Task 5110622
| Name | ParityMachine-1619583634-13651-0_0 |
| Workunit | 3068296 |
| Created | 28 Apr 2021, 4:20:37 UTC |
| Sent | 3 May 2021, 23:15:18 UTC |
| Report deadline | 11 May 2021, 23:15:18 UTC |
| Received | 4 May 2021, 11:20:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 5 min 58 sec |
| CPU time | 1 hours 5 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> -05-04 06:03:28 main:581] : INFO : Epoch 1538 | loss: 0.0311303 | val_loss: 0.0311843 | Time: 1868.33 ms [2021-05-04 06:03:30 main:581] : INFO : Epoch 1539 | loss: 0.0311321 | val_loss: 0.031186 | Time: 1939.53 ms [2021-05-04 06:03:32 main:581] : INFO : Epoch 1540 | loss: 0.0311327 | val_loss: 0.0311992 | Time: 1962.38 ms [2021-05-04 06:03:34 main:581] : INFO : Epoch 1541 | loss: 0.0311391 | val_loss: 0.0311906 | Time: 2038.22 ms [2021-05-04 06:03:36 main:581] : INFO : Epoch 1542 | loss: 0.031144 | val_loss: 0.0311942 | Time: 1953.05 ms [2021-05-04 06:03:38 main:581] : INFO : Epoch 1543 | loss: 0.0311397 | val_loss: 0.0311831 | Time: 1931.84 ms [2021-05-04 06:03:40 main:581] : INFO : Epoch 1544 | loss: 0.0311356 | val_loss: 0.0311822 | Time: 1917.36 ms [2021-05-04 06:03:42 main:581] : INFO : Epoch 1545 | loss: 0.031132 | val_loss: 0.0311803 | Time: 1939.33 ms [2021-05-04 06:03:44 main:581] : INFO : Epoch 1546 | loss: 0.0311291 | val_loss: 0.0311806 | Time: 1931.98 ms [2021-05-04 06:03:46 main:581] : INFO : Epoch 1547 | loss: 0.0311315 | val_loss: 0.0311806 | Time: 1950.48 ms [2021-05-04 06:03:48 main:581] : INFO : Epoch 1548 | loss: 0.0311346 | val_loss: 0.0311864 | Time: 1956.62 ms [2021-05-04 06:03:50 main:581] : INFO : Epoch 1549 | loss: 0.0311301 | val_loss: 0.0311801 | Time: 1970.81 ms [2021-05-04 06:03:52 main:581] : INFO : Epoch 1550 | loss: 0.0311283 | val_loss: 0.031183 | Time: 1946.66 ms [2021-05-04 06:03:53 main:581] : INFO : Epoch 1551 | loss: 0.031127 | val_loss: 0.0311827 | Time: 1902.73 ms [2021-05-04 06:03:55 main:581] : INFO : Epoch 1552 | loss: 0.0311292 | val_loss: 0.0311809 | Time: 1948.06 ms [2021-05-04 06:03:57 main:581] : INFO : Epoch 1553 | loss: 0.0311279 | val_loss: 0.0311824 | Time: 1959.24 ms [2021-05-04 06:03:59 main:581] : INFO : Epoch 1554 | loss: 0.0311297 | val_loss: 0.0311846 | Time: 1941.64 ms [2021-05-04 06:04:01 main:581] : INFO : Epoch 1555 | loss: 0.0311282 | val_loss: 0.0311841 | Time: 1934.72 ms [2021-05-04 06:04:03 main:581] : INFO : Epoch 1556 | loss: 0.0311309 | val_loss: 0.0311811 | Time: 1933.67 ms [2021-05-04 06:04:05 main:581] : INFO : Epoch 1557 | loss: 0.0311294 | val_loss: 0.0311854 | Time: 1947.42 ms [2021-05-04 06:04:07 main:581] : INFO : Epoch 1558 | loss: 0.031129 | val_loss: 0.0311871 | Time: 1946.03 ms [2021-05-04 06:04:09 main:581] : INFO : Epoch 1559 | loss: 0.0311271 | val_loss: 0.0311882 | Time: 1956.3 ms [2021-05-04 06:04:11 main:581] : INFO : Epoch 1560 | loss: 0.0311263 | val_loss: 0.0311862 | Time: 1908.6 ms [2021-05-04 06:04:13 main:581] : INFO : Epoch 1561 | loss: 0.0311283 | val_loss: 0.0311869 | Time: 1898.96 ms [2021-05-04 06:04:15 main:581] : INFO : Epoch 1562 | loss: 0.031129 | val_loss: 0.0311849 | Time: 1841.47 ms [2021-05-04 06:04:17 main:581] : INFO : Epoch 1563 | loss: 0.0311289 | val_loss: 0.0311836 | Time: 1947.94 ms [2021-05-04 06:04:19 main:581] : INFO : Epoch 1564 | loss: 0.0311302 | val_loss: 0.0311907 | Time: 1946.47 ms [2021-05-04 06:04:21 main:581] : INFO : Epoch 1565 | loss: 0.0311284 | val_loss: 0.031185 | Time: 1959.18 ms [2021-05-04 06:04:22 main:581] : INFO : Epoch 1566 | loss: 0.0311309 | val_loss: 0.0311855 | Time: 1929.48 ms [2021-05-04 06:04:24 main:581] : INFO : Epoch 1567 | loss: 0.0311345 | val_loss: 0.0311908 | Time: 1885.8 ms [2021-05-04 06:04:26 main:581] : INFO : Epoch 1568 | loss: 0.0311376 | val_loss: 0.0311907 | Time: 1932.75 ms [2021-05-04 06:04:28 main:581] : INFO : Epoch 1569 | loss: 0.0311362 | val_loss: 0.0311814 | Time: 1959.33 ms [2021-05-04 06:04:30 main:581] : INFO : Epoch 1570 | loss: 0.0311294 | val_loss: 0.0311827 | Time: 1954.43 ms [2021-05-04 06:04:32 main:581] : INFO : Epoch 1571 | loss: 0.0311283 | val_loss: 0.0311853 | Time: 1933.77 ms [2021-05-04 06:04:34 main:581] : INFO : Epoch 1572 | loss: 0.0311286 | val_loss: 0.0311806 | Time: 1894.14 ms [2021-05-04 06:04:36 main:581] : INFO : Epoch 1573 | loss: 0.0311272 | val_loss: 0.031182 | Time: 1943.06 ms [2021-05-04 06:04:38 main:581] : INFO : Epoch 1574 | loss: 0.0311314 | val_loss: 0.0311891 | Time: 1954.59 ms [2021-05-04 06:04:40 main:581] : INFO : Epoch 1575 | loss: 0.0311305 | val_loss: 0.0311879 | Time: 1961.54 ms [2021-05-04 06:04:42 main:581] : INFO : Epoch 1576 | loss: 0.0311268 | val_loss: 0.0311794 | Time: 1973.66 ms [2021-05-04 06:04:44 main:581] : INFO : Epoch 1577 | loss: 0.031127 | val_loss: 0.0311797 | Time: 1903.73 ms [2021-05-04 06:04:46 main:581] : INFO : Epoch 1578 | loss: 0.0311279 | val_loss: 0.0311874 | Time: 1898.78 ms [2021-05-04 06:04:48 main:581] : INFO : Epoch 1579 | loss: 0.0311264 | val_loss: 0.0311867 | Time: 1869.64 ms [2021-05-04 06:04:49 main:581] : INFO : Epoch 1580 | loss: 0.0311268 | val_loss: 0.0311843 | Time: 1948.58 ms [2021-05-04 06:04:51 main:581] : INFO : Epoch 1581 | loss: 0.031127 | val_loss: 0.0311864 | Time: 1869.1 ms [2021-05-04 06:04:53 main:581] : INFO : Epoch 1582 | loss: 0.031133 | val_loss: 0.0311931 | Time: 1914.45 ms [2021-05-04 06:04:55 main:581] : INFO : Epoch 1583 | loss: 0.03113 | val_loss: 0.0311913 | Time: 1953.59 ms [2021-05-04 06:04:57 main:581] : INFO : Epoch 1584 | loss: 0.0311251 | val_loss: 0.0311872 | Time: 1963.91 ms [2021-05-04 06:04:59 main:581] : INFO : Epoch 1585 | loss: 0.0311272 | val_loss: 0.0311972 | Time: 1938.09 ms [2021-05-04 06:05:01 main:581] : INFO : Epoch 1586 | loss: 0.0311275 | val_loss: 0.0311883 | Time: 1947.12 ms [2021-05-04 06:05:03 main:581] : INFO : Epoch 1587 | loss: 0.0311261 | val_loss: 0.0311876 | Time: 1963.26 ms [2021-05-04 06:05:05 main:581] : INFO : Epoch 1588 | loss: 0.0311224 | val_loss: 0.0311857 | Time: 1956.19 ms [2021-05-04 06:05:07 main:581] : INFO : Epoch 1589 | loss: 0.0311244 | val_loss: 0.031204 | Time: 1921.71 ms [2021-05-04 06:05:09 main:581] : INFO : Epoch 1590 | loss: 0.0311259 | val_loss: 0.031189 | Time: 1948.5 ms [2021-05-04 06:05:11 main:581] : INFO : Epoch 1591 | loss: 0.0311254 | val_loss: 0.0311886 | Time: 1957.32 ms [2021-05-04 06:05:13 main:581] : INFO : Epoch 1592 | loss: 0.0311269 | val_loss: 0.0311879 | Time: 1951.54 ms [2021-05-04 06:05:15 main:581] : INFO : Epoch 1593 | loss: 0.0311274 | val_loss: 0.0311848 | Time: 1889.7 ms [2021-05-04 06:05:17 main:581] : INFO : Epoch 1594 | loss: 0.0311323 | val_loss: 0.0311915 | Time: 1934.26 ms [2021-05-04 06:05:18 main:581] : INFO : Epoch 1595 | loss: 0.0311268 | val_loss: 0.0311883 | Time: 1932.53 ms [2021-05-04 06:05:20 main:581] : INFO : Epoch 1596 | loss: 0.0311236 | val_loss: 0.031186 | Time: 1934.12 ms [2021-05-04 06:05:22 main:581] : INFO : Epoch 1597 | loss: 0.0311243 | val_loss: 0.0311879 | Time: 1946.18 ms [2021-05-04 06:05:24 main:581] : INFO : Epoch 1598 | loss: 0.0311231 | val_loss: 0.0311891 | Time: 1947.57 ms [2021-05-04 06:05:26 