Task 5375474
| Name | ParityMachine-1622599507-13845-3_1 |
| Workunit | 3239984 |
| Created | 19 Jun 2021, 5:57:03 UTC |
| Sent | 19 Jun 2021, 5:59:50 UTC |
| Report deadline | 26 Jun 2021, 5:59:50 UTC |
| Received | 19 Jun 2021, 17:37:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 1 hours 3 min 20 sec |
| CPU time | 1 hours 3 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.96 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.45 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0312468 | val_loss: 0.0312449 | Time: 1860.78 ms [2021-06-19 12:21:08 main:581] : INFO : Epoch 1539 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 1846.79 ms [2021-06-19 12:21:10 main:581] : INFO : Epoch 1540 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1843.83 ms [2021-06-19 12:21:12 main:581] : INFO : Epoch 1541 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 1836.08 ms [2021-06-19 12:21:14 main:581] : INFO : Epoch 1542 | loss: 0.031245 | val_loss: 0.0312442 | Time: 1865.68 ms [2021-06-19 12:21:16 main:581] : INFO : Epoch 1543 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 1850.04 ms [2021-06-19 12:21:18 main:581] : INFO : Epoch 1544 | loss: 0.0312448 | val_loss: 0.0312449 | Time: 1844.73 ms [2021-06-19 12:21:19 main:581] : INFO : Epoch 1545 | loss: 0.0312445 | val_loss: 0.0312444 | Time: 1859.66 ms [2021-06-19 12:21:21 main:581] : INFO : Epoch 1546 | loss: 0.031245 | val_loss: 0.0312451 | Time: 1865.61 ms [2021-06-19 12:21:23 main:581] : INFO : Epoch 1547 | loss: 0.0312455 | val_loss: 0.0312453 | Time: 1889.63 ms [2021-06-19 12:21:25 main:581] : INFO : Epoch 1548 | loss: 0.0312454 | val_loss: 0.0312443 | Time: 1849.37 ms [2021-06-19 12:21:27 main:581] : INFO : Epoch 1549 | loss: 0.0312447 | val_loss: 0.0312464 | Time: 1861.82 ms [2021-06-19 12:21:29 main:581] : INFO : Epoch 1550 | loss: 0.0312462 | val_loss: 0.0312443 | Time: 1845.59 ms [2021-06-19 12:21:31 main:581] : INFO : Epoch 1551 | loss: 0.0312462 | val_loss: 0.031246 | Time: 1857.57 ms [2021-06-19 12:21:32 main:581] : INFO : Epoch 1552 | loss: 0.0312461 | val_loss: 0.0312457 | Time: 1850.38 ms [2021-06-19 12:21:34 main:581] : INFO : Epoch 1553 | loss: 0.031245 | val_loss: 0.0312441 | Time: 1856.63 ms [2021-06-19 12:21:36 main:581] : INFO : Epoch 1554 | loss: 0.031245 | val_loss: 0.0312439 | Time: 1844.06 ms [2021-06-19 12:21:38 main:581] : INFO : Epoch 1555 | loss: 0.0312448 | val_loss: 0.0312449 | Time: 1818.27 ms [2021-06-19 12:21:40 main:581] : INFO : Epoch 1556 | loss: 0.0312456 | val_loss: 0.0312441 | Time: 1854.21 ms [2021-06-19 12:21:42 main:581] : INFO : Epoch 1557 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 1849.25 ms [2021-06-19 12:21:43 main:581] : INFO : Epoch 1558 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 1832.38 ms [2021-06-19 12:21:45 main:581] : INFO : Epoch 1559 | loss: 0.0312447 | val_loss: 0.0312443 | Time: 1837.34 ms [2021-06-19 12:21:47 main:581] : INFO : Epoch 1560 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 1867.06 ms [2021-06-19 12:21:49 main:581] : INFO : Epoch 1561 | loss: 0.0312449 | val_loss: 0.0312439 | Time: 1848.51 ms [2021-06-19 12:21:51 main:581] : INFO : Epoch 1562 | loss: 0.0312449 | val_loss: 0.0312442 | Time: 1854.67 ms [2021-06-19 12:21:53 main:581] : INFO : Epoch 1563 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1882.39 ms [2021-06-19 12:21:55 main:581] : INFO : Epoch 1564 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 1884.84 ms [2021-06-19 12:21:57 main:581] : INFO : Epoch 1565 | loss: 0.0312448 | val_loss: 0.0312448 | Time: 1886.7 ms [2021-06-19 12:21:58 main:581] : INFO : Epoch 1566 | loss: 0.0312447 | val_loss: 0.0312444 | Time: 1859.66 ms [2021-06-19 12:22:00 main:581] : INFO : Epoch 1567 | loss: 0.0312449 | val_loss: 0.0312449 | Time: 1862.36 ms [2021-06-19 12:22:02 main:581] : INFO : Epoch 1568 | loss: 0.0312446 | val_loss: 0.0312444 | Time: 1900.1 ms [2021-06-19 