Task 5698625
| Name | ParityMachine-1625432815-7691-1_0 |
| Workunit | 3535612 |
| Created | 7 Jul 2021, 8:58:42 UTC |
| Sent | 12 Jul 2021, 1:35:00 UTC |
| Report deadline | 19 Jul 2021, 1:35:00 UTC |
| Received | 12 Jul 2021, 6:14:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7287 |
| Run time | 1 hours 10 min 37 sec |
| CPU time | 1 hours 9 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.69 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.41 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 7-12 07:58:35 main:574] : INFO : Epoch 1542 | loss: 0.0309425 | val_loss: 0.0312929 | Time: 1836.95 ms [2021-07-12 07:58:37 main:574] : INFO : Epoch 1543 | loss: 0.030933 | val_loss: 0.0312706 | Time: 1839.89 ms [2021-07-12 07:58:39 main:574] : INFO : Epoch 1544 | loss: 0.0309342 | val_loss: 0.0313129 | Time: 1882.64 ms [2021-07-12 07:58:41 main:574] : INFO : Epoch 1545 | loss: 0.0309297 | val_loss: 0.0313211 | Time: 1893.05 ms [2021-07-12 07:58:43 main:574] : INFO : Epoch 1546 | loss: 0.030915 | val_loss: 0.0313242 | Time: 2007.73 ms [2021-07-12 07:58:45 main:574] : INFO : Epoch 1547 | loss: 0.0309151 | val_loss: 0.0313029 | Time: 1955.44 ms [2021-07-12 07:58:47 main:574] : INFO : Epoch 1548 | loss: 0.0309173 | val_loss: 0.0313299 | Time: 1885.25 ms [2021-07-12 07:58:49 main:574] : INFO : Epoch 1549 | loss: 0.0309319 | val_loss: 0.0312663 | Time: 1821.75 ms [2021-07-12 07:58:50 main:574] : INFO : Epoch 1550 | loss: 0.0309395 | val_loss: 0.0312866 | Time: 1816.9 ms [2021-07-12 07:58:52 main:574] : INFO : Epoch 1551 | loss: 0.0309295 | val_loss: 0.0312842 | Time: 1823.61 ms [2021-07-12 07:58:54 main:574] : INFO : Epoch 1552 | loss: 0.0309322 | val_loss: 0.0313753 | Time: 1856.6 ms [2021-07-12 07:58:56 main:574] : INFO : Epoch 1553 | loss: 0.0309212 | val_loss: 0.0313447 | Time: 1834.83 ms [2021-07-12 07:58:58 main:574] : INFO : Epoch 1554 | loss: 0.0309193 | val_loss: 0.0313473 | Time: 1821.17 ms [2021-07-12 07:59:00 main:574] : INFO : Epoch 1555 | loss: 0.0309244 | val_loss: 0.0313023 | Time: 1888.08 ms [2021-07-12 07:59:02 main:574] : INFO : Epoch 1556 | loss: 0.0309174 | val_loss: 0.0313175 | Time: 1911.04 ms [2021-07-12 07:59:04 main:574] : INFO : Epoch 1557 | loss: 0.0309234 | val_loss: 0.0313151 | Time: 1928.08 ms [2021-07-12 07:59:05 main:574] : INFO : Epoch 1558 | loss: 0.0309346 | val_loss: 0.0313423 | Time: 1857.85 ms [2021-07-12 07:59:07 main:574] : INFO : Epoch 1559 | loss: 0.0309291 | val_loss: 0.0312981 | Time: 1853.01 ms [2021-07-12 07:59:09 main:574] : INFO : Epoch 1560 | loss: 0.0309222 | val_loss: 0.0312839 | Time: 1826.6 ms [2021-07-12 07:59:11 main:574] : INFO : Epoch 1561 | loss: 0.030932 | val_loss: 0.0313078 | Time: 1849.09 ms [2021-07-12 07:59:13 main:574] : INFO : Epoch 1562 | loss: 0.0309283 | val_loss: 0.031318 | Time: 1853.52 ms [2021-07-12 07:59:15 main:574] : INFO : Epoch 1563 | loss: 0.0309292 | val_loss: 0.0313024 | Time: 1894.2 ms [2021-07-12 07:59:17 main:574] : INFO : Epoch 1564 | loss: 0.0309264 | val_loss: 0.0312986 | Time: 1932.86 ms [2021-07-12 07:59:19 main:574] : INFO : Epoch 1565 | loss: 0.0309172 | val_loss: 0.0313177 | Time: 1861.75 ms [2021-07-12 07:59:20 main:574] : INFO : Epoch 1566 | loss: 0.0309234 | val_loss: 0.0312952 | Time: 1890.81 ms [2021-07-12 07:59:22 main:574] : INFO : Epoch 1567 | loss: 0.0309297 | val_loss: 0.031309 | Time: 1879.19 ms [2021-07-12 07:59:24 main:574] : INFO : Epoch 1568 | loss: 0.0309257 | val_loss: 0.0313404 | Time: 1870.8 ms [2021-07-12 07:59:26 main:574] : INFO : Epoch 1569 | loss: 0.0309225 | val_loss: 0.0313272 | Time: 1815.91 ms [2021-07-12 07:59:28 main:574] : INFO : Epoch 1570 | loss: 0.0309211 | val_loss: 0.0313222 | Time: 1873.69 ms [2021-07-12 07:59:30 main:574] : INFO : Epoch 1571 | loss: 0.0309354 | val_loss: 0.0312631 | Time: 1864.19 ms [2021-07-12 07:59:32 main:574] : INFO : Epoch 1572 | loss: 0.0309431 | val_loss: 0.0313002 | Time: 1833.13 ms [2021-07-12 07:59:34 main:574] : INFO : Epoch 1573 | loss: 0.0309317 | val_loss: 0.0313439 | Time: 1892.81 ms [2021-07-12 07:59:35 main:574] : INFO : Epoch 1574 | loss: 0.0309219 | val_loss: 0.0312888 | Time: 1889.32 ms [2021-07-12 07:59:37 main:574] : INFO : Epoch 1575 | loss: 0.0309348 | val_loss: 0.0312875 | Time: 1882.47 ms [2021-07-12 07:59:39 main:574] : INFO : Epoch 1576 | loss: 0.0309518 | val_loss: 0.0312856 | Time: 1935.94 ms [2021-07-12 07:59:41 main:574] : INFO : Epoch 1577 | loss: 0.0309365 | val_loss: 0.0313006 | Time: 1848.74 ms [2021-07-12 07:59:43 main:574] : INFO : Epoch 1578 | loss: 0.0309192 | val_loss: 0.03129 | Time: 1878.91 ms [2021-07-12 07:59:45 main:574] : INFO : Epoch 1579 | loss: 0.0309272 | val_loss: 0.0313251 | Time: 1877.9 ms [2021-07-12 07:59:47 main:574] : INFO : Epoch 1580 | loss: 0.0309279 | val_loss: 0.0313178 | Time: 1807.76 ms [2021-07-12 07:59:49 main:574] : INFO : Epoch 1581 | loss: 0.0309166 | val_loss: 0.0312836 | Time: 1848 ms [2021-07-12 07:59:50 main:574] : INFO : Epoch 1582 | loss: 0.0309202 | val_loss: 0.0313296 | Time: 1835.67 ms [2021-07-12 07:59:52 main:574] : INFO : Epoch 1583 | loss: 0.0309192 | val_loss: 0.03131 | Time: 1911.38 ms [2021-07-12 07:59:54 main:574] : INFO : Epoch 1584 | loss: 0.0309326 | val_loss: 0.0313243 | Time: 1870.89 ms [2021-07-12 07:59:56 main:574] : INFO : Epoch 1585 | loss: 0.0309361 | val_loss: 0.0313123 | Time: 1925.89 ms [2021-07-12 07:59:58 main:574] : INFO : Epoch 1586 | loss: 0.0309195 | val_loss: 0.0312985 | Time: 1942.75 ms [2021-07-12 08:00:00 main:574] : INFO : Epoch 1587 | loss: 0.030914 | val_loss: 0.0313017 | Time: 1910 ms [2021-07-12 08:00:02 main:574] : INFO : Epoch 1588 | loss: 0.0309126 | val_loss: 0.0312962 | Time: 1848.25 ms [2021-07-12 08:00:04 main:574] : INFO : Epoch 1589 | loss: 0.0309145 | val_loss: 0.0313161 | Time: 1835.57 ms [2021-07-12 08:00:06 main:574] : INFO : Epoch 1590 | loss: 0.0309132 | val_loss: 0.0312991 | Time: 1832.97 ms [2021-07-12 08:00:07 main:574] : INFO : Epoch 1591 | loss: 0.0309332 | val_loss: 0.0312937 | Time: 1868.4 ms [2021-07-12 08:00:09 main:574] : INFO : Epoch 1592 | loss: 0.0309226 | val_loss: 0.0313101 | Time: 1855.66 ms [2021-07-12 08:00:11 main:574] : INFO : Epoch 1593 | loss: 0.0309253 | val_loss: 0.0313138 | Time: 1852.46 ms [2021-07-12 08:00:13 main:574] : INFO : Epoch 1594 | loss: 0.0309308 | val_loss: 0.0312972 | Time: 1838.43 ms [2021-07-12 08:00:15 main:574] : INFO : Epoch 1595 | loss: 0.030938 | val_loss: 0.0313143 | Time: 1857.06 ms [2021-07-12 08:00:17 main:574] : INFO : Epoch 1596 | loss: 0.0309204 | val_loss: 0.0313027 | Time: 1875.56 ms [2021-07-12 08:00:19 main:574] : INFO : Epoch 1597 | loss: 0.0309235 | val_loss: 0.0312989 | Time: 1871.24 ms [2021-07-12 08:00:21 main:574] : INFO : Epoch 1598 | loss: 0.0309336 | val_loss: 0.0312974 | Time: 1937.66 ms [2021-07-12 08:00:23 main:574] : INFO : Epoch 1599 | loss: 0.0309234 | val_loss: 0.0313173 | Time: 1921.65 ms [2021-07-12 08:00:24 main:574] : INFO : Epoch 1600 | loss: 0.0309267 | val_loss: 0.031307 | Time: 1836.08 ms [2021-07-12 08:00:26 main:574] : INFO : Epoch 1601 | loss: 0.0309365 | val_loss: 0.0312769 | Time: 1869.35 ms [2021-07-12 08:00:28 main:574] : INFO : Epoch 1602 | loss: 0.0309453 | val_loss: 0.0313219 | Time: 1894.18 ms [2021-07-12 08:00:30 main:574] : INFO : Epoch 1603 | loss: 0.0309247 | val_loss: 0.0313286 | Time: 1885.57 ms [2021-07-12 08:00:32 main:574] : INFO : Epoch 1604 | loss: 0.0309225 | val_loss: 0.0313362 | Time: 1842.25 ms [2021-07-12 08:00:34 main:574] : INFO : Epoch 1605 | loss: 0.0309188 | val_loss: 0.0312964 | Time: 1833.56 ms [2021-07-12 08:00:36 main:574] : INFO : Epoch 1606 | loss: 0.0309157 | val_loss: 0.0313044 | Time: 1867.05 ms [2021-07-12 08:00:37 main:574] : INFO : Epoch 1607 | loss: 0.0309335 | val_loss: 0.0312936 | Time: 1829.61 ms [2021-07-12 08:00:39 main:574] : INFO : Epoch 1608 | loss: 0.0309326 | val_loss: 0.0312978 | Time: 1839.23 ms [2021-07-12 08:00:41 main:574] : INFO : Epoch 1609 | loss: 0.0309374 | val_loss: 0.0313106 | Time: 1905.78 ms [2021-07-12 08:00:43 main:574] : INFO : Epoch 1610 | loss: 0.0309236 | val_loss: 0.0312822 | Time: 1893.9 ms [2021-07-12 08:00:45 main:574] : INFO : Epoch 1611 | loss: 0.0309318 | val_loss: 0.0313323 | Time: 1881.25 ms [2021-07-12 08:00:47 main:574] : INFO : Epoch 1612 | loss: 0.0309258 | val_loss: 0.0313135 | Time: 1889.92 ms [2021-07-12 08:00:49 main:574] : INFO : Epoch 1613 | loss: 0.0309138 | val_loss: 0.0313176 | Time: 1863.69 ms [2021-07-12 08:00:51 main:574] : INFO : Epoch 1614 | loss: 0.0309206 | val_loss: 0.0313248 | Time: 1907.32 ms [2021-07-12 08:00:53 main:574] : INFO : Epoch 1615 | loss: 0.0309277 | val_loss: 0.0312864 | Time: 1878.59 ms [2021-07-12 08:00:54 main:574] : INFO : Epoch 1616 | loss: 0.0309161 | val_loss: 0.0313479 | Time: 1829.67 ms [2021-07-12 08:00:56 main:574] : INFO : Epoch 1617 | loss: 0.0309128 | val_loss: 0.0313203 | Time: 1919.57 ms [2021-07-12 08:00:58 main:574] : INFO : Epoch 1618 | loss: 0.0309172 | val_loss: 0.0313106 | Time: 1814.5 ms [2021-07-12 08:01:00 main:574] : INFO : Epoch 1619 | loss: 0.0309143 | val_loss: 0.0313079 | Time: 1801.81 ms [2021-07-12 08:01:02 main:574] : INFO : Epoch 1620 | loss: 0.0309276 | val_loss: 0.0313127 | Time: 1835.7 ms [2021-07-12 08:01:04 main:574] : INFO : Epoch 1621 | loss: 0.0309345 | val_loss: 0.031318 | Time: 1889.36 ms [2021-07-12 08:01:06 main:574] : INFO : Epoch 1622 | loss: 0.0309332 | val_loss: 0.0313033 | Time: 1943.2 ms [2021-07-12 08:01:08 main:574] : INFO : Epoch 1623 | loss: 0.0309324 | val_loss: 0.0312921 | Time: 1982.01 ms [2021-07-12 08:01:09 main:574] : INFO : Epoch 1624 | loss: 0.0309286 | val_loss: 0.0313297 | Time: 1845 ms [2021-07-12 08:01:11 main:574] : INFO : Epoch 1625 | loss: 0.0309168 | val_loss: 0.0312976 | Time: 1870.53 ms [2021-07-12 08:01:13 main:574] : INFO : Epoch 1626 | loss: 0.0309255 | val_loss: 0.0313558 | Time: 1842.54 ms [2021-07-12 08:01:15 main:574] : INFO : Epoch 1627 | loss: 0.030925 | val_loss: 0.0312881 | Time: 1839.38 ms [2021-07-12 08:01:17 main:574] : INFO : Epoch 1628 | loss: 0.0309366 | val_loss: 0.0313313 | Time: 1885.12 ms [2021-07-12 08:01:19 main:574] : INFO : Epoch 1629 | loss: 0.0309173 | val_loss: 0.0313142 | Time: 1839.33 ms [2021-07-12 08:01:21 main:574] : INFO : Epoch 1630 | loss: 0.0309209 | val_loss: 0.0313186 | Time: 1817.59 ms [2021-07-12 08:01:22 main:574] : INFO : Epoch 1631 | loss: 0.0309292 | val_loss: 0.0312629 | Time: 1839.66 ms [2021-07-12 08:01:24 main:574] : INFO : Epoch 1632 | loss: 0.0309314 | val_loss: 0.0313343 | Time: 1881.27 ms [2021-07-12 08:01:26 main:574] : INFO : Epoch 1633 | loss: 0.0309215 | val_loss: 0.0313103 | Time: 2062.03 ms [2021-07-12 08:01:28 main:574] : INFO : Epoch 1634 | loss: 0.0309249 | val_loss: 0.031346 | Time: 1946.81 ms [2021-07-12 08:01:30 main:574] : INFO : Epoch 1635 | loss: 0.0309211 | val_loss: 0.0313129 | Time: 1849.51 ms [2021-07-12 08:01:32 main:574] : INFO : Epoch 1636 | loss: 0.0309209 | val_loss: 0.031322 | Time: 1850.95 ms [2021-07-12 08:01:34 main:574] : INFO : Epoch 1637 | loss: 0.0309157 | val_loss: 0.0313232 | Time: 1883.92 ms [2021-07-12 08:01:36 main:574] : INFO : Epoch 1638 | loss: 0.0309319 | val_loss: 0.0312871 | Time: 1842.67 ms [2021-07-12 08:01:38 main:574] : INFO : Epoch 1639 | loss: 0.0309374 | val_loss: 0.0312936 | Time: 1853.4 ms [2021-07-12 08:01:40 main:574] : INFO : Epoch 1640 | loss: 0.0309399 | val_loss: 0.0313296 | Time: 1931.2 ms [2021-07-12 08:01:41 main:574] : INFO : Epoch 1641 | loss: 0.0309304 | val_loss: 0.0313072 | Time: 1831.49 ms [2021-07-12 08:01:43 main:574] : INFO : Epoch 1642 | loss: 0.030932 | val_loss: 0.0313183 | Time: 1804.69 ms [2021-07-12 08:01:45 main:574] : INFO : Epoch 1643 | loss: 0.0309177 | val_loss: 0.031338 | Time: 1969.01 ms [2021-07-12 08:01:47 main:574] : INFO : Epoch 1644 | loss: 0.0309158 | val_loss: 0.0313123 | Time: 1950.53 ms [2021-07-12 08:01:49 main:574] : INFO : Epoch 1645 | loss: 0.0309452 | val_loss: 0.0312956 | Time: 1882.37 ms [2021-07-12 08:01:51 main:574] : INFO : Epoch 1646 | loss: 0.0309284 | val_loss: 0.0313034 | Time: 1850.92 ms [2021-07-12 08:01:53 main:574] : INFO : Epoch 1647 | loss: 0.0309293 | val_loss: 0.0313044 | Time: 1841.69 ms [2021-07-12 08:01:55 main:574] : INFO : Epoch 1648 | loss: 0.030937 | val_loss: 0.0312704 | Time: 1855.46 ms [2021-07-12 08:01:57 main:574] : INFO : Epoch 1649 | loss: 0.0309344 | val_loss: 0.0312927 | Time: 1838.97 ms [2021-07-12 08:01:58 main:574] : INFO : Epoch 1650 | loss: 0.0309218 | val_loss: 0.0312763 | Time: 1873.69 ms [2021-07-12 08:02:00 main:574] : INFO : Epoch 1651 | loss: 0.0309521 | val_loss: 0.0312937 | Time: 1927.86 ms [2021-07-12 08:02:02 main:574] : INFO : Epoch 1652 | loss: 0.0309324 | val_loss: 0.0313089 | Time: 1868.33 ms [2021-07-12 08:02:04 main:574] : INFO : Epoch 1653 | loss: 0.0309466 | val_loss: 0.0313274 | Time: 1841.76 ms [2021-07-12 08:02:06 main:574] : INFO : Epoch 1654 | loss: 0.0309396 | val_loss: 0.0313354 | Time: 1868.21 ms [2021-07-12 08:02:08 main:574] : INFO : Epoch 1655 | loss: 0.0309398 | val_loss: 0.0312182 | Time: 1954.16 ms [2021-07-12 08:02:10 main:574] : INFO : Epoch 1656 | loss: 0.0310091 | val_loss: 0.0312987 | Time: 2012.05 ms [2021-07-12 08:02:12 main:574] : INFO : Epoch 1657 | loss: 0.0309578 | val_loss: 0.0313269 | Time: 1815.72 ms [2021-07-12 08:02:14 main:574] : INFO : Epoch 1658 | loss: 0.0309312 | val_loss: 0.0313167 | Time: 1786.39 ms [2021-07-12 08:02:15 main:574] : INFO : Epoch 1659 | loss: 0.0309251 | val_loss: 0.0313368 | Time: 1823.29 ms [2021-07-12 08:02:17 main:574] : INFO : Epoch 1660 | loss: 0.0309318 | val_loss: 0.0312849 | Time: 1872.9 ms [2021-07-12 08:02:19 main:574] : INFO : Epoch 1661 | loss: 0.0309347 | val_loss: 0.0313012 | Time: 1946.4 ms [2021-07-12 08:02:21 main:574] : INFO : Epoch 1662 | loss: 0.0309276 | val_loss: 0.0312867 | Time: 1966.96 ms [2021-07-12 08:02:23 main:574] : INFO : Epoch 1663 | loss: 0.0309178 | val_loss: 0.0313168 | Time: 1946.98 ms [2021-07-12 08:02:25 main:574] : INFO : Epoch 1664 | loss: 0.0309329 | val_loss: 0.0313412 | Time: 1835.64 ms [2021-07-12 08:02:27 main:574] : INFO : Epoch 1665 | loss: 0.0309377 | val_loss: 0.0312845 | Time: 1823.1 ms [2021-07-12 08:02:29 main:574] : INFO : Epoch 1666 | loss: 0.0309405 | val_loss: 0.0312882 | Time: 1844.2 ms [2021-07-12 08:02:31 main:574] : INFO : Epoch 1667 | loss: 0.0309412 | val_loss: 0.0313063 | Time: 1867.37 ms [2021-07-12 08:02:32 main:574] : INFO : Epoch 1668 | loss: 0.0309211 | val_loss: 0.0313356 | Time: 1877.12 ms [2021-07-12 08:02:34 main:574] : INFO : Epoch 1669 | loss: 0.0309199 | val_loss: 0.0312944 | Time: 1821.54 ms [2021-07-12 08:02:36 main:574] : INFO : Epoch 1670 | loss: 0.0309525 | val_loss: 0.0312716 | Time: 1820.34 ms [2021-07-12 08:02:38 main:574] : INFO : Epoch 1671 | loss: 0.0309456 | val_loss: 0.031291 | Time: 1868.5 ms [2021-07-12 08:02:40 main:574] : INFO : Epoch 1672 | loss: 0.030923 | val_loss: 0.03132 | Time: 1923.38 ms [2021-07-12 08:02:42 main:574] : INFO : Epoch 1673 | loss: 0.030917 | val_loss: 0.0313308 | Time: 1994.9 ms [2021-07-12 08:02:44 main:574] : INFO : Epoch 1674 | loss: 0.0309173 | val_loss: 0.0312987 | Time: 1956.5 ms [2021-07-12 08:02:46 main:574] : INFO : Epoch 1675 | loss: 0.0309475 | val_loss: 0.0313237 | Time: 1852.86 ms [2021-07-12 08:02:48 main:574] : INFO : Epoch 1676 | loss: 0.0309386 | val_loss: 0.0312853 | Time: 1882.2 ms [2021-07-12 08:02:49 main:574] : INFO : Epoch 1677 | loss: 0.0309335 | val_loss: 0.031293 | Time: 1841.99 ms [2021-07-12 08:02:51 main:574] : INFO : Epoch 1678 | loss: 0.030925 | val_loss: 0.0313356 | Time: 1819.05 ms [2021-07-12 08:02:53 main:574] : INFO : Epoch 1679 | loss: 0.0309249 | val_loss: 0.0312781 | Time: 1922.45 ms [2021-07-12 08:02:55 main:574] : INFO : Epoch 1680 | loss: 0.0309284 | val_loss: 0.0312896 | Time: 1872.04 ms [2021-07-12 08:02:57 main:574] : INFO : Epoch 1681 | loss: 0.030918 | val_loss: 0.0312851 | Time: 1815.55 ms [2021-07-12 08:02:59 main:574] : INFO : Epoch 1682 | loss: 0.0309292 | val_loss: 0.0313284 | Time: 1823.72 ms [2021-07-12 08:03:01 main:574] : INFO : Epoch 1683 | loss: 0.0309264 | val_loss: 0.0312729 | Time: 1980.08 ms [2021-07-12 08:03:03 main:574] : INFO : Epoch 1684 | loss: 0.0309191 | val_loss: 0.0312957 | Time: 2054.24 ms [2021-07-12 08:03:05 main:574] : INFO : Epoch 1685 | loss: 0.0309191 | val_loss: 0.0313214 | Time: 1914.54 ms [2021-07-12 08:03:07 main:574] : INFO : Epoch 1686 | loss: 0.0309173 | val_loss: 0.0313165 | Time: 1827.6 ms [2021-07-12 08:03:08 main:574] : INFO : Epoch 1687 | loss: 0.030924 | val_loss: 0.0313093 | Time: 1836.18 ms [2021-07-12 08:03:10 main:574] : INFO : Epoch 1688 | loss: 0.0309356 | val_loss: 0.0312873 | Time: 1835.92 ms [2021-07-12 08:03:12 main:574] : INFO : Epoch 1689 | loss: 0.0309256 | val_loss: 0.0313436 | Time: 1818.95 ms [2021-07-12 08:03:14 main:574] : INFO : Epoch 1690 | loss: 0.0309173 | val_loss: 0.0312945 | Time: 1859.29 ms [2021-07-12 08:03:16 main:574] : INFO : Epoch 1691 | loss: 0.0309128 | val_loss: 0.0313232 | Time: 1917.74 ms [2021-07-12 08:03:18 main:574] : INFO : Epoch 1692 | loss: 0.0309685 | val_loss: 0.0312429 | Time: 1851.4 ms [2021-07-12 08:03:20 main:574] : INFO : Epoch 1693 | loss: 0.0309827 | val_loss: 0.0312783 | Time: 1847.08 ms [2021-07-12 08:03:21 main:574] : INFO : Epoch 1694 | loss: 0.0309473 | val_loss: 0.0312954 | Time: 1832.37 ms [2021-07-12 08:03:23 main:574] : INFO : Epoch 1695 | loss: 0.0309268 | val_loss: 0.0313148 | Time: 1981.8 ms [2021-07-12 08:03:25 main:574] : INFO : Epoch 1696 | loss: 0.0309218 | val_loss: 0.0312914 | Time: 1905.23 ms [2021-07-12 08:03:27 main:574] : INFO : Epoch 1697 | loss: 0.0309261 | val_loss: 0.0313458 | Time: 1878.25 ms [2021-07-12 08:03:29 main:574] : INFO : Epoch 1698 | loss: 0.0309204 | val_loss: 0.0313018 | Time: 1853.05 ms [2021-07-12 08:03:31 main:574] : INFO : Epoch 1699 | loss: 0.0309254 | val_loss: 0.0313332 | Time: 1813.53 ms [2021-07-12 08:03:33 main:574] : INFO : Epoch 1700 | loss: 0.0309209 | val_loss: 0.031345 | Time: 1814.47 ms [2021-07-12 08:03:35 main:574] : INFO : Epoch 1701 | loss: 0.0309238 | val_loss: 0.031287 | Time: 1862.35 ms [2021-07-12 08:03:36 main:574] : INFO : Epoch 1702 | loss: 0.0309478 | val_loss: 0.0313165 | Time: 1873.85 ms [2021-07-12 08:03:38 main:574] : INFO : Epoch 1703 | loss: 0.0309529 | val_loss: 0.0312972 | Time: 1924.3 ms [2021-07-12 08:03:40 main:574] : INFO : Epoch 1704 | loss: 0.0309461 | val_loss: 0.0312907 | Time: 1963.77 ms [2021-07-12 08:03:42 main:574] : INFO : Epoch 1705 | loss: 0.030957 | val_loss: 0.0312525 | Time: 1900.31 ms [2021-07-12 08:03:44 main:574] : INFO : Epoch 1706 | loss: 0.030938 | val_loss: 0.0312941 | Time: 1851.32 ms [2021-07-12 08:03:46 main:574] : INFO : Epoch 1707 | loss: 0.0309338 | val_loss: 0.0313314 | Time: 1819.25 ms [2021-07-12 08:03:48 main:574] : INFO : Epoch 1708 | loss: 0.0309296 | val_loss: 0.0313224 | Time: 1829.35 ms [2021-07-12 08:03:50 main:574] : INFO : Epoch 1709 | loss: 0.030923 | val_loss: 0.031323 | Time: 1835.21 ms [2021-07-12 08:03:51 main:574] : INFO : Epoch 1710 | loss: 0.0309155 | val_loss: 0.0312803 | Time: 1829.01 ms [2021-07-12 08:03:53 main:574] : INFO : Epoch 1711 | loss: 0.0309247 | val_loss: 0.0312791 | Time: 1850.29 ms [2021-07-12 08:03:55 main:574] : INFO : Epoch 1712 | loss: 0.0309209 | val_loss: 0.0312995 | Time: 1934.84 ms [2021-07-12 08:03:57 main:574] : INFO : Epoch 1713 | loss: 0.030933 | val_loss: 0.0312992 | Time: 1921.38 ms [2021-07-12 08:03:59 main:574] : INFO : Epoch 1714 | loss: 0.0309347 | val_loss: 0.0312976 | Time: 1997.84 ms [2021-07-12 08:04:01 main:574] : INFO : Epoch 1715 | loss: 0.0309344 | val_loss: 0.0313054 | Time: 2026.71 ms [2021-07-12 08:04:03 main:574] : INFO : Epoch 1716 | loss: 0.0309332 | val_loss: 0.031276 | Time: 1885.35 ms [2021-07-12 08:04:05 main:574] : INFO : Epoch 1717 | loss: 0.0309292 | val_loss: 0.031328 | Time: 1828.47 ms [2021-07-12 08:04:07 main:574] : INFO : Epoch 1718 | loss: 0.0309245 | val_loss: 0.0312721 | Time: 1804.26 ms [2021-07-12 08:04:09 main:574] : INFO : Epoch 1719 | loss: 0.0309298 | val_loss: 0.0313092 | Time: 1816.84 ms [2021-07-12 08:04:10 main:574] : INFO : Epoch 1720 | loss: 0.0309392 | val_loss: 0.0313512 | Time: 1812.05 ms [2021-07-12 08:04:12 main:574] : INFO : Epoch 1721 | loss: 0.0309251 | val_loss: 0.0313495 | Time: 1864.2 ms [2021-07-12 08:04:14 main:574] : INFO : Epoch 1722 | loss: 0.0309297 | val_loss: 0.0313127 | Time: 1844.48 ms [2021-07-12 08:04:16 main:574] : INFO : Epoch 1723 | loss: 0.0309149 | val_loss: 0.031341 | Time: 1865.89 ms [2021-07-12 08:04:18 main:574] : INFO : Epoch 1724 | loss: 0.0309103 | val_loss: 0.0313144 | Time: 1883.1 ms [2021-07-12 08:04:20 main:574] : INFO : Epoch 1725 | loss: 0.0309112 | val_loss: 0.0313218 | Time: 1917 ms [2021-07-12 08:04:22 main:574] : INFO : Epoch 1726 | loss: 0.03092 | val_loss: 0.0312784 | Time: 1989.93 ms [2021-07-12 08:04:24 main:574] : INFO : Epoch 1727 | loss: 0.0309253 | val_loss: 0.0313088 | Time: 1824.76 ms [2021-07-12 08:04:26 main:574] : INFO : Epoch 1728 | loss: 0.0309315 | val_loss: 0.0313044 | Time: 1824.67 ms [2021-07-12 08:04:27 main:574] : INFO : Epoch 1729 | loss: 0.0309223 | val_loss: 0.0313423 | Time: 1833.54 ms [2021-07-12 08:04:29 