Task 8567355
| Name | ParityModified-1634619367-10712-2_2 |
| Workunit | 5963141 |
| Created | 1 Nov 2021, 17:53:49 UTC |
| Sent | 1 Nov 2021, 19:22:22 UTC |
| Report deadline | 8 Nov 2021, 19:22:22 UTC |
| Received | 2 Nov 2021, 9:35:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16170 |
| Run time | 1 hours 5 min 9 sec |
| CPU time | 1 hours 5 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.07 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 581] : INFO : Epoch 1538 | loss: 0.0311123 | val_loss: 0.0311309 | Time: 1939.81 ms [2021-11-02 05:19:10 main:581] : INFO : Epoch 1539 | loss: 0.0311107 | val_loss: 0.0311327 | Time: 1925.85 ms [2021-11-02 05:19:12 main:581] : INFO : Epoch 1540 | loss: 0.0311088 | val_loss: 0.0311326 | Time: 1916.9 ms [2021-11-02 05:19:14 main:581] : INFO : Epoch 1541 | loss: 0.0311091 | val_loss: 0.0311325 | Time: 1910.01 ms [2021-11-02 05:19:16 main:581] : INFO : Epoch 1542 | loss: 0.0311083 | val_loss: 0.0311303 | Time: 1900.24 ms [2021-11-02 05:19:18 main:581] : INFO : Epoch 1543 | loss: 0.0311325 | val_loss: 0.031142 | Time: 1907.05 ms [2021-11-02 05:19:20 main:581] : INFO : Epoch 1544 | loss: 0.0311345 | val_loss: 0.031139 | Time: 1908.01 ms [2021-11-02 05:19:21 main:581] : INFO : Epoch 1545 | loss: 0.0311288 | val_loss: 0.0311401 | Time: 1856.57 ms [2021-11-02 05:19:23 main:581] : INFO : Epoch 1546 | loss: 0.0311274 | val_loss: 0.0311412 | Time: 1849.71 ms [2021-11-02 05:19:25 main:581] : INFO : Epoch 1547 | loss: 0.0311377 | val_loss: 0.0311615 | Time: 1839.58 ms [2021-11-02 05:19:27 main:581] : INFO : Epoch 1548 | loss: 0.0311594 | val_loss: 0.0311572 | Time: 1837.05 ms [2021-11-02 05:19:29 main:581] : INFO : Epoch 1549 | loss: 0.0311545 | val_loss: 0.031149 | Time: 1844.71 ms [2021-11-02 05:19:31 main:581] : INFO : Epoch 1550 | loss: 0.031147 | val_loss: 0.0311474 | Time: 1845.07 ms [2021-11-02 05:19:33 main:581] : INFO : Epoch 1551 | loss: 0.0311401 | val_loss: 0.0311457 | Time: 1843.34 ms [2021-11-02 05:19:34 main:581] : INFO : Epoch 1552 | loss: 0.0311325 | val_loss: 0.0311426 | Time: 1845.59 ms [2021-11-02 05:19:36 main:581] : INFO : Epoch 1553 | loss: 0.0311345 | val_loss: 0.0311526 | Time: 1893.84 ms [2021-11-02 05:19:38 main:581] : INFO : Epoch 1554 | loss: 0.0311298 | val_loss: 0.0311394 | Time: 1938.72 ms [2021-11-02 05:19:40 main:581] : INFO : Epoch 1555 | loss: 0.0311265 | val_loss: 0.031137 | Time: 1937.36 ms [2021-11-02 05:19:42 main:581] : INFO : Epoch 1556 | loss: 0.0311231 | val_loss: 0.0311388 | Time: 1853.59 ms [2021-11-02 05:19:44 main:581] : INFO : Epoch 1557 | loss: 0.0311239 | val_loss: 0.0311369 | Time: 1842.88 ms [2021-11-02 05:19:46 main:581] : INFO : Epoch 1558 | loss: 0.0311187 | val_loss: 0.0311342 | Time: 1838.85 ms [2021-11-02 05:19:48 main:581] : INFO : Epoch 1559 | loss: 0.0311178 | val_loss: 0.0311314 | Time: 1926.28 ms [2021-11-02 05:19:50 main:581] : INFO : Epoch 1560 | loss: 0.0311169 | val_loss: 0.0311348 | Time: 1942.53 ms [2021-11-02 05:19:52 main:581] : INFO : Epoch 1561 | loss: 0.0311165 | val_loss: 0.0311355 | Time: 1934.27 ms [2021-11-02 05:19:53 main:581] : INFO : Epoch 1562 | loss: 0.0311147 | val_loss: 0.0311319 | Time: 1932.74 ms [2021-11-02 05:19:55 main:581] : INFO : Epoch 1563 | loss: 0.0311138 | val_loss: 0.0311313 | Time: 1932.03 ms [2021-11-02 05:19:57 main:581] : INFO : Epoch 1564 | loss: 0.0311125 | val_loss: 0.03113 | Time: 1936.01 ms [2021-11-02 05:19:59 main:581] : INFO : Epoch 1565 | loss: 0.0311109 | val_loss: 0.031131 | Time: 1932.22 ms [2021-11-02 05:20:01 main:581] : INFO : Epoch 1566 | loss: 0.0311106 | val_loss: 0.0311324 | Time: 1944.41 ms [2021-11-02 05:20:03 main:581] : INFO : Epoch 1567 | loss: 0.0311125 | val_loss: 0.0311255 | Time: 1937.22 ms [2021-11-02 05:20:05 main:581] : INFO : Epoch 1568 | loss: 0.0311099 | val_loss: 0.0311332 | Time: 1925.32 ms [2021-11-02 05:20:07 main:581] : INFO : Epoch 1569 | loss: 0.0311088 | val_loss: 0.0311319 | Time: 1929 ms [2021-11-02 05:20:09 main:581] : INFO : Epoch 1570 | loss: 0.0311077 | val_loss: 0.0311327 | Time: 1894.4 ms [2021-11-02 05:20:11 main:581] : INFO : Epoch 1571 | loss: 0.0311052 | val_loss: 0.0311351 | Time: 1894.06 ms [2021-11-02 05:20:13 main:581] : INFO : Epoch 1572 | loss: 0.031114 | val_loss: 0.0311344 | Time: 1932.33 ms [2021-11-02 05:20:15 main:581] : INFO : Epoch 1573 | loss: 0.0311145 | val_loss: 0.0311302 | Time: 1946.27 ms [2021-11-02 05:20:17 main:581] : INFO : Epoch 1574 | loss: 0.0311143 | val_loss: 0.0311272 | Time: 1936.16 ms [2021-11-02 05:20:18 main:581] : INFO : Epoch 1575 | loss: 0.0311121 | val_loss: 0.0311379 | Time: 1916.32 ms [2021-11-02 05:20:20 main:581] : INFO : Epoch 1576 | loss: 0.0311113 | val_loss: 0.0311287 | Time: 1875.54 ms [2021-11-02 05:20:22 main:581] : INFO : Epoch 1577 | loss: 0.0311263 | val_loss: 0.0311472 | Time: 1917.45 ms [2021-11-02 05:20:24 main:581] : INFO : Epoch 1578 | loss: 0.0311211 | val_loss: 0.0311412 | Time: 1916.79 ms [2021-11-02 05:20:26 main:581] : INFO : Epoch 1579 | loss: 0.0311153 | val_loss: 0.0311378 | Time: 1896.41 ms [2021-11-02 05:20:28 main:581] : INFO : Epoch 1580 | loss: 0.0311116 | val_loss: 0.0311285 | Time: 1896.3 ms [2021-11-02 05:20:30 main:581] : INFO : Epoch 1581 | loss: 0.0311088 | val_loss: 0.0311305 | Time: 1907.23 ms [2021-11-02 05:20:32 main:581] : INFO : Epoch 1582 | loss: 0.0311084 | val_loss: 0.0311302 | Time: 1915.56 ms [2021-11-02 05:20:34 main:581] : INFO : Epoch 1583 | loss: 0.0311083 | val_loss: 0.0311263 | Time: 1941.1 ms [2021-11-02 05:20:36 main:581] : INFO : Epoch 1584 | loss: 0.0311052 | val_loss: 0.0311317 | Time: 1940.17 ms [2021-11-02 05:20:38 main:581] : INFO : Epoch 1585 | loss: 0.0311089 | val_loss: 0.03113 | Time: 1938.69 ms [2021-11-02 05:20:40 main:581] : INFO : Epoch 1586 | loss: 0.0311066 | val_loss: 0.0311267 | Time: 1954.28 ms [2021-11-02 05:20:42 main:581] : INFO : Epoch 1587 | loss: 0.0311045 | val_loss: 0.0311322 | Time: 1922.09 ms [2021-11-02 05:20:43 main:581] : INFO : Epoch 1588 | loss: 0.0311063 | val_loss: 0.0311315 | Time: 1913.41 ms [2021-11-02 05:20:45 main:581] : INFO : Epoch 1589 | loss: 0.0311055 | val_loss: 0.0311305 | Time: 1932.56 ms [2021-11-02 05:20:47 main:581] : INFO : Epoch 1590 | loss: 0.0311034 | val_loss: 0.0311249 | Time: 1895.16 ms [2021-11-02 05:20:49 main:581] : INFO : Epoch 1591 | loss: 0.0311021 | val_loss: 0.0311294 | Time: 1902.78 ms [2021-11-02 05:20:51 main:581] : INFO : Epoch 1592 | loss: 0.0311066 | val_loss: 0.0311234 | Time: 1872.81 ms [2021-11-02 05:20:53 main:581] : INFO : Epoch 1593 | loss: 0.031107 | val_loss: 0.0311252 | Time: 1900.59 ms [2021-11-02 05:20:55 main:581] : INFO : Epoch 1594 | loss: 0.0311044 | val_loss: 0.0311288 | Time: 1934.19 ms [2021-11-02 05:20:57 main:581] : INFO : Epoch 1595 | loss: 0.0311039 | val_loss: 0.0311294 | Time: 1921.28 ms [2021-11-02 05:20:59 main:581] : INFO : Epoch 1596 | loss: 0.0311015 | val_loss: 0.0311291 | Time: 1941.53 ms [2021-11-02 05:21:01 main:581] : INFO : Epoch 1597 | loss: 0.0310994 | val_loss: 0.031125 | Time: 1945.84 ms [2021-11-02 05:21:03 main:581] : INFO : Epoch 1598 | loss: 0.0310994 | val_loss: 