main:581] : INFO : Epoch 1599 | loss: 0.031123 | val_loss: 0.03119 | Time: 1932.03 ms [2021-05-04 06:05:28 main:581] : INFO : Epoch 1600 | loss: 0.0311278 | val_loss: 0.0311932 | Time: 1910.3 ms [2021-05-04 06:05:30 main:581] : INFO : Epoch 1601 | loss: 0.0311263 | val_loss: 0.0311856 | Time: 1771.07 ms [2021-05-04 06:05:32 main:581] : INFO : Epoch 1602 | loss: 0.0311247 | val_loss: 0.0311849 | Time: 1733.5 ms [2021-05-04 06:05:34 main:581] : INFO : Epoch 1603 | loss: 0.0311252 | val_loss: 0.0311859 | Time: 1881.87 ms [2021-05-04 06:05:35 main:581] : INFO : Epoch 1604 | loss: 0.031123 | val_loss: 0.0311857 | Time: 1876.99 ms [2021-05-04 06:05:37 main:581] : INFO : Epoch 1605 | loss: 0.0311261 | val_loss: 0.0311851 | Time: 1905.02 ms [2021-05-04 06:05:39 main:581] : INFO : Epoch 1606 | loss: 0.0311235 | val_loss: 0.0311888 | Time: 1981.51 ms [2021-05-04 06:05:41 main:581] : INFO : Epoch 1607 | loss: 0.0311278 | val_loss: 0.0311979 | Time: 1922.55 ms [2021-05-04 06:05:43 main:581] : INFO : Epoch 1608 | loss: 0.0311285 | val_loss: 0.0311995 | Time: 1967.63 ms [2021-05-04 06:05:45 main:581] : INFO : Epoch 1609 | loss: 0.0311209 | val_loss: 0.0311962 | Time: 1923.37 ms [2021-05-04 06:05:47 main:581] : INFO : Epoch 1610 | loss: 0.03112 | val_loss: 0.0311926 | Time: 1931.83 ms [2021-05-04 06:05:49 main:581] : INFO : Epoch 1611 | loss: 0.0311222 | val_loss: 0.0311901 | Time: 1941.08 ms [2021-05-04 06:05:51 main:581] : INFO : Epoch 1612 | loss: 0.0311229 | val_loss: 0.0311857 | Time: 1928.07 ms [2021-05-04 06:05:53 main:581] : INFO : Epoch 1613 | loss: 0.0311292 | val_loss: 0.0311799 | Time: 1898.06 ms [2021-05-04 06:05:55 main:581] : INFO : Epoch 1614 | loss: 0.0311273 | val_loss: 0.0311856 | Time: 1892.8 ms [2021-05-04 06:05:57 main:581] : INFO : Epoch 1615 | loss: 0.0311248 | val_loss: 0.0311867 | Time: 1938.45 ms [2021-05-04 06:05:59 main:581] : INFO : Epoch 1616 | loss: 0.0311199 | val_loss: 0.0311873 | Time: 1930.77 ms [2021-05-04 06:06:01 main:581] : INFO : Epoch 1617 | loss: 0.0311204 | val_loss: 0.0311907 | Time: 1933.39 ms [2021-05-04 06:06:02 main:581] : INFO : Epoch 1618 | loss: 0.0311252 | val_loss: 0.0311872 | Time: 1956.91 ms [2021-05-04 06:06:04 main:581] : INFO : Epoch 1619 | loss: 0.0311228 | val_loss: 0.0311867 | Time: 1892.91 ms [2021-05-04 06:06:06 main:581] : INFO : Epoch 1620 | loss: 0.0311195 | val_loss: 0.0311937 | Time: 1808.66 ms [2021-05-04 06:06:08 main:581] : INFO : Epoch 1621 | loss: 0.0311276 | val_loss: 0.0312007 | Time: 1883.66 ms [2021-05-04 06:06:10 main:581] : INFO : Epoch 1622 | loss: 0.03113 | val_loss: 0.0311864 | Time: 1934.27 ms [2021-05-04 06:06:12 main:581] : INFO : Epoch 1623 | loss: 0.0311229 | val_loss: 0.031195 | Time: 1874.37 ms [2021-05-04 06:06:14 main:581] : INFO : Epoch 1624 | loss: 0.0311204 | val_loss: 0.0311872 | Time: 1931.45 ms [2021-05-04 06:06:16 main:581] : INFO : Epoch 1625 | loss: 0.0311191 | val_loss: 0.031187 | Time: 1929.11 ms [2021-05-04 06:06:18 main:581] : INFO : Epoch 1626 | loss: 0.0311202 | val_loss: 0.0311906 | Time: 1928.36 ms [2021-05-04 06:06:20 main:581] : INFO : Epoch 1627 | loss: 0.0311207 | val_loss: 0.0311901 | Time: 1952.52 ms [2021-05-04 06:06:22 main:581] : INFO : Epoch 1628 | loss: 0.0311187 | val_loss: 0.0311945 | Time: 1900.57 ms [2021-05-04 06:06:23 main:581] : INFO : Epoch 1629 | loss: 0.0311188 | val_loss: 0.0311884 | Time: 1937.28 ms [2021-05-04 06:06:25 main:581] : INFO : Epoch 1630 | loss: 0.0311179 | val_loss: 0.0311909 | Time: 1951.59 ms [2021-05-04 06:06:27 main:581] : INFO : Epoch 1631 | loss: 0.0311184 | val_loss: 0.0311947 | Time: 1922.51 ms [2021-05-04 06:06:29 main:581] : INFO : Epoch 1632 | loss: 0.0311298 | val_loss: 0.0311919 | Time: 1942.44 ms [2021-05-04 06:06:31 main:581] : INFO : Epoch 1633 | loss: 0.0311256 | val_loss: 0.0311925 | Time: 1911.53 ms [2021-05-04 06:06:33 main:581] : INFO : Epoch 1634 | loss: 0.0311237 | val_loss: 0.031188 | Time: 1936.4 ms [2021-05-04 06:06:35 main:581] : INFO : Epoch 1635 | loss: 0.0311163 | val_loss: 0.0311926 | Time: 1919.9 ms [2021-05-04 06:06:37 main:581] : INFO : Epoch 1636 | loss: 0.0311159 | val_loss: 0.0311959 | Time: 1934.93 ms [2021-05-04 06:06:39 main:581] : INFO : Epoch 1637 | loss: 0.0311179 | val_loss: 0.0312042 | Time: 1939.69 ms [2021-05-04 06:06:41 main:581] : INFO : Epoch 1638 | loss: 0.0311207 | val_loss: 0.0311918 | Time: 1980.28 ms [2021-05-04 06:06:43 main:581] : INFO : Epoch 1639 | loss: 0.0311158 | val_loss: 0.0311919 | Time: 2075.07 ms [2021-05-04 06:06:45 main:581] : INFO : Epoch 1640 | loss: 0.0311146 | val_loss: 0.0311935 | Time: 1914.42 ms [2021-05-04 06:06:47 main:581] : INFO : Epoch 1641 | loss: 0.031116 | val_loss: 0.0311935 | Time: 1907.98 ms [2021-05-04 06:06:49 main:581] : INFO : Epoch 1642 | loss: 0.0311204 | val_loss: 0.031209 | Time: 1869.21 ms [2021-05-04 06:06:51 main:581] : INFO : Epoch 1643 | loss: 0.031125 | val_loss: 0.0311946 | Time: 1873.43 ms [2021-05-04 06:06:52 main:581] : INFO : Epoch 1644 | loss: 0.0311224 | val_loss: 0.0311912 | Time: 1913.1 ms [2021-05-04 06:06:54 main:581] : INFO : Epoch 1645 | loss: 0.0311182 | val_loss: 0.0311922 | Time: 1939.02 ms [2021-05-04 06:06:56 main:581] : INFO : Epoch 1646 | loss: 0.0311156 | val_loss: 0.0311962 | Time: 1950.46 ms [2021-05-04 06:06:58 main:581] : INFO : Epoch 1647 | loss: 0.0311181 | val_loss: 0.0311867 | Time: 1930 ms [2021-05-04 06:07:00 main:581] : INFO : Epoch 1648 | loss: 0.0311185 | val_loss: 0.031189 | Time: 1955.46 ms [2021-05-04 06:07:02 main:581] : INFO : Epoch 1649 | loss: 0.0311172 | val_loss: 0.0311945 | Time: 1883.35 ms [2021-05-04 06:07:04 main:581] : INFO : Epoch 1650 | loss: 0.0311152 | val_loss: 0.0311941 | Time: 1946.47 ms [2021-05-04 06:07:06 main:581] : INFO : Epoch 1651 | loss: 0.0311165 | val_loss: 0.03119 | Time: 1934.34 ms [2021-05-04 06:07:08 main:581] : INFO : Epoch 1652 | loss: 0.0311202 | val_loss: 0.031195 | Time: 1955.69 ms [2021-05-04 06:07:10 main:581] : INFO : Epoch 1653 | loss: 0.0311279 | val_loss: 0.0311999 | Time: 1939.25 ms [2021-05-04 06:07:12 main:581] : INFO : Epoch 1654 | loss: 0.0311264 | val_loss: 0.031191 | Time: 1840.44 ms [2021-05-04 06:07:14 main:581] : INFO : Epoch 1655 | loss: 0.0311227 | val_loss: 0.0311944 | Time: 1900.21 ms [2021-05-04 06:07:16 main:581] : INFO : Epoch 1656 | loss: 0.0311205 | val_loss: 0.0311906 | Time: 1887.19 ms [2021-05-04 06:07:17 main:581] : INFO : Epoch 1657 | loss: 0.0311275 | val_loss: 0.0311925 | Time: 1881.87 ms [2021-05-04 06:07:19 main:581] : INFO : Epoch 1658 | loss: 0.0311213 | val_loss: 0.0311884 | Time: 1903.2 ms [2021-05-04 06:07:21 main:581] : INFO : Epoch 1659 | loss: 0.0311143 | val_loss: 0.0311901 | Time: 1952.17 ms [2021-05-04 06:07:23 main:581] : INFO : Epoch 1660 | loss: 0.0311173 | val_loss: 0.0311922 | Time: 1929.24 ms [2021-05-04 06:07:25 main:581] : INFO : Epoch 1661 | loss: 0.0311183 | val_loss: 0.0311939 | Time: 1935.74 ms [2021-05-04 06:07:27 main:581] : INFO : Epoch 1662 | loss: 0.0311202 | val_loss: 0.031191 | Time: 1947.41 ms [2021-05-04 06:07:29 main:581] : INFO : Epoch 1663 | loss: 0.0311155 | val_loss: 0.0311958 | Time: 