12:22:04 main:581] : INFO : Epoch 1569 | loss: 0.0312448 | val_loss: 0.0312443 | Time: 1844.38 ms [2021-06-19 12:22:06 main:581] : INFO : Epoch 1570 | loss: 0.0312447 | val_loss: 0.0312451 | Time: 1864.92 ms [2021-06-19 12:22:08 main:581] : INFO : Epoch 1571 | loss: 0.0312448 | val_loss: 0.031244 | Time: 1872.58 ms [2021-06-19 12:22:10 main:581] : INFO : Epoch 1572 | loss: 0.031245 | val_loss: 0.0312445 | Time: 1854.68 ms [2021-06-19 12:22:11 main:581] : INFO : Epoch 1573 | loss: 0.0312445 | val_loss: 0.0312444 | Time: 1860.69 ms [2021-06-19 12:22:13 main:581] : INFO : Epoch 1574 | loss: 0.031245 | val_loss: 0.0312443 | Time: 1887.34 ms [2021-06-19 12:22:15 main:581] : INFO : Epoch 1575 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 1818.66 ms [2021-06-19 12:22:17 main:581] : INFO : Epoch 1576 | loss: 0.0312452 | val_loss: 0.031244 | Time: 1885.18 ms [2021-06-19 12:22:19 main:581] : INFO : Epoch 1577 | loss: 0.0312447 | val_loss: 0.0312441 | Time: 1855.77 ms [2021-06-19 12:22:21 main:581] : INFO : Epoch 1578 | loss: 0.031245 | val_loss: 0.031244 | Time: 1853.51 ms [2021-06-19 12:22:23 main:581] : INFO : Epoch 1579 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 1870.96 ms [2021-06-19 12:22:25 main:581] : INFO : Epoch 1580 | loss: 0.0312456 | val_loss: 0.0312444 | Time: 1896.62 ms [2021-06-19 12:22:26 main:581] : INFO : Epoch 1581 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 1872.04 ms [2021-06-19 12:22:28 main:581] : INFO : Epoch 1582 | loss: 0.0312449 | val_loss: 0.0312449 | Time: 1852.03 ms [2021-06-19 12:22:30 main:581] : INFO : Epoch 1583 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 1842.3 ms [2021-06-19 12:22:32 main:581] : INFO : Epoch 1584 | loss: 0.0312457 | val_loss: 0.0312449 | Time: 1851.87 ms [2021-06-19 12:22:34 main:581] : INFO : Epoch 1585 | loss: 0.0312452 | val_loss: 0.0312442 | Time: 1857.96 ms [2021-06-19 12:22:36 main:581] : INFO : Epoch 1586 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 1851.89 ms [2021-06-19 12:22:38 main:581] : INFO : Epoch 1587 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 1850.76 ms [2021-06-19 12:22:39 main:581] : INFO : Epoch 1588 | loss: 0.0312447 | val_loss: 0.0312441 | Time: 1850.99 ms [2021-06-19 12:22:41 main:581] : INFO : Epoch 1589 | loss: 0.0312445 | val_loss: 0.0312439 | Time: 1857.75 ms [2021-06-19 12:22:43 main:581] : INFO : Epoch 1590 | loss: 0.0312447 | val_loss: 0.0312457 | Time: 1859.5 ms [2021-06-19 12:22:45 main:581] : INFO : Epoch 1591 | loss: 0.0312454 | val_loss: 0.0312485 | Time: 1844.87 ms [2021-06-19 12:22:47 main:581] : INFO : Epoch 1592 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 1849.18 ms [2021-06-19 12:22:49 main:581] : INFO : Epoch 1593 | loss: 0.0312456 | val_loss: 0.0312439 | Time: 1840.11 ms [2021-06-19 12:22:50 main:581] : INFO : Epoch 1594 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 1827.21 ms [2021-06-19 12:22:52 main:581] : INFO : Epoch 1595 | loss: 0.0312454 | val_loss: 0.0312442 | Time: 1844.97 ms [2021-06-19 12:22:54 main:581] : INFO : Epoch 1596 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1861.54 ms [2021-06-19 12:22:56 main:581] : INFO : Epoch 1597 | loss: 0.031245 | val_loss: 0.0312453 | Time: 1849.91 ms [2021-06-19 12:22:58 main:581] : INFO : Epoch 1598 | loss: 0.0312462 | val_loss: 0.0312488 | Time: 1838 ms [2021-06-19 12:23:00 main:581] : INFO : Epoch 1599 | loss: 0.0312455 | val_loss: 0.0312439 | Time: 1834.7 ms [2021-06-19 12:23:01 main:581] : INFO : Epoch 1600 | loss: 0.031245 | val_loss: 0.0312445 | Time: 1824.72 ms [2021-06-19 12:23:03 main:581] : INFO : Epoch 1601 | loss: 0.031246 | val_loss: 0.0312486 | Time: 1835.64 ms [2021-06-19 12:23:05 main:581] : INFO : Epoch 1602 | loss: 0.0312461 | val_loss: 0.0312443 | Time: 1899.2 ms [2021-06-19 12:23:07 main:581] : INFO : Epoch 1603 | loss: 0.0312447 | val_loss: 0.0312446 | Time: 1857.47 ms [2021-06-19 12:23:09 