0.0311268 | Time: 1950.65 ms [2021-11-02 05:21:05 main:581] : INFO : Epoch 1599 | loss: 0.0310975 | val_loss: 0.0311242 | Time: 1936.22 ms [2021-11-02 05:21:06 main:581] : INFO : Epoch 1600 | loss: 0.0311006 | val_loss: 0.0311258 | Time: 1920.93 ms [2021-11-02 05:21:08 main:581] : INFO : Epoch 1601 | loss: 0.0310992 | val_loss: 0.0311257 | Time: 1916.83 ms [2021-11-02 05:21:10 main:581] : INFO : Epoch 1602 | loss: 0.0310987 | val_loss: 0.0311265 | Time: 1940.67 ms [2021-11-02 05:21:12 main:581] : INFO : Epoch 1603 | loss: 0.0310968 | val_loss: 0.0311298 | Time: 1924.9 ms [2021-11-02 05:21:14 main:581] : INFO : Epoch 1604 | loss: 0.031094 | val_loss: 0.0311272 | Time: 1899.37 ms [2021-11-02 05:21:16 main:581] : INFO : Epoch 1605 | loss: 0.0311012 | val_loss: 0.031129 | Time: 1913.18 ms [2021-11-02 05:21:18 main:581] : INFO : Epoch 1606 | loss: 0.031104 | val_loss: 0.0311319 | Time: 1915.76 ms [2021-11-02 05:21:20 main:581] : INFO : Epoch 1607 | loss: 0.0311085 | val_loss: 0.0311329 | Time: 1913.65 ms [2021-11-02 05:21:22 main:581] : INFO : Epoch 1608 | loss: 0.0311013 | val_loss: 0.0311256 | Time: 1900.51 ms [2021-11-02 05:21:24 main:581] : INFO : Epoch 1609 | loss: 0.0310981 | val_loss: 0.0311284 | Time: 1903.97 ms [2021-11-02 05:21:26 main:581] : INFO : Epoch 1610 | loss: 0.0310963 | val_loss: 0.0311277 | Time: 1904.68 ms [2021-11-02 05:21:28 main:581] : INFO : Epoch 1611 | loss: 0.0310996 | val_loss: 0.0311262 | Time: 1943.35 ms [2021-11-02 05:21:30 main:581] : INFO : Epoch 1612 | loss: 0.0310964 | val_loss: 0.0311258 | Time: 1938.86 ms [2021-11-02 05:21:31 main:581] : INFO : Epoch 1613 | loss: 0.0310974 | val_loss: 0.0311235 | Time: 1830.97 ms [2021-11-02 05:21:33 main:581] : INFO : Epoch 1614 | loss: 0.0310993 | val_loss: 0.0311275 | Time: 1934.19 ms [2021-11-02 05:21:35 main:581] : INFO : Epoch 1615 | loss: 0.0311094 | val_loss: 0.0311406 | Time: 1969.59 ms [2021-11-02 05:21:37 main:581] : INFO : Epoch 1616 | loss: 0.031121 | val_loss: 0.0311291 | Time: 1926.42 ms [2021-11-02 05:21:39 main:581] : INFO : Epoch 1617 | loss: 0.0311016 | val_loss: 0.0311334 | Time: 1917.46 ms [2021-11-02 05:21:41 main:581] : INFO : Epoch 1618 | loss: 0.0310975 | val_loss: 0.0311304 | Time: 1939.38 ms [2021-11-02 05:21:43 main:581] : INFO : Epoch 1619 | loss: 0.0310947 | val_loss: 0.0311308 | Time: 1933.92 ms [2021-11-02 05:21:45 main:581] : INFO : Epoch 1620 | loss: 0.0310939 | val_loss: 0.0311275 | Time: 1932.7 ms [2021-11-02 05:21:47 main:581] : INFO : Epoch 1621 | loss: 0.0310936 | val_loss: 0.0311286 | Time: 1919.05 ms [2021-11-02 05:21:49 main:581] : INFO : Epoch 1622 | loss: 0.0310925 | val_loss: 0.0311298 | Time: 1927.09 ms [2021-11-02 05:21:51 main:581] : INFO : Epoch 1623 | loss: 0.0310948 | val_loss: 0.0311382 | Time: 1928.39 ms [2021-11-02 05:21:53 main:581] : INFO : Epoch 1624 | loss: 0.0310968 | val_loss: 0.0311312 | Time: 1930.21 ms [2021-11-02 05:21:55 main:581] : INFO : Epoch 1625 | loss: 0.0310944 | val_loss: 0.031135 | Time: 1932.79 ms [2021-11-02 05:21:56 main:581] : INFO : Epoch 1626 | loss: 0.031093 | val_loss: 0.0311338 | Time: 1933 ms [2021-11-02 05:21:58 main:581] : INFO : Epoch 1627 | loss: 0.0310903 | val_loss: 0.0311304 | Time: 1934.07 ms [2021-11-02 05:22:00 main:581] : INFO : Epoch 1628 | loss: 0.0310934 | val_loss: 0.0311309 | Time: 1922.39 ms [2021-11-02 05:22:02 main:581] : INFO : Epoch 1629 | loss: 0.0310949 | val_loss: 0.0311281 | Time: 1922.98 ms [2021-11-02 05:22:04 main:581] : INFO : Epoch 1630 | loss: 0.031094 | val_loss: 0.0311276 | Time: 1867.61 ms [2021-11-02 05:22:06 main:581] : INFO : Epoch 1631 | loss: 0.0310926 | val_loss: 0.0311346 | Time: 1863.3 ms [2021-11-02 05:22:08 main:581] : INFO : Epoch 1632 | loss: 0.0310919 | val_loss: 0.0311344 | Time: 1832.74 ms [2021-11-02 05:22:10 main:581] : INFO : Epoch 1633 | loss: 0.0311092 | val_loss: 0.0311313 | Time: 1831.91 ms [2021-11-02 05:22:11 main:581] : INFO : Epoch 1634 | loss: 0.0311095 | val_loss: 0.0311236 | Time: 1845.47 ms [2021-11-02 05:22:13 main:581] : INFO : Epoch 1635 | loss: 0.0311099 | val_loss: 0.0311274 | Time: 1845.03 ms [2021-11-02 05:22:15 main:581] : INFO : Epoch 1636 | loss: 0.0311047 | val_loss: 0.0311309 | Time: 1841.7 ms [2021-11-02 05:22:17 main:581] : INFO : Epoch 1637 | loss: 0.0311062 | val_loss: 0.0311281 | Time: 1834.71 ms [2021-11-02 05:22:19 main:581] : INFO : Epoch 1638 | loss: 0.0311044 | val_loss: 0.0311333 | Time: 1846.46 ms [2021-11-02 05:22:21 main:581] : INFO : Epoch 1639 | loss: 0.0311153 | val_loss: 0.0311286 | Time: 1879.44 ms [2021-11-02 05:22:23 main:581] : INFO : Epoch 1640 | loss: 0.03111 | val_loss: 0.03113 | Time: 1936.54 ms [2021-11-02 05:22:25 main:581] : INFO : Epoch 1641 | loss: 0.0311025 | val_loss: 0.0311247 | Time: 1944.02 ms [2021-11-02 05:22:27 main:581] : INFO : Epoch 1642 | loss: 0.0311015 | val_loss: 0.0311274 | Time: 1911.74 ms [2021-11-02 05:22:28 main:581] : INFO : Epoch 1643 | loss: 0.0311011 | val_loss: 0.0311345 | Time: 1868.73 ms [2021-11-02 05:22:30 main:581] : INFO : Epoch 1644 | loss: 0.0311101 | val_loss: 0.0311322 | Time: 1894.32 ms [2021-11-02 05:22:32 main:581] : INFO : Epoch 1645 | loss: 0.0311135 | val_loss: 0.0311429 | Time: 1872.24 ms [2021-11-02 05:22:34 main:581] : INFO : Epoch 1646 | loss: 0.0311086 | val_loss: 0.0311319 | Time: 1888.68 ms [2021-11-02 05:22:36 main:581] : INFO : Epoch 1647 | loss: 0.0311043 | val_loss: 0.0311296 | Time: 1941.15 ms [2021-11-02 05:22:38 main:581] : INFO : Epoch 1648 | loss: 0.0311076 | val_loss: 0.0311355 | Time: 1924.52 ms [2021-11-02 05:22:40 main:581] : INFO : Epoch 1649 | loss: 0.0311078 | val_loss: 0.0311339 | Time: 1946.1 ms [2021-11-02 05:22:42 main:581] : INFO : Epoch 1650 | loss: 0.0311096 | val_loss: 0.031135 | Time: 1866.86 ms [2021-11-02 05:22:44 main:581] : INFO : Epoch 1651 | loss: 0.0311024 | val_loss: 0.0311286 | Time: 1867.83 ms [2021-11-02 05:22:45 main:581] : INFO : Epoch 1652 | loss: 0.0311001 | val_loss: 0.0311232 | Time: 1871.88 ms [2021-11-02 05:22:47 main:581] : INFO : Epoch 1653 | loss: 0.0311035 | val_loss: 0.0311361 | Time: 1894.66 ms [2021-11-02 05:22:49 main:581] : INFO : Epoch 1654 | loss: 0.0311042 | val_loss: 0.0311293 | Time: 1867.33 ms [2021-11-02 05:22:51 main:581] : INFO : Epoch 1655 | loss: 0.0310994 | val_loss: 0.0311287 | Time: 1876.92 ms [2021-11-02 05:22:53 main:581] : INFO : Epoch 1656 | loss: 0.0310968 | val_loss: 0.0311291 | Time: 1887.07 ms [2021-11-02 05:22:55 main:581] : INFO : Epoch 1657 | loss: 0.0310976 | val_loss: 0.031131 | Time: 1872.63 ms [2021-11-02 05:22:57 main:581] : INFO : Epoch 1658 | loss: 0.0310958 | val_loss: 0.0311292 | Time: 1888 ms [2021-11-02 05:22:59 main:581] : INFO : Epoch 1659 | loss: 0.0310952 | val_loss: 0.0311216 | Time: 1884.38 ms [2021-11-02 05:23:01 main:581] : INFO : Epoch 1660 | loss: 0.0310953 | val_loss: 0.031127 | Time: 1935.74 ms [2021-11-02 05:23:03 main:581] : INFO : Epoch 1661 | loss: 0.0311021 | val_loss: 0.0311464 | Time: 1942.07 ms [2021-11-02 05:23:04 main:581] : INFO : Epoch 1662 | loss: 0.0310992 | val_loss: 0.0311274 | Time: 1887.61 ms [2021-11-02 05:23:06 main:581] : INFO : Epoch 1663 | loss: 0.031095 | val_loss: 0.031127 | Time: 1847.97 ms [2021-11-02 05:23:08 main:581] : INFO : Epoch 1664 | loss: 0.0310945 | val_loss: 0.0311324 | Time: 1857.31 ms [2021-11-02 05:23:10 main:581] : INFO : Epoch 1665 | loss: 0.0310974 | val_loss: 0.031127 | Time: 1901.46 ms [2021-11-02 05:23:12 main:581] : INFO : Epoch 1666 | loss: 0.0310959 | val_loss: 0.0311271 | Time: 1898.77 ms [2021-11-02 05:23:14 main:581] : INFO : Epoch 1667 | loss: 0.0310985 | val_loss: 0.0311417 | Time: 1949.94 ms [2021-11-02 05:23:16 main:581] : INFO : Epoch 1668 | loss: 0.0310911 | val_loss: 0.0311251 | Time: 1931.73 ms [2021-11-02 05:23:18 main:581] : INFO : Epoch 1669 | loss: 0.03109 | val_loss: 0.0311246 | Time: 1923.99 ms [2021-11-02 05:23:20 main:581] : INFO : Epoch 1670 | loss: 0.0310955 | val_loss: 0.0311268 | Time: 1916.83 ms [2021-11-02 05:23:22 main:581] : INFO : Epoch 1671 | loss: 0.0311022 | val_loss: 0.0311269 | Time: 1916.5 ms [2021-11-02 05:23:24 main:581] : INFO : Epoch 1672 | loss: 0.0311133 | val_loss: 0.0311318 | Time: 1940.82 ms [2021-11-02 05:23:25 main:581] : INFO : Epoch 1673 | loss: 0.0311104 | val_loss: 0.0311336 | Time: 1940.08 ms [2021-11-02 05:23:27 main:581] : INFO : Epoch 1674 | loss: 0.0311055 | val_loss: 0.0311296 | Time: 1931.73 ms [2021-11-02 05:23:29 main:581] : INFO : Epoch 1675 | loss: 0.0311025 | val_loss: 0.0311326 | Time: 1929.4 ms [2021-11-02 05:23:31 main:581] : INFO : Epoch 1676 | loss: 0.0311003 | val_loss: 0.0311278 | Time: 1936.43 ms [2021-11-02 05:23:33 main:581] : INFO : Epoch 1677 | loss: 0.0310974 | val_loss: 0.031124 | Time: 1931.35 ms [2021-11-02 05:23:35 main:581] : INFO : Epoch 1678 | loss: 0.0310982 | val_loss: 0.0311226 | Time: 1922.42 ms [2021-11-02 05:23:37 main:581] : INFO : Epoch 1679 | loss: 0.0310984 | val_loss: 0.0311299 | Time: 1905.45 ms [2021-11-02 05:23:39 main:581] : INFO : Epoch 1680 | loss: 0.031097 | val_loss: 0.0311312 | Time: 1935.71 ms [2021-11-02 05:23:41 main:581] : INFO : Epoch 1681 | loss: 0.031095 | val_loss: 0.0311256 | Time: 1879.24 ms [2021-11-02 05:23:43 main:581] : INFO : Epoch 1682 | loss: 0.0310924 | val_loss: 0.0311251 | Time: 1909.26 ms [2021-11-02 05:23:45 main:581] : INFO : Epoch 1683 | loss: 0.0310946 | val_loss: 0.0311274 | Time: 1908.51 ms [2021-11-02 05:23:47 main:581] : INFO : Epoch 1684 | loss: 0.0310934 | val_loss: 0.0311266 | Time: 1917.03 ms [2021-11-02 05:23:48 main:581] : INFO : Epoch 1685 | loss: 0.0310935 | val_loss: 0.0311293 | Time: 1946.85 ms [2021-11-02 05:23:50 main:581] : INFO : Epoch 1686 | loss: 0.0310927 | val_loss: 0.0311362 | Time: 1922.79 ms [2021-11-02 05:23:52 main:581] : INFO : Epoch 1687 | loss: 0.0310974 | val_loss: 0.0311396 | Time: 1942.98 ms [2021-11-02 05:23:54 main:581] : INFO : Epoch 1688 | loss: 0.0310964 | val_loss: 0.0311262 | Time: 1878.51 ms [2021-11-02 05:23:56 main:581] : INFO : Epoch 1689 | loss: 0.0310904 | val_loss: 0.0311316 | Time: 1956.78 ms [2021-11-02 05:23:58 main:581] : INFO : Epoch 1690 | loss: 0.0310964 | val_loss: 0.0311238 | Time: 1991.3 ms [2021-11-02 05:24:00 main:581] : INFO : Epoch 1691 | loss: 0.0310984 | val_loss: 0.0311273 | Time: 1968.77 ms [2021-11-02 05:24:02 main:581] : INFO : Epoch 1692 | loss: 0.0310975 | val_loss: 0.031122 | Time: 1941.49 ms [2021-11-02 05:24:04 main:581] : INFO : Epoch 1693 | loss: 0.0310946 | val_loss: 0.031124 | Time: 1938.53 ms [2021-11-02 05:24:06 main:581] : INFO : Epoch 1694 | loss: 0.0310973 | val_loss: 0.0311233 | Time: 1967.65 ms [2021-11-02 05:24:08 main:581] : INFO : Epoch 1695 | loss: 0.0310917 | val_loss: 0.0311309 | Time: 1942.63 ms [2021-11-02 05:24:10 main:581] : INFO : Epoch 1696 | loss: 0.0310907 | val_loss: 0.0311251 | Time: 1941.27 ms [2021-11-02 05:24:12 main:581] : INFO : Epoch 1697 | loss: 0.0310904 | val_loss: 0.0311233 | Time: 1936.42 ms [2021-11-02 05:24:14 main:581] : INFO : Epoch 1698 | loss: 0.0310901 | val_loss: 0.031121 | Time: 1933.26 ms [2021-11-02 05:24:16 main:581] : INFO : Epoch 1699 | loss: 0.0310887 | val_loss: 0.0311211 | Time: 1932.18 ms [2021-11-02 05:24:18 main:581] : INFO : Epoch 1700 | loss: 0.0310897 | val_loss: 0.0311202 | Time: 1892.36 ms [2021-11-02 05:24:19 main:581] : INFO : Epoch 1701 | loss: 0.0310914 | val_loss: 0.0311246 | Time: 1877.67 ms [2021-11-02 05:24:21 main:581] : INFO : Epoch 1702 | loss: 0.0310918 | val_loss: 0.0311323 | Time: 1928.88 ms [2021-11-02 05:24:23 main:581] : INFO : Epoch 1703 | loss: 0.0310899 | val_loss: 0.0311282 | Time: 1943.26 ms [2021-11-02 05:24:25 main:581] : INFO : Epoch 1704 | loss: 0.0310985 | val_loss: 0.0311261 | Time: 1944.25 ms [2021-11-02 05:24:27 main:581] : INFO : Epoch 1705 | loss: 0.0311086 | val_loss: 0.0311254 | Time: 1947.79 ms [2021-11-02 05:24:29 main:581] : INFO : Epoch 1706 | loss: 0.0311017 | val_loss: 0.0311211 | Time: 1931.8 ms [2021-11-02 05:24:31 main:581] : INFO : Epoch 1707 | loss: 0.0310977 | val_loss: 0.0311232 | Time: 1933.92 ms [2021-11-02 05:24:33 main:581] : INFO : Epoch 1708 | loss: 0.0310924 | val_loss: 0.0311277 | Time: 1946.91 ms [2021-11-02 05:24:35 main:581] : INFO : Epoch 1709 | loss: 0.0310933 | val_loss: 0.0311233 | Time: 1956.68 ms [2021-11-02 05:24:37 main:581] : INFO : Epoch 1710 | loss: 0.031092 | val_loss: 0.0311238 | Time: 1901.94 ms [2021-11-02 05:24:39 main:581] : INFO : Epoch 1711 | loss: 0.0310915 | val_loss: 0.0311229 | Time: 1871.94 ms [2021-11-02 05:24:41 main:581] : INFO : Epoch 1712 | loss: 0.0310903 | val_loss: 0.0311268 | Time: 1875.16 ms [2021-11-02 05:24:43 main:581] : INFO : Epoch 1713 | loss: 0.0310912 | val_loss: 0.0311224 | Time: 1901.86 ms [2021-11-02 05:24:44 main:581] : INFO : Epoch 1714 | loss: 0.0310959 | val_loss: 0.0311245 | Time: 1917.53 ms [2021-11-02 05:24:46 main:581] : INFO : Epoch 1715 | loss: 0.0310982 | val_loss: 0.0311348 | Time: 1918.05 ms [2021-11-02 05:24:48 main:581] : INFO : Epoch 1716 | loss: 0.0310892 | val_loss: 0.0311226 | Time: 1922.18 ms [2021-11-02 05:24:50 main:581] : INFO : Epoch 1717 | loss: 0.0310901 | val_loss: 0.0311247 | Time: 1896.04 ms [2021-11-02 05:24:52 main:581] : INFO : Epoch 1718 | loss: 0.031096 | val_loss: 0.0311204 | Time: 1868.27 ms [2021-11-02 05:24:54 main:581] : INFO : Epoch 1719 | loss: 0.031093 | val_loss: 0.0311266 | Time: 1867.82 ms [2021-11-02 05:24:56 main:581] : INFO : Epoch 1720 | loss: 0.0310894 | val_loss: 0.0311226 | Time: 1875.7 ms [2021-11-02 05:24:58 main:581] : INFO : Epoch 1721 | loss: 0.0310888 | val_loss: 0.0311207 | Time: 1913.93 ms [2021-11-02 05:25:00 main:581] : INFO : Epoch 1722 | loss: 0.0310855 | val_loss: 0.0311295 | Time: 1925.15 ms [2021-11-02 05:25:02 main:581] : INFO : Epoch 1723 | loss: 0.0310964 | val_loss: 0.0311246 | Time: 1930.55 ms [2021-11-02 05:25:04 main:581] : INFO : Epoch 1724 | loss: 0.0311004 | val_loss: 0.031126 | Time: 1929.64 ms [2021-11-02 05:25:05 main:581] : INFO : Epoch 1725 | loss: 0.0311024 | val_loss: 0.0311237 | Time: 1936.05 ms [2021-11-02 05:25:07 main:581] : INFO : Epoch 1726 | loss: 0.0310982 | val_loss: 0.0311249 | Time: 1935.42 ms [2021-11-02 05:25:09 main:581] : INFO : Epoch 1727 | loss: 0.0310966 | val_loss: 0.0311258 | Time: 1944.24 ms [2021-11-02 05:25:11 