main:574] : INFO : Epoch 1730 | loss: 0.0309308 | val_loss: 0.0313281 | Time: 1834.36 ms [2021-07-12 08:04:31 main:574] : INFO : Epoch 1731 | loss: 0.0309315 | val_loss: 0.0312876 | Time: 1918.71 ms [2021-07-12 08:04:33 main:574] : INFO : Epoch 1732 | loss: 0.0309274 | val_loss: 0.0312983 | Time: 1879.23 ms [2021-07-12 08:04:35 main:574] : INFO : Epoch 1733 | loss: 0.0309295 | val_loss: 0.0313137 | Time: 1850.8 ms [2021-07-12 08:04:37 main:574] : INFO : Epoch 1734 | loss: 0.0309382 | val_loss: 0.0312946 | Time: 1845.8 ms [2021-07-12 08:04:39 main:574] : INFO : Epoch 1735 | loss: 0.0309357 | val_loss: 0.0312948 | Time: 1881.02 ms [2021-07-12 08:04:41 main:574] : INFO : Epoch 1736 | loss: 0.0309324 | val_loss: 0.0312999 | Time: 1952.95 ms [2021-07-12 08:04:43 main:574] : INFO : Epoch 1737 | loss: 0.0309273 | val_loss: 0.0313137 | Time: 1939.11 ms [2021-07-12 08:04:44 main:574] : INFO : Epoch 1738 | loss: 0.0309315 | val_loss: 0.0312922 | Time: 1831.87 ms [2021-07-12 08:04:46 main:574] : INFO : Epoch 1739 | loss: 0.0309232 | val_loss: 0.031336 | Time: 1827.26 ms [2021-07-12 08:04:48 main:574] : INFO : Epoch 1740 | loss: 0.0309153 | val_loss: 0.0313358 | Time: 1809.55 ms [2021-07-12 08:04:50 main:574] : INFO : Epoch 1741 | loss: 0.0309216 | val_loss: 0.0312987 | Time: 1821.36 ms [2021-07-12 08:04:52 main:574] : INFO : Epoch 1742 | loss: 0.0309258 | val_loss: 0.031292 | Time: 1890.06 ms [2021-07-12 08:04:54 main:574] : INFO : Epoch 1743 | loss: 0.0309251 | val_loss: 0.0313289 | Time: 1861.37 ms [2021-07-12 08:04:55 main:574] : INFO : Epoch 1744 | loss: 0.0309227 | val_loss: 0.0313296 | Time: 1844.87 ms [2021-07-12 08:04:57 main:574] : INFO : Epoch 1745 | loss: 0.0309205 | val_loss: 0.0313266 | Time: 1946.34 ms [2021-07-12 08:04:59 main:574] : INFO : Epoch 1746 | loss: 0.0309224 | val_loss: 0.0313216 | Time: 1880.56 ms [2021-07-12 08:05:01 main:574] : INFO : Epoch 1747 | loss: 0.0309368 | val_loss: 0.0312745 | Time: 1851.22 ms [2021-07-12 08:05:03 main:574] : INFO : Epoch 1748 | loss: 0.0309377 | val_loss: 0.0313236 | Time: 1821.59 ms [2021-07-12 08:05:05 main:574] : INFO : Epoch 1749 | loss: 0.0309288 | val_loss: 0.0312979 | Time: 1802.84 ms [2021-07-12 08:05:07 main:574] : INFO : Epoch 1750 | loss: 0.0309364 | val_loss: 0.0313035 | Time: 1838.09 ms [2021-07-12 08:05:08 main:574] : INFO : Epoch 1751 | loss: 0.0309368 | val_loss: 0.0313213 | Time: 1838.51 ms [2021-07-12 08:05:10 main:574] : INFO : Epoch 1752 | loss: 0.0309318 | val_loss: 0.0313164 | Time: 1869.49 ms [2021-07-12 08:05:12 main:574] : INFO : Epoch 1753 | loss: 0.0309306 | val_loss: 0.0313245 | Time: 1922.33 ms [2021-07-12 08:05:14 main:574] : INFO : Epoch 1754 | loss: 0.0309227 | val_loss: 0.031297 | Time: 1986.84 ms [2021-07-12 08:05:16 main:574] : INFO : Epoch 1755 | loss: 0.0309283 | val_loss: 0.0313311 | Time: 1921.23 ms [2021-07-12 08:05:18 main:574] : INFO : Epoch 1756 | loss: 0.0309315 | val_loss: 0.0313062 | Time: 1845.5 ms [2021-07-12 08:05:20 main:574] : INFO : Epoch 1757 | loss: 0.0309286 | val_loss: 0.0313467 | Time: 1835.13 ms [2021-07-12 08:05:22 main:574] : INFO : Epoch 1758 | loss: 0.0309228 | val_loss: 0.0313128 | Time: 1811.52 ms [2021-07-12 08:05:24 main:574] : INFO : Epoch 1759 | loss: 0.0309259 | val_loss: 0.0313092 | Time: 1817.14 ms [2021-07-12 08:05:25 main:574] : INFO : Epoch 1760 | loss: 0.0309385 | val_loss: 0.0313086 | Time: 1864.83 ms [2021-07-12 08:05:27 main:574] : INFO : Epoch 1761 | loss: 0.0309392 | val_loss: 0.0313198 | Time: 1833.28 ms [2021-07-12 08:05:29 main:574] : INFO : Epoch 1762 | loss: 0.0309224 | val_loss: 0.0313053 | Time: 1838.94 ms [2021-07-12 08:05:31 main:574] : INFO : Epoch 1763 | loss: 0.0309255 | val_loss: 0.0313291 | Time: 1900.21 ms [2021-07-12 08:05:33 main:574] : INFO : Epoch 1764 | loss: 0.0309356 | val_loss: 0.0312948 | Time: 1909.4 ms [2021-07-12 08:05:35 main:574] : INFO : Epoch 1765 | loss: 0.0309279 | val_loss: 0.0313252 | Time: 1940.2 ms [2021-07-12 08:05:37 main:574] : INFO : Epoch 1766 | loss: 0.0309424 | val_loss: 0.0313252 | Time: 1877.45 ms [2021-07-12 08:05:39 main:574] : INFO : Epoch 1767 | loss: 0.0309162 | val_loss: 0.0313138 | Time: 1813.1 ms [2021-07-12 08:05:40 main:574] : INFO : Epoch 1768 | loss: 0.0309175 | val_loss: 0.031333 | Time: 1834.57 ms [2021-07-12 08:05:42 main:574] : INFO : Epoch 1769 | loss: 0.0309138 | val_loss: 0.0313281 | Time: 1816.19 ms [2021-07-12 08:05:44 main:574] : INFO : Epoch 1770 | loss: 0.0309209 | val_loss: 0.0312753 | Time: 1817.04 ms [2021-07-12 08:05:46 main:574] : INFO : Epoch 1771 | loss: 0.0309347 | val_loss: 0.0313116 | Time: 1820.66 ms [2021-07-12 08:05:48 main:574] : INFO : Epoch 1772 | loss: 0.030941 | val_loss: 0.0312685 | Time: 1851.09 ms [2021-07-12 08:05:50 main:574] : INFO : Epoch 1773 | loss: 0.0309402 | val_loss: 0.0312896 | Time: 1840.86 ms [2021-07-12 08:05:52 main:574] : INFO : Epoch 1774 | loss: 0.030929 | val_loss: 0.0313078 | Time: 1908.92 ms [2021-07-12 08:05:53 main:574] : INFO : Epoch 1775 | loss: 0.0309317 | val_loss: 0.0313175 | Time: 1956.66 ms [2021-07-12 08:05:55 main:574] : INFO : Epoch 1776 | loss: 0.0309203 | val_loss: 0.0313176 | Time: 2014.62 ms [2021-07-12 08:05:57 main:574] : INFO : Epoch 1777 | loss: 0.0309259 | val_loss: 0.0313113 | Time: 1994.74 ms [2021-07-12 08:05:59 main:574] : INFO : Epoch 1778 | loss: 0.0309325 | val_loss: 0.0313036 | Time: 1846.85 ms [2021-07-12 08:06:01 main:574] : INFO : Epoch 1779 | loss: 0.0309195 | val_loss: 0.0313195 | Time: 1829.76 ms [2021-07-12 08:06:03 main:574] : INFO : Epoch 1780 | loss: 0.0309261 | val_loss: 0.0312939 | Time: 1833.97 ms [2021-07-12 08:06:05 main:574] : INFO : Epoch 1781 | loss: 0.0309164 | val_loss: 0.0313142 | Time: 1832.81 ms [2021-07-12 08:06:07 main:574] : INFO : Epoch 1782 | loss: 0.0309237 | val_loss: 0.0313111 | Time: 1827.92 ms [2021-07-12 08:06:09 main:574] : INFO : Epoch 1783 | loss: 0.0309258 | val_loss: 0.031299 | Time: 1824.93 ms [2021-07-12 08:06:10 main:574] : INFO : Epoch 1784 | loss: 0.03094 | val_loss: 0.0312847 | Time: 1835.41 ms [2021-07-12 08:06:12 main:574] : INFO : Epoch 1785 | loss: 0.0309356 | val_loss: 0.0312682 | Time: 1898.84 ms [2021-07-12 08:06:14 main:574] : INFO : Epoch 1786 | loss: 0.0309362 | val_loss: 0.0313099 | Time: 1977.41 ms [2021-07-12 08:06:16 main:574] : INFO : Epoch 1787 | loss: 0.0309245 | val_loss: 0.0313087 | Time: 1882.3 ms [2021-07-12 08:06:18 main:574] : INFO : Epoch 1788 | loss: 0.0309224 | val_loss: 0.0313103 | Time: 1842.4 ms [2021-07-12 08:06:20 main:574] : INFO : Epoch 1789 | loss: 0.0309166 | val_loss: 0.031306 | Time: 1818.92 ms [2021-07-12 08:06:22 main:574] : INFO : Epoch 1790 | loss: 0.0309154 | val_loss: 0.0312735 | Time: 1804.38 ms [2021-07-12 08:06:24 main:574] : INFO : Epoch 1791 | loss: 0.0309251 | val_loss: 0.0312993 | Time: 1863.34 ms [2021-07-12 08:06:25 main:574] : INFO : Epoch 1792 | loss: 0.0309948 | val_loss: 0.0312395 | Time: 1866.93 ms [2021-07-12 08:06:27 main:574] : INFO : Epoch 1793 | loss: 0.0309638 | val_loss: 0.0312861 | Time: 1837.61 ms [2021-07-12 08:06:29 main:574] : INFO : Epoch 1794 | loss: 0.030937 | val_loss: 0.0313103 | Time: 1836.78 ms [2021-07-12 08:06:31 main:574] : INFO : Epoch 1795 | loss: 0.0309296 | val_loss: 0.0313206 | Time: 1863.86 ms [2021-07-12 08:06:33 main:574] : INFO : Epoch 1796 | loss: 0.0309227 | val_loss: 0.0313208 | Time: 1918.65 ms [2021-07-12 08:06:35 main:574] : INFO : Epoch 1797 | loss: 0.0309325 | val_loss: 0.0313137 | Time: 1875.6 ms [2021-07-12 08:06:37 main:574] : INFO : Epoch 1798 | loss: 0.030936 | val_loss: 0.0313321 | Time: 1849.44 ms [2021-07-12 08:06:38 main:574] : INFO : Epoch 1799 | loss: 0.0309281 | val_loss: 0.0312851 | Time: 1873.11 ms [2021-07-12 08:06:40 main:574] : INFO : Epoch 1800 | loss: 0.0309395 | val_loss: 0.0313154 | Time: 1825.9 ms [2021-07-12 08:06:42 main:574] : INFO : Epoch 1801 | loss: 0.0309379 | val_loss: 0.0313096 | Time: 1888.51 ms [2021-07-12 08:06:44 main:574] : INFO : Epoch 1802 | loss: 0.0309284 | val_loss: 0.0312972 | Time: 1883.53 ms [2021-07-12 08:06:46 main:574] : INFO : Epoch 1803 | loss: 0.0309356 | val_loss: 0.0312718 | Time: 1886.41 ms [2021-07-12 08:06:48 main:574] : INFO : Epoch 1804 | loss: 0.0309359 | val_loss: 0.0312839 | Time: 1916.32 ms [2021-07-12 08:06:50 main:574] : INFO : Epoch 1805 | loss: 0.0309376 | val_loss: 0.0313519 | Time: 1844 ms [2021-07-12 08:06:52 main:574] : INFO : Epoch 1806 | loss: 0.0309245 | val_loss: 0.0312791 | Time: 1827.27 ms [2021-07-12 08:06:53 main:574] : INFO : Epoch 1807 | loss: 0.0309178 | val_loss: 0.0313214 | Time: 1881.67 ms [2021-07-12 08:06:55 main:574] : INFO : Epoch 1808 | loss: 0.0309132 | val_loss: 0.0312717 | Time: 1834.63 ms [2021-07-12 08:06:57 main:574] : INFO : Epoch 1809 | loss: 0.0309202 | val_loss: 0.0313173 | Time: 1830.95 ms [2021-07-12 08:06:59 main:574] : INFO : Epoch 1810 | loss: 0.0309352 | val_loss: 0.0312985 | Time: 1842 ms [2021-07-12 08:07:01 main:574] : INFO : Epoch 1811 | loss: 0.0309332 | val_loss: 0.0313029 | Time: 1835.39 ms [2021-07-12 08:07:03 main:574] : INFO : Epoch 1812 | loss: 0.0309442 | val_loss: 0.0313026 | Time: 1881.89 ms [2021-07-12 08:07:05 main:574] : INFO : Epoch 1813 | loss: 0.0309581 | val_loss: 0.0312977 | Time: 1866.6 ms [2021-07-12 08:07:07 main:574] : INFO : Epoch 1814 | loss: 0.0309507 | val_loss: 0.031321 | Time: 1891.52 ms [2021-07-12 08:07:08 main:574] : INFO : Epoch 1815 | loss: 0.0309341 | val_loss: 0.0312898 | Time: 1941.76 ms [2021-07-12 08:07:10 main:574] : INFO : Epoch 1816 | loss: 0.030933 | val_loss: 0.0312859 | Time: 1882.78 ms [2021-07-12 08:07:12 main:574] : INFO : Epoch 1817 | loss: 0.0309219 | val_loss: 0.0313065 | Time: 1807.27 ms [2021-07-12 08:07:14 main:574] : INFO : Epoch 1818 | loss: 0.0309392 | val_loss: 0.0312993 | Time: 1833.66 ms [2021-07-12 08:07:16 main:574] : INFO : Epoch 1819 | loss: 0.0309269 | val_loss: 0.0313488 | Time: 1876.77 ms [2021-07-12 08:07:18 main:574] : INFO : Epoch 1820 | loss: 0.0309341 | val_loss: 0.0313092 | Time: 1829.45 ms [2021-07-12 08:07:20 main:574] : INFO : Epoch 1821 | loss: 0.0309476 | val_loss: 0.0312817 | Time: 1808.54 ms [2021-07-12 08:07:21 main:574] : INFO : Epoch 1822 | loss: 0.0309281 | val_loss: 0.0313175 | Time: 1844.68 ms [2021-07-12 08:07:23 main:574] : INFO : Epoch 1823 | loss: 0.030924 | val_loss: 0.0313642 | Time: 1883.37 ms [2021-07-12 08:07:25 main:574] : INFO : Epoch 1824 | loss: 0.0309708 | val_loss: 0.0313054 | Time: 1880.99 ms [2021-07-12 08:07:27 main:574] : INFO : Epoch 1825 | loss: 0.030941 | val_loss: 0.0313048 | Time: 1975.34 ms [2021-07-12 08:07:29 main:574] : INFO : Epoch 1826 | loss: 0.0309251 | val_loss: 0.0313337 | Time: 1852.46 ms [2021-07-12 08:07:31 main:574] : INFO : Epoch 1827 | loss: 0.030975 | val_loss: 0.0312654 | Time: 1871.8 ms [2021-07-12 08:07:33 main:574] : INFO : Epoch 1828 | loss: 0.0309495 | val_loss: 0.0312962 | Time: 1823.85 ms [2021-07-12 08:07:35 main:574] : INFO : Epoch 1829 | loss: 0.0309195 | val_loss: 0.0313153 | Time: 1840.8 ms [2021-07-12 08:07:36 main:574] : INFO : Epoch 1830 | loss: 0.0309254 | val_loss: 0.0313063 | Time: 1885.95 ms [2021-07-12 08:07:38 main:574] : INFO : Epoch 1831 | loss: 0.0309242 | val_loss: 0.0312843 | Time: 1856.47 ms [2021-07-12 08:07:40 main:574] : INFO : Epoch 1832 | loss: 0.0309151 | val_loss: 0.0313082 | Time: 1887.91 ms [2021-07-12 08:07:42 main:574] : INFO : Epoch 1833 | loss: 0.0309172 | val_loss: 0.0313049 | Time: 1896.5 ms [2021-07-12 08:07:44 main:574] : INFO : Epoch 1834 | loss: 0.0309217 | val_loss: 0.031298 | Time: 1887.24 ms [2021-07-12 08:07:46 main:574] : INFO : Epoch 1835 | loss: 0.0309271 | val_loss: 0.0313274 | Time: 1903.04 ms [2021-07-12 08:07:48 main:574] : INFO : Epoch 1836 | loss: 0.0309245 | val_loss: 0.0313125 | Time: 1876.26 ms [2021-07-12 08:07:50 main:574] : INFO : Epoch 1837 | loss: 0.0309299 | val_loss: 0.031294 | Time: 1814.4 ms [2021-07-12 08:07:52 main:574] : INFO : Epoch 1838 | loss: 0.0309345 | val_loss: 0.0312907 | Time: 1866.01 ms [2021-07-12 08:07:53 main:574] : INFO : Epoch 1839 | loss: 0.0309262 | val_loss: 0.0313446 | Time: 1847.84 ms [2021-07-12 08:07:55 main:574] : INFO : Epoch 1840 | loss: 0.0309386 | val_loss: 0.031322 | Time: 1827.48 ms [2021-07-12 08:07:57 main:574] : INFO : Epoch 1841 | loss: 0.0309383 | val_loss: 0.0313112 | Time: 1864.58 ms [2021-07-12 08:07:59 main:574] : INFO : Epoch 1842 | loss: 0.0309252 | val_loss: 0.0313183 | Time: 1842.4 ms [2021-07-12 08:08:01 main:574] : INFO : Epoch 1843 | loss: 0.0309227 | val_loss: 0.0313178 | Time: 1803.2 ms [2021-07-12 08:08:03 main:574] : INFO : Epoch 1844 | loss: 0.0309286 | val_loss: 0.0313286 | Time: 1881.98 ms [2021-07-12 08:08:05 main:574] : INFO : Epoch 1845 | loss: 0.0309332 | val_loss: 0.0313028 | Time: 1868.08 ms [2021-07-12 08:08:06 main:574] : INFO : Epoch 1846 | loss: 0.0309331 | val_loss: 0.0313091 | Time: 1856.09 ms [2021-07-12 08:08:08 main:574] : INFO : Epoch 1847 | loss: 0.030944 | val_loss: 0.031295 | Time: 1837.58 ms [2021-07-12 08:08:10 main:574] : INFO : Epoch 1848 | loss: 0.0309325 | val_loss: 0.0313166 | Time: 1835.13 ms [2021-07-12 08:08:12 main:574] : INFO : Epoch 1849 | loss: 0.0309656 | val_loss: 0.0312926 | Time: 1874.51 ms [2021-07-12 08:08:14 main:574] : INFO : Epoch 1850 | loss: 0.030944 | val_loss: 0.0313318 | Time: 1810.71 ms [2021-07-12 08:08:16 main:574] : INFO : Epoch 1851 | loss: 0.0309302 | val_loss: 0.0313166 | Time: 1881.54 ms [2021-07-12 08:08:18 main:574] : INFO : Epoch 1852 | loss: 0.0309237 | val_loss: 0.0312713 | Time: 1917.08 ms [2021-07-12 08:08:19 main:574] : INFO : Epoch 1853 | loss: 0.0309197 | val_loss: 0.0313119 | Time: 1844.54 ms [2021-07-12 08:08:21 main:574] : INFO : Epoch 1854 | loss: 0.0309182 | val_loss: 0.0313017 | Time: 1810.96 ms [2021-07-12 08:08:23 main:574] : INFO : Epoch 1855 | loss: 0.0309199 | val_loss: 0.0313002 | Time: 1839.16 ms [2021-07-12 08:08:25 main:574] : INFO : Epoch 1856 | loss: 0.0309276 | val_loss: 0.0313026 | Time: 1869.9 ms [2021-07-12 08:08:27 main:574] : INFO : Epoch 1857 | loss: 0.0309299 | val_loss: 0.0312901 | Time: 1810.46 ms [2021-07-12 08:08:29 main:574] : INFO : Epoch 1858 | loss: 0.0309207 | val_loss: 