Task 8888950
| Name | ParityModified-1636228059-10971-1_0 |
| Workunit | 6353688 |
| Created | 12 Nov 2021, 3:41:13 UTC |
| Sent | 20 Nov 2021, 17:55:52 UTC |
| Report deadline | 27 Nov 2021, 17:55:52 UTC |
| Received | 20 Nov 2021, 20:14:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16596 |
| Run time | 1 hours 7 min 5 sec |
| CPU time | 1 hours 6 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> loss: 0.0310936 | val_loss: 0.0312164 | Time: 1937.64 ms [2021-11-20 19:57:15 main:581] : INFO : Epoch 1538 | loss: 0.0310954 | val_loss: 0.0312166 | Time: 1968.74 ms [2021-11-20 19:57:17 main:581] : INFO : Epoch 1539 | loss: 0.0310905 | val_loss: 0.03122 | Time: 1941.03 ms [2021-11-20 19:57:19 main:581] : INFO : Epoch 1540 | loss: 0.0310879 | val_loss: 0.0312171 | Time: 1920.25 ms [2021-11-20 19:57:21 main:581] : INFO : Epoch 1541 | loss: 0.0310951 | val_loss: 0.0312001 | Time: 1925.98 ms [2021-11-20 19:57:22 main:581] : INFO : Epoch 1542 | loss: 0.0311032 | val_loss: 0.0312263 | Time: 1931.64 ms [2021-11-20 19:57:24 main:581] : INFO : Epoch 1543 | loss: 0.0310931 | val_loss: 0.0312041 | Time: 1905.88 ms [2021-11-20 19:57:26 main:581] : INFO : Epoch 1544 | loss: 0.0310956 | val_loss: 0.0312123 | Time: 1902.46 ms [2021-11-20 19:57:28 main:581] : INFO : Epoch 1545 | loss: 0.0310931 | val_loss: 0.0312147 | Time: 1897.35 ms [2021-11-20 19:57:30 main:581] : INFO : Epoch 1546 | loss: 0.0310894 | val_loss: 0.031218 | Time: 1926.23 ms [2021-11-20 19:57:32 main:581] : INFO : Epoch 1547 | loss: 0.0311008 | val_loss: 0.031211 | Time: 1901.7 ms [2021-11-20 19:57:34 main:581] : INFO : Epoch 1548 | loss: 0.0311 | val_loss: 0.0312146 | Time: 1945.3 ms [2021-11-20 19:57:36 main:581] : INFO : Epoch 1549 | loss: 0.031088 | val_loss: 0.0312154 | Time: 1993.74 ms [2021-11-20 19:57:38 main:581] : INFO : Epoch 1550 | loss: 0.0310879 | val_loss: 0.0312229 | Time: 1915.84 ms [2021-11-20 19:57:40 main:581] : INFO : Epoch 1551 | loss: 0.0310886 | val_loss: 0.0312159 | Time: 1925.39 ms [2021-11-20 19:57:42 main:581] : INFO : Epoch 1552 | loss: 0.0310962 | val_loss: 0.031208 | Time: 1934.76 ms [2021-11-20 19:57:44 main:581] : INFO : Epoch 1553 | loss: 0.031099 | val_loss: 0.0312179 | Time: 1930.98 ms [2021-11-20 19:57:46 main:581] : INFO : Epoch 1554 | loss: 0.0310954 | val_loss: 0.0312061 | Time: 1936.11 ms [2021-11-20 19:57:48 main:581] : INFO : Epoch 1555 | loss: 0.0310905 | val_loss: 0.0312225 | Time: 1920.37 ms [2021-11-20 19:57:49 main:581] : INFO : Epoch 1556 | loss: 0.0310841 | val_loss: 0.0312142 | Time: 1924.23 ms [2021-11-20 19:57:51 main:581] : INFO : Epoch 1557 | loss: 0.0310873 | val_loss: 0.0312141 | Time: 1972.17 ms [2021-11-20 19:57:53 main:581] : INFO : Epoch 1558 | loss: 0.0310861 | val_loss: 0.0312269 | Time: 1919.68 ms [2021-11-20 19:57:55 main:581] : INFO : Epoch 1559 | loss: 0.031084 | val_loss: 0.0312241 | Time: 1996.36 ms [2021-11-20 19:57:57 main:581] : INFO : Epoch 1560 | loss: 0.0310834 | val_loss: 0.0312086 | Time: 1962.1 ms [2021-11-20 19:57:59 main:581] : INFO : Epoch 1561 | loss: 0.031085 | val_loss: 0.031221 | Time: 1934.16 ms [2021-11-20 19:58:01 main:581] : INFO : Epoch 1562 | loss: 0.0310845 | val_loss: 0.0312141 | Time: 1925.44 ms [2021-11-20 19:58:03 main:581] : INFO : Epoch 1563 | loss: 0.0310908 | val_loss: 0.0312192 | Time: 1913.14 ms [2021-11-20 19:58:05 main:581] : INFO : Epoch 1564 | loss: 0.0310914 | val_loss: 0.0312191 | Time: 1907.75 ms [2021-11-20 19:58:07 main:581] : INFO : Epoch 1565 | loss: 0.0310809 | val_loss: 0.0312304 | Time: 1925.99 ms [2021-11-20 19:58:09 main:581] : INFO : Epoch 1566 | loss: 0.0310889 | val_loss: 0.031225 | Time: 1975.31 ms [2021-11-20 19:58:11 main:581] : INFO : Epoch 1567 | loss: 0.0310908 | val_loss: 0.0312108 | Time: 1995.58 ms [2021-11-20 19:58:13 main:581] : INFO : Epoch 1568 | loss: 0.031089 | val_loss: 0.0312252 | Time: 1919.46 ms [2021-11-20 19:58:15 main:581] : INFO : Epoch 1569 | loss: 0.0310916 | val_loss: 0.0312081 | Time: 1960.67 ms [2021-11-20 19:58:17 main:581] : INFO : Epoch 1570 | loss: 0.0311 | val_loss: 0.031209 | Time: 1905.3 ms [2021-11-20 19:58:19 main:581] : INFO : Epoch 1571 | loss: 0.0310924 | val_loss: 0.031224 | Time: 1966.05 ms [2021-11-20 19:58:21 main:581] : INFO : Epoch 1572 | loss: 0.0310897 | val_loss: 0.0312164 | Time: 1987.23 ms [2021-11-20 19:58:23 main:581] : INFO : Epoch 1573 | loss: 0.0310858 | val_loss: 0.0312138 | Time: 1954.5 ms [2021-11-20 19:58:25 main:581] : INFO : Epoch 1574 | loss: 0.0310829 | val_loss: 0.0312254 | Time: 1961.7 ms [2021-11-20 19:58:26 main:581] : INFO : Epoch 1575 | loss: 0.0310845 | val_loss: 0.0312148 | Time: 1942.69 ms [2021-11-20 19:58:28 main:581] : INFO : Epoch 1576 | loss: 0.0310924 | val_loss: 0.0312206 | Time: 1924.07 ms [2021-11-20 19:58:30 main:581] : INFO : Epoch 1577 | loss: 0.0310863 | val_loss: 0.0312447 | Time: 1971.83 ms [2021-11-20 19:58:32 main:581] : INFO : Epoch 1578 | loss: 0.0310853 | val_loss: 0.0312187 | Time: 1915.32 ms [2021-11-20 19:58:34 main:581] : INFO : Epoch 1579 | loss: 0.031083 | val_loss: 0.0312231 | Time: 1958.79 ms [2021-11-20 19:58:36 main:581] : INFO : Epoch 1580 | loss: 0.0310828 | val_loss: 0.0312186 | Time: 1937.1 ms [2021-11-20 19:58:38 main:581] : INFO : Epoch 1581 | loss: 0.0310841 | val_loss: 0.0312291 | Time: 1913.54 ms [2021-11-20 19:58:40 main:581] : INFO : Epoch 1582 | loss: 0.0310858 | val_loss: 0.0312095 | Time: 1911.59 ms [2021-11-20 19:58:42 main:581] : INFO : Epoch 1583 | loss: 0.0310909 | val_loss: 0.0312159 | Time: 1955.79 ms [2021-11-20 19:58:44 main:581] : INFO : Epoch 1584 | loss: 0.0310869 | val_loss: 0.0312224 | Time: 1932.33 ms [2021-11-20 19:58:46 main:581] : INFO : Epoch 1585 | loss: 0.0310857 | val_loss: 0.031223 | Time: 1944.08 ms [2021-11-20 19:58:48 main:581] : INFO : Epoch 1586 | loss: 0.0310888 | val_loss: 0.0312232 | Time: 1931.96 ms [2021-11-20 19:58:50 main:581] : INFO : Epoch 1587 | loss: 0.031086 | val_loss: 0.0312345 | Time: 1943.83 ms [2021-11-20 19:58:52 main:581] : INFO : Epoch 1588 | loss: 0.0310833 | val_loss: 0.0312165 | Time: 1993.82 ms [2021-11-20 19:58:54 main:581] : INFO : Epoch 1589 | loss: 0.0310832 | val_loss: 0.0312331 | Time: 1969.85 ms [2021-11-20 19:58:56 main:581] : INFO : Epoch 1590 | loss: 0.0310903 | val_loss: 0.0312253 | Time: 1922.31 ms [2021-11-20 19:58:58 main:581] : INFO : Epoch 1591 | loss: 0.0310916 | val_loss: 0.0312296 | Time: 1917.62 ms [2021-11-20 19:58:59 main:581] : INFO : Epoch 1592 | loss: 0.031084 | val_loss: 0.0312164 | Time: 1947.89 ms [2021-11-20 19:59:01 main:581] : INFO : Epoch 1593 | loss: 0.0310813 | val_loss: 0.0312289 | Time: 1926.62 ms [2021-11-20 19:59:03 main:581] : INFO : Epoch 1594 | loss: 0.0310833 | val_loss: 0.0312208 | Time: 1894.75 ms [2021-11-20 19:59:05 main:581] : INFO : Epoch 1595 | loss: 0.0310932 | val_loss: 0.0312259 | Time: 1919.33 ms [2021-11-20 19:59:07 main:581] : INFO : Epoch 1596 | loss: 0.0310945 | val_loss: 0.0312131 | Time: 1913.65 ms [2021-11-20 19:59:09 main:581] : INFO : Epoch 1597 | loss: 0.0310903 | val_loss: 0.0312188 | Time: 1934.29 ms [2021-11-20 19:59:11 main:581] : INFO : Epoch 1598 | loss: 0.0310963 | val_loss: 0.0312195 | Time: 1920.86 ms [2021-11-20 19:59:13 main:581] : INFO : Epoch 1599 | loss: 0.0310923 | val_loss: 