Task 14618643
| Name | ParityModified-1647040696-28700-3-0_1 |
| Workunit | 11038131 |
| Created | 12 Apr 2022, 17:24:45 UTC |
| Sent | 12 Apr 2022, 17:29:16 UTC |
| Report deadline | 20 Apr 2022, 17:29:16 UTC |
| Received | 13 Apr 2022, 5:29:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5442 |
| Run time | 1 hours 7 min 45 sec |
| CPU time | 1 hours 7 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,261.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0309981 | val_loss: 0.0311252 | Time: 1992.13 ms
[2022-04-12 21:12:40 main:581] : INFO : Epoch 1539 | loss: 0.0309965 | val_loss: 0.0311156 | Time: 1989.41 ms
[2022-04-12 21:12:42 main:581] : INFO : Epoch 1540 | loss: 0.031 | val_loss: 0.0311266 | Time: 2007.55 ms
[2022-04-12 21:12:44 main:581] : INFO : Epoch 1541 | loss: 0.0309954 | val_loss: 0.0311196 | Time: 1994.93 ms
[2022-04-12 21:12:46 main:581] : INFO : Epoch 1542 | loss: 0.0309932 | val_loss: 0.0311325 | Time: 1959.26 ms
[2022-04-12 21:12:48 main:581] : INFO : Epoch 1543 | loss: 0.0309976 | val_loss: 0.0311236 | Time: 1979.59 ms
[2022-04-12 21:12:50 main:581] : INFO : Epoch 1544 | loss: 0.031007 | val_loss: 0.0311221 | Time: 1949.45 ms
[2022-04-12 21:12:52 main:581] : INFO : Epoch 1545 | loss: 0.0310049 | val_loss: 0.0311291 | Time: 1991.37 ms
[2022-04-12 21:12:54 main:581] : INFO : Epoch 1546 | loss: 0.0310084 | val_loss: 0.0311223 | Time: 1997.29 ms
[2022-04-12 21:12:56 main:581] : INFO : Epoch 1547 | loss: 0.0310046 | val_loss: 0.0311236 | Time: 1999.17 ms
[2022-04-12 21:12:58 main:581] : INFO : Epoch 1548 | loss: 0.0310041 | val_loss: 0.0311079 | Time: 1998.16 ms
[2022-04-12 21:13:00 main:581] : INFO : Epoch 1549 | loss: 0.0310134 | val_loss: 0.0311132 | Time: 1998.94 ms
[2022-04-12 21:13:02 main:581] : INFO : Epoch 1550 | loss: 0.0310069 | val_loss: 0.031116 | Time: 1968.8 ms
[2022-04-12 21:13:04 main:581] : INFO : Epoch 1551 | loss: 0.0310076 | val_loss: 0.0311136 | Time: 1977.04 ms
[2022-04-12 21:13:06 main:581] : INFO : Epoch 1552 | loss: 0.0310201 | val_loss: 0.0311181 | Time: 1981.62 ms
[2022-04-12 21:13:08 main:581] : INFO : Epoch 1553 | loss: 0.0310099 | val_loss: 0.0311266 | Time: 1953.85 ms
[2022-04-12 21:13:10 main:581] : INFO : Epoch 1554 | loss: 0.0310038 | val_loss: 0.0311178 | Time: 1959.95 ms
[2022-04-12 21:13:12 main:581] : INFO : Epoch 1555 | loss: 0.031003 | val_loss: 0.0311134 | Time: 2022.32 ms
[2022-04-12 21:13:14 main:581] : INFO : Epoch 1556 | loss: 0.0309991 | val_loss: 0.0311211 | Time: 1975.83 ms
[2022-04-12 21:13:16 main:581] : INFO : Epoch 1557 | loss: 0.0309968 | val_loss: 0.0311185 | Time: 1989.74 ms
[2022-04-12 21:13:18 main:581] : INFO : Epoch 1558 | loss: 0.0310012 | val_loss: 0.0311294 | Time: 1978.51 ms
[2022-04-12 21:13:20 main:581] : INFO : Epoch 1559 | loss: 0.0309972 | val_loss: 0.0311214 | Time: 1967.9 ms
[2022-04-12 21:13:22 main:581] : INFO : Epoch 1560 | loss: 0.0309913 | val_loss: 0.0311208 | Time: 1984.15 ms
[2022-04-12 21:13:24 main:581] : INFO : Epoch 1561 | loss: 0.0309891 | val_loss: 0.0311253 | Time: 1971.34 ms
[2022-04-12 21:13:26 main:581] : INFO : Epoch 1562 | loss: 0.030988 | val_loss: 0.0311273 | Time: 1986.43 ms
[2022-04-12 21:13:28 main:581] : INFO : Epoch 1563 | loss: 0.0309919 | val_loss: 0.0311275 | Time: 1868.86 ms
[2022-04-12 21:13:30 main:581] : INFO : Epoch 1564 | loss: 0.0309936 | val_loss: 0.0311255 | Time: 1949.52 ms
[2022-04-12 21:13:32 main:581] : INFO : Epoch 1565 | loss: 0.0309983 | val_loss: 0.0311199 | Time: 1970.19 ms
[2022-04-12 21:13:34 main:581] : INFO : Epoch 1566 | loss: 0.030989 | val_loss: 0.0311344 | Time: 2003.85 ms
[2022-04-12 21:13:36 main:581] : INFO : Epoch 1567 | loss: 0.0309883 | val_loss: 0.0311331 | Time: 1996.07 ms
[2022-04-12 21:13:38 main:581] : INFO : Epoch 1568 | loss: 0.0309891 | val_loss: 0.0311344 | Time: 2012.35 ms
[2022-04-12 21:13:40 main:581] : INFO : Epoch 1569 | loss: 0.0309903 | val_loss: 0.0311343 | Time: 2005.79 ms
[2022-04-12 21:13:42 main:581] : INFO : Epoch 1570 | loss: 0.0309938 | val_loss: 0.0311247 | Time: 2013.38 ms
[2022-04-12 21:13:44 main:581] : INFO : Epoch 1571 | loss: 0.0309963 | val_loss: 0.031126 | Time: 1987.27 ms
[2022-04-12 21:13:46 main:581] : INFO : Epoch 1572 | loss: 0.0309939 | val_loss: 0.0311282 | Time: 1962.91 ms
[2022-04-12 21:13:48 main:581] : INFO : Epoch 1573 | loss: 0.0310044 | val_loss: 0.0311457 | Time: 2023.21 ms
[2022-04-12 21:13:50 main:581] : INFO : Epoch 1574 | loss: 0.0310055 | val_loss: 0.0311214 | Time: 1920.42 ms
[2022-04-12 21:13:52 main:581] : INFO : Epoch 1575 | loss: 0.0310321 | val_loss: 0.0311055 | Time: 1970.87 ms
[2022-04-12 21:13:54 main:581] : INFO : Epoch 1576 | loss: 0.0310352 | val_loss: 0.031116 | Time: 1957.84 ms
[2022-04-12 21:13:56 main:581] : INFO : Epoch 1577 | loss: 0.0310228 | val_loss: 0.0311016 | Time: 1959.89 ms
[2022-04-12 21:13:57 main:581] : INFO : Epoch 1578 | loss: 0.0310193 | val_loss: 0.0311074 | Time: 1965.48 ms
[2022-04-12 21:13:59 main:581] : INFO : Epoch 1579 | loss: 0.0310106 | val_loss: 0.0311109 | Time: 1968.86 ms
[2022-04-12 21:14:01 main:581] : INFO : Epoch 1580 | loss: 0.0310034 | val_loss: 0.0311188 | Time: 1942.59 ms
[2022-04-12 21:14:03 main:581] : INFO : Epoch 1581 | loss: 0.0310101 | val_loss: 0.031112 | Time: 1950.89 ms
[2022-04-12 21:14:05 main:581] : INFO : Epoch 1582 | loss: 0.0310081 | val_loss: 0.0311209 | Time: 1936.54 ms
[2022-04-12 21:14:07 main:581] : INFO : Epoch 1583 | loss: 0.0310081 | val_loss: 0.0311199 | Time: 1934.53 ms
[2022-04-12 21:14:09 main:581] : INFO : Epoch 1584 | loss: 0.031008 | val_loss: 0.0311309 | Time: 1955.99 ms
[2022-04-12 21:14:11 main:581] : INFO : Epoch 1585 | loss: 0.0310009 | val_loss: 0.0311184 | Time: 1917.66 ms
[2022-04-12 21:14:13 main:581] : INFO : Epoch 1586 | loss: 0.0310017 | val_loss: 0.031123 | Time: 1974.76 ms
[2022-04-12 21:14:15 main:581] : INFO : Epoch 1587 | loss: 0.0309975 | val_loss: 0.0311196 | Time: 1974.92 ms
[2022-04-12 21:14:17 main:581] : INFO : Epoch 1588 | loss: 0.0310008 | val_loss: 0.0311203 | Time: 1984.97 ms
[2022-04-12 21:14:19 main:581] : INFO : Epoch 1589 | loss: 0.030997 | val_loss: 0.0311281 | Time: 1910.1 ms
[2022-04-12 21:14:21 main:581] : INFO : Epoch 1590 | loss: 0.0309952 | val_loss: 0.0311221 | Time: 1958.32 ms
[2022-04-12 21:14:23 main:581] : INFO : Epoch 1591 | loss: 0.0310144 | val_loss: 0.0311114 | Time: 2011.93 ms
[2022-04-12 21:14:25 main:581] : INFO : Epoch 1592 | loss: 0.0310199 | val_loss: 0.0311116 | Time: 1997.02 ms
[2022-04-12 21:14:27 main:581] : INFO : Epoch 1593 | loss: 0.0310075 | val_loss: 0.031108 | Time: 2008.46 ms
[2022-04-12 21:14:29 main:581] : INFO : Epoch 1594 | loss: 0.0309979 | val_loss: 0.0311131 | Time: 2020.63 ms
[2022-04-12 21:14:31 main:581] : INFO : Epoch 1595 | loss: 0.030994 | val_loss: 0.031106 | Time: 1980.89 ms
[2022-04-12 21:14:33 main:581] : INFO : Epoch 1596 | loss: 0.0309918 | val_loss: 0.0311157 | Time: 1939.72 ms
[2022-04-12 21:14:35 main:581] : INFO : Epoch 1597 | loss: 0.0309992 | val_loss: 0.0311137 | Time: 1974.23 ms
[2022-04-12 21:14:37 main:581] : INFO : Epoch 1598 | loss: 0.0310065 | val_loss: 0.0311249 | Time: 1963.3 ms
