Task 11083254
| Name | ParityModified-1639954752-22559-2-0_0 |
| Workunit | 8367942 |
| Created | 26 Jan 2022, 12:18:30 UTC |
| Sent | 12 Feb 2022, 18:59:02 UTC |
| Report deadline | 20 Feb 2022, 18:59:02 UTC |
| Received | 13 Feb 2022, 4:58:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17996 |
| Run time | 1 hours 11 min 55 sec |
| CPU time | 1 hours 10 min 39 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: 0.0311061 | val_loss: 0.0311346 | Time: 2029.99 ms
[2022-02-12 22:39:49 main:574] : INFO : Epoch 1543 | loss: 0.0311061 | val_loss: 0.0311373 | Time: 1973.13 ms
[2022-02-12 22:39:51 main:574] : INFO : Epoch 1544 | loss: 0.0311033 | val_loss: 0.0311343 | Time: 2079.41 ms
[2022-02-12 22:39:53 main:574] : INFO : Epoch 1545 | loss: 0.0311029 | val_loss: 0.0311388 | Time: 2042.8 ms
[2022-02-12 22:39:55 main:574] : INFO : Epoch 1546 | loss: 0.0311025 | val_loss: 0.0311426 | Time: 2032.16 ms
[2022-02-12 22:39:57 main:574] : INFO : Epoch 1547 | loss: 0.0311058 | val_loss: 0.0311338 | Time: 2028.72 ms
[2022-02-12 22:39:59 main:574] : INFO : Epoch 1548 | loss: 0.031122 | val_loss: 0.0311454 | Time: 2009.27 ms
[2022-02-12 22:40:01 main:574] : INFO : Epoch 1549 | loss: 0.0311295 | val_loss: 0.0311454 | Time: 2030.43 ms
[2022-02-12 22:40:03 main:574] : INFO : Epoch 1550 | loss: 0.0311261 | val_loss: 0.0311443 | Time: 2033.77 ms
[2022-02-12 22:40:05 main:574] : INFO : Epoch 1551 | loss: 0.0311207 | val_loss: 0.0311445 | Time: 2018.6 ms
[2022-02-12 22:40:07 main:574] : INFO : Epoch 1552 | loss: 0.031122 | val_loss: 0.0311391 | Time: 2082.21 ms
[2022-02-12 22:40:09 main:574] : INFO : Epoch 1553 | loss: 0.03112 | val_loss: 0.0311385 | Time: 2004.11 ms
[2022-02-12 22:40:12 main:574] : INFO : Epoch 1554 | loss: 0.0311233 | val_loss: 0.0311409 | Time: 2028.06 ms
[2022-02-12 22:40:14 main:574] : INFO : Epoch 1555 | loss: 0.0311212 | val_loss: 0.0311448 | Time: 2005.11 ms
[2022-02-12 22:40:16 main:574] : INFO : Epoch 1556 | loss: 0.0311216 | val_loss: 0.0311371 | Time: 1982.64 ms
[2022-02-12 22:40:18 main:574] : INFO : Epoch 1557 | loss: 0.0311182 | val_loss: 0.0311341 | Time: 2084.25 ms
[2022-02-12 22:40:20 main:574] : INFO : Epoch 1558 | loss: 0.0311187 | val_loss: 0.0311355 | Time: 2030.73 ms
[2022-02-12 22:40:22 main:574] : INFO : Epoch 1559 | loss: 0.0311172 | val_loss: 0.0311369 | Time: 2022.15 ms
[2022-02-12 22:40:24 main:574] : INFO : Epoch 1560 | loss: 0.0311142 | val_loss: 0.0311373 | Time: 1995.82 ms
[2022-02-12 22:40:26 main:574] : INFO : Epoch 1561 | loss: 0.0311133 | val_loss: 0.0311392 | Time: 2069.76 ms
[2022-02-12 22:40:28 main:574] : INFO : Epoch 1562 | loss: 0.0311129 | val_loss: 0.0311414 | Time: 1996.88 ms
[2022-02-12 22:40:30 main:574] : INFO : Epoch 1563 | loss: 0.0311162 | val_loss: 0.0311429 | Time: 2006.84 ms
[2022-02-12 22:40:32 main:574] : INFO : Epoch 1564 | loss: 0.0311142 | val_loss: 0.0311413 | Time: 2046.99 ms
[2022-02-12 22:40:34 main:574] : INFO : Epoch 1565 | loss: 0.0311137 | val_loss: 0.0311428 | Time: 2065.27 ms
[2022-02-12 22:40:36 main:574] : INFO : Epoch 1566 | loss: 0.0311099 | val_loss: 0.0311371 | Time: 2037.19 ms
[2022-02-12 22:40:38 main:574] : INFO : Epoch 1567 | loss: 0.0311109 | val_loss: 0.0311443 | Time: 2103.71 ms
[2022-02-12 22:40:40 main:574] : INFO : Epoch 1568 | loss: 0.0311076 | val_loss: 0.0311405 | Time: 2142.03 ms
[2022-02-12 22:40:42 main:574] : INFO : Epoch 1569 | loss: 0.0311057 | val_loss: 0.0311417 | Time: 2058.04 ms
[2022-02-12 22:40:44 main:574] : INFO : Epoch 1570 | loss: 0.0311047 | val_loss: 0.0311399 | Time: 2081.03 ms
[2022-02-12 22:40:46 main:574] : INFO : Epoch 1571 | loss: 0.031105 | val_loss: 0.0311349 | Time: 2067.79 ms
[2022-02-12 22:40:49 main:574] : INFO : Epoch 1572 | loss: 0.0311055 | val_loss: 0.0311371 | Time: 2068.49 ms
[2022-02-12 22:40:51 main:574] : INFO : Epoch 1573 | loss: 0.0311137 | val_loss: 0.031139 | Time: 2129.26 ms
[2022-02-12 22:40:53 main:574] : INFO : Epoch 1574 | loss: 0.0311119 | val_loss: 0.031139 | Time: 2096.56 ms
[2022-02-12 22:40:55 main:574] : INFO : Epoch 1575 | loss: 0.0311102 | val_loss: 0.0311395 | Time: 2098.01 ms
[2022-02-12 22:40:57 main:574] : INFO : Epoch 1576 | loss: 0.0311104 | val_loss: 0.0311386 | Time: 2065.51 ms
[2022-02-12 22:40:59 main:574] : INFO : Epoch 1577 | loss: 0.0311103 | val_loss: 0.0311406 | Time: 2071.63 ms
[2022-02-12 22:41:01 main:574] : INFO : Epoch 1578 | loss: 0.0311132 | val_loss: 0.0311485 | Time: 2128.97 ms
[2022-02-12 22:41:03 main:574] : INFO : Epoch 1579 | loss: 0.0311203 | val_loss: 0.0311468 | Time: 2082.23 ms
[2022-02-12 22:41:05 main:574] : INFO : Epoch 1580 | loss: 0.0311123 | val_loss: 0.0311394 | Time: 2065.57 ms
[2022-02-12 22:41:07 main:574] : INFO : Epoch 1581 | loss: 0.031111 | val_loss: 0.0311392 | Time: 2105.65 ms
[2022-02-12 22:41:10 main:574] : INFO : Epoch 1582 | loss: 0.0311103 | val_loss: 0.0311407 | Time: 2106.45 ms
[2022-02-12 22:41:12 main:574] : INFO : Epoch 1583 | loss: 0.0311075 | val_loss: 0.0311438 | Time: 2083.73 ms
[2022-02-12 22:41:14 main:574] : INFO : Epoch 1584 | loss: 0.031105 | val_loss: 0.0311407 | Time: 2068.91 ms
[2022-02-12 22:41:16 main:574] : INFO : Epoch 1585 | loss: 0.0311018 | val_loss: 0.0311317 | Time: 2073.43 ms
[2022-02-12 22:41:18 main:574] : INFO : Epoch 1586 | loss: 0.031103 | val_loss: 0.0311311 | Time: 2077.87 ms
[2022-02-12 22:41:20 main:574] : INFO : Epoch 1587 | loss: 0.0311012 | val_loss: 0.0311302 | Time: 2070.01 ms
[2022-02-12 22:41:22 main:574] : INFO : Epoch 1588 | loss: 0.0311074 | val_loss: 0.0311292 | Time: 2053.86 ms
[2022-02-12 22:41:24 main:574] : INFO : Epoch 1589 | loss: 0.0311076 | val_loss: 0.0311327 | Time: 2165.02 ms
[2022-02-12 22:41:26 main:574] : INFO : Epoch 1590 | loss: 0.031104 | val_loss: 0.031132 | Time: 2139.57 ms
[2022-02-12 22:41:28 main:574] : INFO : Epoch 1591 | loss: 0.0311012 | val_loss: 0.0311321 | Time: 2065.13 ms
[2022-02-12 22:41:30 main:574] : INFO : Epoch 1592 | loss: 0.031098 | val_loss: 0.031136 | Time: 2104.59 ms
[2022-02-12 22:41:33 main:574] : INFO : Epoch 1593 | loss: 0.0311009 | val_loss: 0.0311424 | Time: 2084.65 ms
[2022-02-12 22:41:35 main:574] : INFO : Epoch 1594 | loss: 0.0311013 | val_loss: 0.031135 | Time: 2065.48 ms
[2022-02-12 22:41:37 main:574] : INFO : Epoch 1595 | loss: 0.0310985 | val_loss: 0.0311354 | Time: 2069.49 ms
[2022-02-12 22:41:39 main:574] : INFO : Epoch 1596 | loss: 0.0311017 | val_loss: 0.0311436 | Time: 2079.39 ms
[2022-02-12 22:41:41 main:574] : INFO : Epoch 1597 | loss: 0.0311022 | val_loss: 0.0311327 | Time: 2170.05 ms
[2022-02-12 22:41:43 main:574] : INFO : Epoch 1598 | loss: 0.0311007 | val_loss: 0.0311384 | Time: 2123.41 ms
[2022-02-12 22:41:45 main:574] : INFO : Epoch 1599 | loss: 0.0310989 | val_loss: 0.0311421 | Time: 2151.5 ms
[2022-02-12 22:41:47 main:574] : INFO : Epoch 1600 | loss: 0.0311025 | val_loss: 0.031138 | Time: 2125.29 ms
[2022-02-12 22:41:50 main:574] : INFO : Epoch 1601 | loss: 0.0311089 | val_loss: 0.0311382 | Time: 2142.38 ms
[2022-02-12 22:41:52 main:574] : INFO : Epoch 1602 | loss: 0.0311067 | val_loss: 0.0311395 | Time: 2125.26 ms
