Task 5376884
| Name | ParityMachine-1622596654-26627-3_1 |
| Workunit | 3195258 |
| Created | 19 Jun 2021, 13:17:23 UTC |
| Sent | 19 Jun 2021, 13:23:55 UTC |
| Report deadline | 26 Jun 2021, 13:23:55 UTC |
| Received | 20 Jun 2021, 5:15:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 1 hours 3 min 31 sec |
| CPU time | 1 hours 3 min 27 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> :09 main:581] : INFO : Epoch 1538 | loss: 0.0311185 | val_loss: 0.0311437 | Time: 1890.5 ms [2021-06-19 23:59:11 main:581] : INFO : Epoch 1539 | loss: 0.0311179 | val_loss: 0.0311422 | Time: 1851.38 ms [2021-06-19 23:59:13 main:581] : INFO : Epoch 1540 | loss: 0.0311177 | val_loss: 0.0311412 | Time: 1848.49 ms [2021-06-19 23:59:15 main:581] : INFO : Epoch 1541 | loss: 0.031119 | val_loss: 0.0311362 | Time: 1845.99 ms [2021-06-19 23:59:17 main:581] : INFO : Epoch 1542 | loss: 0.0311152 | val_loss: 0.0311415 | Time: 1846.65 ms [2021-06-19 23:59:18 main:581] : INFO : Epoch 1543 | loss: 0.0311172 | val_loss: 0.031145 | Time: 1846 ms [2021-06-19 23:59:20 main:581] : INFO : Epoch 1544 | loss: 0.031116 | val_loss: 0.0311377 | Time: 1871.53 ms [2021-06-19 23:59:22 main:581] : INFO : Epoch 1545 | loss: 0.0311162 | val_loss: 0.0311371 | Time: 1847.87 ms [2021-06-19 23:59:24 main:581] : INFO : Epoch 1546 | loss: 0.0311128 | val_loss: 0.0311402 | Time: 1865.35 ms [2021-06-19 23:59:26 main:581] : INFO : Epoch 1547 | loss: 0.0311121 | val_loss: 0.031148 | Time: 1860.99 ms [2021-06-19 23:59:28 main:581] : INFO : Epoch 1548 | loss: 0.031113 | val_loss: 0.0311402 | Time: 1849.03 ms [2021-06-19 23:59:30 main:581] : INFO : Epoch 1549 | loss: 0.0311199 | val_loss: 0.0311364 | Time: 1847.86 ms [2021-06-19 23:59:31 main:581] : INFO : Epoch 1550 | loss: 0.031119 | val_loss: 0.03115 | Time: 1853.47 ms [2021-06-19 23:59:33 main:581] : INFO : Epoch 1551 | loss: 0.0311202 | val_loss: 0.0311392 | Time: 1863.3 ms [2021-06-19 23:59:35 main:581] : INFO : Epoch 1552 | loss: 0.0311212 | val_loss: 0.0311375 | Time: 1879.63 ms [2021-06-19 23:59:37 main:581] : INFO : Epoch 1553 | loss: 0.0311193 | val_loss: 0.0311349 | Time: 1873.55 ms [2021-06-19 23:59:39 main:581] : INFO : Epoch 1554 | loss: 0.0311165 | val_loss: 0.0311318 | Time: 1862.43 ms [2021-06-19 23:59:41 main:581] : INFO : Epoch 1555 | loss: 0.0311137 | val_loss: 0.0311352 | Time: 1867.62 ms [2021-06-19 23:59:43 main:581] : INFO : Epoch 1556 | loss: 0.0311115 | val_loss: 0.0311358 | Time: 1859.7 ms [2021-06-19 23:59:44 main:581] : INFO : Epoch 1557 | loss: 0.0311125 | val_loss: 0.0311359 | Time: 1856.38 ms [2021-06-19 23:59:46 main:581] : INFO : Epoch 1558 | loss: 0.0311119 | val_loss: 0.0311313 | Time: 1858.02 ms [2021-06-19 23:59:48 main:581] : INFO : Epoch 1559 | loss: 0.0311128 | val_loss: 0.03113 | Time: 1854.94 ms [2021-06-19 23:59:50 main:581] : INFO : Epoch 1560 | loss: 0.0311126 | val_loss: 0.0311304 | Time: 1852.36 ms [2021-06-19 23:59:52 main:581] : INFO : Epoch 1561 | loss: 0.0311112 | val_loss: 0.0311288 | Time: 1861.42 ms [2021-06-19 23:59:54 main:581] : INFO : Epoch 1562 | loss: 0.031111 | val_loss: 0.0311322 | Time: 1881.55 ms [2021-06-19 23:59:56 main:581] : INFO : Epoch 1563 | loss: 0.0311095 | val_loss: 0.0311306 | Time: 1860.37 ms [2021-06-19 23:59:57 main:581] : INFO : Epoch 1564 | loss: 0.0311093 | val_loss: 0.0311312 | Time: 1848.16 ms [2021-06-19 23:59:59 main:581] : INFO : Epoch 1565 | loss: 0.0311102 | val_loss: 0.0311342 | Time: 1878.7 ms [2021-06-20 00:00:01 main:581] : INFO : Epoch 1566 | loss: 0.0311103 | val_loss: 0.0311346 | Time: 1842.62 ms [2021-06-20 00:00:03 main:581] : INFO : Epoch 1567 | loss: 0.0311155 | val_loss: 0.0311312 | Time: 1853.32 ms [2021-06-20 00:00:05 main:581] : INFO : Epoch 1568 | loss: 0.0311133 | val_loss: 0.031131 | Time: 1865.24 ms [2021-06-20 00:00:07 main:581] : INFO : Epoch 1569 | loss: 0.03111 | val_loss: 0.0311306 | Time: 1854.84 ms [2021-06-20 00:00:09 main:581] : INFO : Epoch 1570 | loss: 0.0311104 | val_loss: 0.0311287 | Time: 1846.16 ms [2021-06-20 00:00:10 main:581] : INFO : Epoch 1571 | loss: 0.0311149 | val_loss: 0.0311284 | Time: 1852.39 ms [2021-06-20 00:00:12 main:581] : INFO : Epoch 1572 | loss: 0.0311128 | val_loss: 0.0311289 | Time: 1876.87 ms [2021-06-20 00:00:14 main:581] : INFO : Epoch 1573 | loss: 0.0311095 | val_loss: 0.0311351 | Time: 1850.74 ms [2021-06-20 00:00:16 main:581] : INFO : Epoch 1574 | loss: 0.0311074 | val_loss: 0.0311299 | Time: 1850.06 ms [2021-06-20 00:00:18 main:581] : INFO : Epoch 1575 | loss: 0.0311077 | val_loss: 0.0311342 | Time: 1866.84 ms [2021-06-20 00:00:20 main:581] : INFO : Epoch 1576 | loss: 0.0311076 | val_loss: 0.0311315 | Time: 1843.84 ms [2021-06-20 00:00:22 main:581] : INFO : Epoch 1577 | loss: 0.0311079 | val_loss: 0.031137 | Time: 1869.98 ms [2021-06-20 00:00:23 main:581] : INFO : Epoch 1578 | loss: 0.0311096 | val_loss: 0.031133 | Time: 1833.64 ms [2021-06-20 00:00:25 main:581] : INFO : Epoch 1579 | loss: 0.0311053 | val_loss: 0.0311375 | Time: 1891.83 ms [2021-06-20 00:00:27 main:581] : INFO : Epoch 1580 | loss: 0.0311062 | val_loss: 0.0311305 | Time: 1854.95 ms [2021-06-20 00:00:29 main:581] : INFO : Epoch 1581 | loss: 0.0311036 | val_loss: 0.0311388 | Time: 1896.05 ms [2021-06-20 00:00:31 main:581] : INFO : Epoch 1582 | loss: 0.0311039 | val_loss: 0.0311319 | Time: 1858.57 ms [2021-06-20 00:00:33 main:581] : INFO : Epoch 1583 | loss: 0.0311036 | val_loss: 0.0311324 | Time: 1846.53 ms [2021-06-20 00:00:35 main:581] : INFO : Epoch 1584 | loss: 0.031105 | val_loss: 0.0311347 | Time: 1856.34 ms [2021-06-20 00:00:36 main:581] : INFO : Epoch 1585 | loss: 0.0311039 | val_loss: 0.0311367 | Time: 1864.2 ms [2021-06-20 00:00:38 main:581] : INFO : Epoch 1586 | loss: 0.0311025 | val_loss: 0.0311327 | Time: 1862.76 ms [2021-06-20 00:00:40 main:581] : INFO : Epoch 1587 | loss: 0.0311106 | val_loss: 0.031138 | Time: 1850.24 ms [2021-06-20 00:00:42 main:581] : INFO : Epoch 1588 | loss: 0.031121 | val_loss: 0.0311336 | Time: 1863.55 ms [2021-06-20 00:00:44 main:581] : INFO : Epoch 1589 | loss: 0.0311175 | val_loss: 0.0311388 | Time: 1858.37 ms [2021-06-20 00:00:46 main:581] : INFO : Epoch 1590 | loss: 0.0311169 | val_loss: 0.0311318 | Time: 1867.1 ms [2021-06-20 00:00:48 main:581] : INFO : Epoch 1591 | loss: 0.0311174 | val_loss: 0.0311336 | Time: 1862.01 ms [2021-06-20 00:00:50 main:581] : INFO : Epoch 1592 | loss: 0.0311188 | val_loss: 0.0311332 | Time: 1850.84 ms [2021-06-20 00:00:51 main:581] : INFO : Epoch 1593 | loss: 0.0311175 | val_loss: 0.0311417 | Time: 1850.68 ms [2021-06-20 00:00:53 main:581] : INFO : Epoch 1594 | loss: 0.0311172 | val_loss: 0.0311323 | Time: 1830.8 ms [2021-06-20 00:00:55 main:581] : INFO : Epoch 1595 | loss: 0.0311164 | val_loss: 0.0311401 | Time: 1842.05 ms [2021-06-20 00:00:57 main:581] : INFO : Epoch 1596 | loss: 0.0311196 | val_loss: 0.0311417 | Time: 1857.72 ms [2021-06-20 00:00:59 main:581] : INFO : Epoch 1597 | loss: 0.0311159 | val_loss: 0.0311358 | Time: 1851.45 ms [2021-06-20 00:01:01 main:581] : INFO : Epoch 1598 | loss: 0.0311132 | val_loss: 0.0311307 | Time: 1835.09 ms [2021-06-20 00:01:02 