[2022-04-12 21:14:39 main:581] : INFO : Epoch 1599 | loss: 0.0310142 | val_loss: 0.0311173 | Time: 1968.38 ms
[2022-04-12 21:14:41 main:581] : INFO : Epoch 1600 | loss: 0.0310143 | val_loss: 0.0311228 | Time: 1982.65 ms
[2022-04-12 21:14:43 main:581] : INFO : Epoch 1601 | loss: 0.0310032 | val_loss: 0.0311161 | Time: 2007.67 ms
[2022-04-12 21:14:45 main:581] : INFO : Epoch 1602 | loss: 0.0309991 | val_loss: 0.0311171 | Time: 1996.91 ms
[2022-04-12 21:14:47 main:581] : INFO : Epoch 1603 | loss: 0.0309975 | val_loss: 0.0311119 | Time: 2001.87 ms
[2022-04-12 21:14:49 main:581] : INFO : Epoch 1604 | loss: 0.0309935 | val_loss: 0.031123 | Time: 2009.97 ms
[2022-04-12 21:14:51 main:581] : INFO : Epoch 1605 | loss: 0.0309917 | val_loss: 0.0311204 | Time: 2006.66 ms
[2022-04-12 21:14:53 main:581] : INFO : Epoch 1606 | loss: 0.03099 | val_loss: 0.031119 | Time: 1998.95 ms
[2022-04-12 21:14:55 main:581] : INFO : Epoch 1607 | loss: 0.0309889 | val_loss: 0.0311225 | Time: 1998.33 ms
[2022-04-12 21:14:57 main:581] : INFO : Epoch 1608 | loss: 0.0309965 | val_loss: 0.0311138 | Time: 1932.01 ms
[2022-04-12 21:14:59 main:581] : INFO : Epoch 1609 | loss: 0.0309917 | val_loss: 0.0311175 | Time: 2021.84 ms
[2022-04-12 21:15:01 main:581] : INFO : Epoch 1610 | loss: 0.0309921 | val_loss: 0.0311259 | Time: 1922.88 ms
[2022-04-12 21:15:03 main:581] : INFO : Epoch 1611 | loss: 0.0309886 | val_loss: 0.03113 | Time: 1943.35 ms
[2022-04-12 21:15:04 main:581] : INFO : Epoch 1612 | loss: 0.0309992 | val_loss: 0.0311173 | Time: 1904.26 ms
[2022-04-12 21:15:07 main:581] : INFO : Epoch 1613 | loss: 0.0310001 | val_loss: 0.0311164 | Time: 2018.2 ms
[2022-04-12 21:15:08 main:581] : INFO : Epoch 1614 | loss: 0.0309968 | val_loss: 0.0311208 | Time: 1880.88 ms
[2022-04-12 21:15:10 main:581] : INFO : Epoch 1615 | loss: 0.0309988 | val_loss: 0.0311247 | Time: 1991.91 ms
[2022-04-12 21:15:12 main:581] : INFO : Epoch 1616 | loss: 0.0310142 | val_loss: 0.0311084 | Time: 1932.91 ms
[2022-04-12 21:15:14 main:581] : INFO : Epoch 1617 | loss: 0.031009 | val_loss: 0.0311126 | Time: 1950.84 ms
[2022-04-12 21:15:16 main:581] : INFO : Epoch 1618 | loss: 0.0310025 | val_loss: 0.0311341 | Time: 1946.31 ms
[2022-04-12 21:15:18 main:581] : INFO : Epoch 1619 | loss: 0.0309953 | val_loss: 0.0311168 | Time: 1921.08 ms
[2022-04-12 21:15:20 main:581] : INFO : Epoch 1620 | loss: 0.031005 | val_loss: 0.0311431 | Time: 1981.88 ms
[2022-04-12 21:15:22 main:581] : INFO : Epoch 1621 | loss: 0.0310657 | val_loss: 0.0311155 | Time: 1964.72 ms
[2022-04-12 21:15:24 main:581] : INFO : Epoch 1622 | loss: 0.0310527 | val_loss: 0.0311123 | Time: 1979.65 ms
[2022-04-12 21:15:26 main:581] : INFO : Epoch 1623 | loss: 0.031037 | val_loss: 0.0311062 | Time: 1965.59 ms
[2022-04-12 21:15:28 main:581] : INFO : Epoch 1624 | loss: 0.0310406 | val_loss: 0.0311123 | Time: 2006.22 ms
[2022-04-12 21:15:30 main:581] : INFO : Epoch 1625 | loss: 0.0310606 | val_loss: 0.0311039 | Time: 1960.05 ms
[2022-04-12 21:15:32 main:581] : INFO : Epoch 1626 | loss: 0.0310455 | val_loss: 0.0310973 | Time: 2020.5 ms
[2022-04-12 21:15:34 main:581] : INFO : Epoch 1627 | loss: 0.0310311 | val_loss: 0.031104 | Time: 1975.48 ms
[2022-04-12 21:15:36 main:581] : INFO : Epoch 1628 | loss: 0.0310222 | val_loss: 0.0311038 | Time: 1960.51 ms
[2022-04-12 21:15:38 main:581] : INFO : Epoch 1629 | loss: 0.031017 | val_loss: 0.0311022 | Time: 1955.62 ms
[2022-04-12 21:15:40 main:581] : INFO : Epoch 1630 | loss: 0.0310093 | val_loss: 0.031102 | Time: 1965.01 ms
[2022-04-12 21:15:42 main:581] : INFO : Epoch 1631 | loss: 0.0310057 | val_loss: 0.0310974 | Time: 1961.57 ms
[2022-04-12 21:15:44 main:581] : INFO : Epoch 1632 | loss: 0.0310002 | val_loss: 0.0311102 | Time: 1909.57 ms
[2022-04-12 21:15:46 main:581] : INFO : Epoch 1633 | loss: 0.0309998 | val_loss: 0.031107 | Time: 1930.12 ms
[2022-04-12 21:15:48 main:581] : INFO : Epoch 1634 | loss: 0.0309959 | val_loss: 0.0311246 | Time: 1934.32 ms
[2022-04-12 21:15:50 main:581] : INFO : Epoch 1635 | loss: 0.0309962 | val_loss: 0.0311177 | Time: 1983.5 ms
[2022-04-12 21:15:52 main:581] : INFO : Epoch 1636 | loss: 0.0309995 | val_loss: 0.0311154 | Time: 1956.42 ms
[2022-04-12 21:15:54 main:581] : INFO : Epoch 1637 | loss: 0.0310033 | val_loss: 0.0311104 | Time: 1980.19 ms
[2022-04-12 21:15:56 main:581] : INFO : Epoch 1638 | loss: 0.0310033 | val_loss: 0.031116 | Time: 1984.95 ms
[2022-04-12 21:15:57 main:581] : INFO : Epoch 1639 | loss: 0.0309977 | val_loss: 0.031117 | Time: 1951.31 ms
[2022-04-12 21:15:59 main:581] : INFO : Epoch 1640 | loss: 0.0309895 | val_loss: 0.0311186 | Time: 1887.66 ms
[2022-04-12 21:16:01 main:581] : INFO : Epoch 1641 | loss: 0.030987 | val_loss: 0.0311097 | Time: 1963.58 ms
[2022-04-12 21:16:03 main:581] : INFO : Epoch 1642 | loss: 0.0309935 | val_loss: 0.0311238 | Time: 1936.45 ms
[2022-04-12 21:16:05 main:581] : INFO : Epoch 1643 | loss: 0.0309879 | val_loss: 0.0311162 | Time: 1972.48 ms
[2022-04-12 21:16:07 main:581] : INFO : Epoch 1644 | loss: 0.0309877 | val_loss: 0.0311086 | Time: 1967.19 ms
[2022-04-12 21:16:09 main:581] : INFO : Epoch 1645 | loss: 0.0309953 | val_loss: 0.0311098 | Time: 1966.89 ms
[2022-04-12 21:16:11 main:581] : INFO : Epoch 1646 | loss: 0.0309977 | val_loss: 0.0311197 | Time: 1985.17 ms
[2022-04-12 21:16:13 main:581] : INFO : Epoch 1647 | loss: 0.0310025 | val_loss: 0.0311287 | Time: 1984.96 ms
[2022-04-12 21:16:15 main:581] : INFO : Epoch 1648 | loss: 0.0309945 | val_loss: 0.0311211 | Time: 1914.22 ms
[2022-04-12 21:16:17 main:581] : INFO : Epoch 1649 | loss: 0.0309904 | val_loss: 0.0311249 | Time: 1932.32 ms
[2022-04-12 21:16:19 main:581] : INFO : Epoch 1650 | loss: 0.0309985 | val_loss: 0.031109 | Time: 1997.16 ms
[2022-04-12 21:16:21 main:581] : INFO : Epoch 1651 | loss: 0.0309905 | val_loss: 0.0311132 | Time: 1975.68 ms
[2022-04-12 21:16:23 main:581] : INFO : Epoch 1652 | loss: 0.0309935 | val_loss: 0.0311269 | Time: 1949.05 ms
[2022-04-12 21:16:25 main:581] : INFO : Epoch 1653 | loss: 0.0309919 | val_loss: 0.0311241 | Time: 1902.42 ms
[2022-04-12 21:16:27 main:581] : INFO : Epoch 1654 | loss: 0.0309937 | val_loss: 0.0311093 | Time: 1911.33 ms
[2022-04-12 21:16:29 main:581] : INFO : Epoch 1655 | loss: 0.0309928 | val_loss: 0.0311143 | Time: 1957.15 ms
[2022-04-12 21:16:31 main:581] : INFO : Epoch 1656 | loss: 0.0309925 | val_loss: 0.0311161 | Time: 1906.18 ms
[2022-04-12 21:16:33 main:581] : INFO : Epoch 1657 | loss: 0.031002 | val_loss: 0.0311141 | Time: 2011.54 ms
[2022-04-12 21:16:35 main:581] : INFO : Epoch 1658 | loss: 0.0310083 | val_loss: 0.0311214 | Time: 1949.47 ms
[2022-04-12 21:16:37 main:581] : INFO : Epoch 1659 | loss: 0.0310084 | val_loss: 0.0311051 | Time: 1965.37 ms
[2022-04-12 21:16:38 main:581] : INFO : Epoch 1660 | loss: 0.0310057 | val_loss: 0.0311079 | Time: 1947.22 ms
[2022-04-12 21:16:40 main:581] : INFO : Epoch 1661 | loss: 0.0310021 | val_loss: 0.0311149 | Time: 1933.03 ms
[2022-04-12 21:16:42 main:581] : INFO : Epoch 1662 | loss: 0.0309929 | val_loss: 0.0311118 | Time: 1999.92 ms
[2022-04-12 21:16:44 main:581] : INFO : Epoch 1663 | loss: 0.0309892 | val_loss: 0.031115 | Time: 2005.2 ms
