Task 3775630
| Name | ParityModified-1608176147-9379-5_2 |
| Workunit | 1832060 |
| Created | 22 Jan 2021, 8:40:32 UTC |
| Sent | 22 Jan 2021, 8:59:54 UTC |
| Report deadline | 29 Jan 2021, 8:59:54 UTC |
| Received | 22 Jan 2021, 11:16:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 1 hours 8 min 24 sec |
| CPU time | 1 hours 4 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 13,452.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2021-01-22 01:59:02 main:574] : INFO : Epoch 1542 | loss: 0.031196 | val_loss: 0.03121 | Time: 1918.98 ms [2021-01-22 01:59:04 main:574] : INFO : Epoch 1543 | loss: 0.0311975 | val_loss: 0.0312114 | Time: 1991.24 ms [2021-01-22 01:59:06 main:574] : INFO : Epoch 1544 | loss: 0.031198 | val_loss: 0.0312123 | Time: 1915.56 ms [2021-01-22 01:59:08 main:574] : INFO : Epoch 1545 | loss: 0.0311967 | val_loss: 0.03121 | Time: 1892.92 ms [2021-01-22 01:59:10 main:574] : INFO : Epoch 1546 | loss: 0.0311964 | val_loss: 0.0312063 | Time: 2071.09 ms [2021-01-22 01:59:12 main:574] : INFO : Epoch 1547 | loss: 0.0311957 | val_loss: 0.0312039 | Time: 1971.29 ms [2021-01-22 01:59:14 main:574] : INFO : Epoch 1548 | loss: 0.0311951 | val_loss: 0.0312046 | Time: 1990.53 ms [2021-01-22 01:59:16 main:574] : INFO : Epoch 1549 | loss: 0.0311952 | val_loss: 0.0312045 | Time: 1910.04 ms [2021-01-22 01:59:18 main:574] : INFO : Epoch 1550 | loss: 0.0311957 | val_loss: 0.0312051 | Time: 1933.57 ms [2021-01-22 01:59:20 main:574] : INFO : Epoch 1551 | loss: 0.0311975 | val_loss: 0.031204 | Time: 2130.55 ms [2021-01-22 01:59:22 main:574] : INFO : Epoch 1552 | loss: 0.0311953 | val_loss: 0.0312088 | Time: 2026.53 ms [2021-01-22 01:59:24 main:574] : INFO : Epoch 1553 | loss: 0.0311969 | val_loss: 0.0312063 | Time: 1959.54 ms [2021-01-22 01:59:26 main:574] : INFO : Epoch 1554 | loss: 0.031195 | val_loss: 0.0312049 | Time: 1901.43 ms [2021-01-22 01:59:28 main:574] : INFO : Epoch 1555 | loss: 0.0311964 | val_loss: 0.0312089 | Time: 1922.88 ms [2021-01-22 01:59:30 main:574] : INFO : Epoch 1556 | loss: 0.0311964 | val_loss: 0.0312059 | Time: 1886.63 ms [2021-01-22 01:59:32 main:574] : INFO : Epoch 1557 | loss: 0.031195 | val_loss: 0.0312057 | Time: 1991.49 ms [2021-01-22 01:59:34 main:574] : INFO : Epoch 1558 | loss: 0.0311948 | val_loss: 0.0312041 | Time: 2102.12 ms [2021-01-22 01:59:36 main:574] : INFO : Epoch 1559 | loss: 0.0311942 | val_loss: 0.0312045 | Time: 1880.69 ms [2021-01-22 01:59:38 main:574] : INFO : Epoch 1560 | loss: 0.0311942 | val_loss: 0.0312062 | Time: 2090.91 ms [2021-01-22 01:59:41 main:574] : INFO : Epoch 1561 | loss: 0.0311963 | val_loss: 0.031205 | Time: 2045.59 ms [2021-01-22 01:59:42 main:574] : INFO : Epoch 1562 | loss: 0.0311991 | val_loss: 0.0312073 | Time: 1920.53 ms [2021-01-22 01:59:44 main:574] : INFO : Epoch 1563 | loss: 0.0311992 | val_loss: 0.031206 | Time: 1924.1 ms [2021-01-22 01:59:46 main:574] : INFO : Epoch 1564 | loss: 0.0311976 | val_loss: 0.0312062 | Time: 1957.89 ms [2021-01-22 01:59:48 main:574] : INFO : Epoch 1565 | loss: 0.031198 | val_loss: 0.031207 | Time: 1924.81 ms [2021-01-22 01:59:50 main:574] : INFO : Epoch 1566 | loss: 0.0312001 | val_loss: 0.0312067 | Time: 2084.84 ms [2021-01-22 01:59:53 main:574] : INFO : Epoch 1567 | loss: 0.0312002 | val_loss: 0.0312091 | Time: 2091.37 ms [2021-01-22 01:59:55 main:574] : INFO : Epoch 1568 | loss: 0.0312013 | val_loss: 0.0312057 | Time: 2007.21 ms [2021-01-22 01:59:57 main:574] : INFO : Epoch 1569 | loss: 0.0311982 | val_loss: 0.0312042 | Time: 2000.65 ms [2021-01-22 01:59:59 main:574] : INFO : Epoch 1570 | loss: 0.0311971 | val_loss: 0.031204 | Time: 2103.53 ms [2021-01-22 02:00:01 main:574] : INFO : Epoch 1571 | loss: 0.0311995 | val_loss: 0.0312185 | Time: 1926 ms [2021-01-22 02:00:03 main:574] : INFO : Epoch 1572 | loss: 0.0312056 | val_loss: 0.0312079 | Time: 1904.52 ms [2021-01-22 02:00:05 main:574] : INFO : Epoch 1573 | loss: 0.0311998 | val_loss: 0.0312087 | Time: 1879.47 ms [2021-01-22 02:00:07 main:574] : INFO : Epoch 1574 | loss: 0.0312011 | val_loss: 0.031207 | Time: 2057.28 ms [2021-01-22 02:00:09 main:574] : INFO : Epoch 1575 | loss: 0.031201 | val_loss: 0.0312063 | Time: 1953.51 ms [2021-01-22 02:00:11 main:574] : INFO : Epoch 1576 | loss: 0.0312002 | val_loss: 0.0312083 | Time: 2035.98 ms [2021-01-22 02:00:13 main:574] : INFO : Epoch 1577 | loss: 0.031199 | val_loss: 0.0312069 | Time: 1981.12 ms [2021-01-22 02:00:15 main:574] : INFO : Epoch 1578 | loss: 0.0312003 | val_loss: 0.0312067 | Time: 1902.72 ms [2021-01-22 02:00:17 main:574] : INFO : Epoch 1579 | loss: 0.0311992 | val_loss: 0.0312076 | Time: 1888.74 ms [2021-01-22 02:00:19 main:574] : INFO : Epoch 1580 | loss: 0.0311974 | val_loss: 0.0312062 | Time: 1934.28 ms [2021-01-22 02:00:21 main:574] : INFO : Epoch 1581 | loss: 0.0311971 | val_loss: 0.0312067 | Time: 2031.86 ms [2021-01-22 02:00:23 main:574] : INFO : Epoch 1582 | loss: 0.0311983 | val_loss: 0.0312114 | Time: 1992.19 ms [2021-01-22 02:00:25 main:574] : INFO : Epoch 1583 | loss: 0.0311993 | val_loss: 0.0312094 | Time: 2074.92 ms [2021-01-22 02:00:27 main:574] : INFO : Epoch 1584 | loss: 0.0312 | val_loss: 0.031207 | Time: 2059.96 ms [2021-01-22 02:00:29 main:574] : INFO : Epoch 1585 | loss: 0.0312011 | val_loss: 0.0312132 | Time: 2012.15 ms [2021-01-22 02:00:31 main:574] : INFO : Epoch 1586 | loss: 0.0312046 | val_loss: 0.0312071 | Time: 2127.58 ms [2021-01-22 02:00:33 main:574] : INFO : Epoch 1587 | loss: 0.0312021 | val_loss: 0.0312082 | Time: 1885.67 ms [2021-01-22 02:00:35 main:574] : INFO : Epoch 1588 | loss: 0.0312041 | val_loss: 0.0312113 | Time: 1917.71 ms [2021-01-22 02:00:37 main:574] : INFO : Epoch 1589 | loss: 0.0312054 | val_loss: 0.0312101 | Time: 2094.59 ms [2021-01-22 02:00:39 main:574] : INFO : Epoch 1590 | loss: 0.0312035 | val_loss: 0.0312095 | Time: 2013.69 ms [2021-01-22 02:00:41 main:574] : INFO : Epoch 1591 | loss: 0.0312028 | val_loss: 0.0312079 | Time: 1949.15 ms [2021-01-22 02:00:43 main:574] : INFO : Epoch 1592 | loss: 0.0312043 | val_loss: 0.0312085 | Time: 1884.2 ms [2021-01-22 02:00:45 main:574] : INFO : Epoch 1593 | loss: 0.0312034 | val_loss: 0.0312109 | Time: 1936.36 ms [2021-01-22 02:00:47 main:574] : INFO : Epoch 1594 | loss: 0.0312032 | val_loss: 0.0312078 | Time: 2016.2 ms [2021-01-22 02:00:49 main:574] : INFO : Epoch 1595 | loss: 0.0312029 | val_loss: 0.0312107 | Time: 2146.54 ms [2021-01-22 02:00:51 main:574] : INFO : Epoch 1596 | loss: 0.031203 | val_loss: 0.0312074 | Time: 1980.92 ms [2021-01-22 02:00:53 main:574] : INFO : Epoch 1597 | loss: 0.0312025 | val_loss: 0.031208 | Time: 2085.03 ms [2021-01-22 02:00:56 main:574] : INFO : Epoch 1598 | loss: 0.0312036 | val_loss: 0.0312083 | Time: 2054.37 ms [2021-01-22 02:00:57 main:574] : INFO : Epoch 1599 | loss: 0.031202 | val_loss: 0.0312072 | Time: 1872.97 ms [2021-01-22 02:00:59 main:574] : INFO : Epoch 1600 | loss: 0.0312018 | val_loss: 0.0312068 | Time: 1992.05 ms [2021-01-22 02:01:01 main:574] : INFO : Epoch 1601 | loss: 0.031202 | val_loss: 0.0312074 | Time: 1917.51 ms [2021-01-22 02:01:03 