main:581] : INFO : Epoch 1728 | loss: 0.0310933 | val_loss: 0.0311234 | Time: 1959.74 ms [2021-11-02 05:25:13 main:581] : INFO : Epoch 1729 | loss: 0.0310922 | val_loss: 0.0311205 | Time: 1941.16 ms [2021-11-02 05:25:15 main:581] : INFO : Epoch 1730 | loss: 0.0310888 | val_loss: 0.031124 | Time: 1932.59 ms [2021-11-02 05:25:17 main:581] : INFO : Epoch 1731 | loss: 0.0310917 | val_loss: 0.0311239 | Time: 1966.88 ms [2021-11-02 05:25:19 main:581] : INFO : Epoch 1732 | loss: 0.0310943 | val_loss: 0.0311283 | Time: 1928.23 ms [2021-11-02 05:25:21 main:581] : INFO : Epoch 1733 | loss: 0.0311091 | val_loss: 0.0311244 | Time: 1936.13 ms [2021-11-02 05:25:23 main:581] : INFO : Epoch 1734 | loss: 0.0311056 | val_loss: 0.0311234 | Time: 1936.59 ms [2021-11-02 05:25:25 main:581] : INFO : Epoch 1735 | loss: 0.0310995 | val_loss: 0.0311232 | Time: 1933.03 ms [2021-11-02 05:25:27 main:581] : INFO : Epoch 1736 | loss: 0.0310964 | val_loss: 0.0311224 | Time: 1930.66 ms [2021-11-02 05:25:29 main:581] : INFO : Epoch 1737 | loss: 0.0310951 | val_loss: 0.0311226 | Time: 1916.21 ms [2021-11-02 05:25:31 main:581] : INFO : Epoch 1738 | loss: 0.0310951 | val_loss: 0.0311286 | Time: 1924.28 ms [2021-11-02 05:25:33 main:581] : INFO : Epoch 1739 | loss: 0.0310954 | val_loss: 0.0311266 | Time: 1929.19 ms [2021-11-02 05:25:35 main:581] : INFO : Epoch 1740 | loss: 0.0310977 | val_loss: 0.0311264 | Time: 1932.06 ms [2021-11-02 05:25:36 main:581] : INFO : Epoch 1741 | loss: 0.0310974 | val_loss: 0.0311269 | Time: 1936.68 ms [2021-11-02 05:25:38 main:581] : INFO : Epoch 1742 | loss: 0.0310934 | val_loss: 0.0311293 | Time: 1936.02 ms [2021-11-02 05:25:40 main:581] : INFO : Epoch 1743 | loss: 0.0310886 | val_loss: 0.0311268 | Time: 1949.74 ms [2021-11-02 05:25:42 main:581] : INFO : Epoch 1744 | loss: 0.0310846 | val_loss: 0.0311277 | Time: 1924.12 ms [2021-11-02 05:25:44 main:581] : INFO : Epoch 1745 | loss: 0.0310858 | val_loss: 0.0311238 | Time: 1850.4 ms [2021-11-02 05:25:46 main:581] : INFO : Epoch 1746 | loss: 0.0310873 | val_loss: 0.0311271 | Time: 1915.75 ms [2021-11-02 05:25:48 main:581] : INFO : Epoch 1747 | loss: 0.0310962 | val_loss: 0.0311251 | Time: 1877.92 ms [2021-11-02 05:25:50 main:581] : INFO : Epoch 1748 | loss: 0.0310996 | val_loss: 0.0311302 | Time: 1945.39 ms [2021-11-02 05:25:52 main:581] : INFO : Epoch 1749 | loss: 0.0311079 | val_loss: 0.0311299 | Time: 1975.77 ms [2021-11-02 05:25:54 main:581] : INFO : Epoch 1750 | loss: 0.0310992 | val_loss: 0.0311253 | Time: 1926.57 ms [2021-11-02 05:25:56 main:581] : INFO : Epoch 1751 | loss: 0.0310937 | val_loss: 0.0311168 | Time: 1846.45 ms [2021-11-02 05:25:57 main:581] : INFO : Epoch 1752 | loss: 0.0310923 | val_loss: 0.0311233 | Time: 1900.71 ms [2021-11-02 05:25:59 main:581] : INFO : Epoch 1753 | loss: 0.0310859 | val_loss: 0.0311176 | Time: 1928.45 ms [2021-11-02 05:26:01 main:581] : INFO : Epoch 1754 | loss: 0.0310863 | val_loss: 0.0311256 | Time: 1928.65 ms [2021-11-02 05:26:03 main:581] : INFO : Epoch 1755 | loss: 0.0310868 | val_loss: 0.0311342 | Time: 1928.24 ms [2021-11-02 05:26:05 main:581] : INFO : Epoch 1756 | loss: 0.0310917 | val_loss: 0.0311226 | Time: 1926.06 ms [2021-11-02 05:26:07 main:581] : INFO : Epoch 1757 | loss: 0.0310911 | val_loss: 0.0311176 | Time: 1925.98 ms [2021-11-02 05:26:09 main:581] : INFO : Epoch 1758 | loss: 0.0310933 | val_loss: 0.0311191 | Time: 1899.75 ms [2021-11-02 05:26:11 main:581] : INFO : Epoch 1759 | loss: 0.0310874 | val_loss: 0.0311376 | Time: 1911.92 ms [2021-11-02 05:26:13 main:581] : INFO : Epoch 1760 | loss: 0.0310902 | val_loss: 0.0311191 | Time: 1931.45 ms [2021-11-02 05:26:15 main:581] : INFO : Epoch 1761 | loss: 0.0310861 | val_loss: 0.0311201 | Time: 1950.29 ms [2021-11-02 05:26:17 main:581] : INFO : Epoch 1762 | loss: 0.0310848 | val_loss: 0.0311188 | Time: 1940.37 ms [2021-11-02 05:26:19 main:581] : INFO : Epoch 1763 | loss: 0.0310834 | val_loss: 0.0311176 | Time: 1939.7 ms [2021-11-02 05:26:21 main:581] : INFO : Epoch 1764 | loss: 0.0310816 | val_loss: 0.0311168 | Time: 1879.18 ms [2021-11-02 05:26:22 main:581] : INFO : Epoch 1765 | loss: 0.0310802 | val_loss: 0.0311202 | Time: 1847.58 ms [2021-11-02 05:26:24 main:581] : INFO : Epoch 1766 | loss: 0.0310831 | val_loss: 0.0311203 | Time: 1845.99 ms [2021-11-02 05:26:26 main:581] : INFO : Epoch 1767 | loss: 0.0310797 | val_loss: 0.0311258 | Time: 1899.9 ms [2021-11-02 05:26:28 main:581] : INFO : Epoch 1768 | loss: 0.0310759 | val_loss: 0.0311249 | Time: 1944.54 ms [2021-11-02 05:26:30 main:581] : INFO : Epoch 1769 | loss: 0.0310735 | val_loss: 0.0311279 | Time: 1918.75 ms [2021-11-02 05:26:32 main:581] : INFO : Epoch 1770 | loss: 0.0310743 | val_loss: 0.0311237 | Time: 1928.51 ms [2021-11-02 05:26:34 main:581] : INFO : Epoch 1771 | loss: 0.0310808 | val_loss: 0.031127 | Time: 1912.03 ms [2021-11-02 05:26:36 main:581] : INFO : Epoch 1772 | loss: 0.0310798 | val_loss: 0.0311323 | Time: 1938.84 ms [2021-11-02 05:26:38 main:581] : INFO : Epoch 1773 | loss: 0.0310812 | val_loss: 0.0311346 | Time: 1932.45 ms [2021-11-02 05:26:40 main:581] : INFO : Epoch 1774 | loss: 0.0310779 | val_loss: 0.0311341 | Time: 1939.02 ms [2021-11-02 05:26:42 main:581] : INFO : Epoch 1775 | loss: 0.0310802 | val_loss: 0.031129 | Time: 1930.69 ms [2021-11-02 05:26:43 main:581] : INFO : Epoch 1776 | loss: 0.0310779 | val_loss: 0.0311296 | Time: 1875.32 ms [2021-11-02 05:26:45 main:581] : INFO : Epoch 1777 | loss: 0.0310742 | val_loss: 0.0311294 | Time: 1939.94 ms [2021-11-02 05:26:47 main:581] : INFO : Epoch 1778 | loss: 0.0310764 | val_loss: 0.0311253 | Time: 1948.76 ms [2021-11-02 05:26:49 main:581] : INFO : Epoch 1779 | loss: 0.0310781 | val_loss: 0.0311243 | Time: 1933.57 ms [2021-11-02 05:26:51 main:581] : INFO : Epoch 1780 | loss: 0.0310742 | val_loss: 0.0311188 | Time: 1933.94 ms [2021-11-02 05:26:53 main:581] : INFO : Epoch 1781 | loss: 0.0310983 | val_loss: 0.0311266 | Time: 1962.63 ms [2021-11-02 05:26:55 main:581] : INFO : Epoch 1782 | loss: 0.0311074 | val_loss: 0.0311257 | Time: 1871.08 ms [2021-11-02 05:26:57 main:581] : INFO : Epoch 1783 | loss: 0.0310956 | val_loss: 0.0311211 | Time: 1865.1 ms [2021-11-02 05:26:59 main:581] : INFO : Epoch 1784 | loss: 0.0310912 | val_loss: 0.0311232 | Time: 1852.58 ms [2021-11-02 05:27:01 main:581] : INFO : Epoch 1785 | loss: 0.0310933 | val_loss: 0.0311214 | Time: 1873.67 ms [2021-11-02 05:27:03 main:581] : INFO : Epoch 1786 | loss: 0.0310905 | val_loss: 0.0311253 | Time: 1935.85 ms [2021-11-02 05:27:05 main:581] : INFO : Epoch 1787 | loss: 0.0310857 | val_loss: 0.0311285 | Time: 1935.15 ms [2021-11-02 05:27:06 main:581] : INFO : Epoch 1788 | loss: 0.0310842 | val_loss: 0.0311248 | Time: 1888.31 ms [2021-11-02 05:27:08 main:581] : INFO : Epoch 1789 | loss: 0.0310816 | val_loss: 0.0311264 | Time: 1854.75 ms [2021-11-02 05:27:10 main:581] : INFO : Epoch 1790 | loss: 0.0310805 | val_loss: 0.031123 | Time: 1847.12 ms [2021-11-02 05:27:12 main:581] : INFO : Epoch 1791 | loss: 0.0310776 | val_loss: 0.0311267 | Time: 1847.63 ms [2021-11-02 05:27:14 main:581] : INFO : Epoch 1792 | loss: 0.0310747 | val_loss: 0.0311375 | Time: 1848.26 ms [2021-11-02 05:27:16 main:581] : INFO : Epoch 1793 | loss: 0.0310805 | val_loss: 0.0311234 | Time: 1867.74 ms [2021-11-02 05:27:18 main:581] : INFO : Epoch 1794 | loss: 0.0310844 | val_loss: 0.0311218 | Time: 1924.46 ms [2021-11-02 05:27:20 main:581] : INFO : Epoch 1795 | loss: 0.0310805 | val_loss: 0.0311218 | Time: 1932.18 ms [2021-11-02 05:27:21 main:581] : INFO : Epoch 1796 | loss: 0.0310814 | val_loss: 0.0311281 | Time: 1929.17 ms [2021-11-02 05:27:23 main:581] : INFO : Epoch 1797 | loss: 0.0310834 | val_loss: 0.0311341 | Time: 1930.39 ms [2021-11-02 05:27:25 main:581] : INFO : Epoch 1798 | loss: 0.0310818 | val_loss: 0.0311252 | Time: 1934.49 ms [2021-11-02 05:27:27 main:581] : INFO : Epoch 1799 | loss: 0.0310801 | val_loss: 0.0311226 | Time: 1940.71 ms [2021-11-02 05:27:29 main:581] : INFO : Epoch 1800 | loss: 0.0310799 | val_loss: 0.0311318 | Time: 1934.11 ms [2021-11-02 05:27:31 main:581] : INFO : Epoch 1801 | loss: 0.0310818 | val_loss: 0.0311176 | Time: 1934.96 ms [2021-11-02 05:27:33 main:581] : INFO : Epoch 1802 | loss: 0.0310766 | val_loss: 0.0311303 | Time: 1934.83 ms [2021-11-02 05:27:35 main:581] : INFO : Epoch 1803 | loss: 0.0310803 | val_loss: 0.0311291 | Time: 1940.39 ms [2021-11-02 05:27:37 main:581] : INFO : Epoch 1804 | loss: 0.0310818 | val_loss: 0.0311196 | Time: 1947.53 ms [2021-11-02 05:27:39 main:581] : INFO : Epoch 1805 | loss: 0.0310916 | val_loss: 0.0311263 | Time: 1940.15 ms [2021-11-02 05:27:41 main:581] : INFO : Epoch 1806 | loss: 0.0316435 | val_loss: 0.0368287 | Time: 1936.01 ms [2021-11-02 05:27:43 main:581] : INFO : Epoch 1807 | loss: 0.0365865 | val_loss: 0.0326139 | Time: 1941.03 ms [2021-11-02 05:27:45 main:581] : INFO : Epoch 1808 | loss: 0.0316285 | val_loss: 0.03127 | Time: 1940.87 ms [2021-11-02 05:27:47 main:581] : INFO : Epoch 1809 | loss: 0.0312679 | val_loss: 0.031243 | Time: 1939.92 ms [2021-11-02 05:27:49 main:581] : INFO : Epoch 1810 | loss: 0.0312293 | val_loss: 0.0312143 | Time: 1936.23 ms [2021-11-02 05:27:51 main:581] : INFO : Epoch 1811 | loss: 0.0312042 | val_loss: 0.0311937 | Time: 1936.19 ms [2021-11-02 05:27:53 main:581] : INFO : Epoch 1812 | loss: 0.0311936 | val_loss: 0.0311975 | Time: 1969.87 ms [2021-11-02 05:27:54 main:581] : INFO : Epoch 1813 | loss: 0.0311897 | val_loss: 0.0311818 | Time: 1919.76 ms [2021-11-02 05:27:56 main:581] : INFO : Epoch 1814 | loss: 0.0311833 | val_loss: 0.0311811 | Time: 1938.94 ms [2021-11-02 05:27:58 main:581] : INFO : Epoch 1815 | loss: 0.0311851 | val_loss: 0.0311861 | Time: 1941.3 ms [2021-11-02 05:28:00 main:581] : INFO : Epoch 1816 | loss: 0.0311805 | val_loss: 0.0311791 | Time: 1935 ms [2021-11-02 05:28:02 main:581] : INFO : Epoch 1817 | loss: 0.0311787 | val_loss: 0.0311734 | Time: 1932.13 ms [2021-11-02 05:28:04 main:581] : INFO : Epoch 1818 | loss: 0.0311781 | val_loss: 0.0311814 | Time: 1935.07 ms [2021-11-02 05:28:06 main:581] : INFO : Epoch 1819 | loss: 0.0311757 | val_loss: 0.0311718 | Time: 1932.72 ms [2021-11-02 05:28:08 main:581] : INFO : Epoch 1820 | loss: 0.031174 | val_loss: 0.0311699 | Time: 1939.63 ms [2021-11-02 05:28:10 main:581] : INFO : Epoch 1821 | loss: 0.0311724 | val_loss: 0.0311714 | Time: 1934.23 ms [2021-11-02 05:28:12 main:581] : INFO : Epoch 1822 | loss: 0.0311717 | val_loss: 0.0311706 | Time: 1938.1 ms [2021-11-02 05:28:14 main:581] : INFO : Epoch 1823 | loss: 0.0311726 | val_loss: 0.0311742 | Time: 1938.23 ms [2021-11-02 05:28:16 main:581] : INFO : Epoch 1824 | loss: 0.0311746 | val_loss: 0.0311684 | Time: 1956.71 ms [2021-11-02 05:28:18 main:581] : INFO : Epoch 1825 | loss: 0.03117 | val_loss: 0.0311688 | Time: 1923.24 ms [2021-11-02 05:28:20 main:581] : INFO : Epoch 1826 | loss: 0.0311718 | val_loss: 0.0311752 | Time: 1932.74 ms [2021-11-02 05:28:22 main:581] : INFO : Epoch 1827 | loss: 0.0311713 | val_loss: 0.0311689 | Time: 1940.37 ms [2021-11-02 05:28:24 main:581] : INFO : Epoch 1828 | loss: 0.0311705 | val_loss: 0.0311714 | Time: 1928.56 ms [2021-11-02 05:28:25 main:581] : INFO : Epoch 1829 | loss: 0.0311698 | val_loss: 0.0311677 | Time: 1871.9 ms [2021-11-02 05:28:27 main:581] : INFO : Epoch 1830 | loss: 0.0311689 | val_loss: 0.031174 | Time: 1875.38 ms [2021-11-02 05:28:29 main:581] : INFO : Epoch 1831 | loss: 0.0311691 | val_loss: 0.0311679 | Time: 1881.26 ms [2021-11-02 05:28:31 main:581] : INFO : Epoch 1832 | loss: 0.0311681 | val_loss: 0.0311691 | Time: 1879.04 ms [2021-11-02 05:28:33 main:581] : INFO : Epoch 1833 | loss: 0.0311686 | val_loss: 0.0311671 | Time: 1900.96 ms [2021-11-02 05:28:35 main:581] : INFO : Epoch 1834 | loss: 0.0311669 | val_loss: 0.0311684 | Time: 1930.37 ms [2021-11-02 05:28:37 main:581] : INFO : Epoch 1835 | loss: 0.031168 | val_loss: 0.0311668 | Time: 1933.73 ms [2021-11-02 05:28:39 main:581] : INFO : Epoch 1836 | loss: 0.0311663 | val_loss: 0.0311683 | Time: 1934.59 ms [2021-11-02 05:28:41 main:581] : INFO : Epoch 1837 | loss: 0.031168 | val_loss: 0.0311675 | Time: 1948.08 ms [2021-11-02 05:28:43 main:581] : INFO : Epoch 1838 | loss: 0.0311684 | val_loss: 0.0311731 | Time: 1923.67 ms [2021-11-02 05:28:44 main:581] : INFO : Epoch 1839 | loss: 0.0311683 | val_loss: 0.0311678 | Time: 1907.28 ms [2021-11-02 05:28:46 main:581] : INFO : Epoch 1840 | loss: 0.0311679 | val_loss: 0.0311678 | Time: 1958.53 ms [2021-11-02 05:28:48 main:581] : INFO : Epoch 1841 | loss: 0.0311678 | val_loss: 0.0311689 | Time: 1933.57 ms [2021-11-02 05:28:50 main:581] : INFO : Epoch 1842 | loss: 0.0311675 | val_loss: 0.0311679 | Time: 1935.22 ms [2021-11-02 05:28:52 main:581] : INFO : Epoch 1843 | loss: 0.0311678 | val_loss: 0.0311703 | Time: 1932.93 ms [2021-11-02 05:28:54 main:581] : INFO : Epoch 1844 | loss: 0.0311667 | val_loss: 0.031167 | Time: 1931.34 ms [2021-11-02 05:28:56 main:581] : INFO : Epoch 1845 | loss: 0.0311659 | val_loss: 0.0311693 | Time: 1935.72 ms [2021-11-02 05:28:58 main:581] : INFO : Epoch 1846 | loss: 0.0311676 | val_loss: 0.0311665 | Time: 1958.23 ms [2021-11-02 05:29:00 main:581] : INFO : Epoch 1847 | loss: 0.0311671 | val_loss: 0.0311693 | Time: 1927.85 ms [2021-11-02 05:29:02 main:581] : INFO : Epoch 1848 | loss: 0.031167 | val_loss: 0.031169 | Time: 1930.88 ms [2021-11-02 05:29:04 main:581] : INFO : Epoch 1849 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 1926.29 ms [2021-11-02 05:29:06 main:581] : INFO : Epoch 1850 | loss: 0.0311658 | val_loss: 0.031167 | Time: 1934.32 ms [2021-11-02 05:29:08 main:581] : INFO : Epoch 1851 | loss: 0.0311656 | val_loss: 0.0311663 | Time: 1934.93 ms [2021-11-02 05:29:10 main:581] : INFO : Epoch 1852 | loss: 0.031166 | val_loss: 0.0311667 | Time: 1934.29 ms [2021-11-02 05:29:12 main:581] : INFO : Epoch 1853 | loss: 0.0311651 | val_loss: 0.0311653 | Time: 1899.13 ms [2021-11-02 05:29:13 main:581] : INFO : Epoch 1854 | loss: 0.031166 | val_loss: 0.0311645 | Time: 1908.42 ms [2021-11-02 05:29:15 main:581] : INFO : Epoch 1855 | loss: 0.0311668 | val_loss: 0.0311642 | Time: 1939.63 ms [2021-11-02 05:29:17 main:581] : INFO : Epoch 1856 | loss: 0.0311643 | val_loss: 0.0311648 | Time: 1932.91 ms [2021-11-02 05:29:19 main:581] : INFO : Epoch 1857 | loss: 0.0311635 | val_loss: 0.0311662 | Time: 1915.51 ms [2021-11-02 05:29:21 main:581] : INFO : Epoch 1858 | loss: 0.031163 | val_loss: 0.0311639 | Time: 1877.86 ms [2021-11-02 05:29:23 main:581] : INFO : Epoch 1859 | loss: 0.0311635 | val_loss: 0.0311681 | Time: 1871.56 ms [2021-11-02 05:29:25 main:581] : INFO : Epoch 1860 | loss: 0.0311629 | val_loss: 0.0311679 | Time: 1873.95 ms [2021-11-02 05:29:27 main:581] : INFO : Epoch 1861 | loss: 0.0311631 | val_loss: 0.0311667 | Time: 1920.42 ms [2021-11-02 05:29:29 main:581] : INFO : Epoch 1862 | loss: 0.0311633 | val_loss: 0.0311658 | Time: 1927.16 ms [2021-11-02 05:29:31 main:581] : INFO : Epoch 1863 | loss: 0.0311627 | val_loss: 0.0311667 | Time: 1927.26 ms [2021-11-02 05:29:33 main:581] : INFO : Epoch 1864 | loss: 0.0311627 | val_loss: 0.0311643 | Time: 1941.79 ms [2021-11-02 05:29:34 main:581] : INFO : Epoch 1865 | loss: 0.0311624 | val_loss: 0.0311639 | Time: 1891.54 ms [2021-11-02 05:29:36 main:581] : INFO : Epoch 1866 | loss: 0.0311614 | val_loss: 0.0311632 | Time: 1903.72 ms [2021-11-02 05:29:38 main:581] : INFO : Epoch 1867 | loss: 0.0311624 | val_loss: 0.0311632 | Time: 1919.36 ms [2021-11-02 05:29:40 main:581] : INFO : Epoch 1868 | loss: 0.0311609 | val_loss: 0.0311653 | Time: 1894.84 ms [2021-11-02 05:29:42 main:581] : INFO : Epoch 1869 | loss: 0.0311628 | val_loss: 0.031167 | Time: 1878.55 ms [2021-11-02 05:29:44 main:581] : INFO : Epoch 1870 | loss: 0.0311625 | val_loss: 0.031162 | Time: 1912.1 ms [2021-11-02 05:29:46 main:581] : INFO : Epoch 1871 | loss: 0.0311613 | val_loss: 0.0311645 | Time: 1886.37 ms [2021-11-02 05:29:48 main:581] : INFO : Epoch 1872 | loss: 0.0311627 | val_loss: 0.0311624 | Time: 1915.83 ms [2021-11-02 05:29:50 main:581] : INFO : Epoch 1873 | loss: 0.0311596 | val_loss: 0.0311619 | Time: 1934.32 ms [2021-11-02 05:29:52 main:581] : INFO : Epoch 1874 | loss: 0.0311602 | val_loss: 0.0311639 | Time: 1950.67 ms [2021-11-02 05:29:54 main:581] : INFO : Epoch 1875 | loss: 0.0311594 | val_loss: 0.0311624 | Time: 1938.25 ms [2021-11-02 05:29:56 main:581] : INFO : Epoch 1876 | loss: 0.0311596 | val_loss: 0.0311633 | Time: 1931.56 ms [2021-11-02 05:29:57 main:581] : INFO : Epoch 1877 | loss: 0.0311596 | val_loss: 0.0311613 | Time: 1927.36 ms [2021-11-02 05:29:59 main:581] : INFO : Epoch 1878 | loss: 0.0311584 | val_loss: 0.0311627 | Time: 1944.39 ms [2021-11-02 05:30:01 main:581] : INFO : Epoch 1879 | loss: 0.0311577 | val_loss: 0.0311645 | Time: 1946.53 ms [2021-11-02 05:30:03 main:581] : INFO : Epoch 1880 | loss: 0.0311587 | val_loss: 0.0311613 | Time: 1938.72 ms [2021-11-02 05:30:05 main:581] : INFO : Epoch 1881 | loss: 0.0311589 | val_loss: 0.0311614 | Time: 1931.97 ms [2021-11-02 05:30:07 main:581] : INFO : Epoch 1882 | loss: 0.0311612 | val_loss: 0.0311657 | Time: 1943.65 ms [2021-11-02 05:30:09 main:581] : INFO : Epoch 1883 | loss: 0.0311619 | val_loss: 0.0311611 | Time: 1956.76 ms [2021-11-02 05:30:11 main:581] : INFO : Epoch 1884 | loss: 0.031159 | val_loss: 0.0311611 | Time: 1940.9 ms [2021-11-02 05:30:13 main:581] : INFO : Epoch 1885 | loss: 0.0311588 | val_loss: 0.03116 | Time: 1941.06 ms [2021-11-02 05:30:15 main:581] : INFO : Epoch 1886 | loss: 0.031165 | val_loss: 0.0311588 | Time: 1962.26 ms [2021-11-02 05:30:17 main:581] : INFO : Epoch 1887 | loss: 0.0311619 | val_loss: 0.0311595 | Time: 1934.64 ms [2021-11-02 05:30:19 main:581] : INFO : Epoch 1888 | loss: 0.0311568 | val_loss: 0.0311615 | Time: 1934.62 ms [2021-11-02 05:30:21 main:581] : INFO : Epoch 1889 | loss: 0.0311573 | val_loss: 0.031159 | Time: 1929.61 ms [2021-11-02 05:30:23 main:581] : INFO : Epoch 1890 | loss: 0.0311593 | val_loss: 0.03116 | Time: 1936.12 ms [2021-11-02 05:30:25 main:581] : INFO : Epoch 1891 | loss: 0.0311559 | val_loss: 0.0311636 | Time: 1936.71 ms [2021-11-02 05:30:27 main:581] : INFO : Epoch 1892 | loss: 0.0311564 | val_loss: 0.0311593 | Time: 1938.79 ms [2021-11-02 05:30:28 main:581] : INFO : Epoch 1893 | loss: 0.0311563 | val_loss: 0.0311631 | Time: 1886 ms [2021-11-02 05:30:30 main:581] : INFO : Epoch 1894 | loss: 0.0311577 | val_loss: 0.03116 | Time: 1900.76 ms [2021-11-02 05:30:32 main:581] : INFO : Epoch 1895 | loss: 0.0311558 | val_loss: 0.0311609 | Time: 1888.97 ms [2021-11-02 05:30:34 main:581] : INFO : Epoch 1896 | loss: 0.0311544 | val_loss: 0.0311594 | Time: 1928.11 ms [2021-11-02 05:30:36 main:581] : INFO : Epoch 1897 | loss: 0.0311564 | val_loss: 0.0311598 | Time: 1842.77 ms [2021-11-02 05:30:38 main:581] : INFO : Epoch 1898 | loss: 0.0311564 | val_loss: 0.0311572 | Time: 1909.54 ms [2021-11-02 05:30:40 main:581] : INFO : Epoch 1899 | loss: 0.0311549 | val_loss: 0.0311558 | Time: 1929.51 ms [2021-11-02 05:30:42 main:581] : INFO : Epoch 1900 | loss: 0.0311515 | val_loss: 0.0311507 | Time: 1933.49 ms [2021-11-02 05:30:44 main:581] : INFO : Epoch 1901 | loss: 0.0311527 | val_loss: 0.0311461 | Time: 1935.5 ms [2021-11-02 05:30:46 main:581] : INFO : Epoch 1902 | loss: 0.0311495 | val_loss: 0.0311427 | Time: 1932.42 ms [2021-11-02 05:30:48 main:581] : INFO : Epoch 1903 | loss: 0.0311456 | val_loss: 0.0311394 | Time: 1932.67 ms [2021-11-02 05:30:50 main:581] : INFO : Epoch 1904 | loss: 0.0311409 | val_loss: 0.0311447 | Time: 1931.72 ms [2021-11-02 05:30:51 main:581] : INFO : Epoch 1905 | loss: 0.0311391 | val_loss: 0.0311382 | Time: 1931.32 ms [2021-11-02 05:30:53 main:581] : INFO : Epoch 1906 | loss: 0.0311299 | val_loss: 0.0311367 | Time: 1935.78 ms [2021-11-02 05:30:55 main:581] : INFO : Epoch 1907 | loss: 0.0311306 | val_loss: 0.0311351 | Time: 1930.94 ms [2021-11-02 05:30:57 main:581] : INFO : Epoch 1908 | loss: 0.0311306 | val_loss: 0.0311388 | Time: 1936.92 ms [2021-11-02 05:30:59 main:581] : INFO : Epoch 1909 | loss: 0.0311294 | val_loss: 0.0311393 | Time: 1928.14 ms [2021-11-02 05:31:01 main:581] : INFO : Epoch 1910 | loss: 0.0311278 | val_loss: 0.0311582 | Time: 1902.23 ms [2021-11-02 05:31:03 main:581] : INFO : Epoch 1911 | loss: 0.0311304 | val_loss: 0.031132 | Time: 1878.99 ms [2021-11-02 05:31:05 main:581] : INFO : Epoch 1912 | loss: 0.0311319 | val_loss: 0.0311913 | Time: 1926.08 ms [2021-11-02 05:31:07 main:581] : INFO : Epoch 1913 | loss: 0.0311429 | val_loss: 0.0311642 | Time: 1929.97 ms [2021-11-02 05:31:09 main:581] : INFO : Epoch 1914 | loss: 0.0311301 | val_loss: 0.0311421 | Time: 1928.53 ms [2021-11-02 05:31:11 main:581] : INFO : Epoch 1915 | loss: 0.0311264 | val_loss: 0.0311365 | Time: 1932.83 ms [2021-11-02 05:31:13 main:581] : INFO : Epoch 1916 | loss: 0.0311207 | val_loss: 0.0311278 | Time: 1945.83 ms [2021-11-02 05:31:15 main:581] : INFO : Epoch 1917 | loss: 0.0311167 | val_loss: 0.0311289 | Time: 1935.08 ms [2021-11-02 05:31:17 main:581] : INFO : Epoch 1918 | loss: 0.0311137 | val_loss: 0.0311311 | Time: 1935.01 ms [2021-11-02 05:31:18 main:581] : INFO : Epoch 1919 | loss: 0.0311163 | val_loss: 0.0311305 | Time: 1932 ms [2021-11-02 05:31:20 main:581] : INFO : Epoch 1920 | loss: 0.0311114 | val_loss: 0.0311388 | Time: 1960.05 ms [2021-11-02 05:31:22 main:581] : INFO : Epoch 1921 | loss: 0.0311144 | val_loss: 0.0311367 | Time: 1925.17 ms [2021-11-02 05:31:24 