0.0312276 | Time: 1978.91 ms [2021-11-20 19:59:15 main:581] : INFO : Epoch 1600 | loss: 0.0310912 | val_loss: 0.0312213 | Time: 1987.61 ms [2021-11-20 19:59:17 main:581] : INFO : Epoch 1601 | loss: 0.0310858 | val_loss: 0.031225 | Time: 1922.8 ms [2021-11-20 19:59:19 main:581] : INFO : Epoch 1602 | loss: 0.031087 | val_loss: 0.0312262 | Time: 1942.52 ms [2021-11-20 19:59:21 main:581] : INFO : Epoch 1603 | loss: 0.0310835 | val_loss: 0.0312205 | Time: 1964.32 ms [2021-11-20 19:59:23 main:581] : INFO : Epoch 1604 | loss: 0.0310823 | val_loss: 0.0312134 | Time: 1926.47 ms [2021-11-20 19:59:25 main:581] : INFO : Epoch 1605 | loss: 0.0310856 | val_loss: 0.0312274 | Time: 1925.49 ms [2021-11-20 19:59:27 main:581] : INFO : Epoch 1606 | loss: 0.0310877 | val_loss: 0.0312229 | Time: 1913.4 ms [2021-11-20 19:59:29 main:581] : INFO : Epoch 1607 | loss: 0.0310963 | val_loss: 0.0312259 | Time: 1987.41 ms [2021-11-20 19:59:31 main:581] : INFO : Epoch 1608 | loss: 0.0310961 | val_loss: 0.0312116 | Time: 1967.19 ms [2021-11-20 19:59:32 main:581] : INFO : Epoch 1609 | loss: 0.0310948 | val_loss: 0.0312148 | Time: 1911.87 ms [2021-11-20 19:59:34 main:581] : INFO : Epoch 1610 | loss: 0.031088 | val_loss: 0.0312165 | Time: 1930.21 ms [2021-11-20 19:59:36 main:581] : INFO : Epoch 1611 | loss: 0.031083 | val_loss: 0.0312212 | Time: 1916.36 ms [2021-11-20 19:59:38 main:581] : INFO : Epoch 1612 | loss: 0.031084 | val_loss: 0.0312249 | Time: 1913.9 ms [2021-11-20 19:59:40 main:581] : INFO : Epoch 1613 | loss: 0.0310852 | val_loss: 0.0312128 | Time: 1958.76 ms [2021-11-20 19:59:42 main:581] : INFO : Epoch 1614 | loss: 0.0310915 | val_loss: 0.0312165 | Time: 1953.79 ms [2021-11-20 19:59:44 main:581] : INFO : Epoch 1615 | loss: 0.0310988 | val_loss: 0.0312154 | Time: 2007.73 ms [2021-11-20 19:59:46 main:581] : INFO : Epoch 1616 | loss: 0.031097 | val_loss: 0.0312217 | Time: 1951.37 ms [2021-11-20 19:59:48 main:581] : INFO : Epoch 1617 | loss: 0.0310899 | val_loss: 0.0312104 | Time: 1980.79 ms [2021-11-20 19:59:50 main:581] : INFO : Epoch 1618 | loss: 0.031084 | val_loss: 0.0312264 | Time: 1935.97 ms [2021-11-20 19:59:52 main:581] : INFO : Epoch 1619 | loss: 0.0310813 | val_loss: 0.0312176 | Time: 1919.74 ms [2021-11-20 19:59:54 main:581] : INFO : Epoch 1620 | loss: 0.0310808 | val_loss: 0.0312219 | Time: 1940.48 ms [2021-11-20 19:59:56 main:581] : INFO : Epoch 1621 | loss: 0.0310889 | val_loss: 0.0312061 | Time: 1939.61 ms [2021-11-20 19:59:58 main:581] : INFO : Epoch 1622 | loss: 0.0311105 | val_loss: 0.0312129 | Time: 1932.94 ms [2021-11-20 20:00:00 main:581] : INFO : Epoch 1623 | loss: 0.0311101 | val_loss: 0.0312172 | Time: 1907.55 ms [2021-11-20 20:00:02 main:581] : INFO : Epoch 1624 | loss: 0.0310932 | val_loss: 0.0312149 | Time: 1923.32 ms [2021-11-20 20:00:03 main:581] : INFO : Epoch 1625 | loss: 0.0310909 | val_loss: 0.031214 | Time: 1924.27 ms [2021-11-20 20:00:05 main:581] : INFO : Epoch 1626 | loss: 0.0310868 | val_loss: 0.0312279 | Time: 1964.8 ms [2021-11-20 20:00:07 main:581] : INFO : Epoch 1627 | loss: 0.0310882 | val_loss: 0.0312177 | Time: 1923 ms [2021-11-20 20:00:09 main:581] : INFO : Epoch 1628 | loss: 0.0310871 | val_loss: 0.0312254 | Time: 1927.05 ms [2021-11-20 20:00:11 main:581] : INFO : Epoch 1629 | loss: 0.0310881 | val_loss: 0.0312205 | Time: 1912.61 ms [2021-11-20 20:00:13 main:581] : INFO : Epoch 1630 | loss: 0.0310882 | val_loss: 0.0312171 | Time: 1916.08 ms [2021-11-20 20:00:15 main:581] : INFO : Epoch 1631 | loss: 0.0310868 | val_loss: 0.0312207 | Time: 1940.84 ms [2021-11-20 20:00:17 main:581] : INFO : Epoch 1632 | loss: 0.0310847 | val_loss: 0.0312108 | Time: 1913.8 ms [2021-11-20 20:00:19 main:581] : INFO : Epoch 1633 | loss: 0.0310844 | val_loss: 0.0312145 | Time: 1960.65 ms [2021-11-20 20:00:21 main:581] : INFO : Epoch 1634 | loss: 0.0310876 | val_loss: 0.031227 | Time: 1932.09 ms [2021-11-20 20:00:23 main:581] : INFO : Epoch 1635 | loss: 0.0310832 | val_loss: 0.0312376 | Time: 1912.89 ms [2021-11-20 20:00:25 main:581] : INFO : Epoch 1636 | loss: 0.0310832 | val_loss: 0.0312207 | Time: 1938.08 ms [2021-11-20 20:00:27 main:581] : INFO : Epoch 1637 | loss: 0.0311022 | val_loss: 0.0312185 | Time: 1946.98 ms [2021-11-20 20:00:29 main:581] : INFO : Epoch 1638 | loss: 0.0310972 | val_loss: 0.0312133 | Time: 1945.68 ms [2021-11-20 20:00:31 main:581] : INFO : Epoch 1639 | loss: 0.0310888 | val_loss: 0.031218 | Time: 1910.51 ms [2021-11-20 20:00:32 main:581] : INFO : Epoch 1640 | loss: 0.0310827 | val_loss: 0.0312221 | Time: 1917.92 ms [2021-11-20 20:00:34 main:581] : INFO : Epoch 1641 | loss: 0.0310824 | val_loss: 0.0312294 | Time: 1982.63 ms [2021-11-20 20:00:36 main:581] : INFO : Epoch 1642 | loss: 0.0310815 | val_loss: 0.0312259 | Time: 1905.28 ms [2021-11-20 20:00:38 main:581] : INFO : Epoch 1643 | loss: 0.0310806 | val_loss: 0.0312222 | Time: 1910.11 ms [2021-11-20 20:00:40 main:581] : INFO : Epoch 1644 | loss: 0.0310823 | val_loss: 0.0312227 | Time: 1974.16 ms [2021-11-20 20:00:42 main:581] : INFO : Epoch 1645 | loss: 0.0310867 | val_loss: 0.0312221 | Time: 1949.25 ms [2021-11-20 20:00:44 main:581] : INFO : Epoch 1646 | loss: 0.0311106 | val_loss: 0.0311959 | Time: 1942.51 ms [2021-11-20 20:00:46 main:581] : INFO : Epoch 1647 | loss: 0.0311211 | val_loss: 0.0312138 | Time: 1926.43 ms [2021-11-20 20:00:48 main:581] : INFO : Epoch 1648 | loss: 0.0311062 | val_loss: 0.0312215 | Time: 1922.77 ms [2021-11-20 20:00:50 main:581] : INFO : Epoch 1649 | loss: 0.0310913 | val_loss: 0.0312223 | Time: 1958.32 ms [2021-11-20 20:00:52 main:581] : INFO : Epoch 1650 | loss: 0.0310821 | val_loss: 0.031227 | Time: 1956.44 ms [2021-11-20 20:00:54 main:581] : INFO : Epoch 1651 | loss: 0.031081 | val_loss: 0.031222 | Time: 1900.03 ms [2021-11-20 20:00:56 main:581] : INFO : Epoch 1652 | loss: 0.0310819 | val_loss: 0.0312273 | Time: 1916.2 ms [2021-11-20 20:00:58 main:581] : INFO : Epoch 1653 | loss: 0.0310794 | val_loss: 0.0312249 | Time: 1942.98 ms [2021-11-20 20:01:00 main:581] : INFO : Epoch 1654 | loss: 0.0310889 | val_loss: 0.0312231 | Time: 1950.58 ms [2021-11-20 20:01:02 main:581] : INFO : Epoch 1655 | loss: 0.0310863 | val_loss: 0.0312303 | Time: 1941.94 ms [2021-11-20 20:01:03 main:581] : INFO : Epoch 1656 | loss: 0.0310813 | val_loss: 0.0312316 | Time: 1975.68 ms [2021-11-20 20:01:05 main:581] : INFO : Epoch 1657 | loss: 0.0310796 | val_loss: 0.0312304 | Time: 1978.61 ms [2021-11-20 20:01:07 main:581] : INFO : Epoch 1658 | loss: 0.0310757 | val_loss: 0.0312336 | Time: 1949.15 ms [2021-11-20 20:01:09 main:581] : INFO : Epoch 1659 | loss: 0.0310842 | val_loss: 0.0312271 | Time: 2020.71 ms [2021-11-20 20:01:11 main:581] : INFO : Epoch 1660 | loss: 0.0310855 | val_loss: 0.0312226 | Time: 2008.55 ms [2021-11-20 20:01:13 main:581] : INFO : Epoch 1661 | loss: 0.0310944 | val_loss: 0.031218 | Time: 1913.72 ms [2021-11-20 20:01:15 main:581] : INFO : Epoch 1662 | loss: 0.0310941 | val_loss: 0.0312138 | Time: 1926.47 ms [2021-11-20 20:01:17 main:581] : INFO : Epoch 1663 | loss: 0.0310871 | val_loss: 0.0312171 | Time: 1941.57 ms [2021-11-20 20:01:19 main:581] : INFO : Epoch 1664 | loss: 0.0310836 | val_loss: 0.0312228 | Time: 1950.98 ms [2021-11-20 20:01:21 main:581] : INFO : Epoch 1665 | loss: 0.0310872 | val_loss: 0.0312098 | Time: 1973.9 ms [2021-11-20 20:01:23 main:581] : INFO : Epoch 1666 | loss: 0.0310866 | val_loss: 0.0312307 | Time: 1912.89 ms [2021-11-20 20:01:25 main:581] : INFO : Epoch 1667 | loss: 0.0310811 | val_loss: 0.0312214 | Time: 1933.86 ms [2021-11-20 20:01:27 main:581] : INFO : Epoch 1668 | loss: 0.0310834 | val_loss: 0.0312306 | Time: 1922.96 ms [2021-11-20 20:01:29 main:581] : INFO : Epoch 1669 | loss: 0.0310812 | val_loss: 0.0312221 | Time: 1933.21 ms [2021-11-20 20:01:31 main:581] : INFO : Epoch 1670 | loss: 0.0310776 | val_loss: 0.0312266 | Time: 1907.16 ms [2021-11-20 20:01:33 main:581] : INFO : Epoch 1671 | loss: 0.0310807 | val_loss: 0.0312169 | Time: 1938.8 ms [2021-11-20 20:01:35 main:581] : INFO : Epoch 1672 | loss: 0.0310815 | val_loss: 0.0312313 | Time: 1982.24 ms [2021-11-20 20:01:37 main:581] : INFO : Epoch 1673 | loss: 0.031091 | val_loss: 0.0312203 | Time: 1973.52 ms [2021-11-20 20:01:39 main:581] : INFO : Epoch 1674 | loss: 0.0310923 | val_loss: 0.0312222 | Time: 1931.74 ms [2021-11-20 20:01:40 main:581] : INFO : Epoch 1675 | loss: 0.0310896 | val_loss: 0.0312219 | Time: 1903.49 ms [2021-11-20 20:01:42 main:581] : INFO : Epoch 1676 | loss: 0.0310882 | val_loss: 0.031225 | Time: 1953.9 ms [2021-11-20 20:01:44 main:581] : INFO : Epoch 1677 | loss: 0.031092 | val_loss: 0.0312123 | Time: 1938.61 ms [2021-11-20 20:01:46 main:581] : INFO : Epoch 1678 | loss: 0.0311474 | val_loss: 0.0311972 | Time: 1941.74 ms [2021-11-20 20:01:48 main:581] : INFO : Epoch 1679 | loss: 0.0311417 | val_loss: 0.0311927 | Time: 1912.32 ms [2021-11-20 20:01:50 main:581] : INFO : Epoch 1680 | loss: 0.0311293 | val_loss: 0.0312117 | Time: 1927.82 ms [2021-11-20 20:01:52 main:581] : INFO : Epoch 1681 | loss: 0.0311199 | val_loss: 0.0312055 | Time: 1918.31 ms [2021-11-20 20:01:54 main:581] : INFO : Epoch 1682 | loss: 0.0311128 | val_loss: 0.0312107 | Time: 1925.07 ms [2021-11-20 20:01:56 main:581] : INFO : Epoch 1683 | loss: 0.0311065 | val_loss: 0.03121 | Time: 1959.27 ms [2021-11-20 20:01:58 main:581] : INFO : Epoch 1684 | loss: 0.0310967 | val_loss: 0.031219 | Time: 1911.47 ms [2021-11-20 20:02:00 main:581] : INFO : Epoch 1685 | loss: 0.0310926 | val_loss: 0.0312174 | Time: 1968 ms [2021-11-20 20:02:02 main:581] : INFO : Epoch 1686 | loss: 0.0310932 | val_loss: 0.0312074 | Time: 1982.38 ms [2021-11-20 20:02:04 main:581] : INFO : Epoch 1687 | loss: 0.0310927 | val_loss: 0.0312154 | Time: 1908.77 ms [2021-11-20 20:02:06 main:581] : INFO : Epoch 1688 | loss: 0.0310869 | val_loss: 0.0312319 | Time: 1939.24 ms [2021-11-20 20:02:08 main:581] : INFO : Epoch 1689 | loss: 0.0310845 | val_loss: 0.0312226 | Time: 1935.14 ms [2021-11-20 20:02:10 main:581] : INFO : Epoch 1690 | loss: 0.03109 | val_loss: 0.0312375 | Time: 1960.96 ms [2021-11-20 20:02:12 main:581] : INFO : Epoch 1691 | loss: 0.0310906 | val_loss: 0.031214 | Time: 1951.53 ms [2021-11-20 20:02:13 main:581] : INFO : Epoch 1692 | loss: 0.0310887 | val_loss: 0.0312151 | Time: 1949.85 ms [2021-11-20 20:02:15 main:581] : INFO : Epoch 1693 | loss: 0.0310858 | val_loss: 0.0312259 | Time: 1951.2 ms [2021-11-20 20:02:17 main:581] : INFO : Epoch 1694 | loss: 0.0310863 | val_loss: 0.031222 | Time: 1965.9 ms [2021-11-20 20:02:19 main:581] : INFO : Epoch 1695 | loss: 0.0310827 | val_loss: 0.0312188 | Time: 1979.81 ms [2021-11-20 20:02:21 main:581] : INFO : Epoch 1696 | loss: 0.0310801 | val_loss: 0.031224 | Time: 1971.92 ms [2021-11-20 20:02:23 main:581] : INFO : Epoch 1697 | loss: 0.0310852 | val_loss: 0.0312158 | Time: 1986.5 ms [2021-11-20 20:02:25 main:581] : INFO : Epoch 1698 | loss: 0.0310832 | val_loss: 0.0312141 | Time: 1962.01 ms [2021-11-20 20:02:27 main:581] : INFO : Epoch 1699 | loss: 0.03108 | val_loss: 0.0312201 | Time: 1971.92 ms [2021-11-20 20:02:29 main:581] : INFO : Epoch 1700 | loss: 0.0310869 | val_loss: 0.0312192 | Time: 1952.19 ms [2021-11-20 20:02:31 main:581] : INFO : Epoch 1701 | loss: 0.0310819 | val_loss: 0.0312327 | Time: 1930.67 ms [2021-11-20 20:02:33 main:581] : INFO : Epoch 1702 | loss: 0.0310821 | val_loss: 0.0312224 | Time: 1917.38 ms [2021-11-20 20:02:35 main:581] : INFO : Epoch 1703 | loss: 0.03108 | val_loss: 0.0312197 | Time: 1975.02 ms [2021-11-20 20:02:37 main:581] : INFO : Epoch 1704 | loss: 0.0310787 | val_loss: 0.0312272 | Time: 1940.1 ms [2021-11-20 20:02:39 main:581] : INFO : Epoch 1705 | loss: 0.0310803 | val_loss: 0.0312228 | Time: 1953.2 ms [2021-11-20 20:02:41 main:581] : INFO : Epoch 1706 | loss: 0.031078 | val_loss: 0.0312273 | Time: 1906.58 ms [2021-11-20 20:02:43 main:581] : INFO : Epoch 1707 | loss: 0.0310867 | val_loss: 0.0312245 | Time: 1939.89 ms [2021-11-20 20:02:45 main:581] : INFO : Epoch 1708 | loss: 0.0310866 | val_loss: 0.0312242 | Time: 1931.8 ms [2021-11-20 20:02:47 main:581] : INFO : Epoch 1709 | loss: 0.0310868 | val_loss: 0.0312286 | Time: 1917.84 ms [2021-11-20 20:02:49 main:581] : INFO : Epoch 1710 | loss: 0.031089 | val_loss: 0.0312169 | Time: 1903.24 ms [2021-11-20 20:02:50 main:581] : INFO : Epoch 1711 | loss: 0.0310828 | val_loss: 0.0312334 | Time: 1904.54 ms [2021-11-20 20:02:52 main:581] : INFO : Epoch 1712 | loss: 0.0310856 | val_loss: 0.0312152 | Time: 1924.01 ms [2021-11-20 20:02:54 main:581] : INFO : Epoch 1713 | loss: 0.0310825 | val_loss: 0.0312223 | Time: 1936.59 ms [2021-11-20 20:02:56 main:581] : INFO : Epoch 1714 | loss: 0.031078 | val_loss: 0.0312218 | Time: 1919.26 ms [2021-11-20 20:02:58 main:581] : INFO : Epoch 1715 | loss: 0.0310829 | val_loss: 0.0312143 | Time: 1927.8 ms [2021-11-20 20:03:00 main:581] : INFO : Epoch 1716 | loss: 0.0310858 | val_loss: 0.0312154 | Time: 1954.04 ms [2021-11-20 20:03:02 main:581] : INFO : Epoch 1717 | loss: 0.031085 | val_loss: 0.0312226 | Time: 1920.78 ms [2021-11-20 20:03:04 main:581] : INFO : Epoch 1718 | loss: 0.0310802 | val_loss: 0.0312248 | Time: 1929.69 ms [2021-11-20 20:03:06 main:581] : INFO : Epoch 1719 | loss: 0.031079 | val_loss: 0.0312213 | Time: 1894.01 ms [2021-11-20 20:03:08 main:581] : INFO : Epoch 1720 | loss: 0.0310813 | val_loss: 0.0312216 | Time: 1916.6 ms [2021-11-20 20:03:10 main:581] : INFO : Epoch 1721 | loss: 0.0310939 | val_loss: 0.0312324 | Time: 1981.76 ms [2021-11-20 20:03:12 main:581] : INFO : Epoch 1722 | loss: 0.0310882 | val_loss: 0.0312178 | Time: 1977.62 ms [2021-11-20 20:03:14 main:581] : INFO : Epoch 1723 | loss: 0.0310859 | val_loss: 0.0312251 | Time: 1921.55 ms [2021-11-20 20:03:16 main:581] : INFO : Epoch 1724 | loss: 0.0310826 | val_loss: 0.0312288 | Time: 1968.62 ms [2021-11-20 20:03:18 main:581] : INFO : Epoch 1725 | loss: 0.0310773 | val_loss: 0.0312238 | Time: 1945.65 ms [2021-11-20 20:03:20 main:581] : INFO : Epoch 1726 | loss: 0.0310733 | val_loss: 0.0312226 | Time: 2006.34 ms [2021-11-20 20:03:21 main:581] : INFO : Epoch 1727 | loss: 0.0310784 | val_loss: 0.03122 | Time: 1920.94 ms [2021-11-20 20:03:23 main:581] : INFO : Epoch 1728 | loss: 0.0310833 | val_loss: 0.0312154 | Time: 1952.93 ms [2021-11-20 20:03:25 main:581] : INFO : Epoch 1729 | loss: 0.0310854 | val_loss: 0.0312259 | Time: 2017.4 ms [2021-11-20 20:03:27 main:581] : INFO : Epoch 1730 | loss: 0.0310823 | val_loss: 0.0312221 | Time: 1927.44 ms [2021-11-20 20:03:29 main:581] : INFO : Epoch 1731 | loss: 0.0310792 | val_loss: 