main:581] : INFO : Epoch 1599 | loss: 0.0311108 | val_loss: 0.031133 | Time: 1852.99 ms [2021-06-20 00:01:04 main:581] : INFO : Epoch 1600 | loss: 0.0311121 | val_loss: 0.031144 | Time: 1858.15 ms [2021-06-20 00:01:06 main:581] : INFO : Epoch 1601 | loss: 0.0311184 | val_loss: 0.0311383 | Time: 1883.63 ms [2021-06-20 00:01:08 main:581] : INFO : Epoch 1602 | loss: 0.0311131 | val_loss: 0.0311316 | Time: 1898.76 ms [2021-06-20 00:01:10 main:581] : INFO : Epoch 1603 | loss: 0.031112 | val_loss: 0.0311329 | Time: 1897.11 ms [2021-06-20 00:01:12 main:581] : INFO : Epoch 1604 | loss: 0.0311105 | val_loss: 0.0311358 | Time: 1892.98 ms [2021-06-20 00:01:14 main:581] : INFO : Epoch 1605 | loss: 0.0311086 | val_loss: 0.0311361 | Time: 1865 ms [2021-06-20 00:01:16 main:581] : INFO : Epoch 1606 | loss: 0.0311081 | val_loss: 0.0311325 | Time: 1855.06 ms [2021-06-20 00:01:17 main:581] : INFO : Epoch 1607 | loss: 0.0311125 | val_loss: 0.0311349 | Time: 1846.01 ms [2021-06-20 00:01:19 main:581] : INFO : Epoch 1608 | loss: 0.0311092 | val_loss: 0.0311325 | Time: 1863.54 ms [2021-06-20 00:01:21 main:581] : INFO : Epoch 1609 | loss: 0.0311101 | val_loss: 0.0311356 | Time: 1848.55 ms [2021-06-20 00:01:23 main:581] : INFO : Epoch 1610 | loss: 0.0311101 | val_loss: 0.0311362 | Time: 1859.72 ms [2021-06-20 00:01:25 main:581] : INFO : Epoch 1611 | loss: 0.0311126 | val_loss: 0.0311388 | Time: 1835.28 ms [2021-06-20 00:01:27 main:581] : INFO : Epoch 1612 | loss: 0.0311186 | val_loss: 0.0311385 | Time: 1844.48 ms [2021-06-20 00:01:29 main:581] : INFO : Epoch 1613 | loss: 0.031123 | val_loss: 0.0311348 | Time: 1852.42 ms [2021-06-20 00:01:30 main:581] : INFO : Epoch 1614 | loss: 0.0311234 | val_loss: 0.0311382 | Time: 1879.02 ms [2021-06-20 00:01:32 main:581] : INFO : Epoch 1615 | loss: 0.0311202 | val_loss: 0.0311359 | Time: 1848.4 ms [2021-06-20 00:01:34 main:581] : INFO : Epoch 1616 | loss: 0.0311213 | val_loss: 0.0311384 | Time: 1859.64 ms [2021-06-20 00:01:36 main:581] : INFO : Epoch 1617 | loss: 0.0311204 | val_loss: 0.031135 | Time: 1861.62 ms [2021-06-20 00:01:38 main:581] : INFO : Epoch 1618 | loss: 0.0311176 | val_loss: 0.0311366 | Time: 1841.05 ms [2021-06-20 00:01:40 main:581] : INFO : Epoch 1619 | loss: 0.0311148 | val_loss: 0.0311409 | Time: 1854.47 ms [2021-06-20 00:01:42 main:581] : INFO : Epoch 1620 | loss: 0.0311128 | val_loss: 0.0311378 | Time: 1848.42 ms [2021-06-20 00:01:43 main:581] : INFO : Epoch 1621 | loss: 0.0311126 | val_loss: 0.0311376 | Time: 1840.25 ms [2021-06-20 00:01:45 main:581] : INFO : Epoch 1622 | loss: 0.0311116 | val_loss: 0.0311396 | Time: 1848.65 ms [2021-06-20 00:01:47 main:581] : INFO : Epoch 1623 | loss: 0.0311112 | val_loss: 0.0311397 | Time: 1862.14 ms [2021-06-20 00:01:49 main:581] : INFO : Epoch 1624 | loss: 0.0311092 | val_loss: 0.0311366 | Time: 1840.77 ms [2021-06-20 00:01:51 main:581] : INFO : Epoch 1625 | loss: 0.031116 | val_loss: 0.0311379 | Time: 1857.91 ms [2021-06-20 00:01:53 main:581] : INFO : Epoch 1626 | loss: 0.0311188 | val_loss: 0.0311366 | Time: 1856.47 ms [2021-06-20 00:01:54 main:581] : INFO : Epoch 1627 | loss: 0.0311239 | val_loss: 0.0311439 | Time: 1844.37 ms [2021-06-20 00:01:56 main:581] : INFO : Epoch 1628 | loss: 0.0311236 | val_loss: 0.0311387 | Time: 1866.65 ms [2021-06-20 00:01:58 main:581] : INFO : Epoch 1629 | loss: 0.0311204 | val_loss: 0.0311348 | Time: 1854.93 ms [2021-06-20 00:02:00 main:581] : INFO : Epoch 1630 | loss: 0.0311182 | val_loss: 0.031136 | Time: 1870.16 ms [2021-06-20 00:02:02 main:581] : INFO : Epoch 1631 | loss: 0.0311178 | val_loss: 0.0311392 | Time: 1898.73 ms [2021-06-20 00:02:04 main:581] : INFO : Epoch 1632 | loss: 0.0311162 | val_loss: 0.0311363 | Time: 1869.54 ms [2021-06-20 00:02:06 main:581] : INFO : Epoch 1633 | loss: 0.0311151 | val_loss: 0.031135 | Time: 1852.58 ms [2021-06-20 00:02:08 main:581] : INFO : Epoch 1634 | loss: 0.0311145 | val_loss: 0.0311338 | Time: 1864.84 ms [2021-06-20 00:02:09 main:581] : INFO : Epoch 1635 | loss: 0.0311136 | val_loss: 0.0311335 | Time: 1887.24 ms [2021-06-20 00:02:11 main:581] : INFO : Epoch 1636 | loss: 0.0311128 | val_loss: 0.0311339 | Time: 1849.31 ms [2021-06-20 00:02:13 main:581] : INFO : Epoch 1637 | loss: 0.0311136 | val_loss: 0.031131 | Time: 1859.72 ms [2021-06-20 00:02:15 main:581] : INFO : Epoch 1638 | loss: 0.0311128 | val_loss: 0.0311349 | Time: 1864 ms [2021-06-20 00:02:17 main:581] : INFO : Epoch 1639 | loss: 0.0311114 | val_loss: 0.0311351 | Time: 1853.5 ms [2021-06-20 00:02:19 main:581] : INFO : Epoch 1640 | loss: 0.0311088 | val_loss: 0.031135 | Time: 1862.08 ms [2021-06-20 00:02:21 main:581] : INFO : Epoch 1641 | loss: 0.0311094 | val_loss: 0.0311345 | Time: 1865.33 ms [2021-06-20 00:02:22 main:581] : INFO : Epoch 1642 | loss: 0.0311098 | val_loss: 0.0311417 | Time: 1853.15 ms [2021-06-20 00:02:24 main:581] : INFO : Epoch 1643 | loss: 0.0311085 | val_loss: 0.0311369 | Time: 1855.07 ms [2021-06-20 00:02:26 main:581] : INFO : Epoch 1644 | loss: 0.0311104 | val_loss: 0.0311347 | Time: 1853.48 ms [2021-06-20 00:02:28 main:581] : INFO : Epoch 1645 | loss: 0.0311098 | val_loss: 0.0311332 | Time: 1860.77 ms [2021-06-20 00:02:30 main:581] : INFO : Epoch 1646 | loss: 0.0311062 | val_loss: 0.0311345 | Time: 1858.96 ms [2021-06-20 00:02:32 main:581] : INFO : Epoch 1647 | loss: 0.0311051 | val_loss: 0.0311353 | Time: 1901.68 ms [2021-06-20 00:02:34 main:581] : INFO : Epoch 1648 | loss: 0.0311058 | val_loss: 0.0311385 | Time: 1861.51 ms [2021-06-20 00:02:36 main:581] : INFO : Epoch 1649 | loss: 0.0311053 | val_loss: 0.0311365 | Time: 1866.75 ms [2021-06-20 00:02:37 main:581] : INFO : Epoch 1650 | loss: 0.031107 | val_loss: 0.0311315 | Time: 1897.68 ms [2021-06-20 00:02:39 main:581] : INFO : Epoch 1651 | loss: 0.031106 | val_loss: 0.0311339 | Time: 1848.42 ms [2021-06-20 00:02:41 main:581] : INFO : Epoch 1652 | loss: 0.0311065 | val_loss: 0.0311377 | Time: 1872.59 ms [2021-06-20 00:02:43 main:581] : INFO : Epoch 1653 | loss: 0.0311054 | val_loss: 0.0311321 | Time: 1867.65 ms [2021-06-20 00:02:45 main:581] : INFO : Epoch 1654 | loss: 0.0311065 | val_loss: 0.0311339 | Time: 1875.08 ms [2021-06-20 00:02:47 main:581] : INFO : Epoch 1655 | loss: 0.0311056 | val_loss: 0.0311381 | Time: 1852.06 ms [2021-06-20 00:02:49 main:581] : INFO : Epoch 1656 | loss: 0.0311069 | val_loss: 0.0311345 | Time: 1846.54 ms [2021-06-20 00:02:50 main:581] : INFO : Epoch 1657 | loss: 0.0311054 | val_loss: 0.0311367 | Time: 1847.64 ms [2021-06-20 00:02:52 main:581] : INFO : Epoch 1658 | loss: 0.0311047 | val_loss: 0.0311354 | Time: 1823.6 ms [2021-06-20 00:02:54 main:581] : INFO : Epoch 1659 | loss: 0.0311043 | val_loss: 0.0311343 | Time: 1848.64 ms [2021-06-20 00:02:56 main:581] : INFO : Epoch 1660 | loss: 0.0311049 | val_loss: 0.0311359 | Time: 1851.16 ms [2021-06-20 00:02:58 main:581] : INFO : Epoch 1661 | loss: 0.0311056 | val_loss: 0.0311341 | Time: 1833.13 ms [2021-06-20 00:03:00 main:581] : INFO : Epoch 1662 | loss: 0.0311033 | val_loss: 0.0311335 | Time: 1862.17 ms [2021-06-20 00:03:01 main:581] : INFO : Epoch 1663 | loss: 0.0311038 | val_loss: 0.0311358 | Time: 1836.74 ms [2021-06-20 00:03:03 main:581] : INFO : Epoch 1664 | loss: 0.0311018 | val_loss: 0.0311363 | Time: 1844.6 ms [2021-06-20 00:03:05 main:581] : INFO : Epoch 1665 | loss: 0.0311027 | val_loss: 0.031132 | Time: 1877.12 ms [2021-06-20 00:03:07 main:581] : INFO : Epoch 1666 | loss: 0.031103 | val_loss: 0.0311327 | Time: 1830.61 ms [2021-06-20 00:03:09 main:581] : INFO : Epoch 1667 | loss: 0.0311036 | val_loss: 0.0311464 | Time: 1851.62 ms [2021-06-20 00:03:11 main:581] : INFO : Epoch 1668 | loss: 0.0311043 | val_loss: 0.0311289 | Time: 1853.19 ms [2021-06-20 00:03:13 main:581] : INFO : Epoch 1669 | loss: 0.0311054 | val_loss: 0.0311325 | Time: 1854.9 ms [2021-06-20 00:03:14 main:581] : INFO : Epoch 1670 | loss: 0.0311038 | val_loss: 0.0311325 | Time: 1861.1 ms [2021-06-20 00:03:16 main:581] : INFO : Epoch 1671 | loss: 0.0311016 | val_loss: 0.0311368 | Time: 1844.72 ms [2021-06-20 00:03:18 main:581] : INFO : Epoch 1672 | loss: 0.0311081 | val_loss: 0.0311306 | Time: 1847.67 ms [2021-06-20 00:03:20 main:581] : INFO : Epoch 1673 | loss: 0.0311102 | val_loss: 0.0311311 | Time: 1879.49 ms [2021-06-20 00:03:22 main:581] : INFO : Epoch 1674 | loss: 0.0311095 | val_loss: 0.0311272 | Time: 1842.86 ms [2021-06-20 00:03:24 main:581] : INFO : Epoch 1675 | loss: 0.0311081 | val_loss: 0.0311307 | Time: 1843.37 ms [2021-06-20 00:03:26 main:581] : INFO : Epoch 1676 | loss: 0.0311077 | val_loss: 0.0311331 | Time: 1835.05 ms [2021-06-20 00:03:27 main:581] : INFO : Epoch 1677 | loss: 0.031108 | val_loss: 0.0311338 | Time: 1841.98 ms [2021-06-20 00:03:29 main:581] : INFO : Epoch 1678 | loss: 0.0311047 | val_loss: 0.0311347 | Time: 1859.5 ms [2021-06-20 00:03:31 main:581] : INFO : Epoch 1679 | loss: 0.0311057 | val_loss: 0.0311356 | Time: 1834.05 ms [2021-06-20 00:03:33 main:581] : INFO : Epoch 1680 | loss: 0.0311049 | val_loss: 0.0311355 | Time: 1865.1 ms [2021-06-20 00:03:35 main:581] : INFO : Epoch 1681 | loss: 0.0311209 | val_loss: 0.0311391 | Time: 1897.94 ms [2021-06-20 00:03:37 main:581] : INFO : Epoch 1682 | loss: 0.0311246 | val_loss: 0.0311406 | Time: 1851.79 ms [2021-06-20 00:03:39 main:581] : INFO : Epoch 1683 | loss: 0.0311221 | val_loss: 0.0311445 | Time: 1865.77 ms [2021-06-20 00:03:40 main:581] : INFO : Epoch 1684 | loss: 0.0311205 | val_loss: 0.0311317 | Time: 1850.4 ms [2021-06-20 00:03:42 main:581] : INFO : Epoch 1685 | loss: 0.0311177 | val_loss: 0.0311365 | Time: 1850.33 ms [2021-06-20 00:03:44 main:581] : INFO : Epoch 1686 | loss: 0.0311165 | val_loss: 0.0311379 | Time: 1858.83 ms [2021-06-20 00:03:46 main:581] : INFO : Epoch 1687 | loss: 0.0311138 | val_loss: 0.0311341 | Time: 1856.76 ms [2021-06-20 00:03:48 main:581] : INFO : Epoch 1688 | loss: 0.0311128 | val_loss: 0.0311325 | Time: 1862.79 ms [2021-06-20 00:03:50 main:581] : INFO : Epoch 1689 | loss: 0.031114 | val_loss: 0.0311377 | Time: 1839.34 ms [2021-06-20 00:03:52 main:581] : INFO : Epoch 1690 | loss: 0.0311118 | val_loss: 0.0311315 | Time: 1835.91 ms [2021-06-20 00:03:53 main:581] : INFO : Epoch 1691 | loss: 0.0311105 | val_loss: 0.0311315 | Time: 1842.92 ms [2021-06-20 00:03:55 main:581] : INFO : Epoch 1692 | loss: 0.0311105 | val_loss: 0.0311318 | Time: 1859.89 ms [2021-06-20 00:03:57 main:581] : INFO : Epoch 1693 | loss: 0.03111 | val_loss: 0.0311341 | Time: 1866.12 ms [2021-06-20 00:03:59 main:581] : INFO : Epoch 1694 | loss: 0.0311097 | val_loss: 0.0311333 | Time: 1858.74 ms [2021-06-20 00:04:01 main:581] : INFO : Epoch 1695 | loss: 0.0311112 | val_loss: 0.0311341 | Time: 1857.84 ms [2021-06-20 00:04:03 main:581] : INFO : Epoch 1696 | loss: 0.0311105 | val_loss: 0.0311352 | Time: 1848.57 ms [2021-06-20 00:04:05 main:581] : INFO : Epoch 1697 | loss: 0.031112 | val_loss: 0.0311355 | Time: 1883.96 ms [2021-06-20 00:04:06 main:581] : INFO : Epoch 1698 | loss: 0.0311107 | val_loss: 0.0311352 | Time: 1859.98 ms [2021-06-20 00:04:08 main:581] : INFO : Epoch 1699 | loss: 0.031109 | val_loss: 0.0311376 | Time: 1857.04 ms [2021-06-20 00:04:10 main:581] : INFO : Epoch 1700 | loss: 0.0311092 | val_loss: 0.0311349 | Time: 1885.49 ms [2021-06-20 00:04:12 main:581] : INFO : Epoch 1701 | loss: 0.0311071 | val_loss: 0.0311341 | Time: 1878.92 ms [2021-06-20 00:04:14 main:581] : INFO : Epoch 1702 | loss: 0.031107 | val_loss: 0.0311328 | Time: 1846.77 ms [2021-06-20 00:04:16 main:581] : INFO : Epoch 1703 | loss: 0.031107 | val_loss: 0.0311424 | Time: 1853.79 ms [2021-06-20 00:04:18 main:581] : INFO : Epoch 1704 | loss: 0.0311053 | val_loss: 0.0311355 | Time: 1862.19 ms [2021-06-20 00:04:19 main:581] : INFO : Epoch 1705 | loss: 0.0311046 | val_loss: 0.031133 | Time: 1874.49 ms [2021-06-20 00:04:21 main:581] : INFO : Epoch 1706 | loss: 0.0311063 | val_loss: 0.0311383 | Time: 1858.88 ms [2021-06-20 00:04:23 main:581] : INFO : Epoch 1707 | loss: 0.0311069 | val_loss: 0.0311323 | Time: 1842.54 ms [2021-06-20 00:04:25 main:581] : INFO : Epoch 1708 | loss: 0.0311054 | val_loss: 0.0311357 | Time: 1861.97 ms [2021-06-20 00:04:27 main:581] : INFO : Epoch 1709 | loss: 0.031105 | val_loss: 0.0311328 | Time: 1829.26 ms [2021-06-20 00:04:29 main:581] : INFO : Epoch 1710 | loss: 0.0311052 | val_loss: 0.0311357 | Time: 1856.02 ms [2021-06-20 00:04:31 main:581] : INFO : Epoch 1711 | loss: 0.0311063 | val_loss: 0.0311403 | Time: 1854.1 ms [2021-06-20 00:04:32 main:581] : INFO : Epoch 1712 | loss: 0.0311042 | val_loss: 0.0311318 | Time: 1848.74 ms [2021-06-20 00:04:34 main:581] : INFO : Epoch 1713 | loss: 0.0311015 | val_loss: 0.0311328 | Time: 1855.25 ms [2021-06-20 00:04:36 main:581] : INFO : Epoch 1714 | loss: 0.0311015 | val_loss: 0.0311333 | Time: 1890 ms [2021-06-20 00:04:38 main:581] : INFO : Epoch 1715 | loss: 0.0311044 | val_loss: 0.0311289 | Time: 1876.08 ms [2021-06-20 00:04:40 main:581] : INFO : Epoch 1716 | loss: 0.0311023 | val_loss: 0.0311345 | Time: 1868.25 ms [2021-06-20 00:04:42 main:581] : INFO : Epoch 1717 | loss: 0.0311042 | val_loss: 0.0311322 | Time: 1846.09 ms [2021-06-20 00:04:44 main:581] : INFO : Epoch 1718 | loss: 0.0311026 | val_loss: 0.031136 | Time: 1846.52 ms [2021-06-20 00:04:45 main:581] : INFO : Epoch 1719 | loss: 0.031105 | val_loss: 0.0311357 | Time: 1826.93 ms [2021-06-20 00:04:47 main:581] : INFO : Epoch 1720 | loss: 0.0311028 | val_loss: 0.0311306 | Time: 1871.8 ms [2021-06-20 00:04:49 main:581] : INFO : Epoch 1721 | loss: 0.0311015 | val_loss: 0.0311295 | Time: 1842.81 ms [2021-06-20 00:04:51 main:581] : INFO : Epoch 1722 | loss: 0.0311012 | val_loss: 0.0311329 | Time: 1850.05 ms [2021-06-20 00:04:53 main:581] : INFO : Epoch 1723 | loss: 0.0311004 | val_loss: 0.0311339 | Time: 1890.81 ms [2021-06-20 00:04:55 main:581] : INFO : Epoch 1724 | loss: 0.0310976 | val_loss: 0.0311348 | Time: 1842.44 ms [2021-06-20 00:04:57 main:581] : INFO : Epoch 1725 | loss: 0.031097 | val_loss: 0.0311332 | Time: 1851.78 ms [2021-06-20 00:04:58 main:581] : INFO : Epoch 1726 | loss: 0.0310958 | val_loss: 0.0311336 | Time: 1863.64 ms [2021-06-20 00:05:00 main:581] : INFO : Epoch 1727 | loss: 0.031097 | val_loss: 0.0311349 | Time: 1854.78 ms [2021-06-20 00:05:02 main:581] : INFO : Epoch 1728 | loss: 