2022-04-06 11:04:20 main:574] : INFO : Epoch 1722 | loss: 0.0311881 | val_loss: 0.0311933 | Time: 2151.64 ms [2022-04-06 11:04:22 main:574] : INFO : Epoch 1723 | loss: 0.0311891 | val_loss: 0.0311906 | Time: 2124.93 ms [2022-04-06 11:04:24 main:574] : INFO : Epoch 1724 | loss: 0.0311888 | val_loss: 0.0311902 | Time: 2155.15 ms [2022-04-06 11:04:26 main:574] : INFO : Epoch 1725 | loss: 0.0311867 | val_loss: 0.0311936 | Time: 2166.25 ms [2022-04-06 11:04:28 main:574] : INFO : Epoch 1726 | loss: 0.0311884 | val_loss: 0.0311973 | Time: 2123.28 ms [2022-04-06 11:04:30 main:574] : INFO : Epoch 1727 | loss: 0.0311959 | val_loss: 0.0312128 | Time: 2172.52 ms [2022-04-06 11:04:33 main:574] : INFO : Epoch 1728 | loss: 0.031193 | val_loss: 0.0312028 | Time: 2144.87 ms [2022-04-06 11:04:35 main:574] : INFO : Epoch 1729 | loss: 0.0311905 | val_loss: 0.0311918 | Time: 2153.76 ms [2022-04-06 11:04:37 main:574] : INFO : Epoch 1730 | loss: 0.0311872 | val_loss: 0.0311947 | Time: 2191.39 ms [2022-04-06 11:04:39 main:574] : INFO : Epoch 1731 | loss: 0.0311903 | val_loss: 0.0311952 | Time: 2127.82 ms [2022-04-06 11:04:41 main:574] : INFO : Epoch 1732 | loss: 0.0311885 | val_loss: 0.0312028 | Time: 2139.21 ms [2022-04-06 11:04:43 main:574] : INFO : Epoch 1733 | loss: 0.0311988 | val_loss: 0.0311956 | Time: 2142.41 ms [2022-04-06 11:04:46 main:574] : INFO : Epoch 1734 | loss: 0.0311956 | val_loss: 0.03119 | Time: 2112.72 ms [2022-04-06 11:04:48 main:574] : INFO : Epoch 1735 | loss: 0.0311916 | val_loss: 0.031192 | Time: 2159.67 ms [2022-04-06 11:04:50 main:574] : INFO : Epoch 1736 | loss: 0.0311873 | val_loss: 0.0311918 | Time: 2075.31 ms [2022-04-06 11:04:52 main:574] : INFO : Epoch 1737 | loss: 0.0311875 | val_loss: 0.0311935 | Time: 2151.35 ms [2022-04-06 11:04:54 main:574] : INFO : Epoch 1738 | loss: 0.0311864 | val_loss: 0.031192 | Time: 2208.31 ms [2022-04-06 11:04:56 main:574] : INFO : Epoch 1739 | loss: 0.0311891 | val_loss: 0.0312008 | Time: 2099.93 ms [2022-04-06 11:04:58 main:574] : INFO : Epoch 1740 | loss: 0.0311878 | val_loss: 0.031192 | Time: 2196.56 ms [2022-04-06 11:05:01 main:574] : INFO : Epoch 1741 | loss: 0.0311893 | val_loss: 0.0311916 | Time: 2143.69 ms [2022-04-06 11:05:03 main:574] : INFO : Epoch 1742 | loss: 0.0311883 | val_loss: 0.0311947 | Time: 2227.38 ms [2022-04-06 11:05:05 main:574] : INFO : Epoch 1743 | loss: 0.0311887 | val_loss: 0.0311951 | Time: 2159.78 ms [2022-04-06 11:05:07 main:574] : INFO : Epoch 1744 | loss: 0.0311887 | val_loss: 0.031191 | Time: 2117.75 ms [2022-04-06 11:05:09 main:574] : INFO : Epoch 1745 | loss: 0.0311918 | val_loss: 0.0311908 | Time: 2127.29 ms [2022-04-06 11:05:12 main:574] : INFO : Epoch 1746 | loss: 0.0311872 | val_loss: 0.031193 | Time: 2193.55 ms [2022-04-06 11:05:14 main:574] : INFO : Epoch 1747 | loss: 0.0311871 | val_loss: 0.0311915 | Time: 2129.87 ms [2022-04-06 11:05:16 main:574] : INFO : Epoch 1748 | loss: 0.0311862 | val_loss: 0.0311904 | Time: 2090.1 ms [2022-04-06 11:05:18 main:574] : INFO : Epoch 1749 | loss: 0.0311879 | val_loss: 0.0311913 | Time: 2093.53 ms [2022-04-06 11:05:20 main:574] : INFO : Epoch 1750 | loss: 0.0311872 | val_loss: 0.0311928 | Time: 2110.11 ms [2022-04-06 11:05:22 main:574] : INFO : Epoch 1751 | loss: 0.0311887 | val_loss: 0.0311959 | Time: 2130.78 ms [2022-04-06 11:05:24 main:574] : INFO : Epoch 1752 | loss: 0.0311894 | val_loss: 0.0311938 | Time: 2196.82 ms [2022-04-06 11:05:27 main:574] : INFO : Epoch 1753 | loss: 0.0311892 | val_loss: 0.0311912 | Time: 2133.89 ms [2022-04-06 11:05:29 main:574] : INFO : Epoch 1754 | loss: 0.0311896 | val_loss: 0.0311937 | Time: 2105.08 ms [2022-04-06 11:05:31 main:574] : INFO : Epoch 1755 | loss: 0.0311885 | val_loss: 0.0311924 | Time: 2085.55 ms [2022-04-06 11:05:33 main:574] : INFO : Epoch 1756 | loss: 0.0311896 | val_loss: 0.0311904 | Time: 2112.89 ms [2022-04-06 11:05:35 main:574] : INFO : Epoch 1757 | loss: 0.0311862 | val_loss: 0.0311896 | Time: 2133.09 ms [2022-04-06 11:05:37 main:574] : INFO : Epoch 1758 | loss: 0.0311878 | val_loss: 0.03119 | Time: 2158.83 ms [2022-04-06 11:05:39 main:574] : INFO : Epoch 1759 | loss: 0.0311877 | val_loss: 0.0311904 | Time: 2165.79 ms [2022-04-06 11:05:41 main:574] : INFO : Epoch 1760 | loss: 0.0311882 | val_loss: 0.0311939 | Time: 2082.6 ms [2022-04-06 11:05:44 main:574] : INFO : Epoch 1761 | loss: 0.0311906 | val_loss: 0.0311912 | Time: 2101.61 ms [2022-04-06 11:05:46 main:574] : INFO : Epoch 1762 | loss: 0.0311904 | val_loss: 0.0311932 | Time: 2136.76 ms [2022-04-06 11:05:48 