Task 5376015
| Name | ParityMachine-1622596373-18291-1_1 |
| Workunit | 3240652 |
| Created | 19 Jun 2021, 9:06:15 UTC |
| Sent | 19 Jun 2021, 9:09:47 UTC |
| Report deadline | 26 Jun 2021, 9:09:47 UTC |
| Received | 20 Jun 2021, 1:01:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 1 hours 3 min 18 sec |
| CPU time | 1 hours 3 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.96 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 9:44:47 main:581] : INFO : Epoch 1538 | loss: 0.0310196 | val_loss: 0.0312756 | Time: 1847.29 ms [2021-06-19 19:44:49 main:581] : INFO : Epoch 1539 | loss: 0.0310138 | val_loss: 0.0312626 | Time: 1842.54 ms [2021-06-19 19:44:50 main:581] : INFO : Epoch 1540 | loss: 0.0310068 | val_loss: 0.0312495 | Time: 1837.86 ms [2021-06-19 19:44:52 main:581] : INFO : Epoch 1541 | loss: 0.0310119 | val_loss: 0.0312463 | Time: 1855.37 ms [2021-06-19 19:44:54 main:581] : INFO : Epoch 1542 | loss: 0.0310087 | val_loss: 0.0312802 | Time: 1853.9 ms [2021-06-19 19:44:56 main:581] : INFO : Epoch 1543 | loss: 0.0310094 | val_loss: 0.0312724 | Time: 1838.19 ms [2021-06-19 19:44:58 main:581] : INFO : Epoch 1544 | loss: 0.0310207 | val_loss: 0.0312446 | Time: 1852.68 ms [2021-06-19 19:45:00 main:581] : INFO : Epoch 1545 | loss: 0.0310257 | val_loss: 0.0312765 | Time: 1841.06 ms [2021-06-19 19:45:02 main:581] : INFO : Epoch 1546 | loss: 0.0310111 | val_loss: 0.0312497 | Time: 1848.19 ms [2021-06-19 19:45:03 main:581] : INFO : Epoch 1547 | loss: 0.0310354 | val_loss: 0.031239 | Time: 1851.85 ms [2021-06-19 19:45:05 main:581] : INFO : Epoch 1548 | loss: 0.0310403 | val_loss: 0.031243 | Time: 1881.42 ms [2021-06-19 19:45:07 main:581] : INFO : Epoch 1549 | loss: 0.0310222 | val_loss: 0.0312584 | Time: 1840.39 ms [2021-06-19 19:45:09 main:581] : INFO : Epoch 1550 | loss: 0.0310252 | val_loss: 0.0312359 | Time: 1847.18 ms [2021-06-19 19:45:11 main:581] : INFO : Epoch 1551 | loss: 0.0310324 | val_loss: 0.0312469 | Time: 1852.74 ms [2021-06-19 19:45:13 main:581] : INFO : Epoch 1552 | loss: 0.0310215 | val_loss: 0.0312477 | Time: 1891.43 ms [2021-06-19 19:45:15 main:581] : INFO : Epoch 1553 | loss: 0.0310484 | val_loss: 0.0312346 | Time: 1810.78 ms [2021-06-19 19:45:16 main:581] : INFO : Epoch 1554 | loss: 0.0310473 | val_loss: 0.0312475 | Time: 1853.65 ms [2021-06-19 19:45:18 main:581] : INFO : Epoch 1555 | loss: 0.0310343 | val_loss: 0.0312791 | Time: 1875.31 ms [2021-06-19 19:45:20 main:581] : INFO : Epoch 1556 | loss: 0.0310234 | val_loss: 0.0312601 | Time: 1853.54 ms [2021-06-19 19:45:22 main:581] : INFO : Epoch 1557 | loss: 0.031014 | val_loss: 0.0312763 | Time: 1835.4 ms [2021-06-19 19:45:24 main:581] : INFO : Epoch 1558 | loss: 0.0310135 | val_loss: 0.0312698 | Time: 1848.39 ms [2021-06-19 19:45:26 main:581] : INFO : Epoch 1559 | loss: 0.0310134 | val_loss: 0.0312936 | Time: 1872.49 ms [2021-06-19 19:45:28 main:581] : INFO : Epoch 1560 | loss: 0.0310189 | val_loss: 0.031272 | Time: 1855.85 ms [2021-06-19 19:45:29 main:581] : INFO : Epoch 1561 | loss: 0.0310147 | val_loss: 0.0312523 | Time: 1840.99 ms [2021-06-19 19:45:31 main:581] : INFO : Epoch 1562 | loss: 0.0310129 | val_loss: 0.0312658 | Time: 1819.36 ms [2021-06-19 19:45:33 main:581] : INFO : Epoch 1563 | loss: 0.0310089 | val_loss: 0.0312646 | Time: 1851.23 ms [2021-06-19 19:45:35 main:581] : INFO : Epoch 1564 | loss: 0.0310116 | val_loss: 0.0312834 | Time: 1856.06 ms [2021-06-19 19:45:37 main:581] : INFO : Epoch 1565 | loss: 0.0310169 | val_loss: 0.0312643 | Time: 1855.91 ms [2021-06-19 19:45:39 main:581] : INFO : Epoch 1566 | loss: 0.0310167 | val_loss: 0.0312616 | Time: 1882.04 ms [2021-06-19 19:45:41 main:581] : INFO : Epoch 1567 | loss: 0.0310207 | val_loss: 0.0312576 | Time: 1884.69 ms [2021-06-19 19:45:42 main:581] : INFO : Epoch 1568 | loss: 0.0310194 | val_loss: 0.0312622 | Time: 1855.15 ms [2021-06-19 19:45:44 main:581] : INFO : Epoch 1569 | loss: 0.0310214 | val_loss: 0.0312592 | Time: 1839.24 ms [2021-06-19 19:45:46 main:581] : INFO : Epoch 1570 | loss: 0.0310274 | val_loss: 0.0312668 | Time: 1828.46 ms [2021-06-19 19:45:48 main:581] : INFO : Epoch 1571 | loss: 0.0310158 | val_loss: 0.0312588 | Time: 1846.76 ms [2021-06-19 19:45:50 main:581] : INFO : Epoch 1572 | loss: 0.0310061 | val_loss: 0.0312602 | Time: 1841 ms [2021-06-19 19:45:52 main:581] : INFO : Epoch 1573 | loss: 0.0309993 | val_loss: 0.031271 | Time: 1837.87 ms [2021-06-19 19:45:53 main:581] : INFO : Epoch 1574 | loss: 0.0310066 | val_loss: 0.0312626 | Time: 1844.88 ms [2021-06-19 19:45:55 main:581] : INFO : Epoch 1575 | loss: 0.0310087 | val_loss: 0.0312443 | Time: 1877.44 ms [2021-06-19 19:45:57 main:581] : INFO : Epoch 1576 | loss: 0.0310154 | val_loss: 0.0312627 | Time: 1846.68 ms [2021-06-19 19:45:59 main:581] : INFO : Epoch 1577 | loss: 0.0310046 | val_loss: 0.0312443 | Time: 1852.66 ms [2021-06-19 19:46:01 main:581] : INFO : Epoch 1578 | loss: 0.0310158 | val_loss: 0.0312712 | Time: 1868.91 ms [2021-06-19 19:46:03 main:581] : INFO : Epoch 1579 | loss: 0.0310283 | val_loss: 0.0312745 | Time: 1862.85 ms [2021-06-19 19:46:05 main:581] : INFO : Epoch 1580 | loss: 0.0310328 | val_loss: 0.0312425 | Time: 1852.17 ms [2021-06-19 19:46:06 main:581] : INFO : Epoch 1581 | loss: 0.0310145 | val_loss: 0.0312551 | Time: 1851.07 ms [2021-06-19 19:46:08 main:581] : INFO : Epoch 1582 | loss: 0.0310102 | val_loss: 0.0312519 | Time: 1855.21 ms [2021-06-19 19:46:10 main:581] : INFO : Epoch 1583 | loss: 0.0310043 | val_loss: 0.0312554 | Time: 1843.52 ms [2021-06-19 19:46:12 main:581] : INFO : Epoch 1584 | loss: 0.0310051 | val_loss: 0.0312681 | Time: 1848.88 ms [2021-06-19 19:46:14 main:581] : INFO : Epoch 1585 | loss: 0.031 | val_loss: 0.0312609 | Time: 1846.26 ms [2021-06-19 19:46:16 main:581] : INFO : Epoch 1586 | loss: 0.0310165 | val_loss: 0.0312911 | Time: 1847.96 ms [2021-06-19 19:46:18 main:581] : INFO : Epoch 1587 | loss: 0.0310236 | val_loss: 0.0312597 | Time: 1855.56 ms [2021-06-19 19:46:19 main:581] : INFO : Epoch 1588 | loss: 0.0310226 | val_loss: 0.0312468 | Time: 1852.28 ms [2021-06-19 19:46:21 main:581] : INFO : Epoch 1589 | loss: 0.0310172 | val_loss: 0.0312627 | Time: 1845.23 ms [2021-06-19 19:46:23 main:581] : INFO : Epoch 1590 | loss: 0.0310072 | val_loss: 0.0312593 | Time: 1844.13 ms [2021-06-19 19:46:25 main:581] : INFO : Epoch 1591 | loss: 0.031005 | val_loss: 0.031265 | Time: 1853.62 ms [2021-06-19 19:46:27 main:581] : INFO : Epoch 1592 | loss: 0.0310067 | val_loss: 0.0312596 | Time: 1846.93 ms [2021-06-19 19:46:29 main:581] : INFO : Epoch 1593 | loss: 0.0310047 | val_loss: 0.0312835 | Time: 1850.62 ms [2021-06-19 19:46:30 main:581] : INFO : Epoch 1594 | loss: 0.0310048 | val_loss: 0.0312451 | Time: 1834.46 ms [2021-06-19 19:46:32 main:581] : INFO : Epoch 1595 | loss: 0.031004 | val_loss: 0.0312713 | Time: 1844.75 ms [2021-06-19 19:46:34 main:581] : INFO : Epoch 1596 | loss: 0.0310027 | val_loss: 0.0312666 | Time: 1845.64 ms [2021-06-19 19:46:36 main:581] : INFO : Epoch 1597 | loss: 0.0310068 | val_loss: 0.0312547 | Time: 1841.54 ms [2021-06-19 19:46:38 main:581] : INFO : Epoch 1598 | loss: 0.0310051 | val_loss: 