main:581] : INFO : Epoch 1604 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 1866.53 ms [2021-06-19 12:23:11 main:581] : INFO : Epoch 1605 | loss: 0.0312467 | val_loss: 0.0312451 | Time: 1849.99 ms [2021-06-19 12:23:13 main:581] : INFO : Epoch 1606 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 1847.65 ms [2021-06-19 12:23:15 main:581] : INFO : Epoch 1607 | loss: 0.031246 | val_loss: 0.0312453 | Time: 1855.29 ms [2021-06-19 12:23:16 main:581] : INFO : Epoch 1608 | loss: 0.0312453 | val_loss: 0.0312441 | Time: 1836.47 ms [2021-06-19 12:23:18 main:581] : INFO : Epoch 1609 | loss: 0.031245 | val_loss: 0.0312462 | Time: 1850.99 ms [2021-06-19 12:23:20 main:581] : INFO : Epoch 1610 | loss: 0.0312452 | val_loss: 0.0312445 | Time: 1839.54 ms [2021-06-19 12:23:22 main:581] : INFO : Epoch 1611 | loss: 0.0312449 | val_loss: 0.0312442 | Time: 1855.71 ms [2021-06-19 12:23:24 main:581] : INFO : Epoch 1612 | loss: 0.0312445 | val_loss: 0.0312441 | Time: 1817.58 ms [2021-06-19 12:23:26 main:581] : INFO : Epoch 1613 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 1847.02 ms [2021-06-19 12:23:27 main:581] : INFO : Epoch 1614 | loss: 0.0312453 | val_loss: 0.031244 | Time: 1837.68 ms [2021-06-19 12:23:29 main:581] : INFO : Epoch 1615 | loss: 0.0312446 | val_loss: 0.031244 | Time: 1851.3 ms [2021-06-19 12:23:31 main:581] : INFO : Epoch 1616 | loss: 0.0312447 | val_loss: 0.0312442 | Time: 1858.51 ms [2021-06-19 12:23:33 main:581] : INFO : Epoch 1617 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 1851.75 ms [2021-06-19 12:23:35 main:581] : INFO : Epoch 1618 | loss: 0.0312452 | val_loss: 0.0312457 | Time: 1857.06 ms [2021-06-19 12:23:37 main:581] : INFO : Epoch 1619 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1860.16 ms [2021-06-19 12:23:39 main:581] : INFO : Epoch 1620 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1872.77 ms [2021-06-19 12:23:40 main:581] : INFO : Epoch 1621 | loss: 0.0312451 | val_loss: 0.0312451 | Time: 1876.59 ms [2021-06-19 12:23:42 main:581] : INFO : Epoch 1622 | loss: 0.0312447 | val_loss: 0.0312441 | Time: 1832.66 ms [2021-06-19 12:23:44 main:581] : INFO : Epoch 1623 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1845.41 ms [2021-06-19 12:23:46 main:581] : INFO : Epoch 1624 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 1848.61 ms [2021-06-19 12:23:48 main:581] : INFO : Epoch 1625 | loss: 0.0312451 | val_loss: 0.031244 | Time: 1845.13 ms [2021-06-19 12:23:50 main:581] : INFO : Epoch 1626 | loss: 0.0312452 | val_loss: 0.0312444 | Time: 1858.1 ms [2021-06-19 12:23:52 main:581] : INFO : Epoch 1627 | loss: 0.0312449 | val_loss: 0.0312442 | Time: 1874.74 ms [2021-06-19 12:23:53 main:581] : INFO : Epoch 1628 | loss: 0.0312451 | val_loss: 0.0312449 | Time: 1845.54 ms [2021-06-19 12:23:55 main:581] : INFO : Epoch 1629 | loss: 0.0312447 | val_loss: 0.0312442 | Time: 1825.97 ms [2021-06-19 12:23:57 main:581] : INFO : Epoch 1630 | loss: 0.0312446 | val_loss: 0.0312439 | Time: 1856.8 ms [2021-06-19 12:23:59 main:581] : INFO : Epoch 1631 | loss: 0.0312449 | val_loss: 0.0312445 | Time: 1870.2 ms [2021-06-19 12:24:01 main:581] : INFO : Epoch 1632 | loss: 0.0312447 | val_loss: 0.0312439 | Time: 1895.43 ms [2021-06-19 12:24:03 main:581] : INFO : Epoch 1633 | loss: 0.031245 | val_loss: 0.0312453 | Time: 1838.95 ms [2021-06-19 12:24:05 main:581] : INFO : Epoch 1634 | loss: 0.0312456 | val_loss: 0.0312443 | Time: 1859.33 ms [2021-06-19 12:24:06 main:581] : INFO : Epoch 1635 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 1858.34 ms [2021-06-19 12:24:08 main:581] : INFO : Epoch 1636 | loss: 0.0312451 | val_loss: 0.0312439 | Time: 1842.06 ms [2021-06-19 12:24:10 main:581] : INFO : Epoch 1637 | loss: 0.0312448 | val_loss: 0.0312452 | Time: 1878.12 ms [2021-06-19 12:24:12 main:581] : INFO : Epoch 1638 | loss: 0.0312459 | val_loss: 0.0312448 | Time: 1884.06 ms [2021-06-19 12:24:14 main:581] : INFO : Epoch 1639 | loss: 0.0312448 | val_loss: 0.031244 | Time: 1858.75 ms [2021-06-19 12:24:16 main:581] : INFO : Epoch 1640 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 1851.11 ms [2021-06-19 12:24:18 main:581] : INFO : Epoch 1641 | loss: 0.0312446 | val_loss: 0.031244 | Time: 1891.61 ms [2021-06-19 12:24:19 main:581] : INFO : Epoch 1642 | loss: 0.0312446 | val_loss: 0.0312443 | Time: 1878.3 ms [2021-06-19 12:24:21 main:581] : INFO : Epoch 1643 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 1880.34 ms [2021-06-19 12:24:23 main:581] : INFO : Epoch 1644 | loss: 0.0312449 | val_loss: 0.0312448 | Time: 1861.48 ms [2021-06-19 12:24:25 main:581] : INFO : Epoch 1645 | loss: 0.031245 | val_loss: 0.031245 | Time: 1871.2 ms [2021-06-19 12:24:27 main:581] : INFO : Epoch 1646 | loss: 0.0312447 | val_loss: 0.0312444 | Time: 1865.55 ms [2021-06-19 12:24:29 main:581] : INFO : Epoch 1647 | loss: 0.0312457 | val_loss: 0.0312457 | Time: 1863.84 ms [2021-06-19 12:24:31 main:581] : INFO : Epoch 1648 | loss: 0.0312463 | val_loss: 0.0312446 | Time: 1864.75 ms [2021-06-19 12:24:33 main:581] : INFO : Epoch 1649 | loss: 0.031245 | val_loss: 0.0312442 | Time: 1865.56 ms [2021-06-19 12:24:34 main:581] : INFO : Epoch 1650 | loss: 0.0312447 | val_loss: 0.0312447 | Time: 1853.33 ms [2021-06-19 12:24:36 main:581] : INFO : Epoch 1651 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 1831.62 ms [2021-06-19 12:24:38 main:581] : INFO : Epoch 1652 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1848.16 ms [2021-06-19 12:24:40 main:581] : INFO : Epoch 1653 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1855.65 ms [2021-06-19 12:24:42 main:581] : INFO : Epoch 1654 | loss: 0.0312451 | val_loss: 0.0312473 | Time: 1859.38 ms [2021-06-19 12:24:44 main:581] : INFO : Epoch 1655 | loss: 0.0312457 | val_loss: 0.0312439 | Time: 1877.06 ms [2021-06-19 12:24:46 main:581] : INFO : Epoch 1656 | loss: 0.0312448 | val_loss: 0.031244 | Time: 1877.28 ms [2021-06-19 12:24:47 main:581] : INFO : Epoch 1657 | loss: 0.0312446 | val_loss: 0.0312443 | Time: 1850.36 ms [2021-06-19 12:24:49 main:581] : INFO : Epoch 1658 | loss: 0.0312445 | val_loss: 0.0312441 | Time: 1827.41 ms [2021-06-19 12:24:51 main:581] : INFO : Epoch 1659 | loss: 0.0312448 | val_loss: 0.0312442 | Time: 1847.86 ms [2021-06-19 12:24:53 main:581] : INFO : Epoch 1660 | loss: 0.0312451 | val_loss: 0.0312447 | Time: 1846.46 ms [2021-06-19 12:24:55 main:581] : INFO : Epoch 1661 | loss: 0.0312454 | val_loss: 0.0312453 | Time: 1854.73 ms [2021-06-19 12:24:57 main:581] : INFO : Epoch 1662 | loss: 0.031245 | val_loss: 0.0312441 | Time: 1854.63 ms [2021-06-19 12:24:58 main:581] : INFO : Epoch 1663 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 1843.6 ms [2021-06-19 12:25:00 main:581] : INFO : Epoch 1664 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 1849.15 ms [2021-06-19 12:25:02 main:581] : INFO : Epoch 1665 | loss: 0.0312446 | val_loss: 0.0312442 | Time: 1839.08 ms [2021-06-19 12:25:04 main:581] : INFO : Epoch 1666 | loss: 0.0312453 | val_loss: 0.031244 | Time: 1859.76 ms [2021-06-19 12:25:06 main:581] : INFO : Epoch 1667 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 1851.09 ms [2021-06-19 12:25:08 main:581] : INFO : Epoch 1668 | loss: 0.031245 | val_loss: 0.031245 | Time: 1856.16 ms [2021-06-19 12:25:10 main:581] : INFO : Epoch 1669 | loss: 0.0312455 | val_loss: 0.031244 | Time: 1854.18 ms [2021-06-19 12:25:11 main:581] : INFO : Epoch 1670 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 1888.99 ms [2021-06-19 12:25:13 main:581] : INFO : Epoch 1671 | loss: 0.031245 | val_loss: 0.0312454 | Time: 1850.2 ms [2021-06-19 12:25:15 main:581] : INFO : Epoch 1672 | loss: 0.0312454 | val_loss: 0.0312478 | Time: 1843.16 ms [2021-06-19 12:25:17 main:581] : INFO : Epoch 1673 | loss: 0.0312455 | val_loss: 0.0312452 | Time: 1849.73 ms [2021-06-19 12:25:19 main:581] : INFO : Epoch 1674 | loss: 