[2022-04-12 21:16:46 main:581] : INFO : Epoch 1664 | loss: 0.0309891 | val_loss: 0.03113 | Time: 1938.46 ms
[2022-04-12 21:16:48 main:581] : INFO : Epoch 1665 | loss: 0.0309856 | val_loss: 0.0311276 | Time: 1966.03 ms
[2022-04-12 21:16:50 main:581] : INFO : Epoch 1666 | loss: 0.030986 | val_loss: 0.0311262 | Time: 1940.65 ms
[2022-04-12 21:16:52 main:581] : INFO : Epoch 1667 | loss: 0.0309864 | val_loss: 0.0311237 | Time: 1949.02 ms
[2022-04-12 21:16:54 main:581] : INFO : Epoch 1668 | loss: 0.0309958 | val_loss: 0.0311254 | Time: 1941.79 ms
[2022-04-12 21:16:56 main:581] : INFO : Epoch 1669 | loss: 0.0310005 | val_loss: 0.0311058 | Time: 1954.89 ms
[2022-04-12 21:16:58 main:581] : INFO : Epoch 1670 | loss: 0.0310041 | val_loss: 0.0311105 | Time: 1971.71 ms
[2022-04-12 21:17:00 main:581] : INFO : Epoch 1671 | loss: 0.0310051 | val_loss: 0.0311174 | Time: 1931.92 ms
[2022-04-12 21:17:02 main:581] : INFO : Epoch 1672 | loss: 0.0309988 | val_loss: 0.0311125 | Time: 2011.97 ms
[2022-04-12 21:17:04 main:581] : INFO : Epoch 1673 | loss: 0.0309943 | val_loss: 0.0311064 | Time: 2012.23 ms
[2022-04-12 21:17:06 main:581] : INFO : Epoch 1674 | loss: 0.0309913 | val_loss: 0.0311162 | Time: 1966 ms
[2022-04-12 21:17:08 main:581] : INFO : Epoch 1675 | loss: 0.0309858 | val_loss: 0.0311194 | Time: 1924 ms
[2022-04-12 21:17:10 main:581] : INFO : Epoch 1676 | loss: 0.0309859 | val_loss: 0.0311088 | Time: 1987.14 ms
[2022-04-12 21:17:12 main:581] : INFO : Epoch 1677 | loss: 0.0309876 | val_loss: 0.0311133 | Time: 1979.5 ms
[2022-04-12 21:17:14 main:581] : INFO : Epoch 1678 | loss: 0.0309872 | val_loss: 0.0311096 | Time: 1940.94 ms
[2022-04-12 21:17:16 main:581] : INFO : Epoch 1679 | loss: 0.0309865 | val_loss: 0.0311221 | Time: 1965.74 ms
[2022-04-12 21:17:18 main:581] : INFO : Epoch 1680 | loss: 0.0309841 | val_loss: 0.0311112 | Time: 2002.57 ms
[2022-04-12 21:17:20 main:581] : INFO : Epoch 1681 | loss: 0.0309822 | val_loss: 0.0311113 | Time: 1993.31 ms
[2022-04-12 21:17:22 main:581] : INFO : Epoch 1682 | loss: 0.0309859 | val_loss: 0.0311114 | Time: 1972.88 ms
[2022-04-12 21:17:24 main:581] : INFO : Epoch 1683 | loss: 0.030991 | val_loss: 0.0311182 | Time: 1964 ms
[2022-04-12 21:17:26 main:581] : INFO : Epoch 1684 | loss: 0.0310006 | val_loss: 0.0311139 | Time: 1995.7 ms
[2022-04-12 21:17:28 main:581] : INFO : Epoch 1685 | loss: 0.0310231 | val_loss: 0.03112 | Time: 1962.42 ms
[2022-04-12 21:17:30 main:581] : INFO : Epoch 1686 | loss: 0.0310148 | val_loss: 0.0311224 | Time: 1960.56 ms
[2022-04-12 21:17:32 main:581] : INFO : Epoch 1687 | loss: 0.0310116 | val_loss: 0.0311228 | Time: 2012.57 ms
[2022-04-12 21:17:34 main:581] : INFO : Epoch 1688 | loss: 0.0310032 | val_loss: 0.0311108 | Time: 1959.43 ms
[2022-04-12 21:17:36 main:581] : INFO : Epoch 1689 | loss: 0.0309906 | val_loss: 0.0311173 | Time: 1945.9 ms
[2022-04-12 21:17:38 main:581] : INFO : Epoch 1690 | loss: 0.0309929 | val_loss: 0.0311163 | Time: 1976 ms
[2022-04-12 21:17:39 main:581] : INFO : Epoch 1691 | loss: 0.0309889 | val_loss: 0.0311199 | Time: 1896.42 ms
[2022-04-12 21:17:41 main:581] : INFO : Epoch 1692 | loss: 0.0309933 | val_loss: 0.0311188 | Time: 1975.35 ms
[2022-04-12 21:17:43 main:581] : INFO : Epoch 1693 | loss: 0.0310082 | val_loss: 0.0311061 | Time: 1982.18 ms
[2022-04-12 21:17:45 main:581] : INFO : Epoch 1694 | loss: 0.0310145 | val_loss: 0.0311189 | Time: 1988.77 ms
[2022-04-12 21:17:47 main:581] : INFO : Epoch 1695 | loss: 0.0309991 | val_loss: 0.0311085 | Time: 1962.14 ms
[2022-04-12 21:17:49 main:581] : INFO : Epoch 1696 | loss: 0.0309968 | val_loss: 0.031124 | Time: 1961.98 ms
[2022-04-12 21:17:51 main:581] : INFO : Epoch 1697 | loss: 0.0309868 | val_loss: 0.0311311 | Time: 1974.7 ms
[2022-04-12 21:17:53 main:581] : INFO : Epoch 1698 | loss: 0.030986 | val_loss: 0.0311127 | Time: 2018.39 ms
[2022-04-12 21:17:55 main:581] : INFO : Epoch 1699 | loss: 0.0309835 | val_loss: 0.0311143 | Time: 1951.38 ms
[2022-04-12 21:17:57 main:581] : INFO : Epoch 1700 | loss: 0.0309809 | val_loss: 0.0311162 | Time: 1974.34 ms
[2022-04-12 21:17:59 main:581] : INFO : Epoch 1701 | loss: 0.0309874 | val_loss: 0.0311247 | Time: 1970.99 ms
[2022-04-12 21:18:01 main:581] : INFO : Epoch 1702 | loss: 0.0310029 | val_loss: 0.0311215 | Time: 1986.44 ms
[2022-04-12 21:18:03 main:581] : INFO : Epoch 1703 | loss: 0.0309957 | val_loss: 0.0311281 | Time: 1955.78 ms
[2022-04-12 21:18:05 main:581] : INFO : Epoch 1704 | loss: 0.0309971 | val_loss: 0.0311122 | Time: 1970.23 ms
[2022-04-12 21:18:07 main:581] : INFO : Epoch 1705 | loss: 0.0309951 | val_loss: 0.0311155 | Time: 1917.55 ms
[2022-04-12 21:18:09 main:581] : INFO : Epoch 1706 | loss: 0.0309931 | val_loss: 0.0311178 | Time: 2010.53 ms
[2022-04-12 21:18:11 main:581] : INFO : Epoch 1707 | loss: 0.0309946 | val_loss: 0.0311133 | Time: 1944.49 ms
[2022-04-12 21:18:13 main:581] : INFO : Epoch 1708 | loss: 0.03099 | val_loss: 0.0311135 | Time: 1998.07 ms
[2022-04-12 21:18:15 main:581] : INFO : Epoch 1709 | loss: 0.0309893 | val_loss: 0.0311152 | Time: 1992.14 ms
[2022-04-12 21:18:17 main:581] : INFO : Epoch 1710 | loss: 0.0309854 | val_loss: 0.0311241 | Time: 1996.17 ms
[2022-04-12 21:18:19 main:581] : INFO : Epoch 1711 | loss: 0.0309875 | val_loss: 0.031142 | Time: 1996 ms
[2022-04-12 21:18:21 main:581] : INFO : Epoch 1712 | loss: 0.0309846 | val_loss: 0.03113 | Time: 1994.76 ms
[2022-04-12 21:18:23 main:581] : INFO : Epoch 1713 | loss: 0.0309921 | val_loss: 0.0311178 | Time: 1974.13 ms
[2022-04-12 21:18:25 main:581] : INFO : Epoch 1714 | loss: 0.0310255 | val_loss: 0.0311057 | Time: 1990.75 ms
[2022-04-12 21:18:27 main:581] : INFO : Epoch 1715 | loss: 0.0310196 | val_loss: 0.0311083 | Time: 1914.73 ms
[2022-04-12 21:18:29 main:581] : INFO : Epoch 1716 | loss: 0.0310111 | val_loss: 0.0311167 | Time: 1946.88 ms
[2022-04-12 21:18:31 main:581] : INFO : Epoch 1717 | loss: 0.0309994 | val_loss: 0.0311061 | Time: 1971.3 ms
[2022-04-12 21:18:33 main:581] : INFO : Epoch 1718 | loss: 0.0309994 | val_loss: 0.0311119 | Time: 2011.42 ms
[2022-04-12 21:18:35 main:581] : INFO : Epoch 1719 | loss: 0.0309876 | val_loss: 0.0311104 | Time: 1862.66 ms
[2022-04-12 21:18:37 main:581] : INFO : Epoch 1720 | loss: 0.0309876 | val_loss: 0.0311106 | Time: 2007.99 ms
[2022-04-12 21:18:39 main:581] : INFO : Epoch 1721 | loss: 0.0309962 | val_loss: 0.0311265 | Time: 2017.66 ms
[2022-04-12 21:18:41 main:581] : INFO : Epoch 1722 | loss: 0.0309976 | val_loss: 0.0311242 | Time: 2006.94 ms
[2022-04-12 21:18:43 main:581] : INFO : Epoch 1723 | loss: 0.0309904 | val_loss: 0.03113 | Time: 2005.44 ms
[2022-04-12 21:18:45 main:581] : INFO : Epoch 1724 | loss: 0.0309878 | val_loss: 0.0311211 | Time: 2014.16 ms
[2022-04-12 21:18:47 main:581] : INFO : Epoch 1725 | loss: 0.0309896 | val_loss: 0.0311203 | Time: 2010.99 ms
[2022-04-12 21:18:49 main:581] : INFO : Epoch 1726 | loss: 0.0309913 | val_loss: 0.0311223 | Time: 1999.83 ms
[2022-04-12 21:18:51 main:581] : INFO : Epoch 1727 | loss: 0.0309962 | val_loss: 0.0311075 | Time: 2011 ms