main:581] : INFO : Epoch 1922 | loss: 0.0311108 | val_loss: 0.0311267 | Time: 1934.59 ms [2021-11-02 05:31:26 main:581] : INFO : Epoch 1923 | loss: 0.0311162 | val_loss: 0.0311343 | Time: 1944.34 ms [2021-11-02 05:31:28 main:581] : INFO : Epoch 1924 | loss: 0.0311167 | val_loss: 0.0311304 | Time: 1951.88 ms [2021-11-02 05:31:30 main:581] : INFO : Epoch 1925 | loss: 0.0311076 | val_loss: 0.0311298 | Time: 1883.69 ms [2021-11-02 05:31:32 main:581] : INFO : Epoch 1926 | loss: 0.0311085 | val_loss: 0.0311256 | Time: 1936.48 ms [2021-11-02 05:31:34 main:581] : INFO : Epoch 1927 | loss: 0.0311056 | val_loss: 0.0311298 | Time: 1912.6 ms [2021-11-02 05:31:36 main:581] : INFO : Epoch 1928 | loss: 0.0311088 | val_loss: 0.0311337 | Time: 1936.12 ms [2021-11-02 05:31:38 main:581] : INFO : Epoch 1929 | loss: 0.0311041 | val_loss: 0.0311355 | Time: 1938.25 ms [2021-11-02 05:31:40 main:581] : INFO : Epoch 1930 | loss: 0.0311054 | val_loss: 0.0311225 | Time: 1915.43 ms [2021-11-02 05:31:42 main:581] : INFO : Epoch 1931 | loss: 0.0311025 | val_loss: 0.0311226 | Time: 1896.52 ms [2021-11-02 05:31:44 main:581] : INFO : Epoch 1932 | loss: 0.0311051 | val_loss: 0.0311528 | Time: 1920.24 ms [2021-11-02 05:31:45 main:581] : INFO : Epoch 1933 | loss: 0.0311144 | val_loss: 0.0311278 | Time: 1962.66 ms [2021-11-02 05:31:47 main:581] : INFO : Epoch 1934 | loss: 0.0311033 | val_loss: 0.0311251 | Time: 1950.95 ms [2021-11-02 05:31:49 main:581] : INFO : Epoch 1935 | loss: 0.0311031 | val_loss: 0.031135 | Time: 1938.14 ms [2021-11-02 05:31:51 main:581] : INFO : Epoch 1936 | loss: 0.0311067 | val_loss: 0.0311278 | Time: 1938.24 ms [2021-11-02 05:31:53 main:581] : INFO : Epoch 1937 | loss: 0.0311034 | val_loss: 0.0311277 | Time: 1941.11 ms [2021-11-02 05:31:55 main:581] : INFO : Epoch 1938 | loss: 0.0311019 | val_loss: 0.0311269 | Time: 1949.42 ms [2021-11-02 05:31:57 main:581] : INFO : Epoch 1939 | loss: 0.0311026 | val_loss: 0.0311223 | Time: 1944.73 ms [2021-11-02 05:31:59 main:581] : INFO : Epoch 1940 | loss: 0.0311027 | val_loss: 0.0311385 | Time: 1940.19 ms [2021-11-02 05:32:01 main:581] : INFO : Epoch 1941 | loss: 0.0311035 | val_loss: 0.0311254 | Time: 1937.11 ms [2021-11-02 05:32:03 main:581] : INFO : Epoch 1942 | loss: 0.0311019 | val_loss: 0.0311221 | Time: 1921.1 ms [2021-11-02 05:32:05 main:581] : INFO : Epoch 1943 | loss: 0.0311052 | val_loss: 0.0311295 | Time: 1912.65 ms [2021-11-02 05:32:07 main:581] : INFO : Epoch 1944 | loss: 0.0311058 | val_loss: 0.0311265 | Time: 1924.12 ms [2021-11-02 05:32:09 main:581] : INFO : Epoch 1945 | loss: 0.0311043 | val_loss: 0.0311308 | Time: 1931.78 ms [2021-11-02 05:32:11 main:581] : INFO : Epoch 1946 | loss: 0.0311123 | val_loss: 0.0311509 | Time: 1933.34 ms [2021-11-02 05:32:13 main:581] : INFO : Epoch 1947 | loss: 0.0311116 | val_loss: 0.0311248 | Time: 1909.85 ms [2021-11-02 05:32:15 main:581] : INFO : Epoch 1948 | loss: 0.0310987 | val_loss: 0.0311233 | Time: 1941.52 ms [2021-11-02 05:32:16 main:581] : INFO : Epoch 1949 | loss: 0.0310981 | val_loss: 0.0311237 | Time: 1921.94 ms [2021-11-02 05:32:18 main:581] : INFO : Epoch 1950 | loss: 0.0310996 | val_loss: 0.0311211 | Time: 1931.87 ms [2021-11-02 05:32:20 main:581] : INFO : Epoch 1951 | loss: 0.0311057 | val_loss: 0.0311377 | Time: 1918.47 ms [2021-11-02 05:32:22 main:581] : INFO : Epoch 1952 | loss: 0.0311184 | val_loss: 0.0311286 | Time: 1905.78 ms [2021-11-02 05:32:24 main:581] : INFO : Epoch 1953 | loss: 0.0311111 | val_loss: 0.0311247 | Time: 1911.93 ms [2021-11-02 05:32:26 main:581] : INFO : Epoch 1954 | loss: 0.0311073 | val_loss: 0.03112 | Time: 1914.4 ms [2021-11-02 05:32:28 main:581] : INFO : Epoch 1955 | loss: 0.0311087 | val_loss: 0.0311325 | Time: 1917.94 ms [2021-11-02 05:32:30 main:581] : INFO : Epoch 1956 | loss: 0.0311054 | val_loss: 0.031118 | Time: 1912.09 ms [2021-11-02 05:32:32 main:581] : INFO : Epoch 1957 | loss: 0.0311069 | val_loss: 0.0311292 | Time: 1943.9 ms [2021-11-02 05:32:34 main:581] : INFO : Epoch 1958 | loss: 0.0311099 | val_loss: 0.0311211 | Time: 1943.38 ms [2021-11-02 05:32:36 main:581] : INFO : Epoch 1959 | loss: 0.0310973 | val_loss: 0.0311167 | Time: 1891.96 ms [2021-11-02 05:32:38 main:581] : INFO : Epoch 1960 | loss: 0.0310921 | val_loss: 0.0311188 | Time: 1883.35 ms [2021-11-02 05:32:39 main:581] : INFO : Epoch 1961 | loss: 0.0310943 | val_loss: 0.0311223 | Time: 1886.37 ms [2021-11-02 05:32:41 main:581] : INFO : Epoch 1962 | loss: 0.0311042 | val_loss: 0.0311215 | Time: 1951.74 ms [2021-11-02 05:32:43 main:581] : INFO : Epoch 1963 | loss: 0.0311012 | val_loss: 0.0311259 | Time: 1934.48 ms [2021-11-02 05:32:45 main:581] : INFO : Epoch 1964 | loss: 0.0310943 | val_loss: 0.0311334 | Time: 1902.53 ms [2021-11-02 05:32:47 main:581] : INFO : Epoch 1965 | loss: 0.0310923 | val_loss: 0.0311192 | Time: 1924.42 ms [2021-11-02 05:32:49 main:581] : INFO : Epoch 1966 | loss: 0.0310897 | val_loss: 0.0311175 | Time: 1947 ms [2021-11-02 05:32:51 main:581] : INFO : Epoch 1967 | loss: 0.0310877 | val_loss: 0.031118 | Time: 1933.38 ms [2021-11-02 05:32:53 main:581] : INFO : Epoch 1968 | loss: 0.0310922 | val_loss: 0.0311217 | Time: 1941.38 ms [2021-11-02 05:32:55 main:581] : INFO : Epoch 1969 | loss: 0.0310916 | val_loss: 0.0311211 | Time: 1922.91 ms [2021-11-02 05:32:57 main:581] : INFO : Epoch 1970 | loss: 0.0310865 | val_loss: 0.031118 | Time: 1886.66 ms [2021-11-02 05:32:59 main:581] : INFO : Epoch 1971 | loss: 0.031085 | val_loss: 0.0311216 | Time: 1844.53 ms [2021-11-02 05:33:00 main:581] : INFO : Epoch 1972 | loss: 0.0310864 | val_loss: 0.0311229 | Time: 1856.17 ms [2021-11-02 05:33:02 main:581] : INFO : Epoch 1973 | loss: 0.0310882 | val_loss: 0.031125 | Time: 1847.84 ms [2021-11-02 05:33:04 main:581] : INFO : Epoch 1974 | loss: 0.0310983 | val_loss: 0.0311185 | Time: 1848 ms [2021-11-02 05:33:06 main:581] : INFO : Epoch 1975 | loss: 0.0310874 | val_loss: 0.0311192 | Time: 1861.11 ms [2021-11-02 05:33:08 main:581] : INFO : Epoch 1976 | loss: 0.0310922 | val_loss: 0.031156 | Time: 1858.87 ms [2021-11-02 05:33:10 main:581] : INFO : Epoch 1977 | loss: 0.0310981 | val_loss: 0.0311305 | Time: 1917.23 ms [2021-11-02 05:33:12 main:581] : INFO : Epoch 1978 | loss: 0.0310912 | val_loss: 0.0311228 | Time: 1932.15 ms [2021-11-02 05:33:14 main:581] : INFO : Epoch 1979 | loss: 0.0310879 | val_loss: 0.0311273 | Time: 1917.3 ms [2021-11-02 05:33:16 main:581] : INFO : Epoch 1980 | loss: 0.0310908 | val_loss: 0.0311224 | Time: 1934.24 ms [2021-11-02 05:33:18 main:581] : INFO : Epoch 1981 | loss: 0.031085 | val_loss: 0.0311285 | Time: 1937.58 ms [2021-11-02 05:33:19 main:581] : INFO : Epoch 1982 | loss: 0.0311044 | val_loss: 0.0311204 | Time: 1941.15 ms [2021-11-02 05:33:21 main:581] : INFO : Epoch 1983 | loss: 0.0311018 | val_loss: 0.0311363 | Time: 1946.66 ms [2021-11-02 05:33:23 main:581] : INFO : Epoch 1984 | loss: 0.0310955 | val_loss: 0.0311222 | Time: 1953.15 ms [2021-11-02 05:33:25 main:581] : INFO : Epoch 1985 | loss: 0.0310891 | val_loss: 0.0311196 | Time: 1923.7 ms [2021-11-02 05:33:27 main:581] : INFO : Epoch 1986 | loss: 0.0310884 | val_loss: 0.031127 | Time: 