1948.1 ms [2021-05-04 06:07:31 main:581] : INFO : Epoch 1664 | loss: 0.0311176 | val_loss: 0.0311867 | Time: 1921.77 ms [2021-05-04 06:07:33 main:581] : INFO : Epoch 1665 | loss: 0.0311163 | val_loss: 0.03119 | Time: 1918.71 ms [2021-05-04 06:07:35 main:581] : INFO : Epoch 1666 | loss: 0.0311203 | val_loss: 0.0311964 | Time: 1922.71 ms [2021-05-04 06:07:37 main:581] : INFO : Epoch 1667 | loss: 0.0311188 | val_loss: 0.0311892 | Time: 1966.6 ms [2021-05-04 06:07:39 main:581] : INFO : Epoch 1668 | loss: 0.0311181 | val_loss: 0.0311875 | Time: 2043.53 ms [2021-05-04 06:07:41 main:581] : INFO : Epoch 1669 | loss: 0.0311181 | val_loss: 0.0312072 | Time: 2083.25 ms [2021-05-04 06:07:43 main:581] : INFO : Epoch 1670 | loss: 0.0311183 | val_loss: 0.0311946 | Time: 2012.99 ms [2021-05-04 06:07:45 main:581] : INFO : Epoch 1671 | loss: 0.031115 | val_loss: 0.03121 | Time: 2053.98 ms [2021-05-04 06:07:47 main:581] : INFO : Epoch 1672 | loss: 0.0311308 | val_loss: 0.0311911 | Time: 1936.42 ms [2021-05-04 06:07:49 main:581] : INFO : Epoch 1673 | loss: 0.0311227 | val_loss: 0.0311908 | Time: 1929.15 ms [2021-05-04 06:07:51 main:581] : INFO : Epoch 1674 | loss: 0.0311146 | val_loss: 0.0311845 | Time: 1880.66 ms [2021-05-04 06:07:53 main:581] : INFO : Epoch 1675 | loss: 0.0311145 | val_loss: 0.0311937 | Time: 1919.81 ms [2021-05-04 06:07:55 main:581] : INFO : Epoch 1676 | loss: 0.0311195 | val_loss: 0.0311904 | Time: 1933.63 ms [2021-05-04 06:07:57 main:581] : INFO : Epoch 1677 | loss: 0.031113 | val_loss: 0.0311909 | Time: 1959.46 ms [2021-05-04 06:07:58 main:581] : INFO : Epoch 1678 | loss: 0.0311108 | val_loss: 0.0311866 | Time: 1942.65 ms [2021-05-04 06:08:00 main:581] : INFO : Epoch 1679 | loss: 0.0311121 | val_loss: 0.0311949 | Time: 1947.48 ms [2021-05-04 06:08:02 main:581] : INFO : Epoch 1680 | loss: 0.0311258 | val_loss: 0.0311816 | Time: 1943.16 ms [2021-05-04 06:08:04 main:581] : INFO : Epoch 1681 | loss: 0.0311273 | val_loss: 0.0311891 | Time: 1957.04 ms [2021-05-04 06:08:06 main:581] : INFO : Epoch 1682 | loss: 0.0311238 | val_loss: 0.0311893 | Time: 1953.99 ms [2021-05-04 06:08:08 main:581] : INFO : Epoch 1683 | loss: 0.0311243 | val_loss: 0.0311903 | Time: 1936.4 ms [2021-05-04 06:08:10 main:581] : INFO : Epoch 1684 | loss: 0.0311149 | val_loss: 0.0311923 | Time: 1926.06 ms [2021-05-04 06:08:12 main:581] : INFO : Epoch 1685 | loss: 0.0311144 | val_loss: 0.0311946 | Time: 1887.88 ms [2021-05-04 06:08:14 main:581] : INFO : Epoch 1686 | loss: 0.0311352 | val_loss: 0.0311867 | Time: 1969.18 ms [2021-05-04 06:08:16 main:581] : INFO : Epoch 1687 | loss: 0.0311417 | val_loss: 0.0311793 | Time: 1956.54 ms [2021-05-04 06:08:18 main:581] : INFO : Epoch 1688 | loss: 0.0311328 | val_loss: 0.031181 | Time: 1910.3 ms [2021-05-04 06:08:20 main:581] : INFO : Epoch 1689 | loss: 0.0311258 | val_loss: 0.031186 | Time: 1867.95 ms [2021-05-04 06:08:22 main:581] : INFO : Epoch 1690 | loss: 0.0311209 | val_loss: 0.0311891 | Time: 1910.91 ms [2021-05-04 06:08:24 main:581] : INFO : Epoch 1691 | loss: 0.0311178 | val_loss: 0.0311855 | Time: 1926.18 ms [2021-05-04 06:08:25 main:581] : INFO : Epoch 1692 | loss: 0.031115 | val_loss: 0.0311888 | Time: 1855.69 ms [2021-05-04 06:08:27 main:581] : INFO : Epoch 1693 | loss: 0.031115 | val_loss: 0.0311827 | Time: 1949.97 ms [2021-05-04 06:08:29 main:581] : INFO : Epoch 1694 | loss: 0.0311138 | val_loss: 0.031186 | Time: 1948.57 ms [2021-05-04 06:08:31 main:581] : INFO : Epoch 1695 | loss: 0.031113 | val_loss: 0.0311884 | Time: 1896.45 ms [2021-05-04 06:08:33 main:581] : INFO : Epoch 1696 | loss: 0.0311134 | val_loss: 0.0311957 | Time: 1940.26 ms [2021-05-04 06:08:35 main:581] : INFO : Epoch 1697 | loss: 0.0311154 | val_loss: 0.0311913 | Time: 1951.16 ms [2021-05-04 06:08:37 main:581] : INFO : Epoch 1698 | loss: 0.0311144 | val_loss: 0.0311893 | Time: 1930.89 ms [2021-05-04 06:08:39 main:581] : INFO : Epoch 1699 | loss: 0.0311115 | val_loss: 0.031188 | Time: 1892.77 ms [2021-05-04 06:08:41 main:581] : INFO : Epoch 1700 | loss: 0.0311096 | val_loss: 0.0311922 | Time: 1948.6 ms [2021-05-04 06:08:43 main:581] : INFO : Epoch 1701 | loss: 0.0311131 | val_loss: 0.0311982 | Time: 1951.16 ms [2021-05-04 06:08:45 main:581] : INFO : Epoch 1702 | loss: 0.0311093 | val_loss: 0.0311949 | Time: 1930.62 ms [2021-05-04 06:08:47 main:581] : INFO : Epoch 1703 | loss: 0.0311089 | val_loss: 0.0311965 | Time: 1904.38 ms [2021-05-04 06:08:49 main:581] : INFO : Epoch 1704 | loss: 0.0311112 | val_loss: 0.0311869 | Time: 1952.09 ms [2021-05-04 06:08:51 main:581] : INFO : Epoch 1705 | loss: 0.0311164 | val_loss: 0.0311838 | Time: 1928.25 ms [2021-05-04 06:08:52 main:581] : INFO : Epoch 1706 | loss: 0.0311155 | val_loss: 0.0311914 | Time: 1954.62 ms [2021-05-04 06:08:54 main:581] : INFO : Epoch 1707 | loss: 0.0311168 | val_loss: 0.0311887 | Time: 1888.97 ms [2021-05-04 06:08:56 main:581] : INFO : Epoch 1708 | loss: 0.0311128 | val_loss: 0.0311933 | Time: 1924.63 ms [2021-05-04 06:08:58 main:581] : INFO : Epoch 1709 | loss: 0.0311108 | val_loss: 0.0311939 | Time: 1945.83 ms [2021-05-04 06:09:00 main:581] : INFO : Epoch 1710 | loss: 0.0311112 | val_loss: 0.031194 | Time: 1937.93 ms [2021-05-04 06:09:02 main:581] : INFO : Epoch 1711 | loss: 0.0311182 | val_loss: 0.0311829 | Time: 1936.64 ms [2021-05-04 06:09:04 main:581] : INFO : Epoch 1712 | loss: 0.0311335 | val_loss: 0.0311965 | Time: 1924.3 ms [2021-05-04 06:09:06 main:581] : INFO : Epoch 1713 | loss: 0.0311306 | val_loss: 0.0311843 | Time: 1939.62 ms [2021-05-04 06:09:08 main:581] : INFO : Epoch 1714 | loss: 0.0311145 | val_loss: 0.0311905 | Time: 1941.69 ms [2021-05-04 06:09:10 main:581] : INFO : Epoch 1715 | loss: 0.0311099 | val_loss: 0.0311805 | Time: 1852 ms [2021-05-04 06:09:12 main:581] : INFO : Epoch 1716 | loss: 0.0311146 | val_loss: 0.0311937 | Time: 1950.64 ms [2021-05-04 06:09:14 main:581] : INFO : Epoch 1717 | loss: 0.0311186 | val_loss: 0.0311947 | Time: 1931.12 ms [2021-05-04 06:09:16 main:581] : INFO : Epoch 1718 | loss: 0.031128 | val_loss: 0.0311897 | Time: 1949.26 ms [2021-05-04 06:09:18 main:581] : INFO : Epoch 1719 | loss: 0.0311158 | val_loss: 0.0311781 | Time: 1942.47 ms [2021-05-04 06:09:20 main:581] : INFO : Epoch 1720 | loss: 0.0311262 | val_loss: 0.0311825 | Time: 1967.84 ms [2021-05-04 06:09:21 main:581] : INFO : Epoch 1721 | loss: 0.03112 | val_loss: 0.0311865 | Time: 1897.08 ms [2021-05-04 06:09:23 main:581] : INFO : Epoch 1722 | loss: 0.0311145 | val_loss: 0.0311854 | Time: 1926.82 ms [2021-05-04 06:09:25 main:581] : INFO : Epoch 1723 | loss: 0.0311129 | val_loss: 0.0311883 | Time: 1923.68 ms [2021-05-04 06:09:27 main:581] : INFO : Epoch 1724 | loss: 0.0311115 | val_loss: 0.0311941 | Time: 1931.38 ms [2021-05-04 06:09:29 main:581] : INFO : Epoch 1725 | loss: 0.0311119 | val_loss: 0.0311907 | Time: 1921.88 ms [2021-05-04 06:09:31 main:581] : INFO : Epoch 1726 | loss: 0.0311137 | val_loss: 0.0311907 | Time: 1887.74 ms [2021-05-04 06:09:33 main:581] : INFO : Epoch 1727 | loss: 0.0311059 | val_loss: 0.0311902 | Time: 1912.34 ms [2021-05-04 06:09:35 main:581] : INFO : Epoch 1728 | loss: 