main:574] : INFO : Epoch 1602 | loss: 0.0312019 | val_loss: 0.0312066 | Time: 2044.06 ms [2021-01-22 02:01:05 main:574] : INFO : Epoch 1603 | loss: 0.031203 | val_loss: 0.0312082 | Time: 1933.55 ms [2021-01-22 02:01:08 main:574] : INFO : Epoch 1604 | loss: 0.031202 | val_loss: 0.0312083 | Time: 2157.77 ms [2021-01-22 02:01:10 main:574] : INFO : Epoch 1605 | loss: 0.0312017 | val_loss: 0.0312086 | Time: 1933.07 ms [2021-01-22 02:01:12 main:574] : INFO : Epoch 1606 | loss: 0.031202 | val_loss: 0.0312073 | Time: 2083.44 ms [2021-01-22 02:01:14 main:574] : INFO : Epoch 1607 | loss: 0.0312006 | val_loss: 0.0312075 | Time: 1891.97 ms [2021-01-22 02:01:16 main:574] : INFO : Epoch 1608 | loss: 0.0312012 | val_loss: 0.0312077 | Time: 1913.29 ms [2021-01-22 02:01:18 main:574] : INFO : Epoch 1609 | loss: 0.0312007 | val_loss: 0.0312088 | Time: 2003.53 ms [2021-01-22 02:01:20 main:574] : INFO : Epoch 1610 | loss: 0.0312008 | val_loss: 0.0312078 | Time: 1892.64 ms [2021-01-22 02:01:21 main:574] : INFO : Epoch 1611 | loss: 0.0312008 | val_loss: 0.0312125 | Time: 1933.51 ms [2021-01-22 02:01:23 main:574] : INFO : Epoch 1612 | loss: 0.0312018 | val_loss: 0.0312095 | Time: 1913.57 ms [2021-01-22 02:01:26 main:574] : INFO : Epoch 1613 | loss: 0.0312021 | val_loss: 0.0312081 | Time: 2020.79 ms [2021-01-22 02:01:27 main:574] : INFO : Epoch 1614 | loss: 0.0312023 | val_loss: 0.0312127 | Time: 1915.69 ms [2021-01-22 02:01:29 main:574] : INFO : Epoch 1615 | loss: 0.0312039 | val_loss: 0.0312091 | Time: 1953.77 ms [2021-01-22 02:01:31 main:574] : INFO : Epoch 1616 | loss: 0.0312023 | val_loss: 0.0312076 | Time: 1938.82 ms [2021-01-22 02:01:33 main:574] : INFO : Epoch 1617 | loss: 0.0312012 | val_loss: 0.0312081 | Time: 1867.36 ms [2021-01-22 02:01:35 main:574] : INFO : Epoch 1618 | loss: 0.0312022 | val_loss: 0.0312096 | Time: 2010.71 ms [2021-01-22 02:01:37 main:574] : INFO : Epoch 1619 | loss: 0.0312033 | val_loss: 0.0312088 | Time: 1940.46 ms [2021-01-22 02:01:39 main:574] : INFO : Epoch 1620 | loss: 0.0312039 | val_loss: 0.0312087 | Time: 2062.89 ms [2021-01-22 02:01:42 main:574] : INFO : Epoch 1621 | loss: 0.0312025 | val_loss: 0.0312081 | Time: 2032.89 ms [2021-01-22 02:01:44 main:574] : INFO : Epoch 1622 | loss: 0.0312015 | val_loss: 0.0312071 | Time: 2013.49 ms [2021-01-22 02:01:45 main:574] : INFO : Epoch 1623 | loss: 0.0312009 | val_loss: 0.0312076 | Time: 1896 ms [2021-01-22 02:01:48 main:574] : INFO : Epoch 1624 | loss: 0.0312012 | val_loss: 0.0312074 | Time: 2076.17 ms [2021-01-22 02:01:50 main:574] : INFO : Epoch 1625 | loss: 0.0312004 | val_loss: 0.0312096 | Time: 1995.99 ms [2021-01-22 02:01:52 main:574] : INFO : Epoch 1626 | loss: 0.0312014 | val_loss: 0.0312075 | Time: 1975.6 ms [2021-01-22 02:01:54 main:574] : INFO : Epoch 1627 | loss: 0.031204 | val_loss: 0.0312081 | Time: 1893.8 ms [2021-01-22 02:01:56 main:574] : INFO : Epoch 1628 | loss: 0.0312029 | val_loss: 0.0312082 | Time: 2129.26 ms [2021-01-22 02:01:58 main:574] : INFO : Epoch 1629 | loss: 0.0312031 | val_loss: 0.031209 | Time: 1925.92 ms [2021-01-22 02:02:00 main:574] : INFO : Epoch 1630 | loss: 0.0312013 | val_loss: 0.0312101 | Time: 1914.66 ms [2021-01-22 02:02:02 main:574] : INFO : Epoch 1631 | loss: 0.0312015 | val_loss: 0.031208 | Time: 1964.36 ms [2021-01-22 02:02:04 main:574] : INFO : Epoch 1632 | loss: 0.0312009 | val_loss: 0.0312085 | Time: 1909.67 ms [2021-01-22 02:02:06 main:574] : INFO : Epoch 1633 | loss: 0.0312027 | val_loss: 0.0312118 | Time: 2026.35 ms [2021-01-22 02:02:08 main:574] : INFO : Epoch 1634 | loss: 0.0312054 | val_loss: 0.0312124 | Time: 2013.67 ms [2021-01-22 02:02:10 main:574] : INFO : Epoch 1635 | loss: 0.0312063 | val_loss: 0.0312116 | Time: 1868.19 ms [2021-01-22 02:02:12 main:574] : INFO : Epoch 1636 | loss: 0.031204 | val_loss: 0.0312097 | Time: 2045.2 ms [2021-01-22 02:02:14 main:574] : INFO : Epoch 1637 | loss: 0.0312085 | val_loss: 0.0312096 | Time: 1989.14 ms [2021-01-22 02:02:16 main:574] : INFO : Epoch 1638 | loss: 0.0312067 | val_loss: 0.0312097 | Time: 1966.59 ms [2021-01-22 02:02:18 main:574] : INFO : Epoch 1639 | loss: 0.0312013 | val_loss: 0.0312091 | Time: 2082.55 ms [2021-01-22 02:02:20 main:574] : INFO : Epoch 1640 | loss: 0.0312022 | val_loss: 0.0312081 | Time: 1962.32 ms [2021-01-22 02:02:22 main:574] : INFO : Epoch 1641 | loss: 0.0312004 | val_loss: 0.0312094 | Time: 1968.73 ms [2021-01-22 02:02:24 main:574] : INFO : Epoch 1642 | loss: 0.0312011 | val_loss: 0.0312076 | Time: 2045.66 ms [2021-01-22 02:02:26 main:574] : INFO : Epoch 1643 | loss: 0.0312018 | val_loss: 0.0312101 | Time: 1872.48 ms [2021-01-22 02:02:28 main:574] : INFO : Epoch 1644 | loss: 0.0312043 | val_loss: 0.0312215 | Time: 1922.36 ms [2021-01-22 02:02:30 main:574] : INFO : Epoch 1645 | loss: 0.031215 | val_loss: 0.0312234 | Time: 1929.1 ms [2021-01-22 02:02:32 main:574] : INFO : Epoch 1646 | loss: 0.0312187 | val_loss: 0.0312306 | Time: 1979.83 ms [2021-01-22 02:02:34 main:574] : INFO : Epoch 1647 | loss: 0.0312137 | val_loss: 0.0312165 | Time: 1936.05 ms [2021-01-22 02:02:36 main:574] : INFO : Epoch 1648 | loss: 0.0312068 | val_loss: 0.0312107 | Time: 2024.33 ms [2021-01-22 02:02:38 main:574] : INFO : Epoch 1649 | loss: 0.0312052 | val_loss: 0.031211 | Time: 2083.99 ms [2021-01-22 02:02:40 main:574] : INFO : Epoch 1650 | loss: 0.0312047 | val_loss: 0.0312122 | Time: 2159.93 ms [2021-01-22 02:02:42 main:574] : INFO : Epoch 1651 | loss: 0.031204 | val_loss: 0.0312109 | Time: 2027.5 ms [2021-01-22 02:02:44 main:574] : INFO : Epoch 1652 | loss: 0.0312037 | val_loss: 0.0312105 | Time: 2036.32 ms [2021-01-22 02:02:46 main:574] : INFO : Epoch 1653 | loss: 0.0312039 | val_loss: 0.0312113 | Time: 2042.62 ms [2021-01-22 02:02:48 main:574] : INFO : Epoch 1654 | loss: 0.0312044 | val_loss: 0.0312093 | Time: 2080.47 ms [2021-01-22 02:02:50 main:574] : INFO : Epoch 1655 | loss: 0.0312093 | val_loss: 0.0312178 | Time: 2061.41 ms [2021-01-22 02:02:53 main:574] : INFO : Epoch 1656 | loss: 0.0312102 | val_loss: 0.0312151 | Time: 2056.28 ms [2021-01-22 02:02:55 main:574] : INFO : Epoch 1657 | loss: 0.0312082 | val_loss: 0.0312144 | Time: 2080.56 ms [2021-01-22 02:02:57 main:574] : INFO : Epoch 1658 | loss: 0.0312077 | val_loss: 0.0312163 | Time: 1888.28 ms [2021-01-22 02:02:58 main:574] : INFO : Epoch 1659 | loss: 0.0312072 | val_loss: 0.031213 | Time: 1898.17 ms [2021-01-22 02:03:00 main:574] : INFO : Epoch 1660 | loss: 0.0312072 | val_loss: 0.0312123 | Time: 1899.88 ms [2021-01-22 02:03:02 main:574] : INFO : Epoch 1661 | loss: 0.0312044 | val_loss: 0.0312135 | Time: 1888.74 ms [2021-01-22 02:03:04 main:574] : INFO : Epoch 1662 | loss: 0.0312045 | val_loss: 0.0312124 | Time: 1909.98 ms [2021-01-22 02:03:06 main:574] : INFO : Epoch 1663 | loss: 0.031203 | val_loss: 0.0312104 | Time: 1890.93 ms [2021-01-22 02:03:08 main:574] : INFO : Epoch 1664 | loss: 0.0312033 | val_loss: 0.0312098 | Time: 1927.82 ms [2021-01-22 02:03:10 main:574] : INFO : Epoch 1665 | loss: 0.0312021 | val_loss: 0.03121 | Time: 2084.43 ms [2021-01-22 02:03:12 main:574] : INFO : Epoch 1666 | loss: 0.0312028 | val_loss: 0.0312094 | Time: 1858.95 ms [2021-01-22 02:03:14 main:574] : INFO : Epoch 1667 | loss: 0.031203 | val_loss: 0.0312098 | Time: 1920.48 ms [2021-01-22 02:03:16 main:574] : INFO : Epoch 1668 | loss: 0.0312048 | val_loss: 0.0312093 | Time: 1873.09 ms [2021-01-22 02:03:18 main:574] : INFO : Epoch 1669 | loss: 0.0312037 | val_loss: 0.0312099 | Time: 1949.2 ms [2021-01-22 02:03:20 main:574] : INFO : Epoch 1670 | loss: 0.0312045 | val_loss: 0.0312084 | Time: 1979.26 ms [2021-01-22 02:03:22 main:574] : INFO : Epoch 1671 | loss: 0.0312046 | val_loss: 0.0312128 | Time: 2023.62 ms [2021-01-22 02:03:24 main:574] : INFO : Epoch 1672 | loss: 0.0312042 | val_loss: 0.0312093 | Time: 1945.88 ms [2021-01-22 02:03:26 main:574] : INFO : Epoch 1673 | loss: 0.0312037 | val_loss: 0.0312114 | Time: 1961.78 ms [2021-01-22 02:03:28 main:574] : INFO : Epoch 1674 | loss: 0.0312051 | val_loss: 0.0312106 | Time: 1883.31 ms [2021-01-22 02:03:30 main:574] : INFO : Epoch 1675 | loss: 0.0312029 | val_loss: 0.0312085 | Time: 1911.26 ms [2021-01-22 02:03:32 main:574] : INFO : Epoch 1676 | loss: 0.0312034 | val_loss: 0.0312079 | Time: 2094.08 ms [2021-01-22 02:03:34 main:574] : INFO : Epoch 1677 | loss: 0.031201 | val_loss: 0.0312087 | Time: 1930.69 ms [2021-01-22 02:03:36 main:574] : INFO : Epoch 1678 | loss: 0.0312037 | val_loss: 0.0312161 | Time: 1882.81 ms [2021-01-22 02:03:38 main:574] : INFO : Epoch 1679 | loss: 0.0312052 | val_loss: 0.0312099 | Time: 1982.61 ms [2021-01-22 02:03:40 main:574] : INFO : Epoch 1680 | loss: 0.0312005 | val_loss: 0.0312084 | Time: 2044.02 ms [2021-01-22 02:03:42 main:574] : INFO : Epoch 1681 | loss: 0.0312045 | val_loss: 0.0312082 | Time: 2146.1 ms [2021-01-22 02:03:44 main:574] : INFO : Epoch 1682 | loss: 0.0312009 | val_loss: 0.0312111 | Time: 2090.22 ms [2021-01-22 02:03:46 main:574] : INFO : Epoch 1683 | loss: 0.0312016 | val_loss: 0.0312077 | Time: 2066.94 ms [2021-01-22 02:03:48 main:574] : INFO : Epoch 1684 | loss: 0.0312002 | val_loss: 0.031211 | Time: 2086.3 ms [2021-01-22 02:03:51 main:574] : INFO : Epoch 1685 | loss: 0.0311995 | val_loss: 0.0312079 | Time: 2040.43 ms [2021-01-22 02:03:53 main:574] : INFO : Epoch 1686 | loss: 0.0312005 | val_loss: 0.0312079 | Time: 2095.16 ms [2021-01-22 02:03:55 main:574] : INFO : Epoch 1687 | loss: 0.0312009 | val_loss: 0.03121 | Time: 2037.91 ms [2021-01-22 02:03:57 main:574] : INFO : Epoch 1688 | loss: 0.0312019 | val_loss: 0.0312079 | Time: 2058.57 ms [2021-01-22 02:03:59 main:574] : INFO : Epoch 1689 | loss: 0.0312024 | val_loss: 0.0312076 | Time: 1952.59 ms [2021-01-22 02:04:01 main:574] : INFO : Epoch 1690 | loss: 0.0312003 | val_loss: 0.0312077 | Time: 1898.05 ms [2021-01-22 02:04:03 main:574] : INFO : Epoch 1691 | loss: 0.0312006 | val_loss: 0.0312078 | Time: 1887.04 ms [2021-01-22 02:04:05 main:574] : INFO : Epoch 1692 | loss: 0.0312005 | val_loss: 0.0312087 | Time: 1916.23 ms [2021-01-22 02:04:07 main:574] : INFO : Epoch 1693 | loss: 0.0312005 | val_loss: 0.0312076 | Time: 1956.65 ms [2021-01-22 02:04:09 main:574] : INFO : Epoch 1694 | loss: 0.0311997 | val_loss: 0.0312081 | Time: 1892.3 ms [2021-01-22 02:04:11 main:574] : INFO : Epoch 1695 | loss: 0.0312005 | val_loss: 0.0312082 | Time: 2016.54 ms [2021-01-22 02:04:12 main:574] : INFO : Epoch 1696 | loss: 0.0312004 | val_loss: 0.0312087 | Time: 1909.64 ms [2021-01-22 02:04:14 main:574] : INFO : Epoch 1697 | loss: 0.0312004 | val_loss: 0.0312095 | Time: 1895.07 ms [2021-01-22 02:04:16 main:574] : INFO : Epoch 1698 | loss: 0.0312009 | val_loss: 0.0312096 | Time: 1997.31 ms [2021-01-22 02:04:18 main:574] : INFO : Epoch 1699 | loss: 0.0311997 | val_loss: 0.0312082 | Time: 1976.74 ms [2021-01-22 02:04:21 main:574] : INFO : Epoch 1700 | loss: 0.0311996 | val_loss: 0.0312098 | Time: 2017.36 ms [2021-01-22 02:04:22 main:574] : INFO : Epoch 1701 | loss: 0.031201 | val_loss: 0.0312099 | Time: 1927.22 ms [2021-01-22 02:04:24 main:574] : INFO : Epoch 1702 | loss: 0.0311994 | val_loss: 0.0312106 | Time: 1893.26 ms [2021-01-22 02:04:26 main:574] : INFO : Epoch 1703 | loss: 0.0312003 | val_loss: 0.0312076 | Time: 2057.37 ms [2021-01-22 02:04:28 main:574] : INFO : Epoch 1704 | loss: 0.0312 | val_loss: 0.0312076 | Time: 1917.63 ms [2021-01-22 02:04:30 main:574] : INFO : Epoch 1705 | loss: 0.0312025 | val_loss: 0.0312118 | Time: 1859.3 ms [2021-01-22 02:04:32 main:574] : INFO : Epoch 1706 | loss: 0.0312 | val_loss: 0.031209 | Time: 2035.26 ms [2021-01-22 02:04:34 main:574] : INFO : Epoch 1707 | loss: 0.0312006 | val_loss: 0.0312121 | Time: 2062.15 ms [2021-01-22 02:04:37 main:574] : INFO : Epoch 1708 | loss: 0.0311993 | val_loss: 0.0312092 | Time: 2038.1 ms [2021-01-22 02:04:38 main:574] : INFO : Epoch 1709 | loss: 0.0311986 | val_loss: 0.0312099 | Time: 1898.54 ms [2021-01-22 02:04:40 main:574] : INFO : Epoch 1710 | loss: 0.0311976 | val_loss: 0.0312083 | Time: 1923.65 ms [2021-01-22 02:04:42 main:574] : INFO : Epoch 1711 | loss: 0.0311977 | val_loss: 0.0312077 | Time: 1925.36 ms [2021-01-22 02:04:44 main:574] : INFO : Epoch 1712 | loss: 0.0311973 | val_loss: 0.0312094 | Time: 2111.54 ms [2021-01-22 02:04:46 main:574] : INFO : Epoch 1713 | loss: 0.0312001 | val_loss: 0.0312117 | Time: 1865.04 ms [2021-01-22 02:04:48 main:574] : INFO : Epoch 1714 | loss: 0.0311975 | val_loss: 0.0312083 | Time: 2057.6 ms [2021-01-22 02:04:50 main:574] : INFO : Epoch 1715 | loss: 0.0311987 | val_loss: 0.0312109 | Time: 1959.63 ms [2021-01-22 02:04:52 main:574] : INFO : Epoch 1716 | loss: 0.0311978 | val_loss: 0.0312081 | Time: 1926.12 ms [2021-01-22 02:04:54 main:574] : INFO : Epoch 1717 | loss: 0.0312 | val_loss: 0.0312149 | Time: 1967.59 ms [2021-01-22 02:04:56 main:574] : INFO : Epoch 1718 | loss: 0.0312018 | val_loss: 0.031211 | Time: 1955.53 ms [2021-01-22 02:04:58 main:574] : INFO : Epoch 1719 | loss: 0.0312005 | val_loss: 0.0312195 | Time: 1942.47 ms [2021-01-22 02:05:00 main:574] : INFO : Epoch 1720 | loss: 0.0312029 | val_loss: 0.03121 | Time: 1944.45 ms [2021-01-22 02:05:02 main:574] : INFO : Epoch 1721 | loss: 0.0311977 | val_loss: 0.0312075 | Time: 1920.64 ms [2021-01-22 02:05:04 main:574] : INFO : Epoch 1722 | loss: 0.0311967 | val_loss: 0.0312084 | Time: 1975.94 ms [2021-01-22 02:05:06 main:574] : INFO : Epoch 1723 | loss: 0.0311974 | val_loss: 0.0312105 | Time: 2098.3 ms [2021-01-22 02:05:08 main:574] : INFO : Epoch 1724 | loss: 0.0311974 | val_loss: 0.0312082 | Time: 1945.84 ms [2021-01-22 02:05:10 main:574] : INFO : Epoch 1725 | loss: 0.0311972 | val_loss: 0.0312105 | Time: 1991.44 ms [2021-01-22 02:05:12 main:574] : INFO : Epoch 1726 | loss: 0.0312022 | val_loss: 0.03121 | Time: 1932.69 ms [2021-01-22 02:05:14 main:574] : INFO : Epoch 1727 | loss: 0.031206 | val_loss: 0.0312091 | Time: 1884.03 ms [2021-01-22 02:05:16 main:574] : INFO : Epoch 1728 | loss: 0.0312055 | val_loss: 0.0312142 | Time: 2114.18 ms [2021-01-22 02:05:18 main:574] : INFO : Epoch 1729 | loss: 0.0312044 | val_loss: 0.03121 | Time: 1910.6 ms [2021-01-22 02:05:20 main:574] : INFO : Epoch 1730 | loss: 0.0312027 | val_loss: 0.0312098 | Time: 1916.52 ms [2021-01-22 02:05:22 main:574] : INFO : Epoch 1731 | loss: 0.0312045 | val_loss: 0.0312122 | Time: 1888.83 ms [2021-01-22 02:05:24 main:574] : INFO : Epoch 1732 | loss: 0.0312049 | val_loss: 0.0312116 | Time: 2058.55 ms [2021-01-22 02:05:26 main:574] : INFO : Epoch 1733 | loss: 0.0312037 | val_loss: 0.0312101 | Time: 1884.53 ms [2021-01-22 02:05:28 main:574] : INFO : Epoch 1734 | loss: 0.0312092 | val_loss: 0.031212 | Time: 2052.34 ms [2021-01-22 02:05:30 main:574] : INFO : Epoch 1735 | loss: 0.0312076 | val_loss: 0.0312112 | Time: 1957.98 ms [2021-01-22 02:05:32 main:574] : INFO : Epoch 1736 | loss: 0.0312053 | val_loss: 0.0312087 | Time: 1911.56 ms [2021-01-22 02:05:34 main:574] : INFO : Epoch 1737 | loss: 0.0312055 | val_loss: 0.0312093 | Time: 2081.08 ms [2021-01-22 02:05:36 main:574] : INFO : Epoch 1738 | loss: 0.0312042 | val_loss: 0.0312116 | Time: 1942.43 ms [2021-01-22 02:05:38 main:574] : INFO : Epoch 1739 | loss: 0.0312041 | val_loss: 0.0312098 | Time: 1932.83 ms [2021-01-22 02:05:40 main:574] : INFO : Epoch 1740 | loss: 0.0312026 | val_loss: 0.0312093 | Time: 1925.67 ms [2021-01-22 02:05:42 main:574] : INFO : Epoch 1741 | loss: 0.0312028 | val_loss: 0.0312099 | Time: 2103.01 ms [2021-01-22 02:05:45 main:574] : INFO : Epoch 1742 | loss: 0.0312018 | val_loss: 0.0312081 | Time: 2102.51 ms [2021-01-22 02:05:47 main:574] : INFO : Epoch 1743 | loss: 0.0312034 | val_loss: 0.0312108 | Time: 1916.14 ms [2021-01-22 02:05:48 main:574] : INFO : Epoch 1744 | loss: 0.0312036 | val_loss: 0.0312099 | Time: 1929.64 ms [2021-01-22 02:05:51 main:574] : INFO : Epoch 1745 | loss: 0.031202 | val_loss: 0.0312118 | Time: 2010.3 ms [2021-01-22 02:05:53 main:574] : INFO : Epoch 1746 | loss: 0.0312027 | val_loss: 0.0312084 | Time: 2094.74 ms [2021-01-22 02:05:55 main:574] : INFO : Epoch 1747 | loss: 0.0312018 | val_loss: 0.0312112 | Time: 1870.65 ms [2021-01-22 02:05:57 main:574] : INFO : Epoch 1748 | loss: 0.0312026 | val_loss: 0.0312069 | Time: 2043.03 ms [2021-01-22 02:05:59 main:574] : INFO : Epoch 1749 | loss: 0.0312016 | val_loss: 0.0312078 | Time: 1925.59 ms [2021-01-22 02:06:01 main:574] : INFO : Epoch 1750 | loss: 0.0312017 | val_loss: 0.0312159 | Time: 1938.5 ms [2021-01-22 02:06:02 main:574] : INFO : Epoch 1751 | loss: 0.0312055 | val_loss: 0.0312106 | Time: 1890.21 ms [2021-01-22 02:06:04 main:574] : INFO : Epoch 1752 | loss: 0.0312048 | val_loss: 0.0312074 | Time: 1888.34 ms [2021-01-22 02:06:06 main:574] : INFO : Epoch 1753 | loss: 0.0312023 | val_loss: 0.031209 | Time: 2078.06 ms [2021-01-22 02:06:08 main:574] : INFO : Epoch 1754 | loss: 0.0312011 | val_loss: 0.0312063 | Time: 1934.88 ms [2021-01-22 02:06:10 main:574] : INFO : Epoch 1755 | loss: 0.0312002 | val_loss: 0.031207 | Time: 1999.05 ms [2021-01-22 02:06:12 main:574] : INFO : Epoch 1756 | loss: 0.0312003 | val_loss: 0.0312078 | Time: 1899.68 ms [2021-01-22 02:06:14 main:574] : INFO : Epoch 1757 | loss: 0.0312004 | val_loss: 0.0312088 | Time: 1868.39 ms [2021-01-22 02:06:16 main:574] : INFO : Epoch 1758 | loss: 0.0312008 | val_loss: 0.0312075 | Time: 1990.26 ms [2021-01-22 02:06:18 main:574] : INFO : Epoch 1759 | loss: 0.0311993 | val_loss: 0.031207 | Time: 2058.86 ms [2021-01-22 02:06:20 main:574] : INFO : Epoch 1760 | loss: 0.0312004 | val_loss: 0.031207 | Time: 1917.68 ms [2021-01-22 02:06:22 main:574] : INFO : Epoch 1761 | loss: 0.0312011 | val_loss: 0.031209 | Time: 1927.98 ms [2021-01-22 02:06:24 main:574] : INFO : Epoch 1762 | loss: 0.0312012 | val_loss: 0.0312082 | Time: 2000.15 ms [2021-01-22 02:06:26 main:574] : INFO : Epoch 1763 | loss: 0.0311996 | val_loss: 0.0312079 | Time: 1895.5 ms [2021-01-22 02:06:28 main:574] : INFO : Epoch 1764 | loss: 0.0311996 | val_loss: 0.0312093 | Time: 1968.92 ms [2021-01-22 02:06:30 main:574] : INFO : Epoch 1765 | loss: 0.0311999 | val_loss: 0.0312081 | Time: 1984.65 ms [2021-01-22 02:06:32 main:574] : INFO : Epoch 1766 | loss: 0.0312005 | val_loss: 0.0312075 | Time: 1935.48 ms [2021-01-22 02:06:34 main:574] : INFO : Epoch 1767 | loss: 0.0312022 | val_loss: 0.0312069 | Time: 1880.66 ms [2021-01-22 02:06:36 main:574] : INFO : Epoch 1768 | loss: 0.0312002 | val_loss: 0.0312062 | Time: 1909.47 ms [2021-01-22 02:06:38 main:574] : INFO : Epoch 1769 | loss: 0.0311995 | val_loss: 0.0312077 | Time: 2000.43 ms [2021-01-22 02:06:40 main:574] : INFO : Epoch 1770 | loss: 0.0311999 | val_loss: 0.031206 | Time: 1888.53 ms [2021-01-22 02:06:42 main:574] : INFO : Epoch 1771 | loss: 0.0312004 | val_loss: 0.0312083 | Time: 1952.89 ms [2021-01-22 02:06:44 main:574] : INFO : Epoch 1772 | loss: 0.0312016 | val_loss: 0.0312068 | Time: 1958.29 ms [2021-01-22 02:06:46 main:574] : INFO : Epoch 1773 | loss: 0.0312012 | val_loss: 0.0312089 | Time: 1996.81 ms [2021-01-22 02:06:48 main:574] : INFO : Epoch 1774 | loss: 0.0312033 | val_loss: 0.0312092 | Time: 1889.71 ms [2021-01-22 02:06:50 main:574] : INFO : Epoch 1775 | loss: 0.0312035 | val_loss: 0.0312095 | Time: 1968.11 ms [2021-01-22 02:06:52 main:574] : INFO : Epoch 1776 | loss: 0.0312018 | val_loss: 0.0312111 | Time: 1909.01 ms [2021-01-22 02:06:54 main:574] : INFO : Epoch 1777 | loss: 0.0312007 | val_loss: 0.0312082 | Time: 1964.1 ms [2021-01-22 02:06:56 main:574] : INFO : Epoch 1778 | loss: 0.0312003 | val_loss: 0.0312091 | Time: 1891.03 ms [2021-01-22 02:06:58 main:574] : INFO : Epoch 1779 | loss: 0.0311999 | val_loss: 0.0312086 | Time: 1916.28 ms [2021-01-22 02:07:00 main:574] : INFO : Epoch 1780 | loss: 0.0311998 | val_loss: 0.0312085 | Time: 2037.89 ms [2021-01-22 02:07:02 main:574] : INFO : Epoch 1781 | loss: 0.0312014 | val_loss: 0.0312088 | Time: 2059.38 ms [2021-01-22 02:07:04 main:574] : INFO : Epoch 1782 | loss: 0.0311996 | val_loss: 0.0312099 | Time: 1949.26 ms [2021-01-22 02:07:06 main:574] : INFO : Epoch 1783 | loss: 0.0312067 | val_loss: 0.0312139 | Time: 2081.76 ms [2021-01-22 02:07:08 main:574] : INFO : Epoch 1784 | loss: 0.031209 | val_loss: 0.0312124 | Time: 2014.42 ms [2021-01-22 02:07:10 main:574] : INFO : Epoch 1785 | loss: 0.0312088 | val_loss: 0.0312134 | Time: 1975.93 ms [2021-01-22 02:07:12 main:574] : INFO : Epoch 1786 | loss: 0.0312063 | val_loss: 0.0312109 | Time: 2054.07 ms [2021-01-22 02:07:14 main:574] : INFO : Epoch 1787 | loss: 0.031205 | val_loss: 0.0312097 | Time: 1898.75 ms [2021-01-22 02:07:16 main:574] : INFO : Epoch 1788 | loss: 0.0312044 | val_loss: 0.0312104 | Time: 1911.44 ms [2021-01-22 02:07:18 main:574] : INFO : Epoch 1789 | loss: 0.0312056 | val_loss: 0.0312154 | Time: 1948.03 ms [2021-01-22 02:07:20 main:574] : INFO : Epoch 1790 | loss: 0.0312044 | val_loss: 0.0312124 | Time: 2021.78 ms [2021-01-22 02:07:22 main:574] : INFO : Epoch 1791 | loss: 0.0312053 | val_loss: 0.0312101 | Time: 1878.79 ms [2021-01-22 02:07:24 main:574] : INFO : Epoch 1792 | loss: 0.0312035 | val_loss: 0.0312093 | Time: 1907.3 ms [2021-01-22 02:07:26 main:574] : INFO : Epoch 1793 | loss: 0.0312033 | val_loss: 0.0312093 | Time: 1950.05 ms [2021-01-22 02:07:28 main:574] : INFO : Epoch 1794 | loss: 0.0312032 | val_loss: 