Task 11080105
| Name | ParityModified-1638636450-20487-3-0_0 |
| Workunit | 8365077 |
| Created | 26 Jan 2022, 9:26:42 UTC |
| Sent | 12 Feb 2022, 18:59:02 UTC |
| Report deadline | 20 Feb 2022, 18:59:02 UTC |
| Received | 13 Feb 2022, 3:45:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17996 |
| Run time | 1 hours 9 min 58 sec |
| CPU time | 1 hours 9 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,899.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031029 | val_loss: 0.0312442 | Time: 2090.37 ms
[2022-02-12 21:27:46 main:574] : INFO : Epoch 1543 | loss: 0.0310232 | val_loss: 0.0312329 | Time: 2092.5 ms
[2022-02-12 21:27:48 main:574] : INFO : Epoch 1544 | loss: 0.0310213 | val_loss: 0.0312536 | Time: 2132.27 ms
[2022-02-12 21:27:50 main:574] : INFO : Epoch 1545 | loss: 0.0310243 | val_loss: 0.0312567 | Time: 2111.33 ms
[2022-02-12 21:27:52 main:574] : INFO : Epoch 1546 | loss: 0.0310285 | val_loss: 0.0312439 | Time: 2127.5 ms
[2022-02-12 21:27:54 main:574] : INFO : Epoch 1547 | loss: 0.0310415 | val_loss: 0.0312322 | Time: 2078.03 ms
[2022-02-12 21:27:57 main:574] : INFO : Epoch 1548 | loss: 0.0310348 | val_loss: 0.0312721 | Time: 2100.64 ms
[2022-02-12 21:27:59 main:574] : INFO : Epoch 1549 | loss: 0.0310274 | val_loss: 0.0312581 | Time: 2108.06 ms
[2022-02-12 21:28:01 main:574] : INFO : Epoch 1550 | loss: 0.0310265 | val_loss: 0.031252 | Time: 2051.45 ms
[2022-02-12 21:28:03 main:574] : INFO : Epoch 1551 | loss: 0.0310238 | val_loss: 0.0312347 | Time: 2116.1 ms
[2022-02-12 21:28:05 main:574] : INFO : Epoch 1552 | loss: 0.0310294 | val_loss: 0.0312621 | Time: 2097.37 ms
[2022-02-12 21:28:07 main:574] : INFO : Epoch 1553 | loss: 0.0310255 | val_loss: 0.0312583 | Time: 2137.32 ms
[2022-02-12 21:28:09 main:574] : INFO : Epoch 1554 | loss: 0.0310201 | val_loss: 0.0312755 | Time: 2004.6 ms
[2022-02-12 21:28:11 main:574] : INFO : Epoch 1555 | loss: 0.0310222 | val_loss: 0.0312784 | Time: 2077.69 ms
[2022-02-12 21:28:13 main:574] : INFO : Epoch 1556 | loss: 0.0310318 | val_loss: 0.0312189 | Time: 2107.22 ms
[2022-02-12 21:28:15 main:574] : INFO : Epoch 1557 | loss: 0.0310479 | val_loss: 0.0312374 | Time: 2068.28 ms
[2022-02-12 21:28:17 main:574] : INFO : Epoch 1558 | loss: 0.0310387 | val_loss: 0.031244 | Time: 2061.61 ms
[2022-02-12 21:28:19 main:574] : INFO : Epoch 1559 | loss: 0.0310417 | val_loss: 0.0312639 | Time: 2043.46 ms
[2022-02-12 21:28:22 main:574] : INFO : Epoch 1560 | loss: 0.0310433 | val_loss: 0.0312318 | Time: 2099.56 ms
[2022-02-12 21:28:24 main:574] : INFO : Epoch 1561 | loss: 0.0310395 | val_loss: 0.0312666 | Time: 2106.99 ms
[2022-02-12 21:28:26 main:574] : INFO : Epoch 1562 | loss: 0.0310442 | val_loss: 0.0312141 | Time: 2020.97 ms
[2022-02-12 21:28:28 main:574] : INFO : Epoch 1563 | loss: 0.031038 | val_loss: 0.0312859 | Time: 2076.74 ms
[2022-02-12 21:28:30 main:574] : INFO : Epoch 1564 | loss: 0.0310307 | val_loss: 0.03123 | Time: 2103.81 ms
[2022-02-12 21:28:32 main:574] : INFO : Epoch 1565 | loss: 0.0310359 | val_loss: 0.0312445 | Time: 2075.94 ms
[2022-02-12 21:28:34 main:574] : INFO : Epoch 1566 | loss: 0.0310369 | val_loss: 0.0312097 | Time: 2112.07 ms
[2022-02-12 21:28:36 main:574] : INFO : Epoch 1567 | loss: 0.031031 | val_loss: 0.0312439 | Time: 2024.77 ms
[2022-02-12 21:28:38 main:574] : INFO : Epoch 1568 | loss: 0.03103 | val_loss: 0.0312516 | Time: 2074.19 ms
[2022-02-12 21:28:40 main:574] : INFO : Epoch 1569 | loss: 0.0310263 | val_loss: 0.0312466 | Time: 2042.21 ms
[2022-02-12 21:28:42 main:574] : INFO : Epoch 1570 | loss: 0.0310369 | val_loss: 0.031238 | Time: 2089.23 ms
[2022-02-12 21:28:44 main:574] : INFO : Epoch 1571 | loss: 0.0310386 | val_loss: 0.0312505 | Time: 2093.24 ms
[2022-02-12 21:28:46 main:574] : INFO : Epoch 1572 | loss: 0.0310312 | val_loss: 0.0312234 | Time: 2048.17 ms
[2022-02-12 21:28:49 main:574] : INFO : Epoch 1573 | loss: 0.0310385 | val_loss: 0.0312466 | Time: 2051.17 ms
[2022-02-12 21:28:51 main:574] : INFO : Epoch 1574 | loss: 0.031033 | val_loss: 0.0312544 | Time: 2084.35 ms
[2022-02-12 21:28:53 main:574] : INFO : Epoch 1575 | loss: 0.0310316 | val_loss: 0.0312489 | Time: 2048.33 ms
[2022-02-12 21:28:55 main:574] : INFO : Epoch 1576 | loss: 0.0310209 | val_loss: 0.0312575 | Time: 2060.51 ms
[2022-02-12 21:28:57 main:574] : INFO : Epoch 1577 | loss: 0.0310211 | val_loss: 0.0312275 | Time: 2037.64 ms
[2022-02-12 21:28:59 main:574] : INFO : Epoch 1578 | loss: 0.0310306 | val_loss: 0.0312457 | Time: 2086.41 ms
[2022-02-12 21:29:01 main:574] : INFO : Epoch 1579 | loss: 0.0310243 | val_loss: 0.0312503 | Time: 2126.05 ms
[2022-02-12 21:29:03 main:574] : INFO : Epoch 1580 | loss: 0.0310318 | val_loss: 0.0312422 | Time: 2084.21 ms
[2022-02-12 21:29:05 main:574] : INFO : Epoch 1581 | loss: 0.0310356 | val_loss: 0.0312584 | Time: 2040.89 ms
[2022-02-12 21:29:07 main:574] : INFO : Epoch 1582 | loss: 0.0310351 | val_loss: 0.0312539 | Time: 2098.74 ms
[2022-02-12 21:29:09 main:574] : INFO : Epoch 1583 | loss: 0.0310273 | val_loss: 0.0312622 | Time: 2087.7 ms
[2022-02-12 21:29:11 main:574] : INFO : Epoch 1584 | loss: 0.0310276 | val_loss: 0.0312593 | Time: 2037.24 ms
[2022-02-12 21:29:13 main:574] : INFO : Epoch 1585 | loss: 0.0310276 | val_loss: 0.0312523 | Time: 2023.87 ms
[2022-02-12 21:29:16 main:574] : INFO : Epoch 1586 | loss: 0.0310205 | val_loss: 0.0312549 | Time: 2077.75 ms
[2022-02-12 21:29:18 main:574] : INFO : Epoch 1587 | loss: 0.0310168 | val_loss: 0.0312489 | Time: 2082.77 ms
[2022-02-12 21:29:20 main:574] : INFO : Epoch 1588 | loss: 0.0310318 | val_loss: 0.0312443 | Time: 2100.09 ms
[2022-02-12 21:29:22 main:574] : INFO : Epoch 1589 | loss: 0.0310293 | val_loss: 0.0312403 | Time: 2065.95 ms
[2022-02-12 21:29:24 main:574] : INFO : Epoch 1590 | loss: 0.0310425 | val_loss: 0.0312433 | Time: 2064.21 ms
[2022-02-12 21:29:26 main:574] : INFO : Epoch 1591 | loss: 0.0310326 | val_loss: 0.0312333 | Time: 2089.11 ms
[2022-02-12 21:29:28 main:574] : INFO : Epoch 1592 | loss: 0.0310236 | val_loss: 0.0312446 | Time: 1990.52 ms
[2022-02-12 21:29:30 main:574] : INFO : Epoch 1593 | loss: 0.0310267 | val_loss: 0.0312603 | Time: 1975.15 ms
[2022-02-12 21:29:32 main:574] : INFO : Epoch 1594 | loss: 0.0310314 | val_loss: 0.0312524 | Time: 2004.46 ms
[2022-02-12 21:29:34 main:574] : INFO : Epoch 1595 | loss: 0.0310266 | val_loss: 0.0312621 | Time: 2114.87 ms
[2022-02-12 21:29:36 main:574] : INFO : Epoch 1596 | loss: 0.0310235 | val_loss: 0.0312601 | Time: 2057.82 ms
[2022-02-12 21:29:38 main:574] : INFO : Epoch 1597 | loss: 0.0310271 | val_loss: 0.0312428 | Time: 2076.79 ms
[2022-02-12 21:29:40 main:574] : INFO : Epoch 1598 | loss: 0.0310411 | val_loss: 0.031266 | Time: 2108.8 ms
[2022-02-12 21:29:42 main:574] : INFO : Epoch 1599 | loss: 0.0310357 | val_loss: 0.0312264 | Time: 2084.95 ms
[2022-02-12 21:29:45 main:574] : INFO : Epoch 1600 | loss: 0.0310317 | val_loss: 0.0312222 | Time: 2022.86 ms
[2022-02-12 21:29:47 main:574] : INFO : Epoch 1601 | loss: 0.0310322 | val_loss: 0.0312688 | Time: 2100.72 ms