main:574] : INFO : Epoch 1763 | loss: 0.0311895 | val_loss: 0.0311897 | Time: 2201.46 ms [2022-04-06 11:05:50 main:574] : INFO : Epoch 1764 | loss: 0.0311869 | val_loss: 0.0311888 | Time: 2233.81 ms [2022-04-06 11:05:52 main:574] : INFO : Epoch 1765 | loss: 0.0311851 | val_loss: 0.0311898 | Time: 2176.21 ms [2022-04-06 11:05:55 main:574] : INFO : Epoch 1766 | loss: 0.0311858 | val_loss: 0.0311899 | Time: 2145.11 ms [2022-04-06 11:05:57 main:574] : INFO : Epoch 1767 | loss: 0.0311857 | val_loss: 0.0311898 | Time: 2133.21 ms [2022-04-06 11:05:59 main:574] : INFO : Epoch 1768 | loss: 0.0311887 | val_loss: 0.0311925 | Time: 2132.27 ms [2022-04-06 11:06:01 main:574] : INFO : Epoch 1769 | loss: 0.0311893 | val_loss: 0.0311891 | Time: 2191.48 ms [2022-04-06 11:06:03 main:574] : INFO : Epoch 1770 | loss: 0.0311904 | val_loss: 0.0311894 | Time: 2160.92 ms [2022-04-06 11:06:05 main:574] : INFO : Epoch 1771 | loss: 0.0311891 | val_loss: 0.0311955 | Time: 2076.04 ms [2022-04-06 11:06:08 main:574] : INFO : Epoch 1772 | loss: 0.0311905 | val_loss: 0.0311891 | Time: 2226.95 ms [2022-04-06 11:06:10 main:574] : INFO : Epoch 1773 | loss: 0.0311888 | val_loss: 0.0311943 | Time: 2128.02 ms [2022-04-06 11:06:12 main:574] : INFO : Epoch 1774 | loss: 0.0311878 | val_loss: 0.0311929 | Time: 2103.34 ms [2022-04-06 11:06:14 main:574] : INFO : Epoch 1775 | loss: 0.0311893 | val_loss: 0.0311949 | Time: 2134.69 ms [2022-04-06 11:06:16 main:574] : INFO : Epoch 1776 | loss: 0.0311851 | val_loss: 0.0311906 | Time: 2082.85 ms [2022-04-06 11:06:18 main:574] : INFO : Epoch 1777 | loss: 0.0311891 | val_loss: 0.0311961 | Time: 2132.72 ms [2022-04-06 11:06:20 main:574] : INFO : Epoch 1778 | loss: 0.0311866 | val_loss: 0.0311898 | Time: 2122.72 ms [2022-04-06 11:06:22 main:574] : INFO : Epoch 1779 | loss: 0.0311846 | val_loss: 0.0311889 | Time: 2123.22 ms [2022-04-06 11:06:25 main:574] : INFO : Epoch 1780 | loss: 0.0311847 | val_loss: 0.0311899 | Time: 2161.34 ms [2022-04-06 11:06:27 main:574] : INFO : Epoch 1781 | loss: 0.0311839 | val_loss: 0.0311904 | Time: 2173.01 ms [2022-04-06 11:06:29 main:574] : INFO : Epoch 1782 | loss: 0.0311848 | val_loss: 0.0311889 | Time: 2127.47 ms [2022-04-06 11:06:31 main:574] : INFO : Epoch 1783 | loss: 0.0311864 | val_loss: 0.0311959 | Time: 2143.95 ms [2022-04-06 11:06:33 main:574] : INFO : Epoch 1784 | loss: 0.0311853 | val_loss: 0.0311923 | Time: 2139.58 ms [2022-04-06 11:06:35 main:574] : INFO : Epoch 1785 | loss: 0.0311865 | val_loss: 0.0311955 | Time: 2173.79 ms [2022-04-06 11:06:38 main:574] : INFO : Epoch 1786 | loss: 0.0311848 | val_loss: 0.0311877 | Time: 2104.66 ms [2022-04-06 11:06:40 main:574] : INFO : Epoch 1787 | loss: 0.0311848 | val_loss: 0.0311938 | Time: 2155.1 ms [2022-04-06 11:06:42 main:574] : INFO : Epoch 1788 | loss: 0.0311864 | val_loss: 0.0311884 | Time: 2186.89 ms [2022-04-06 11:06:44 main:574] : INFO : Epoch 1789 | loss: 0.0311883 | val_loss: 0.0311949 | Time: 2146.06 ms [2022-04-06 11:06:46 main:574] : INFO : Epoch 1790 | loss: 0.0311856 | val_loss: 0.0311898 | Time: 2103.13 ms [2022-04-06 11:06:48 main:574] : INFO : Epoch 1791 | loss: 0.0311896 | val_loss: 0.0311956 | Time: 2153.48 ms [2022-04-06 11:06:51 main:574] : INFO : Epoch 1792 | loss: 0.0311893 | val_loss: 0.0311914 | Time: 2124.27 ms [2022-04-06 11:06:53 main:574] : INFO : Epoch 1793 | loss: 0.0311869 | val_loss: 0.0311889 | Time: 2103.66 ms [2022-04-06 11:06:55 main:574] : INFO : Epoch 1794 | loss: 0.031187 | val_loss: 0.0311904 | Time: 2124.21 ms [2022-04-06 11:06:57 main:574] : INFO : Epoch 1795 | loss: 0.0311867 | val_loss: 0.0311902 | Time: 2212.45 ms [2022-04-06 11:06:59 main:574] : INFO : Epoch 1796 | loss: 0.0311856 | val_loss: 0.0311942 | Time: 2156.86 ms [2022-04-06 11:07:01 main:574] : INFO : Epoch 1797 | loss: 0.0311864 | val_loss: 0.0311901 | Time: 2181.55 ms [2022-04-06 11:07:03 main:574] : INFO : Epoch 1798 | loss: 0.0311867 | val_loss: 0.0311924 | Time: 2083.23 ms [2022-04-06 11:07:06 main:574] : INFO : Epoch 1799 | loss: 0.0311911 | val_loss: 0.0312152 | Time: 2104.6 ms [2022-04-06 11:07:08 main:574] : INFO : Epoch 1800 | loss: 0.0311933 | val_loss: 0.0311914 | Time: 2156.47 ms [2022-04-06 11:07:10 main:574] : INFO : Epoch 1801 | loss: 0.0311879 | val_loss: 0.0312048 | Time: 2138.01 ms [2022-04-06 11:07:12 main:574] : INFO : Epoch 1802 | loss: 0.0311904 | val_loss: 0.0311955 | Time: 2131.11 ms [2022-04-06 11:07:14 main:574] : INFO : Epoch 1803 | loss: 0.0311871 | val_loss: 0.0311905 | Time: 2133.42 ms [2022-04-06 11:07:16 main:574] : INFO : Epoch 1804 | loss: 0.0311847 | val_loss: 0.03119 | Time: 2148.43 ms [2022-04-06 11:07:18 main:574] : INFO : Epoch 1805 | loss: 0.0311844 | val_loss: 0.0311882 | Time: 2084.49 ms [2022-04-06 11:07:21 main:574] : INFO : Epoch 1806 | loss: 0.0311845 | val_loss: 0.0311889 | Time: 2152.45 ms [2022-04-06 11:07:23 main:574] : INFO : Epoch 1807 | loss: 0.0311887 | val_loss: 0.0312004 | Time: 2125.19 ms [2022-04-06 11:07:25 main:574] : INFO : Epoch 1808 | loss: 0.0311879 | val_loss: 0.0311918 | Time: 2087.89 ms [2022-04-06 11:07:27 main:574] : INFO : Epoch 1809 | loss: 0.0311844 | val_loss: 0.0311884 | Time: 2128.65 ms [2022-04-06 11:07:29 main:574] : INFO : Epoch 1810 | loss: 0.0311834 | val_loss: 0.0311907 | Time: 2128.56 ms [2022-04-06 11:07:31 main:574] : INFO : Epoch 1811 | loss: 0.0311848 | val_loss: 0.0311925 | Time: 2168.51 ms [2022-04-06 11:07:33 main:574] : INFO : Epoch 1812 | loss: 0.0311853 | val_loss: 0.0311878 | Time: 2127.54 ms [2022-04-06 11:07:36 main:574] : INFO : Epoch 1813 | loss: 0.0311878 | val_loss: 0.0311919 | Time: 2131.73 ms [2022-04-06 11:07:38 main:574] : INFO : Epoch 1814 | loss: 0.0311867 | val_loss: 0.031191 | Time: 2144.8 ms [2022-04-06 11:07:40 main:574] : INFO : Epoch 1815 | loss: 0.0311839 | val_loss: 0.0311876 | Time: 2186.69 ms [2022-04-06 11:07:42 main:574] : INFO : Epoch 1816 | loss: 0.0311856 | val_loss: 0.0311871 | Time: 2167.87 ms [2022-04-06 11:07:44 main:574] : INFO : Epoch 1817 | loss: 0.0311826 | val_loss: 0.0311948 | Time: 2114.16 ms [2022-04-06 11:07:46 main:574] : INFO : Epoch 1818 | loss: 0.0311848 | val_loss: 0.0311873 | Time: 2132.72 ms [2022-04-06 11:07:49 main:574] : INFO : Epoch 1819 | loss: 0.0311827 | val_loss: 0.0311899 | Time: 2155.97 ms [2022-04-06 11:07:51 main:574] : INFO : Epoch 1820 | loss: 0.0311843 | val_loss: 0.0311865 | Time: 2153.36 ms [2022-04-06 11:07:53 main:574] : INFO : Epoch 1821 | loss: 0.0311833 | val_loss: 0.0311875 | Time: 2178.34 ms [2022-04-06 11:07:55 main:574] : INFO : Epoch 1822 | loss: 0.0311827 | val_loss: 0.0311876 | Time: 2127.29 ms [2022-04-06 11:07:57 main:574] : INFO : Epoch 1823 | loss: 0.0311833 | val_loss: 0.0312008 | Time: 2214.9 ms [2022-04-06 11:08:00 main:574] : INFO : Epoch 1824 | loss: 0.0311823 | val_loss: 0.0311872 | Time: 2285.42 ms [2022-04-06 11:08:02 main:574] : INFO : Epoch 1825 | loss: 0.0311839 | val_loss: 0.03119 | Time: 2214.97 ms [2022-04-06 11:08:04 main:574] : INFO : Epoch 1826 | loss: 0.0311849 | val_loss: 0.0311878 | Time: 2157.23 ms [2022-04-06 11:08:06 main:574] : INFO : Epoch 1827 | loss: 0.0311814 | val_loss: 0.0311869 | Time: 2114.16 ms [2022-04-06 11:08:08 main:574] : INFO : Epoch 1828 | loss: 0.0311822 | val_loss: 0.0311864 | Time: 2148.31 ms [2022-04-06 11:08:11 main:574] : INFO : Epoch 1829 | loss: 0.0311811 | val_loss: 0.0311871 | Time: 2163.26 ms [2022-04-06 11:08:13 main:574] : INFO : Epoch 1830 | loss: 0.0311813 | val_loss: 0.0311973 | Time: 2157.41 ms [2022-04-06 11:08:15 main:574] : INFO : Epoch 1831 | loss: 0.0311822 | val_loss: 0.0311889 | Time: 2143.57 ms [2022-04-06 11:08:17 main:574] : INFO : Epoch 1832 | loss: 0.0311836 | val_loss: 0.0311874 | Time: 2151.72 ms [2022-04-06 11:08:19 main:574] : INFO : Epoch 1833 | loss: 0.0311827 | val_loss: 0.0311948 | Time: 2101.49 ms [2022-04-06 11:08:21 main:574] : INFO : Epoch 1834 | loss: 0.0311846 | val_loss: 0.0311926 | Time: 2132.35 ms [2022-04-06 11:08:23 main:574] : INFO : Epoch 1835 | loss: 0.0311839 | val_loss: 0.0311903 | Time: 2156.09 ms [2022-04-06 11:08:26 main:574] : INFO : Epoch 1836 | loss: 0.0311816 | val_loss: 0.0311867 | Time: 2126.77 ms [2022-04-06 11:08:28 main:574] : INFO : Epoch 1837 | loss: 0.0311809 | val_loss: 0.0311884 | Time: 2079.56 ms [2022-04-06 11:08:30 main:574] : INFO : Epoch 1838 | loss: 0.0311811 | val_loss: 0.0311879 | Time: 2126.7 ms [2022-04-06 11:08:32 main:574] : INFO : Epoch 1839 | loss: 0.0311801 | val_loss: 0.0311878 | Time: 2184.71 ms [2022-04-06 11:08:34 main:574] : INFO : Epoch 1840 | loss: 0.0311879 | val_loss: 0.031222 | Time: 2150.67 ms [2022-04-06 11:08:36 main:574] : INFO : Epoch 1841 | loss: 0.0311911 | val_loss: 0.0311926 | Time: 2159.58 ms [2022-04-06 11:08:39 main:574] : INFO : Epoch 1842 | loss: 0.0311824 | val_loss: 0.0311879 | Time: 2143.44 ms [2022-04-06 11:08:41 main:574] : INFO : Epoch 1843 | loss: 0.0311811 | val_loss: 0.0311899 | Time: 2148.73 ms [2022-04-06 11:08:43 main:574] : INFO : Epoch 1844 | loss: 0.0311816 | val_loss: 0.0311882 | Time: 2166.84 ms [2022-04-06 11:08:45 main:574] : INFO : Epoch 1845 | loss: 