0.0312097 | Time: 1901.38 ms [2021-01-22 02:07:30 main:574] : INFO : Epoch 1795 | loss: 0.0312027 | val_loss: 0.0312097 | Time: 2111.84 ms [2021-01-22 02:07:32 main:574] : INFO : Epoch 1796 | loss: 0.0312037 | val_loss: 0.0312103 | Time: 2034.54 ms [2021-01-22 02:07:34 main:574] : INFO : Epoch 1797 | loss: 0.0312033 | val_loss: 0.0312114 | Time: 1926.93 ms [2021-01-22 02:07:36 main:574] : INFO : Epoch 1798 | loss: 0.0312029 | val_loss: 0.0312086 | Time: 1934.4 ms [2021-01-22 02:07:38 main:574] : INFO : Epoch 1799 | loss: 0.0312017 | val_loss: 0.0312092 | Time: 1928.6 ms [2021-01-22 02:07:40 main:574] : INFO : Epoch 1800 | loss: 0.0312026 | val_loss: 0.0312125 | Time: 1961.1 ms [2021-01-22 02:07:42 main:574] : INFO : Epoch 1801 | loss: 0.0312022 | val_loss: 0.0312084 | Time: 2108.17 ms [2021-01-22 02:07:44 main:574] : INFO : Epoch 1802 | loss: 0.0312012 | val_loss: 0.0312084 | Time: 1898.45 ms [2021-01-22 02:07:46 main:574] : INFO : Epoch 1803 | loss: 0.0312016 | val_loss: 0.0312113 | Time: 1930.74 ms [2021-01-22 02:07:48 main:574] : INFO : Epoch 1804 | loss: 0.0312052 | val_loss: 0.0312107 | Time: 2011.02 ms [2021-01-22 02:07:50 main:574] : INFO : Epoch 1805 | loss: 0.0312034 | val_loss: 0.0312113 | Time: 1974.96 ms [2021-01-22 02:07:52 main:574] : INFO : Epoch 1806 | loss: 0.0312032 | val_loss: 0.0312094 | Time: 1857.38 ms [2021-01-22 02:07:54 main:574] : INFO : Epoch 1807 | loss: 0.0312032 | val_loss: 0.0312097 | Time: 1885.97 ms [2021-01-22 02:07:56 main:574] : INFO : Epoch 1808 | loss: 0.0312042 | val_loss: 0.0312104 | Time: 2102.21 ms [2021-01-22 02:07:58 main:574] : INFO : Epoch 1809 | loss: 0.0312037 | val_loss: 0.0312095 | Time: 1891.64 ms [2021-01-22 02:08:00 main:574] : INFO : Epoch 1810 | loss: 0.0312048 | val_loss: 0.0312095 | Time: 1934.55 ms [2021-01-22 02:08:02 main:574] : INFO : Epoch 1811 | loss: 0.0312031 | val_loss: 0.0312098 | Time: 1905.59 ms [2021-01-22 02:08:04 main:574] : INFO : Epoch 1812 | loss: 0.0312028 | val_loss: 0.0312087 | Time: 2015.45 ms [2021-01-22 02:08:06 main:574] : INFO : Epoch 1813 | loss: 0.0312019 | val_loss: 0.03121 | Time: 2085.9 ms [2021-01-22 02:08:08 main:574] : INFO : Epoch 1814 | loss: 0.0312027 | val_loss: 0.0312088 | Time: 1980.52 ms [2021-01-22 02:08:10 main:574] : INFO : Epoch 1815 | loss: 0.0312028 | val_loss: 0.0312092 | Time: 1963.07 ms [2021-01-22 02:08:12 main:574] : INFO : Epoch 1816 | loss: 0.0312017 | val_loss: 0.0312114 | Time: 1884.29 ms [2021-01-22 02:08:14 main:574] : INFO : Epoch 1817 | loss: 0.0312022 | val_loss: 0.0312149 | Time: 1987.96 ms [2021-01-22 02:08:16 main:574] : INFO : Epoch 1818 | loss: 0.0312036 | val_loss: 0.0312107 | Time: 1967.12 ms [2021-01-22 02:08:18 main:574] : INFO : Epoch 1819 | loss: 0.0312016 | val_loss: 0.0312088 | Time: 1882.73 ms [2021-01-22 02:08:20 main:574] : INFO : Epoch 1820 | loss: 0.031203 | val_loss: 0.0312095 | Time: 1875.32 ms [2021-01-22 02:08:22 main:574] : INFO : Epoch 1821 | loss: 0.0312007 | val_loss: 0.0312089 | Time: 1963.04 ms [2021-01-22 02:08:24 main:574] : INFO : Epoch 1822 | loss: 0.0312009 | val_loss: 0.0312088 | Time: 1922.74 ms [2021-01-22 02:08:26 main:574] : INFO : Epoch 1823 | loss: 0.0312008 | val_loss: 0.0312079 | Time: 1876.29 ms [2021-01-22 02:08:28 main:574] : INFO : Epoch 1824 | loss: 0.0312012 | val_loss: 0.0312074 | Time: 1877.95 ms [2021-01-22 02:08:30 main:574] : INFO : Epoch 1825 | loss: 0.0312016 | val_loss: 0.0312092 | Time: 1921.74 ms [2021-01-22 02:08:32 main:574] : INFO : Epoch 1826 | loss: 0.0312012 | val_loss: 0.0312083 | Time: 1960.86 ms [2021-01-22 02:08:33 main:574] : INFO : Epoch 1827 | loss: 0.0312032 | val_loss: 0.0312083 | Time: 1921.48 ms [2021-01-22 02:08:36 main:574] : INFO : Epoch 1828 | loss: 0.0312022 | val_loss: 0.0312087 | Time: 1961.88 ms [2021-01-22 02:08:37 main:574] : INFO : Epoch 1829 | loss: 0.0312019 | val_loss: 0.0312074 | Time: 1881.8 ms [2021-01-22 02:08:39 main:574] : INFO : Epoch 1830 | loss: 0.0312013 | val_loss: 0.0312098 | Time: 2010.4 ms [2021-01-22 02:08:42 main:574] : INFO : Epoch 1831 | loss: 0.031201 | val_loss: 0.0312093 | Time: 2044.43 ms [2021-01-22 02:08:43 main:574] : INFO : Epoch 1832 | loss: 0.0312003 | val_loss: 0.0312097 | Time: 1916.69 ms [2021-01-22 02:08:45 main:574] : INFO : Epoch 1833 | loss: 0.0312 | val_loss: 0.0312087 | Time: 1877.63 ms [2021-01-22 02:08:47 main:574] : INFO : Epoch 1834 | loss: 0.0311997 | val_loss: 0.0312072 | Time: 1914.88 ms [2021-01-22 02:08:49 main:574] : INFO : Epoch 1835 | loss: 0.0312006 | val_loss: 0.0312077 | Time: 1980.63 ms [2021-01-22 02:08:51 main:574] : INFO : Epoch 1836 | loss: 0.031199 | val_loss: 0.0312079 | Time: 1908.1 ms [2021-01-22 02:08:53 main:574] : INFO : Epoch 1837 | loss: 0.0311989 | val_loss: 0.0312075 | Time: 1957.83 ms [2021-01-22 02:08:55 main:574] : INFO : Epoch 1838 | loss: 0.0312018 | val_loss: 0.0312114 | Time: 1913.56 ms [2021-01-22 02:08:57 main:574] : INFO : Epoch 1839 | loss: 0.0312062 | val_loss: 0.0312206 | Time: 1892.88 ms [2021-01-22 02:08:59 main:574] : INFO : Epoch 1840 | loss: 0.0312066 | val_loss: 0.0312115 | Time: 1957.92 ms [2021-01-22 02:09:01 main:574] : INFO : Epoch 1841 | loss: 0.0312019 | val_loss: 0.0312091 | Time: 1902.38 ms [2021-01-22 02:09:03 main:574] : INFO : Epoch 1842 | loss: 0.0312 | val_loss: 0.0312071 | Time: 1953.19 ms [2021-01-22 02:09:05 main:574] : INFO : Epoch 1843 | loss: 0.0311987 | val_loss: 0.0312084 | Time: 1890.35 ms [2021-01-22 02:09:07 main:574] : INFO : Epoch 1844 | loss: 0.0311985 | val_loss: 0.0312082 | Time: 1892.1 ms [2021-01-22 02:09:09 main:574] : INFO : Epoch 1845 | loss: 0.0311986 | val_loss: 0.031214 | Time: 1913.27 ms [2021-01-22 02:09:11 main:574] : INFO : Epoch 1846 | loss: 0.0312002 | val_loss: 0.0312073 | Time: 1892.7 ms [2021-01-22 02:09:13 main:574] : INFO : Epoch 1847 | loss: 0.031199 | val_loss: 0.0312066 | Time: 1918.89 ms [2021-01-22 02:09:15 main:574] : INFO : Epoch 1848 | loss: 0.0311981 | val_loss: 0.0312073 | Time: 1894.54 ms [2021-01-22 02:09:17 main:574] : INFO : Epoch 1849 | loss: 0.0311978 | val_loss: 0.0312056 | Time: 1935.93 ms [2021-01-22 02:09:19 main:574] : INFO : Epoch 1850 | loss: 0.0311974 | val_loss: 0.0312064 | Time: 1920.95 ms [2021-01-22 02:09:21 main:574] : INFO : Epoch 1851 | loss: 0.031198 | val_loss: 0.0312052 | Time: 1990.61 ms [2021-01-22 02:09:23 main:574] : INFO : Epoch 1852 | loss: 0.0311997 | val_loss: 0.0312118 | Time: 1903.05 ms [2021-01-22 02:09:25 main:574] : INFO : Epoch 1853 | loss: 0.0311982 | val_loss: 0.0312052 | Time: 1969.62 ms [2021-01-22 02:09:27 main:574] : INFO : Epoch 1854 | loss: 0.0311994 | val_loss: 0.0312101 | Time: 1948.26 ms [2021-01-22 02:09:28 main:574] : INFO : Epoch 1855 | loss: 0.0311972 | val_loss: 0.0312048 | Time: 1884.65 ms [2021-01-22 02:09:30 main:574] : INFO : Epoch 1856 | loss: 0.0312003 | val_loss: 0.0312111 | Time: 1956.14 ms [2021-01-22 02:09:33 main:574] : INFO : Epoch 1857 | loss: 0.0311995 | val_loss: 0.0312077 | Time: 2167.86 ms [2021-01-22 02:09:35 main:574] : INFO : Epoch 1858 | loss: 0.0311972 | val_loss: 0.0312051 | Time: 1917.61 