Task 8879210
| Name | ParityModified-1636180113-15580-1_0 |
| Workunit | 6344638 |
| Created | 11 Nov 2021, 17:56:20 UTC |
| Sent | 19 Nov 2021, 4:40:55 UTC |
| Report deadline | 26 Nov 2021, 4:40:55 UTC |
| Received | 19 Nov 2021, 8:04:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16550 |
| Run time | 1 hours 4 min 51 sec |
| CPU time | 1 hours 4 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310963 | val_loss: 0.0312372 | Time: 1896.14 ms
[2021-11-19 07:47:59 main:581] : INFO : Epoch 1539 | loss: 0.0311012 | val_loss: 0.0312383 | Time: 1867.1 ms
[2021-11-19 07:48:01 main:581] : INFO : Epoch 1540 | loss: 0.0311008 | val_loss: 0.0312239 | Time: 1875.55 ms
[2021-11-19 07:48:03 main:581] : INFO : Epoch 1541 | loss: 0.0310986 | val_loss: 0.0312375 | Time: 1859.91 ms
[2021-11-19 07:48:05 main:581] : INFO : Epoch 1542 | loss: 0.0310979 | val_loss: 0.0312398 | Time: 1906.8 ms
[2021-11-19 07:48:06 main:581] : INFO : Epoch 1543 | loss: 0.0310987 | val_loss: 0.0312379 | Time: 1889.98 ms
[2021-11-19 07:48:08 main:581] : INFO : Epoch 1544 | loss: 0.0311009 | val_loss: 0.0312558 | Time: 1865.25 ms
[2021-11-19 07:48:10 main:581] : INFO : Epoch 1545 | loss: 0.0311015 | val_loss: 0.0312422 | Time: 1868.2 ms
[2021-11-19 07:48:12 main:581] : INFO : Epoch 1546 | loss: 0.0310954 | val_loss: 0.0312406 | Time: 1866.99 ms
[2021-11-19 07:48:14 main:581] : INFO : Epoch 1547 | loss: 0.0310992 | val_loss: 0.031249 | Time: 1888.74 ms
[2021-11-19 07:48:16 main:581] : INFO : Epoch 1548 | loss: 0.0311013 | val_loss: 0.0312483 | Time: 1915.4 ms
[2021-11-19 07:48:18 main:581] : INFO : Epoch 1549 | loss: 0.0310965 | val_loss: 0.0312404 | Time: 1907.04 ms
[2021-11-19 07:48:20 main:581] : INFO : Epoch 1550 | loss: 0.0310991 | val_loss: 0.0312503 | Time: 1877.46 ms
[2021-11-19 07:48:22 main:581] : INFO : Epoch 1551 | loss: 0.0310985 | val_loss: 0.0312424 | Time: 1894.37 ms
[2021-11-19 07:48:23 main:581] : INFO : Epoch 1552 | loss: 0.0311013 | val_loss: 0.0312409 | Time: 1882.82 ms
[2021-11-19 07:48:25 main:581] : INFO : Epoch 1553 | loss: 0.0311003 | val_loss: 0.0312352 | Time: 1880.65 ms
[2021-11-19 07:48:27 main:581] : INFO : Epoch 1554 | loss: 0.0311051 | val_loss: 0.0312306 | Time: 1881.24 ms
[2021-11-19 07:48:29 main:581] : INFO : Epoch 1555 | loss: 0.0311 | val_loss: 0.0312498 | Time: 1861.2 ms
[2021-11-19 07:48:31 main:581] : INFO : Epoch 1556 | loss: 0.0311023 | val_loss: 0.0312371 | Time: 1860.42 ms
[2021-11-19 07:48:33 main:581] : INFO : Epoch 1557 | loss: 0.0310967 | val_loss: 0.0312357 | Time: 1888.82 ms
[2021-11-19 07:48:35 main:581] : INFO : Epoch 1558 | loss: 0.0310938 | val_loss: 0.0312514 | Time: 1878.58 ms
[2021-11-19 07:48:37 main:581] : INFO : Epoch 1559 | loss: 0.0310999 | val_loss: 0.0312345 | Time: 1887.71 ms
[2021-11-19 07:48:38 main:581] : INFO : Epoch 1560 | loss: 0.0310983 | val_loss: 0.0312517 | Time: 1876.21 ms
[2021-11-19 07:48:40 main:581] : INFO : Epoch 1561 | loss: 0.0311018 | val_loss: 0.0312411 | Time: 1861.31 ms
[2021-11-19 07:48:42 main:581] : INFO : Epoch 1562 | loss: 0.031098 | val_loss: 0.0312446 | Time: 1920.2 ms
[2021-11-19 07:48:44 main:581] : INFO : Epoch 1563 | loss: 0.0310952 | val_loss: 0.0312447 | Time: 1886.21 ms
[2021-11-19 07:48:46 main:581] : INFO : Epoch 1564 | loss: 0.0310927 | val_loss: 0.0312445 | Time: 1923.97 ms
[2021-11-19 07:48:48 main:581] : INFO : Epoch 1565 | loss: 0.0310923 | val_loss: 0.0312512 | Time: 1899.75 ms
[2021-11-19 07:48:50 main:581] : INFO : Epoch 1566 | loss: 0.0310965 | val_loss: 0.031248 | Time: 1887.08 ms
[2021-11-19 07:48:52 main:581] : INFO : Epoch 1567 | loss: 0.0311034 | val_loss: 0.0312397 | Time: 1943.56 ms
[2021-11-19 07:48:54 main:581] : INFO : Epoch 1568 | loss: 0.031096 | val_loss: 0.0312414 | Time: 1893.43 ms
[2021-11-19 07:48:56 main:581] : INFO : Epoch 1569 | loss: 0.0310961 | val_loss: 0.0312536 | Time: 1901.95 ms
[2021-11-19 07:48:57 main:581] : INFO : Epoch 1570 | loss: 0.0310956 | val_loss: 0.0312371 | Time: 1928.12 ms
[2021-11-19 07:48:59 main:581] : INFO : Epoch 1571 | loss: 0.0310974 | val_loss: 0.0312424 | Time: 1878.07 ms
[2021-11-19 07:49:01 main:581] : INFO : Epoch 1572 | loss: 0.0310982 | val_loss: 0.0312372 | Time: 1876.4 ms
[2021-11-19 07:49:03 main:581] : INFO : Epoch 1573 | loss: 0.0310983 | val_loss: 0.0312716 | Time: 1891.35 ms
[2021-11-19 07:49:05 main:581] : INFO : Epoch 1574 | loss: 0.0310971 | val_loss: 0.0312416 | Time: 1917.75 ms
[2021-11-19 07:49:07 main:581] : INFO : Epoch 1575 | loss: 0.031096 | val_loss: 0.0312433 | Time: 1879.39 ms
[2021-11-19 07:49:09 main:581] : INFO : Epoch 1576 | loss: 0.0310946 | val_loss: 0.0312479 | Time: 1885.59 ms
[2021-11-19 07:49:11 main:581] : INFO : Epoch 1577 | loss: 0.0310934 | val_loss: 0.0312396 | Time: 1884.66 ms
[2021-11-19 07:49:13 main:581] : INFO : Epoch 1578 | loss: 0.0311042 | val_loss: 0.0312275 | Time: 1896.23 ms
[2021-11-19 07:49:14 main:581] : INFO : Epoch 1579 | loss: 0.0311029 | val_loss: 0.031237 | Time: 1874.42 ms
[2021-11-19 07:49:16 main:581] : INFO : Epoch 1580 | loss: 0.0310953 | val_loss: 0.0312535 | Time: 1878.15 ms
[2021-11-19 07:49:18 main:581] : INFO : Epoch 1581 | loss: 0.0310911 | val_loss: 0.0312485 | Time: 1882.1 ms
[2021-11-19 07:49:20 main:581] : INFO : Epoch 1582 | loss: 0.0310899 | val_loss: 0.0312576 | Time: 1917.05 ms
[2021-11-19 07:49:22 main:581] : INFO : Epoch 1583 | loss: 0.0310926 | val_loss: 0.0312399 | Time: 1906.77 ms
[2021-11-19 07:49:24 main:581] : INFO : Epoch 1584 | loss: 0.031091 | val_loss: 0.0312422 | Time: 1918.13 ms
[2021-11-19 07:49:26 main:581] : INFO : Epoch 1585 | loss: 0.0310975 | val_loss: 0.0312512 | Time: 1917.58 ms
[2021-11-19 07:49:28 main:581] : INFO : Epoch 1586 | loss: 0.0310942 | val_loss: 0.0312715 | Time: 1892.8 ms
[2021-11-19 07:49:30 main:581] : INFO : Epoch 1587 | loss: 0.0310977 | val_loss: 0.0312417 | Time: 1885.86 ms
[2021-11-19 07:49:32 main:581] : INFO : Epoch 1588 | loss: 0.0311002 | val_loss: 0.0312333 | Time: 1911.63 ms
[2021-11-19 07:49:33 main:581] : INFO : Epoch 1589 | loss: 0.0310993 | val_loss: 0.0312439 | Time: 1913.68 ms
[2021-11-19 07:49:35 main:581] : INFO : Epoch 1590 | loss: 0.0310967 | val_loss: 0.0312516 | Time: 1892.98 ms
[2021-11-19 07:49:37 main:581] : INFO : Epoch 1591 | loss: 0.031099 | val_loss: 0.0312367 | Time: 1921.29 ms
[2021-11-19 07:49:39 main:581] : INFO : Epoch 1592 | loss: 0.0310963 | val_loss: 0.0312563 | Time: 1893.81 ms
[2021-11-19 07:49:41 main:581] : INFO : Epoch 1593 | loss: 0.0310909 | val_loss: 0.0312408 | Time: 1878.05 ms
[2021-11-19 07:49:43 main:581] : INFO : Epoch 1594 | loss: 0.0310899 | val_loss: 0.0312617 | Time: 1878.81 ms
[2021-11-19 07:49:45 main:581] : INFO : Epoch 1595 | loss: 0.031093 | val_loss: 0.031254 | Time: 1892.47 ms
[2021-11-19 07:49:47 main:581] : INFO : Epoch 1596 | loss: 0.031103 | val_loss: 0.0312357 | Time: 1889.88 ms
[2021-11-19 07:49:49 main:581] : INFO : Epoch 1597 | loss: 0.031112 | val_loss: 0.0312387 | Time: 1877.67 ms
[2021-11-19 07:49:50 main:581] : INFO : Epoch 1598 | loss: 0.0311024 | val_loss: 0.0312396 | Time: 1880.95 ms