0.0310988 | val_loss: 0.0311308 | Time: 1854.25 ms [2021-06-20 00:05:04 main:581] : INFO : Epoch 1729 | loss: 0.031098 | val_loss: 0.0311355 | Time: 1878.84 ms [2021-06-20 00:05:06 main:581] : INFO : Epoch 1730 | loss: 0.0310985 | val_loss: 0.0311318 | Time: 1862.7 ms [2021-06-20 00:05:08 main:581] : INFO : Epoch 1731 | loss: 0.0310988 | val_loss: 0.0311278 | Time: 1854.59 ms [2021-06-20 00:05:10 main:581] : INFO : Epoch 1732 | loss: 0.0310999 | val_loss: 0.0311315 | Time: 1899.78 ms [2021-06-20 00:05:12 main:581] : INFO : Epoch 1733 | loss: 0.0310983 | val_loss: 0.0311307 | Time: 1889.95 ms [2021-06-20 00:05:13 main:581] : INFO : Epoch 1734 | loss: 0.0310973 | val_loss: 0.0311302 | Time: 1883.32 ms [2021-06-20 00:05:15 main:581] : INFO : Epoch 1735 | loss: 0.0310936 | val_loss: 0.0311276 | Time: 1861.47 ms [2021-06-20 00:05:17 main:581] : INFO : Epoch 1736 | loss: 0.0310951 | val_loss: 0.0311256 | Time: 1841.04 ms [2021-06-20 00:05:19 main:581] : INFO : Epoch 1737 | loss: 0.0310978 | val_loss: 0.0311261 | Time: 1843.19 ms [2021-06-20 00:05:21 main:581] : INFO : Epoch 1738 | loss: 0.0310959 | val_loss: 0.0311288 | Time: 1851.19 ms [2021-06-20 00:05:23 main:581] : INFO : Epoch 1739 | loss: 0.0310974 | val_loss: 0.0311314 | Time: 1867.44 ms [2021-06-20 00:05:25 main:581] : INFO : Epoch 1740 | loss: 0.0310956 | val_loss: 0.0311354 | Time: 1872.18 ms [2021-06-20 00:05:26 main:581] : INFO : Epoch 1741 | loss: 0.031098 | val_loss: 0.0311347 | Time: 1857.02 ms [2021-06-20 00:05:28 main:581] : INFO : Epoch 1742 | loss: 0.0311037 | val_loss: 0.0311369 | Time: 1864.37 ms [2021-06-20 00:05:30 main:581] : INFO : Epoch 1743 | loss: 0.0311007 | val_loss: 0.0311425 | Time: 1804.41 ms [2021-06-20 00:05:32 main:581] : INFO : Epoch 1744 | loss: 0.0311029 | val_loss: 0.0311457 | Time: 1881.49 ms [2021-06-20 00:05:34 main:581] : INFO : Epoch 1745 | loss: 0.0311071 | val_loss: 0.0311399 | Time: 1867.67 ms [2021-06-20 00:05:36 main:581] : INFO : Epoch 1746 | loss: 0.0310973 | val_loss: 0.0311305 | Time: 1895.96 ms [2021-06-20 00:05:38 main:581] : INFO : Epoch 1747 | loss: 0.0310953 | val_loss: 0.0311295 | Time: 1856.3 ms [2021-06-20 00:05:39 main:581] : INFO : Epoch 1748 | loss: 0.0310932 | val_loss: 0.0311286 | Time: 1848.66 ms [2021-06-20 00:05:41 main:581] : INFO : Epoch 1749 | loss: 0.0310929 | val_loss: 0.0311281 | Time: 1855.7 ms [2021-06-20 00:05:43 main:581] : INFO : Epoch 1750 | loss: 0.0310966 | val_loss: 0.0311288 | Time: 1848.03 ms [2021-06-20 00:05:45 main:581] : INFO : Epoch 1751 | loss: 0.0311033 | val_loss: 0.0311276 | Time: 1851.47 ms [2021-06-20 00:05:47 main:581] : INFO : Epoch 1752 | loss: 0.0311013 | val_loss: 0.0311258 | Time: 1843.19 ms [2021-06-20 00:05:49 main:581] : INFO : Epoch 1753 | loss: 0.0310979 | val_loss: 0.0311271 | Time: 1859.32 ms [2021-06-20 00:05:51 main:581] : INFO : Epoch 1754 | loss: 0.0310945 | val_loss: 0.0311332 | Time: 1867.07 ms [2021-06-20 00:05:52 main:581] : INFO : Epoch 1755 | loss: 0.0310944 | val_loss: 0.031129 | Time: 1867.24 ms [2021-06-20 00:05:54 main:581] : INFO : Epoch 1756 | loss: 0.0310936 | val_loss: 0.0311293 | Time: 1874.27 ms [2021-06-20 00:05:56 main:581] : INFO : Epoch 1757 | loss: 0.0310929 | val_loss: 0.0311286 | Time: 1856.22 ms [2021-06-20 00:05:58 main:581] : INFO : Epoch 1758 | loss: 0.031092 | val_loss: 0.0311325 | Time: 1852.25 ms [2021-06-20 00:06:00 main:581] : INFO : Epoch 1759 | loss: 0.0310933 | val_loss: 0.0311333 | Time: 1867.43 ms [2021-06-20 00:06:02 main:581] : INFO : Epoch 1760 | loss: 0.0310935 | val_loss: 0.0311331 | Time: 1859.88 ms [2021-06-20 00:06:04 main:581] : INFO : Epoch 1761 | loss: 0.0310936 | val_loss: 0.0311324 | Time: 1857.78 ms [2021-06-20 00:06:05 main:581] : INFO : Epoch 1762 | loss: 0.0310929 | val_loss: 0.0311299 | Time: 1862.81 ms [2021-06-20 00:06:07 main:581] : INFO : Epoch 1763 | loss: 0.0310984 | val_loss: 0.0311332 | Time: 1859.03 ms [2021-06-20 00:06:09 main:581] : INFO : Epoch 1764 | loss: 0.031101 | val_loss: 0.03113 | Time: 1852.26 ms [2021-06-20 00:06:11 main:581] : INFO : Epoch 1765 | loss: 0.0310978 | val_loss: 0.0311317 | Time: 1864.9 ms [2021-06-20 00:06:13 main:581] : INFO : Epoch 1766 | loss: 0.0310966 | val_loss: 0.0311332 | Time: 1869.04 ms [2021-06-20 00:06:15 main:581] : INFO : Epoch 1767 | loss: 0.0310956 | val_loss: 0.0311363 | Time: 1885.63 ms [2021-06-20 00:06:17 main:581] : INFO : Epoch 1768 | loss: 0.0310967 | val_loss: 0.0311361 | Time: 1870.16 ms [2021-06-20 00:06:19 main:581] : INFO : Epoch 1769 | loss: 0.0310976 | val_loss: 0.0311313 | Time: 1858.6 ms [2021-06-20 00:06:20 main:581] : INFO : Epoch 1770 | loss: 0.0310957 | val_loss: 0.0311298 | Time: 1879.39 ms [2021-06-20 00:06:22 main:581] : INFO : Epoch 1771 | loss: 0.0310968 | val_loss: 0.0311321 | Time: 1900.02 ms [2021-06-20 00:06:24 main:581] : INFO : Epoch 1772 | loss: 0.0310954 | val_loss: 0.0311348 | Time: 1865.47 ms [2021-06-20 00:06:26 main:581] : INFO : Epoch 1773 | loss: 0.0310961 | val_loss: 0.0311334 | Time: 1856.64 ms [2021-06-20 00:06:28 main:581] : INFO : Epoch 1774 | loss: 0.0310968 | val_loss: 0.0311334 | Time: 1846.88 ms [2021-06-20 00:06:30 main:581] : INFO : Epoch 1775 | loss: 0.0310935 | val_loss: 0.0311331 | Time: 1871.18 ms [2021-06-20 00:06:32 main:581] : INFO : Epoch 1776 | loss: 0.0310902 | val_loss: 0.03113 | Time: 1850.77 ms [2021-06-20 00:06:33 main:581] : INFO : Epoch 1777 | loss: 0.0310916 | val_loss: 0.0311283 | Time: 1854.23 ms [2021-06-20 00:06:35 main:581] : INFO : Epoch 1778 | loss: 0.0310904 | val_loss: 0.0311323 | Time: 1888.22 ms [2021-06-20 00:06:37 main:581] : INFO : Epoch 1779 | loss: 0.031091 | val_loss: 0.0311324 | Time: 1886.29 ms [2021-06-20 00:06:39 main:581] : INFO : Epoch 1780 | loss: 0.0310899 | val_loss: 0.0311292 | Time: 1851.86 ms [2021-06-20 00:06:41 main:581] : INFO : Epoch 1781 | loss: 0.0310918 | val_loss: 0.0311324 | Time: 1846.13 ms [2021-06-20 00:06:43 main:581] : INFO : Epoch 1782 | loss: 0.0310901 | val_loss: 0.0311298 | Time: 1855.86 ms [2021-06-20 00:06:45 main:581] : INFO : Epoch 1783 | loss: 0.0310898 | val_loss: 0.0311309 | Time: 1866.63 ms [2021-06-20 00:06:46 main:581] : INFO : Epoch 1784 | loss: 0.0310883 | val_loss: 0.0311298 | Time: 1858.13 ms [2021-06-20 00:06:48 main:581] : INFO : Epoch 1785 | loss: 0.0310886 | val_loss: 0.0311293 | Time: 1893.5 ms [2021-06-20 00:06:50 main:581] : INFO : Epoch 1786 | loss: 0.0310908 | val_loss: 0.0311289 | Time: 1869.77 ms [2021-06-20 00:06:52 main:581] : INFO : Epoch 1787 | loss: 0.0310903 | val_loss: 0.0311286 | Time: 1853.06 ms [2021-06-20 00:06:54 main:581] : INFO : Epoch 1788 | loss: 0.0310918 | val_loss: 0.0311293 | Time: 1853.23 ms [2021-06-20 00:06:56 main:581] : INFO : Epoch 1789 | loss: 0.0310963 | val_loss: 0.031134 | Time: 1847.53 ms [2021-06-20 00:06:58 main:581] : INFO : Epoch 1790 | loss: 0.0310972 | val_loss: 0.0311308 | Time: 1893.52 ms [2021-06-20 00:07:00 main:581] : INFO : Epoch 1791 | loss: 0.0310923 | val_loss: 0.0311312 | Time: 1883.88 ms [2021-06-20 00:07:01 main:581] : INFO : Epoch 1792 | loss: 0.0310927 | val_loss: 0.0311331 | Time: 1859.55 ms [2021-06-20 