Task 5368582
| Name | ParityMachine-1622597061-4612-2_0 |
| Workunit | 3239387 |
| Created | 17 Jun 2021, 19:19:30 UTC |
| Sent | 19 Jun 2021, 3:50:42 UTC |
| Report deadline | 26 Jun 2021, 3:50:42 UTC |
| Received | 19 Jun 2021, 13:23:55 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 | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0310622 | val_loss: 0.0311291 | Time: 1860.64 ms [2021-06-19 08:07:36 main:581] : INFO : Epoch 1539 | loss: 0.0310694 | val_loss: 0.0311275 | Time: 1834.55 ms [2021-06-19 08:07:38 main:581] : INFO : Epoch 1540 | loss: 0.0310752 | val_loss: 0.0311355 | Time: 1852.69 ms [2021-06-19 08:07:40 main:581] : INFO : Epoch 1541 | loss: 0.0310708 | val_loss: 0.0311268 | Time: 1863.51 ms [2021-06-19 08:07:42 main:581] : INFO : Epoch 1542 | loss: 0.0310646 | val_loss: 0.0311316 | Time: 1864.76 ms [2021-06-19 08:07:44 main:581] : INFO : Epoch 1543 | loss: 0.0310675 | val_loss: 0.0311248 | Time: 1864.63 ms [2021-06-19 08:07:46 main:581] : INFO : Epoch 1544 | loss: 0.0310636 | val_loss: 0.0311273 | Time: 1848.68 ms [2021-06-19 08:07:48 main:581] : INFO : Epoch 1545 | loss: 0.0310645 | val_loss: 0.0311371 | Time: 1847.12 ms [2021-06-19 08:07:49 main:581] : INFO : Epoch 1546 | loss: 0.0310624 | val_loss: 0.0311259 | Time: 1852.09 ms [2021-06-19 08:07:51 main:581] : INFO : Epoch 1547 | loss: 0.0310612 | val_loss: 0.0311376 | Time: 1828.22 ms [2021-06-19 08:07:53 main:581] : INFO : Epoch 1548 | loss: 0.0310578 | val_loss: 0.0311328 | Time: 1858.67 ms [2021-06-19 08:07:55 main:581] : INFO : Epoch 1549 | loss: 0.0310596 | val_loss: 0.0311354 | Time: 1847.65 ms [2021-06-19 08:07:57 main:581] : INFO : Epoch 1550 | loss: 0.0310625 | val_loss: 0.0311275 | Time: 1848.85 ms [2021-06-19 08:07:59 main:581] : INFO : Epoch 1551 | loss: 0.0310606 | val_loss: 0.0311352 | Time: 1846.7 ms [2021-06-19 08:08:01 main:581] : INFO : Epoch 1552 | loss: 0.0310587 | val_loss: 0.0311341 | Time: 1846.5 ms [2021-06-19 08:08:02 main:581] : INFO : Epoch 1553 | loss: 0.0310631 | val_loss: 0.0311344 | Time: 1858.73 ms [2021-06-19 08:08:04 main:581] : INFO : Epoch 1554 | loss: 0.0310592 | val_loss: 0.0311321 | Time: 1839.99 ms [2021-06-19 08:08:06 main:581] : INFO : Epoch 1555 | loss: 0.0310623 | val_loss: 0.0311282 | Time: 1847.83 ms [2021-06-19 08:08:08 main:581] : INFO : Epoch 1556 | loss: 0.031071 | val_loss: 0.0311214 | Time: 1848.77 ms [2021-06-19 08:08:10 main:581] : INFO : Epoch 1557 | loss: 0.0310737 | val_loss: 0.0311258 | Time: 1763.58 ms [2021-06-19 08:08:12 main:581] : INFO : Epoch 1558 | loss: 0.0310681 | val_loss: 0.0311245 | Time: 1839.75 ms [2021-06-19 08:08:13 main:581] : INFO : Epoch 1559 | loss: 0.0310647 | val_loss: 0.0311268 | Time: 1856.54 ms [2021-06-19 08:08:15 main:581] : INFO : Epoch 1560 | loss: 0.0310664 | val_loss: 0.031132 | Time: 1846.43 ms [2021-06-19 08:08:17 main:581] : INFO : Epoch 1561 | loss: 0.0310699 | val_loss: 0.0311341 | Time: 1838.15 ms [2021-06-19 08:08:19 main:581] : INFO : Epoch 1562 | loss: 0.0310691 | val_loss: 0.0311392 | Time: 1853.26 ms [2021-06-19 08:08:21 main:581] : INFO : Epoch 1563 | loss: 0.031062 | val_loss: 0.0311293 | Time: 1844.11 ms [2021-06-19 08:08:23 main:581] : INFO : Epoch 1564 | loss: 0.0310635 | val_loss: 0.031127 | Time: 1836.33 ms [2021-06-19 08:08:24 main:581] : INFO : Epoch 1565 | loss: 0.0310616 | val_loss: 0.0311318 | Time: 1821.07 ms [2021-06-19 08:08:26 main:581] : INFO : Epoch 1566 | loss: 0.0310578 | val_loss: 0.0311324 | Time: 1848.72 ms [2021-06-19 08:08:28 main:581] : INFO : Epoch 1567 | loss: 0.0310579 | val_loss: 0.0311323 | Time: 1856.8 ms [2021-06-19 08:08:30 main:581] : INFO : Epoch 1568 | loss: 0.0310553 | val_loss: 0.0311329 | Time: 1848.54 ms [2021-06-19 08:08:32 main:581] : INFO : Epoch 1569 | loss: 0.0310559 | val_loss: 0.0311322 | Time: 1849.4 ms [2021-06-19 08:08:34 main:581] : INFO : Epoch 1570 | loss: 0.0310561 | val_loss: 0.031127 | Time: 1865.4 ms [2021-06-19 08:08:36 main:581] : INFO : Epoch 1571 | loss: 0.0310572 | val_loss: 0.0311382 | Time: 1885.75 ms [2021-06-19 08:08:37 main:581] : INFO : Epoch 1572 | loss: 0.0310612 | val_loss: 0.0311299 | Time: 1869.99 ms [2021-06-19 08:08:39 main:581] : INFO : Epoch 1573 | loss: 0.031059 | val_loss: 0.0311341 | Time: 1868.25 ms [2021-06-19 08:08:41 main:581] : INFO : Epoch 1574 | loss: 0.0310559 | val_loss: 0.0311313 | Time: 1875.28 ms [2021-06-19 08:08:43 main:581] : INFO : Epoch 1575 | loss: 0.0310552 | val_loss: 0.0311363 | Time: 1852.86 ms [2021-06-19 08:08:45 main:581] : INFO : Epoch 1576 | loss: 0.03106 | val_loss: 0.0311286 | Time: 1832.94 ms [2021-06-19 08:08:47 main:581] : INFO : Epoch 1577 | loss: 0.0310611 | val_loss: 0.0311431 | Time: 1824.53 ms [2021-06-19 08:08:49 main:581] : INFO : Epoch 1578 | loss: 0.0310597 | val_loss: 0.0311442 | Time: 1851.41 ms [2021-06-19 08:08:50 main:581] : INFO : Epoch 1579 | loss: 0.0310714 | val_loss: 0.0311307 | Time: 1860.51 ms [2021-06-19 08:08:52 main:581] : INFO : Epoch 1580 | loss: 0.0310801 | val_loss: 0.0311346 | Time: 1873.15 ms [2021-06-19 08:08:54 main:581] : INFO : Epoch 1581 | loss: 0.0310645 | val_loss: 0.0311271 | Time: 1853.3 ms [2021-06-19 08:08:56 main:581] : INFO : Epoch 1582 | loss: 0.0310626 | val_loss: 0.0311294 | Time: 1836.78 ms [2021-06-19 08:08:58 main:581] : INFO : Epoch 1583 | loss: 0.0310614 | val_loss: 0.0311338 | Time: 1808.41 ms [2021-06-19 08:09:00 main:581] : INFO : Epoch 1584 | loss: 0.0310677 | val_loss: 0.0311419 | Time: 1857.97 ms [2021-06-19 08:09:02 main:581] : INFO : Epoch 1585 | loss: 0.0310655 | val_loss: 0.031132 | Time: 1858.09 ms [2021-06-19 08:09:03 main:581] : INFO : Epoch 1586 | loss: 0.0310637 | val_loss: 0.0311363 | Time: 1871.14 ms [2021-06-19 08:09:05 main:581] : INFO : Epoch 1587 | loss: 0.0310747 | val_loss: 0.0311375 | Time: 1856.04 ms [2021-06-19 08:09:07 main:581] : INFO : Epoch 1588 | loss: 0.0310795 | val_loss: 0.0311336 | Time: 1846.21 ms [2021-06-19 08:09:09 main:581] : INFO : Epoch 1589 | loss: 0.0310707 | val_loss: 0.031135 | Time: 1850.8 ms [2021-06-19 08:09:11 main:581] : INFO : Epoch 1590 | loss: 0.0310694 | val_loss: 0.0311338 | Time: 1792.87 ms [2021-06-19 08:09:13 main:581] : INFO : Epoch 1591 | loss: 0.0310676 | val_loss: 0.0311331 | Time: 1863.17 ms [2021-06-19 08:09:14 main:581] : INFO : Epoch 1592 | loss: 0.0310624 | val_loss: 0.0311355 | Time: 1884.18 ms [2021-06-19 08:09:16 main:581] : INFO : Epoch 1593 | loss: 0.031061 | val_loss: 0.0311392 | Time: 1849.49 ms [2021-06-19 08:09:18 main:581] : INFO : Epoch 1594 | loss: 0.0310598 | val_loss: 0.0311315 | Time: 1853.68 ms [2021-06-19 08:09:20 main:581] : INFO : Epoch 1595 | loss: 0.0310551 | val_loss: 0.031137 | Time: 1862.06 ms [2021-06-19 08:09:22 main:581] : INFO : Epoch 1596 | loss: 0.0310555 | val_loss: 0.031133 | Time: 1848.71 ms [2021-06-19 08:09:24 main:581] : INFO : Epoch 1597 | loss: 0.0310579 | val_loss: 0.0311413 | Time: 1844.55 ms [2021-06-19 08:09:26 main:581] : INFO : Epoch 1598 | loss: 0.0310577 | val_loss: 0.0311286 | Time: 1830.59 ms [2021-06-19 08:09:27 main:581] : INFO : Epoch 1599 | loss: 0.0310555 | val_loss: 0.0311358 | Time: 