0.0311078 | val_loss: 0.0311884 | Time: 1883.86 ms [2021-05-04 06:09:37 main:581] : INFO : Epoch 1729 | loss: 0.031109 | val_loss: 0.0311901 | Time: 1928.41 ms [2021-05-04 06:09:39 main:581] : INFO : Epoch 1730 | loss: 0.0311083 | val_loss: 0.0311868 | Time: 1939.28 ms [2021-05-04 06:09:41 main:581] : INFO : Epoch 1731 | loss: 0.0311085 | val_loss: 0.0311863 | Time: 1937.64 ms [2021-05-04 06:09:43 main:581] : INFO : Epoch 1732 | loss: 0.0311106 | val_loss: 0.0311959 | Time: 1922.58 ms [2021-05-04 06:09:44 main:581] : INFO : Epoch 1733 | loss: 0.0311117 | val_loss: 0.0311866 | Time: 1905.29 ms [2021-05-04 06:09:46 main:581] : INFO : Epoch 1734 | loss: 0.0311093 | val_loss: 0.0311966 | Time: 1920.24 ms [2021-05-04 06:09:48 main:581] : INFO : Epoch 1735 | loss: 0.031109 | val_loss: 0.0311854 | Time: 2036.39 ms [2021-05-04 06:09:51 main:581] : INFO : Epoch 1736 | loss: 0.0311145 | val_loss: 0.0311857 | Time: 2185.6 ms [2021-05-04 06:09:53 main:581] : INFO : Epoch 1737 | loss: 0.0311201 | val_loss: 0.0311778 | Time: 1943.43 ms [2021-05-04 06:09:54 main:581] : INFO : Epoch 1738 | loss: 0.0311174 | val_loss: 0.0311834 | Time: 1935.05 ms [2021-05-04 06:09:56 main:581] : INFO : Epoch 1739 | loss: 0.0311123 | val_loss: 0.0311862 | Time: 1925.12 ms [2021-05-04 06:09:58 main:581] : INFO : Epoch 1740 | loss: 0.0311076 | val_loss: 0.0311832 | Time: 2082.93 ms [2021-05-04 06:10:00 main:581] : INFO : Epoch 1741 | loss: 0.0311077 | val_loss: 0.0311949 | Time: 1913.62 ms [2021-05-04 06:10:02 main:581] : INFO : Epoch 1742 | loss: 0.0311055 | val_loss: 0.0311887 | Time: 1930.97 ms [2021-05-04 06:10:04 main:581] : INFO : Epoch 1743 | loss: 0.0311078 | val_loss: 0.0311913 | Time: 1973.59 ms [2021-05-04 06:10:06 main:581] : INFO : Epoch 1744 | loss: 0.031108 | val_loss: 0.0311817 | Time: 1950.82 ms [2021-05-04 06:10:08 main:581] : INFO : Epoch 1745 | loss: 0.031109 | val_loss: 0.0311882 | Time: 1938.98 ms [2021-05-04 06:10:10 main:581] : INFO : Epoch 1746 | loss: 0.0311086 | val_loss: 0.0311903 | Time: 1916.21 ms [2021-05-04 06:10:12 main:581] : INFO : Epoch 1747 | loss: 0.0311123 | val_loss: 0.0311827 | Time: 1928.33 ms [2021-05-04 06:10:14 main:581] : INFO : Epoch 1748 | loss: 0.0311204 | val_loss: 0.0311938 | Time: 1955.16 ms [2021-05-04 06:10:16 main:581] : INFO : Epoch 1749 | loss: 0.0311133 | val_loss: 0.0311901 | Time: 1930.74 ms [2021-05-04 06:10:18 main:581] : INFO : Epoch 1750 | loss: 0.031113 | val_loss: 0.0311883 | Time: 1920.8 ms [2021-05-04 06:10:20 main:581] : INFO : Epoch 1751 | loss: 0.0311046 | val_loss: 0.031187 | Time: 1939.72 ms [2021-05-04 06:10:22 main:581] : INFO : Epoch 1752 | loss: 0.031101 | val_loss: 0.0311943 | Time: 1925.91 ms [2021-05-04 06:10:24 main:581] : INFO : Epoch 1753 | loss: 0.0311065 | val_loss: 0.0311852 | Time: 1949.06 ms [2021-05-04 06:10:26 main:581] : INFO : Epoch 1754 | loss: 0.0311087 | val_loss: 0.0311953 | Time: 1940.39 ms [2021-05-04 06:10:28 main:581] : INFO : Epoch 1755 | loss: 0.0311025 | val_loss: 0.0311847 | Time: 1937.89 ms [2021-05-04 06:10:29 main:581] : INFO : Epoch 1756 | loss: 0.0311032 | val_loss: 0.0312016 | Time: 1882.13 ms [2021-05-04 06:10:31 main:581] : INFO : Epoch 1757 | loss: 0.0311076 | val_loss: 0.0312039 | Time: 1916.47 ms [2021-05-04 06:10:33 main:581] : INFO : Epoch 1758 | loss: 0.0311082 | val_loss: 0.0311751 | Time: 1939.47 ms [2021-05-04 06:10:35 main:581] : INFO : Epoch 1759 | loss: 0.0311048 | val_loss: 0.0311911 | Time: 1884.14 ms [2021-05-04 06:10:37 main:581] : INFO : Epoch 1760 | loss: 0.0311064 | val_loss: 0.0311858 | Time: 1887.35 ms [2021-05-04 06:10:39 main:581] : INFO : Epoch 1761 | loss: 0.0311108 | val_loss: 0.0311891 | Time: 1916.89 ms [2021-05-04 06:10:41 main:581] : INFO : Epoch 1762 | loss: 0.031149 | val_loss: 0.0311715 | Time: 1957.95 ms [2021-05-04 06:10:43 main:581] : INFO : Epoch 1763 | loss: 0.0311457 | val_loss: 0.031173 | Time: 1924.61 ms [2021-05-04 06:10:45 main:581] : INFO : Epoch 1764 | loss: 0.0311365 | val_loss: 0.0311671 | Time: 1935.23 ms [2021-05-04 06:10:47 main:581] : INFO : Epoch 1765 | loss: 0.0311331 | val_loss: 0.031171 | Time: 1964.4 ms [2021-05-04 06:10:49 main:581] : INFO : Epoch 1766 | loss: 0.0311268 | val_loss: 0.0311702 | Time: 1897.9 ms [2021-05-04 06:10:51 main:581] : INFO : Epoch 1767 | loss: 0.0311292 | val_loss: 0.0311698 | Time: 1902.65 ms [2021-05-04 06:10:52 main:581] : INFO : Epoch 1768 | loss: 0.0311333 | val_loss: 0.0311733 | Time: 1899.12 ms [2021-05-04 06:10:54 main:581] : INFO : Epoch 1769 | loss: 0.0311292 | val_loss: 0.0311674 | Time: 1920.04 ms [2021-05-04 06:10:56 main:581] : INFO : Epoch 1770 | loss: 0.031125 | val_loss: 0.031174 | Time: 1948.51 ms [2021-05-04 06:10:58 main:581] : INFO : Epoch 1771 | loss: 0.0311213 | val_loss: 0.0311772 | Time: 2068.94 ms [2021-05-04 06:11:01 main:581] : INFO : Epoch 1772 | loss: 0.0311177 | val_loss: 0.0311745 | Time: 2149.77 ms [2021-05-04 06:11:03 main:581] : INFO : Epoch 1773 | loss: 0.0311138 | val_loss: 0.0311774 | Time: 2182.57 ms [2021-05-04 06:11:05 main:581] : INFO : Epoch 1774 | loss: 0.0311137 | val_loss: 0.0311884 | Time: 1964.13 ms [2021-05-04 06:11:07 main:581] : INFO : Epoch 1775 | loss: 0.0311153 | val_loss: 0.0311865 | Time: 1947.34 ms [2021-05-04 06:11:09 main:581] : INFO : Epoch 1776 | loss: 0.0311159 | val_loss: 0.0311768 | Time: 1892.82 ms [2021-05-04 06:11:10 main:581] : INFO : Epoch 1777 | loss: 0.0311165 | val_loss: 0.0311829 | Time: 1919.01 ms [2021-05-04 06:11:12 main:581] : INFO : Epoch 1778 | loss: 0.0311155 | val_loss: 0.0311756 | Time: 1890.68 ms [2021-05-04 06:11:14 main:581] : INFO : Epoch 1779 | loss: 0.0311124 | val_loss: 0.0311784 | Time: 1954.66 ms [2021-05-04 06:11:16 main:581] : INFO : Epoch 1780 | loss: 0.0311106 | val_loss: 0.0311812 | Time: 1945.43 ms [2021-05-04 06:11:18 main:581] : INFO : Epoch 1781 | loss: 0.0311085 | val_loss: 0.0311806 | Time: 1954.53 ms [2021-05-04 06:11:20 main:581] : INFO : Epoch 1782 | loss: 0.0311078 | val_loss: 0.0311884 | Time: 1873.43 ms [2021-05-04 06:11:22 main:581] : INFO : Epoch 1783 | loss: 0.0311127 | val_loss: 0.0311882 | Time: 1930.9 ms [2021-05-04 06:11:24 main:581] : INFO : Epoch 1784 | loss: 0.0311126 | val_loss: 0.0311792 | Time: 1903.28 ms [2021-05-04 06:11:26 main:581] : INFO : Epoch 1785 | loss: 0.0311091 | val_loss: 0.0311903 | Time: 1908.57 ms [2021-05-04 06:11:28 main:581] : INFO : Epoch 1786 | loss: 0.0311106 | val_loss: 0.03118 | Time: 1948.69 ms [2021-05-04 06:11:30 main:581] : INFO : Epoch 1787 | loss: 0.0311166 | val_loss: 0.0311815 | Time: 1938.62 ms [2021-05-04 06:11:32 main:581] : INFO : Epoch 1788 | loss: 0.0311156 | val_loss: 0.0311825 | Time: 1927.07 ms [2021-05-04 06:11:34 main:581] : INFO : Epoch 1789 | loss: 0.0311146 | val_loss: 0.0311775 | Time: 1955.51 ms [2021-05-04 06:11:36 main:581] : INFO : Epoch 1790 | loss: 0.0311143 | val_loss: 0.0311836 | Time: 1951.87 ms [2021-05-04 06:11:37 main:581] : INFO : Epoch 1791 | loss: 0.0311093 | val_loss: 0.0311812 | Time: 1914.67 ms [2021-05-04 06:11:39 main:581] : INFO : Epoch 1792 | loss: 0.0311033 | val_loss: 0.0311878 | Time: 1923.89 ms [2021-05-04 