[2022-02-12 21:29:49 main:574] : INFO : Epoch 1602 | loss: 0.0310285 | val_loss: 0.0312525 | Time: 2104.96 ms
[2022-02-12 21:29:51 main:574] : INFO : Epoch 1603 | loss: 0.031025 | val_loss: 0.0312352 | Time: 2092.6 ms
[2022-02-12 21:29:53 main:574] : INFO : Epoch 1604 | loss: 0.031031 | val_loss: 0.0312384 | Time: 2085.41 ms
[2022-02-12 21:29:55 main:574] : INFO : Epoch 1605 | loss: 0.0310217 | val_loss: 0.0312636 | Time: 2114.48 ms
[2022-02-12 21:29:57 main:574] : INFO : Epoch 1606 | loss: 0.0310179 | val_loss: 0.0312388 | Time: 2074.37 ms
[2022-02-12 21:29:59 main:574] : INFO : Epoch 1607 | loss: 0.0310215 | val_loss: 0.0312488 | Time: 2089.14 ms
[2022-02-12 21:30:01 main:574] : INFO : Epoch 1608 | loss: 0.0310184 | val_loss: 0.0312425 | Time: 2023.35 ms
[2022-02-12 21:30:03 main:574] : INFO : Epoch 1609 | loss: 0.0310251 | val_loss: 0.0312628 | Time: 2075.82 ms
[2022-02-12 21:30:05 main:574] : INFO : Epoch 1610 | loss: 0.0310301 | val_loss: 0.0312569 | Time: 2095.77 ms
[2022-02-12 21:30:08 main:574] : INFO : Epoch 1611 | loss: 0.03104 | val_loss: 0.031238 | Time: 2135.85 ms
[2022-02-12 21:30:10 main:574] : INFO : Epoch 1612 | loss: 0.0310434 | val_loss: 0.03124 | Time: 2064.31 ms
[2022-02-12 21:30:12 main:574] : INFO : Epoch 1613 | loss: 0.0310325 | val_loss: 0.0312897 | Time: 2046.64 ms
[2022-02-12 21:30:14 main:574] : INFO : Epoch 1614 | loss: 0.0310271 | val_loss: 0.0312414 | Time: 2074.62 ms
[2022-02-12 21:30:16 main:574] : INFO : Epoch 1615 | loss: 0.031024 | val_loss: 0.0312765 | Time: 2055.53 ms
[2022-02-12 21:30:18 main:574] : INFO : Epoch 1616 | loss: 0.0310398 | val_loss: 0.0312435 | Time: 2086.5 ms
[2022-02-12 21:30:20 main:574] : INFO : Epoch 1617 | loss: 0.0310327 | val_loss: 0.031232 | Time: 2062.5 ms
[2022-02-12 21:30:22 main:574] : INFO : Epoch 1618 | loss: 0.0310239 | val_loss: 0.0312759 | Time: 2087.46 ms
[2022-02-12 21:30:24 main:574] : INFO : Epoch 1619 | loss: 0.0310259 | val_loss: 0.0312589 | Time: 2086.09 ms
[2022-02-12 21:30:26 main:574] : INFO : Epoch 1620 | loss: 0.0310247 | val_loss: 0.0312371 | Time: 2111.24 ms
[2022-02-12 21:30:28 main:574] : INFO : Epoch 1621 | loss: 0.0310152 | val_loss: 0.0312317 | Time: 2074.04 ms
[2022-02-12 21:30:30 main:574] : INFO : Epoch 1622 | loss: 0.0310113 | val_loss: 0.031278 | Time: 2077.76 ms
[2022-02-12 21:30:32 main:574] : INFO : Epoch 1623 | loss: 0.031036 | val_loss: 0.0312212 | Time: 2013.75 ms
[2022-02-12 21:30:35 main:574] : INFO : Epoch 1624 | loss: 0.0310604 | val_loss: 0.0312509 | Time: 2062.83 ms
[2022-02-12 21:30:37 main:574] : INFO : Epoch 1625 | loss: 0.0310405 | val_loss: 0.0312535 | Time: 2066.42 ms
[2022-02-12 21:30:39 main:574] : INFO : Epoch 1626 | loss: 0.0310399 | val_loss: 0.031247 | Time: 2032.42 ms
[2022-02-12 21:30:41 main:574] : INFO : Epoch 1627 | loss: 0.0310387 | val_loss: 0.0312631 | Time: 2022.85 ms
[2022-02-12 21:30:43 main:574] : INFO : Epoch 1628 | loss: 0.0310317 | val_loss: 0.0312576 | Time: 2016.39 ms
[2022-02-12 21:30:45 main:574] : INFO : Epoch 1629 | loss: 0.031032 | val_loss: 0.0312367 | Time: 2051.33 ms
[2022-02-12 21:30:47 main:574] : INFO : Epoch 1630 | loss: 0.0310288 | val_loss: 0.0312402 | Time: 2050.51 ms
[2022-02-12 21:30:49 main:574] : INFO : Epoch 1631 | loss: 0.031026 | val_loss: 0.0312554 | Time: 2152.72 ms
[2022-02-12 21:30:51 main:574] : INFO : Epoch 1632 | loss: 0.0310226 | val_loss: 0.0312576 | Time: 2039.23 ms
[2022-02-12 21:30:53 main:574] : INFO : Epoch 1633 | loss: 0.0310218 | val_loss: 0.0312698 | Time: 2081.63 ms
[2022-02-12 21:30:55 main:574] : INFO : Epoch 1634 | loss: 0.0310239 | val_loss: 0.0312481 | Time: 2012.13 ms
[2022-02-12 21:30:57 main:574] : INFO : Epoch 1635 | loss: 0.031035 | val_loss: 0.0312293 | Time: 2002.71 ms
[2022-02-12 21:30:59 main:574] : INFO : Epoch 1636 | loss: 0.0310312 | val_loss: 0.0312545 | Time: 2029.24 ms
[2022-02-12 21:31:01 main:574] : INFO : Epoch 1637 | loss: 0.0310293 | val_loss: 0.0312457 | Time: 2000.21 ms
[2022-02-12 21:31:03 main:574] : INFO : Epoch 1638 | loss: 0.0310212 | val_loss: 0.031246 | Time: 2036.48 ms
[2022-02-12 21:31:05 main:574] : INFO : Epoch 1639 | loss: 0.0310247 | val_loss: 0.0312499 | Time: 2057.8 ms
[2022-02-12 21:31:07 main:574] : INFO : Epoch 1640 | loss: 0.0310273 | val_loss: 0.0312416 | Time: 2023.13 ms
[2022-02-12 21:31:09 main:574] : INFO : Epoch 1641 | loss: 0.0310255 | val_loss: 0.0312469 | Time: 2016.94 ms
[2022-02-12 21:31:11 main:574] : INFO : Epoch 1642 | loss: 0.0310219 | val_loss: 0.0312587 | Time: 2017.87 ms
[2022-02-12 21:31:13 main:574] : INFO : Epoch 1643 | loss: 0.0310224 | val_loss: 0.0312731 | Time: 2029.23 ms
[2022-02-12 21:31:15 main:574] : INFO : Epoch 1644 | loss: 0.0310157 | val_loss: 0.0312551 | Time: 2021.68 ms
[2022-02-12 21:31:17 main:574] : INFO : Epoch 1645 | loss: 0.0310143 | val_loss: 0.0312612 | Time: 2041.92 ms
[2022-02-12 21:31:19 main:574] : INFO : Epoch 1646 | loss: 0.0310178 | val_loss: 0.031252 | Time: 2003.39 ms
[2022-02-12 21:31:21 main:574] : INFO : Epoch 1647 | loss: 0.0310271 | val_loss: 0.0312432 | Time: 2038.78 ms
[2022-02-12 21:31:24 main:574] : INFO : Epoch 1648 | loss: 0.0310347 | val_loss: 0.0312562 | Time: 2073.41 ms
[2022-02-12 21:31:26 main:574] : INFO : Epoch 1649 | loss: 0.0310238 | val_loss: 0.0312535 | Time: 2016.85 ms
[2022-02-12 21:31:28 main:574] : INFO : Epoch 1650 | loss: 0.0310339 | val_loss: 0.0312543 | Time: 2041.02 ms
[2022-02-12 21:31:30 main:574] : INFO : Epoch 1651 | loss: 0.0310387 | val_loss: 0.0312357 | Time: 2027.53 ms
[2022-02-12 21:31:32 main:574] : INFO : Epoch 1652 | loss: 0.0310405 | val_loss: 0.0312331 | Time: 2028.16 ms
[2022-02-12 21:31:34 main:574] : INFO : Epoch 1653 | loss: 0.031028 | val_loss: 0.0312663 | Time: 2063.97 ms
[2022-02-12 21:31:36 main:574] : INFO : Epoch 1654 | loss: 0.0310291 | val_loss: 0.0312254 | Time: 2034.58 ms
[2022-02-12 21:31:38 main:574] : INFO : Epoch 1655 | loss: 0.0310165 | val_loss: 0.031261 | Time: 2025.19 ms
[2022-02-12 21:31:40 main:574] : INFO : Epoch 1656 | loss: 0.0310169 | val_loss: 0.0312391 | Time: 2042.62 ms
[2022-02-12 21:31:42 main:574] : INFO : Epoch 1657 | loss: 0.031047 | val_loss: 0.0312551 | Time: 2075.64 ms
[2022-02-12 21:31:44 main:574] : INFO : Epoch 1658 | loss: 0.0310623 | val_loss: 0.0312418 | Time: 2053.93 ms
[2022-02-12 21:31:46 main:574] : INFO : Epoch 1659 | loss: 0.0310404 | val_loss: 0.0312488 | Time: 1995.49 ms
[2022-02-12 21:31:48 main:574] : INFO : Epoch 1660 | loss: 0.0310301 | val_loss: 0.0312531 | Time: 2015.15 ms
[2022-02-12 21:31:50 main:574] : INFO : Epoch 1661 | loss: 0.0310304 | val_loss: 0.0312632 | Time: 2039.63 ms
[2022-02-12 21:31:52 main:574] : INFO : Epoch 1662 | loss: 0.0310223 | val_loss: 0.0312515 | Time: 2083.04 ms
[2022-02-12 21:31:54 main:574] : INFO : Epoch 1663 | loss: 0.0310204 | val_loss: 0.0312491 | Time: 2012.37 ms
[2022-02-12 21:31:56 main:574] : INFO : Epoch 1664 | loss: 0.0310218 | val_loss: 0.0312509 | Time: 2013.08 ms
[2022-02-12 21:31:58 main:574] : INFO : Epoch 1665 | loss: 0.031027 | val_loss: 0.0312628 | Time: 2054.13 ms
[2022-02-12 21:32:00 main:574] : INFO : Epoch 1666 | loss: 0.0310261 | val_loss: 0.0312677 | Time: 2035.81 ms