0.0313471 | Time: 1811.24 ms [2021-07-12 08:08:30 main:574] : INFO : Epoch 1859 | loss: 0.030929 | val_loss: 0.0313085 | Time: 1842.66 ms [2021-07-12 08:08:32 main:574] : INFO : Epoch 1860 | loss: 0.0309284 | val_loss: 0.0313279 | Time: 1814.52 ms [2021-07-12 08:08:34 main:574] : INFO : Epoch 1861 | loss: 0.0309255 | val_loss: 0.0313326 | Time: 1870.11 ms [2021-07-12 08:08:36 main:574] : INFO : Epoch 1862 | loss: 0.0309402 | val_loss: 0.0312583 | Time: 1861.75 ms [2021-07-12 08:08:38 main:574] : INFO : Epoch 1863 | loss: 0.0309486 | val_loss: 0.0312621 | Time: 1898.84 ms [2021-07-12 08:08:40 main:574] : INFO : Epoch 1864 | loss: 0.0309376 | val_loss: 0.0313101 | Time: 1872.54 ms [2021-07-12 08:08:42 main:574] : INFO : Epoch 1865 | loss: 0.0309208 | val_loss: 0.0313244 | Time: 1842.66 ms [2021-07-12 08:08:44 main:574] : INFO : Epoch 1866 | loss: 0.0309205 | val_loss: 0.0313067 | Time: 1880.82 ms [2021-07-12 08:08:45 main:574] : INFO : Epoch 1867 | loss: 0.0309342 | val_loss: 0.031309 | Time: 1836.51 ms [2021-07-12 08:08:47 main:574] : INFO : Epoch 1868 | loss: 0.0309312 | val_loss: 0.0313324 | Time: 1837.87 ms [2021-07-12 08:08:49 main:574] : INFO : Epoch 1869 | loss: 0.0309193 | val_loss: 0.031295 | Time: 1889.88 ms [2021-07-12 08:08:51 main:574] : INFO : Epoch 1870 | loss: 0.0309177 | val_loss: 0.0313241 | Time: 1841.11 ms [2021-07-12 08:08:53 main:574] : INFO : Epoch 1871 | loss: 0.0309234 | val_loss: 0.0313067 | Time: 1815.27 ms [2021-07-12 08:08:55 main:574] : INFO : Epoch 1872 | loss: 0.03092 | val_loss: 0.0313379 | Time: 1835.07 ms [2021-07-12 08:08:56 main:574] : INFO : Epoch 1873 | loss: 0.0309295 | val_loss: 0.0312867 | Time: 1835.55 ms [2021-07-12 08:08:58 main:574] : INFO : Epoch 1874 | loss: 0.0309389 | val_loss: 0.0313232 | Time: 1890.77 ms [2021-07-12 08:09:00 main:574] : INFO : Epoch 1875 | loss: 0.0309239 | val_loss: 0.0313276 | Time: 1870.55 ms [2021-07-12 08:09:02 main:574] : INFO : Epoch 1876 | loss: 0.0309173 | val_loss: 0.031318 | Time: 1846.29 ms [2021-07-12 08:09:04 main:574] : INFO : Epoch 1877 | loss: 0.0309208 | val_loss: 0.0313339 | Time: 1910.49 ms [2021-07-12 08:09:06 main:574] : INFO : Epoch 1878 | loss: 0.0309482 | val_loss: 0.0313273 | Time: 1831.92 ms [2021-07-12 08:09:08 main:574] : INFO : Epoch 1879 | loss: 0.0309742 | val_loss: 0.0313161 | Time: 1826.04 ms [2021-07-12 08:09:10 main:574] : INFO : Epoch 1880 | loss: 0.030939 | val_loss: 0.0313277 | Time: 1888.76 ms [2021-07-12 08:09:11 main:574] : INFO : Epoch 1881 | loss: 0.0309259 | val_loss: 0.0313181 | Time: 1819.13 ms [2021-07-12 08:09:13 main:574] : INFO : Epoch 1882 | loss: 0.0309189 | val_loss: 0.0312912 | Time: 1845.74 ms [2021-07-12 08:09:15 main:574] : INFO : Epoch 1883 | loss: 0.0309225 | val_loss: 0.0312867 | Time: 1826.55 ms [2021-07-12 08:09:17 main:574] : INFO : Epoch 1884 | loss: 0.0309275 | val_loss: 0.0312915 | Time: 1852.34 ms [2021-07-12 08:09:19 main:574] : INFO : Epoch 1885 | loss: 0.0309346 | val_loss: 0.0313114 | Time: 1932.86 ms [2021-07-12 08:09:21 main:574] : INFO : Epoch 1886 | loss: 0.0309373 | val_loss: 0.0312935 | Time: 1908.6 ms [2021-07-12 08:09:23 main:574] : INFO : Epoch 1887 | loss: 0.0309241 | val_loss: 0.0312874 | Time: 1817 ms [2021-07-12 08:09:25 main:574] : INFO : Epoch 1888 | loss: 0.0310077 | val_loss: 0.0312333 | Time: 1876.02 ms [2021-07-12 08:09:26 main:574] : INFO : Epoch 1889 | loss: 0.0310269 | val_loss: 0.0312569 | Time: 1827.01 ms [2021-07-12 08:09:28 main:574] : INFO : Epoch 1890 | loss: 0.0309663 | val_loss: 0.031267 | Time: 1878.87 ms [2021-07-12 08:09:30 main:574] : INFO : Epoch 1891 | loss: 0.0309515 | val_loss: 0.0312785 | Time: 1908.39 ms [2021-07-12 08:09:32 main:574] : INFO : Epoch 1892 | loss: 0.0309423 | val_loss: 0.0312974 | Time: 1824.45 ms [2021-07-12 08:09:34 main:574] : INFO : Epoch 1893 | loss: 0.030932 | val_loss: 0.031302 | Time: 1835 ms [2021-07-12 08:09:36 main:574] : INFO : Epoch 1894 | loss: 0.030924 | val_loss: 0.0313135 | Time: 1903.78 ms [2021-07-12 08:09:38 main:574] : INFO : Epoch 1895 | loss: 0.0309277 | val_loss: 0.0313382 | Time: 1861.38 ms [2021-07-12 08:09:39 main:574] : INFO : Epoch 1896 | loss: 0.0309187 | val_loss: 0.0313111 | Time: 1863.71 ms [2021-07-12 08:09:41 main:574] : INFO : Epoch 1897 | loss: 0.0309222 | val_loss: 0.0313277 | Time: 1870.93 ms [2021-07-12 08:09:43 main:574] : INFO : Epoch 1898 | loss: 0.0309229 | val_loss: 0.0313132 | Time: 1823.59 ms [2021-07-12 08:09:45 main:574] : INFO : Epoch 1899 | loss: 0.0309313 | val_loss: 0.031319 | Time: 1826.31 ms [2021-07-12 08:09:47 main:574] : INFO : Epoch 1900 | loss: 0.0309246 | val_loss: 0.0313011 | Time: 1830.34 ms [2021-07-12 08:09:49 main:574] : INFO : Epoch 1901 | loss: 0.0309198 | val_loss: 0.031317 | Time: 1895.92 ms [2021-07-12 08:09:51 main:574] : INFO : Epoch 1902 | loss: 0.0309206 | val_loss: 0.0313169 | Time: 1905.33 ms [2021-07-12 08:09:53 main:574] : INFO : Epoch 1903 | loss: 0.0309196 | val_loss: 0.0313162 | Time: 1847.76 ms [2021-07-12 08:09:54 main:574] : INFO : Epoch 1904 | loss: 0.0309155 | val_loss: 0.0312985 | Time: 1862.66 ms [2021-07-12 08:09:56 main:574] : INFO : Epoch 1905 | loss: 0.030914 | val_loss: 0.0313418 | Time: 1923.9 ms [2021-07-12 08:09:58 main:574] : INFO : Epoch 1906 | loss: 0.0309178 | val_loss: 0.0313432 | Time: 1817.32 ms [2021-07-12 08:10:00 main:574] : INFO : Epoch 1907 | loss: 0.030925 | val_loss: 0.0312634 | Time: 1837.83 ms [2021-07-12 08:10:02 main:574] : INFO : Epoch 1908 | loss: 0.0309581 | val_loss: 0.0312772 | Time: 1866.94 ms [2021-07-12 08:10:04 main:574] : INFO : Epoch 1909 | loss: 0.0309339 | val_loss: 0.0313452 | Time: 1828.02 ms [2021-07-12 08:10:06 main:574] : INFO : Epoch 1910 | loss: 0.0309334 | val_loss: 0.0313049 | Time: 1834.72 ms [2021-07-12 08:10:07 main:574] : INFO : Epoch 1911 | loss: 0.0309527 | val_loss: 0.031307 | Time: 1818.56 ms [2021-07-12 08:10:09 main:574] : INFO : Epoch 1912 | loss: 0.0309365 | val_loss: 0.031331 | Time: 1917.06 ms [2021-07-12 08:10:11 main:574] : INFO : Epoch 1913 | loss: 0.0309237 | val_loss: 0.0313418 | Time: 1961.49 ms [2021-07-12 08:10:13 main:574] : INFO : Epoch 1914 | loss: 0.0309472 | val_loss: 0.0312557 | Time: 1815.2 ms [2021-07-12 08:10:15 main:574] : INFO : Epoch 1915 | loss: 0.0309377 | val_loss: 0.0313425 | Time: 1839.17 ms [2021-07-12 08:10:17 main:574] : INFO : Epoch 1916 | loss: 0.0309315 | val_loss: 0.0313215 | Time: 1900.63 ms [2021-07-12 08:10:19 main:574] : INFO : Epoch 1917 | loss: 0.0309312 | val_loss: 0.0313044 | Time: 1818.32 ms [2021-07-12 08:10:21 main:574] : INFO : Epoch 1918 | loss: 0.0309316 | val_loss: 0.031319 | Time: 1827.11 ms [2021-07-12 08:10:22 main:574] : INFO : Epoch 1919 | loss: 0.0309355 | val_loss: 0.0313199 | Time: 1864.13 ms [2021-07-12 08:10:24 main:574] : INFO : Epoch 1920 | loss: 0.0309373 | val_loss: 0.0313034 | Time: 1846.91 ms [2021-07-12 08:10:26 main:574] : INFO : Epoch 1921 | loss: 0.0309513 | val_loss: 0.0312811 | Time: 1934.42 ms [2021-07-12 08:10:28 main:574] : INFO : Epoch 1922 | loss: 0.0309368 | val_loss: 0.0313191 | Time: 1920.34 ms [2021-07-12 