0.0312238 | Time: 1933.76 ms [2021-11-20 20:03:31 main:581] : INFO : Epoch 1732 | loss: 0.031083 | val_loss: 0.0312201 | Time: 1937.8 ms [2021-11-20 20:03:33 main:581] : INFO : Epoch 1733 | loss: 0.0310852 | val_loss: 0.0312286 | Time: 1937.42 ms [2021-11-20 20:03:35 main:581] : INFO : Epoch 1734 | loss: 0.0310847 | val_loss: 0.0312249 | Time: 1980.07 ms [2021-11-20 20:03:37 main:581] : INFO : Epoch 1735 | loss: 0.0310844 | val_loss: 0.0312431 | Time: 1933.38 ms [2021-11-20 20:03:39 main:581] : INFO : Epoch 1736 | loss: 0.0310768 | val_loss: 0.0312387 | Time: 1939.67 ms [2021-11-20 20:03:41 main:581] : INFO : Epoch 1737 | loss: 0.0310775 | val_loss: 0.0312283 | Time: 1930.1 ms [2021-11-20 20:03:43 main:581] : INFO : Epoch 1738 | loss: 0.0310785 | val_loss: 0.031216 | Time: 1964.67 ms [2021-11-20 20:03:45 main:581] : INFO : Epoch 1739 | loss: 0.0310758 | val_loss: 0.0312298 | Time: 1962.64 ms [2021-11-20 20:03:47 main:581] : INFO : Epoch 1740 | loss: 0.0310781 | val_loss: 0.0312276 | Time: 1972.78 ms [2021-11-20 20:03:49 main:581] : INFO : Epoch 1741 | loss: 0.0310771 | val_loss: 0.0312228 | Time: 1956.19 ms [2021-11-20 20:03:51 main:581] : INFO : Epoch 1742 | loss: 0.0310792 | val_loss: 0.0312152 | Time: 1967.61 ms [2021-11-20 20:03:53 main:581] : INFO : Epoch 1743 | loss: 0.0310727 | val_loss: 0.0312268 | Time: 1989.18 ms [2021-11-20 20:03:55 main:581] : INFO : Epoch 1744 | loss: 0.0310805 | val_loss: 0.0312195 | Time: 1986.9 ms [2021-11-20 20:03:57 main:581] : INFO : Epoch 1745 | loss: 0.0310835 | val_loss: 0.0312232 | Time: 1919.85 ms [2021-11-20 20:03:59 main:581] : INFO : Epoch 1746 | loss: 0.0310796 | val_loss: 0.0312337 | Time: 1956.28 ms [2021-11-20 20:04:01 main:581] : INFO : Epoch 1747 | loss: 0.031077 | val_loss: 0.0312308 | Time: 1921.89 ms [2021-11-20 20:04:03 main:581] : INFO : Epoch 1748 | loss: 0.0310863 | val_loss: 0.0312247 | Time: 1932.11 ms [2021-11-20 20:04:04 main:581] : INFO : Epoch 1749 | loss: 0.0310848 | val_loss: 0.0312186 | Time: 1944.36 ms [2021-11-20 20:04:06 main:581] : INFO : Epoch 1750 | loss: 0.0310883 | val_loss: 0.0312283 | Time: 1925.49 ms [2021-11-20 20:04:08 main:581] : INFO : Epoch 1751 | loss: 0.0310869 | val_loss: 0.0312271 | Time: 1911.49 ms [2021-11-20 20:04:10 main:581] : INFO : Epoch 1752 | loss: 0.0310839 | val_loss: 0.0312217 | Time: 1936.18 ms [2021-11-20 20:04:12 main:581] : INFO : Epoch 1753 | loss: 0.0310943 | val_loss: 0.0312217 | Time: 1919.18 ms [2021-11-20 20:04:14 main:581] : INFO : Epoch 1754 | loss: 0.031082 | val_loss: 0.0312317 | Time: 1917.54 ms [2021-11-20 20:04:16 main:581] : INFO : Epoch 1755 | loss: 0.0310785 | val_loss: 0.0312277 | Time: 1937.8 ms [2021-11-20 20:04:18 main:581] : INFO : Epoch 1756 | loss: 0.0310822 | val_loss: 0.03123 | Time: 1952.76 ms [2021-11-20 20:04:20 main:581] : INFO : Epoch 1757 | loss: 0.0310861 | val_loss: 0.0312264 | Time: 1926.58 ms [2021-11-20 20:04:22 main:581] : INFO : Epoch 1758 | loss: 0.0310869 | val_loss: 0.0312176 | Time: 1931.66 ms [2021-11-20 20:04:24 main:581] : INFO : Epoch 1759 | loss: 0.0310839 | val_loss: 0.0312257 | Time: 1933.77 ms [2021-11-20 20:04:26 main:581] : INFO : Epoch 1760 | loss: 0.0310791 | val_loss: 0.0312208 | Time: 1935.11 ms [2021-11-20 20:04:28 main:581] : INFO : Epoch 1761 | loss: 0.0310782 | val_loss: 0.031221 | Time: 1897.36 ms [2021-11-20 20:04:29 main:581] : INFO : Epoch 1762 | loss: 0.0310756 | val_loss: 0.0312433 | Time: 1895.55 ms [2021-11-20 20:04:31 main:581] : INFO : Epoch 1763 | loss: 0.0310747 | val_loss: 0.0312261 | Time: 1910.61 ms [2021-11-20 20:04:33 main:581] : INFO : Epoch 1764 | loss: 0.0310743 | val_loss: 0.0312248 | Time: 1966.44 ms [2021-11-20 20:04:35 main:581] : INFO : Epoch 1765 | loss: 0.0310746 | val_loss: 0.0312334 | Time: 2124.08 ms [2021-11-20 20:04:37 main:581] : INFO : Epoch 1766 | loss: 0.0310768 | val_loss: 0.0312276 | Time: 1927.31 ms [2021-11-20 20:04:39 main:581] : INFO : Epoch 1767 | loss: 0.0311082 | val_loss: 0.0312107 | Time: 1907.25 ms [2021-11-20 20:04:41 main:581] : INFO : Epoch 1768 | loss: 0.0311059 | val_loss: 0.0312165 | Time: 1945.58 ms [2021-11-20 20:04:43 main:581] : INFO : Epoch 1769 | loss: 0.0310927 | val_loss: 0.0312284 | Time: 1970.57 ms [2021-11-20 20:04:45 main:581] : INFO : Epoch 1770 | loss: 0.0310903 | val_loss: 0.0312137 | Time: 1927.01 ms [2021-11-20 20:04:47 main:581] : INFO : Epoch 1771 | loss: 0.0310908 | val_loss: 0.031233 | Time: 1942.98 ms [2021-11-20 20:04:49 main:581] : INFO : Epoch 1772 | loss: 0.0310886 | val_loss: 0.0312274 | Time: 1936.95 ms [2021-11-20 20:04:51 main:581] : INFO : Epoch 1773 | loss: 0.0310849 | val_loss: 0.0312182 | Time: 1957.75 ms [2021-11-20 20:04:53 main:581] : INFO : Epoch 1774 | loss: 0.0310833 | val_loss: 0.0312225 | Time: 1982.85 ms [2021-11-20 20:04:55 main:581] : INFO : Epoch 1775 | loss: 0.0310808 | val_loss: 0.0312203 | Time: 1978.32 ms [2021-11-20 20:04:57 main:581] : INFO : Epoch 1776 | loss: 0.0310868 | val_loss: 0.0312176 | Time: 1912.09 ms [2021-11-20 20:04:59 main:581] : INFO : Epoch 1777 | loss: 0.0310792 | val_loss: 0.0312229 | Time: 1908.86 ms [2021-11-20 20:05:01 main:581] : INFO : Epoch 1778 | loss: 0.031075 | val_loss: 0.0312341 | Time: 1909.99 ms [2021-11-20 20:05:03 main:581] : INFO : Epoch 1779 | loss: 0.0310743 | val_loss: 0.031225 | Time: 1909.52 ms [2021-11-20 20:05:05 main:581] : INFO : Epoch 1780 | loss: 0.0310789 | val_loss: 0.0312268 | Time: 1931.91 ms [2021-11-20 20:05:06 main:581] : INFO : Epoch 1781 | loss: 0.0310751 | val_loss: 0.0312255 | Time: 1943.92 ms [2021-11-20 20:05:08 main:581] : INFO : Epoch 1782 | loss: 0.0310716 | val_loss: 0.0312285 | Time: 1925.89 ms [2021-11-20 20:05:10 main:581] : INFO : Epoch 1783 | loss: 0.0310699 | val_loss: 0.0312265 | Time: 1993.67 ms [2021-11-20 20:05:12 main:581] : INFO : Epoch 1784 | loss: 0.0310704 | val_loss: 0.03122 | Time: 1940.16 ms [2021-11-20 20:05:14 main:581] : INFO : Epoch 1785 | loss: 0.0310718 | val_loss: 0.0312329 | Time: 1965.28 ms [2021-11-20 20:05:16 main:581] : INFO : Epoch 1786 | loss: 0.0310848 | val_loss: 0.0312122 | Time: 1909.66 ms [2021-11-20 20:05:18 main:581] : INFO : Epoch 1787 | loss: 0.0311103 | val_loss: 0.0312021 | Time: 1944.47 ms [2021-11-20 20:05:20 main:581] : INFO : Epoch 1788 | loss: 0.0310963 | val_loss: 0.0312136 | Time: 1944.12 ms [2021-11-20 20:05:22 main:581] : INFO : Epoch 1789 | loss: 0.0310853 | val_loss: 0.0312193 | Time: 1952.14 ms [2021-11-20 20:05:24 main:581] : INFO : Epoch 1790 | loss: 0.0310825 | val_loss: 0.0312231 | Time: 1942.04 ms [2021-11-20 20:05:26 main:581] : INFO : Epoch 1791 | loss: 0.0311045 | val_loss: 0.0311977 | Time: 1945.65 ms [2021-11-20 20:05:28 main:581] : INFO : Epoch 1792 | loss: 0.0311271 | val_loss: 0.0312049 | Time: 1923.8 ms [2021-11-20 20:05:30 main:581] : INFO : Epoch 1793 | loss: 0.0311082 | val_loss: 0.0312148 | Time: 1958.7 ms [2021-11-20 20:05:32 main:581] : INFO : Epoch 1794 | loss: 0.0311021 | val_loss: 0.0312145 | Time: 1935.6 ms [2021-11-20 20:05:34 main:581] : INFO : Epoch 1795 | loss: 0.0311008 | val_loss: 0.0312166 | Time: 1949.27 ms [2021-11-20 20:05:36 main:581] : INFO : Epoch 1796 | loss: 0.031098 | val_loss: 0.0312093 | Time: 1940.74 ms [2021-11-20 20:05:38 main:581] : INFO : Epoch 1797 | loss: 0.0310925 | val_loss: 0.0312309 | Time: 1964.99 ms [2021-11-20 20:05:40 main:581] : INFO : Epoch 1798 | loss: 0.0310885 | val_loss: 0.031226 | Time: 1944.64 ms [2021-11-20 20:05:42 main:581] : INFO : Epoch 1799 | loss: 0.0310823 | val_loss: 0.0312152 | Time: 1965.62 ms [2021-11-20 20:05:43 main:581] : INFO : Epoch 1800 | loss: 0.0310758 | val_loss: 0.031219 | Time: 1896.17 ms [2021-11-20 20:05:45 main:581] : INFO : Epoch 1801 | loss: 0.0310721 | val_loss: 0.0312342 | Time: 1941.74 ms [2021-11-20 20:05:47 main:581] : INFO : Epoch 1802 | loss: 0.0310785 | val_loss: 0.0312118 | Time: 1941.16 ms [2021-11-20 20:05:49 main:581] : INFO : Epoch 1803 | loss: 0.0310869 | val_loss: 0.0312166 | Time: 1948.69 ms [2021-11-20 20:05:51 main:581] : INFO : Epoch 1804 | loss: 0.0310821 | val_loss: 0.031239 | Time: 1976.75 ms [2021-11-20 20:05:53 main:581] : INFO : Epoch 1805 | loss: 0.0310898 | val_loss: 0.0312202 | Time: 1973.84 ms [2021-11-20 20:05:55 main:581] : INFO : Epoch 1806 | loss: 0.0310904 | val_loss: 0.0312256 | Time: 1965.65 ms [2021-11-20 20:05:57 main:581] : INFO : Epoch 1807 | loss: 0.0310837 | val_loss: 0.0312293 | Time: 2044.28 ms [2021-11-20 20:05:59 main:581] : INFO : Epoch 1808 | loss: 0.0310781 | val_loss: 0.0312171 | Time: 1995.93 ms [2021-11-20 20:06:01 main:581] : INFO : Epoch 1809 | loss: 0.0310788 | val_loss: 0.0312197 | Time: 1998.92 ms [2021-11-20 20:06:03 main:581] : INFO : Epoch 1810 | loss: 0.0310776 | val_loss: 0.0312282 | Time: 1977.06 ms [2021-11-20 20:06:05 main:581] : INFO : Epoch 1811 | loss: 0.0310831 | val_loss: 0.0312289 | Time: 1992.24 ms [2021-11-20 20:06:07 main:581] : INFO : Epoch 1812 | loss: 0.031083 | val_loss: 0.0312265 | Time: 1963.92 ms [2021-11-20 20:06:09 main:581] : INFO : Epoch 1813 | loss: 0.0310765 | val_loss: 0.0312279 | Time: 1969.63 ms [2021-11-20 20:06:11 main:581] : INFO : Epoch 1814 | loss: 0.0310769 | val_loss: 0.0312205 | Time: 1978.22 ms [2021-11-20 20:06:13 main:581] : INFO : Epoch 1815 | loss: 0.0310843 | val_loss: 0.0312277 | Time: 1985.85 ms [2021-11-20 20:06:15 main:581] : INFO : Epoch 1816 | loss: 0.0310824 | val_loss: 0.0312201 | Time: 2009.64 ms [2021-11-20 20:06:17 main:581] : INFO : Epoch 1817 | loss: 0.0310778 | val_loss: 0.0312159 | Time: 1954.58 ms [2021-11-20 20:06:19 main:581] : INFO : Epoch 1818 | loss: 0.0310814 | val_loss: 0.0312271 | Time: 1993.91 ms [2021-11-20 20:06:21 main:581] : INFO : Epoch 1819 | loss: 0.031083 | val_loss: 0.0312141 | Time: 2004.51 ms [2021-11-20 20:06:23 main:581] : INFO : Epoch 1820 | loss: 0.031081 | val_loss: 0.0312258 | Time: 1973.37 ms [2021-11-20 20:06:25 main:581] : INFO : Epoch 1821 | loss: 0.031077 | val_loss: 0.031222 | Time: 2020.1 ms [2021-11-20 20:06:27 main:581] : INFO : Epoch 1822 | loss: 0.0310777 | val_loss: 0.0312246 | Time: 2012.17 ms [2021-11-20 20:06:29 main:581] : INFO : Epoch 1823 | loss: 0.0310744 | val_loss: 0.0312309 | Time: 1990.44 ms [2021-11-20 20:06:31 main:581] : INFO : Epoch 1824 | loss: 0.0310751 | val_loss: 0.0312251 | Time: 2004.02 ms [2021-11-20 20:06:33 main:581] : INFO : Epoch 1825 | loss: 0.0310741 | val_loss: 0.0312314 | Time: 1979.17 ms [2021-11-20 20:06:35 main:581] : INFO : Epoch 1826 | loss: 0.0310725 | val_loss: 0.0312302 | Time: 1979.2 ms [2021-11-20 20:06:37 main:581] : INFO : Epoch 1827 | loss: 0.0310779 | val_loss: 0.0312215 | Time: 1969.12 ms [2021-11-20 20:06:39 main:581] : INFO : Epoch 1828 | loss: 0.0310816 | val_loss: 0.0312086 | Time: 1998.42 ms [2021-11-20 20:06:41 main:581] : INFO : Epoch 1829 | loss: 0.0310945 | val_loss: 0.0312202 | Time: 1962.34 ms [2021-11-20 20:06:43 main:581] : INFO : Epoch 1830 | loss: 0.0311071 | val_loss: 0.0313075 | Time: 1939.75 ms [2021-11-20 20:06:45 main:581] : INFO : Epoch 1831 | loss: 0.0312174 | val_loss: 0.0313327 | Time: 1960.36 ms [2021-11-20 20:06:47 main:581] : INFO : Epoch 1832 | loss: 0.0368892 | val_loss: 0.09175 | Time: 1947.73 ms [2021-11-20 20:06:49 main:581] : INFO : Epoch 1833 | loss: 0.0425822 | val_loss: 0.0327911 | Time: 1948.86 ms [2021-11-20 20:06:51 main:581] : INFO : Epoch 1834 | loss: 0.032258 | val_loss: 0.0314974 | Time: 1945.79 ms [2021-11-20 20:06:53 main:581] : INFO : Epoch 1835 | loss: 0.0313891 | val_loss: 0.0313027 | Time: 1926.51 ms [2021-11-20 20:06:55 main:581] : INFO : Epoch 1836 | loss: 0.0312851 | val_loss: 0.0312644 | Time: 1924.29 ms [2021-11-20 20:06:56 main:581] : INFO : Epoch 1837 | loss: 0.0312591 | val_loss: 0.031255 | Time: 1930.61 ms [2021-11-20 20:06:58 main:581] : INFO : Epoch 1838 | loss: 0.0312537 | val_loss: 0.0312529 | Time: 1923.7 ms [2021-11-20 20:07:00 main:581] : INFO : Epoch 1839 | loss: 0.0312523 | val_loss: 0.031252 | Time: 1920.07 ms [2021-11-20 20:07:02 main:581] : INFO : Epoch 1840 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 1926.25 ms [2021-11-20 20:07:04 main:581] : INFO : Epoch 1841 | loss: 0.0312512 | val_loss: 0.0312518 | Time: 1973.83 ms [2021-11-20 20:07:06 main:581] : INFO : Epoch 1842 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 1922.37 ms [2021-11-20 20:07:08 main:581] : INFO : Epoch 1843 | loss: 0.0312512 | val_loss: 0.0312512 | Time: 1903.4 ms [2021-11-20 20:07:10 main:581] : INFO : Epoch 1844 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 1932.62 ms [2021-11-20 20:07:12 main:581] : INFO : Epoch 1845 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1926.67 ms [2021-11-20 20:07:14 main:581] : INFO : Epoch 1846 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1915.37 ms [2021-11-20 20:07:16 main:581] : INFO : Epoch 1847 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1943.63 ms [2021-11-20 20:07:18 main:581] : INFO : Epoch 1848 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1914.33 ms [2021-11-20 20:07:20 main:581] : INFO : Epoch 1849 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1913.26 ms [2021-11-20 20:07:22 main:581] : INFO : Epoch 1850 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1934.4 ms [2021-11-20 20:07:23 main:581] : INFO : Epoch 1851 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1924.07 ms [2021-11-20 20:07:25 main:581] : INFO : Epoch 1852 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1908.91 ms [2021-11-20 20:07:27 main:581] : INFO : Epoch 1853 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1924.48 ms [2021-11-20 20:07:29 main:581] : INFO : Epoch 1854 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1899.48 ms [2021-11-20 20:07:31 main:581] : INFO : Epoch 1855 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1909 ms [2021-11-20 20:07:33 main:581] : INFO : Epoch 1856 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1919.28 ms [2021-11-20 20:07:35 main:581] : INFO : Epoch 1857 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2008.51 ms [2021-11-20 20:07:37 main:581] : INFO : Epoch 1858 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1949.29 ms [2021-11-20 20:07:39 main:581] : INFO : Epoch 1859 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1944.6 ms [2021-11-20 20:07:41 main:581] : INFO : Epoch 1860 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1924.36 ms [2021-11-20 20:07:43 main:581] : INFO : Epoch 1861 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1921.72 ms [2021-11-20 20:07:45 main:581] : INFO : Epoch 1862 