Task 5113323
| Name | ParityModified-1619585118-25954-0_0 |
| Workunit | 3070990 |
| Created | 28 Apr 2021, 4:45:20 UTC |
| Sent | 5 May 2021, 4:25:37 UTC |
| Report deadline | 13 May 2021, 4:25:37 UTC |
| Received | 5 May 2021, 11:15:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 9 min 37 sec |
| CPU time | 1 hours 9 min 31 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> 06:57:46 main:581] : INFO : Epoch 1538 | loss: 0.0309845 | val_loss: 0.031255 | Time: 2097.87 ms [2021-05-05 06:57:49 main:581] : INFO : Epoch 1539 | loss: 0.0310512 | val_loss: 0.0314978 | Time: 2271.3 ms [2021-05-05 06:57:51 main:581] : INFO : Epoch 1540 | loss: 0.0315746 | val_loss: 0.0318596 | Time: 2195.96 ms [2021-05-05 06:57:53 main:581] : INFO : Epoch 1541 | loss: 0.0439405 | val_loss: 0.0392079 | Time: 2042.26 ms [2021-05-05 06:57:55 main:581] : INFO : Epoch 1542 | loss: 0.0345233 | val_loss: 0.0326243 | Time: 2102.55 ms [2021-05-05 06:57:57 main:581] : INFO : Epoch 1543 | loss: 0.031582 | val_loss: 0.0313332 | Time: 2072.8 ms [2021-05-05 06:57:59 main:581] : INFO : Epoch 1544 | loss: 0.031301 | val_loss: 0.0312641 | Time: 2259.48 ms [2021-05-05 06:58:02 main:581] : INFO : Epoch 1545 | loss: 0.0312657 | val_loss: 0.0312609 | Time: 2134.59 ms [2021-05-05 06:58:04 main:581] : INFO : Epoch 1546 | loss: 0.0312573 | val_loss: 0.031255 | Time: 2102.66 ms [2021-05-05 06:58:06 main:581] : INFO : Epoch 1547 | loss: 0.0312542 | val_loss: 0.0312527 | Time: 2133.5 ms [2021-05-05 06:58:08 main:581] : INFO : Epoch 1548 | loss: 0.0312524 | val_loss: 0.0312515 | Time: 1973.88 ms [2021-05-05 06:58:10 main:581] : INFO : Epoch 1549 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 2108.39 ms [2021-05-05 06:58:12 main:581] : INFO : Epoch 1550 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2129.84 ms [2021-05-05 06:58:14 main:581] : INFO : Epoch 1551 | loss: 0.03125 | val_loss: 0.031249 | Time: 2134.93 ms [2021-05-05 06:58:16 main:581] : INFO : Epoch 1552 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 2369.25 ms [2021-05-05 06:58:19 main:581] : INFO : Epoch 1553 | loss: 0.0312494 | val_loss: 0.031249 | Time: 2092.28 ms [2021-05-05 06:58:21 main:581] : INFO : Epoch 1554 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 2083.37 ms [2021-05-05 06:58:23 main:581] : INFO : Epoch 1555 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 2032.16 ms [2021-05-05 06:58:25 main:581] : INFO : Epoch 1556 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 2024.11 ms [2021-05-05 06:58:27 main:581] : INFO : Epoch 1557 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 1962.52 ms [2021-05-05 06:58:29 main:581] : INFO : Epoch 1558 | loss: 0.0312472 | val_loss: 0.0312461 | Time: 2048.36 ms [2021-05-05 06:58:31 main:581] : INFO : Epoch 1559 | loss: 0.0312466 | val_loss: 0.031246 | Time: 1887.6 ms [2021-05-05 06:58:33 main:581] : INFO : Epoch 1560 | loss: 0.0312465 | val_loss: 0.0312468 | Time: 1926.13 ms [2021-05-05 06:58:35 main:581] : INFO : Epoch 1561 | loss: 0.0312467 | val_loss: 0.0312445 | Time: 1977.81 ms [2021-05-05 06:58:36 main:581] : INFO : Epoch 1562 | loss: 0.0312459 | val_loss: 0.0312445 | Time: 1951.82 ms [2021-05-05 06:58:38 main:581] : INFO : Epoch 1563 | loss: 0.0312449 | val_loss: 0.031243 | Time: 2010.19 ms [2021-05-05 06:58:40 main:581] : INFO : Epoch 1564 | loss: 0.0312443 | val_loss: 0.0312434 | Time: 2017.01 ms [2021-05-05 06:58:43 main:581] : INFO : Epoch 1565 | loss: 0.0312439 | val_loss: 0.0312417 | Time: 2064.75 ms [2021-05-05 06:58:45 main:581] : INFO : Epoch 1566 | loss: 0.0312429 | val_loss: 0.0312429 | Time: 2082.81 ms [2021-05-05 06:58:47 main:581] : INFO : Epoch 1567 | loss: 0.0312428 | val_loss: 0.0312403 | Time: 2051.66 ms [2021-05-05 06:58:49 main:581] : INFO : Epoch 1568 | loss: 0.0312423 | val_loss: 0.0312397 | Time: 1971.36 ms [2021-05-05 06:58:51 main:581] : INFO : Epoch 1569 | loss: 0.0312418 | val_loss: 0.0312397 | Time: 2079.11 ms [2021-05-05 06:58:53 main:581] : INFO : Epoch 1570 | loss: 0.0312411 | val_loss: 0.0312383 | Time: 1984.65 ms [2021-05-05 06:58:55 main:581] : INFO : Epoch 1571 | loss: 0.0312404 | val_loss: 0.0312385 | Time: 2027 ms [2021-05-05 06:58:57 main:581] : INFO : Epoch 1572 | loss: 0.0312405 | val_loss: 0.031237 | Time: 2080.62 ms [2021-05-05 06:58:59 main:581] : INFO : Epoch 1573 | loss: 0.0312392 | val_loss: 0.0312364 | Time: 2034.31 ms [2021-05-05 06:59:01 main:581] : INFO : Epoch 1574 | loss: 0.031239 | val_loss: 0.0312357 | Time: 2076.31 ms [2021-05-05 06:59:03 main:581] : INFO : Epoch 1575 | loss: 0.0312385 | val_loss: 0.0312359 | Time: 2048.55 ms [2021-05-05 06:59:05 main:581] : INFO : Epoch 1576 | loss: 0.0312376 | val_loss: 0.0312345 | Time: 1954 ms [2021-05-05 06:59:07 main:581] : INFO : Epoch 1577 | loss: 0.0312369 | val_loss: 0.0312351 | Time: 2017.64 ms [2021-05-05 06:59:09 main:581] : INFO : Epoch 1578 | loss: 0.0312375 | val_loss: 0.0312331 | Time: 2026.61 ms [2021-05-05 06:59:11 main:581] : INFO : Epoch 1579 | loss: 0.0312357 | val_loss: 0.0312325 | Time: 2016.42 ms [2021-05-05 06:59:13 main:581] : INFO : Epoch 1580 | loss: 0.0312348 | val_loss: 0.0312339 | Time: 1938.12 ms [2021-05-05 06:59:15 main:581] : INFO : Epoch 1581 | loss: 0.0312346 | val_loss: 0.0312319 | Time: 1996.39 ms [2021-05-05 06:59:17 main:581] : INFO : Epoch 1582 | loss: 0.0312339 | val_loss: 0.0312306 | Time: 2025.16 ms [2021-05-05 06:59:19 main:581] : INFO : Epoch 1583 | loss: 0.0312332 | val_loss: 0.03123 | Time: 2034.52 ms [2021-05-05 06:59:21 main:581] : INFO : Epoch 1584 | loss: 0.0312323 | val_loss: 0.0312291 | Time: 2015.55 ms [2021-05-05 06:59:23 main:581] : INFO : Epoch 1585 | loss: 0.0312318 | val_loss: 0.0312322 | Time: 2046.01 ms [2021-05-05 06:59:25 main:581] : INFO : Epoch 1586 | loss: 0.0312314 | val_loss: 0.0312279 | Time: 2019.71 ms [2021-05-05 06:59:27 main:581] : INFO : Epoch 1587 | loss: 0.0312309 | val_loss: 0.0312292 | Time: 2026.09 ms [2021-05-05 06:59:29 main:581] : INFO : Epoch 1588 | loss: 0.0312311 | val_loss: 0.0312273 | Time: 2032.38 ms [2021-05-05 06:59:31 main:581] : INFO : Epoch 1589 | loss: 0.0312301 | val_loss: 0.0312276 | Time: 2302.98 ms [2021-05-05 06:59:33 main:581] : INFO : Epoch 1590 | loss: 0.0312294 | val_loss: 0.0312255 | Time: 2043.22 ms [2021-05-05 06:59:36 main:581] : INFO : Epoch 1591 | loss: 0.0312282 | val_loss: 0.0312251 | Time: 2076.25 ms [2021-05-05 06:59:38 main:581] : INFO : Epoch 1592 | loss: 0.0312294 | val_loss: 0.0312244 | Time: 1998.92 ms [2021-05-05 06:59:40 main:581] : INFO : Epoch 1593 | loss: 0.0312298 | val_loss: 0.031223 | Time: 2033.12 ms [2021-05-05 06:59:42 main:581] : INFO : Epoch 1594 | loss: 0.0312281 | val_loss: 0.0312299 | Time: 1990.06 ms [2021-05-05 06:59:44 main:581] : INFO : Epoch 1595 | loss: 0.0312284 | val_loss: 0.0312214 | Time: 1964.12 ms [2021-05-05 06:59:46 main:581] : INFO : Epoch 1596 | loss: 0.0312274 | val_loss: 0.0312248 | Time: 1991.03 ms [2021-05-05 06:59:48 main:581] : INFO : Epoch 1597 | loss: 0.0312275 | val_loss: 0.0312339 | Time: 2034.43 ms [2021-05-05 06:59:50 main:581] : INFO : Epoch 1598 | loss: 0.0312338 | val_loss: 0.0312209 | Time: 