[2022-02-12 21:32:02 main:574] : INFO : Epoch 1667 | loss: 0.0310187 | val_loss: 0.0312438 | Time: 2062.18 ms
[2022-02-12 21:32:04 main:574] : INFO : Epoch 1668 | loss: 0.0310237 | val_loss: 0.0312527 | Time: 2056.74 ms
[2022-02-12 21:32:07 main:574] : INFO : Epoch 1669 | loss: 0.031018 | val_loss: 0.0312698 | Time: 2098.33 ms
[2022-02-12 21:32:09 main:574] : INFO : Epoch 1670 | loss: 0.0310131 | val_loss: 0.0312686 | Time: 2069.21 ms
[2022-02-12 21:32:11 main:574] : INFO : Epoch 1671 | loss: 0.031014 | val_loss: 0.031236 | Time: 2056.66 ms
[2022-02-12 21:32:13 main:574] : INFO : Epoch 1672 | loss: 0.0310085 | val_loss: 0.0312833 | Time: 2105.9 ms
[2022-02-12 21:32:15 main:574] : INFO : Epoch 1673 | loss: 0.03102 | val_loss: 0.0312485 | Time: 2060.72 ms
[2022-02-12 21:32:17 main:574] : INFO : Epoch 1674 | loss: 0.0310316 | val_loss: 0.0312245 | Time: 2062.87 ms
[2022-02-12 21:32:19 main:574] : INFO : Epoch 1675 | loss: 0.0310555 | val_loss: 0.031218 | Time: 2064.32 ms
[2022-02-12 21:32:21 main:574] : INFO : Epoch 1676 | loss: 0.0310478 | val_loss: 0.0312498 | Time: 2088.94 ms
[2022-02-12 21:32:23 main:574] : INFO : Epoch 1677 | loss: 0.0310493 | val_loss: 0.0312281 | Time: 2149.89 ms
[2022-02-12 21:32:25 main:574] : INFO : Epoch 1678 | loss: 0.0310394 | val_loss: 0.0312587 | Time: 2071.09 ms
[2022-02-12 21:32:27 main:574] : INFO : Epoch 1679 | loss: 0.031064 | val_loss: 0.031208 | Time: 2062.68 ms
[2022-02-12 21:32:29 main:574] : INFO : Epoch 1680 | loss: 0.0311126 | val_loss: 0.0311992 | Time: 2033.85 ms
[2022-02-12 21:32:32 main:574] : INFO : Epoch 1681 | loss: 0.0310979 | val_loss: 0.0312152 | Time: 2084.2 ms
[2022-02-12 21:32:34 main:574] : INFO : Epoch 1682 | loss: 0.0310839 | val_loss: 0.0312184 | Time: 2247.13 ms
[2022-02-12 21:32:36 main:574] : INFO : Epoch 1683 | loss: 0.0310687 | val_loss: 0.0312343 | Time: 2198.02 ms
[2022-02-12 21:32:38 main:574] : INFO : Epoch 1684 | loss: 0.0310638 | val_loss: 0.0312414 | Time: 2201.19 ms
[2022-02-12 21:32:40 main:574] : INFO : Epoch 1685 | loss: 0.031057 | val_loss: 0.0312587 | Time: 2194.13 ms
[2022-02-12 21:32:43 main:574] : INFO : Epoch 1686 | loss: 0.0310498 | val_loss: 0.0312147 | Time: 2126.08 ms
[2022-02-12 21:32:45 main:574] : INFO : Epoch 1687 | loss: 0.0310496 | val_loss: 0.0312472 | Time: 2135.47 ms
[2022-02-12 21:32:47 main:574] : INFO : Epoch 1688 | loss: 0.0310563 | val_loss: 0.031232 | Time: 2103.04 ms
[2022-02-12 21:32:49 main:574] : INFO : Epoch 1689 | loss: 0.031045 | val_loss: 0.0312384 | Time: 2139.9 ms
[2022-02-12 21:32:51 main:574] : INFO : Epoch 1690 | loss: 0.0310443 | val_loss: 0.0312317 | Time: 2138.27 ms
[2022-02-12 21:32:53 main:574] : INFO : Epoch 1691 | loss: 0.031047 | val_loss: 0.031227 | Time: 2135.68 ms
[2022-02-12 21:32:55 main:574] : INFO : Epoch 1692 | loss: 0.0310401 | val_loss: 0.0312638 | Time: 2120.43 ms
[2022-02-12 21:32:58 main:574] : INFO : Epoch 1693 | loss: 0.0310406 | val_loss: 0.0312648 | Time: 2153.95 ms
[2022-02-12 21:33:00 main:574] : INFO : Epoch 1694 | loss: 0.0310401 | val_loss: 0.0312383 | Time: 2141.76 ms
[2022-02-12 21:33:02 main:574] : INFO : Epoch 1695 | loss: 0.0310532 | val_loss: 0.0312341 | Time: 2088.68 ms
[2022-02-12 21:33:04 main:574] : INFO : Epoch 1696 | loss: 0.0310519 | val_loss: 0.0312138 | Time: 2217.03 ms
[2022-02-12 21:33:06 main:574] : INFO : Epoch 1697 | loss: 0.0310508 | val_loss: 0.0312484 | Time: 2102.04 ms
[2022-02-12 21:33:08 main:574] : INFO : Epoch 1698 | loss: 0.031042 | val_loss: 0.0312632 | Time: 2030.53 ms
[2022-02-12 21:33:10 main:574] : INFO : Epoch 1699 | loss: 0.0310403 | val_loss: 0.0312467 | Time: 2083.17 ms
[2022-02-12 21:33:12 main:574] : INFO : Epoch 1700 | loss: 0.0310372 | val_loss: 0.0312591 | Time: 2060.85 ms
[2022-02-12 21:33:15 main:574] : INFO : Epoch 1701 | loss: 0.031033 | val_loss: 0.0312676 | Time: 2175.33 ms
[2022-02-12 21:33:17 main:574] : INFO : Epoch 1702 | loss: 0.0310332 | val_loss: 0.0312335 | Time: 2216.55 ms
[2022-02-12 21:33:19 main:574] : INFO : Epoch 1703 | loss: 0.0310326 | val_loss: 0.0312563 | Time: 2151.91 ms
[2022-02-12 21:33:21 main:574] : INFO : Epoch 1704 | loss: 0.0310279 | val_loss: 0.031248 | Time: 2188.18 ms
[2022-02-12 21:33:23 main:574] : INFO : Epoch 1705 | loss: 0.0310288 | val_loss: 0.0312489 | Time: 2148.48 ms
[2022-02-12 21:33:25 main:574] : INFO : Epoch 1706 | loss: 0.0310254 | val_loss: 0.0312445 | Time: 2129.5 ms
[2022-02-12 21:33:28 main:574] : INFO : Epoch 1707 | loss: 0.0310206 | val_loss: 0.031263 | Time: 2115.38 ms
[2022-02-12 21:33:30 main:574] : INFO : Epoch 1708 | loss: 0.0310203 | val_loss: 0.0312691 | Time: 2137.55 ms
[2022-02-12 21:33:32 main:574] : INFO : Epoch 1709 | loss: 0.0310279 | val_loss: 0.0312412 | Time: 2159.07 ms
[2022-02-12 21:33:34 main:574] : INFO : Epoch 1710 | loss: 0.0310228 | val_loss: 0.0312619 | Time: 2124.81 ms
[2022-02-12 21:33:36 main:574] : INFO : Epoch 1711 | loss: 0.0310195 | val_loss: 0.0312303 | Time: 2214.46 ms
[2022-02-12 21:33:38 main:574] : INFO : Epoch 1712 | loss: 0.0310253 | val_loss: 0.0312552 | Time: 2180.76 ms
[2022-02-12 21:33:40 main:574] : INFO : Epoch 1713 | loss: 0.0310197 | val_loss: 0.0312607 | Time: 2127.28 ms
[2022-02-12 21:33:43 main:574] : INFO : Epoch 1714 | loss: 0.03102 | val_loss: 0.0312531 | Time: 2127.99 ms
[2022-02-12 21:33:45 main:574] : INFO : Epoch 1715 | loss: 0.0310168 | val_loss: 0.0312334 | Time: 2175.34 ms
[2022-02-12 21:33:47 main:574] : INFO : Epoch 1716 | loss: 0.031026 | val_loss: 0.0312678 | Time: 2177.37 ms
[2022-02-12 21:33:49 main:574] : INFO : Epoch 1717 | loss: 0.0310153 | val_loss: 0.0312497 | Time: 2158.39 ms
[2022-02-12 21:33:51 main:574] : INFO : Epoch 1718 | loss: 0.0310165 | val_loss: 0.0312489 | Time: 2125.09 ms
[2022-02-12 21:33:53 main:574] : INFO : Epoch 1719 | loss: 0.0310237 | val_loss: 0.031233 | Time: 2115.7 ms
[2022-02-12 21:33:56 main:574] : INFO : Epoch 1720 | loss: 0.0310227 | val_loss: 0.0312584 | Time: 2178.06 ms
[2022-02-12 21:33:58 main:574] : INFO : Epoch 1721 | loss: 0.0310224 | val_loss: 0.0312609 | Time: 2108.5 ms
[2022-02-12 21:34:00 main:574] : INFO : Epoch 1722 | loss: 0.0310244 | val_loss: 0.0312319 | Time: 2129.8 ms
[2022-02-12 21:34:02 main:574] : INFO : Epoch 1723 | loss: 0.0310258 | val_loss: 0.0312444 | Time: 2141.31 ms
[2022-02-12 21:34:04 main:574] : INFO : Epoch 1724 | loss: 0.031015 | val_loss: 0.0312672 | Time: 2158.69 ms
[2022-02-12 21:34:06 main:574] : INFO : Epoch 1725 | loss: 0.0310098 | val_loss: 0.0312704 | Time: 2098.81 ms
[2022-02-12 21:34:08 main:574] : INFO : Epoch 1726 | loss: 0.0310112 | val_loss: 0.0312632 | Time: 2121.8 ms
[2022-02-12 21:34:11 main:574] : INFO : Epoch 1727 | loss: 0.0310149 | val_loss: 0.0312629 | Time: 2134 ms
[2022-02-12 21:34:13 main:574] : INFO : Epoch 1728 | loss: 0.0310245 | val_loss: 0.0312532 | Time: 2165.35 ms
[2022-02-12 21:34:15 main:574] : INFO : Epoch 1729 | loss: 0.0310147 | val_loss: 0.0312475 | Time: 2184.23 ms
[2022-02-12 21:34:17 main:574] : INFO : Epoch 1730 | loss: 0.0310247 | val_loss: 0.031254 | Time: 2169.87 ms