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1932.8 ms [2021-11-20 20:07:47 main:581] : INFO : Epoch 1863 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1928.63 ms [2021-11-20 20:07:49 main:581] : INFO : Epoch 1864 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1937.87 ms [2021-11-20 20:07:50 main:581] : INFO : Epoch 1865 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1926.21 ms [2021-11-20 20:07:52 main:581] : INFO : Epoch 1866 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1953.85 ms [2021-11-20 20:07:54 main:581] : INFO : Epoch 1867 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1960.21 ms [2021-11-20 20:07:56 main:581] : INFO : Epoch 1868 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1932.51 ms [2021-11-20 20:07:58 main:581] : INFO : Epoch 1869 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 1918.57 ms [2021-11-20 20:08:00 main:581] : INFO : Epoch 1870 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1944.31 ms [2021-11-20 20:08:02 main:581] : INFO : Epoch 1871 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1905.33 ms [2021-11-20 20:08:04 main:581] : INFO : Epoch 1872 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1909.65 ms [2021-11-20 20:08:06 main:581] : INFO : Epoch 1873 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1944.72 ms [2021-11-20 20:08:08 main:581] : INFO : Epoch 1874 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1972.44 ms [2021-11-20 20:08:10 main:581] : INFO : Epoch 1875 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2004.02 ms [2021-11-20 20:08:12 main:581] : INFO : Epoch 1876 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1973.62 ms [2021-11-20 20:08:14 main:581] : INFO : Epoch 1877 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1966.75 ms [2021-11-20 20:08:16 main:581] : INFO : Epoch 1878 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1991.93 ms [2021-11-20 20:08:18 main:581] : INFO : Epoch 1879 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1951.56 ms [2021-11-20 20:08:20 main:581] : INFO : Epoch 1880 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1987.44 ms [2021-11-20 20:08:22 main:581] : INFO : Epoch 1881 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1978.33 ms [2021-11-20 20:08:24 main:581] : INFO : Epoch 1882 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1983.31 ms [2021-11-20 20:08:26 main:581] : INFO : Epoch 1883 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1959.74 ms [2021-11-20 20:08:28 main:581] : INFO : Epoch 1884 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 1957.3 ms [2021-11-20 20:08:30 main:581] : INFO : Epoch 1885 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1996.41 ms [2021-11-20 20:08:32 main:581] : INFO : Epoch 1886 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1971.01 ms [2021-11-20 20:08:34 main:581] : INFO : Epoch 1887 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2002.89 ms [2021-11-20 20:08:36 main:581] : INFO : Epoch 1888 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1998.92 ms [2021-11-20 20:08:38 main:581] : INFO : Epoch 1889 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1954.41 ms [2021-11-20 20:08:40 main:581] : INFO : Epoch 1890 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1979.12 ms [2021-11-20 20:08:42 main:581] : INFO : Epoch 1891 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1970.55 ms [2021-11-20 20:08:44 main:581] : INFO : Epoch 1892 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1984.44 ms [2021-11-20 20:08:46 main:581] : INFO : Epoch 1893 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1975.78 ms [2021-11-20 20:08:47 main:581] : INFO : Epoch 1894 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1947.83 ms [2021-11-20 20:08:49 main:581] : INFO : Epoch 1895 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1952.62 ms [2021-11-20 20:08:51 main:581] : INFO : Epoch 1896 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1998.08 ms [2021-11-20 20:08:53 main:581] : INFO : Epoch 1897 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1992.64 ms [2021-11-20 20:08:55 main:581] : INFO : Epoch 1898 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1999.08 ms [2021-11-20 20:08:57 main:581] : INFO : Epoch 1899 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1994.09 ms [2021-11-20 20:08:59 main:581] : INFO : Epoch 1900 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1960.25 ms [2021-11-20 20:09:01 main:581] : INFO : Epoch 1901 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1923.16 ms [2021-11-20 20:09:03 main:581] : INFO : Epoch 1902 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1908.21 ms [2021-11-20 20:09:05 main:581] : INFO : Epoch 1903 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1932.48 ms [2021-11-20 20:09:07 main:581] : INFO : Epoch 1904 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1930.9 ms [2021-11-20 20:09:09 main:581] : INFO : Epoch 1905 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1948.69 ms [2021-11-20 20:09:11 main:581] : INFO : Epoch 1906 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1969.37 ms [2021-11-20 20:09:13 main:581] : INFO : Epoch 1907 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1936.58 ms [2021-11-20 20:09:15 main:581] : INFO : Epoch 1908 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1990.2 ms [2021-11-20 20:09:17 main:581] : INFO : Epoch 1909 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1929.27 ms [2021-11-20 20:09:19 main:581] : INFO : Epoch 1910 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1936.7 ms [2021-11-20 20:09:21 main:581] : INFO : Epoch 1911 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1910.55 ms [2021-11-20 20:09:23 main:581] : INFO : Epoch 1912 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1918.58 ms [2021-11-20 20:09:24 main:581] : INFO : Epoch 1913 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1908.28 ms [2021-11-20 20:09:26 main:581] : INFO : Epoch 1914 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1914.24 ms [2021-11-20 20:09:28 main:581] : INFO : Epoch 1915 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1912.07 ms [2021-11-20 20:09:30 main:581] : INFO : Epoch 1916 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1956.48 ms [2021-11-20 20:09:32 main:581] : INFO : Epoch 1917 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1905.36 ms [2021-11-20 20:09:34 main:581] : INFO : Epoch 1918 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1936.8 ms [2021-11-20 20:09:36 main:581] : INFO : Epoch 1919 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1952.59 ms [2021-11-20 20:09:38 main:581] : INFO : Epoch 1920 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1903.91 ms [2021-11-20 20:09:40 main:581] : INFO : Epoch 1921 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1936.22 ms [2021-11-20 20:09:42 main:581] : INFO : Epoch 1922 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1903.05 ms [2021-11-20 20:09:44 main:581] : INFO : Epoch 1923 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1932.94 ms [2021-11-20 20:09:46 main:581] : INFO : Epoch 1924 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1928.64 ms [2021-11-20 20:09:48 main:581] : INFO : Epoch 1925 