[2022-02-12 22:41:54 main:574] : INFO : Epoch 1603 | loss: 0.0311094 | val_loss: 0.0311367 | Time: 2128.51 ms
[2022-02-12 22:41:56 main:574] : INFO : Epoch 1604 | loss: 0.0311068 | val_loss: 0.0311345 | Time: 2151.16 ms
[2022-02-12 22:41:58 main:574] : INFO : Epoch 1605 | loss: 0.0311055 | val_loss: 0.0311359 | Time: 2160.53 ms
[2022-02-12 22:42:00 main:574] : INFO : Epoch 1606 | loss: 0.0311079 | val_loss: 0.0311329 | Time: 2122.19 ms
[2022-02-12 22:42:02 main:574] : INFO : Epoch 1607 | loss: 0.0311089 | val_loss: 0.031134 | Time: 2140.13 ms
[2022-02-12 22:42:05 main:574] : INFO : Epoch 1608 | loss: 0.0311095 | val_loss: 0.0311371 | Time: 2150.05 ms
[2022-02-12 22:42:07 main:574] : INFO : Epoch 1609 | loss: 0.0311082 | val_loss: 0.0311414 | Time: 2171.64 ms
[2022-02-12 22:42:09 main:574] : INFO : Epoch 1610 | loss: 0.0311064 | val_loss: 0.0311423 | Time: 2159.53 ms
[2022-02-12 22:42:11 main:574] : INFO : Epoch 1611 | loss: 0.0311051 | val_loss: 0.0311358 | Time: 2154.87 ms
[2022-02-12 22:42:13 main:574] : INFO : Epoch 1612 | loss: 0.0311028 | val_loss: 0.0311342 | Time: 2136.21 ms
[2022-02-12 22:42:15 main:574] : INFO : Epoch 1613 | loss: 0.0311 | val_loss: 0.0311406 | Time: 2163.86 ms
[2022-02-12 22:42:18 main:574] : INFO : Epoch 1614 | loss: 0.0311084 | val_loss: 0.0311365 | Time: 2191.75 ms
[2022-02-12 22:42:20 main:574] : INFO : Epoch 1615 | loss: 0.0311104 | val_loss: 0.0311342 | Time: 2187.02 ms
[2022-02-12 22:42:22 main:574] : INFO : Epoch 1616 | loss: 0.0311112 | val_loss: 0.0311384 | Time: 2166.28 ms
[2022-02-12 22:42:24 main:574] : INFO : Epoch 1617 | loss: 0.0311133 | val_loss: 0.0311346 | Time: 2166.33 ms
[2022-02-12 22:42:26 main:574] : INFO : Epoch 1618 | loss: 0.0311102 | val_loss: 0.0311359 | Time: 2156.13 ms
[2022-02-12 22:42:28 main:574] : INFO : Epoch 1619 | loss: 0.0311063 | val_loss: 0.0311358 | Time: 2152.49 ms
[2022-02-12 22:42:31 main:574] : INFO : Epoch 1620 | loss: 0.0311048 | val_loss: 0.0311319 | Time: 2122.22 ms
[2022-02-12 22:42:33 main:574] : INFO : Epoch 1621 | loss: 0.0311027 | val_loss: 0.0311423 | Time: 2136.61 ms
[2022-02-12 22:42:35 main:574] : INFO : Epoch 1622 | loss: 0.0311055 | val_loss: 0.0311384 | Time: 2134.03 ms
[2022-02-12 22:42:37 main:574] : INFO : Epoch 1623 | loss: 0.0311184 | val_loss: 0.0311337 | Time: 2107.54 ms
[2022-02-12 22:42:39 main:574] : INFO : Epoch 1624 | loss: 0.0311174 | val_loss: 0.0311358 | Time: 2194.75 ms
[2022-02-12 22:42:41 main:574] : INFO : Epoch 1625 | loss: 0.0311124 | val_loss: 0.0311323 | Time: 2218.54 ms
[2022-02-12 22:42:44 main:574] : INFO : Epoch 1626 | loss: 0.0311115 | val_loss: 0.0311366 | Time: 2234.07 ms
[2022-02-12 22:42:46 main:574] : INFO : Epoch 1627 | loss: 0.0311099 | val_loss: 0.0311375 | Time: 2232.04 ms
[2022-02-12 22:42:48 main:574] : INFO : Epoch 1628 | loss: 0.0311081 | val_loss: 0.0311341 | Time: 2170.76 ms
[2022-02-12 22:42:50 main:574] : INFO : Epoch 1629 | loss: 0.0311055 | val_loss: 0.0311366 | Time: 2110.81 ms
[2022-02-12 22:42:52 main:574] : INFO : Epoch 1630 | loss: 0.0311036 | val_loss: 0.0311346 | Time: 2126.42 ms
[2022-02-12 22:42:54 main:574] : INFO : Epoch 1631 | loss: 0.0311028 | val_loss: 0.0311304 | Time: 2147.97 ms
[2022-02-12 22:42:57 main:574] : INFO : Epoch 1632 | loss: 0.031101 | val_loss: 0.0311329 | Time: 2133.23 ms
[2022-02-12 22:42:59 main:574] : INFO : Epoch 1633 | loss: 0.0311008 | val_loss: 0.0311294 | Time: 2173.21 ms
[2022-02-12 22:43:01 main:574] : INFO : Epoch 1634 | loss: 0.031101 | val_loss: 0.0311342 | Time: 2112.55 ms
[2022-02-12 22:43:03 main:574] : INFO : Epoch 1635 | loss: 0.0311008 | val_loss: 0.0311319 | Time: 2115.72 ms
[2022-02-12 22:43:05 main:574] : INFO : Epoch 1636 | loss: 0.0310981 | val_loss: 0.0311311 | Time: 2123.01 ms
[2022-02-12 22:43:07 main:574] : INFO : Epoch 1637 | loss: 0.0310986 | val_loss: 0.0311297 | Time: 2137.94 ms
[2022-02-12 22:43:09 main:574] : INFO : Epoch 1638 | loss: 0.0311004 | val_loss: 0.0311303 | Time: 2148.78 ms
[2022-02-12 22:43:12 main:574] : INFO : Epoch 1639 | loss: 0.0311181 | val_loss: 0.031132 | Time: 2144.74 ms
[2022-02-12 22:43:14 main:574] : INFO : Epoch 1640 | loss: 0.0311203 | val_loss: 0.0311334 | Time: 2109.73 ms
[2022-02-12 22:43:16 main:574] : INFO : Epoch 1641 | loss: 0.0311145 | val_loss: 0.0311362 | Time: 2052.32 ms
[2022-02-12 22:43:18 main:574] : INFO : Epoch 1642 | loss: 0.0311131 | val_loss: 0.031135 | Time: 2091.74 ms
[2022-02-12 22:43:20 main:574] : INFO : Epoch 1643 | loss: 0.0311117 | val_loss: 0.0311297 | Time: 2041.94 ms
[2022-02-12 22:43:22 main:574] : INFO : Epoch 1644 | loss: 0.0311111 | val_loss: 0.0311294 | Time: 2264.88 ms
[2022-02-12 22:43:24 main:574] : INFO : Epoch 1645 | loss: 0.0311099 | val_loss: 0.0311324 | Time: 2128.28 ms
[2022-02-12 22:43:27 main:574] : INFO : Epoch 1646 | loss: 0.0311078 | val_loss: 0.0311334 | Time: 2204.58 ms
[2022-02-12 22:43:29 main:574] : INFO : Epoch 1647 | loss: 0.0311057 | val_loss: 0.0311331 | Time: 2182.09 ms
[2022-02-12 22:43:31 main:574] : INFO : Epoch 1648 | loss: 0.0311021 | val_loss: 0.0311311 | Time: 2096.76 ms
[2022-02-12 22:43:33 main:574] : INFO : Epoch 1649 | loss: 0.031102 | val_loss: 0.0311321 | Time: 2132.78 ms
[2022-02-12 22:43:35 main:574] : INFO : Epoch 1650 | loss: 0.0311008 | val_loss: 0.0311285 | Time: 2075.71 ms
[2022-02-12 22:43:37 main:574] : INFO : Epoch 1651 | loss: 0.0311007 | val_loss: 0.0311341 | Time: 2122.85 ms
[2022-02-12 22:43:39 main:574] : INFO : Epoch 1652 | loss: 0.0311006 | val_loss: 0.0311364 | Time: 2169.36 ms
[2022-02-12 22:43:41 main:574] : INFO : Epoch 1653 | loss: 0.0310997 | val_loss: 0.0311347 | Time: 2118.82 ms
[2022-02-12 22:43:44 main:574] : INFO : Epoch 1654 | loss: 0.0311002 | val_loss: 0.031136 | Time: 2145.9 ms
[2022-02-12 22:43:46 main:574] : INFO : Epoch 1655 | loss: 0.0311046 | val_loss: 0.031141 | Time: 2152.88 ms
[2022-02-12 22:43:48 main:574] : INFO : Epoch 1656 | loss: 0.0311014 | val_loss: 0.0311343 | Time: 2138.56 ms
[2022-02-12 22:43:50 main:574] : INFO : Epoch 1657 | loss: 0.0311002 | val_loss: 0.0311344 | Time: 2184.99 ms
[2022-02-12 22:43:52 main:574] : INFO : Epoch 1658 | loss: 0.0310996 | val_loss: 0.0311306 | Time: 2133.7 ms
[2022-02-12 22:43:54 main:574] : INFO : Epoch 1659 | loss: 0.0310979 | val_loss: 0.0311479 | Time: 2124.27 ms
[2022-02-12 22:43:57 main:574] : INFO : Epoch 1660 | loss: 0.0310987 | val_loss: 0.0311299 | Time: 2169.73 ms
[2022-02-12 22:43:59 main:574] : INFO : Epoch 1661 | loss: 0.0310989 | val_loss: 0.0311363 | Time: 2125.33 ms
[2022-02-12 22:44:01 main:574] : INFO : Epoch 1662 | loss: 0.0310981 | val_loss: 0.0311331 | Time: 2136.77 ms
[2022-02-12 22:44:03 main:574] : INFO : Epoch 1663 | loss: 0.0310984 | val_loss: 0.0311282 | Time: 2148.79 ms
[2022-02-12 22:44:05 main:574] : INFO : Epoch 1664 | loss: 0.0310975 | val_loss: 0.03114 | Time: 2144.06 ms
[2022-02-12 22:44:07 main:574] : INFO : Epoch 1665 | loss: 0.0311008 | val_loss: 0.0311363 | Time: 2171.16 ms
[2022-02-12 22:44:09 main:574] : INFO : Epoch 1666 | loss: 0.0310975 | val_loss: 0.0311445 | Time: 2170.71 ms
