Task 12960682
| Name | ParityModified-1647043816-12795-0_0 |
| Workunit | 10092801 |
| Created | 12 Mar 2022, 0:10:20 UTC |
| Sent | 13 Mar 2022, 15:20:13 UTC |
| Report deadline | 21 Mar 2022, 15:20:13 UTC |
| Received | 13 Mar 2022, 18:52:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10254 |
| Run time | 1 hours 7 min 55 sec |
| CPU time | 1 hours 6 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,017.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310333 | val_loss: 0.0312979 | Time: 1973.74 ms [2022-03-13 19:35:37 main:574] : INFO : Epoch 1543 | loss: 0.0310253 | val_loss: 0.0312657 | Time: 1933.25 ms [2022-03-13 19:35:39 main:574] : INFO : Epoch 1544 | loss: 0.0310229 | val_loss: 0.0312757 | Time: 2007.16 ms [2022-03-13 19:35:41 main:574] : INFO : Epoch 1545 | loss: 0.0310273 | val_loss: 0.0312953 | Time: 2008.08 ms [2022-03-13 19:35:43 main:574] : INFO : Epoch 1546 | loss: 0.0310236 | val_loss: 0.0313093 | Time: 1961.23 ms [2022-03-13 19:35:45 main:574] : INFO : Epoch 1547 | loss: 0.0310151 | val_loss: 0.0312922 | Time: 1995.84 ms [2022-03-13 19:35:47 main:574] : INFO : Epoch 1548 | loss: 0.0310131 | val_loss: 0.0312987 | Time: 1962.71 ms [2022-03-13 19:35:49 main:574] : INFO : Epoch 1549 | loss: 0.0310077 | val_loss: 0.0313074 | Time: 1955.71 ms [2022-03-13 19:35:51 main:574] : INFO : Epoch 1550 | loss: 0.0310117 | val_loss: 0.0312865 | Time: 1946.13 ms [2022-03-13 19:35:53 main:574] : INFO : Epoch 1551 | loss: 0.0310217 | val_loss: 0.0313121 | Time: 2016.75 ms [2022-03-13 19:35:55 main:574] : INFO : Epoch 1552 | loss: 0.0310211 | val_loss: 0.0312857 | Time: 1961.15 ms [2022-03-13 19:35:57 main:574] : INFO : Epoch 1553 | loss: 0.0310115 | val_loss: 0.0312949 | Time: 1928.01 ms [2022-03-13 19:35:59 main:574] : INFO : Epoch 1554 | loss: 0.0310152 | val_loss: 0.0312714 | Time: 1934.29 ms [2022-03-13 19:36:01 main:574] : INFO : Epoch 1555 | loss: 0.0310282 | val_loss: 0.031295 | Time: 1972.83 ms [2022-03-13 19:36:03 main:574] : INFO : Epoch 1556 | loss: 0.0310176 | val_loss: 0.0313201 | Time: 2039.91 ms [2022-03-13 19:36:05 main:574] : INFO : Epoch 1557 | loss: 0.0310135 | val_loss: 0.0312899 | Time: 1928.27 ms [2022-03-13 19:36:07 main:574] : INFO : Epoch 1558 | loss: 0.0310157 | val_loss: 0.0313086 | Time: 2026.72 ms [2022-03-13 19:36:09 main:574] : INFO : Epoch 1559 | loss: 0.0310131 | val_loss: 0.0312884 | Time: 1970.56 ms [2022-03-13 19:36:11 main:574] : INFO : Epoch 1560 | loss: 0.0310177 | val_loss: 0.0312915 | Time: 1987.62 ms [2022-03-13 19:36:13 main:574] : INFO : Epoch 1561 | loss: 0.0310201 | val_loss: 0.0312833 | Time: 1988.25 ms [2022-03-13 19:36:15 main:574] : INFO : Epoch 1562 | loss: 0.0310171 | val_loss: 0.0312702 | Time: 2021.79 ms [2022-03-13 19:36:17 main:574] : INFO : Epoch 1563 | loss: 0.0310214 | val_loss: 0.0312939 | Time: 1957.74 ms [2022-03-13 19:36:19 main:574] : INFO : Epoch 1564 | loss: 0.0310116 | val_loss: 0.0313041 | Time: 1902.39 ms [2022-03-13 19:36:21 main:574] : INFO : Epoch 1565 | loss: 0.0310174 | val_loss: 0.0313017 | Time: 1981.85 ms [2022-03-13 19:36:23 main:574] : INFO : Epoch 1566 | loss: 0.0310208 | val_loss: 0.0313018 | Time: 1929.57 ms [2022-03-13 19:36:25 main:574] : INFO : Epoch 1567 | loss: 0.031011 | val_loss: 0.0313015 | Time: 1979.06 ms [2022-03-13 19:36:27 main:574] : INFO : Epoch 1568 | loss: 0.0310123 | val_loss: 0.0313015 | Time: 1953.66 ms [2022-03-13 19:36:29 main:574] : INFO : Epoch 1569 | loss: 0.0310266 | val_loss: 0.0312947 | Time: 1998.6 ms [2022-03-13 19:36:31 main:574] : INFO : Epoch 1570 | loss: 0.0310275 | val_loss: 0.0312962 | Time: 2009.74 ms [2022-03-13 19:36:33 main:574] : INFO : Epoch 1571 | loss: 0.0310193 | val_loss: 0.0312788 | Time: 1958.15 ms [2022-03-13 19:36:35 main:574] : INFO : Epoch 1572 | loss: 0.0310307 | val_loss: 0.031251 | Time: 1981.32 ms [2022-03-13 19:36:37 main:574] : INFO : Epoch 1573 | loss: 0.0311 | val_loss: 0.0312491 | Time: 1986.04 ms [2022-03-13 19:36:39 main:574] : INFO : Epoch 1574 | loss: 0.0310662 | val_loss: 0.0312533 | Time: 1892.02 ms [2022-03-13 19:36:41 main:574] : INFO : Epoch 1575 | loss: 0.0310397 | val_loss: 0.0312732 | Time: 2008.34 ms [2022-03-13 19:36:43 main:574] : INFO : Epoch 1576 | loss: 0.0310227 | val_loss: 0.0312946 | Time: 2023.17 ms [2022-03-13 19:36:45 main:574] : INFO : Epoch 1577 | loss: 0.0310128 | val_loss: 0.0312819 | Time: 1996.1 ms [2022-03-13 19:36:47 main:574] : INFO : Epoch 1578 | loss: 0.0310161 | val_loss: 0.0312904 | Time: 1978.7 ms [2022-03-13 19:36:49 main:574] : INFO : Epoch 1579 | loss: 0.0310272 | val_loss: 0.0312983 | Time: 2021.72 ms [2022-03-13 19:36:51 main:574] : INFO : Epoch 1580 | loss: 0.0310236 | val_loss: 0.0312848 | Time: 1951.97 ms [2022-03-13 19:36:53 main:574] : INFO : Epoch 1581 | loss: 0.0310166 | val_loss: 0.0313086 | Time: 1977.91 ms [2022-03-13 19:36:55 main:574] : INFO : Epoch 1582 | loss: 0.031011 | val_loss: 0.0312876 | Time: 2000 ms [2022-03-13 19:36:57 main:574] : INFO : Epoch 1583 | loss: 0.0310154 | val_loss: 0.0312781 | Time: 1963.94 ms [2022-03-13 19:36:59 main:574] : INFO : Epoch 1584 | loss: 0.031015 | val_loss: 0.0312895 | Time: 1936.42 ms [2022-03-13 19:37:01 main:574] : INFO : Epoch 1585 | loss: 0.0310192 | val_loss: 0.0312905 | Time: 1975.37 ms [2022-03-13 19:37:03 main:574] : INFO : Epoch 1586 | loss: 0.031014 | val_loss: 0.0313141 | Time: 1905.35 ms [2022-03-13 19:37:05 main:574] : INFO : Epoch 1587 | loss: 0.0310172 | val_loss: 0.0312747 | Time: 1969.29 ms [2022-03-13 19:37:07 main:574] : INFO : Epoch 1588 | loss: 0.0310297 | val_loss: 0.0312643 | Time: 1990.47 ms [2022-03-13 19:37:09 main:574] : INFO : Epoch 1589 | loss: 0.0310176 | val_loss: 0.0312852 | Time: 1916.02 ms [2022-03-13 19:37:11 main:574] : INFO : Epoch 1590 | loss: 0.0310188 | val_loss: 0.0312767 | Time: 1990.94 ms [2022-03-13 19:37:13 main:574] : INFO : Epoch 1591 | loss: 0.031028 | val_loss: 0.0312589 | Time: 1963.12 ms [2022-03-13 19:37:15 main:574] : INFO : Epoch 1592 | loss: 0.0310211 | val_loss: 0.0312952 | Time: 2115.59 ms [2022-03-13 19:37:17 main:574] : INFO : Epoch 1593 | loss: 0.0310206 | val_loss: 0.0313146 | Time: 1992.84 ms [2022-03-13 19:37:19 main:574] : INFO : Epoch 1594 | loss: 0.0310225 | val_loss: 0.0312786 | Time: 2011.21 ms [2022-03-13 19:37:21 main:574] : INFO : Epoch 1595 | loss: 0.031017 | val_loss: 0.0313067 | Time: 2027.77 ms [2022-03-13 19:37:23 main:574] : INFO : Epoch 1596 | loss: 0.0310098 | val_loss: 0.0312988 | Time: 1993.74 ms [2022-03-13 19:37:25 main:574] : INFO : Epoch 1597 | loss: 0.0310231 | val_loss: 0.0313045 | Time: 1922.85 ms [2022-03-13 19:37:27 main:574] : INFO : Epoch 1598 | loss: 0.0310221 | val_loss: 0.031295 | Time: 1950.24 ms [2022-03-13 19:37:29 main:574] : INFO : Epoch 1599 | loss: 0.0310205 | val_loss: 0.0312881 | Time: 1990.8 ms [2022-03-13 19:37:31 main:574] : INFO : Epoch 1600 | loss: 0.0310132 | val_loss: 0.031278 | Time: 1978.31 ms [2022-03-13 19:37:33 main:574] : INFO : Epoch 1601 | loss: 0.031018 | val_loss: 0.031302 | Time: 1917.39 ms [2022-03-13 19:37:34 main:574] : INFO : Epoch 1602 | loss: 0.0310203 | val_loss: 