0.0311809 | val_loss: 0.0311911 | Time: 2141.27 ms [2022-04-06 11:08:47 main:574] : INFO : Epoch 1846 | loss: 0.0311802 | val_loss: 0.031187 | Time: 2111.85 ms [2022-04-06 11:08:49 main:574] : INFO : Epoch 1847 | loss: 0.0311794 | val_loss: 0.0311887 | Time: 2097.81 ms [2022-04-06 11:08:52 main:574] : INFO : Epoch 1848 | loss: 0.031181 | val_loss: 0.0311926 | Time: 2192.97 ms [2022-04-06 11:08:54 main:574] : INFO : Epoch 1849 | loss: 0.0311817 | val_loss: 0.031189 | Time: 2182.63 ms [2022-04-06 11:08:56 main:574] : INFO : Epoch 1850 | loss: 0.0311807 | val_loss: 0.0311895 | Time: 2139.04 ms [2022-04-06 11:08:58 main:574] : INFO : Epoch 1851 | loss: 0.0311801 | val_loss: 0.0311875 | Time: 2190.25 ms [2022-04-06 11:09:00 main:574] : INFO : Epoch 1852 | loss: 0.0311862 | val_loss: 0.0311908 | Time: 2115.68 ms [2022-04-06 11:09:02 main:574] : INFO : Epoch 1853 | loss: 0.0311835 | val_loss: 0.031193 | Time: 2132.51 ms [2022-04-06 11:09:05 main:574] : INFO : Epoch 1854 | loss: 0.0311871 | val_loss: 0.0311908 | Time: 2169.68 ms [2022-04-06 11:09:07 main:574] : INFO : Epoch 1855 | loss: 0.0311848 | val_loss: 0.0311956 | Time: 2143.94 ms [2022-04-06 11:09:09 main:574] : INFO : Epoch 1856 | loss: 0.0311838 | val_loss: 0.0311905 | Time: 2153.78 ms [2022-04-06 11:09:11 main:574] : INFO : Epoch 1857 | loss: 0.0311816 | val_loss: 0.0311947 | Time: 2136.11 ms [2022-04-06 11:09:13 main:574] : INFO : Epoch 1858 | loss: 0.0311919 | val_loss: 0.0311953 | Time: 2134.71 ms [2022-04-06 11:09:15 main:574] : INFO : Epoch 1859 | loss: 0.031189 | val_loss: 0.0311867 | Time: 2125.03 ms [2022-04-06 11:09:17 main:574] : INFO : Epoch 1860 | loss: 0.0311882 | val_loss: 0.0311877 | Time: 2139.93 ms [2022-04-06 11:09:20 main:574] : INFO : Epoch 1861 | loss: 0.0311872 | val_loss: 0.0311878 | Time: 2143.81 ms [2022-04-06 11:09:22 main:574] : INFO : Epoch 1862 | loss: 0.0311854 | val_loss: 0.0311895 | Time: 2157.82 ms [2022-04-06 11:09:24 main:574] : INFO : Epoch 1863 | loss: 0.0311856 | val_loss: 0.0311874 | Time: 2154.34 ms [2022-04-06 11:09:26 main:574] : INFO : Epoch 1864 | loss: 0.0311842 | val_loss: 0.0311869 | Time: 2188.99 ms [2022-04-06 11:09:28 main:574] : INFO : Epoch 1865 | loss: 0.0311838 | val_loss: 0.0311854 | Time: 2138.13 ms [2022-04-06 11:09:30 main:574] : INFO : Epoch 1866 | loss: 0.0311877 | val_loss: 0.0311923 | Time: 2116.78 ms [2022-04-06 11:09:33 main:574] : INFO : Epoch 1867 | loss: 0.0311883 | val_loss: 0.0311904 | Time: 2084.91 ms [2022-04-06 11:09:35 main:574] : INFO : Epoch 1868 | loss: 0.0311874 | val_loss: 0.0311875 | Time: 2121.09 ms [2022-04-06 11:09:37 main:574] : INFO : Epoch 1869 | loss: 0.0311856 | val_loss: 0.0311863 | Time: 2153.38 ms [2022-04-06 11:09:39 main:574] : INFO : Epoch 1870 | loss: 0.031184 | val_loss: 0.0311898 | Time: 2143.35 ms [2022-04-06 11:09:41 main:574] : INFO : Epoch 1871 | loss: 0.0311842 | val_loss: 0.0311852 | Time: 2188.79 ms [2022-04-06 11:09:43 main:574] : INFO : Epoch 1872 | loss: 0.0311831 | val_loss: 0.0311844 | Time: 2161.7 ms [2022-04-06 11:09:46 main:574] : INFO : Epoch 1873 | loss: 0.0311887 | val_loss: 0.031188 | Time: 2132.87 ms [2022-04-06 11:09:48 main:574] : INFO : Epoch 1874 | loss: 0.0311911 | val_loss: 0.0311881 | Time: 2117.92 ms [2022-04-06 11:09:50 main:574] : INFO : Epoch 1875 | loss: 0.0311836 | val_loss: 0.0311861 | Time: 2087.05 ms [2022-04-06 11:09:52 main:574] : INFO : Epoch 1876 | loss: 0.0311822 | val_loss: 0.0311839 | Time: 2143.41 ms [2022-04-06 11:09:54 main:574] : INFO : Epoch 1877 | loss: 0.0311814 | val_loss: 0.031185 | Time: 2159.2 ms [2022-04-06 11:09:56 main:574] : INFO : Epoch 1878 | loss: 0.031184 | val_loss: 0.0311877 | Time: 2142.53 ms [2022-04-06 11:09:58 main:574] : INFO : Epoch 1879 | loss: 0.0311827 | val_loss: 0.0311841 | Time: 2116.11 ms [2022-04-06 11:10:01 main:574] : INFO : Epoch 1880 | loss: 0.0311813 | val_loss: 0.0311849 | Time: 2134.36 ms [2022-04-06 11:10:03 main:574] : INFO : Epoch 1881 | loss: 0.0311852 | val_loss: 0.0311883 | Time: 2116.84 ms [2022-04-06 11:10:05 main:574] : INFO : Epoch 1882 | loss: 0.0311866 | val_loss: 0.031191 | Time: 2175.2 ms [2022-04-06 11:10:07 main:574] : INFO : Epoch 1883 | loss: 0.0311846 | val_loss: 0.0311844 | Time: 2145.76 ms [2022-04-06 11:10:09 main:574] : INFO : Epoch 1884 | loss: 0.0311816 | val_loss: 0.0311837 | Time: 2151.67 ms [2022-04-06 11:10:11 main:574] : INFO : Epoch 1885 | loss: 0.03118 | val_loss: 0.0311849 | Time: 2139.56 ms [2022-04-06 11:10:13 main:574] : INFO : Epoch 1886 | loss: 0.0311832 | val_loss: 