Task 5133542
| Name | ParityModified-1619579127-18747-0_1 |
| Workunit | 3061662 |
| Created | 2 May 2021, 22:29:08 UTC |
| Sent | 2 May 2021, 23:31:32 UTC |
| Report deadline | 10 May 2021, 23:31:32 UTC |
| Received | 3 May 2021, 5:23:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 8 min 3 sec |
| CPU time | 1 hours 7 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> .08 ms [2021-05-03 01:05:54 main:581] : INFO : Epoch 1538 | loss: 0.0311406 | val_loss: 0.0311983 | Time: 2014.04 ms [2021-05-03 01:05:56 main:581] : INFO : Epoch 1539 | loss: 0.0311465 | val_loss: 0.031202 | Time: 2013.99 ms [2021-05-03 01:05:58 main:581] : INFO : Epoch 1540 | loss: 0.0311615 | val_loss: 0.0311892 | Time: 1890.86 ms [2021-05-03 01:06:00 main:581] : INFO : Epoch 1541 | loss: 0.0311555 | val_loss: 0.031195 | Time: 1996.09 ms [2021-05-03 01:06:02 main:581] : INFO : Epoch 1542 | loss: 0.0311465 | val_loss: 0.0312001 | Time: 1952.23 ms [2021-05-03 01:06:04 main:581] : INFO : Epoch 1543 | loss: 0.0311417 | val_loss: 0.0312068 | Time: 1962.32 ms [2021-05-03 01:06:06 main:581] : INFO : Epoch 1544 | loss: 0.0311384 | val_loss: 0.0312063 | Time: 2035.34 ms [2021-05-03 01:06:08 main:581] : INFO : Epoch 1545 | loss: 0.0311377 | val_loss: 0.031215 | Time: 2077.14 ms [2021-05-03 01:06:10 main:581] : INFO : Epoch 1546 | loss: 0.0311337 | val_loss: 0.0312053 | Time: 1962.01 ms [2021-05-03 01:06:12 main:581] : INFO : Epoch 1547 | loss: 0.0311342 | val_loss: 0.031211 | Time: 1973.65 ms [2021-05-03 01:06:14 main:581] : INFO : Epoch 1548 | loss: 0.0311421 | val_loss: 0.03119 | Time: 1992.08 ms [2021-05-03 01:06:16 main:581] : INFO : Epoch 1549 | loss: 0.0311638 | val_loss: 0.031191 | Time: 1980.03 ms [2021-05-03 01:06:18 main:581] : INFO : Epoch 1550 | loss: 0.0311572 | val_loss: 0.0311947 | Time: 1938.45 ms [2021-05-03 01:06:20 main:581] : INFO : Epoch 1551 | loss: 0.031151 | val_loss: 0.0311951 | Time: 2022.15 ms [2021-05-03 01:06:22 main:581] : INFO : Epoch 1552 | loss: 0.0311455 | val_loss: 0.0312091 | Time: 1975.04 ms [2021-05-03 01:06:24 main:581] : INFO : Epoch 1553 | loss: 0.0311402 | val_loss: 0.0312012 | Time: 2018.7 ms [2021-05-03 01:06:26 main:581] : INFO : Epoch 1554 | loss: 0.0311347 | val_loss: 0.0312082 | Time: 2064.38 ms [2021-05-03 01:06:28 main:581] : INFO : Epoch 1555 | loss: 0.0311345 | val_loss: 0.0312062 | Time: 2037.92 ms [2021-05-03 01:06:30 main:581] : INFO : Epoch 1556 | loss: 0.0311368 | val_loss: 0.0312039 | Time: 2027.92 ms [2021-05-03 01:06:32 main:581] : INFO : Epoch 1557 | loss: 0.0311384 | val_loss: 0.031205 | Time: 1981.5 ms [2021-05-03 01:06:34 main:581] : INFO : Epoch 1558 | loss: 0.0311331 | val_loss: 0.0312063 | Time: 1907.88 ms [2021-05-03 01:06:36 main:581] : INFO : Epoch 1559 | loss: 0.0311304 | val_loss: 0.0312085 | Time: 1952.67 ms [2021-05-03 01:06:38 main:581] : INFO : Epoch 1560 | loss: 0.0311318 | val_loss: 0.0312056 | Time: 2037.2 ms [2021-05-03 01:06:40 main:581] : INFO : Epoch 1561 | loss: 0.0311389 | val_loss: 0.0312027 | Time: 1993.51 ms [2021-05-03 01:06:42 main:581] : INFO : Epoch 1562 | loss: 0.0311373 | val_loss: 0.0312148 | Time: 1974.74 ms [2021-05-03 01:06:44 main:581] : INFO : Epoch 1563 | loss: 0.0311316 | val_loss: 0.0312022 | Time: 1963.34 ms [2021-05-03 01:06:46 main:581] : INFO : Epoch 1564 | loss: 0.0311346 | val_loss: 0.0312031 | Time: 1876.57 ms [2021-05-03 01:06:48 main:581] : INFO : Epoch 1565 | loss: 0.0311357 | val_loss: 0.0311992 | Time: 1981.17 ms [2021-05-03 01:06:50 main:581] : INFO : Epoch 1566 | loss: 0.0311324 | val_loss: 0.0312123 | Time: 1980.52 ms [2021-05-03 01:06:52 main:581] : INFO : Epoch 1567 | loss: 0.0311302 | val_loss: 0.0312137 | Time: 1958.92 ms [2021-05-03 01:06:54 main:581] : INFO : Epoch 1568 | loss: 0.0311339 | val_loss: 0.031206 | Time: 2031.28 ms [2021-05-03 01:06:56 main:581] : INFO : Epoch 1569 | loss: 0.0311338 | val_loss: 0.0312136 | Time: 1966.65 ms [2021-05-03 01:06:58 main:581] : INFO : Epoch 1570 | loss: 0.0311338 | val_loss: 0.0312193 | Time: 2043.51 ms [2021-05-03 01:07:00 main:581] : INFO : Epoch 1571 | loss: 0.0311393 | val_loss: 0.0312074 | Time: 2046.4 ms [2021-05-03 01:07:02 main:581] : INFO : Epoch 1572 | loss: 0.0311455 | val_loss: 0.0312073 | Time: 1964.49 ms [2021-05-03 01:07:04 main:581] : INFO : Epoch 1573 | loss: 0.0311412 | val_loss: 0.0312001 | Time: 2020.87 ms [2021-05-03 01:07:06 main:581] : INFO : Epoch 1574 | loss: 0.0311433 | val_loss: 0.031212 | Time: 2016.39 ms [2021-05-03 01:07:08 main:581] : INFO : Epoch 1575 | loss: 0.0311422 | val_loss: 0.0312034 | Time: 2007.26 ms [2021-05-03 01:07:10 main:581] : INFO : Epoch 1576 | loss: 0.0311359 | val_loss: 0.0311976 | Time: 2027.61 ms [2021-05-03 01:07:12 main:581] : INFO : Epoch 1577 | loss: 0.0311368 | val_loss: 0.0312111 | Time: 1961.45 ms [2021-05-03 01:07:14 main:581] : INFO : Epoch 1578 | loss: 0.0311314 | val_loss: 0.0312191 | Time: 1998.9 ms [2021-05-03 01:07:16 main:581] : INFO : Epoch 1579 | loss: 0.0311334 | val_loss: 0.0312032 | Time: 1901.93 ms [2021-05-03 01:07:18 main:581] : INFO : Epoch 1580 | loss: 0.0311362 | val_loss: 0.031211 | Time: 2005.52 ms [2021-05-03 01:07:20 main:581] : INFO : Epoch 1581 | loss: 0.0311363 | val_loss: 0.0312128 | Time: 1919.99 ms [2021-05-03 01:07:22 main:581] : INFO : Epoch 1582 | loss: 0.0311374 | val_loss: 0.0312112 | Time: 1949.98 ms [2021-05-03 01:07:24 main:581] : INFO : Epoch 1583 | loss: 0.0311372 | val_loss: 0.031229 | Time: 1969.94 ms [2021-05-03 01:07:26 main:581] : INFO : Epoch 1584 | loss: 0.0311339 | val_loss: 0.0312099 | Time: 1882.42 ms [2021-05-03 01:07:27 main:581] : INFO : Epoch 1585 | loss: 0.0311334 | val_loss: 0.031207 | Time: 1842.7 ms [2021-05-03 01:07:29 main:581] : INFO : Epoch 1586 | loss: 0.031143 | val_loss: 0.0312019 | Time: 1985.12 ms [2021-05-03 01:07:31 main:581] : INFO : Epoch 1587 | loss: 0.0311534 | val_loss: 0.0312041 | Time: 2004.84 ms [2021-05-03 01:07:33 main:581] : INFO : Epoch 1588 | loss: 0.0311482 | val_loss: 0.0311991 | Time: 1961.94 ms [2021-05-03 01:07:35 main:581] : INFO : Epoch 1589 | loss: 0.031138 | val_loss: 0.0312077 | Time: 2019.24 ms [2021-05-03 01:07:37 main:581] : INFO : Epoch 1590 | loss: 0.0311386 | val_loss: 0.0312096 | Time: 1978.82 ms [2021-05-03 01:07:39 main:581] : INFO : Epoch 1591 | loss: 0.0311359 | val_loss: 0.0312126 | Time: 2013.52 ms [2021-05-03 01:07:41 main:581] : INFO : Epoch 1592 | loss: 0.0311342 | val_loss: 0.0312116 | Time: 1964.38 ms [2021-05-03 01:07:43 main:581] : INFO : Epoch 1593 | loss: 0.0311353 | val_loss: 0.0312118 | Time: 1980.88 ms [2021-05-03 01:07:45 main:581] : INFO : Epoch 1594 | loss: 0.0311303 | val_loss: 0.031208 | Time: 1972.03 ms [2021-05-03 01:07:47 main:581] : INFO : Epoch 1595 | loss: 0.0311344 | val_loss: 0.0312073 | Time: 1962.66 ms [2021-05-03 01:07:49 main:581] : INFO : Epoch 1596 | loss: 0.0311357 | val_loss: 0.0312077 | Time: 1955.49 ms [2021-05-03 01:07:51 main:581] : INFO : Epoch 1597 | loss: 0.0311307 | val_loss: 0.0312079 | Time: 2001.28 ms [2021-05-03 01:07:53 main:581] : INFO : Epoch 1598 | loss: 0.0311395 | val_loss: 0.0311981 | Time: 2021.84 ms [2021-05-03 01:07:55 