[2021-11-19 07:49:52 main:581] : INFO : Epoch 1599 | loss: 0.0311 | val_loss: 0.031251 | Time: 1912.57 ms
[2021-11-19 07:49:54 main:581] : INFO : Epoch 1600 | loss: 0.0310929 | val_loss: 0.0312505 | Time: 1896.4 ms
[2021-11-19 07:49:56 main:581] : INFO : Epoch 1601 | loss: 0.0310994 | val_loss: 0.0312563 | Time: 1878.56 ms
[2021-11-19 07:49:58 main:581] : INFO : Epoch 1602 | loss: 0.0311022 | val_loss: 0.0312349 | Time: 1870.82 ms
[2021-11-19 07:50:00 main:581] : INFO : Epoch 1603 | loss: 0.0311029 | val_loss: 0.0312448 | Time: 1880.04 ms
[2021-11-19 07:50:02 main:581] : INFO : Epoch 1604 | loss: 0.0311141 | val_loss: 0.0312319 | Time: 1881.26 ms
[2021-11-19 07:50:04 main:581] : INFO : Epoch 1605 | loss: 0.0311098 | val_loss: 0.0312265 | Time: 1859.78 ms
[2021-11-19 07:50:06 main:581] : INFO : Epoch 1606 | loss: 0.031111 | val_loss: 0.0312333 | Time: 1889.77 ms
[2021-11-19 07:50:07 main:581] : INFO : Epoch 1607 | loss: 0.031097 | val_loss: 0.0312385 | Time: 1860.85 ms
[2021-11-19 07:50:09 main:581] : INFO : Epoch 1608 | loss: 0.031092 | val_loss: 0.0312618 | Time: 1860.75 ms
[2021-11-19 07:50:11 main:581] : INFO : Epoch 1609 | loss: 0.0310873 | val_loss: 0.0312442 | Time: 1887.3 ms
[2021-11-19 07:50:13 main:581] : INFO : Epoch 1610 | loss: 0.031087 | val_loss: 0.0312412 | Time: 1871.48 ms
[2021-11-19 07:50:15 main:581] : INFO : Epoch 1611 | loss: 0.0310875 | val_loss: 0.0312438 | Time: 1875.52 ms
[2021-11-19 07:50:17 main:581] : INFO : Epoch 1612 | loss: 0.0310924 | val_loss: 0.031236 | Time: 1869.8 ms
[2021-11-19 07:50:19 main:581] : INFO : Epoch 1613 | loss: 0.031092 | val_loss: 0.0312488 | Time: 1869.86 ms
[2021-11-19 07:50:21 main:581] : INFO : Epoch 1614 | loss: 0.0310928 | val_loss: 0.0312446 | Time: 1865.91 ms
[2021-11-19 07:50:22 main:581] : INFO : Epoch 1615 | loss: 0.0311051 | val_loss: 0.03124 | Time: 1858.9 ms
[2021-11-19 07:50:24 main:581] : INFO : Epoch 1616 | loss: 0.0310987 | val_loss: 0.0312293 | Time: 1870.14 ms
[2021-11-19 07:50:26 main:581] : INFO : Epoch 1617 | loss: 0.0311005 | val_loss: 0.0312352 | Time: 1887.53 ms
[2021-11-19 07:50:28 main:581] : INFO : Epoch 1618 | loss: 0.0310963 | val_loss: 0.031246 | Time: 1867.79 ms
[2021-11-19 07:50:30 main:581] : INFO : Epoch 1619 | loss: 0.0310977 | val_loss: 0.0312455 | Time: 1858.72 ms
[2021-11-19 07:50:32 main:581] : INFO : Epoch 1620 | loss: 0.0310948 | val_loss: 0.0312359 | Time: 1868.76 ms
[2021-11-19 07:50:34 main:581] : INFO : Epoch 1621 | loss: 0.0310947 | val_loss: 0.0312369 | Time: 1870.24 ms
[2021-11-19 07:50:35 main:581] : INFO : Epoch 1622 | loss: 0.0310929 | val_loss: 0.0312345 | Time: 1872.47 ms
[2021-11-19 07:50:37 main:581] : INFO : Epoch 1623 | loss: 0.0310944 | val_loss: 0.0312322 | Time: 1878.17 ms
[2021-11-19 07:50:39 main:581] : INFO : Epoch 1624 | loss: 0.0311029 | val_loss: 0.0312275 | Time: 1863.43 ms
[2021-11-19 07:50:41 main:581] : INFO : Epoch 1625 | loss: 0.0311052 | val_loss: 0.0312366 | Time: 1883.38 ms
[2021-11-19 07:50:43 main:581] : INFO : Epoch 1626 | loss: 0.0311026 | val_loss: 0.0312223 | Time: 1884.52 ms
[2021-11-19 07:50:45 main:581] : INFO : Epoch 1627 | loss: 0.0311283 | val_loss: 0.0312246 | Time: 1878.48 ms
[2021-11-19 07:50:47 main:581] : INFO : Epoch 1628 | loss: 0.0311126 | val_loss: 0.0312294 | Time: 1902.86 ms
[2021-11-19 07:50:49 main:581] : INFO : Epoch 1629 | loss: 0.0311047 | val_loss: 0.0312506 | Time: 1889.16 ms
[2021-11-19 07:50:51 main:581] : INFO : Epoch 1630 | loss: 0.0311007 | val_loss: 0.0312427 | Time: 1951.79 ms
[2021-11-19 07:50:53 main:581] : INFO : Epoch 1631 | loss: 0.0310972 | val_loss: 0.0312261 | Time: 1912.28 ms
[2021-11-19 07:50:54 main:581] : INFO : Epoch 1632 | loss: 0.031093 | val_loss: 0.0312619 | Time: 1882.03 ms
[2021-11-19 07:50:56 main:581] : INFO : Epoch 1633 | loss: 0.0311019 | val_loss: 0.031218 | Time: 1878.32 ms
[2021-11-19 07:50:58 main:581] : INFO : Epoch 1634 | loss: 0.031101 | val_loss: 0.0312268 | Time: 1906.85 ms
[2021-11-19 07:51:00 main:581] : INFO : Epoch 1635 | loss: 0.0310943 | val_loss: 0.0312403 | Time: 1890.58 ms
[2021-11-19 07:51:02 main:581] : INFO : Epoch 1636 | loss: 0.0310909 | val_loss: 0.0312667 | Time: 1880.67 ms
[2021-11-19 07:51:04 main:581] : INFO : Epoch 1637 | loss: 0.0310981 | val_loss: 0.0312244 | Time: 1887.66 ms
[2021-11-19 07:51:06 main:581] : INFO : Epoch 1638 | loss: 0.0311018 | val_loss: 0.0312534 | Time: 1910.56 ms
[2021-11-19 07:51:08 main:581] : INFO : Epoch 1639 | loss: 0.0310999 | val_loss: 0.0312195 | Time: 1874.06 ms
[2021-11-19 07:51:09 main:581] : INFO : Epoch 1640 | loss: 0.0311013 | val_loss: 0.0312471 | Time: 1855.57 ms
[2021-11-19 07:51:11 main:581] : INFO : Epoch 1641 | loss: 0.0310946 | val_loss: 0.0312376 | Time: 1869.89 ms
[2021-11-19 07:51:13 main:581] : INFO : Epoch 1642 | loss: 0.0310977 | val_loss: 0.031235 | Time: 1867.19 ms
[2021-11-19 07:51:15 main:581] : INFO : Epoch 1643 | loss: 0.0311029 | val_loss: 0.0312443 | Time: 1879.05 ms
[2021-11-19 07:51:17 main:581] : INFO : Epoch 1644 | loss: 0.0311006 | val_loss: 0.0312323 | Time: 1883.87 ms
[2021-11-19 07:51:19 main:581] : INFO : Epoch 1645 | loss: 0.0310929 | val_loss: 0.0312491 | Time: 1862.18 ms
[2021-11-19 07:51:21 main:581] : INFO : Epoch 1646 | loss: 0.0310954 | val_loss: 0.0312316 | Time: 1881.46 ms
[2021-11-19 07:51:23 main:581] : INFO : Epoch 1647 | loss: 0.0310999 | val_loss: 0.0312496 | Time: 1895.94 ms
[2021-11-19 07:51:24 main:581] : INFO : Epoch 1648 | loss: 0.0311056 | val_loss: 0.0312309 | Time: 1858.57 ms
[2021-11-19 07:51:26 main:581] : INFO : Epoch 1649 | loss: 0.0311098 | val_loss: 0.0312368 | Time: 1873.18 ms
[2021-11-19 07:51:28 main:581] : INFO : Epoch 1650 | loss: 0.0310968 | val_loss: 0.0312362 | Time: 1877.26 ms
[2021-11-19 07:51:30 main:581] : INFO : Epoch 1651 | loss: 0.0310928 | val_loss: 0.031257 | Time: 1857.86 ms
[2021-11-19 07:51:32 main:581] : INFO : Epoch 1652 | loss: 0.0310897 | val_loss: 0.0312487 | Time: 1902.5 ms
[2021-11-19 07:51:34 main:581] : INFO : Epoch 1653 | loss: 0.0310925 | val_loss: 0.0312365 | Time: 1872.17 ms
[2021-11-19 07:51:36 main:581] : INFO : Epoch 1654 | loss: 0.0310872 | val_loss: 0.0312334 | Time: 1876.17 ms
[2021-11-19 07:51:38 main:581] : INFO : Epoch 1655 | loss: 0.0310896 | val_loss: 0.0312438 | Time: 1879.39 ms
[2021-11-19 07:51:39 main:581] : INFO : Epoch 1656 | loss: 0.0310874 | val_loss: 0.031254 | Time: 1864.78 ms
[2021-11-19 07:51:41 main:581] : INFO : Epoch 1657 | loss: 0.0310951 | val_loss: 0.0312296 | Time: 1878.97 ms
[2021-11-19 07:51:43 main:581] : INFO : Epoch 1658 | loss: 0.0310982 | val_loss: 0.0312546 | Time: 1879.4 ms
[2021-11-19 07:51:45 main:581] : INFO : Epoch 1659 | loss: 0.0310964 | val_loss: 0.0312476 | Time: 1886.39 ms
[2021-11-19 07:51:47 main:581] : INFO : Epoch 1660 | loss: 0.0310953 | val_loss: 0.0312418 | Time: 1885.71 ms
[2021-11-19 07:51:49 main:581] : INFO : Epoch 1661 | loss: 0.031093 | val_loss: 0.0312565 | Time: 1873.22 ms
[2021-11-19 07:51:51 main:581] : INFO : Epoch 1662 | loss: 0.0310978 | val_loss: 0.0312409 | Time: 1867.99 ms
[2021-11-19 07:51:53 main:581] : INFO : Epoch 1663 | loss: 0.0310903 | val_loss: 0.0312515 | Time: 1898.18 ms