0.0311834 | Time: 2174.47 ms [2022-04-06 11:10:16 main:574] : INFO : Epoch 1887 | loss: 0.0311813 | val_loss: 0.0311935 | Time: 2129.61 ms [2022-04-06 11:10:18 main:574] : INFO : Epoch 1888 | loss: 0.031184 | val_loss: 0.0311858 | Time: 2199.41 ms [2022-04-06 11:10:20 main:574] : INFO : Epoch 1889 | loss: 0.0311816 | val_loss: 0.0311833 | Time: 2136.27 ms [2022-04-06 11:10:22 main:574] : INFO : Epoch 1890 | loss: 0.0311836 | val_loss: 0.0311858 | Time: 2099.68 ms [2022-04-06 11:10:24 main:574] : INFO : Epoch 1891 | loss: 0.03118 | val_loss: 0.0311828 | Time: 2112.07 ms [2022-04-06 11:10:26 main:574] : INFO : Epoch 1892 | loss: 0.0311807 | val_loss: 0.031192 | Time: 2134.28 ms [2022-04-06 11:10:29 main:574] : INFO : Epoch 1893 | loss: 0.0311806 | val_loss: 0.0311958 | Time: 2224.71 ms [2022-04-06 11:10:31 main:574] : INFO : Epoch 1894 | loss: 0.0311796 | val_loss: 0.0311837 | Time: 2117.1 ms [2022-04-06 11:10:33 main:574] : INFO : Epoch 1895 | loss: 0.0311793 | val_loss: 0.0311833 | Time: 1965.48 ms [2022-04-06 11:10:35 main:574] : INFO : Epoch 1896 | loss: 0.0311777 | val_loss: 0.0311862 | Time: 2028.48 ms [2022-04-06 11:10:37 main:574] : INFO : Epoch 1897 | loss: 0.0311804 | val_loss: 0.0311857 | Time: 1985.56 ms [2022-04-06 11:10:39 main:574] : INFO : Epoch 1898 | loss: 0.0311799 | val_loss: 0.031184 | Time: 2017.94 ms [2022-04-06 11:10:41 main:574] : INFO : Epoch 1899 | loss: 0.0311781 | val_loss: 0.0311826 | Time: 2012.75 ms [2022-04-06 11:10:43 main:574] : INFO : Epoch 1900 | loss: 0.0311779 | val_loss: 0.0311831 | Time: 1991.85 ms [2022-04-06 11:10:45 main:574] : INFO : Epoch 1901 | loss: 0.0311795 | val_loss: 0.0311848 | Time: 2034.46 ms [2022-04-06 11:10:47 main:574] : INFO : Epoch 1902 | loss: 0.0311838 | val_loss: 0.0311875 | Time: 2015.99 ms [2022-04-06 11:10:49 main:574] : INFO : Epoch 1903 | loss: 0.0311863 | val_loss: 0.0311928 | Time: 1947.56 ms [2022-04-06 11:10:51 main:574] : INFO : Epoch 1904 | loss: 0.0311889 | val_loss: 0.0311922 | Time: 1960.88 ms [2022-04-06 11:10:53 main:574] : INFO : Epoch 1905 | loss: 0.0311854 | val_loss: 0.0311897 | Time: 1988.55 ms [2022-04-06 11:10:55 main:574] : INFO : Epoch 1906 | loss: 0.0311867 | val_loss: 0.031187 | Time: 2035.04 ms [2022-04-06 11:10:57 main:574] : INFO : Epoch 1907 | loss: 0.0311884 | val_loss: 0.0311877 | Time: 2046.56 ms [2022-04-06 11:10:59 main:574] : INFO : Epoch 1908 | loss: 0.0311901 | val_loss: 0.0311938 | Time: 2025.88 ms [2022-04-06 11:11:01 main:574] : INFO : Epoch 1909 | loss: 0.0311892 | val_loss: 0.0311885 | Time: 1929.42 ms [2022-04-06 11:11:03 main:574] : INFO : Epoch 1910 | loss: 0.0311842 | val_loss: 0.0311873 | Time: 1984.36 ms [2022-04-06 11:11:05 main:574] : INFO : Epoch 1911 | loss: 0.0311827 | val_loss: 0.0311923 | Time: 1940.61 ms [2022-04-06 11:11:07 main:574] : INFO : Epoch 1912 | loss: 0.0311857 | val_loss: 0.0311949 | Time: 2008.16 ms [2022-04-06 11:11:09 main:574] : INFO : Epoch 1913 | loss: 0.0311841 | val_loss: 0.0311877 | Time: 2048.87 ms [2022-04-06 11:11:11 main:574] : INFO : Epoch 1914 | loss: 0.0311819 | val_loss: 0.0311872 | Time: 1985.36 ms [2022-04-06 11:11:13 main:574] : INFO : Epoch 1915 | loss: 0.0311828 | val_loss: 0.0311881 | Time: 2039.49 ms [2022-04-06 11:11:15 main:574] : INFO : Epoch 1916 | loss: 0.0311821 | val_loss: 0.0311879 | Time: 1997.32 ms [2022-04-06 11:11:17 main:574] : INFO : Epoch 1917 | loss: 0.031181 | val_loss: 0.0311859 | Time: 1996.28 ms [2022-04-06 11:11:19 main:574] : INFO : Epoch 1918 | loss: 0.0311813 | val_loss: 0.0311926 | Time: 1978.89 ms [2022-04-06 11:11:21 main:574] : INFO : Epoch 1919 | loss: 0.0311832 | val_loss: 0.0311849 | Time: 2032.31 ms [2022-04-06 11:11:23 main:574] : INFO : Epoch 1920 | loss: 0.0311808 | val_loss: 0.0311897 | Time: 2048.77 ms [2022-04-06 11:11:25 main:574] : INFO : Epoch 1921 | loss: 0.0311818 | val_loss: 0.0311884 | Time: 2004.09 ms [2022-04-06 11:11:27 main:574] : INFO : Epoch 1922 | loss: 0.0311851 | val_loss: 0.0311893 | Time: 2004.89 ms [2022-04-06 11:11:29 main:574] : INFO : Epoch 1923 | loss: 0.0311829 | val_loss: 0.0311865 | Time: 1938.18 ms [2022-04-06 11:11:31 main:574] : INFO : Epoch 1924 | loss: 0.0311827 | val_loss: 0.0311895 | Time: 1987.58 ms [2022-04-06 11:11:33 main:574] : INFO : Epoch 1925 | loss: 0.0311809 | val_loss: 0.0311857 | Time: 2012.15 ms [2022-04-06 11:11:35 main:574] : INFO : Epoch 1926 | loss: 0.031179 | val_loss: 0.0311874 | Time: 2028.04 ms [2022-04-06 11:11:37 main:574] : INFO : Epoch 1927 | loss: 0.0311791 | val_loss: 0.0311863 | Time: 