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1926.89 ms [2021-11-20 20:09:50 main:581] : INFO : Epoch 1926 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1939.62 ms [2021-11-20 20:09:51 main:581] : INFO : Epoch 1927 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1939.93 ms [2021-11-20 20:09:53 main:581] : INFO : Epoch 1928 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1924.61 ms [2021-11-20 20:09:55 main:581] : INFO : Epoch 1929 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1935.93 ms [2021-11-20 20:09:57 main:581] : INFO : Epoch 1930 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1915.16 ms [2021-11-20 20:09:59 main:581] : INFO : Epoch 1931 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1962.99 ms [2021-11-20 20:10:01 main:581] : INFO : Epoch 1932 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1975.89 ms [2021-11-20 20:10:03 main:581] : INFO : Epoch 1933 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1964.35 ms [2021-11-20 20:10:05 main:581] : INFO : Epoch 1934 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1941.7 ms [2021-11-20 20:10:07 main:581] : INFO : Epoch 1935 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1939.9 ms [2021-11-20 20:10:09 main:581] : INFO : Epoch 1936 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1967.9 ms [2021-11-20 20:10:11 main:581] : INFO : Epoch 1937 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1980.88 ms [2021-11-20 20:10:13 main:581] : INFO : Epoch 1938 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1940.31 ms [2021-11-20 20:10:15 main:581] : INFO : Epoch 1939 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1974.58 ms [2021-11-20 20:10:17 main:581] : INFO : Epoch 1940 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1995.91 ms [2021-11-20 20:10:19 main:581] : INFO : Epoch 1941 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1983.47 ms [2021-11-20 20:10:21 main:581] : INFO : Epoch 1942 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1989.86 ms [2021-11-20 20:10:23 main:581] : INFO : Epoch 1943 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1976.11 ms [2021-11-20 20:10:25 main:581] : INFO : Epoch 1944 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1980.83 ms [2021-11-20 20:10:27 main:581] : INFO : Epoch 1945 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 2014.16 ms [2021-11-20 20:10:29 main:581] : INFO : Epoch 1946 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2020.7 ms [2021-11-20 20:10:31 main:581] : INFO : Epoch 1947 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2009.95 ms [2021-11-20 20:10:33 main:581] : INFO : Epoch 1948 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1994.67 ms [2021-11-20 20:10:35 main:581] : INFO : Epoch 1949 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2004.18 ms [2021-11-20 20:10:37 main:581] : INFO : Epoch 1950 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1960.95 ms [2021-11-20 20:10:39 main:581] : INFO : Epoch 1951 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1949.31 ms [2021-11-20 20:10:41 main:581] : INFO : Epoch 1952 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1996.49 ms [2021-11-20 20:10:43 main:581] : INFO : Epoch 1953 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1997.57 ms [2021-11-20 20:10:45 main:581] : INFO : Epoch 1954 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1979.2 ms [2021-11-20 20:10:47 main:581] : INFO : Epoch 1955 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1963.1 ms [2021-11-20 20:10:49 main:581] : INFO : Epoch 1956 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2034.16 ms [2021-11-20 20:10:51 main:581] : INFO : Epoch 1957 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1951.56 ms [2021-11-20 20:10:53 main:581] : INFO : Epoch 1958 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1952.43 ms [2021-11-20 20:10:55 main:581] : INFO : Epoch 1959 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2051.34 ms [2021-11-20 20:10:57 main:581] : INFO : Epoch 1960 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1947.94 ms [2021-11-20 20:10:59 main:581] : INFO : Epoch 1961 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1945.22 ms [2021-11-20 20:11:01 main:581] : INFO : Epoch 1962 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1966.7 ms [2021-11-20 20:11:03 main:581] : INFO : Epoch 1963 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1933.68 ms [2021-11-20 20:11:04 main:581] : INFO : Epoch 1964 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1957.8 ms [2021-11-20 20:11:06 main:581] : INFO : Epoch 1965 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1947.48 ms [2021-11-20 20:11:08 main:581] : INFO : Epoch 1966 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1950.05 ms [2021-11-20 20:11:10 main:581] : INFO : Epoch 1967 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1955.1 ms [2021-11-20 20:11:12 main:581] : INFO : Epoch 1968 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1973.97 ms [2021-11-20 20:11:14 main:581] : INFO : Epoch 1969 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1988.12 ms [2021-11-20 20:11:16 main:581] : INFO : Epoch 1970 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1944.1 ms [2021-11-20 20:11:18 main:581] : INFO : Epoch 1971 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1943.19 ms [2021-11-20 20:11:20 main:581] : INFO : Epoch 1972 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1989.83 ms [2021-11-20 20:11:22 main:581] : INFO : Epoch 1973 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2005.33 ms [2021-11-20 20:11:24 main:581] : INFO : Epoch 1974 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1967.06 ms [2021-11-20 20:11:26 main:581] : INFO : Epoch 1975 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1943.45 ms [2021-11-20 20:11:28 main:581] : INFO : Epoch 1976 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1940.71 ms [2021-11-20 20:11:30 main:581] : INFO : Epoch 1977 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 1946.91 ms [2021-11-20 20:11:32 main:581] : INFO : Epoch 1978 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1938.51 ms [2021-11-20 20:11:34 main:581] : INFO : Epoch 1979 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1919.98 ms [2021-11-20 20:11:36 main:581] : INFO : Epoch 1980 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2015 ms [2021-11-20 20:11:38 main:581] : INFO : Epoch 1981 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1928.83 ms [2021-11-20 20:11:40 main:581] : INFO : Epoch 1982 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1950.06 ms [2021-11-20 20:11:42 main:581] : INFO : Epoch 1983 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1921.28 ms [2021-11-20 20:11:44 main:581] : INFO : Epoch 1984 | loss: 0.03125 | val_loss: 0.03125 | Time: 1923.2 ms [2021-11-20 20:11:45 main:581] : INFO : Epoch 1985 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1923.71 ms [2021-11-20 20:11:47 main:581] : INFO : Epoch 1986 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1942.32 ms [2021-11-20 20:11:49 main:581] : INFO : Epoch 1987 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1961.49 ms [2021-11-20 20:11:51 main:581] : INFO : Epoch 1988 