[2022-02-12 21:34:19 main:574] : INFO : Epoch 1731 | loss: 0.0310237 | val_loss: 0.0312457 | Time: 2093.13 ms
[2022-02-12 21:34:21 main:574] : INFO : Epoch 1732 | loss: 0.0310185 | val_loss: 0.0312682 | Time: 2092.63 ms
[2022-02-12 21:34:23 main:574] : INFO : Epoch 1733 | loss: 0.031018 | val_loss: 0.0312602 | Time: 2127.47 ms
[2022-02-12 21:34:25 main:574] : INFO : Epoch 1734 | loss: 0.0310164 | val_loss: 0.0312562 | Time: 2118.79 ms
[2022-02-12 21:34:28 main:574] : INFO : Epoch 1735 | loss: 0.031013 | val_loss: 0.0312689 | Time: 2124.65 ms
[2022-02-12 21:34:30 main:574] : INFO : Epoch 1736 | loss: 0.031025 | val_loss: 0.0312476 | Time: 2116.87 ms
[2022-02-12 21:34:32 main:574] : INFO : Epoch 1737 | loss: 0.0310259 | val_loss: 0.0312679 | Time: 2151.53 ms
[2022-02-12 21:34:34 main:574] : INFO : Epoch 1738 | loss: 0.0310118 | val_loss: 0.0312791 | Time: 2158.19 ms
[2022-02-12 21:34:36 main:574] : INFO : Epoch 1739 | loss: 0.031014 | val_loss: 0.0312747 | Time: 2130.44 ms
[2022-02-12 21:34:38 main:574] : INFO : Epoch 1740 | loss: 0.0310199 | val_loss: 0.0312575 | Time: 2152.58 ms
[2022-02-12 21:34:41 main:574] : INFO : Epoch 1741 | loss: 0.0310212 | val_loss: 0.0312698 | Time: 2162.37 ms
[2022-02-12 21:34:43 main:574] : INFO : Epoch 1742 | loss: 0.0310207 | val_loss: 0.0312349 | Time: 2109.76 ms
[2022-02-12 21:34:45 main:574] : INFO : Epoch 1743 | loss: 0.0310303 | val_loss: 0.0312722 | Time: 2163.29 ms
[2022-02-12 21:34:47 main:574] : INFO : Epoch 1744 | loss: 0.0310216 | val_loss: 0.0312507 | Time: 2107.9 ms
[2022-02-12 21:34:49 main:574] : INFO : Epoch 1745 | loss: 0.0310219 | val_loss: 0.0312884 | Time: 2141.03 ms
[2022-02-12 21:34:51 main:574] : INFO : Epoch 1746 | loss: 0.0310176 | val_loss: 0.0312742 | Time: 2139.8 ms
[2022-02-12 21:34:53 main:574] : INFO : Epoch 1747 | loss: 0.031022 | val_loss: 0.0312259 | Time: 2160.91 ms
[2022-02-12 21:34:56 main:574] : INFO : Epoch 1748 | loss: 0.0310182 | val_loss: 0.0312524 | Time: 2104.2 ms
[2022-02-12 21:34:58 main:574] : INFO : Epoch 1749 | loss: 0.0310547 | val_loss: 0.0312399 | Time: 2084.55 ms
[2022-02-12 21:35:00 main:574] : INFO : Epoch 1750 | loss: 0.0310392 | val_loss: 0.0312479 | Time: 2100.04 ms
[2022-02-12 21:35:02 main:574] : INFO : Epoch 1751 | loss: 0.031026 | val_loss: 0.0312674 | Time: 2118.64 ms
[2022-02-12 21:35:04 main:574] : INFO : Epoch 1752 | loss: 0.0310219 | val_loss: 0.0312821 | Time: 2126.48 ms
[2022-02-12 21:35:06 main:574] : INFO : Epoch 1753 | loss: 0.0310272 | val_loss: 0.0312464 | Time: 2132.59 ms
[2022-02-12 21:35:08 main:574] : INFO : Epoch 1754 | loss: 0.0310241 | val_loss: 0.0312335 | Time: 2124.55 ms
[2022-02-12 21:35:10 main:574] : INFO : Epoch 1755 | loss: 0.0310625 | val_loss: 0.0312489 | Time: 2110.91 ms
[2022-02-12 21:35:12 main:574] : INFO : Epoch 1756 | loss: 0.0310454 | val_loss: 0.0312493 | Time: 2121.98 ms
[2022-02-12 21:35:15 main:574] : INFO : Epoch 1757 | loss: 0.0310394 | val_loss: 0.0312532 | Time: 2113.47 ms
[2022-02-12 21:35:17 main:574] : INFO : Epoch 1758 | loss: 0.0310641 | val_loss: 0.0312376 | Time: 2120.38 ms
[2022-02-12 21:35:19 main:574] : INFO : Epoch 1759 | loss: 0.0310581 | val_loss: 0.0312192 | Time: 2131.68 ms
[2022-02-12 21:35:21 main:574] : INFO : Epoch 1760 | loss: 0.0310416 | val_loss: 0.0312588 | Time: 2156.08 ms
[2022-02-12 21:35:23 main:574] : INFO : Epoch 1761 | loss: 0.0310299 | val_loss: 0.0312365 | Time: 2141.04 ms
[2022-02-12 21:35:25 main:574] : INFO : Epoch 1762 | loss: 0.0310228 | val_loss: 0.0312772 | Time: 2145.06 ms
[2022-02-12 21:35:27 main:574] : INFO : Epoch 1763 | loss: 0.031019 | val_loss: 0.0312652 | Time: 2083.45 ms
[2022-02-12 21:35:29 main:574] : INFO : Epoch 1764 | loss: 0.0310134 | val_loss: 0.0312802 | Time: 2102.93 ms
[2022-02-12 21:35:32 main:574] : INFO : Epoch 1765 | loss: 0.0310105 | val_loss: 0.0312659 | Time: 2106.35 ms
[2022-02-12 21:35:34 main:574] : INFO : Epoch 1766 | loss: 0.0310113 | val_loss: 0.031292 | Time: 2123.58 ms
[2022-02-12 21:35:36 main:574] : INFO : Epoch 1767 | loss: 0.0310294 | val_loss: 0.0312442 | Time: 2173.85 ms
[2022-02-12 21:35:38 main:574] : INFO : Epoch 1768 | loss: 0.0310288 | val_loss: 0.0312489 | Time: 2095.1 ms
[2022-02-12 21:35:40 main:574] : INFO : Epoch 1769 | loss: 0.0310246 | val_loss: 0.0312333 | Time: 2173.93 ms
[2022-02-12 21:35:42 main:574] : INFO : Epoch 1770 | loss: 0.0310299 | val_loss: 0.0312307 | Time: 2144.88 ms
[2022-02-12 21:35:44 main:574] : INFO : Epoch 1771 | loss: 0.0310231 | val_loss: 0.0312686 | Time: 2135.02 ms
[2022-02-12 21:35:47 main:574] : INFO : Epoch 1772 | loss: 0.0310336 | val_loss: 0.0312215 | Time: 2113.04 ms
[2022-02-12 21:35:49 main:574] : INFO : Epoch 1773 | loss: 0.0310311 | val_loss: 0.0312492 | Time: 2089.92 ms
[2022-02-12 21:35:51 main:574] : INFO : Epoch 1774 | loss: 0.0310297 | val_loss: 0.0312727 | Time: 2130.55 ms
[2022-02-12 21:35:53 main:574] : INFO : Epoch 1775 | loss: 0.0310255 | val_loss: 0.0312299 | Time: 2139.7 ms
[2022-02-12 21:35:55 main:574] : INFO : Epoch 1776 | loss: 0.0310152 | val_loss: 0.0312396 | Time: 2088.09 ms
[2022-02-12 21:35:57 main:574] : INFO : Epoch 1777 | loss: 0.0310094 | val_loss: 0.0312458 | Time: 2085.82 ms
[2022-02-12 21:35:59 main:574] : INFO : Epoch 1778 | loss: 0.0310424 | val_loss: 0.0312267 | Time: 2107.82 ms
[2022-02-12 21:36:01 main:574] : INFO : Epoch 1779 | loss: 0.0310595 | val_loss: 0.0312365 | Time: 2111.85 ms
[2022-02-12 21:36:04 main:574] : INFO : Epoch 1780 | loss: 0.031051 | val_loss: 0.0312368 | Time: 2145.87 ms
[2022-02-12 21:36:06 main:574] : INFO : Epoch 1781 | loss: 0.0310393 | val_loss: 0.03126 | Time: 2117.3 ms
[2022-02-12 21:36:08 main:574] : INFO : Epoch 1782 | loss: 0.0310411 | val_loss: 0.0312298 | Time: 2138.29 ms
[2022-02-12 21:36:10 main:574] : INFO : Epoch 1783 | loss: 0.0310376 | val_loss: 0.0312607 | Time: 2098.61 ms
[2022-02-12 21:36:12 main:574] : INFO : Epoch 1784 | loss: 0.031029 | val_loss: 0.0312631 | Time: 2084.8 ms
[2022-02-12 21:36:14 main:574] : INFO : Epoch 1785 | loss: 0.0310219 | val_loss: 0.0312258 | Time: 2082.35 ms
[2022-02-12 21:36:16 main:574] : INFO : Epoch 1786 | loss: 0.0310246 | val_loss: 0.0312793 | Time: 2112.16 ms
[2022-02-12 21:36:18 main:574] : INFO : Epoch 1787 | loss: 0.0310185 | val_loss: 0.0312645 | Time: 2110.72 ms
[2022-02-12 21:36:20 main:574] : INFO : Epoch 1788 | loss: 0.0310169 | val_loss: 0.031232 | Time: 2121.28 ms
[2022-02-12 21:36:23 main:574] : INFO : Epoch 1789 | loss: 0.0310263 | val_loss: 0.0312351 | Time: 2102.85 ms
[2022-02-12 21:36:25 main:574] : INFO : Epoch 1790 | loss: 0.031023 | val_loss: 0.0312544 | Time: 2167.45 ms
[2022-02-12 21:36:27 main:574] : INFO : Epoch 1791 | loss: 0.0310215 | val_loss: 0.0312444 | Time: 2108.19 ms
[2022-02-12 21:36:29 main:574] : INFO : Epoch 1792 | loss: 0.0310374 | val_loss: 0.0312446 | Time: 2105.75 ms
[2022-02-12 21:36:31 main:574] : INFO : Epoch 1793 | loss: 0.031029 | val_loss: 0.0312632 | Time: 2097.85 ms
[2022-02-12 21:36:33 main:574] : INFO : Epoch 1794 | loss: 0.0310151 | val_loss: 0.0312325 | Time: 2105.01 ms