0.0312447 | val_loss: 0.0312454 | Time: 1855.48 ms [2021-06-19 12:25:21 main:581] : INFO : Epoch 1675 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1843.37 ms [2021-06-19 12:25:23 main:581] : INFO : Epoch 1676 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 1855.57 ms [2021-06-19 12:25:24 main:581] : INFO : Epoch 1677 | loss: 0.0312447 | val_loss: 0.0312456 | Time: 1859.79 ms [2021-06-19 12:25:26 main:581] : INFO : Epoch 1678 | loss: 0.0312446 | val_loss: 0.0312443 | Time: 1854.86 ms [2021-06-19 12:25:28 main:581] : INFO : Epoch 1679 | loss: 0.0312446 | val_loss: 0.0312444 | Time: 1874.54 ms [2021-06-19 12:25:30 main:581] : INFO : Epoch 1680 | loss: 0.0312448 | val_loss: 0.0312465 | Time: 1840.77 ms [2021-06-19 12:25:32 main:581] : INFO : Epoch 1681 | loss: 0.0312451 | val_loss: 0.0312439 | Time: 1857.7 ms [2021-06-19 12:25:34 main:581] : INFO : Epoch 1682 | loss: 0.0312446 | val_loss: 0.0312442 | Time: 1846.22 ms [2021-06-19 12:25:36 main:581] : INFO : Epoch 1683 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 1821.75 ms [2021-06-19 12:25:37 main:581] : INFO : Epoch 1684 | loss: 0.0312454 | val_loss: 0.0312441 | Time: 1849.75 ms [2021-06-19 12:25:39 main:581] : INFO : Epoch 1685 | loss: 0.0312459 | val_loss: 0.0312455 | Time: 1851.28 ms [2021-06-19 12:25:41 main:581] : INFO : Epoch 1686 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 1867.75 ms [2021-06-19 12:25:43 main:581] : INFO : Epoch 1687 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1866.73 ms [2021-06-19 12:25:45 main:581] : INFO : Epoch 1688 | loss: 0.0312446 | val_loss: 0.0312439 | Time: 1842.42 ms [2021-06-19 12:25:47 main:581] : INFO : Epoch 1689 | loss: 0.0312448 | val_loss: 0.031244 | Time: 1842.02 ms [2021-06-19 12:25:48 main:581] : INFO : Epoch 1690 | loss: 0.0312448 | val_loss: 0.031244 | Time: 1828.66 ms [2021-06-19 12:25:50 main:581] : INFO : Epoch 1691 | loss: 0.031245 | val_loss: 0.0312445 | Time: 1860.99 ms [2021-06-19 12:25:52 main:581] : INFO : Epoch 1692 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 1828.84 ms [2021-06-19 12:25:54 main:581] : INFO : Epoch 1693 | loss: 0.0312445 | val_loss: 0.0312443 | Time: 1850.8 ms [2021-06-19 12:25:56 main:581] : INFO : Epoch 1694 | loss: 0.0312445 | val_loss: 0.031244 | Time: 1826.06 ms [2021-06-19 12:25:58 main:581] : INFO : Epoch 1695 | loss: 0.0312446 | val_loss: 0.0312451 | Time: 1834.19 ms [2021-06-19 12:26:00 main:581] : INFO : Epoch 1696 | loss: 0.0312448 | val_loss: 0.031244 | Time: 1863.17 ms [2021-06-19 12:26:01 main:581] : INFO : Epoch 1697 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 1892.1 ms [2021-06-19 12:26:03 main:581] : INFO : Epoch 1698 | loss: 0.0312455 | val_loss: 0.0312468 | Time: 1896.29 ms [2021-06-19 12:26:05 main:581] : INFO : Epoch 1699 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 1902.29 ms [2021-06-19 12:26:07 main:581] : INFO : Epoch 1700 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 1876.32 ms [2021-06-19 12:26:09 main:581] : INFO : Epoch 1701 | loss: 0.0312447 | val_loss: 0.0312446 | Time: 1845.02 ms [2021-06-19 12:26:11 main:581] : INFO : Epoch 1702 | loss: 0.0312448 | val_loss: 0.0312439 | Time: 1851.68 ms [2021-06-19 12:26:13 main:581] : INFO : Epoch 1703 | loss: 0.0312447 | val_loss: 0.0312447 | Time: 1849.61 ms [2021-06-19 12:26:15 main:581] : INFO : Epoch 1704 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1852.22 ms [2021-06-19 12:26:16 main:581] : INFO : Epoch 1705 | loss: 0.0312452 | val_loss: 0.0312448 | Time: 1848.22 ms [2021-06-19 12:26:18 main:581] : INFO : Epoch 1706 | loss: 0.031245 | val_loss: 0.031244 | Time: 1869.41 ms [2021-06-19 12:26:20 main:581] : INFO : Epoch 1707 | loss: 0.0312448 | val_loss: 0.0312443 | Time: 1855.26 ms [2021-06-19 12:26:22 main:581] : INFO : Epoch 1708 | loss: 0.0312457 | val_loss: 0.031246 | Time: 1844.55 ms [2021-06-19 12:26:24 main:581] : INFO : Epoch 1709 