ms [2021-01-22 02:09:37 main:574] : INFO : Epoch 1859 | loss: 0.031198 | val_loss: 0.0312067 | Time: 1936.9 ms [2021-01-22 02:09:39 main:574] : INFO : Epoch 1860 | loss: 0.0311983 | val_loss: 0.0312067 | Time: 1895.14 ms [2021-01-22 02:09:40 main:574] : INFO : Epoch 1861 | loss: 0.0311975 | val_loss: 0.0312062 | Time: 1917.26 ms [2021-01-22 02:09:42 main:574] : INFO : Epoch 1862 | loss: 0.0311978 | val_loss: 0.0312073 | Time: 1862.72 ms [2021-01-22 02:09:44 main:574] : INFO : Epoch 1863 | loss: 0.0311985 | val_loss: 0.0312065 | Time: 1885.22 ms [2021-01-22 02:09:46 main:574] : INFO : Epoch 1864 | loss: 0.0311987 | val_loss: 0.031207 | Time: 1863.58 ms [2021-01-22 02:09:48 main:574] : INFO : Epoch 1865 | loss: 0.031202 | val_loss: 0.0312071 | Time: 1972.81 ms [2021-01-22 02:09:50 main:574] : INFO : Epoch 1866 | loss: 0.0311985 | val_loss: 0.0312047 | Time: 2002.93 ms [2021-01-22 02:09:52 main:574] : INFO : Epoch 1867 | loss: 0.0311979 | val_loss: 0.0312042 | Time: 1876.02 ms [2021-01-22 02:09:54 main:574] : INFO : Epoch 1868 | loss: 0.0311979 | val_loss: 0.0312042 | Time: 1923.4 ms [2021-01-22 02:09:56 main:574] : INFO : Epoch 1869 | loss: 0.0311967 | val_loss: 0.0312083 | Time: 1900.39 ms [2021-01-22 02:09:58 main:574] : INFO : Epoch 1870 | loss: 0.0311963 | val_loss: 0.0312046 | Time: 1975.8 ms [2021-01-22 02:10:00 main:574] : INFO : Epoch 1871 | loss: 0.0311963 | val_loss: 0.0312059 | Time: 1905.78 ms [2021-01-22 02:10:02 main:574] : INFO : Epoch 1872 | loss: 0.0311977 | val_loss: 0.031208 | Time: 2024.81 ms [2021-01-22 02:10:04 main:574] : INFO : Epoch 1873 | loss: 0.0311984 | val_loss: 0.0312136 | Time: 1942.63 ms [2021-01-22 02:10:06 main:574] : INFO : Epoch 1874 | loss: 0.0311969 | val_loss: 0.0312058 | Time: 1869.7 ms [2021-01-22 02:10:08 main:574] : INFO : Epoch 1875 | loss: 0.0311977 | val_loss: 0.0312067 | Time: 2021.88 ms [2021-01-22 02:10:10 main:574] : INFO : Epoch 1876 | loss: 0.0311989 | val_loss: 0.0312194 | Time: 1930.13 ms [2021-01-22 02:10:12 main:574] : INFO : Epoch 1877 | loss: 0.031201 | val_loss: 0.03121 | Time: 1913.74 ms [2021-01-22 02:10:14 main:574] : INFO : Epoch 1878 | loss: 0.0312147 | val_loss: 0.0312251 | Time: 1898.01 ms [2021-01-22 02:10:16 main:574] : INFO : Epoch 1879 | loss: 0.0313127 | val_loss: 0.0315441 | Time: 1984.05 ms [2021-01-22 02:10:18 main:574] : INFO : Epoch 1880 | loss: 0.0322503 | val_loss: 0.0360454 | Time: 1941.48 ms [2021-01-22 02:10:20 main:574] : INFO : Epoch 1881 | loss: 0.0322804 | val_loss: 0.0315921 | Time: 1911.46 ms [2021-01-22 02:10:22 main:574] : INFO : Epoch 1882 | loss: 0.0316706 | val_loss: 0.0313476 | Time: 1906.42 ms [2021-01-22 02:10:24 main:574] : INFO : Epoch 1883 | loss: 0.031248 | val_loss: 0.0312174 | Time: 1898.75 ms [2021-01-22 02:10:26 main:574] : INFO : Epoch 1884 | loss: 0.031207 | val_loss: 0.0312096 | Time: 2011.67 ms [2021-01-22 02:10:28 main:574] : INFO : Epoch 1885 | loss: 0.0312004 | val_loss: 0.0312066 | Time: 1906.37 ms [2021-01-22 02:10:30 main:574] : INFO : Epoch 1886 | loss: 0.031198 | val_loss: 0.03121 | Time: 1991.52 ms [2021-01-22 02:10:32 main:574] : INFO : Epoch 1887 | loss: 0.0311996 | val_loss: 0.0312049 | Time: 1893.57 ms [2021-01-22 02:10:33 main:574] : INFO : Epoch 1888 | loss: 0.031203 | val_loss: 0.031206 | Time: 1894.76 ms [2021-01-22 02:10:36 main:574] : INFO : Epoch 1889 | loss: 0.0312036 | val_loss: 0.0312055 | Time: 2072.53 ms [2021-01-22 02:10:37 main:574] : INFO : Epoch 1890 | loss: 0.0312015 | val_loss: 0.0312072 | Time: 1879.73 ms [2021-01-22 02:10:39 main:574] : INFO : Epoch 1891 | loss: 0.0312022 | val_loss: 0.0312083 | Time: 1890.48 ms [2021-01-22 02:10:41 main:574] : INFO : Epoch 1892 | loss: 0.0311994 | val_loss: 0.0312062 | Time: 1899.18 ms [2021-01-22 02:10:43 main:574] : INFO : Epoch 1893 | loss: 0.0311981 | val_loss: 0.0312052 | Time: 1917.74 ms [2021-01-22 02:10:45 main:574] : INFO : Epoch 1894 | loss: 0.0311981 | val_loss: 0.0312046 | Time: 1943.25 ms [2021-01-22 02:10:47 main:574] : INFO : Epoch 1895 | loss: 0.0311976 | val_loss: 0.0312046 | Time: 2010.09 ms [2021-01-22 02:10:49 main:574] : INFO : Epoch 1896 | loss: 0.0311984 | val_loss: 0.0312056 | Time: 1918.72 ms [2021-01-22 02:10:51 main:574] : INFO : Epoch 1897 | loss: 0.031198 | val_loss: 0.0312043 | Time: 1972.37 ms [2021-01-22 02:10:53 main:574] : INFO : Epoch 1898 | loss: 0.031197 | val_loss: 0.0312045 | Time: 2088.49 ms [2021-01-22 02:10:55 main:574] : INFO : Epoch 1899 | loss: 0.0311971 | val_loss: 0.0312041 | Time: 2077.82 ms [2021-01-22 02:10:57 main:574] : INFO : Epoch 1900 | loss: 0.0311966 | val_loss: 0.0312049 | Time: 2046.2 ms [2021-01-22 02:11:00 main:574] : INFO : Epoch 1901 | loss: 0.0311971 | val_loss: 0.0312042 | Time: 2118.41 ms [2021-01-22 02:11:02 main:574] : INFO : Epoch 1902 | loss: 0.0311963 | val_loss: 0.0312044 | Time: 1954.91 ms [2021-01-22 02:11:04 main:574] : INFO : Epoch 1903 | loss: 0.0311972 | val_loss: 0.0312052 | Time: 2093.6 ms [2021-01-22 02:11:06 main:574] : INFO : Epoch 1904 | loss: 0.0311974 | val_loss: 0.0312066 | Time: 1982.75 ms [2021-01-22 02:11:08 main:574] : INFO : Epoch 1905 | loss: 0.0311967 | val_loss: 0.0312039 | Time: 2026.85 ms [2021-01-22 02:11:10 main:574] : INFO : Epoch 1906 | loss: 0.0311959 | val_loss: 0.0312044 | Time: 1927.41 ms [2021-01-22 02:11:12 main:574] : INFO : Epoch 1907 | loss: 0.031196 | val_loss: 0.0312056 | Time: 1866.09 ms [2021-01-22 02:11:14 main:574] : INFO : Epoch 1908 | loss: 0.0311965 | val_loss: 0.0312043 | Time: 2020.81 ms [2021-01-22 02:11:16 main:574] : INFO : Epoch 1909 | loss: 0.031196 | val_loss: 0.0312037 | Time: 1888.66 ms [2021-01-22 02:11:18 main:574] : INFO : Epoch 1910 | loss: 0.0311958 | val_loss: 0.0312044 | Time: 2031.78 ms [2021-01-22 02:11:20 main:574] : INFO : Epoch 1911 | loss: 0.0311957 | val_loss: 0.0312073 | Time: 2110.28 ms [2021-01-22 02:11:22 main:574] : INFO : Epoch 1912 | loss: 0.0311958 | val_loss: 0.0312047 | Time: 1970.2 ms [2021-01-22 02:11:24 main:574] : INFO : Epoch 1913 | loss: 0.0311954 | val_loss: 0.0312043 | Time: 1888.08 ms [2021-01-22 02:11:26 main:574] : INFO : Epoch 1914 | loss: 0.0311953 | val_loss: 0.0312041 | Time: 1878.58 ms [2021-01-22 02:11:28 main:574] : INFO : Epoch 1915 | loss: 0.0311948 | val_loss: 0.0312048 | Time: 1946.2 ms [2021-01-22 02:11:30 main:574] : INFO : Epoch 1916 | loss: 0.031195 | val_loss: 0.0312044 | Time: 1871.85 ms [2021-01-22 02:11:31 main:574] : INFO : Epoch 1917 | loss: 0.0311946 | val_loss: 0.0312056 | Time: 1913.6 ms [2021-01-22 02:11:34 main:574] : INFO : Epoch 1918 | loss: 0.0311947 | val_loss: 0.0312042 | Time: 2086.09 ms [2021-01-22 02:11:36 main:574] : INFO : Epoch 1919 | loss: 0.0311949 | val_loss: 0.0312038 | Time: 1895.41 ms [2021-01-22 02:11:37 main:574] : INFO : Epoch 1920 | loss: 0.0311946 | val_loss: 0.0312042 | Time: 1911.9 ms [2021-01-22 02:11:39 main:574] : INFO : Epoch 1921 | loss: 0.0311963 | val_loss: 0.0312054 | Time: 1935.52 ms [2021-01-22 02:11:41 main:574] : INFO : Epoch 1922 | loss: 0.0311959 | val_loss: 0.0312056 | Time: 1924.65 ms [2021-01-22 02:11:43 