[2022-02-12 21:36:35 main:574] : INFO : Epoch 1795 | loss: 0.0310143 | val_loss: 0.0312468 | Time: 2123.16 ms
[2022-02-12 21:36:37 main:574] : INFO : Epoch 1796 | loss: 0.0310131 | val_loss: 0.0312335 | Time: 2110.38 ms
[2022-02-12 21:36:40 main:574] : INFO : Epoch 1797 | loss: 0.0310156 | val_loss: 0.031263 | Time: 2114.93 ms
[2022-02-12 21:36:42 main:574] : INFO : Epoch 1798 | loss: 0.0310197 | val_loss: 0.0312692 | Time: 2088.18 ms
[2022-02-12 21:36:44 main:574] : INFO : Epoch 1799 | loss: 0.0310127 | val_loss: 0.0312839 | Time: 2086.05 ms
[2022-02-12 21:36:46 main:574] : INFO : Epoch 1800 | loss: 0.0310128 | val_loss: 0.0312499 | Time: 2119.98 ms
[2022-02-12 21:36:48 main:574] : INFO : Epoch 1801 | loss: 0.0310158 | val_loss: 0.0312499 | Time: 2068.78 ms
[2022-02-12 21:36:50 main:574] : INFO : Epoch 1802 | loss: 0.0310295 | val_loss: 0.0312586 | Time: 2058.61 ms
[2022-02-12 21:36:52 main:574] : INFO : Epoch 1803 | loss: 0.0310206 | val_loss: 0.031236 | Time: 2109.4 ms
[2022-02-12 21:36:54 main:574] : INFO : Epoch 1804 | loss: 0.0310195 | val_loss: 0.0312614 | Time: 2062.13 ms
[2022-02-12 21:36:56 main:574] : INFO : Epoch 1805 | loss: 0.0310218 | val_loss: 0.0312475 | Time: 2061.17 ms
[2022-02-12 21:36:58 main:574] : INFO : Epoch 1806 | loss: 0.0310234 | val_loss: 0.0312406 | Time: 2024.79 ms
[2022-02-12 21:37:00 main:574] : INFO : Epoch 1807 | loss: 0.0310264 | val_loss: 0.0312178 | Time: 2066.78 ms
[2022-02-12 21:37:02 main:574] : INFO : Epoch 1808 | loss: 0.0310291 | val_loss: 0.0312705 | Time: 2036.22 ms
[2022-02-12 21:37:04 main:574] : INFO : Epoch 1809 | loss: 0.031028 | val_loss: 0.0312608 | Time: 2002.56 ms
[2022-02-12 21:37:06 main:574] : INFO : Epoch 1810 | loss: 0.0310305 | val_loss: 0.0312443 | Time: 2028.18 ms
[2022-02-12 21:37:08 main:574] : INFO : Epoch 1811 | loss: 0.0310274 | val_loss: 0.03128 | Time: 2026.51 ms
[2022-02-12 21:37:11 main:574] : INFO : Epoch 1812 | loss: 0.0310451 | val_loss: 0.0312244 | Time: 2049.8 ms
[2022-02-12 21:37:13 main:574] : INFO : Epoch 1813 | loss: 0.0310421 | val_loss: 0.0312504 | Time: 2051.01 ms
[2022-02-12 21:37:15 main:574] : INFO : Epoch 1814 | loss: 0.0310312 | val_loss: 0.0312899 | Time: 2046.14 ms
[2022-02-12 21:37:17 main:574] : INFO : Epoch 1815 | loss: 0.0310289 | val_loss: 0.0312876 | Time: 2026.15 ms
[2022-02-12 21:37:19 main:574] : INFO : Epoch 1816 | loss: 0.0310343 | val_loss: 0.0312576 | Time: 2038.23 ms
[2022-02-12 21:37:21 main:574] : INFO : Epoch 1817 | loss: 0.0310437 | val_loss: 0.031242 | Time: 2061.8 ms
[2022-02-12 21:37:23 main:574] : INFO : Epoch 1818 | loss: 0.0310389 | val_loss: 0.0312257 | Time: 2045.66 ms
[2022-02-12 21:37:25 main:574] : INFO : Epoch 1819 | loss: 0.0310316 | val_loss: 0.0312509 | Time: 2022.91 ms
[2022-02-12 21:37:27 main:574] : INFO : Epoch 1820 | loss: 0.0310207 | val_loss: 0.0312501 | Time: 2040.87 ms
[2022-02-12 21:37:29 main:574] : INFO : Epoch 1821 | loss: 0.0310203 | val_loss: 0.0312586 | Time: 2039.07 ms
[2022-02-12 21:37:31 main:574] : INFO : Epoch 1822 | loss: 0.0310163 | val_loss: 0.0312544 | Time: 2039.9 ms
[2022-02-12 21:37:33 main:574] : INFO : Epoch 1823 | loss: 0.0310147 | val_loss: 0.0312316 | Time: 2074.27 ms
[2022-02-12 21:37:35 main:574] : INFO : Epoch 1824 | loss: 0.0310164 | val_loss: 0.0312417 | Time: 2028.21 ms
[2022-02-12 21:37:37 main:574] : INFO : Epoch 1825 | loss: 0.0310227 | val_loss: 0.0312369 | Time: 2024.93 ms
[2022-02-12 21:37:39 main:574] : INFO : Epoch 1826 | loss: 0.0310179 | val_loss: 0.0312833 | Time: 2080.62 ms
[2022-02-12 21:37:41 main:574] : INFO : Epoch 1827 | loss: 0.0310135 | val_loss: 0.0312593 | Time: 2059.71 ms
[2022-02-12 21:37:43 main:574] : INFO : Epoch 1828 | loss: 0.0310183 | val_loss: 0.0312605 | Time: 2029.51 ms
[2022-02-12 21:37:45 main:574] : INFO : Epoch 1829 | loss: 0.0310162 | val_loss: 0.0312553 | Time: 2026.53 ms
[2022-02-12 21:37:47 main:574] : INFO : Epoch 1830 | loss: 0.0310122 | val_loss: 0.031274 | Time: 2066.58 ms
[2022-02-12 21:37:49 main:574] : INFO : Epoch 1831 | loss: 0.0310088 | val_loss: 0.0312602 | Time: 2095.02 ms
[2022-02-12 21:37:51 main:574] : INFO : Epoch 1832 | loss: 0.031007 | val_loss: 0.0312617 | Time: 1996.98 ms
[2022-02-12 21:37:54 main:574] : INFO : Epoch 1833 | loss: 0.0310145 | val_loss: 0.0312407 | Time: 2024.22 ms
[2022-02-12 21:37:56 main:574] : INFO : Epoch 1834 | loss: 0.0310173 | val_loss: 0.0312555 | Time: 1998.33 ms
[2022-02-12 21:37:58 main:574] : INFO : Epoch 1835 | loss: 0.0310156 | val_loss: 0.0312688 | Time: 1986.88 ms
[2022-02-12 21:38:00 main:574] : INFO : Epoch 1836 | loss: 0.031019 | val_loss: 0.0312547 | Time: 2052.95 ms
[2022-02-12 21:38:02 main:574] : INFO : Epoch 1837 | loss: 0.0310163 | val_loss: 0.0312825 | Time: 2042.49 ms
[2022-02-12 21:38:04 main:574] : INFO : Epoch 1838 | loss: 0.0310192 | val_loss: 0.0312739 | Time: 1973.15 ms
[2022-02-12 21:38:06 main:574] : INFO : Epoch 1839 | loss: 0.0310141 | val_loss: 0.0312604 | Time: 2013.1 ms
[2022-02-12 21:38:08 main:574] : INFO : Epoch 1840 | loss: 0.0310577 | val_loss: 0.031214 | Time: 2035.71 ms
[2022-02-12 21:38:10 main:574] : INFO : Epoch 1841 | loss: 0.0310698 | val_loss: 0.0312428 | Time: 1998.3 ms
[2022-02-12 21:38:12 main:574] : INFO : Epoch 1842 | loss: 0.0310585 | val_loss: 0.0312267 | Time: 1976.28 ms
[2022-02-12 21:38:14 main:574] : INFO : Epoch 1843 | loss: 0.0310474 | val_loss: 0.0312523 | Time: 2047.9 ms
[2022-02-12 21:38:16 main:574] : INFO : Epoch 1844 | loss: 0.0310374 | val_loss: 0.0312522 | Time: 1993.52 ms
[2022-02-12 21:38:18 main:574] : INFO : Epoch 1845 | loss: 0.0310379 | val_loss: 0.0312402 | Time: 2030.7 ms
[2022-02-12 21:38:20 main:574] : INFO : Epoch 1846 | loss: 0.0310416 | val_loss: 0.0312323 | Time: 2009.15 ms
[2022-02-12 21:38:22 main:574] : INFO : Epoch 1847 | loss: 0.0310345 | val_loss: 0.0312357 | Time: 2029.42 ms
[2022-02-12 21:38:24 main:574] : INFO : Epoch 1848 | loss: 0.0310427 | val_loss: 0.031262 | Time: 2002.23 ms
[2022-02-12 21:38:26 main:574] : INFO : Epoch 1849 | loss: 0.0310379 | val_loss: 0.0312615 | Time: 1990.94 ms
[2022-02-12 21:38:28 main:574] : INFO : Epoch 1850 | loss: 0.0310332 | val_loss: 0.0312602 | Time: 2004.02 ms
[2022-02-12 21:38:30 main:574] : INFO : Epoch 1851 | loss: 0.0310405 | val_loss: 0.0312479 | Time: 2099.05 ms
[2022-02-12 21:38:32 main:574] : INFO : Epoch 1852 | loss: 0.0310332 | val_loss: 0.0312441 | Time: 1975.25 ms
[2022-02-12 21:38:34 main:574] : INFO : Epoch 1853 | loss: 0.0310287 | val_loss: 0.0312503 | Time: 1965.33 ms
[2022-02-12 21:38:36 main:574] : INFO : Epoch 1854 | loss: 0.0310274 | val_loss: 0.0312571 | Time: 1999.13 ms
[2022-02-12 21:38:38 main:574] : INFO : Epoch 1855 | loss: 0.0310368 | val_loss: 0.0312561 | Time: 2046 ms
[2022-02-12 21:38:40 main:574] : INFO : Epoch 1856 | loss: 0.0310287 | val_loss: 0.0312428 | Time: 2017.11 ms
[2022-02-12 21:38:42 main:574] : INFO : Epoch 1857 | loss: 0.0310226 | val_loss: 0.0312558 | Time: 2046.47 ms
[2022-02-12 21:38:44 main:574] : INFO : Epoch 1858 | loss: 0.0310194 | val_loss: 0.0312663 | Time: 1982.42 ms