[2021-11-19 07:51:55 main:581] : INFO : Epoch 1664 | loss: 0.0310926 | val_loss: 0.0312334 | Time: 1884.77 ms
[2021-11-19 07:51:56 main:581] : INFO : Epoch 1665 | loss: 0.0310938 | val_loss: 0.0312518 | Time: 1904.16 ms
[2021-11-19 07:51:58 main:581] : INFO : Epoch 1666 | loss: 0.0310956 | val_loss: 0.0312397 | Time: 1892.92 ms
[2021-11-19 07:52:00 main:581] : INFO : Epoch 1667 | loss: 0.0310971 | val_loss: 0.031258 | Time: 1857.95 ms
[2021-11-19 07:52:02 main:581] : INFO : Epoch 1668 | loss: 0.0310922 | val_loss: 0.0312446 | Time: 1874.69 ms
[2021-11-19 07:52:04 main:581] : INFO : Epoch 1669 | loss: 0.0310865 | val_loss: 0.0312653 | Time: 1897.36 ms
[2021-11-19 07:52:06 main:581] : INFO : Epoch 1670 | loss: 0.0310862 | val_loss: 0.0312403 | Time: 1891.57 ms
[2021-11-19 07:52:08 main:581] : INFO : Epoch 1671 | loss: 0.0310926 | val_loss: 0.0312508 | Time: 1875.76 ms
[2021-11-19 07:52:10 main:581] : INFO : Epoch 1672 | loss: 0.031108 | val_loss: 0.0312441 | Time: 1866.96 ms
[2021-11-19 07:52:11 main:581] : INFO : Epoch 1673 | loss: 0.0311044 | val_loss: 0.0312365 | Time: 1871.28 ms
[2021-11-19 07:52:13 main:581] : INFO : Epoch 1674 | loss: 0.0310941 | val_loss: 0.0312428 | Time: 1870.13 ms
[2021-11-19 07:52:15 main:581] : INFO : Epoch 1675 | loss: 0.0310867 | val_loss: 0.0312541 | Time: 1912.81 ms
[2021-11-19 07:52:17 main:581] : INFO : Epoch 1676 | loss: 0.0310922 | val_loss: 0.0312522 | Time: 1903.57 ms
[2021-11-19 07:52:19 main:581] : INFO : Epoch 1677 | loss: 0.0310878 | val_loss: 0.0312654 | Time: 1883.16 ms
[2021-11-19 07:52:21 main:581] : INFO : Epoch 1678 | loss: 0.0310848 | val_loss: 0.0312532 | Time: 1879.84 ms
[2021-11-19 07:52:23 main:581] : INFO : Epoch 1679 | loss: 0.0310874 | val_loss: 0.0312631 | Time: 1877.65 ms
[2021-11-19 07:52:25 main:581] : INFO : Epoch 1680 | loss: 0.0310927 | val_loss: 0.0312258 | Time: 1890.48 ms
[2021-11-19 07:52:27 main:581] : INFO : Epoch 1681 | loss: 0.0310904 | val_loss: 0.0312413 | Time: 1881.42 ms
[2021-11-19 07:52:28 main:581] : INFO : Epoch 1682 | loss: 0.0310858 | val_loss: 0.0312453 | Time: 1898.4 ms
[2021-11-19 07:52:30 main:581] : INFO : Epoch 1683 | loss: 0.0310861 | val_loss: 0.0312505 | Time: 1875.01 ms
[2021-11-19 07:52:32 main:581] : INFO : Epoch 1684 | loss: 0.0310881 | val_loss: 0.0312548 | Time: 1887.94 ms
[2021-11-19 07:52:34 main:581] : INFO : Epoch 1685 | loss: 0.0310846 | val_loss: 0.0312606 | Time: 1881.1 ms
[2021-11-19 07:52:36 main:581] : INFO : Epoch 1686 | loss: 0.0310875 | val_loss: 0.0312637 | Time: 1868.91 ms
[2021-11-19 07:52:38 main:581] : INFO : Epoch 1687 | loss: 0.0310944 | val_loss: 0.0312626 | Time: 1918.66 ms
[2021-11-19 07:52:40 main:581] : INFO : Epoch 1688 | loss: 0.0310952 | val_loss: 0.0312419 | Time: 1890.6 ms
[2021-11-19 07:52:42 main:581] : INFO : Epoch 1689 | loss: 0.0310889 | val_loss: 0.0312517 | Time: 1865.36 ms
[2021-11-19 07:52:44 main:581] : INFO : Epoch 1690 | loss: 0.0310946 | val_loss: 0.0312447 | Time: 1883.13 ms
[2021-11-19 07:52:45 main:581] : INFO : Epoch 1691 | loss: 0.031092 | val_loss: 0.0312575 | Time: 1863.26 ms
[2021-11-19 07:52:47 main:581] : INFO : Epoch 1692 | loss: 0.0310915 | val_loss: 0.0312426 | Time: 1866.13 ms
[2021-11-19 07:52:49 main:581] : INFO : Epoch 1693 | loss: 0.0310942 | val_loss: 0.0312646 | Time: 1912.77 ms
[2021-11-19 07:52:51 main:581] : INFO : Epoch 1694 | loss: 0.0311004 | val_loss: 0.031235 | Time: 1878.11 ms
[2021-11-19 07:52:53 main:581] : INFO : Epoch 1695 | loss: 0.031097 | val_loss: 0.0312442 | Time: 1899.01 ms
[2021-11-19 07:52:55 main:581] : INFO : Epoch 1696 | loss: 0.0310869 | val_loss: 0.0312484 | Time: 1867.86 ms
[2021-11-19 07:52:57 main:581] : INFO : Epoch 1697 | loss: 0.0310935 | val_loss: 0.0312498 | Time: 1875.64 ms
[2021-11-19 07:52:59 main:581] : INFO : Epoch 1698 | loss: 0.0310919 | val_loss: 0.0312441 | Time: 1879.95 ms
[2021-11-19 07:53:00 main:581] : INFO : Epoch 1699 | loss: 0.0310939 | val_loss: 0.0312538 | Time: 1862.33 ms
[2021-11-19 07:53:02 main:581] : INFO : Epoch 1700 | loss: 0.0310895 | val_loss: 0.0312429 | Time: 1882.87 ms
[2021-11-19 07:53:04 main:581] : INFO : Epoch 1701 | loss: 0.0310905 | val_loss: 0.0312388 | Time: 1897.63 ms
[2021-11-19 07:53:06 main:581] : INFO : Epoch 1702 | loss: 0.031089 | val_loss: 0.0312662 | Time: 1933.17 ms
[2021-11-19 07:53:08 main:581] : INFO : Epoch 1703 | loss: 0.031084 | val_loss: 0.0312341 | Time: 1868.57 ms
[2021-11-19 07:53:10 main:581] : INFO : Epoch 1704 | loss: 0.0311002 | val_loss: 0.031232 | Time: 1904.32 ms
[2021-11-19 07:53:12 main:581] : INFO : Epoch 1705 | loss: 0.0310987 | val_loss: 0.0312451 | Time: 1885.74 ms
[2021-11-19 07:53:14 main:581] : INFO : Epoch 1706 | loss: 0.0310881 | val_loss: 0.0312402 | Time: 1861.7 ms
[2021-11-19 07:53:16 main:581] : INFO : Epoch 1707 | loss: 0.0310883 | val_loss: 0.0312485 | Time: 1867.29 ms
[2021-11-19 07:53:17 main:581] : INFO : Epoch 1708 | loss: 0.0310921 | val_loss: 0.0312637 | Time: 1874.68 ms
[2021-11-19 07:53:19 main:581] : INFO : Epoch 1709 | loss: 0.031098 | val_loss: 0.0312796 | Time: 1885.82 ms
[2021-11-19 07:53:21 main:581] : INFO : Epoch 1710 | loss: 0.0310901 | val_loss: 0.0312642 | Time: 1874.23 ms
[2021-11-19 07:53:23 main:581] : INFO : Epoch 1711 | loss: 0.0310852 | val_loss: 0.03125 | Time: 1882.71 ms
[2021-11-19 07:53:25 main:581] : INFO : Epoch 1712 | loss: 0.0310903 | val_loss: 0.0312449 | Time: 1875.9 ms
[2021-11-19 07:53:27 main:581] : INFO : Epoch 1713 | loss: 0.0311027 | val_loss: 0.0312324 | Time: 1894.78 ms
[2021-11-19 07:53:29 main:581] : INFO : Epoch 1714 | loss: 0.0310978 | val_loss: 0.0312378 | Time: 1879.32 ms
[2021-11-19 07:53:31 main:581] : INFO : Epoch 1715 | loss: 0.031092 | val_loss: 0.0312449 | Time: 1869.13 ms
[2021-11-19 07:53:32 main:581] : INFO : Epoch 1716 | loss: 0.0310884 | val_loss: 0.031249 | Time: 1871.61 ms
[2021-11-19 07:53:34 main:581] : INFO : Epoch 1717 | loss: 0.031092 | val_loss: 0.0312504 | Time: 1865.48 ms
[2021-11-19 07:53:36 main:581] : INFO : Epoch 1718 | loss: 0.0310904 | val_loss: 0.0312381 | Time: 1881.98 ms
[2021-11-19 07:53:38 main:581] : INFO : Epoch 1719 | loss: 0.0310915 | val_loss: 0.0312572 | Time: 1873.87 ms
[2021-11-19 07:53:40 main:581] : INFO : Epoch 1720 | loss: 0.0310898 | val_loss: 0.0312503 | Time: 1886.48 ms
[2021-11-19 07:53:42 main:581] : INFO : Epoch 1721 | loss: 0.0310942 | val_loss: 0.0312381 | Time: 1885.21 ms
[2021-11-19 07:53:44 main:581] : INFO : Epoch 1722 | loss: 0.0310964 | val_loss: 0.0312432 | Time: 1900.12 ms
[2021-11-19 07:53:46 main:581] : INFO : Epoch 1723 | loss: 0.0310847 | val_loss: 0.031254 | Time: 1882.64 ms
[2021-11-19 07:53:48 main:581] : INFO : Epoch 1724 | loss: 0.0310852 | val_loss: 0.0312453 | Time: 1885.84 ms
[2021-11-19 07:53:49 main:581] : INFO : Epoch 1725 | loss: 0.031085 | val_loss: 0.0312411 | Time: 1887.9 ms
[2021-11-19 07:53:51 main:581] : INFO : Epoch 1726 | loss: 0.0310932 | val_loss: 0.0312462 | Time: 1911.77 ms
[2021-11-19 07:53:53 main:581] : INFO : Epoch 1727 | loss: 0.0310877 | val_loss: 0.0312476 | Time: 1887.56 ms
[2021-11-19 07:53:55 main:581] : INFO : Epoch 1728 | loss: 0.0310843 | val_loss: 0.0312393 | Time: 1892.14 ms