main:574] : INFO : Epoch 1923 | loss: 0.0311949 | val_loss: 0.0312036 | Time: 2032.78 ms [2021-01-22 02:11:45 main:574] : INFO : Epoch 1924 | loss: 0.0311949 | val_loss: 0.0312049 | Time: 1910.86 ms [2021-01-22 02:11:47 main:574] : INFO : Epoch 1925 | loss: 0.0311971 | val_loss: 0.031207 | Time: 1926.66 ms [2021-01-22 02:11:49 main:574] : INFO : Epoch 1926 | loss: 0.0311995 | val_loss: 0.031206 | Time: 1931.51 ms [2021-01-22 02:11:51 main:574] : INFO : Epoch 1927 | loss: 0.0311989 | val_loss: 0.0312066 | Time: 1882.42 ms [2021-01-22 02:11:53 main:574] : INFO : Epoch 1928 | loss: 0.0311991 | val_loss: 0.0312082 | Time: 2071.54 ms [2021-01-22 02:11:55 main:574] : INFO : Epoch 1929 | loss: 0.0311982 | val_loss: 0.0312055 | Time: 1926.62 ms [2021-01-22 02:11:57 main:574] : INFO : Epoch 1930 | loss: 0.0311992 | val_loss: 0.0312072 | Time: 1892.23 ms [2021-01-22 02:11:59 main:574] : INFO : Epoch 1931 | loss: 0.0311994 | val_loss: 0.0312062 | Time: 1890.09 ms [2021-01-22 02:12:01 main:574] : INFO : Epoch 1932 | loss: 0.0312 | val_loss: 0.0312056 | Time: 2010.35 ms [2021-01-22 02:12:03 main:574] : INFO : Epoch 1933 | loss: 0.0311988 | val_loss: 0.0312058 | Time: 1952.15 ms [2021-01-22 02:12:05 main:574] : INFO : Epoch 1934 | loss: 0.0311977 | val_loss: 0.0312058 | Time: 1895.22 ms [2021-01-22 02:12:07 main:574] : INFO : Epoch 1935 | loss: 0.0311975 | val_loss: 0.0312075 | Time: 1968.3 ms [2021-01-22 02:12:09 main:574] : INFO : Epoch 1936 | loss: 0.0311976 | val_loss: 0.0312074 | Time: 1869.82 ms [2021-01-22 02:12:11 main:574] : INFO : Epoch 1937 | loss: 0.0311974 | val_loss: 0.0312054 | Time: 1868.65 ms [2021-01-22 02:12:13 main:574] : INFO : Epoch 1938 | loss: 0.0311966 | val_loss: 0.0312049 | Time: 1940.39 ms [2021-01-22 02:12:15 main:574] : INFO : Epoch 1939 | loss: 0.031198 | val_loss: 0.0312047 | Time: 2068.2 ms [2021-01-22 02:12:17 main:574] : INFO : Epoch 1940 | loss: 0.0311967 | val_loss: 0.0312059 | Time: 2000.5 ms [2021-01-22 02:12:19 main:574] : INFO : Epoch 1941 | loss: 0.0311967 | val_loss: 0.0312054 | Time: 1916.99 ms [2021-01-22 02:12:21 main:574] : INFO : Epoch 1942 | loss: 0.031197 | val_loss: 0.0312046 | Time: 1867.42 ms [2021-01-22 02:12:23 main:574] : INFO : Epoch 1943 | loss: 0.0311957 | val_loss: 0.0312054 | Time: 1990.01 ms [2021-01-22 02:12:25 main:574] : INFO : Epoch 1944 | loss: 0.0311966 | val_loss: 0.0312081 | Time: 1872.15 ms [2021-01-22 02:12:27 main:574] : INFO : Epoch 1945 | loss: 0.0311966 | val_loss: 0.0312058 | Time: 1884.12 ms [2021-01-22 02:12:29 main:574] : INFO : Epoch 1946 | loss: 0.0311962 | val_loss: 0.0312057 | Time: 1991.54 ms [2021-01-22 02:12:31 main:574] : INFO : Epoch 1947 | loss: 0.031196 | val_loss: 0.0312053 | Time: 2020.43 ms [2021-01-22 02:12:33 main:574] : INFO : Epoch 1948 | loss: 0.0311965 | val_loss: 0.0312059 | Time: 1915.95 ms [2021-01-22 02:12:35 main:574] : INFO : Epoch 1949 | loss: 0.0311965 | val_loss: 0.0312064 | Time: 1906.24 ms [2021-01-22 02:12:37 main:574] : INFO : Epoch 1950 | loss: 0.0311968 | val_loss: 0.0312081 | Time: 2029.02 ms [2021-01-22 02:12:39 main:574] : INFO : Epoch 1951 | loss: 0.0311963 | val_loss: 0.0312059 | Time: 1940.61 ms [2021-01-22 02:12:41 main:574] : INFO : Epoch 1952 | loss: 0.0311954 | val_loss: 0.0312066 | Time: 2052.61 ms [2021-01-22 02:12:43 main:574] : INFO : Epoch 1953 | loss: 0.031195 | val_loss: 0.0312067 | Time: 1878.7 ms [2021-01-22 02:12:45 main:574] : INFO : Epoch 1954 | loss: 0.0311967 | val_loss: 0.0312066 | Time: 2056.69 ms [2021-01-22 02:12:47 main:574] : INFO : Epoch 1955 | loss: 0.0311956 | val_loss: 0.0312058 | Time: 1921.84 ms [2021-01-22 02:12:49 main:574] : INFO : Epoch 1956 | loss: 0.0311951 | val_loss: 0.0312055 | Time: 2037.08 ms [2021-01-22 02:12:51 main:574] : INFO : Epoch 1957 | loss: 0.031196 | val_loss: 0.0312057 | Time: 1904.26 ms [2021-01-22 02:12:53 main:574] : INFO : Epoch 1958 | loss: 0.031195 | val_loss: 0.0312071 | Time: 2075.13 ms [2021-01-22 02:12:55 main:574] : INFO : Epoch 1959 | loss: 0.0311963 | val_loss: 0.031206 | Time: 1882.54 ms [2021-01-22 02:12:57 main:574] : INFO : Epoch 1960 | loss: 0.0311979 | val_loss: 0.0312065 | Time: 1976.31 ms [2021-01-22 02:12:59 main:574] : INFO : Epoch 1961 | loss: 0.0311973 | val_loss: 0.0312059 | Time: 1938.71 ms [2021-01-22 02:13:01 main:574] : INFO : Epoch 1962 | loss: 0.0311954 | val_loss: 0.0312068 | Time: 2089.59 ms [2021-01-22 02:13:03 main:574] : INFO : Epoch 1963 | loss: 0.0311946 | val_loss: 0.031206 | Time: 1926.44 ms [2021-01-22 02:13:05 main:574] : INFO : Epoch 1964 | loss: 0.0311952 | val_loss: 0.0312051 | Time: 2067.25 ms [2021-01-22 02:13:07 main:574] : INFO : Epoch 1965 | loss: 0.0311955 | val_loss: 0.0312052 | Time: 1976.68 ms [2021-01-22 02:13:09 main:574] : INFO : Epoch 1966 | loss: 0.0311957 | val_loss: 0.0312045 | Time: 1911.66 ms [2021-01-22 02:13:11 main:574] : INFO : Epoch 1967 | loss: 0.0311949 | val_loss: 0.0312059 | Time: 2107.84 ms [2021-01-22 02:13:13 main:574] : INFO : Epoch 1968 | loss: 0.031196 | val_loss: 0.0312125 | Time: 1916.3 ms [2021-01-22 02:13:15 main:574] : INFO : Epoch 1969 | loss: 0.0311968 | val_loss: 0.0312063 | Time: 1926.53 ms [2021-01-22 02:13:17 main:574] : INFO : Epoch 1970 | loss: 0.0311965 | val_loss: 0.0312051 | Time: 1991.66 ms [2021-01-22 02:13:19 main:574] : INFO : Epoch 1971 | loss: 0.0311948 | val_loss: 0.0312059 | Time: 1924.39 ms [2021-01-22 02:13:21 main:574] : INFO : Epoch 1972 | loss: 0.0311952 | val_loss: 0.0312057 | Time: 1886.05 ms [2021-01-22 02:13:22 main:574] : INFO : Epoch 1973 | loss: 0.0311949 | val_loss: 0.0312057 | Time: 1848.14 ms [2021-01-22 02:13:24 main:574] : INFO : Epoch 1974 | loss: 0.0311944 | val_loss: 0.0312059 | Time: 1888.8 ms [2021-01-22 02:13:26 main:574] : INFO : Epoch 1975 | loss: 0.031195 | val_loss: 0.0312061 | Time: 1871.77 ms [2021-01-22 02:13:28 main:574] : INFO : Epoch 1976 | loss: 0.0311949 | val_loss: 0.0312049 | Time: 1921.56 ms [2021-01-22 02:13:30 main:574] : INFO : Epoch 1977 | loss: 0.0311942 | val_loss: 0.0312045 | Time: 2048.77 ms [2021-01-22 02:13:32 main:574] : INFO : Epoch 1978 | loss: 0.0311947 | val_loss: 0.0312073 | Time: 1920.8 ms [2021-01-22 02:13:34 main:574] : INFO : Epoch 1979 | loss: 0.0311958 | val_loss: 0.031207 | Time: 2107.32 ms [2021-01-22 02:13:36 main:574] : INFO : Epoch 1980 | loss: 0.0311955 | val_loss: 0.0312044 | Time: 1937.18 ms [2021-01-22 02:13:38 main:574] : INFO : Epoch 1981 | loss: 0.0311943 | val_loss: 0.0312062 | Time: 1946.22 ms [2021-01-22 02:13:40 main:574] : INFO : Epoch 1982 | loss: 0.0311945 | val_loss: 0.0312055 | Time: 1986.68 ms [2021-01-22 02:13:42 main:574] : INFO : Epoch 1983 | loss: 0.0311944 | val_loss: 0.0312102 | Time: 1924.6 ms [2021-01-22 02:13:44 main:574] : INFO : Epoch 1984 | loss: 0.0311979 | val_loss: 0.0312143 | Time: 1896.51 ms [2021-01-22 02:13:46 main:574] : INFO : Epoch 1985 | loss: 0.0311984 | val_loss: 0.0312058 | Time: 1953.27 ms [2021-01-22 02:13:48 main:574] : INFO : Epoch 1986 | loss: 0.0311964 | val_loss: 0.0312041 | Time: 1928.22 ms [2021-01-22 02:13:50 main:574] : INFO : Epoch 