[2022-02-12 22:44:12 main:574] : INFO : Epoch 1667 | loss: 0.0311007 | val_loss: 0.0311316 | Time: 2120.82 ms
[2022-02-12 22:44:14 main:574] : INFO : Epoch 1668 | loss: 0.0310997 | val_loss: 0.0311371 | Time: 2144.24 ms
[2022-02-12 22:44:16 main:574] : INFO : Epoch 1669 | loss: 0.0311004 | val_loss: 0.0311332 | Time: 2152.98 ms
[2022-02-12 22:44:18 main:574] : INFO : Epoch 1670 | loss: 0.0310973 | val_loss: 0.0311301 | Time: 2139.43 ms
[2022-02-12 22:44:20 main:574] : INFO : Epoch 1671 | loss: 0.0310982 | val_loss: 0.0311333 | Time: 2186.7 ms
[2022-02-12 22:44:22 main:574] : INFO : Epoch 1672 | loss: 0.0310959 | val_loss: 0.0311349 | Time: 2134.54 ms
[2022-02-12 22:44:25 main:574] : INFO : Epoch 1673 | loss: 0.0310947 | val_loss: 0.0311391 | Time: 2115.29 ms
[2022-02-12 22:44:27 main:574] : INFO : Epoch 1674 | loss: 0.0310944 | val_loss: 0.0311361 | Time: 2130.02 ms
[2022-02-12 22:44:29 main:574] : INFO : Epoch 1675 | loss: 0.0310937 | val_loss: 0.0311299 | Time: 2151.93 ms
[2022-02-12 22:44:31 main:574] : INFO : Epoch 1676 | loss: 0.0310925 | val_loss: 0.0311316 | Time: 2108.02 ms
[2022-02-12 22:44:33 main:574] : INFO : Epoch 1677 | loss: 0.0310897 | val_loss: 0.031132 | Time: 2129.48 ms
[2022-02-12 22:44:35 main:574] : INFO : Epoch 1678 | loss: 0.0310899 | val_loss: 0.0311392 | Time: 2134.97 ms
[2022-02-12 22:44:37 main:574] : INFO : Epoch 1679 | loss: 0.0310893 | val_loss: 0.031138 | Time: 2115.62 ms
[2022-02-12 22:44:40 main:574] : INFO : Epoch 1680 | loss: 0.0310946 | val_loss: 0.0311417 | Time: 2169.58 ms
[2022-02-12 22:44:42 main:574] : INFO : Epoch 1681 | loss: 0.0311029 | val_loss: 0.0311273 | Time: 2159.92 ms
[2022-02-12 22:44:44 main:574] : INFO : Epoch 1682 | loss: 0.0311036 | val_loss: 0.0311255 | Time: 2133.54 ms
[2022-02-12 22:44:46 main:574] : INFO : Epoch 1683 | loss: 0.0311032 | val_loss: 0.031129 | Time: 2177.59 ms
[2022-02-12 22:44:48 main:574] : INFO : Epoch 1684 | loss: 0.0311056 | val_loss: 0.0311271 | Time: 2125.94 ms
[2022-02-12 22:44:50 main:574] : INFO : Epoch 1685 | loss: 0.0311032 | val_loss: 0.0311328 | Time: 2145.45 ms
[2022-02-12 22:44:52 main:574] : INFO : Epoch 1686 | loss: 0.0311034 | val_loss: 0.0311369 | Time: 2118.24 ms
[2022-02-12 22:44:55 main:574] : INFO : Epoch 1687 | loss: 0.0310986 | val_loss: 0.0311333 | Time: 2164.05 ms
[2022-02-12 22:44:57 main:574] : INFO : Epoch 1688 | loss: 0.0310992 | val_loss: 0.031128 | Time: 2135.41 ms
[2022-02-12 22:44:59 main:574] : INFO : Epoch 1689 | loss: 0.0310986 | val_loss: 0.0311285 | Time: 2127.63 ms
[2022-02-12 22:45:01 main:574] : INFO : Epoch 1690 | loss: 0.0310992 | val_loss: 0.0311371 | Time: 2134.98 ms
[2022-02-12 22:45:03 main:574] : INFO : Epoch 1691 | loss: 0.0310961 | val_loss: 0.0311462 | Time: 2127.02 ms
[2022-02-12 22:45:05 main:574] : INFO : Epoch 1692 | loss: 0.0310946 | val_loss: 0.0311389 | Time: 2099.92 ms
[2022-02-12 22:45:07 main:574] : INFO : Epoch 1693 | loss: 0.0310939 | val_loss: 0.0311334 | Time: 2110.24 ms
[2022-02-12 22:45:09 main:574] : INFO : Epoch 1694 | loss: 0.0310947 | val_loss: 0.031135 | Time: 2144.49 ms
[2022-02-12 22:45:12 main:574] : INFO : Epoch 1695 | loss: 0.0310941 | val_loss: 0.0311352 | Time: 2118.02 ms
[2022-02-12 22:45:14 main:574] : INFO : Epoch 1696 | loss: 0.0311004 | val_loss: 0.0311317 | Time: 2061.27 ms
[2022-02-12 22:45:16 main:574] : INFO : Epoch 1697 | loss: 0.0310962 | val_loss: 0.0311312 | Time: 2090.25 ms
[2022-02-12 22:45:18 main:574] : INFO : Epoch 1698 | loss: 0.0310969 | val_loss: 0.0311285 | Time: 2098.87 ms
[2022-02-12 22:45:20 main:574] : INFO : Epoch 1699 | loss: 0.031092 | val_loss: 0.0311386 | Time: 2040.96 ms
[2022-02-12 22:45:22 main:574] : INFO : Epoch 1700 | loss: 0.031097 | val_loss: 0.0311407 | Time: 2086.75 ms
[2022-02-12 22:45:24 main:574] : INFO : Epoch 1701 | loss: 0.0310937 | val_loss: 0.0311284 | Time: 2105.04 ms
[2022-02-12 22:45:26 main:574] : INFO : Epoch 1702 | loss: 0.0310924 | val_loss: 0.0311289 | Time: 2067.24 ms
[2022-02-12 22:45:28 main:574] : INFO : Epoch 1703 | loss: 0.031094 | val_loss: 0.0311335 | Time: 2068.69 ms
[2022-02-12 22:45:30 main:574] : INFO : Epoch 1704 | loss: 0.031096 | val_loss: 0.031134 | Time: 2042.26 ms
[2022-02-12 22:45:32 main:574] : INFO : Epoch 1705 | loss: 0.0311012 | val_loss: 0.0311354 | Time: 2109.06 ms
[2022-02-12 22:45:35 main:574] : INFO : Epoch 1706 | loss: 0.0310979 | val_loss: 0.0311299 | Time: 2113.1 ms
[2022-02-12 22:45:37 main:574] : INFO : Epoch 1707 | loss: 0.0310907 | val_loss: 0.0311342 | Time: 2090.37 ms
[2022-02-12 22:45:39 main:574] : INFO : Epoch 1708 | loss: 0.0310904 | val_loss: 0.0311366 | Time: 2100.37 ms
[2022-02-12 22:45:41 main:574] : INFO : Epoch 1709 | loss: 0.0310895 | val_loss: 0.0311268 | Time: 2129.41 ms
[2022-02-12 22:45:43 main:574] : INFO : Epoch 1710 | loss: 0.0310893 | val_loss: 0.0311365 | Time: 2091.59 ms
[2022-02-12 22:45:45 main:574] : INFO : Epoch 1711 | loss: 0.0310926 | val_loss: 0.0311411 | Time: 2077.96 ms
[2022-02-12 22:45:47 main:574] : INFO : Epoch 1712 | loss: 0.0310908 | val_loss: 0.0311388 | Time: 2081.32 ms
[2022-02-12 22:45:49 main:574] : INFO : Epoch 1713 | loss: 0.0310893 | val_loss: 0.031149 | Time: 2079.06 ms
[2022-02-12 22:45:51 main:574] : INFO : Epoch 1714 | loss: 0.0310911 | val_loss: 0.0311314 | Time: 2114.86 ms
[2022-02-12 22:45:53 main:574] : INFO : Epoch 1715 | loss: 0.0310916 | val_loss: 0.031134 | Time: 2013.73 ms
[2022-02-12 22:45:55 main:574] : INFO : Epoch 1716 | loss: 0.0310901 | val_loss: 0.0311341 | Time: 2036.22 ms
[2022-02-12 22:45:58 main:574] : INFO : Epoch 1717 | loss: 0.0310936 | val_loss: 0.0311357 | Time: 2086.46 ms
[2022-02-12 22:46:00 main:574] : INFO : Epoch 1718 | loss: 0.031097 | val_loss: 0.0311355 | Time: 2099.63 ms
[2022-02-12 22:46:02 main:574] : INFO : Epoch 1719 | loss: 0.0310952 | val_loss: 0.0311416 | Time: 2018.48 ms
[2022-02-12 22:46:04 main:574] : INFO : Epoch 1720 | loss: 0.0310956 | val_loss: 0.0311315 | Time: 2049.87 ms
[2022-02-12 22:46:06 main:574] : INFO : Epoch 1721 | loss: 0.0311008 | val_loss: 0.0311309 | Time: 2054.73 ms
[2022-02-12 22:46:08 main:574] : INFO : Epoch 1722 | loss: 0.0310958 | val_loss: 0.0311328 | Time: 2039.72 ms
[2022-02-12 22:46:10 main:574] : INFO : Epoch 1723 | loss: 0.0310957 | val_loss: 0.0311314 | Time: 2007.59 ms
[2022-02-12 22:46:12 main:574] : INFO : Epoch 1724 | loss: 0.0310949 | val_loss: 0.0311346 | Time: 2061.49 ms
[2022-02-12 22:46:14 main:574] : INFO : Epoch 1725 | loss: 0.031096 | val_loss: 0.0311283 | Time: 2040.73 ms
[2022-02-12 22:46:16 main:574] : INFO : Epoch 1726 | loss: 0.0310942 | val_loss: 0.0311344 | Time: 2024.63 ms
[2022-02-12 22:46:18 main:574] : INFO : Epoch 1727 | loss: 0.0310948 | val_loss: 0.0311315 | Time: 2085.55 ms
[2022-02-12 22:46:20 main:574] : INFO : Epoch 1728 | loss: 0.0310919 | val_loss: 0.0311393 | Time: 2001.6 ms
[2022-02-12 22:46:22 main:574] : INFO : Epoch 1729 | loss: 0.031104 | val_loss: 0.0311365 | Time: 2075.54 ms
[2022-02-12 22:46:24 main:574] : INFO : Epoch 1730 | loss: 0.031105 | val_loss: 0.0311333 | Time: 2035.6 ms