[2022-02-12 21:38:46 main:574] : INFO : Epoch 1859 | loss: 0.0310132 | val_loss: 0.0312725 | Time: 1985.17 ms
[2022-02-12 21:38:48 main:574] : INFO : Epoch 1860 | loss: 0.0310133 | val_loss: 0.0312649 | Time: 2049.39 ms
[2022-02-12 21:38:50 main:574] : INFO : Epoch 1861 | loss: 0.0310174 | val_loss: 0.0312579 | Time: 2072.83 ms
[2022-02-12 21:38:52 main:574] : INFO : Epoch 1862 | loss: 0.0310127 | val_loss: 0.0312724 | Time: 2061.05 ms
[2022-02-12 21:38:54 main:574] : INFO : Epoch 1863 | loss: 0.0310189 | val_loss: 0.0312363 | Time: 2012.86 ms
[2022-02-12 21:38:56 main:574] : INFO : Epoch 1864 | loss: 0.031025 | val_loss: 0.0312634 | Time: 2033.63 ms
[2022-02-12 21:38:58 main:574] : INFO : Epoch 1865 | loss: 0.0310276 | val_loss: 0.0312518 | Time: 2071.64 ms
[2022-02-12 21:39:00 main:574] : INFO : Epoch 1866 | loss: 0.0310274 | val_loss: 0.0312792 | Time: 2049.95 ms
[2022-02-12 21:39:02 main:574] : INFO : Epoch 1867 | loss: 0.0310364 | val_loss: 0.0312204 | Time: 2056.58 ms
[2022-02-12 21:39:04 main:574] : INFO : Epoch 1868 | loss: 0.031032 | val_loss: 0.0312407 | Time: 2038.14 ms
[2022-02-12 21:39:07 main:574] : INFO : Epoch 1869 | loss: 0.0310246 | val_loss: 0.0312433 | Time: 2096.84 ms
[2022-02-12 21:39:09 main:574] : INFO : Epoch 1870 | loss: 0.0310207 | val_loss: 0.0312642 | Time: 2110.31 ms
[2022-02-12 21:39:11 main:574] : INFO : Epoch 1871 | loss: 0.0310227 | val_loss: 0.0312517 | Time: 2059.9 ms
[2022-02-12 21:39:13 main:574] : INFO : Epoch 1872 | loss: 0.0310318 | val_loss: 0.0312487 | Time: 2077.21 ms
[2022-02-12 21:39:15 main:574] : INFO : Epoch 1873 | loss: 0.0310297 | val_loss: 0.031239 | Time: 2067.91 ms
[2022-02-12 21:39:17 main:574] : INFO : Epoch 1874 | loss: 0.0310251 | val_loss: 0.03125 | Time: 2116.48 ms
[2022-02-12 21:39:19 main:574] : INFO : Epoch 1875 | loss: 0.0310217 | val_loss: 0.0312423 | Time: 2067.67 ms
[2022-02-12 21:39:21 main:574] : INFO : Epoch 1876 | loss: 0.0310114 | val_loss: 0.0312515 | Time: 2070.87 ms
[2022-02-12 21:39:23 main:574] : INFO : Epoch 1877 | loss: 0.0310184 | val_loss: 0.0312477 | Time: 2086.04 ms
[2022-02-12 21:39:25 main:574] : INFO : Epoch 1878 | loss: 0.0310113 | val_loss: 0.0312654 | Time: 2073.31 ms
[2022-02-12 21:39:27 main:574] : INFO : Epoch 1879 | loss: 0.0310118 | val_loss: 0.0312484 | Time: 2027.35 ms
[2022-02-12 21:39:29 main:574] : INFO : Epoch 1880 | loss: 0.0310185 | val_loss: 0.0312706 | Time: 1979.37 ms
[2022-02-12 21:39:31 main:574] : INFO : Epoch 1881 | loss: 0.0310174 | val_loss: 0.0312879 | Time: 1973.94 ms
[2022-02-12 21:39:34 main:574] : INFO : Epoch 1882 | loss: 0.0310282 | val_loss: 0.0312784 | Time: 2053.25 ms
[2022-02-12 21:39:36 main:574] : INFO : Epoch 1883 | loss: 0.0310328 | val_loss: 0.0312411 | Time: 2115.92 ms
[2022-02-12 21:39:38 main:574] : INFO : Epoch 1884 | loss: 0.0310258 | val_loss: 0.0312541 | Time: 2074.82 ms
[2022-02-12 21:39:40 main:574] : INFO : Epoch 1885 | loss: 0.0310174 | val_loss: 0.0312991 | Time: 2046.3 ms
[2022-02-12 21:39:42 main:574] : INFO : Epoch 1886 | loss: 0.0310176 | val_loss: 0.0312385 | Time: 2063.56 ms
[2022-02-12 21:39:44 main:574] : INFO : Epoch 1887 | loss: 0.0310218 | val_loss: 0.0312766 | Time: 2141.83 ms
[2022-02-12 21:39:46 main:574] : INFO : Epoch 1888 | loss: 0.0310155 | val_loss: 0.0312733 | Time: 2046.61 ms
[2022-02-12 21:39:48 main:574] : INFO : Epoch 1889 | loss: 0.031013 | val_loss: 0.0312527 | Time: 2108.12 ms
[2022-02-12 21:39:50 main:574] : INFO : Epoch 1890 | loss: 0.0310106 | val_loss: 0.0312469 | Time: 2101.69 ms
[2022-02-12 21:39:52 main:574] : INFO : Epoch 1891 | loss: 0.0310192 | val_loss: 0.031261 | Time: 2103.45 ms
[2022-02-12 21:39:55 main:574] : INFO : Epoch 1892 | loss: 0.031017 | val_loss: 0.0312627 | Time: 2080.83 ms
[2022-02-12 21:39:57 main:574] : INFO : Epoch 1893 | loss: 0.0310066 | val_loss: 0.0312544 | Time: 2114.17 ms
[2022-02-12 21:39:59 main:574] : INFO : Epoch 1894 | loss: 0.0310055 | val_loss: 0.0312472 | Time: 2065.39 ms
[2022-02-12 21:40:01 main:574] : INFO : Epoch 1895 | loss: 0.0310172 | val_loss: 0.031261 | Time: 2092.75 ms
[2022-02-12 21:40:03 main:574] : INFO : Epoch 1896 | loss: 0.0310388 | val_loss: 0.0312352 | Time: 2064.76 ms
[2022-02-12 21:40:05 main:574] : INFO : Epoch 1897 | loss: 0.0310418 | val_loss: 0.0312524 | Time: 2051.93 ms
[2022-02-12 21:40:07 main:574] : INFO : Epoch 1898 | loss: 0.0310284 | val_loss: 0.031253 | Time: 2020.92 ms
[2022-02-12 21:40:09 main:574] : INFO : Epoch 1899 | loss: 0.031031 | val_loss: 0.0312533 | Time: 2072.18 ms
[2022-02-12 21:40:11 main:574] : INFO : Epoch 1900 | loss: 0.0310219 | val_loss: 0.0312681 | Time: 2088.18 ms
[2022-02-12 21:40:13 main:574] : INFO : Epoch 1901 | loss: 0.0310256 | val_loss: 0.0312945 | Time: 2075.22 ms
[2022-02-12 21:40:15 main:574] : INFO : Epoch 1902 | loss: 0.0310316 | val_loss: 0.0312274 | Time: 2056.65 ms
[2022-02-12 21:40:17 main:574] : INFO : Epoch 1903 | loss: 0.0310445 | val_loss: 0.0312519 | Time: 2087.83 ms
[2022-02-12 21:40:19 main:574] : INFO : Epoch 1904 | loss: 0.0310307 | val_loss: 0.0312666 | Time: 2064.26 ms
[2022-02-12 21:40:22 main:574] : INFO : Epoch 1905 | loss: 0.0310338 | val_loss: 0.0312433 | Time: 2100.54 ms
[2022-02-12 21:40:24 main:574] : INFO : Epoch 1906 | loss: 0.0310352 | val_loss: 0.0312461 | Time: 2090.89 ms
[2022-02-12 21:40:26 main:574] : INFO : Epoch 1907 | loss: 0.0310522 | val_loss: 0.0312332 | Time: 2020.57 ms
[2022-02-12 21:40:28 main:574] : INFO : Epoch 1908 | loss: 0.0310519 | val_loss: 0.0312545 | Time: 2068.24 ms
[2022-02-12 21:40:30 main:574] : INFO : Epoch 1909 | loss: 0.0310316 | val_loss: 0.0312757 | Time: 2086.8 ms
[2022-02-12 21:40:32 main:574] : INFO : Epoch 1910 | loss: 0.0310322 | val_loss: 0.0312546 | Time: 2097 ms
[2022-02-12 21:40:34 main:574] : INFO : Epoch 1911 | loss: 0.0310415 | val_loss: 0.0312266 | Time: 2099.51 ms
[2022-02-12 21:40:36 main:574] : INFO : Epoch 1912 | loss: 0.0310775 | val_loss: 0.031228 | Time: 2149.72 ms
[2022-02-12 21:40:38 main:574] : INFO : Epoch 1913 | loss: 0.0310688 | val_loss: 0.0312177 | Time: 2135.35 ms
[2022-02-12 21:40:40 main:574] : INFO : Epoch 1914 | loss: 0.0310495 | val_loss: 0.0312318 | Time: 2126.18 ms
[2022-02-12 21:40:43 main:574] : INFO : Epoch 1915 | loss: 0.0310365 | val_loss: 0.031228 | Time: 2093.35 ms
[2022-02-12 21:40:45 main:574] : INFO : Epoch 1916 | loss: 0.0310286 | val_loss: 0.0312908 | Time: 2133.24 ms
[2022-02-12 21:40:47 main:574] : INFO : Epoch 1917 | loss: 0.0310233 | val_loss: 0.0312817 | Time: 2135.78 ms
[2022-02-12 21:40:49 main:574] : INFO : Epoch 1918 | loss: 0.0310335 | val_loss: 0.0312293 | Time: 2097.65 ms
[2022-02-12 21:40:51 main:574] : INFO : Epoch 1919 | loss: 0.0310391 | val_loss: 0.0312455 | Time: 2126.51 ms
[2022-02-12 21:40:53 main:574] : INFO : Epoch 1920 | loss: 0.0310334 | val_loss: 0.0312503 | Time: 2090.35 ms
[2022-02-12 21:40:55 main:574] : INFO : Epoch 1921 | loss: 0.0310294 | val_loss: 0.0312358 | Time: 2145.56 ms
[2022-02-12 21:40:57 main:574] : INFO : Epoch 1922 | loss: 0.0310219 | val_loss: 0.0312582 | Time: 2111.74 ms