08:10:30 main:574] : INFO : Epoch 1923 | loss: 0.0309228 | val_loss: 0.0313086 | Time: 1834.37 ms [2021-07-12 08:10:32 main:574] : INFO : Epoch 1924 | loss: 0.0309228 | val_loss: 0.0313349 | Time: 1912.79 ms [2021-07-12 08:10:34 main:574] : INFO : Epoch 1925 | loss: 0.0309565 | val_loss: 0.0311869 | Time: 1834.66 ms [2021-07-12 08:10:36 main:574] : INFO : Epoch 1926 | loss: 0.0311102 | val_loss: 0.0311859 | Time: 1812.38 ms [2021-07-12 08:10:37 main:574] : INFO : Epoch 1927 | loss: 0.0310928 | val_loss: 0.0311788 | Time: 1913.07 ms [2021-07-12 08:10:39 main:574] : INFO : Epoch 1928 | loss: 0.0310604 | val_loss: 0.0312125 | Time: 1809.43 ms [2021-07-12 08:10:41 main:574] : INFO : Epoch 1929 | loss: 0.0310198 | val_loss: 0.0312396 | Time: 1799.58 ms [2021-07-12 08:10:43 main:574] : INFO : Epoch 1930 | loss: 0.0309782 | val_loss: 0.0312538 | Time: 1860.97 ms [2021-07-12 08:10:45 main:574] : INFO : Epoch 1931 | loss: 0.0309458 | val_loss: 0.0312672 | Time: 1850.1 ms [2021-07-12 08:10:47 main:574] : INFO : Epoch 1932 | loss: 0.0309303 | val_loss: 0.0313102 | Time: 1958.24 ms [2021-07-12 08:10:49 main:574] : INFO : Epoch 1933 | loss: 0.0309254 | val_loss: 0.0313062 | Time: 1989.01 ms [2021-07-12 08:10:51 main:574] : INFO : Epoch 1934 | loss: 0.0309361 | val_loss: 0.0312914 | Time: 1840.8 ms [2021-07-12 08:10:52 main:574] : INFO : Epoch 1935 | loss: 0.0309377 | val_loss: 0.031276 | Time: 1825.76 ms [2021-07-12 08:10:54 main:574] : INFO : Epoch 1936 | loss: 0.0309315 | val_loss: 0.0312971 | Time: 1811.48 ms [2021-07-12 08:10:56 main:574] : INFO : Epoch 1937 | loss: 0.0309142 | val_loss: 0.0313418 | Time: 1823.73 ms [2021-07-12 08:10:58 main:574] : INFO : Epoch 1938 | loss: 0.0309094 | val_loss: 0.0312908 | Time: 1839.56 ms [2021-07-12 08:11:00 main:574] : INFO : Epoch 1939 | loss: 0.0309199 | val_loss: 0.0313285 | Time: 1818.04 ms [2021-07-12 08:11:02 main:574] : INFO : Epoch 1940 | loss: 0.0309395 | val_loss: 0.0312831 | Time: 1821.66 ms [2021-07-12 08:11:04 main:574] : INFO : Epoch 1941 | loss: 0.0309323 | val_loss: 0.0312855 | Time: 1876.65 ms [2021-07-12 08:11:05 main:574] : INFO : Epoch 1942 | loss: 0.0309179 | val_loss: 0.0313503 | Time: 1927.43 ms [2021-07-12 08:11:07 main:574] : INFO : Epoch 1943 | loss: 0.0309169 | val_loss: 0.0313096 | Time: 2005.69 ms [2021-07-12 08:11:09 main:574] : INFO : Epoch 1944 | loss: 0.030921 | val_loss: 0.0313167 | Time: 1978.21 ms [2021-07-12 08:11:11 main:574] : INFO : Epoch 1945 | loss: 0.0309239 | val_loss: 0.0313101 | Time: 1906.89 ms [2021-07-12 08:11:13 main:574] : INFO : Epoch 1946 | loss: 0.0309284 | val_loss: 0.0313062 | Time: 1847.15 ms [2021-07-12 08:11:15 main:574] : INFO : Epoch 1947 | loss: 0.0309211 | val_loss: 0.0313154 | Time: 1822.09 ms [2021-07-12 08:11:17 main:574] : INFO : Epoch 1948 | loss: 0.0309305 | val_loss: 0.031345 | Time: 1843.01 ms [2021-07-12 08:11:19 main:574] : INFO : Epoch 1949 | loss: 0.030943 | val_loss: 0.0312865 | Time: 1833.11 ms [2021-07-12 08:11:21 main:574] : INFO : Epoch 1950 | loss: 0.0309374 | val_loss: 0.0313047 | Time: 1876.19 ms [2021-07-12 08:11:22 main:574] : INFO : Epoch 1951 | loss: 0.0309297 | val_loss: 0.031307 | Time: 1858.29 ms [2021-07-12 08:11:24 main:574] : INFO : Epoch 1952 | loss: 0.0309228 | val_loss: 0.0312903 | Time: 1791.25 ms [2021-07-12 08:11:26 main:574] : INFO : Epoch 1953 | loss: 0.0309276 | val_loss: 0.0313345 | Time: 1831.39 ms [2021-07-12 08:11:28 main:574] : INFO : Epoch 1954 | loss: 0.0309213 | val_loss: 0.031319 | Time: 1905.38 ms [2021-07-12 08:11:30 main:574] : INFO : Epoch 1955 | loss: 0.0309223 | val_loss: 0.0313317 | Time: 1970.66 ms [2021-07-12 08:11:32 main:574] : INFO : Epoch 1956 | loss: 0.030917 | val_loss: 0.0313137 | Time: 1930.72 ms [2021-07-12 08:11:34 main:574] : INFO : Epoch 1957 | loss: 0.0309309 | val_loss: 0.0312814 | Time: 1830.69 ms [2021-07-12 08:11:36 main:574] : INFO : Epoch 1958 | loss: 0.0309317 | val_loss: 0.0312923 | Time: 1847.32 ms [2021-07-12 08:11:37 main:574] : INFO : Epoch 1959 | loss: 0.0309342 | val_loss: 0.0313459 | Time: 1828.87 ms [2021-07-12 08:11:39 main:574] : INFO : Epoch 1960 | loss: 0.0309325 | val_loss: 0.0313266 | Time: 1817.71 ms [2021-07-12 08:11:41 main:574] : INFO : Epoch 1961 | loss: 0.0309234 | val_loss: 0.0313199 | Time: 1900.44 ms [2021-07-12 08:11:43 main:574] : INFO : Epoch 1962 | loss: 0.0309319 | val_loss: 0.0313247 | Time: 1878.27 ms [2021-07-12 08:11:45 main:574] : INFO : Epoch 1963 | loss: 0.0309317 | val_loss: 0.0313073 | Time: 1803.58 ms [2021-07-12 08:11:47 main:574] : INFO : Epoch 1964 | loss: 0.0309324 | val_loss: 0.0312896 | Time: 1812.23 ms [2021-07-12 08:11:49 main:574] : INFO : Epoch 1965 | loss: 0.0309336 | val_loss: 0.0313076 | Time: 1942.5 ms [2021-07-12 08:11:51 main:574] : INFO : Epoch 1966 | loss: 0.0309381 | val_loss: 0.0313035 | Time: 1914.75 ms [2021-07-12 08:11:52 main:574] : INFO : Epoch 1967 | loss: 0.0309239 | val_loss: 0.0313312 | Time: 1858.01 ms [2021-07-12 08:11:54 main:574] : INFO : Epoch 1968 | loss: 0.0309254 | val_loss: 0.0312852 | Time: 1837.69 ms [2021-07-12 08:11:56 main:574] : INFO : Epoch 1969 | loss: 0.0309399 | val_loss: 0.0312889 | Time: 1842.34 ms [2021-07-12 08:11:58 main:574] : INFO : Epoch 1970 | loss: 0.0309242 | val_loss: 0.0313112 | Time: 1887.4 ms [2021-07-12 08:12:00 main:574] : INFO : Epoch 1971 | loss: 0.0309229 | val_loss: 0.0313223 | Time: 1840.91 ms [2021-07-12 08:12:02 main:574] : INFO : Epoch 1972 | loss: 0.0309248 | val_loss: 0.0313304 | Time: 1896.37 ms [2021-07-12 08:12:04 main:574] : INFO : Epoch 1973 | loss: 0.0309175 | val_loss: 0.0313248 | Time: 1903.98 ms [2021-07-12 08:12:06 main:574] : INFO : Epoch 1974 | loss: 0.0309247 | val_loss: 0.0313103 | Time: 1853.59 ms [2021-07-12 08:12:07 main:574] : INFO : Epoch 1975 | loss: 0.0309348 | val_loss: 0.0312713 | Time: 1791.23 ms [2021-07-12 08:12:09 main:574] : INFO : Epoch 1976 | loss: 0.0309316 | val_loss: 0.0312919 | Time: 1840.38 ms [2021-07-12 08:12:11 main:574] : INFO : Epoch 1977 | loss: 0.0309301 | val_loss: 0.0312979 | Time: 1940.05 ms [2021-07-12 08:12:13 main:574] : INFO : Epoch 1978 | loss: 0.0310728 | val_loss: 0.0313506 | Time: 1852.48 ms [2021-07-12 08:12:15 main:574] : INFO : Epoch 1979 | loss: 0.03117 | val_loss: 0.0314667 | Time: 1831.46 ms [2021-07-12 08:12:17 main:574] : INFO : Epoch 1980 | loss: 0.0309881 | val_loss: 0.03127 | Time: 1890.53 ms [2021-07-12 08:12:19 main:574] : INFO : Epoch 1981 | loss: 0.0309401 | val_loss: 0.0312857 | Time: 1883.29 ms [2021-07-12 08:12:21 main:574] : INFO : Epoch 1982 | loss: 0.0309338 | val_loss: 0.0313596 | Time: 1861.64 ms [2021-07-12 08:12:22 main:574] : INFO : Epoch 1983 | loss: 0.0309373 | val_loss: 0.0313446 | Time: 1852.8 ms [2021-07-12 08:12:24 main:574] : INFO : Epoch 1984 | loss: 0.0309312 | val_loss: 0.0312914 | Time: 1874.01 ms [2021-07-12 08:12:26 main:574] : INFO : Epoch 1985 | loss: 0.0309222 | val_loss: 0.0313481 | Time: 1905.82 ms [2021-07-12 08:12:28 main:574] : INFO : Epoch 1986 | loss: 0.0309309 | val_loss: 0.0313001 | Time: 1811.28 ms [2021-07-12 08:12:30 main:574] : INFO : Epoch 1987 | loss: 0.0309206 | val_loss: 0.03129 | Time: 1825.86 ms [2021-07-12 08:12:32 main:574] : INFO : Epoch 1988 | loss: 0.0309288 | val_loss: 0.0313208 | Time: 1855.79 ms [2021-07-12 08:12:34 main:574] : INFO : Epoch 1989 | loss: 0.030923 | val_loss: 0.0312946 | Time: 1860.82 ms [2021-07-12 08:12:35 main:574] : INFO : Epoch 1990 | loss: 0.0309139 | val_loss: 0.0313421 | Time: 1852.61 ms [2021-07-12 08:12:37 main:574] : INFO : Epoch 1991 | loss: 0.0309174 | val_loss: 0.0313307 | Time: 1855.31 ms [2021-07-12 08:12:39 main:574] : INFO : Epoch 1992 | loss: 0.0309237 | val_loss: 0.0312966 | Time: 1858.38 ms [2021-07-12 08:12:41 main:574] : INFO : Epoch 1993 | loss: 0.0309314 | val_loss: 0.0312998 | Time: 1916.2 ms [2021-07-12 08:12:43 main:574] : INFO : Epoch 1994 | loss: 0.0309427 | val_loss: 0.0313185 | Time: 1843.48 ms [2021-07-12 08:12:45 main:574] : INFO : Epoch 1995 | loss: 0.0309305 | val_loss: 0.0312802 | Time: 1856.81 ms [2021-07-12 08:12:47 main:574] : INFO : Epoch 1996 | loss: 0.0309296 | val_loss: 0.031289 | Time: 1871.32 ms [2021-07-12 08:12:49 main:574] : INFO : Epoch 1997 | loss: 0.0309318 | val_loss: 0.0313156 | Time: 1840.88 ms [2021-07-12 08:12:50 main:574] : INFO : Epoch 1998 | loss: 0.0309391 | val_loss: 0.0313181 | Time: 1837.55 ms [2021-07-12 08:12:52 main:574] : INFO : Epoch 1999 | loss: 0.0309266 | val_loss: 0.0313166 | Time: 1844.2 ms [2021-07-12 08:12:54 main:574] : INFO : Epoch 2000 | loss: 0.0309256 | val_loss: 0.0313093 | Time: 1867.96 ms [2021-07-12 08:12:56 main:574] : INFO : Epoch 2001 | loss: 0.0309278 | val_loss: 0.0312621 | Time: 1827.64 ms [2021-07-12 08:12:58 main:574] : INFO : Epoch 2002 | loss: 0.0309507 | val_loss: 0.0312594 | Time: 1803.83 ms [2021-07-12 08:13:00 main:574] : INFO : Epoch 2003 | loss: 0.0309462 | val_loss: 0.031326 | Time: 1864.59 ms [2021-07-12 08:13:02 main:574] : INFO : Epoch 2004 | loss: 0.0309228 | val_loss: 0.0313144 | Time: 1876.55 ms [2021-07-12 08:13:03 main:574] : INFO : Epoch 2005 | loss: 0.0309198 | val_loss: 0.0313024 | Time: 1829.35 ms [2021-07-12 08:13:05 main:574] : INFO : Epoch 2006 | loss: 0.0309129 | val_loss: 0.031324 | Time: 1892.56 ms [2021-07-12 08:13:07 main:574] : INFO : Epoch 2007 | loss: 0.0309239 | val_loss: 0.0312913 | Time: 1845.7 ms [2021-07-12 08:13:09 main:574] : INFO : Epoch 2008 | loss: 0.0309286 | val_loss: 0.0313061 | Time: 1882.82 ms [2021-07-12 08:13:11 main:574] : INFO : Epoch 2009 | loss: 0.0309334 | val_loss: 0.0313145 | Time: 1936.31 ms [2021-07-12 08:13:13 main:574] : INFO : Epoch 2010 | loss: 0.0309343 | val_loss: 0.0313216 | Time: 1886.34 ms [2021-07-12 08:13:15 main:574] : INFO : Epoch 2011 | loss: 0.0309213 | val_loss: 0.0313004 | Time: 1878.49 ms [2021-07-12 08:13:17 main:574] : INFO : Epoch 2012 | loss: 0.0309266 | val_loss: 0.0312959 | Time: 1803.72 ms [2021-07-12 08:13:18 main:574] : INFO : Epoch 2013 | loss: 0.0309495 | val_loss: 0.0313119 | Time: 1812.05 ms [2021-07-12 08:13:20 main:574] : INFO : Epoch 2014 | loss: 0.0309365 | val_loss: 0.0313429 | Time: 1884.92 ms [2021-07-12 08:13:22 main:574] : INFO : Epoch 2015 | loss: 0.0309328 | val_loss: 0.0313165 | Time: 1855.59 ms [2021-07-12 08:13:24 main:574] : INFO : Epoch 2016 | loss: 0.030921 | val_loss: 0.0312773 | Time: 1832.16 ms [2021-07-12 08:13:26 main:574] : INFO : Epoch 2017 | loss: 0.0309206 | val_loss: 0.0313186 | Time: 1873.08 ms [2021-07-12 08:13:28 main:574] : INFO : Epoch 2018 | loss: 0.0309279 | val_loss: 0.0313539 | Time: 1881.53 ms [2021-07-12 08:13:30 main:574] : INFO : Epoch 2019 | loss: 0.0309228 | val_loss: 0.0313234 | Time: 1964.42 ms [2021-07-12 08:13:32 main:574] : INFO : Epoch 2020 | loss: 0.0309234 | val_loss: 0.0313074 | Time: 1951.68 ms [2021-07-12 08:13:34 main:574] : INFO : Epoch 2021 | loss: 0.0309397 | val_loss: 0.0313157 | Time: 1875.58 ms [2021-07-12 08:13:35 main:574] : INFO : Epoch 2022 | loss: 0.030936 | val_loss: 0.0312892 | Time: 1879.74 ms [2021-07-12 08:13:37 main:574] : INFO : Epoch 2023 | loss: 0.0309439 | val_loss: 0.0313228 | Time: 1832.2 ms [2021-07-12 08:13:39 main:574] : INFO : Epoch 2024 | loss: 0.0309263 | val_loss: 0.0313498 | Time: 1797.03 ms [2021-07-12 08:13:41 main:574] : INFO : Epoch 2025 | loss: 0.0309209 | val_loss: 0.0313175 | Time: 1833.45 ms [2021-07-12 08:13:43 main:574] : INFO : Epoch 2026 | loss: 0.0309108 | val_loss: 0.0313302 | Time: 1837.99 ms [2021-07-12 08:13:45 main:574] : INFO : Epoch 2027 | loss: 0.0309147 | val_loss: 0.0312944 | Time: 1808.87 ms [2021-07-12 08:13:46 main:574] : INFO : Epoch 2028 | loss: 0.0309352 | val_loss: 0.0312986 | Time: 1839.23 ms [2021-07-12 08:13:48 main:574] : INFO : Epoch 2029 | loss: 0.0309323 | val_loss: 0.0312855 | Time: 1854.22 ms [2021-07-12 08:13:50 main:574] : INFO : Epoch 2030 | loss: 0.0309501 | val_loss: 0.0312916 | Time: 2051.94 ms [2021-07-12 08:13:52 main:574] : INFO : Epoch 2031 | loss: 0.0309603 | val_loss: 0.0312903 | Time: 2094.96 ms [2021-07-12 08:13:54 main:574] : INFO : Epoch 2032 | loss: 0.0309357 | val_loss: 0.03131 | Time: 2018.2 ms [2021-07-12 08:13:56 main:574] : INFO : Epoch 2033 | loss: 0.0309421 | val_loss: 0.0312969 | Time: 1881.94 ms [2021-07-12 08:13:58 main:574] : INFO : Epoch 2034 | loss: 0.030942 | val_loss: 0.0312968 | Time: 1822.32 ms [2021-07-12 08:14:00 main:574] : INFO : Epoch 2035 | loss: 0.0309342 | val_loss: 0.0313157 | Time: 1824.07 ms [2021-07-12 08:14:02 main:574] : INFO : Epoch 2036 | loss: 0.0309289 | val_loss: 0.031321 | Time: 1834.08 ms [2021-07-12 08:14:04 main:574] : INFO : Epoch 2037 | loss: 0.0309277 | val_loss: 0.03132 | Time: 1864.51 ms [2021-07-12 08:14:06 main:574] : INFO : Epoch 2038 | loss: 0.0309217 | val_loss: 0.0313234 | Time: 1885.58 ms [2021-07-12 08:14:07 main:574] : INFO : Epoch 2039 | loss: 0.0309202 | val_loss: 0.0312694 | Time: 1796.6 ms [2021-07-12 08:14:09 main:574] : INFO : Epoch 2040 | loss: 0.0309262 | val_loss: 0.0313047 | Time: 1824.1 ms [2021-07-12 08:14:11 main:574] : INFO : Epoch 2041 | loss: 0.0309185 | val_loss: 0.0312777 | Time: 1906.14 ms [2021-07-12 08:14:13 main:574] : INFO : Epoch 2042 | loss: 0.0309327 | val_loss: 0.0312919 | Time: 1945.18 ms [2021-07-12 08:14:15 main:574] : INFO : Epoch 2043 | loss: 0.0309367 | val_loss: 0.0313164 | Time: 1949.9 ms [2021-07-12 08:14:17 main:574] : INFO : Epoch 2044 | loss: 0.0309237 | val_loss: 0.031325 | Time: 1891.58 ms [2021-07-12 08:14:19 main:574] : INFO : Epoch 2045 | loss: 0.0309191 | val_loss: 0.0313072 | Time: 1817.53 ms [2021-07-12 08:14:21 main:574] : INFO : Epoch 2046 | loss: 0.0309229 | val_loss: 0.0313039 | Time: 1816.18 ms [2021-07-12 08:14:22 main:574] : INFO : Epoch 2047 | loss: 0.0309252 | val_loss: 0.031292 | Time: 1812.65 ms [2021-07-12 08:14:24 main:574] : INFO : Epoch 2048 | loss: 0.0309296 | val_loss: 0.031309 | Time: 1826.28 ms [2021-07-12 08:14:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031309 [2021-07-12 08:14:24 main:603] : INFO : Saving end state to config to file [2021-07-12 08:14:24 main:608] : INFO : Success, exiting.. 08:14:24 (2788): 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)