[2022-02-12 22:46:26 main:574] : INFO : Epoch 1731 | loss: 0.031099 | val_loss: 0.0311349 | Time: 2032.69 ms
[2022-02-12 22:46:28 main:574] : INFO : Epoch 1732 | loss: 0.0310991 | val_loss: 0.0311342 | Time: 2005.74 ms
[2022-02-12 22:46:30 main:574] : INFO : Epoch 1733 | loss: 0.0311008 | val_loss: 0.0311316 | Time: 2039.44 ms
[2022-02-12 22:46:32 main:574] : INFO : Epoch 1734 | loss: 0.0310939 | val_loss: 0.0311329 | Time: 2061 ms
[2022-02-12 22:46:34 main:574] : INFO : Epoch 1735 | loss: 0.0310927 | val_loss: 0.0311445 | Time: 2021.65 ms
[2022-02-12 22:46:36 main:574] : INFO : Epoch 1736 | loss: 0.0310966 | val_loss: 0.0311466 | Time: 2058.17 ms
[2022-02-12 22:46:39 main:574] : INFO : Epoch 1737 | loss: 0.0311069 | val_loss: 0.0311415 | Time: 2064.37 ms
[2022-02-12 22:46:41 main:574] : INFO : Epoch 1738 | loss: 0.0311054 | val_loss: 0.0311402 | Time: 2019.29 ms
[2022-02-12 22:46:43 main:574] : INFO : Epoch 1739 | loss: 0.0310995 | val_loss: 0.0311307 | Time: 2041.46 ms
[2022-02-12 22:46:45 main:574] : INFO : Epoch 1740 | loss: 0.0310961 | val_loss: 0.0311331 | Time: 2029.96 ms
[2022-02-12 22:46:47 main:574] : INFO : Epoch 1741 | loss: 0.0310926 | val_loss: 0.0311378 | Time: 2056.93 ms
[2022-02-12 22:46:49 main:574] : INFO : Epoch 1742 | loss: 0.0310921 | val_loss: 0.0311356 | Time: 2066.68 ms
[2022-02-12 22:46:51 main:574] : INFO : Epoch 1743 | loss: 0.0310929 | val_loss: 0.0311339 | Time: 2025.16 ms
[2022-02-12 22:46:53 main:574] : INFO : Epoch 1744 | loss: 0.0310913 | val_loss: 0.0311409 | Time: 2020.19 ms
[2022-02-12 22:46:55 main:574] : INFO : Epoch 1745 | loss: 0.031092 | val_loss: 0.0311363 | Time: 2067.19 ms
[2022-02-12 22:46:57 main:574] : INFO : Epoch 1746 | loss: 0.0310902 | val_loss: 0.0311354 | Time: 2016.4 ms
[2022-02-12 22:46:59 main:574] : INFO : Epoch 1747 | loss: 0.0310885 | val_loss: 0.0311363 | Time: 2048.17 ms
[2022-02-12 22:47:01 main:574] : INFO : Epoch 1748 | loss: 0.0310891 | val_loss: 0.0311418 | Time: 2034.3 ms
[2022-02-12 22:47:03 main:574] : INFO : Epoch 1749 | loss: 0.0310934 | val_loss: 0.0311389 | Time: 2111.97 ms
[2022-02-12 22:47:05 main:574] : INFO : Epoch 1750 | loss: 0.0310929 | val_loss: 0.0311366 | Time: 2094.38 ms
[2022-02-12 22:47:07 main:574] : INFO : Epoch 1751 | loss: 0.0310909 | val_loss: 0.0311427 | Time: 2148.64 ms
[2022-02-12 22:47:09 main:574] : INFO : Epoch 1752 | loss: 0.0310912 | val_loss: 0.0311405 | Time: 2068.26 ms
[2022-02-12 22:47:12 main:574] : INFO : Epoch 1753 | loss: 0.0310902 | val_loss: 0.0311385 | Time: 2137.88 ms
[2022-02-12 22:47:14 main:574] : INFO : Epoch 1754 | loss: 0.0310897 | val_loss: 0.031142 | Time: 2100.65 ms
[2022-02-12 22:47:16 main:574] : INFO : Epoch 1755 | loss: 0.0310885 | val_loss: 0.031141 | Time: 2078.99 ms
[2022-02-12 22:47:18 main:574] : INFO : Epoch 1756 | loss: 0.0310901 | val_loss: 0.0311399 | Time: 2109.09 ms
[2022-02-12 22:47:20 main:574] : INFO : Epoch 1757 | loss: 0.0310892 | val_loss: 0.0311345 | Time: 2120.28 ms
[2022-02-12 22:47:22 main:574] : INFO : Epoch 1758 | loss: 0.0310927 | val_loss: 0.0311294 | Time: 2102.55 ms
[2022-02-12 22:47:24 main:574] : INFO : Epoch 1759 | loss: 0.0310887 | val_loss: 0.0311418 | Time: 2103.16 ms
[2022-02-12 22:47:26 main:574] : INFO : Epoch 1760 | loss: 0.0310926 | val_loss: 0.0311356 | Time: 2057.39 ms
[2022-02-12 22:47:28 main:574] : INFO : Epoch 1761 | loss: 0.0311038 | val_loss: 0.0311367 | Time: 2047 ms
[2022-02-12 22:47:30 main:574] : INFO : Epoch 1762 | loss: 0.0311085 | val_loss: 0.0311343 | Time: 2091.25 ms
[2022-02-12 22:47:33 main:574] : INFO : Epoch 1763 | loss: 0.0311025 | val_loss: 0.0311328 | Time: 2111.71 ms
[2022-02-12 22:47:35 main:574] : INFO : Epoch 1764 | loss: 0.0310991 | val_loss: 0.0311413 | Time: 2121.41 ms
[2022-02-12 22:47:37 main:574] : INFO : Epoch 1765 | loss: 0.0310957 | val_loss: 0.0311344 | Time: 2057.74 ms
[2022-02-12 22:47:39 main:574] : INFO : Epoch 1766 | loss: 0.0310931 | val_loss: 0.0311385 | Time: 2083.26 ms
[2022-02-12 22:47:41 main:574] : INFO : Epoch 1767 | loss: 0.0310905 | val_loss: 0.0311393 | Time: 2128 ms
[2022-02-12 22:47:43 main:574] : INFO : Epoch 1768 | loss: 0.0310883 | val_loss: 0.031131 | Time: 2063.55 ms
[2022-02-12 22:47:45 main:574] : INFO : Epoch 1769 | loss: 0.0310912 | val_loss: 0.0311399 | Time: 2071.24 ms
[2022-02-12 22:47:47 main:574] : INFO : Epoch 1770 | loss: 0.0310968 | val_loss: 0.0311391 | Time: 2102.32 ms
[2022-02-12 22:47:49 main:574] : INFO : Epoch 1771 | loss: 0.0310901 | val_loss: 0.0311336 | Time: 2109.46 ms
[2022-02-12 22:47:52 main:574] : INFO : Epoch 1772 | loss: 0.0310909 | val_loss: 0.0311382 | Time: 2126.06 ms
[2022-02-12 22:47:54 main:574] : INFO : Epoch 1773 | loss: 0.0311013 | val_loss: 0.0311351 | Time: 2079.5 ms
[2022-02-12 22:47:56 main:574] : INFO : Epoch 1774 | loss: 0.0311 | val_loss: 0.0311322 | Time: 2102.08 ms
[2022-02-12 22:47:58 main:574] : INFO : Epoch 1775 | loss: 0.031093 | val_loss: 0.0311412 | Time: 2081.9 ms
[2022-02-12 22:48:00 main:574] : INFO : Epoch 1776 | loss: 0.0310907 | val_loss: 0.0311323 | Time: 2131.43 ms
[2022-02-12 22:48:02 main:574] : INFO : Epoch 1777 | loss: 0.0310891 | val_loss: 0.0311261 | Time: 2167.32 ms
[2022-02-12 22:48:04 main:574] : INFO : Epoch 1778 | loss: 0.0310882 | val_loss: 0.0311311 | Time: 2120.53 ms
[2022-02-12 22:48:06 main:574] : INFO : Epoch 1779 | loss: 0.0310891 | val_loss: 0.0311309 | Time: 2132.8 ms
[2022-02-12 22:48:08 main:574] : INFO : Epoch 1780 | loss: 0.0310882 | val_loss: 0.0311357 | Time: 2103.06 ms
[2022-02-12 22:48:11 main:574] : INFO : Epoch 1781 | loss: 0.0310908 | val_loss: 0.0311237 | Time: 2099.63 ms
[2022-02-12 22:48:13 main:574] : INFO : Epoch 1782 | loss: 0.0310872 | val_loss: 0.0311348 | Time: 2109.77 ms
[2022-02-12 22:48:15 main:574] : INFO : Epoch 1783 | loss: 0.0310928 | val_loss: 0.0311377 | Time: 2123.58 ms
[2022-02-12 22:48:17 main:574] : INFO : Epoch 1784 | loss: 0.0310937 | val_loss: 0.0311348 | Time: 2166.56 ms
[2022-02-12 22:48:19 main:574] : INFO : Epoch 1785 | loss: 0.0310939 | val_loss: 0.0311325 | Time: 2137.86 ms
[2022-02-12 22:48:21 main:574] : INFO : Epoch 1786 | loss: 0.0310895 | val_loss: 0.0311311 | Time: 2098.56 ms
[2022-02-12 22:48:23 main:574] : INFO : Epoch 1787 | loss: 0.0310899 | val_loss: 0.0311328 | Time: 2129.54 ms
[2022-02-12 22:48:25 main:574] : INFO : Epoch 1788 | loss: 0.0310966 | val_loss: 0.0311322 | Time: 2115.76 ms
[2022-02-12 22:48:28 main:574] : INFO : Epoch 1789 | loss: 0.0310946 | val_loss: 0.0311312 | Time: 2175.35 ms
[2022-02-12 22:48:30 main:574] : INFO : Epoch 1790 | loss: 0.0310937 | val_loss: 0.0311303 | Time: 2160.45 ms
[2022-02-12 22:48:32 main:574] : INFO : Epoch 1791 | loss: 0.0310879 | val_loss: 0.031132 | Time: 2158.64 ms
[2022-02-12 22:48:34 main:574] : INFO : Epoch 1792 | loss: 0.0310875 | val_loss: 0.0311324 | Time: 2139.67 ms
[2022-02-12 22:48:36 main:574] : INFO : Epoch 1793 | loss: 0.0310859 | val_loss: 0.0311357 | Time: 2175.79 ms
[2022-02-12 22:48:38 main:574] : INFO : Epoch 1794 | loss: 0.0310893 | val_loss: 0.0311295 | Time: 2124.4 ms