[2022-04-12 21:18:53 main:581] : INFO : Epoch 1728 | loss: 0.0309939 | val_loss: 0.0311106 | Time: 1999.29 ms
[2022-04-12 21:18:55 main:581] : INFO : Epoch 1729 | loss: 0.0309904 | val_loss: 0.0311099 | Time: 2007.25 ms
[2022-04-12 21:18:57 main:581] : INFO : Epoch 1730 | loss: 0.0309837 | val_loss: 0.0311137 | Time: 2017.35 ms
[2022-04-12 21:18:59 main:581] : INFO : Epoch 1731 | loss: 0.0309854 | val_loss: 0.0311139 | Time: 2026.27 ms
[2022-04-12 21:19:01 main:581] : INFO : Epoch 1732 | loss: 0.0309898 | val_loss: 0.0311192 | Time: 2001.46 ms
[2022-04-12 21:19:03 main:581] : INFO : Epoch 1733 | loss: 0.0309851 | val_loss: 0.0311203 | Time: 1963.44 ms
[2022-04-12 21:19:05 main:581] : INFO : Epoch 1734 | loss: 0.030984 | val_loss: 0.0311147 | Time: 2014.15 ms
[2022-04-12 21:19:07 main:581] : INFO : Epoch 1735 | loss: 0.0309849 | val_loss: 0.0311166 | Time: 2020.71 ms
[2022-04-12 21:19:09 main:581] : INFO : Epoch 1736 | loss: 0.0309824 | val_loss: 0.0311257 | Time: 1986.22 ms
[2022-04-12 21:19:11 main:581] : INFO : Epoch 1737 | loss: 0.0309808 | val_loss: 0.0311155 | Time: 2019.41 ms
[2022-04-12 21:19:13 main:581] : INFO : Epoch 1738 | loss: 0.030979 | val_loss: 0.0311088 | Time: 1965.24 ms
[2022-04-12 21:19:15 main:581] : INFO : Epoch 1739 | loss: 0.0309782 | val_loss: 0.0311193 | Time: 1984.33 ms
[2022-04-12 21:19:17 main:581] : INFO : Epoch 1740 | loss: 0.0309857 | val_loss: 0.0311179 | Time: 1963.21 ms
[2022-04-12 21:19:19 main:581] : INFO : Epoch 1741 | loss: 0.0309852 | val_loss: 0.0311272 | Time: 1945.82 ms
[2022-04-12 21:19:21 main:581] : INFO : Epoch 1742 | loss: 0.0310236 | val_loss: 0.0311125 | Time: 1980.65 ms
[2022-04-12 21:19:23 main:581] : INFO : Epoch 1743 | loss: 0.0310531 | val_loss: 0.0310977 | Time: 2013.94 ms
[2022-04-12 21:19:25 main:581] : INFO : Epoch 1744 | loss: 0.0310402 | val_loss: 0.0311095 | Time: 1911.87 ms
[2022-04-12 21:19:27 main:581] : INFO : Epoch 1745 | loss: 0.0310237 | val_loss: 0.0310987 | Time: 1995.32 ms
[2022-04-12 21:19:29 main:581] : INFO : Epoch 1746 | loss: 0.0310117 | val_loss: 0.0310992 | Time: 1982.28 ms
[2022-04-12 21:19:31 main:581] : INFO : Epoch 1747 | loss: 0.0310012 | val_loss: 0.0311063 | Time: 1996.35 ms
[2022-04-12 21:19:32 main:581] : INFO : Epoch 1748 | loss: 0.0309989 | val_loss: 0.0311138 | Time: 1940.27 ms
[2022-04-12 21:19:34 main:581] : INFO : Epoch 1749 | loss: 0.030995 | val_loss: 0.0311055 | Time: 2007.01 ms
[2022-04-12 21:19:36 main:581] : INFO : Epoch 1750 | loss: 0.0309953 | val_loss: 0.0311233 | Time: 2008.18 ms
[2022-04-12 21:19:38 main:581] : INFO : Epoch 1751 | loss: 0.0309918 | val_loss: 0.0311297 | Time: 1935.93 ms
[2022-04-12 21:19:40 main:581] : INFO : Epoch 1752 | loss: 0.0309904 | val_loss: 0.0311225 | Time: 1968.48 ms
[2022-04-12 21:19:42 main:581] : INFO : Epoch 1753 | loss: 0.030992 | val_loss: 0.0311196 | Time: 1985.23 ms
[2022-04-12 21:19:44 main:581] : INFO : Epoch 1754 | loss: 0.0309879 | val_loss: 0.0311244 | Time: 1946.04 ms
[2022-04-12 21:19:46 main:581] : INFO : Epoch 1755 | loss: 0.0309846 | val_loss: 0.0311101 | Time: 2017.49 ms
[2022-04-12 21:19:48 main:581] : INFO : Epoch 1756 | loss: 0.0309863 | val_loss: 0.031101 | Time: 2015.39 ms
[2022-04-12 21:19:50 main:581] : INFO : Epoch 1757 | loss: 0.0309872 | val_loss: 0.0311151 | Time: 2039.73 ms
[2022-04-12 21:19:52 main:581] : INFO : Epoch 1758 | loss: 0.0309936 | val_loss: 0.0311192 | Time: 1997.5 ms
[2022-04-12 21:19:54 main:581] : INFO : Epoch 1759 | loss: 0.0309913 | val_loss: 0.0311181 | Time: 2016.32 ms
[2022-04-12 21:19:56 main:581] : INFO : Epoch 1760 | loss: 0.0309847 | val_loss: 0.0311154 | Time: 1967.74 ms
[2022-04-12 21:19:58 main:581] : INFO : Epoch 1761 | loss: 0.0309812 | val_loss: 0.0311231 | Time: 2004.77 ms
[2022-04-12 21:20:00 main:581] : INFO : Epoch 1762 | loss: 0.0309823 | val_loss: 0.0311178 | Time: 1989.08 ms
[2022-04-12 21:20:02 main:581] : INFO : Epoch 1763 | loss: 0.0309737 | val_loss: 0.0311083 | Time: 2012.67 ms
[2022-04-12 21:20:04 main:581] : INFO : Epoch 1764 | loss: 0.0309751 | val_loss: 0.0311174 | Time: 1963.5 ms
[2022-04-12 21:20:06 main:581] : INFO : Epoch 1765 | loss: 0.0309735 | val_loss: 0.031118 | Time: 1943.53 ms
[2022-04-12 21:20:08 main:581] : INFO : Epoch 1766 | loss: 0.0309741 | val_loss: 0.0311143 | Time: 1963.86 ms
[2022-04-12 21:20:10 main:581] : INFO : Epoch 1767 | loss: 0.030975 | val_loss: 0.0311174 | Time: 2014.33 ms
[2022-04-12 21:20:12 main:581] : INFO : Epoch 1768 | loss: 0.0309807 | val_loss: 0.0311043 | Time: 1987.72 ms
[2022-04-12 21:20:14 main:581] : INFO : Epoch 1769 | loss: 0.0309811 | val_loss: 0.0311062 | Time: 2018.58 ms
[2022-04-12 21:20:16 main:581] : INFO : Epoch 1770 | loss: 0.0309828 | val_loss: 0.031109 | Time: 1973.18 ms
[2022-04-12 21:20:18 main:581] : INFO : Epoch 1771 | loss: 0.0309821 | val_loss: 0.0311084 | Time: 2006.59 ms
[2022-04-12 21:20:20 main:581] : INFO : Epoch 1772 | loss: 0.0309814 | val_loss: 0.031116 | Time: 1978.38 ms
[2022-04-12 21:20:22 main:581] : INFO : Epoch 1773 | loss: 0.030982 | val_loss: 0.0311081 | Time: 1952.14 ms
[2022-04-12 21:20:24 main:581] : INFO : Epoch 1774 | loss: 0.0309772 | val_loss: 0.0311187 | Time: 2013.12 ms
[2022-04-12 21:20:26 main:581] : INFO : Epoch 1775 | loss: 0.0309725 | val_loss: 0.031114 | Time: 2022.16 ms
[2022-04-12 21:20:28 main:581] : INFO : Epoch 1776 | loss: 0.0309756 | val_loss: 0.0311162 | Time: 2038.35 ms
[2022-04-12 21:20:30 main:581] : INFO : Epoch 1777 | loss: 0.0309783 | val_loss: 0.0311093 | Time: 2019.83 ms
[2022-04-12 21:20:32 main:581] : INFO : Epoch 1778 | loss: 0.0309719 | val_loss: 0.0311192 | Time: 1997.26 ms
[2022-04-12 21:20:34 main:581] : INFO : Epoch 1779 | loss: 0.0309745 | val_loss: 0.0311182 | Time: 1981.54 ms
[2022-04-12 21:20:36 main:581] : INFO : Epoch 1780 | loss: 0.0309909 | val_loss: 0.0311101 | Time: 2002.33 ms
[2022-04-12 21:20:38 main:581] : INFO : Epoch 1781 | loss: 0.0309882 | val_loss: 0.0311151 | Time: 1980.44 ms
[2022-04-12 21:20:40 main:581] : INFO : Epoch 1782 | loss: 0.0309806 | val_loss: 0.0311229 | Time: 2006.58 ms
[2022-04-12 21:20:42 main:581] : INFO : Epoch 1783 | loss: 0.0309754 | val_loss: 0.0311196 | Time: 2018.93 ms
[2022-04-12 21:20:44 main:581] : INFO : Epoch 1784 | loss: 0.0309724 | val_loss: 0.0311141 | Time: 1979.68 ms
[2022-04-12 21:20:46 main:581] : INFO : Epoch 1785 | loss: 0.0309762 | val_loss: 0.0311054 | Time: 1933.13 ms
[2022-04-12 21:20:48 main:581] : INFO : Epoch 1786 | loss: 0.0309786 | val_loss: 0.0311178 | Time: 1963.13 ms
[2022-04-12 21:20:50 main:581] : INFO : Epoch 1787 | loss: 0.030992 | val_loss: 0.0311157 | Time: 2009.7 ms
[2022-04-12 21:20:52 main:581] : INFO : Epoch 1788 | loss: 0.030996 | val_loss: 0.0311176 | Time: 2002.67 ms
[2022-04-12 21:20:54 main:581] : INFO : Epoch 1789 | loss: 0.0309967 | val_loss: 0.0311175 | Time: 1965.3 ms
[2022-04-12 21:20:56 main:581] : INFO : Epoch 1790 | loss: 0.0309959 | val_loss: 0.0311082 | Time: 1982.55 ms
[2022-04-12 21:20:58 main:581] : INFO : Epoch 1791 | loss: 0.0309834 | val_loss: 0.0311151 | Time: 1985.53 ms
[2022-04-12 21:21:00 main:581] : INFO : Epoch 1792 | loss: 0.030998 | val_loss: 0.0311124 | Time: 1978.98 ms