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 1850.78 ms [2021-06-19 12:26:26 main:581] : INFO : Epoch 1710 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 1859.74 ms [2021-06-19 12:26:27 main:581] : INFO : Epoch 1711 | loss: 0.0312449 | val_loss: 0.0312442 | Time: 1828.31 ms [2021-06-19 12:26:29 main:581] : INFO : Epoch 1712 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 1840.99 ms [2021-06-19 12:26:31 main:581] : INFO : Epoch 1713 | loss: 0.0312447 | val_loss: 0.0312451 | Time: 1847.19 ms [2021-06-19 12:26:33 main:581] : INFO : Epoch 1714 | loss: 0.0312451 | val_loss: 0.0312445 | Time: 1851.07 ms [2021-06-19 12:26:35 main:581] : INFO : Epoch 1715 | loss: 0.0312446 | val_loss: 0.0312444 | Time: 1845.79 ms [2021-06-19 12:26:37 main:581] : INFO : Epoch 1716 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 1867.61 ms [2021-06-19 12:26:39 main:581] : INFO : Epoch 1717 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 1855.06 ms [2021-06-19 12:26:40 main:581] : INFO : Epoch 1718 | loss: 0.0312454 | val_loss: 0.0312444 | Time: 1858.14 ms [2021-06-19 12:26:42 main:581] : INFO : Epoch 1719 | loss: 0.0312452 | val_loss: 0.0312451 | Time: 1865.42 ms [2021-06-19 12:26:44 main:581] : INFO : Epoch 1720 | loss: 0.0312458 | val_loss: 0.0312444 | Time: 1868.15 ms [2021-06-19 12:26:46 main:581] : INFO : Epoch 1721 | loss: 0.0312454 | val_loss: 0.0312444 | Time: 1843.1 ms [2021-06-19 12:26:48 main:581] : INFO : Epoch 1722 | loss: 0.0312447 | val_loss: 0.0312446 | Time: 1825.65 ms [2021-06-19 12:26:50 main:581] : INFO : Epoch 1723 | loss: 0.0312446 | val_loss: 0.0312447 | Time: 1841.41 ms [2021-06-19 12:26:52 main:581] : INFO : Epoch 1724 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 1858.97 ms [2021-06-19 12:26:53 main:581] : INFO : Epoch 1725 | loss: 0.031245 | val_loss: 0.0312457 | Time: 1855.21 ms [2021-06-19 12:26:55 main:581] : INFO : Epoch 1726 | loss: 0.0312448 | val_loss: 0.031245 | Time: 1915.52 ms [2021-06-19 12:26:57 main:581] : INFO : Epoch 1727 | loss: 0.0312462 | val_loss: 0.0312452 | Time: 1905.47 ms [2021-06-19 12:26:59 main:581] : INFO : Epoch 1728 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 1856.34 ms [2021-06-19 12:27:01 main:581] : INFO : Epoch 1729 | loss: 0.031245 | val_loss: 0.0312447 | Time: 1845.42 ms [2021-06-19 12:27:03 main:581] : INFO : Epoch 1730 | loss: 0.0312458 | val_loss: 0.0312441 | Time: 1857.09 ms [2021-06-19 12:27:05 main:581] : INFO : Epoch 1731 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 1855.96 ms [2021-06-19 12:27:06 main:581] : INFO : Epoch 1732 | loss: 0.0312447 | val_loss: 0.0312444 | Time: 1844.41 ms [2021-06-19 12:27:08 main:581] : INFO : Epoch 1733 | loss: 0.0312461 | val_loss: 0.0312453 | Time: 1828.66 ms [2021-06-19 12:27:10 main:581] : INFO : Epoch 1734 | loss: 0.0312447 | val_loss: 0.0312442 | Time: 1800.01 ms [2021-06-19 12:27:12 main:581] : INFO : Epoch 1735 | loss: 0.0312449 | val_loss: 0.0312448 | Time: 1877.65 ms [2021-06-19 12:27:14 main:581] : INFO : Epoch 1736 | loss: 0.0312448 | val_loss: 0.0312442 | Time: 1887.25 ms [2021-06-19 12:27:16 main:581] : INFO : Epoch 1737 | loss: 0.0312447 | val_loss: 0.0312449 | Time: 1871.29 ms [2021-06-19 12:27:18 main:581] : INFO : Epoch 1738 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 1850.56 ms [2021-06-19 12:27:19 main:581] : INFO : Epoch 1739 | loss: 0.0312459 | val_loss: 0.031247 | Time: 1845.22 ms [2021-06-19 12:27:21 main:581] : INFO : Epoch 1740 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 1825.61 ms [2021-06-19 12:27:23 main:581] : INFO : Epoch 1741 | loss: 0.0312459 | val_loss: 0.0312441 | Time: 1889.09 ms [2021-06-19 12:27:25 main:581] : INFO : Epoch 1742 | loss: 0.0312455 | val_loss: 0.031246 | Time: 1845.95 ms [2021-06-19 12:27:27 main:581] : INFO : Epoch 1743 | loss: 0.0312457 | val_loss: 0.0312445 | Time: 1845.56 ms [2021-06-19 12:27:29 main:581] : INFO : Epoch 1744 | loss: 