1821.47 ms [2021-06-19 08:09:29 main:581] : INFO : Epoch 1600 | loss: 0.0310542 | val_loss: 0.0311366 | Time: 1862.75 ms [2021-06-19 08:09:31 main:581] : INFO : Epoch 1601 | loss: 0.031057 | val_loss: 0.0311308 | Time: 1864.98 ms [2021-06-19 08:09:33 main:581] : INFO : Epoch 1602 | loss: 0.031063 | val_loss: 0.0311415 | Time: 1839.75 ms [2021-06-19 08:09:35 main:581] : INFO : Epoch 1603 | loss: 0.0310553 | val_loss: 0.0311341 | Time: 1854.44 ms [2021-06-19 08:09:37 main:581] : INFO : Epoch 1604 | loss: 0.031054 | val_loss: 0.0311338 | Time: 1860.12 ms [2021-06-19 08:09:39 main:581] : INFO : Epoch 1605 | loss: 0.0310561 | val_loss: 0.0311334 | Time: 1886.6 ms [2021-06-19 08:09:40 main:581] : INFO : Epoch 1606 | loss: 0.031057 | val_loss: 0.031142 | Time: 1838.27 ms [2021-06-19 08:09:42 main:581] : INFO : Epoch 1607 | loss: 0.0310537 | val_loss: 0.0311354 | Time: 1882.81 ms [2021-06-19 08:09:44 main:581] : INFO : Epoch 1608 | loss: 0.0310504 | val_loss: 0.0311411 | Time: 1853.01 ms [2021-06-19 08:09:46 main:581] : INFO : Epoch 1609 | loss: 0.0310517 | val_loss: 0.0311357 | Time: 1848.06 ms [2021-06-19 08:09:48 main:581] : INFO : Epoch 1610 | loss: 0.0310572 | val_loss: 0.0311387 | Time: 1854.62 ms [2021-06-19 08:09:50 main:581] : INFO : Epoch 1611 | loss: 0.0311099 | val_loss: 0.0311523 | Time: 1818.04 ms [2021-06-19 08:09:52 main:581] : INFO : Epoch 1612 | loss: 0.031139 | val_loss: 0.0311432 | Time: 1871.35 ms [2021-06-19 08:09:53 main:581] : INFO : Epoch 1613 | loss: 0.0311267 | val_loss: 0.031147 | Time: 1847.78 ms [2021-06-19 08:09:55 main:581] : INFO : Epoch 1614 | loss: 0.0311228 | val_loss: 0.0311433 | Time: 1839.66 ms [2021-06-19 08:09:57 main:581] : INFO : Epoch 1615 | loss: 0.0311158 | val_loss: 0.0311389 | Time: 1825.42 ms [2021-06-19 08:09:59 main:581] : INFO : Epoch 1616 | loss: 0.0311103 | val_loss: 0.0311361 | Time: 1857.38 ms [2021-06-19 08:10:01 main:581] : INFO : Epoch 1617 | loss: 0.0311063 | val_loss: 0.0311397 | Time: 1842.95 ms [2021-06-19 08:10:03 main:581] : INFO : Epoch 1618 | loss: 0.0311057 | val_loss: 0.0311403 | Time: 1864.12 ms [2021-06-19 08:10:04 main:581] : INFO : Epoch 1619 | loss: 0.0311002 | val_loss: 0.0311325 | Time: 1849.8 ms [2021-06-19 08:10:06 main:581] : INFO : Epoch 1620 | loss: 0.0310995 | val_loss: 0.0311366 | Time: 1893.66 ms [2021-06-19 08:10:08 main:581] : INFO : Epoch 1621 | loss: 0.0310964 | val_loss: 0.0311312 | Time: 1891.64 ms [2021-06-19 08:10:10 main:581] : INFO : Epoch 1622 | loss: 0.0310934 | val_loss: 0.0311321 | Time: 1813.43 ms [2021-06-19 08:10:12 main:581] : INFO : Epoch 1623 | loss: 0.0310923 | val_loss: 0.0311307 | Time: 1847.51 ms [2021-06-19 08:10:14 main:581] : INFO : Epoch 1624 | loss: 0.0310895 | val_loss: 0.0311346 | Time: 1838.69 ms [2021-06-19 08:10:16 main:581] : INFO : Epoch 1625 | loss: 0.0310896 | val_loss: 0.0311337 | Time: 1855.84 ms [2021-06-19 08:10:17 main:581] : INFO : Epoch 1626 | loss: 0.0310909 | val_loss: 0.0311345 | Time: 1842.81 ms [2021-06-19 08:10:19 main:581] : INFO : Epoch 1627 | loss: 0.0310931 | val_loss: 0.0311365 | Time: 1834.07 ms [2021-06-19 08:10:21 main:581] : INFO : Epoch 1628 | loss: 0.0310949 | val_loss: 0.0311353 | Time: 1836.49 ms [2021-06-19 08:10:23 main:581] : INFO : Epoch 1629 | loss: 0.0310942 | val_loss: 0.0311356 | Time: 1843.18 ms [2021-06-19 08:10:25 main:581] : INFO : Epoch 1630 | loss: 0.0310889 | val_loss: 0.0311343 | Time: 1863.77 ms [2021-06-19 08:10:27 main:581] : INFO : Epoch 1631 | loss: 0.031087 | val_loss: 0.0311302 | Time: 1853.45 ms [2021-06-19 08:10:29 main:581] : INFO : Epoch 1632 | loss: 0.0310855 | val_loss: 0.0311296 | Time: 1830.33 ms [2021-06-19 08:10:30 main:581] : INFO : Epoch 1633 | loss: 0.0310865 | val_loss: 0.0311327 | Time: 1883.53 ms [2021-06-19 08:10:32 main:581] : INFO : Epoch 1634 | loss: 0.0310948 | val_loss: 0.0311383 | Time: 1848.75 ms [2021-06-19 08:10:34 main:581] : INFO : Epoch 1635 | loss: 0.0310933 | val_loss: 0.0311251 | Time: 1852 ms [2021-06-19 08:10:36 main:581] : INFO : Epoch 1636 | loss: 0.0310935 | val_loss: 0.0311324 | Time: 1838.44 ms [2021-06-19 08:10:38 main:581] : INFO : Epoch 1637 | loss: 0.0310923 | val_loss: 0.0311215 | Time: 1829.92 ms [2021-06-19 08:10:40 main:581] : INFO : Epoch 1638 | loss: 0.0310928 | val_loss: 0.0311316 | Time: 1825.94 ms [2021-06-19 08:10:41 main:581] : INFO : Epoch 1639 | loss: 0.0311088 | val_loss: 0.0311339 | Time: 1858.21 ms [2021-06-19 08:10:43 main:581] : INFO : Epoch 1640 | loss: 0.0311076 | val_loss: 0.0311284 | Time: 1866.06 ms [2021-06-19 08:10:45 main:581] : INFO : Epoch 1641 | loss: 0.0311041 | val_loss: 0.0311273 | Time: 1879.73 ms [2021-06-19 08:10:47 main:581] : INFO : Epoch 1642 | loss: 0.0311114 | val_loss: 0.0311339 | Time: 1835.73 ms [2021-06-19 08:10:49 main:581] : INFO : Epoch 1643 | loss: 0.031124 | val_loss: 0.031133 | Time: 1832.03 ms [2021-06-19 08:10:51 main:581] : INFO : Epoch 1644 | loss: 0.0311175 | val_loss: 0.0311372 | Time: 1904.08 ms [2021-06-19 08:10:53 main:581] : INFO : Epoch 1645 | loss: 0.0311113 | val_loss: 0.0311361 | Time: 1884.6 ms [2021-06-19 08:10:55 main:581] : INFO : Epoch 1646 | loss: 0.0311074 | val_loss: 0.0311312 | Time: 1869.69 ms [2021-06-19 08:10:56 main:581] : INFO : Epoch 1647 | loss: 0.0311065 | val_loss: 0.0311331 | Time: 1873.08 ms [2021-06-19 08:10:58 main:581] : INFO : Epoch 1648 | loss: 0.0311083 | val_loss: 0.0311284 | Time: 1875.11 ms [2021-06-19 08:11:00 main:581] : INFO : Epoch 1649 | loss: 0.0311045 | val_loss: 0.0311301 | Time: 1845.94 ms [2021-06-19 08:11:02 main:581] : INFO : Epoch 1650 | loss: 0.0310997 | val_loss: 0.0311295 | Time: 1858.04 ms [2021-06-19 08:11:04 main:581] : INFO : Epoch 1651 | loss: 0.0311001 | val_loss: 0.0311253 | Time: 1843.71 ms [2021-06-19 08:11:06 main:581] : INFO : Epoch 1652 | loss: 0.0310957 | val_loss: 0.0311259 | Time: 1842.07 ms [2021-06-19 08:11:08 main:581] : INFO : Epoch 1653 | loss: 0.0310965 | val_loss: 0.0311262 | Time: 1847.42 ms [2021-06-19 08:11:09 main:581] : INFO : Epoch 1654 | loss: 0.0310951 | val_loss: 0.0311251 | Time: 1841.4 ms [2021-06-19 08:11:11 main:581] : INFO : Epoch 1655 | loss: 0.0310961 | val_loss: 0.0311253 | Time: 1762.99 ms [2021-06-19 08:11:13 main:581] : INFO : Epoch 1656 | loss: 0.0311046 | val_loss: 0.0311277 | Time: 1835.01 ms [2021-06-19 08:11:15 main:581] : INFO : Epoch 1657 | loss: 0.0311005 | val_loss: 0.0311236 | Time: 1846.21 ms [2021-06-19 08:11:17 main:581] : INFO : Epoch 1658 | loss: 0.0310963 | val_loss: 0.031127 | Time: 1878.45 ms [2021-06-19 08:11:19 main:581] : INFO : Epoch 1659 | loss: 0.0310953 | val_loss: 0.0311275 | Time: 1879.7 ms [2021-06-19 08:11:20 main:581] : INFO : Epoch 1660 | loss: 0.0310939 | val_loss: 0.0311268 | Time: 1884.96 ms [2021-06-19 08:11:22 main:581] : INFO : Epoch 1661 | loss: 0.0310917 | val_loss: 0.0311275 | Time: 1885.58 ms [2021-06-19 08:11:24 main:581] : INFO : Epoch 1662 | loss: 0.0310898 | val_loss: 0.0311288 | Time: 1842.7 ms [2021-06-19 08:11:26 main:581] : INFO : Epoch 1663 | loss: 0.031092 | val_loss: 0.031126 | Time: 1857.27 ms [2021-06-19 08:11:28 main:581] : INFO : Epoch 1664 | loss: 0.031091 | val_loss: 0.0311298 | Time: 1856.3 ms [2021-06-19 08:11:30 main:581] : INFO : Epoch 1665 | loss: 0.0310944 | val_loss: 0.0311311 | Time: 1833.22 ms [2021-06-19 08:11:32 main:581] : INFO : Epoch 1666 | loss: 0.0310891 | val_loss: 0.0311268 | Time: 1834.2 ms [2021-06-19 08:11:33 main:581] : INFO : Epoch 1667 | loss: 0.031086 | val_loss: 0.0311267 | Time: 1856.66 ms [2021-06-19 08:11:35 main:581] : INFO : Epoch 1668 | loss: 0.0310854 | val_loss: 0.0311205 | Time: 1837.1 ms [2021-06-19 08:11:37 main:581] : INFO : Epoch 1669 | loss: 0.0310849 | val_loss: 0.0311285 | Time: 1842.43 ms [2021-06-19 08:11:39 main:581] : INFO : Epoch 1670 | loss: 0.0310863 | val_loss: 0.0311292 | Time: 1862.8 ms [2021-06-19 08:11:41 main:581] : INFO : Epoch 1671 | loss: 0.0310867 | val_loss: 0.0311271 | Time: 1875.94 ms [2021-06-19 08:11:43 main:581] : INFO : Epoch 1672 | loss: 0.0310871 | val_loss: 0.0311223 | Time: 1869.78 ms [2021-06-19 08:11:45 main:581] : INFO : Epoch 1673 | loss: 0.0310851 | val_loss: 0.0311214 | Time: 1857.17 ms [2021-06-19 08:11:46 main:581] : INFO : Epoch 1674 | loss: 0.031083 | val_loss: 0.0311248 | Time: 1835.95 ms [2021-06-19 08:11:48 main:581] : INFO : Epoch 1675 | loss: 0.0310799 | val_loss: 0.0311255 | Time: 1846.55 ms [2021-06-19 08:11:50 main:581] : INFO : Epoch 1676 | loss: 0.0310805 | val_loss: 0.0311227 | Time: 1852.45 ms [2021-06-19 08:11:52 main:581] : INFO : Epoch 1677 | loss: 0.0310866 | val_loss: 0.0311211 | Time: 1865.76 ms [2021-06-19 08:11:54 main:581] : INFO : Epoch 1678 | loss: 0.0310807 | val_loss: 0.0311201 | Time: 1900.29 ms [2021-06-19 08:11:56 main:581] : INFO : Epoch 1679 | loss: 0.031077 | val_loss: 0.0311279 | Time: 1857.47 ms [2021-06-19 08:11:58 main:581] : INFO : Epoch 1680 | loss: 0.031077 | val_loss: 0.0311239 | Time: 1806.14 ms [2021-06-19 08:11:59 main:581] : INFO : Epoch 1681 | loss: 0.0310764 | val_loss: 0.0311296 | Time: 1824.96 ms [2021-06-19 08:12:01 main:581] : INFO : Epoch 1682 | loss: 0.0310772 | val_loss: 0.0311218 | Time: 1855.67 ms [2021-06-19 08:12:03 main:581] : INFO : Epoch 1683 | loss: 0.0310775 | val_loss: 0.03113 | Time: 1800.97 ms [2021-06-19 08:12:05 main:581] : INFO : Epoch 1684 | loss: 0.0310763 | val_loss: 0.0311234 | Time: 1847.2 ms [2021-06-19 08:12:07 main:581] : INFO : Epoch 1685 | loss: 0.0310793 | val_loss: 0.0311265 | Time: 1831.17 ms [2021-06-19 08:12:09 main:581] : INFO : Epoch 1686 | loss: 0.0310803 | val_loss: 0.0311253 | Time: 1897.21 ms [2021-06-19 08:12:10 main:581] : INFO : Epoch 1687 | loss: 0.0310786 | val_loss: 0.0311197 | Time: 1828.8 ms [2021-06-19 08:12:12 main:581] : INFO : Epoch 1688 | loss: 0.0310758 | val_loss: 0.0311227 | Time: 1856.72 ms [2021-06-19 08:12:14 main:581] : INFO : Epoch 1689 | loss: 0.0310744 | val_loss: 0.0311235 | Time: 1858.78 ms [2021-06-19 08:12:16 main:581] : INFO : Epoch 1690 | loss: 0.0310732 | val_loss: 0.031121 | Time: 1847.69 ms [2021-06-19 08:12:18 main:581] : INFO : Epoch 1691 | loss: 0.0310721 | val_loss: 0.031127 | Time: 1859.83 ms [2021-06-19 08:12:20 main:581] : INFO : Epoch 1692 | loss: 0.0310734 | val_loss: 0.0311292 | Time: 1845.41 ms [2021-06-19 08:12:22 main:581] : INFO : Epoch 1693 | loss: 0.0310756 | val_loss: 0.03112 | Time: 1838.15 ms [2021-06-19 08:12:23 main:581] : INFO : Epoch 1694 | loss: 0.0310741 | val_loss: 0.031134 | Time: 1837.1 ms [2021-06-19 08:12:25 main:581] : INFO : Epoch 1695 | loss: 0.0310759 | val_loss: 0.0311293 | Time: 1843.34 ms [2021-06-19 08:12:27 main:581] : INFO : Epoch 1696 | loss: 0.0310865 | val_loss: 0.0311201 | Time: 1882.52 ms [2021-06-19 08:12:29 main:581] : INFO : Epoch 1697 | loss: 0.0310851 | val_loss: 0.0311232 | Time: 1854.77 ms [2021-06-19 08:12:31 main:581] : INFO : Epoch 1698 | loss: 0.0310801 | val_loss: 0.031126 | Time: 1816.51 ms [2021-06-19 08:12:33 main:581] : INFO : Epoch 1699 | loss: 0.031076 | val_loss: 0.0311261 | Time: 1855.78 ms [2021-06-19 08:12:34 main:581] : INFO : Epoch 1700 | loss: 0.0310785 | val_loss: 0.0311224 | Time: 1857.14 ms [2021-06-19 08:12:36 main:581] : INFO : Epoch 1701 | loss: 0.0310789 | val_loss: 0.0311254 | Time: 1855.96 ms [2021-06-19 08:12:38 main:581] : INFO : Epoch 1702 | loss: 0.031081 | val_loss: 0.0311201 | Time: 1844.25 ms [2021-06-19 08:12:40 main:581] : INFO : Epoch 1703 | loss: 0.0310781 | val_loss: 0.0311222 | Time: 1863.48 ms [2021-06-19 08:12:42 main:581] : INFO : Epoch 1704 | loss: 0.0310755 | val_loss: 0.0311237 | Time: 1866.22 ms [2021-06-19 08:12:44 main:581] : INFO : Epoch 1705 | loss: 0.0310769 | val_loss: 0.0311243 | Time: 1845.61 ms [2021-06-19 08:12:46 main:581] : INFO : Epoch 1706 | loss: 0.0310787 | val_loss: 0.0311251 | Time: 1844.62 ms [2021-06-19 08:12:47 main:581] : INFO : Epoch 1707 | loss: 0.0310907 | val_loss: 0.0311258 | Time: 1839.35 ms [2021-06-19 08:12:49 main:581] : INFO : Epoch 1708 | loss: 0.0310907 | val_loss: 0.0311224 | Time: 1862.86 ms [2021-06-19 08:12:51 main:581] : INFO : Epoch 1709 | loss: 0.0310854 | val_loss: 0.031124 | Time: 1895.54 ms [2021-06-19 08:12:53 main:581] : INFO : Epoch 1710 | loss: 0.0310817 | val_loss: 0.0311218 | Time: 1831.1 ms [2021-06-19 08:12:55 main:581] : INFO : Epoch 1711 | loss: 0.0310813 | val_loss: 0.0311188 | Time: 1825.37 ms [2021-06-19 08:12:57 main:581] : INFO : Epoch 1712 | loss: 0.0310795 | val_loss: 0.0311215 | Time: 1857.92 ms [2021-06-19 08:12:59 main:581] : INFO : Epoch 1713 | loss: 0.0310761 | val_loss: 0.0311214 | Time: 1837.22 ms [2021-06-19 08:13:00 main:581] : INFO : Epoch 1714 | loss: 0.0310746 | val_loss: 0.0311195 | Time: 1836.97 ms [2021-06-19 08:13:02 main:581] : INFO : Epoch 1715 | loss: 0.0310736 | val_loss: 0.0311182 | Time: 1853.12 ms [2021-06-19 08:13:04 main:581] : INFO : Epoch 1716 | loss: 0.0310703 | val_loss: 0.0311242 | Time: 1819.06 ms [2021-06-19 08:13:06 main:581] : INFO : Epoch 1717 | loss: 0.0310706 | val_loss: 0.0311271 | Time: 1862.84 ms [2021-06-19 08:13:08 main:581] : INFO : Epoch 1718 | loss: 0.0310716 | val_loss: 0.0311198 | Time: 1853.92 ms [2021-06-19 08:13:10 main:581] : INFO : Epoch 1719 | loss: 0.0310684 | val_loss: 0.0311189 | Time: 1852 ms [2021-06-19 08:13:11 main:581] : INFO : Epoch 1720 | loss: 0.0310664 | val_loss: 0.0311225 | Time: 1847.53 ms [2021-06-19 08:13:13 main:581] : INFO : Epoch 1721 | loss: 0.0310653 | val_loss: 0.0311234 | Time: 1911.74 ms [2021-06-19 08:13:15 main:581] : INFO : Epoch 1722 | loss: 0.0310657 | val_loss: 0.0311243 | Time: 1900.68 ms [2021-06-19 08:13:17 main:581] : INFO : Epoch 1723 | loss: 0.031065 | val_loss: 0.0311219 | Time: 1851.74 ms [2021-06-19 08:13:19 main:581] : INFO : Epoch 1724 | loss: 0.031068 | val_loss: 0.0311228 | Time: 1858.57 ms [2021-06-19 08:13:21 main:581] : INFO : Epoch 1725 | loss: 0.0310666 | val_loss: 0.0311226 | Time: 1854.68 ms [2021-06-19 08:13:23 main:581] : INFO : Epoch 1726 | loss: 0.0310643 | val_loss: 0.0311297 | Time: 1840.72 ms [2021-06-19 08:13:24 main:581] : INFO : Epoch 1727 | loss: 0.0310631 | val_loss: 0.0311255 | Time: 1806.86 ms [2021-06-19 08:13:26 main:581] : INFO : Epoch 1728 | loss: 0.031068 | val_loss: 0.0311327 | Time: 1844.6 ms [2021-06-19 