[2022-04-12 21:21:02 main:581] : INFO : Epoch 1793 | loss: 0.0309973 | val_loss: 0.0311188 | Time: 2007.14 ms
[2022-04-12 21:21:04 main:581] : INFO : Epoch 1794 | loss: 0.0309834 | val_loss: 0.0311116 | Time: 2018.68 ms
[2022-04-12 21:21:06 main:581] : INFO : Epoch 1795 | loss: 0.0309823 | val_loss: 0.0311161 | Time: 2021.62 ms
[2022-04-12 21:21:08 main:581] : INFO : Epoch 1796 | loss: 0.0309793 | val_loss: 0.031116 | Time: 1985.19 ms
[2022-04-12 21:21:10 main:581] : INFO : Epoch 1797 | loss: 0.0309853 | val_loss: 0.031101 | Time: 1980.01 ms
[2022-04-12 21:21:12 main:581] : INFO : Epoch 1798 | loss: 0.030983 | val_loss: 0.0311002 | Time: 1966.85 ms
[2022-04-12 21:21:14 main:581] : INFO : Epoch 1799 | loss: 0.030981 | val_loss: 0.0311076 | Time: 1963.69 ms
[2022-04-12 21:21:16 main:581] : INFO : Epoch 1800 | loss: 0.0309785 | val_loss: 0.0311216 | Time: 2010.8 ms
[2022-04-12 21:21:18 main:581] : INFO : Epoch 1801 | loss: 0.0309769 | val_loss: 0.0311057 | Time: 2010.72 ms
[2022-04-12 21:21:20 main:581] : INFO : Epoch 1802 | loss: 0.0309815 | val_loss: 0.031114 | Time: 2003.65 ms
[2022-04-12 21:21:22 main:581] : INFO : Epoch 1803 | loss: 0.0309867 | val_loss: 0.0311187 | Time: 2034.28 ms
[2022-04-12 21:21:24 main:581] : INFO : Epoch 1804 | loss: 0.0309953 | val_loss: 0.0311165 | Time: 2014.01 ms
[2022-04-12 21:21:26 main:581] : INFO : Epoch 1805 | loss: 0.0309899 | val_loss: 0.0311235 | Time: 1998.12 ms
[2022-04-12 21:21:28 main:581] : INFO : Epoch 1806 | loss: 0.0309912 | val_loss: 0.0311028 | Time: 1935.62 ms
[2022-04-12 21:21:30 main:581] : INFO : Epoch 1807 | loss: 0.0310645 | val_loss: 0.031105 | Time: 2007.59 ms
[2022-04-12 21:21:32 main:581] : INFO : Epoch 1808 | loss: 0.0310607 | val_loss: 0.0311124 | Time: 1951.88 ms
[2022-04-12 21:21:34 main:581] : INFO : Epoch 1809 | loss: 0.0310543 | val_loss: 0.031102 | Time: 1996.95 ms
[2022-04-12 21:21:36 main:581] : INFO : Epoch 1810 | loss: 0.0310473 | val_loss: 0.0311033 | Time: 1956.02 ms
[2022-04-12 21:21:38 main:581] : INFO : Epoch 1811 | loss: 0.0310374 | val_loss: 0.0310956 | Time: 1964.21 ms
[2022-04-12 21:21:40 main:581] : INFO : Epoch 1812 | loss: 0.0310306 | val_loss: 0.0310977 | Time: 1913.57 ms
[2022-04-12 21:21:42 main:581] : INFO : Epoch 1813 | loss: 0.0310274 | val_loss: 0.0311056 | Time: 2005.59 ms
[2022-04-12 21:21:44 main:581] : INFO : Epoch 1814 | loss: 0.0310251 | val_loss: 0.0311017 | Time: 1940.13 ms
[2022-04-12 21:21:46 main:581] : INFO : Epoch 1815 | loss: 0.0310157 | val_loss: 0.0311009 | Time: 1978.11 ms
[2022-04-12 21:21:48 main:581] : INFO : Epoch 1816 | loss: 0.0310105 | val_loss: 0.0311011 | Time: 1969.18 ms
[2022-04-12 21:21:50 main:581] : INFO : Epoch 1817 | loss: 0.0310033 | val_loss: 0.0311049 | Time: 2009.57 ms
[2022-04-12 21:21:52 main:581] : INFO : Epoch 1818 | loss: 0.0309972 | val_loss: 0.0311076 | Time: 1976.74 ms
[2022-04-12 21:21:54 main:581] : INFO : Epoch 1819 | loss: 0.0309984 | val_loss: 0.0311109 | Time: 2016.91 ms
[2022-04-12 21:21:56 main:581] : INFO : Epoch 1820 | loss: 0.0310135 | val_loss: 0.0311055 | Time: 1982.63 ms
[2022-04-12 21:21:58 main:581] : INFO : Epoch 1821 | loss: 0.0310085 | val_loss: 0.0311089 | Time: 1939.19 ms
[2022-04-12 21:22:00 main:581] : INFO : Epoch 1822 | loss: 0.0310052 | val_loss: 0.0311079 | Time: 1951.8 ms
[2022-04-12 21:22:02 main:581] : INFO : Epoch 1823 | loss: 0.0310114 | val_loss: 0.0310977 | Time: 1974.9 ms
[2022-04-12 21:22:04 main:581] : INFO : Epoch 1824 | loss: 0.0310057 | val_loss: 0.0311005 | Time: 1966.92 ms
[2022-04-12 21:22:06 main:581] : INFO : Epoch 1825 | loss: 0.0309995 | val_loss: 0.0311106 | Time: 1965.82 ms
[2022-04-12 21:22:08 main:581] : INFO : Epoch 1826 | loss: 0.0309935 | val_loss: 0.0311106 | Time: 1988.99 ms
[2022-04-12 21:22:10 main:581] : INFO : Epoch 1827 | loss: 0.0309961 | val_loss: 0.0311072 | Time: 1986.47 ms
[2022-04-12 21:22:12 main:581] : INFO : Epoch 1828 | loss: 0.0309968 | val_loss: 0.0311099 | Time: 2016.58 ms
[2022-04-12 21:22:14 main:581] : INFO : Epoch 1829 | loss: 0.0310023 | val_loss: 0.0311066 | Time: 2009.2 ms
[2022-04-12 21:22:16 main:581] : INFO : Epoch 1830 | loss: 0.0310041 | val_loss: 0.0311045 | Time: 1976.85 ms
[2022-04-12 21:22:17 main:581] : INFO : Epoch 1831 | loss: 0.0309972 | val_loss: 0.0311041 | Time: 1938.28 ms
[2022-04-12 21:22:19 main:581] : INFO : Epoch 1832 | loss: 0.0309901 | val_loss: 0.031105 | Time: 1934.61 ms
[2022-04-12 21:22:21 main:581] : INFO : Epoch 1833 | loss: 0.0309954 | val_loss: 0.0311023 | Time: 1909.6 ms
[2022-04-12 21:22:23 main:581] : INFO : Epoch 1834 | loss: 0.0309891 | val_loss: 0.0311112 | Time: 1973.67 ms
[2022-04-12 21:22:25 main:581] : INFO : Epoch 1835 | loss: 0.0309892 | val_loss: 0.0311005 | Time: 2003.71 ms
[2022-04-12 21:22:27 main:581] : INFO : Epoch 1836 | loss: 0.0309904 | val_loss: 0.03111 | Time: 1921.12 ms
[2022-04-12 21:22:29 main:581] : INFO : Epoch 1837 | loss: 0.0309885 | val_loss: 0.0311086 | Time: 1958.15 ms
[2022-04-12 21:22:31 main:581] : INFO : Epoch 1838 | loss: 0.030986 | val_loss: 0.0311143 | Time: 1992.79 ms
[2022-04-12 21:22:33 main:581] : INFO : Epoch 1839 | loss: 0.0309835 | val_loss: 0.0311267 | Time: 1981.65 ms
[2022-04-12 21:22:35 main:581] : INFO : Epoch 1840 | loss: 0.0309827 | val_loss: 0.0311178 | Time: 1946.35 ms
[2022-04-12 21:22:37 main:581] : INFO : Epoch 1841 | loss: 0.0309901 | val_loss: 0.0311186 | Time: 1977.28 ms
[2022-04-12 21:22:39 main:581] : INFO : Epoch 1842 | loss: 0.0309901 | val_loss: 0.0311085 | Time: 1981.26 ms
[2022-04-12 21:22:41 main:581] : INFO : Epoch 1843 | loss: 0.0309855 | val_loss: 0.0311142 | Time: 1987.56 ms
[2022-04-12 21:22:43 main:581] : INFO : Epoch 1844 | loss: 0.0309789 | val_loss: 0.0311195 | Time: 1954.08 ms
[2022-04-12 21:22:45 main:581] : INFO : Epoch 1845 | loss: 0.0309775 | val_loss: 0.0311117 | Time: 1982.37 ms
[2022-04-12 21:22:47 main:581] : INFO : Epoch 1846 | loss: 0.0309735 | val_loss: 0.0311134 | Time: 1950.25 ms
[2022-04-12 21:22:49 main:581] : INFO : Epoch 1847 | loss: 0.0309725 | val_loss: 0.0311222 | Time: 1971.58 ms
[2022-04-12 21:22:51 main:581] : INFO : Epoch 1848 | loss: 0.0309741 | val_loss: 0.0311217 | Time: 1948.17 ms
[2022-04-12 21:22:53 main:581] : INFO : Epoch 1849 | loss: 0.0309815 | val_loss: 0.0311246 | Time: 1938.42 ms
[2022-04-12 21:22:55 main:581] : INFO : Epoch 1850 | loss: 0.0309827 | val_loss: 0.0311018 | Time: 1974.24 ms
[2022-04-12 21:22:57 main:581] : INFO : Epoch 1851 | loss: 0.0309907 | val_loss: 0.0311149 | Time: 2002.59 ms
[2022-04-12 21:22:59 main:581] : INFO : Epoch 1852 | loss: 0.0309914 | val_loss: 0.0311116 | Time: 1969.69 ms
[2022-04-12 21:23:01 main:581] : INFO : Epoch 1853 | loss: 0.0309943 | val_loss: 0.031112 | Time: 1940.28 ms
[2022-04-12 21:23:03 main:581] : INFO : Epoch 1854 | loss: 0.0309906 | val_loss: 0.031123 | Time: 1972.93 ms
[2022-04-12 21:23:05 main:581] : INFO : Epoch 1855 | loss: 0.0309808 | val_loss: 0.0311242 | Time: 1997.75 ms
[2022-04-12 21:23:07 main:581] : INFO : Epoch 1856 | loss: 0.0309988 | val_loss: 0.0311127 | Time: 1978.23 ms
[2022-04-12 21:23:09 main:581] : INFO : Epoch 1857 | loss: 0.030993 | val_loss: 0.0311201 | Time: 1945.32 ms