1936.16 ms [2021-11-02 05:33:29 main:581] : INFO : Epoch 1987 | loss: 0.031091 | val_loss: 0.0311181 | Time: 1879.92 ms [2021-11-02 05:33:31 main:581] : INFO : Epoch 1988 | loss: 0.0310856 | val_loss: 0.0311336 | Time: 1934.06 ms [2021-11-02 05:33:33 main:581] : INFO : Epoch 1989 | loss: 0.0310801 | val_loss: 0.0311255 | Time: 1954.21 ms [2021-11-02 05:33:35 main:581] : INFO : Epoch 1990 | loss: 0.0310787 | val_loss: 0.0311274 | Time: 1922.67 ms [2021-11-02 05:33:37 main:581] : INFO : Epoch 1991 | loss: 0.0310815 | val_loss: 0.0311344 | Time: 1941.74 ms [2021-11-02 05:33:39 main:581] : INFO : Epoch 1992 | loss: 0.0310877 | val_loss: 0.0311256 | Time: 1900.78 ms [2021-11-02 05:33:41 main:581] : INFO : Epoch 1993 | loss: 0.0310841 | val_loss: 0.0311256 | Time: 1847.24 ms [2021-11-02 05:33:42 main:581] : INFO : Epoch 1994 | loss: 0.0310813 | val_loss: 0.0311319 | Time: 1847.14 ms [2021-11-02 05:33:44 main:581] : INFO : Epoch 1995 | loss: 0.0310801 | val_loss: 0.0311248 | Time: 1848.27 ms [2021-11-02 05:33:46 main:581] : INFO : Epoch 1996 | loss: 0.0310792 | val_loss: 0.0311257 | Time: 1859.5 ms [2021-11-02 05:33:48 main:581] : INFO : Epoch 1997 | loss: 0.0310785 | val_loss: 0.0311294 | Time: 1953.86 ms [2021-11-02 05:33:50 main:581] : INFO : Epoch 1998 | loss: 0.0310795 | val_loss: 0.0311357 | Time: 1941.49 ms [2021-11-02 05:33:52 main:581] : INFO : Epoch 1999 | loss: 0.0310931 | val_loss: 0.0311276 | Time: 1941.52 ms [2021-11-02 05:33:54 main:581] : INFO : Epoch 2000 | loss: 0.0310842 | val_loss: 0.0311271 | Time: 1946.46 ms [2021-11-02 05:33:56 main:581] : INFO : Epoch 2001 | loss: 0.0310752 | val_loss: 0.0311247 | Time: 1957.14 ms [2021-11-02 05:33:58 main:581] : INFO : Epoch 2002 | loss: 0.0310712 | val_loss: 0.0311307 | Time: 1971.69 ms [2021-11-02 05:34:00 main:581] : INFO : Epoch 2003 | loss: 0.0310726 | val_loss: 0.0311228 | Time: 1948.56 ms [2021-11-02 05:34:02 main:581] : INFO : Epoch 2004 | loss: 0.0310706 | val_loss: 0.0311216 | Time: 1945.66 ms [2021-11-02 05:34:04 main:581] : INFO : Epoch 2005 | loss: 0.0310729 | val_loss: 0.0311242 | Time: 1885.9 ms [2021-11-02 05:34:05 main:581] : INFO : Epoch 2006 | loss: 0.0310704 | val_loss: 0.0311285 | Time: 1856.33 ms [2021-11-02 05:34:07 main:581] : INFO : Epoch 2007 | loss: 0.0310796 | val_loss: 0.0311383 | Time: 1846.29 ms [2021-11-02 05:34:09 main:581] : INFO : Epoch 2008 | loss: 0.0310754 | val_loss: 0.0311272 | Time: 1915.8 ms [2021-11-02 05:34:11 main:581] : INFO : Epoch 2009 | loss: 0.0310748 | val_loss: 0.0311276 | Time: 1918.68 ms [2021-11-02 05:34:13 main:581] : INFO : Epoch 2010 | loss: 0.0310734 | val_loss: 0.0311293 | Time: 1961.27 ms [2021-11-02 05:34:15 main:581] : INFO : Epoch 2011 | loss: 0.0310674 | val_loss: 0.0311347 | Time: 1926.22 ms [2021-11-02 05:34:17 main:581] : INFO : Epoch 2012 | loss: 0.0310708 | val_loss: 0.0311252 | Time: 1909.09 ms [2021-11-02 05:34:19 main:581] : INFO : Epoch 2013 | loss: 0.0310744 | val_loss: 0.0311241 | Time: 1938.13 ms [2021-11-02 05:34:21 main:581] : INFO : Epoch 2014 | loss: 0.0310731 | val_loss: 0.03113 | Time: 1936.44 ms [2021-11-02 05:34:23 main:581] : INFO : Epoch 2015 | loss: 0.0310773 | val_loss: 0.0311242 | Time: 1900.11 ms [2021-11-02 05:34:25 main:581] : INFO : Epoch 2016 | loss: 0.031081 | val_loss: 0.0311252 | Time: 1927.55 ms [2021-11-02 05:34:27 main:581] : INFO : Epoch 2017 | loss: 0.0310758 | val_loss: 0.0311236 | Time: 1886.87 ms [2021-11-02 05:34:28 main:581] : INFO : Epoch 2018 | loss: 0.0310737 | val_loss: 0.0311307 | Time: 1827.52 ms [2021-11-02 05:34:30 main:581] : INFO : Epoch 2019 | loss: 0.0310754 | val_loss: 0.0311269 | Time: 1875.49 ms [2021-11-02 05:34:32 main:581] : INFO : Epoch 2020 | loss: 0.0310802 | val_loss: 0.0311215 | Time: 1869.38 ms [2021-11-02 05:34:34 main:581] : INFO : Epoch 2021 | loss: 0.0310755 | val_loss: 0.0311231 | Time: 1913.43 ms [2021-11-02 05:34:36 main:581] : INFO : Epoch 2022 | loss: 0.0310759 | val_loss: 0.031124 | Time: 1879.21 ms [2021-11-02 05:34:38 main:581] : INFO : Epoch 2023 | loss: 0.0310761 | val_loss: 0.0311251 | Time: 1778.08 ms [2021-11-02 05:34:40 main:581] : INFO : Epoch 2024 | loss: 0.0310736 | val_loss: 0.0311271 | Time: 1942.73 ms [2021-11-02 05:34:42 main:581] : INFO : Epoch 2025 | loss: 0.0310763 | val_loss: 0.0311213 | Time: 1919.69 ms [2021-11-02 05:34:43 main:581] : INFO : Epoch 2026 | loss: 0.0310722 | val_loss: 0.031128 | Time: 1921.76 ms [2021-11-02 05:34:45 main:581] : INFO : Epoch 2027 | loss: 0.0310725 | val_loss: 0.03113 | Time: 1916.18 ms [2021-11-02 05:34:47 main:581] : INFO : Epoch 2028 | loss: 0.031073 | val_loss: 0.0311279 | Time: 1880.17 ms [2021-11-02 05:34:49 main:581] : INFO : Epoch 2029 | loss: 0.0310736 | val_loss: 0.0311274 | Time: 1912.59 ms [2021-11-02 05:34:51 main:581] : INFO : Epoch 2030 | loss: 0.0310755 | val_loss: 0.0311271 | Time: 1937.32 ms [2021-11-02 05:34:53 main:581] : INFO : Epoch 2031 | loss: 0.0310765 | val_loss: 0.0311309 | Time: 1936.79 ms [2021-11-02 05:34:55 main:581] : INFO : Epoch 2032 | loss: 0.0310735 | val_loss: 0.0311191 | Time: 1932.01 ms [2021-11-02 05:34:57 main:581] : INFO : Epoch 2033 | loss: 0.0310715 | val_loss: 0.0311181 | Time: 1886.71 ms [2021-11-02 05:34:59 main:581] : INFO : Epoch 2034 | loss: 0.0310726 | val_loss: 0.0311321 | Time: 1927.74 ms [2021-11-02 05:35:01 main:581] : INFO : Epoch 2035 | loss: 0.0310731 | val_loss: 0.031122 | Time: 1937.72 ms [2021-11-02 05:35:03 main:581] : INFO : Epoch 2036 | loss: 0.0310802 | val_loss: 0.0311257 | Time: 1902.62 ms [2021-11-02 05:35:05 main:581] : INFO : Epoch 2037 | loss: 0.03108 | val_loss: 0.0311271 | Time: 1917.33 ms [2021-11-02 05:35:07 main:581] : INFO : Epoch 2038 | loss: 0.0310728 | val_loss: 0.0311227 | Time: 1971.75 ms [2021-11-02 05:35:08 main:581] : INFO : Epoch 2039 | loss: 0.0310691 | val_loss: 0.0311328 | Time: 1924.93 ms [2021-11-02 05:35:10 main:581] : INFO : Epoch 2040 | loss: 0.031076 | val_loss: 0.0311393 | Time: 1919.11 ms [2021-11-02 05:35:12 main:581] : INFO : Epoch 2041 | loss: 0.0310783 | val_loss: 0.0311313 | Time: 1936.79 ms [2021-11-02 05:35:14 main:581] : INFO : Epoch 2042 | loss: 0.0310667 | val_loss: 0.0311212 | Time: 1934.24 ms [2021-11-02 05:35:16 main:581] : INFO : Epoch 2043 | loss: 0.0310682 | val_loss: 0.0311454 | Time: 1934.91 ms [2021-11-02 05:35:18 main:581] : INFO : Epoch 2044 | loss: 0.0310754 | val_loss: 0.0311229 | Time: 1945.77 ms [2021-11-02 05:35:20 main:581] : INFO : Epoch 2045 | loss: 0.0310674 | val_loss: 0.0311252 | Time: 1933.21 ms [2021-11-02 05:35:22 main:581] : INFO : Epoch 2046 | loss: 0.0310658 | val_loss: 0.0311218 | Time: 1857.38 ms [2021-11-02 05:35:24 main:581] : INFO : Epoch 2047 | loss: 0.0310661 | val_loss: 0.0311281 | Time: 1917.34 ms [2021-11-02 05:35:26 main:581] : INFO : Epoch 2048 | loss: 0.0310649 | val_loss: 0.0311269 | Time: 1939.1 ms [2021-11-02 05:35:26 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311269 [2021-11-02 05:35:26 main:610] : INFO : Saving end state to config to file [2021-11-02 05:35:26 main:615] : INFO : Success, exiting.. 05:35:26 (2290949): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)