0.0312627 | Time: 1837.15 ms [2021-06-19 19:46:40 main:581] : INFO : Epoch 1599 | loss: 0.0310069 | val_loss: 0.0312965 | Time: 1860.52 ms [2021-06-19 19:46:42 main:581] : INFO : Epoch 1600 | loss: 0.0310005 | val_loss: 0.0312826 | Time: 1845.1 ms [2021-06-19 19:46:43 main:581] : INFO : Epoch 1601 | loss: 0.0310065 | val_loss: 0.0312829 | Time: 1850.41 ms [2021-06-19 19:46:45 main:581] : INFO : Epoch 1602 | loss: 0.0310065 | val_loss: 0.0312666 | Time: 1838.58 ms [2021-06-19 19:46:47 main:581] : INFO : Epoch 1603 | loss: 0.0310258 | val_loss: 0.0312806 | Time: 1844.98 ms [2021-06-19 19:46:49 main:581] : INFO : Epoch 1604 | loss: 0.0310109 | val_loss: 0.0312726 | Time: 1842.55 ms [2021-06-19 19:46:51 main:581] : INFO : Epoch 1605 | loss: 0.0310208 | val_loss: 0.0312516 | Time: 1844.65 ms [2021-06-19 19:46:53 main:581] : INFO : Epoch 1606 | loss: 0.031021 | val_loss: 0.0312694 | Time: 1818.79 ms [2021-06-19 19:46:54 main:581] : INFO : Epoch 1607 | loss: 0.0310139 | val_loss: 0.0312303 | Time: 1893.5 ms [2021-06-19 19:46:56 main:581] : INFO : Epoch 1608 | loss: 0.0310153 | val_loss: 0.031256 | Time: 1902.08 ms [2021-06-19 19:46:58 main:581] : INFO : Epoch 1609 | loss: 0.0310122 | val_loss: 0.0312734 | Time: 1845.23 ms [2021-06-19 19:47:00 main:581] : INFO : Epoch 1610 | loss: 0.0310129 | val_loss: 0.0312669 | Time: 1833.17 ms [2021-06-19 19:47:02 main:581] : INFO : Epoch 1611 | loss: 0.031001 | val_loss: 0.0312661 | Time: 1834.93 ms [2021-06-19 19:47:04 main:581] : INFO : Epoch 1612 | loss: 0.0310034 | val_loss: 0.0312605 | Time: 1834.48 ms [2021-06-19 19:47:06 main:581] : INFO : Epoch 1613 | loss: 0.0310064 | val_loss: 0.031278 | Time: 1834.68 ms [2021-06-19 19:47:07 main:581] : INFO : Epoch 1614 | loss: 0.0310021 | val_loss: 0.0312792 | Time: 1840.92 ms [2021-06-19 19:47:09 main:581] : INFO : Epoch 1615 | loss: 0.0310189 | val_loss: 0.0312994 | Time: 1885.1 ms [2021-06-19 19:47:11 main:581] : INFO : Epoch 1616 | loss: 0.0310261 | val_loss: 0.0312594 | Time: 1881.03 ms [2021-06-19 19:47:13 main:581] : INFO : Epoch 1617 | loss: 0.0310238 | val_loss: 0.0312388 | Time: 1875.67 ms [2021-06-19 19:47:15 main:581] : INFO : Epoch 1618 | loss: 0.0310192 | val_loss: 0.031264 | Time: 1863.68 ms [2021-06-19 19:47:17 main:581] : INFO : Epoch 1619 | loss: 0.0310156 | val_loss: 0.0312708 | Time: 1851.36 ms [2021-06-19 19:47:19 main:581] : INFO : Epoch 1620 | loss: 0.031012 | val_loss: 0.0312545 | Time: 1859.52 ms [2021-06-19 19:47:20 main:581] : INFO : Epoch 1621 | loss: 0.0310098 | val_loss: 0.0312656 | Time: 1836.67 ms [2021-06-19 19:47:22 main:581] : INFO : Epoch 1622 | loss: 0.0310149 | val_loss: 0.0312389 | Time: 1868.84 ms [2021-06-19 19:47:24 main:581] : INFO : Epoch 1623 | loss: 0.0310223 | val_loss: 0.0312621 | Time: 1855.07 ms [2021-06-19 19:47:26 main:581] : INFO : Epoch 1624 | loss: 0.0310068 | val_loss: 0.0312528 | Time: 1845.77 ms [2021-06-19 19:47:28 main:581] : INFO : Epoch 1625 | loss: 0.0310061 | val_loss: 0.0312761 | Time: 1852.53 ms [2021-06-19 19:47:30 main:581] : INFO : Epoch 1626 | loss: 0.0310003 | val_loss: 0.0312838 | Time: 1852.33 ms [2021-06-19 19:47:32 main:581] : INFO : Epoch 1627 | loss: 0.0310182 | val_loss: 0.0312444 | Time: 1840.95 ms [2021-06-19 19:47:33 main:581] : INFO : Epoch 1628 | loss: 0.0310313 | val_loss: 0.0312443 | Time: 1845.48 ms [2021-06-19 19:47:35 main:581] : INFO : Epoch 1629 | loss: 0.0310287 | val_loss: 0.0312907 | Time: 1851.88 ms [2021-06-19 19:47:37 main:581] : INFO : Epoch 1630 | loss: 0.0310117 | val_loss: 0.0312713 | Time: 1843.72 ms [2021-06-19 19:47:39 main:581] : INFO : Epoch 1631 | loss: 0.0310078 | val_loss: 0.0312983 | Time: 1862.6 ms [2021-06-19 19:47:41 main:581] : INFO : Epoch 1632 | loss: 0.0310085 | val_loss: 0.0312916 | Time: 1840.09 ms [2021-06-19 19:47:43 main:581] : INFO : Epoch 1633 | loss: 0.0310143 | val_loss: 0.0312609 | Time: 1903.44 ms [2021-06-19 19:47:45 main:581] : INFO : Epoch 1634 | loss: 0.0310179 | val_loss: 0.0312556 | Time: 1866.86 ms [2021-06-19 19:47:46 main:581] : INFO : Epoch 1635 | loss: 0.031006 | val_loss: 0.031278 | Time: 1841.97 ms [2021-06-19 19:47:48 main:581] : INFO : Epoch 1636 | loss: 0.0310081 | val_loss: 0.0312348 | Time: 1886.15 ms [2021-06-19 19:47:50 main:581] : INFO : Epoch 1637 | loss: 0.031013 | val_loss: 0.0312821 | Time: 1845.84 ms [2021-06-19 19:47:52 main:581] : INFO : Epoch 1638 | loss: 0.0310222 | val_loss: 0.0312657 | Time: 1845.29 ms [2021-06-19 19:47:54 main:581] : INFO : Epoch 1639 | loss: 0.031022 | val_loss: 0.0312592 | Time: 1834.47 ms [2021-06-19 19:47:56 main:581] : INFO : Epoch 1640 | loss: 0.0310156 | val_loss: 0.0312937 | Time: 1849.64 ms [2021-06-19 19:47:58 main:581] : INFO : Epoch 1641 | loss: 0.031016 | val_loss: 0.0312564 | Time: 1864.23 ms [2021-06-19 19:47:59 main:581] : INFO : Epoch 1642 | loss: 0.0310131 | val_loss: 0.0312499 | Time: 1913.38 ms [2021-06-19 19:48:01 main:581] : INFO : Epoch 1643 | loss: 0.0310056 | val_loss: 0.0312675 | Time: 1867.93 ms [2021-06-19 19:48:03 main:581] : INFO : Epoch 1644 | loss: 0.0310205 | val_loss: 0.0312591 | Time: 1858.05 ms [2021-06-19 19:48:05 main:581] : INFO : Epoch 1645 | loss: 0.0310244 | val_loss: 0.0312655 | Time: 1847.45 ms [2021-06-19 19:48:07 main:581] : INFO : Epoch 1646 | loss: 0.0310178 | val_loss: 0.0312505 | Time: 1825.52 ms [2021-06-19 19:48:09 main:581] : INFO : Epoch 1647 | loss: 0.0310072 | val_loss: 0.0312694 | Time: 1842.65 ms [2021-06-19 19:48:11 main:581] : INFO : Epoch 1648 | loss: 0.0310078 | val_loss: 0.0312557 | Time: 1849.4 ms [2021-06-19 19:48:12 main:581] : INFO : Epoch 1649 | loss: 0.031004 | val_loss: 0.031268 | Time: 1837.42 ms [2021-06-19 19:48:14 main:581] : INFO : Epoch 1650 | loss: 0.0310013 | val_loss: 0.0312851 | Time: 1830 ms [2021-06-19 19:48:16 main:581] : INFO : Epoch 1651 | loss: 0.0310071 | val_loss: 0.0312557 | Time: 1840.65 ms [2021-06-19 19:48:18 main:581] : INFO : Epoch 1652 | loss: 0.0310285 | val_loss: 0.0312797 | Time: 1882.42 ms [2021-06-19 19:48:20 main:581] : INFO : Epoch 1653 | loss: 0.0310192 | val_loss: 0.0312903 | Time: 1850.99 ms [2021-06-19 19:48:22 main:581] : INFO : Epoch 1654 | loss: 0.0310078 | val_loss: 0.0312508 | Time: 1860.01 ms [2021-06-19 19:48:24 main:581] : INFO : Epoch 1655 | loss: 0.0310171 | val_loss: 0.0312264 | Time: 1861.14 ms [2021-06-19 19:48:25 main:581] : INFO : Epoch 1656 | loss: 0.0310177 | val_loss: 0.0312652 | Time: 1867.54 ms [2021-06-19 19:48:27 main:581] : INFO : Epoch 1657 | loss: 0.031014 | val_loss: 0.0312988 | Time: 1896.3 ms [2021-06-19 19:48:29 main:581] : INFO : Epoch 1658 | loss: 0.03101 | val_loss: 0.0312589 | Time: 1857.91 ms [2021-06-19 19:48:31 main:581] : INFO : Epoch 1659 | loss: 0.031014 | val_loss: 0.0312338 | Time: 1844.32 ms [2021-06-19 19:48:33 main:581] : INFO : Epoch 1660 | loss: 0.0310181 | val_loss: 0.0312532 | Time: 1904.1 ms [2021-06-19 19:48:35 main:581] : INFO : Epoch 1661 | loss: 0.0310116 | val_loss: 0.0312613 | Time: 1853.38 ms [2021-06-19 19:48:37 main:581] : INFO : Epoch 1662 | loss: 0.0310033 | val_loss: 0.0312703 | Time: 1866.87 ms [2021-06-19 19:48:38 main:581] : INFO : Epoch 