[2022-04-12 21:23:11 main:581] : INFO : Epoch 1858 | loss: 0.0309856 | val_loss: 0.031115 | Time: 1992.21 ms
[2022-04-12 21:23:13 main:581] : INFO : Epoch 1859 | loss: 0.0309852 | val_loss: 0.031115 | Time: 2007.85 ms
[2022-04-12 21:23:15 main:581] : INFO : Epoch 1860 | loss: 0.0309918 | val_loss: 0.0311188 | Time: 1966.68 ms
[2022-04-12 21:23:16 main:581] : INFO : Epoch 1861 | loss: 0.0310007 | val_loss: 0.0311076 | Time: 1926.36 ms
[2022-04-12 21:23:18 main:581] : INFO : Epoch 1862 | loss: 0.0309918 | val_loss: 0.0311091 | Time: 1978.4 ms
[2022-04-12 21:23:20 main:581] : INFO : Epoch 1863 | loss: 0.0309901 | val_loss: 0.0311109 | Time: 1913.48 ms
[2022-04-12 21:23:22 main:581] : INFO : Epoch 1864 | loss: 0.0310467 | val_loss: 0.0311191 | Time: 1948.52 ms
[2022-04-12 21:23:24 main:581] : INFO : Epoch 1865 | loss: 0.0310963 | val_loss: 0.0311075 | Time: 2014.1 ms
[2022-04-12 21:23:26 main:581] : INFO : Epoch 1866 | loss: 0.0310809 | val_loss: 0.0310979 | Time: 1936.96 ms
[2022-04-12 21:23:28 main:581] : INFO : Epoch 1867 | loss: 0.0310653 | val_loss: 0.0310982 | Time: 1968.42 ms
[2022-04-12 21:23:30 main:581] : INFO : Epoch 1868 | loss: 0.0310526 | val_loss: 0.0311007 | Time: 1990.11 ms
[2022-04-12 21:23:32 main:581] : INFO : Epoch 1869 | loss: 0.0310571 | val_loss: 0.0311033 | Time: 2005.91 ms
[2022-04-12 21:23:34 main:581] : INFO : Epoch 1870 | loss: 0.0310673 | val_loss: 0.031088 | Time: 2014.81 ms
[2022-04-12 21:23:36 main:581] : INFO : Epoch 1871 | loss: 0.0310495 | val_loss: 0.0310883 | Time: 2002.81 ms
[2022-04-12 21:23:38 main:581] : INFO : Epoch 1872 | loss: 0.0310372 | val_loss: 0.0310938 | Time: 1968.29 ms
[2022-04-12 21:23:40 main:581] : INFO : Epoch 1873 | loss: 0.0310319 | val_loss: 0.0310908 | Time: 1912.57 ms
[2022-04-12 21:23:42 main:581] : INFO : Epoch 1874 | loss: 0.0310253 | val_loss: 0.0310988 | Time: 2015.94 ms
[2022-04-12 21:23:44 main:581] : INFO : Epoch 1875 | loss: 0.0310186 | val_loss: 0.0310991 | Time: 1942.41 ms
[2022-04-12 21:23:46 main:581] : INFO : Epoch 1876 | loss: 0.0310187 | val_loss: 0.0310998 | Time: 1991.37 ms
[2022-04-12 21:23:48 main:581] : INFO : Epoch 1877 | loss: 0.0310131 | val_loss: 0.0311112 | Time: 1981.25 ms
[2022-04-12 21:23:50 main:581] : INFO : Epoch 1878 | loss: 0.0310073 | val_loss: 0.0311233 | Time: 1953.07 ms
[2022-04-12 21:23:52 main:581] : INFO : Epoch 1879 | loss: 0.0310062 | val_loss: 0.0311091 | Time: 1961.1 ms
[2022-04-12 21:23:54 main:581] : INFO : Epoch 1880 | loss: 0.0310014 | val_loss: 0.0311077 | Time: 1976.74 ms
[2022-04-12 21:23:56 main:581] : INFO : Epoch 1881 | loss: 0.0310005 | val_loss: 0.0311104 | Time: 1945.17 ms
[2022-04-12 21:23:58 main:581] : INFO : Epoch 1882 | loss: 0.0310015 | val_loss: 0.031123 | Time: 1943.56 ms
[2022-04-12 21:24:00 main:581] : INFO : Epoch 1883 | loss: 0.0309952 | val_loss: 0.0311176 | Time: 1986.24 ms
[2022-04-12 21:24:02 main:581] : INFO : Epoch 1884 | loss: 0.0309873 | val_loss: 0.0311224 | Time: 1978.16 ms
[2022-04-12 21:24:04 main:581] : INFO : Epoch 1885 | loss: 0.0309883 | val_loss: 0.0311084 | Time: 1971.49 ms
[2022-04-12 21:24:06 main:581] : INFO : Epoch 1886 | loss: 0.0309908 | val_loss: 0.031109 | Time: 1995.05 ms
[2022-04-12 21:24:08 main:581] : INFO : Epoch 1887 | loss: 0.0309943 | val_loss: 0.0311102 | Time: 1976.13 ms
[2022-04-12 21:24:10 main:581] : INFO : Epoch 1888 | loss: 0.0309947 | val_loss: 0.0311108 | Time: 1979.17 ms
[2022-04-12 21:24:12 main:581] : INFO : Epoch 1889 | loss: 0.0309899 | val_loss: 0.0311124 | Time: 1969.18 ms
[2022-04-12 21:24:14 main:581] : INFO : Epoch 1890 | loss: 0.0309906 | val_loss: 0.0311058 | Time: 1940.22 ms
[2022-04-12 21:24:16 main:581] : INFO : Epoch 1891 | loss: 0.0309921 | val_loss: 0.031108 | Time: 2000.7 ms
[2022-04-12 21:24:18 main:581] : INFO : Epoch 1892 | loss: 0.0309948 | val_loss: 0.0311072 | Time: 1944.53 ms
[2022-04-12 21:24:20 main:581] : INFO : Epoch 1893 | loss: 0.0309935 | val_loss: 0.0311203 | Time: 1982 ms
[2022-04-12 21:24:22 main:581] : INFO : Epoch 1894 | loss: 0.0309909 | val_loss: 0.0311179 | Time: 1944.67 ms
[2022-04-12 21:24:23 main:581] : INFO : Epoch 1895 | loss: 0.0309885 | val_loss: 0.0311184 | Time: 1963.99 ms
[2022-04-12 21:24:25 main:581] : INFO : Epoch 1896 | loss: 0.0309904 | val_loss: 0.0311183 | Time: 2003.85 ms
[2022-04-12 21:24:27 main:581] : INFO : Epoch 1897 | loss: 0.0309903 | val_loss: 0.0311062 | Time: 2013.66 ms
[2022-04-12 21:24:29 main:581] : INFO : Epoch 1898 | loss: 0.0309859 | val_loss: 0.0311175 | Time: 1971.92 ms
[2022-04-12 21:24:31 main:581] : INFO : Epoch 1899 | loss: 0.0309874 | val_loss: 0.031123 | Time: 1987.04 ms
[2022-04-12 21:24:33 main:581] : INFO : Epoch 1900 | loss: 0.0309766 | val_loss: 0.0311047 | Time: 1949.7 ms
[2022-04-12 21:24:35 main:581] : INFO : Epoch 1901 | loss: 0.030983 | val_loss: 0.0311114 | Time: 2003.56 ms
[2022-04-12 21:24:37 main:581] : INFO : Epoch 1902 | loss: 0.0309813 | val_loss: 0.0311162 | Time: 1970.38 ms
[2022-04-12 21:24:39 main:581] : INFO : Epoch 1903 | loss: 0.0309798 | val_loss: 0.0311041 | Time: 1946.23 ms
[2022-04-12 21:24:41 main:581] : INFO : Epoch 1904 | loss: 0.0309838 | val_loss: 0.0311143 | Time: 1988.96 ms
[2022-04-12 21:24:43 main:581] : INFO : Epoch 1905 | loss: 0.030989 | val_loss: 0.0311385 | Time: 2019.49 ms
[2022-04-12 21:24:45 main:581] : INFO : Epoch 1906 | loss: 0.030985 | val_loss: 0.0311134 | Time: 1979.5 ms
[2022-04-12 21:24:47 main:581] : INFO : Epoch 1907 | loss: 0.0309812 | val_loss: 0.0311221 | Time: 1993.13 ms
[2022-04-12 21:24:49 main:581] : INFO : Epoch 1908 | loss: 0.031001 | val_loss: 0.0311101 | Time: 2005.65 ms
[2022-04-12 21:24:51 main:581] : INFO : Epoch 1909 | loss: 0.031 | val_loss: 0.0311155 | Time: 1937.31 ms
[2022-04-12 21:24:53 main:581] : INFO : Epoch 1910 | loss: 0.0310167 | val_loss: 0.0311064 | Time: 1946.23 ms
[2022-04-12 21:24:55 main:581] : INFO : Epoch 1911 | loss: 0.0310287 | val_loss: 0.0310977 | Time: 1994.04 ms
[2022-04-12 21:24:57 main:581] : INFO : Epoch 1912 | loss: 0.0310156 | val_loss: 0.031105 | Time: 1968.66 ms
[2022-04-12 21:24:59 main:581] : INFO : Epoch 1913 | loss: 0.0310036 | val_loss: 0.0311088 | Time: 1910.12 ms
[2022-04-12 21:25:01 main:581] : INFO : Epoch 1914 | loss: 0.0309961 | val_loss: 0.031115 | Time: 1961.71 ms
[2022-04-12 21:25:03 main:581] : INFO : Epoch 1915 | loss: 0.0309937 | val_loss: 0.031116 | Time: 1950.87 ms
[2022-04-12 21:25:05 main:581] : INFO : Epoch 1916 | loss: 0.0309881 | val_loss: 0.031101 | Time: 1992.89 ms
[2022-04-12 21:25:07 main:581] : INFO : Epoch 1917 | loss: 0.0309976 | val_loss: 0.0311045 | Time: 1946.74 ms
[2022-04-12 21:25:09 main:581] : INFO : Epoch 1918 | loss: 0.0309957 | val_loss: 0.0311014 | Time: 1990.07 ms
[2022-04-12 21:25:11 main:581] : INFO : Epoch 1919 | loss: 0.0309853 | val_loss: 0.0311097 | Time: 1983.15 ms
[2022-04-12 21:25:13 main:581] : INFO : Epoch 1920 | loss: 0.0309843 | val_loss: 0.0311155 | Time: 1978.29 ms
[2022-04-12 21:25:15 main:581] : INFO : Epoch 1921 | loss: 0.0309779 | val_loss: 0.0311254 | Time: 1950.85 ms
