Task 10949870
| Name | ParityModified-1639956786-25389-2-0_0 |
| Workunit | 8243882 |
| Created | 22 Jan 2022, 4:44:32 UTC |
| Sent | 12 Feb 2022, 18:59:02 UTC |
| Report deadline | 20 Feb 2022, 18:59:02 UTC |
| Received | 13 Feb 2022, 2:34:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17996 |
| Run time | 1 hours 11 min 47 sec |
| CPU time | 1 hours 10 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,899.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> [2022-02-12 18:38:18 main:574] : INFO : Epoch 1579 | loss: 0.03121 | val_loss: 0.0313607 | Time: 2077.58 ms [2022-02-12 18:38:21 main:574] : INFO : Epoch 1580 | loss: 0.0312094 | val_loss: 0.0313586 | Time: 2130.62 ms [2022-02-12 18:38:23 main:574] : INFO : Epoch 1581 | loss: 0.0312092 | val_loss: 0.0313967 | Time: 2036.81 ms [2022-02-12 18:38:25 main:574] : INFO : Epoch 1582 | loss: 0.0312079 | val_loss: 0.0313761 | Time: 2024.68 ms [2022-02-12 18:38:27 main:574] : INFO : Epoch 1583 | loss: 0.0312086 | val_loss: 0.0313646 | Time: 2003.73 ms [2022-02-12 18:38:29 main:574] : INFO : Epoch 1584 | loss: 0.0312101 | val_loss: 0.0313522 | Time: 1995.29 ms [2022-02-12 18:38:31 main:574] : INFO : Epoch 1585 | loss: 0.0312071 | val_loss: 0.0313817 | Time: 2149.68 ms [2022-02-12 18:38:33 main:574] : INFO : Epoch 1586 | loss: 0.0312072 | val_loss: 0.0313772 | Time: 2146.09 ms [2022-02-12 18:38:35 main:574] : INFO : Epoch 1587 | loss: 0.0312066 | val_loss: 0.0313726 | Time: 2080.81 ms [2022-02-12 18:38:37 main:574] : INFO : Epoch 1588 | loss: 0.0312068 | val_loss: 0.0313595 | Time: 2047.36 ms [2022-02-12 18:38:39 main:574] : INFO : Epoch 1589 | loss: 0.031208 | val_loss: 0.0313499 | Time: 2059.32 ms [2022-02-12 18:38:41 main:574] : INFO : Epoch 1590 | loss: 0.0312064 | val_loss: 0.0313897 | Time: 2041.1 ms [2022-02-12 18:38:43 main:574] : INFO : Epoch 1591 | loss: 0.0312088 | val_loss: 0.0313399 | Time: 2114.29 ms [2022-02-12 18:38:45 main:574] : INFO : Epoch 1592 | loss: 0.0312063 | val_loss: 0.0313722 | Time: 2064.52 ms [2022-02-12 18:38:48 main:574] : INFO : Epoch 1593 | loss: 0.0312066 | val_loss: 0.0313911 | Time: 2109.06 ms [2022-02-12 18:38:50 main:574] : INFO : Epoch 1594 | loss: 0.0312066 | val_loss: 0.0313808 | Time: 2051.49 ms [2022-02-12 18:38:52 main:574] : INFO : Epoch 1595 | loss: 0.031207 | val_loss: 0.0312112 | Time: 2070.63 ms [2022-02-12 18:38:54 main:574] : INFO : Epoch 1596 | loss: 0.0312092 | val_loss: 0.0312117 | Time: 2069.15 ms [2022-02-12 18:38:56 main:574] : INFO : Epoch 1597 | loss: 0.0312069 | val_loss: 0.0312113 | Time: 2101.92 ms [2022-02-12 18:38:58 main:574] : INFO : Epoch 1598 | loss: 0.0312064 | val_loss: 0.0314091 | Time: 2118.04 ms [2022-02-12 18:39:00 main:574] : INFO : Epoch 1599 | loss: 0.031208 | val_loss: 0.0314251 | Time: 2037.23 ms [2022-02-12 18:39:02 main:574] : INFO : Epoch 1600 | loss: 0.0312078 | val_loss: 0.0312109 | Time: 2031.42 ms [2022-02-12 18:39:04 main:574] : INFO : Epoch 1601 | loss: 0.0312078 | val_loss: 0.0312128 | Time: 2102.33 ms [2022-02-12 18:39:06 main:574] : INFO : Epoch 1602 | loss: 0.0312081 | val_loss: 0.0312111 | Time: 2107.03 ms [2022-02-12 18:39:09 main:574] : INFO : Epoch 1603 | loss: 0.0312097 | val_loss: 0.0312196 | Time: 2175.64 ms [2022-02-12 18:39:11 main:574] : INFO : Epoch 1604 | loss: 0.031207 | val_loss: 0.0312109 | Time: 2063.38 ms [2022-02-12 18:39:13 main:574] : INFO : Epoch 1605 | loss: 0.031206 | val_loss: 0.0312108 | Time: 2156.86 ms [2022-02-12 18:39:15 main:574] : INFO : Epoch 1606 | loss: 0.0312083 | val_loss: 0.0312108 | Time: 2110.49 ms [2022-02-12 18:39:17 main:574] : INFO : Epoch 1607 | loss: 0.031208 | val_loss: 0.0312134 | Time: 2144.68 ms [2022-02-12 18:39:19 main:574] : INFO : Epoch 1608 | loss: 0.031209 | val_loss: 0.0312119 | Time: 1997.27 ms [2022-02-12 18:39:21 main:574] : INFO : Epoch 1609 | loss: 0.0312075 | val_loss: 0.0312136 | Time: 2058.84 ms [2022-02-12 18:39:23 main:574] : INFO : Epoch 1610 | loss: 0.0312072 | val_loss: 0.03121 | Time: 1998.87 ms [2022-02-12 18:39:25 main:574] : INFO : Epoch 1611 | loss: 0.0312067 | val_loss: 0.0312135 | Time: 2081.07 ms [2022-02-12 18:39:27 main:574] : INFO : Epoch 1612 | loss: 0.0312107 | val_loss: 0.0312205 | Time: 2114.23 ms [2022-02-12 18:39:29 main:574] : INFO : Epoch 1613 | loss: 0.031208 | val_loss: 0.0312102 | Time: 2069.52 ms [2022-02-12 18:39:32 main:574] : INFO : Epoch 1614 | loss: 0.031206 | val_loss: 0.0312097 | Time: 2214.85 ms [2022-02-12 18:39:34 main:574] : INFO : Epoch 1615 | loss: 0.0312072 | val_loss: 0.03121 | Time: 2110.78 ms [2022-02-12 18:39:36 main:574] : INFO : Epoch 1616 | loss: 0.0312095 | val_loss: 0.0312122 | Time: 2137.62 ms [2022-02-12 18:39:38 main:574] : INFO : Epoch 1617 | loss: 0.0312058 | val_loss: 0.0312101 | Time: 2102.97 ms [2022-02-12 18:39:40 main:574] : INFO : Epoch 1618 | loss: 0.0312057 | val_loss: 0.0312107 | Time: 2134.81 ms [2022-02-12 18:39:42 main:574] : INFO : Epoch 1619 | loss: 0.0312062 | val_loss: 0.03121 | Time: 2025.19 ms [2022-02-12 18:39:44 main:574] : INFO : Epoch 1620 | loss: 0.0312068 | val_loss: 0.0312109 | Time: 2121.99 ms [2022-02-12 18:39:46 main:574] : INFO : Epoch 1621 | loss: 0.0312057 | val_loss: 0.0312097 | Time: 1997.67 ms [2022-02-12 18:39:48 main:574] : INFO : Epoch 1622 | loss: 0.0312097 | val_loss: 0.0312125 | Time: 1996.7 ms [2022-02-12 18:39:50 main:574] : INFO : Epoch 1623 | loss: 0.0312092 | val_loss: 0.0312177 | Time: 1916.76 ms [2022-02-12 18:39:52 main:574] : INFO : Epoch 1624 | loss: 0.0312073 | val_loss: 0.0312109 | Time: 1878.03 ms [2022-02-12 18:39:54 main:574] : INFO : Epoch 1625 | loss: 0.0312086 | val_loss: 0.0312122 | Time: 1858.14 ms [2022-02-12 18:39:56 main:574] : INFO : Epoch 1626 | loss: 0.0312095 | val_loss: 0.0312153 | Time: 1829.06 ms [2022-02-12 18:39:58 main:574] : INFO : Epoch 1627 | loss: 0.0312068 | val_loss: 0.0312126 | Time: 1842.75 ms [2022-02-12 18:40:00 main:574] : INFO : Epoch 1628 | loss: 0.0312067 | val_loss: 0.0312123 | Time: 1837.4 ms [2022-02-12 18:40:01 main:574] : INFO : Epoch 1629 | loss: 0.0312058 | val_loss: 0.0312099 | Time: 1880.79 ms [2022-02-12 18:40:03 main:574] : INFO : Epoch 1630 | loss: 0.0312049 | val_loss: 0.03121 | Time: 2026.39 ms [2022-02-12 18:40:05 main:574] : INFO : Epoch 1631 | loss: 0.0312054 | val_loss: 0.0312121 | Time: 1907.74 ms [2022-02-12 18:40:07 main:574] : INFO : Epoch 1632 | loss: 0.031207 | val_loss: 0.03121 | Time: 1952.06 ms [2022-02-12 18:40:09 main:574] : INFO : Epoch 1633 | loss: 0.0312133 | val_loss: 0.0312149 | Time: 1890.37 ms [2022-02-12 18:40:11 main:574] : INFO : Epoch 1634 | loss: 0.0312116 | val_loss: 0.031213 | Time: 1932.1 ms [2022-02-12 18:40:13 main:574] : INFO : Epoch 1635 | loss: 0.0312085 | val_loss: 0.0312117 | Time: 1931.16 ms [2022-02-12 18:40:15 main:574] : INFO : Epoch 1636 | loss: 0.0312078 | val_loss: 0.0312095 | Time: 1950.71 ms [2022-02-12 18:40:17 main:574] : INFO : Epoch 1637 | loss: 0.0312061 | val_loss: 0.0312104 | Time: 1907.86 ms [2022-02-12 18:40:19 main:574] : INFO : Epoch 1638 | loss: 0.0312066 | val_loss: 0.0312096 | Time: 1925.27 ms [2022-02-12 18:40:21 main:574] : INFO : Epoch 1639 | loss: 0.031206 | val_loss: 0.0312098 | Time: 1929.63 ms [2022-02-12 18:40:23 main:574] : INFO : Epoch 1640 | loss: 0.0312052 | val_loss: 0.0312104 | Time: 1932.89 ms [2022-02-12 18:40:25 main:574] : INFO : Epoch 1641 | loss: 0.0312209 | val_loss: 0.0312333 | Time: 1991.57 ms [2022-02-12 18:40:27 main:574] : INFO : Epoch 1642 | loss: 0.0312289 | val_loss: 0.0312254 | Time: 1984.54 ms [2022-02-12 18:40:29 main:574] : INFO : Epoch 1643 | loss: 0.0312228 | val_loss: 0.0312239 | Time: 1933 ms [2022-02-12 18:40:31 main:574] : INFO : Epoch 1644 | loss: 0.031222 | val_loss: 0.0312202 | Time: 1919.74 ms [2022-02-12 18:40:33 main:574] : INFO : Epoch 1645 | loss: 0.0312193 | val_loss: 0.0312185 | Time: 1958.37 ms [2022-02-12 18:40:35 main:574] : INFO : Epoch 1646 | loss: 0.031219 | val_loss: 0.0312194 | Time: 1948.26 ms [2022-02-12 18:40:36 main:574] : INFO : Epoch 1647 | loss: 0.0312187 | val_loss: 0.0312174 | Time: 1948.45 ms [2022-02-12 18:40:38 main:574] : INFO : Epoch 1648 | loss: 0.031218 | val_loss: 0.0312182 | Time: 1906.81 ms [2022-02-12 18:40:40 main:574] : INFO : Epoch 1649 | loss: 0.031219 | val_loss: 0.0312182 | Time: 1942.71 ms [2022-02-12 18:40:42 main:574] : INFO : Epoch 1650 | loss: 0.0312183 | val_loss: 0.0312175 | Time: 2022.74 ms [2022-02-12 18:40:44 main:574] : INFO : Epoch 1651 | loss: 0.0312184 | val_loss: 0.0312159 | Time: 1936.01 ms [2022-02-12 18:40:46 main:574] : INFO : Epoch 1652 | loss: 0.0312183 | val_loss: 0.0312168 | Time: 1926.57 ms [2022-02-12 18:40:48 main:574] : INFO : Epoch 1653 | loss: 0.0312154 | val_loss: 0.0312179 | Time: 1934.73 ms [2022-02-12 18:40:50 main:574] : INFO : Epoch 1654 | loss: 0.0312165 | val_loss: 0.0312157 | Time: 1983.21 ms [2022-02-12 18:40:52 main:574] : INFO : Epoch 1655 | loss: 0.0312153 | val_loss: 0.0312174 | Time: 1979.56 ms [2022-02-12 18:40:54 main:574] : INFO : Epoch 1656 | loss: 0.0312183 | val_loss: 0.031221 | Time: 2013.6 ms [2022-02-12 18:40:56 main:574] : INFO : Epoch 1657 | loss: 0.0312175 | val_loss: 0.0312151 | Time: 1967.18 ms [2022-02-12 18:40:58 main:574] : INFO : Epoch 1658 | loss: 0.0312185 | val_loss: 0.0312212 | Time: 1904.31 ms [2022-02-12 18:41:00 main:574] : INFO : Epoch 1659 | loss: 0.0312152 | val_loss: 0.0312176 | Time: 2064.2 ms [2022-02-12 18:41:02 main:574] : INFO : Epoch 1660 | loss: 0.0312149 | val_loss: 0.0312145 | Time: 1978.8 ms [2022-02-12 18:41:04 main:574] : INFO : Epoch 1661 | loss: 0.0312139 | val_loss: 0.0312194 | Time: 1955.17 ms [2022-02-12 18:41:06 main:574] : INFO : Epoch 1662 | loss: 0.0312149 | val_loss: 0.0312158 | Time: 1928.16 ms [2022-02-12 18:41:08 main:574] : INFO : Epoch 1663 | loss: 0.0312153 | val_loss: 0.0312224 | Time: 1974.68 ms [2022-02-12 18:41:10 main:574] : INFO : Epoch 1664 | loss: 0.0312162 | val_loss: 0.0312167 | Time: 2135.4 ms [2022-02-12 18:41:12 main:574] : INFO : Epoch 1665 | loss: 0.031214 | val_loss: 0.0312134 | Time: 2012.61 ms [2022-02-12 18:41:14 main:574] : INFO : Epoch 1666 | loss: 0.0312133 | val_loss: 0.031214 | Time: 2050.65 ms [2022-02-12 18:41:16 main:574] : INFO : Epoch 1667 | loss: 0.0312135 | val_loss: 0.0312137 | Time: 2011.21 ms [2022-02-12 18:41:18 main:574] : INFO : Epoch 1668 | loss: 0.0312132 | val_loss: 0.0312132 | Time: 1977.25 ms [2022-02-12 18:41:20 main:574] : INFO : Epoch 1669 | loss: 0.0312161 | val_loss: 0.0312234 | Time: 2057.32 ms [2022-02-12 18:41:22 main:574] : INFO : Epoch 1670 | loss: 0.0312159 | val_loss: 0.0312133 | Time: 2024.12 ms [2022-02-12 18:41:24 main:574] : INFO : Epoch 1671 | loss: 0.0312136 | val_loss: 0.0312208 | Time: 2073.27 ms [2022-02-12 18:41:26 main:574] : INFO : Epoch 1672 | loss: 0.0312165 | val_loss: 0.031213 | Time: 2111.06 ms [2022-02-12 18:41:29 main:574] : INFO : Epoch 1673 | loss: 0.0312122 | val_loss: 0.031215 | Time: 2026.34 ms [2022-02-12 18:41:31 main:574] : INFO : Epoch 1674 | loss: 0.0312134 | val_loss: 0.0312124 | Time: 2128.03 ms [2022-02-12 18:41:33 main:574] : INFO : Epoch 1675 | loss: 0.0312116 | val_loss: 0.0312136 | Time: 1984.28 ms [2022-02-12 18:41:35 main:574] : INFO : Epoch 1676 | loss: 0.0312112 | val_loss: 0.0312145 | Time: 1948.18 ms [2022-02-12 18:41:37 main:574] : INFO : Epoch 1677 | loss: 0.0312124 | val_loss: 0.0312141 | Time: 2023.57 ms [2022-02-12 18:41:39 main:574] : INFO : Epoch 1678 | loss: 0.0312121 | val_loss: 0.0312131 | Time: 2022.22 ms [2022-02-12 18:41:41 main:574] : INFO : Epoch 1679 | loss: 0.0312119 | val_loss: 0.0312121 | Time: 2040.96 ms [2022-02-12 18:41:43 main:574] : INFO : Epoch 1680 | loss: 0.0312112 | val_loss: 0.0312125 | Time: 2009.19 ms [2022-02-12 18:41:45 main:574] : INFO : Epoch 1681 | loss: 0.0312109 | val_loss: 0.0312122 | Time: 2088.95 ms [2022-02-12 18:41:47 main:574] : INFO : Epoch 1682 | loss: 0.0312124 | val_loss: 0.0312155 | Time: 2113.88 ms [2022-02-12 18:41:49 main:574] : INFO : Epoch 1683 | loss: 0.0312127 | val_loss: 0.0312134 | Time: 2065.48 ms [2022-02-12 18:41:51 main:574] : INFO : Epoch 1684 | loss: 0.0312117 | val_loss: 0.0312123 | Time: 1969.55 ms [2022-02-12 18:41:53 main:574] : INFO : Epoch 1685 | loss: 0.0312115 | val_loss: 0.0312132 | Time: 2041.29 ms [2022-02-12 18:41:55 main:574] : INFO : Epoch 1686 | loss: 0.0312126 | val_loss: 0.0312114 | Time: 1942.13 ms [2022-02-12 18:41:57 main:574] : INFO : Epoch 1687 | loss: 0.0312121 | val_loss: 0.0312115 | Time: 1990.98 ms [2022-02-12 18:41:59 main:574] : INFO : Epoch 1688 | loss: 0.0312108 | val_loss: 0.0312118 | Time: 2048.08 ms [2022-02-12 18:42:01 main:574] : INFO : Epoch 1689 | loss: 0.0312111 | val_loss: 0.0312104 | Time: 2110.86 ms [2022-02-12 18:42:03 main:574] : INFO : Epoch 1690 | loss: 0.0312096 | val_loss: 0.0312105 | Time: 2068.8 ms [2022-02-12 18:42:05 main:574] : INFO : Epoch 1691 | loss: 0.031212 | val_loss: 0.0312198 | Time: 2109.68 ms [2022-02-12 18:42:07 main:574] : INFO : Epoch 1692 | loss: 0.0312126 | val_loss: 0.0312103 | Time: 2016.3 ms [2022-02-12 18:42:09 main:574] : INFO : Epoch 1693 | loss: 0.0312115 | val_loss: 0.03121 | Time: 1962.34 ms [2022-02-12 18:42:11 main:574] : INFO : Epoch 1694 | loss: 0.0312103 | val_loss: 0.0312119 | Time: 1987.41 ms [2022-02-12 18:42:13 main:574] : INFO : Epoch 1695 | loss: 0.03121 | val_loss: 0.0312105 | Time: 1958.57 ms [2022-02-12 18:42:15 main:574] : INFO : Epoch 1696 | loss: 0.0312109 | val_loss: 0.0312121 | Time: 2012.9 ms [2022-02-12 18:42:17 main:574] : INFO : Epoch 1697 | loss: 0.0312103 | val_loss: 0.0312169 | Time: 2070.46 ms [2022-02-12 18:42:19 main:574] : INFO : Epoch 1698 | loss: 0.0312142 | val_loss: 0.0312171 | Time: 2113.56 ms [2022-02-12 18:42:22 main:574] : INFO : Epoch 1699 | loss: 0.0312095 | val_loss: 0.0312119 | Time: 2009.94 ms [2022-02-12 18:42:23 main:574] : INFO : Epoch 1700 | loss: 0.0312102 | val_loss: 0.0312118 | Time: 1957.66 ms [2022-02-12 18:42:25 main:574] : INFO : Epoch 1701 | loss: 0.0312109 | val_loss: 0.0312109 | Time: 