[2021-11-19 07:53:57 main:581] : INFO : Epoch 1729 | loss: 0.0310879 | val_loss: 0.0312428 | Time: 1879.07 ms
[2021-11-19 07:53:59 main:581] : INFO : Epoch 1730 | loss: 0.0310874 | val_loss: 0.0312395 | Time: 1886.96 ms
[2021-11-19 07:54:01 main:581] : INFO : Epoch 1731 | loss: 0.0310858 | val_loss: 0.0312371 | Time: 1884.46 ms
[2021-11-19 07:54:03 main:581] : INFO : Epoch 1732 | loss: 0.0310849 | val_loss: 0.0312632 | Time: 1860.1 ms
[2021-11-19 07:54:05 main:581] : INFO : Epoch 1733 | loss: 0.0310836 | val_loss: 0.0312433 | Time: 1889.77 ms
[2021-11-19 07:54:06 main:581] : INFO : Epoch 1734 | loss: 0.0310832 | val_loss: 0.0312639 | Time: 1882.29 ms
[2021-11-19 07:54:08 main:581] : INFO : Epoch 1735 | loss: 0.0310849 | val_loss: 0.0312513 | Time: 1889.29 ms
[2021-11-19 07:54:10 main:581] : INFO : Epoch 1736 | loss: 0.0310842 | val_loss: 0.0312466 | Time: 1900.21 ms
[2021-11-19 07:54:12 main:581] : INFO : Epoch 1737 | loss: 0.0310862 | val_loss: 0.0312493 | Time: 1893.9 ms
[2021-11-19 07:54:14 main:581] : INFO : Epoch 1738 | loss: 0.0310859 | val_loss: 0.0312532 | Time: 1873.24 ms
[2021-11-19 07:54:16 main:581] : INFO : Epoch 1739 | loss: 0.0310888 | val_loss: 0.031247 | Time: 1878.37 ms
[2021-11-19 07:54:18 main:581] : INFO : Epoch 1740 | loss: 0.0310892 | val_loss: 0.0312454 | Time: 1901.48 ms
[2021-11-19 07:54:20 main:581] : INFO : Epoch 1741 | loss: 0.0310867 | val_loss: 0.0312536 | Time: 1883.44 ms
[2021-11-19 07:54:21 main:581] : INFO : Epoch 1742 | loss: 0.0310876 | val_loss: 0.0312475 | Time: 1855.38 ms
[2021-11-19 07:54:23 main:581] : INFO : Epoch 1743 | loss: 0.0310988 | val_loss: 0.0312484 | Time: 1877.65 ms
[2021-11-19 07:54:25 main:581] : INFO : Epoch 1744 | loss: 0.0311035 | val_loss: 0.0312407 | Time: 1860 ms
[2021-11-19 07:54:27 main:581] : INFO : Epoch 1745 | loss: 0.031106 | val_loss: 0.0312272 | Time: 1859.21 ms
[2021-11-19 07:54:29 main:581] : INFO : Epoch 1746 | loss: 0.0311055 | val_loss: 0.031259 | Time: 1861.77 ms
[2021-11-19 07:54:31 main:581] : INFO : Epoch 1747 | loss: 0.0313515 | val_loss: 0.0313198 | Time: 1853.17 ms
[2021-11-19 07:54:33 main:581] : INFO : Epoch 1748 | loss: 0.0327053 | val_loss: 0.0319519 | Time: 1868.17 ms
[2021-11-19 07:54:35 main:581] : INFO : Epoch 1749 | loss: 0.0315177 | val_loss: 0.031337 | Time: 1872.9 ms
[2021-11-19 07:54:36 main:581] : INFO : Epoch 1750 | loss: 0.0312826 | val_loss: 0.0312565 | Time: 1901.23 ms
[2021-11-19 07:54:38 main:581] : INFO : Epoch 1751 | loss: 0.0312482 | val_loss: 0.0312406 | Time: 1869.26 ms
[2021-11-19 07:54:40 main:581] : INFO : Epoch 1752 | loss: 0.0312301 | val_loss: 0.0312178 | Time: 1875.72 ms
[2021-11-19 07:54:42 main:581] : INFO : Epoch 1753 | loss: 0.031207 | val_loss: 0.0311969 | Time: 1876.17 ms
[2021-11-19 07:54:44 main:581] : INFO : Epoch 1754 | loss: 0.0311914 | val_loss: 0.0311919 | Time: 1887.62 ms
[2021-11-19 07:54:46 main:581] : INFO : Epoch 1755 | loss: 0.0311839 | val_loss: 0.0311866 | Time: 1894.14 ms
[2021-11-19 07:54:48 main:581] : INFO : Epoch 1756 | loss: 0.0311791 | val_loss: 0.0311819 | Time: 1884.99 ms
[2021-11-19 07:54:50 main:581] : INFO : Epoch 1757 | loss: 0.0311767 | val_loss: 0.0311802 | Time: 1893.19 ms
[2021-11-19 07:54:52 main:581] : INFO : Epoch 1758 | loss: 0.0311775 | val_loss: 0.0311796 | Time: 1913.56 ms
[2021-11-19 07:54:53 main:581] : INFO : Epoch 1759 | loss: 0.031176 | val_loss: 0.0311811 | Time: 1878.5 ms
[2021-11-19 07:54:55 main:581] : INFO : Epoch 1760 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 1875.94 ms
[2021-11-19 07:54:57 main:581] : INFO : Epoch 1761 | loss: 0.0311671 | val_loss: 0.0311805 | Time: 1868.91 ms
[2021-11-19 07:54:59 main:581] : INFO : Epoch 1762 | loss: 0.0311661 | val_loss: 0.0311811 | Time: 1868.52 ms
[2021-11-19 07:55:01 main:581] : INFO : Epoch 1763 | loss: 0.0311638 | val_loss: 0.0311812 | Time: 1889.5 ms
[2021-11-19 07:55:03 main:581] : INFO : Epoch 1764 | loss: 0.0311626 | val_loss: 0.0311833 | Time: 1884.43 ms
[2021-11-19 07:55:05 main:581] : INFO : Epoch 1765 | loss: 0.0311626 | val_loss: 0.0311819 | Time: 1901.68 ms
[2021-11-19 07:55:07 main:581] : INFO : Epoch 1766 | loss: 0.0311634 | val_loss: 0.0311925 | Time: 1878.09 ms
[2021-11-19 07:55:08 main:581] : INFO : Epoch 1767 | loss: 0.0311615 | val_loss: 0.031184 | Time: 1872.99 ms
[2021-11-19 07:55:10 main:581] : INFO : Epoch 1768 | loss: 0.0311599 | val_loss: 0.0311823 | Time: 1894.38 ms
[2021-11-19 07:55:12 main:581] : INFO : Epoch 1769 | loss: 0.0311575 | val_loss: 0.0311851 | Time: 1882.54 ms
[2021-11-19 07:55:14 main:581] : INFO : Epoch 1770 | loss: 0.0311592 | val_loss: 0.0311959 | Time: 1872.58 ms
[2021-11-19 07:55:16 main:581] : INFO : Epoch 1771 | loss: 0.0311586 | val_loss: 0.0311835 | Time: 1869.88 ms
[2021-11-19 07:55:18 main:581] : INFO : Epoch 1772 | loss: 0.031157 | val_loss: 0.0311843 | Time: 1870.62 ms
[2021-11-19 07:55:20 main:581] : INFO : Epoch 1773 | loss: 0.0311584 | val_loss: 0.0311857 | Time: 1878.93 ms
[2021-11-19 07:55:22 main:581] : INFO : Epoch 1774 | loss: 0.0311543 | val_loss: 0.0311879 | Time: 1896.84 ms
[2021-11-19 07:55:24 main:581] : INFO : Epoch 1775 | loss: 0.0311534 | val_loss: 0.0311868 | Time: 1910.86 ms
[2021-11-19 07:55:25 main:581] : INFO : Epoch 1776 | loss: 0.0311514 | val_loss: 0.0311862 | Time: 1873.68 ms
[2021-11-19 07:55:27 main:581] : INFO : Epoch 1777 | loss: 0.0311496 | val_loss: 0.031186 | Time: 1877.86 ms
[2021-11-19 07:55:29 main:581] : INFO : Epoch 1778 | loss: 0.0311498 | val_loss: 0.0311867 | Time: 1885.67 ms
[2021-11-19 07:55:31 main:581] : INFO : Epoch 1779 | loss: 0.0311518 | val_loss: 0.0311904 | Time: 1853.36 ms
[2021-11-19 07:55:33 main:581] : INFO : Epoch 1780 | loss: 0.0311517 | val_loss: 0.0311929 | Time: 1872.12 ms
[2021-11-19 07:55:35 main:581] : INFO : Epoch 1781 | loss: 0.0311482 | val_loss: 0.0311877 | Time: 1887.08 ms
[2021-11-19 07:55:37 main:581] : INFO : Epoch 1782 | loss: 0.0311463 | val_loss: 0.0311923 | Time: 1868.49 ms
[2021-11-19 07:55:39 main:581] : INFO : Epoch 1783 | loss: 0.0311475 | val_loss: 0.0311871 | Time: 1884.16 ms
[2021-11-19 07:55:40 main:581] : INFO : Epoch 1784 | loss: 0.0311457 | val_loss: 0.0311964 | Time: 1884.52 ms
[2021-11-19 07:55:42 main:581] : INFO : Epoch 1785 | loss: 0.0311459 | val_loss: 0.0311883 | Time: 1858.14 ms
[2021-11-19 07:55:44 main:581] : INFO : Epoch 1786 | loss: 0.0311438 | val_loss: 0.0311914 | Time: 1878.19 ms
[2021-11-19 07:55:46 main:581] : INFO : Epoch 1787 | loss: 0.0311432 | val_loss: 0.0311904 | Time: 1886.06 ms
[2021-11-19 07:55:48 main:581] : INFO : Epoch 1788 | loss: 0.0311434 | val_loss: 0.0311935 | Time: 1878.64 ms
[2021-11-19 07:55:50 main:581] : INFO : Epoch 1789 | loss: 0.0311413 | val_loss: 0.0311932 | Time: 1960.44 ms
[2021-11-19 07:55:52 main:581] : INFO : Epoch 1790 | loss: 0.0311417 | val_loss: 0.0311959 | Time: 1894.76 ms
[2021-11-19 07:55:54 main:581] : INFO : Epoch 1791 | loss: 0.0311411 | val_loss: 0.0311936 | Time: 1864 ms
[2021-11-19 07:55:56 main:581] : INFO : Epoch 1792 | loss: 0.0311406 | val_loss: 0.0311934 | Time: 1876.39 ms