[2022-02-12 22:48:41 main:574] : INFO : Epoch 1795 | loss: 0.0310882 | val_loss: 0.0311492 | Time: 2169.74 ms
[2022-02-12 22:48:43 main:574] : INFO : Epoch 1796 | loss: 0.0311081 | val_loss: 0.0311447 | Time: 2166.13 ms
[2022-02-12 22:48:45 main:574] : INFO : Epoch 1797 | loss: 0.0311044 | val_loss: 0.0311404 | Time: 2121.56 ms
[2022-02-12 22:48:47 main:574] : INFO : Epoch 1798 | loss: 0.0310994 | val_loss: 0.0311364 | Time: 2156.65 ms
[2022-02-12 22:48:49 main:574] : INFO : Epoch 1799 | loss: 0.0310973 | val_loss: 0.031128 | Time: 2144.01 ms
[2022-02-12 22:48:51 main:574] : INFO : Epoch 1800 | loss: 0.0310964 | val_loss: 0.031128 | Time: 2168.15 ms
[2022-02-12 22:48:54 main:574] : INFO : Epoch 1801 | loss: 0.0310929 | val_loss: 0.0311372 | Time: 2142.05 ms
[2022-02-12 22:48:56 main:574] : INFO : Epoch 1802 | loss: 0.0310938 | val_loss: 0.031137 | Time: 2122.69 ms
[2022-02-12 22:48:58 main:574] : INFO : Epoch 1803 | loss: 0.0310941 | val_loss: 0.0311356 | Time: 2126.65 ms
[2022-02-12 22:49:00 main:574] : INFO : Epoch 1804 | loss: 0.0310915 | val_loss: 0.0311349 | Time: 2124.04 ms
[2022-02-12 22:49:02 main:574] : INFO : Epoch 1805 | loss: 0.0310887 | val_loss: 0.031133 | Time: 2132.11 ms
[2022-02-12 22:49:04 main:574] : INFO : Epoch 1806 | loss: 0.0310971 | val_loss: 0.0311442 | Time: 2127 ms
[2022-02-12 22:49:06 main:574] : INFO : Epoch 1807 | loss: 0.0311002 | val_loss: 0.0311397 | Time: 2108.05 ms
[2022-02-12 22:49:09 main:574] : INFO : Epoch 1808 | loss: 0.031095 | val_loss: 0.0311305 | Time: 2156.32 ms
[2022-02-12 22:49:11 main:574] : INFO : Epoch 1809 | loss: 0.0310941 | val_loss: 0.0311375 | Time: 2095.41 ms
[2022-02-12 22:49:13 main:574] : INFO : Epoch 1810 | loss: 0.0310893 | val_loss: 0.0311388 | Time: 2151.44 ms
[2022-02-12 22:49:15 main:574] : INFO : Epoch 1811 | loss: 0.0310864 | val_loss: 0.0311326 | Time: 2150.16 ms
[2022-02-12 22:49:17 main:574] : INFO : Epoch 1812 | loss: 0.0310847 | val_loss: 0.0311369 | Time: 2143.02 ms
[2022-02-12 22:49:19 main:574] : INFO : Epoch 1813 | loss: 0.0310832 | val_loss: 0.031135 | Time: 2177.88 ms
[2022-02-12 22:49:21 main:574] : INFO : Epoch 1814 | loss: 0.0310861 | val_loss: 0.0311442 | Time: 2103.41 ms
[2022-02-12 22:49:23 main:574] : INFO : Epoch 1815 | loss: 0.0310899 | val_loss: 0.0311355 | Time: 2103.66 ms
[2022-02-12 22:49:26 main:574] : INFO : Epoch 1816 | loss: 0.031092 | val_loss: 0.0311314 | Time: 2151.04 ms
[2022-02-12 22:49:28 main:574] : INFO : Epoch 1817 | loss: 0.0310988 | val_loss: 0.0311362 | Time: 2151.27 ms
[2022-02-12 22:49:30 main:574] : INFO : Epoch 1818 | loss: 0.0311104 | val_loss: 0.031131 | Time: 2139.5 ms
[2022-02-12 22:49:32 main:574] : INFO : Epoch 1819 | loss: 0.0311097 | val_loss: 0.0311319 | Time: 2116.51 ms
[2022-02-12 22:49:34 main:574] : INFO : Epoch 1820 | loss: 0.0311081 | val_loss: 0.0311308 | Time: 2106.38 ms
[2022-02-12 22:49:36 main:574] : INFO : Epoch 1821 | loss: 0.0311039 | val_loss: 0.0311293 | Time: 2023.3 ms
[2022-02-12 22:49:38 main:574] : INFO : Epoch 1822 | loss: 0.0311062 | val_loss: 0.0311249 | Time: 2021.05 ms
[2022-02-12 22:49:40 main:574] : INFO : Epoch 1823 | loss: 0.031107 | val_loss: 0.0311363 | Time: 2033.67 ms
[2022-02-12 22:49:42 main:574] : INFO : Epoch 1824 | loss: 0.0311039 | val_loss: 0.0311337 | Time: 2133.3 ms
[2022-02-12 22:49:45 main:574] : INFO : Epoch 1825 | loss: 0.0310985 | val_loss: 0.0311342 | Time: 2149.56 ms
[2022-02-12 22:49:47 main:574] : INFO : Epoch 1826 | loss: 0.0310972 | val_loss: 0.0311285 | Time: 2143.25 ms
[2022-02-12 22:49:49 main:574] : INFO : Epoch 1827 | loss: 0.0310935 | val_loss: 0.0311387 | Time: 2128.2 ms
[2022-02-12 22:49:51 main:574] : INFO : Epoch 1828 | loss: 0.0310995 | val_loss: 0.0311347 | Time: 2166.56 ms
[2022-02-12 22:49:53 main:574] : INFO : Epoch 1829 | loss: 0.0311055 | val_loss: 0.0311358 | Time: 2165.6 ms
[2022-02-12 22:49:55 main:574] : INFO : Epoch 1830 | loss: 0.0311008 | val_loss: 0.0311367 | Time: 2138.93 ms
[2022-02-12 22:49:58 main:574] : INFO : Epoch 1831 | loss: 0.0311036 | val_loss: 0.0311397 | Time: 2129.72 ms
[2022-02-12 22:50:00 main:574] : INFO : Epoch 1832 | loss: 0.0310968 | val_loss: 0.031132 | Time: 2096.1 ms
[2022-02-12 22:50:02 main:574] : INFO : Epoch 1833 | loss: 0.0310952 | val_loss: 0.0311413 | Time: 2122.89 ms
[2022-02-12 22:50:04 main:574] : INFO : Epoch 1834 | loss: 0.0310976 | val_loss: 0.031151 | Time: 2156.62 ms
[2022-02-12 22:50:06 main:574] : INFO : Epoch 1835 | loss: 0.0311179 | val_loss: 0.031142 | Time: 2163.64 ms
[2022-02-12 22:50:08 main:574] : INFO : Epoch 1836 | loss: 0.0311203 | val_loss: 0.0311368 | Time: 2120.14 ms
[2022-02-12 22:50:10 main:574] : INFO : Epoch 1837 | loss: 0.0311068 | val_loss: 0.0311315 | Time: 2132.45 ms
[2022-02-12 22:50:12 main:574] : INFO : Epoch 1838 | loss: 0.0311101 | val_loss: 0.0311355 | Time: 2102.24 ms
[2022-02-12 22:50:15 main:574] : INFO : Epoch 1839 | loss: 0.0311142 | val_loss: 0.0311421 | Time: 2111.32 ms
[2022-02-12 22:50:17 main:574] : INFO : Epoch 1840 | loss: 0.0311106 | val_loss: 0.031135 | Time: 2120.77 ms
[2022-02-12 22:50:19 main:574] : INFO : Epoch 1841 | loss: 0.0311043 | val_loss: 0.0311355 | Time: 2180.42 ms
[2022-02-12 22:50:21 main:574] : INFO : Epoch 1842 | loss: 0.0310994 | val_loss: 0.0311295 | Time: 2109.63 ms
[2022-02-12 22:50:23 main:574] : INFO : Epoch 1843 | loss: 0.031095 | val_loss: 0.0311281 | Time: 2122.62 ms
[2022-02-12 22:50:25 main:574] : INFO : Epoch 1844 | loss: 0.0310956 | val_loss: 0.0311294 | Time: 2120.7 ms
[2022-02-12 22:50:27 main:574] : INFO : Epoch 1845 | loss: 0.0310907 | val_loss: 0.0311363 | Time: 2152.82 ms
[2022-02-12 22:50:30 main:574] : INFO : Epoch 1846 | loss: 0.0310971 | val_loss: 0.0311335 | Time: 2138.19 ms
[2022-02-12 22:50:32 main:574] : INFO : Epoch 1847 | loss: 0.0310938 | val_loss: 0.0311338 | Time: 2085.46 ms
[2022-02-12 22:50:34 main:574] : INFO : Epoch 1848 | loss: 0.0310926 | val_loss: 0.0311314 | Time: 2173.54 ms
[2022-02-12 22:50:36 main:574] : INFO : Epoch 1849 | loss: 0.0310919 | val_loss: 0.0311324 | Time: 2080.97 ms
[2022-02-12 22:50:38 main:574] : INFO : Epoch 1850 | loss: 0.0310896 | val_loss: 0.0311345 | Time: 2057.47 ms
[2022-02-12 22:50:40 main:574] : INFO : Epoch 1851 | loss: 0.0310858 | val_loss: 0.031136 | Time: 2049.82 ms
[2022-02-12 22:50:42 main:574] : INFO : Epoch 1852 | loss: 0.0310893 | val_loss: 0.0311378 | Time: 2129.46 ms
[2022-02-12 22:50:44 main:574] : INFO : Epoch 1853 | loss: 0.0310886 | val_loss: 0.0311398 | Time: 2101.14 ms
[2022-02-12 22:50:46 main:574] : INFO : Epoch 1854 | loss: 0.0310881 | val_loss: 0.0311388 | Time: 2048.31 ms
[2022-02-12 22:50:48 main:574] : INFO : Epoch 1855 | loss: 0.0310868 | val_loss: 0.031128 | Time: 2084.39 ms
[2022-02-12 22:50:51 main:574] : INFO : Epoch 1856 | loss: 0.0310875 | val_loss: 0.0311362 | Time: 2094.16 ms
[2022-02-12 22:50:53 main:574] : INFO : Epoch 1857 | loss: 0.0310863 | val_loss: 0.0311441 | Time: 2070 ms
[2022-02-12 22:50:55 main:574] : INFO : Epoch 1858 | loss: 0.0310903 | val_loss: 0.0311301 | Time: 2009.09 ms