0.0312717 | Time: 1930.33 ms [2022-03-13 19:37:36 main:574] : INFO : Epoch 1603 | loss: 0.0310202 | val_loss: 0.0313061 | Time: 1985.22 ms [2022-03-13 19:37:38 main:574] : INFO : Epoch 1604 | loss: 0.0310156 | val_loss: 0.0313014 | Time: 1952.33 ms [2022-03-13 19:37:40 main:574] : INFO : Epoch 1605 | loss: 0.0310194 | val_loss: 0.0312917 | Time: 1927.09 ms [2022-03-13 19:37:42 main:574] : INFO : Epoch 1606 | loss: 0.0310226 | val_loss: 0.0312984 | Time: 1940.56 ms [2022-03-13 19:37:44 main:574] : INFO : Epoch 1607 | loss: 0.0310171 | val_loss: 0.0313141 | Time: 1979.7 ms [2022-03-13 19:37:46 main:574] : INFO : Epoch 1608 | loss: 0.0310165 | val_loss: 0.0313028 | Time: 1983.38 ms [2022-03-13 19:37:48 main:574] : INFO : Epoch 1609 | loss: 0.0310209 | val_loss: 0.0312723 | Time: 1976.96 ms [2022-03-13 19:37:50 main:574] : INFO : Epoch 1610 | loss: 0.0310209 | val_loss: 0.0312905 | Time: 2001.02 ms [2022-03-13 19:37:52 main:574] : INFO : Epoch 1611 | loss: 0.0310214 | val_loss: 0.0312967 | Time: 1945.15 ms [2022-03-13 19:37:54 main:574] : INFO : Epoch 1612 | loss: 0.0310186 | val_loss: 0.0312893 | Time: 1949.05 ms [2022-03-13 19:37:56 main:574] : INFO : Epoch 1613 | loss: 0.0310231 | val_loss: 0.0312894 | Time: 1978.93 ms [2022-03-13 19:37:58 main:574] : INFO : Epoch 1614 | loss: 0.0310113 | val_loss: 0.0312803 | Time: 1967.58 ms [2022-03-13 19:38:00 main:574] : INFO : Epoch 1615 | loss: 0.0310111 | val_loss: 0.0312816 | Time: 1986.93 ms [2022-03-13 19:38:02 main:574] : INFO : Epoch 1616 | loss: 0.0310186 | val_loss: 0.0312939 | Time: 1932.59 ms [2022-03-13 19:38:04 main:574] : INFO : Epoch 1617 | loss: 0.0310199 | val_loss: 0.031283 | Time: 1929.98 ms [2022-03-13 19:38:06 main:574] : INFO : Epoch 1618 | loss: 0.0310184 | val_loss: 0.0312988 | Time: 1986.39 ms [2022-03-13 19:38:08 main:574] : INFO : Epoch 1619 | loss: 0.0310192 | val_loss: 0.0312875 | Time: 2019.18 ms [2022-03-13 19:38:10 main:574] : INFO : Epoch 1620 | loss: 0.0310286 | val_loss: 0.0313017 | Time: 1969.91 ms [2022-03-13 19:38:12 main:574] : INFO : Epoch 1621 | loss: 0.0310182 | val_loss: 0.0312678 | Time: 1935.41 ms [2022-03-13 19:38:14 main:574] : INFO : Epoch 1622 | loss: 0.0310143 | val_loss: 0.0312938 | Time: 1964.91 ms [2022-03-13 19:38:16 main:574] : INFO : Epoch 1623 | loss: 0.0310115 | val_loss: 0.0312975 | Time: 1966.49 ms [2022-03-13 19:38:18 main:574] : INFO : Epoch 1624 | loss: 0.0310102 | val_loss: 0.0312882 | Time: 1987.94 ms [2022-03-13 19:38:20 main:574] : INFO : Epoch 1625 | loss: 0.0310126 | val_loss: 0.0312803 | Time: 1950.95 ms [2022-03-13 19:38:22 main:574] : INFO : Epoch 1626 | loss: 0.0310126 | val_loss: 0.0312994 | Time: 1911.41 ms [2022-03-13 19:38:24 main:574] : INFO : Epoch 1627 | loss: 0.0310103 | val_loss: 0.0312955 | Time: 1974.12 ms [2022-03-13 19:38:26 main:574] : INFO : Epoch 1628 | loss: 0.0310102 | val_loss: 0.0312892 | Time: 1932.88 ms [2022-03-13 19:38:28 main:574] : INFO : Epoch 1629 | loss: 0.0310102 | val_loss: 0.0312905 | Time: 1948.48 ms [2022-03-13 19:38:30 main:574] : INFO : Epoch 1630 | loss: 0.0310129 | val_loss: 0.03129 | Time: 2017.9 ms [2022-03-13 19:38:32 main:574] : INFO : Epoch 1631 | loss: 0.03102 | val_loss: 0.0312883 | Time: 1937.47 ms [2022-03-13 19:38:34 main:574] : INFO : Epoch 1632 | loss: 0.0310149 | val_loss: 0.0312962 | Time: 1951.86 ms [2022-03-13 19:38:36 main:574] : INFO : Epoch 1633 | loss: 0.0310194 | val_loss: 0.0312864 | Time: 1980.72 ms [2022-03-13 19:38:38 main:574] : INFO : Epoch 1634 | loss: 0.0310223 | val_loss: 0.0312952 | Time: 1984.41 ms [2022-03-13 19:38:40 main:574] : INFO : Epoch 1635 | loss: 0.0310094 | val_loss: 0.0312873 | Time: 1990.18 ms [2022-03-13 19:38:42 main:574] : INFO : Epoch 1636 | loss: 0.0310102 | val_loss: 0.031316 | Time: 1963.06 ms [2022-03-13 19:38:44 main:574] : INFO : Epoch 1637 | loss: 0.031018 | val_loss: 0.0312662 | Time: 1907.91 ms [2022-03-13 19:38:46 main:574] : INFO : Epoch 1638 | loss: 0.031021 | val_loss: 0.0313119 | Time: 2000 ms [2022-03-13 19:38:48 main:574] : INFO : Epoch 1639 | loss: 0.031013 | val_loss: 0.0312926 | Time: 2002.97 ms [2022-03-13 19:38:50 main:574] : INFO : Epoch 1640 | loss: 0.0310097 | val_loss: 0.0312854 | Time: 1965.11 ms [2022-03-13 19:38:52 main:574] : INFO : Epoch 1641 | loss: 0.0310128 | val_loss: 0.0312895 | Time: 1978.46 ms [2022-03-13 19:38:54 main:574] : INFO : Epoch 1642 | loss: 0.0310242 | val_loss: 0.031312 | Time: 1998.21 ms [2022-03-13 19:38:56 main:574] : INFO : Epoch 1643 | loss: 0.0310346 | val_loss: 0.0312988 | Time: 1956.37 ms [2022-03-13 19:38:58 main:574] : INFO : Epoch 1644 | loss: 0.0310207 | val_loss: 0.0312892 | Time: 2051.21 ms [2022-03-13 19:39:00 main:574] : INFO : Epoch 1645 | loss: 0.0310439 | val_loss: 0.0312551 | Time: 1960.4 ms [2022-03-13 19:39:01 main:574] : INFO : Epoch 1646 | loss: 0.0310326 | val_loss: 0.0313044 | Time: 1941.59 ms [2022-03-13 19:39:03 main:574] : INFO : Epoch 1647 | loss: 0.0310191 | val_loss: 0.0312857 | Time: 1951.31 ms [2022-03-13 19:39:05 main:574] : INFO : Epoch 1648 | loss: 0.0310081 | val_loss: 0.0313152 | Time: 1958.18 ms [2022-03-13 19:39:07 main:574] : INFO : Epoch 1649 | loss: 0.0310159 | val_loss: 0.0313123 | Time: 1958.15 ms [2022-03-13 19:39:09 main:574] : INFO : Epoch 1650 | loss: 0.0310201 | val_loss: 0.0312889 | Time: 2028.99 ms [2022-03-13 19:39:11 main:574] : INFO : Epoch 1651 | loss: 0.0310192 | val_loss: 0.0313333 | Time: 1985.43 ms [2022-03-13 19:39:13 main:574] : INFO : Epoch 1652 | loss: 0.0310168 | val_loss: 0.0313086 | Time: 1999.92 ms [2022-03-13 19:39:15 main:574] : INFO : Epoch 1653 | loss: 0.03101 | val_loss: 0.0313004 | Time: 2006.09 ms [2022-03-13 19:39:17 main:574] : INFO : Epoch 1654 | loss: 0.0310127 | val_loss: 0.0312858 | Time: 1984.88 ms [2022-03-13 19:39:19 main:574] : INFO : Epoch 1655 | loss: 0.0310094 | val_loss: 0.0312943 | Time: 1996.11 ms [2022-03-13 19:39:21 main:574] : INFO : Epoch 1656 | loss: 0.0310134 | val_loss: 0.0313029 | Time: 1953.93 ms [2022-03-13 19:39:23 main:574] : INFO : Epoch 1657 | loss: 0.031017 | val_loss: 0.0312965 | Time: 1933.6 ms [2022-03-13 19:39:25 main:574] : INFO : Epoch 1658 | loss: 0.0310191 | val_loss: 0.0312888 | Time: 1973.93 ms [2022-03-13 19:39:27 main:574] : INFO : Epoch 1659 | loss: 0.0310199 | val_loss: 0.0312687 | Time: 2005.18 ms [2022-03-13 19:39:29 main:574] : INFO : Epoch 1660 | loss: 0.0310317 | val_loss: 0.0312936 | Time: 2021.8 ms [2022-03-13 19:39:31 main:574] : INFO : Epoch 1661 | loss: 0.0310173 | val_loss: 0.0312748 | Time: 1998.49 ms [2022-03-13 19:39:33 main:574] : INFO : Epoch 1662 | loss: 0.0310131 | val_loss: 0.0313043 | Time: 1963.94 ms [2022-03-13 19:39:35 main:574] : INFO : Epoch 1663 | loss: 0.0310178 | val_loss: 0.0312928 | Time: 2003.58 ms [2022-03-13 19:39:37 main:574] : INFO : Epoch 1664 | loss: 0.0310119 | val_loss: 0.0312901 | Time: 1983.39 ms [2022-03-13 19:39:39 main:574] : INFO : Epoch 1665 | loss: 0.0310125 | val_loss: 0.0312769 | Time: 1943.38 ms [2022-03-13 19:39:41 main:574] : INFO : Epoch 1666 | loss: 0.0310133 | val_loss: 0.031311 | Time: 1955.03 ms [2022-03-13 