[2021-11-19 07:55:57 main:581] : INFO : Epoch 1793 | loss: 0.0311396 | val_loss: 0.0311937 | Time: 1903.03 ms
[2021-11-19 07:55:59 main:581] : INFO : Epoch 1794 | loss: 0.0311403 | val_loss: 0.0311945 | Time: 1869.66 ms
[2021-11-19 07:56:01 main:581] : INFO : Epoch 1795 | loss: 0.0311399 | val_loss: 0.0311942 | Time: 1882.49 ms
[2021-11-19 07:56:03 main:581] : INFO : Epoch 1796 | loss: 0.0311384 | val_loss: 0.0311988 | Time: 1869.24 ms
[2021-11-19 07:56:05 main:581] : INFO : Epoch 1797 | loss: 0.0311381 | val_loss: 0.0311922 | Time: 1885.48 ms
[2021-11-19 07:56:07 main:581] : INFO : Epoch 1798 | loss: 0.0311403 | val_loss: 0.0311969 | Time: 1872.34 ms
[2021-11-19 07:56:09 main:581] : INFO : Epoch 1799 | loss: 0.0311438 | val_loss: 0.0311995 | Time: 1874.64 ms
[2021-11-19 07:56:11 main:581] : INFO : Epoch 1800 | loss: 0.0311442 | val_loss: 0.0311949 | Time: 1871.8 ms
[2021-11-19 07:56:12 main:581] : INFO : Epoch 1801 | loss: 0.03114 | val_loss: 0.0311926 | Time: 1864.12 ms
[2021-11-19 07:56:14 main:581] : INFO : Epoch 1802 | loss: 0.0311369 | val_loss: 0.0311948 | Time: 1895.76 ms
[2021-11-19 07:56:16 main:581] : INFO : Epoch 1803 | loss: 0.031136 | val_loss: 0.0311968 | Time: 1900.27 ms
[2021-11-19 07:56:18 main:581] : INFO : Epoch 1804 | loss: 0.0311347 | val_loss: 0.0311994 | Time: 1892.77 ms
[2021-11-19 07:56:20 main:581] : INFO : Epoch 1805 | loss: 0.0311333 | val_loss: 0.0312015 | Time: 1869.32 ms
[2021-11-19 07:56:22 main:581] : INFO : Epoch 1806 | loss: 0.0311349 | val_loss: 0.0311969 | Time: 1879.41 ms
[2021-11-19 07:56:24 main:581] : INFO : Epoch 1807 | loss: 0.0311333 | val_loss: 0.0312003 | Time: 1889.21 ms
[2021-11-19 07:56:26 main:581] : INFO : Epoch 1808 | loss: 0.0311347 | val_loss: 0.0311961 | Time: 1877.61 ms
[2021-11-19 07:56:27 main:581] : INFO : Epoch 1809 | loss: 0.0311337 | val_loss: 0.0311995 | Time: 1876.73 ms
[2021-11-19 07:56:29 main:581] : INFO : Epoch 1810 | loss: 0.0311336 | val_loss: 0.0311992 | Time: 1880.92 ms
[2021-11-19 07:56:31 main:581] : INFO : Epoch 1811 | loss: 0.0311314 | val_loss: 0.0311984 | Time: 1873.51 ms
[2021-11-19 07:56:33 main:581] : INFO : Epoch 1812 | loss: 0.0311319 | val_loss: 0.0311973 | Time: 1863.72 ms
[2021-11-19 07:56:35 main:581] : INFO : Epoch 1813 | loss: 0.0311341 | val_loss: 0.031196 | Time: 1879.8 ms
[2021-11-19 07:56:37 main:581] : INFO : Epoch 1814 | loss: 0.0311319 | val_loss: 0.0311996 | Time: 1872.01 ms
[2021-11-19 07:56:39 main:581] : INFO : Epoch 1815 | loss: 0.0311309 | val_loss: 0.0312036 | Time: 1883.74 ms
[2021-11-19 07:56:41 main:581] : INFO : Epoch 1816 | loss: 0.0311318 | val_loss: 0.0312008 | Time: 1878.94 ms
[2021-11-19 07:56:42 main:581] : INFO : Epoch 1817 | loss: 0.0311361 | val_loss: 0.031204 | Time: 1866.49 ms
[2021-11-19 07:56:44 main:581] : INFO : Epoch 1818 | loss: 0.031134 | val_loss: 0.0311979 | Time: 1907.08 ms
[2021-11-19 07:56:46 main:581] : INFO : Epoch 1819 | loss: 0.0311353 | val_loss: 0.0311996 | Time: 1889.19 ms
[2021-11-19 07:56:48 main:581] : INFO : Epoch 1820 | loss: 0.0311325 | val_loss: 0.031198 | Time: 1878.22 ms
[2021-11-19 07:56:50 main:581] : INFO : Epoch 1821 | loss: 0.0311289 | val_loss: 0.0312066 | Time: 1907.14 ms
[2021-11-19 07:56:52 main:581] : INFO : Epoch 1822 | loss: 0.0311289 | val_loss: 0.0312022 | Time: 1883.55 ms
[2021-11-19 07:56:54 main:581] : INFO : Epoch 1823 | loss: 0.0311277 | val_loss: 0.0312058 | Time: 1894.49 ms
[2021-11-19 07:56:56 main:581] : INFO : Epoch 1824 | loss: 0.0311294 | val_loss: 0.0312018 | Time: 1930.24 ms
[2021-11-19 07:56:58 main:581] : INFO : Epoch 1825 | loss: 0.0311324 | val_loss: 0.0312077 | Time: 1889.32 ms
[2021-11-19 07:57:00 main:581] : INFO : Epoch 1826 | loss: 0.0311321 | val_loss: 0.0312038 | Time: 1873.39 ms
[2021-11-19 07:57:01 main:581] : INFO : Epoch 1827 | loss: 0.0311286 | val_loss: 0.0312027 | Time: 1933.55 ms
[2021-11-19 07:57:03 main:581] : INFO : Epoch 1828 | loss: 0.0311323 | val_loss: 0.0312065 | Time: 1910.98 ms
[2021-11-19 07:57:05 main:581] : INFO : Epoch 1829 | loss: 0.0311318 | val_loss: 0.0312042 | Time: 1925.99 ms
[2021-11-19 07:57:07 main:581] : INFO : Epoch 1830 | loss: 0.0311323 | val_loss: 0.0311955 | Time: 1903.08 ms
[2021-11-19 07:57:09 main:581] : INFO : Epoch 1831 | loss: 0.0311374 | val_loss: 0.0311959 | Time: 1903.52 ms
[2021-11-19 07:57:11 main:581] : INFO : Epoch 1832 | loss: 0.0311346 | val_loss: 0.0311954 | Time: 1878.78 ms
[2021-11-19 07:57:13 main:581] : INFO : Epoch 1833 | loss: 0.0311308 | val_loss: 0.0311987 | Time: 1857.88 ms
[2021-11-19 07:57:15 main:581] : INFO : Epoch 1834 | loss: 0.0311359 | val_loss: 0.0312004 | Time: 1896.92 ms
[2021-11-19 07:57:17 main:581] : INFO : Epoch 1835 | loss: 0.0311298 | val_loss: 0.031208 | Time: 1870 ms
[2021-11-19 07:57:18 main:581] : INFO : Epoch 1836 | loss: 0.0311337 | val_loss: 0.0311998 | Time: 1872.67 ms
[2021-11-19 07:57:20 main:581] : INFO : Epoch 1837 | loss: 0.0311321 | val_loss: 0.0311986 | Time: 1856.51 ms
[2021-11-19 07:57:22 main:581] : INFO : Epoch 1838 | loss: 0.0311303 | val_loss: 0.0312014 | Time: 1857.63 ms
[2021-11-19 07:57:24 main:581] : INFO : Epoch 1839 | loss: 0.0311315 | val_loss: 0.031202 | Time: 1891.15 ms
[2021-11-19 07:57:26 main:581] : INFO : Epoch 1840 | loss: 0.0311316 | val_loss: 0.0312083 | Time: 1874.09 ms
[2021-11-19 07:57:28 main:581] : INFO : Epoch 1841 | loss: 0.0311314 | val_loss: 0.0312049 | Time: 1866.68 ms
[2021-11-19 07:57:30 main:581] : INFO : Epoch 1842 | loss: 0.0311306 | val_loss: 0.0311962 | Time: 1861.37 ms
[2021-11-19 07:57:32 main:581] : INFO : Epoch 1843 | loss: 0.031136 | val_loss: 0.0311956 | Time: 1861.43 ms
[2021-11-19 07:57:33 main:581] : INFO : Epoch 1844 | loss: 0.0311334 | val_loss: 0.0312053 | Time: 1873.36 ms
[2021-11-19 07:57:35 main:581] : INFO : Epoch 1845 | loss: 0.0311356 | val_loss: 0.0312095 | Time: 1898.98 ms
[2021-11-19 07:57:37 main:581] : INFO : Epoch 1846 | loss: 0.0311324 | val_loss: 0.0312072 | Time: 1868.73 ms
[2021-11-19 07:57:39 main:581] : INFO : Epoch 1847 | loss: 0.0311291 | val_loss: 0.0312088 | Time: 1873.38 ms
[2021-11-19 07:57:41 main:581] : INFO : Epoch 1848 | loss: 0.0311255 | val_loss: 0.0312062 | Time: 1862.84 ms
[2021-11-19 07:57:43 main:581] : INFO : Epoch 1849 | loss: 0.0311285 | val_loss: 0.0312086 | Time: 1886.13 ms
[2021-11-19 07:57:45 main:581] : INFO : Epoch 1850 | loss: 0.0311261 | val_loss: 0.0312052 | Time: 1876.58 ms
[2021-11-19 07:57:47 main:581] : INFO : Epoch 1851 | loss: 0.031124 | val_loss: 0.031208 | Time: 1873.15 ms
[2021-11-19 07:57:48 main:581] : INFO : Epoch 1852 | loss: 0.0311224 | val_loss: 0.0312044 | Time: 1886.45 ms
[2021-11-19 07:57:50 main:581] : INFO : Epoch 1853 | loss: 0.0311241 | val_loss: 0.0312055 | Time: 1884.77 ms
[2021-11-19 07:57:52 main:581] : INFO : Epoch 1854 | loss: 0.0311256 | val_loss: 0.031206 | Time: 1888.24 ms
[2021-11-19 07:57:54 main:581] : INFO : Epoch 1855 | loss: 0.0311284 | val_loss: 0.0312109 | Time: 1870.28 ms
[2021-11-19 07:57:56 main:581] : INFO : Epoch 1856 | loss: 0.0311266 | val_loss: 0.0312066 | Time: 1889.79 ms
[2021-11-19 07:57:58 main:581] : INFO : Epoch 1857 | loss: 0.0311251 | val_loss: 0.0312078 | Time: 1867.52 ms