1918.89 ms [2022-02-12 18:42:27 main:574] : INFO : Epoch 1702 | loss: 0.0312096 | val_loss: 0.0312103 | Time: 2000.84 ms [2022-02-12 18:42:29 main:574] : INFO : Epoch 1703 | loss: 0.0312121 | val_loss: 0.0312171 | Time: 1923.75 ms [2022-02-12 18:42:31 main:574] : INFO : Epoch 1704 | loss: 0.0312121 | val_loss: 0.0312188 | Time: 2019.05 ms [2022-02-12 18:42:33 main:574] : INFO : Epoch 1705 | loss: 0.0312127 | val_loss: 0.0312114 | Time: 1983.47 ms [2022-02-12 18:42:35 main:574] : INFO : Epoch 1706 | loss: 0.0312095 | val_loss: 0.0312115 | Time: 1994.48 ms [2022-02-12 18:42:37 main:574] : INFO : Epoch 1707 | loss: 0.0312087 | val_loss: 0.0312107 | Time: 2027.25 ms [2022-02-12 18:42:39 main:574] : INFO : Epoch 1708 | loss: 0.0312104 | val_loss: 0.0312111 | Time: 1985.29 ms [2022-02-12 18:42:41 main:574] : INFO : Epoch 1709 | loss: 0.03121 | val_loss: 0.0312123 | Time: 2030.94 ms [2022-02-12 18:42:43 main:574] : INFO : Epoch 1710 | loss: 0.0312122 | val_loss: 0.0312165 | Time: 1936.76 ms [2022-02-12 18:42:45 main:574] : INFO : Epoch 1711 | loss: 0.03121 | val_loss: 0.0312108 | Time: 2028.66 ms [2022-02-12 18:42:47 main:574] : INFO : Epoch 1712 | loss: 0.0312094 | val_loss: 0.0312131 | Time: 1959.36 ms [2022-02-12 18:42:49 main:574] : INFO : Epoch 1713 | loss: 0.0312087 | val_loss: 0.0312102 | Time: 1954.86 ms [2022-02-12 18:42:51 main:574] : INFO : Epoch 1714 | loss: 0.031209 | val_loss: 0.0312105 | Time: 2062.44 ms [2022-02-12 18:42:53 main:574] : INFO : Epoch 1715 | loss: 0.0312082 | val_loss: 0.0312176 | Time: 1961.49 ms [2022-02-12 18:42:55 main:574] : INFO : Epoch 1716 | loss: 0.0312109 | val_loss: 0.0312125 | Time: 1941.37 ms [2022-02-12 18:42:57 main:574] : INFO : Epoch 1717 | loss: 0.0312089 | val_loss: 0.0312125 | Time: 1927.65 ms [2022-02-12 18:42:59 main:574] : INFO : Epoch 1718 | loss: 0.0312094 | val_loss: 0.0312121 | Time: 2021.88 ms [2022-02-12 18:43:01 main:574] : INFO : Epoch 1719 | loss: 0.0312099 | val_loss: 0.0312107 | Time: 2179.82 ms [2022-02-12 18:43:03 main:574] : INFO : Epoch 1720 | loss: 0.0312082 | val_loss: 0.0312101 | Time: 1959.64 ms [2022-02-12 18:43:05 main:574] : INFO : Epoch 1721 | loss: 0.0312099 | val_loss: 0.0312191 | Time: 2046.9 ms [2022-02-12 18:43:07 main:574] : INFO : Epoch 1722 | loss: 0.0312093 | val_loss: 0.0312109 | Time: 1977.46 ms [2022-02-12 18:43:10 main:574] : INFO : Epoch 1723 | loss: 0.0312084 | val_loss: 0.0312103 | Time: 2073.08 ms [2022-02-12 18:43:12 main:574] : INFO : Epoch 1724 | loss: 0.0312098 | val_loss: 0.0312117 | Time: 2045.06 ms [2022-02-12 18:43:14 main:574] : INFO : Epoch 1725 | loss: 0.0312129 | val_loss: 0.0312106 | Time: 2051.63 ms [2022-02-12 18:43:16 main:574] : INFO : Epoch 1726 | loss: 0.0312094 | val_loss: 0.0312136 | Time: 2081.68 ms [2022-02-12 18:43:18 main:574] : INFO : Epoch 1727 | loss: 0.0312086 | val_loss: 0.0312103 | Time: 2096.09 ms [2022-02-12 18:43:20 main:574] : INFO : Epoch 1728 | loss: 0.0312096 | val_loss: 0.0312104 | Time: 2013.96 ms [2022-02-12 18:43:22 main:574] : INFO : Epoch 1729 | loss: 0.0312097 | val_loss: 0.0312097 | Time: 2086.2 ms [2022-02-12 18:43:24 main:574] : INFO : Epoch 1730 | loss: 0.0312085 | val_loss: 0.0312115 | Time: 2069.24 ms [2022-02-12 18:43:26 main:574] : INFO : Epoch 1731 | loss: 0.0312122 | val_loss: 0.0312125 | Time: 2028.69 ms [2022-02-12 18:43:28 main:574] : INFO : Epoch 1732 | loss: 0.0312118 | val_loss: 0.0312102 | Time: 2074.37 ms [2022-02-12 18:43:30 main:574] : INFO : Epoch 1733 | loss: 0.0312117 | val_loss: 0.0312104 | Time: 2083.22 ms [2022-02-12 18:43:32 main:574] : INFO : Epoch 1734 | loss: 0.0312088 | val_loss: 0.0312116 | Time: 2025.9 ms [2022-02-12 18:43:34 main:574] : INFO : Epoch 1735 | loss: 0.0312101 | val_loss: 0.0312113 | Time: 2008.05 ms [2022-02-12 18:43:36 main:574] : INFO : Epoch 1736 | loss: 0.0312092 | val_loss: 0.0312115 | Time: 2010.96 ms [2022-02-12 18:43:38 main:574] : INFO : Epoch 1737 | loss: 0.0312087 | val_loss: 0.0312127 | Time: 1979.32 ms [2022-02-12 18:43:40 main:574] : INFO : Epoch 1738 | loss: 0.0312087 | val_loss: 0.0312114 | Time: 2023.28 ms [2022-02-12 18:43:42 main:574] : INFO : Epoch 1739 | loss: 0.0312113 | val_loss: 0.0312111 | Time: 2047.35 ms [2022-02-12 18:43:44 main:574] : INFO : Epoch 1740 | loss: 0.0312074 | val_loss: 0.0312096 | Time: 1967.64 ms [2022-02-12 18:43:46 main:574] : INFO : Epoch 1741 | loss: 0.0312076 | val_loss: 0.0312134 | Time: 1992.54 ms [2022-02-12 18:43:48 main:574] : INFO : Epoch 1742 | loss: 0.0312108 | val_loss: 0.0312116 | Time: 2019.98 ms [2022-02-12 18:43:50 main:574] : INFO : Epoch 1743 | loss: 0.0312079 | val_loss: 0.0312101 | Time: 2134.43 ms [2022-02-12 18:43:53 main:574] : INFO : Epoch 1744 | loss: 0.0312091 | val_loss: 0.0312107 | Time: 2032.67 ms [2022-02-12 18:43:55 main:574] : INFO : Epoch 1745 | loss: 0.0312133 | val_loss: 0.0312105 | Time: 2067.5 ms [2022-02-12 18:43:57 main:574] : INFO : Epoch 1746 | loss: 0.0312082 | val_loss: 0.0312135 | Time: 1997.6 ms [2022-02-12 18:43:59 main:574] : INFO : Epoch 1747 | loss: 0.0312091 | val_loss: 0.0312096 | Time: 1995.22 ms [2022-02-12 18:44:01 main:574] : INFO : Epoch 1748 | loss: 0.0312127 | val_loss: 0.0312157 | Time: 2005.28 ms [2022-02-12 18:44:03 main:574] : INFO : Epoch 1749 | loss: 0.0312088 | val_loss: 0.0312138 | Time: 2068.95 ms [2022-02-12 18:44:05 main:574] : INFO : Epoch 1750 | loss: 0.0312115 | val_loss: 0.0312142 | Time: 2033.72 ms [2022-02-12 18:44:07 main:574] : INFO : Epoch 1751 | loss: 0.0312099 | val_loss: 0.0312121 | Time: 2030.67 ms [2022-02-12 18:44:09 main:574] : INFO : Epoch 1752 | loss: 0.0312082 | val_loss: 0.0312121 | Time: 2058.76 ms [2022-02-12 18:44:11 main:574] : INFO : Epoch 1753 | loss: 0.0312096 | val_loss: 0.0312155 | Time: 2054.55 ms [2022-02-12 18:44:13 main:574] : INFO : Epoch 1754 | loss: 0.0312115 | val_loss: 0.0312131 | Time: 2056.98 ms [2022-02-12 18:44:15 main:574] : INFO : Epoch 1755 | loss: 0.0312077 | val_loss: 0.0312112 | Time: 1971.09 ms [2022-02-12 18:44:17 main:574] : INFO : Epoch 1756 | loss: 0.0312073 | val_loss: 0.0312099 | Time: 2045.86 ms [2022-02-12 18:44:19 main:574] : INFO : Epoch 1757 | loss: 0.0312071 | val_loss: 0.031211 | Time: 1973.18 ms [2022-02-12 18:44:21 main:574] : INFO : Epoch 1758 | loss: 0.0312078 | val_loss: 0.0312103 | Time: 1978.99 ms [2022-02-12 18:44:23 main:574] : INFO : Epoch 1759 | loss: 0.0312076 | val_loss: 0.0312091 | Time: 1991.95 ms [2022-02-12 18:44:25 main:574] : INFO : Epoch 1760 | loss: 0.0312067 | val_loss: 0.0312097 | Time: 1973.78 ms [2022-02-12 18:44:27 main:574] : INFO : Epoch 1761 | loss: 0.0312083 | val_loss: 0.0312105 | Time: 1975.67 ms [2022-02-12 18:44:29 main:574] : INFO : Epoch 1762 | loss: 0.0312073 | val_loss: 0.0312096 | Time: 1913.2 ms [2022-02-12 18:44:31 main:574] : INFO : Epoch 1763 | loss: 0.0312087 | val_loss: 0.0312098 | Time: 1887.8 ms [2022-02-12 18:44:33 main:574] : INFO : Epoch 1764 | loss: 0.0312067 | val_loss: 0.0312117 | Time: 1954.91 ms [2022-02-12 18:44:35 main:574] : INFO : Epoch 1765 | loss: 0.0312093 | val_loss: 0.0312095 | Time: 1940.4 ms [2022-02-12 18:44:37 main:574] : INFO : Epoch 1766 | loss: 0.0312108 | val_loss: 0.0312136 | Time: 1930.54 ms [2022-02-12 18:44:39 main:574] : INFO : Epoch 1767 | loss: 0.0312073 | val_loss: 0.0312098 | Time: 2024.85 ms [2022-02-12 18:44:41 main:574] : INFO : Epoch 1768 | loss: 0.0312088 | val_loss: 0.0312102 | Time: 2000.51 ms [2022-02-12 18:44:43 main:574] : INFO : Epoch 1769 | loss: 0.0312098 | val_loss: 0.0312112 | Time: 1960.74 ms [2022-02-12 18:44:45 main:574] : INFO : Epoch 1770 | loss: 0.031211 | val_loss: 0.0312115 | Time: 1920.77 ms [2022-02-12 18:44:46 main:574] : INFO : Epoch 1771 | loss: 0.0312084 | val_loss: 0.0312106 | Time: 1937.03 ms [2022-02-12 18:44:48 main:574] : INFO : Epoch 1772 | loss: 0.0312088 | val_loss: 0.0312129 | Time: 1997.56 ms [2022-02-12 18:44:50 main:574] : INFO : Epoch 1773 | loss: 0.0312068 | val_loss: 0.0312123 | Time: 1936.98 ms [2022-02-12 18:44:52 main:574] : INFO : Epoch 1774 | loss: 0.031207 | val_loss: 0.0312106 | Time: 1917.81 ms [2022-02-12 18:44:54 main:574] : INFO : Epoch 1775 | loss: 0.0312075 | val_loss: 0.0312089 | Time: 1983.66 ms [2022-02-12 18:44:56 main:574] : INFO : Epoch 1776 | loss: 0.0312099 | val_loss: 0.0312109 | Time: 1971.8 ms [2022-02-12 18:44:58 main:574] : INFO : Epoch 1777 | loss: 0.0312074 | val_loss: 0.0312099 | Time: 1947.79 ms [2022-02-12 18:45:00 main:574] : INFO : Epoch 1778 | loss: 0.0312062 | val_loss: 0.0312113 | Time: 2009.36 ms [2022-02-12 18:45:02 main:574] : INFO : Epoch 1779 | loss: 0.0312064 | val_loss: 0.0312145 | Time: 1954.56 ms [2022-02-12 18:45:04 main:574] : INFO : Epoch 1780 | loss: 0.031207 | val_loss: 0.031213 | Time: 1955.35 ms [2022-02-12 18:45:06 main:574] : INFO : Epoch 1781 | loss: 0.0312074 | val_loss: 0.0312113 | Time: 1913.18 ms [2022-02-12 18:45:08 main:574] : INFO : Epoch 1782 | loss: 0.0312107 | val_loss: 0.0312154 | Time: 1977.27 ms [2022-02-12 18:45:10 main:574] : INFO : Epoch 1783 | loss: 0.0312088 | val_loss: 0.0312117 | Time: 1932.01 ms [2022-02-12 18:45:12 main:574] : INFO : Epoch 1784 | loss: 0.0312062 | val_loss: 0.0312096 | Time: 1957.85 ms [2022-02-12 18:45:14 main:574] : INFO : Epoch 1785 | loss: 0.0312059 | val_loss: 0.0312115 | Time: 1989.98 ms [2022-02-12 18:45:16 main:574] : INFO : Epoch 1786 | loss: 0.031209 | val_loss: 0.0312126 | Time: 2033.8 ms [2022-02-12 18:45:18 main:574] : INFO : Epoch 1787 | loss: 0.0312084 | val_loss: 0.0312099 | Time: 1978.49 ms [2022-02-12 18:45:20 main:574] : INFO : Epoch 1788 | loss: 0.0312062 | val_loss: 0.0312125 | Time: 1952.64 ms [2022-02-12 18:45:22 main:574] : INFO : Epoch 1789 | loss: 0.0312069 | val_loss: 0.031211 | Time: 2045.97 ms [2022-02-12 18:45:24 main:574] : INFO : Epoch 1790 | loss: 0.0312088 | val_loss: 0.0312113 | Time: 1996.65 ms [2022-02-12 18:45:26 main:574] : INFO : Epoch 1791 | loss: 0.0312077 | val_loss: 0.0312098 | Time: 2037.1 ms [2022-02-12 18:45:28 main:574] : INFO : Epoch 1792 | loss: 0.0312065 | val_loss: 0.031209 | Time: 2011.67 ms [2022-02-12 18:45:30 main:574] : INFO : Epoch 1793 | loss: 0.0312058 | val_loss: 0.0312105 | Time: 2027 ms [2022-02-12 18:45:32 main:574] : INFO : Epoch 1794 | loss: 0.031206 | val_loss: 0.0312104 | Time: 2111.64 ms [2022-02-12 18:45:34 main:574] : INFO : Epoch 1795 | loss: 0.0312084 | val_loss: 0.0312093 | Time: 2039.64 ms [2022-02-12 18:45:36 main:574] : INFO : Epoch 1796 | loss: 0.0312096 | val_loss: 0.031213 | Time: 2040.92 ms [2022-02-12 18:45:38 main:574] : INFO : Epoch 1797 | loss: 0.0312082 | val_loss: 0.0312086 | Time: 1973.19 ms [2022-02-12 18:45:40 main:574] : INFO : Epoch 1798 | loss: 0.0312063 | val_loss: 0.0312101 | Time: 2023.63 ms [2022-02-12 18:45:42 main:574] : INFO : Epoch 1799 | loss: 0.031209 | val_loss: 0.0312223 | Time: 2007.17 ms [2022-02-12 18:45:44 main:574] : INFO : Epoch 1800 | loss: 0.0312153 | val_loss: 0.0312105 | Time: 1957.04 ms [2022-02-12 18:45:46 main:574] : INFO : Epoch 1801 | loss: 0.0312084 | val_loss: 0.0312114 | Time: 1960.08 ms [2022-02-12 18:45:48 main:574] : INFO : Epoch 1802 | loss: 0.0312098 | val_loss: 0.0312129 | Time: 2027.46 ms [2022-02-12 18:45:50 main:574] : INFO : Epoch 1803 | loss: 0.031209 | val_loss: 0.0312093 | Time: 1966.82 ms [2022-02-12 18:45:52 main:574] : INFO : Epoch 1804 | loss: 0.0312064 | val_loss: 0.0312113 | Time: 2019.27 ms [2022-02-12 18:45:54 main:574] : INFO : Epoch 1805 | loss: 0.0312079 | val_loss: 0.0312099 | Time: 1978.5 ms [2022-02-12 18:45:56 main:574] : INFO : Epoch 1806 | loss: 0.0312067 | val_loss: 0.0312111 | Time: 1994.84 ms [2022-02-12 18:45:58 main:574] : INFO : Epoch 1807 | loss: 0.0312065 | val_loss: 0.0312118 | Time: 1990.49 ms [2022-02-12 18:46:00 main:574] : INFO : Epoch 1808 | loss: 0.0312097 | val_loss: 0.0312123 | Time: 1973.16 ms [2022-02-12 18:46:02 main:574] : INFO : Epoch 1809 | loss: 0.0312084 | val_loss: 0.0312097 | Time: 2032.58 ms [2022-02-12 18:46:04 main:574] : INFO : Epoch 1810 | loss: 0.0312067 | val_loss: 0.0312106 | Time: 2010.6 ms [2022-02-12 18:46:06 main:574] : INFO : Epoch 1811 | loss: 0.0312113 | val_loss: 0.031215 | Time: 1989.85 ms [2022-02-12 18:46:08 main:574] : INFO : Epoch 1812 | loss: 0.0312069 | val_loss: 0.0312101 | Time: 1965.46 ms [2022-02-12 18:46:10 main:574] : INFO : Epoch 1813 | loss: 0.0312065 | val_loss: 0.0312092 | Time: 1940.24 ms [2022-02-12 18:46:12 main:574] : INFO : Epoch 1814 | loss: 0.0312069 | val_loss: 0.0312102 | Time: 2043.54 ms [2022-02-12 18:46:14 main:574] : INFO : Epoch 1815 | loss: 0.0312074 | val_loss: 0.0312086 | Time: 2051.9 ms [2022-02-12 18:46:16 main:574] : INFO : Epoch 1816 | loss: 0.0312085 | val_loss: 0.0312223 | Time: 1900.45 ms [2022-02-12 18:46:18 main:574] : INFO : Epoch 1817 | loss: 0.0312114 | val_loss: 0.0312103 | Time: 2056.33 ms [2022-02-12 18:46:20 main:574] : INFO : Epoch 1818 | loss: 0.0312068 | val_loss: 0.0312139 | Time: 1967.18 ms [2022-02-12 18:46:22 main:574] : INFO : Epoch 1819 | loss: 0.0312106 | val_loss: 0.0312145 | Time: 1993.62 ms [2022-02-12 18:46:24 main:574] : INFO : Epoch 1820 | loss: 0.0312081 | val_loss: 0.0312098 | Time: 2025.75 ms [2022-02-12 18:46:26 main:574] : INFO : Epoch 1821 | loss: 0.0312056 | val_loss: 0.0312085 | Time: 1976.88 ms [2022-02-12 18:46:28 main:574] : INFO : Epoch 1822 | loss: 0.0312089 | val_loss: 0.0312138 | Time: 1918.83 ms [2022-02-12 18:46:30 main:574] : INFO : Epoch 1823 | loss: 0.0312086 | val_loss: 0.0312113 | Time: 2003.26 ms [2022-02-12 18:46:32 main:574] : INFO : Epoch 1824 | loss: 0.031207 | val_loss: 0.0312096 | Time: 1968.73 ms [2022-02-12 18:46:34 main:574] : INFO : Epoch 1825 | loss: 0.0312058 | val_loss: 0.0312138 | Time: 1973.05 ms [2022-02-12 18:46:36 main:574] : INFO : Epoch 1826 | loss: 0.0312095 | val_loss: 0.0312126 | Time: 2022.73 ms [2022-02-12 18:46:38 main:574] : INFO : Epoch 1827 | loss: 0.031208 | val_loss: 0.03121 | Time: 1961.35 ms [2022-02-12 18:46:40 main:574] : INFO : Epoch 1828 | loss: 0.0312079 | val_loss: 0.0312153 | Time: 2008.91 