08:13:28 main:581] : INFO : Epoch 1729 | loss: 0.0310675 | val_loss: 0.0311225 | Time: 1817.31 ms [2021-06-19 08:13:30 main:581] : INFO : Epoch 1730 | loss: 0.0310643 | val_loss: 0.0311245 | Time: 1831.27 ms [2021-06-19 08:13:32 main:581] : INFO : Epoch 1731 | loss: 0.0310648 | val_loss: 0.0311292 | Time: 1902.1 ms [2021-06-19 08:13:34 main:581] : INFO : Epoch 1732 | loss: 0.0310671 | val_loss: 0.031126 | Time: 1876.73 ms [2021-06-19 08:13:36 main:581] : INFO : Epoch 1733 | loss: 0.0310854 | val_loss: 0.0311212 | Time: 1897.2 ms [2021-06-19 08:13:38 main:581] : INFO : Epoch 1734 | loss: 0.0310798 | val_loss: 0.0311204 | Time: 1865.99 ms [2021-06-19 08:13:39 main:581] : INFO : Epoch 1735 | loss: 0.0310744 | val_loss: 0.0311244 | Time: 1846.19 ms [2021-06-19 08:13:41 main:581] : INFO : Epoch 1736 | loss: 0.0310706 | val_loss: 0.0311192 | Time: 1845.07 ms [2021-06-19 08:13:43 main:581] : INFO : Epoch 1737 | loss: 0.0310682 | val_loss: 0.0311182 | Time: 1856.1 ms [2021-06-19 08:13:45 main:581] : INFO : Epoch 1738 | loss: 0.0310686 | val_loss: 0.0311208 | Time: 1831.91 ms [2021-06-19 08:13:47 main:581] : INFO : Epoch 1739 | loss: 0.0310692 | val_loss: 0.0311162 | Time: 1896.1 ms [2021-06-19 08:13:49 main:581] : INFO : Epoch 1740 | loss: 0.0310681 | val_loss: 0.0311264 | Time: 1829.3 ms [2021-06-19 08:13:50 main:581] : INFO : Epoch 1741 | loss: 0.0310703 | val_loss: 0.031125 | Time: 1846.52 ms [2021-06-19 08:13:52 main:581] : INFO : Epoch 1742 | loss: 0.0310675 | val_loss: 0.0311188 | Time: 1884.04 ms [2021-06-19 08:13:54 main:581] : INFO : Epoch 1743 | loss: 0.0310682 | val_loss: 0.0311232 | Time: 1856.31 ms [2021-06-19 08:13:56 main:581] : INFO : Epoch 1744 | loss: 0.0310767 | val_loss: 0.0311227 | Time: 1846.5 ms [2021-06-19 08:13:58 main:581] : INFO : Epoch 1745 | loss: 0.0310732 | val_loss: 0.0311146 | Time: 1872.62 ms [2021-06-19 08:14:00 main:581] : INFO : Epoch 1746 | loss: 0.0310714 | val_loss: 0.0311128 | Time: 1917.5 ms [2021-06-19 08:14:02 main:581] : INFO : Epoch 1747 | loss: 0.0310671 | val_loss: 0.0311167 | Time: 1851.78 ms [2021-06-19 08:14:04 main:581] : INFO : Epoch 1748 | loss: 0.031066 | val_loss: 0.0311185 | Time: 1849.01 ms [2021-06-19 08:14:05 main:581] : INFO : Epoch 1749 | loss: 0.0310653 | val_loss: 0.0311162 | Time: 1847 ms [2021-06-19 08:14:07 main:581] : INFO : Epoch 1750 | loss: 0.0310643 | val_loss: 0.0311166 | Time: 1847.75 ms [2021-06-19 08:14:09 main:581] : INFO : Epoch 1751 | loss: 0.0310619 | val_loss: 0.0311154 | Time: 1857.53 ms [2021-06-19 08:14:11 main:581] : INFO : Epoch 1752 | loss: 0.0310605 | val_loss: 0.0311134 | Time: 1853.75 ms [2021-06-19 08:14:13 main:581] : INFO : Epoch 1753 | loss: 0.0310601 | val_loss: 0.0311244 | Time: 1893.75 ms [2021-06-19 08:14:15 main:581] : INFO : Epoch 1754 | loss: 0.0310658 | val_loss: 0.0311219 | Time: 1896.29 ms [2021-06-19 08:14:17 main:581] : INFO : Epoch 1755 | loss: 0.031065 | val_loss: 0.0311124 | Time: 1863.29 ms [2021-06-19 08:14:18 main:581] : INFO : Epoch 1756 | loss: 0.0310626 | val_loss: 0.0311152 | Time: 1835.15 ms [2021-06-19 08:14:20 main:581] : INFO : Epoch 1757 | loss: 0.0310614 | val_loss: 0.0311152 | Time: 1798.46 ms [2021-06-19 08:14:22 main:581] : INFO : Epoch 1758 | loss: 0.0310606 | val_loss: 0.0311252 | Time: 1854.45 ms [2021-06-19 08:14:24 main:581] : INFO : Epoch 1759 | loss: 0.0310647 | val_loss: 0.03113 | Time: 1828.87 ms [2021-06-19 08:14:26 main:581] : INFO : Epoch 1760 | loss: 0.0310676 | val_loss: 0.0311192 | Time: 1847.87 ms [2021-06-19 08:14:28 main:581] : INFO : Epoch 1761 | loss: 0.0310681 | val_loss: 0.0311154 | Time: 1867.28 ms [2021-06-19 08:14:29 main:581] : INFO : Epoch 1762 | loss: 0.0310677 | val_loss: 0.0311231 | Time: 1817.53 ms [2021-06-19 08:14:31 main:581] : INFO : Epoch 1763 | loss: 0.0310653 | val_loss: 0.0311221 | Time: 1859.62 ms [2021-06-19 08:14:33 main:581] : INFO : Epoch 1764 | loss: 0.0310626 | val_loss: 0.0311171 | Time: 1849.87 ms [2021-06-19 08:14:35 main:581] : INFO : Epoch 1765 | loss: 0.0310597 | val_loss: 0.0311202 | Time: 1853.85 ms [2021-06-19 08:14:37 main:581] : INFO : Epoch 1766 | loss: 0.0310583 | val_loss: 0.0311208 | Time: 1822.68 ms [2021-06-19 08:14:39 main:581] : INFO : Epoch 1767 | loss: 0.031057 | val_loss: 0.0311126 | Time: 1858.13 ms [2021-06-19 08:14:41 main:581] : INFO : Epoch 1768 | loss: 0.0310553 | val_loss: 0.0311116 | Time: 1870.07 ms [2021-06-19 08:14:42 main:581] : INFO : Epoch 1769 | loss: 0.0310554 | val_loss: 0.0311151 | Time: 1864.27 ms [2021-06-19 08:14:44 main:581] : INFO : Epoch 1770 | loss: 0.0310555 | val_loss: 0.0311139 | Time: 1902.86 ms [2021-06-19 08:14:46 main:581] : INFO : Epoch 1771 | loss: 0.0310544 | val_loss: 0.0311238 | Time: 1853.86 ms [2021-06-19 08:14:48 main:581] : INFO : Epoch 1772 | loss: 0.0310585 | val_loss: 0.03113 | Time: 1820.34 ms [2021-06-19 08:14:50 main:581] : INFO : Epoch 1773 | loss: 0.0310639 | val_loss: 0.0311189 | Time: 1878.89 ms [2021-06-19 08:14:52 main:581] : INFO : Epoch 1774 | loss: 0.0310665 | val_loss: 0.0311254 | Time: 1845.97 ms [2021-06-19 08:14:54 main:581] : INFO : Epoch 1775 | loss: 0.0310649 | val_loss: 0.0311222 | Time: 1847.34 ms [2021-06-19 08:14:55 main:581] : INFO : Epoch 1776 | loss: 0.0310613 | val_loss: 0.0311233 | Time: 1824.31 ms [2021-06-19 08:14:57 main:581] : INFO : Epoch 1777 | loss: 0.0310621 | val_loss: 0.0311193 | Time: 1855.59 ms [2021-06-19 08:14:59 main:581] : INFO : Epoch 1778 | loss: 0.0310697 | val_loss: 0.0311204 | Time: 1890.98 ms [2021-06-19 08:15:01 main:581] : INFO : Epoch 1779 | loss: 0.0310771 | val_loss: 0.0311177 | Time: 1862.22 ms [2021-06-19 08:15:03 main:581] : INFO : Epoch 1780 | loss: 0.0310733 | val_loss: 0.0311219 | Time: 1838.47 ms [2021-06-19 08:15:05 main:581] : INFO : Epoch 1781 | loss: 0.0310693 | val_loss: 0.0311173 | Time: 1863.01 ms [2021-06-19 08:15:07 main:581] : INFO : Epoch 1782 | loss: 0.0310619 | val_loss: 0.0311169 | Time: 1842.15 ms [2021-06-19 08:15:08 main:581] : INFO : Epoch 1783 | loss: 0.0310612 | val_loss: 0.0311163 | Time: 1863.84 ms [2021-06-19 08:15:10 main:581] : INFO : Epoch 1784 | loss: 0.0310624 | val_loss: 0.031115 | Time: 1862.89 ms [2021-06-19 08:15:12 main:581] : INFO : Epoch 1785 | loss: 0.031064 | val_loss: 0.0311142 | Time: 1846.88 ms [2021-06-19 08:15:14 main:581] : INFO : Epoch 1786 | loss: 0.0310593 | val_loss: 0.0311174 | Time: 1848.82 ms [2021-06-19 08:15:16 main:581] : INFO : Epoch 1787 | loss: 0.0310586 | val_loss: 0.0311166 | Time: 1863.5 ms [2021-06-19 08:15:18 main:581] : INFO : Epoch 1788 | loss: 0.0310572 | val_loss: 0.0311145 | Time: 1892.39 ms [2021-06-19 08:15:20 main:581] : INFO : Epoch 1789 | loss: 0.0310571 | val_loss: 0.0311143 | Time: 1848.62 ms [2021-06-19 08:15:21 main:581] : INFO : Epoch 1790 | loss: 0.0310554 | val_loss: 0.031115 | Time: 1811.97 ms [2021-06-19 08:15:23 main:581] : INFO : Epoch 1791 | loss: 0.0310552 | val_loss: 0.031114 | Time: 1845.23 ms [2021-06-19 08:15:25 main:581] : INFO : Epoch 1792 | loss: 0.0310543 | val_loss: 0.0311156 | Time: 1858.87 ms [2021-06-19 08:15:27 main:581] : INFO : Epoch 1793 | loss: 0.0310565 | val_loss: 0.0311145 | Time: 1849.2 ms [2021-06-19 08:15:29 main:581] : INFO : Epoch 1794 | loss: 0.031058 | val_loss: 0.0311201 | Time: 1855.77 ms [2021-06-19 08:15:31 main:581] : INFO : Epoch 1795 | loss: 0.0310579 | val_loss: 0.0311233 | Time: 1883.61 ms [2021-06-19 08:15:33 main:581] : INFO : Epoch 1796 | loss: 0.0310547 | val_loss: 0.0311156 | Time: 1830.69 ms [2021-06-19 08:15:34 main:581] : INFO : Epoch 1797 | loss: 0.0310539 | val_loss: 0.0311202 | Time: 1841.04 ms [2021-06-19 08:15:36 main:581] : INFO : Epoch 1798 | loss: 0.0310589 | val_loss: 0.0311232 | Time: 1841.65 ms [2021-06-19 08:15:38 main:581] : INFO : Epoch 1799 | loss: 0.0310605 | val_loss: 0.0311245 | Time: 1894.57 ms [2021-06-19 08:15:40 main:581] : INFO : Epoch 1800 | loss: 0.0310553 | val_loss: 0.0311223 | Time: 1854.51 ms [2021-06-19 08:15:42 main:581] : INFO : Epoch 1801 | loss: 0.0310557 | val_loss: 0.0311206 | Time: 1854.98 ms [2021-06-19 08:15:44 main:581] : INFO : Epoch 1802 | loss: 0.0310552 | val_loss: 0.0311236 | Time: 1880.71 ms [2021-06-19 08:15:46 main:581] : INFO : Epoch 1803 | loss: 0.0310585 | val_loss: 0.0311265 | Time: 1860.9 ms [2021-06-19 08:15:47 main:581] : INFO : Epoch 1804 | loss: 0.0310792 | val_loss: 0.0311146 | Time: 1839.8 ms [2021-06-19 08:15:49 main:581] : INFO : Epoch 1805 | loss: 0.0310803 | val_loss: 0.0311269 | Time: 1827.4 ms [2021-06-19 08:15:51 main:581] : INFO : Epoch 1806 | loss: 0.0310901 | val_loss: 0.0311198 | Time: 1841.87 ms [2021-06-19 08:15:53 main:581] : INFO : Epoch 1807 | loss: 0.0310866 | val_loss: 0.0311235 | Time: 1895.83 ms [2021-06-19 08:15:55 main:581] : INFO : Epoch 1808 | loss: 0.0310842 | val_loss: 0.0311211 | Time: 1880.46 ms [2021-06-19 08:15:57 main:581] : INFO : Epoch 1809 | loss: 0.0310798 | val_loss: 0.0311237 | Time: 1905.8 ms [2021-06-19 08:15:59 main:581] : INFO : Epoch 1810 | loss: 0.0310766 | val_loss: 0.0311175 | Time: 1856.12 ms [2021-06-19 08:16:01 main:581] : INFO : Epoch 1811 | loss: 0.0310711 | val_loss: 0.0311194 | Time: 1890.52 ms [2021-06-19 08:16:02 main:581] : INFO : Epoch 1812 | loss: 0.0310695 | val_loss: 0.0311179 | Time: 1856.2 ms [2021-06-19 08:16:04 main:581] : INFO : Epoch 1813 | loss: 0.0311086 | val_loss: 0.0311402 | Time: 1848.29 ms [2021-06-19 08:16:06 main:581] : INFO : Epoch 1814 | loss: 0.0311305 | val_loss: 0.031133 | Time: 1851.71 ms [2021-06-19 08:16:08 main:581] : INFO : Epoch 1815 | loss: 0.0311257 | val_loss: 0.0311324 | Time: 1842.9 ms [2021-06-19 08:16:10 main:581] : INFO : Epoch 1816 | loss: 0.0311213 | val_loss: 0.0311308 | Time: 1848.13 ms [2021-06-19 08:16:12 main:581] : INFO : Epoch 1817 | loss: 0.0311172 | val_loss: 0.0311305 | Time: 1888.03 ms [2021-06-19 08:16:13 main:581] : INFO : Epoch 1818 | loss: 0.031114 | val_loss: 0.0311342 | Time: 1854.17 ms [2021-06-19 08:16:15 main:581] : INFO : Epoch 1819 | loss: 0.0311109 | val_loss: 0.0311301 | Time: 1855.89 ms [2021-06-19 08:16:17 main:581] : INFO : Epoch 1820 | loss: 0.0311098 | val_loss: 0.0311279 | Time: 1894.4 ms [2021-06-19 08:16:19 main:581] : INFO : Epoch 1821 | loss: 0.0311086 | val_loss: 0.0311295 | Time: 1842.51 ms [2021-06-19 08:16:21 main:581] : INFO : Epoch 1822 | loss: 0.0311072 | val_loss: 0.0311289 | Time: 1867.45 ms [2021-06-19 08:16:23 main:581] : INFO : Epoch 1823 | loss: 0.0311048 | val_loss: 0.0311278 | Time: 1877.61 ms [2021-06-19 08:16:25 main:581] : INFO : Epoch 1824 | loss: 0.0311052 | val_loss: 0.0311316 | Time: 1841.64 ms [2021-06-19 08:16:27 main:581] : INFO : Epoch 1825 | loss: 0.0311072 | val_loss: 0.0311285 | Time: 1846.26 ms [2021-06-19 08:16:28 main:581] : INFO : Epoch 1826 | loss: 0.0311054 | val_loss: 0.0311234 | Time: 1779.05 ms [2021-06-19 08:16:30 main:581] : INFO : Epoch 1827 | loss: 0.0311067 | val_loss: 0.0311272 | Time: 1844.19 ms [2021-06-19 08:16:32 main:581] : INFO : Epoch 1828 | loss: 0.0311043 | val_loss: 0.0311279 | Time: 1849.52 ms [2021-06-19 08:16:34 main:581] : INFO : Epoch 1829 | loss: 0.0310973 | val_loss: 0.0311237 | Time: 1848.63 ms [2021-06-19 08:16:36 main:581] : INFO : Epoch 1830 | loss: 0.0310969 | val_loss: 0.0311294 | Time: 1837.52 ms [2021-06-19 08:16:38 main:581] : INFO : Epoch 1831 | loss: 0.031095 | val_loss: 0.0311303 | Time: 1855.7 ms [2021-06-19 08:16:39 main:581] : INFO : Epoch 1832 | loss: 0.0310925 | val_loss: 0.0311274 | Time: 1858.34 ms [2021-06-19 08:16:41 main:581] : INFO : Epoch 1833 | loss: 0.0310919 | val_loss: 0.031131 | Time: 1858.14 ms [2021-06-19 08:16:43 main:581] : INFO : Epoch 1834 | loss: 0.0310912 | val_loss: 0.0311249 | Time: 1859.51 ms [2021-06-19 08:16:45 main:581] : INFO : Epoch 1835 | loss: 0.0310907 | val_loss: 0.0311292 | Time: 1849.33 ms [2021-06-19 08:16:47 main:581] : INFO : Epoch 1836 | loss: 0.0310915 | val_loss: 0.0311309 | Time: 1855.45 ms [2021-06-19 08:16:49 main:581] : INFO : Epoch 1837 | loss: 0.0310919 | val_loss: 0.0311284 | Time: 1843 ms [2021-06-19 08:16:51 main:581] : INFO : Epoch 1838 | loss: 0.0310881 | val_loss: 0.0311305 | Time: 1839.12 ms [2021-06-19 08:16:52 main:581] : INFO : Epoch 1839 | loss: 0.0310868 | val_loss: 0.0311293 | Time: 1844.91 ms [2021-06-19 08:16:54 main:581] : INFO : Epoch 1840 | loss: 0.0310888 | val_loss: 0.0311286 | Time: 1857.94 ms [2021-06-19 08:16:56 main:581] : INFO : Epoch 1841 | loss: 0.0310902 | val_loss: 0.0311256 | Time: 1852.52 ms [2021-06-19 08:16:58 main:581] : INFO : Epoch 1842 | loss: 0.0310874 | val_loss: 0.0311285 | Time: 1841.31 ms [2021-06-19 08:17:00 main:581] : INFO : Epoch 1843 | loss: 0.0310839 | val_loss: 0.0311224 | Time: 1836.18 ms [2021-06-19 08:17:02 main:581] : INFO : Epoch 1844 | loss: 0.0310824 | val_loss: 0.0311229 | Time: 1834.17 ms [2021-06-19 08:17:03 main:581] : INFO : Epoch 1845 | loss: 0.031083 | val_loss: 0.0311223 | Time: 1857.2 ms [2021-06-19 08:17:05 main:581] : INFO : Epoch 1846 | loss: 0.0310817 | val_loss: 0.0311278 | Time: 1848.96 ms [2021-06-19 08:17:07 main:581] : INFO : Epoch 1847 | loss: 0.0310803 | val_loss: 0.031125 | Time: 1869.81 ms [2021-06-19 08:17:09 main:581] : INFO : Epoch 1848 | loss: 0.031079 | val_loss: 0.031126 | Time: 1880.23 ms [2021-06-19 08:17:11 main:581] : INFO : Epoch 1849 | loss: 0.0310804 | val_loss: 0.0311247 | Time: 1853.66 ms [2021-06-19 08:17:13 main:581] : INFO : Epoch 1850 | loss: 0.0310813 | val_loss: 0.0311257 | Time: 1853.27 ms [2021-06-19 08:17:15 main:581] : INFO : Epoch 1851 | loss: 0.031082 | val_loss: 0.0311284 | Time: 1855.72 ms [2021-06-19 08:17:16 main:581] : INFO : Epoch 1852 | loss: 0.0310847 | val_loss: 0.0311203 | Time: 1846.66 ms [2021-06-19 08:17:18 main:581] : INFO : Epoch 1853 | loss: 0.03108 | val_loss: 0.0311206 | Time: 1852.43 ms [2021-06-19 08:17:20 main:581] : INFO : Epoch 1854 | loss: 0.0310769 | val_loss: 0.0311298 | Time: 1844.03 ms [2021-06-19 08:17:22 main:581] : INFO : Epoch 1855 | loss: 0.0310792 | val_loss: 0.0311226 | Time: 1845.4 ms [2021-06-19 08:17:24 main:581] : INFO : Epoch 1856 | loss: 0.0310768 | val_loss: 0.0311262 | Time: 1826.95 ms [2021-06-19 08:17:26 main:581] : INFO : Epoch 1857 | loss: 0.0310748 | val_loss: 0.0311264 | Time: 1859.28 ms [2021-06-19 08:17:28 