0.0312446 | val_loss: 0.0312445 | Time: 1856.83 ms [2021-06-19 12:27:31 main:581] : INFO : Epoch 1745 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1830.45 ms [2021-06-19 12:27:32 main:581] : INFO : Epoch 1746 | loss: 0.0312446 | val_loss: 0.0312453 | Time: 1809.53 ms [2021-06-19 12:27:34 main:581] : INFO : Epoch 1747 | loss: 0.0312464 | val_loss: 0.031245 | Time: 1853.23 ms [2021-06-19 12:27:36 main:581] : INFO : Epoch 1748 | loss: 0.0312459 | val_loss: 0.031246 | Time: 1893.36 ms [2021-06-19 12:27:38 main:581] : INFO : Epoch 1749 | loss: 0.0312454 | val_loss: 0.0312448 | Time: 1877.06 ms [2021-06-19 12:27:40 main:581] : INFO : Epoch 1750 | loss: 0.0312452 | val_loss: 0.0312442 | Time: 1847.76 ms [2021-06-19 12:27:42 main:581] : INFO : Epoch 1751 | loss: 0.0312447 | val_loss: 0.0312448 | Time: 1856.02 ms [2021-06-19 12:27:44 main:581] : INFO : Epoch 1752 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 1843.69 ms [2021-06-19 12:27:45 main:581] : INFO : Epoch 1753 | loss: 0.0312456 | val_loss: 0.0312447 | Time: 1842.33 ms [2021-06-19 12:27:47 main:581] : INFO : Epoch 1754 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 1824.12 ms [2021-06-19 12:27:49 main:581] : INFO : Epoch 1755 | loss: 0.031245 | val_loss: 0.031244 | Time: 1847.79 ms [2021-06-19 12:27:51 main:581] : INFO : Epoch 1756 | loss: 0.0312446 | val_loss: 0.0312442 | Time: 1851.6 ms [2021-06-19 12:27:53 main:581] : INFO : Epoch 1757 | loss: 0.0312445 | val_loss: 0.0312455 | Time: 1826.51 ms [2021-06-19 12:27:55 main:581] : INFO : Epoch 1758 | loss: 0.0312457 | val_loss: 0.0312444 | Time: 1835.42 ms [2021-06-19 12:27:56 main:581] : INFO : Epoch 1759 | loss: 0.0312463 | val_loss: 0.0312488 | Time: 1854.84 ms [2021-06-19 12:27:58 main:581] : INFO : Epoch 1760 | loss: 0.0312465 | val_loss: 0.0312442 | Time: 1864.11 ms [2021-06-19 12:28:00 main:581] : INFO : Epoch 1761 | loss: 0.0312447 | val_loss: 0.0312444 | Time: 1832.55 ms [2021-06-19 12:28:02 main:581] : INFO : Epoch 1762 | loss: 0.0312447 | val_loss: 0.0312443 | Time: 1887.87 ms [2021-06-19 12:28:04 main:581] : INFO : Epoch 1763 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1903.35 ms [2021-06-19 12:28:06 main:581] : INFO : Epoch 1764 | loss: 0.0312448 | val_loss: 0.0312447 | Time: 1878.27 ms [2021-06-19 12:28:08 main:581] : INFO : Epoch 1765 | loss: 0.031245 | val_loss: 0.0312445 | Time: 1877.2 ms [2021-06-19 12:28:09 main:581] : INFO : Epoch 1766 | loss: 0.0312446 | val_loss: 0.0312457 | Time: 1858.98 ms [2021-06-19 12:28:11 main:581] : INFO : Epoch 1767 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 1836.42 ms [2021-06-19 12:28:13 main:581] : INFO : Epoch 1768 | loss: 0.0312454 | val_loss: 0.0312445 | Time: 1840.27 ms [2021-06-19 12:28:15 main:581] : INFO : Epoch 1769 | loss: 0.0312448 | val_loss: 0.031244 | Time: 1833.65 ms [2021-06-19 12:28:17 main:581] : INFO : Epoch 1770 | loss: 0.0312446 | val_loss: 0.0312439 | Time: 1851.79 ms [2021-06-19 12:28:19 main:581] : INFO : Epoch 1771 | loss: 0.0312448 | val_loss: 0.0312464 | Time: 1856.94 ms [2021-06-19 12:28:21 main:581] : INFO : Epoch 1772 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 1895.53 ms [2021-06-19 12:28:22 main:581] : INFO : Epoch 1773 | loss: 0.0312445 | val_loss: 0.0312441 | Time: 1896.45 ms [2021-06-19 12:28:24 main:581] : INFO : Epoch 1774 | loss: 0.0312446 | val_loss: 0.0312443 | Time: 1847.32 ms [2021-06-19 12:28:26 main:581] : INFO : Epoch 1775 | loss: 0.0312449 | val_loss: 0.0312441 | Time: 1814.32 ms [2021-06-19 12:28:28 main:581] : INFO : Epoch 1776 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 1813.22 ms [2021-06-19 12:28:30 main:581] : INFO : Epoch 1777 | loss: 0.0312453 | val_loss: 0.0312442 | Time: 1834.77 ms [2021-06-19 12:28:32 main:581] : INFO : Epoch 1778 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 1836.99 ms [2021-06-19 12:28:33 main:581] : INFO : Epoch 1779 | loss: 0.0312452 | val_loss: 