ms [2022-02-12 18:46:42 main:574] : INFO : Epoch 1829 | loss: 0.0312067 | val_loss: 0.0312098 | Time: 1979.03 ms [2022-02-12 18:46:44 main:574] : INFO : Epoch 1830 | loss: 0.0312082 | val_loss: 0.0312103 | Time: 2054.27 ms [2022-02-12 18:46:46 main:574] : INFO : Epoch 1831 | loss: 0.0312077 | val_loss: 0.0312098 | Time: 2038.09 ms [2022-02-12 18:46:48 main:574] : INFO : Epoch 1832 | loss: 0.031208 | val_loss: 0.0312251 | Time: 1945.82 ms [2022-02-12 18:46:50 main:574] : INFO : Epoch 1833 | loss: 0.0312077 | val_loss: 0.0312121 | Time: 1981.27 ms [2022-02-12 18:46:52 main:574] : INFO : Epoch 1834 | loss: 0.0312064 | val_loss: 0.0312096 | Time: 1955.46 ms [2022-02-12 18:46:54 main:574] : INFO : Epoch 1835 | loss: 0.0312052 | val_loss: 0.0312093 | Time: 1976.94 ms [2022-02-12 18:46:56 main:574] : INFO : Epoch 1836 | loss: 0.0312057 | val_loss: 0.0312095 | Time: 2015.98 ms [2022-02-12 18:46:58 main:574] : INFO : Epoch 1837 | loss: 0.0312054 | val_loss: 0.0312116 | Time: 1913.2 ms [2022-02-12 18:47:00 main:574] : INFO : Epoch 1838 | loss: 0.0312076 | val_loss: 0.0312139 | Time: 1975.25 ms [2022-02-12 18:47:02 main:574] : INFO : Epoch 1839 | loss: 0.0312054 | val_loss: 0.0312093 | Time: 2006.88 ms [2022-02-12 18:47:04 main:574] : INFO : Epoch 1840 | loss: 0.0312044 | val_loss: 0.0312129 | Time: 2060.34 ms [2022-02-12 18:47:06 main:574] : INFO : Epoch 1841 | loss: 0.0312046 | val_loss: 0.0312105 | Time: 2001.02 ms [2022-02-12 18:47:08 main:574] : INFO : Epoch 1842 | loss: 0.0312058 | val_loss: 0.0312164 | Time: 2022.9 ms [2022-02-12 18:47:10 main:574] : INFO : Epoch 1843 | loss: 0.0312072 | val_loss: 0.0312205 | Time: 1942.57 ms [2022-02-12 18:47:12 main:574] : INFO : Epoch 1844 | loss: 0.0312166 | val_loss: 0.031215 | Time: 2019.58 ms [2022-02-12 18:47:14 main:574] : INFO : Epoch 1845 | loss: 0.0312088 | val_loss: 0.0312118 | Time: 2024.44 ms [2022-02-12 18:47:16 main:574] : INFO : Epoch 1846 | loss: 0.0312075 | val_loss: 0.0312098 | Time: 2047.11 ms [2022-02-12 18:47:18 main:574] : INFO : Epoch 1847 | loss: 0.0312081 | val_loss: 0.0312104 | Time: 2055.6 ms [2022-02-12 18:47:20 main:574] : INFO : Epoch 1848 | loss: 0.0312144 | val_loss: 0.0312152 | Time: 2044.32 ms [2022-02-12 18:47:23 main:574] : INFO : Epoch 1849 | loss: 0.0312093 | val_loss: 0.0312104 | Time: 2066.21 ms [2022-02-12 18:47:25 main:574] : INFO : Epoch 1850 | loss: 0.0312065 | val_loss: 0.0312096 | Time: 1997.23 ms [2022-02-12 18:47:27 main:574] : INFO : Epoch 1851 | loss: 0.031208 | val_loss: 0.0312115 | Time: 2008.37 ms [2022-02-12 18:47:29 main:574] : INFO : Epoch 1852 | loss: 0.0312059 | val_loss: 0.0312089 | Time: 2025.21 ms [2022-02-12 18:47:31 main:574] : INFO : Epoch 1853 | loss: 0.0312057 | val_loss: 0.0312093 | Time: 2055.95 ms [2022-02-12 18:47:33 main:574] : INFO : Epoch 1854 | loss: 0.0312057 | val_loss: 0.0312115 | Time: 1983.58 ms [2022-02-12 18:47:35 main:574] : INFO : Epoch 1855 | loss: 0.0312058 | val_loss: 0.0312105 | Time: 1980.48 ms [2022-02-12 18:47:37 main:574] : INFO : Epoch 1856 | loss: 0.0312051 | val_loss: 0.0312103 | Time: 2015.89 ms [2022-02-12 18:47:39 main:574] : INFO : Epoch 1857 | loss: 0.0312062 | val_loss: 0.0312094 | Time: 1994.17 ms [2022-02-12 18:47:41 main:574] : INFO : Epoch 1858 | loss: 0.0312075 | val_loss: 0.03121 | Time: 1953.36 ms [2022-02-12 18:47:43 main:574] : INFO : Epoch 1859 | loss: 0.0312083 | val_loss: 0.03121 | Time: 1982.04 ms [2022-02-12 18:47:45 main:574] : INFO : Epoch 1860 | loss: 0.0312075 | val_loss: 0.0312114 | Time: 1993.19 ms [2022-02-12 18:47:47 main:574] : INFO : Epoch 1861 | loss: 0.0312101 | val_loss: 0.0312112 | Time: 2007.39 ms [2022-02-12 18:47:49 main:574] : INFO : Epoch 1862 | loss: 0.0312072 | val_loss: 0.0312096 | Time: 1960.55 ms [2022-02-12 18:47:51 main:574] : INFO : Epoch 1863 | loss: 0.031205 | val_loss: 0.0312111 | Time: 2007.61 ms [2022-02-12 18:47:53 main:574] : INFO : Epoch 1864 | loss: 0.0312055 | val_loss: 0.0312101 | Time: 1986.01 ms [2022-02-12 18:47:55 main:574] : INFO : Epoch 1865 | loss: 0.031206 | val_loss: 0.03121 | Time: 1955.24 ms [2022-02-12 18:47:57 main:574] : INFO : Epoch 1866 | loss: 0.0312065 | val_loss: 0.0312104 | Time: 1982.5 ms [2022-02-12 18:47:59 main:574] : INFO : Epoch 1867 | loss: 0.031206 | val_loss: 0.0312247 | Time: 2000.35 ms [2022-02-12 18:48:01 main:574] : INFO : Epoch 1868 | loss: 0.0312118 | val_loss: 0.0312156 | Time: 1981.49 ms [2022-02-12 18:48:03 main:574] : INFO : Epoch 1869 | loss: 0.0312071 | val_loss: 0.0312105 | Time: 2053.54 ms [2022-02-12 18:48:05 main:574] : INFO : Epoch 1870 | loss: 0.0312065 | val_loss: 0.0312106 | Time: 2032.4 ms [2022-02-12 18:48:07 main:574] : INFO : Epoch 1871 | loss: 0.0312048 | val_loss: 0.0312094 | Time: 1938.77 ms [2022-02-12 18:48:08 main:574] : INFO : Epoch 1872 | loss: 0.0312054 | val_loss: 0.0312096 | Time: 1917.7 ms [2022-02-12 18:48:10 main:574] : INFO : Epoch 1873 | loss: 0.0312046 | val_loss: 0.0312119 | Time: 1986.89 ms [2022-02-12 18:48:12 main:574] : INFO : Epoch 1874 | loss: 0.0312067 | val_loss: 0.0312117 | Time: 1972.43 ms [2022-02-12 18:48:14 main:574] : INFO : Epoch 1875 | loss: 0.0312067 | val_loss: 0.0312128 | Time: 1935.21 ms [2022-02-12 18:48:16 main:574] : INFO : Epoch 1876 | loss: 0.0312082 | val_loss: 0.0312116 | Time: 1996.04 ms [2022-02-12 18:48:18 main:574] : INFO : Epoch 1877 | loss: 0.0312085 | val_loss: 0.0312104 | Time: 1980.33 ms [2022-02-12 18:48:20 main:574] : INFO : Epoch 1878 | loss: 0.0312044 | val_loss: 0.0312113 | Time: 1948.16 ms [2022-02-12 18:48:22 main:574] : INFO : Epoch 1879 | loss: 0.0312071 | val_loss: 0.0312119 | Time: 2038.52 ms [2022-02-12 18:48:24 main:574] : INFO : Epoch 1880 | loss: 0.0312076 | val_loss: 0.0312141 | Time: 1909.99 ms [2022-02-12 18:48:26 main:574] : INFO : Epoch 1881 | loss: 0.0312093 | val_loss: 0.0312123 | Time: 2014.35 ms [2022-02-12 18:48:28 main:574] : INFO : Epoch 1882 | loss: 0.0312086 | val_loss: 0.0312135 | Time: 2043.17 ms [2022-02-12 18:48:30 main:574] : INFO : Epoch 1883 | loss: 0.0312072 | val_loss: 0.0312161 | Time: 2015.34 ms [2022-02-12 18:48:32 main:574] : INFO : Epoch 1884 | loss: 0.031208 | val_loss: 0.031212 | Time: 2071.55 ms [2022-02-12 18:48:35 main:574] : INFO : Epoch 1885 | loss: 0.0312089 | val_loss: 0.0312165 | Time: 2035.08 ms [2022-02-12 18:48:36 main:574] : INFO : Epoch 1886 | loss: 0.0312078 | val_loss: 0.0312149 | Time: 1981.5 ms [2022-02-12 18:48:38 main:574] : INFO : Epoch 1887 | loss: 0.0312084 | val_loss: 0.0312259 | Time: 1939.31 ms [2022-02-12 18:48:40 main:574] : INFO : Epoch 1888 | loss: 0.031213 | val_loss: 0.03122 | Time: 1984.66 ms [2022-02-12 18:48:42 main:574] : INFO : Epoch 1889 | loss: 0.0312091 | val_loss: 0.0312152 | Time: 1977.57 ms [2022-02-12 18:48:44 main:574] : INFO : Epoch 1890 | loss: 0.0312076 | val_loss: 0.0312167 | Time: 1967.1 ms [2022-02-12 18:48:46 main:574] : INFO : Epoch 1891 | loss: 0.0312087 | val_loss: 0.0312133 | Time: 1968.24 ms [2022-02-12 18:48:48 main:574] : INFO : Epoch 1892 | loss: 