[2022-02-12 22:50:57 main:574] : INFO : Epoch 1859 | loss: 0.0310884 | val_loss: 0.0311302 | Time: 2060.08 ms
[2022-02-12 22:50:59 main:574] : INFO : Epoch 1860 | loss: 0.031084 | val_loss: 0.0311354 | Time: 2053.3 ms
[2022-02-12 22:51:01 main:574] : INFO : Epoch 1861 | loss: 0.0310854 | val_loss: 0.0311277 | Time: 2033.84 ms
[2022-02-12 22:51:03 main:574] : INFO : Epoch 1862 | loss: 0.0310877 | val_loss: 0.0311419 | Time: 2035.29 ms
[2022-02-12 22:51:05 main:574] : INFO : Epoch 1863 | loss: 0.0310866 | val_loss: 0.0311322 | Time: 2067.16 ms
[2022-02-12 22:51:07 main:574] : INFO : Epoch 1864 | loss: 0.0310877 | val_loss: 0.0311397 | Time: 2029.45 ms
[2022-02-12 22:51:09 main:574] : INFO : Epoch 1865 | loss: 0.0311152 | val_loss: 0.031135 | Time: 2043.21 ms
[2022-02-12 22:51:11 main:574] : INFO : Epoch 1866 | loss: 0.0311195 | val_loss: 0.0311404 | Time: 2027.73 ms
[2022-02-12 22:51:13 main:574] : INFO : Epoch 1867 | loss: 0.0311149 | val_loss: 0.031146 | Time: 2024.36 ms
[2022-02-12 22:51:15 main:574] : INFO : Epoch 1868 | loss: 0.0311105 | val_loss: 0.0311403 | Time: 2053.38 ms
[2022-02-12 22:51:17 main:574] : INFO : Epoch 1869 | loss: 0.0311087 | val_loss: 0.0311388 | Time: 2070.88 ms
[2022-02-12 22:51:19 main:574] : INFO : Epoch 1870 | loss: 0.0311132 | val_loss: 0.0311395 | Time: 2064.99 ms
[2022-02-12 22:51:21 main:574] : INFO : Epoch 1871 | loss: 0.0311049 | val_loss: 0.0311399 | Time: 2064.81 ms
[2022-02-12 22:51:23 main:574] : INFO : Epoch 1872 | loss: 0.0311045 | val_loss: 0.0311434 | Time: 2036.96 ms
[2022-02-12 22:51:25 main:574] : INFO : Epoch 1873 | loss: 0.0311037 | val_loss: 0.0311436 | Time: 2004.34 ms
[2022-02-12 22:51:27 main:574] : INFO : Epoch 1874 | loss: 0.0311046 | val_loss: 0.03114 | Time: 2044.27 ms
[2022-02-12 22:51:29 main:574] : INFO : Epoch 1875 | loss: 0.0311046 | val_loss: 0.0311314 | Time: 2036.56 ms
[2022-02-12 22:51:31 main:574] : INFO : Epoch 1876 | loss: 0.0311032 | val_loss: 0.0311382 | Time: 2002.93 ms
[2022-02-12 22:51:33 main:574] : INFO : Epoch 1877 | loss: 0.0311018 | val_loss: 0.0311372 | Time: 2031.41 ms
[2022-02-12 22:51:35 main:574] : INFO : Epoch 1878 | loss: 0.0310973 | val_loss: 0.0311375 | Time: 2019.37 ms
[2022-02-12 22:51:38 main:574] : INFO : Epoch 1879 | loss: 0.0310974 | val_loss: 0.0311356 | Time: 2055.58 ms
[2022-02-12 22:51:40 main:574] : INFO : Epoch 1880 | loss: 0.031093 | val_loss: 0.0311336 | Time: 2072.79 ms
[2022-02-12 22:51:42 main:574] : INFO : Epoch 1881 | loss: 0.0310937 | val_loss: 0.0311505 | Time: 2069.34 ms
[2022-02-12 22:51:44 main:574] : INFO : Epoch 1882 | loss: 0.0311062 | val_loss: 0.0311396 | Time: 2030.41 ms
[2022-02-12 22:51:46 main:574] : INFO : Epoch 1883 | loss: 0.0310985 | val_loss: 0.0311321 | Time: 2039.01 ms
[2022-02-12 22:51:48 main:574] : INFO : Epoch 1884 | loss: 0.0310957 | val_loss: 0.0311367 | Time: 2036.37 ms
[2022-02-12 22:51:50 main:574] : INFO : Epoch 1885 | loss: 0.031091 | val_loss: 0.0311349 | Time: 2059.83 ms
[2022-02-12 22:51:52 main:574] : INFO : Epoch 1886 | loss: 0.0310983 | val_loss: 0.0311331 | Time: 2016.09 ms
[2022-02-12 22:51:54 main:574] : INFO : Epoch 1887 | loss: 0.0311006 | val_loss: 0.0311356 | Time: 2042.89 ms
[2022-02-12 22:51:56 main:574] : INFO : Epoch 1888 | loss: 0.0311031 | val_loss: 0.0311332 | Time: 2031.44 ms
[2022-02-12 22:51:58 main:574] : INFO : Epoch 1889 | loss: 0.0311036 | val_loss: 0.0311326 | Time: 2035.73 ms
[2022-02-12 22:52:00 main:574] : INFO : Epoch 1890 | loss: 0.0311045 | val_loss: 0.0311303 | Time: 2049.63 ms
[2022-02-12 22:52:02 main:574] : INFO : Epoch 1891 | loss: 0.0310974 | val_loss: 0.0311333 | Time: 2045.82 ms
[2022-02-12 22:52:04 main:574] : INFO : Epoch 1892 | loss: 0.031097 | val_loss: 0.0311288 | Time: 2023.88 ms
[2022-02-12 22:52:06 main:574] : INFO : Epoch 1893 | loss: 0.0310966 | val_loss: 0.0311296 | Time: 2038.3 ms
[2022-02-12 22:52:08 main:574] : INFO : Epoch 1894 | loss: 0.0310939 | val_loss: 0.0311315 | Time: 2027.05 ms
[2022-02-12 22:52:10 main:574] : INFO : Epoch 1895 | loss: 0.0310977 | val_loss: 0.0311305 | Time: 2007.11 ms
[2022-02-12 22:52:12 main:574] : INFO : Epoch 1896 | loss: 0.0310995 | val_loss: 0.0311333 | Time: 2032.11 ms
[2022-02-12 22:52:14 main:574] : INFO : Epoch 1897 | loss: 0.0310948 | val_loss: 0.0311383 | Time: 2048.1 ms
[2022-02-12 22:52:16 main:574] : INFO : Epoch 1898 | loss: 0.0310975 | val_loss: 0.031133 | Time: 2138.32 ms
[2022-02-12 22:52:19 main:574] : INFO : Epoch 1899 | loss: 0.031097 | val_loss: 0.0311377 | Time: 2020.31 ms
[2022-02-12 22:52:21 main:574] : INFO : Epoch 1900 | loss: 0.0310931 | val_loss: 0.0311348 | Time: 2044.14 ms
[2022-02-12 22:52:23 main:574] : INFO : Epoch 1901 | loss: 0.031091 | val_loss: 0.0311343 | Time: 2019.64 ms
[2022-02-12 22:52:25 main:574] : INFO : Epoch 1902 | loss: 0.0310935 | val_loss: 0.0311283 | Time: 2063.03 ms
[2022-02-12 22:52:27 main:574] : INFO : Epoch 1903 | loss: 0.0310893 | val_loss: 0.0311403 | Time: 2022.02 ms
[2022-02-12 22:52:29 main:574] : INFO : Epoch 1904 | loss: 0.0310888 | val_loss: 0.0311457 | Time: 2060.75 ms
[2022-02-12 22:52:31 main:574] : INFO : Epoch 1905 | loss: 0.0310899 | val_loss: 0.0311341 | Time: 2027.04 ms
[2022-02-12 22:52:33 main:574] : INFO : Epoch 1906 | loss: 0.0310944 | val_loss: 0.031133 | Time: 2043.17 ms
[2022-02-12 22:52:35 main:574] : INFO : Epoch 1907 | loss: 0.0310951 | val_loss: 0.0311435 | Time: 2021.03 ms
[2022-02-12 22:52:37 main:574] : INFO : Epoch 1908 | loss: 0.0310912 | val_loss: 0.0311385 | Time: 2006.54 ms
[2022-02-12 22:52:39 main:574] : INFO : Epoch 1909 | loss: 0.0310882 | val_loss: 0.0311354 | Time: 2026.73 ms
[2022-02-12 22:52:41 main:574] : INFO : Epoch 1910 | loss: 0.0310883 | val_loss: 0.0311414 | Time: 2135.16 ms
[2022-02-12 22:52:43 main:574] : INFO : Epoch 1911 | loss: 0.03109 | val_loss: 0.0311352 | Time: 2115.73 ms
[2022-02-12 22:52:45 main:574] : INFO : Epoch 1912 | loss: 0.0310868 | val_loss: 0.031148 | Time: 2102.08 ms
[2022-02-12 22:52:47 main:574] : INFO : Epoch 1913 | loss: 0.0310864 | val_loss: 0.0311365 | Time: 2068.27 ms
[2022-02-12 22:52:50 main:574] : INFO : Epoch 1914 | loss: 0.0310868 | val_loss: 0.0311292 | Time: 2102.97 ms
[2022-02-12 22:52:52 main:574] : INFO : Epoch 1915 | loss: 0.0310882 | val_loss: 0.0311403 | Time: 2052.26 ms
[2022-02-12 22:52:54 main:574] : INFO : Epoch 1916 | loss: 0.0310955 | val_loss: 0.0311434 | Time: 2056.83 ms
[2022-02-12 22:52:56 main:574] : INFO : Epoch 1917 | loss: 0.0310968 | val_loss: 0.0311444 | Time: 2053.4 ms
[2022-02-12 22:52:58 main:574] : INFO : Epoch 1918 | loss: 0.031094 | val_loss: 0.0311347 | Time: 2119.74 ms
[2022-02-12 22:53:00 main:574] : INFO : Epoch 1919 | loss: 0.0310906 | val_loss: 0.0311373 | Time: 2056.01 ms
[2022-02-12 22:53:02 main:574] : INFO : Epoch 1920 | loss: 0.031092 | val_loss: 0.031137 | Time: 2148.47 ms
[2022-02-12 22:53:04 main:574] : INFO : Epoch 1921 | loss: 0.031092 | val_loss: 0.0311368 | Time: 2085.97 ms
[2022-02-12 22:53:06 main:574] : INFO : Epoch 1922 | loss: 0.0310967 | val_loss: 0.0311517 | Time: 2122.21 ms