1663 | loss: 0.0310038 | val_loss: 0.0312883 | Time: 1836.96 ms [2021-06-19 19:48:40 main:581] : INFO : Epoch 1664 | loss: 0.0310113 | val_loss: 0.0312721 | Time: 1845.11 ms [2021-06-19 19:48:42 main:581] : INFO : Epoch 1665 | loss: 0.0310234 | val_loss: 0.0312798 | Time: 1843.68 ms [2021-06-19 19:48:44 main:581] : INFO : Epoch 1666 | loss: 0.0310066 | val_loss: 0.0312582 | Time: 1833.23 ms [2021-06-19 19:48:46 main:581] : INFO : Epoch 1667 | loss: 0.0310089 | val_loss: 0.0312634 | Time: 1847.64 ms [2021-06-19 19:48:48 main:581] : INFO : Epoch 1668 | loss: 0.0310122 | val_loss: 0.0312637 | Time: 1853.79 ms [2021-06-19 19:48:50 main:581] : INFO : Epoch 1669 | loss: 0.0310115 | val_loss: 0.0312765 | Time: 1871.73 ms [2021-06-19 19:48:51 main:581] : INFO : Epoch 1670 | loss: 0.0310094 | val_loss: 0.0312643 | Time: 1841.19 ms [2021-06-19 19:48:53 main:581] : INFO : Epoch 1671 | loss: 0.0310108 | val_loss: 0.0312729 | Time: 1830.38 ms [2021-06-19 19:48:55 main:581] : INFO : Epoch 1672 | loss: 0.031013 | val_loss: 0.0312856 | Time: 1857.13 ms [2021-06-19 19:48:57 main:581] : INFO : Epoch 1673 | loss: 0.0310057 | val_loss: 0.0312713 | Time: 1847.03 ms [2021-06-19 19:48:59 main:581] : INFO : Epoch 1674 | loss: 0.0310185 | val_loss: 0.0312371 | Time: 1842.17 ms [2021-06-19 19:49:01 main:581] : INFO : Epoch 1675 | loss: 0.0310197 | val_loss: 0.0312568 | Time: 1825.11 ms [2021-06-19 19:49:02 main:581] : INFO : Epoch 1676 | loss: 0.031017 | val_loss: 0.0312557 | Time: 1810.68 ms [2021-06-19 19:49:04 main:581] : INFO : Epoch 1677 | loss: 0.0310336 | val_loss: 0.0312517 | Time: 1863.89 ms [2021-06-19 19:49:06 main:581] : INFO : Epoch 1678 | loss: 0.0310267 | val_loss: 0.0312504 | Time: 1875.06 ms [2021-06-19 19:49:08 main:581] : INFO : Epoch 1679 | loss: 0.0310244 | val_loss: 0.0312947 | Time: 1839.86 ms [2021-06-19 19:49:10 main:581] : INFO : Epoch 1680 | loss: 0.0310182 | val_loss: 0.0312548 | Time: 1832.95 ms [2021-06-19 19:49:12 main:581] : INFO : Epoch 1681 | loss: 0.0310129 | val_loss: 0.0312477 | Time: 1840.91 ms [2021-06-19 19:49:14 main:581] : INFO : Epoch 1682 | loss: 0.0310142 | val_loss: 0.0312535 | Time: 1843.76 ms [2021-06-19 19:49:15 main:581] : INFO : Epoch 1683 | loss: 0.0310128 | val_loss: 0.0312444 | Time: 1848.37 ms [2021-06-19 19:49:17 main:581] : INFO : Epoch 1684 | loss: 0.0310191 | val_loss: 0.031243 | Time: 1872.47 ms [2021-06-19 19:49:19 main:581] : INFO : Epoch 1685 | loss: 0.0310192 | val_loss: 0.0312486 | Time: 1826.61 ms [2021-06-19 19:49:21 main:581] : INFO : Epoch 1686 | loss: 0.0310169 | val_loss: 0.0312619 | Time: 1846.5 ms [2021-06-19 19:49:23 main:581] : INFO : Epoch 1687 | loss: 0.0310131 | val_loss: 0.0312678 | Time: 1849.28 ms [2021-06-19 19:49:25 main:581] : INFO : Epoch 1688 | loss: 0.0310234 | val_loss: 0.0312852 | Time: 1845.3 ms [2021-06-19 19:49:26 main:581] : INFO : Epoch 1689 | loss: 0.0310106 | val_loss: 0.0312701 | Time: 1833.86 ms [2021-06-19 19:49:28 main:581] : INFO : Epoch 1690 | loss: 0.0310078 | val_loss: 0.0312616 | Time: 1827.68 ms [2021-06-19 19:49:30 main:581] : INFO : Epoch 1691 | loss: 0.0310133 | val_loss: 0.0312639 | Time: 1861.71 ms [2021-06-19 19:49:32 main:581] : INFO : Epoch 1692 | loss: 0.0310255 | val_loss: 0.0312558 | Time: 1864.85 ms [2021-06-19 19:49:34 main:581] : INFO : Epoch 1693 | loss: 0.0310167 | val_loss: 0.0312519 | Time: 1850.07 ms [2021-06-19 19:49:36 main:581] : INFO : Epoch 1694 | loss: 0.0310172 | val_loss: 0.0312414 | Time: 1840.53 ms [2021-06-19 19:49:38 main:581] : INFO : Epoch 1695 | loss: 0.0310163 | val_loss: 0.0312571 | Time: 1842.76 ms [2021-06-19 19:49:39 main:581] : INFO : Epoch 1696 | loss: 0.0310077 | val_loss: 0.0312638 | Time: 1866.78 ms [2021-06-19 19:49:41 main:581] : INFO : Epoch 1697 | loss: 0.0309996 | val_loss: 0.0312747 | Time: 1851.33 ms [2021-06-19 19:49:43 main:581] : INFO : Epoch 1698 | loss: 0.0310079 | val_loss: 0.0312761 | Time: 1848.5 ms [2021-06-19 19:49:45 main:581] : INFO : Epoch 1699 | loss: 0.031007 | val_loss: 0.0312589 | Time: 1853.12 ms [2021-06-19 19:49:47 main:581] : INFO : Epoch 1700 | loss: 0.0310081 | val_loss: 0.0312597 | Time: 1846 ms [2021-06-19 19:49:49 main:581] : INFO : Epoch 1701 | loss: 0.031009 | val_loss: 0.0312606 | Time: 1819.77 ms [2021-06-19 19:49:50 main:581] : INFO : Epoch 1702 | loss: 0.0310057 | val_loss: 0.0312792 | Time: 1833.66 ms [2021-06-19 19:49:52 main:581] : INFO : Epoch 1703 | loss: 0.0310069 | val_loss: 0.0312492 | Time: 1832.45 ms [2021-06-19 19:49:54 main:581] : INFO : Epoch 1704 | loss: 0.0310059 | val_loss: 0.0312725 | Time: 1853.79 ms [2021-06-19 19:49:56 main:581] : INFO : Epoch 1705 | loss: 0.0310022 | val_loss: 0.0312691 | Time: 1825.26 ms [2021-06-19 19:49:58 main:581] : INFO : Epoch 1706 | loss: 0.0310239 | val_loss: 0.0312598 | Time: 1874.2 ms [2021-06-19 19:50:00 main:581] : INFO : Epoch 1707 | loss: 0.0310164 | val_loss: 0.0312783 | Time: 1841.43 ms [2021-06-19 19:50:02 main:581] : INFO : Epoch 1708 | loss: 0.0310071 | val_loss: 0.0312483 | Time: 1826.86 ms [2021-06-19 19:50:03 main:581] : INFO : Epoch 1709 | loss: 0.0310098 | val_loss: 0.0313045 | Time: 1850.17 ms [2021-06-19 19:50:05 main:581] : INFO : Epoch 1710 | loss: 0.0310151 | val_loss: 0.0312867 | Time: 1844.58 ms [2021-06-19 19:50:07 main:581] : INFO : Epoch 1711 | loss: 0.0310062 | val_loss: 0.0312464 | Time: 1848.48 ms [2021-06-19 19:50:09 main:581] : INFO : Epoch 1712 | loss: 0.0309996 | val_loss: 0.0312726 | Time: 1849.73 ms [2021-06-19 19:50:11 main:581] : INFO : Epoch 1713 | loss: 0.03101 | val_loss: 0.031241 | Time: 1886.74 ms [2021-06-19 19:50:13 main:581] : INFO : Epoch 1714 | loss: 0.0310125 | val_loss: 0.0312502 | Time: 1830.65 ms [2021-06-19 19:50:14 main:581] : INFO : Epoch 1715 | loss: 0.0310234 | val_loss: 0.0312839 | Time: 1832.3 ms [2021-06-19 19:50:16 main:581] : INFO : Epoch 1716 | loss: 0.0310155 | val_loss: 0.0312499 | Time: 1840.42 ms [2021-06-19 19:50:18 main:581] : INFO : Epoch 1717 | loss: 0.0310241 | val_loss: 0.0312726 | Time: 1832.51 ms [2021-06-19 19:50:20 main:581] : INFO : Epoch 1718 | loss: 0.0310273 | val_loss: 0.0312499 | Time: 1874.97 ms [2021-06-19 19:50:22 main:581] : INFO : Epoch 1719 | loss: 0.0310123 | val_loss: 0.0312599 | Time: 1860.5 ms [2021-06-19 19:50:24 main:581] : INFO : Epoch 1720 | loss: 0.0310103 | val_loss: 0.0312634 | Time: 1842.45 ms [2021-06-19 19:50:26 main:581] : INFO : Epoch 1721 | loss: 0.0310132 | val_loss: 0.0312523 | Time: 1844.01 ms [2021-06-19 19:50:27 main:581] : INFO : Epoch 1722 | loss: 0.0310019 | val_loss: 0.0312712 | Time: 1826.13 ms [2021-06-19 19:50:29 main:581] : INFO : Epoch 1723 | loss: 0.0310136 | val_loss: 0.031255 | Time: 1844.74 ms [2021-06-19 19:50:31 main:581] : INFO : Epoch 1724 | loss: 0.0310168 | val_loss: 0.0312632 | Time: 1847.36 ms [2021-06-19 19:50:33 main:581] : INFO : Epoch 1725 | loss: 0.0310128 | val_loss: 0.0312539 | Time: 1841.17 ms [2021-06-19 19:50:35 main:581] : INFO : Epoch 1726 | loss: 0.0310118 | val_loss: 0.031258 | Time: 1857.08 ms [2021-06-19 19:50:37 main:581] : INFO : Epoch 1727 | loss: 0.0310134 | val_loss: 0.0312675 | Time: 1850.67 ms [2021-06-19 