main:581] : INFO : Epoch 1858 | loss: 0.0310755 | val_loss: 0.0311261 | Time: 1850.16 ms [2021-06-19 08:17:29 main:581] : INFO : Epoch 1859 | loss: 0.0310752 | val_loss: 0.031122 | Time: 1859.26 ms [2021-06-19 08:17:31 main:581] : INFO : Epoch 1860 | loss: 0.0310742 | val_loss: 0.0311289 | Time: 1867.69 ms [2021-06-19 08:17:33 main:581] : INFO : Epoch 1861 | loss: 0.0310739 | val_loss: 0.0311354 | Time: 1839.48 ms [2021-06-19 08:17:35 main:581] : INFO : Epoch 1862 | loss: 0.0310738 | val_loss: 0.0311286 | Time: 1854.31 ms [2021-06-19 08:17:37 main:581] : INFO : Epoch 1863 | loss: 0.0310734 | val_loss: 0.0311281 | Time: 1857.22 ms [2021-06-19 08:17:39 main:581] : INFO : Epoch 1864 | loss: 0.0310762 | val_loss: 0.03113 | Time: 1854.07 ms [2021-06-19 08:17:41 main:581] : INFO : Epoch 1865 | loss: 0.0310809 | val_loss: 0.031126 | Time: 1847.09 ms [2021-06-19 08:17:42 main:581] : INFO : Epoch 1866 | loss: 0.0310812 | val_loss: 0.0311274 | Time: 1833.67 ms [2021-06-19 08:17:44 main:581] : INFO : Epoch 1867 | loss: 0.031083 | val_loss: 0.0311247 | Time: 1821.48 ms [2021-06-19 08:17:46 main:581] : INFO : Epoch 1868 | loss: 0.031083 | val_loss: 0.0311305 | Time: 1837.65 ms [2021-06-19 08:17:48 main:581] : INFO : Epoch 1869 | loss: 0.0310775 | val_loss: 0.0311262 | Time: 1854.81 ms [2021-06-19 08:17:50 main:581] : INFO : Epoch 1870 | loss: 0.031079 | val_loss: 0.0311292 | Time: 1851 ms [2021-06-19 08:17:52 main:581] : INFO : Epoch 1871 | loss: 0.0310771 | val_loss: 0.0311277 | Time: 1850.47 ms [2021-06-19 08:17:53 main:581] : INFO : Epoch 1872 | loss: 0.0310758 | val_loss: 0.0311223 | Time: 1842.75 ms [2021-06-19 08:17:55 main:581] : INFO : Epoch 1873 | loss: 0.0310772 | val_loss: 0.0311216 | Time: 1897.37 ms [2021-06-19 08:17:57 main:581] : INFO : Epoch 1874 | loss: 0.0310753 | val_loss: 0.031124 | Time: 1859.84 ms [2021-06-19 08:17:59 main:581] : INFO : Epoch 1875 | loss: 0.0310755 | val_loss: 0.0311245 | Time: 1849.05 ms [2021-06-19 08:18:01 main:581] : INFO : Epoch 1876 | loss: 0.031074 | val_loss: 0.0311218 | Time: 1839.78 ms [2021-06-19 08:18:03 main:581] : INFO : Epoch 1877 | loss: 0.0310732 | val_loss: 0.0311229 | Time: 1842.08 ms [2021-06-19 08:18:05 main:581] : INFO : Epoch 1878 | loss: 0.0310712 | val_loss: 0.0311266 | Time: 1859.48 ms [2021-06-19 08:18:06 main:581] : INFO : Epoch 1879 | loss: 0.0310695 | val_loss: 0.0311312 | Time: 1845.14 ms [2021-06-19 08:18:08 main:581] : INFO : Epoch 1880 | loss: 0.0310681 | val_loss: 0.0311255 | Time: 1838.74 ms [2021-06-19 08:18:10 main:581] : INFO : Epoch 1881 | loss: 0.0311006 | val_loss: 0.0311392 | Time: 1834.99 ms [2021-06-19 08:18:12 main:581] : INFO : Epoch 1882 | loss: 0.0311068 | val_loss: 0.0311386 | Time: 1854.06 ms [2021-06-19 08:18:14 main:581] : INFO : Epoch 1883 | loss: 0.0311009 | val_loss: 0.0311358 | Time: 1845.46 ms [2021-06-19 08:18:16 main:581] : INFO : Epoch 1884 | loss: 0.0310927 | val_loss: 0.0311306 | Time: 1861.12 ms [2021-06-19 08:18:17 main:581] : INFO : Epoch 1885 | loss: 0.0310908 | val_loss: 0.0311284 | Time: 1854.65 ms [2021-06-19 08:18:19 main:581] : INFO : Epoch 1886 | loss: 0.0310886 | val_loss: 0.0311278 | Time: 1871.17 ms [2021-06-19 08:18:21 main:581] : INFO : Epoch 1887 | loss: 0.0310859 | val_loss: 0.0311262 | Time: 1833.27 ms [2021-06-19 08:18:23 main:581] : INFO : Epoch 1888 | loss: 0.0310834 | val_loss: 0.0311309 | Time: 1855.1 ms [2021-06-19 08:18:25 main:581] : INFO : Epoch 1889 | loss: 0.0310795 | val_loss: 0.0311255 | Time: 1851.87 ms [2021-06-19 08:18:27 main:581] : INFO : Epoch 1890 | loss: 0.0310776 | val_loss: 0.0311328 | Time: 1850.24 ms [2021-06-19 08:18:29 main:581] : INFO : Epoch 1891 | loss: 0.0310752 | val_loss: 0.031131 | Time: 1864.47 ms [2021-06-19 08:18:30 main:581] : INFO : Epoch 1892 | loss: 0.0310744 | val_loss: 0.0311325 | Time: 1855.21 ms [2021-06-19 08:18:32 main:581] : INFO : Epoch 1893 | loss: 0.0310741 | val_loss: 0.0311324 | Time: 1856.94 ms [2021-06-19 08:18:34 main:581] : INFO : Epoch 1894 | loss: 0.0310776 | val_loss: 0.0311308 | Time: 1861.04 ms [2021-06-19 08:18:36 main:581] : INFO : Epoch 1895 | loss: 0.031075 | val_loss: 0.0311273 | Time: 1871.76 ms [2021-06-19 08:18:38 main:581] : INFO : Epoch 1896 | loss: 0.031074 | val_loss: 0.0311304 | Time: 1841.17 ms [2021-06-19 08:18:40 main:581] : INFO : Epoch 1897 | loss: 0.0310722 | val_loss: 0.0311325 | Time: 1851.63 ms [2021-06-19 08:18:42 main:581] : INFO : Epoch 1898 | loss: 0.0310686 | val_loss: 0.031124 | Time: 1823.07 ms [2021-06-19 08:18:43 main:581] : INFO : Epoch 1899 | loss: 0.0310693 | val_loss: 0.0311288 | Time: 1836.79 ms [2021-06-19 08:18:45 main:581] : INFO : Epoch 1900 | loss: 0.0310737 | val_loss: 0.0311293 | Time: 1848.98 ms [2021-06-19 08:18:47 main:581] : INFO : Epoch 1901 | loss: 0.0310705 | val_loss: 0.0311294 | Time: 1853.67 ms [2021-06-19 08:18:49 main:581] : INFO : Epoch 1902 | loss: 0.0310692 | val_loss: 0.0311206 | Time: 1858.44 ms [2021-06-19 08:18:51 main:581] : INFO : Epoch 1903 | loss: 0.0310667 | val_loss: 0.0311259 | Time: 1860.93 ms [2021-06-19 08:18:53 main:581] : INFO : Epoch 1904 | loss: 0.0310663 | val_loss: 0.0311257 | Time: 1851.21 ms [2021-06-19 08:18:54 main:581] : INFO : Epoch 1905 | loss: 0.0310669 | val_loss: 0.0311253 | Time: 1814.68 ms [2021-06-19 08:18:56 main:581] : INFO : Epoch 1906 | loss: 0.0310668 | val_loss: 0.0311289 | Time: 1856.8 ms [2021-06-19 08:18:58 main:581] : INFO : Epoch 1907 | loss: 0.0310693 | val_loss: 0.0311317 | Time: 1846.76 ms [2021-06-19 08:19:00 main:581] : INFO : Epoch 1908 | loss: 0.0310719 | val_loss: 0.0311383 | Time: 1826.04 ms [2021-06-19 08:19:02 main:581] : INFO : Epoch 1909 | loss: 0.0310866 | val_loss: 0.0312257 | Time: 1858.45 ms [2021-06-19 08:19:04 main:581] : INFO : Epoch 1910 | loss: 0.0329493 | val_loss: 0.036743 | Time: 1857.55 ms [2021-06-19 08:19:06 main:581] : INFO : Epoch 1911 | loss: 0.0322031 | val_loss: 0.0314996 | Time: 1842.17 ms [2021-06-19 08:19:07 main:581] : INFO : Epoch 1912 | loss: 0.0313098 | val_loss: 0.0312459 | Time: 1834.37 ms [2021-06-19 08:19:09 main:581] : INFO : Epoch 1913 | loss: 0.0312317 | val_loss: 0.0312115 | Time: 1851.63 ms [2021-06-19 08:19:11 main:581] : INFO : Epoch 1914 | loss: 0.0312127 | val_loss: 0.031205 | Time: 1829.38 ms [2021-06-19 08:19:13 main:581] : INFO : Epoch 1915 | loss: 0.0312091 | val_loss: 0.0312023 | Time: 1837.22 ms [2021-06-19 08:19:15 main:581] : INFO : Epoch 1916 | loss: 0.0312066 | val_loss: 0.031201 | Time: 1807.47 ms [2021-06-19 08:19:17 main:581] : INFO : Epoch 1917 | loss: 0.0312047 | val_loss: 0.0312027 | Time: 1851.83 ms [2021-06-19 08:19:18 main:581] : INFO : Epoch 1918 | loss: 0.031204 | val_loss: 0.0312013 | Time: 1847.05 ms [2021-06-19 08:19:20 main:581] : INFO : Epoch 1919 | loss: 0.0312029 | val_loss: 0.0311981 | Time: 1844.35 ms [2021-06-19 08:19:22 main:581] : INFO : Epoch 1920 | loss: 0.0312002 | val_loss: 0.0311968 | Time: 1833.76 ms [2021-06-19 08:19:24 main:581] : INFO : Epoch 1921 | loss: 0.0311996 | val_loss: 0.0311943 | Time: 1840.88 ms [2021-06-19 08:19:26 main:581] : INFO : Epoch 1922 | loss: 0.0311985 | val_loss: 