[2022-02-12 22:53:08 main:574] : INFO : Epoch 1923 | loss: 0.0310919 | val_loss: 0.031136 | Time: 2096.4 ms
[2022-02-12 22:53:11 main:574] : INFO : Epoch 1924 | loss: 0.031097 | val_loss: 0.0311404 | Time: 2081.66 ms
[2022-02-12 22:53:13 main:574] : INFO : Epoch 1925 | loss: 0.0311088 | val_loss: 0.0311325 | Time: 2056.9 ms
[2022-02-12 22:53:15 main:574] : INFO : Epoch 1926 | loss: 0.0311012 | val_loss: 0.0311358 | Time: 2084.3 ms
[2022-02-12 22:53:17 main:574] : INFO : Epoch 1927 | loss: 0.031105 | val_loss: 0.0311489 | Time: 2064.5 ms
[2022-02-12 22:53:19 main:574] : INFO : Epoch 1928 | loss: 0.031105 | val_loss: 0.0311375 | Time: 2066.59 ms
[2022-02-12 22:53:21 main:574] : INFO : Epoch 1929 | loss: 0.0310934 | val_loss: 0.0311382 | Time: 1993.99 ms
[2022-02-12 22:53:23 main:574] : INFO : Epoch 1930 | loss: 0.0310915 | val_loss: 0.0311354 | Time: 2092.34 ms
[2022-02-12 22:53:25 main:574] : INFO : Epoch 1931 | loss: 0.0310886 | val_loss: 0.0311433 | Time: 2093.65 ms
[2022-02-12 22:53:27 main:574] : INFO : Epoch 1932 | loss: 0.0310912 | val_loss: 0.0311354 | Time: 2080.79 ms
[2022-02-12 22:53:29 main:574] : INFO : Epoch 1933 | loss: 0.0310929 | val_loss: 0.0311437 | Time: 2074.99 ms
[2022-02-12 22:53:31 main:574] : INFO : Epoch 1934 | loss: 0.0310903 | val_loss: 0.0311432 | Time: 2056.71 ms
[2022-02-12 22:53:33 main:574] : INFO : Epoch 1935 | loss: 0.0310882 | val_loss: 0.0311414 | Time: 2103.64 ms
[2022-02-12 22:53:36 main:574] : INFO : Epoch 1936 | loss: 0.0310911 | val_loss: 0.0311425 | Time: 2100.55 ms
[2022-02-12 22:53:38 main:574] : INFO : Epoch 1937 | loss: 0.0310899 | val_loss: 0.0311429 | Time: 2078.75 ms
[2022-02-12 22:53:40 main:574] : INFO : Epoch 1938 | loss: 0.0310884 | val_loss: 0.0311404 | Time: 2070.45 ms
[2022-02-12 22:53:42 main:574] : INFO : Epoch 1939 | loss: 0.0310885 | val_loss: 0.0311388 | Time: 2114.34 ms
[2022-02-12 22:53:44 main:574] : INFO : Epoch 1940 | loss: 0.0310866 | val_loss: 0.0311427 | Time: 2102.92 ms
[2022-02-12 22:53:46 main:574] : INFO : Epoch 1941 | loss: 0.0310862 | val_loss: 0.0311306 | Time: 2062.67 ms
[2022-02-12 22:53:48 main:574] : INFO : Epoch 1942 | loss: 0.0310868 | val_loss: 0.0311381 | Time: 2059.76 ms
[2022-02-12 22:53:50 main:574] : INFO : Epoch 1943 | loss: 0.0310864 | val_loss: 0.0311347 | Time: 2125.29 ms
[2022-02-12 22:53:52 main:574] : INFO : Epoch 1944 | loss: 0.0310945 | val_loss: 0.0311446 | Time: 2069 ms
[2022-02-12 22:53:54 main:574] : INFO : Epoch 1945 | loss: 0.0310852 | val_loss: 0.0311323 | Time: 2054.63 ms
[2022-02-12 22:53:56 main:574] : INFO : Epoch 1946 | loss: 0.0310873 | val_loss: 0.0311411 | Time: 2101.93 ms
[2022-02-12 22:53:59 main:574] : INFO : Epoch 1947 | loss: 0.0310853 | val_loss: 0.0311489 | Time: 2075.82 ms
[2022-02-12 22:54:01 main:574] : INFO : Epoch 1948 | loss: 0.031101 | val_loss: 0.0311363 | Time: 2118.38 ms
[2022-02-12 22:54:03 main:574] : INFO : Epoch 1949 | loss: 0.0310949 | val_loss: 0.031139 | Time: 2057.55 ms
[2022-02-12 22:54:05 main:574] : INFO : Epoch 1950 | loss: 0.0310959 | val_loss: 0.0311321 | Time: 2107.33 ms
[2022-02-12 22:54:07 main:574] : INFO : Epoch 1951 | loss: 0.0310972 | val_loss: 0.0311391 | Time: 2121.63 ms
[2022-02-12 22:54:09 main:574] : INFO : Epoch 1952 | loss: 0.031095 | val_loss: 0.0311381 | Time: 2078.33 ms
[2022-02-12 22:54:11 main:574] : INFO : Epoch 1953 | loss: 0.0310908 | val_loss: 0.0311333 | Time: 2102.01 ms
[2022-02-12 22:54:13 main:574] : INFO : Epoch 1954 | loss: 0.0310893 | val_loss: 0.0311375 | Time: 2040.32 ms
[2022-02-12 22:54:15 main:574] : INFO : Epoch 1955 | loss: 0.0311067 | val_loss: 0.0311469 | Time: 2073.13 ms
[2022-02-12 22:54:17 main:574] : INFO : Epoch 1956 | loss: 0.031108 | val_loss: 0.0311464 | Time: 2089.66 ms
[2022-02-12 22:54:19 main:574] : INFO : Epoch 1957 | loss: 0.0311062 | val_loss: 0.0311404 | Time: 2077.41 ms
[2022-02-12 22:54:22 main:574] : INFO : Epoch 1958 | loss: 0.0311056 | val_loss: 0.0311357 | Time: 2063.93 ms
[2022-02-12 22:54:24 main:574] : INFO : Epoch 1959 | loss: 0.0311085 | val_loss: 0.0311383 | Time: 2073.13 ms
[2022-02-12 22:54:26 main:574] : INFO : Epoch 1960 | loss: 0.031109 | val_loss: 0.0311409 | Time: 2101.43 ms
[2022-02-12 22:54:28 main:574] : INFO : Epoch 1961 | loss: 0.0311059 | val_loss: 0.0311323 | Time: 2116.79 ms
[2022-02-12 22:54:30 main:574] : INFO : Epoch 1962 | loss: 0.0311038 | val_loss: 0.0311466 | Time: 2100.96 ms
[2022-02-12 22:54:32 main:574] : INFO : Epoch 1963 | loss: 0.0311061 | val_loss: 0.0311324 | Time: 2101.16 ms
[2022-02-12 22:54:34 main:574] : INFO : Epoch 1964 | loss: 0.0311005 | val_loss: 0.031133 | Time: 2131.82 ms
[2022-02-12 22:54:36 main:574] : INFO : Epoch 1965 | loss: 0.0311032 | val_loss: 0.0311379 | Time: 2087.74 ms
[2022-02-12 22:54:38 main:574] : INFO : Epoch 1966 | loss: 0.0311047 | val_loss: 0.0311409 | Time: 2149.15 ms
[2022-02-12 22:54:41 main:574] : INFO : Epoch 1967 | loss: 0.0311045 | val_loss: 0.0311331 | Time: 2113.95 ms
[2022-02-12 22:54:43 main:574] : INFO : Epoch 1968 | loss: 0.0311049 | val_loss: 0.0311398 | Time: 2066.14 ms
[2022-02-12 22:54:45 main:574] : INFO : Epoch 1969 | loss: 0.031101 | val_loss: 0.0311345 | Time: 2096.17 ms
[2022-02-12 22:54:47 main:574] : INFO : Epoch 1970 | loss: 0.0310993 | val_loss: 0.0311303 | Time: 2176.09 ms
[2022-02-12 22:54:49 main:574] : INFO : Epoch 1971 | loss: 0.0310944 | val_loss: 0.0311357 | Time: 2046.07 ms
[2022-02-12 22:54:51 main:574] : INFO : Epoch 1972 | loss: 0.031097 | val_loss: 0.0311346 | Time: 2055.7 ms
[2022-02-12 22:54:53 main:574] : INFO : Epoch 1973 | loss: 0.0311013 | val_loss: 0.0311322 | Time: 2096.76 ms
[2022-02-12 22:54:55 main:574] : INFO : Epoch 1974 | loss: 0.0311096 | val_loss: 0.0311337 | Time: 2076.88 ms
[2022-02-12 22:54:57 main:574] : INFO : Epoch 1975 | loss: 0.0311098 | val_loss: 0.031136 | Time: 2088.76 ms
[2022-02-12 22:54:59 main:574] : INFO : Epoch 1976 | loss: 0.0311056 | val_loss: 0.0311413 | Time: 2095.56 ms
[2022-02-12 22:55:02 main:574] : INFO : Epoch 1977 | loss: 0.0311063 | val_loss: 0.0311355 | Time: 2142.48 ms
[2022-02-12 22:55:04 main:574] : INFO : Epoch 1978 | loss: 0.0311016 | val_loss: 0.0311296 | Time: 2114.15 ms
[2022-02-12 22:55:06 main:574] : INFO : Epoch 1979 | loss: 0.0311054 | val_loss: 0.0311287 | Time: 2102.26 ms
[2022-02-12 22:55:08 main:574] : INFO : Epoch 1980 | loss: 0.0311027 | val_loss: 0.0311275 | Time: 2108.08 ms
[2022-02-12 22:55:10 main:574] : INFO : Epoch 1981 | loss: 0.031108 | val_loss: 0.0311497 | Time: 2109.46 ms
[2022-02-12 22:55:12 main:574] : INFO : Epoch 1982 | loss: 0.0311039 | val_loss: 0.0311382 | Time: 2114.41 ms
[2022-02-12 22:55:14 main:574] : INFO : Epoch 1983 | loss: 0.0311044 | val_loss: 0.0311334 | Time: 2113.15 ms
[2022-02-12 22:55:16 main:574] : INFO : Epoch 1984 | loss: 0.0311003 | val_loss: 0.031136 | Time: 2083.3 ms
[2022-02-12 22:55:19 main:574] : INFO : Epoch 1985 | loss: 0.0310948 | val_loss: 0.0311352 | Time: 2189.99 ms
[2022-02-12 22:55:21 main:574] : INFO : Epoch 1986 | loss: 0.0310922 | val_loss: 0.0311351 | Time: 2097.77 ms