[2022-04-12 21:25:17 main:581] : INFO : Epoch 1922 | loss: 0.0309756 | val_loss: 0.0311259 | Time: 2009.53 ms
[2022-04-12 21:25:19 main:581] : INFO : Epoch 1923 | loss: 0.0309723 | val_loss: 0.0311124 | Time: 1964.64 ms
[2022-04-12 21:25:21 main:581] : INFO : Epoch 1924 | loss: 0.0309698 | val_loss: 0.0311066 | Time: 1993.25 ms
[2022-04-12 21:25:23 main:581] : INFO : Epoch 1925 | loss: 0.0309718 | val_loss: 0.0311214 | Time: 1990.61 ms
[2022-04-12 21:25:25 main:581] : INFO : Epoch 1926 | loss: 0.0309782 | val_loss: 0.0311243 | Time: 1954.67 ms
[2022-04-12 21:25:27 main:581] : INFO : Epoch 1927 | loss: 0.0309798 | val_loss: 0.0311284 | Time: 2022.11 ms
[2022-04-12 21:25:29 main:581] : INFO : Epoch 1928 | loss: 0.0309788 | val_loss: 0.0311169 | Time: 1925.67 ms
[2022-04-12 21:25:31 main:581] : INFO : Epoch 1929 | loss: 0.0309798 | val_loss: 0.0311158 | Time: 1972.49 ms
[2022-04-12 21:25:33 main:581] : INFO : Epoch 1930 | loss: 0.0310037 | val_loss: 0.0311018 | Time: 1963.83 ms
[2022-04-12 21:25:35 main:581] : INFO : Epoch 1931 | loss: 0.0310137 | val_loss: 0.0311093 | Time: 1983.08 ms
[2022-04-12 21:25:37 main:581] : INFO : Epoch 1932 | loss: 0.0310322 | val_loss: 0.0311059 | Time: 1984.12 ms
[2022-04-12 21:25:39 main:581] : INFO : Epoch 1933 | loss: 0.0310226 | val_loss: 0.031112 | Time: 1978.73 ms
[2022-04-12 21:25:41 main:581] : INFO : Epoch 1934 | loss: 0.0310047 | val_loss: 0.0311025 | Time: 1991.32 ms
[2022-04-12 21:25:43 main:581] : INFO : Epoch 1935 | loss: 0.0309955 | val_loss: 0.031099 | Time: 2007.31 ms
[2022-04-12 21:25:45 main:581] : INFO : Epoch 1936 | loss: 0.030989 | val_loss: 0.0311103 | Time: 1967.91 ms
[2022-04-12 21:25:47 main:581] : INFO : Epoch 1937 | loss: 0.0309811 | val_loss: 0.0311234 | Time: 2002.09 ms
[2022-04-12 21:25:49 main:581] : INFO : Epoch 1938 | loss: 0.030975 | val_loss: 0.0311064 | Time: 2014.5 ms
[2022-04-12 21:25:51 main:581] : INFO : Epoch 1939 | loss: 0.0309703 | val_loss: 0.0311137 | Time: 1969.63 ms
[2022-04-12 21:25:53 main:581] : INFO : Epoch 1940 | loss: 0.0309677 | val_loss: 0.0311143 | Time: 1981.48 ms
[2022-04-12 21:25:55 main:581] : INFO : Epoch 1941 | loss: 0.0309714 | val_loss: 0.0311206 | Time: 2006.42 ms
[2022-04-12 21:25:56 main:581] : INFO : Epoch 1942 | loss: 0.0309703 | val_loss: 0.0311117 | Time: 1942.12 ms
[2022-04-12 21:25:58 main:581] : INFO : Epoch 1943 | loss: 0.0309732 | val_loss: 0.0311097 | Time: 1988.46 ms
[2022-04-12 21:26:00 main:581] : INFO : Epoch 1944 | loss: 0.0309723 | val_loss: 0.0311124 | Time: 1992.94 ms
[2022-04-12 21:26:02 main:581] : INFO : Epoch 1945 | loss: 0.0309707 | val_loss: 0.0311171 | Time: 1935.64 ms
[2022-04-12 21:26:04 main:581] : INFO : Epoch 1946 | loss: 0.0309689 | val_loss: 0.0311121 | Time: 1999.18 ms
[2022-04-12 21:26:06 main:581] : INFO : Epoch 1947 | loss: 0.0309677 | val_loss: 0.0311238 | Time: 1967.56 ms
[2022-04-12 21:26:08 main:581] : INFO : Epoch 1948 | loss: 0.0309722 | val_loss: 0.0311106 | Time: 1955.78 ms
[2022-04-12 21:26:10 main:581] : INFO : Epoch 1949 | loss: 0.0309738 | val_loss: 0.031123 | Time: 1948.52 ms
[2022-04-12 21:26:12 main:581] : INFO : Epoch 1950 | loss: 0.0310045 | val_loss: 0.0311016 | Time: 1970.93 ms
[2022-04-12 21:26:14 main:581] : INFO : Epoch 1951 | loss: 0.0310083 | val_loss: 0.0311043 | Time: 1985.19 ms
[2022-04-12 21:26:16 main:581] : INFO : Epoch 1952 | loss: 0.0309965 | val_loss: 0.0311127 | Time: 1937.64 ms
[2022-04-12 21:26:18 main:581] : INFO : Epoch 1953 | loss: 0.0310007 | val_loss: 0.0311188 | Time: 1953.95 ms
[2022-04-12 21:26:20 main:581] : INFO : Epoch 1954 | loss: 0.0309896 | val_loss: 0.0311049 | Time: 1959.81 ms
[2022-04-12 21:26:22 main:581] : INFO : Epoch 1955 | loss: 0.0309815 | val_loss: 0.0311168 | Time: 1977.72 ms
[2022-04-12 21:26:24 main:581] : INFO : Epoch 1956 | loss: 0.0309777 | val_loss: 0.0311094 | Time: 1955.32 ms
[2022-04-12 21:26:26 main:581] : INFO : Epoch 1957 | loss: 0.030975 | val_loss: 0.0311179 | Time: 1943.87 ms
[2022-04-12 21:26:28 main:581] : INFO : Epoch 1958 | loss: 0.0309743 | val_loss: 0.0311147 | Time: 1960.94 ms
[2022-04-12 21:26:30 main:581] : INFO : Epoch 1959 | loss: 0.0309718 | val_loss: 0.0311205 | Time: 1985.1 ms
[2022-04-12 21:26:32 main:581] : INFO : Epoch 1960 | loss: 0.0309736 | val_loss: 0.0311227 | Time: 1961.89 ms
[2022-04-12 21:26:34 main:581] : INFO : Epoch 1961 | loss: 0.0309714 | val_loss: 0.0311119 | Time: 1982.78 ms
[2022-04-12 21:26:36 main:581] : INFO : Epoch 1962 | loss: 0.0309732 | val_loss: 0.0311022 | Time: 1982.98 ms
[2022-04-12 21:26:38 main:581] : INFO : Epoch 1963 | loss: 0.0309943 | val_loss: 0.0311117 | Time: 1988.04 ms
[2022-04-12 21:26:40 main:581] : INFO : Epoch 1964 | loss: 0.0309967 | val_loss: 0.0311168 | Time: 2006.79 ms
[2022-04-12 21:26:42 main:581] : INFO : Epoch 1965 | loss: 0.030989 | val_loss: 0.0311155 | Time: 2020.29 ms
[2022-04-12 21:26:44 main:581] : INFO : Epoch 1966 | loss: 0.030981 | val_loss: 0.0311176 | Time: 1988.16 ms
[2022-04-12 21:26:46 main:581] : INFO : Epoch 1967 | loss: 0.0309736 | val_loss: 0.0311178 | Time: 1939.68 ms
[2022-04-12 21:26:48 main:581] : INFO : Epoch 1968 | loss: 0.0309705 | val_loss: 0.0311117 | Time: 1951.14 ms
[2022-04-12 21:26:50 main:581] : INFO : Epoch 1969 | loss: 0.0309721 | val_loss: 0.0311169 | Time: 1962.53 ms
[2022-04-12 21:26:52 main:581] : INFO : Epoch 1970 | loss: 0.0309743 | val_loss: 0.0311122 | Time: 1985.22 ms
[2022-04-12 21:26:54 main:581] : INFO : Epoch 1971 | loss: 0.0309743 | val_loss: 0.0311263 | Time: 1949.07 ms
[2022-04-12 21:26:56 main:581] : INFO : Epoch 1972 | loss: 0.0309887 | val_loss: 0.0311173 | Time: 1996.53 ms
[2022-04-12 21:26:58 main:581] : INFO : Epoch 1973 | loss: 0.0310168 | val_loss: 0.0311318 | Time: 1934.16 ms
[2022-04-12 21:27:00 main:581] : INFO : Epoch 1974 | loss: 0.0310147 | val_loss: 0.0311161 | Time: 1981.19 ms
[2022-04-12 21:27:02 main:581] : INFO : Epoch 1975 | loss: 0.0310014 | val_loss: 0.0311248 | Time: 1982.22 ms
[2022-04-12 21:27:04 main:581] : INFO : Epoch 1976 | loss: 0.0309884 | val_loss: 0.031118 | Time: 2004.73 ms
[2022-04-12 21:27:05 main:581] : INFO : Epoch 1977 | loss: 0.0309836 | val_loss: 0.0311252 | Time: 1935.22 ms
[2022-04-12 21:27:07 main:581] : INFO : Epoch 1978 | loss: 0.0309803 | val_loss: 0.031128 | Time: 1989.47 ms
[2022-04-12 21:27:09 main:581] : INFO : Epoch 1979 | loss: 0.0310196 | val_loss: 0.0311151 | Time: 1983.82 ms
[2022-04-12 21:27:11 main:581] : INFO : Epoch 1980 | loss: 0.0310897 | val_loss: 0.0311084 | Time: 1991.46 ms
[2022-04-12 21:27:13 main:581] : INFO : Epoch 1981 | loss: 0.0310774 | val_loss: 0.0311012 | Time: 1948.79 ms
[2022-04-12 21:27:15 main:581] : INFO : Epoch 1982 | loss: 0.0310624 | val_loss: 0.0310877 | Time: 1961.18 ms
[2022-04-12 21:27:17 main:581] : INFO : Epoch 1983 | loss: 0.0310478 | val_loss: 0.0310916 | Time: 1991.46 ms
[2022-04-12 21:27:19 main:581] : INFO : Epoch 1984 | loss: 0.0310368 | val_loss: 0.0310937 | Time: 1994.23 ms
[2022-04-12 21:27:21 main:581] : INFO : Epoch 1985 | loss: 0.031027 | val_loss: 0.031094 | Time: 1985.02 ms
[2022-04-12 21:27:23 main:581] : INFO : Epoch 1986 | loss: 0.0310188 | val_loss: 0.0310892 | Time: 1999.06 ms