main:581] : INFO : Epoch 1599 | loss: 0.0311376 | val_loss: 0.0312097 | Time: 2006.92 ms [2021-05-03 01:07:57 main:581] : INFO : Epoch 1600 | loss: 0.0311391 | val_loss: 0.0312155 | Time: 1999.28 ms [2021-05-03 01:07:59 main:581] : INFO : Epoch 1601 | loss: 0.0311339 | val_loss: 0.0312079 | Time: 2018.09 ms [2021-05-03 01:08:01 main:581] : INFO : Epoch 1602 | loss: 0.031137 | val_loss: 0.0312073 | Time: 1963.27 ms [2021-05-03 01:08:03 main:581] : INFO : Epoch 1603 | loss: 0.0311346 | val_loss: 0.031208 | Time: 1961.38 ms [2021-05-03 01:08:05 main:581] : INFO : Epoch 1604 | loss: 0.0311327 | val_loss: 0.031202 | Time: 1960.47 ms [2021-05-03 01:08:07 main:581] : INFO : Epoch 1605 | loss: 0.031128 | val_loss: 0.0312112 | Time: 2004.75 ms [2021-05-03 01:08:09 main:581] : INFO : Epoch 1606 | loss: 0.0311306 | val_loss: 0.0312117 | Time: 1991.27 ms [2021-05-03 01:08:11 main:581] : INFO : Epoch 1607 | loss: 0.0311321 | val_loss: 0.0312139 | Time: 1974.57 ms [2021-05-03 01:08:13 main:581] : INFO : Epoch 1608 | loss: 0.031136 | val_loss: 0.0312066 | Time: 1993.32 ms [2021-05-03 01:08:15 main:581] : INFO : Epoch 1609 | loss: 0.0311323 | val_loss: 0.0312078 | Time: 1950.82 ms [2021-05-03 01:08:17 main:581] : INFO : Epoch 1610 | loss: 0.0311329 | val_loss: 0.0312129 | Time: 1944.23 ms [2021-05-03 01:08:19 main:581] : INFO : Epoch 1611 | loss: 0.0311411 | val_loss: 0.0312052 | Time: 1939.94 ms [2021-05-03 01:08:21 main:581] : INFO : Epoch 1612 | loss: 0.0311478 | val_loss: 0.0311998 | Time: 2021.43 ms [2021-05-03 01:08:23 main:581] : INFO : Epoch 1613 | loss: 0.0311422 | val_loss: 0.0312096 | Time: 2034.35 ms [2021-05-03 01:08:25 main:581] : INFO : Epoch 1614 | loss: 0.0311464 | val_loss: 0.0312044 | Time: 2009.47 ms [2021-05-03 01:08:27 main:581] : INFO : Epoch 1615 | loss: 0.0311384 | val_loss: 0.0312089 | Time: 2025.08 ms [2021-05-03 01:08:29 main:581] : INFO : Epoch 1616 | loss: 0.0311394 | val_loss: 0.031215 | Time: 1990.39 ms [2021-05-03 01:08:31 main:581] : INFO : Epoch 1617 | loss: 0.0311326 | val_loss: 0.0312111 | Time: 1965.98 ms [2021-05-03 01:08:33 main:581] : INFO : Epoch 1618 | loss: 0.0311296 | val_loss: 0.0312025 | Time: 1922.63 ms [2021-05-03 01:08:35 main:581] : INFO : Epoch 1619 | loss: 0.0311309 | val_loss: 0.0312084 | Time: 1986.59 ms [2021-05-03 01:08:37 main:581] : INFO : Epoch 1620 | loss: 0.0311333 | val_loss: 0.0312063 | Time: 1968.66 ms [2021-05-03 01:08:39 main:581] : INFO : Epoch 1621 | loss: 0.0311311 | val_loss: 0.0312082 | Time: 1966.52 ms [2021-05-03 01:08:41 main:581] : INFO : Epoch 1622 | loss: 0.0311329 | val_loss: 0.0312103 | Time: 1991.12 ms [2021-05-03 01:08:43 main:581] : INFO : Epoch 1623 | loss: 0.0311348 | val_loss: 0.031213 | Time: 1966.5 ms [2021-05-03 01:08:45 main:581] : INFO : Epoch 1624 | loss: 0.0311345 | val_loss: 0.0312141 | Time: 2001.52 ms [2021-05-03 01:08:47 main:581] : INFO : Epoch 1625 | loss: 0.0311388 | val_loss: 0.0312111 | Time: 1974.36 ms [2021-05-03 01:08:49 main:581] : INFO : Epoch 1626 | loss: 0.0311333 | val_loss: 0.0312119 | Time: 1961.77 ms [2021-05-03 01:08:51 main:581] : INFO : Epoch 1627 | loss: 0.0311391 | val_loss: 0.0312062 | Time: 2009.54 ms [2021-05-03 01:08:53 main:581] : INFO : Epoch 1628 | loss: 0.0311327 | val_loss: 0.0312116 | Time: 1868.17 ms [2021-05-03 01:08:55 main:581] : INFO : Epoch 1629 | loss: 0.031139 | val_loss: 0.0312044 | Time: 2020.34 ms [2021-05-03 01:08:57 main:581] : INFO : Epoch 1630 | loss: 0.0311385 | val_loss: 0.0312136 | Time: 1990.89 ms [2021-05-03 01:08:59 main:581] : INFO : Epoch 1631 | loss: 0.0311379 | val_loss: 0.0312054 | Time: 2003.6 ms [2021-05-03 01:09:01 main:581] : INFO : Epoch 1632 | loss: 0.0311431 | val_loss: 0.0312057 | Time: 1982 ms [2021-05-03 01:09:03 main:581] : INFO : Epoch 1633 | loss: 0.0311302 | val_loss: 0.03121 | Time: 2017 ms [2021-05-03 01:09:05 main:581] : INFO : Epoch 1634 | loss: 0.0311325 | val_loss: 0.0312116 | Time: 2001.21 ms [2021-05-03 01:09:07 main:581] : INFO : Epoch 1635 | loss: 0.0311288 | val_loss: 0.0312248 | Time: 1977.81 ms [2021-05-03 01:09:09 main:581] : INFO : Epoch 1636 | loss: 0.0311273 | val_loss: 0.0312083 | Time: 1937.73 ms [2021-05-03 01:09:10 main:581] : INFO : Epoch 1637 | loss: 0.0311331 | val_loss: 0.0312082 | Time: 1796.55 ms [2021-05-03 01:09:12 main:581] : INFO : Epoch 1638 | loss: 0.0311304 | val_loss: 0.0312074 | Time: 2004.86 ms [2021-05-03 01:09:14 main:581] : INFO : Epoch 1639 | loss: 0.0311347 | val_loss: 0.031212 | Time: 1882.29 ms [2021-05-03 01:09:16 main:581] : INFO : Epoch 1640 | loss: 0.0311389 | val_loss: 0.0312076 | Time: 1903.21 ms [2021-05-03 01:09:18 main:581] : INFO : Epoch 1641 | loss: 0.0311306 | val_loss: 0.0312168 | Time: 2038 ms [2021-05-03 01:09:20 main:581] : INFO : Epoch 1642 | loss: 0.0311302 | val_loss: 0.0312107 | Time: 1964.22 ms [2021-05-03 01:09:22 main:581] : INFO : Epoch 1643 | loss: 0.0311282 | val_loss: 0.0312237 | Time: 1984.3 ms [2021-05-03 01:09:24 main:581] : INFO : Epoch 1644 | loss: 0.0311275 | val_loss: 0.0312124 | Time: 1996.36 ms [2021-05-03 01:09:26 main:581] : INFO : Epoch 1645 | loss: 0.0311316 | val_loss: 0.0312031 | Time: 1941.99 ms [2021-05-03 01:09:28 main:581] : INFO : Epoch 1646 | loss: 0.0311296 | val_loss: 0.0312085 | Time: 1945.28 ms [2021-05-03 01:09:30 main:581] : INFO : Epoch 1647 | loss: 0.0311288 | val_loss: 0.0312048 | Time: 1950.39 ms [2021-05-03 01:09:32 main:581] : INFO : Epoch 1648 | loss: 0.0311303 | val_loss: 0.0312161 | Time: 1987.76 ms [2021-05-03 01:09:34 main:581] : INFO : Epoch 1649 | loss: 0.0311297 | val_loss: 0.0312132 | Time: 1987.57 ms [2021-05-03 01:09:36 main:581] : INFO : Epoch 1650 | loss: 0.0311318 | val_loss: 0.0312166 | Time: 2003.14 ms [2021-05-03 01:09:38 main:581] : INFO : Epoch 1651 | loss: 0.0311277 | val_loss: 0.0312195 | Time: 1978.62 ms [2021-05-03 01:09:40 main:581] : INFO : Epoch 1652 | loss: 0.0311226 | val_loss: 0.0312072 | Time: 2040.18 ms [2021-05-03 01:09:42 main:581] : INFO : Epoch 1653 | loss: 0.0311249 | val_loss: 0.0312144 | Time: 1992.38 ms [2021-05-03 01:09:44 main:581] : INFO : Epoch 1654 | loss: 0.031123 | val_loss: 0.0312237 | Time: 1995.18 ms [2021-05-03 01:09:46 main:581] : INFO : Epoch 1655 | loss: 0.0311262 | val_loss: 0.0312138 | Time: 2008.74 ms [2021-05-03 01:09:48 main:581] : INFO : Epoch 1656 | loss: 0.0311283 | val_loss: 0.0312176 | Time: 2008.96 ms [2021-05-03 01:09:50 main:581] : INFO : Epoch 1657 | loss: 0.0311274 | val_loss: 0.031213 | Time: 1974.68 ms [2021-05-03 01:09:52 main:581] : INFO : Epoch 1658 | loss: 0.031126 | val_loss: 0.0312149 | Time: 2030.06 ms [2021-05-03 01:09:54 main:581] : INFO : Epoch 1659 | loss: 0.0311384 | val_loss: 0.0312012 | Time: 2012.52 ms [2021-05-03 01:09:56 main:581] : INFO : Epoch 1660 | loss: 0.0311439 | val_loss: 0.0312014 | Time: 1983.51 ms [2021-05-03 01:09:58 main:581] : INFO : Epoch 1661 | loss: 0.0311328 | val_loss: 0.03121 | Time: 1827.97 ms [2021-05-03 01:10:00 main:581] : INFO : Epoch 1662 | loss: 0.0311294 | val_loss: 0.031207 | Time: 1896.36 ms [2021-05-03 01:10:02 main:581] : INFO : Epoch 1663 | loss: 0.0311309 | val_loss: 0.0312102 | Time: 1904.03 