[2022-02-12 22:55:23 main:574] : INFO : Epoch 1987 | loss: 0.0310924 | val_loss: 0.0311345 | Time: 2141.84 ms
[2022-02-12 22:55:25 main:574] : INFO : Epoch 1988 | loss: 0.031093 | val_loss: 0.0311357 | Time: 2115.64 ms
[2022-02-12 22:55:27 main:574] : INFO : Epoch 1989 | loss: 0.0310941 | val_loss: 0.0311393 | Time: 2178.96 ms
[2022-02-12 22:55:29 main:574] : INFO : Epoch 1990 | loss: 0.0310913 | val_loss: 0.0311326 | Time: 2131.1 ms
[2022-02-12 22:55:31 main:574] : INFO : Epoch 1991 | loss: 0.0310982 | val_loss: 0.0311433 | Time: 2159.9 ms
[2022-02-12 22:55:34 main:574] : INFO : Epoch 1992 | loss: 0.0310979 | val_loss: 0.031143 | Time: 2221.31 ms
[2022-02-12 22:55:36 main:574] : INFO : Epoch 1993 | loss: 0.0310962 | val_loss: 0.0311478 | Time: 2158.09 ms
[2022-02-12 22:55:38 main:574] : INFO : Epoch 1994 | loss: 0.0310963 | val_loss: 0.0311414 | Time: 2117.97 ms
[2022-02-12 22:55:40 main:574] : INFO : Epoch 1995 | loss: 0.0310941 | val_loss: 0.0311379 | Time: 2129.63 ms
[2022-02-12 22:55:42 main:574] : INFO : Epoch 1996 | loss: 0.0310917 | val_loss: 0.0311447 | Time: 2126.85 ms
[2022-02-12 22:55:44 main:574] : INFO : Epoch 1997 | loss: 0.0310936 | val_loss: 0.0311361 | Time: 2137.38 ms
[2022-02-12 22:55:46 main:574] : INFO : Epoch 1998 | loss: 0.031093 | val_loss: 0.0311464 | Time: 2142.34 ms
[2022-02-12 22:55:49 main:574] : INFO : Epoch 1999 | loss: 0.031097 | val_loss: 0.0311429 | Time: 2134.04 ms
[2022-02-12 22:55:51 main:574] : INFO : Epoch 2000 | loss: 0.0310928 | val_loss: 0.0311348 | Time: 2110.91 ms
[2022-02-12 22:55:53 main:574] : INFO : Epoch 2001 | loss: 0.0310927 | val_loss: 0.0311352 | Time: 2144.03 ms
[2022-02-12 22:55:55 main:574] : INFO : Epoch 2002 | loss: 0.031089 | val_loss: 0.031136 | Time: 2151.61 ms
[2022-02-12 22:55:57 main:574] : INFO : Epoch 2003 | loss: 0.0310871 | val_loss: 0.0311364 | Time: 2145.6 ms
[2022-02-12 22:55:59 main:574] : INFO : Epoch 2004 | loss: 0.0310911 | val_loss: 0.0311329 | Time: 2133.55 ms
[2022-02-12 22:56:01 main:574] : INFO : Epoch 2005 | loss: 0.03109 | val_loss: 0.0311425 | Time: 2139.36 ms
[2022-02-12 22:56:04 main:574] : INFO : Epoch 2006 | loss: 0.0310869 | val_loss: 0.0311344 | Time: 2134.89 ms
[2022-02-12 22:56:06 main:574] : INFO : Epoch 2007 | loss: 0.0310887 | val_loss: 0.0311431 | Time: 2155.46 ms
[2022-02-12 22:56:08 main:574] : INFO : Epoch 2008 | loss: 0.0310861 | val_loss: 0.0311382 | Time: 2133.82 ms
[2022-02-12 22:56:10 main:574] : INFO : Epoch 2009 | loss: 0.0310844 | val_loss: 0.0311405 | Time: 2109.47 ms
[2022-02-12 22:56:12 main:574] : INFO : Epoch 2010 | loss: 0.0310887 | val_loss: 0.0311376 | Time: 2122.63 ms
[2022-02-12 22:56:14 main:574] : INFO : Epoch 2011 | loss: 0.0310924 | val_loss: 0.0311395 | Time: 2099.41 ms
[2022-02-12 22:56:16 main:574] : INFO : Epoch 2012 | loss: 0.0310894 | val_loss: 0.0311531 | Time: 2091.83 ms
[2022-02-12 22:56:18 main:574] : INFO : Epoch 2013 | loss: 0.0310884 | val_loss: 0.0311393 | Time: 2138.88 ms
[2022-02-12 22:56:21 main:574] : INFO : Epoch 2014 | loss: 0.0310899 | val_loss: 0.0311596 | Time: 2170.61 ms
[2022-02-12 22:56:23 main:574] : INFO : Epoch 2015 | loss: 0.0310894 | val_loss: 0.0311379 | Time: 2139.56 ms
[2022-02-12 22:56:25 main:574] : INFO : Epoch 2016 | loss: 0.0310886 | val_loss: 0.0311498 | Time: 2121.18 ms
[2022-02-12 22:56:27 main:574] : INFO : Epoch 2017 | loss: 0.0310897 | val_loss: 0.0311314 | Time: 2222.95 ms
[2022-02-12 22:56:29 main:574] : INFO : Epoch 2018 | loss: 0.0310891 | val_loss: 0.0311427 | Time: 2140.05 ms
[2022-02-12 22:56:32 main:574] : INFO : Epoch 2019 | loss: 0.0310859 | val_loss: 0.0311429 | Time: 2198.18 ms
[2022-02-12 22:56:34 main:574] : INFO : Epoch 2020 | loss: 0.031086 | val_loss: 0.0311373 | Time: 2139.96 ms
[2022-02-12 22:56:36 main:574] : INFO : Epoch 2021 | loss: 0.0310835 | val_loss: 0.0311352 | Time: 2113.5 ms
[2022-02-12 22:56:38 main:574] : INFO : Epoch 2022 | loss: 0.0310855 | val_loss: 0.0311494 | Time: 2136.58 ms
[2022-02-12 22:56:40 main:574] : INFO : Epoch 2023 | loss: 0.0310847 | val_loss: 0.0311442 | Time: 2086.72 ms
[2022-02-12 22:56:42 main:574] : INFO : Epoch 2024 | loss: 0.0310839 | val_loss: 0.03114 | Time: 2162.87 ms
[2022-02-12 22:56:44 main:574] : INFO : Epoch 2025 | loss: 0.0310814 | val_loss: 0.0311471 | Time: 2167.94 ms
[2022-02-12 22:56:46 main:574] : INFO : Epoch 2026 | loss: 0.0310839 | val_loss: 0.0311383 | Time: 2087.87 ms
[2022-02-12 22:56:49 main:574] : INFO : Epoch 2027 | loss: 0.031085 | val_loss: 0.0311436 | Time: 2107.78 ms
[2022-02-12 22:56:51 main:574] : INFO : Epoch 2028 | loss: 0.031091 | val_loss: 0.0311485 | Time: 2225.75 ms
[2022-02-12 22:56:53 main:574] : INFO : Epoch 2029 | loss: 0.0310928 | val_loss: 0.0311453 | Time: 2187.98 ms
[2022-02-12 22:56:55 main:574] : INFO : Epoch 2030 | loss: 0.0310969 | val_loss: 0.0311416 | Time: 2134.68 ms
[2022-02-12 22:56:57 main:574] : INFO : Epoch 2031 | loss: 0.0310973 | val_loss: 0.0311404 | Time: 2115.43 ms
[2022-02-12 22:56:59 main:574] : INFO : Epoch 2032 | loss: 0.0311105 | val_loss: 0.031135 | Time: 2135.27 ms
[2022-02-12 22:57:02 main:574] : INFO : Epoch 2033 | loss: 0.0311148 | val_loss: 0.0311426 | Time: 2098.32 ms
[2022-02-12 22:57:04 main:574] : INFO : Epoch 2034 | loss: 0.0311118 | val_loss: 0.0311367 | Time: 2097.56 ms
[2022-02-12 22:57:06 main:574] : INFO : Epoch 2035 | loss: 0.0311049 | val_loss: 0.0311351 | Time: 2086.67 ms
[2022-02-12 22:57:08 main:574] : INFO : Epoch 2036 | loss: 0.0311058 | val_loss: 0.0311484 | Time: 2129.86 ms
[2022-02-12 22:57:10 main:574] : INFO : Epoch 2037 | loss: 0.0310994 | val_loss: 0.0311398 | Time: 2137.84 ms
[2022-02-12 22:57:12 main:574] : INFO : Epoch 2038 | loss: 0.031098 | val_loss: 0.031149 | Time: 2118.91 ms
[2022-02-12 22:57:14 main:574] : INFO : Epoch 2039 | loss: 0.0310975 | val_loss: 0.0311431 | Time: 2143.59 ms
[2022-02-12 22:57:16 main:574] : INFO : Epoch 2040 | loss: 0.0310926 | val_loss: 0.0311405 | Time: 2121.78 ms
[2022-02-12 22:57:19 main:574] : INFO : Epoch 2041 | loss: 0.031097 | val_loss: 0.031141 | Time: 2119.37 ms
[2022-02-12 22:57:21 main:574] : INFO : Epoch 2042 | loss: 0.0310943 | val_loss: 0.0311409 | Time: 2194.76 ms
[2022-02-12 22:57:23 main:574] : INFO : Epoch 2043 | loss: 0.0310935 | val_loss: 0.0311321 | Time: 2114.31 ms
[2022-02-12 22:57:25 main:574] : INFO : Epoch 2044 | loss: 0.0310907 | val_loss: 0.031141 | Time: 2048.35 ms
[2022-02-12 22:57:27 main:574] : INFO : Epoch 2045 | loss: 0.0310928 | val_loss: 0.0311375 | Time: 2059.95 ms
[2022-02-12 22:57:29 main:574] : INFO : Epoch 2046 | loss: 0.0310915 | val_loss: 0.0311348 | Time: 2063.96 ms
[2022-02-12 22:57:31 main:574] : INFO : Epoch 2047 | loss: 0.0310906 | val_loss: 0.0311371 | Time: 2129.89 ms
[2022-02-12 22:57:33 main:574] : INFO : Epoch 2048 | loss: 0.0310879 | val_loss: 0.0311371 | Time: 2092.48 ms
[2022-02-12 22:57:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311371
[2022-02-12 22:57:33 main:603] : INFO : Saving end state to config to file
[2022-02-12 22:57:33 main:608] : INFO : Success, exiting..
22:57:33 (2172): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)