0.031206 | val_loss: 0.0312112 | Time: 1991.3 ms [2022-02-12 18:48:50 main:574] : INFO : Epoch 1893 | loss: 0.0312061 | val_loss: 0.0312133 | Time: 1999.91 ms [2022-02-12 18:48:52 main:574] : INFO : Epoch 1894 | loss: 0.0312065 | val_loss: 0.0312128 | Time: 1950.38 ms [2022-02-12 18:48:54 main:574] : INFO : Epoch 1895 | loss: 0.0312084 | val_loss: 0.0312166 | Time: 1998.89 ms [2022-02-12 18:48:56 main:574] : INFO : Epoch 1896 | loss: 0.0312077 | val_loss: 0.0312134 | Time: 1994.92 ms [2022-02-12 18:48:58 main:574] : INFO : Epoch 1897 | loss: 0.0312066 | val_loss: 0.0312136 | Time: 1940.15 ms [2022-02-12 18:49:00 main:574] : INFO : Epoch 1898 | loss: 0.0312085 | val_loss: 0.0312156 | Time: 1961.67 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: Quadro P1000) [2022-02-12 20:28:10 main:435] : INFO : Set logging level to 1 [2022-02-12 20:28:10 main:441] : INFO : Running in BOINC Client mode [2022-02-12 20:28:10 main:444] : INFO : Resolving all filenames [2022-02-12 20:28:10 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-12 20:28:10 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-12 20:28:10 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-12 20:28:10 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-12 20:28:10 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-12 20:28:10 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-12 20:28:10 main:474] : INFO : Configuration: [2022-02-12 20:28:10 main:475] : INFO : Model type: GRU [2022-02-12 20:28:10 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-12 20:28:10 main:477] : INFO : Max Epochs: 2048 [2022-02-12 20:28:10 main:478] : INFO : Batch Size: 128 [2022-02-12 20:28:10 main:479] : INFO : Learning Rate: 0.01 [2022-02-12 20:28:10 main:480] : INFO : Patience: 10 [2022-02-12 20:28:10 main:481] : INFO : Hidden Width: 12 [2022-02-12 20:28:10 main:482] : INFO : # Recurrent Layers: 4 [2022-02-12 20:28:10 main:483] : INFO : # Backend Layers: 4 [2022-02-12 20:28:10 main:484] : INFO : # Threads: 1 [2022-02-12 20:28:10 main:486] : INFO : Preparing Dataset [2022-02-12 20:28:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-12 20:28:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-12 20:28:13 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-12 20:28:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-12 20:28:14 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-12 20:28:14 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-12 20:28:14 main:494] : INFO : Creating Model [2022-02-12 20:28:14 main:507] : INFO : Preparing config file [2022-02-12 20:28:14 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-12 20:28:14 main:512] : INFO : Loading config [2022-02-12 20:28:14 main:514] : INFO : Loading state [2022-02-12 20:28:16 main:559] : INFO : Loading DataLoader into Memory [2022-02-12 20:28:16 main:562] : INFO : Starting Training [2022-02-12 20:28:18 main:574] : INFO : Epoch 1887 | loss: 0.0312582 | val_loss: 0.0312331 | Time: 2800.09 ms [2022-02-12 20:28:20 main:574] : INFO : Epoch 1888 | loss: 0.031221 | val_loss: 0.031213 | Time: 2041.85 ms [2022-02-12 20:28:23 main:574] : INFO : Epoch 1889 | loss: 0.0312141 | val_loss: 0.0312133 | Time: 2073.66 ms [2022-02-12 20:28:25 main:574] : INFO : Epoch 1890 | loss: 0.0312133 | val_loss: 0.0312126 | Time: 2067.82 ms [2022-02-12 20:28:27 main:574] : INFO : Epoch 1891 | loss: 0.0312105 | val_loss: 0.031212 | Time: 2090.65 ms [2022-02-12 20:28:29 main:574] : INFO : Epoch 1892 | loss: 0.0312096 | val_loss: 0.031212 | Time: 2049.38 ms [2022-02-12 20:28:31 main:574] : INFO : Epoch 1893 | loss: 0.0312123 | val_loss: 0.0312139 | Time: 2061.81 ms [2022-02-12 20:28:33 main:574] : INFO : Epoch 1894 | loss: 0.0312106 | val_loss: 0.031212 | Time: 2093.16 ms [2022-02-12 20:28:35 main:574] : INFO : Epoch 1895 | loss: 0.0312097 | val_loss: 0.0312129 | Time: 2098.09 ms [2022-02-12 20:28:37 main:574] : INFO : Epoch 1896 | loss: 0.031216 | val_loss: 0.0312253 | Time: 2069.07 ms [2022-02-12 20:28:39 main:574] : INFO : Epoch 1897 | loss: 0.0312256 | val_loss: 0.0312225 | Time: 2009.69 ms [2022-02-12 20:28:41 main:574] : INFO : Epoch 1898 | loss: 0.0312257 | val_loss: 0.0312256 | Time: 2025.87 ms [2022-02-12 20:28:43 main:574] : INFO : Epoch 1899 | loss: 0.0312248 | val_loss: 0.0312258 | Time: 2003.84 ms [2022-02-12 20:28:45 main:574] : INFO : Epoch 1900 | loss: 0.0312242 | val_loss: 0.0312237 | Time: 2032.05 ms [2022-02-12 20:28:47 main:574] : INFO : Epoch 1901 | loss: 0.0312239 | val_loss: 0.0312222 | Time: 2042.72 ms [2022-02-12 20:28:49 main:574] : INFO : Epoch 1902 | loss: 0.0312221 | val_loss: 0.031219 | Time: 2040.11 ms [2022-02-12 20:28:51 main:574] : INFO : Epoch 1903 | loss: 0.0312191 | val_loss: 0.031219 | Time: 1998.95 ms [2022-02-12 20:28:53 main:574] : INFO : Epoch 1904 | loss: 0.0312184 | val_loss: 0.0312159 | Time: 2028.83 ms [2022-02-12 20:28:55 main:574] : INFO : Epoch 1905 | loss: 0.0312165 | val_loss: 0.0312152 | Time: 2003.16 ms [2022-02-12 20:28:57 main:574] : INFO : Epoch 1906 | loss: 0.0312178 | val_loss: 0.0312178 | Time: 2026.19 ms [2022-02-12 20:28:59 main:574] : INFO : Epoch 1907 | loss: 0.0312196 | val_loss: 0.0312198 | Time: 2014.26 ms [2022-02-12 20:29:01 main:574] : INFO : Epoch 1908 | loss: 0.0312185 | val_loss: 0.0312136 | Time: 1973.8 ms [2022-02-12 20:29:03 main:574] : INFO : Epoch 1909 | loss: 0.031215 | val_loss: 0.0312127 | Time: 2005.12 ms [2022-02-12 20:29:05 main:574] : INFO : Epoch 1910 | loss: 0.031213 | val_loss: 0.0312129 | Time: 1988.08 ms [2022-02-12 20:29:07 main:574] : INFO : Epoch 1911 | loss: 0.0312133 | val_loss: 0.0312137 | Time: 2001.33 ms [2022-02-12 20:29:09 main:574] : INFO : Epoch 1912 | loss: 0.0312124 | val_loss: 0.0312125 | Time: 2045.07 ms [2022-02-12 20:29:11 main:574] : INFO : Epoch 1913 | loss: 0.0312127 | val_loss: 0.0312113 | Time: 2021.56 ms [2022-02-12 20:29:13 main:574] : INFO : Epoch 1914 | loss: 0.0312126 | val_loss: 0.0312125 | Time: 1993.96 ms [2022-02-12 20:29:15 main:574] : INFO : Epoch 1915 | loss: 0.0312122 | val_loss: 0.0312108 | Time: 1980.8 ms [2022-02-12 20:29:17 main:574] : INFO : Epoch 1916 | loss: 0.0312118 | val_loss: 0.031211 | Time: 2013.7 ms [2022-02-12 20:29:19 main:574] : INFO : Epoch 1917 | loss: 0.0312106 | val_loss: 0.0312113 | Time: 2010.16 ms [2022-02-12 20:29:22 main:574] : INFO : Epoch 1918 | loss: 0.0312114 | val_loss: 0.0312105 | Time: 2041.08 ms [2022-02-12 20:29:24 main:574] : INFO : Epoch 1919 | loss: 0.0312118 | val_loss: 0.0312111 | Time: 1977.94 ms [2022-02-12 20:29:25 main:574] : INFO : Epoch 1920 | loss: 0.0312098 | val_loss: 0.0312096 | Time: 1969.69 ms [2022-02-12 20:29:28 main:574] : INFO : Epoch 1921 | loss: 0.0312097 | val_loss: 0.0312091 | Time: 2022.19 ms [2022-02-12 20:29:30 main:574] : INFO : Epoch 1922 | loss: 0.0312093 | val_loss: 0.0312093 | Time: 1999.94 ms [2022-02-12 20:29:32 main:574] : INFO : Epoch 1923 | loss: 0.0312112 | val_loss: 0.0312106 | Time: 2010.53 ms [2022-02-12 20:29:34 main:574] : INFO : Epoch 