19:39:43 main:574] : INFO : Epoch 1667 | loss: 0.0310281 | val_loss: 0.0312732 | Time: 2037.22 ms [2022-03-13 19:39:45 main:574] : INFO : Epoch 1668 | loss: 0.0310255 | val_loss: 0.0313014 | Time: 1970.23 ms [2022-03-13 19:39:47 main:574] : INFO : Epoch 1669 | loss: 0.0310309 | val_loss: 0.0312918 | Time: 2015.75 ms [2022-03-13 19:39:49 main:574] : INFO : Epoch 1670 | loss: 0.0310224 | val_loss: 0.0312891 | Time: 1967.7 ms [2022-03-13 19:39:51 main:574] : INFO : Epoch 1671 | loss: 0.0310112 | val_loss: 0.031286 | Time: 2020.08 ms [2022-03-13 19:39:53 main:574] : INFO : Epoch 1672 | loss: 0.0310157 | val_loss: 0.0313108 | Time: 1954.38 ms [2022-03-13 19:39:55 main:574] : INFO : Epoch 1673 | loss: 0.0310149 | val_loss: 0.0312802 | Time: 1968.53 ms [2022-03-13 19:39:57 main:574] : INFO : Epoch 1674 | loss: 0.0310136 | val_loss: 0.0312848 | Time: 1963.34 ms [2022-03-13 19:39:59 main:574] : INFO : Epoch 1675 | loss: 0.0310148 | val_loss: 0.0313 | Time: 1935.6 ms [2022-03-13 19:40:01 main:574] : INFO : Epoch 1676 | loss: 0.0310147 | val_loss: 0.0313116 | Time: 1956.84 ms [2022-03-13 19:40:03 main:574] : INFO : Epoch 1677 | loss: 0.0310182 | val_loss: 0.0313105 | Time: 1965.63 ms [2022-03-13 19:40:05 main:574] : INFO : Epoch 1678 | loss: 0.0310177 | val_loss: 0.0312899 | Time: 1939.74 ms [2022-03-13 19:40:07 main:574] : INFO : Epoch 1679 | loss: 0.0310167 | val_loss: 0.031285 | Time: 1907.42 ms [2022-03-13 19:40:09 main:574] : INFO : Epoch 1680 | loss: 0.0310163 | val_loss: 0.0313012 | Time: 1987.73 ms [2022-03-13 19:40:11 main:574] : INFO : Epoch 1681 | loss: 0.0310096 | val_loss: 0.0312755 | Time: 2034.69 ms [2022-03-13 19:40:13 main:574] : INFO : Epoch 1682 | loss: 0.0310138 | val_loss: 0.0312843 | Time: 1938.29 ms [2022-03-13 19:40:15 main:574] : INFO : Epoch 1683 | loss: 0.0310119 | val_loss: 0.0313018 | Time: 1992.07 ms [2022-03-13 19:40:17 main:574] : INFO : Epoch 1684 | loss: 0.0310102 | val_loss: 0.0312716 | Time: 2002.61 ms [2022-03-13 19:40:19 main:574] : INFO : Epoch 1685 | loss: 0.0310164 | val_loss: 0.0313172 | Time: 1983.43 ms [2022-03-13 19:40:21 main:574] : INFO : Epoch 1686 | loss: 0.0310145 | val_loss: 0.0312856 | Time: 1962.18 ms [2022-03-13 19:40:23 main:574] : INFO : Epoch 1687 | loss: 0.0310229 | val_loss: 0.0312905 | Time: 1953.18 ms [2022-03-13 19:40:25 main:574] : INFO : Epoch 1688 | loss: 0.0310175 | val_loss: 0.0312778 | Time: 1915.89 ms [2022-03-13 19:40:27 main:574] : INFO : Epoch 1689 | loss: 0.0310177 | val_loss: 0.0313021 | Time: 1956.4 ms [2022-03-13 19:40:29 main:574] : INFO : Epoch 1690 | loss: 0.0310213 | val_loss: 0.0312823 | Time: 2007.04 ms [2022-03-13 19:40:31 main:574] : INFO : Epoch 1691 | loss: 0.0310246 | val_loss: 0.0312546 | Time: 1954.27 ms [2022-03-13 19:40:33 main:574] : INFO : Epoch 1692 | loss: 0.0310279 | val_loss: 0.0312889 | Time: 2017.7 ms [2022-03-13 19:40:35 main:574] : INFO : Epoch 1693 | loss: 0.0310191 | val_loss: 0.031299 | Time: 1981.26 ms [2022-03-13 19:40:37 main:574] : INFO : Epoch 1694 | loss: 0.0310151 | val_loss: 0.0312843 | Time: 1953.33 ms [2022-03-13 19:40:39 main:574] : INFO : Epoch 1695 | loss: 0.0310184 | val_loss: 0.0312913 | Time: 1914.56 ms [2022-03-13 19:40:41 main:574] : INFO : Epoch 1696 | loss: 0.0310095 | val_loss: 0.0312871 | Time: 2016.22 ms [2022-03-13 19:40:43 main:574] : INFO : Epoch 1697 | loss: 0.0310105 | val_loss: 0.0312912 | Time: 1926.93 ms [2022-03-13 19:40:45 main:574] : INFO : Epoch 1698 | loss: 0.0310132 | val_loss: 0.0313035 | Time: 1887.18 ms [2022-03-13 19:40:47 main:574] : INFO : Epoch 1699 | loss: 0.0310178 | val_loss: 0.0312972 | Time: 1959.1 ms [2022-03-13 19:40:49 main:574] : INFO : Epoch 1700 | loss: 0.0310149 | val_loss: 0.0313096 | Time: 2000.73 ms [2022-03-13 19:40:51 main:574] : INFO : Epoch 1701 | loss: 0.0310341 | val_loss: 0.031261 | Time: 1967.02 ms [2022-03-13 19:40:53 main:574] : INFO : Epoch 1702 | loss: 0.0310454 | val_loss: 0.031272 | Time: 2043.71 ms [2022-03-13 19:40:55 main:574] : INFO : Epoch 1703 | loss: 0.0310266 | val_loss: 0.0312688 | Time: 1946.24 ms [2022-03-13 19:40:57 main:574] : INFO : Epoch 1704 | loss: 0.0310195 | val_loss: 0.0312758 | Time: 1980.78 ms [2022-03-13 19:40:58 main:574] : INFO : Epoch 1705 | loss: 0.0310122 | val_loss: 0.0312907 | Time: 1939.78 ms [2022-03-13 19:41:01 main:574] : INFO : Epoch 1706 | loss: 0.0310152 | val_loss: 0.0312713 | Time: 2022.28 ms [2022-03-13 19:41:03 main:574] : INFO : Epoch 1707 | loss: 0.0310158 | val_loss: 0.0312977 | Time: 1986.34 ms [2022-03-13 19:41:05 main:574] : INFO : Epoch 1708 | loss: 0.0310158 | val_loss: 0.0312702 | Time: 2040.96 ms [2022-03-13 19:41:07 main:574] : INFO : Epoch 1709 | loss: 0.0310169 | val_loss: 0.0312996 | Time: 1951.87 ms [2022-03-13 19:41:08 main:574] : INFO : Epoch 1710 | loss: 0.0310183 | val_loss: 0.0312907 | Time: 1916.37 ms [2022-03-13 19:41:10 main:574] : INFO : Epoch 1711 | loss: 0.0310171 | val_loss: 0.0313261 | Time: 1942.3 ms [2022-03-13 19:41:12 main:574] : INFO : Epoch 1712 | loss: 0.0310206 | val_loss: 0.0313283 | Time: 1942.34 ms [2022-03-13 19:41:14 main:574] : INFO : Epoch 1713 | loss: 0.0312591 | val_loss: 0.0316562 | Time: 1908.75 ms [2022-03-13 19:41:16 main:574] : INFO : Epoch 1714 | loss: 0.0344182 | val_loss: 0.0321239 | Time: 1988.26 ms [2022-03-13 19:41:18 main:574] : INFO : Epoch 1715 | loss: 0.0571154 | val_loss: 0.0603226 | Time: 1985.32 ms [2022-03-13 19:41:20 main:574] : INFO : Epoch 1716 | loss: 0.0735281 | val_loss: 0.0358259 | Time: 2019.69 ms [2022-03-13 19:41:22 main:574] : INFO : Epoch 1717 | loss: 0.0325072 | val_loss: 0.0316944 | Time: 1934.81 ms [2022-03-13 19:41:24 main:574] : INFO : Epoch 1718 | loss: 0.0315015 | val_loss: 0.031405 | Time: 1904.25 ms [2022-03-13 19:41:26 main:574] : INFO : Epoch 1719 | loss: 0.0313658 | val_loss: 0.0313236 | Time: 1957.44 ms [2022-03-13 19:41:28 main:574] : INFO : Epoch 1720 | loss: 0.0313032 | val_loss: 0.0312881 | Time: 1976.42 ms [2022-03-13 19:41:30 main:574] : INFO : Epoch 1721 | loss: 0.0312825 | val_loss: 0.0312818 | Time: 1966.16 ms [2022-03-13 19:41:32 main:574] : INFO : Epoch 1722 | loss: 0.0312752 | val_loss: 0.0312739 | Time: 1991.88 ms [2022-03-13 19:41:34 main:574] : INFO : Epoch 1723 | loss: 0.0312712 | val_loss: 0.0312706 | Time: 1979.18 ms [2022-03-13 19:41:36 main:574] : INFO : Epoch 1724 | loss: 0.0312685 | val_loss: 0.0312678 | Time: 2027.81 ms [2022-03-13 19:41:38 main:574] : INFO : Epoch 1725 | loss: 0.031266 | val_loss: 0.0312659 | Time: 2158.44 ms [2022-03-13 19:41:40 main:574] : INFO : Epoch 1726 | loss: 0.0312643 | val_loss: 0.0312644 | Time: 1966.76 ms [2022-03-13 19:41:42 main:574] : INFO : Epoch 1727 | loss: 0.0312633 | val_loss: 0.0312663 | Time: 1981.98 ms [2022-03-13 19:41:44 main:574] : INFO : Epoch 1728 | loss: 0.031263 | val_loss: 0.0312614 | Time: 1957.23 ms [2022-03-13 19:41:46 main:574] : INFO : Epoch 1729 | loss: 0.0312607 | val_loss: 0.0312601 | Time: 1970.06 ms [2022-03-13 19:41:48 main:574] : INFO : Epoch 1730 | loss: 0.0312594 | val_loss: 0.0312594 | Time: 2027.99 ms [2022-03-13 19:41:50 main:574] : INFO : Epoch 1731 | loss: 0.0312589 | val_loss: 0.031259 | Time: 1961.06 ms [2022-03-13 19:41:52 main:574] : INFO : Epoch 1732 | loss: 0.0312588 | val_loss: 0.0312581 | Time: 1946.3 ms [2022-03-13 19:41:54 main:574] : INFO : Epoch 1733 | loss: 0.031258 | val_loss: 0.031258 | Time: 1977.59 ms [2022-03-13 19:41:56 main:574] : INFO : Epoch 1734 | loss: 0.0312577 | val_loss: 0.0312583 | Time: 1973.29 ms [2022-03-13 19:41:58 main:574] : INFO : Epoch 1735 | loss: 0.0312566 | val_loss: 0.0312565 | Time: 1930.03 ms [2022-03-13 19:42:00 main:574] : INFO : Epoch 1736 | loss: 0.0312564 | val_loss: 0.0312569 | Time: 2002.33 ms [2022-03-13 19:42:02 main:574] : INFO : Epoch 1737 | loss: 0.0312567 | val_loss: 0.031256 | Time: 1995.4 ms [2022-03-13 19:42:04 main:574] : INFO : Epoch 1738 | loss: 0.0312555 | val_loss: 0.0312564 | Time: 1987.32 ms [2022-03-13 19:42:06 main:574] : INFO : Epoch 1739 | loss: 0.0312556 | val_loss: 0.0312568 | Time: 1954.56 ms [2022-03-13 19:42:08 main:574] : INFO : Epoch 1740 | loss: 0.0312559 | val_loss: 0.0312549 | Time: 1975.35 ms [2022-03-13 19:42:10 main:574] : INFO : Epoch 1741 | loss: 0.0312553 | val_loss: 0.0312551 | Time: 1985.64 ms [2022-03-13 19:42:12 main:574] : INFO : Epoch 1742 | loss: 0.0312554 | val_loss: 0.0312565 | Time: 1935.73 ms [2022-03-13 19:42:14 main:574] : INFO : Epoch 1743 | loss: 0.0312544 | val_loss: 0.0312541 | Time: 2017.16 ms [2022-03-13 19:42:16 main:574] : INFO : Epoch 1744 | loss: 0.0312542 | val_loss: 0.0312544 | Time: 2008.53 ms [2022-03-13 19:42:18 main:574] : INFO : Epoch 1745 | loss: 0.0312542 | val_loss: 0.0312537 | Time: 1936.27 ms [2022-03-13 19:42:20 main:574] : INFO : Epoch 1746 | loss: 0.031254 | val_loss: 0.031255 | Time: 2020.78 ms [2022-03-13 19:42:22 main:574] : INFO : Epoch 1747 | loss: 0.031254 | val_loss: 0.0312541 | Time: 1976.04 ms [2022-03-13 19:42:24 main:574] : INFO : Epoch 1748 | loss: 0.0312537 | val_loss: 0.031253 | Time: 1995.54 ms [2022-03-13 19:42:26 main:574] : INFO : Epoch 1749 | loss: 0.031253 | val_loss: 0.0312536 | Time: 1964.36 ms [2022-03-13 19:42:28 main:574] : INFO : Epoch 1750 | loss: 0.0312537 | val_loss: 0.0312527 | Time: 1977.07 ms [2022-03-13 19:42:30 main:574] : INFO : Epoch 1751 | loss: 0.0312531 | val_loss: 0.0312521 | Time: 1938.27 ms [2022-03-13 19:42:32 main:574] : INFO : Epoch 1752 | loss: 0.031253 | val_loss: 0.0312526 | Time: 2000.04 ms [2022-03-13 19:42:34 main:574] : INFO : Epoch 1753 | loss: 0.0312531 | val_loss: 0.0312531 | Time: 1965.56 ms [2022-03-13 19:42:36 main:574] : INFO : Epoch 1754 | loss: 0.0312528 | val_loss: 0.031253 | Time: 1923.7 ms [2022-03-13 19:42:38 main:574] : INFO : Epoch 1755 | loss: 0.0312542 | val_loss: 0.0312548 | Time: 1987.3 ms [2022-03-13 19:42:40 main:574] : INFO : Epoch 1756 | loss: 0.0312536 | val_loss: 0.0312523 | Time: 2005.14 ms [2022-03-13 19:42:42 main:574] : INFO : Epoch 1757 | loss: 0.0312525 | val_loss: 0.0312526 | Time: 1972.18 ms [2022-03-13 19:42:44 main:574] : INFO : Epoch 1758 | loss: 0.0312536 | val_loss: 0.0312521 | Time: 2032.22 ms [2022-03-13 19:42:46 main:574] : INFO : Epoch 1759 | loss: 0.0312521 | val_loss: 0.0312528 | Time: 1991.56 ms [2022-03-13 19:42:48 main:574] : INFO : Epoch 1760 | loss: 0.0312524 | val_loss: 0.0312534 | Time: 1919.36 ms [2022-03-13 19:42:50 main:574] : INFO : Epoch 1761 | loss: 0.0312533 | val_loss: 0.0312516 | Time: 1982.73 ms [2022-03-13 19:42:52 main:574] : INFO : Epoch 1762 | loss: 0.0312525 | val_loss: 0.0312515 | Time: 1986.78 ms [2022-03-13 19:42:54 main:574] : INFO : Epoch 1763 | loss: 0.0312521 | val_loss: 0.0312511 | Time: 1996.64 ms [2022-03-13 19:42:56 main:574] : INFO : Epoch 1764 | loss: 0.0312526 | val_loss: 0.0312526 | Time: 1997.12 ms [2022-03-13 19:42:58 main:574] : INFO : Epoch 1765 | loss: 0.0312526 | val_loss: 0.0312523 | Time: 1950.27 ms [2022-03-13 19:43:00 main:574] : INFO : Epoch 1766 | loss: 0.0312521 | val_loss: 0.0312511 | Time: 1963.06 ms [2022-03-13 19:43:02 main:574] : INFO : Epoch 1767 | loss: 0.0312522 | val_loss: 0.0312516 | Time: 1979.5 ms [2022-03-13 19:43:04 main:574] : INFO : Epoch 1768 | loss: 0.0312519 | val_loss: 0.0312516 | Time: 1937.68 ms [2022-03-13 19:43:06 main:574] : INFO : Epoch 1769 | loss: 0.0312516 | val_loss: 0.0312531 | Time: 1971.12 ms [2022-03-13 19:43:08 main:574] : INFO : Epoch 1770 | loss: 0.031252 | val_loss: 0.0312513 | Time: 1943.22 ms [2022-03-13 19:43:09 main:574] : INFO : Epoch 1771 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 1922.85 ms [2022-03-13 19:43:11 main:574] : INFO : Epoch 1772 | loss: 0.0312514 | val_loss: 0.031253 | Time: 1957 ms [2022-03-13 19:43:13 main:574] : INFO : Epoch 1773 | loss: 0.0312532 | val_loss: 0.0312537 | Time: 2005.28 ms [2022-03-13 19:43:15 main:574] : INFO : Epoch 1774 | loss: 0.0312525 | val_loss: 0.0312504 | Time: 1912.79 ms [2022-03-13 19:43:17 main:574] : INFO : Epoch 1775 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 1980.03 ms [2022-03-13 19:43:19 main:574] : INFO : Epoch 1776 | loss: 0.0312516 | val_loss: 0.0312503 | Time: 1879.49 ms [2022-03-13 19:43:21 main:574] : INFO : Epoch 1777 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1987.21 ms [2022-03-13 19:43:23 main:574] : INFO : Epoch 1778 | loss: 0.0312519 | val_loss: 0.0312505 | Time: 1955.16 ms [2022-03-13 19:43:25 main:574] : INFO : Epoch 1779 | loss: 0.031251 | val_loss: 0.0312511 | Time: 1925.2 ms [2022-03-13 19:43:27 main:574] : INFO : Epoch 1780 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 2028.66 ms [2022-03-13 19:43:29 main:574] : INFO : Epoch 1781 | loss: 0.0312526 | val_loss: 0.0312538 | Time: 1958.66 ms [2022-03-13 19:43:31 main:574] : INFO : Epoch 1782 | loss: 0.0312522 | val_loss: 0.031251 | Time: 1983.39 ms [2022-03-13 19:43:33 main:574] : INFO : Epoch 1783 | loss: 0.0312524 | val_loss: 0.0312538 | Time: 1959.46 ms [2022-03-13 19:43:35 main:574] : INFO : Epoch 1784 | loss: 0.0312518 | val_loss: 0.0312512 | Time: 1999.75 ms [2022-03-13 19:43:37 main:574] : INFO : Epoch 1785 | loss: 0.0312535 | val_loss: 0.0312535 | Time: 1969.52 ms [2022-03-13 19:43:39 main:574] : INFO : Epoch 1786 | loss: 0.0312541 | val_loss: 0.0312513 | Time: 1975.93 ms [2022-03-13 19:43:41 main:574] : INFO : Epoch 1787 | loss: 0.0312516 | val_loss: 0.0312506 | Time: 1966.7 ms [2022-03-13 19:43:43 main:574] : INFO : Epoch 1788 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1926.01 ms [2022-03-13 19:43:45 main:574] : INFO : Epoch 1789 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 1985.77 ms [2022-03-13 19:43:47 main:574] : INFO : Epoch 1790 | loss: 0.0312515 | val_loss: 0.0312534 | Time: 2100.5 ms [2022-03-13 19:43:49 main:574] : INFO : Epoch 1791 | loss: 0.0312537 | val_loss: 0.0312544 | Time: 1952.3 ms [2022-03-13 19:43:51 main:574] : INFO : Epoch 1792 | loss: 0.0312523 | val_loss: 0.031251 | Time: 1943.54 ms [2022-03-13 19:43:53 main:574] : INFO : Epoch 1793 | loss: 0.0312512 | val_loss: 0.0312499 | Time: 1940.19 ms [2022-03-13 19:43:55 main:574] : INFO : Epoch 1794 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1994.77 ms [2022-03-13 19:43:57 main:574] : INFO : Epoch 1795 | loss: 0.0312518 | val_loss: 0.0312538 | Time: 2031.25 ms [2022-03-13 19:43:59 main:574] : INFO : Epoch 1796 | loss: 0.0312519 | val_loss: 0.0312515 | Time: 1945.4 ms [2022-03-13 19:44:01 main:574] : INFO : Epoch 1797 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1930.78 ms [2022-03-13 19:44:03 main:574] : INFO : Epoch 1798 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1975.63 ms [2022-03-13 19:44:05 main:574] : INFO : Epoch 1799 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1940.94 ms [2022-03-13 19:44:07 main:574] : INFO : Epoch 1800 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1978.88 ms [2022-03-13 19:44:09 main:574] : INFO : Epoch 1801 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 1990.95 ms [2022-03-13 19:44:11 main:574] : INFO : Epoch 1802 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 1974.34 ms [2022-03-13 19:44:13 main:574] : INFO : Epoch 1803 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1947.75 ms [2022-03-13 19:44:15 main:574] : INFO : Epoch 1804 | loss: 0.0312515 | val_loss: 0.0312505 | Time: 1936.86 ms [2022-03-13 19:44:17 main:574] : INFO : Epoch 1805 | loss: 0.0312516 | val_loss: 0.0312496 | Time: 1976.87 ms [2022-03-13 19:44:19 main:574] : INFO : Epoch 1806 | loss: 0.0312509 | val_loss: 0.0312497 | Time: 1942.81 ms [2022-03-13 19:44:21 main:574] : INFO : Epoch 1807 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1959.95 ms [2022-03-13 19:44:23 main:574] : INFO : Epoch 1808 | loss: 0.031251 | val_loss: 0.0312502 | Time: 1943.23 ms [2022-03-13 19:44:25 main:574] : INFO : Epoch 1809 | loss: 0.0312524 | val_loss: 0.0312526 | Time: 1985.73 ms [2022-03-13 19:44:27 main:574] : INFO : Epoch 1810 | loss: 0.0312513 | val_loss: 0.0312494 | Time: 1962.39 ms [2022-03-13 19:44:29 main:574] : INFO : Epoch 1811 | loss: 0.0312516 | val_loss: 0.0312501 | Time: 1984 ms [2022-03-13 19:44:31 main:574] : INFO : Epoch 1812 | loss: 0.031251 | val_loss: 0.0312521 | Time: 1979.35 ms [2022-03-13 19:44:33 main:574] : INFO : Epoch 1813 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2003.56 ms [2022-03-13 19:44:35 main:574] : INFO : Epoch 1814 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 1914.79 ms [2022-03-13 19:44:36 main:574] : INFO : Epoch 1815 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 1961.73 ms [2022-03-13 19:44:39 main:574] : INFO : Epoch 1816 | loss: 0.0312505 | val_loss: 0.0312492 | Time: 2016.19 ms [2022-03-13 19:44:41 main:574] : INFO : Epoch 1817 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 2000.33 ms [2022-03-13 19:44:43 main:574] : INFO : Epoch 1818 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2028.96 ms [2022-03-13 19:44:45 main:574] : INFO : Epoch 1819 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2015.54 ms [2022-03-13 19:44:47 main:574] : INFO : Epoch 1820 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 1985.4 ms [2022-03-13 19:44:49 main:574] : INFO : Epoch 1821 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2088.28 ms [2022-03-13 19:44:51 main:574] : INFO : Epoch 1822 | loss: 0.0312505 | val_loss: 0.0312531 | Time: 1969.1 ms [2022-03-13 19:44:53 main:574] : INFO : Epoch 1823 | loss: 0.0312515 | val_loss: 0.0312482 | Time: 1941.3 ms [2022-03-13 19:44:55 main:574] : INFO : Epoch 1824 | loss: 0.0312514 | val_loss: 0.0312482 | Time: 2085.37 ms [2022-03-13 19:44:57 main:574] : INFO : Epoch 1825 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 1942.66 ms [2022-03-13 19:44:59 main:574] : INFO : Epoch 1826 | loss: 0.031251 | val_loss: 0.0312497 | Time: 1957.49 ms [2022-03-13 19:45:01 main:574] : INFO : Epoch 1827 | loss: 0.0312565 | val_loss: 0.0312564 | Time: 1989.18 ms [2022-03-13 19:45:03 main:574] : INFO : Epoch 1828 | loss: 0.0312512 | val_loss: 0.0312484 | Time: 1960.39 ms [2022-03-13 19:45:05 main:574] : INFO : Epoch 1829 | loss: 0.0312496 | val_loss: 0.0312486 | Time: 1961.9 ms [2022-03-13 19:45:07 main:574] : INFO : Epoch 1830 | loss: 0.0312509 | val_loss: 0.0312496 | Time: 2000.87 ms [2022-03-13 19:45:09 main:574] : INFO : Epoch 1831 | loss: 0.0312506 | val_loss: 0.0312489 | Time: 1986.79 ms [2022-03-13 19:45:11 main:574] : INFO : Epoch 1832 | loss: 0.0312498 | val_loss: 0.0312479 | Time: 1962.12 ms [2022-03-13 19:45:12 main:574] : INFO : Epoch 1833 | loss: 0.0312493 | val_loss: 0.0312478 | Time: 1944.43 ms [2022-03-13 19:45:14 main:574] : INFO : Epoch 1834 | loss: 0.0312491 | val_loss: 0.0312477 | Time: 1938.77 ms [2022-03-13 19:45:16 main:574] : INFO : Epoch 1835 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 1994.69 ms [2022-03-13 19:45:18 main:574] : INFO : Epoch 1836 | loss: 0.0312525 | val_loss: 0.0312493 | Time: 1967.87 ms [2022-03-13 19:45:20 main:574] : INFO : Epoch 1837 | loss: 0.0312509 | val_loss: 0.0312489 | Time: 1986.06 ms [2022-03-13 19:45:22 main:574] : INFO : Epoch 1838 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1951.24 ms [2022-03-13 19:45:25 main:574] : INFO : Epoch 1839 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 2106.93 ms [2022-03-13 19:45:27 main:574] : INFO : Epoch 1840 | loss: 0.03125 | val_loss: 0.0312472 | Time: 2103.54 ms [2022-03-13 19:45:29 main:574] : INFO : Epoch 1841 | loss: 0.0312508 | val_loss: 0.0312541 | Time: 2021.89 ms [2022-03-13 19:45:31 main:574] : INFO : Epoch 1842 | loss: 0.0312505 | val_loss: 0.0312472 | Time: 1962.38 ms [2022-03-13 19:45:33 main:574] : INFO : Epoch 1843 | loss: 0.0312503 | val_loss: 0.0312491 | Time: 1975.76 ms [2022-03-13 19:45:35 main:574] : INFO : Epoch 1844 | loss: 0.0312505 | val_loss: 0.031249 | Time: 1984.16 ms [2022-03-13 19:45:37 main:574] : INFO : Epoch 1845 | loss: 0.0312525 | val_loss: 0.0312545 | Time: 1887.9 ms [2022-03-13 19:45:38 main:574] : INFO : Epoch 1846 | loss: 0.0312515 | val_loss: 0.0312472 | Time: 1972.45 ms [2022-03-13 19:45:40 main:574] : INFO : Epoch 1847 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 1969.15 ms [2022-03-13 19:45:42 main:574] : INFO : Epoch 1848 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 1950.59 ms [2022-03-13 19:45:44 main:574] : INFO : Epoch 1849 | loss: 0.0312498 | val_loss: 0.0312471 | Time: 1938.46 ms [2022-03-13 19:45:46 main:574] : INFO : Epoch 1850 | loss: 0.0312486 | val_loss: 0.031247 | Time: 1936.24 ms [2022-03-13 19:45:48 main:574] : INFO : Epoch 1851 | loss: 0.0312492 | val_loss: 0.0312475 | Time: 1951.21 ms [2022-03-13 19:45:50 main:574] : INFO : Epoch 1852 | loss: 0.0312485 | val_loss: 0.0312478 | Time: 2107.18 ms [2022-03-13 19:45:52 main:574] : INFO : Epoch 1853 | loss: 0.0312488 | val_loss: 0.0312474 | Time: 1960.35 ms [2022-03-13 19:45:54 main:574] : INFO : Epoch 1854 | loss: 0.0312515 | val_loss: 0.0312485 | Time: 1972.07 ms [2022-03-13 19:45:56 main:574] : INFO : Epoch 1855 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 1978.05 ms [2022-03-13 19:45:58 main:574] : INFO : Epoch 1856 | loss: 0.0312512 | val_loss: 0.031252 | Time: 1956.85 ms [2022-03-13 19:46:00 main:574] : INFO : Epoch 1857 | loss: 0.0312486 | val_loss: 0.0312478 | Time: 1935.14 ms [2022-03-13 19:46:02 main:574] : INFO : Epoch 1858 | loss: 0.0312474 | val_loss: 0.0312456 | Time: 1950.98 ms [2022-03-13 19:46:04 main:574] : INFO : Epoch 1859 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 1919.49 ms [2022-03-13 19:46:06 main:574] : INFO : Epoch 1860 | loss: 0.0312479 | val_loss: 0.0312461 | Time: 2022.62 ms [2022-03-13 19:46:08 main:574] : INFO : Epoch 1861 | loss: 0.0312492 | val_loss: 0.0312476 | Time: 2024.94 ms [2022-03-13 19:46:10 main:574] : INFO : Epoch 1862 | loss: 0.0312473 | val_loss: 0.0312449 | Time: 1917.84 ms [2022-03-13 19:46:12 main:574] : INFO : Epoch 1863 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 2028.7 ms [2022-03-13 19:46:14 main:574] : INFO : Epoch 1864 | loss: 0.031246 | val_loss: 0.0312443 | Time: 1977.42 ms [2022-03-13 19:46:16 main:574] : INFO : Epoch 1865 | loss: 0.0312459 | val_loss: 0.031244 | Time: 1970.98 ms [2022-03-13 19:46:18 main:574] : INFO : Epoch 1866 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 1933.29 ms [2022-03-13 19:46:20 main:574] : INFO : Epoch 1867 | loss: 0.031246 | val_loss: 0.0312496 | Time: 1977.7 ms [2022-03-13 19:46:22 main:574] : INFO : Epoch 1868 | loss: 0.0312465 | val_loss: 0.0312458 | Time: 2009.31 ms [2022-03-13 19:46:24 main:574] : INFO : Epoch 1869 | loss: 0.031245 | val_loss: 0.0312439 | Time: 1922.05 ms [2022-03-13 19:46:26 main:574] : INFO : Epoch 1870 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 1954.82 ms [2022-03-13 19:46:28 main:574] : INFO : Epoch 1871 | loss: 0.0312453 | val_loss: 0.0312481 | Time: 1893.73 ms [2022-03-13 19:46:30 main:574] : INFO : Epoch 1872 | loss: 0.0312457 | val_loss: 0.0312427 | Time: 1938.58 ms [2022-03-13 19:46:32 main:574] : INFO : Epoch 1873 | loss: 0.0312462 | val_loss: 0.0312513 | Time: 1924.16 ms [2022-03-13 19:46:34 main:574] : INFO : Epoch 1874 | loss: 0.0312475 | val_loss: 0.031245 | Time: 1945.49 ms [2022-03-13 19:46:36 main:574] : INFO : Epoch 1875 | loss: 0.0312441 | val_loss: 0.0312435 | Time: 1977.7 ms [2022-03-13 19:46:38 main:574] : INFO : Epoch 1876 | loss: 0.0312433 | val_loss: 0.0312408 | Time: 1957.47 ms [2022-03-13 19:46:40 main:574] : INFO : Epoch 1877 | loss: 0.0312436 | val_loss: 0.0312444 | Time: 1931.68 ms [2022-03-13 19:46:42 main:574] : INFO : Epoch 1878 | loss: 0.0312439 | val_loss: 0.0312428 | Time: 1949.82 ms [2022-03-13 19:46:44 main:574] : INFO : Epoch 1879 | loss: 0.0312435 | val_loss: 0.0312401 | Time: 2010.65 ms [2022-03-13 19:46:46 main:574] : INFO : Epoch 1880 | loss: 0.0312424 | val_loss: 0.0312394 | Time: 1970.95 ms [2022-03-13 19:46:48 main:574] : INFO : Epoch 1881 | loss: 0.0312412 | val_loss: 0.0312386 | Time: 1968.02 ms [2022-03-13 19:46:49 main:574] : INFO : Epoch 1882 | loss: 0.03124 | val_loss: 0.0312394 | Time: 1934.01 ms [2022-03-13 19:46:51 main:574] : INFO : Epoch 1883 | loss: 0.0312408 | val_loss: 0.0312367 | Time: 1987.77 ms [2022-03-13 19:46:53 main:574] : INFO : Epoch 1884 | loss: 0.0312411 | val_loss: 0.031246 | Time: 1979.63 ms [2022-03-13 19:46:55 main:574] : INFO : Epoch 1885 | loss: 0.0312411 | val_loss: 0.0312367 | Time: 2005.51 ms [2022-03-13 19:46:57 main:574] : INFO : Epoch 1886 | loss: 0.0312402 | val_loss: 0.0312363 | Time: 1963.97 ms [2022-03-13 19:46:59 main:574] : INFO : Epoch 1887 | loss: 0.0312367 | val_loss: 0.0312346 | Time: 1977.58 ms [2022-03-13 19:47:01 main:574] : INFO : Epoch 1888 | loss: 0.0312351 | val_loss: 0.0312334 | Time: 1989.37 ms [2022-03-13 19:47:03 main:574] : INFO : Epoch 1889 | loss: 0.0312346 | val_loss: 0.0312318 | Time: 1978.16 ms [2022-03-13 19:47:05 main:574] : INFO : Epoch 1890 | loss: 0.0312329 | val_loss: 0.0312313 | Time: 1913.17 ms [2022-03-13 19:47:07 main:574] : INFO : Epoch 1891 | loss: 0.0312315 | val_loss: 0.0312295 | Time: 1944.72 ms [2022-03-13 19:47:09 main:574] : INFO : Epoch 1892 | loss: 0.0312328 | val_loss: 0.0312304 | Time: 1924.31 ms [2022-03-13 19:47:11 main:574] : INFO : Epoch 1893 | loss: 0.0312361 | val_loss: 0.0312334 | Time: 2001.26 ms [2022-03-13 19:47:13 main:574] : INFO : Epoch 1894 | loss: 0.031233 | val_loss: 0.0312262 | Time: 1991.07 ms [2022-03-13 19:47:15 main:574] : INFO : Epoch 1895 | loss: 0.0312305 | val_loss: 0.0312292 | Time: 1986.13 ms [2022-03-13 19:47:17 main:574] : INFO : Epoch 1896 | loss: 0.0312263 | val_loss: 0.0312271 | Time: 1968.23 ms [2022-03-13 19:47:19 main:574] : INFO : Epoch 1897 | loss: 0.0312239 | val_loss: 0.0312217 | Time: 1995.42 ms [2022-03-13 19:47:21 main:574] : INFO : Epoch 1898 | loss: 0.0312262 | val_loss: 0.0312284 | Time: 2012.44 ms [2022-03-13 19:47:23 main:574] : INFO : Epoch 1899 | loss: 0.0312263 | val_loss: 0.0312321 | Time: 1968.19 ms [2022-03-13 19:47:25 main:574] : INFO : Epoch 1900 | loss: 0.0312203 | val_loss: 0.0312164 | Time: 1981.42 ms [2022-03-13 19:47:27 main:574] : INFO : Epoch 1901 | loss: 0.0312172 | val_loss: 0.0312164 | Time: 1998.65 ms [2022-03-13 19:47:29 main:574] : INFO : Epoch 1902 | loss: 0.0312167 | val_loss: 0.0312206 | Time: 2003.22 ms [2022-03-13 19:47:31 main:574] : INFO : Epoch 1903 | loss: 0.0312208 | val_loss: 0.031229 | Time: 1921.94 ms [2022-03-13 19:47:33 main:574] : INFO : Epoch 1904 | loss: 0.0312164 | val_loss: 0.0312128 | Time: 1911.85 ms [2022-03-13 19:47:35 main:574] : INFO : Epoch 1905 | loss: 0.0312112 | val_loss: 0.0312179 | Time: 1940.14 ms [2022-03-13 19:47:37 main:574] : INFO : Epoch 1906 | loss: 0.0312106 | val_loss: 0.0312226 | Time: 1968.6 ms [2022-03-13 19:47:39 main:574] : INFO : Epoch 1907 | loss: 0.0312125 | val_loss: 0.0312203 | Time: 2013.58 ms [2022-03-13 19:47:41 main:574] : INFO : Epoch 1908 | loss: 0.0312096 | val_loss: 0.0312073 | Time: 1977.74 ms [2022-03-13 19:47:43 main:574] : INFO : Epoch 1909 | loss: 0.0312065 | val_loss: 0.0312078 | Time: 1921.72 ms [2022-03-13 19:47:45 main:574] : INFO : Epoch 1910 | loss: 0.0312044 | val_loss: 0.0312035 | Time: 1968.73 ms [2022-03-13 19:47:47 main:574] : INFO : Epoch 1911 | loss: 0.0312037 | val_loss: 0.0312103 | Time: 1982.48 ms [2022-03-13 19:47:49 main:574] : INFO : Epoch 1912 | loss: 0.0312131 | val_loss: 0.0312048 | Time: 1932.58 ms [2022-03-13 19:47:51 main:574] : INFO : Epoch 1913 | loss: 0.0312052 | val_loss: 0.0312016 | Time: 1945.98 ms [2022-03-13 19:47:53 main:574] : INFO : Epoch 1914 | loss: 0.031202 | val_loss: 0.0312066 | Time: 1902.62 ms [2022-03-13 19:47:55 main:574] : INFO : Epoch 1915 | loss: 0.0312021 | val_loss: 0.0312114 | Time: 1968.32 ms [2022-03-13 19:47:57 main:574] : INFO : Epoch 1916 | loss: 0.0312025 | val_loss: 0.0311986 | Time: 1983.34 ms [2022-03-13 19:47:59 main:574] : INFO : Epoch 1917 | loss: 0.0312016 | val_loss: 0.0312014 | Time: 1937.29 ms [2022-03-13 19:48:01 main:574] : INFO : Epoch 1918 | loss: 0.0312014 | val_loss: 0.0311982 | Time: 1947.65 ms [2022-03-13 19:48:03 main:574] : INFO : Epoch 1919 | loss: 0.0312045 | val_loss: 0.0311983 | Time: 1975.68 ms [2022-03-13 19:48:05 main:574] : INFO : Epoch 1920 | loss: 0.0312023 | val_loss: 0.031203 | Time: 2016.3 ms [2022-03-13 19:48:07 main:574] : INFO : Epoch 1921 | loss: 0.0311982 | val_loss: 0.031197 | Time: 1968.05 ms [2022-03-13 19:48:09 main:574] : INFO : Epoch 1922 | loss: 0.0312037 | val_loss: 0.0312 | Time: 1943.09 ms [2022-03-13 19:48:11 main:574] : INFO : Epoch 1923 | loss: 0.0311972 | val_loss: 0.0311972 | Time: 1951.8 ms [2022-03-13 19:48:13 main:574] : INFO : Epoch 1924 | loss: 0.031197 | val_loss: 0.0311937 | Time: 1976.66 ms [2022-03-13 19:48:14 main:574] : INFO : Epoch 1925 | loss: 0.0311946 | val_loss: 0.0311939 | Time: 1949.82 ms [2022-03-13 19:48:17 main:574] : INFO : Epoch 1926 | loss: 0.0311946 | val_loss: 0.0312066 | Time: 2033.16 ms [2022-03-13 19:48:18 main:574] : INFO : Epoch 1927 | loss: 0.031194 | val_loss: 0.0311905 | Time: 1967.09 ms [2022-03-13 19:48:20 main:574] : INFO : Epoch 1928 | loss: 0.0311932 | val_loss: 0.0311925 | Time: 1920.07 ms [2022-03-13 19:48:22 main:574] : INFO : Epoch 1929 | loss: 0.0312076 | val_loss: 0.0311976 | Time: 2015.24 ms [2022-03-13 19:48:24 main:574] : INFO : Epoch 1930 | loss: 0.0311943 | val_loss: 0.0311951 | Time: 1960.37 ms [2022-03-13 19:48:26 main:574] : INFO : Epoch 1931 | loss: 0.0311903 | val_loss: 0.0311878 | Time: 1927.17 ms [2022-03-13 19:48:28 main:574] : INFO : Epoch 1932 | loss: 0.0311868 | val_loss: 0.0311881 | Time: 1962.58 ms [2022-03-13 19:48:30 main:574] : INFO : Epoch 1933 | loss: 0.031185 | val_loss: 0.0311857 | Time: 1988.1 ms [2022-03-13 19:48:32 main:574] : INFO : Epoch 1934 | loss: 0.0311857 | val_loss: 0.0311858 | Time: 1936.55 ms [2022-03-13 19:48:34 main:574] : INFO : Epoch 1935 | loss: 0.0311861 | val_loss: 0.0311908 | Time: 2009.62 ms [2022-03-13 19:48:36 main:574] : INFO : Epoch 1936 | loss: 0.0311857 | val_loss: 0.0311841 | Time: 1923.84 ms [2022-03-13 19:48:38 main:574] : INFO : Epoch 1937 | loss: 0.0311844 | val_loss: 0.0311836 | Time: 1999.72 ms [2022-03-13 19:48:40 main:574] : INFO : Epoch 1938 | loss: 0.0311822 | val_loss: 0.0311888 | Time: 2025.99 ms [2022-03-13 19:48:42 main:574] : INFO : Epoch 1939 | loss: 0.0311835 | val_loss: 0.0311844 | Time: 1990.83 ms [2022-03-13 19:48:44 main:574] : INFO : Epoch 1940 | loss: 0.0311836 | val_loss: 0.03119 | Time: 1961.52 ms [2022-03-13 19:48:46 main:574] : INFO : Epoch 1941 | loss: 0.0311828 | val_loss: 0.0311812 | Time: 1967.92 ms [2022-03-13 19:48:48 main:574] : INFO : Epoch 1942 | loss: 0.0311797 | val_loss: 0.0311893 | Time: 2048 ms [2022-03-13 19:48:50 main:574] : INFO : Epoch 1943 | loss: 0.0311805 | val_loss: 0.0311849 | Time: 2011.61 ms [2022-03-13 19:48:52 main:574] : INFO : Epoch 1944 | loss: 0.0311832 | val_loss: 0.0311808 | Time: 1956.03 ms [2022-03-13 19:48:54 main:574] : INFO : Epoch 1945 | loss: 0.0311789 | val_loss: 0.03118 | Time: 1967.01 ms [2022-03-13 19:48:56 main:574] : INFO : Epoch 1946 | loss: 0.0311838 | val_loss: 0.0311929 | Time: 1994.39 ms [2022-03-13 19:48:58 main:574] : INFO : Epoch 1947 | loss: 0.0311891 | val_loss: 0.0311874 | Time: 1965.18 ms [2022-03-13 19:49:00 main:574] : INFO : Epoch 1948 | loss: 0.0311834 | val_loss: 0.0311894 | Time: 2000.68 ms [2022-03-13 19:49:02 main:574] : INFO : Epoch 1949 | loss: 0.0311823 | val_loss: 0.0311805 | Time: 2014.47 ms [2022-03-13 19:49:04 main:574] : INFO : Epoch 1950 | loss: 0.0311793 | val_loss: 0.0311871 | Time: 2005.48 ms [2022-03-13 19:49:06 main:574] : INFO : Epoch 1951 | loss: 0.0311844 | val_loss: 0.0311838 | Time: 1986.28 ms [2022-03-13 19:49:08 main:574] : INFO : Epoch 1952 | loss: 0.0311828 | val_loss: 0.0311908 | Time: 1967.45 ms [2022-03-13 19:49:10 main:574] : INFO : Epoch 1953 | loss: 0.0311802 | val_loss: 0.0311843 | Time: 1925.08 ms [2022-03-13 19:49:12 main:574] : INFO : Epoch 1954 | loss: 0.0311801 | val_loss: 0.0311891 | Time: 2007.94 ms [2022-03-13 19:49:14 main:574] : INFO : Epoch 1955 | loss: 0.0311819 | val_loss: 0.031182 | Time: 1990.78 ms [2022-03-13 19:49:16 main:574] : INFO : Epoch 1956 | loss: 0.0311784 | val_loss: 0.0311826 | Time: 1970.45 ms [2022-03-13 19:49:18 main:574] : INFO : Epoch 1957 | loss: 0.0311785 | val_loss: 0.0311843 | Time: 1990.85 ms [2022-03-13 19:49:20 main:574] : INFO : Epoch 1958 | loss: 0.0311768 | val_loss: 0.031193 | Time: 1987.35 ms [2022-03-13 19:49:22 main:574] : INFO : Epoch 1959 | loss: 0.0311834 | val_loss: 0.0311843 | Time: 2037.56 ms [2022-03-13 19:49:24 main:574] : INFO : Epoch 1960 | loss: 0.0311805 | val_loss: 0.0311893 | Time: 1980.55 ms [2022-03-13 19:49:26 main:574] : INFO : Epoch 1961 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 1933.43 ms [2022-03-13 19:49:28 main:574] : INFO : Epoch 1962 | loss: 0.0311744 | val_loss: 0.0311776 | Time: 1957.6 ms [2022-03-13 19:49:30 main:574] : INFO : Epoch 1963 | loss: 0.0311734 | val_loss: 0.0311768 | Time: 1918.96 ms [2022-03-13 19:49:32 main:574] : INFO : Epoch 1964 | loss: 0.0311732 | val_loss: 0.0311831 | Time: 1933.5 ms [2022-03-13 19:49:34 main:574] : INFO : Epoch 1965 | loss: 0.0311775 | val_loss: 0.0311774 | Time: 1954.09 ms [2022-03-13 19:49:36 main:574] : INFO : Epoch 1966 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 1944.24 ms [2022-03-13 19:49:38 main:574] : INFO : Epoch 1967 | loss: 0.0311772 | val_loss: 0.0311851 | Time: 1970.98 ms [2022-03-13 19:49:40 main:574] : INFO : Epoch 1968 | loss: 0.0311797 | val_loss: 0.0311769 | Time: 1936.1 ms [2022-03-13 19:49:42 main:574] : INFO : Epoch 1969 | loss: 0.0311733 | val_loss: 0.0311759 | Time: 1938.83 ms [2022-03-13 19:49:44 main:574] : INFO : Epoch 1970 | loss: 0.0311718 | val_loss: 0.0311759 | Time: 1976.47 ms [2022-03-13 19:49:46 main:574] : INFO : Epoch 1971 | loss: 0.0311721 | val_loss: 0.0311758 | Time: 1946.02 ms [2022-03-13 19:49:48 main:574] : INFO : Epoch 1972 | loss: 0.0311737 | val_loss: 0.0311764 | Time: 2032.16 ms [2022-03-13 19:49:50 main:574] : INFO : Epoch 1973 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 1962.53 ms [2022-03-13 19:49:52 main:574] : INFO : Epoch 1974 | loss: 0.0311731 | val_loss: 0.0311748 | Time: 2034.52 ms [2022-03-13 19:49:54 main:574] : INFO : Epoch 1975 | loss: 0.0311726 | val_loss: 0.0311769 | Time: 1948.29 ms [2022-03-13 19:49:56 main:574] : INFO : Epoch 1976 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 1965.22 ms [2022-03-13 19:49:58 main:574] : INFO : Epoch 1977 | loss: 0.0311714 | val_loss: 0.0311794 | Time: 1927.64 ms [2022-03-13 19:50:00 main:574] : INFO : Epoch 1978 | loss: 0.0311743 | val_loss: 0.0311834 | Time: 1966.25 ms [2022-03-13 19:50:02 main:574] : INFO : Epoch 1979 | loss: 0.0311775 | val_loss: 0.0311784 | Time: 1918.46 ms [2022-03-13 19:50:04 main:574] : INFO : Epoch 1980 | loss: 0.0311725 | val_loss: 0.0311814 | Time: 1991.03 ms [2022-03-13 19:50:05 main:574] : INFO : Epoch 1981 | loss: 0.0311734 | val_loss: 0.0311775 | Time: 1952.28 ms [2022-03-13 19:50:07 main:574] : INFO : Epoch 1982 | loss: 0.0311771 | val_loss: 0.0311869 | Time: 1955.07 ms [2022-03-13 19:50:09 main:574] : INFO : Epoch 1983 | loss: 0.0311735 | val_loss: 0.0311857 | Time: 1945.81 ms [2022-03-13 19:50:11 main:574] : INFO : Epoch 1984 | loss: 0.0311734 | val_loss: 0.031175 | Time: 1997.4 ms [2022-03-13 19:50:13 main:574] : INFO : Epoch 1985 | loss: 0.0311731 | val_loss: 0.0311803 | Time: 1964.95 ms [2022-03-13 19:50:15 main:574] : INFO : Epoch 1986 | loss: 0.0311716 | val_loss: 0.0311756 | Time: 2052.29 ms [2022-03-13 19:50:17 