1940.1 ms [2022-04-06 11:11:39 main:574] : INFO : Epoch 1928 | loss: 0.0311832 | val_loss: 0.0311861 | Time: 2010.59 ms [2022-04-06 11:11:41 main:574] : INFO : Epoch 1929 | loss: 0.0311793 | val_loss: 0.0311842 | Time: 2051.19 ms [2022-04-06 11:11:43 main:574] : INFO : Epoch 1930 | loss: 0.0311792 | val_loss: 0.0311867 | Time: 1993.8 ms [2022-04-06 11:11:45 main:574] : INFO : Epoch 1931 | loss: 0.0311816 | val_loss: 0.031184 | Time: 1935.91 ms [2022-04-06 11:11:47 main:574] : INFO : Epoch 1932 | loss: 0.0311781 | val_loss: 0.031185 | Time: 1982.53 ms [2022-04-06 11:11:49 main:574] : INFO : Epoch 1933 | loss: 0.0311825 | val_loss: 0.0311858 | Time: 2004.75 ms [2022-04-06 11:11:51 main:574] : INFO : Epoch 1934 | loss: 0.0311804 | val_loss: 0.0311833 | Time: 2000.06 ms [2022-04-06 11:11:53 main:574] : INFO : Epoch 1935 | loss: 0.0311805 | val_loss: 0.0311889 | Time: 2032.69 ms [2022-04-06 11:11:55 main:574] : INFO : Epoch 1936 | loss: 0.031181 | val_loss: 0.0311855 | Time: 2008.11 ms [2022-04-06 11:11:57 main:574] : INFO : Epoch 1937 | loss: 0.0311811 | val_loss: 0.0311913 | Time: 1986.1 ms [2022-04-06 11:11:59 main:574] : INFO : Epoch 1938 | loss: 0.0311789 | val_loss: 0.0311851 | Time: 2000.47 ms [2022-04-06 11:12:01 main:574] : INFO : Epoch 1939 | loss: 0.0311775 | val_loss: 0.0311843 | Time: 1957.13 ms [2022-04-06 11:12:03 main:574] : INFO : Epoch 1940 | loss: 0.0311782 | val_loss: 0.0311849 | Time: 2045.06 ms [2022-04-06 11:12:05 main:574] : INFO : Epoch 1941 | loss: 0.031178 | val_loss: 0.0311828 | Time: 1992.69 ms [2022-04-06 11:12:07 main:574] : INFO : Epoch 1942 | loss: 0.0311789 | val_loss: 0.0311864 | Time: 2049.65 ms [2022-04-06 11:12:09 main:574] : INFO : Epoch 1943 | loss: 0.0311781 | val_loss: 0.0311867 | Time: 2022.11 ms [2022-04-06 11:12:11 main:574] : INFO : Epoch 1944 | loss: 0.0311796 | val_loss: 0.0311847 | Time: 1983.91 ms [2022-04-06 11:12:13 main:574] : INFO : Epoch 1945 | loss: 0.0311793 | val_loss: 0.031189 | Time: 1962.84 ms [2022-04-06 11:12:16 main:574] : INFO : Epoch 1946 | loss: 0.0311785 | val_loss: 0.0311841 | Time: 2065.23 ms [2022-04-06 11:12:17 main:574] : INFO : Epoch 1947 | loss: 0.0311787 | val_loss: 0.0311843 | Time: 1960.36 ms [2022-04-06 11:12:19 main:574] : INFO : Epoch 1948 | loss: 0.0311813 | val_loss: 0.031184 | Time: 1961.16 ms [2022-04-06 11:12:22 main:574] : INFO : Epoch 1949 | loss: 0.0311808 | val_loss: 0.0311877 | Time: 2049.44 ms [2022-04-06 11:12:24 main:574] : INFO : Epoch 1950 | loss: 0.0311829 | val_loss: 0.031186 | Time: 2092.57 ms [2022-04-06 11:12:26 main:574] : INFO : Epoch 1951 | loss: 0.031181 | val_loss: 0.0311838 | Time: 2054.89 ms [2022-04-06 11:12:28 main:574] : INFO : Epoch 1952 | loss: 0.0311802 | val_loss: 0.0311823 | Time: 1993.5 ms [2022-04-06 11:12:30 main:574] : INFO : Epoch 1953 | loss: 0.0311802 | val_loss: 0.0311829 | Time: 2074.22 ms [2022-04-06 11:12:32 main:574] : INFO : Epoch 1954 | loss: 0.0311808 | val_loss: 0.0311831 | Time: 1993.32 ms [2022-04-06 11:12:34 main:574] : INFO : Epoch 1955 | loss: 0.031179 | val_loss: 0.0311815 | Time: 1940.83 ms [2022-04-06 11:12:36 main:574] : INFO : Epoch 1956 | loss: 0.0311786 | val_loss: 0.0311815 | Time: 2005.24 ms [2022-04-06 11:12:38 main:574] : INFO : Epoch 1957 | loss: 0.0311796 | val_loss: 0.031186 | Time: 1987.17 ms [2022-04-06 11:12:40 main:574] : INFO : Epoch 1958 | loss: 0.0311766 | val_loss: 0.031186 | Time: 2080.84 ms [2022-04-06 11:12:42 main:574] : INFO : Epoch 1959 | loss: 0.0311783 | val_loss: 0.0311841 | Time: 2007.01 ms [2022-04-06 11:12:44 main:574] : INFO : Epoch 1960 | loss: 0.0311801 | val_loss: 0.0311836 | Time: 1971.63 ms [2022-04-06 11:12:46 main:574] : INFO : Epoch 1961 | loss: 0.0311772 | val_loss: 0.0311828 | Time: 1979.34 ms [2022-04-06 11:12:48 main:574] : INFO : Epoch 1962 | loss: 0.0311745 | val_loss: 0.0311822 | Time: 2009.52 ms [2022-04-06 11:12:50 main:574] : INFO : Epoch 1963 | loss: 0.031175 | val_loss: 0.0311878 | Time: 2024.7 ms [2022-04-06 11:12:52 main:574] : INFO : Epoch 1964 | loss: 0.0311769 | val_loss: 0.031182 | Time: 1995.58 ms [2022-04-06 11:12:54 main:574] : INFO : Epoch 1965 | loss: 0.0311771 | val_loss: 0.0311968 | Time: 2042.81 ms [2022-04-06 11:12:56 main:574] : INFO : Epoch 1966 | loss: 0.0311767 | val_loss: 0.0311828 | Time: 1980.47 ms [2022-04-06 11:12:58 main:574] : INFO : Epoch 1967 | loss: 0.0311767 | val_loss: 0.0311835 | Time: 1963.63 ms [2022-04-06 11:13:00 main:574] : INFO : Epoch 1968 | loss: 0.0311754 | val_loss: 0.0311836 | Time: 2000.33 ms [2022-04-06 11:13:02 