ms [2021-05-03 01:10:04 main:581] : INFO : Epoch 1664 | loss: 0.0311285 | val_loss: 0.0312151 | Time: 2003.03 ms [2021-05-03 01:10:06 main:581] : INFO : Epoch 1665 | loss: 0.031134 | val_loss: 0.0312193 | Time: 1977.6 ms [2021-05-03 01:10:08 main:581] : INFO : Epoch 1666 | loss: 0.031135 | val_loss: 0.0312304 | Time: 1968.43 ms [2021-05-03 01:10:09 main:581] : INFO : Epoch 1667 | loss: 0.0311298 | val_loss: 0.031211 | Time: 1755.53 ms [2021-05-03 01:10:11 main:581] : INFO : Epoch 1668 | loss: 0.0311289 | val_loss: 0.0312122 | Time: 1858.17 ms [2021-05-03 01:10:13 main:581] : INFO : Epoch 1669 | loss: 0.0311272 | val_loss: 0.031206 | Time: 1946.77 ms [2021-05-03 01:10:15 main:581] : INFO : Epoch 1670 | loss: 0.031131 | val_loss: 0.0312151 | Time: 1991.09 ms [2021-05-03 01:10:17 main:581] : INFO : Epoch 1671 | loss: 0.0311356 | val_loss: 0.0312044 | Time: 1977.93 ms [2021-05-03 01:10:19 main:581] : INFO : Epoch 1672 | loss: 0.0311416 | val_loss: 0.0312002 | Time: 1945.48 ms [2021-05-03 01:10:21 main:581] : INFO : Epoch 1673 | loss: 0.0311323 | val_loss: 0.0312074 | Time: 1998.12 ms [2021-05-03 01:10:23 main:581] : INFO : Epoch 1674 | loss: 0.031128 | val_loss: 0.031213 | Time: 1977.17 ms [2021-05-03 01:10:25 main:581] : INFO : Epoch 1675 | loss: 0.0311251 | val_loss: 0.0312174 | Time: 1973.25 ms [2021-05-03 01:10:27 main:581] : INFO : Epoch 1676 | loss: 0.0311284 | val_loss: 0.0312141 | Time: 2023.33 ms [2021-05-03 01:10:29 main:581] : INFO : Epoch 1677 | loss: 0.031128 | val_loss: 0.0312057 | Time: 2005.09 ms [2021-05-03 01:10:31 main:581] : INFO : Epoch 1678 | loss: 0.0311305 | val_loss: 0.0312112 | Time: 2101.57 ms [2021-05-03 01:10:33 main:581] : INFO : Epoch 1679 | loss: 0.0311315 | val_loss: 0.0312062 | Time: 1988.95 ms [2021-05-03 01:10:35 main:581] : INFO : Epoch 1680 | loss: 0.031126 | val_loss: 0.031206 | Time: 1938.51 ms [2021-05-03 01:10:37 main:581] : INFO : Epoch 1681 | loss: 0.031132 | val_loss: 0.0312098 | Time: 1938.79 ms [2021-05-03 01:10:39 main:581] : INFO : Epoch 1682 | loss: 0.0311404 | val_loss: 0.0312087 | Time: 1891.67 ms [2021-05-03 01:10:41 main:581] : INFO : Epoch 1683 | loss: 0.0311324 | val_loss: 0.0312055 | Time: 1902.27 ms [2021-05-03 01:10:43 main:581] : INFO : Epoch 1684 | loss: 0.0311311 | val_loss: 0.0312029 | Time: 1880.8 ms [2021-05-03 01:10:45 main:581] : INFO : Epoch 1685 | loss: 0.0311282 | val_loss: 0.0312253 | Time: 1965.68 ms [2021-05-03 01:10:47 main:581] : INFO : Epoch 1686 | loss: 0.0311237 | val_loss: 0.0312103 | Time: 1988.89 ms [2021-05-03 01:10:49 main:581] : INFO : Epoch 1687 | loss: 0.0311525 | val_loss: 0.0311864 | Time: 1984.84 ms [2021-05-03 01:10:51 main:581] : INFO : Epoch 1688 | loss: 0.0311588 | val_loss: 0.0311994 | Time: 1985.55 ms [2021-05-03 01:10:52 main:581] : INFO : Epoch 1689 | loss: 0.0311466 | val_loss: 0.0311996 | Time: 1942.84 ms [2021-05-03 01:10:54 main:581] : INFO : Epoch 1690 | loss: 0.031137 | val_loss: 0.0312051 | Time: 1968.05 ms [2021-05-03 01:10:56 main:581] : INFO : Epoch 1691 | loss: 0.0311321 | val_loss: 0.0312074 | Time: 2014.65 ms [2021-05-03 01:10:58 main:581] : INFO : Epoch 1692 | loss: 0.0311363 | val_loss: 0.0311944 | Time: 1999.42 ms [2021-05-03 01:11:00 main:581] : INFO : Epoch 1693 | loss: 0.0311401 | val_loss: 0.0312002 | Time: 2012.08 ms [2021-05-03 01:11:02 main:581] : INFO : Epoch 1694 | loss: 0.0311336 | val_loss: 0.0312181 | Time: 1966.28 ms [2021-05-03 01:11:04 main:581] : INFO : Epoch 1695 | loss: 0.0311372 | val_loss: 0.031216 | Time: 1933.41 ms [2021-05-03 01:11:06 main:581] : INFO : Epoch 1696 | loss: 0.0311331 | val_loss: 0.0312089 | Time: 1973.49 ms [2021-05-03 01:11:08 main:581] : INFO : Epoch 1697 | loss: 0.0311306 | val_loss: 0.0312028 | Time: 2029.73 ms [2021-05-03 01:11:10 main:581] : INFO : Epoch 1698 | loss: 0.0311255 | val_loss: 0.0312116 | Time: 1879.07 ms [2021-05-03 01:11:12 main:581] : INFO : Epoch 1699 | loss: 0.0311261 | val_loss: 0.0312105 | Time: 1836.89 ms [2021-05-03 01:11:14 main:581] : INFO : Epoch 1700 | loss: 0.0311246 | val_loss: 0.0312077 | Time: 2001.91 ms [2021-05-03 01:11:16 main:581] : INFO : Epoch 1701 | loss: 0.0311271 | val_loss: 0.031216 | Time: 1969.43 ms [2021-05-03 01:11:18 main:581] : INFO : Epoch 1702 | loss: 0.0311285 | val_loss: 0.0312269 | Time: 2035.81 ms [2021-05-03 01:11:20 main:581] : INFO : Epoch 1703 | loss: 0.0311298 | val_loss: 0.0312143 | Time: 2030.63 ms [2021-05-03 01:11:22 main:581] : INFO : Epoch 1704 | loss: 0.0311343 | val_loss: 0.0312137 | Time: 1935.51 ms [2021-05-03 01:11:24 main:581] : INFO : Epoch 1705 | loss: 0.0311284 | val_loss: 0.0312127 | Time: 1991.9 ms [2021-05-03 01:11:26 main:581] : INFO : Epoch 1706 | loss: 0.0311257 | val_loss: 0.0312162 | Time: 2035.16 ms [2021-05-03 01:11:28 main:581] : INFO : Epoch 1707 | loss: 0.0311248 | val_loss: 0.031215 | Time: 2013.51 ms [2021-05-03 01:11:30 main:581] : INFO : Epoch 1708 | loss: 0.031125 | val_loss: 0.031225 | Time: 2022.69 ms [2021-05-03 01:11:32 main:581] : INFO : Epoch 1709 | loss: 0.0311238 | val_loss: 0.0312159 | Time: 2033.7 ms [2021-05-03 01:11:34 main:581] : INFO : Epoch 1710 | loss: 0.0311256 | val_loss: 0.031214 | Time: 1991.7 ms [2021-05-03 01:11:36 main:581] : INFO : Epoch 1711 | loss: 0.0311263 | val_loss: 0.0312148 | Time: 1984.41 ms [2021-05-03 01:11:38 main:581] : INFO : Epoch 1712 | loss: 0.0311223 | val_loss: 0.0312129 | Time: 2033.26 ms [2021-05-03 01:11:40 main:581] : INFO : Epoch 1713 | loss: 0.0311223 | val_loss: 0.0312142 | Time: 1984.1 ms [2021-05-03 01:11:42 main:581] : INFO : Epoch 1714 | loss: 0.0311236 | val_loss: 0.0312361 | Time: 1964.12 ms [2021-05-03 01:11:44 main:581] : INFO : Epoch 1715 | loss: 0.0311858 | val_loss: 0.0312106 | Time: 1994.39 ms [2021-05-03 01:11:46 main:581] : INFO : Epoch 1716 | loss: 0.0311926 | val_loss: 0.0311859 | Time: 1980.46 ms [2021-05-03 01:11:48 main:581] : INFO : Epoch 1717 | loss: 0.0311807 | val_loss: 0.0311892 | Time: 2026.08 ms [2021-05-03 01:11:50 main:581] : INFO : Epoch 1718 | loss: 0.0311734 | val_loss: 0.0311839 | Time: 2003.88 ms [2021-05-03 01:11:52 main:581] : INFO : Epoch 1719 | loss: 0.0311674 | val_loss: 0.03118 | Time: 1982.46 ms [2021-05-03 01:11:54 main:581] : INFO : Epoch 1720 | loss: 0.0311629 | val_loss: 0.0311824 | Time: 1979.13 ms [2021-05-03 01:11:56 main:581] : INFO : Epoch 1721 | loss: 0.0311584 | val_loss: 0.0311861 | Time: 1991.38 ms [2021-05-03 01:11:58 main:581] : INFO : Epoch 1722 | loss: 0.0311546 | val_loss: 0.0311856 | Time: 1853.01 ms [2021-05-03 01:12:00 main:581] : INFO : Epoch 1723 | loss: 0.0311525 | val_loss: 0.0311939 | Time: 1979.17 ms [2021-05-03 01:12:02 main:581] : INFO : Epoch 1724 | loss: 0.0311509 | val_loss: 0.0311888 | Time: 2005.96 ms [2021-05-03 01:12:04 main:581] : INFO : Epoch 1725 | loss: 0.0311478 | val_loss: 0.031192 | Time: 1999.04 ms [2021-05-03 01:12:06 main:581] : INFO : Epoch 1726 | loss: 0.031146 | val_loss: 0.0311959 | Time: 1995.77 ms [2021-05-03 01:12:08 main:581] : INFO : Epoch 1727 | loss: 0.0311448 | val_loss: 0.0312159 | Time: 1940.9 ms [2021-05-03 01:12:10 main:581] : INFO : Epoch 1728 | loss: 0.031144 | val_loss: 