06:11:41 main:581] : INFO : Epoch 1793 | loss: 0.0311145 | val_loss: 0.0311816 | Time: 1886.77 ms [2021-05-04 06:11:43 main:581] : INFO : Epoch 1794 | loss: 0.0311193 | val_loss: 0.0311724 | Time: 1898.46 ms [2021-05-04 06:11:45 main:581] : INFO : Epoch 1795 | loss: 0.0311112 | val_loss: 0.0311891 | Time: 1936.93 ms [2021-05-04 06:11:47 main:581] : INFO : Epoch 1796 | loss: 0.03111 | val_loss: 0.0311807 | Time: 1959.08 ms [2021-05-04 06:11:49 main:581] : INFO : Epoch 1797 | loss: 0.0311052 | val_loss: 0.0311799 | Time: 1927.58 ms [2021-05-04 06:11:51 main:581] : INFO : Epoch 1798 | loss: 0.0311064 | val_loss: 0.0311844 | Time: 1905.31 ms [2021-05-04 06:11:53 main:581] : INFO : Epoch 1799 | loss: 0.0311082 | val_loss: 0.0311845 | Time: 1956.73 ms [2021-05-04 06:11:55 main:581] : INFO : Epoch 1800 | loss: 0.0311043 | val_loss: 0.0311847 | Time: 1908.53 ms [2021-05-04 06:11:57 main:581] : INFO : Epoch 1801 | loss: 0.0311062 | val_loss: 0.031183 | Time: 1883.41 ms [2021-05-04 06:11:59 main:581] : INFO : Epoch 1802 | loss: 0.0311058 | val_loss: 0.0311764 | Time: 1901.97 ms [2021-05-04 06:12:00 main:581] : INFO : Epoch 1803 | loss: 0.0311087 | val_loss: 0.0311845 | Time: 1856.92 ms [2021-05-04 06:12:02 main:581] : INFO : Epoch 1804 | loss: 0.0311542 | val_loss: 0.0311761 | Time: 1915.3 ms [2021-05-04 06:12:04 main:581] : INFO : Epoch 1805 | loss: 0.0311484 | val_loss: 0.0311745 | Time: 1957.88 ms [2021-05-04 06:12:06 main:581] : INFO : Epoch 1806 | loss: 0.0311377 | val_loss: 0.0311727 | Time: 1891.73 ms [2021-05-04 06:12:08 main:581] : INFO : Epoch 1807 | loss: 0.031128 | val_loss: 0.0311778 | Time: 2123.76 ms [2021-05-04 06:12:10 main:581] : INFO : Epoch 1808 | loss: 0.0311236 | val_loss: 0.0311803 | Time: 1969.61 ms [2021-05-04 06:12:12 main:581] : INFO : Epoch 1809 | loss: 0.03112 | val_loss: 0.0311755 | Time: 1927.46 ms [2021-05-04 06:12:14 main:581] : INFO : Epoch 1810 | loss: 0.0311139 | val_loss: 0.0311788 | Time: 1957.52 ms [2021-05-04 06:12:16 main:581] : INFO : Epoch 1811 | loss: 0.0311128 | val_loss: 0.0311774 | Time: 1908.21 ms [2021-05-04 06:12:18 main:581] : INFO : Epoch 1812 | loss: 0.0311147 | val_loss: 0.0311807 | Time: 1956.46 ms [2021-05-04 06:12:20 main:581] : INFO : Epoch 1813 | loss: 0.0311131 | val_loss: 0.0311808 | Time: 1955.97 ms [2021-05-04 06:12:22 main:581] : INFO : Epoch 1814 | loss: 0.0311178 | val_loss: 0.0311787 | Time: 1940.22 ms [2021-05-04 06:12:24 main:581] : INFO : Epoch 1815 | loss: 0.0311124 | val_loss: 0.0311782 | Time: 1915.63 ms [2021-05-04 06:12:26 main:581] : INFO : Epoch 1816 | loss: 0.0311089 | val_loss: 0.0311729 | Time: 1928.43 ms [2021-05-04 06:12:28 main:581] : INFO : Epoch 1817 | loss: 0.0311113 | val_loss: 0.03118 | Time: 1908 ms [2021-05-04 06:12:29 main:581] : INFO : Epoch 1818 | loss: 0.0311091 | val_loss: 0.0311944 | Time: 1841.76 ms [2021-05-04 06:12:31 main:581] : INFO : Epoch 1819 | loss: 0.0311124 | val_loss: 0.0311797 | Time: 1947.56 ms [2021-05-04 06:12:33 main:581] : INFO : Epoch 1820 | loss: 0.0311128 | val_loss: 0.0311885 | Time: 1880.6 ms [2021-05-04 06:12:35 main:581] : INFO : Epoch 1821 | loss: 0.0311156 | val_loss: 0.0311928 | Time: 1936.86 ms [2021-05-04 06:12:37 main:581] : INFO : Epoch 1822 | loss: 0.0311065 | val_loss: 0.0311748 | Time: 1955.02 ms [2021-05-04 06:12:39 main:581] : INFO : Epoch 1823 | loss: 0.0311036 | val_loss: 0.0311764 | Time: 1913.52 ms [2021-05-04 06:12:41 main:581] : INFO : Epoch 1824 | loss: 0.0311011 | val_loss: 0.0311822 | Time: 1906.84 ms [2021-05-04 06:12:43 main:581] : INFO : Epoch 1825 | loss: 0.031104 | val_loss: 0.0311785 | Time: 1880.93 ms [2021-05-04 06:12:45 main:581] : INFO : Epoch 1826 | loss: 0.0311028 | val_loss: 0.0311809 | Time: 1877.39 ms [2021-05-04 06:12:47 main:581] : INFO : Epoch 1827 | loss: 0.0311094 | val_loss: 0.0311822 | Time: 1875.83 ms [2021-05-04 06:12:49 main:581] : INFO : Epoch 1828 | loss: 0.031112 | val_loss: 0.0311792 | Time: 1912.44 ms [2021-05-04 06:12:50 main:581] : INFO : Epoch 1829 | loss: 0.0311108 | val_loss: 0.0311894 | Time: 1928.64 ms [2021-05-04 06:12:52 main:581] : INFO : Epoch 1830 | loss: 0.0311032 | val_loss: 0.0311808 | Time: 1906.79 ms [2021-05-04 06:12:54 main:581] : INFO : Epoch 1831 | loss: 0.031103 | val_loss: 0.0311842 | Time: 1894.64 ms [2021-05-04 06:12:56 main:581] : INFO : Epoch 1832 | loss: 0.0311002 | val_loss: 0.0311891 | Time: 1515.7 ms [2021-05-04 06:12:58 main:581] : INFO : Epoch 1833 | loss: 0.0310984 | val_loss: 0.0311846 | Time: 1878.43 ms [2021-05-04 06:13:00 main:581] : INFO : Epoch 1834 | loss: 0.0310984 | val_loss: 0.0311811 | Time: 1924.73 ms [2021-05-04 06:13:02 main:581] : INFO : Epoch 1835 | loss: 0.0311029 | val_loss: 0.0311818 | Time: 1933.16 ms [2021-05-04 06:13:03 main:581] : INFO : Epoch 1836 | loss: 0.0311038 | val_loss: 0.0311823 | Time: 1908.5 ms [2021-05-04 06:13:05 main:581] : INFO : Epoch 1837 | loss: 0.0311017 | val_loss: 0.0311878 | Time: 1921.5 ms [2021-05-04 06:13:07 main:581] : INFO : Epoch 1838 | loss: 0.0311 | val_loss: 0.0311787 | Time: 1950.66 ms [2021-05-04 06:13:09 main:581] : INFO : Epoch 1839 | loss: 0.0310994 | val_loss: 0.0311828 | Time: 1943.07 ms [2021-05-04 06:13:11 main:581] : INFO : Epoch 1840 | loss: 0.0311006 | val_loss: 0.0311855 | Time: 1953.06 ms [2021-05-04 06:13:13 main:581] : INFO : Epoch 1841 | loss: 0.0311082 | val_loss: 0.0311773 | Time: 1947.34 ms [2021-05-04 06:13:15 main:581] : INFO : Epoch 1842 | loss: 0.031106 | val_loss: 0.0311834 | Time: 1949.34 ms [2021-05-04 06:13:17 main:581] : INFO : Epoch 1843 | loss: 0.0311026 | val_loss: 0.0311912 | Time: 1885.94 ms [2021-05-04 06:13:19 main:581] : INFO : Epoch 1844 | loss: 0.0311028 | val_loss: 0.0311801 | Time: 1950.89 ms [2021-05-04 06:13:21 main:581] : INFO : Epoch 1845 | loss: 0.0311009 | val_loss: 0.0311956 | Time: 1936.03 ms [2021-05-04 06:13:23 main:581] : INFO : Epoch 1846 | loss: 0.0311015 | val_loss: 0.0311814 | Time: 1955.28 ms [2021-05-04 06:13:25 main:581] : INFO : Epoch 1847 | loss: 0.0310986 | val_loss: 0.0311901 | Time: 1918.64 ms [2021-05-04 06:13:27 main:581] : INFO : Epoch 1848 | loss: 0.031106 | val_loss: 0.0311818 | Time: 1935.45 ms [2021-05-04 06:13:29 main:581] : INFO : Epoch 1849 | loss: 0.0311039 | val_loss: 0.0311848 | Time: 1949.39 ms [2021-05-04 06:13:31 main:581] : INFO : Epoch 1850 | loss: 0.0311018 | val_loss: 0.0311847 | Time: 1895.41 ms [2021-05-04 06:13:32 main:581] : INFO : Epoch 1851 | loss: 0.031099 | val_loss: 0.0311926 | Time: 1943.34 ms [2021-05-04 06:13:34 main:581] : INFO : Epoch 1852 | loss: 0.0310997 | val_loss: 0.031186 | Time: 1932.85 ms [2021-05-04 06:13:36 main:581] : INFO : Epoch 1853 | loss: 0.0311005 | val_loss: 0.0311893 | Time: 1913.89 ms [2021-05-04 06:13:38 main:581] : INFO : Epoch 1854 | loss: 0.0311028 | val_loss: 0.0311848 | Time: 1936.9 ms [2021-05-04 06:13:40 main:581] : INFO : Epoch 1855 | loss: 0.0311017 | val_loss: 0.0311913 | Time: 1942.54 ms [2021-05-04 06:13:42 main:581] : INFO : Epoch 1856 | loss: 0.0311073 | val_loss: 0.0311981 | Time: 1966.01 ms [2021-05-04 06:13:44 main:581] : INFO : Epoch 1857 | loss: 0.0310995 | val_loss: 