[2022-02-12 21:41:00 main:574] : INFO : Epoch 1923 | loss: 0.031022 | val_loss: 0.0312485 | Time: 2100.14 ms
[2022-02-12 21:41:02 main:574] : INFO : Epoch 1924 | loss: 0.0310325 | val_loss: 0.0312298 | Time: 2151.23 ms
[2022-02-12 21:41:04 main:574] : INFO : Epoch 1925 | loss: 0.0310913 | val_loss: 0.0312084 | Time: 2139.35 ms
[2022-02-12 21:41:06 main:574] : INFO : Epoch 1926 | loss: 0.0310785 | val_loss: 0.031217 | Time: 2191.2 ms
[2022-02-12 21:41:08 main:574] : INFO : Epoch 1927 | loss: 0.0310623 | val_loss: 0.0312274 | Time: 2130.28 ms
[2022-02-12 21:41:10 main:574] : INFO : Epoch 1928 | loss: 0.0310545 | val_loss: 0.0312246 | Time: 2162.05 ms
[2022-02-12 21:41:13 main:574] : INFO : Epoch 1929 | loss: 0.0310375 | val_loss: 0.0312528 | Time: 2131.83 ms
[2022-02-12 21:41:15 main:574] : INFO : Epoch 1930 | loss: 0.0310342 | val_loss: 0.0312472 | Time: 2183.56 ms
[2022-02-12 21:41:17 main:574] : INFO : Epoch 1931 | loss: 0.0310419 | val_loss: 0.0312476 | Time: 2103.74 ms
[2022-02-12 21:41:19 main:574] : INFO : Epoch 1932 | loss: 0.0310503 | val_loss: 0.0312373 | Time: 2120.07 ms
[2022-02-12 21:41:21 main:574] : INFO : Epoch 1933 | loss: 0.0310366 | val_loss: 0.0312764 | Time: 2141.38 ms
[2022-02-12 21:41:23 main:574] : INFO : Epoch 1934 | loss: 0.0310256 | val_loss: 0.0312435 | Time: 2099.59 ms
[2022-02-12 21:41:25 main:574] : INFO : Epoch 1935 | loss: 0.031022 | val_loss: 0.0312566 | Time: 2168.04 ms
[2022-02-12 21:41:27 main:574] : INFO : Epoch 1936 | loss: 0.03102 | val_loss: 0.0312451 | Time: 2139.54 ms
[2022-02-12 21:41:30 main:574] : INFO : Epoch 1937 | loss: 0.031014 | val_loss: 0.0312604 | Time: 2095.34 ms
[2022-02-12 21:41:32 main:574] : INFO : Epoch 1938 | loss: 0.0310203 | val_loss: 0.0312483 | Time: 2112.07 ms
[2022-02-12 21:41:34 main:574] : INFO : Epoch 1939 | loss: 0.0310232 | val_loss: 0.031244 | Time: 2109.96 ms
[2022-02-12 21:41:36 main:574] : INFO : Epoch 1940 | loss: 0.031018 | val_loss: 0.0312782 | Time: 2111.18 ms
[2022-02-12 21:41:38 main:574] : INFO : Epoch 1941 | loss: 0.0310149 | val_loss: 0.0312506 | Time: 2104.59 ms
[2022-02-12 21:41:40 main:574] : INFO : Epoch 1942 | loss: 0.03102 | val_loss: 0.0312894 | Time: 2101.23 ms
[2022-02-12 21:41:42 main:574] : INFO : Epoch 1943 | loss: 0.0310188 | val_loss: 0.0312498 | Time: 2116.6 ms
[2022-02-12 21:41:44 main:574] : INFO : Epoch 1944 | loss: 0.0310176 | val_loss: 0.0312457 | Time: 2113.23 ms
[2022-02-12 21:41:47 main:574] : INFO : Epoch 1945 | loss: 0.0310165 | val_loss: 0.0312654 | Time: 2146.9 ms
[2022-02-12 21:41:49 main:574] : INFO : Epoch 1946 | loss: 0.0310176 | val_loss: 0.0312697 | Time: 2120.44 ms
[2022-02-12 21:41:51 main:574] : INFO : Epoch 1947 | loss: 0.0310188 | val_loss: 0.0312471 | Time: 2168.43 ms
[2022-02-12 21:41:53 main:574] : INFO : Epoch 1948 | loss: 0.0310238 | val_loss: 0.0312553 | Time: 2136.41 ms
[2022-02-12 21:41:55 main:574] : INFO : Epoch 1949 | loss: 0.0310191 | val_loss: 0.0312606 | Time: 2134.46 ms
[2022-02-12 21:41:57 main:574] : INFO : Epoch 1950 | loss: 0.0310351 | val_loss: 0.0312538 | Time: 2089.96 ms
[2022-02-12 21:41:59 main:574] : INFO : Epoch 1951 | loss: 0.0310245 | val_loss: 0.0312369 | Time: 2116.23 ms
[2022-02-12 21:42:02 main:574] : INFO : Epoch 1952 | loss: 0.0310207 | val_loss: 0.0312766 | Time: 2136.85 ms
[2022-02-12 21:42:04 main:574] : INFO : Epoch 1953 | loss: 0.0310184 | val_loss: 0.0312457 | Time: 2131.13 ms
[2022-02-12 21:42:06 main:574] : INFO : Epoch 1954 | loss: 0.0310218 | val_loss: 0.0312536 | Time: 2097.07 ms
[2022-02-12 21:42:08 main:574] : INFO : Epoch 1955 | loss: 0.0310334 | val_loss: 0.0312491 | Time: 2100.22 ms
[2022-02-12 21:42:10 main:574] : INFO : Epoch 1956 | loss: 0.031047 | val_loss: 0.031239 | Time: 2092.91 ms
[2022-02-12 21:42:12 main:574] : INFO : Epoch 1957 | loss: 0.0310403 | val_loss: 0.0312396 | Time: 2126.55 ms
[2022-02-12 21:42:14 main:574] : INFO : Epoch 1958 | loss: 0.0310408 | val_loss: 0.0312483 | Time: 2178 ms
[2022-02-12 21:42:16 main:574] : INFO : Epoch 1959 | loss: 0.0310259 | val_loss: 0.0312433 | Time: 2148.65 ms
[2022-02-12 21:42:19 main:574] : INFO : Epoch 1960 | loss: 0.0310189 | val_loss: 0.0312559 | Time: 2125.48 ms
[2022-02-12 21:42:21 main:574] : INFO : Epoch 1961 | loss: 0.0310215 | val_loss: 0.0312439 | Time: 2092.54 ms
[2022-02-12 21:42:23 main:574] : INFO : Epoch 1962 | loss: 0.03103 | val_loss: 0.0312447 | Time: 2130.67 ms
[2022-02-12 21:42:25 main:574] : INFO : Epoch 1963 | loss: 0.0310387 | val_loss: 0.0312619 | Time: 2171.61 ms
[2022-02-12 21:42:27 main:574] : INFO : Epoch 1964 | loss: 0.0310595 | val_loss: 0.0312091 | Time: 2117.36 ms
[2022-02-12 21:42:29 main:574] : INFO : Epoch 1965 | loss: 0.0310894 | val_loss: 0.0312247 | Time: 2087.33 ms
[2022-02-12 21:42:31 main:574] : INFO : Epoch 1966 | loss: 0.0310708 | val_loss: 0.0312169 | Time: 2104.11 ms
[2022-02-12 21:42:33 main:574] : INFO : Epoch 1967 | loss: 0.0310496 | val_loss: 0.0312379 | Time: 2161.27 ms
[2022-02-12 21:42:36 main:574] : INFO : Epoch 1968 | loss: 0.031046 | val_loss: 0.0312444 | Time: 2252.18 ms
[2022-02-12 21:42:38 main:574] : INFO : Epoch 1969 | loss: 0.0310338 | val_loss: 0.0312662 | Time: 2116.98 ms
[2022-02-12 21:42:40 main:574] : INFO : Epoch 1970 | loss: 0.0310353 | val_loss: 0.0312496 | Time: 2210.78 ms
[2022-02-12 21:42:42 main:574] : INFO : Epoch 1971 | loss: 0.0310367 | val_loss: 0.0312416 | Time: 2174.59 ms
[2022-02-12 21:42:44 main:574] : INFO : Epoch 1972 | loss: 0.0310262 | val_loss: 0.0312805 | Time: 2112.09 ms
[2022-02-12 21:42:47 main:574] : INFO : Epoch 1973 | loss: 0.0310458 | val_loss: 0.031242 | Time: 2142.44 ms
[2022-02-12 21:42:49 main:574] : INFO : Epoch 1974 | loss: 0.0310463 | val_loss: 0.0312321 | Time: 2154.82 ms
[2022-02-12 21:42:51 main:574] : INFO : Epoch 1975 | loss: 0.0310485 | val_loss: 0.0312339 | Time: 2132.76 ms
[2022-02-12 21:42:53 main:574] : INFO : Epoch 1976 | loss: 0.0310558 | val_loss: 0.031229 | Time: 2077.59 ms
[2022-02-12 21:42:55 main:574] : INFO : Epoch 1977 | loss: 0.031063 | val_loss: 0.0312481 | Time: 2116.61 ms
[2022-02-12 21:42:57 main:574] : INFO : Epoch 1978 | loss: 0.03105 | val_loss: 0.0312293 | Time: 2084.98 ms
[2022-02-12 21:42:59 main:574] : INFO : Epoch 1979 | loss: 0.0311006 | val_loss: 0.0312074 | Time: 2066.98 ms
[2022-02-12 21:43:01 main:574] : INFO : Epoch 1980 | loss: 0.0310855 | val_loss: 0.0312359 | Time: 2064.63 ms
[2022-02-12 21:43:03 main:574] : INFO : Epoch 1981 | loss: 0.0310675 | val_loss: 0.0312478 | Time: 2066.08 ms
[2022-02-12 21:43:06 main:574] : INFO : Epoch 1982 | loss: 0.0310548 | val_loss: 0.0312177 | Time: 2093.39 ms
[2022-02-12 21:43:08 main:574] : INFO : Epoch 1983 | loss: 0.0310462 | val_loss: 0.0312571 | Time: 2029.23 ms
[2022-02-12 21:43:10 main:574] : INFO : Epoch 1984 | loss: 0.0310418 | val_loss: 0.0312287 | Time: 1977.72 ms
[2022-02-12 21:43:12 main:574] : INFO : Epoch 1985 | loss: 0.0310432 | val_loss: 0.0312689 | Time: 2003.37 ms
[2022-02-12 21:43:14 main:574] : INFO : Epoch 1986 | loss: 0.0310339 | val_loss: 0.0312523 | Time: 2051.81 ms