00:07:03 main:581] : INFO : Epoch 1793 | loss: 0.0310918 | val_loss: 0.0311323 | Time: 1851.39 ms [2021-06-20 00:07:05 main:581] : INFO : Epoch 1794 | loss: 0.031093 | val_loss: 0.0311313 | Time: 1875.32 ms [2021-06-20 00:07:07 main:581] : INFO : Epoch 1795 | loss: 0.0310968 | val_loss: 0.0311305 | Time: 1890.12 ms [2021-06-20 00:07:09 main:581] : INFO : Epoch 1796 | loss: 0.0310955 | val_loss: 0.0311294 | Time: 1874.78 ms [2021-06-20 00:07:11 main:581] : INFO : Epoch 1797 | loss: 0.0310957 | val_loss: 0.0311306 | Time: 1861.7 ms [2021-06-20 00:07:13 main:581] : INFO : Epoch 1798 | loss: 0.031095 | val_loss: 0.0311322 | Time: 1863.47 ms [2021-06-20 00:07:15 main:581] : INFO : Epoch 1799 | loss: 0.0310941 | val_loss: 0.0311279 | Time: 1885.58 ms [2021-06-20 00:07:16 main:581] : INFO : Epoch 1800 | loss: 0.0310942 | val_loss: 0.0311335 | Time: 1854.56 ms [2021-06-20 00:07:18 main:581] : INFO : Epoch 1801 | loss: 0.0310956 | val_loss: 0.0311282 | Time: 1850.26 ms [2021-06-20 00:07:20 main:581] : INFO : Epoch 1802 | loss: 0.0310996 | val_loss: 0.0311278 | Time: 1848.3 ms [2021-06-20 00:07:22 main:581] : INFO : Epoch 1803 | loss: 0.0311026 | val_loss: 0.0311288 | Time: 1855.51 ms [2021-06-20 00:07:24 main:581] : INFO : Epoch 1804 | loss: 0.0310985 | val_loss: 0.0311284 | Time: 1876.93 ms [2021-06-20 00:07:26 main:581] : INFO : Epoch 1805 | loss: 0.0310991 | val_loss: 0.031132 | Time: 1866.38 ms [2021-06-20 00:07:28 main:581] : INFO : Epoch 1806 | loss: 0.0310973 | val_loss: 0.0311314 | Time: 1852.28 ms [2021-06-20 00:07:29 main:581] : INFO : Epoch 1807 | loss: 0.0311012 | val_loss: 0.0311299 | Time: 1867.76 ms [2021-06-20 00:07:31 main:581] : INFO : Epoch 1808 | loss: 0.0310954 | val_loss: 0.0311292 | Time: 1848.13 ms [2021-06-20 00:07:33 main:581] : INFO : Epoch 1809 | loss: 0.0310928 | val_loss: 0.0311282 | Time: 1852.57 ms [2021-06-20 00:07:35 main:581] : INFO : Epoch 1810 | loss: 0.0310926 | val_loss: 0.031131 | Time: 1888.63 ms [2021-06-20 00:07:37 main:581] : INFO : Epoch 1811 | loss: 0.0310934 | val_loss: 0.03113 | Time: 1884.79 ms [2021-06-20 00:07:39 main:581] : INFO : Epoch 1812 | loss: 0.0310938 | val_loss: 0.0311317 | Time: 1902.94 ms [2021-06-20 00:07:41 main:581] : INFO : Epoch 1813 | loss: 0.0310917 | val_loss: 0.0311298 | Time: 1892.64 ms [2021-06-20 00:07:43 main:581] : INFO : Epoch 1814 | loss: 0.0310896 | val_loss: 0.0311301 | Time: 1866.88 ms [2021-06-20 00:07:44 main:581] : INFO : Epoch 1815 | loss: 0.0310891 | val_loss: 0.0311311 | Time: 1874.71 ms [2021-06-20 00:07:46 main:581] : INFO : Epoch 1816 | loss: 0.0310873 | val_loss: 0.0311297 | Time: 1848.74 ms [2021-06-20 00:07:48 main:581] : INFO : Epoch 1817 | loss: 0.0310896 | val_loss: 0.031132 | Time: 1860.97 ms [2021-06-20 00:07:50 main:581] : INFO : Epoch 1818 | loss: 0.0310927 | val_loss: 0.031133 | Time: 1870.54 ms [2021-06-20 00:07:52 main:581] : INFO : Epoch 1819 | loss: 0.0310907 | val_loss: 0.0311299 | Time: 1865.34 ms [2021-06-20 00:07:54 main:581] : INFO : Epoch 1820 | loss: 0.0310905 | val_loss: 0.0311298 | Time: 1847.39 ms [2021-06-20 00:07:56 main:581] : INFO : Epoch 1821 | loss: 0.031093 | val_loss: 0.031133 | Time: 1849.75 ms [2021-06-20 00:07:57 main:581] : INFO : Epoch 1822 | loss: 0.0310938 | val_loss: 0.0311272 | Time: 1856.24 ms [2021-06-20 00:07:59 main:581] : INFO : Epoch 1823 | loss: 0.031092 | val_loss: 0.0311258 | Time: 1869.22 ms [2021-06-20 00:08:01 main:581] : INFO : Epoch 1824 | loss: 0.0310925 | val_loss: 0.0311257 | Time: 1890.92 ms [2021-06-20 00:08:03 main:581] : INFO : Epoch 1825 | loss: 0.031093 | val_loss: 0.0311302 | Time: 1919.56 ms [2021-06-20 00:08:05 main:581] : INFO : Epoch 1826 | loss: 0.0310933 | val_loss: 0.0311277 | Time: 1873.53 ms [2021-06-20 00:08:07 main:581] : INFO : Epoch 1827 | loss: 0.0310905 | val_loss: 0.0311276 | Time: 1832.76 ms [2021-06-20 00:08:09 main:581] : INFO : Epoch 1828 | loss: 0.0310909 | val_loss: 0.0311301 | Time: 1850.4 ms [2021-06-20 00:08:11 main:581] : INFO : Epoch 1829 | loss: 0.03109 | val_loss: 0.0311297 | Time: 1843.67 ms [2021-06-20 00:08:12 main:581] : INFO : Epoch 1830 | loss: 0.0310927 | val_loss: 0.0311347 | Time: 1838.62 ms [2021-06-20 00:08:14 main:581] : INFO : Epoch 1831 | loss: 0.0310899 | val_loss: 0.031129 | Time: 1848.73 ms [2021-06-20 00:08:16 main:581] : INFO : Epoch 1832 | loss: 0.03109 | val_loss: 0.0311304 | Time: 1869.58 ms [2021-06-20 00:08:18 main:581] : INFO : Epoch 1833 | loss: 0.0310886 | val_loss: 0.0311296 | Time: 1869.94 ms [2021-06-20 00:08:20 main:581] : INFO : Epoch 1834 | loss: 0.0310902 | val_loss: 0.0311291 | Time: 1844.13 ms [2021-06-20 00:08:22 main:581] : INFO : Epoch 1835 | loss: 0.0310905 | val_loss: 0.0311314 | Time: 1863.64 ms [2021-06-20 00:08:23 main:581] : INFO : Epoch 1836 | loss: 0.0310882 | val_loss: 0.0311284 | Time: 1844.82 ms [2021-06-20 00:08:25 main:581] : INFO : Epoch 1837 | loss: 0.0310913 | val_loss: 0.0311288 | Time: 1856.11 ms [2021-06-20 00:08:27 main:581] : INFO : Epoch 1838 | loss: 0.0310917 | val_loss: 0.0311279 | Time: 1863.17 ms [2021-06-20 00:08:29 main:581] : INFO : Epoch 1839 | loss: 0.0310918 | val_loss: 0.0311291 | Time: 1878.25 ms [2021-06-20 00:08:31 main:581] : INFO : Epoch 1840 | loss: 0.0310915 | val_loss: 0.0311309 | Time: 1882.11 ms [2021-06-20 00:08:33 main:581] : INFO : Epoch 1841 | loss: 0.0310906 | val_loss: 0.0311298 | Time: 1878.86 ms [2021-06-20 00:08:35 main:581] : INFO : Epoch 1842 | loss: 0.0310901 | val_loss: 0.0311285 | Time: 1855.87 ms [2021-06-20 00:08:37 main:581] : INFO : Epoch 1843 | loss: 0.03109 | val_loss: 0.0311283 | Time: 1861.52 ms [2021-06-20 00:08:38 main:581] : INFO : Epoch 1844 | loss: 0.0310901 | val_loss: 0.0311297 | Time: 1854.59 ms [2021-06-20 00:08:40 main:581] : INFO : Epoch 1845 | loss: 0.0310944 | val_loss: 0.0311334 | Time: 1854.81 ms [2021-06-20 00:08:42 main:581] : INFO : Epoch 1846 | loss: 0.0310914 | val_loss: 0.0311294 | Time: 1858.64 ms [2021-06-20 00:08:44 main:581] : INFO : Epoch 1847 | loss: 0.0310947 | val_loss: 0.0311336 | Time: 1836.58 ms [2021-06-20 00:08:46 main:581] : INFO : Epoch 1848 | loss: 0.0310909 | val_loss: 0.031134 | Time: 1815.46 ms [2021-06-20 00:08:48 main:581] : INFO : Epoch 1849 | loss: 0.031088 | val_loss: 0.0311332 | Time: 1856.92 ms [2021-06-20 00:08:50 main:581] : INFO : Epoch 1850 | loss: 0.0310919 | val_loss: 0.0311324 | Time: 1842.56 ms [2021-06-20 00:08:51 main:581] : INFO : Epoch 1851 | loss: 0.0310926 | val_loss: 0.0311308 | Time: 1848.67 ms [2021-06-20 00:08:53 main:581] : INFO : Epoch 1852 | loss: 0.0310921 | val_loss: 0.0311339 | Time: 1921.47 ms [2021-06-20 00:08:55 main:581] : INFO : Epoch 1853 | loss: 0.0310907 | val_loss: 0.0311321 | Time: 1882.3 ms [2021-06-20 00:08:57 main:581] : INFO : Epoch 1854 | loss: 0.0310933 | val_loss: 0.0311309 | Time: 1884.71 ms [2021-06-20 00:08:59 main:581] : INFO : Epoch 1855 | loss: 0.0310913 | val_loss: 0.0311294 | Time: 1851.51 ms [2021-06-20 00:09:01 main:581] : INFO : Epoch 1856 | loss: 0.0310899 | val_loss: 0.0311349 | Time: 1866.41 ms [2021-06-20 00:09:03 main:581] : INFO : Epoch 1857 | loss: 0.0310892 | val_loss: 