0.0311948 | Time: 1848.05 ms [2021-06-19 08:19:28 main:581] : INFO : Epoch 1923 | loss: 0.0311976 | val_loss: 0.0311935 | Time: 1843.83 ms [2021-06-19 08:19:30 main:581] : INFO : Epoch 1924 | loss: 0.0311953 | val_loss: 0.0311925 | Time: 1855.34 ms [2021-06-19 08:19:31 main:581] : INFO : Epoch 1925 | loss: 0.0311935 | val_loss: 0.0311898 | Time: 1844.69 ms [2021-06-19 08:19:33 main:581] : INFO : Epoch 1926 | loss: 0.0311926 | val_loss: 0.0311898 | Time: 1819.11 ms [2021-06-19 08:19:35 main:581] : INFO : Epoch 1927 | loss: 0.0311924 | val_loss: 0.0311897 | Time: 1853.4 ms [2021-06-19 08:19:37 main:581] : INFO : Epoch 1928 | loss: 0.031192 | val_loss: 0.0311886 | Time: 1854.29 ms [2021-06-19 08:19:39 main:581] : INFO : Epoch 1929 | loss: 0.0311905 | val_loss: 0.0311915 | Time: 1875.35 ms [2021-06-19 08:19:41 main:581] : INFO : Epoch 1930 | loss: 0.0311908 | val_loss: 0.0311885 | Time: 1821.87 ms [2021-06-19 08:19:42 main:581] : INFO : Epoch 1931 | loss: 0.0311884 | val_loss: 0.0311871 | Time: 1852.96 ms [2021-06-19 08:19:44 main:581] : INFO : Epoch 1932 | loss: 0.0311868 | val_loss: 0.0311888 | Time: 1846.99 ms [2021-06-19 08:19:46 main:581] : INFO : Epoch 1933 | loss: 0.0311869 | val_loss: 0.0311841 | Time: 1844.36 ms [2021-06-19 08:19:48 main:581] : INFO : Epoch 1934 | loss: 0.0311841 | val_loss: 0.031184 | Time: 1836.62 ms [2021-06-19 08:19:50 main:581] : INFO : Epoch 1935 | loss: 0.0311826 | val_loss: 0.0311867 | Time: 1857.88 ms [2021-06-19 08:19:52 main:581] : INFO : Epoch 1936 | loss: 0.0311813 | val_loss: 0.0311814 | Time: 1868.47 ms [2021-06-19 08:19:54 main:581] : INFO : Epoch 1937 | loss: 0.0311801 | val_loss: 0.0311834 | Time: 1832.69 ms [2021-06-19 08:19:55 main:581] : INFO : Epoch 1938 | loss: 0.0311797 | val_loss: 0.0311816 | Time: 1853.73 ms [2021-06-19 08:19:57 main:581] : INFO : Epoch 1939 | loss: 0.0311791 | val_loss: 0.0311818 | Time: 1844.06 ms [2021-06-19 08:19:59 main:581] : INFO : Epoch 1940 | loss: 0.0311787 | val_loss: 0.0311843 | Time: 1860.83 ms [2021-06-19 08:20:01 main:581] : INFO : Epoch 1941 | loss: 0.0311799 | val_loss: 0.0311794 | Time: 1885.8 ms [2021-06-19 08:20:03 main:581] : INFO : Epoch 1942 | loss: 0.0311779 | val_loss: 0.031179 | Time: 1901.04 ms [2021-06-19 08:20:05 main:581] : INFO : Epoch 1943 | loss: 0.0311768 | val_loss: 0.0311783 | Time: 1815.25 ms [2021-06-19 08:20:07 main:581] : INFO : Epoch 1944 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 1824.56 ms [2021-06-19 08:20:08 main:581] : INFO : Epoch 1945 | loss: 0.0311759 | val_loss: 0.0311801 | Time: 1855.79 ms [2021-06-19 08:20:10 main:581] : INFO : Epoch 1946 | loss: 0.0311738 | val_loss: 0.0311788 | Time: 1817.3 ms [2021-06-19 08:20:12 main:581] : INFO : Epoch 1947 | loss: 0.0311714 | val_loss: 0.0311766 | Time: 1839.46 ms [2021-06-19 08:20:14 main:581] : INFO : Epoch 1948 | loss: 0.0311682 | val_loss: 0.0311713 | Time: 1844.66 ms [2021-06-19 08:20:16 main:581] : INFO : Epoch 1949 | loss: 0.0311666 | val_loss: 0.031169 | Time: 1861.1 ms [2021-06-19 08:20:18 main:581] : INFO : Epoch 1950 | loss: 0.0311657 | val_loss: 0.0311682 | Time: 1850.5 ms [2021-06-19 08:20:19 main:581] : INFO : Epoch 1951 | loss: 0.031164 | val_loss: 0.0311678 | Time: 1843.48 ms [2021-06-19 08:20:21 main:581] : INFO : Epoch 1952 | loss: 0.0311633 | val_loss: 0.0311674 | Time: 1848.16 ms [2021-06-19 08:20:23 main:581] : INFO : Epoch 1953 | loss: 0.0311636 | val_loss: 0.0311674 | Time: 1849.4 ms [2021-06-19 08:20:25 main:581] : INFO : Epoch 1954 | loss: 0.0311627 | val_loss: 0.0311696 | Time: 1842.63 ms [2021-06-19 08:20:27 main:581] : INFO : Epoch 1955 | loss: 0.0311607 | val_loss: 0.0311683 | Time: 1804.56 ms [2021-06-19 08:20:29 main:581] : INFO : Epoch 1956 | loss: 0.0311594 | val_loss: 0.0311671 | Time: 1854.79 ms [2021-06-19 08:20:30 main:581] : INFO : Epoch 1957 | loss: 0.0311586 | val_loss: 0.0311687 | Time: 1844.64 ms [2021-06-19 08:20:32 main:581] : INFO : Epoch 1958 | loss: 0.0311576 | val_loss: 0.0311662 | Time: 1854.57 ms [2021-06-19 08:20:34 main:581] : INFO : Epoch 1959 | loss: 0.0311572 | val_loss: 0.0311664 | Time: 1843.6 ms [2021-06-19 08:20:36 main:581] : INFO : Epoch 1960 | loss: 0.0311565 | val_loss: 0.0311659 | Time: 1843.57 ms [2021-06-19 08:20:38 main:581] : INFO : Epoch 1961 | loss: 0.0311575 | val_loss: 0.0311653 | Time: 1896.29 ms [2021-06-19 08:20:40 main:581] : INFO : Epoch 1962 | loss: 0.0311558 | val_loss: 0.031165 | Time: 1832.69 ms [2021-06-19 08:20:42 main:581] : INFO : Epoch 1963 | loss: 0.0311552 | val_loss: 0.0311643 | Time: 1856.03 ms [2021-06-19 08:20:43 main:581] : INFO : Epoch 1964 | loss: 0.0311554 | val_loss: 0.0311632 | Time: 1852.84 ms [2021-06-19 08:20:45 main:581] : INFO : Epoch 1965 | loss: 0.0311549 | val_loss: 0.0311649 | Time: 1868.39 ms [2021-06-19 08:20:47 main:581] : INFO : Epoch 1966 | loss: 0.0311551 | val_loss: 0.031164 | Time: 1891.62 ms [2021-06-19 08:20:49 main:581] : INFO : Epoch 1967 | loss: 0.0311556 | val_loss: 0.0311636 | Time: 1893.78 ms [2021-06-19 08:20:51 main:581] : INFO : Epoch 1968 | loss: 0.0311544 | val_loss: 0.0311643 | Time: 1839.51 ms [2021-06-19 08:20:53 main:581] : INFO : Epoch 1969 | loss: 0.0311548 | val_loss: 0.0311642 | Time: 1841.15 ms [2021-06-19 08:20:55 main:581] : INFO : Epoch 1970 | loss: 0.0311546 | val_loss: 0.0311635 | Time: 1871.36 ms [2021-06-19 08:20:57 main:581] : INFO : Epoch 1971 | loss: 0.0311541 | val_loss: 0.0311646 | Time: 1902.9 ms [2021-06-19 08:20:58 main:581] : INFO : Epoch 1972 | loss: 0.0311553 | val_loss: 0.0311634 | Time: 1848.03 ms [2021-06-19 08:21:00 main:581] : INFO : Epoch 1973 | loss: 0.0311545 | val_loss: 0.0311651 | Time: 1872.11 ms [2021-06-19 08:21:02 main:581] : INFO : Epoch 1974 | loss: 0.0311541 | val_loss: 0.0311636 | Time: 1877.13 ms [2021-06-19 08:21:04 main:581] : INFO : Epoch 1975 | loss: 0.0311547 | val_loss: 0.0311635 | Time: 1852.51 ms [2021-06-19 08:21:06 main:581] : INFO : Epoch 1976 | loss: 0.0311541 | val_loss: 0.0311624 | Time: 1868.4 ms [2021-06-19 08:21:08 main:581] : INFO : Epoch 1977 | loss: 0.0311519 | val_loss: 0.0311628 | Time: 1882.31 ms [2021-06-19 08:21:10 main:581] : INFO : Epoch 1978 | loss: 0.0311521 | val_loss: 0.0311609 | Time: 1850.36 ms [2021-06-19 08:21:11 main:581] : INFO : Epoch 1979 | loss: 0.031151 | val_loss: 0.0311621 | Time: 1878.76 ms [2021-06-19 08:21:13 main:581] : INFO : Epoch 1980 | loss: 0.0311509 | val_loss: 0.0311619 | Time: 1831.92 ms [2021-06-19 08:21:15 main:581] : INFO : Epoch 1981 | loss: 0.0311508 | val_loss: 0.0311639 | Time: 1846.19 ms [2021-06-19 08:21:17 main:581] : INFO : Epoch 1982 | loss: 0.0311509 | val_loss: 0.0311612 | Time: 1865.63 ms [2021-06-19 08:21:19 main:581] : INFO : Epoch 1983 | loss: 0.0311499 | val_loss: 0.0311603 | Time: 1852.02 ms [2021-06-19 08:21:21 main:581] : INFO : Epoch 1984 | loss: 0.0311503 | val_loss: 0.0311607 | Time: 1866.58 ms [2021-06-19 08:21:23 main:581] : INFO : Epoch 1985 | loss: 0.0311502 | val_loss: 0.0311617 | Time: 1901.22 ms [2021-06-19 08:21:25 main:581] : INFO : Epoch 1986 | loss: 0.0311484 | val_loss: 0.0311601 | Time: 1883.5 ms [2021-06-19 08:21:26 