[2022-02-12 21:43:16 main:574] : INFO : Epoch 1987 | loss: 0.03103 | val_loss: 0.0312605 | Time: 2125.09 ms
[2022-02-12 21:43:18 main:574] : INFO : Epoch 1988 | loss: 0.0310254 | val_loss: 0.0312538 | Time: 2128.7 ms
[2022-02-12 21:43:20 main:574] : INFO : Epoch 1989 | loss: 0.0310257 | val_loss: 0.0312282 | Time: 2122.24 ms
[2022-02-12 21:43:22 main:574] : INFO : Epoch 1990 | loss: 0.0310194 | val_loss: 0.0312791 | Time: 2117.49 ms
[2022-02-12 21:43:24 main:574] : INFO : Epoch 1991 | loss: 0.0310191 | val_loss: 0.0312645 | Time: 2079.79 ms
[2022-02-12 21:43:26 main:574] : INFO : Epoch 1992 | loss: 0.0310144 | val_loss: 0.031264 | Time: 2063.25 ms
[2022-02-12 21:43:28 main:574] : INFO : Epoch 1993 | loss: 0.0310112 | val_loss: 0.0312628 | Time: 2016.02 ms
[2022-02-12 21:43:30 main:574] : INFO : Epoch 1994 | loss: 0.0310118 | val_loss: 0.0312507 | Time: 1999.62 ms
[2022-02-12 21:43:32 main:574] : INFO : Epoch 1995 | loss: 0.0310172 | val_loss: 0.0312666 | Time: 2067.73 ms
[2022-02-12 21:43:35 main:574] : INFO : Epoch 1996 | loss: 0.031019 | val_loss: 0.031245 | Time: 2069.88 ms
[2022-02-12 21:43:37 main:574] : INFO : Epoch 1997 | loss: 0.0310523 | val_loss: 0.031205 | Time: 2036.2 ms
[2022-02-12 21:43:39 main:574] : INFO : Epoch 1998 | loss: 0.031091 | val_loss: 0.0311993 | Time: 2086.42 ms
[2022-02-12 21:43:41 main:574] : INFO : Epoch 1999 | loss: 0.0310684 | val_loss: 0.031246 | Time: 2028.02 ms
[2022-02-12 21:43:43 main:574] : INFO : Epoch 2000 | loss: 0.0310622 | val_loss: 0.0312049 | Time: 2030.94 ms
[2022-02-12 21:43:45 main:574] : INFO : Epoch 2001 | loss: 0.0310477 | val_loss: 0.0312398 | Time: 2045.32 ms
[2022-02-12 21:43:47 main:574] : INFO : Epoch 2002 | loss: 0.0310335 | val_loss: 0.0312438 | Time: 2009.95 ms
[2022-02-12 21:43:49 main:574] : INFO : Epoch 2003 | loss: 0.0310273 | val_loss: 0.0312249 | Time: 2086.93 ms
[2022-02-12 21:43:51 main:574] : INFO : Epoch 2004 | loss: 0.0310263 | val_loss: 0.0312495 | Time: 2040.91 ms
[2022-02-12 21:43:53 main:574] : INFO : Epoch 2005 | loss: 0.0310276 | val_loss: 0.0312518 | Time: 2049.09 ms
[2022-02-12 21:43:55 main:574] : INFO : Epoch 2006 | loss: 0.0310298 | val_loss: 0.0312393 | Time: 2038.46 ms
[2022-02-12 21:43:57 main:574] : INFO : Epoch 2007 | loss: 0.0310278 | val_loss: 0.0312503 | Time: 2011.41 ms
[2022-02-12 21:43:59 main:574] : INFO : Epoch 2008 | loss: 0.0310278 | val_loss: 0.0312616 | Time: 2063.75 ms
[2022-02-12 21:44:01 main:574] : INFO : Epoch 2009 | loss: 0.0310231 | val_loss: 0.0312544 | Time: 2059.59 ms
[2022-02-12 21:44:03 main:574] : INFO : Epoch 2010 | loss: 0.0310184 | val_loss: 0.0312414 | Time: 2014.94 ms
[2022-02-12 21:44:05 main:574] : INFO : Epoch 2011 | loss: 0.0310172 | val_loss: 0.0312778 | Time: 2030.47 ms
[2022-02-12 21:44:07 main:574] : INFO : Epoch 2012 | loss: 0.0310128 | val_loss: 0.0312566 | Time: 2112.7 ms
[2022-02-12 21:44:09 main:574] : INFO : Epoch 2013 | loss: 0.0310169 | val_loss: 0.0312702 | Time: 2032.86 ms
[2022-02-12 21:44:11 main:574] : INFO : Epoch 2014 | loss: 0.0310225 | val_loss: 0.0312823 | Time: 2009.03 ms
[2022-02-12 21:44:13 main:574] : INFO : Epoch 2015 | loss: 0.031018 | val_loss: 0.0312501 | Time: 2007.89 ms
[2022-02-12 21:44:16 main:574] : INFO : Epoch 2016 | loss: 0.0310137 | val_loss: 0.0312538 | Time: 2032.7 ms
[2022-02-12 21:44:18 main:574] : INFO : Epoch 2017 | loss: 0.0310298 | val_loss: 0.0312568 | Time: 2088.89 ms
[2022-02-12 21:44:20 main:574] : INFO : Epoch 2018 | loss: 0.0310282 | val_loss: 0.0312845 | Time: 2065.86 ms
[2022-02-12 21:44:22 main:574] : INFO : Epoch 2019 | loss: 0.0310298 | val_loss: 0.0312349 | Time: 2052.91 ms
[2022-02-12 21:44:24 main:574] : INFO : Epoch 2020 | loss: 0.0310281 | val_loss: 0.0312606 | Time: 2077.38 ms
[2022-02-12 21:44:26 main:574] : INFO : Epoch 2021 | loss: 0.0310251 | val_loss: 0.0312702 | Time: 2024.59 ms
[2022-02-12 21:44:28 main:574] : INFO : Epoch 2022 | loss: 0.0310161 | val_loss: 0.0312527 | Time: 2029.07 ms
[2022-02-12 21:44:30 main:574] : INFO : Epoch 2023 | loss: 0.0310229 | val_loss: 0.0312632 | Time: 2031.43 ms
[2022-02-12 21:44:32 main:574] : INFO : Epoch 2024 | loss: 0.0310142 | val_loss: 0.0312294 | Time: 2028.17 ms
[2022-02-12 21:44:34 main:574] : INFO : Epoch 2025 | loss: 0.0310232 | val_loss: 0.0312493 | Time: 2018.87 ms
[2022-02-12 21:44:36 main:574] : INFO : Epoch 2026 | loss: 0.0310233 | val_loss: 0.0312858 | Time: 2062.78 ms
[2022-02-12 21:44:38 main:574] : INFO : Epoch 2027 | loss: 0.0310173 | val_loss: 0.0312501 | Time: 2030.08 ms
[2022-02-12 21:44:40 main:574] : INFO : Epoch 2028 | loss: 0.0310208 | val_loss: 0.0312486 | Time: 2040.7 ms
[2022-02-12 21:44:42 main:574] : INFO : Epoch 2029 | loss: 0.0310185 | val_loss: 0.0312508 | Time: 1994.07 ms
[2022-02-12 21:44:44 main:574] : INFO : Epoch 2030 | loss: 0.0310128 | val_loss: 0.0312627 | Time: 2074.83 ms
[2022-02-12 21:44:46 main:574] : INFO : Epoch 2031 | loss: 0.0310099 | val_loss: 0.0312736 | Time: 2050.23 ms
[2022-02-12 21:44:48 main:574] : INFO : Epoch 2032 | loss: 0.0310137 | val_loss: 0.0312339 | Time: 2084.95 ms
[2022-02-12 21:44:50 main:574] : INFO : Epoch 2033 | loss: 0.0310135 | val_loss: 0.031269 | Time: 2028.94 ms
[2022-02-12 21:44:52 main:574] : INFO : Epoch 2034 | loss: 0.0310107 | val_loss: 0.0312833 | Time: 1993.99 ms
[2022-02-12 21:44:54 main:574] : INFO : Epoch 2035 | loss: 0.0310302 | val_loss: 0.0312305 | Time: 2055.31 ms
[2022-02-12 21:44:57 main:574] : INFO : Epoch 2036 | loss: 0.0310285 | val_loss: 0.0312488 | Time: 2047.79 ms
[2022-02-12 21:44:59 main:574] : INFO : Epoch 2037 | loss: 0.0310213 | val_loss: 0.0312679 | Time: 2103.78 ms
[2022-02-12 21:45:01 main:574] : INFO : Epoch 2038 | loss: 0.0310198 | val_loss: 0.031269 | Time: 2090.04 ms
[2022-02-12 21:45:03 main:574] : INFO : Epoch 2039 | loss: 0.0310203 | val_loss: 0.0312614 | Time: 2083.28 ms
[2022-02-12 21:45:05 main:574] : INFO : Epoch 2040 | loss: 0.0310203 | val_loss: 0.0312412 | Time: 2089.13 ms
[2022-02-12 21:45:07 main:574] : INFO : Epoch 2041 | loss: 0.0310176 | val_loss: 0.0312728 | Time: 2112.19 ms
[2022-02-12 21:45:09 main:574] : INFO : Epoch 2042 | loss: 0.0310155 | val_loss: 0.0312411 | Time: 2103.89 ms
[2022-02-12 21:45:11 main:574] : INFO : Epoch 2043 | loss: 0.0310302 | val_loss: 0.0312396 | Time: 2057.35 ms
[2022-02-12 21:45:13 main:574] : INFO : Epoch 2044 | loss: 0.0310365 | val_loss: 0.0312718 | Time: 2145.53 ms
[2022-02-12 21:45:16 main:574] : INFO : Epoch 2045 | loss: 0.0310253 | val_loss: 0.0312543 | Time: 2173.79 ms
[2022-02-12 21:45:18 main:574] : INFO : Epoch 2046 | loss: 0.0310151 | val_loss: 0.0312595 | Time: 2174.97 ms
[2022-02-12 21:45:20 main:574] : INFO : Epoch 2047 | loss: 0.0310136 | val_loss: 0.0312742 | Time: 2140.96 ms
[2022-02-12 21:45:22 main:574] : INFO : Epoch 2048 | loss: 0.0310626 | val_loss: 0.0311936 | Time: 2120.22 ms
[2022-02-12 21:45:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311936
[2022-02-12 21:45:22 main:603] : INFO : Saving end state to config to file
[2022-02-12 21:45:22 main:608] : INFO : Success, exiting..
21:45:22 (13536): 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)