0.0311323 | Time: 1892.52 ms [2021-06-20 00:09:05 main:581] : INFO : Epoch 1858 | loss: 0.0310906 | val_loss: 0.031128 | Time: 1877.83 ms [2021-06-20 00:09:06 main:581] : INFO : Epoch 1859 | loss: 0.0310972 | val_loss: 0.0311343 | Time: 1898.5 ms [2021-06-20 00:09:08 main:581] : INFO : Epoch 1860 | loss: 0.0310984 | val_loss: 0.0311303 | Time: 1856.63 ms [2021-06-20 00:09:10 main:581] : INFO : Epoch 1861 | loss: 0.0310988 | val_loss: 0.0311466 | Time: 1846.21 ms [2021-06-20 00:09:12 main:581] : INFO : Epoch 1862 | loss: 0.0310957 | val_loss: 0.0311337 | Time: 1862.68 ms [2021-06-20 00:09:14 main:581] : INFO : Epoch 1863 | loss: 0.0310936 | val_loss: 0.0311297 | Time: 1853.6 ms [2021-06-20 00:09:16 main:581] : INFO : Epoch 1864 | loss: 0.031095 | val_loss: 0.031129 | Time: 1853.05 ms [2021-06-20 00:09:18 main:581] : INFO : Epoch 1865 | loss: 0.0310937 | val_loss: 0.0311325 | Time: 1856.13 ms [2021-06-20 00:09:19 main:581] : INFO : Epoch 1866 | loss: 0.0310931 | val_loss: 0.0311353 | Time: 1859.73 ms [2021-06-20 00:09:21 main:581] : INFO : Epoch 1867 | loss: 0.0310971 | val_loss: 0.0311369 | Time: 1852.69 ms [2021-06-20 00:09:23 main:581] : INFO : Epoch 1868 | loss: 0.0310966 | val_loss: 0.0311379 | Time: 1879.53 ms [2021-06-20 00:09:25 main:581] : INFO : Epoch 1869 | loss: 0.0310947 | val_loss: 0.0311313 | Time: 1863.75 ms [2021-06-20 00:09:27 main:581] : INFO : Epoch 1870 | loss: 0.0310917 | val_loss: 0.0311377 | Time: 1877.2 ms [2021-06-20 00:09:29 main:581] : INFO : Epoch 1871 | loss: 0.0310921 | val_loss: 0.0311297 | Time: 1853.94 ms [2021-06-20 00:09:31 main:581] : INFO : Epoch 1872 | loss: 0.0310976 | val_loss: 0.0311325 | Time: 1856.81 ms [2021-06-20 00:09:32 main:581] : INFO : Epoch 1873 | loss: 0.0310966 | val_loss: 0.0311325 | Time: 1848.47 ms [2021-06-20 00:09:34 main:581] : INFO : Epoch 1874 | loss: 0.0310916 | val_loss: 0.0311304 | Time: 1856.87 ms [2021-06-20 00:09:36 main:581] : INFO : Epoch 1875 | loss: 0.0310896 | val_loss: 0.0311324 | Time: 1841.33 ms [2021-06-20 00:09:38 main:581] : INFO : Epoch 1876 | loss: 0.031089 | val_loss: 0.0311327 | Time: 1873.87 ms [2021-06-20 00:09:40 main:581] : INFO : Epoch 1877 | loss: 0.0310905 | val_loss: 0.0311318 | Time: 1860.29 ms [2021-06-20 00:09:42 main:581] : INFO : Epoch 1878 | loss: 0.0310919 | val_loss: 0.0311241 | Time: 1857.64 ms [2021-06-20 00:09:44 main:581] : INFO : Epoch 1879 | loss: 0.0310908 | val_loss: 0.0311313 | Time: 1887.65 ms [2021-06-20 00:09:45 main:581] : INFO : Epoch 1880 | loss: 0.0310955 | val_loss: 0.0311293 | Time: 1866.8 ms [2021-06-20 00:09:47 main:581] : INFO : Epoch 1881 | loss: 0.031094 | val_loss: 0.0311309 | Time: 1855.91 ms [2021-06-20 00:09:49 main:581] : INFO : Epoch 1882 | loss: 0.0310927 | val_loss: 0.0311284 | Time: 1866.2 ms [2021-06-20 00:09:51 main:581] : INFO : Epoch 1883 | loss: 0.0310936 | val_loss: 0.0311291 | Time: 1862.15 ms [2021-06-20 00:09:53 main:581] : INFO : Epoch 1884 | loss: 0.0310922 | val_loss: 0.0311291 | Time: 1876.03 ms [2021-06-20 00:09:55 main:581] : INFO : Epoch 1885 | loss: 0.0310947 | val_loss: 0.0311314 | Time: 1851.56 ms [2021-06-20 00:09:57 main:581] : INFO : Epoch 1886 | loss: 0.0310938 | val_loss: 0.0311316 | Time: 1864.39 ms [2021-06-20 00:09:59 main:581] : INFO : Epoch 1887 | loss: 0.0310962 | val_loss: 0.0311372 | Time: 1855.02 ms [2021-06-20 00:10:00 main:581] : INFO : Epoch 1888 | loss: 0.0310983 | val_loss: 0.0311345 | Time: 1842.72 ms [2021-06-20 00:10:02 main:581] : INFO : Epoch 1889 | loss: 0.0310964 | val_loss: 0.0311318 | Time: 1852.05 ms [2021-06-20 00:10:04 main:581] : INFO : Epoch 1890 | loss: 0.0310935 | val_loss: 0.0311339 | Time: 1820.97 ms [2021-06-20 00:10:06 main:581] : INFO : Epoch 1891 | loss: 0.0310955 | val_loss: 0.0311355 | Time: 1844.54 ms [2021-06-20 00:10:08 main:581] : INFO : Epoch 1892 | loss: 0.0310982 | val_loss: 0.0311318 | Time: 1850.01 ms [2021-06-20 00:10:10 main:581] : INFO : Epoch 1893 | loss: 0.0310943 | val_loss: 0.0311302 | Time: 1878.73 ms [2021-06-20 00:10:11 main:581] : INFO : Epoch 1894 | loss: 0.0310931 | val_loss: 0.0311266 | Time: 1882.44 ms [2021-06-20 00:10:13 main:581] : INFO : Epoch 1895 | loss: 0.0311007 | val_loss: 0.0311378 | Time: 1904.69 ms [2021-06-20 00:10:15 main:581] : INFO : Epoch 1896 | loss: 0.0311033 | val_loss: 0.0311479 | Time: 1890.44 ms [2021-06-20 00:10:17 main:581] : INFO : Epoch 1897 | loss: 0.0327523 | val_loss: 0.0339084 | Time: 1871.96 ms [2021-06-20 00:10:19 main:581] : INFO : Epoch 1898 | loss: 0.0326155 | val_loss: 0.0314355 | Time: 1858.42 ms [2021-06-20 00:10:21 main:581] : INFO : Epoch 1899 | loss: 0.031946 | val_loss: 0.0314052 | Time: 1854.39 ms [2021-06-20 00:10:23 main:581] : INFO : Epoch 1900 | loss: 0.0314696 | val_loss: 0.0312461 | Time: 1852.77 ms [2021-06-20 00:10:25 main:581] : INFO : Epoch 1901 | loss: 0.0311792 | val_loss: 0.0311485 | Time: 1857.84 ms [2021-06-20 00:10:26 main:581] : INFO : Epoch 1902 | loss: 0.0311243 | val_loss: 0.0311333 | Time: 1857.28 ms [2021-06-20 00:10:28 main:581] : INFO : Epoch 1903 | loss: 0.0311084 | val_loss: 0.0311336 | Time: 1863.65 ms [2021-06-20 00:10:30 main:581] : INFO : Epoch 1904 | loss: 0.031102 | val_loss: 0.0311284 | Time: 1859.2 ms [2021-06-20 00:10:32 main:581] : INFO : Epoch 1905 | loss: 0.0311033 | val_loss: 0.0311279 | Time: 1822.98 ms [2021-06-20 00:10:34 main:581] : INFO : Epoch 1906 | loss: 0.0310992 | val_loss: 0.0311282 | Time: 1873.71 ms [2021-06-20 00:10:36 main:581] : INFO : Epoch 1907 | loss: 0.0310977 | val_loss: 0.0311299 | Time: 1883.81 ms [2021-06-20 00:10:38 main:581] : INFO : Epoch 1908 | loss: 0.0310966 | val_loss: 0.0311305 | Time: 1822.41 ms [2021-06-20 00:10:39 main:581] : INFO : Epoch 1909 | loss: 0.0310928 | val_loss: 0.0311321 | Time: 1856.71 ms [2021-06-20 00:10:41 main:581] : INFO : Epoch 1910 | loss: 0.0310934 | val_loss: 0.031131 | Time: 1850.04 ms [2021-06-20 00:10:43 main:581] : INFO : Epoch 1911 | loss: 0.0310917 | val_loss: 0.0311341 | Time: 1866.1 ms [2021-06-20 00:10:45 main:581] : INFO : Epoch 1912 | loss: 0.0310902 | val_loss: 0.0311333 | Time: 1888.34 ms [2021-06-20 00:10:47 main:581] : INFO : Epoch 1913 | loss: 0.0310876 | val_loss: 0.0311305 | Time: 1841.08 ms [2021-06-20 00:10:49 main:581] : INFO : Epoch 1914 | loss: 0.0310872 | val_loss: 0.0311341 | Time: 1801.93 ms [2021-06-20 00:10:51 main:581] : INFO : Epoch 1915 | loss: 0.0310881 | val_loss: 0.0311336 | Time: 1860.41 ms [2021-06-20 00:10:52 main:581] : INFO : Epoch 1916 | loss: 0.0310904 | val_loss: 0.0311301 | Time: 1865.52 ms [2021-06-20 00:10:54 main:581] : INFO : Epoch 1917 | loss: 0.0310969 | val_loss: 0.0311303 | Time: 1855.84 ms [2021-06-20 00:10:56 main:581] : INFO : Epoch 1918 | loss: 0.0310996 | val_loss: 0.0311292 | Time: 1850.06 ms [2021-06-20 00:10:58 main:581] : INFO : Epoch 1919 | loss: 0.0310991 | val_loss: 0.0311267 | Time: 1872.1 ms [2021-06-20 00:11:00 main:581] : INFO : Epoch 1920 | loss: 0.0310988 | val_loss: 0.0311255 | Time: 1883.09 ms [2021-06-20 00:11:02 main:581] : INFO : Epoch 1921 | loss: 0.0310987 | val_loss: 0.0311277 | Time: 1892.35 ms [2021-06-20 00:11:04 main:581] : INFO : Epoch 1922 | loss: 0.0310961 | val_loss: 0.0311282 | Time: 1865.44 ms [2021-06-20 00:11:05 main:581] : INFO : Epoch 1923 | loss: 0.0310933 | val_loss: 0.0311282 | Time: 1831.03 ms [2021-06-20 00:11:07 main:581] : INFO : Epoch 1924 | loss: 0.0310931 | val_loss: 0.0311318 | Time: 1869.8 ms [2021-06-20 00:11:09 main:581] : INFO : Epoch 1925 | loss: 0.0310908 | val_loss: 0.031132 | Time: 1839.49 ms [2021-06-20 00:11:11 main:581] : INFO : Epoch 1926 | loss: 0.0310879 | val_loss: 0.0311292 | Time: 1841.04 ms [2021-06-20 00:11:13 main:581] : INFO : Epoch 1927 | loss: 0.031088 | val_loss: 0.0311331 | Time: 1852.25 ms [2021-06-20 00:11:15 main:581] : INFO : Epoch 1928 | loss: 0.0310878 | val_loss: 0.0311317 | Time: 1851.83 ms [2021-06-20 00:11:17 main:581] : INFO : Epoch 1929 | loss: 0.0310867 | val_loss: 0.0311293 | Time: 1877.27 ms [2021-06-20 00:11:18 main:581] : INFO : Epoch 1930 | loss: 0.0310862 | val_loss: 0.0311325 | Time: 1853.53 ms [2021-06-20 00:11:20 main:581] : INFO : Epoch 1931 | loss: 0.0310872 | val_loss: 0.0311308 | Time: 1848.01 ms [2021-06-20 00:11:22 main:581] : INFO : Epoch 1932 | loss: 0.0310859 | val_loss: 0.031138 | Time: 1858.63 ms [2021-06-20 00:11:24 main:581] : INFO : Epoch 1933 | loss: 0.0310968 | val_loss: 0.0311269 | Time: 1866.94 ms [2021-06-20 00:11:26 main:581] : INFO : Epoch 1934 | loss: 0.0310991 | val_loss: 0.0311275 | Time: 1866.08 ms [2021-06-20 00:11:28 main:581] : INFO : Epoch 1935 | loss: 0.0310995 | val_loss: 0.0311269 | Time: 1865.42 ms [2021-06-20 00:11:30 main:581] : INFO : Epoch 1936 | loss: 0.0310971 | val_loss: 0.0311253 | Time: 1843.94 ms [2021-06-20 00:11:31 main:581] : INFO : Epoch 1937 | loss: 0.0310948 | val_loss: 0.0311258 | Time: 1877.96 ms [2021-06-20 00:11:33 main:581] : INFO : Epoch 1938 | loss: 0.0310922 | val_loss: 0.0311274 | Time: 1887.69 ms [2021-06-20 00:11:35 main:581] : INFO : Epoch 1939 | loss: 0.0310923 | val_loss: 0.0311271 | Time: 1868.76 ms [2021-06-20 00:11:37 main:581] : INFO : Epoch 1940 | loss: 0.0310909 | val_loss: 0.0311242 | Time: 1856.59 ms [2021-06-20 00:11:39 main:581] : INFO : Epoch 1941 | loss: 0.031093 | val_loss: 0.0311283 | Time: 1848.02 ms [2021-06-20 00:11:41 main:581] : INFO : Epoch 1942 | loss: 0.0310952 | val_loss: 0.0311271 | Time: 1861.43 ms [2021-06-20 00:11:43 main:581] : INFO : Epoch 1943 | loss: 0.0310954 | val_loss: 0.031132 | Time: 1866.55 ms [2021-06-20 00:11:45 main:581] : INFO : Epoch 1944 | loss: 0.0311026 | val_loss: 0.0311281 | Time: 1872.4 ms [2021-06-20 00:11:46 main:581] : INFO : Epoch 1945 | loss: 0.0310997 | val_loss: 0.0311279 | Time: 1850.97 ms [2021-06-20 00:11:48 main:581] : INFO : Epoch 1946 | loss: 0.0310988 | val_loss: 0.0311279 | Time: 1859.87 ms [2021-06-20 00:11:50 main:581] : INFO : Epoch 1947 | loss: 0.0310978 | val_loss: 0.0311291 | Time: 1860.29 ms [2021-06-20 00:11:52 main:581] : INFO : Epoch 1948 | loss: 0.0310951 | val_loss: 0.0311287 | Time: 1858.23 ms [2021-06-20 00:11:54 main:581] : INFO : Epoch 1949 | loss: 0.0310941 | val_loss: 0.0311304 | Time: 1895.28 ms [2021-06-20 00:11:56 main:581] : INFO : Epoch 1950 | loss: 0.0310941 | val_loss: 0.0311272 | Time: 1858.75 ms [2021-06-20 00:11:58 main:581] : INFO : Epoch 1951 | loss: 0.0310956 | val_loss: 0.0311273 | Time: 1859.43 ms [2021-06-20 00:11:59 main:581] : INFO : Epoch 1952 | loss: 0.0310944 | val_loss: 0.0311265 | Time: 1845.97 ms [2021-06-20 00:12:01 main:581] : INFO : Epoch 1953 | loss: 0.0310932 | val_loss: 0.0311342 | Time: 1857.09 ms [2021-06-20 00:12:03 main:581] : INFO : Epoch 1954 | loss: 0.0310942 | val_loss: 0.0311247 | Time: 1857.53 ms [2021-06-20 00:12:05 main:581] : INFO : Epoch 1955 | loss: 0.0310969 | val_loss: 0.0311267 | Time: 1849.57 ms [2021-06-20 00:12:07 main:581] : INFO : Epoch 1956 | loss: 0.0310967 | val_loss: 0.0311322 | Time: 1846.99 ms [2021-06-20 00:12:09 main:581] : INFO : Epoch 1957 | loss: 0.0310963 | val_loss: 0.031128 | Time: 1858.82 ms [2021-06-20 00:12:11 main:581] : INFO : Epoch 1958 | loss: 0.0310931 | val_loss: 0.0311291 | Time: 1873.69 ms [2021-06-20 00:12:12 main:581] : INFO : Epoch 1959 | loss: 0.0310917 | val_loss: 0.031127 | Time: 1885.54 ms [2021-06-20 00:12:14 main:581] : INFO : Epoch 1960 | loss: 0.0310905 | val_loss: 0.0311233 | Time: 1879.4 ms [2021-06-20 00:12:16 main:581] : INFO : Epoch 1961 | loss: 0.0310885 | val_loss: 0.0311261 | Time: 1863.86 ms [2021-06-20 00:12:18 main:581] : INFO : Epoch 1962 | loss: 0.0310899 | val_loss: 0.0311266 | Time: 1860.74 ms [2021-06-20 00:12:20 main:581] : INFO : Epoch 1963 | loss: 0.0310923 | val_loss: 0.0311251 | Time: 1861.26 ms [2021-06-20 00:12:22 main:581] : INFO : Epoch 1964 | loss: 0.0310904 | val_loss: 0.0311285 | Time: 1848.97 ms [2021-06-20 00:12:24 main:581] : INFO : Epoch 1965 | loss: 0.0310921 | val_loss: 0.0311294 | Time: 1826.95 ms [2021-06-20 00:12:25 main:581] : INFO : Epoch 1966 | loss: 0.0311108 | val_loss: 0.0311322 | Time: 1859.56 ms [2021-06-20 00:12:27 main:581] : INFO : Epoch 1967 | loss: 0.0311126 | val_loss: 0.0311303 | Time: 1866.85 ms [2021-06-20 00:12:29 main:581] : INFO : Epoch 1968 | loss: 0.0311105 | val_loss: 0.0311304 | Time: 1865.12 ms [2021-06-20 00:12:31 main:581] : INFO : Epoch 1969 | loss: 0.0311089 | val_loss: 0.0311278 | Time: 1867.43 ms [2021-06-20 00:12:33 main:581] : INFO : Epoch 1970 | loss: 0.0311082 | val_loss: 0.0311303 | Time: 1873.82 ms [2021-06-20 00:12:35 main:581] : INFO : Epoch 1971 | loss: 0.0311038 | val_loss: 0.031132 | Time: 1827.78 ms [2021-06-20 00:12:37 main:581] : INFO : Epoch 1972 | loss: 0.0311031 | val_loss: 0.0311305 | Time: 1853.71 ms [2021-06-20 00:12:38 main:581] : INFO : Epoch 1973 | loss: 0.0311024 | val_loss: 0.0311261 | Time: 1853.78 ms [2021-06-20 00:12:40 main:581] : INFO : Epoch 1974 | loss: 0.0311 | val_loss: 0.0311269 | Time: 1853.94 ms [2021-06-20 00:12:42 main:581] : INFO : Epoch 1975 | loss: 0.0310989 | val_loss: 0.0311256 | Time: 1867.93 ms [2021-06-20 00:12:44 main:581] : INFO : Epoch 1976 | loss: 0.0310966 | val_loss: 0.0311262 | Time: 1879.05 ms [2021-06-20 00:12:46 main:581] : INFO : Epoch 1977 | loss: 0.0310949 | val_loss: 0.0311224 | Time: 1851.8 ms [2021-06-20 00:12:48 main:581] : INFO : Epoch 1978 | loss: 0.0310943 | val_loss: 0.031125 | Time: 1847.29 ms [2021-06-20 00:12:50 main:581] : INFO : Epoch 1979 | loss: 0.0310934 | val_loss: 0.0311252 | Time: 1845.3 ms [2021-06-20 00:12:52 main:581] : INFO : Epoch 1980 | loss: 0.0310969 | val_loss: 0.0311228 | Time: 1902.29 ms [2021-06-20 00:12:53 main:581] : INFO : Epoch 1981 | loss: 0.0310996 | val_loss: 0.0311236 | Time: 1853.04 ms [2021-06-20 00:12:55 main:581] : INFO : Epoch 1982 | loss: 0.0310988 | val_loss: 0.0311274 | Time: 1854.34 ms [2021-06-20 00:12:57 main:581] : INFO : Epoch 1983 | loss: 0.0311004 | val_loss: 0.0311272 | Time: 1856.78 ms [2021-06-20 00:12:59 main:581] : INFO : Epoch 1984 | loss: 0.0311003 | val_loss: 0.031124 | Time: 1835.89 ms [2021-06-20 00:13:01 main:581] : INFO : Epoch 1985 | loss: 0.0310969 | val_loss: 0.0311236 | Time: 1832.25 ms [2021-06-20 00:13:03 main:581] : INFO : Epoch 1986 | loss: 0.0310939 | val_loss: 0.0311232 | Time: 1834.74 