19:50:38 main:581] : INFO : Epoch 1728 | loss: 0.0310097 | val_loss: 0.0312614 | Time: 1839.91 ms [2021-06-19 19:50:40 main:581] : INFO : Epoch 1729 | loss: 0.0310067 | val_loss: 0.0312422 | Time: 1851.48 ms [2021-06-19 19:50:42 main:581] : INFO : Epoch 1730 | loss: 0.0310157 | val_loss: 0.0312737 | Time: 1819.91 ms [2021-06-19 19:50:44 main:581] : INFO : Epoch 1731 | loss: 0.0310089 | val_loss: 0.031231 | Time: 1840.99 ms [2021-06-19 19:50:46 main:581] : INFO : Epoch 1732 | loss: 0.0310167 | val_loss: 0.0312659 | Time: 1848.52 ms [2021-06-19 19:50:48 main:581] : INFO : Epoch 1733 | loss: 0.0310091 | val_loss: 0.0312692 | Time: 1842.35 ms [2021-06-19 19:50:50 main:581] : INFO : Epoch 1734 | loss: 0.0310115 | val_loss: 0.0312732 | Time: 1855.22 ms [2021-06-19 19:50:51 main:581] : INFO : Epoch 1735 | loss: 0.0310156 | val_loss: 0.0312749 | Time: 1844.03 ms [2021-06-19 19:50:53 main:581] : INFO : Epoch 1736 | loss: 0.0310132 | val_loss: 0.0312694 | Time: 1848.5 ms [2021-06-19 19:50:55 main:581] : INFO : Epoch 1737 | loss: 0.0310012 | val_loss: 0.0312993 | Time: 1829.85 ms [2021-06-19 19:50:57 main:581] : INFO : Epoch 1738 | loss: 0.0310047 | val_loss: 0.0312845 | Time: 1858.27 ms [2021-06-19 19:50:59 main:581] : INFO : Epoch 1739 | loss: 0.0309972 | val_loss: 0.0312648 | Time: 1837.59 ms [2021-06-19 19:51:01 main:581] : INFO : Epoch 1740 | loss: 0.031005 | val_loss: 0.0312879 | Time: 1838.97 ms [2021-06-19 19:51:02 main:581] : INFO : Epoch 1741 | loss: 0.0310083 | val_loss: 0.0312711 | Time: 1833.96 ms [2021-06-19 19:51:04 main:581] : INFO : Epoch 1742 | loss: 0.0309986 | val_loss: 0.0312868 | Time: 1839.7 ms [2021-06-19 19:51:06 main:581] : INFO : Epoch 1743 | loss: 0.0309994 | val_loss: 0.0312705 | Time: 1833.16 ms [2021-06-19 19:51:08 main:581] : INFO : Epoch 1744 | loss: 0.0310128 | val_loss: 0.0312722 | Time: 1846.09 ms [2021-06-19 19:51:10 main:581] : INFO : Epoch 1745 | loss: 0.0310147 | val_loss: 0.0312488 | Time: 1850.49 ms [2021-06-19 19:51:12 main:581] : INFO : Epoch 1746 | loss: 0.0310115 | val_loss: 0.0312756 | Time: 1829.48 ms [2021-06-19 19:51:13 main:581] : INFO : Epoch 1747 | loss: 0.0310027 | val_loss: 0.0312771 | Time: 1843.03 ms [2021-06-19 19:51:15 main:581] : INFO : Epoch 1748 | loss: 0.0310075 | val_loss: 0.0312891 | Time: 1849.5 ms [2021-06-19 19:51:17 main:581] : INFO : Epoch 1749 | loss: 0.0310046 | val_loss: 0.0312751 | Time: 1837.38 ms [2021-06-19 19:51:19 main:581] : INFO : Epoch 1750 | loss: 0.0309993 | val_loss: 0.0312524 | Time: 1837.14 ms [2021-06-19 19:51:21 main:581] : INFO : Epoch 1751 | loss: 0.0310018 | val_loss: 0.0313073 | Time: 1870.32 ms [2021-06-19 19:51:23 main:581] : INFO : Epoch 1752 | loss: 0.0310033 | val_loss: 0.0312809 | Time: 1824.22 ms [2021-06-19 19:51:25 main:581] : INFO : Epoch 1753 | loss: 0.031004 | val_loss: 0.0312425 | Time: 1852.28 ms [2021-06-19 19:51:26 main:581] : INFO : Epoch 1754 | loss: 0.0310413 | val_loss: 0.031261 | Time: 1833.03 ms [2021-06-19 19:51:28 main:581] : INFO : Epoch 1755 | loss: 0.0310232 | val_loss: 0.0312718 | Time: 1835 ms [2021-06-19 19:51:30 main:581] : INFO : Epoch 1756 | loss: 0.0310159 | val_loss: 0.0312887 | Time: 1827.64 ms [2021-06-19 19:51:32 main:581] : INFO : Epoch 1757 | loss: 0.031012 | val_loss: 0.0312938 | Time: 1843.47 ms [2021-06-19 19:51:34 main:581] : INFO : Epoch 1758 | loss: 0.0310093 | val_loss: 0.0312759 | Time: 1830.77 ms [2021-06-19 19:51:36 main:581] : INFO : Epoch 1759 | loss: 0.0310079 | val_loss: 0.0312698 | Time: 1868.62 ms [2021-06-19 19:51:37 main:581] : INFO : Epoch 1760 | loss: 0.0310158 | val_loss: 0.0312561 | Time: 1893.79 ms [2021-06-19 19:51:39 main:581] : INFO : Epoch 1761 | loss: 0.0310131 | val_loss: 0.03128 | Time: 1870.91 ms [2021-06-19 19:51:41 main:581] : INFO : Epoch 1762 | loss: 0.031039 | val_loss: 0.0312228 | Time: 1877.24 ms [2021-06-19 19:51:43 main:581] : INFO : Epoch 1763 | loss: 0.031032 | val_loss: 0.0312521 | Time: 1849.58 ms [2021-06-19 19:51:45 main:581] : INFO : Epoch 1764 | loss: 0.0310165 | val_loss: 0.0312656 | Time: 1850.26 ms [2021-06-19 19:51:47 main:581] : INFO : Epoch 1765 | loss: 0.0310087 | val_loss: 0.0312755 | Time: 1848.28 ms [2021-06-19 19:51:49 main:581] : INFO : Epoch 1766 | loss: 0.0310071 | val_loss: 0.0312666 | Time: 1853.47 ms [2021-06-19 19:51:50 main:581] : INFO : Epoch 1767 | loss: 0.0310244 | val_loss: 0.0312628 | Time: 1884.64 ms [2021-06-19 19:51:52 main:581] : INFO : Epoch 1768 | loss: 0.0310318 | val_loss: 0.03127 | Time: 1884.74 ms [2021-06-19 19:51:54 main:581] : INFO : Epoch 1769 | loss: 0.0310106 | val_loss: 0.0312694 | Time: 1855.18 ms [2021-06-19 19:51:56 main:581] : INFO : Epoch 1770 | loss: 0.0310092 | val_loss: 0.031254 | Time: 1828.74 ms [2021-06-19 19:51:58 main:581] : INFO : Epoch 1771 | loss: 0.0310159 | val_loss: 0.0312657 | Time: 1818.73 ms [2021-06-19 19:52:00 main:581] : INFO : Epoch 1772 | loss: 0.0310074 | val_loss: 0.0312606 | Time: 1861.42 ms [2021-06-19 19:52:02 main:581] : INFO : Epoch 1773 | loss: 0.0310158 | val_loss: 0.0312685 | Time: 1843.72 ms [2021-06-19 19:52:03 main:581] : INFO : Epoch 1774 | loss: 0.03103 | val_loss: 0.0312498 | Time: 1825.22 ms [2021-06-19 19:52:05 main:581] : INFO : Epoch 1775 | loss: 0.0310214 | val_loss: 0.0312818 | Time: 1836.07 ms [2021-06-19 19:52:07 main:581] : INFO : Epoch 1776 | loss: 0.0310146 | val_loss: 0.03126 | Time: 1835.17 ms [2021-06-19 19:52:09 main:581] : INFO : Epoch 1777 | loss: 0.0310132 | val_loss: 0.0312515 | Time: 1847.82 ms [2021-06-19 19:52:11 main:581] : INFO : Epoch 1778 | loss: 0.0310111 | val_loss: 0.0312511 | Time: 1856.51 ms [2021-06-19 19:52:13 main:581] : INFO : Epoch 1779 | loss: 0.0310109 | val_loss: 0.0312768 | Time: 1890.19 ms [2021-06-19 19:52:15 main:581] : INFO : Epoch 1780 | loss: 0.0310078 | val_loss: 0.0312692 | Time: 1838.17 ms [2021-06-19 19:52:16 main:581] : INFO : Epoch 1781 | loss: 0.031005 | val_loss: 0.031265 | Time: 1838.87 ms [2021-06-19 19:52:18 main:581] : INFO : Epoch 1782 | loss: 0.031003 | val_loss: 0.0312685 | Time: 1847.13 ms [2021-06-19 19:52:20 main:581] : INFO : Epoch 1783 | loss: 0.0310044 | val_loss: 0.0312526 | Time: 1849.39 ms [2021-06-19 19:52:22 main:581] : INFO : Epoch 1784 | loss: 0.0310069 | val_loss: 0.0312832 | Time: 1856.08 ms [2021-06-19 19:52:24 main:581] : INFO : Epoch 1785 | loss: 0.0310093 | val_loss: 0.0312521 | Time: 1869.59 ms [2021-06-19 19:52:26 main:581] : INFO : Epoch 1786 | loss: 0.0310068 | val_loss: 0.0313049 | Time: 1849.54 ms [2021-06-19 19:52:27 main:581] : INFO : Epoch 1787 | loss: 0.031001 | val_loss: 0.0312697 | Time: 1854.75 ms [2021-06-19 19:52:29 main:581] : INFO : Epoch 1788 | loss: 0.0310032 | val_loss: 0.0312591 | Time: 1846.26 ms [2021-06-19 19:52:31 main:581] : INFO : Epoch 1789 | loss: 0.0310236 | val_loss: 0.0312908 | Time: 1872.54 ms [2021-06-19 19:52:33 main:581] : INFO : Epoch 1790 | loss: 0.0310169 | val_loss: 0.0312664 | Time: 1881.07 ms [2021-06-19 19:52:35 main:581] : INFO : Epoch 1791 | loss: 0.0310244 | val_loss: 0.0312653 | Time: 1845.21 ms [2021-06-19 19:52:37 main:581] : INFO : Epoch 1792 | loss: 0.0310164 | val_loss: 0.0312587 | Time: 1859.87 ms [2021-06-19 19:52:39 main:581] : INFO : Epoch 1793 | loss: 0.0310131 | val_loss: 0.0312779 | Time: 1861.56 ms [2021-06-19 19:52:41 main:581] : INFO : Epoch 1794 | loss: 0.0310036 | val_loss: 0.0312902 | Time: 1859.6 ms [2021-06-19 19:52:42 main:581] : INFO : Epoch 1795 | loss: 0.0310104 | val_loss: 0.0312867 | Time: 1845.45 ms [2021-06-19 19:52:44 main:581] : INFO : Epoch 1796 | loss: 0.0310072 | val_loss: 0.0312911 | Time: 1841.87 ms [2021-06-19 19:52:46 main:581] : INFO : Epoch 1797 | loss: 0.0309979 | val_loss: 0.0312545 | Time: 1832.32 ms [2021-06-19 19:52:48 main:581] : INFO : Epoch 1798 | loss: 0.0310087 | val_loss: 0.0312821 | Time: 1855.87 ms [2021-06-19 19:52:50 main:581] : INFO : Epoch 1799 | loss: 0.0310167 | val_loss: 0.0312447 | Time: 1850.3 ms [2021-06-19 19:52:52 main:581] : INFO : Epoch 1800 | loss: 0.0310085 | val_loss: 0.0312678 | Time: 1837.81 ms [2021-06-19 19:52:53 main:581] : INFO : Epoch 1801 | loss: 0.0310077 | val_loss: 0.0312912 | Time: 1845.6 ms [2021-06-19 19:52:55 main:581] : INFO : Epoch 1802 | loss: 0.0310135 | val_loss: 0.0312683 | Time: 1809.3 ms [2021-06-19 19:52:57 main:581] : INFO : Epoch 1803 | loss: 0.0310109 | val_loss: 0.0312546 | Time: 1834.52 ms [2021-06-19 19:52:59 main:581] : INFO : Epoch 1804 | loss: 0.0310045 | val_loss: 0.0312924 | Time: 1848.67 ms [2021-06-19 19:53:01 main:581] : INFO : Epoch 1805 | loss: 0.0310112 | val_loss: 0.0312731 | Time: 1846.72 ms [2021-06-19 19:53:03 main:581] : INFO : Epoch 1806 | loss: 0.0310059 | val_loss: 0.0312743 | Time: 1853.63 ms [2021-06-19 19:53:04 main:581] : INFO : Epoch 1807 | loss: 0.0310012 | val_loss: 0.0312427 | Time: 1853.75 ms [2021-06-19 19:53:06 main:581] : INFO : Epoch 1808 | loss: 0.031049 | val_loss: 0.0312603 | Time: 1837.25 ms [2021-06-19 19:53:08 main:581] : INFO : Epoch 1809 | loss: 0.0310391 | val_loss: 0.0312538 | Time: 1848.41 ms [2021-06-19 19:53:10 main:581] : INFO : Epoch 1810 | loss: 0.0310318 | val_loss: 0.0312627 | Time: 1842.73 ms [2021-06-19 19:53:12 main:581] : INFO : Epoch 1811 | loss: 0.0310159 | val_loss: 0.0312871 | Time: 1837.14 ms [2021-06-19 19:53:14 main:581] : INFO : Epoch 1812 | loss: 0.0310114 | val_loss: 0.0312554 | Time: 1842.71 ms [2021-06-19 19:53:16 main:581] : INFO : Epoch 1813 | loss: 0.0310142 | val_loss: 0.0312695 | Time: 1839.36 ms [2021-06-19 19:53:17 main:581] : INFO : Epoch 1814 | loss: 0.031026 | val_loss: 0.0312632 | Time: 1839.04 ms [2021-06-19 19:53:19 main:581] : INFO : Epoch 1815 | loss: 0.0310185 | val_loss: 0.0312299 | Time: 1838.11 ms [2021-06-19 19:53:21 main:581] : INFO : Epoch 1816 | loss: 0.0310208 | val_loss: 0.0312506 | Time: 1842.17 ms [2021-06-19 19:53:23 main:581] : INFO : Epoch 1817 | loss: 0.0310149 | val_loss: 0.0312574 | Time: 1829.26 ms [2021-06-19 19:53:25 main:581] : INFO : Epoch 1818 | loss: 0.0310073 | val_loss: 0.031272 | Time: 1847.55 ms [2021-06-19 19:53:27 main:581] : INFO : Epoch 1819 | loss: 0.0310034 | val_loss: 0.0312771 | Time: 1854.39 ms [2021-06-19 19:53:28 main:581] : INFO : Epoch 1820 | loss: 0.0310035 | val_loss: 0.0312718 | Time: 1845.84 ms [2021-06-19 19:53:30 main:581] : INFO : Epoch 1821 | loss: 0.0309999 | val_loss: 0.03128 | Time: 1841.59 ms [2021-06-19 19:53:32 main:581] : INFO : Epoch 1822 | loss: 0.0309992 | val_loss: 0.0312665 | Time: 1841.17 ms [2021-06-19 19:53:34 main:581] : INFO : Epoch 1823 | loss: 0.0310059 | val_loss: 0.0312853 | Time: 1832.02 ms [2021-06-19 19:53:36 main:581] : INFO : Epoch 1824 | loss: 0.0310009 | val_loss: 0.0312568 | Time: 1841.04 ms [2021-06-19 19:53:38 main:581] : INFO : Epoch 1825 | loss: 0.0310093 | val_loss: 0.0312954 | Time: 1835.33 ms [2021-06-19 19:53:39 main:581] : INFO : Epoch 1826 | loss: 0.0310069 | val_loss: 0.0312664 | Time: 1835.19 ms [2021-06-19 19:53:41 main:581] : INFO : Epoch 1827 | loss: 0.0310019 | val_loss: 0.0312919 | Time: 1860.11 ms [2021-06-19 19:53:43 main:581] : INFO : Epoch 1828 | loss: 0.0310009 | val_loss: 0.031289 | Time: 1871.63 ms [2021-06-19 19:53:45 main:581] : INFO : Epoch 1829 | loss: 0.0310018 | val_loss: 0.0312392 | Time: 1878 ms [2021-06-19 19:53:47 main:581] : INFO : Epoch 1830 | loss: 0.0310054 | val_loss: 0.0312543 | Time: 1855.79 ms [2021-06-19 19:53:49 main:581] : INFO : Epoch 1831 | loss: 0.0310134 | val_loss: 0.0312625 | Time: 1836.2 ms [2021-06-19 19:53:51 main:581] : INFO : Epoch 1832 | loss: 0.0310138 | val_loss: 0.0312674 | Time: 1873.53 ms [2021-06-19 19:53:52 main:581] : INFO : Epoch 1833 | loss: 0.0310142 | val_loss: 0.0312656 | Time: 1842.97 ms [2021-06-19 19:53:54 main:581] : INFO : Epoch 1834 | loss: 0.0310145 | val_loss: 0.0312697 | Time: 1870.74 ms [2021-06-19 19:53:56 main:581] : INFO : Epoch 1835 | loss: 0.0310075 | val_loss: 0.0312654 | Time: 1868.13 ms [2021-06-19 19:53:58 main:581] : INFO : Epoch 1836 | loss: 0.0310098 | val_loss: 0.0312673 | Time: 1848.47 ms [2021-06-19 19:54:00 main:581] : INFO : Epoch 1837 | loss: 0.0310083 | val_loss: 0.0312617 | Time: 1844.55 ms [2021-06-19 19:54:02 main:581] : INFO : Epoch 1838 | loss: 0.031003 | val_loss: 0.0312961 | Time: 1819.4 ms [2021-06-19 19:54:04 main:581] : INFO : Epoch 1839 | loss: 0.0310172 | val_loss: 0.0312702 | Time: 1839.61 ms [2021-06-19 19:54:05 main:581] : INFO : Epoch 1840 | loss: 0.0310163 | val_loss: 0.0312669 | Time: 1851.45 ms [2021-06-19 19:54:07 main:581] : INFO : Epoch 1841 | loss: 0.0310288 | val_loss: 0.0312464 | Time: 1851.7 ms [2021-06-19 19:54:09 main:581] : INFO : Epoch 1842 | loss: 0.0310269 | val_loss: 0.0312471 | Time: 1832.35 ms [2021-06-19 19:54:11 main:581] : INFO : Epoch 1843 | loss: 0.0310174 | val_loss: 0.0312615 | Time: 1830.98 ms [2021-06-19 19:54:13 main:581] : INFO : Epoch 1844 | loss: 0.0310218 | val_loss: 0.0312747 | Time: 1829.76 ms [2021-06-19 19:54:15 main:581] : INFO : Epoch 1845 | loss: 0.0310187 | val_loss: 0.031281 | Time: 1842.93 ms [2021-06-19 19:54:16 main:581] : INFO : Epoch 1846 | loss: 0.0310241 | val_loss: 0.0312528 | Time: 1866.49 ms [2021-06-19 19:54:18 main:581] : INFO : Epoch 1847 | loss: 0.0310125 | val_loss: 0.0312711 | Time: 1829.71 ms [2021-06-19 19:54:20 main:581] : INFO : Epoch 1848 | loss: 0.0310062 | val_loss: 0.0312931 | Time: 1846.96 ms [2021-06-19 19:54:22 main:581] : INFO : Epoch 1849 | loss: 0.0310145 | val_loss: 0.0312296 | Time: 1849.95 ms [2021-06-19 19:54:24 main:581] : INFO : Epoch 1850 | loss: 0.0310238 | val_loss: 0.0312649 | Time: 1845.61 ms [2021-06-19 19:54:26 main:581] : INFO : Epoch 1851 | loss: 0.0310183 | val_loss: 0.0312605 | Time: 1837.51 ms [2021-06-19 19:54:27 main:581] : INFO : Epoch 1852 | loss: 0.0310087 | val_loss: 0.031275 | Time: 1827.19 ms [2021-06-19 19:54:29 main:581] : INFO : Epoch 1853 | loss: 0.0310093 | val_loss: 0.0312747 | Time: 1843.53 ms [2021-06-19 19:54:31 main:581] : INFO : Epoch 1854 | loss: 0.0309976 | val_loss: 0.0312655 | Time: 1878.08 ms [2021-06-19 19:54:33 main:581] : INFO : Epoch 1855 | loss: 0.0310086 | val_loss: 0.0312746 | Time: 1840.21 ms [2021-06-19 19:54:35 main:581] : INFO : Epoch 1856 | loss: 0.031014 | val_loss: 0.0312647 | Time: 1841.22 ms [2021-06-19 19:54:37 main:581] : INFO : Epoch 1857 | loss: 0.0310159 | val_loss: 0.0312604 | Time: 1832.15 ms [2021-06-19 19:54:39 main:581] : INFO : Epoch 1858 | loss: 0.0310119 | val_loss: 0.0312557 | Time: 1840.89 ms [2021-06-19 19:54:40 main:581] : INFO : Epoch 1859 | loss: 0.0310161 | val_loss: 0.0312372 | Time: 1849.93 ms [2021-06-19 19:54:42 main:581] : INFO : Epoch 1860 | loss: 0.0310174 | val_loss: 0.0312422 | Time: 1840.7 ms [2021-06-19 19:54:44 main:581] : INFO : Epoch 1861 | loss: 0.0310096 | val_loss: 0.0312745 | Time: 1848.49 ms [2021-06-19 19:54:46 main:581] : INFO : Epoch 1862 | loss: 0.0310032 | val_loss: 0.0312707 | Time: 1853.64 ms [2021-06-19 19:54:48 main:581] : INFO : Epoch 1863 | loss: 0.0310078 | val_loss: 0.0312699 | Time: 1853.16 ms [2021-06-19 19:54:50 main:581] : INFO : Epoch 1864 | loss: 0.031025 | val_loss: 0.0312751 | Time: 1832.83 ms [2021-06-19 19:54:51 main:581] : INFO : Epoch 1865 | loss: 0.0310168 | val_loss: 0.0312523 | Time: 1822.25 ms [2021-06-19 19:54:53 main:581] : INFO : Epoch 1866 | loss: 0.0310279 | val_loss: 0.0312424 | Time: 1881.31 ms [2021-06-19 19:54:55 main:581] : INFO : Epoch 1867 | loss: 0.0310572 | val_loss: 0.0311947 | Time: 1872.63 ms [2021-06-19 19:54:57 main:581] : INFO : Epoch 1868 | loss: 0.0311064 | val_loss: 0.0312147 | Time: 1885.41 ms [2021-06-19 19:54:59 main:581] : INFO : Epoch 1869 | loss: 0.0310785 | val_loss: 0.0312261 | Time: 1850.95 ms [2021-06-19 19:55:01 main:581] : INFO : Epoch 1870 | loss: 0.0310436 | val_loss: 0.0312443 | Time: 1828.38 ms [2021-06-19 19:55:03 main:581] : INFO : Epoch 1871 | loss: 0.0310235 | val_loss: 0.0312772 | Time: 1841.15 ms [2021-06-19 19:55:04 main:581] : INFO : Epoch 1872 | loss: 0.0310192 | val_loss: 0.031236 | Time: 1857.09 ms [2021-06-19 19:55:06 main:581] : INFO : Epoch 1873 | loss: 0.0310283 | val_loss: 0.0312514 | Time: 1889.91 ms [2021-06-19 19:55:08 main:581] : INFO : Epoch 1874 | loss: 0.0310135 | val_loss: 0.0312897 | Time: 1890.86 ms [2021-06-19 19:55:10 main:581] : INFO : Epoch 1875 | loss: 0.0310084 | val_loss: 0.0312517 | Time: 1813.14 ms [2021-06-19 19:55:12 main:581] : INFO : Epoch 1876 | loss: 0.0310126 | val_loss: 0.0312426 | Time: 1825.67 ms [2021-06-19 19:55:14 main:581] : INFO : Epoch 1877 | loss: 0.0310037 | val_loss: 0.0312744 | Time: 1826.83 ms [2021-06-19 19:55:16 main:581] : INFO : Epoch 1878 | loss: 0.0310009 | val_loss: 0.0312711 | Time: 1861.07 ms [2021-06-19 19:55:17 main:581] : INFO : Epoch 1879 | loss: 0.0310149 | val_loss: 0.0312932 | Time: 1845.22 ms [2021-06-19 19:55:19 main:581] : INFO : Epoch 1880 | loss: 0.0310032 | val_loss: 0.0312837 | Time: 1838.81 ms [2021-06-19 19:55:21 main:581] : INFO : Epoch 1881 | loss: 0.0310089 | val_loss: 0.0312675 | Time: 1845.82 ms [2021-06-19 19:55:23 main:581] : INFO : Epoch 1882 | loss: 0.031008 | val_loss: 0.0312835 | Time: 1819.04 ms [2021-06-19 19:55:25 main:581] : INFO : Epoch 1883 | loss: 0.031013 | val_loss: 0.0312743 | Time: 1849.78 ms [2021-06-19 19:55:27 main:581] : INFO : Epoch 1884 | loss: 0.0310316 | val_loss: 0.031213 | Time: 1842.76 ms [2021-06-19 19:55:28 main:581] : INFO : Epoch 1885 | loss: 0.0311045 | val_loss: 0.0312001 | Time: 1830.86 ms [2021-06-19 19:55:30 main:581] : INFO : Epoch 1886 | loss: 0.0310872 | val_loss: 0.031224 | Time: 1854.35 ms [2021-06-19 19:55:32 main:581] : INFO : Epoch 1887 | loss: 0.0310616 | val_loss: 0.031244 | Time: 1842.93 ms [2021-06-19 19:55:34 main:581] : INFO : Epoch 1888 | loss: 0.0310407 | val_loss: 0.0312406 | Time: 1860.67 ms [2021-06-19 19:55:36 main:581] : INFO : Epoch 1889 | loss: 0.0310302 | val_loss: 0.0312445 | Time: 1845.31 ms [2021-06-19 19:55:38 main:581] : INFO : Epoch 1890 | loss: 0.031014 | val_loss: 0.031274 | Time: 1841.4 ms [2021-06-19 19:55:40 main:581] : INFO : Epoch 1891 | loss: 0.0310055 | val_loss: 0.0312668 | Time: 1889.15 ms [2021-06-19 19:55:41 main:581] : INFO : Epoch 1892 | loss: 0.0310029 | val_loss: 0.0312436 | Time: 1830.3 ms [2021-06-19 19:55:43 main:581] : INFO : Epoch 1893 | loss: 0.0310056 | val_loss: 0.0312763 | Time: 1837.64 ms [2021-06-19 19:55:45 main:581] : INFO : Epoch 1894 | loss: 0.0310045 | val_loss: 0.0312642 | Time: 1846.66 ms [2021-06-19 19:55:47 main:581] : INFO : Epoch 1895 | loss: 0.0310384 | val_loss: 0.0312564 | Time: 1887.69 ms [2021-06-19 19:55:49 main:581] : INFO : Epoch 1896 | loss: 0.0310309 | val_loss: 0.031275 | Time: 1827.26 ms [2021-06-19 19:55:51 main:581] : INFO : Epoch 1897 | loss: 0.0310116 | val_loss: 0.0312789 | Time: 1823.46 ms [2021-06-19 19:55:52 main:581] : INFO : Epoch 1898 | loss: 0.0310058 | val_loss: 0.0312844 | Time: 1826.8 ms [2021-06-19 19:55:54 main:581] : INFO : Epoch 1899 | loss: 0.0310135 | val_loss: 0.0312469 | Time: 1840.7 ms [2021-06-19 19:55:56 main:581] : INFO : Epoch 1900 | loss: 0.0310158 | val_loss: 0.0312903 | Time: 1842.71 ms [2021-06-19 19:55:58 main:581] : INFO : Epoch 1901 | loss: 0.0310183 | val_loss: 0.0312536 | Time: 1836.38 ms [2021-06-19 19:56:00 main:581] : INFO : Epoch 1902 | loss: 0.0310221 | val_loss: 0.031272 | Time: 1854.42 ms [2021-06-19 19:56:02 main:581] : INFO : Epoch 1903 | loss: 0.0310179 | val_loss: 0.0312898 | Time: 1874.53 ms [2021-06-19 19:56:04 main:581] : INFO : Epoch 1904 | loss: 0.031008 | val_loss: 0.031275 | Time: 1871.12 ms [2021-06-19 19:56:05 main:581] : INFO : Epoch 1905 | loss: 0.0310024 | val_loss: 0.0312744 | Time: 1860.02 ms [2021-06-19 19:56:07 main:581] : INFO : Epoch 1906 | loss: 0.030997 | val_loss: 0.0313122 | Time: 1839.59 ms [2021-06-19 19:56:09 main:581] : INFO : Epoch 1907 | loss: 0.0310024 | val_loss: 0.0312775 | Time: 1860.82 ms [2021-06-19 19:56:11 main:581] : INFO : Epoch 1908 | loss: 0.0310142 | val_loss: 0.0312941 | Time: 1857.39 ms [2021-06-19 19:56:13 main:581] : INFO : Epoch 1909 | loss: 0.031009 | val_loss: 0.0312602 | Time: 1832.58 ms [2021-06-19 19:56:15 main:581] : INFO : Epoch 1910 | loss: 0.0310036 | val_loss: 0.0312688 | Time: 1890.24 ms [2021-06-19 19:56:17 main:581] : INFO : Epoch 1911 | loss: 0.0310018 | val_loss: 0.0312564 | Time: 1876.52 ms [2021-06-19 19:56:18 main:581] : INFO : Epoch 1912 | loss: 0.031005 | val_loss: 0.0312842 | Time: 1849.69 ms [2021-06-19 19:56:20 main:581] : INFO : Epoch 1913 | loss: 0.031004 | val_loss: 0.0312855 | Time: 1829.28 ms [2021-06-19 19:56:22 main:581] : INFO : Epoch 1914 | loss: 0.0310103 | val_loss: 0.0312709 | Time: 1844.02 ms [2021-06-19 19:56:24 main:581] : INFO : Epoch 1915 | loss: 0.0310354 | val_loss: 0.0311946 | Time: 1856.86 ms [2021-06-19 19:56:26 main:581] : INFO : Epoch 1916 | loss: 0.0311122 | val_loss: 0.03121 | Time: 1876.91 ms [2021-06-19 19:56:28 main:581] : INFO : Epoch 1917 | loss: 0.0310933 | val_loss: 0.0312193 | Time: 1836.67 ms [2021-06-19 19:56:30 main:581] : INFO : Epoch 1918 | loss: 0.0310703 | val_loss: 0.0312327 | Time: 1855.29 ms [2021-06-19 19:56:31 main:581] : INFO : Epoch 1919 | loss: 0.0310452 | val_loss: 0.0312359 | Time: 1851.73 ms [2021-06-19 19:56:33 main:581] : INFO : Epoch 1920 | loss: 0.0310373 | val_loss: 0.0312362 | Time: 1849.66 ms [2021-06-19 19:56:35 main:581] : INFO : Epoch 1921 | loss: 0.0310463 | val_loss: 0.0312595 | Time: 1845.63 ms [2021-06-19 19:56:37 