0.0311844 | Time: 1917.65 ms [2021-05-04 06:13:46 main:581] : INFO : Epoch 1858 | loss: 0.0310988 | val_loss: 0.0311822 | Time: 1950.13 ms [2021-05-04 06:13:48 main:581] : INFO : Epoch 1859 | loss: 0.0310992 | val_loss: 0.0311845 | Time: 1865.77 ms [2021-05-04 06:13:50 main:581] : INFO : Epoch 1860 | loss: 0.03112 | val_loss: 0.0311822 | Time: 1913.52 ms [2021-05-04 06:13:52 main:581] : INFO : Epoch 1861 | loss: 0.031131 | val_loss: 0.0311792 | Time: 1887.08 ms [2021-05-04 06:13:54 main:581] : INFO : Epoch 1862 | loss: 0.0311219 | val_loss: 0.0311781 | Time: 1923.64 ms [2021-05-04 06:13:56 main:581] : INFO : Epoch 1863 | loss: 0.0311173 | val_loss: 0.0311793 | Time: 1902.35 ms [2021-05-04 06:13:57 main:581] : INFO : Epoch 1864 | loss: 0.031114 | val_loss: 0.0311787 | Time: 1845.1 ms [2021-05-04 06:13:59 main:581] : INFO : Epoch 1865 | loss: 0.0311089 | val_loss: 0.0311969 | Time: 1911.19 ms [2021-05-04 06:14:01 main:581] : INFO : Epoch 1866 | loss: 0.0311116 | val_loss: 0.0311829 | Time: 1920.21 ms [2021-05-04 06:14:03 main:581] : INFO : Epoch 1867 | loss: 0.031109 | val_loss: 0.0311892 | Time: 1947.4 ms [2021-05-04 06:14:05 main:581] : INFO : Epoch 1868 | loss: 0.0311057 | val_loss: 0.0311793 | Time: 1896.2 ms [2021-05-04 06:14:07 main:581] : INFO : Epoch 1869 | loss: 0.0311155 | val_loss: 0.0311816 | Time: 1941.57 ms [2021-05-04 06:14:09 main:581] : INFO : Epoch 1870 | loss: 0.0311129 | val_loss: 0.0311792 | Time: 1947.83 ms [2021-05-04 06:14:11 main:581] : INFO : Epoch 1871 | loss: 0.0311165 | val_loss: 0.0311766 | Time: 1863.6 ms [2021-05-04 06:14:13 main:581] : INFO : Epoch 1872 | loss: 0.0311134 | val_loss: 0.0311793 | Time: 1947.15 ms [2021-05-04 06:14:15 main:581] : INFO : Epoch 1873 | loss: 0.0311093 | val_loss: 0.0311748 | Time: 2086.05 ms [2021-05-04 06:14:17 main:581] : INFO : Epoch 1874 | loss: 0.0311261 | val_loss: 0.0311683 | Time: 2000.44 ms [2021-05-04 06:14:19 main:581] : INFO : Epoch 1875 | loss: 0.031121 | val_loss: 0.0311772 | Time: 1928.25 ms [2021-05-04 06:14:21 main:581] : INFO : Epoch 1876 | loss: 0.0311156 | val_loss: 0.0311762 | Time: 1959.68 ms [2021-05-04 06:14:23 main:581] : INFO : Epoch 1877 | loss: 0.0311138 | val_loss: 0.0311748 | Time: 1929.12 ms [2021-05-04 06:14:25 main:581] : INFO : Epoch 1878 | loss: 0.031107 | val_loss: 0.0311757 | Time: 1902.86 ms [2021-05-04 06:14:26 main:581] : INFO : Epoch 1879 | loss: 0.0311031 | val_loss: 0.0311776 | Time: 1889.67 ms [2021-05-04 06:14:28 main:581] : INFO : Epoch 1880 | loss: 0.0311028 | val_loss: 0.0311797 | Time: 1897.04 ms [2021-05-04 06:14:30 main:581] : INFO : Epoch 1881 | loss: 0.0311036 | val_loss: 0.0311903 | Time: 1926.54 ms [2021-05-04 06:14:32 main:581] : INFO : Epoch 1882 | loss: 0.0310995 | val_loss: 0.0311789 | Time: 1951.01 ms [2021-05-04 06:14:34 main:581] : INFO : Epoch 1883 | loss: 0.0310954 | val_loss: 0.0311775 | Time: 1957.25 ms [2021-05-04 06:14:36 main:581] : INFO : Epoch 1884 | loss: 0.0310978 | val_loss: 0.0311893 | Time: 1957.89 ms [2021-05-04 06:14:38 main:581] : INFO : Epoch 1885 | loss: 0.0311012 | val_loss: 0.0311818 | Time: 1950.16 ms [2021-05-04 06:14:40 main:581] : INFO : Epoch 1886 | loss: 0.0310997 | val_loss: 0.0311807 | Time: 1921.67 ms [2021-05-04 06:14:42 main:581] : INFO : Epoch 1887 | loss: 0.0310978 | val_loss: 0.0311833 | Time: 1930.85 ms [2021-05-04 06:14:44 main:581] : INFO : Epoch 1888 | loss: 0.0311001 | val_loss: 0.0311797 | Time: 1928.23 ms [2021-05-04 06:14:46 main:581] : INFO : Epoch 1889 | loss: 0.031099 | val_loss: 0.031184 | Time: 1915.26 ms [2021-05-04 06:14:48 main:581] : INFO : Epoch 1890 | loss: 0.0310986 | val_loss: 0.0311812 | Time: 1920.04 ms [2021-05-04 06:14:50 main:581] : INFO : Epoch 1891 | loss: 0.0310971 | val_loss: 0.031181 | Time: 1928.6 ms [2021-05-04 06:14:52 main:581] : INFO : Epoch 1892 | loss: 0.031095 | val_loss: 0.0311812 | Time: 1888.35 ms [2021-05-04 06:14:53 main:581] : INFO : Epoch 1893 | loss: 0.0310929 | val_loss: 0.031188 | Time: 1897.46 ms [2021-05-04 06:14:55 main:581] : INFO : Epoch 1894 | loss: 0.0310916 | val_loss: 0.0311849 | Time: 1944.2 ms [2021-05-04 06:14:57 main:581] : INFO : Epoch 1895 | loss: 0.0310899 | val_loss: 0.0311901 | Time: 1916.5 ms [2021-05-04 06:14:59 main:581] : INFO : Epoch 1896 | loss: 0.0310943 | val_loss: 0.0311815 | Time: 1880.38 ms [2021-05-04 06:15:01 main:581] : INFO : Epoch 1897 | loss: 0.031094 | val_loss: 0.031189 | Time: 1881.66 ms [2021-05-04 06:15:03 main:581] : INFO : Epoch 1898 | loss: 0.0310952 | val_loss: 0.0311866 | Time: 1941.66 ms [2021-05-04 06:15:05 main:581] : INFO : Epoch 1899 | loss: 0.0310987 | val_loss: 0.0311854 | Time: 1950.37 ms [2021-05-04 06:15:07 main:581] : INFO : Epoch 1900 | loss: 0.0310993 | val_loss: 0.0311877 | Time: 1872.72 ms [2021-05-04 06:15:09 main:581] : INFO : Epoch 1901 | loss: 0.0311065 | val_loss: 0.0311827 | Time: 1914.04 ms [2021-05-04 06:15:11 main:581] : INFO : Epoch 1902 | loss: 0.0310996 | val_loss: 0.0311826 | Time: 1954.91 ms [2021-05-04 06:15:13 main:581] : INFO : Epoch 1903 | loss: 0.0310982 | val_loss: 0.0311796 | Time: 1917.17 ms [2021-05-04 06:15:15 main:581] : INFO : Epoch 1904 | loss: 0.0310993 | val_loss: 0.0311811 | Time: 1932.97 ms [2021-05-04 06:15:16 main:581] : INFO : Epoch 1905 | loss: 0.0311041 | val_loss: 0.0311769 | Time: 1902.4 ms [2021-05-04 06:15:18 main:581] : INFO : Epoch 1906 | loss: 0.0311013 | val_loss: 0.031183 | Time: 1887.16 ms [2021-05-04 06:15:20 main:581] : INFO : Epoch 1907 | loss: 0.0311001 | val_loss: 0.0311836 | Time: 1884.07 ms [2021-05-04 06:15:22 main:581] : INFO : Epoch 1908 | loss: 0.0310966 | val_loss: 0.0311786 | Time: 1909.85 ms [2021-05-04 06:15:24 main:581] : INFO : Epoch 1909 | loss: 0.0311007 | val_loss: 0.0311799 | Time: 1902.83 ms [2021-05-04 06:15:26 main:581] : INFO : Epoch 1910 | loss: 0.0311 | val_loss: 0.031189 | Time: 1866.03 ms [2021-05-04 06:15:28 main:581] : INFO : Epoch 1911 | loss: 0.0311034 | val_loss: 0.0311771 | Time: 1888.87 ms [2021-05-04 06:15:30 main:581] : INFO : Epoch 1912 | loss: 0.0311045 | val_loss: 0.0311903 | Time: 1903.6 ms [2021-05-04 06:15:32 main:581] : INFO : Epoch 1913 | loss: 0.0311021 | val_loss: 0.0311869 | Time: 1926.64 ms [2021-05-04 06:15:34 main:581] : INFO : Epoch 1914 | loss: 0.0311069 | val_loss: 0.0311949 | Time: 1936.38 ms [2021-05-04 06:15:35 main:581] : INFO : Epoch 1915 | loss: 0.0311059 | val_loss: 0.0311728 | Time: 1882.37 ms [2021-05-04 06:15:37 main:581] : INFO : Epoch 1916 | loss: 0.0311012 | val_loss: 0.0311828 | Time: 1882.69 ms [2021-05-04 06:15:39 main:581] : INFO : Epoch 1917 | loss: 0.0310998 | val_loss: 0.0311826 | Time: 1876.03 ms [2021-05-04 06:15:41 main:581] : INFO : Epoch 1918 | loss: 0.0311036 | val_loss: 0.031183 | Time: 1954.54 ms [2021-05-04 06:15:43 main:581] : INFO : Epoch 1919 | loss: 0.0310989 | val_loss: 0.0311794 | Time: 1863.41 ms [2021-05-04 06:15:45 main:581] : INFO : Epoch 1920 | loss: 0.031096 | val_loss: 0.0311792 | Time: 1877.82 ms [2021-05-04 06:15:47 main:581] : INFO : Epoch 1921 | loss: 0.0310985 | val_loss: 0.0311826 | Time: 1881.44 ms [2021-05-04 06:15:49 main:581] : INFO : Epoch 1922 | loss: 0.0310925 | val_loss: 0.0311933 | Time: 1884.82 ms [2021-05-04 06:15:51 main:581] : INFO : Epoch 1923 | loss: 0.0310944 | val_loss: 0.0311909 | Time: 1886.72 ms [2021-05-04 06:15:53 main:581] : INFO : Epoch 1924 | loss: 0.0310946 | val_loss: 0.0311809 | Time: 1952.26 ms [2021-05-04 06:15:54 main:581] : INFO : Epoch 1925 | loss: 0.0310983 | val_loss: 0.0311756 | Time: 1924.56 ms [2021-05-04 06:15:56 main:581] : INFO : Epoch 1926 | loss: 0.0310967 | val_loss: 0.0311806 | Time: 1921.03 ms [2021-05-04 06:15:58 main:581] : INFO : Epoch 1927 | loss: 0.031095 | val_loss: 0.0311782 | Time: 1887.15 ms [2021-05-04 06:16:00 main:581] : INFO : Epoch 1928 | loss: 0.0310917 | val_loss: 0.0311793 | Time: 1812.71 ms [2021-05-04 06:16:02 main:581] : INFO : Epoch 1929 | loss: 0.0310915 | val_loss: 0.0311809 | Time: 1908.41 ms [2021-05-04 06:16:04 main:581] : INFO : Epoch 1930 | loss: 0.0310918 | val_loss: 0.0311957 | Time: 1943.61 ms [2021-05-04 06:16:06 main:581] : INFO : Epoch 1931 | loss: 0.031092 | val_loss: 0.031178 | Time: 1948.48 ms [2021-05-04 06:16:08 main:581] : INFO : Epoch 1932 | loss: 0.0310948 | val_loss: 0.0311888 | Time: 1914.73 ms [2021-05-04 06:16:10 main:581] : INFO : Epoch 1933 | loss: 0.0310909 | val_loss: 0.0311901 | Time: 1890.04 ms [2021-05-04 06:16:12 main:581] : INFO : Epoch 1934 | loss: 0.0310885 | val_loss: 0.0311848 | Time: 1930.48 ms [2021-05-04 06:16:14 main:581] : INFO : Epoch 1935 | loss: 0.0310909 | val_loss: 0.0311869 | Time: 1937.07 ms [2021-05-04 06:16:15 main:581] : INFO : Epoch 1936 | loss: 0.03109 | val_loss: 0.0311821 | Time: 1945.55 ms [2021-05-04 06:16:17 main:581] : INFO : Epoch 1937 | loss: 0.0310942 | val_loss: 0.031184 | Time: 1882.82 ms [2021-05-04 06:16:19 main:581] : INFO : Epoch 1938 | loss: 0.0310965 | val_loss: 0.0311767 | Time: 1913.66 ms [2021-05-04 06:16:21 main:581] : INFO : Epoch 1939 | loss: 0.0310945 | val_loss: 0.0311927 | Time: 1947.18 ms [2021-05-04 06:16:23 main:581] : INFO : Epoch 1940 | loss: 0.0310968 | val_loss: 0.0311887 | Time: 1962.38 ms [2021-05-04 06:16:25 main:581] : INFO : Epoch 1941 | loss: 0.0311054 | val_loss: 0.0311811 | Time: 1892.65 ms [2021-05-04 06:16:27 main:581] : INFO : Epoch 1942 | loss: 0.0311019 | val_loss: 0.0311802 | Time: 1866.51 ms [2021-05-04 06:16:29 main:581] : INFO : Epoch 1943 | loss: 0.0310987 | val_loss: 0.0311774 | Time: 1907.97 ms [2021-05-04 06:16:31 main:581] : INFO : Epoch 1944 | loss: 0.0311014 | val_loss: 0.031177 | Time: 1940.98 ms [2021-05-04 06:16:33 main:581] : INFO : Epoch 1945 | loss: 0.0310992 | val_loss: 0.0311769 | Time: 2083.83 ms [2021-05-04 06:16:35 main:581] : INFO : Epoch 1946 | loss: 0.0310948 | val_loss: 0.0311794 | Time: 1965.91 ms [2021-05-04 06:16:37 main:581] : INFO : Epoch 1947 | loss: 0.0310921 | val_loss: 0.0311895 | Time: 1892.66 ms [2021-05-04 06:16:39 main:581] : INFO : Epoch 1948 | loss: 0.0310892 | val_loss: 0.0311879 | Time: 1845.62 ms [2021-05-04 06:16:40 main:581] : INFO : Epoch 1949 | loss: 0.0310978 | val_loss: 0.031184 | Time: 1880.36 ms [2021-05-04 06:16:42 main:581] : INFO : Epoch 1950 | loss: 0.0310967 | val_loss: 0.0311926 | Time: 1869.6 ms [2021-05-04 06:16:44 main:581] : INFO : Epoch 1951 | loss: 0.0311032 | val_loss: 0.0311831 | Time: 1919.29 ms [2021-05-04 06:16:46 main:581] : INFO : Epoch 1952 | loss: 0.0311008 | val_loss: 0.0311799 | Time: 1911.14 ms [2021-05-04 06:16:48 main:581] : INFO : Epoch 1953 | loss: 0.0311023 | val_loss: 0.0311924 | Time: 1936.87 ms [2021-05-04 06:16:50 main:581] : INFO : Epoch 1954 | loss: 0.0310942 | val_loss: 0.0311806 | Time: 1925.66 ms [2021-05-04 06:16:52 main:581] : INFO : Epoch 1955 | loss: 0.0310901 | val_loss: 0.031185 | Time: 1941.97 ms [2021-05-04 06:16:54 main:581] : INFO : Epoch 1956 | loss: 0.0310886 | val_loss: 0.0311856 | Time: 1928.05 ms [2021-05-04 06:16:56 main:581] : INFO : Epoch 1957 | loss: 0.0310971 | val_loss: 0.0311839 | Time: 1970.49 ms [2021-05-04 06:16:58 main:581] : INFO : Epoch 1958 | loss: 0.0311001 | val_loss: 0.0311774 | Time: 1910.89 ms [2021-05-04 06:17:00 main:581] : INFO : Epoch 1959 | loss: 0.0311019 | val_loss: 0.0311723 | Time: 1938.87 ms [2021-05-04 06:17:02 main:581] : INFO : Epoch 1960 | loss: 0.0310973 | val_loss: 0.0311834 | Time: 1954.8 ms [2021-05-04 06:17:04 main:581] : INFO : Epoch 1961 | loss: 0.0310934 | val_loss: 0.0311792 | Time: 1904.96 ms [2021-05-04 06:17:06 main:581] : INFO : Epoch 1962 | loss: 0.0310914 | val_loss: 0.0311887 | Time: 1940.71 ms [2021-05-04 06:17:07 main:581] : INFO : Epoch 1963 | loss: 0.031087 | val_loss: 0.0311894 | Time: 1930.02 ms [2021-05-04 06:17:09 main:581] : INFO : Epoch 1964 | loss: 0.03109 | val_loss: 0.0311848 | Time: 1931.59 ms [2021-05-04 06:17:11 main:581] : INFO : Epoch 1965 | loss: 0.0310857 | val_loss: 0.0311825 | Time: 1922.68 ms [2021-05-04 06:17:13 main:581] : INFO : Epoch 1966 | loss: 0.0310898 | val_loss: 0.0311854 | Time: 1889.86 ms [2021-05-04 06:17:15 main:581] : INFO : Epoch 1967 | loss: 0.0310872 | val_loss: 0.031194 | Time: 1935.92 ms [2021-05-04 06:17:17 main:581] : INFO : Epoch 1968 | loss: 0.0310868 | val_loss: 0.0311883 | Time: 1900.12 ms [2021-05-04 06:17:19 main:581] : INFO : Epoch 1969 | loss: 0.0310896 | val_loss: 0.0311798 | Time: 1958.39 ms [2021-05-04 06:17:21 main:581] : INFO : Epoch 1970 | loss: 0.0310902 | val_loss: 0.0311873 | Time: 1986.38 ms [2021-05-04 06:17:23 main:581] : INFO : Epoch 1971 | loss: 0.0310904 | val_loss: 0.0311831 | Time: 2043.9 ms [2021-05-04 06:17:25 main:581] : INFO : Epoch 1972 | loss: 0.0310949 | val_loss: 0.0311864 | Time: 2104.33 ms [2021-05-04 06:17:27 main:581] : INFO : Epoch 1973 | loss: 0.0310916 | val_loss: 0.0311937 | Time: 1943.76 ms [2021-05-04 06:17:29 main:581] : INFO : Epoch 1974 | loss: 0.0310878 | val_loss: 0.0311926 | Time: 1916.94 ms [2021-05-04 06:17:31 main:581] : INFO : Epoch 1975 | loss: 0.031092 | val_loss: 0.0311821 | Time: 1888.78 ms [2021-05-04 06:17:33 main:581] : INFO : Epoch 1976 | loss: 0.0310956 | val_loss: 0.0311758 | Time: 1889.46 ms [2021-05-04 06:17:35 main:581] : INFO : Epoch 1977 | loss: 0.0310938 | val_loss: 0.0311825 | Time: 1864.79 ms [2021-05-04 06:17:37 main:581] : INFO : Epoch 1978 | loss: 0.0310994 | val_loss: 0.0311827 | Time: 1904.29 ms [2021-05-04 06:17:38 main:581] : INFO : Epoch 1979 | loss: 0.0310945 | val_loss: 0.0311764 | Time: 1915.39 ms [2021-05-04 06:17:40 main:581] : INFO : Epoch 1980 | loss: 0.0310965 | val_loss: 0.0311812 | Time: 1943.56 ms [2021-05-04 06:17:42 main:581] : INFO : Epoch 1981 | loss: 0.031093 | val_loss: 0.0311812 | Time: 1948.88 ms [2021-05-04 06:17:44 main:581] : INFO : Epoch 1982 | loss: 0.0310929 | val_loss: 0.0311886 | Time: 1924.9 ms [2021-05-04 06:17:46 main:581] : INFO : Epoch 1983 | loss: 0.0310949 | val_loss: 0.0311811 | Time: 1934.63 ms [2021-05-04 06:17:48 main:581] : INFO : Epoch 1984 | loss: 0.0310916 | val_loss: 0.0311848 | Time: 1938.21 ms [2021-05-04 06:17:50 main:581] : INFO : Epoch 1985 | loss: 0.0310913 | val_loss: 0.0311792 | Time: 1910.84 ms [2021-05-04 06:17:52 main:581] : INFO : Epoch 1986 | loss: 0.0310911 | val_loss: 0.0311859 | Time: 1881.36 ms [2021-05-04 06:17:54 main:581] : INFO : Epoch 1987 | loss: 0.0310886 | val_loss: 0.0311821 | Time: 1954.17 ms [2021-05-04 06:17:56 main:581] : INFO : Epoch 1988 | loss: 0.0310869 | val_loss: 0.0311824 | Time: 1926.21 ms [2021-05-04 06:17:58 main:581] : INFO : Epoch 1989 | loss: 0.0310861 | val_loss: 0.0311775 | Time: 1943.63 ms [2021-05-04 06:18:00 main:581] : INFO : Epoch 1990 | loss: 0.0310875 | val_loss: 0.0311785 | Time: 1898.69 ms [2021-05-04 06:18:02 main:581] : INFO : Epoch 1991 | loss: 0.0310863 | val_loss: 0.0311816 | Time: 1890.51 ms [2021-05-04 06:18:03 main:581] : INFO : Epoch 1992 | loss: 0.031092 | val_loss: 0.0311786 | Time: 1956.09 ms [2021-05-04 06:18:05 main:581] : INFO : Epoch 1993 | loss: 0.0310843 | val_loss: 0.0311882 | Time: 1938.87 ms [2021-05-04 06:18:07 main:581] : INFO : Epoch 1994 | loss: 0.0310861 | val_loss: 0.0311841 | Time: 1927.4 ms [2021-05-04 06:18:09 main:581] : INFO : Epoch 1995 | loss: 0.0310843 | val_loss: 0.0311799 | Time: 1947.07 ms [2021-05-04 06:18:11 main:581] : INFO : Epoch 1996 | loss: 0.0310836 | val_loss: 0.0311786 | Time: 1945.09 ms [2021-05-04 06:18:13 main:581] : INFO : Epoch 1997 | loss: 0.0310887 | val_loss: 0.0311816 | Time: 1946.56 ms [2021-05-04 06:18:15 main:581] : INFO : Epoch 1998 | loss: 0.0310832 | val_loss: 0.0311867 | Time: 1947.25 ms [2021-05-04 06:18:17 main:581] : INFO : Epoch 1999 | loss: 0.0310831 | val_loss: 0.0311831 | Time: 1921.18 ms [2021-05-04 06:18:19 main:581] : INFO : Epoch 2000 | loss: 0.0310814 | val_loss: 0.0311876 | Time: 1936.26 ms [2021-05-04 06:18:21 main:581] : INFO : Epoch 2001 | loss: 0.0310832 | val_loss: 0.0311863 | Time: 1874.92 ms [2021-05-04 06:18:23 main:581] : INFO : Epoch 2002 | loss: 0.0310873 | val_loss: 0.0311801 | Time: 1886.1 ms [2021-05-04 06:18:25 main:581] : INFO : Epoch 2003 | loss: 0.0310997 | val_loss: 0.0311801 | Time: 1964.72 ms [2021-05-04 06:18:27 main:581] : INFO : Epoch 2004 | loss: 0.0310975 | val_loss: 0.0311775 | Time: 1878.79 ms [2021-05-04 06:18:29 main:581] : INFO : Epoch 2005 | loss: 0.0310911 | val_loss: 0.0311756 | Time: 1961.6 ms [2021-05-04 06:18:31 main:581] : INFO : Epoch 2006 | loss: 0.0310884 | val_loss: 0.0311855 | Time: 2037.14 ms [2021-05-04 06:18:33 main:581] : INFO : Epoch 2007 | loss: 0.0310904 | val_loss: 0.0311961 | Time: 1931.58 ms [2021-05-04 06:18:34 main:581] : INFO : Epoch 2008 | loss: 0.0311273 | val_loss: 0.0311671 | Time: 1876.47 ms [2021-05-04 06:18:36 main:581] : INFO : Epoch 2009 | loss: 0.0311353 | val_loss: 0.0311622 | Time: 1880.91 ms [2021-05-04 06:18:38 main:581] : INFO : Epoch 2010 | loss: 0.0311263 | val_loss: 0.0311698 | Time: 1886.03 ms [2021-05-04 06:18:40 main:581] : INFO : Epoch 2011 | loss: 0.0311238 | val_loss: 0.0311668 | Time: 1883.34 ms [2021-05-04 06:18:42 main:581] : INFO : Epoch 2012 | loss: 0.0311174 | val_loss: 0.0311706 | Time: 1888.92 ms [2021-05-04 06:18:44 main:581] : INFO : Epoch 2013 | loss: 0.0311132 | val_loss: 0.0311783 | Time: 1909.03 ms [2021-05-04 06:18:46 main:581] : INFO : Epoch 2014 | loss: 0.0311076 | val_loss: 0.0311694 | Time: 1928.02 ms [2021-05-04 06:18:48 main:581] : INFO : Epoch 2015 | loss: 0.0311049 | val_loss: 0.0311776 | Time: 1947.43 ms [2021-05-04 06:18:50 main:581] : INFO : Epoch 2016 | loss: 0.0311044 | val_loss: 0.0311804 | Time: 1881.29 ms [2021-05-04 06:18:52 main:581] : INFO : Epoch 2017 | loss: 0.0311045 | val_loss: 0.0311843 | Time: 1930.46 ms [2021-05-04 06:18:54 main:581] : INFO : Epoch 2018 | loss: 0.0311 | val_loss: 0.0311771 | Time: 1954.41 ms [2021-05-04 06:18:55 main:581] : INFO : Epoch 2019 | loss: 0.031099 | val_loss: 0.0311882 | Time: 1939.23 ms [2021-05-04 06:18:57 main:581] : INFO : Epoch 2020 | loss: 0.031094 | val_loss: 0.0311769 | Time: 1958.62 ms [2021-05-04 06:18:59 main:581] : INFO : Epoch 2021 | loss: 0.0310901 | val_loss: 0.0311831 | Time: 1953.09 ms [2021-05-04 06:19:01 main:581] : INFO : Epoch 2022 | loss: 0.0310939 | val_loss: 0.031192 | Time: 1941.18 ms [2021-05-04 06:19:03 main:581] : INFO : Epoch 2023 | loss: 0.0310899 | val_loss: 0.0311856 | Time: 1943.27 ms [2021-05-04 06:19:05 main:581] : INFO : Epoch 2024 | loss: 0.0310893 | val_loss: 0.0311799 | Time: 1943.01 ms [2021-05-04 06:19:07 main:581] : INFO : Epoch 2025 | loss: 0.0310883 | val_loss: 0.0311843 | Time: 1925.77 ms [2021-05-04 06:19:09 main:581] : INFO : Epoch 2026 | loss: 0.0310908 | val_loss: 0.0311835 | Time: 1878.12 ms [2021-05-04 06:19:11 main:581] : INFO : Epoch 2027 | loss: 0.031088 | val_loss: 0.0311917 | Time: 1849.04 ms [2021-05-04 06:19:13 main:581] : INFO : Epoch 2028 | loss: 0.0310927 | val_loss: 0.0311999 | Time: 1924.16 ms [2021-05-04 06:19:15 main:581] : INFO : Epoch 2029 | loss: 0.0311021 | val_loss: 0.0311765 | Time: 1932.32 ms [2021-05-04 06:19:17 main:581] : INFO : Epoch 2030 | loss: 0.0310921 | val_loss: 0.0311822 | Time: 1944.33 ms [2021-05-04 06:19:19 main:581] : INFO : Epoch 2031 | loss: 0.0310868 | val_loss: 0.031178 | Time: 1956.71 ms [2021-05-04 06:19:21 main:581] : INFO : Epoch 2032 | loss: 0.031088 | val_loss: 0.0311838 | Time: 2096.45 ms [2021-05-04 06:19:23 main:581] : INFO : Epoch 2033 | loss: 0.0311006 | val_loss: 0.0311832 | Time: 2049.1 ms [2021-05-04 06:19:25 main:581] : INFO : Epoch 2034 | loss: 0.0311078 | val_loss: 0.0311815 | Time: 1867.21 ms [2021-05-04 06:19:27 main:581] : INFO : Epoch 2035 | loss: 0.0310952 | val_loss: 0.031177 | Time: 1892.57 ms [2021-05-04 06:19:28 main:581] : INFO : Epoch 2036 | loss: 0.0310913 | val_loss: 0.0311795 | Time: 1944.92 ms [2021-05-04 06:19:30 main:581] : INFO : Epoch 2037 | loss: 0.0310897 | val_loss: 0.031181 | Time: 1947.05 ms [2021-05-04 06:19:32 main:581] : INFO : Epoch 2038 | loss: 0.0310889 | val_loss: 0.0311789 | Time: 1884.31 ms [2021-05-04 06:19:34 main:581] : INFO : Epoch 2039 | loss: 0.0310915 | val_loss: 0.0311746 | Time: 1850.46 ms [2021-05-04 06:19:36 main:581] : INFO : Epoch 2040 | loss: 0.0310916 | val_loss: 0.0311926 | Time: 1885.84 ms [2021-05-04 06:19:38 main:581] : INFO : Epoch 2041 | loss: 0.0310875 | val_loss: 0.031186 | Time: 1853.38 ms [2021-05-04 06:19:40 main:581] : INFO : Epoch 2042 | loss: 0.0310855 | val_loss: 0.031187 | Time: 1893.95 ms [2021-05-04 06:19:42 main:581] : INFO : Epoch 2043 | loss: 0.0310844 | val_loss: 0.0311869 | Time: 1881.5 ms [2021-05-04 06:19:44 main:581] : INFO : Epoch 2044 | loss: 0.0310865 | val_loss: 0.0311855 | Time: 1934.24 ms [2021-05-04 06:19:46 main:581] : INFO : Epoch 2045 | loss: 0.0310841 | val_loss: 0.0311797 | Time: 1948.16 ms [2021-05-04 06:19:47 main:581] : INFO : Epoch 2046 | loss: 0.0310878 | val_loss: 0.0311799 | Time: 1941.44 ms [2021-05-04 06:19:49 main:581] : INFO : Epoch 2047 | loss: 0.0310847 | val_loss: 0.0311888 | Time: 1939.73 ms [2021-05-04 06:19:51 main:581] : INFO : Epoch 2048 | loss: 0.0310909 | val_loss: 0.0311753 | Time: 1875.88 ms [2021-05-04 06:19:51 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311753 [2021-05-04 06:19:51 main:610] : INFO : Saving end state to config to file [2021-05-04 06:19:51 main:615] : INFO : Success, exiting.. 06:19:51 (3469880): 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)