ms [2021-06-20 00:13:04 main:581] : INFO : Epoch 1987 | loss: 0.0310937 | val_loss: 0.0311231 | Time: 1860.62 ms [2021-06-20 00:13:06 main:581] : INFO : Epoch 1988 | loss: 0.0310945 | val_loss: 0.0311237 | Time: 1852.21 ms [2021-06-20 00:13:08 main:581] : INFO : Epoch 1989 | loss: 0.0310955 | val_loss: 0.0311254 | Time: 1805.57 ms [2021-06-20 00:13:10 main:581] : INFO : Epoch 1990 | loss: 0.0311003 | val_loss: 0.0311235 | Time: 1828.27 ms [2021-06-20 00:13:12 main:581] : INFO : Epoch 1991 | loss: 0.0310989 | val_loss: 0.031122 | Time: 1842.77 ms [2021-06-20 00:13:14 main:581] : INFO : Epoch 1992 | loss: 0.0310974 | val_loss: 0.0311286 | Time: 1851.8 ms [2021-06-20 00:13:15 main:581] : INFO : Epoch 1993 | loss: 0.031095 | val_loss: 0.0311246 | Time: 1850.24 ms [2021-06-20 00:13:17 main:581] : INFO : Epoch 1994 | loss: 0.0310945 | val_loss: 0.0311269 | Time: 1866.48 ms [2021-06-20 00:13:19 main:581] : INFO : Epoch 1995 | loss: 0.0310948 | val_loss: 0.0311221 | Time: 1896.24 ms [2021-06-20 00:13:21 main:581] : INFO : Epoch 1996 | loss: 0.0310919 | val_loss: 0.0311251 | Time: 1858.23 ms [2021-06-20 00:13:23 main:581] : INFO : Epoch 1997 | loss: 0.0310959 | val_loss: 0.031127 | Time: 1839.18 ms [2021-06-20 00:13:25 main:581] : INFO : Epoch 1998 | loss: 0.0310924 | val_loss: 0.0311246 | Time: 1840.42 ms [2021-06-20 00:13:27 main:581] : INFO : Epoch 1999 | loss: 0.0310967 | val_loss: 0.0311256 | Time: 1821.16 ms [2021-06-20 00:13:28 main:581] : INFO : Epoch 2000 | loss: 0.0311021 | val_loss: 0.0311221 | Time: 1873.25 ms [2021-06-20 00:13:30 main:581] : INFO : Epoch 2001 | loss: 0.0311024 | val_loss: 0.0311239 | Time: 1859.46 ms [2021-06-20 00:13:32 main:581] : INFO : Epoch 2002 | loss: 0.0311003 | val_loss: 0.0311252 | Time: 1850.42 ms [2021-06-20 00:13:34 main:581] : INFO : Epoch 2003 | loss: 0.0310979 | val_loss: 0.0311213 | Time: 1860.81 ms [2021-06-20 00:13:36 main:581] : INFO : Epoch 2004 | loss: 0.0310952 | val_loss: 0.0311199 | Time: 1863.22 ms [2021-06-20 00:13:38 main:581] : INFO : Epoch 2005 | loss: 0.0310945 | val_loss: 0.0311212 | Time: 1852 ms [2021-06-20 00:13:40 main:581] : INFO : Epoch 2006 | loss: 0.0310933 | val_loss: 0.0311255 | Time: 1858.84 ms [2021-06-20 00:13:41 main:581] : INFO : Epoch 2007 | loss: 0.0310999 | val_loss: 0.0311231 | Time: 1839.77 ms [2021-06-20 00:13:43 main:581] : INFO : Epoch 2008 | loss: 0.0310964 | val_loss: 0.0311215 | Time: 1853.53 ms [2021-06-20 00:13:45 main:581] : INFO : Epoch 2009 | loss: 0.031095 | val_loss: 0.0311257 | Time: 1869.74 ms [2021-06-20 00:13:47 main:581] : INFO : Epoch 2010 | loss: 0.0310939 | val_loss: 0.0311217 | Time: 1865.86 ms [2021-06-20 00:13:49 main:581] : INFO : Epoch 2011 | loss: 0.0310936 | val_loss: 0.0311219 | Time: 1892.99 ms [2021-06-20 00:13:51 main:581] : INFO : Epoch 2012 | loss: 0.0310931 | val_loss: 0.0311221 | Time: 1845.66 ms [2021-06-20 00:13:53 main:581] : INFO : Epoch 2013 | loss: 0.0310932 | val_loss: 0.0311206 | Time: 1921.68 ms [2021-06-20 00:13:55 main:581] : INFO : Epoch 2014 | loss: 0.0310959 | val_loss: 0.0311216 | Time: 1867.85 ms [2021-06-20 00:13:56 main:581] : INFO : Epoch 2015 | loss: 0.0310973 | val_loss: 0.0311265 | Time: 1874.79 ms [2021-06-20 00:13:58 main:581] : INFO : Epoch 2016 | loss: 0.0310958 | val_loss: 0.0311277 | Time: 1884.67 ms [2021-06-20 00:14:00 main:581] : INFO : Epoch 2017 | loss: 0.0310948 | val_loss: 0.0311219 | Time: 1848.13 ms [2021-06-20 00:14:02 main:581] : INFO : Epoch 2018 | loss: 0.0310974 | val_loss: 0.0311225 | Time: 1861.63 ms [2021-06-20 00:14:04 main:581] : INFO : Epoch 2019 | loss: 0.0311008 | val_loss: 0.0311195 | Time: 1860.19 ms [2021-06-20 00:14:06 main:581] : INFO : Epoch 2020 | loss: 0.0311007 | val_loss: 0.0311165 | Time: 1884.84 ms [2021-06-20 00:14:08 main:581] : INFO : Epoch 2021 | loss: 0.0310968 | val_loss: 0.0311148 | Time: 1867 ms [2021-06-20 00:14:10 main:581] : INFO : Epoch 2022 | loss: 0.0310947 | val_loss: 0.031117 | Time: 1861.57 ms [2021-06-20 00:14:11 main:581] : INFO : Epoch 2023 | loss: 0.0310926 | val_loss: 0.0311173 | Time: 1844.38 ms [2021-06-20 00:14:13 main:581] : INFO : Epoch 2024 | loss: 0.0310916 | val_loss: 0.0311169 | Time: 1838.22 ms [2021-06-20 00:14:15 main:581] : INFO : Epoch 2025 | loss: 0.0310938 | val_loss: 0.0311195 | Time: 1841.7 ms [2021-06-20 00:14:17 main:581] : INFO : Epoch 2026 | loss: 0.0310975 | val_loss: 0.0311207 | Time: 1839.05 ms [2021-06-20 00:14:19 main:581] : INFO : Epoch 2027 | loss: 0.0310931 | val_loss: 0.0311168 | Time: 1853.02 ms [2021-06-20 00:14:21 main:581] : INFO : Epoch 2028 | loss: 0.0310914 | val_loss: 0.0311182 | Time: 1841.93 ms [2021-06-20 00:14:22 main:581] : INFO : Epoch 2029 | loss: 0.03109 | val_loss: 0.031121 | Time: 1864.36 ms [2021-06-20 00:14:24 main:581] : INFO : Epoch 2030 | loss: 0.031089 | val_loss: 0.0311223 | Time: 1823.77 ms [2021-06-20 00:14:26 main:581] : INFO : Epoch 2031 | loss: 0.0310877 | val_loss: 0.031121 | Time: 1875.16 ms [2021-06-20 00:14:28 main:581] : INFO : Epoch 2032 | loss: 0.0310882 | val_loss: 0.0311263 | Time: 1860.95 ms [2021-06-20 00:14:30 main:581] : INFO : Epoch 2033 | loss: 0.031087 | val_loss: 0.0311262 | Time: 1856.79 ms [2021-06-20 00:14:32 main:581] : INFO : Epoch 2034 | loss: 0.0310862 | val_loss: 0.0311289 | Time: 1868.7 ms [2021-06-20 00:14:34 main:581] : INFO : Epoch 2035 | loss: 0.0310908 | val_loss: 0.0311347 | Time: 1859.46 ms [2021-06-20 00:14:35 main:581] : INFO : Epoch 2036 | loss: 0.031093 | val_loss: 0.0311245 | Time: 1812.67 ms [2021-06-20 00:14:37 main:581] : INFO : Epoch 2037 | loss: 0.0310877 | val_loss: 0.0311215 | Time: 1819.25 ms [2021-06-20 00:14:39 main:581] : INFO : Epoch 2038 | loss: 0.0310864 | val_loss: 0.0311259 | Time: 1846.72 ms [2021-06-20 00:14:41 main:581] : INFO : Epoch 2039 | loss: 0.0310851 | val_loss: 0.0311253 | Time: 1827.96 ms [2021-06-20 00:14:43 main:581] : INFO : Epoch 2040 | loss: 0.0310879 | val_loss: 0.0311282 | Time: 1846.25 ms [2021-06-20 00:14:45 main:581] : INFO : Epoch 2041 | loss: 0.0310908 | val_loss: 0.0311248 | Time: 1813.17 ms [2021-06-20 00:14:46 main:581] : INFO : Epoch 2042 | loss: 0.031089 | val_loss: 0.0311225 | Time: 1878.16 ms [2021-06-20 00:14:48 main:581] : INFO : Epoch 2043 | loss: 0.0310886 | val_loss: 0.031127 | Time: 1876.74 ms [2021-06-20 00:14:50 main:581] : INFO : Epoch 2044 | loss: 0.031106 | val_loss: 0.031135 | Time: 1869.26 ms [2021-06-20 00:14:52 main:581] : INFO : Epoch 2045 | loss: 0.0311205 | val_loss: 0.0311306 | Time: 1839.04 ms [2021-06-20 00:14:54 main:581] : INFO : Epoch 2046 | loss: 0.0311162 | val_loss: 0.0311249 | Time: 1844.17 ms [2021-06-20 00:14:56 main:581] : INFO : Epoch 2047 | loss: 0.0311106 | val_loss: 0.03112 | Time: 1824.08 ms [2021-06-20 00:14:58 main:581] : INFO : Epoch 2048 | loss: 0.0311077 | val_loss: 0.0311201 | Time: 1861.6 ms [2021-06-20 00:14:58 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311201 [2021-06-20 00:14:58 main:610] : INFO : Saving end state to config to file [2021-06-20 00:14:58 main:615] : INFO : Success, exiting.. 00:14:58 (1109004): 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)