[2021-11-19 07:58:00 main:581] : INFO : Epoch 1858 | loss: 0.0311244 | val_loss: 0.0312046 | Time: 1885.04 ms
[2021-11-19 07:58:02 main:581] : INFO : Epoch 1859 | loss: 0.0311259 | val_loss: 0.031208 | Time: 1879.21 ms
[2021-11-19 07:58:04 main:581] : INFO : Epoch 1860 | loss: 0.0311294 | val_loss: 0.0312127 | Time: 1874.86 ms
[2021-11-19 07:58:05 main:581] : INFO : Epoch 1861 | loss: 0.0311266 | val_loss: 0.0312072 | Time: 1901.62 ms
[2021-11-19 07:58:07 main:581] : INFO : Epoch 1862 | loss: 0.031123 | val_loss: 0.0312081 | Time: 1906.98 ms
[2021-11-19 07:58:09 main:581] : INFO : Epoch 1863 | loss: 0.0311247 | val_loss: 0.031202 | Time: 1857.29 ms
[2021-11-19 07:58:11 main:581] : INFO : Epoch 1864 | loss: 0.0311217 | val_loss: 0.0312042 | Time: 1871.74 ms
[2021-11-19 07:58:13 main:581] : INFO : Epoch 1865 | loss: 0.0311243 | val_loss: 0.0312109 | Time: 1886.27 ms
[2021-11-19 07:58:15 main:581] : INFO : Epoch 1866 | loss: 0.0311233 | val_loss: 0.0312082 | Time: 1877.93 ms
[2021-11-19 07:58:17 main:581] : INFO : Epoch 1867 | loss: 0.031124 | val_loss: 0.0312019 | Time: 1872.61 ms
[2021-11-19 07:58:19 main:581] : INFO : Epoch 1868 | loss: 0.0311229 | val_loss: 0.0312064 | Time: 1865.11 ms
[2021-11-19 07:58:20 main:581] : INFO : Epoch 1869 | loss: 0.0311278 | val_loss: 0.0312039 | Time: 1858.43 ms
[2021-11-19 07:58:22 main:581] : INFO : Epoch 1870 | loss: 0.0311318 | val_loss: 0.0312046 | Time: 1869.26 ms
[2021-11-19 07:58:24 main:581] : INFO : Epoch 1871 | loss: 0.0311317 | val_loss: 0.031206 | Time: 1870.39 ms
[2021-11-19 07:58:26 main:581] : INFO : Epoch 1872 | loss: 0.0311266 | val_loss: 0.0312051 | Time: 1869.9 ms
[2021-11-19 07:58:28 main:581] : INFO : Epoch 1873 | loss: 0.0311227 | val_loss: 0.0312022 | Time: 1876.18 ms
[2021-11-19 07:58:30 main:581] : INFO : Epoch 1874 | loss: 0.0311277 | val_loss: 0.0312013 | Time: 1868.31 ms
[2021-11-19 07:58:32 main:581] : INFO : Epoch 1875 | loss: 0.0311269 | val_loss: 0.0312077 | Time: 1869.55 ms
[2021-11-19 07:58:34 main:581] : INFO : Epoch 1876 | loss: 0.0311231 | val_loss: 0.0312038 | Time: 1882.68 ms
[2021-11-19 07:58:35 main:581] : INFO : Epoch 1877 | loss: 0.0311249 | val_loss: 0.0312047 | Time: 1876.46 ms
[2021-11-19 07:58:37 main:581] : INFO : Epoch 1878 | loss: 0.0311244 | val_loss: 0.0312093 | Time: 1911.65 ms
[2021-11-19 07:58:39 main:581] : INFO : Epoch 1879 | loss: 0.0311257 | val_loss: 0.0312038 | Time: 1882.2 ms
[2021-11-19 07:58:41 main:581] : INFO : Epoch 1880 | loss: 0.0311207 | val_loss: 0.0312047 | Time: 1890.66 ms
[2021-11-19 07:58:43 main:581] : INFO : Epoch 1881 | loss: 0.0311182 | val_loss: 0.0311983 | Time: 1875.27 ms
[2021-11-19 07:58:45 main:581] : INFO : Epoch 1882 | loss: 0.0311214 | val_loss: 0.0312041 | Time: 1881.62 ms
[2021-11-19 07:58:47 main:581] : INFO : Epoch 1883 | loss: 0.0311246 | val_loss: 0.031211 | Time: 1890.33 ms
[2021-11-19 07:58:49 main:581] : INFO : Epoch 1884 | loss: 0.0311204 | val_loss: 0.0312077 | Time: 1867.23 ms
[2021-11-19 07:58:50 main:581] : INFO : Epoch 1885 | loss: 0.0311209 | val_loss: 0.0312112 | Time: 1890.09 ms
[2021-11-19 07:58:52 main:581] : INFO : Epoch 1886 | loss: 0.0311196 | val_loss: 0.031213 | Time: 1903.8 ms
[2021-11-19 07:58:54 main:581] : INFO : Epoch 1887 | loss: 0.031121 | val_loss: 0.0312012 | Time: 1873.7 ms
[2021-11-19 07:58:56 main:581] : INFO : Epoch 1888 | loss: 0.0311299 | val_loss: 0.0312087 | Time: 1881.5 ms
[2021-11-19 07:58:58 main:581] : INFO : Epoch 1889 | loss: 0.0311332 | val_loss: 0.031199 | Time: 1880.99 ms
[2021-11-19 07:59:00 main:581] : INFO : Epoch 1890 | loss: 0.0311293 | val_loss: 0.0312039 | Time: 1895.68 ms
[2021-11-19 07:59:02 main:581] : INFO : Epoch 1891 | loss: 0.0311266 | val_loss: 0.0312034 | Time: 1881.09 ms
[2021-11-19 07:59:04 main:581] : INFO : Epoch 1892 | loss: 0.0311243 | val_loss: 0.0312091 | Time: 1880.79 ms
[2021-11-19 07:59:06 main:581] : INFO : Epoch 1893 | loss: 0.0311214 | val_loss: 0.0312079 | Time: 1908.53 ms
[2021-11-19 07:59:07 main:581] : INFO : Epoch 1894 | loss: 0.0311213 | val_loss: 0.0312067 | Time: 1886.91 ms
[2021-11-19 07:59:09 main:581] : INFO : Epoch 1895 | loss: 0.0311231 | val_loss: 0.0312103 | Time: 1877.36 ms
[2021-11-19 07:59:11 main:581] : INFO : Epoch 1896 | loss: 0.0311223 | val_loss: 0.0312141 | Time: 1894.75 ms
[2021-11-19 07:59:13 main:581] : INFO : Epoch 1897 | loss: 0.0311282 | val_loss: 0.0312136 | Time: 1890.29 ms
[2021-11-19 07:59:15 main:581] : INFO : Epoch 1898 | loss: 0.0311348 | val_loss: 0.0312045 | Time: 1905.31 ms
[2021-11-19 07:59:17 main:581] : INFO : Epoch 1899 | loss: 0.0311248 | val_loss: 0.0312054 | Time: 1874.79 ms
[2021-11-19 07:59:19 main:581] : INFO : Epoch 1900 | loss: 0.0311198 | val_loss: 0.0312101 | Time: 1877.37 ms
[2021-11-19 07:59:21 main:581] : INFO : Epoch 1901 | loss: 0.0311176 | val_loss: 0.031205 | Time: 1866.86 ms
[2021-11-19 07:59:23 main:581] : INFO : Epoch 1902 | loss: 0.0311194 | val_loss: 0.0312073 | Time: 1869.7 ms
[2021-11-19 07:59:24 main:581] : INFO : Epoch 1903 | loss: 0.031118 | val_loss: 0.031206 | Time: 1873.61 ms
[2021-11-19 07:59:26 main:581] : INFO : Epoch 1904 | loss: 0.0311202 | val_loss: 0.0312055 | Time: 1874.38 ms
[2021-11-19 07:59:28 main:581] : INFO : Epoch 1905 | loss: 0.0311292 | val_loss: 0.031202 | Time: 1879.77 ms
[2021-11-19 07:59:30 main:581] : INFO : Epoch 1906 | loss: 0.0311303 | val_loss: 0.0312096 | Time: 1880.87 ms
[2021-11-19 07:59:32 main:581] : INFO : Epoch 1907 | loss: 0.0311231 | val_loss: 0.0312086 | Time: 1870.69 ms
[2021-11-19 07:59:34 main:581] : INFO : Epoch 1908 | loss: 0.031118 | val_loss: 0.0312032 | Time: 1880.25 ms
[2021-11-19 07:59:36 main:581] : INFO : Epoch 1909 | loss: 0.0311179 | val_loss: 0.0312081 | Time: 1875.34 ms
[2021-11-19 07:59:38 main:581] : INFO : Epoch 1910 | loss: 0.0311237 | val_loss: 0.0312113 | Time: 1877.05 ms
[2021-11-19 07:59:39 main:581] : INFO : Epoch 1911 | loss: 0.0311281 | val_loss: 0.0312052 | Time: 1898.54 ms
[2021-11-19 07:59:41 main:581] : INFO : Epoch 1912 | loss: 0.0311225 | val_loss: 0.0312071 | Time: 1887.34 ms
[2021-11-19 07:59:43 main:581] : INFO : Epoch 1913 | loss: 0.031121 | val_loss: 0.0312149 | Time: 1882.72 ms
[2021-11-19 07:59:45 main:581] : INFO : Epoch 1914 | loss: 0.0311254 | val_loss: 0.0311993 | Time: 1925.12 ms
[2021-11-19 07:59:47 main:581] : INFO : Epoch 1915 | loss: 0.031123 | val_loss: 0.0312081 | Time: 1895.73 ms
[2021-11-19 07:59:49 main:581] : INFO : Epoch 1916 | loss: 0.0311228 | val_loss: 0.0312098 | Time: 1911.17 ms
[2021-11-19 07:59:51 main:581] : INFO : Epoch 1917 | loss: 0.0311207 | val_loss: 0.0312092 | Time: 1883.59 ms
[2021-11-19 07:59:53 main:581] : INFO : Epoch 1918 | loss: 0.0311171 | val_loss: 0.0312074 | Time: 1894.81 ms
[2021-11-19 07:59:55 main:581] : INFO : Epoch 1919 | loss: 0.0311235 | val_loss: 0.0311949 | Time: 1869.2 ms
[2021-11-19 07:59:56 main:581] : INFO : Epoch 1920 | loss: 0.0311281 | val_loss: 0.0312025 | Time: 1874.67 ms
[2021-11-19 07:59:58 main:581] : INFO : Epoch 1921 | loss: 0.0311207 | val_loss: 0.0312018 | Time: 1871.98 ms