1987 | loss: 0.0311964 | val_loss: 0.0312082 | Time: 1956.52 ms [2021-01-22 02:13:52 main:574] : INFO : Epoch 1988 | loss: 0.0311969 | val_loss: 0.0312081 | Time: 1898.55 ms [2021-01-22 02:13:54 main:574] : INFO : Epoch 1989 | loss: 0.0311962 | val_loss: 0.0312058 | Time: 1898.25 ms [2021-01-22 02:13:56 main:574] : INFO : Epoch 1990 | loss: 0.0311957 | val_loss: 0.031206 | Time: 1924.53 ms [2021-01-22 02:13:58 main:574] : INFO : Epoch 1991 | loss: 0.0311949 | val_loss: 0.0312054 | Time: 1902.3 ms [2021-01-22 02:14:00 main:574] : INFO : Epoch 1992 | loss: 0.0311951 | val_loss: 0.031205 | Time: 2021.78 ms [2021-01-22 02:14:02 main:574] : INFO : Epoch 1993 | loss: 0.0311946 | val_loss: 0.0312068 | Time: 1904.73 ms [2021-01-22 02:14:04 main:574] : INFO : Epoch 1994 | loss: 0.0311956 | val_loss: 0.0312054 | Time: 1889.67 ms [2021-01-22 02:14:06 main:574] : INFO : Epoch 1995 | loss: 0.0311967 | val_loss: 0.0312062 | Time: 1906.78 ms [2021-01-22 02:14:08 main:574] : INFO : Epoch 1996 | loss: 0.0311972 | val_loss: 0.0312093 | Time: 2018.15 ms [2021-01-22 02:14:10 main:574] : INFO : Epoch 1997 | loss: 0.0311981 | val_loss: 0.0312116 | Time: 1917.31 ms [2021-01-22 02:14:12 main:574] : INFO : Epoch 1998 | loss: 0.0311959 | val_loss: 0.0312112 | Time: 2039.54 ms [2021-01-22 02:14:14 main:574] : INFO : Epoch 1999 | loss: 0.031196 | val_loss: 0.0312051 | Time: 2074.6 ms [2021-01-22 02:14:16 main:574] : INFO : Epoch 2000 | loss: 0.0311966 | val_loss: 0.0312073 | Time: 1898.39 ms [2021-01-22 02:14:18 main:574] : INFO : Epoch 2001 | loss: 0.0311966 | val_loss: 0.031205 | Time: 1866.69 ms [2021-01-22 02:14:20 main:574] : INFO : Epoch 2002 | loss: 0.031197 | val_loss: 0.031207 | Time: 1925.37 ms [2021-01-22 02:14:22 main:574] : INFO : Epoch 2003 | loss: 0.0311961 | val_loss: 0.0312072 | Time: 1922.57 ms [2021-01-22 02:14:24 main:574] : INFO : Epoch 2004 | loss: 0.0311964 | val_loss: 0.0312081 | Time: 1904.95 ms [2021-01-22 02:14:25 main:574] : INFO : Epoch 2005 | loss: 0.0311953 | val_loss: 0.0312085 | Time: 1964.12 ms [2021-01-22 02:14:27 main:574] : INFO : Epoch 2006 | loss: 0.031197 | val_loss: 0.0312076 | Time: 1934.76 ms [2021-01-22 02:14:30 main:574] : INFO : Epoch 2007 | loss: 0.0311944 | val_loss: 0.0312057 | Time: 2072.44 ms [2021-01-22 02:14:32 main:574] : INFO : Epoch 2008 | loss: 0.0311941 | val_loss: 0.0312059 | Time: 1924.02 ms [2021-01-22 02:14:33 main:574] : INFO : Epoch 2009 | loss: 0.0311945 | val_loss: 0.0312054 | Time: 1875.9 ms [2021-01-22 02:14:36 main:574] : INFO : Epoch 2010 | loss: 0.0311956 | val_loss: 0.0312091 | Time: 2059.99 ms [2021-01-22 02:14:38 main:574] : INFO : Epoch 2011 | loss: 0.0311976 | val_loss: 0.031207 | Time: 2035.18 ms [2021-01-22 02:14:40 main:574] : INFO : Epoch 2012 | loss: 0.031198 | val_loss: 0.0312075 | Time: 1930.05 ms [2021-01-22 02:14:42 main:574] : INFO : Epoch 2013 | loss: 0.0311975 | val_loss: 0.0312077 | Time: 1997.89 ms [2021-01-22 02:14:44 main:574] : INFO : Epoch 2014 | loss: 0.0311982 | val_loss: 0.0312074 | Time: 2008.66 ms [2021-01-22 02:14:46 main:574] : INFO : Epoch 2015 | loss: 0.0311968 | val_loss: 0.0312084 | Time: 1921.82 ms [2021-01-22 02:14:48 main:574] : INFO : Epoch 2016 | loss: 0.0311973 | val_loss: 0.0312068 | Time: 2052.97 ms [2021-01-22 02:14:50 main:574] : INFO : Epoch 2017 | loss: 0.0311966 | val_loss: 0.0312114 | Time: 2000.79 ms [2021-01-22 02:14:52 main:574] : INFO : Epoch 2018 | loss: 0.0311963 | val_loss: 0.0312118 | Time: 2041.75 ms [2021-01-22 02:14:54 main:574] : INFO : Epoch 2019 | loss: 0.0311962 | val_loss: 0.0312099 | Time: 1971.22 ms [2021-01-22 02:14:56 main:574] : INFO : Epoch 2020 | loss: 0.0311965 | val_loss: 0.0312083 | Time: 2106.73 ms [2021-01-22 02:14:58 main:574] : INFO : Epoch 2021 | loss: 0.0311966 | val_loss: 0.0312066 | Time: 2041.2 ms [2021-01-22 02:15:00 main:574] : INFO : Epoch 2022 | loss: 0.0311986 | val_loss: 0.0312092 | Time: 1862.73 ms [2021-01-22 02:15:02 main:574] : INFO : Epoch 2023 | loss: 0.0312028 | val_loss: 0.0312077 | Time: 1945.84 ms [2021-01-22 02:15:04 main:574] : INFO : Epoch 2024 | loss: 0.031201 | val_loss: 0.0312076 | Time: 1897.87 ms [2021-01-22 02:15:06 main:574] : INFO : Epoch 2025 | loss: 0.0311992 | val_loss: 0.0312078 | Time: 1963.68 ms [2021-01-22 02:15:08 main:574] : INFO : Epoch 2026 | loss: 0.0312001 | val_loss: 0.0312098 | Time: 1972.73 ms [2021-01-22 02:15:10 main:574] : INFO : Epoch 2027 | loss: 0.031203 | val_loss: 0.0312128 | Time: 1901.32 ms [2021-01-22 02:15:12 main:574] : INFO : Epoch 2028 | loss: 0.0312047 | val_loss: 0.0312125 | Time: 1934.26 ms [2021-01-22 02:15:14 main:574] : INFO : Epoch 2029 | loss: 0.0312022 | val_loss: 0.0312116 | Time: 2035.67 ms [2021-01-22 02:15:16 main:574] : INFO : Epoch 2030 | loss: 0.0312026 | val_loss: 0.0312106 | Time: 1879.69 ms [2021-01-22 02:15:18 main:574] : INFO : Epoch 2031 | loss: 0.0312038 | val_loss: 0.0312098 | Time: 1936.02 ms [2021-01-22 02:15:20 main:574] : INFO : Epoch 2032 | loss: 0.0312032 | val_loss: 0.031211 | Time: 1926.68 ms [2021-01-22 02:15:22 main:574] : INFO : Epoch 2033 | loss: 0.0312038 | val_loss: 0.0312097 | Time: 1886.29 ms [2021-01-22 02:15:23 main:574] : INFO : Epoch 2034 | loss: 0.0312031 | val_loss: 0.0312095 | Time: 1875.79 ms [2021-01-22 02:15:25 main:574] : INFO : Epoch 2035 | loss: 0.0312032 | val_loss: 0.0312114 | Time: 1865.97 ms [2021-01-22 02:15:27 main:574] : INFO : Epoch 2036 | loss: 0.0312059 | val_loss: 0.0312107 | Time: 1981.25 ms [2021-01-22 02:15:29 main:574] : INFO : Epoch 2037 | loss: 0.0312025 | val_loss: 0.0312095 | Time: 1895.25 ms [2021-01-22 02:15:31 main:574] : INFO : Epoch 2038 | loss: 0.0312019 | val_loss: 0.0312095 | Time: 2046.45 ms [2021-01-22 02:15:33 main:574] : INFO : Epoch 2039 | loss: 0.0312012 | val_loss: 0.0312099 | Time: 2059.54 ms [2021-01-22 02:15:35 main:574] : INFO : Epoch 2040 | loss: 0.0312009 | val_loss: 0.0312092 | Time: 1897.43 ms [2021-01-22 02:15:37 main:574] : INFO : Epoch 2041 | loss: 0.0312 | val_loss: 0.0312097 | Time: 1949.1 ms [2021-01-22 02:15:39 main:574] : INFO : Epoch 2042 | loss: 0.0312007 | val_loss: 0.0312091 | Time: 1885.2 ms [2021-01-22 02:15:41 main:574] : INFO : Epoch 2043 | loss: 0.0312007 | val_loss: 0.0312112 | Time: 1975.16 ms [2021-01-22 02:15:43 main:574] : INFO : Epoch 2044 | loss: 0.0312004 | val_loss: 0.031208 | Time: 1952.75 ms [2021-01-22 02:15:45 main:574] : INFO : Epoch 2045 | loss: 0.0311997 | val_loss: 0.0312093 | Time: 1898.79 ms [2021-01-22 02:15:47 main:574] : INFO : Epoch 2046 | loss: 0.0312005 | val_loss: 0.0312087 | Time: 1893.87 ms [2021-01-22 02:15:49 main:574] : INFO : Epoch 2047 | loss: 0.031201 | val_loss: 0.03121 | Time: 1957.43 ms [2021-01-22 02:15:51 main:574] : INFO : Epoch 2048 | loss: 0.0312006 | val_loss: 0.0312073 | Time: 2153.55 ms [2021-01-22 02:15:51 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312073 [2021-01-22 02:15:51 main:603] : INFO : Saving end state to config to file [2021-01-22 02:15:51 main:608] : INFO : Success, exiting.. 02:15:51 (12784): 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)