main:574] : INFO : Epoch 1969 | loss: 0.0311748 | val_loss: 0.0311826 | Time: 1956.03 ms [2022-04-06 11:13:04 main:574] : INFO : Epoch 1970 | loss: 0.0311736 | val_loss: 0.0311835 | Time: 2075.42 ms [2022-04-06 11:13:06 main:574] : INFO : Epoch 1971 | loss: 0.0311739 | val_loss: 0.031183 | Time: 2064.67 ms [2022-04-06 11:13:08 main:574] : INFO : Epoch 1972 | loss: 0.0311738 | val_loss: 0.0311814 | Time: 2049.83 ms [2022-04-06 11:13:10 main:574] : INFO : Epoch 1973 | loss: 0.0311734 | val_loss: 0.0311829 | Time: 2083.79 ms [2022-04-06 11:13:12 main:574] : INFO : Epoch 1974 | loss: 0.0311729 | val_loss: 0.0311831 | Time: 1951.17 ms [2022-04-06 11:13:14 main:574] : INFO : Epoch 1975 | loss: 0.0311736 | val_loss: 0.0311898 | Time: 2029.53 ms [2022-04-06 11:13:16 main:574] : INFO : Epoch 1976 | loss: 0.0311762 | val_loss: 0.031183 | Time: 2012.95 ms [2022-04-06 11:13:18 main:574] : INFO : Epoch 1977 | loss: 0.0311756 | val_loss: 0.0311829 | Time: 2031.03 ms [2022-04-06 11:13:20 main:574] : INFO : Epoch 1978 | loss: 0.0311768 | val_loss: 0.031184 | Time: 2049.82 ms [2022-04-06 11:13:22 main:574] : INFO : Epoch 1979 | loss: 0.0311771 | val_loss: 0.0311933 | Time: 2019.52 ms [2022-04-06 11:13:24 main:574] : INFO : Epoch 1980 | loss: 0.0311762 | val_loss: 0.0311856 | Time: 2048.96 ms [2022-04-06 11:13:26 main:574] : INFO : Epoch 1981 | loss: 0.0311739 | val_loss: 0.0311821 | Time: 1998.41 ms [2022-04-06 11:13:29 main:574] : INFO : Epoch 1982 | loss: 0.0311764 | val_loss: 0.0311868 | Time: 2015.12 ms [2022-04-06 11:13:31 main:574] : INFO : Epoch 1983 | loss: 0.0311765 | val_loss: 0.0311852 | Time: 2023.65 ms [2022-04-06 11:13:33 main:574] : INFO : Epoch 1984 | loss: 0.031175 | val_loss: 0.0311814 | Time: 2014 ms [2022-04-06 11:13:35 main:574] : INFO : Epoch 1985 | loss: 0.0311741 | val_loss: 0.0311798 | Time: 2034.36 ms [2022-04-06 11:13:37 main:574] : INFO : Epoch 1986 | loss: 0.0311753 | val_loss: 0.031182 | Time: 2058.87 ms [2022-04-06 11:13:39 main:574] : INFO : Epoch 1987 | loss: 0.0311767 | val_loss: 0.0311832 | Time: 2015.02 ms [2022-04-06 11:13:41 main:574] : INFO : Epoch 1988 | loss: 0.0311776 | val_loss: 0.0311865 | Time: 2079.72 ms [2022-04-06 11:13:43 main:574] : INFO : Epoch 1989 | loss: 0.03118 | val_loss: 0.0311839 | Time: 2043.95 ms [2022-04-06 11:13:45 main:574] : INFO : Epoch 1990 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 2007.51 ms [2022-04-06 11:13:47 main:574] : INFO : Epoch 1991 | loss: 0.0311817 | val_loss: 0.0311841 | Time: 2063.22 ms [2022-04-06 11:13:49 main:574] : INFO : Epoch 1992 | loss: 0.0311801 | val_loss: 0.0311824 | Time: 2095.66 ms [2022-04-06 11:13:51 main:574] : INFO : Epoch 1993 | loss: 0.0311834 | val_loss: 0.0311896 | Time: 2081.81 ms [2022-04-06 11:13:53 main:574] : INFO : Epoch 1994 | loss: 0.0311793 | val_loss: 0.0311817 | Time: 2040.05 ms [2022-04-06 11:13:55 main:574] : INFO : Epoch 1995 | loss: 0.0311769 | val_loss: 0.0311783 | Time: 2053.19 ms [2022-04-06 11:13:58 main:574] : INFO : Epoch 1996 | loss: 0.0311762 | val_loss: 0.0311795 | Time: 2146.07 ms [2022-04-06 11:14:00 main:574] : INFO : Epoch 1997 | loss: 0.0311762 | val_loss: 0.0311817 | Time: 2060.53 ms [2022-04-06 11:14:02 main:574] : INFO : Epoch 1998 | loss: 0.0311755 | val_loss: 0.0311846 | Time: 2063.6 ms [2022-04-06 11:14:04 main:574] : INFO : Epoch 1999 | loss: 0.0311788 | val_loss: 0.031184 | Time: 2092.76 ms [2022-04-06 11:14:06 main:574] : INFO : Epoch 2000 | loss: 0.0311789 | val_loss: 0.0311806 | Time: 2100.74 ms [2022-04-06 11:14:08 main:574] : INFO : Epoch 2001 | loss: 0.031176 | val_loss: 0.0311795 | Time: 2055.69 ms [2022-04-06 11:14:10 main:574] : INFO : Epoch 2002 | loss: 0.0311774 | val_loss: 0.0311883 | Time: 2019.74 ms [2022-04-06 11:14:12 main:574] : INFO : Epoch 2003 | loss: 0.0311756 | val_loss: 0.0311802 | Time: 2061.73 ms [2022-04-06 11:14:14 main:574] : INFO : Epoch 2004 | loss: 0.0311782 | val_loss: 0.031183 | Time: 2103.18 ms [2022-04-06 11:14:16 main:574] : INFO : Epoch 2005 | loss: 0.0311768 | val_loss: 0.0311777 | Time: 2087.87 ms [2022-04-06 11:14:18 main:574] : INFO : Epoch 2006 | loss: 0.0311771 | val_loss: 0.0311779 | Time: 2097.22 ms [2022-04-06 11:14:20 main:574] : INFO : Epoch 2007 | loss: 0.031176 | val_loss: 0.0311782 | Time: 2020.8 ms [2022-04-06 11:14:23 main:574] : INFO : Epoch 2008 | loss: 0.0311757 | val_loss: 0.0311828 | Time: 2081.03 ms [2022-04-06 11:14:25 main:574] : INFO : Epoch 2009 | loss: 0.0311785 | val_loss: 0.0311804 | Time: 2066.16 ms [2022-04-06 11:14:27 main:574] : INFO : Epoch 2010 | loss: 0.0311759 | val_loss: 0.0311781 | Time: 2102.69 ms [2022-04-06 11:14:29 main:574] : INFO : Epoch 2011 | loss: 0.031174 | val_loss: 0.0311799 | Time: 2156.88 ms [2022-04-06 11:14:31 main:574] : INFO : Epoch 2012 | loss: 0.0311739 | val_loss: 0.0311828 | Time: 2119.77 ms [2022-04-06 11:14:33 main:574] : INFO : Epoch 2013 | loss: 0.0311746 | val_loss: 0.031179 | Time: 2093.75 ms [2022-04-06 11:14:35 main:574] : INFO : Epoch 2014 | loss: 0.0311733 | val_loss: 0.0311774 | Time: 2078.77 ms [2022-04-06 11:14:37 main:574] : INFO : Epoch 2015 | loss: 0.0311724 | val_loss: 0.031179 | Time: 2135.71 ms [2022-04-06 11:14:40 main:574] : INFO : Epoch 2016 | loss: 0.0311729 | val_loss: 0.031178 | Time: 2107.26 ms [2022-04-06 11:14:42 main:574] : INFO : Epoch 2017 | loss: 0.0311715 | val_loss: 0.0311782 | Time: 2063.47 ms [2022-04-06 11:14:44 main:574] : INFO : Epoch 2018 | loss: 0.031173 | val_loss: 0.0311798 | Time: 2076.22 ms [2022-04-06 11:14:46 main:574] : INFO : Epoch 2019 | loss: 0.0311779 | val_loss: 0.0311804 | Time: 2127.19 ms [2022-04-06 11:14:48 main:574] : INFO : Epoch 2020 | loss: 0.0311742 | val_loss: 0.0311759 | Time: 2095.07 ms [2022-04-06 11:14:50 main:574] : INFO : Epoch 2021 | loss: 0.0311727 | val_loss: 0.0311765 | Time: 2045.07 ms [2022-04-06 11:14:52 main:574] : INFO : Epoch 2022 | loss: 0.0311714 | val_loss: 0.031177 | Time: 2157.07 ms [2022-04-06 11:14:54 main:574] : INFO : Epoch 2023 | loss: 0.0311729 | val_loss: 0.0311762 | Time: 2100.97 ms [2022-04-06 11:14:56 main:574] : INFO : Epoch 2024 | loss: 0.0311719 | val_loss: 0.031177 | Time: 2096.94 ms [2022-04-06 11:14:59 main:574] : INFO : Epoch 2025 | loss: 0.0311715 | val_loss: 0.0311801 | Time: 2141.97 ms [2022-04-06 11:15:01 main:574] : INFO : Epoch 2026 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 2089.54 ms [2022-04-06 11:15:03 main:574] : INFO : Epoch 2027 | loss: 0.0311721 | val_loss: 0.0311755 | Time: 2109 ms [2022-04-06 11:15:05 main:574] : INFO : Epoch 2028 | loss: 0.0311733 | val_loss: 0.0311781 | Time: 2074.03 ms [2022-04-06 11:15:07 main:574] : INFO : Epoch 2029 | loss: 0.0311733 | val_loss: 0.0311787 | Time: 2078.65 ms [2022-04-06 11:15:09 main:574] : INFO : Epoch 2030 | loss: 0.031173 | val_loss: 0.031185 | Time: 2056.7 ms [2022-04-06 11:15:11 main:574] : INFO : Epoch 2031 | loss: 0.0311736 | val_loss: 0.03118 | Time: 2056.16 ms [2022-04-06 11:15:13 main:574] : INFO : Epoch 2032 | loss: 0.0311731 | val_loss: 0.0311752 | Time: 2077.9 ms [2022-04-06 11:15:15 main:574] : INFO : Epoch 2033 | loss: 0.0311702 | val_loss: 0.0311766 | Time: 2057.31 ms [2022-04-06 11:15:17 main:574] : INFO : Epoch 2034 | loss: 0.0311709 | val_loss: 0.0311752 | Time: 2073.11 ms [2022-04-06 11:15:20 main:574] : INFO : Epoch 2035 | loss: 0.0311704 | val_loss: 0.0311745 | Time: 2161.45 ms [2022-04-06 11:15:22 main:574] : INFO : Epoch 2036 | loss: 0.0311727 | val_loss: 0.0311814 | Time: 2083.23 ms [2022-04-06 11:15:24 main:574] : INFO : Epoch 2037 | loss: 0.0311737 | val_loss: 0.0311794 | Time: 2047.92 ms [2022-04-06 11:15:26 main:574] : INFO : Epoch 2038 | loss: 0.0311713 | val_loss: 0.0311806 | Time: 2122.62 ms [2022-04-06 11:15:28 main:574] : INFO : Epoch 2039 | loss: 0.0311718 | val_loss: 0.0311749 | Time: 2106.84 ms [2022-04-06 11:15:30 main:574] : INFO : Epoch 2040 | loss: 0.0311696 | val_loss: 0.0311738 | Time: 2154.65 ms [2022-04-06 11:15:32 main:574] : INFO : Epoch 2041 | loss: 0.0311718 | val_loss: 0.0311799 | Time: 2025.89 ms [2022-04-06 11:15:34 main:574] : INFO : Epoch 2042 | loss: 0.0311726 | val_loss: 0.0311731 | Time: 2073.84 ms [2022-04-06 11:15:36 main:574] : INFO : Epoch 2043 | loss: 0.0311693 | val_loss: 0.0311738 | Time: 2099.55 ms [2022-04-06 11:15:38 main:574] : INFO : Epoch 2044 | loss: 0.0311682 | val_loss: 0.0311736 | Time: 2021 ms [2022-04-06 11:15:41 main:574] : INFO : Epoch 2045 | loss: 0.0311682 | val_loss: 0.031174 | Time: 2041.19 ms [2022-04-06 11:15:43 main:574] : INFO : Epoch 2046 | loss: 0.0311708 | val_loss: 0.0311733 | Time: 2149.04 ms [2022-04-06 11:15:45 main:574] : INFO : Epoch 2047 | loss: 0.0311694 | val_loss: 0.0311745 | Time: 2050.17 ms [2022-04-06 11:15:47 main:574] : INFO : Epoch 2048 | loss: 0.0311691 | val_loss: 0.0311756 | Time: 2076.81 ms [2022-04-06 11:15:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311756 [2022-04-06 11:15:47 main:603] : INFO : Saving end state to config to file [2022-04-06 11:15:47 main:608] : INFO : Success, exiting.. 11:15:47 (6056): 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)