[2021-11-19 08:00:00 main:581] : INFO : Epoch 1922 | loss: 0.0311203 | val_loss: 0.0312021 | Time: 1888.16 ms
[2021-11-19 08:00:02 main:581] : INFO : Epoch 1923 | loss: 0.0311165 | val_loss: 0.0312073 | Time: 1871.67 ms
[2021-11-19 08:00:04 main:581] : INFO : Epoch 1924 | loss: 0.0311162 | val_loss: 0.0312096 | Time: 1864.95 ms
[2021-11-19 08:00:06 main:581] : INFO : Epoch 1925 | loss: 0.0311221 | val_loss: 0.0312037 | Time: 1887.97 ms
[2021-11-19 08:00:08 main:581] : INFO : Epoch 1926 | loss: 0.0311191 | val_loss: 0.0312032 | Time: 1871.3 ms
[2021-11-19 08:00:10 main:581] : INFO : Epoch 1927 | loss: 0.0311182 | val_loss: 0.0312023 | Time: 1874.18 ms
[2021-11-19 08:00:11 main:581] : INFO : Epoch 1928 | loss: 0.0311185 | val_loss: 0.0312065 | Time: 1877.27 ms
[2021-11-19 08:00:13 main:581] : INFO : Epoch 1929 | loss: 0.0311163 | val_loss: 0.0312123 | Time: 1898.76 ms
[2021-11-19 08:00:15 main:581] : INFO : Epoch 1930 | loss: 0.0311193 | val_loss: 0.0312124 | Time: 1882.06 ms
[2021-11-19 08:00:17 main:581] : INFO : Epoch 1931 | loss: 0.0311164 | val_loss: 0.0312155 | Time: 1891.14 ms
[2021-11-19 08:00:19 main:581] : INFO : Epoch 1932 | loss: 0.031118 | val_loss: 0.0312125 | Time: 1896.04 ms
[2021-11-19 08:00:21 main:581] : INFO : Epoch 1933 | loss: 0.031113 | val_loss: 0.0312117 | Time: 1873.41 ms
[2021-11-19 08:00:23 main:581] : INFO : Epoch 1934 | loss: 0.0311133 | val_loss: 0.031208 | Time: 1881.41 ms
[2021-11-19 08:00:25 main:581] : INFO : Epoch 1935 | loss: 0.031116 | val_loss: 0.0312149 | Time: 1885.82 ms
[2021-11-19 08:00:27 main:581] : INFO : Epoch 1936 | loss: 0.0311228 | val_loss: 0.0311963 | Time: 1881.41 ms
[2021-11-19 08:00:28 main:581] : INFO : Epoch 1937 | loss: 0.0311229 | val_loss: 0.0312081 | Time: 1879.1 ms
[2021-11-19 08:00:30 main:581] : INFO : Epoch 1938 | loss: 0.0311226 | val_loss: 0.0312058 | Time: 1871.86 ms
[2021-11-19 08:00:32 main:581] : INFO : Epoch 1939 | loss: 0.0311227 | val_loss: 0.0312076 | Time: 1878.47 ms
[2021-11-19 08:00:34 main:581] : INFO : Epoch 1940 | loss: 0.031123 | val_loss: 0.0312053 | Time: 1862.81 ms
[2021-11-19 08:00:36 main:581] : INFO : Epoch 1941 | loss: 0.0311201 | val_loss: 0.0312059 | Time: 1874.51 ms
[2021-11-19 08:00:38 main:581] : INFO : Epoch 1942 | loss: 0.0311187 | val_loss: 0.0312152 | Time: 1906.89 ms
[2021-11-19 08:00:40 main:581] : INFO : Epoch 1943 | loss: 0.0311352 | val_loss: 0.0311942 | Time: 1874.35 ms
[2021-11-19 08:00:42 main:581] : INFO : Epoch 1944 | loss: 0.0311332 | val_loss: 0.0312028 | Time: 1889.97 ms
[2021-11-19 08:00:43 main:581] : INFO : Epoch 1945 | loss: 0.0311295 | val_loss: 0.0312083 | Time: 1869.88 ms
[2021-11-19 08:00:45 main:581] : INFO : Epoch 1946 | loss: 0.0311208 | val_loss: 0.0312049 | Time: 1873.54 ms
[2021-11-19 08:00:47 main:581] : INFO : Epoch 1947 | loss: 0.0311151 | val_loss: 0.0312117 | Time: 1892.78 ms
[2021-11-19 08:00:49 main:581] : INFO : Epoch 1948 | loss: 0.0311131 | val_loss: 0.0312141 | Time: 1934.57 ms
[2021-11-19 08:00:51 main:581] : INFO : Epoch 1949 | loss: 0.0311149 | val_loss: 0.0312131 | Time: 1924.23 ms
[2021-11-19 08:00:53 main:581] : INFO : Epoch 1950 | loss: 0.0311143 | val_loss: 0.0312035 | Time: 1896.77 ms
[2021-11-19 08:00:55 main:581] : INFO : Epoch 1951 | loss: 0.0311211 | val_loss: 0.0311922 | Time: 1877.15 ms
[2021-11-19 08:00:57 main:581] : INFO : Epoch 1952 | loss: 0.0311498 | val_loss: 0.031188 | Time: 1874.08 ms
[2021-11-19 08:00:59 main:581] : INFO : Epoch 1953 | loss: 0.0311441 | val_loss: 0.0311909 | Time: 1884.06 ms
[2021-11-19 08:01:01 main:581] : INFO : Epoch 1954 | loss: 0.0311346 | val_loss: 0.0311956 | Time: 1867.76 ms
[2021-11-19 08:01:02 main:581] : INFO : Epoch 1955 | loss: 0.0311392 | val_loss: 0.0311866 | Time: 1877.74 ms
[2021-11-19 08:01:04 main:581] : INFO : Epoch 1956 | loss: 0.0311431 | val_loss: 0.0311927 | Time: 1886.49 ms
[2021-11-19 08:01:06 main:581] : INFO : Epoch 1957 | loss: 0.0311342 | val_loss: 0.0311994 | Time: 1901.9 ms
[2021-11-19 08:01:08 main:581] : INFO : Epoch 1958 | loss: 0.0311296 | val_loss: 0.0311986 | Time: 1864.03 ms
[2021-11-19 08:01:10 main:581] : INFO : Epoch 1959 | loss: 0.0311248 | val_loss: 0.0311963 | Time: 1866.1 ms
[2021-11-19 08:01:12 main:581] : INFO : Epoch 1960 | loss: 0.0311259 | val_loss: 0.0312023 | Time: 1887.21 ms
[2021-11-19 08:01:14 main:581] : INFO : Epoch 1961 | loss: 0.0311208 | val_loss: 0.0312052 | Time: 1864.17 ms
[2021-11-19 08:01:16 main:581] : INFO : Epoch 1962 | loss: 0.0311206 | val_loss: 0.0312106 | Time: 1875.85 ms
[2021-11-19 08:01:17 main:581] : INFO : Epoch 1963 | loss: 0.0311169 | val_loss: 0.0312123 | Time: 1884.68 ms
[2021-11-19 08:01:19 main:581] : INFO : Epoch 1964 | loss: 0.0311157 | val_loss: 0.0312043 | Time: 1863.36 ms
[2021-11-19 08:01:21 main:581] : INFO : Epoch 1965 | loss: 0.0311236 | val_loss: 0.0312056 | Time: 1868.55 ms
[2021-11-19 08:01:23 main:581] : INFO : Epoch 1966 | loss: 0.0311269 | val_loss: 0.0312008 | Time: 1866.85 ms
[2021-11-19 08:01:25 main:581] : INFO : Epoch 1967 | loss: 0.0311228 | val_loss: 0.0312027 | Time: 1869.53 ms
[2021-11-19 08:01:27 main:581] : INFO : Epoch 1968 | loss: 0.0311182 | val_loss: 0.0312066 | Time: 1887.9 ms
[2021-11-19 08:01:29 main:581] : INFO : Epoch 1969 | loss: 0.0311177 | val_loss: 0.0312053 | Time: 1863.05 ms
[2021-11-19 08:01:31 main:581] : INFO : Epoch 1970 | loss: 0.0311196 | val_loss: 0.0312085 | Time: 1866.21 ms
[2021-11-19 08:01:32 main:581] : INFO : Epoch 1971 | loss: 0.0311243 | val_loss: 0.0312051 | Time: 1864.12 ms
[2021-11-19 08:01:34 main:581] : INFO : Epoch 1972 | loss: 0.0311214 | val_loss: 0.0312058 | Time: 1866.91 ms
[2021-11-19 08:01:36 main:581] : INFO : Epoch 1973 | loss: 0.0311197 | val_loss: 0.0312141 | Time: 1865.09 ms
[2021-11-19 08:01:38 main:581] : INFO : Epoch 1974 | loss: 0.0311199 | val_loss: 0.031211 | Time: 1876.09 ms
[2021-11-19 08:01:40 main:581] : INFO : Epoch 1975 | loss: 0.0311194 | val_loss: 0.031199 | Time: 1877.92 ms
[2021-11-19 08:01:42 main:581] : INFO : Epoch 1976 | loss: 0.0311328 | val_loss: 0.0312063 | Time: 1875.72 ms
[2021-11-19 08:01:44 main:581] : INFO : Epoch 1977 | loss: 0.0311249 | val_loss: 0.0312051 | Time: 1881.96 ms
[2021-11-19 08:01:45 main:581] : INFO : Epoch 1978 | loss: 0.0311272 | val_loss: 0.0312016 | Time: 1875.84 ms
[2021-11-19 08:01:47 main:581] : INFO : Epoch 1979 | loss: 0.0311268 | val_loss: 0.0312069 | Time: 1882.21 ms
[2021-11-19 08:01:49 main:581] : INFO : Epoch 1980 | loss: 0.0311166 | val_loss: 0.0312082 | Time: 1880.85 ms
[2021-11-19 08:01:51 main:581] : INFO : Epoch 1981 | loss: 0.0311138 | val_loss: 0.0312101 | Time: 1882.91 ms
[2021-11-19 08:01:53 main:581] : INFO : Epoch 1982 | loss: 0.0311166 | val_loss: 0.0312192 | Time: 1900.3 ms
[2021-11-19 08:01:55 main:581] : INFO : Epoch 1983 | loss: 0.0311135 | val_loss: 0.0312123 | Time: 1879.44 ms
[2021-11-19 08:01:57 main:581] : INFO : Epoch 1984 | loss: 0.0311103 | val_loss: 0.0312182 | Time: 1875.24 ms
[2021-11-19 08:01:59 main:581] : INFO : Epoch 1985 | loss: 0.0311129 | val_loss: 0.0312078 | Time: 1896.82 ms
[2021-11-19 08:02:01 main:581] : INFO : Epoch 1986 | loss: 0.0311112 | val_loss: 0.0312148 | Time: 1878.62 ms