0.031203 | Time: 2027.53 ms [2021-05-03 01:12:12 main:581] : INFO : Epoch 1729 | loss: 0.0311448 | val_loss: 0.0311947 | Time: 1997.86 ms [2021-05-03 01:12:14 main:581] : INFO : Epoch 1730 | loss: 0.0311406 | val_loss: 0.0311903 | Time: 1952.97 ms [2021-05-03 01:12:16 main:581] : INFO : Epoch 1731 | loss: 0.0311386 | val_loss: 0.0311977 | Time: 2013.2 ms [2021-05-03 01:12:18 main:581] : INFO : Epoch 1732 | loss: 0.0311397 | val_loss: 0.031199 | Time: 2001.22 ms [2021-05-03 01:12:20 main:581] : INFO : Epoch 1733 | loss: 0.0311408 | val_loss: 0.0312107 | Time: 2005.76 ms [2021-05-03 01:12:22 main:581] : INFO : Epoch 1734 | loss: 0.0311377 | val_loss: 0.0311976 | Time: 1843.12 ms [2021-05-03 01:12:24 main:581] : INFO : Epoch 1735 | loss: 0.0311367 | val_loss: 0.0311947 | Time: 1971.18 ms [2021-05-03 01:12:26 main:581] : INFO : Epoch 1736 | loss: 0.0311365 | val_loss: 0.0311929 | Time: 2001.76 ms [2021-05-03 01:12:28 main:581] : INFO : Epoch 1737 | loss: 0.0311353 | val_loss: 0.0311972 | Time: 1977.09 ms [2021-05-03 01:12:30 main:581] : INFO : Epoch 1738 | loss: 0.0311434 | val_loss: 0.031201 | Time: 1986.81 ms [2021-05-03 01:12:32 main:581] : INFO : Epoch 1739 | loss: 0.0311346 | val_loss: 0.0312096 | Time: 1922.07 ms [2021-05-03 01:12:34 main:581] : INFO : Epoch 1740 | loss: 0.0311362 | val_loss: 0.0311959 | Time: 2006.3 ms [2021-05-03 01:12:36 main:581] : INFO : Epoch 1741 | loss: 0.0311348 | val_loss: 0.0311998 | Time: 1987.9 ms [2021-05-03 01:12:38 main:581] : INFO : Epoch 1742 | loss: 0.0311346 | val_loss: 0.031203 | Time: 2002.9 ms [2021-05-03 01:12:40 main:581] : INFO : Epoch 1743 | loss: 0.0311333 | val_loss: 0.0312112 | Time: 1983.21 ms [2021-05-03 01:12:41 main:581] : INFO : Epoch 1744 | loss: 0.0311319 | val_loss: 0.0312003 | Time: 1852.64 ms [2021-05-03 01:12:43 main:581] : INFO : Epoch 1745 | loss: 0.0311316 | val_loss: 0.0312029 | Time: 1962.9 ms [2021-05-03 01:12:45 main:581] : INFO : Epoch 1746 | loss: 0.0311255 | val_loss: 0.0312171 | Time: 1963.96 ms [2021-05-03 01:12:47 main:581] : INFO : Epoch 1747 | loss: 0.0311262 | val_loss: 0.0312074 | Time: 1807.97 ms [2021-05-03 01:12:49 main:581] : INFO : Epoch 1748 | loss: 0.0311268 | val_loss: 0.0312069 | Time: 1881.65 ms [2021-05-03 01:12:51 main:581] : INFO : Epoch 1749 | loss: 0.0311311 | val_loss: 0.0312094 | Time: 1920.8 ms [2021-05-03 01:12:53 main:581] : INFO : Epoch 1750 | loss: 0.0311293 | val_loss: 0.0312105 | Time: 2006.47 ms [2021-05-03 01:12:55 main:581] : INFO : Epoch 1751 | loss: 0.031124 | val_loss: 0.031204 | Time: 1954.03 ms [2021-05-03 01:12:57 main:581] : INFO : Epoch 1752 | loss: 0.0311306 | val_loss: 0.0311905 | Time: 1960.02 ms [2021-05-03 01:12:59 main:581] : INFO : Epoch 1753 | loss: 0.031135 | val_loss: 0.031209 | Time: 2039.7 ms [2021-05-03 01:13:01 main:581] : INFO : Epoch 1754 | loss: 0.0311299 | val_loss: 0.0312004 | Time: 1979.95 ms [2021-05-03 01:13:03 main:581] : INFO : Epoch 1755 | loss: 0.0311318 | val_loss: 0.0312074 | Time: 2010.27 ms [2021-05-03 01:13:05 main:581] : INFO : Epoch 1756 | loss: 0.0311283 | val_loss: 0.0312031 | Time: 2006.51 ms [2021-05-03 01:13:07 main:581] : INFO : Epoch 1757 | loss: 0.0311267 | val_loss: 0.0312101 | Time: 1959.54 ms [2021-05-03 01:13:09 main:581] : INFO : Epoch 1758 | loss: 0.0311254 | val_loss: 0.0312183 | Time: 2076.25 ms [2021-05-03 01:13:11 main:581] : INFO : Epoch 1759 | loss: 0.0311343 | val_loss: 0.031206 | Time: 2013.24 ms [2021-05-03 01:13:13 main:581] : INFO : Epoch 1760 | loss: 0.0311282 | val_loss: 0.0312134 | Time: 1985.58 ms [2021-05-03 01:13:15 main:581] : INFO : Epoch 1761 | loss: 0.031129 | val_loss: 0.0312122 | Time: 1898.94 ms [2021-05-03 01:13:17 main:581] : INFO : Epoch 1762 | loss: 0.0311409 | val_loss: 0.0311982 | Time: 1994.38 ms [2021-05-03 01:13:19 main:581] : INFO : Epoch 1763 | loss: 0.0311318 | val_loss: 0.0312015 | Time: 1803.22 ms [2021-05-03 01:13:21 main:581] : INFO : Epoch 1764 | loss: 0.0311242 | val_loss: 0.0312065 | Time: 2008.62 ms [2021-05-03 01:13:23 main:581] : INFO : Epoch 1765 | loss: 0.0311236 | val_loss: 0.0312042 | Time: 1895.51 ms [2021-05-03 01:13:25 main:581] : INFO : Epoch 1766 | loss: 0.0311221 | val_loss: 0.0312124 | Time: 2003.47 ms [2021-05-03 01:13:27 main:581] : INFO : Epoch 1767 | loss: 0.0311218 | val_loss: 0.0312137 | Time: 1997.55 ms [2021-05-03 01:13:28 main:581] : INFO : Epoch 1768 | loss: 0.0311249 | val_loss: 0.0312073 | Time: 1943.7 ms [2021-05-03 01:13:31 main:581] : INFO : Epoch 1769 | loss: 0.0311258 | val_loss: 0.0312083 | Time: 2041.2 ms [2021-05-03 01:13:33 main:581] : INFO : Epoch 1770 | loss: 0.031124 | val_loss: 0.0312026 | Time: 2001.14 ms [2021-05-03 01:13:35 main:581] : INFO : Epoch 1771 | loss: 0.0311217 | val_loss: 0.0312163 | Time: 2055.26 ms [2021-05-03 01:13:37 main:581] : INFO : Epoch 1772 | loss: 0.0311224 | val_loss: 0.0312089 | Time: 1925.11 ms [2021-05-03 01:13:38 main:581] : INFO : Epoch 1773 | loss: 0.0311216 | val_loss: 0.0312058 | Time: 1964.86 ms [2021-05-03 01:13:40 main:581] : INFO : Epoch 1774 | loss: 0.0311165 | val_loss: 0.0312184 | Time: 2013.81 ms [2021-05-03 01:13:42 main:581] : INFO : Epoch 1775 | loss: 0.0311216 | val_loss: 0.0312178 | Time: 1966.89 ms [2021-05-03 01:13:44 main:581] : INFO : Epoch 1776 | loss: 0.0311229 | val_loss: 0.031212 | Time: 1992.38 ms [2021-05-03 01:13:46 main:581] : INFO : Epoch 1777 | loss: 0.031123 | val_loss: 0.0312062 | Time: 1994.92 ms [2021-05-03 01:13:48 main:581] : INFO : Epoch 1778 | loss: 0.0311377 | val_loss: 0.0312099 | Time: 1939.16 ms [2021-05-03 01:13:50 main:581] : INFO : Epoch 1779 | loss: 0.0311315 | val_loss: 0.0312069 | Time: 1976.21 ms [2021-05-03 01:13:52 main:581] : INFO : Epoch 1780 | loss: 0.0311319 | val_loss: 0.0312138 | Time: 1966.6 ms [2021-05-03 01:13:54 main:581] : INFO : Epoch 1781 | loss: 0.031125 | val_loss: 0.0311999 | Time: 1989.95 ms [2021-05-03 01:13:56 main:581] : INFO : Epoch 1782 | loss: 0.0311224 | val_loss: 0.0312146 | Time: 2032.95 ms [2021-05-03 01:13:58 main:581] : INFO : Epoch 1783 | loss: 0.0311165 | val_loss: 0.0312146 | Time: 1972.21 ms [2021-05-03 01:14:00 main:581] : INFO : Epoch 1784 | loss: 0.0311223 | val_loss: 0.031205 | Time: 1972.62 ms [2021-05-03 01:14:02 main:581] : INFO : Epoch 1785 | loss: 0.031122 | val_loss: 0.0312192 | Time: 1998.67 ms [2021-05-03 01:14:04 main:581] : INFO : Epoch 1786 | loss: 0.0311197 | val_loss: 0.0312046 | Time: 2009.93 ms [2021-05-03 01:14:06 main:581] : INFO : Epoch 1787 | loss: 0.0311196 | val_loss: 0.0312262 | Time: 1961.9 ms [2021-05-03 01:14:08 main:581] : INFO : Epoch 1788 | loss: 0.0311172 | val_loss: 0.0312093 | Time: 1989.33 ms [2021-05-03 01:14:10 main:581] : INFO : Epoch 1789 | loss: 0.0311203 | val_loss: 0.0312249 | Time: 1981.61 ms [2021-05-03 01:14:12 main:581] : INFO : Epoch 1790 | loss: 0.0311209 | val_loss: 0.0312127 | Time: 1882.19 ms [2021-05-03 01:14:14 main:581] : INFO : Epoch 1791 | loss: 0.0311235 | val_loss: 0.0312192 | Time: 1997.81 ms [2021-05-03 01:14:16 main:581] : INFO : Epoch 1792 | loss: 0.0311247 | val_loss: 0.0312126 | Time: 1927.26 ms [2021-05-03 01:14:18 main:581] : INFO : Epoch 1793 | loss: 0.0311212 | val_loss: 0.0312005 | Time: 1960.79 ms [2021-05-03 01:14:20 main:581] : INFO : Epoch 1794 | loss: 0.0311288 | val_loss: 0.0312133 | Time: 1906.52 ms [2021-05-03 01:14:22 main:581] : INFO : Epoch 1795 | loss: 0.0311231 | val_loss: 0.0312075 | Time: 1934.45 ms [2021-05-03 01:14:24 main:581] : INFO : Epoch 1796 | loss: 0.031118 | val_loss: 0.0312277 | Time: 1976.91 ms [2021-05-03 01:14:26 main:581] : INFO : Epoch 1797 | loss: 0.0311224 | val_loss: 0.0312146 | Time: 1998.01 ms [2021-05-03 01:14:28 main:581] : INFO : Epoch 1798 | loss: 0.03112 | val_loss: 0.031218 | Time: 1939.42 ms [2021-05-03 01:14:30 main:581] : INFO : Epoch 1799 | loss: 0.0311247 | val_loss: 0.0312276 | Time: 2050.75 ms [2021-05-03 01:14:32 main:581] : INFO : Epoch 1800 | loss: 0.0311331 | val_loss: 0.0312038 | Time: 2008.31 ms [2021-05-03 01:14:34 main:581] : INFO : Epoch 1801 | loss: 0.031128 | val_loss: 0.0312164 | Time: 1934.93 ms [2021-05-03 01:14:36 main:581] : INFO : Epoch 1802 | loss: 0.0311216 | val_loss: 0.0312081 | Time: 1971.03 ms [2021-05-03 01:14:38 main:581] : INFO : Epoch 1803 | loss: 0.0311256 | val_loss: 0.0312216 | Time: 1969.25 ms [2021-05-03 01:14:40 main:581] : INFO : Epoch 1804 | loss: 0.0311254 | val_loss: 0.031222 | Time: 1999.94 ms [2021-05-03 01:14:42 main:581] : INFO : Epoch 1805 | loss: 0.0311287 | val_loss: 0.0312182 | Time: 1963.07 ms [2021-05-03 01:14:44 main:581] : INFO : Epoch 1806 | loss: 0.0311313 | val_loss: 0.0312102 | Time: 1958.5 ms [2021-05-03 01:14:46 main:581] : INFO : Epoch 1807 | loss: 0.0311253 | val_loss: 0.0312086 | Time: 1974 ms [2021-05-03 01:14:48 main:581] : INFO : Epoch 1808 | loss: 0.0311164 | val_loss: 0.0312161 | Time: 1999.28 ms [2021-05-03 01:14:50 main:581] : INFO : Epoch 1809 | loss: 0.0311148 | val_loss: 0.0312215 | Time: 2044.39 ms [2021-05-03 01:14:52 main:581] : INFO : Epoch 1810 | loss: 0.0311238 | val_loss: 0.0312155 | Time: 1991.82 ms [2021-05-03 01:14:54 main:581] : INFO : Epoch 1811 | loss: 0.0311363 | val_loss: 0.0312212 | Time: 2112.09 ms [2021-05-03 01:14:56 main:581] : INFO : Epoch 1812 | loss: 0.0311275 | val_loss: 0.0312193 | Time: 2022.72 ms [2021-05-03 01:14:58 main:581] : INFO : Epoch 1813 | loss: 0.031151 | val_loss: 0.0312098 | Time: 2004.52 ms [2021-05-03 01:15:00 main:581] : INFO : Epoch 1814 | loss: 0.0311423 | val_loss: 0.031208 | Time: 2005.55 ms [2021-05-03 01:15:02 main:581] : INFO : Epoch 1815 | loss: 0.0311288 | val_loss: 0.0312127 | Time: 2010.88 ms [2021-05-03 01:15:04 main:581] : INFO : Epoch 1816 | loss: 0.0311244 | val_loss: 0.0312136 | Time: 1879.06 ms [2021-05-03 01:15:06 main:581] : INFO : Epoch 1817 | loss: 0.0311229 | val_loss: 0.0312148 | Time: 1924.39 ms [2021-05-03 01:15:08 main:581] : INFO : Epoch 1818 | loss: 0.0311204 | val_loss: 0.0312141 | Time: 1941.64 ms [2021-05-03 01:15:10 main:581] : INFO : Epoch 1819 | loss: 0.0311189 | val_loss: 0.0312261 | Time: 2046.1 ms [2021-05-03 01:15:12 main:581] : INFO : Epoch 1820 | loss: 0.0311182 | val_loss: 0.0312122 | Time: 1999.38 ms [2021-05-03 01:15:14 main:581] : INFO : Epoch 1821 | loss: 0.0311636 | val_loss: 0.0312129 | Time: 1980.89 ms [2021-05-03 01:15:15 main:581] : INFO : Epoch 1822 | loss: 0.0312061 | val_loss: 0.0312066 | Time: 1913.22 ms [2021-05-03 01:15:17 main:581] : INFO : Epoch 1823 | loss: 0.0311925 | val_loss: 0.0311953 | Time: 1976.72 ms [2021-05-03 01:15:19 main:581] : INFO : Epoch 1824 | loss: 0.0311841 | val_loss: 0.0311824 | Time: 1988.27 ms [2021-05-03 01:15:21 main:581] : INFO : Epoch 1825 | loss: 0.0311794 | val_loss: 0.0311803 | Time: 2006.67 ms [2021-05-03 01:15:23 main:581] : INFO : Epoch 1826 | loss: 0.0311762 | val_loss: 0.0311802 | Time: 2033.64 ms [2021-05-03 01:15:26 main:581] : INFO : Epoch 1827 | loss: 0.0311757 | val_loss: 0.0311793 | Time: 2040.39 ms [2021-05-03 01:15:28 main:581] : INFO : Epoch 1828 | loss: 0.0311759 | val_loss: 0.0311802 | Time: 2043.48 ms [2021-05-03 01:15:29 main:581] : INFO : Epoch 1829 | loss: 0.0311718 | val_loss: 0.0311784 | Time: 1925.78 ms [2021-05-03 01:15:31 main:581] : INFO : Epoch 1830 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 1985.09 ms [2021-05-03 01:15:33 main:581] : INFO : Epoch 1831 | loss: 0.0311709 | val_loss: 0.0311781 | Time: 2006.82 ms [2021-05-03 01:15:35 main:581] : INFO : Epoch 1832 | loss: 0.0311712 | val_loss: 0.0311767 | Time: 1995.7 ms [2021-05-03 01:15:37 main:581] : INFO : Epoch 1833 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 2009.54 ms [2021-05-03 01:15:39 main:581] : INFO : Epoch 1834 | loss: 0.0311696 | val_loss: 0.0311854 | Time: 2006.72 ms [2021-05-03 01:15:42 main:581] : INFO : Epoch 1835 | loss: 0.0311691 | val_loss: 0.0311756 | Time: 2032.24 ms [2021-05-03 01:15:43 main:581] : INFO : Epoch 1836 | loss: 0.0311679 | val_loss: 0.0311757 | Time: 1954.62 ms [2021-05-03 01:15:45 main:581] : INFO : Epoch 1837 | loss: 0.031167 | val_loss: 0.0311808 | Time: 2006.63 ms [2021-05-03 01:15:47 main:581] : INFO : Epoch 1838 | loss: 0.0311686 | val_loss: 0.0311802 | Time: 1966.42 ms [2021-05-03 01:15:50 main:581] : INFO : Epoch 1839 | loss: 0.0311665 | val_loss: 0.0311792 | Time: 2059.53 ms [2021-05-03 01:15:52 main:581] : INFO : Epoch 1840 | loss: 0.0311666 | val_loss: 0.0311745 | Time: 2035.84 ms [2021-05-03 01:15:54 main:581] : INFO : Epoch 1841 | loss: 0.0311638 | val_loss: 0.0311737 | Time: 1947.07 ms [2021-05-03 01:15:56 main:581] : INFO : Epoch 1842 | loss: 0.0311635 | val_loss: 0.0311763 | Time: 2028.16 ms [2021-05-03 01:15:57 main:581] : INFO : Epoch 1843 | loss: 0.0311623 | val_loss: 0.031176 | Time: 1934.35 ms [2021-05-03 01:15:59 main:581] : INFO : Epoch 1844 | loss: 0.0311634 | val_loss: 0.0311823 | Time: 2028.3 ms [2021-05-03 01:16:02 main:581] : INFO : Epoch 1845 | loss: 0.0311624 | val_loss: 0.0311746 | Time: 2026.17 ms [2021-05-03 01:16:03 main:581] : INFO : Epoch 1846 | loss: 0.0311605 | val_loss: 0.0311754 | Time: 1948.76 ms [2021-05-03 01:16:05 main:581] : INFO : Epoch 1847 | loss: 0.0311613 | val_loss: 0.0311772 | Time: 2004.57 ms [2021-05-03 01:16:07 main:581] : INFO : Epoch 1848 | loss: 0.0311621 | val_loss: 0.0311746 | Time: 1997.58 ms [2021-05-03 01:16:09 main:581] : INFO : Epoch 1849 | loss: 0.0311609 | val_loss: 0.0311774 | Time: 1974.09 ms [2021-05-03 01:16:11 main:581] : INFO : Epoch 1850 | loss: 0.0311595 | val_loss: 0.0311737 | Time: 1978.3 ms [2021-05-03 01:16:13 main:581] : INFO : Epoch 1851 | loss: 0.0311592 | val_loss: 0.0311757 | Time: 1991.64 ms [2021-05-03 01:16:15 main:581] : INFO : Epoch 1852 | loss: 0.0311594 | val_loss: 0.0311745 | Time: 2011.89 ms [2021-05-03 01:16:17 main:581] : INFO : Epoch 1853 | loss: 0.0311586 | val_loss: 0.0311778 | Time: 1966.21 ms [2021-05-03 01:16:19 main:581] : INFO : Epoch 1854 | loss: 0.0311592 | val_loss: 0.0311722 | Time: 1960.15 ms [2021-05-03 01:16:21 main:581] : INFO : Epoch 1855 | loss: 0.0311594 | val_loss: 0.0311737 | Time: 1957.72 ms [2021-05-03 01:16:23 main:581] : INFO : Epoch 1856 | loss: 0.0311628 | val_loss: 0.0311782 | Time: 1979.04 ms [2021-05-03 01:16:25 main:581] : INFO : Epoch 1857 | loss: 0.0311618 | val_loss: 0.031181 | Time: 1954.16 ms [2021-05-03 