main:581] : INFO : Epoch 1922 | loss: 0.0310491 | val_loss: 0.0312441 | Time: 1863.34 ms [2021-06-19 19:56:39 main:581] : INFO : Epoch 1923 | loss: 0.0310336 | val_loss: 0.0312247 | Time: 1871.43 ms [2021-06-19 19:56:41 main:581] : INFO : Epoch 1924 | loss: 0.0310221 | val_loss: 0.0312699 | Time: 1867.2 ms [2021-06-19 19:56:43 main:581] : INFO : Epoch 1925 | loss: 0.0310131 | val_loss: 0.0312573 | Time: 1846.37 ms [2021-06-19 19:56:44 main:581] : INFO : Epoch 1926 | loss: 0.0310114 | val_loss: 0.0312636 | Time: 1845.32 ms [2021-06-19 19:56:46 main:581] : INFO : Epoch 1927 | loss: 0.0310101 | val_loss: 0.0312933 | Time: 1875.76 ms [2021-06-19 19:56:48 main:581] : INFO : Epoch 1928 | loss: 0.0310099 | val_loss: 0.0312765 | Time: 1857.78 ms [2021-06-19 19:56:50 main:581] : INFO : Epoch 1929 | loss: 0.0310199 | val_loss: 0.0312612 | Time: 1846.33 ms [2021-06-19 19:56:52 main:581] : INFO : Epoch 1930 | loss: 0.0310254 | val_loss: 0.0312589 | Time: 1879 ms [2021-06-19 19:56:54 main:581] : INFO : Epoch 1931 | loss: 0.0310273 | val_loss: 0.0312667 | Time: 1877.67 ms [2021-06-19 19:56:56 main:581] : INFO : Epoch 1932 | loss: 0.0310204 | val_loss: 0.0312646 | Time: 1859.09 ms [2021-06-19 19:56:57 main:581] : INFO : Epoch 1933 | loss: 0.0310143 | val_loss: 0.0312555 | Time: 1838.16 ms [2021-06-19 19:56:59 main:581] : INFO : Epoch 1934 | loss: 0.031018 | val_loss: 0.0312327 | Time: 1847 ms [2021-06-19 19:57:01 main:581] : INFO : Epoch 1935 | loss: 0.0310054 | val_loss: 0.0312668 | Time: 1870.33 ms [2021-06-19 19:57:03 main:581] : INFO : Epoch 1936 | loss: 0.0310063 | val_loss: 0.0312614 | Time: 1840.17 ms [2021-06-19 19:57:05 main:581] : INFO : Epoch 1937 | loss: 0.0310061 | val_loss: 0.0312649 | Time: 1842.37 ms [2021-06-19 19:57:07 main:581] : INFO : Epoch 1938 | loss: 0.0310246 | val_loss: 0.031266 | Time: 1872.24 ms [2021-06-19 19:57:09 main:581] : INFO : Epoch 1939 | loss: 0.0310164 | val_loss: 0.0312535 | Time: 1845.73 ms [2021-06-19 19:57:10 main:581] : INFO : Epoch 1940 | loss: 0.0310387 | val_loss: 0.0312362 | Time: 1825.12 ms [2021-06-19 19:57:12 main:581] : INFO : Epoch 1941 | loss: 0.0310303 | val_loss: 0.0312861 | Time: 1837.9 ms [2021-06-19 19:57:14 main:581] : INFO : Epoch 1942 | loss: 0.0310172 | val_loss: 0.0312764 | Time: 1850.09 ms [2021-06-19 19:57:16 main:581] : INFO : Epoch 1943 | loss: 0.0310195 | val_loss: 0.0312573 | Time: 1841.37 ms [2021-06-19 19:57:18 main:581] : INFO : Epoch 1944 | loss: 0.0310036 | val_loss: 0.0312779 | Time: 1867.21 ms [2021-06-19 19:57:20 main:581] : INFO : Epoch 1945 | loss: 0.031011 | val_loss: 0.0312733 | Time: 1883.73 ms [2021-06-19 19:57:22 main:581] : INFO : Epoch 1946 | loss: 0.0310217 | val_loss: 0.0312707 | Time: 1862.65 ms [2021-06-19 19:57:23 main:581] : INFO : Epoch 1947 | loss: 0.0310165 | val_loss: 0.0312655 | Time: 1844.71 ms [2021-06-19 19:57:25 main:581] : INFO : Epoch 1948 | loss: 0.0310186 | val_loss: 0.0312415 | Time: 1860.23 ms [2021-06-19 19:57:27 main:581] : INFO : Epoch 1949 | loss: 0.0310127 | val_loss: 0.0312929 | Time: 1860.37 ms [2021-06-19 19:57:29 main:581] : INFO : Epoch 1950 | loss: 0.0310149 | val_loss: 0.0312654 | Time: 1848.25 ms [2021-06-19 19:57:31 main:581] : INFO : Epoch 1951 | loss: 0.0310147 | val_loss: 0.0312451 | Time: 1896.46 ms [2021-06-19 19:57:33 main:581] : INFO : Epoch 1952 | loss: 0.0310157 | val_loss: 0.0312624 | Time: 1865.77 ms [2021-06-19 19:57:35 main:581] : INFO : Epoch 1953 | loss: 0.0310122 | val_loss: 0.0312499 | Time: 1859.52 ms [2021-06-19 19:57:36 main:581] : INFO : Epoch 1954 | loss: 0.0310084 | val_loss: 0.0312761 | Time: 1857.16 ms [2021-06-19 19:57:38 main:581] : INFO : Epoch 1955 | loss: 0.0310001 | val_loss: 0.0312693 | Time: 1834.9 ms [2021-06-19 19:57:40 main:581] : INFO : Epoch 1956 | loss: 0.0310092 | val_loss: 0.0312424 | Time: 1857.53 ms [2021-06-19 19:57:42 main:581] : INFO : Epoch 1957 | loss: 0.0310107 | val_loss: 0.0312704 | Time: 1847.88 ms [2021-06-19 19:57:44 main:581] : INFO : Epoch 1958 | loss: 0.0310054 | val_loss: 0.0312797 | Time: 1851.72 ms [2021-06-19 19:57:46 main:581] : INFO : Epoch 1959 | loss: 0.0310133 | val_loss: 0.0312561 | Time: 1850.05 ms [2021-06-19 19:57:48 main:581] : INFO : Epoch 1960 | loss: 0.0310064 | val_loss: 0.0312497 | Time: 1860.21 ms [2021-06-19 19:57:49 main:581] : INFO : Epoch 1961 | loss: 0.0310728 | val_loss: 0.0312353 | Time: 1850.19 ms [2021-06-19 19:57:51 main:581] : INFO : Epoch 1962 | loss: 0.0310845 | val_loss: 0.031248 | Time: 1855.06 ms [2021-06-19 19:57:53 main:581] : INFO : Epoch 1963 | loss: 0.0310428 | val_loss: 0.0312712 | Time: 1833.82 ms [2021-06-19 19:57:55 main:581] : INFO : Epoch 1964 | loss: 0.03102 | val_loss: 0.0312559 | Time: 1856.22 ms [2021-06-19 19:57:57 main:581] : INFO : Epoch 1965 | loss: 0.0310193 | val_loss: 0.031289 | Time: 1847.3 ms [2021-06-19 19:57:59 main:581] : INFO : Epoch 1966 | loss: 0.0310108 | val_loss: 0.0312907 | Time: 1845.3 ms [2021-06-19 19:58:00 main:581] : INFO : Epoch 1967 | loss: 0.0310063 | val_loss: 0.0312785 | Time: 1830.45 ms [2021-06-19 19:58:02 main:581] : INFO : Epoch 1968 | loss: 0.0310083 | val_loss: 0.0312384 | Time: 1887.53 ms [2021-06-19 19:58:04 main:581] : INFO : Epoch 1969 | loss: 0.031006 | val_loss: 0.0312778 | Time: 1843.18 ms [2021-06-19 19:58:06 main:581] : INFO : Epoch 1970 | loss: 0.0310156 | val_loss: 0.0312605 | Time: 1850.33 ms [2021-06-19 19:58:08 main:581] : INFO : Epoch 1971 | loss: 0.0310163 | val_loss: 0.0312602 | Time: 1857.19 ms [2021-06-19 19:58:10 main:581] : INFO : Epoch 1972 | loss: 0.0310075 | val_loss: 0.0312555 | Time: 1840.28 ms [2021-06-19 19:58:12 main:581] : INFO : Epoch 1973 | loss: 0.0310057 | val_loss: 0.0312427 | Time: 1831.1 ms [2021-06-19 19:58:13 main:581] : INFO : Epoch 1974 | loss: 0.030999 | val_loss: 0.0312945 | Time: 1849.84 ms [2021-06-19 19:58:15 main:581] : INFO : Epoch 1975 | loss: 0.0309962 | val_loss: 0.0312894 | Time: 1845.86 ms [2021-06-19 19:58:17 main:581] : INFO : Epoch 1976 | loss: 0.0309995 | val_loss: 0.0312519 | Time: 1851.9 ms [2021-06-19 19:58:19 main:581] : INFO : Epoch 1977 | loss: 0.0310077 | val_loss: 0.031281 | Time: 1838.94 ms [2021-06-19 19:58:21 main:581] : INFO : Epoch 1978 | loss: 0.0310158 | val_loss: 0.0312557 | Time: 1842.58 ms [2021-06-19 19:58:23 main:581] : INFO : Epoch 1979 | loss: 0.0310222 | val_loss: 0.0312515 | Time: 1848.68 ms [2021-06-19 19:58:24 main:581] : INFO : Epoch 1980 | loss: 0.0310439 | val_loss: 0.031203 | Time: 1836.86 ms [2021-06-19 19:58:26 main:581] : INFO : Epoch 1981 | loss: 0.0311167 | val_loss: 0.0311877 | Time: 1865.14 ms [2021-06-19 19:58:28 main:581] : INFO : Epoch 1982 | loss: 0.0310994 | val_loss: 0.0312032 | Time: 1839.68 ms [2021-06-19 19:58:30 main:581] : INFO : Epoch 1983 | loss: 0.0310733 | val_loss: 0.0312299 | Time: 1847.36 ms [2021-06-19 19:58:32 main:581] : INFO : Epoch 1984 | loss: 0.0310511 | val_loss: 0.0312583 | Time: 1853.63 ms [2021-06-19 19:58:34 main:581] : INFO : Epoch 1985 | loss: 0.03103 | val_loss: 0.0312645 | Time: 1846.35 ms [2021-06-19 19:58:36 main:581] : INFO : Epoch 1986 | loss: 0.0310168 | val_loss: 0.0312523 | Time: 