2045.84 ms [2021-05-05 06:59:52 main:581] : INFO : Epoch 1599 | loss: 0.0312267 | val_loss: 0.0312197 | Time: 1997.86 ms [2021-05-05 06:59:54 main:581] : INFO : Epoch 1600 | loss: 0.0312232 | val_loss: 0.0312196 | Time: 2049.56 ms [2021-05-05 06:59:56 main:581] : INFO : Epoch 1601 | loss: 0.0312228 | val_loss: 0.0312184 | Time: 2023.25 ms [2021-05-05 06:59:58 main:581] : INFO : Epoch 1602 | loss: 0.0312236 | val_loss: 0.0312258 | Time: 2061.48 ms [2021-05-05 07:00:00 main:581] : INFO : Epoch 1603 | loss: 0.0312231 | val_loss: 0.0312228 | Time: 2017.28 ms [2021-05-05 07:00:02 main:581] : INFO : Epoch 1604 | loss: 0.031223 | val_loss: 0.0312168 | Time: 2029.76 ms [2021-05-05 07:00:04 main:581] : INFO : Epoch 1605 | loss: 0.0312223 | val_loss: 0.0312257 | Time: 2066.16 ms [2021-05-05 07:00:06 main:581] : INFO : Epoch 1606 | loss: 0.0312215 | val_loss: 0.0312161 | Time: 2027.73 ms [2021-05-05 07:00:08 main:581] : INFO : Epoch 1607 | loss: 0.0312223 | val_loss: 0.031225 | Time: 1979.82 ms [2021-05-05 07:00:10 main:581] : INFO : Epoch 1608 | loss: 0.0312224 | val_loss: 0.0312146 | Time: 2039.66 ms [2021-05-05 07:00:12 main:581] : INFO : Epoch 1609 | loss: 0.0312186 | val_loss: 0.0312146 | Time: 2057.98 ms [2021-05-05 07:00:14 main:581] : INFO : Epoch 1610 | loss: 0.0312202 | val_loss: 0.0312177 | Time: 2162.09 ms [2021-05-05 07:00:16 main:581] : INFO : Epoch 1611 | loss: 0.03122 | val_loss: 0.0312132 | Time: 2042.12 ms [2021-05-05 07:00:18 main:581] : INFO : Epoch 1612 | loss: 0.0312185 | val_loss: 0.0312157 | Time: 2018.22 ms [2021-05-05 07:00:20 main:581] : INFO : Epoch 1613 | loss: 0.0312193 | val_loss: 0.0312136 | Time: 2042.03 ms [2021-05-05 07:00:22 main:581] : INFO : Epoch 1614 | loss: 0.0312181 | val_loss: 0.0312138 | Time: 2013.72 ms [2021-05-05 07:00:24 main:581] : INFO : Epoch 1615 | loss: 0.0312175 | val_loss: 0.0312216 | Time: 2152.43 ms [2021-05-05 07:00:27 main:581] : INFO : Epoch 1616 | loss: 0.0312152 | val_loss: 0.0312131 | Time: 2095.47 ms [2021-05-05 07:00:29 main:581] : INFO : Epoch 1617 | loss: 0.0312158 | val_loss: 0.0312223 | Time: 2237.16 ms [2021-05-05 07:00:31 main:581] : INFO : Epoch 1618 | loss: 0.0312197 | val_loss: 0.0312179 | Time: 2085.8 ms [2021-05-05 07:00:33 main:581] : INFO : Epoch 1619 | loss: 0.0312314 | val_loss: 0.0312109 | Time: 2071.97 ms [2021-05-05 07:00:35 main:581] : INFO : Epoch 1620 | loss: 0.0312203 | val_loss: 0.0312131 | Time: 2088.35 ms [2021-05-05 07:00:37 main:581] : INFO : Epoch 1621 | loss: 0.0312166 | val_loss: 0.0312188 | Time: 2107.82 ms [2021-05-05 07:00:39 main:581] : INFO : Epoch 1622 | loss: 0.0312146 | val_loss: 0.0312095 | Time: 2107.91 ms [2021-05-05 07:00:42 main:581] : INFO : Epoch 1623 | loss: 0.0312133 | val_loss: 0.0312125 | Time: 2355.79 ms [2021-05-05 07:00:44 main:581] : INFO : Epoch 1624 | loss: 0.0312133 | val_loss: 0.0312087 | Time: 2080.59 ms [2021-05-05 07:00:46 main:581] : INFO : Epoch 1625 | loss: 0.0312125 | val_loss: 0.0312213 | Time: 2015.67 ms [2021-05-05 07:00:48 main:581] : INFO : Epoch 1626 | loss: 0.0312145 | val_loss: 0.0312159 | Time: 2160.95 ms [2021-05-05 07:00:50 main:581] : INFO : Epoch 1627 | loss: 0.0312171 | val_loss: 0.03121 | Time: 2086.43 ms [2021-05-05 07:00:52 main:581] : INFO : Epoch 1628 | loss: 0.0312138 | val_loss: 0.0312113 | Time: 2434.81 ms [2021-05-05 07:00:54 main:581] : INFO : Epoch 1629 | loss: 0.0312256 | val_loss: 0.0312109 | Time: 1954.99 ms [2021-05-05 07:00:56 main:581] : INFO : Epoch 1630 | loss: 0.0312205 | val_loss: 0.0312087 | Time: 2030.29 ms [2021-05-05 07:00:58 main:581] : INFO : Epoch 1631 | loss: 0.0312152 | val_loss: 0.0312098 | Time: 2069.69 ms [2021-05-05 07:01:01 main:581] : INFO : Epoch 1632 | loss: 0.0312236 | val_loss: 0.0312216 | Time: 2116.88 ms [2021-05-05 07:01:03 main:581] : INFO : Epoch 1633 | loss: 0.0312127 | val_loss: 0.0312076 | Time: 2113.2 ms [2021-05-05 07:01:05 main:581] : INFO : Epoch 1634 | loss: 0.031211 | val_loss: 0.031209 | Time: 2048.1 ms [2021-05-05 07:01:07 main:581] : INFO : Epoch 1635 | loss: 0.0312144 | val_loss: 0.031215 | Time: 1974.9 ms [2021-05-05 07:01:09 main:581] : INFO : Epoch 1636 | loss: 0.0312168 | val_loss: 0.0312192 | Time: 2050.54 ms [2021-05-05 07:01:11 main:581] : INFO : Epoch 1637 | loss: 0.0312122 | val_loss: 0.0312076 | Time: 2013.81 ms [2021-05-05 07:01:13 main:581] : INFO : Epoch 1638 | loss: 0.0312228 | val_loss: 0.0312447 | Time: 2013.92 ms [2021-05-05 07:01:15 main:581] : INFO : Epoch 1639 | loss: 0.0312162 | val_loss: 0.031211 | Time: 1985.62 ms [2021-05-05 07:01:17 main:581] : INFO : Epoch 1640 | loss: 0.0312139 | val_loss: 0.0312148 | Time: 2069.65 ms [2021-05-05 07:01:19 main:581] : INFO : Epoch 1641 | loss: 0.0312176 | val_loss: 0.031205 | Time: 2024.23 ms [2021-05-05 07:01:21 main:581] : INFO : Epoch 1642 | loss: 0.0312102 | val_loss: 0.031209 | Time: 2037.63 ms [2021-05-05 07:01:23 main:581] : INFO : Epoch 1643 | loss: 0.0312098 | val_loss: 0.0312055 | Time: 2009.23 ms [2021-05-05 07:01:25 main:581] : INFO : Epoch 1644 | loss: 0.0312077 | val_loss: 0.0312047 | Time: 2055.1 ms [2021-05-05 07:01:27 main:581] : INFO : Epoch 1645 | loss: 0.0312077 | val_loss: 0.0312115 | Time: 2052.44 ms [2021-05-05 07:01:29 main:581] : INFO : Epoch 1646 | loss: 0.0312074 | val_loss: 0.0312028 | Time: 1967 ms [2021-05-05 07:01:31 main:581] : INFO : Epoch 1647 | loss: 0.0312085 | val_loss: 0.0312108 | Time: 2091.06 ms [2021-05-05 07:01:33 main:581] : INFO : Epoch 1648 | loss: 0.031206 | val_loss: 0.0312067 | Time: 1993.81 ms [2021-05-05 07:01:35 main:581] : INFO : Epoch 1649 | loss: 0.0312071 | val_loss: 0.0312019 | Time: 2024.51 ms [2021-05-05 07:01:37 main:581] : INFO : Epoch 1650 | loss: 0.0312074 | val_loss: 0.0312055 | Time: 1990.89 ms [2021-05-05 07:01:39 main:581] : INFO : Epoch 1651 | loss: 0.0312133 | val_loss: 0.0312395 | Time: 1963.2 ms [2021-05-05 07:01:41 main:581] : INFO : Epoch 1652 | loss: 0.0312262 | val_loss: 0.031202 | Time: 2001.33 ms [2021-05-05 07:01:43 main:581] : INFO : Epoch 1653 | loss: 0.0312222 | val_loss: 0.0312042 | Time: 1965.01 ms [2021-05-05 07:01:45 main:581] : INFO : Epoch 1654 | loss: 0.031207 | val_loss: 0.0312046 | Time: 1992.6 ms [2021-05-05 07:01:47 main:581] : INFO : Epoch 1655 | loss: 0.0312111 | val_loss: 0.0312016 | Time: 2009.97 ms [2021-05-05 07:01:49 main:581] : INFO : Epoch 1656 | loss: 0.0312058 | val_loss: 0.0312006 | Time: 2048.08 ms [2021-05-05 07:01:51 main:581] : INFO : Epoch 1657 | loss: 0.0312043 | val_loss: 0.0312001 | Time: 2014.14 ms [2021-05-05 07:01:53 main:581] : INFO : Epoch 1658 | loss: 0.0312084 | val_loss: 0.0311995 | Time: 2087.18 ms [2021-05-05 07:01:55 main:581] : INFO : Epoch 1659 | loss: 0.0312063 | val_loss: 0.0312046 | Time: 2029.64 ms [2021-05-05 07:01:57 main:581] : INFO : Epoch 1660 | loss: 0.0312046 | val_loss: 0.0312012 | Time: 2036 ms [2021-05-05 07:01:59 main:581] : INFO : Epoch 1661 | loss: 0.0312006 | val_loss: 0.0311989 | Time: 2003.45 ms [2021-05-05 07:02:01 main:581] : INFO : Epoch 1662 | loss: 0.0312042 | val_loss: 0.0311978 | Time: 2055.07 ms [2021-05-05 07:02:03 main:581] : INFO : Epoch 1663 | loss: 0.0312019 | val_loss: 0.0311977 | Time: 2030.38 ms [2021-05-05 07:02:05 main:581] : INFO : Epoch 1664 | loss: 0.0312117 | val_loss: 0.0312299 | Time: 2075.59 ms [2021-05-05 07:02:07 main:581] : INFO : Epoch 1665 | loss: 0.0312135 | val_loss: 0.0312052 | Time: 2027.24 ms [2021-05-05 07:02:09 main:581] : INFO : Epoch 1666 | loss: 0.0312193 | val_loss: 0.0312149 | Time: 2050.96 ms [2021-05-05 07:02:11 main:581] : INFO : Epoch 1667 | loss: 0.0312124 | val_loss: 0.0312 | Time: 2064.54 ms [2021-05-05 07:02:14 main:581] : INFO : Epoch 1668 | loss: 0.0312017 | val_loss: 0.0311982 | Time: 2021.8 ms [2021-05-05 07:02:16 main:581] : INFO : Epoch 1669 | loss: 0.0312028 | val_loss: 0.0312085 | Time: 2082.79 ms [2021-05-05 07:02:18 main:581] : INFO : Epoch 1670 | loss: 0.0312042 | val_loss: 0.0312058 | Time: 2041.45 ms [2021-05-05 07:02:20 main:581] : INFO : Epoch 1671 | loss: 0.0312044 | val_loss: 0.0312072 | Time: 2075.91 ms [2021-05-05 07:02:22 main:581] : INFO : Epoch 1672 | loss: 0.031211 | val_loss: 0.0311987 | Time: 2066.47 ms [2021-05-05 07:02:24 main:581] : INFO : Epoch 1673 | loss: 0.0312022 | val_loss: 0.0311966 | Time: 2077.2 ms [2021-05-05 07:02:26 main:581] : INFO : Epoch 1674 | loss: 0.0312055 | val_loss: 0.0311978 | Time: 2042.69 ms [2021-05-05 07:02:28 main:581] : INFO : Epoch 1675 | loss: 0.0312057 | val_loss: 0.0312262 | Time: 2183.72 ms [2021-05-05 07:02:30 main:581] : INFO : Epoch 1676 | loss: 0.0312009 | val_loss: 0.031198 | Time: 2040.21 ms [2021-05-05 07:02:32 main:581] : INFO : Epoch 1677 | loss: 0.0311989 | val_loss: 0.0311952 | Time: 2069.8 ms [2021-05-05 07:02:35 main:581] : INFO : Epoch 1678 | loss: 0.0312027 | val_loss: 0.0312088 | Time: 2337.46 ms [2021-05-05 07:02:37 main:581] : INFO : Epoch 1679 | loss: 0.0312159 | val_loss: 0.0311975 | Time: 1988.8 ms [2021-05-05 07:02:39 main:581] : INFO : Epoch 1680 | loss: 0.031206 | val_loss: 0.0311992 | Time: 1989.08 ms [2021-05-05 07:02:41 main:581] : INFO : Epoch 1681 | loss: 0.0311998 | val_loss: 0.031196 | Time: 2314.37 ms [2021-05-05 07:02:43 main:581] : INFO : Epoch 1682 | loss: 0.0312022 | val_loss: 0.0311952 | Time: 2180.5 ms [2021-05-05 07:02:45 main:581] : INFO : Epoch 1683 | loss: 0.0311988 | val_loss: 0.0311946 | Time: 2350.49 ms [2021-05-05 07:02:47 main:581] : INFO : Epoch 1684 | loss: 0.0311985 | val_loss: 0.0311941 | Time: 2084.09 ms [2021-05-05 07:02:49 main:581] : INFO : Epoch 1685 | loss: 0.0311985 | val_loss: 0.0311964 | Time: 2032.75 ms [2021-05-05 07:02:52 main:581] : INFO : Epoch 1686 | loss: 0.0311977 | val_loss: 0.0311942 | Time: 2068.19 ms [2021-05-05 07:02:54 main:581] : INFO : Epoch 1687 | loss: 0.0311985 | val_loss: 0.0312014 | Time: 2030.22 ms [2021-05-05 07:02:56 main:581] : INFO : Epoch 1688 | loss: 0.0311985 | val_loss: 0.0312056 | Time: 2112.49 ms [2021-05-05 07:02:58 main:581] : INFO : Epoch 1689 | loss: 0.0311969 | val_loss: 0.0312051 | Time: 2005.37 ms [2021-05-05 07:03:00 main:581] : INFO : Epoch 1690 | loss: 0.0311995 | val_loss: 0.0311932 | Time: 2012.42 ms [2021-05-05 07:03:02 main:581] : INFO : Epoch 1691 | loss: 0.0312053 | val_loss: 0.0311956 | Time: 2039.27 ms [2021-05-05 07:03:04 main:581] : INFO : Epoch 1692 | loss: 0.0311997 | val_loss: 0.0311996 | Time: 2045.81 ms [2021-05-05 07:03:06 main:581] : INFO : Epoch 1693 | loss: 0.0311973 | val_loss: 0.0311929 | Time: 2031.98 ms [2021-05-05 07:03:08 main:581] : INFO : Epoch 1694 | loss: 0.0311952 | val_loss: 0.0311923 | Time: 2022.34 ms [2021-05-05 07:03:10 main:581] : INFO : Epoch 1695 | loss: 0.0311958 | val_loss: 0.0312169 | Time: 2014.8 ms [2021-05-05 07:03:12 main:581] : INFO : Epoch 1696 | loss: 0.0312076 | val_loss: 0.0311966 | Time: 1967.39 ms [2021-05-05 07:03:14 main:581] : INFO : Epoch 1697 | loss: 0.0312001 | val_loss: 0.0311982 | Time: 1954.24 ms [2021-05-05 07:03:16 main:581] : INFO : Epoch 1698 | loss: 0.0311952 | val_loss: 0.0311946 | Time: 1987.85 ms [2021-05-05 07:03:18 main:581] : INFO : Epoch 1699 | loss: 0.0311946 | val_loss: 0.0312002 | Time: 2136.39 ms [2021-05-05 07:03:20 main:581] : INFO : Epoch 1700 | loss: 0.0311962 | val_loss: 0.0311968 | Time: 2140.34 ms [2021-05-05 07:03:22 main:581] : INFO : Epoch 1701 | loss: 0.0311993 | val_loss: 0.031204 | Time: 2252.69 ms [2021-05-05 07:03:25 main:581] : INFO : Epoch 1702 | loss: 0.0311996 | val_loss: 0.0311912 | Time: 2287.53 ms [2021-05-05 07:03:27 main:581] : INFO : Epoch 1703 | loss: 0.031199 | val_loss: 0.0311912 | Time: 2065.37 ms [2021-05-05 07:03:29 main:581] : INFO : Epoch 1704 | loss: 0.0312032 | val_loss: 0.0311915 | Time: 1966.01 ms [2021-05-05 07:03:31 main:581] : INFO : Epoch 1705 | loss: 0.0312071 | val_loss: 0.0312328 | Time: 2028.24 ms [2021-05-05 07:03:33 main:581] : INFO : Epoch 1706 | loss: 0.0312014 | val_loss: 0.0311963 | Time: 1970.3 ms [2021-05-05 07:03:35 main:581] : INFO : Epoch 1707 | loss: 0.0311948 | val_loss: 0.0311905 | Time: 2052.88 ms [2021-05-05 07:03:37 main:581] : INFO : Epoch 1708 | loss: 0.0311955 | val_loss: 0.0311987 | Time: 2054.2 ms [2021-05-05 07:03:39 main:581] : INFO : Epoch 1709 | loss: 0.0311984 | val_loss: 0.0311902 | Time: 2060.38 ms [2021-05-05 07:03:41 main:581] : INFO : Epoch 1710 | loss: 0.031195 | val_loss: 0.0311962 | Time: 2018.14 ms [2021-05-05 07:03:43 main:581] : INFO : Epoch 1711 | loss: 0.0311981 | val_loss: 0.0312177 | Time: 2065.4 ms [2021-05-05 07:03:45 main:581] : INFO : Epoch 1712 | loss: 0.0312148 | val_loss: 0.0312301 | Time: 2033.73 ms [2021-05-05 07:03:47 main:581] : INFO : Epoch 1713 | loss: 0.0312068 | val_loss: 0.0311939 | Time: 2040.51 ms [2021-05-05 07:03:49 main:581] : INFO : Epoch 1714 | loss: 0.0311978 | val_loss: 0.0311981 | Time: 1961.48 ms [2021-05-05 07:03:51 main:581] : INFO : Epoch 1715 | loss: 0.0312082 | val_loss: 0.0312031 | Time: 2146.91 ms [2021-05-05 07:03:53 main:581] : INFO : Epoch 1716 | loss: 0.0311956 | val_loss: 0.0311909 | Time: 2039.82 ms [2021-05-05 07:03:55 main:581] : INFO : Epoch 1717 | loss: 0.031196 | val_loss: 0.0311914 | Time: 2055.84 ms [2021-05-05 07:03:57 main:581] : INFO : Epoch 1718 | loss: 0.0312053 | val_loss: 0.0312151 | Time: 2027.08 ms [2021-05-05 07:03:59 main:581] : INFO : Epoch 1719 | loss: 0.0312021 | val_loss: 0.0312025 | Time: 2071.26 ms [2021-05-05 07:04:01 main:581] : INFO : Epoch 1720 | loss: 0.0311965 | val_loss: 0.0311924 | Time: 1968.82 ms [2021-05-05 07:04:03 main:581] : INFO : Epoch 1721 | loss: 0.0311953 | val_loss: 0.0311891 | Time: 2249.43 ms [2021-05-05 07:04:06 main:581] : INFO : Epoch 1722 | loss: 0.0311909 | val_loss: 0.0311915 | Time: 2071.1 ms [2021-05-05 07:04:08 main:581] : INFO : Epoch 1723 | loss: 0.03119 | val_loss: 0.0311993 | Time: 2199.83 ms [2021-05-05 07:04:10 main:581] : INFO : Epoch 1724 | loss: 0.0311998 | val_loss: 0.0311917 | Time: 2029.41 ms [2021-05-05 07:04:12 main:581] : INFO : Epoch 1725 | loss: 0.0311958 | val_loss: 0.0311912 | Time: 2067.49 ms [2021-05-05 07:04:14 main:581] : INFO : Epoch 1726 | loss: 0.0311886 | val_loss: 0.031188 | Time: 2343.25 ms [2021-05-05 07:04:16 main:581] : INFO : Epoch 1727 | loss: 0.0311881 | val_loss: 0.0311877 | Time: 2285.82 ms [2021-05-05 07:04:18 main:581] : INFO : Epoch 1728 | loss: 0.0311879 | val_loss: 0.0311878 | Time: 1967.04 ms [2021-05-05 07:04:21 main:581] : INFO : Epoch 1729 | loss: 0.0311987 | val_loss: 0.0312301 | Time: 2090.43 ms [2021-05-05 07:04:23 main:581] : INFO : Epoch 1730 | loss: 0.0311983 | val_loss: 0.0312024 | Time: 2119.93 ms [2021-05-05 07:04:25 main:581] : INFO : Epoch 1731 | loss: 0.0312043 | val_loss: 0.0311941 | Time: 2089.61 ms [2021-05-05 07:04:27 main:581] : INFO : Epoch 1732 | loss: 0.0312011 | val_loss: 0.031197 | Time: 2146.93 ms [2021-05-05 07:04:29 main:581] : INFO : Epoch 1733 | loss: 0.031193 | val_loss: 0.0311893 | Time: 2117.94 ms [2021-05-05 07:04:31 main:581] : INFO : Epoch 1734 | loss: 0.0311903 | val_loss: 0.0312 | Time: 2115.44 ms [2021-05-05 07:04:33 main:581] : INFO : Epoch 1735 | loss: 0.0311874 | val_loss: 0.0311959 | Time: 2067.51 ms [2021-05-05 07:04:35 main:581] : INFO : Epoch 1736 | loss: 0.0311949 | val_loss: 0.0311926 | Time: 2015.83 ms [2021-05-05 07:04:37 main:581] : INFO : Epoch 1737 | loss: 0.0311913 | val_loss: 0.0311894 | Time: 2146.52 ms [2021-05-05 07:04:39 main:581] : INFO : Epoch 1738 | loss: 0.0311904 | val_loss: 0.0311877 | Time: 2060.72 ms [2021-05-05 07:04:42 main:581] : INFO : Epoch 1739 | loss: 0.0311932 | val_loss: 0.0311997 | Time: 2158.83 ms [2021-05-05 07:04:44 main:581] : INFO : Epoch 1740 | loss: 0.0311913 | val_loss: 0.0311873 | Time: 2079.94 ms [2021-05-05 07:04:46 main:581] : INFO : Epoch 1741 | loss: 0.0311848 | val_loss: 0.0311863 | Time: 2053.65 ms [2021-05-05 07:04:48 main:581] : INFO : Epoch 1742 | loss: 0.031185 | val_loss: 0.0311859 | Time: 2002.71 ms [2021-05-05 07:04:50 main:581] : INFO : Epoch 1743 | loss: 0.031183 | val_loss: 0.0311855 | Time: 1967.59 ms [2021-05-05 07:04:52 main:581] : INFO : Epoch 1744 | loss: 0.0311876 | val_loss: 0.0311853 | Time: 2184.67 ms [2021-05-05 07:04:54 main:581] : INFO : Epoch 1745 | loss: 0.0311823 | val_loss: 0.0311896 | Time: 2014.77 ms [2021-05-05 07:04:56 main:581] : INFO : Epoch 1746 | loss: 0.0311897 | val_loss: 0.0311889 | Time: 2049.24 ms [2021-05-05 07:04:58 main:581] : INFO : Epoch 1747 | loss: 0.031184 | val_loss: 0.031186 | Time: 2033.22 ms [2021-05-05 07:05:00 main:581] : INFO : Epoch 1748 | loss: 0.0311828 | val_loss: 0.0311906 | Time: 2029.84 ms [2021-05-05 07:05:02 main:581] : INFO : Epoch 1749 | loss: 0.0311836 | val_loss: 0.0311952 | Time: 1998.33 ms [2021-05-05 07:05:04 main:581] : INFO : Epoch 1750 | loss: 0.031195 | val_loss: 0.0312067 | Time: 2032.38 ms [2021-05-05 07:05:06 main:581] : INFO : Epoch 1751 | loss: 0.0312012 | val_loss: 0.0312033 | Time: 2010.66 ms [2021-05-05 07:05:08 main:581] : INFO : Epoch 1752 | loss: 0.0311914 | val_loss: 0.0311911 | Time: 2054.03 ms [2021-05-05 07:05:10 main:581] : INFO : Epoch 1753 | loss: 0.031186 | val_loss: 0.0311872 | Time: 2056.58 ms [2021-05-05 07:05:12 main:581] : INFO : Epoch 1754 | loss: 0.0311858 | val_loss: 0.0311837 | Time: 2081.71 ms [2021-05-05 07:05:14 main:581] : INFO : Epoch 1755 | loss: 0.0311867 | val_loss: 0.0311884 | Time: 2029.39 ms [2021-05-05 07:05:16 main:581] : INFO : Epoch 1756 | loss: 0.0311838 | val_loss: 0.031192 | Time: 1865.12 ms [2021-05-05 07:05:18 main:581] : INFO : Epoch 1757 | loss: 0.0311887 | val_loss: 0.0311868 | Time: 2038.98 ms [2021-05-05 07:05:20 main:581] : INFO : Epoch 1758 | loss: 0.0311882 | val_loss: 0.0312026 | Time: 1908.24 ms [2021-05-05 07:05:22 main:581] : INFO : Epoch 1759 | loss: 0.0311812 | val_loss: 0.0311825 | Time: 2017.35 ms [2021-05-05 07:05:24 main:581] : INFO : Epoch 1760 | loss: 0.03118 | val_loss: 0.0311817 | Time: 2003.59 ms [2021-05-05 07:05:26 main:581] : INFO : Epoch 1761 | loss: 0.0311861 | val_loss: 0.0311996 | Time: 2011.64 ms [2021-05-05 07:05:28 main:581] : INFO : Epoch 1762 | loss: 0.0311804 | val_loss: 0.0311888 | Time: 1987.88 ms [2021-05-05 07:05:30 main:581] : INFO : Epoch 1763 | loss: 0.0311867 | val_loss: 0.0312141 | Time: 1970.62 ms [2021-05-05 07:05:32 main:581] : INFO : Epoch 1764 | loss: 0.0311868 | val_loss: 0.0311854 | Time: 2008.19 ms [2021-05-05 07:05:34 main:581] : INFO : Epoch 1765 | loss: 0.0311775 | val_loss: 0.0311863 | Time: 2009.09 ms [2021-05-05 07:05:36 main:581] : INFO : Epoch 1766 | loss: 0.0311776 | val_loss: 0.0311899 | Time: 2129.1 ms [2021-05-05 07:05:38 main:581] : INFO : Epoch 1767 | loss: 0.0311767 | val_loss: 0.0311828 | Time: 2105.3 ms [2021-05-05 07:05:40 main:581] : INFO : Epoch 1768 | loss: 0.0311784 | val_loss: 0.0311842 | Time: 2001.39 ms [2021-05-05 07:05:42 main:581] : INFO : Epoch 1769 | loss: 0.0311734 | val_loss: 0.0311896 | Time: 2173.89 ms [2021-05-05 07:05:45 main:581] : INFO : Epoch 1770 | loss: 0.0311805 | val_loss: 0.031186 | Time: 2298.56 ms [2021-05-05 07:05:47 main:581] : INFO : Epoch 1771 | loss: 0.0311777 | val_loss: 0.0311902 | Time: 2066.76 ms [2021-05-05 07:05:49 main:581] : INFO : Epoch 1772 | loss: 0.0311805 | val_loss: 0.0311916 | Time: 2048.67 ms [2021-05-05 07:05:51 main:581] : INFO : Epoch 1773 | loss: 0.0311883 | val_loss: 0.0311856 | Time: 2117.65 ms [2021-05-05 07:05:53 main:581] : INFO : Epoch 1774 | loss: 0.0311803 | val_loss: 0.0311861 | Time: 2022.24 ms [2021-05-05 07:05:55 main:581] : INFO : Epoch 1775 | loss: 0.0311734 | val_loss: 0.0311793 | Time: 2072.97 ms [2021-05-05 07:05:57 main:581] : INFO : Epoch 1776 | loss: 0.0311708 | val_loss: 0.0311813 | Time: 2045.15 ms [2021-05-05 07:05:59 main:581] : INFO : Epoch 1777 | loss: 0.0311748 | val_loss: 0.0311807 | Time: 2032.1 ms [2021-05-05 07:06:01 main:581] : INFO : Epoch 1778 | loss: 0.0311721 | val_loss: 0.0311783 | Time: 2002.01 ms [2021-05-05 07:06:03 main:581] : INFO : Epoch 1779 | loss: 0.0311723 | val_loss: 0.0311799 | Time: 1926.36 ms [2021-05-05 07:06:05 main:581] : INFO : Epoch 1780 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 2041.7 ms [2021-05-05 07:06:07 main:581] : INFO : Epoch 1781 | loss: 0.0311742 | val_loss: 0.0311786 | Time: 2019.99 ms [2021-05-05 07:06:09 main:581] : INFO : Epoch 1782 | loss: 0.0311727 | val_loss: 0.0311791 | Time: 2040.92 ms [2021-05-05 07:06:11 main:581] : INFO : Epoch 1783 | loss: 0.0311717 | val_loss: 0.0311875 | Time: 1875.07 ms [2021-05-05 07:06:13 main:581] : INFO : Epoch 1784 | loss: 0.0311748 | val_loss: 0.031181 | Time: 1930.23 ms [2021-05-05 07:06:15 main:581] : INFO : Epoch 1785 | loss: 0.0311695 | val_loss: 0.0311867 | Time: 1926.1 ms [2021-05-05 07:06:17 main:581] : INFO : Epoch 1786 | loss: 0.0311722 | val_loss: 0.0311789 | Time: 1976.81 ms [2021-05-05 07:06:19 main:581] : INFO : Epoch 1787 | loss: 0.0311717 | val_loss: 0.0311863 | Time: 2000.79 ms [2021-05-05 07:06:21 main:581] : INFO : Epoch 1788 | loss: 0.0311728 | val_loss: 0.0311915 | Time: 2009.15 ms [2021-05-05 07:06:23 main:581] : INFO : Epoch 1789 | loss: 0.0311674 | val_loss: 0.0311788 | Time: 1974.57 ms [2021-05-05 07:06:25 main:581] : INFO : Epoch 1790 | loss: 0.0311655 | val_loss: 0.031182 | Time: 2050.94 ms [2021-05-05 07:06:27 main:581] : INFO : Epoch 1791 | loss: 0.0311693 | val_loss: 0.0311797 | Time: 2097.99 ms [2021-05-05 07:06:29 main:581] : INFO : Epoch 1792 | loss: 0.0311688 | val_loss: 0.0311783 | Time: 2045.76 