01:16:27 main:581] : INFO : Epoch 1858 | loss: 0.0311605 | val_loss: 0.0311747 | Time: 1991.24 ms [2021-05-03 01:16:29 main:581] : INFO : Epoch 1859 | loss: 0.0311587 | val_loss: 0.0311726 | Time: 2041.87 ms [2021-05-03 01:16:31 main:581] : INFO : Epoch 1860 | loss: 0.0311561 | val_loss: 0.0311775 | Time: 2046.64 ms [2021-05-03 01:16:33 main:581] : INFO : Epoch 1861 | loss: 0.0311575 | val_loss: 0.0311789 | Time: 2028.82 ms [2021-05-03 01:16:35 main:581] : INFO : Epoch 1862 | loss: 0.0311563 | val_loss: 0.0311745 | Time: 1968.67 ms [2021-05-03 01:16:37 main:581] : INFO : Epoch 1863 | loss: 0.0311566 | val_loss: 0.0311771 | Time: 1954.23 ms [2021-05-03 01:16:39 main:581] : INFO : Epoch 1864 | loss: 0.0311552 | val_loss: 0.0311745 | Time: 1999.86 ms [2021-05-03 01:16:41 main:581] : INFO : Epoch 1865 | loss: 0.0311542 | val_loss: 0.031175 | Time: 2015.37 ms [2021-05-03 01:16:43 main:581] : INFO : Epoch 1866 | loss: 0.0311569 | val_loss: 0.0311757 | Time: 1988.08 ms [2021-05-03 01:16:45 main:581] : INFO : Epoch 1867 | loss: 0.0311539 | val_loss: 0.0311756 | Time: 1970.34 ms [2021-05-03 01:16:47 main:581] : INFO : Epoch 1868 | loss: 0.0311553 | val_loss: 0.0311827 | Time: 1919.04 ms [2021-05-03 01:16:49 main:581] : INFO : Epoch 1869 | loss: 0.0311548 | val_loss: 0.0311741 | Time: 1984.61 ms [2021-05-03 01:16:51 main:581] : INFO : Epoch 1870 | loss: 0.0311547 | val_loss: 0.0311766 | Time: 1982.32 ms [2021-05-03 01:16:53 main:581] : INFO : Epoch 1871 | loss: 0.0311571 | val_loss: 0.0311725 | Time: 1996.44 ms [2021-05-03 01:16:55 main:581] : INFO : Epoch 1872 | loss: 0.0311564 | val_loss: 0.0311772 | Time: 2006.1 ms [2021-05-03 01:16:57 main:581] : INFO : Epoch 1873 | loss: 0.031154 | val_loss: 0.0311767 | Time: 1984.8 ms [2021-05-03 01:16:59 main:581] : INFO : Epoch 1874 | loss: 0.0311557 | val_loss: 0.0311748 | Time: 1991.88 ms [2021-05-03 01:17:01 main:581] : INFO : Epoch 1875 | loss: 0.0311558 | val_loss: 0.0311755 | Time: 1971.26 ms [2021-05-03 01:17:03 main:581] : INFO : Epoch 1876 | loss: 0.0311601 | val_loss: 0.0311735 | Time: 2039.19 ms [2021-05-03 01:17:05 main:581] : INFO : Epoch 1877 | loss: 0.0311589 | val_loss: 0.0311745 | Time: 2002.92 ms [2021-05-03 01:17:07 main:581] : INFO : Epoch 1878 | loss: 0.0311542 | val_loss: 0.0311762 | Time: 1893.81 ms [2021-05-03 01:17:09 main:581] : INFO : Epoch 1879 | loss: 0.0311533 | val_loss: 0.0311753 | Time: 2024.07 ms [2021-05-03 01:17:11 main:581] : INFO : Epoch 1880 | loss: 0.0311537 | val_loss: 0.0311733 | Time: 2032.72 ms [2021-05-03 01:17:13 main:581] : INFO : Epoch 1881 | loss: 0.0311528 | val_loss: 0.0311777 | Time: 1944.02 ms [2021-05-03 01:17:15 main:581] : INFO : Epoch 1882 | loss: 0.0311539 | val_loss: 0.0311788 | Time: 1976.98 ms [2021-05-03 01:17:17 main:581] : INFO : Epoch 1883 | loss: 0.0311559 | val_loss: 0.0311966 | Time: 1971.35 ms [2021-05-03 01:17:19 main:581] : INFO : Epoch 1884 | loss: 0.0321171 | val_loss: 0.0471343 | Time: 1987.08 ms [2021-05-03 01:17:21 main:581] : INFO : Epoch 1885 | loss: 0.0366227 | val_loss: 0.0331518 | Time: 1998.04 ms [2021-05-03 01:17:23 main:581] : INFO : Epoch 1886 | loss: 0.0318041 | val_loss: 0.0314078 | Time: 2004.81 ms [2021-05-03 01:17:25 main:581] : INFO : Epoch 1887 | loss: 0.0313377 | val_loss: 0.0312799 | Time: 1997.76 ms [2021-05-03 01:17:27 main:581] : INFO : Epoch 1888 | loss: 0.0312666 | val_loss: 0.0312572 | Time: 2015.38 ms [2021-05-03 01:17:29 main:581] : INFO : Epoch 1889 | loss: 0.0312544 | val_loss: 0.0312538 | Time: 2021.47 ms [2021-05-03 01:17:31 main:581] : INFO : Epoch 1890 | loss: 0.031252 | val_loss: 0.0312516 | Time: 2041.71 ms [2021-05-03 01:17:33 main:581] : INFO : Epoch 1891 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 1961.22 ms [2021-05-03 01:17:35 main:581] : INFO : Epoch 1892 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 1999.34 ms [2021-05-03 01:17:37 main:581] : INFO : Epoch 1893 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 2035.42 ms [2021-05-03 01:17:39 main:581] : INFO : Epoch 1894 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2010.41 ms [2021-05-03 01:17:41 main:581] : INFO : Epoch 1895 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2024.41 ms [2021-05-03 01:17:43 main:581] : INFO : Epoch 1896 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2021.33 ms [2021-05-03 01:17:45 main:581] : INFO : Epoch 1897 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2026.12 ms [2021-05-03 01:17:47 main:581] : INFO : Epoch 1898 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1987.69 ms [2021-05-03 01:17:49 main:581] : INFO : Epoch 1899 | loss: 0.0312497 | val_loss: 0.031249 | Time: 1999.75 ms [2021-05-03 01:17:51 main:581] : INFO : Epoch 1900 | loss: 0.0312494 | val_loss: 0.0312487 | Time: 1999.97 ms [2021-05-03 01:17:53 main:581] : INFO : Epoch 1901 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1986.01 ms [2021-05-03 01:17:55 main:581] : INFO : Epoch 1902 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 2016.36 ms [2021-05-03 01:17:57 main:581] : INFO : Epoch 1903 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 2050.7 ms [2021-05-03 01:17:59 main:581] : INFO : Epoch 1904 | loss: 0.0312482 | val_loss: 0.0312478 | Time: 1984.97 ms [2021-05-03 01:18:01 main:581] : INFO : Epoch 1905 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 2011.85 ms [2021-05-03 01:18:03 main:581] : INFO : Epoch 1906 | loss: 0.031247 | val_loss: 0.0312462 | Time: 1994.96 ms [2021-05-03 01:18:05 main:581] : INFO : Epoch 1907 | loss: 0.0312463 | val_loss: 0.031246 | Time: 1971.91 ms [2021-05-03 01:18:07 main:581] : INFO : Epoch 1908 | loss: 0.0312469 | val_loss: 0.0312463 | Time: 1906.68 ms [2021-05-03 01:18:09 main:581] : INFO : Epoch 1909 | loss: 0.0312461 | val_loss: 0.0312444 | Time: 1992.79 ms [2021-05-03 01:18:11 main:581] : INFO : Epoch 1910 | loss: 0.0312444 | val_loss: 0.0312427 | Time: 2021.6 ms [2021-05-03 01:18:13 main:581] : INFO : Epoch 1911 | loss: 0.0312429 | val_loss: 0.0312407 | Time: 1999.82 ms [2021-05-03 01:18:15 main:581] : INFO : Epoch 1912 | loss: 0.0312409 | val_loss: 0.0312393 | Time: 1998.02 ms [2021-05-03 01:18:17 main:581] : INFO : Epoch 1913 | loss: 0.0312372 | val_loss: 0.031233 | Time: 1981.4 ms [2021-05-03 01:18:19 main:581] : INFO : Epoch 1914 | loss: 0.0312335 | val_loss: 0.0312302 | Time: 2002.85 ms [2021-05-03 01:18:21 main:581] : INFO : Epoch 1915 | loss: 0.0312298 | val_loss: 0.031224 | Time: 2014.47 ms [2021-05-03 01:18:23 main:581] : INFO : Epoch 1916 | loss: 0.0312264 | val_loss: 0.0312189 | Time: 1987.18 ms [2021-05-03 01:18:25 main:581] : INFO : Epoch 1917 | loss: 0.0312197 | val_loss: 0.0312157 | Time: 2021.23 ms [2021-05-03 01:18:27 main:581] : INFO : Epoch 1918 | loss: 0.0312166 | val_loss: 0.0312128 | Time: 1983.47 ms [2021-05-03 01:18:29 main:581] : INFO : Epoch 1919 | loss: 0.0312125 | val_loss: 0.0312092 | Time: 2009.87 ms [2021-05-03 01:18:31 main:581] : INFO : Epoch 1920 | loss: 0.0312107 | val_loss: 0.0312076 | Time: 2000.93 ms [2021-05-03 01:18:33 main:581] : INFO : Epoch 1921 | loss: 0.0312122 | val_loss: 0.0312089 | Time: 1979.97 ms [2021-05-03 