1831.31 ms [2021-06-19 19:58:37 main:581] : INFO : Epoch 1987 | loss: 0.0310142 | val_loss: 0.0312702 | Time: 1840.27 ms [2021-06-19 19:58:39 main:581] : INFO : Epoch 1988 | loss: 0.0310076 | val_loss: 0.0312953 | Time: 1838.4 ms [2021-06-19 19:58:41 main:581] : INFO : Epoch 1989 | loss: 0.0310107 | val_loss: 0.0312666 | Time: 1848.53 ms [2021-06-19 19:58:43 main:581] : INFO : Epoch 1990 | loss: 0.0310121 | val_loss: 0.0312449 | Time: 1844.58 ms [2021-06-19 19:58:45 main:581] : INFO : Epoch 1991 | loss: 0.0310206 | val_loss: 0.0312623 | Time: 1841.18 ms [2021-06-19 19:58:47 main:581] : INFO : Epoch 1992 | loss: 0.0310193 | val_loss: 0.0312659 | Time: 1822.78 ms [2021-06-19 19:58:48 main:581] : INFO : Epoch 1993 | loss: 0.031012 | val_loss: 0.0312529 | Time: 1871.42 ms [2021-06-19 19:58:50 main:581] : INFO : Epoch 1994 | loss: 0.0310074 | val_loss: 0.0312388 | Time: 1885.4 ms [2021-06-19 19:58:52 main:581] : INFO : Epoch 1995 | loss: 0.0310038 | val_loss: 0.0312611 | Time: 1875.56 ms [2021-06-19 19:58:54 main:581] : INFO : Epoch 1996 | loss: 0.031012 | val_loss: 0.0312636 | Time: 1874.42 ms [2021-06-19 19:58:56 main:581] : INFO : Epoch 1997 | loss: 0.0310239 | val_loss: 0.031283 | Time: 1833.27 ms [2021-06-19 19:58:58 main:581] : INFO : Epoch 1998 | loss: 0.031016 | val_loss: 0.0312951 | Time: 1843.14 ms [2021-06-19 19:59:00 main:581] : INFO : Epoch 1999 | loss: 0.0310201 | val_loss: 0.0312625 | Time: 1855.55 ms [2021-06-19 19:59:02 main:581] : INFO : Epoch 2000 | loss: 0.0310152 | val_loss: 0.0312722 | Time: 1857.46 ms [2021-06-19 19:59:03 main:581] : INFO : Epoch 2001 | loss: 0.0310137 | val_loss: 0.0312973 | Time: 1853.57 ms [2021-06-19 19:59:05 main:581] : INFO : Epoch 2002 | loss: 0.0310123 | val_loss: 0.0312467 | Time: 1836.33 ms [2021-06-19 19:59:07 main:581] : INFO : Epoch 2003 | loss: 0.0310191 | val_loss: 0.031226 | Time: 1845.2 ms [2021-06-19 19:59:09 main:581] : INFO : Epoch 2004 | loss: 0.0310244 | val_loss: 0.0312704 | Time: 1883.2 ms [2021-06-19 19:59:11 main:581] : INFO : Epoch 2005 | loss: 0.0310758 | val_loss: 0.0312233 | Time: 1881.88 ms [2021-06-19 19:59:13 main:581] : INFO : Epoch 2006 | loss: 0.0310564 | val_loss: 0.031245 | Time: 1876.32 ms [2021-06-19 19:59:15 main:581] : INFO : Epoch 2007 | loss: 0.0310391 | val_loss: 0.03125 | Time: 1872.2 ms [2021-06-19 19:59:16 main:581] : INFO : Epoch 2008 | loss: 0.0310237 | val_loss: 0.031249 | Time: 1837.41 ms [2021-06-19 19:59:18 main:581] : INFO : Epoch 2009 | loss: 0.0310405 | val_loss: 0.0312472 | Time: 1814.29 ms [2021-06-19 19:59:20 main:581] : INFO : Epoch 2010 | loss: 0.031036 | val_loss: 0.0312658 | Time: 1832.27 ms [2021-06-19 19:59:22 main:581] : INFO : Epoch 2011 | loss: 0.0310147 | val_loss: 0.0312759 | Time: 1838.55 ms [2021-06-19 19:59:24 main:581] : INFO : Epoch 2012 | loss: 0.0310039 | val_loss: 0.031268 | Time: 1831.27 ms [2021-06-19 19:59:26 main:581] : INFO : Epoch 2013 | loss: 0.0310116 | val_loss: 0.0312425 | Time: 1852.33 ms [2021-06-19 19:59:27 main:581] : INFO : Epoch 2014 | loss: 0.0310123 | val_loss: 0.0312351 | Time: 1868.76 ms [2021-06-19 19:59:29 main:581] : INFO : Epoch 2015 | loss: 0.0310085 | val_loss: 0.031255 | Time: 1846.07 ms [2021-06-19 19:59:31 main:581] : INFO : Epoch 2016 | loss: 0.0310043 | val_loss: 0.0312461 | Time: 1840.18 ms [2021-06-19 19:59:33 main:581] : INFO : Epoch 2017 | loss: 0.0309984 | val_loss: 0.0312661 | Time: 1857.73 ms [2021-06-19 19:59:35 main:581] : INFO : Epoch 2018 | loss: 0.0309997 | val_loss: 0.0312788 | Time: 1844.05 ms [2021-06-19 19:59:37 main:581] : INFO : Epoch 2019 | loss: 0.0310065 | val_loss: 0.031281 | Time: 1862.47 ms [2021-06-19 19:59:39 main:581] : INFO : Epoch 2020 | loss: 0.0310145 | val_loss: 0.0312702 | Time: 1871.47 ms [2021-06-19 19:59:40 main:581] : INFO : Epoch 2021 | loss: 0.0310116 | val_loss: 0.0312854 | Time: 1897.73 ms [2021-06-19 19:59:42 main:581] : INFO : Epoch 2022 | loss: 0.0310142 | val_loss: 0.0312412 | Time: 1884.81 ms [2021-06-19 19:59:44 main:581] : INFO : Epoch 2023 | loss: 0.0310161 | val_loss: 0.0312482 | Time: 1855.57 ms [2021-06-19 19:59:46 main:581] : INFO : Epoch 2024 | loss: 0.0310058 | val_loss: 0.0312702 | Time: 1855.27 ms [2021-06-19 19:59:48 main:581] : INFO : Epoch 2025 | loss: 0.0310036 | val_loss: 0.0312849 | Time: 1839.05 ms [2021-06-19 19:59:50 main:581] : INFO : Epoch 2026 | loss: 0.0310055 | val_loss: 0.0312905 | Time: 1843.18 ms [2021-06-19 19:59:52 main:581] : INFO : Epoch 2027 | loss: 0.0310108 | val_loss: 0.0312629 | Time: 1841.95 ms [2021-06-19 19:59:53 main:581] : INFO : Epoch 2028 | loss: 0.0310017 | val_loss: 0.0312736 | Time: 1828.31 ms [2021-06-19 19:59:55 main:581] : INFO : Epoch 2029 | loss: 0.031001 | val_loss: 0.0312731 | Time: 1841.98 ms [2021-06-19 19:59:57 main:581] : INFO : Epoch 2030 | loss: 0.0310067 | val_loss: 0.0312503 | Time: 1852.58 ms [2021-06-19 19:59:59 main:581] : INFO : Epoch 2031 | loss: 0.031002 | val_loss: 0.031276 | Time: 1825.53 ms [2021-06-19 20:00:01 main:581] : INFO : Epoch 2032 | loss: 0.0310009 | val_loss: 0.031275 | Time: 1850.3 ms [2021-06-19 20:00:03 main:581] : INFO : Epoch 2033 | loss: 0.0310031 | val_loss: 0.0312705 | Time: 1858.54 ms [2021-06-19 20:00:04 main:581] : INFO : Epoch 2034 | loss: 0.0310254 | val_loss: 0.0312664 | Time: 1854.17 ms [2021-06-19 20:00:06 main:581] : INFO : Epoch 2035 | loss: 0.0310172 | val_loss: 0.0312473 | Time: 1834.02 ms [2021-06-19 20:00:08 main:581] : INFO : Epoch 2036 | loss: 0.0310225 | val_loss: 0.031276 | Time: 1854.84 ms [2021-06-19 20:00:10 main:581] : INFO : Epoch 2037 | loss: 0.0310077 | val_loss: 0.0312818 | Time: 1843.33 ms [2021-06-19 20:00:12 main:581] : INFO : Epoch 2038 | loss: 0.0310022 | val_loss: 0.0312716 | Time: 1851.41 ms [2021-06-19 20:00:14 main:581] : INFO : Epoch 2039 | loss: 0.0310005 | val_loss: 0.0312853 | Time: 1864.58 ms [2021-06-19 20:00:16 main:581] : INFO : Epoch 2040 | loss: 0.0310023 | val_loss: 0.0312677 | Time: 1853.98 ms [2021-06-19 20:00:17 main:581] : INFO : Epoch 2041 | loss: 0.0310096 | val_loss: 0.0312562 | Time: 1857.19 ms [2021-06-19 20:00:19 main:581] : INFO : Epoch 2042 | loss: 0.0310045 | val_loss: 0.0312709 | Time: 1857.46 ms [2021-06-19 20:00:21 main:581] : INFO : Epoch 2043 | loss: 0.0310039 | val_loss: 0.0312447 | Time: 1812.94 ms [2021-06-19 20:00:23 main:581] : INFO : Epoch 2044 | loss: 0.0310063 | val_loss: 0.0312517 | Time: 1848.74 ms [2021-06-19 20:00:25 main:581] : INFO : Epoch 2045 | loss: 0.0310117 | val_loss: 0.0312646 | Time: 1851.94 ms [2021-06-19 20:00:27 main:581] : INFO : Epoch 2046 | loss: 0.0310311 | val_loss: 0.0312563 | Time: 1855.19 ms [2021-06-19 20:00:29 main:581] : INFO : Epoch 2047 | loss: 0.031011 | val_loss: 0.0312846 | Time: 1849.95 ms [2021-06-19 20:00:30 main:581] : INFO : Epoch 2048 | loss: 0.0310002 | val_loss: 0.0313014 | Time: 1853.86 ms [2021-06-19 20:00:30 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313014 [2021-06-19 20:00:30 main:610] : INFO : Saving end state to config to file [2021-06-19 20:00:30 main:615] : INFO : Success, exiting.. 20:00:30 (424795): 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)