[2021-11-19 08:02:02 main:581] : INFO : Epoch 1987 | loss: 0.0311121 | val_loss: 0.0312123 | Time: 1869.33 ms
[2021-11-19 08:02:04 main:581] : INFO : Epoch 1988 | loss: 0.0311119 | val_loss: 0.0312082 | Time: 1904.25 ms
[2021-11-19 08:02:06 main:581] : INFO : Epoch 1989 | loss: 0.0311174 | val_loss: 0.0312109 | Time: 1886.57 ms
[2021-11-19 08:02:08 main:581] : INFO : Epoch 1990 | loss: 0.0311177 | val_loss: 0.0312111 | Time: 1860.98 ms
[2021-11-19 08:02:10 main:581] : INFO : Epoch 1991 | loss: 0.0311093 | val_loss: 0.0312142 | Time: 1881.2 ms
[2021-11-19 08:02:12 main:581] : INFO : Epoch 1992 | loss: 0.0311137 | val_loss: 0.0312135 | Time: 1891.73 ms
[2021-11-19 08:02:14 main:581] : INFO : Epoch 1993 | loss: 0.0311144 | val_loss: 0.031208 | Time: 1877.38 ms
[2021-11-19 08:02:16 main:581] : INFO : Epoch 1994 | loss: 0.0311157 | val_loss: 0.0312083 | Time: 1896.19 ms
[2021-11-19 08:02:18 main:581] : INFO : Epoch 1995 | loss: 0.0311141 | val_loss: 0.0312175 | Time: 1882.59 ms
[2021-11-19 08:02:19 main:581] : INFO : Epoch 1996 | loss: 0.0311207 | val_loss: 0.0312185 | Time: 1866.64 ms
[2021-11-19 08:02:21 main:581] : INFO : Epoch 1997 | loss: 0.0311205 | val_loss: 0.0312099 | Time: 1863.07 ms
[2021-11-19 08:02:23 main:581] : INFO : Epoch 1998 | loss: 0.0311159 | val_loss: 0.0312079 | Time: 1871.23 ms
[2021-11-19 08:02:25 main:581] : INFO : Epoch 1999 | loss: 0.0311149 | val_loss: 0.0312196 | Time: 1864.3 ms
[2021-11-19 08:02:27 main:581] : INFO : Epoch 2000 | loss: 0.0311116 | val_loss: 0.0312159 | Time: 1866.48 ms
[2021-11-19 08:02:29 main:581] : INFO : Epoch 2001 | loss: 0.0311169 | val_loss: 0.0312034 | Time: 1870.01 ms
[2021-11-19 08:02:31 main:581] : INFO : Epoch 2002 | loss: 0.0311108 | val_loss: 0.0312128 | Time: 1860.64 ms
[2021-11-19 08:02:32 main:581] : INFO : Epoch 2003 | loss: 0.031109 | val_loss: 0.0312108 | Time: 1886.27 ms
[2021-11-19 08:02:34 main:581] : INFO : Epoch 2004 | loss: 0.0311082 | val_loss: 0.0312197 | Time: 1880.63 ms
[2021-11-19 08:02:36 main:581] : INFO : Epoch 2005 | loss: 0.0311087 | val_loss: 0.0312234 | Time: 1876.9 ms
[2021-11-19 08:02:38 main:581] : INFO : Epoch 2006 | loss: 0.0311094 | val_loss: 0.03121 | Time: 1875.47 ms
[2021-11-19 08:02:40 main:581] : INFO : Epoch 2007 | loss: 0.0311078 | val_loss: 0.0312089 | Time: 1884.69 ms
[2021-11-19 08:02:42 main:581] : INFO : Epoch 2008 | loss: 0.031107 | val_loss: 0.0312234 | Time: 1867.1 ms
[2021-11-19 08:02:44 main:581] : INFO : Epoch 2009 | loss: 0.0311083 | val_loss: 0.0312196 | Time: 1870.55 ms
[2021-11-19 08:02:46 main:581] : INFO : Epoch 2010 | loss: 0.0311064 | val_loss: 0.0312267 | Time: 1857.33 ms
[2021-11-19 08:02:47 main:581] : INFO : Epoch 2011 | loss: 0.0311107 | val_loss: 0.0312087 | Time: 1877.66 ms
[2021-11-19 08:02:49 main:581] : INFO : Epoch 2012 | loss: 0.031109 | val_loss: 0.0312207 | Time: 1872.72 ms
[2021-11-19 08:02:51 main:581] : INFO : Epoch 2013 | loss: 0.0311117 | val_loss: 0.0312128 | Time: 1877.22 ms
[2021-11-19 08:02:53 main:581] : INFO : Epoch 2014 | loss: 0.0311141 | val_loss: 0.031205 | Time: 1866.85 ms
[2021-11-19 08:02:55 main:581] : INFO : Epoch 2015 | loss: 0.0311131 | val_loss: 0.0312104 | Time: 1877.32 ms
[2021-11-19 08:02:57 main:581] : INFO : Epoch 2016 | loss: 0.0311156 | val_loss: 0.0312061 | Time: 1875.7 ms
[2021-11-19 08:02:59 main:581] : INFO : Epoch 2017 | loss: 0.0311137 | val_loss: 0.0312099 | Time: 1870.18 ms
[2021-11-19 08:03:01 main:581] : INFO : Epoch 2018 | loss: 0.0311081 | val_loss: 0.0312043 | Time: 1881.17 ms
[2021-11-19 08:03:02 main:581] : INFO : Epoch 2019 | loss: 0.0311083 | val_loss: 0.0312071 | Time: 1857.19 ms
[2021-11-19 08:03:04 main:581] : INFO : Epoch 2020 | loss: 0.0311085 | val_loss: 0.0312178 | Time: 1899.23 ms
[2021-11-19 08:03:06 main:581] : INFO : Epoch 2021 | loss: 0.0311076 | val_loss: 0.0312207 | Time: 1908.46 ms
[2021-11-19 08:03:08 main:581] : INFO : Epoch 2022 | loss: 0.0311076 | val_loss: 0.0312139 | Time: 1873.63 ms
[2021-11-19 08:03:10 main:581] : INFO : Epoch 2023 | loss: 0.0311047 | val_loss: 0.0312183 | Time: 1877.27 ms
[2021-11-19 08:03:12 main:581] : INFO : Epoch 2024 | loss: 0.0311067 | val_loss: 0.0312194 | Time: 1889.09 ms
[2021-11-19 08:03:14 main:581] : INFO : Epoch 2025 | loss: 0.0311081 | val_loss: 0.0312111 | Time: 1871.17 ms
[2021-11-19 08:03:16 main:581] : INFO : Epoch 2026 | loss: 0.0311281 | val_loss: 0.0312078 | Time: 1883.34 ms
[2021-11-19 08:03:18 main:581] : INFO : Epoch 2027 | loss: 0.0311243 | val_loss: 0.0312036 | Time: 1866.73 ms
[2021-11-19 08:03:19 main:581] : INFO : Epoch 2028 | loss: 0.0311143 | val_loss: 0.0312212 | Time: 1858.57 ms
[2021-11-19 08:03:21 main:581] : INFO : Epoch 2029 | loss: 0.0311076 | val_loss: 0.0312186 | Time: 1875.56 ms
[2021-11-19 08:03:23 main:581] : INFO : Epoch 2030 | loss: 0.0311044 | val_loss: 0.0312145 | Time: 1858.08 ms
[2021-11-19 08:03:25 main:581] : INFO : Epoch 2031 | loss: 0.031105 | val_loss: 0.031222 | Time: 1867.24 ms
[2021-11-19 08:03:27 main:581] : INFO : Epoch 2032 | loss: 0.0311039 | val_loss: 0.0312119 | Time: 1870.3 ms
[2021-11-19 08:03:29 main:581] : INFO : Epoch 2033 | loss: 0.0311055 | val_loss: 0.0312263 | Time: 1884.4 ms
[2021-11-19 08:03:31 main:581] : INFO : Epoch 2034 | loss: 0.031105 | val_loss: 0.0312128 | Time: 1886.12 ms
[2021-11-19 08:03:32 main:581] : INFO : Epoch 2035 | loss: 0.0311151 | val_loss: 0.0312099 | Time: 1866.66 ms
[2021-11-19 08:03:34 main:581] : INFO : Epoch 2036 | loss: 0.0311105 | val_loss: 0.0312186 | Time: 1869.92 ms
[2021-11-19 08:03:36 main:581] : INFO : Epoch 2037 | loss: 0.031109 | val_loss: 0.031212 | Time: 1870.57 ms
[2021-11-19 08:03:38 main:581] : INFO : Epoch 2038 | loss: 0.0311129 | val_loss: 0.031222 | Time: 1890.79 ms
[2021-11-19 08:03:40 main:581] : INFO : Epoch 2039 | loss: 0.0311109 | val_loss: 0.0312223 | Time: 1884.04 ms
[2021-11-19 08:03:42 main:581] : INFO : Epoch 2040 | loss: 0.0311068 | val_loss: 0.0312126 | Time: 1873.93 ms
[2021-11-19 08:03:44 main:581] : INFO : Epoch 2041 | loss: 0.0311044 | val_loss: 0.0312228 | Time: 1876.56 ms
[2021-11-19 08:03:46 main:581] : INFO : Epoch 2042 | loss: 0.0311012 | val_loss: 0.0312204 | Time: 1871.76 ms
[2021-11-19 08:03:48 main:581] : INFO : Epoch 2043 | loss: 0.0310996 | val_loss: 0.0312111 | Time: 1903.63 ms
[2021-11-19 08:03:49 main:581] : INFO : Epoch 2044 | loss: 0.0311118 | val_loss: 0.0312217 | Time: 1884.42 ms
[2021-11-19 08:03:51 main:581] : INFO : Epoch 2045 | loss: 0.0311082 | val_loss: 0.0312129 | Time: 1887.61 ms
[2021-11-19 08:03:53 main:581] : INFO : Epoch 2046 | loss: 0.031107 | val_loss: 0.0312117 | Time: 1896.25 ms
[2021-11-19 08:03:55 main:581] : INFO : Epoch 2047 | loss: 0.0311088 | val_loss: 0.0312242 | Time: 1880.62 ms
[2021-11-19 08:03:57 main:581] : INFO : Epoch 2048 | loss: 0.0311015 | val_loss: 0.0312176 | Time: 1891.48 ms
[2021-11-19 08:03:57 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312176
[2021-11-19 08:03:57 main:610] : INFO : Saving end state to config to file
[2021-11-19 08:03:57 main:615] : INFO : Success, exiting..
08:03:57 (5536): 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)