01:18:35 main:581] : INFO : Epoch 1922 | loss: 0.0312096 | val_loss: 0.0312107 | Time: 1993.12 ms [2021-05-03 01:18:37 main:581] : INFO : Epoch 1923 | loss: 0.031211 | val_loss: 0.0312052 | Time: 2016.35 ms [2021-05-03 01:18:39 main:581] : INFO : Epoch 1924 | loss: 0.031207 | val_loss: 0.0312054 | Time: 1975.18 ms [2021-05-03 01:18:41 main:581] : INFO : Epoch 1925 | loss: 0.0312081 | val_loss: 0.0312047 | Time: 2008.93 ms [2021-05-03 01:18:43 main:581] : INFO : Epoch 1926 | loss: 0.0312083 | val_loss: 0.0312057 | Time: 1999.18 ms [2021-05-03 01:18:45 main:581] : INFO : Epoch 1927 | loss: 0.0312055 | val_loss: 0.0312034 | Time: 2018.89 ms [2021-05-03 01:18:47 main:581] : INFO : Epoch 1928 | loss: 0.0312097 | val_loss: 0.0312088 | Time: 2011.25 ms [2021-05-03 01:18:49 main:581] : INFO : Epoch 1929 | loss: 0.0312084 | val_loss: 0.0312252 | Time: 2010.94 ms [2021-05-03 01:18:51 main:581] : INFO : Epoch 1930 | loss: 0.0312139 | val_loss: 0.0312133 | Time: 2020.65 ms [2021-05-03 01:18:53 main:581] : INFO : Epoch 1931 | loss: 0.031207 | val_loss: 0.0312028 | Time: 2022.24 ms [2021-05-03 01:18:55 main:581] : INFO : Epoch 1932 | loss: 0.0312043 | val_loss: 0.0312016 | Time: 2028.11 ms [2021-05-03 01:18:57 main:581] : INFO : Epoch 1933 | loss: 0.0312065 | val_loss: 0.0312023 | Time: 1993.68 ms [2021-05-03 01:18:59 main:581] : INFO : Epoch 1934 | loss: 0.0312095 | val_loss: 0.0312064 | Time: 2004.13 ms [2021-05-03 01:19:01 main:581] : INFO : Epoch 1935 | loss: 0.0312052 | val_loss: 0.0312041 | Time: 2031.06 ms [2021-05-03 01:19:03 main:581] : INFO : Epoch 1936 | loss: 0.0312086 | val_loss: 0.0312109 | Time: 1960.73 ms [2021-05-03 01:19:05 main:581] : INFO : Epoch 1937 | loss: 0.0312094 | val_loss: 0.0312113 | Time: 1976.15 ms [2021-05-03 01:19:07 main:581] : INFO : Epoch 1938 | loss: 0.0312071 | val_loss: 0.0312113 | Time: 2044.46 ms [2021-05-03 01:19:09 main:581] : INFO : Epoch 1939 | loss: 0.0312096 | val_loss: 0.0312002 | Time: 2031.47 ms [2021-05-03 01:19:11 main:581] : INFO : Epoch 1940 | loss: 0.0312061 | val_loss: 0.0312072 | Time: 2066.16 ms [2021-05-03 01:19:13 main:581] : INFO : Epoch 1941 | loss: 0.0312032 | val_loss: 0.0311983 | Time: 2025.57 ms [2021-05-03 01:19:15 main:581] : INFO : Epoch 1942 | loss: 0.031201 | val_loss: 0.0312 | Time: 2021.82 ms [2021-05-03 01:19:17 main:581] : INFO : Epoch 1943 | loss: 0.0312 | val_loss: 0.0311989 | Time: 2034.14 ms [2021-05-03 01:19:19 main:581] : INFO : Epoch 1944 | loss: 0.0311987 | val_loss: 0.0311997 | Time: 2040.12 ms [2021-05-03 01:19:21 main:581] : INFO : Epoch 1945 | loss: 0.031198 | val_loss: 0.0311967 | Time: 2029.48 ms [2021-05-03 01:19:23 main:581] : INFO : Epoch 1946 | loss: 0.031199 | val_loss: 0.0311968 | Time: 1992.69 ms [2021-05-03 01:19:25 main:581] : INFO : Epoch 1947 | loss: 0.0311976 | val_loss: 0.0311959 | Time: 1978.56 ms [2021-05-03 01:19:27 main:581] : INFO : Epoch 1948 | loss: 0.0311974 | val_loss: 0.031196 | Time: 1950.93 ms [2021-05-03 01:19:29 main:581] : INFO : Epoch 1949 | loss: 0.0311965 | val_loss: 0.0311955 | Time: 1997.67 ms [2021-05-03 01:19:31 main:581] : INFO : Epoch 1950 | loss: 0.031197 | val_loss: 0.0311948 | Time: 1997.38 ms [2021-05-03 01:19:33 main:581] : INFO : Epoch 1951 | loss: 0.0312045 | val_loss: 0.0311984 | Time: 1949.08 ms [2021-05-03 01:19:35 main:581] : INFO : Epoch 1952 | loss: 0.0311976 | val_loss: 0.0311949 | Time: 1908.64 ms [2021-05-03 01:19:37 main:581] : INFO : Epoch 1953 | loss: 0.0311958 | val_loss: 0.0311946 | Time: 2017.2 ms [2021-05-03 01:19:39 main:581] : INFO : Epoch 1954 | loss: 0.031203 | val_loss: 0.0311959 | Time: 2027.31 ms [2021-05-03 01:19:41 main:581] : INFO : Epoch 1955 | loss: 0.0311972 | val_loss: 0.0311942 | Time: 1988.53 ms [2021-05-03 01:19:43 main:581] : INFO : Epoch 1956 | loss: 0.0311955 | val_loss: 0.0311959 | Time: 1953.17 ms [2021-05-03 01:19:45 main:581] : INFO : Epoch 1957 | loss: 0.0311962 | val_loss: 0.0311936 | Time: 2031.36 ms [2021-05-03 01:19:47 main:581] : INFO : Epoch 1958 | loss: 0.0311988 | val_loss: 0.0311967 | Time: 1985.82 ms [2021-05-03 01:19:49 main:581] : INFO : Epoch 1959 | loss: 0.0311962 | val_loss: 0.0311937 | Time: 2004.68 ms [2021-05-03 01:19:51 main:581] : INFO : Epoch 1960 | loss: 0.0311946 | val_loss: 0.0311968 | Time: 2031.58 ms [2021-05-03 01:19:53 main:581] : INFO : Epoch 1961 | loss: 0.0311963 | val_loss: 0.0312051 | Time: 1996.66 ms [2021-05-03 01:19:55 main:581] : INFO : Epoch 1962 | loss: 0.031196 | val_loss: 0.0311919 | Time: 1945.5 ms [2021-05-03 01:19:57 main:581] : INFO : Epoch 1963 | loss: 0.031195 | val_loss: 0.0311924 | Time: 1982.21 ms [2021-05-03 01:19:59 main:581] : INFO : Epoch 1964 | loss: 0.0311947 | val_loss: 0.0311914 | Time: 1965.19 ms [2021-05-03 01:20:01 main:581] : INFO : Epoch 1965 | loss: 0.0311961 | val_loss: 0.0311913 | Time: 2016.43 ms [2021-05-03 01:20:03 main:581] : INFO : Epoch 1966 | loss: 0.0311949 | val_loss: 0.0311929 | Time: 2020.67 ms [2021-05-03 01:20:05 main:581] : INFO : Epoch 1967 | loss: 0.0311934 | val_loss: 0.0311913 | Time: 1999.93 ms [2021-05-03 01:20:07 main:581] : INFO : Epoch 1968 | loss: 0.0311954 | val_loss: 0.0311941 | Time: 2009.54 ms [2021-05-03 01:20:09 main:581] : INFO : Epoch 1969 | loss: 0.0311956 | val_loss: 0.0311925 | Time: 2024.04 ms [2021-05-03 01:20:11 main:581] : INFO : Epoch 1970 | loss: 0.0311926 | val_loss: 0.0311906 | Time: 1966.17 ms [2021-05-03 01:20:13 main:581] : INFO : Epoch 1971 | loss: 0.0311926 | val_loss: 0.0311912 | Time: 1946.55 ms [2021-05-03 01:20:15 main:581] : INFO : Epoch 1972 | loss: 0.0311964 | val_loss: 0.0311908 | Time: 2025.58 ms [2021-05-03 01:20:17 main:581] : INFO : Epoch 1973 | loss: 0.0311969 | val_loss: 0.031196 | Time: 2022.94 ms [2021-05-03 01:20:19 main:581] : INFO : Epoch 1974 | loss: 0.0311953 | val_loss: 0.0311907 | Time: 2011.98 ms [2021-05-03 01:20:21 main:581] : INFO : Epoch 1975 | loss: 0.031195 | val_loss: 0.0311926 | Time: 2009.7 ms [2021-05-03 01:20:23 main:581] : INFO : Epoch 1976 | loss: 0.0311917 | val_loss: 0.0311896 | Time: 1929.16 ms [2021-05-03 01:20:25 main:581] : INFO : Epoch 1977 | loss: 0.0311913 | val_loss: 0.0311918 | Time: 1974.15 ms [2021-05-03 01:20:27 main:581] : INFO : Epoch 1978 | loss: 0.0311918 | val_loss: 0.0311917 | Time: 1943.09 ms [2021-05-03 01:20:29 main:581] : INFO : Epoch 1979 | loss: 0.0311912 | val_loss: 0.0311911 | Time: 2007.39 ms [2021-05-03 01:20:31 main:581] : INFO : Epoch 1980 | loss: 0.0311918 | val_loss: 0.0311897 | Time: 1965.01 ms [2021-05-03 01:20:33 main:581] : INFO : Epoch 1981 | loss: 0.0311938 | val_loss: 0.0312018 | Time: 1975.01 ms [2021-05-03 01:20:35 main:581] : INFO : Epoch 1982 | loss: 0.0311938 | val_loss: 0.0311899 | Time: 2049.96 ms [2021-05-03 01:20:37 main:581] : INFO : Epoch 1983 | loss: 0.0311916 | val_loss: 0.0311887 | Time: 1987.04 ms [2021-05-03 01:20:39 main:581] : INFO : Epoch 1984 | loss: 0.0311902 | val_loss: 0.0311887 | Time: 2018.52 ms [2021-05-03 01:20:41 main:581] : INFO : Epoch 1985 | loss: 0.0311912 | val_loss: 0.031191 | Time: 1993.61 ms [2021-05-03 01:20:43 main:581] : INFO : Epoch 1986 | loss: 0.0311902 | val_loss: 0.0311919 | Time: 1893.53 ms [2021-05-03 01:20:45 main:581] : INFO : Epoch 1987 | loss: 0.0311913 | val_loss: 0.0311877 | Time: 1963.51 ms [2021-05-03 01:20:47 main:581] : INFO : Epoch 1988 | loss: 0.0311929 | val_loss: 0.0311884 | Time: 1942.86 ms [2021-05-03 01:20:49 main:581] : INFO : Epoch 1989 | loss: 0.0311911 | val_loss: 0.0311887 | Time: 1994.89 ms [2021-05-03 01:20:51 main:581] : INFO : Epoch 1990 | loss: 0.0311942 | val_loss: 0.0311871 | Time: 2020.17 ms [2021-05-03 01:20:53 main:581] : INFO : Epoch 1991 | loss: 0.0311907 | val_loss: 0.0311871 | Time: 1979.09 ms [2021-05-03 01:20:55 main:581] : INFO : Epoch 1992 | loss: 0.0311925 | val_loss: 0.0312089 | Time: 1959.26 ms [2021-05-03 01:20:57 main:581] : INFO : Epoch 1993 | loss: 0.0311949 | val_loss: 0.0311906 | Time: 1978.41 ms [2021-05-03 01:20:59 main:581] : INFO : Epoch 1994 | loss: 0.0311907 | val_loss: 0.0311864 | Time: 1998.39 ms [2021-05-03 01:21:01 main:581] : INFO : Epoch 1995 | loss: 0.0311889 | val_loss: 0.0311866 | Time: 2056.64 ms [2021-05-03 01:21:03 main:581] : INFO : Epoch 1996 | loss: 0.0311881 | val_loss: 0.0311883 | Time: 1998.47 ms [2021-05-03 01:21:05 main:581] : INFO : Epoch 1997 | loss: 0.0311889 | val_loss: 0.0312 | Time: 2019.59 ms [2021-05-03 01:21:07 main:581] : INFO : Epoch 1998 | loss: 0.0311884 | val_loss: 0.0311861 | Time: 2038.15 ms [2021-05-03 01:21:09 main:581] : INFO : Epoch 1999 | loss: 0.0311869 | val_loss: 0.0311878 | Time: 2029.03 ms [2021-05-03 01:21:11 main:581] : INFO : Epoch 2000 | loss: 0.031189 | val_loss: 0.0311904 | Time: 1995.96 ms [2021-05-03 01:21:13 main:581] : INFO : Epoch 2001 | loss: 0.0311884 | val_loss: 0.0311869 | Time: 1947.28 ms [2021-05-03 01:21:15 main:581] : INFO : Epoch 2002 | loss: 0.0311888 | val_loss: 0.0311909 | Time: 1928.96 ms [2021-05-03 01:21:17 main:581] : INFO : Epoch 2003 | loss: 0.0311901 | val_loss: 0.0311899 | Time: 2001.79 ms [2021-05-03 01:21:19 main:581] : INFO : Epoch 2004 | loss: 0.0311873 | val_loss: 0.0311844 | Time: 2003.21 ms [2021-05-03 01:21:21 main:581] : INFO : Epoch 2005 | loss: 0.031187 | val_loss: 0.0311879 | Time: 2021.98 ms [2021-05-03 01:21:23 main:581] : INFO : Epoch 2006 | loss: 0.0311875 | val_loss: 0.031185 | Time: 1984.41 ms [2021-05-03 01:21:25 main:581] : INFO : Epoch 2007 | loss: 0.0311862 | val_loss: 0.0311897 | Time: 2038.44 ms [2021-05-03 01:21:27 main:581] : INFO : Epoch 2008 | loss: 0.0311854 | val_loss: 0.0311835 | Time: 1906.6 ms [2021-05-03 01:21:29 main:581] : INFO : Epoch 2009 | loss: 0.0311853 | val_loss: 0.031183 | Time: 1958.59 ms [2021-05-03 01:21:31 main:581] : INFO : Epoch 2010 | loss: 0.031189 | val_loss: 0.031183 | Time: 2018.18 ms [2021-05-03 01:21:33 main:581] : INFO : Epoch 2011 | loss: 0.031187 | val_loss: 0.0311851 | Time: 2024.08 ms [2021-05-03 01:21:35 main:581] : INFO : Epoch 2012 | loss: 0.0311834 | val_loss: 0.031184 | Time: 1965.55 ms [2021-05-03 01:21:37 main:581] : INFO : Epoch 2013 | loss: 0.0311843 | val_loss: 0.031187 | Time: 2029.48 ms [2021-05-03 01:21:39 main:581] : INFO : Epoch 2014 | loss: 0.0311849 | val_loss: 0.0311845 | Time: 1997.1 ms [2021-05-03 01:21:41 main:581] : INFO : Epoch 2015 | loss: 0.0311847 | val_loss: 0.0311883 | Time: 1986.41 ms [2021-05-03 01:21:43 main:581] : INFO : Epoch 2016 | loss: 0.0311844 | val_loss: 0.0311818 | Time: 1977.58 ms [2021-05-03 01:21:45 main:581] : INFO : Epoch 2017 | loss: 0.0311894 | val_loss: 0.0311888 | Time: 1981.49 ms [2021-05-03 01:21:47 main:581] : INFO : Epoch 2018 | loss: 0.0311955 | val_loss: 0.0311834 | Time: 1981.18 ms [2021-05-03 01:21:49 main:581] : INFO : Epoch 2019 | loss: 0.031187 | val_loss: 0.031182 | Time: 2009.05 ms [2021-05-03 01:21:51 main:581] : INFO : Epoch 2020 | loss: 0.0311838 | val_loss: 0.0311883 | Time: 2004.54 ms [2021-05-03 01:21:53 main:581] : INFO : Epoch 2021 | loss: 0.0311825 | val_loss: 0.0311904 | Time: 1931.6 ms [2021-05-03 01:21:55 main:581] : INFO : Epoch 2022 | loss: 0.0311874 | val_loss: 0.0311816 | Time: 1988.92 ms [2021-05-03 01:21:57 main:581] : INFO : Epoch 2023 | loss: 0.0311859 | val_loss: 0.0311831 | Time: 2018.01 ms [2021-05-03 01:21:59 main:581] : INFO : Epoch 2024 | loss: 0.0311816 | val_loss: 0.0311816 | Time: 1978.87 ms [2021-05-03 01:22:01 main:581] : INFO : Epoch 2025 | loss: 0.0311808 | val_loss: 0.031181 | Time: 2014.87 ms [2021-05-03 01:22:03 main:581] : INFO : Epoch 2026 | loss: 0.0311812 | val_loss: 0.0311814 | Time: 2005.87 ms [2021-05-03 01:22:05 main:581] : INFO : Epoch 2027 | loss: 0.0311803 | val_loss: 0.0311807 | Time: 1965.36 ms [2021-05-03 01:22:07 main:581] : INFO : Epoch 2028 | loss: 0.0311825 | val_loss: 0.0311806 | Time: 2025.77 ms [2021-05-03 01:22:09 main:581] : INFO : Epoch 2029 | loss: 0.0311819 | val_loss: 0.0311814 | Time: 2047.34 ms [2021-05-03 01:22:11 main:581] : INFO : Epoch 2030 | loss: 0.0311799 | val_loss: 0.0311811 | Time: 1947.52 ms [2021-05-03 01:22:13 main:581] : INFO : Epoch 2031 | loss: 0.0311826 | val_loss: 0.031187 | Time: 2014 ms [2021-05-03 01:22:15 main:581] : INFO : Epoch 2032 | loss: 0.0311815 | val_loss: 0.03118 | Time: 2040.29 ms [2021-05-03 01:22:17 main:581] : INFO : Epoch 2033 | loss: 0.0311817 | val_loss: 0.0311829 | Time: 2022 ms [2021-05-03 01:22:19 main:581] : INFO : Epoch 2034 | loss: 0.0311815 | val_loss: 0.0311816 | Time: 1949.37 ms [2021-05-03 01:22:21 main:581] : INFO : Epoch 2035 | loss: 0.0311794 | val_loss: 0.0311803 | Time: 1959.54 ms [2021-05-03 01:22:23 main:581] : INFO : Epoch 2036 | loss: 0.0311796 | val_loss: 0.0311817 | Time: 1968.32 ms [2021-05-03 01:22:24 main:581] : INFO : Epoch 2037 | loss: 0.0311796 | val_loss: 0.0311848 | Time: 1960.94 ms [2021-05-03 01:22:27 main:581] : INFO : Epoch 2038 | loss: 0.0311841 | val_loss: 0.0311818 | Time: 2013.33 ms [2021-05-03 01:22:28 main:581] : INFO : Epoch 2039 | loss: 0.0311835 | val_loss: 0.0311817 | Time: 1960.67 ms [2021-05-03 01:22:30 main:581] : INFO : Epoch 2040 | loss: 0.0311793 | val_loss: 0.0311843 | Time: 1982.94 ms [2021-05-03 01:22:32 main:581] : INFO : Epoch 2041 | loss: 0.0311809 | val_loss: 0.03118 | Time: 2038.12 ms [2021-05-03 01:22:34 main:581] : INFO : Epoch 2042 | loss: 0.0311783 | val_loss: 0.03118 | Time: 1973.33 ms [2021-05-03 01:22:36 main:581] : INFO : Epoch 2043 | loss: 0.0311799 | val_loss: 0.031183 | Time: 2001.02 ms [2021-05-03 01:22:38 main:581] : INFO : Epoch 2044 | loss: 0.0311817 | val_loss: 0.0311881 | Time: 2004.59 ms [2021-05-03 01:22:41 main:581] : INFO : Epoch 2045 | loss: 0.0311811 | val_loss: 0.0311813 | Time: 2034.75 ms [2021-05-03 01:22:43 main:581] : INFO : Epoch 2046 | loss: 0.031179 | val_loss: 0.0311811 | Time: 2034.44 ms [2021-05-03 01:22:45 main:581] : INFO : Epoch 2047 | loss: 0.031178 | val_loss: 0.0311796 | Time: 2016.78 ms [2021-05-03 01:22:47 main:581] : INFO : Epoch 2048 | loss: 0.0311772 | val_loss: 0.0311798 | Time: 1968.88 ms [2021-05-03 01:22:47 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311798 [2021-05-03 01:22:47 main:610] : INFO : Saving end state to config to file [2021-05-03 01:22:47 main:615] : INFO : Success, exiting.. 01:22:47 (1390288): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)