main:581] : INFO : Epoch 1987 | loss: 0.0311476 | val_loss: 0.0311611 | Time: 1863.9 ms [2021-06-19 08:21:28 main:581] : INFO : Epoch 1988 | loss: 0.0311483 | val_loss: 0.0311631 | Time: 1848.69 ms [2021-06-19 08:21:30 main:581] : INFO : Epoch 1989 | loss: 0.0311494 | val_loss: 0.0311602 | Time: 1866.39 ms [2021-06-19 08:21:32 main:581] : INFO : Epoch 1990 | loss: 0.0311479 | val_loss: 0.0311635 | Time: 1846.01 ms [2021-06-19 08:21:34 main:581] : INFO : Epoch 1991 | loss: 0.0311476 | val_loss: 0.0311608 | Time: 1828.91 ms [2021-06-19 08:21:36 main:581] : INFO : Epoch 1992 | loss: 0.0311466 | val_loss: 0.0311608 | Time: 1857.18 ms [2021-06-19 08:21:38 main:581] : INFO : Epoch 1993 | loss: 0.0311473 | val_loss: 0.0311589 | Time: 1896.11 ms [2021-06-19 08:21:39 main:581] : INFO : Epoch 1994 | loss: 0.031147 | val_loss: 0.0311595 | Time: 1819.95 ms [2021-06-19 08:21:41 main:581] : INFO : Epoch 1995 | loss: 0.0311474 | val_loss: 0.0311606 | Time: 1811.66 ms [2021-06-19 08:21:43 main:581] : INFO : Epoch 1996 | loss: 0.031147 | val_loss: 0.0311605 | Time: 1840.37 ms [2021-06-19 08:21:45 main:581] : INFO : Epoch 1997 | loss: 0.0311466 | val_loss: 0.0311593 | Time: 1840.76 ms [2021-06-19 08:21:47 main:581] : INFO : Epoch 1998 | loss: 0.0311457 | val_loss: 0.0311587 | Time: 1838.25 ms [2021-06-19 08:21:49 main:581] : INFO : Epoch 1999 | loss: 0.0311453 | val_loss: 0.0311589 | Time: 1835.22 ms [2021-06-19 08:21:50 main:581] : INFO : Epoch 2000 | loss: 0.0311453 | val_loss: 0.0311586 | Time: 1851.24 ms [2021-06-19 08:21:52 main:581] : INFO : Epoch 2001 | loss: 0.0311449 | val_loss: 0.0311595 | Time: 1871.71 ms [2021-06-19 08:21:54 main:581] : INFO : Epoch 2002 | loss: 0.0311454 | val_loss: 0.0311592 | Time: 1854.92 ms [2021-06-19 08:21:56 main:581] : INFO : Epoch 2003 | loss: 0.0311458 | val_loss: 0.031159 | Time: 1865.02 ms [2021-06-19 08:21:58 main:581] : INFO : Epoch 2004 | loss: 0.0311457 | val_loss: 0.0311594 | Time: 1781.95 ms [2021-06-19 08:22:00 main:581] : INFO : Epoch 2005 | loss: 0.0311445 | val_loss: 0.0311595 | Time: 1862.35 ms [2021-06-19 08:22:01 main:581] : INFO : Epoch 2006 | loss: 0.0311449 | val_loss: 0.0311572 | Time: 1862.29 ms [2021-06-19 08:22:03 main:581] : INFO : Epoch 2007 | loss: 0.0311449 | val_loss: 0.0311594 | Time: 1855.45 ms [2021-06-19 08:22:05 main:581] : INFO : Epoch 2008 | loss: 0.0311454 | val_loss: 0.0311602 | Time: 1848.32 ms [2021-06-19 08:22:07 main:581] : INFO : Epoch 2009 | loss: 0.0311442 | val_loss: 0.0311591 | Time: 1841.64 ms [2021-06-19 08:22:09 main:581] : INFO : Epoch 2010 | loss: 0.0311433 | val_loss: 0.0311579 | Time: 1848.89 ms [2021-06-19 08:22:11 main:581] : INFO : Epoch 2011 | loss: 0.0311444 | val_loss: 0.0311587 | Time: 1840.98 ms [2021-06-19 08:22:13 main:581] : INFO : Epoch 2012 | loss: 0.0311432 | val_loss: 0.0311577 | Time: 1832.12 ms [2021-06-19 08:22:14 main:581] : INFO : Epoch 2013 | loss: 0.0311429 | val_loss: 0.0311568 | Time: 1853.69 ms [2021-06-19 08:22:16 main:581] : INFO : Epoch 2014 | loss: 0.031142 | val_loss: 0.0311589 | Time: 1886.57 ms [2021-06-19 08:22:18 main:581] : INFO : Epoch 2015 | loss: 0.0311438 | val_loss: 0.0311589 | Time: 1868.5 ms [2021-06-19 08:22:20 main:581] : INFO : Epoch 2016 | loss: 0.0311476 | val_loss: 0.0311624 | Time: 1861.29 ms [2021-06-19 08:22:22 main:581] : INFO : Epoch 2017 | loss: 0.0311512 | val_loss: 0.0311633 | Time: 1850.49 ms [2021-06-19 08:22:24 main:581] : INFO : Epoch 2018 | loss: 0.0311492 | val_loss: 0.0311611 | Time: 1851.19 ms [2021-06-19 08:22:26 main:581] : INFO : Epoch 2019 | loss: 0.0311462 | val_loss: 0.031164 | Time: 1854.32 ms [2021-06-19 08:22:27 main:581] : INFO : Epoch 2020 | loss: 0.0311466 | val_loss: 0.0311589 | Time: 1840.61 ms [2021-06-19 08:22:29 main:581] : INFO : Epoch 2021 | loss: 0.0311472 | val_loss: 0.0311581 | Time: 1859.69 ms [2021-06-19 08:22:31 main:581] : INFO : Epoch 2022 | loss: 0.0311462 | val_loss: 0.0311588 | Time: 1864.29 ms [2021-06-19 08:22:33 main:581] : INFO : Epoch 2023 | loss: 0.0311433 | val_loss: 0.0311589 | Time: 1860.71 ms [2021-06-19 08:22:35 main:581] : INFO : Epoch 2024 | loss: 0.0311427 | val_loss: 0.0311594 | Time: 1848.91 ms [2021-06-19 08:22:37 main:581] : INFO : Epoch 2025 | loss: 0.0311429 | val_loss: 0.0311571 | Time: 1853.01 ms [2021-06-19 08:22:39 main:581] : INFO : Epoch 2026 | loss: 0.0311465 | val_loss: 0.031156 | Time: 1864.33 ms [2021-06-19 08:22:40 main:581] : INFO : Epoch 2027 | loss: 0.0311466 | val_loss: 0.0311543 | Time: 1847.5 ms [2021-06-19 08:22:42 main:581] : INFO : Epoch 2028 | loss: 0.0311448 | val_loss: 0.0311584 | Time: 1862.43 ms [2021-06-19 08:22:44 main:581] : INFO : Epoch 2029 | loss: 0.0311456 | val_loss: 0.0311581 | Time: 1871.92 ms [2021-06-19 08:22:46 main:581] : INFO : Epoch 2030 | loss: 0.0311443 | val_loss: 0.0311557 | Time: 1867.5 ms [2021-06-19 08:22:48 main:581] : INFO : Epoch 2031 | loss: 0.0311422 | val_loss: 0.0311577 | Time: 1843.08 ms [2021-06-19 08:22:50 main:581] : INFO : Epoch 2032 | loss: 0.0311408 | val_loss: 0.0311569 | Time: 1840.99 ms [2021-06-19 08:22:52 main:581] : INFO : Epoch 2033 | loss: 0.0311425 | val_loss: 0.0311577 | Time: 1840.26 ms [2021-06-19 08:22:53 main:581] : INFO : Epoch 2034 | loss: 0.0311457 | val_loss: 0.031154 | Time: 1853.78 ms [2021-06-19 08:22:55 main:581] : INFO : Epoch 2035 | loss: 0.0311459 | val_loss: 0.031157 | Time: 1853.54 ms [2021-06-19 08:22:57 main:581] : INFO : Epoch 2036 | loss: 0.0311452 | val_loss: 0.0311532 | Time: 1833.35 ms [2021-06-19 08:22:59 main:581] : INFO : Epoch 2037 | loss: 0.0311422 | val_loss: 0.0311544 | Time: 1832.99 ms [2021-06-19 08:23:01 main:581] : INFO : Epoch 2038 | loss: 0.0311422 | val_loss: 0.0311595 | Time: 1855.24 ms [2021-06-19 08:23:03 main:581] : INFO : Epoch 2039 | loss: 0.0311443 | val_loss: 0.0311549 | Time: 1879.47 ms [2021-06-19 08:23:05 main:581] : INFO : Epoch 2040 | loss: 0.0311404 | val_loss: 0.0311535 | Time: 1901.26 ms [2021-06-19 08:23:06 main:581] : INFO : Epoch 2041 | loss: 0.0311385 | val_loss: 0.0311536 | Time: 1858.56 ms [2021-06-19 08:23:08 main:581] : INFO : Epoch 2042 | loss: 0.031137 | val_loss: 0.0311536 | Time: 1874.41 ms [2021-06-19 08:23:10 main:581] : INFO : Epoch 2043 | loss: 0.0311363 | val_loss: 0.0311532 | Time: 1846.68 ms [2021-06-19 08:23:12 main:581] : INFO : Epoch 2044 | loss: 0.0311376 | val_loss: 0.031154 | Time: 1893.22 ms [2021-06-19 08:23:14 main:581] : INFO : Epoch 2045 | loss: 0.0311377 | val_loss: 0.0311532 | Time: 1854.98 ms [2021-06-19 08:23:16 main:581] : INFO : Epoch 2046 | loss: 0.0311375 | val_loss: 0.0311551 | Time: 1843.24 ms [2021-06-19 08:23:18 main:581] : INFO : Epoch 2047 | loss: 0.0311361 | val_loss: 0.0311525 | Time: 1849.8 ms [2021-06-19 08:23:19 main:581] : INFO : Epoch 2048 | loss: 0.0311351 | val_loss: 0.0311505 | Time: 1840.13 ms [2021-06-19 08:23:19 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311505 [2021-06-19 08:23:19 main:610] : INFO : Saving end state to config to file [2021-06-19 08:23:19 main:615] : INFO : Success, exiting.. 08:23:19 (2742022): 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)