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1947.18 ms [2021-11-20 20:11:53 main:581] : INFO : Epoch 1989 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 1988.73 ms [2021-11-20 20:11:55 main:581] : INFO : Epoch 1990 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1986.83 ms [2021-11-20 20:11:57 main:581] : INFO : Epoch 1991 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 1959.32 ms [2021-11-20 20:11:59 main:581] : INFO : Epoch 1992 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1935.05 ms [2021-11-20 20:12:01 main:581] : INFO : Epoch 1993 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1960.67 ms [2021-11-20 20:12:03 main:581] : INFO : Epoch 1994 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1903.06 ms [2021-11-20 20:12:05 main:581] : INFO : Epoch 1995 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1942.26 ms [2021-11-20 20:12:07 main:581] : INFO : Epoch 1996 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1928.16 ms [2021-11-20 20:12:09 main:581] : INFO : Epoch 1997 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1935 ms [2021-11-20 20:12:11 main:581] : INFO : Epoch 1998 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1962.84 ms [2021-11-20 20:12:13 main:581] : INFO : Epoch 1999 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1926.02 ms [2021-11-20 20:12:15 main:581] : INFO : Epoch 2000 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1960.98 ms [2021-11-20 20:12:17 main:581] : INFO : Epoch 2001 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1909.41 ms [2021-11-20 20:12:19 main:581] : INFO : Epoch 2002 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2020.51 ms [2021-11-20 20:12:21 main:581] : INFO : Epoch 2003 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1922.43 ms [2021-11-20 20:12:23 main:581] : INFO : Epoch 2004 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1936.49 ms [2021-11-20 20:12:25 main:581] : INFO : Epoch 2005 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1983.12 ms [2021-11-20 20:12:27 main:581] : INFO : Epoch 2006 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2019.92 ms [2021-11-20 20:12:29 main:581] : INFO : Epoch 2007 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2000.79 ms [2021-11-20 20:12:31 main:581] : INFO : Epoch 2008 | loss: 0.03125 | val_loss: 0.03125 | Time: 2006.44 ms [2021-11-20 20:12:33 main:581] : INFO : Epoch 2009 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2015.24 ms [2021-11-20 20:12:35 main:581] : INFO : Epoch 2010 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2060.73 ms [2021-11-20 20:12:37 main:581] : INFO : Epoch 2011 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1982.92 ms [2021-11-20 20:12:39 main:581] : INFO : Epoch 2012 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 1998.87 ms [2021-11-20 20:12:41 main:581] : INFO : Epoch 2013 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 2004.41 ms [2021-11-20 20:12:43 main:581] : INFO : Epoch 2014 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1993.75 ms [2021-11-20 20:12:45 main:581] : INFO : Epoch 2015 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1992.56 ms [2021-11-20 20:12:47 main:581] : INFO : Epoch 2016 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1980.65 ms [2021-11-20 20:12:49 main:581] : INFO : Epoch 2017 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1987.62 ms [2021-11-20 20:12:51 main:581] : INFO : Epoch 2018 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1973 ms [2021-11-20 20:12:53 main:581] : INFO : Epoch 2019 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1975.08 ms [2021-11-20 20:12:55 main:581] : INFO : Epoch 2020 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2031.58 ms [2021-11-20 20:12:57 main:581] : INFO : Epoch 2021 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1998.64 ms [2021-11-20 20:12:59 main:581] : INFO : Epoch 2022 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2009.38 ms [2021-11-20 20:13:01 main:581] : INFO : Epoch 2023 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2031.4 ms [2021-11-20 20:13:03 main:581] : INFO : Epoch 2024 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1942.87 ms [2021-11-20 20:13:04 main:581] : INFO : Epoch 2025 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 1960.98 ms [2021-11-20 20:13:06 main:581] : INFO : Epoch 2026 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1947.12 ms [2021-11-20 20:13:08 main:581] : INFO : Epoch 2027 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1970.22 ms [2021-11-20 20:13:10 main:581] : INFO : Epoch 2028 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 1991.86 ms [2021-11-20 20:13:12 main:581] : INFO : Epoch 2029 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1980.15 ms [2021-11-20 20:13:14 main:581] : INFO : Epoch 2030 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2028.38 ms [2021-11-20 20:13:16 main:581] : INFO : Epoch 2031 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1965.72 ms [2021-11-20 20:13:18 main:581] : INFO : Epoch 2032 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1943.44 ms [2021-11-20 20:13:20 main:581] : INFO : Epoch 2033 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1934.53 ms [2021-11-20 20:13:22 main:581] : INFO : Epoch 2034 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1964.83 ms [2021-11-20 20:13:24 main:581] : INFO : Epoch 2035 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1926.83 ms [2021-11-20 20:13:26 main:581] : INFO : Epoch 2036 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1913.91 ms [2021-11-20 20:13:28 main:581] : INFO : Epoch 2037 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1946.78 ms [2021-11-20 20:13:30 main:581] : INFO : Epoch 2038 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1919.21 ms [2021-11-20 20:13:32 main:581] : INFO : Epoch 2039 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1959.33 ms [2021-11-20 20:13:34 main:581] : INFO : Epoch 2040 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1978.21 ms [2021-11-20 20:13:36 main:581] : INFO : Epoch 2041 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 1950.47 ms [2021-11-20 20:13:38 main:581] : INFO : Epoch 2042 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1940.41 ms [2021-11-20 20:13:40 main:581] : INFO : Epoch 2043 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2005.23 ms [2021-11-20 20:13:42 main:581] : INFO : Epoch 2044 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1987.86 ms [2021-11-20 20:13:44 main:581] : INFO : Epoch 2045 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1936.75 ms [2021-11-20 20:13:46 main:581] : INFO : Epoch 2046 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1973.45 ms [2021-11-20 20:13:48 main:581] : INFO : Epoch 2047 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1922.52 ms [2021-11-20 20:13:50 main:581] : INFO : Epoch 2048 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1980.86 ms [2021-11-20 20:13:50 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312509 [2021-11-20 20:13:50 main:610] : INFO : Saving end state to config to file [2021-11-20 20:13:50 main:615] : INFO : Success, exiting.. 20:13:50 (4860): 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)