1924 | loss: 0.0312127 | val_loss: 0.0312135 | Time: 2024.56 ms [2022-02-12 20:29:36 main:574] : INFO : Epoch 1925 | loss: 0.03121 | val_loss: 0.0312095 | Time: 2085.73 ms [2022-02-12 20:29:38 main:574] : INFO : Epoch 1926 | loss: 0.0312087 | val_loss: 0.0312086 | Time: 2019.41 ms [2022-02-12 20:29:40 main:574] : INFO : Epoch 1927 | loss: 0.0312085 | val_loss: 0.0312079 | Time: 1996.73 ms [2022-02-12 20:29:42 main:574] : INFO : Epoch 1928 | loss: 0.0312097 | val_loss: 0.0312131 | Time: 2034.75 ms [2022-02-12 20:29:44 main:574] : INFO : Epoch 1929 | loss: 0.0312105 | val_loss: 0.031217 | Time: 2036.24 ms [2022-02-12 20:29:46 main:574] : INFO : Epoch 1930 | loss: 0.0312119 | val_loss: 0.0312099 | Time: 2037.33 ms [2022-02-12 20:29:48 main:574] : INFO : Epoch 1931 | loss: 0.0312113 | val_loss: 0.0312082 | Time: 2017.86 ms [2022-02-12 20:29:50 main:574] : INFO : Epoch 1932 | loss: 0.0312088 | val_loss: 0.0312092 | Time: 2011.73 ms [2022-02-12 20:29:52 main:574] : INFO : Epoch 1933 | loss: 0.0312084 | val_loss: 0.0312084 | Time: 2045.17 ms [2022-02-12 20:29:54 main:574] : INFO : Epoch 1934 | loss: 0.031209 | val_loss: 0.031208 | Time: 2034.51 ms [2022-02-12 20:29:56 main:574] : INFO : Epoch 1935 | loss: 0.0312078 | val_loss: 0.0312084 | Time: 2005.48 ms [2022-02-12 20:29:58 main:574] : INFO : Epoch 1936 | loss: 0.0312078 | val_loss: 0.0312072 | Time: 2037.91 ms [2022-02-12 20:30:00 main:574] : INFO : Epoch 1937 | loss: 0.0312077 | val_loss: 0.0312067 | Time: 2043.87 ms [2022-02-12 20:30:02 main:574] : INFO : Epoch 1938 | loss: 0.0312067 | val_loss: 0.0312058 | Time: 2009.98 ms [2022-02-12 20:30:04 main:574] : INFO : Epoch 1939 | loss: 0.0312066 | val_loss: 0.0312058 | Time: 2011.79 ms [2022-02-12 20:30:06 main:574] : INFO : Epoch 1940 | loss: 0.031207 | val_loss: 0.0312079 | Time: 2003.27 ms [2022-02-12 20:30:08 main:574] : INFO : Epoch 1941 | loss: 0.0312065 | val_loss: 0.0312052 | Time: 2019.51 ms [2022-02-12 20:30:10 main:574] : INFO : Epoch 1942 | loss: 0.0312074 | val_loss: 0.0312062 | Time: 2064.68 ms [2022-02-12 20:30:12 main:574] : INFO : Epoch 1943 | loss: 0.0312083 | val_loss: 0.0312071 | Time: 2065.81 ms [2022-02-12 20:30:14 main:574] : INFO : Epoch 1944 | loss: 0.0312067 | val_loss: 0.0312052 | Time: 1998.62 ms [2022-02-12 20:30:16 main:574] : INFO : Epoch 1945 | loss: 0.0312058 | val_loss: 0.0312077 | Time: 2026.29 ms [2022-02-12 20:30:18 main:574] : INFO : Epoch 1946 | loss: 0.0312066 | val_loss: 0.0312051 | Time: 2030.15 ms [2022-02-12 20:30:20 main:574] : INFO : Epoch 1947 | loss: 0.0312059 | val_loss: 0.0312077 | Time: 2051.06 ms [2022-02-12 20:30:22 main:574] : INFO : Epoch 1948 | loss: 0.0312059 | val_loss: 0.031208 | Time: 2009.56 ms [2022-02-12 20:30:24 main:574] : INFO : Epoch 1949 | loss: 0.0312061 | val_loss: 0.0312074 | Time: 1993.27 ms [2022-02-12 20:30:26 main:574] : INFO : Epoch 1950 | loss: 0.0312064 | val_loss: 0.0312115 | Time: 2009.84 ms [2022-02-12 20:30:28 main:574] : INFO : Epoch 1951 | loss: 0.031208 | val_loss: 0.0312121 | Time: 1983.45 ms [2022-02-12 20:30:30 main:574] : INFO : Epoch 1952 | loss: 0.0312075 | val_loss: 0.0312066 | Time: 1971.82 ms [2022-02-12 20:30:32 main:574] : INFO : Epoch 1953 | loss: 0.0312095 | val_loss: 0.0312118 | Time: 1973.9 ms [2022-02-12 20:30:34 main:574] : INFO : Epoch 1954 | loss: 0.0312094 | val_loss: 0.0312095 | Time: 1986.52 ms [2022-02-12 20:30:36 main:574] : INFO : Epoch 1955 | loss: 0.0312063 | val_loss: 0.0312075 | Time: 1960.64 ms [2022-02-12 20:30:38 main:574] : INFO : Epoch 1956 | loss: 0.0312067 | val_loss: 0.0312088 | Time: 1978.37 ms [2022-02-12 20:30:40 main:574] : INFO : Epoch 1957 | loss: 0.0312077 | val_loss: 0.031213 | Time: 1998.15 ms [2022-02-12 20:30:42 main:574] : INFO : Epoch 1958 | loss: 0.0312077 | val_loss: 0.0312069 | Time: 2027.25 ms [2022-02-12 20:30:44 main:574] : INFO : Epoch 1959 | loss: 0.0312066 | val_loss: 0.0312064 | Time: 1962.63 ms [2022-02-12 20:30:46 main:574] : INFO : Epoch 1960 | loss: 0.0312068 | val_loss: 0.0312068 | Time: 1985 ms [2022-02-12 20:30:48 main:574] : INFO : Epoch 1961 | loss: 0.0312098 | val_loss: 0.0312072 | Time: 1992.98 ms [2022-02-12 20:30:50 main:574] : INFO : Epoch 1962 | loss: 0.0312067 | val_loss: 0.0312059 | Time: 1962.43 ms [2022-02-12 20:30:52 main:574] : INFO : Epoch 1963 | loss: 0.031206 | val_loss: 0.0312099 | Time: 1989.58 ms [2022-02-12 20:30:54 main:574] : INFO : Epoch 1964 | loss: 0.0312076 | val_loss: 0.0312074 | Time: 1977.04 ms [2022-02-12 20:30:56 main:574] : INFO : Epoch 1965 | loss: 0.0312072 | val_loss: 0.031206 | Time: 1949.8 ms [2022-02-12 20:30:58 main:574] : INFO : Epoch 1966 | loss: 0.031207 | val_loss: 0.0312074 | Time: 1929.42 ms [2022-02-12 20:31:00 main:574] : INFO : Epoch 1967 | loss: 0.0312069 | val_loss: 0.0312061 | Time: 1948.19 ms [2022-02-12 20:31:02 main:574] : INFO : Epoch 1968 | loss: 0.0312068 | val_loss: 0.0312067 | Time: 1966.19 ms [2022-02-12 20:31:04 main:574] : INFO : Epoch 1969 | loss: 0.0312058 | val_loss: 0.0312074 | Time: 1939.22 ms [2022-02-12 20:31:06 main:574] : INFO : Epoch 1970 | loss: 0.0312092 | val_loss: 0.0312171 | Time: 1942.06 ms [2022-02-12 20:31:08 main:574] : INFO : Epoch 1971 | loss: 0.0312074 | val_loss: 0.0312084 | Time: 1972.09 ms [2022-02-12 20:31:10 main:574] : INFO : Epoch 1972 | loss: 0.031206 | val_loss: 0.0312078 | Time: 1962.24 ms [2022-02-12 20:31:12 main:574] : INFO : Epoch 1973 | loss: 0.0312068 | val_loss: 0.0312092 | Time: 1943.38 ms [2022-02-12 20:31:14 main:574] : INFO : Epoch 1974 | loss: 0.031206 | val_loss: 0.0312102 | Time: 1962.7 ms [2022-02-12 20:31:16 main:574] : INFO : Epoch 1975 | loss: 0.0312064 | val_loss: 0.031206 | Time: 2009.3 ms [2022-02-12 20:31:18 main:574] : INFO : Epoch 1976 | loss: 0.031205 | val_loss: 0.0312062 | Time: 1987.28 ms [2022-02-12 20:31:20 main:574] : INFO : Epoch 1977 | loss: 0.0312063 | val_loss: 0.0312095 | Time: 2017.86 ms [2022-02-12 20:31:22 main:574] : INFO : Epoch 1978 | loss: 0.0312059 | val_loss: 0.0312072 | Time: 1987.7 ms [2022-02-12 20:31:24 main:574] : INFO : Epoch 1979 | loss: 0.0312063 | val_loss: 0.0312121 | Time: 1984.19 ms [2022-02-12 20:31:26 main:574] : INFO : Epoch 1980 | loss: 0.0312088 | val_loss: 0.0312061 | Time: 2027.58 ms [2022-02-12 20:31:28 main:574] : INFO : Epoch 1981 | loss: 0.0312054 | val_loss: 0.0312043 | Time: 1966.6 ms [2022-02-12 20:31:30 main:574] : INFO : Epoch 1982 | loss: 0.0312043 | val_loss: 0.0312058 | Time: 1973.24 ms [2022-02-12 20:31:32 main:574] : INFO : Epoch 1983 | loss: 0.0312048 | val_loss: 0.0312081 | Time: 1956.89 ms [2022-02-12 20:31:34 main:574] : INFO : Epoch 1984 | loss: 0.0312051 | val_loss: 0.0312048 | Time: 1955.03 ms [2022-02-12 20:31:36 main:574] : INFO : Epoch 1985 | loss: 0.0312046 | val_loss: 0.0312059 | Time: 1977.98 ms [2022-02-12 20:31:38 main:574] : INFO : Epoch 1986 | loss: 0.0312048 | val_loss: 0.031204 | Time: 2003.95 ms [2022-02-12 20:31:40 main:574] : INFO : Epoch 1987 | loss: 0.0312047 | val_loss: 0.0312064 | Time: 1940.34 ms [2022-02-12 20:31:42 main:574] : INFO : Epoch 1988 | loss: 0.031205 | val_loss: 0.0312054 | Time: 2024.02 ms [2022-02-12 20:31:44 main:574] : INFO : Epoch 1989 | loss: 0.0312047 | val_loss: 0.0312046 | Time: 1968.06 ms [2022-02-12 20:31:46 main:574] : INFO : Epoch 1990 | loss: 0.0312038 | val_loss: 0.0312082 | Time: 1964.57 ms [2022-02-12 20:31:48 main:574] : INFO : Epoch 1991 | loss: 0.0312074 | val_loss: 0.031208 | Time: 1990.36 ms [2022-02-12 20:31:50 main:574] : INFO : Epoch 1992 | loss: 0.0312054 | val_loss: 0.0312061 | Time: 1954.96 ms [2022-02-12 20:31:52 main:574] : INFO : Epoch 1993 | loss: 0.0312042 | val_loss: 0.0312046 | Time: 1968.46 ms [2022-02-12 20:31:54 main:574] : INFO : Epoch 1994 | loss: 0.0312037 | val_loss: 0.0312058 | Time: 1969.99 ms [2022-02-12 20:31:56 main:574] : INFO : Epoch 1995 | loss: 0.031204 | val_loss: 0.0312045 | Time: 1961.71 ms [2022-02-12 20:31:58 main:574] : INFO : Epoch 1996 | loss: 0.0312046 | val_loss: 0.031204 | Time: 1968.51 ms [2022-02-12 20:31:59 main:574] : INFO : Epoch 1997 | loss: 0.0312045 | val_loss: 0.0312065 | Time: 1956.47 ms [2022-02-12 20:32:01 main:574] : INFO : Epoch 1998 | loss: 0.0312058 | val_loss: 0.0312068 | Time: 1960.08 ms [2022-02-12 20:32:03 main:574] : INFO : Epoch 1999 | loss: 0.0312063 | val_loss: 0.0312053 | Time: 1997.26 ms [2022-02-12 20:32:05 main:574] : INFO : Epoch 2000 | loss: 0.0312048 | val_loss: 0.031213 | Time: 2024.62 ms [2022-02-12 20:32:07 main:574] : INFO : Epoch 2001 | loss: 0.031205 | val_loss: 0.0312047 | Time: 1933.91 ms [2022-02-12 20:32:09 main:574] : INFO : Epoch 2002 | loss: 0.0312042 | val_loss: 0.0312041 | Time: 1962.82 ms [2022-02-12 20:32:11 main:574] : INFO : Epoch 2003 | loss: 0.031205 | val_loss: 0.0312075 | Time: 1980.65 ms [2022-02-12 20:32:13 main:574] : INFO : Epoch 2004 | loss: 0.0312069 | val_loss: 0.031205 | Time: 1965.29 ms [2022-02-12 20:32:15 main:574] : INFO : Epoch 2005 | loss: 0.0312111 | val_loss: 0.0312105 | Time: 1997.83 ms [2022-02-12 20:32:17 main:574] : INFO : Epoch 2006 | loss: 0.0312086 | val_loss: 0.0312118 | Time: 1975.88 ms [2022-02-12 20:32:19 main:574] : INFO : Epoch 2007 | loss: 0.0312094 | val_loss: 0.0312077 | Time: 1990.3 ms [2022-02-12 20:32:21 main:574] : INFO : Epoch 2008 | loss: 0.0312049 | val_loss: 0.0312048 | Time: 2017.66 ms [2022-02-12 20:32:23 main:574] : INFO : Epoch 2009 | loss: 0.0312048 | val_loss: 0.0312091 | Time: 2002.1 ms [2022-02-12 20:32:26 main:574] : INFO : Epoch 2010 | loss: 0.0312053 | val_loss: 0.0312042 | Time: 2052.44 ms [2022-02-12 20:32:28 main:574] : INFO : Epoch 2011 | loss: 0.0312052 | val_loss: 0.0312057 | Time: 2016.82 ms [2022-02-12 20:32:30 main:574] : INFO : Epoch 2012 | loss: 0.0312069 | val_loss: 0.0312049 | Time: 1990.03 ms [2022-02-12 20:32:31 main:574] : INFO : Epoch 2013 | loss: 0.0312067 | val_loss: 0.0312126 | Time: 1954.4 ms [2022-02-12 20:32:33 main:574] : INFO : Epoch 2014 | loss: 0.0312074 | val_loss: 0.0312078 | Time: 1983.6 ms [2022-02-12 20:32:36 main:574] : INFO : Epoch 2015 | loss: 0.0312053 | val_loss: 0.0312052 | Time: 2026.11 ms [2022-02-12 20:32:38 main:574] : INFO : Epoch 2016 | loss: 0.0312051 | val_loss: 0.0312069 | Time: 1982.92 ms [2022-02-12 20:32:40 main:574] : INFO : Epoch 2017 | loss: 0.0312057 | val_loss: 0.0312087 | Time: 2009.91 ms [2022-02-12 20:32:42 main:574] : INFO : Epoch 2018 | loss: 0.0312043 | val_loss: 0.0312047 | Time: 1978.45 ms [2022-02-12 20:32:44 main:574] : INFO : Epoch 2019 | loss: 0.0312041 | val_loss: 0.0312046 | Time: 1999.36 ms [2022-02-12 20:32:46 main:574] : INFO : Epoch 2020 | loss: 0.0312044 | val_loss: 0.0312056 | Time: 1991.09 ms [2022-02-12 20:32:48 main:574] : INFO : Epoch 2021 | loss: 0.0312031 | val_loss: 0.0312054 | Time: 2093.31 ms [2022-02-12 20:32:50 main:574] : INFO : Epoch 2022 | loss: 0.0312033 | val_loss: 0.0312048 | Time: 1995.01 ms [2022-02-12 20:32:52 main:574] : INFO : Epoch 2023 | loss: 0.0312031 | val_loss: 0.0312053 | Time: 2030.92 ms [2022-02-12 20:32:54 main:574] : INFO : Epoch 2024 | loss: 0.0312029 | val_loss: 0.0312046 | Time: 2009.47 ms [2022-02-12 20:32:56 main:574] : INFO : Epoch 2025 | loss: 0.0312033 | val_loss: 0.0312097 | Time: 1976.65 ms [2022-02-12 20:32:58 main:574] : INFO : Epoch 2026 | loss: 0.0312046 | val_loss: 0.031205 | Time: 2002.85 ms [2022-02-12 20:33:00 main:574] : INFO : Epoch 2027 | loss: 0.0312029 | val_loss: 0.0312037 | Time: 2013.01 ms [2022-02-12 20:33:02 main:574] : INFO : Epoch 2028 | loss: 0.0312026 | val_loss: 0.0312049 | Time: 1980.68 ms [2022-02-12 20:33:04 main:574] : INFO : Epoch 2029 | loss: 0.0312024 | val_loss: 0.0312044 | Time: 2038.17 ms [2022-02-12 20:33:06 main:574] : INFO : Epoch 2030 | loss: 0.0312023 | val_loss: 0.0312036 | Time: 2017.68 ms [2022-02-12 20:33:08 main:574] : INFO : Epoch 2031 | loss: 0.0312026 | val_loss: 0.0312082 | Time: 2021.82 ms [2022-02-12 20:33:10 main:574] : INFO : Epoch 2032 | loss: 0.031204 | val_loss: 0.0312052 | Time: 1992.35 ms [2022-02-12 20:33:12 main:574] : INFO : Epoch 2033 | loss: 0.0312025 | val_loss: 0.0312051 | Time: 2018.64 ms [2022-02-12 20:33:14 main:574] : INFO : Epoch 2034 | loss: 0.0312025 | val_loss: 0.031204 | Time: 2051.25 ms [2022-02-12 20:33:16 main:574] : INFO : Epoch 2035 | loss: 0.031203 | val_loss: 0.031205 | Time: 2031.21 ms [2022-02-12 20:33:18 main:574] : INFO : Epoch 2036 | loss: 0.031204 | val_loss: 0.0312054 | Time: 1987.94 ms [2022-02-12 20:33:20 main:574] : INFO : Epoch 2037 | loss: 0.0312052 | val_loss: 0.0312057 | Time: 2013.68 ms [2022-02-12 20:33:22 main:574] : INFO : Epoch 2038 | loss: 0.0312076 | val_loss: 0.0312058 | Time: 1994.71 ms [2022-02-12 20:33:24 main:574] : INFO : Epoch 2039 | loss: 0.0312064 | val_loss: 0.0312069 | Time: 2040.16 ms [2022-02-12 20:33:26 main:574] : INFO : Epoch 2040 | loss: 0.0312053 | val_loss: 0.0312065 | Time: 2032.24 ms [2022-02-12 20:33:28 main:574] : INFO : Epoch 2041 | loss: 0.0312049 | val_loss: 0.0312043 | Time: 2019.58 ms [2022-02-12 20:33:30 main:574] : INFO : Epoch 2042 | loss: 0.0312065 | val_loss: 0.0312051 | Time: 2059.46 ms [2022-02-12 20:33:32 main:574] : INFO : Epoch 2043 | loss: 0.0312049 | val_loss: 0.0312041 | Time: 2100.51 ms [2022-02-12 20:33:34 main:574] : INFO : Epoch 2044 | loss: 0.0312053 | val_loss: 0.0312035 | Time: 2082.55 ms [2022-02-12 20:33:36 main:574] : INFO : Epoch 2045 | loss: 0.0312037 | val_loss: 0.0312038 | Time: 2110.7 ms [2022-02-12 20:33:38 main:574] : INFO : Epoch 2046 | loss: 0.0312058 | val_loss: 0.0312028 | Time: 2058.44 ms [2022-02-12 20:33:41 main:574] : INFO : Epoch 2047 | loss: 0.0312029 | val_loss: 0.0312054 | Time: 2068.34 ms [2022-02-12 20:33:43 main:574] : INFO : Epoch 2048 | loss: 0.0312049 | val_loss: 0.0312036 | Time: 2073.15 ms [2022-02-12 20:33:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312036 [2022-02-12 20:33:43 main:603] : INFO : Saving end state to config to file [2022-02-12 20:33:43 main:608] : INFO : Success, exiting.. 20:33:43 (12572): 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)