[2022-04-12 21:27:25 main:581] : INFO : Epoch 1987 | loss: 0.0310156 | val_loss: 0.0310878 | Time: 2008.05 ms
[2022-04-12 21:27:27 main:581] : INFO : Epoch 1988 | loss: 0.031007 | val_loss: 0.0310883 | Time: 1987.71 ms
[2022-04-12 21:27:29 main:581] : INFO : Epoch 1989 | loss: 0.0310044 | val_loss: 0.0310909 | Time: 1945.22 ms
[2022-04-12 21:27:31 main:581] : INFO : Epoch 1990 | loss: 0.0310035 | val_loss: 0.0311077 | Time: 2029.98 ms
[2022-04-12 21:27:33 main:581] : INFO : Epoch 1991 | loss: 0.0310025 | val_loss: 0.0311224 | Time: 1972.38 ms
[2022-04-12 21:27:35 main:581] : INFO : Epoch 1992 | loss: 0.0310034 | val_loss: 0.0311149 | Time: 2006.95 ms
[2022-04-12 21:27:37 main:581] : INFO : Epoch 1993 | loss: 0.0310017 | val_loss: 0.0311038 | Time: 2039.53 ms
[2022-04-12 21:27:39 main:581] : INFO : Epoch 1994 | loss: 0.0310055 | val_loss: 0.0311043 | Time: 2017.63 ms
[2022-04-12 21:27:41 main:581] : INFO : Epoch 1995 | loss: 0.0310045 | val_loss: 0.0311121 | Time: 1999.29 ms
[2022-04-12 21:27:43 main:581] : INFO : Epoch 1996 | loss: 0.0309983 | val_loss: 0.0311183 | Time: 1935.69 ms
[2022-04-12 21:27:45 main:581] : INFO : Epoch 1997 | loss: 0.0309894 | val_loss: 0.0311113 | Time: 1978.35 ms
[2022-04-12 21:27:47 main:581] : INFO : Epoch 1998 | loss: 0.0309866 | val_loss: 0.0311181 | Time: 2005.05 ms
[2022-04-12 21:27:49 main:581] : INFO : Epoch 1999 | loss: 0.0309874 | val_loss: 0.0311042 | Time: 2001.99 ms
[2022-04-12 21:27:51 main:581] : INFO : Epoch 2000 | loss: 0.0309878 | val_loss: 0.0311091 | Time: 1961.62 ms
[2022-04-12 21:27:53 main:581] : INFO : Epoch 2001 | loss: 0.0309836 | val_loss: 0.0311082 | Time: 1956.63 ms
[2022-04-12 21:27:55 main:581] : INFO : Epoch 2002 | loss: 0.0309805 | val_loss: 0.031112 | Time: 1940.75 ms
[2022-04-12 21:27:57 main:581] : INFO : Epoch 2003 | loss: 0.0309789 | val_loss: 0.0311064 | Time: 2013.36 ms
[2022-04-12 21:27:59 main:581] : INFO : Epoch 2004 | loss: 0.0309914 | val_loss: 0.0311234 | Time: 1966.5 ms
[2022-04-12 21:28:01 main:581] : INFO : Epoch 2005 | loss: 0.0309915 | val_loss: 0.0311055 | Time: 2030.41 ms
[2022-04-12 21:28:03 main:581] : INFO : Epoch 2006 | loss: 0.0309938 | val_loss: 0.0311101 | Time: 1989.38 ms
[2022-04-12 21:28:05 main:581] : INFO : Epoch 2007 | loss: 0.0309887 | val_loss: 0.0311013 | Time: 1999.99 ms
[2022-04-12 21:28:07 main:581] : INFO : Epoch 2008 | loss: 0.0309822 | val_loss: 0.0311197 | Time: 1957.56 ms
[2022-04-12 21:28:09 main:581] : INFO : Epoch 2009 | loss: 0.0309753 | val_loss: 0.0311086 | Time: 1994.33 ms
[2022-04-12 21:28:11 main:581] : INFO : Epoch 2010 | loss: 0.0309846 | val_loss: 0.0311111 | Time: 1975.56 ms
[2022-04-12 21:28:13 main:581] : INFO : Epoch 2011 | loss: 0.0309886 | val_loss: 0.0311097 | Time: 1991.48 ms
[2022-04-12 21:28:15 main:581] : INFO : Epoch 2012 | loss: 0.0309845 | val_loss: 0.0311236 | Time: 2036.09 ms
[2022-04-12 21:28:17 main:581] : INFO : Epoch 2013 | loss: 0.030987 | val_loss: 0.031126 | Time: 2017.65 ms
[2022-04-12 21:28:19 main:581] : INFO : Epoch 2014 | loss: 0.030986 | val_loss: 0.0311094 | Time: 1944.87 ms
[2022-04-12 21:28:21 main:581] : INFO : Epoch 2015 | loss: 0.030982 | val_loss: 0.0311238 | Time: 2005.53 ms
[2022-04-12 21:28:23 main:581] : INFO : Epoch 2016 | loss: 0.030988 | val_loss: 0.0311212 | Time: 2005.58 ms
[2022-04-12 21:28:25 main:581] : INFO : Epoch 2017 | loss: 0.0309798 | val_loss: 0.0311218 | Time: 1997.53 ms
[2022-04-12 21:28:27 main:581] : INFO : Epoch 2018 | loss: 0.0309856 | val_loss: 0.0311216 | Time: 1937.06 ms
[2022-04-12 21:28:29 main:581] : INFO : Epoch 2019 | loss: 0.030989 | val_loss: 0.0311112 | Time: 1981.55 ms
[2022-04-12 21:28:31 main:581] : INFO : Epoch 2020 | loss: 0.0309913 | val_loss: 0.0311464 | Time: 1969.67 ms
[2022-04-12 21:28:33 main:581] : INFO : Epoch 2021 | loss: 0.0309928 | val_loss: 0.0311375 | Time: 2017.49 ms
[2022-04-12 21:28:35 main:581] : INFO : Epoch 2022 | loss: 0.0309796 | val_loss: 0.0311181 | Time: 1981.42 ms
[2022-04-12 21:28:37 main:581] : INFO : Epoch 2023 | loss: 0.0309915 | val_loss: 0.0311137 | Time: 1958.68 ms
[2022-04-12 21:28:39 main:581] : INFO : Epoch 2024 | loss: 0.0310083 | val_loss: 0.0311246 | Time: 2000.47 ms
[2022-04-12 21:28:41 main:581] : INFO : Epoch 2025 | loss: 0.0310593 | val_loss: 0.0311037 | Time: 1964.17 ms
[2022-04-12 21:28:43 main:581] : INFO : Epoch 2026 | loss: 0.0310459 | val_loss: 0.0311101 | Time: 1987.39 ms
[2022-04-12 21:28:45 main:581] : INFO : Epoch 2027 | loss: 0.0310339 | val_loss: 0.0311044 | Time: 1984.92 ms
[2022-04-12 21:28:47 main:581] : INFO : Epoch 2028 | loss: 0.0310169 | val_loss: 0.0311112 | Time: 1912.59 ms
[2022-04-12 21:28:49 main:581] : INFO : Epoch 2029 | loss: 0.0310054 | val_loss: 0.0311042 | Time: 1979.29 ms
[2022-04-12 21:28:51 main:581] : INFO : Epoch 2030 | loss: 0.0310007 | val_loss: 0.0311077 | Time: 2012.26 ms
[2022-04-12 21:28:53 main:581] : INFO : Epoch 2031 | loss: 0.0310089 | val_loss: 0.0310988 | Time: 1993.57 ms
[2022-04-12 21:28:55 main:581] : INFO : Epoch 2032 | loss: 0.0310054 | val_loss: 0.0311017 | Time: 1944.17 ms
[2022-04-12 21:28:57 main:581] : INFO : Epoch 2033 | loss: 0.0309973 | val_loss: 0.0310982 | Time: 1982.14 ms
[2022-04-12 21:28:59 main:581] : INFO : Epoch 2034 | loss: 0.0309914 | val_loss: 0.0311019 | Time: 1920.13 ms
[2022-04-12 21:29:01 main:581] : INFO : Epoch 2035 | loss: 0.0309889 | val_loss: 0.0311022 | Time: 1948.12 ms
[2022-04-12 21:29:02 main:581] : INFO : Epoch 2036 | loss: 0.0309825 | val_loss: 0.0311031 | Time: 1971.47 ms
[2022-04-12 21:29:04 main:581] : INFO : Epoch 2037 | loss: 0.0309867 | val_loss: 0.0311094 | Time: 1984.33 ms
[2022-04-12 21:29:06 main:581] : INFO : Epoch 2038 | loss: 0.0309841 | val_loss: 0.0311079 | Time: 1978.02 ms
[2022-04-12 21:29:08 main:581] : INFO : Epoch 2039 | loss: 0.0309842 | val_loss: 0.0310999 | Time: 2012.24 ms
[2022-04-12 21:29:10 main:581] : INFO : Epoch 2040 | loss: 0.0309784 | val_loss: 0.0311088 | Time: 1955.6 ms
[2022-04-12 21:29:12 main:581] : INFO : Epoch 2041 | loss: 0.0309779 | val_loss: 0.0311033 | Time: 1996.81 ms
[2022-04-12 21:29:14 main:581] : INFO : Epoch 2042 | loss: 0.0309739 | val_loss: 0.0311053 | Time: 1996.03 ms
[2022-04-12 21:29:16 main:581] : INFO : Epoch 2043 | loss: 0.0309811 | val_loss: 0.031108 | Time: 2005.14 ms
[2022-04-12 21:29:18 main:581] : INFO : Epoch 2044 | loss: 0.0309784 | val_loss: 0.0311033 | Time: 2004.92 ms
[2022-04-12 21:29:20 main:581] : INFO : Epoch 2045 | loss: 0.0309776 | val_loss: 0.0311137 | Time: 1996.87 ms
[2022-04-12 21:29:22 main:581] : INFO : Epoch 2046 | loss: 0.0309788 | val_loss: 0.0311132 | Time: 1992.64 ms
[2022-04-12 21:29:24 main:581] : INFO : Epoch 2047 | loss: 0.0309773 | val_loss: 0.031106 | Time: 1969.16 ms
[2022-04-12 21:29:26 main:581] : INFO : Epoch 2048 | loss: 0.030978 | val_loss: 0.0311188 | Time: 1940.37 ms
[2022-04-12 21:29:26 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311188
[2022-04-12 21:29:26 main:610] : INFO : Saving end state to config to file
[2022-04-12 21:29:26 main:615] : INFO : Success, exiting..
21:29:26 (291126): 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)