ms [2021-05-05 07:06:31 main:581] : INFO : Epoch 1793 | loss: 0.0311646 | val_loss: 0.0311828 | Time: 2040.88 ms [2021-05-05 07:06:33 main:581] : INFO : Epoch 1794 | loss: 0.0311649 | val_loss: 0.0311788 | Time: 2006.1 ms [2021-05-05 07:06:35 main:581] : INFO : Epoch 1795 | loss: 0.0311632 | val_loss: 0.0311789 | Time: 2001.38 ms [2021-05-05 07:06:37 main:581] : INFO : Epoch 1796 | loss: 0.0311694 | val_loss: 0.0311825 | Time: 1994.47 ms [2021-05-05 07:06:39 main:581] : INFO : Epoch 1797 | loss: 0.0311667 | val_loss: 0.031178 | Time: 1983.26 ms [2021-05-05 07:06:41 main:581] : INFO : Epoch 1798 | loss: 0.0311694 | val_loss: 0.0311791 | Time: 1802.27 ms [2021-05-05 07:06:43 main:581] : INFO : Epoch 1799 | loss: 0.0311695 | val_loss: 0.0311862 | Time: 1736.19 ms [2021-05-05 07:06:45 main:581] : INFO : Epoch 1800 | loss: 0.0311727 | val_loss: 0.0311818 | Time: 1901.16 ms [2021-05-05 07:06:47 main:581] : INFO : Epoch 1801 | loss: 0.0311648 | val_loss: 0.0311809 | Time: 1963.6 ms [2021-05-05 07:06:49 main:581] : INFO : Epoch 1802 | loss: 0.0311624 | val_loss: 0.0311815 | Time: 2006.28 ms [2021-05-05 07:06:51 main:581] : INFO : Epoch 1803 | loss: 0.0311671 | val_loss: 0.0311781 | Time: 1974.85 ms [2021-05-05 07:06:53 main:581] : INFO : Epoch 1804 | loss: 0.0311657 | val_loss: 0.031198 | Time: 2221.01 ms [2021-05-05 07:06:55 main:581] : INFO : Epoch 1805 | loss: 0.0311739 | val_loss: 0.031191 | Time: 1966.26 ms [2021-05-05 07:06:57 main:581] : INFO : Epoch 1806 | loss: 0.0311686 | val_loss: 0.0311863 | Time: 2102.15 ms [2021-05-05 07:06:59 main:581] : INFO : Epoch 1807 | loss: 0.0311654 | val_loss: 0.0311857 | Time: 2294.25 ms [2021-05-05 07:07:01 main:581] : INFO : Epoch 1808 | loss: 0.0311669 | val_loss: 0.0311902 | Time: 1982.4 ms [2021-05-05 07:07:03 main:581] : INFO : Epoch 1809 | loss: 0.0311674 | val_loss: 0.0311818 | Time: 2114.59 ms [2021-05-05 07:07:05 main:581] : INFO : Epoch 1810 | loss: 0.0311646 | val_loss: 0.0311799 | Time: 2049.63 ms [2021-05-05 07:07:07 main:581] : INFO : Epoch 1811 | loss: 0.0311598 | val_loss: 0.0311843 | Time: 2031.99 ms [2021-05-05 07:07:09 main:581] : INFO : Epoch 1812 | loss: 0.0311606 | val_loss: 0.0311839 | Time: 2018.28 ms [2021-05-05 07:07:11 main:581] : INFO : Epoch 1813 | loss: 0.0311622 | val_loss: 0.0311861 | Time: 2040.7 ms [2021-05-05 07:07:13 main:581] : INFO : Epoch 1814 | loss: 0.0311765 | val_loss: 0.0312224 | Time: 2053 ms [2021-05-05 07:07:15 main:581] : INFO : Epoch 1815 | loss: 0.0311776 | val_loss: 0.0311814 | Time: 1995.22 ms [2021-05-05 07:07:17 main:581] : INFO : Epoch 1816 | loss: 0.0311653 | val_loss: 0.0311887 | Time: 1964.56 ms [2021-05-05 07:07:19 main:581] : INFO : Epoch 1817 | loss: 0.0311614 | val_loss: 0.0311846 | Time: 1936.18 ms [2021-05-05 07:07:21 main:581] : INFO : Epoch 1818 | loss: 0.0311606 | val_loss: 0.0311832 | Time: 1951.06 ms [2021-05-05 07:07:23 main:581] : INFO : Epoch 1819 | loss: 0.0311611 | val_loss: 0.0311804 | Time: 2010.26 ms [2021-05-05 07:07:25 main:581] : INFO : Epoch 1820 | loss: 0.0311587 | val_loss: 0.0311805 | Time: 1994.75 ms [2021-05-05 07:07:27 main:581] : INFO : Epoch 1821 | loss: 0.0311575 | val_loss: 0.0311862 | Time: 2006.43 ms [2021-05-05 07:07:29 main:581] : INFO : Epoch 1822 | loss: 0.0311598 | val_loss: 0.031189 | Time: 2083.53 ms [2021-05-05 07:07:31 main:581] : INFO : Epoch 1823 | loss: 0.0311654 | val_loss: 0.0311932 | Time: 2059.33 ms [2021-05-05 07:07:33 main:581] : INFO : Epoch 1824 | loss: 0.0311613 | val_loss: 0.0311844 | Time: 2042.55 ms [2021-05-05 07:07:35 main:581] : INFO : Epoch 1825 | loss: 0.0311633 | val_loss: 0.0311808 | Time: 1968.01 ms [2021-05-05 07:07:37 main:581] : INFO : Epoch 1826 | loss: 0.0311586 | val_loss: 0.0311828 | Time: 1990.31 ms [2021-05-05 07:07:39 main:581] : INFO : Epoch 1827 | loss: 0.03116 | val_loss: 0.0311829 | Time: 2006.64 ms [2021-05-05 07:07:41 main:581] : INFO : Epoch 1828 | loss: 0.0311608 | val_loss: 0.0311831 | Time: 1996.84 ms [2021-05-05 07:07:43 main:581] : INFO : Epoch 1829 | loss: 0.0311631 | val_loss: 0.0311925 | Time: 2015.28 ms [2021-05-05 07:07:45 main:581] : INFO : Epoch 1830 | loss: 0.0311619 | val_loss: 0.0311878 | Time: 1978.51 ms [2021-05-05 07:07:47 main:581] : INFO : Epoch 1831 | loss: 0.0311613 | val_loss: 0.0311809 | Time: 2052.6 ms [2021-05-05 07:07:49 main:581] : INFO : Epoch 1832 | loss: 0.0311611 | val_loss: 0.031181 | Time: 1908.7 ms [2021-05-05 07:07:51 main:581] : INFO : Epoch 1833 | loss: 0.0311591 | val_loss: 0.0311835 | Time: 2004.13 ms [2021-05-05 07:07:53 main:581] : INFO : Epoch 1834 | loss: 0.0311628 | val_loss: 0.0311895 | Time: 1960.93 ms [2021-05-05 07:07:55 main:581] : INFO : Epoch 1835 | loss: 0.0311653 | val_loss: 0.0311794 | Time: 1877.17 ms [2021-05-05 07:07:57 main:581] : INFO : Epoch 1836 | loss: 0.0311616 | val_loss: 0.0311835 | Time: 1938.09 ms [2021-05-05 07:07:59 main:581] : INFO : Epoch 1837 | loss: 0.0311618 | val_loss: 0.0311847 | Time: 1988.77 ms [2021-05-05 07:08:01 main:581] : INFO : Epoch 1838 | loss: 0.0311629 | val_loss: 0.0311851 | Time: 2024.85 ms [2021-05-05 07:08:03 main:581] : INFO : Epoch 1839 | loss: 0.0311571 | val_loss: 0.0311812 | Time: 1983.37 ms [2021-05-05 07:08:05 main:581] : INFO : Epoch 1840 | loss: 0.0311559 | val_loss: 0.0311834 | Time: 2019.02 ms [2021-05-05 07:08:07 main:581] : INFO : Epoch 1841 | loss: 0.0311575 | val_loss: 0.031186 | Time: 2023.42 ms [2021-05-05 07:08:09 main:581] : INFO : Epoch 1842 | loss: 0.0311626 | val_loss: 0.0311817 | Time: 2009.94 ms [2021-05-05 07:08:11 main:581] : INFO : Epoch 1843 | loss: 0.0311576 | val_loss: 0.0311906 | Time: 2047.63 ms [2021-05-05 07:08:13 main:581] : INFO : Epoch 1844 | loss: 0.0311619 | val_loss: 0.031181 | Time: 2023.13 ms [2021-05-05 07:08:15 main:581] : INFO : Epoch 1845 | loss: 0.0311655 | val_loss: 0.0311833 | Time: 1963.28 ms [2021-05-05 07:08:17 main:581] : INFO : Epoch 1846 | loss: 0.0311563 | val_loss: 0.0311827 | Time: 1986.95 ms [2021-05-05 07:08:19 main:581] : INFO : Epoch 1847 | loss: 0.0311545 | val_loss: 0.0311826 | Time: 2103.2 ms [2021-05-05 07:08:22 main:581] : INFO : Epoch 1848 | loss: 0.0311569 | val_loss: 0.0311826 | Time: 2243.36 ms [2021-05-05 07:08:24 main:581] : INFO : Epoch 1849 | loss: 0.0311562 | val_loss: 0.0311853 | Time: 2031.6 ms [2021-05-05 07:08:26 main:581] : INFO : Epoch 1850 | loss: 0.0311554 | val_loss: 0.0311816 | Time: 2235.62 ms [2021-05-05 07:08:28 main:581] : INFO : Epoch 1851 | loss: 0.0311594 | val_loss: 0.031179 | Time: 2263.2 ms [2021-05-05 07:08:30 main:581] : INFO : Epoch 1852 | loss: 0.0311575 | val_loss: 0.0311829 | Time: 2068.76 ms [2021-05-05 07:08:32 main:581] : INFO : Epoch 1853 | loss: 0.0311565 | val_loss: 0.0311847 | Time: 2045.59 ms [2021-05-05 07:08:34 main:581] : INFO : Epoch 1854 | loss: 0.0311543 | val_loss: 0.031183 | Time: 2221.21 ms [2021-05-05 07:08:37 main:581] : INFO : Epoch 1855 | loss: 0.0311549 | val_loss: 0.0311827 | Time: 2195.72 ms [2021-05-05 07:08:39 main:581] : INFO : Epoch 1856 | loss: 0.0311597 | val_loss: 0.0311849 | Time: 2031.87 ms [2021-05-05 07:08:41 main:581] : INFO : Epoch 1857 | loss: 0.0311529 | val_loss: 0.0311883 | Time: 2027.65 ms [2021-05-05 07:08:43 main:581] : INFO : Epoch 1858 | loss: 0.0311617 | val_loss: 0.0311881 | Time: 1991.8 ms [2021-05-05 07:08:45 main:581] : INFO : Epoch 1859 | loss: 0.0311543 | val_loss: 0.0311881 | Time: 2019.78 ms [2021-05-05 07:08:47 main:581] : INFO : Epoch 1860 | loss: 0.0311544 | val_loss: 0.031184 | Time: 2099.34 ms [2021-05-05 07:08:49 main:581] : INFO : Epoch 1861 | loss: 0.0311535 | val_loss: 0.0311882 | Time: 2103.44 ms [2021-05-05 07:08:51 main:581] : INFO : Epoch 1862 | loss: 0.0311538 | val_loss: 0.0311825 | Time: 1883.73 ms [2021-05-05 07:08:53 main:581] : INFO : Epoch 1863 | loss: 0.0311546 | val_loss: 0.0311794 | Time: 2020.37 ms [2021-05-05 07:08:55 main:581] : INFO : Epoch 1864 | loss: 0.0311558 | val_loss: 0.0311942 | Time: 1998.6 ms [2021-05-05 07:08:57 main:581] : INFO : Epoch 1865 | loss: 0.0311541 | val_loss: 0.0311819 | Time: 1907.43 ms [2021-05-05 07:08:59 main:581] : INFO : Epoch 1866 | loss: 0.0311534 | val_loss: 0.0311892 | Time: 1906.95 ms [2021-05-05 07:09:01 main:581] : INFO : Epoch 1867 | loss: 0.0311522 | val_loss: 0.031183 | Time: 2109.42 ms [2021-05-05 07:09:03 main:581] : INFO : Epoch 1868 | loss: 0.0311535 | val_loss: 0.0311831 | Time: 2045.3 ms [2021-05-05 07:09:05 main:581] : INFO : Epoch 1869 | loss: 0.0311536 | val_loss: 0.0311954 | Time: 2076.86 ms [2021-05-05 07:09:07 main:581] : INFO : Epoch 1870 | loss: 0.0311587 | val_loss: 0.0311961 | Time: 2113.82 ms [2021-05-05 07:09:09 main:581] : INFO : Epoch 1871 | loss: 0.0311601 | val_loss: 0.0311826 | Time: 2104.3 ms [2021-05-05 07:09:11 main:581] : INFO : Epoch 1872 | loss: 0.0311578 | val_loss: 0.0311879 | Time: 2098.65 ms [2021-05-05 07:09:13 main:581] : INFO : Epoch 1873 | loss: 0.0311574 | val_loss: 0.0311785 | Time: 2003.66 ms [2021-05-05 07:09:15 main:581] : INFO : Epoch 1874 | loss: 0.031153 | val_loss: 0.0311792 | Time: 2040.46 ms [2021-05-05 07:09:17 main:581] : INFO : Epoch 1875 | loss: 0.0311547 | val_loss: 0.0311807 | Time: 2055.43 ms [2021-05-05 07:09:19 main:581] : INFO : Epoch 1876 | loss: 0.0311524 | val_loss: 0.0311832 | Time: 2107.52 ms [2021-05-05 07:09:21 main:581] : INFO : Epoch 1877 | loss: 0.0311612 | val_loss: 0.0311784 | Time: 2060.53 ms [2021-05-05 07:09:23 main:581] : INFO : Epoch 1878 | loss: 0.0311526 | val_loss: 0.0311837 | Time: 1979.09 ms [2021-05-05 07:09:25 main:581] : INFO : Epoch 1879 | loss: 0.0311527 | val_loss: 0.0311787 | Time: 1965.63 ms [2021-05-05 07:09:27 main:581] : INFO : Epoch 1880 | loss: 0.0311511 | val_loss: 0.0311846 | Time: 1978.43 ms [2021-05-05 07:09:29 main:581] : INFO : Epoch 1881 | loss: 0.03115 | val_loss: 0.0311904 | Time: 2019.54 ms [2021-05-05 07:09:31 main:581] : INFO : Epoch 1882 | loss: 0.0311546 | val_loss: 0.0311885 | Time: 2029.17 ms [2021-05-05 07:09:33 main:581] : INFO : Epoch 1883 | loss: 0.0311556 | val_loss: 0.0311795 | Time: 1979 ms [2021-05-05 07:09:35 main:581] : INFO : Epoch 1884 | loss: 0.0311522 | val_loss: 0.0311821 | Time: 2053.71 ms [2021-05-05 07:09:37 main:581] : INFO : Epoch 1885 | loss: 0.031151 | val_loss: 0.0311851 | Time: 2013.71 ms [2021-05-05 07:09:39 main:581] : INFO : Epoch 1886 | loss: 0.0311561 | val_loss: 0.0311794 | Time: 2018.17 ms [2021-05-05 07:09:42 main:581] : INFO : Epoch 1887 | loss: 0.0311549 | val_loss: 0.0312007 | Time: 2019.18 ms [2021-05-05 07:09:44 main:581] : INFO : Epoch 1888 | loss: 0.0311533 | val_loss: 0.0311864 | Time: 2010.81 ms [2021-05-05 07:09:46 main:581] : INFO : Epoch 1889 | loss: 0.0311529 | val_loss: 0.0311832 | Time: 1994.4 ms [2021-05-05 07:09:48 main:581] : INFO : Epoch 1890 | loss: 0.0311488 | val_loss: 0.0311768 | Time: 2039.07 ms [2021-05-05 07:09:50 main:581] : INFO : Epoch 1891 | loss: 0.0311484 | val_loss: 0.0311777 | Time: 2000.95 ms [2021-05-05 07:09:52 main:581] : INFO : Epoch 1892 | loss: 0.0311485 | val_loss: 0.0311877 | Time: 2005.21 ms [2021-05-05 07:09:54 main:581] : INFO : Epoch 1893 | loss: 0.0311493 | val_loss: 0.0311856 | Time: 2020.51 ms [2021-05-05 07:09:56 main:581] : INFO : Epoch 1894 | loss: 0.0311524 | val_loss: 0.0311785 | Time: 2029.06 ms [2021-05-05 07:09:58 main:581] : INFO : Epoch 1895 | loss: 0.0311525 | val_loss: 0.0311958 | Time: 1978.52 ms [2021-05-05 07:09:59 main:581] : INFO : Epoch 1896 | loss: 0.0311566 | val_loss: 0.0311788 | Time: 1916.99 ms [2021-05-05 07:10:01 main:581] : INFO : Epoch 1897 | loss: 0.0311536 | val_loss: 0.0311798 | Time: 1973.09 ms [2021-05-05 07:10:03 main:581] : INFO : Epoch 1898 | loss: 0.0311491 | val_loss: 0.0311868 | Time: 1933.87 ms [2021-05-05 07:10:05 main:581] : INFO : Epoch 1899 | loss: 0.0311527 | val_loss: 0.0311792 | Time: 2081.24 ms [2021-05-05 07:10:07 main:581] : INFO : Epoch 1900 | loss: 0.0311525 | val_loss: 0.0311788 | Time: 1959.83 ms [2021-05-05 07:10:09 main:581] : INFO : Epoch 1901 | loss: 0.0311521 | val_loss: 0.0311987 | Time: 2034.23 ms [2021-05-05 07:10:12 main:581] : INFO : Epoch 1902 | loss: 0.0311664 | val_loss: 0.0311837 | Time: 2033.98 ms [2021-05-05 07:10:14 main:581] : INFO : Epoch 1903 | loss: 0.0311614 | val_loss: 0.0311797 | Time: 2085.32 ms [2021-05-05 07:10:16 main:581] : INFO : Epoch 1904 | loss: 0.0311526 | val_loss: 0.0311784 | Time: 2017.19 ms [2021-05-05 07:10:18 main:581] : INFO : Epoch 1905 | loss: 0.0311561 | val_loss: 0.0311823 | Time: 2028.75 ms [2021-05-05 07:10:20 main:581] : INFO : Epoch 1906 | loss: 0.0311532 | val_loss: 0.0311885 | Time: 2048.38 ms [2021-05-05 07:10:22 main:581] : INFO : Epoch 1907 | loss: 0.0311601 | val_loss: 0.031201 | Time: 2120.09 ms [2021-05-05 07:10:24 main:581] : INFO : Epoch 1908 | loss: 0.0311673 | val_loss: 0.0312052 | Time: 2104.53 ms [2021-05-05 07:10:26 main:581] : INFO : Epoch 1909 | loss: 0.0311581 | val_loss: 0.0311967 | Time: 2234.14 ms [2021-05-05 07:10:28 main:581] : INFO : Epoch 1910 | loss: 0.0311519 | val_loss: 0.0311822 | Time: 2085.33 ms [2021-05-05 07:10:30 main:581] : INFO : Epoch 1911 | loss: 0.0311491 | val_loss: 0.0311814 | Time: 2061.91 ms [2021-05-05 07:10:32 main:581] : INFO : Epoch 1912 | loss: 0.0311469 | val_loss: 0.0311794 | Time: 2069.77 ms [2021-05-05 07:10:34 main:581] : INFO : Epoch 1913 | loss: 0.0311501 | val_loss: 0.0311752 | Time: 2004.64 ms [2021-05-05 07:10:36 main:581] : INFO : Epoch 1914 | loss: 0.0311516 | val_loss: 0.0311788 | Time: 2071.22 ms [2021-05-05 07:10:39 main:581] : INFO : Epoch 1915 | loss: 0.0311518 | val_loss: 0.0311849 | Time: 2105.8 ms [2021-05-05 07:10:41 main:581] : INFO : Epoch 1916 | loss: 0.0311501 | val_loss: 0.0311851 | Time: 2070.44 ms [2021-05-05 07:10:43 main:581] : INFO : Epoch 1917 | loss: 0.0311486 | val_loss: 0.0311849 | Time: 2046.8 ms [2021-05-05 07:10:45 main:581] : INFO : Epoch 1918 | loss: 0.0311494 | val_loss: 0.0311789 | Time: 2016.47 ms [2021-05-05 07:10:47 main:581] : INFO : Epoch 1919 | loss: 0.0311479 | val_loss: 0.0311782 | Time: 1990.9 ms [2021-05-05 07:10:49 main:581] : INFO : Epoch 1920 | loss: 0.0311484 | val_loss: 0.0311749 | Time: 2010.76 ms [2021-05-05 07:10:51 main:581] : INFO : Epoch 1921 | loss: 0.0311455 | val_loss: 0.031179 | Time: 2074.34 ms [2021-05-05 07:10:53 main:581] : INFO : Epoch 1922 | loss: 0.0311496 | val_loss: 0.0311869 | Time: 1935.16 ms [2021-05-05 07:10:55 main:581] : INFO : Epoch 1923 | loss: 0.0311678 | val_loss: 0.031172 | Time: 1995.49 ms [2021-05-05 07:10:57 main:581] : INFO : Epoch 1924 | loss: 0.0311609 | val_loss: 0.0311656 | Time: 1966.65 ms [2021-05-05 07:10:59 main:581] : INFO : Epoch 1925 | loss: 0.0311583 | val_loss: 0.0311703 | Time: 1995.99 ms [2021-05-05 07:11:01 main:581] : INFO : Epoch 1926 | loss: 0.0311614 | val_loss: 0.0311829 | Time: 1983.45 ms [2021-05-05 07:11:03 main:581] : INFO : Epoch 1927 | loss: 0.0311578 | val_loss: 0.0311709 | Time: 2048.52 ms [2021-05-05 07:11:05 main:581] : INFO : Epoch 1928 | loss: 0.0311552 | val_loss: 0.0311725 | Time: 2035.51 ms [2021-05-05 07:11:07 main:581] : INFO : Epoch 1929 | loss: 0.0311531 | val_loss: 0.0311755 | Time: 2039.43 ms [2021-05-05 07:11:09 main:581] : INFO : Epoch 1930 | loss: 0.0311497 | val_loss: 0.0311781 | Time: 1944.44 ms [2021-05-05 07:11:11 main:581] : INFO : Epoch 1931 | loss: 0.0311524 | val_loss: 0.0311794 | Time: 1956.76 ms [2021-05-05 07:11:13 main:581] : INFO : Epoch 1932 | loss: 0.0311511 | val_loss: 0.031176 | Time: 2059.69 ms [2021-05-05 07:11:15 main:581] : INFO : Epoch 1933 | loss: 0.0311497 | val_loss: 0.0311776 | Time: 2015.66 ms [2021-05-05 07:11:17 main:581] : INFO : Epoch 1934 | loss: 0.0311558 | val_loss: 0.0311821 | Time: 2004.84 ms [2021-05-05 07:11:19 main:581] : INFO : Epoch 1935 | loss: 0.0311526 | val_loss: 0.0311788 | Time: 1932.22 ms [2021-05-05 07:11:21 main:581] : INFO : Epoch 1936 | loss: 0.0311493 | val_loss: 0.031182 | Time: 1987.09 ms [2021-05-05 07:11:23 main:581] : INFO : Epoch 1937 | loss: 0.0311484 | val_loss: 0.0311755 | Time: 1988.52 ms [2021-05-05 07:11:25 main:581] : INFO : Epoch 1938 | loss: 0.0311485 | val_loss: 0.0311768 | Time: 2051.33 ms [2021-05-05 07:11:27 main:581] : INFO : Epoch 1939 | loss: 0.0311476 | val_loss: 0.0311857 | Time: 2219.36 ms [2021-05-05 07:11:29 main:581] : INFO : Epoch 1940 | loss: 0.0311559 | val_loss: 0.0311802 | Time: 1981.64 ms [2021-05-05 07:11:31 main:581] : INFO : Epoch 1941 | loss: 0.031148 | val_loss: 0.031177 | Time: 2138.77 ms [2021-05-05 07:11:33 main:581] : INFO : Epoch 1942 | loss: 0.0311483 | val_loss: 0.0311799 | Time: 1980.03 ms [2021-05-05 07:11:35 main:581] : INFO : Epoch 1943 | loss: 0.0311458 | val_loss: 0.0311838 | Time: 2029.03 ms [2021-05-05 07:11:37 main:581] : INFO : Epoch 1944 | loss: 0.0311502 | val_loss: 0.0311786 | Time: 1991.09 ms [2021-05-05 07:11:39 main:581] : INFO : Epoch 1945 | loss: 0.0311534 | val_loss: 0.0312046 | Time: 1990.71 ms [2021-05-05 07:11:41 main:581] : INFO : Epoch 1946 | loss: 0.0311547 | val_loss: 0.031174 | Time: 1998.66 ms [2021-05-05 07:11:43 main:581] : INFO : Epoch 1947 | loss: 0.0311518 | val_loss: 0.0311816 | Time: 2039.57 ms [2021-05-05 07:11:45 main:581] : INFO : Epoch 1948 | loss: 0.0311493 | val_loss: 0.0311816 | Time: 2059.76 ms [2021-05-05 07:11:47 main:581] : INFO : Epoch 1949 | loss: 0.0311616 | val_loss: 0.0311775 | Time: 2034.05 ms [2021-05-05 07:11:49 main:581] : INFO : Epoch 1950 | loss: 0.0311541 | val_loss: 0.031177 | Time: 1994.12 ms [2021-05-05 07:11:51 main:581] : INFO : Epoch 1951 | loss: 0.0311516 | val_loss: 0.0311781 | Time: 1976.36 ms [2021-05-05 07:11:53 main:581] : INFO : Epoch 1952 | loss: 0.0311472 | val_loss: 0.0311775 | Time: 1976.49 ms [2021-05-05 07:11:55 main:581] : INFO : Epoch 1953 | loss: 0.0311489 | val_loss: 0.0312009 | Time: 2070.78 ms [2021-05-05 07:11:57 main:581] : INFO : Epoch 1954 | loss: 0.0311536 | val_loss: 0.0311835 | Time: 1981.6 ms [2021-05-05 07:11:59 main:581] : INFO : Epoch 1955 | loss: 0.0311521 | val_loss: 0.0311842 | Time: 2085.32 ms [2021-05-05 07:12:01 main:581] : INFO : Epoch 1956 | loss: 0.0311481 | val_loss: 0.0311781 | Time: 2051.35 ms [2021-05-05 07:12:03 main:581] : INFO : Epoch 1957 | loss: 0.0311481 | val_loss: 0.0311825 | Time: 2049.15 ms [2021-05-05 07:12:06 main:581] : INFO : Epoch 1958 | loss: 0.0311451 | val_loss: 0.0311747 | Time: 2318.7 ms [2021-05-05 07:12:08 main:581] : INFO : Epoch 1959 | loss: 0.0311442 | val_loss: 0.0311827 | Time: 2166.89 ms [2021-05-05 07:12:10 main:581] : INFO : Epoch 1960 | loss: 0.0311436 | val_loss: 0.0311801 | Time: 2077.39 ms [2021-05-05 07:12:12 main:581] : INFO : Epoch 1961 | loss: 0.031147 | val_loss: 0.0311836 | Time: 1987.84 ms [2021-05-05 07:12:14 main:581] : INFO : Epoch 1962 | loss: 0.0311445 | val_loss: 0.0311788 | Time: 2023.88 ms [2021-05-05 07:12:16 main:581] : INFO : Epoch 1963 | loss: 0.0311425 | val_loss: 0.0311825 | Time: 1986.98 ms [2021-05-05 07:12:18 main:581] : INFO : Epoch 1964 | loss: 0.0311412 | val_loss: 0.031177 | Time: 2047.82 ms [2021-05-05 07:12:20 main:581] : INFO : Epoch 1965 | loss: 0.0311456 | val_loss: 0.031177 | Time: 1997.83 ms [2021-05-05 07:12:22 main:581] : INFO : Epoch 1966 | loss: 0.0311542 | val_loss: 0.0311801 | Time: 2017.77 ms [2021-05-05 07:12:24 main:581] : INFO : Epoch 1967 | loss: 0.0311479 | val_loss: 0.0311832 | Time: 2131.52 ms [2021-05-05 07:12:26 main:581] : INFO : Epoch 1968 | loss: 0.0311545 | val_loss: 0.0311926 | Time: 2130.96 ms [2021-05-05 07:12:28 main:581] : INFO : Epoch 1969 | loss: 0.0311525 | val_loss: 0.0311828 | Time: 2020.34 ms [2021-05-05 07:12:30 main:581] : INFO : Epoch 1970 | loss: 0.0311471 | val_loss: 0.031173 | Time: 2037.12 ms [2021-05-05 07:12:32 main:581] : INFO : Epoch 1971 | loss: 0.0311454 | val_loss: 0.0311772 | Time: 1983.17 ms [2021-05-05 07:12:34 main:581] : INFO : Epoch 1972 | loss: 0.0311427 | val_loss: 0.0311751 | Time: 2008.87 ms [2021-05-05 07:12:36 main:581] : INFO : Epoch 1973 | loss: 0.0311415 | val_loss: 0.031177 | Time: 1993.75 ms [2021-05-05 07:12:38 main:581] : INFO : Epoch 1974 | loss: 0.0311429 | val_loss: 0.031175 | Time: 1980.21 ms [2021-05-05 07:12:40 main:581] : INFO : Epoch 1975 | loss: 0.0311404 | val_loss: 0.0311747 | Time: 2008.26 ms [2021-05-05 07:12:42 main:581] : INFO : Epoch 1976 | loss: 0.0311442 | val_loss: 0.0311779 | Time: 1982.49 ms [2021-05-05 07:12:44 main:581] : INFO : Epoch 1977 | loss: 0.031142 | val_loss: 0.0311791 | Time: 2044.25 ms [2021-05-05 07:12:46 main:581] : INFO : Epoch 1978 | loss: 0.0311425 | val_loss: 0.0311762 | Time: 2011.79 ms [2021-05-05 07:12:48 main:581] : INFO : Epoch 1979 | loss: 0.0311441 | val_loss: 0.031183 | Time: 2023.24 ms [2021-05-05 07:12:50 main:581] : INFO : Epoch 1980 | loss: 0.0311437 | val_loss: 0.0311771 | Time: 1946.39 ms [2021-05-05 07:12:52 main:581] : INFO : Epoch 1981 | loss: 0.0311442 | val_loss: 0.0311831 | Time: 1956.69 ms [2021-05-05 07:12:54 main:581] : INFO : Epoch 1982 | loss: 0.0311397 | val_loss: 0.0311834 | Time: 1994.76 ms [2021-05-05 07:12:56 main:581] : INFO : Epoch 1983 | loss: 0.0311461 | val_loss: 0.0311802 | Time: 1966.57 ms [2021-05-05 07:12:58 main:581] : INFO : Epoch 1984 | loss: 0.0311417 | val_loss: 0.0311826 | Time: 2025.19 ms [2021-05-05 07:13:00 main:581] : INFO : Epoch 1985 | loss: 0.0311508 | val_loss: 0.0311794 | Time: 2026.9 ms [2021-05-05 07:13:02 main:581] : INFO : Epoch 1986 | loss: 0.0311499 | val_loss: 0.0311768 | Time: 