main:574] : INFO : Epoch 1987 | loss: 0.0311721 | val_loss: 0.0311805 | Time: 1960.57 ms [2022-03-13 19:50:19 main:574] : INFO : Epoch 1988 | loss: 0.0311719 | val_loss: 0.0311766 | Time: 2008.66 ms [2022-03-13 19:50:21 main:574] : INFO : Epoch 1989 | loss: 0.0311719 | val_loss: 0.0311833 | Time: 2011.63 ms [2022-03-13 19:50:23 main:574] : INFO : Epoch 1990 | loss: 0.0311736 | val_loss: 0.0311762 | Time: 1998.99 ms [2022-03-13 19:50:25 main:574] : INFO : Epoch 1991 | loss: 0.0311691 | val_loss: 0.0311747 | Time: 1987.07 ms [2022-03-13 19:50:27 main:574] : INFO : Epoch 1992 | loss: 0.031176 | val_loss: 0.031186 | Time: 1956.38 ms [2022-03-13 19:50:29 main:574] : INFO : Epoch 1993 | loss: 0.0311744 | val_loss: 0.0311756 | Time: 1928.41 ms [2022-03-13 19:50:31 main:574] : INFO : Epoch 1994 | loss: 0.0311717 | val_loss: 0.0311744 | Time: 2004.38 ms [2022-03-13 19:50:33 main:574] : INFO : Epoch 1995 | loss: 0.031169 | val_loss: 0.0311763 | Time: 1889.53 ms [2022-03-13 19:50:35 main:574] : INFO : Epoch 1996 | loss: 0.0311699 | val_loss: 0.0311733 | Time: 1949.64 ms [2022-03-13 19:50:37 main:574] : INFO : Epoch 1997 | loss: 0.0311777 | val_loss: 0.0311813 | Time: 1972.2 ms [2022-03-13 19:50:39 main:574] : INFO : Epoch 1998 | loss: 0.0311712 | val_loss: 0.0311731 | Time: 2021.76 ms [2022-03-13 19:50:41 main:574] : INFO : Epoch 1999 | loss: 0.0311721 | val_loss: 0.0311787 | Time: 1954.21 ms [2022-03-13 19:50:43 main:574] : INFO : Epoch 2000 | loss: 0.0311699 | val_loss: 0.0311752 | Time: 2006.44 ms [2022-03-13 19:50:45 main:574] : INFO : Epoch 2001 | loss: 0.0311721 | val_loss: 0.0311723 | Time: 1995.76 ms [2022-03-13 19:50:47 main:574] : INFO : Epoch 2002 | loss: 0.0311708 | val_loss: 0.0311766 | Time: 1983.59 ms [2022-03-13 19:50:49 main:574] : INFO : Epoch 2003 | loss: 0.0311699 | val_loss: 0.0311729 | Time: 1943.95 ms [2022-03-13 19:50:51 main:574] : INFO : Epoch 2004 | loss: 0.0311681 | val_loss: 0.0311735 | Time: 1948.82 ms [2022-03-13 19:50:53 main:574] : INFO : Epoch 2005 | loss: 0.0311695 | val_loss: 0.0311717 | Time: 1980.81 ms [2022-03-13 19:50:55 main:574] : INFO : Epoch 2006 | loss: 0.0311679 | val_loss: 0.0311716 | Time: 1985.15 ms [2022-03-13 19:50:57 main:574] : INFO : Epoch 2007 | loss: 0.0311665 | val_loss: 0.0311721 | Time: 1998.43 ms [2022-03-13 19:50:59 main:574] : INFO : Epoch 2008 | loss: 0.0311732 | val_loss: 0.0311878 | Time: 1937 ms [2022-03-13 19:51:01 main:574] : INFO : Epoch 2009 | loss: 0.0311783 | val_loss: 0.0311722 | Time: 2027.06 ms [2022-03-13 19:51:03 main:574] : INFO : Epoch 2010 | loss: 0.0311737 | val_loss: 0.0311764 | Time: 1975.92 ms [2022-03-13 19:51:05 main:574] : INFO : Epoch 2011 | loss: 0.0311737 | val_loss: 0.0311764 | Time: 2005.79 ms [2022-03-13 19:51:07 main:574] : INFO : Epoch 2012 | loss: 0.0311719 | val_loss: 0.0311719 | Time: 1955.82 ms [2022-03-13 19:51:09 main:574] : INFO : Epoch 2013 | loss: 0.0311671 | val_loss: 0.0311739 | Time: 1965.63 ms [2022-03-13 19:51:11 main:574] : INFO : Epoch 2014 | loss: 0.0311727 | val_loss: 0.0311762 | Time: 1968.27 ms [2022-03-13 19:51:13 main:574] : INFO : Epoch 2015 | loss: 0.0311707 | val_loss: 0.0311711 | Time: 1948.57 ms [2022-03-13 19:51:15 main:574] : INFO : Epoch 2016 | loss: 0.0311679 | val_loss: 0.0311827 | Time: 1989.12 ms [2022-03-13 19:51:17 main:574] : INFO : Epoch 2017 | loss: 0.0311733 | val_loss: 0.0311747 | Time: 1905.62 ms [2022-03-13 19:51:19 main:574] : INFO : Epoch 2018 | loss: 0.0311664 | val_loss: 0.0311745 | Time: 1999.4 ms [2022-03-13 19:51:21 main:574] : INFO : Epoch 2019 | loss: 0.0311675 | val_loss: 0.0311727 | Time: 1968.3 ms [2022-03-13 19:51:23 main:574] : INFO : Epoch 2020 | loss: 0.0311658 | val_loss: 0.0311711 | Time: 2009.01 ms [2022-03-13 19:51:25 main:574] : INFO : Epoch 2021 | loss: 0.0311674 | val_loss: 0.0311729 | Time: 1979.11 ms [2022-03-13 19:51:27 main:574] : INFO : Epoch 2022 | loss: 0.0311685 | val_loss: 0.0311739 | Time: 1998.33 ms [2022-03-13 19:51:29 main:574] : INFO : Epoch 2023 | loss: 0.0311668 | val_loss: 0.0311735 | Time: 1941.82 ms [2022-03-13 19:51:31 main:574] : INFO : Epoch 2024 | loss: 0.0311677 | val_loss: 0.0311716 | Time: 1997.91 ms [2022-03-13 19:51:33 main:574] : INFO : Epoch 2025 | loss: 0.0311684 | val_loss: 0.0311727 | Time: 1965.61 ms [2022-03-13 19:51:35 main:574] : INFO : Epoch 2026 | loss: 0.0311707 | val_loss: 0.0311744 | Time: 1978.48 ms [2022-03-13 19:51:37 main:574] : INFO : Epoch 2027 | loss: 0.0311667 | val_loss: 0.03117 | Time: 1935.04 ms [2022-03-13 19:51:39 main:574] : INFO : Epoch 2028 | loss: 0.0311656 | val_loss: 0.0311708 | Time: 2029.34 ms [2022-03-13 19:51:41 main:574] : INFO : Epoch 2029 | loss: 0.031168 | val_loss: 0.0311714 | Time: 1956.73 ms [2022-03-13 19:51:43 main:574] : INFO : Epoch 2030 | loss: 0.0311657 | val_loss: 0.0311704 | Time: 1976.57 ms [2022-03-13 19:51:45 main:574] : INFO : Epoch 2031 | loss: 0.0311662 | val_loss: 0.0311721 | Time: 1987.04 ms [2022-03-13 19:51:47 main:574] : INFO : Epoch 2032 | loss: 0.0311726 | val_loss: 0.0311724 | Time: 1979.77 ms [2022-03-13 19:51:49 main:574] : INFO : Epoch 2033 | loss: 0.0311687 | val_loss: 0.0311727 | Time: 2047.01 ms [2022-03-13 19:51:51 main:574] : INFO : Epoch 2034 | loss: 0.0311651 | val_loss: 0.031176 | Time: 1971.93 ms [2022-03-13 19:51:53 main:574] : INFO : Epoch 2035 | loss: 0.0311676 | val_loss: 0.0311718 | Time: 1909.53 ms [2022-03-13 19:51:55 main:574] : INFO : Epoch 2036 | loss: 0.0311663 | val_loss: 0.0311769 | Time: 1960.75 ms [2022-03-13 19:51:57 main:574] : INFO : Epoch 2037 | loss: 0.0311695 | val_loss: 0.0311717 | Time: 1977.51 ms [2022-03-13 19:51:59 main:574] : INFO : Epoch 2038 | loss: 0.0311689 | val_loss: 0.0311703 | Time: 1955.09 ms [2022-03-13 19:52:01 main:574] : INFO : Epoch 2039 | loss: 0.0311652 | val_loss: 0.0311749 | Time: 1997.38 ms [2022-03-13 19:52:03 main:574] : INFO : Epoch 2040 | loss: 0.0311681 | val_loss: 0.0311717 | Time: 1931.33 ms [2022-03-13 19:52:05 main:574] : INFO : Epoch 2041 | loss: 0.0311645 | val_loss: 0.0311769 | Time: 1986.73 ms [2022-03-13 19:52:07 main:574] : INFO : Epoch 2042 | loss: 0.0311683 | val_loss: 0.0311841 | Time: 1966.18 ms [2022-03-13 19:52:09 main:574] : INFO : Epoch 2043 | loss: 0.0311675 | val_loss: 0.0311767 | Time: 2010.64 ms [2022-03-13 19:52:11 main:574] : INFO : Epoch 2044 | loss: 0.0311646 | val_loss: 0.0311726 | Time: 1982.3 ms [2022-03-13 19:52:12 main:574] : INFO : Epoch 2045 | loss: 0.0311624 | val_loss: 0.0311697 | Time: 1942.79 ms [2022-03-13 19:52:14 main:574] : INFO : Epoch 2046 | loss: 0.031165 | val_loss: 0.031169 | Time: 1951.55 ms [2022-03-13 19:52:16 main:574] : INFO : Epoch 2047 | loss: 0.0311628 | val_loss: 0.0311693 | Time: 1965.92 ms [2022-03-13 19:52:18 main:574] : INFO : Epoch 2048 | loss: 0.0311644 | val_loss: 0.0311749 | Time: 2015.36 ms [2022-03-13 19:52:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311749 [2022-03-13 19:52:18 main:603] : INFO : Saving end state to config to file [2022-03-13 19:52:18 main:608] : INFO : Success, exiting.. 19:52:18 (21048): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)