2068.93 ms [2021-05-05 07:13:04 main:581] : INFO : Epoch 1987 | loss: 0.031144 | val_loss: 0.0311765 | Time: 1950.53 ms [2021-05-05 07:13:06 main:581] : INFO : Epoch 1988 | loss: 0.0311411 | val_loss: 0.031195 | Time: 1943.46 ms [2021-05-05 07:13:08 main:581] : INFO : Epoch 1989 | loss: 0.0311443 | val_loss: 0.031198 | Time: 1983.5 ms [2021-05-05 07:13:10 main:581] : INFO : Epoch 1990 | loss: 0.0311474 | val_loss: 0.0311807 | Time: 1986.72 ms [2021-05-05 07:13:12 main:581] : INFO : Epoch 1991 | loss: 0.0311443 | val_loss: 0.0311848 | Time: 1979.23 ms [2021-05-05 07:13:14 main:581] : INFO : Epoch 1992 | loss: 0.0311405 | val_loss: 0.0311816 | Time: 1960.22 ms [2021-05-05 07:13:16 main:581] : INFO : Epoch 1993 | loss: 0.0311392 | val_loss: 0.0311785 | Time: 2131.83 ms [2021-05-05 07:13:18 main:581] : INFO : Epoch 1994 | loss: 0.0311432 | val_loss: 0.0311803 | Time: 2140.78 ms [2021-05-05 07:13:20 main:581] : INFO : Epoch 1995 | loss: 0.0311452 | val_loss: 0.0311777 | Time: 2041.59 ms [2021-05-05 07:13:22 main:581] : INFO : Epoch 1996 | loss: 0.0311509 | val_loss: 0.031178 | Time: 2017.97 ms [2021-05-05 07:13:24 main:581] : INFO : Epoch 1997 | loss: 0.0311459 | val_loss: 0.0311756 | Time: 1915.88 ms [2021-05-05 07:13:26 main:581] : INFO : Epoch 1998 | loss: 0.0311446 | val_loss: 0.0311788 | Time: 2015.31 ms [2021-05-05 07:13:28 main:581] : INFO : Epoch 1999 | loss: 0.0311415 | val_loss: 0.0311797 | Time: 1987.63 ms [2021-05-05 07:13:30 main:581] : INFO : Epoch 2000 | loss: 0.031138 | val_loss: 0.03118 | Time: 2067.71 ms [2021-05-05 07:13:33 main:581] : INFO : Epoch 2001 | loss: 0.0311461 | val_loss: 0.0311744 | Time: 2235.39 ms [2021-05-05 07:13:35 main:581] : INFO : Epoch 2002 | loss: 0.0311412 | val_loss: 0.0311768 | Time: 2024.75 ms [2021-05-05 07:13:37 main:581] : INFO : Epoch 2003 | loss: 0.0311372 | val_loss: 0.0311783 | Time: 2045.58 ms [2021-05-05 07:13:39 main:581] : INFO : Epoch 2004 | loss: 0.0311464 | val_loss: 0.0311865 | Time: 2147.78 ms [2021-05-05 07:13:41 main:581] : INFO : Epoch 2005 | loss: 0.0311479 | val_loss: 0.0311982 | Time: 2047.64 ms [2021-05-05 07:13:43 main:581] : INFO : Epoch 2006 | loss: 0.0311456 | val_loss: 0.0311848 | Time: 1974.41 ms [2021-05-05 07:13:45 main:581] : INFO : Epoch 2007 | loss: 0.0311461 | val_loss: 0.0311733 | Time: 2001.61 ms [2021-05-05 07:13:47 main:581] : INFO : Epoch 2008 | loss: 0.0311507 | val_loss: 0.031187 | Time: 2021.83 ms [2021-05-05 07:13:49 main:581] : INFO : Epoch 2009 | loss: 0.0311468 | val_loss: 0.0311871 | Time: 1988.17 ms [2021-05-05 07:13:51 main:581] : INFO : Epoch 2010 | loss: 0.0311403 | val_loss: 0.0311815 | Time: 1891.21 ms [2021-05-05 07:13:53 main:581] : INFO : Epoch 2011 | loss: 0.0311412 | val_loss: 0.0311799 | Time: 2048.16 ms [2021-05-05 07:13:55 main:581] : INFO : Epoch 2012 | loss: 0.0311405 | val_loss: 0.0311881 | Time: 2043.7 ms [2021-05-05 07:13:57 main:581] : INFO : Epoch 2013 | loss: 0.0311402 | val_loss: 0.0312002 | Time: 2131.13 ms [2021-05-05 07:13:59 main:581] : INFO : Epoch 2014 | loss: 0.0311377 | val_loss: 0.0311798 | Time: 2095.7 ms [2021-05-05 07:14:01 main:581] : INFO : Epoch 2015 | loss: 0.0311383 | val_loss: 0.0311888 | Time: 2034.08 ms [2021-05-05 07:14:03 main:581] : INFO : Epoch 2016 | loss: 0.0311388 | val_loss: 0.0311765 | Time: 2125.49 ms [2021-05-05 07:14:05 main:581] : INFO : Epoch 2017 | loss: 0.03114 | val_loss: 0.0311828 | Time: 2060.12 ms [2021-05-05 07:14:07 main:581] : INFO : Epoch 2018 | loss: 0.0311612 | val_loss: 0.0311773 | Time: 2047.21 ms [2021-05-05 07:14:09 main:581] : INFO : Epoch 2019 | loss: 0.0311491 | val_loss: 0.0311772 | Time: 2065.21 ms [2021-05-05 07:14:11 main:581] : INFO : Epoch 2020 | loss: 0.0311453 | val_loss: 0.0311766 | Time: 1961.07 ms [2021-05-05 07:14:13 main:581] : INFO : Epoch 2021 | loss: 0.031143 | val_loss: 0.0311846 | Time: 1996.72 ms [2021-05-05 07:14:16 main:581] : INFO : Epoch 2022 | loss: 0.0311459 | val_loss: 0.0311801 | Time: 2044.83 ms [2021-05-05 07:14:18 main:581] : INFO : Epoch 2023 | loss: 0.0311401 | val_loss: 0.0311799 | Time: 2252.14 ms [2021-05-05 07:14:20 main:581] : INFO : Epoch 2024 | loss: 0.0311391 | val_loss: 0.031179 | Time: 2036.8 ms [2021-05-05 07:14:22 main:581] : INFO : Epoch 2025 | loss: 0.0311398 | val_loss: 0.0311793 | Time: 2139.84 ms [2021-05-05 07:14:24 main:581] : INFO : Epoch 2026 | loss: 0.0311365 | val_loss: 0.0311829 | Time: 2030.35 ms [2021-05-05 07:14:26 main:581] : INFO : Epoch 2027 | loss: 0.0311399 | val_loss: 0.0311836 | Time: 2120.68 ms [2021-05-05 07:14:28 main:581] : INFO : Epoch 2028 | loss: 0.031145 | val_loss: 0.031186 | Time: 2027.79 ms [2021-05-05 07:14:30 main:581] : INFO : Epoch 2029 | loss: 0.0311457 | val_loss: 0.0311805 | Time: 2063.22 ms [2021-05-05 07:14:32 main:581] : INFO : Epoch 2030 | loss: 0.0311401 | val_loss: 0.0311845 | Time: 2005.12 ms [2021-05-05 07:14:34 main:581] : INFO : Epoch 2031 | loss: 0.0311444 | val_loss: 0.0311792 | Time: 1997.25 ms [2021-05-05 07:14:36 main:581] : INFO : Epoch 2032 | loss: 0.0311436 | val_loss: 0.0311841 | Time: 1927.14 ms [2021-05-05 07:14:38 main:581] : INFO : Epoch 2033 | loss: 0.0311391 | val_loss: 0.0311838 | Time: 2031.12 ms [2021-05-05 07:14:40 main:581] : INFO : Epoch 2034 | loss: 0.0311393 | val_loss: 0.0311853 | Time: 2017.75 ms [2021-05-05 07:14:42 main:581] : INFO : Epoch 2035 | loss: 0.0311394 | val_loss: 0.0311792 | Time: 2002.4 ms [2021-05-05 07:14:44 main:581] : INFO : Epoch 2036 | loss: 0.0311411 | val_loss: 0.0311827 | Time: 1971.04 ms [2021-05-05 07:14:46 main:581] : INFO : Epoch 2037 | loss: 0.0311362 | val_loss: 0.031183 | Time: 1952.77 ms [2021-05-05 07:14:48 main:581] : INFO : Epoch 2038 | loss: 0.031139 | val_loss: 0.031186 | Time: 1943.46 ms [2021-05-05 07:14:50 main:581] : INFO : Epoch 2039 | loss: 0.0311426 | val_loss: 0.0311871 | Time: 1950.72 ms [2021-05-05 07:14:52 main:581] : INFO : Epoch 2040 | loss: 0.0311445 | val_loss: 0.0311834 | Time: 1999.48 ms [2021-05-05 07:14:54 main:581] : INFO : Epoch 2041 | loss: 0.0311407 | val_loss: 0.03118 | Time: 1971.11 ms [2021-05-05 07:14:56 main:581] : INFO : Epoch 2042 | loss: 0.0311375 | val_loss: 0.031178 | Time: 1875.77 ms [2021-05-05 07:14:58 main:581] : INFO : Epoch 2043 | loss: 0.0311378 | val_loss: 0.0311799 | Time: 2013.54 ms [2021-05-05 07:15:00 main:581] : INFO : Epoch 2044 | loss: 0.031141 | val_loss: 0.0311889 | Time: 2007.21 ms [2021-05-05 07:15:02 main:581] : INFO : Epoch 2045 | loss: 0.0311379 | val_loss: 0.0311731 | Time: 2011.49 ms [2021-05-05 07:15:04 main:581] : INFO : Epoch 2046 | loss: 0.0311337 | val_loss: 0.0311796 | Time: 1975.78 ms [2021-05-05 07:15:06 main:581] : INFO : Epoch 2047 | loss: 0.0311363 | val_loss: 0.0311758 | Time: 1981.99 ms [2021-05-05 07:15:08 main:581] : INFO : Epoch 2048 | loss: 0.0311398 | val_loss: 0.0311964 | Time: 2003.12 ms [2021-05-05 07:15:08 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311964 [2021-05-05 07:15:08 main:610] : INFO : Saving end state to config to file [2021-05-05 07:15:08 main:615] : INFO : Success, exiting.. 07:15:08 (191404): 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)