0.0312441 | Time: 1834.02 ms [2021-06-19 12:28:35 main:581] : INFO : Epoch 1780 | loss: 0.0312447 | val_loss: 0.0312446 | Time: 1848.44 ms [2021-06-19 12:28:37 main:581] : INFO : Epoch 1781 | loss: 0.0312455 | val_loss: 0.031246 | Time: 1838.04 ms [2021-06-19 12:28:39 main:581] : INFO : Epoch 1782 | loss: 0.0312456 | val_loss: 0.0312442 | Time: 1874.66 ms [2021-06-19 12:28:41 main:581] : INFO : Epoch 1783 | loss: 0.0312452 | val_loss: 0.0312449 | Time: 1867.76 ms [2021-06-19 12:28:43 main:581] : INFO : Epoch 1784 | loss: 0.0312453 | val_loss: 0.0312449 | Time: 1847.71 ms [2021-06-19 12:28:45 main:581] : INFO : Epoch 1785 | loss: 0.0312446 | val_loss: 0.0312448 | Time: 1847.49 ms [2021-06-19 12:28:46 main:581] : INFO : Epoch 1786 | loss: 0.031245 | val_loss: 0.0312441 | Time: 1859.78 ms [2021-06-19 12:28:48 main:581] : INFO : Epoch 1787 | loss: 0.0312446 | val_loss: 0.0312442 | Time: 1858.48 ms [2021-06-19 12:28:50 main:581] : INFO : Epoch 1788 | loss: 0.0312448 | val_loss: 0.031244 | Time: 1837.18 ms [2021-06-19 12:28:52 main:581] : INFO : Epoch 1789 | loss: 0.0312446 | val_loss: 0.0312453 | Time: 1826.6 ms [2021-06-19 12:28:54 main:581] : INFO : Epoch 1790 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 1827.23 ms [2021-06-19 12:28:56 main:581] : INFO : Epoch 1791 | loss: 0.0312453 | val_loss: 0.0312441 | Time: 1858.35 ms [2021-06-19 12:28:58 main:581] : INFO : Epoch 1792 | loss: 0.0312452 | val_loss: 0.0312441 | Time: 1850.13 ms [2021-06-19 12:28:59 main:581] : INFO : Epoch 1793 | loss: 0.0312447 | val_loss: 0.0312447 | Time: 1850.03 ms [2021-06-19 12:29:01 main:581] : INFO : Epoch 1794 | loss: 0.0312451 | val_loss: 0.0312444 | Time: 1844.57 ms [2021-06-19 12:29:03 main:581] : INFO : Epoch 1795 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 1848.02 ms [2021-06-19 12:29:05 main:581] : INFO : Epoch 1796 | loss: 0.0312456 | val_loss: 0.0312444 | Time: 1825.08 ms [2021-06-19 12:29:07 main:581] : INFO : Epoch 1797 | loss: 0.0312452 | val_loss: 0.0312452 | Time: 1838.92 ms [2021-06-19 12:29:09 main:581] : INFO : Epoch 1798 | loss: 0.0312453 | val_loss: 0.0312441 | Time: 1848.17 ms [2021-06-19 12:29:10 main:581] : INFO : Epoch 1799 | loss: 0.0312447 | val_loss: 0.0312443 | Time: 1842.06 ms [2021-06-19 12:29:12 main:581] : INFO : Epoch 1800 | loss: 0.0312446 | val_loss: 0.0312441 | Time: 1839.6 ms [2021-06-19 12:29:14 main:581] : INFO : Epoch 1801 | loss: 0.0312447 | val_loss: 0.031245 | Time: 1853.42 ms [2021-06-19 12:29:16 main:581] : INFO : Epoch 1802 | loss: 0.0312452 | val_loss: 0.0312444 | Time: 1773.65 ms [2021-06-19 12:29:18 main:581] : INFO : Epoch 1803 | loss: 0.0312456 | val_loss: 0.0312449 | Time: 1846.17 ms [2021-06-19 12:29:20 main:581] : INFO : Epoch 1804 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 1852.32 ms [2021-06-19 12:29:21 main:581] : INFO : Epoch 1805 | loss: 0.0312451 | val_loss: 0.0312445 | Time: 1870.52 ms [2021-06-19 12:29:23 main:581] : INFO : Epoch 1806 | loss: 0.0312452 | val_loss: 0.0312458 | Time: 1888.88 ms [2021-06-19 12:29:25 main:581] : INFO : Epoch 1807 | loss: 0.0312454 | val_loss: 0.031244 | Time: 1877.92 ms [2021-06-19 12:29:27 main:581] : INFO : Epoch 1808 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 1861.25 ms [2021-06-19 12:29:29 main:581] : INFO : Epoch 1809 | loss: 0.0312447 | val_loss: 0.0312444 | Time: 1812.53 ms [2021-06-19 12:29:31 main:581] : INFO : Epoch 1810 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 1876.8 ms [2021-06-19 12:29:33 main:581] : INFO : Epoch 1811 | loss: 0.0312447 | val_loss: 0.0312441 | Time: 1865.68 ms [2021-06-19 12:29:34 main:581] : INFO : Epoch 1812 | loss: 0.0312452 | val_loss: 0.0312478 | Time: 1852.66 ms [2021-06-19 12:29:36 main:581] : INFO : Epoch 1813 | loss: 0.0312461 | val_loss: 0.031244 | Time: 1860.42 ms [2021-06-19 12:29:38 main:581] : INFO : Epoch 1814 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 1869.68 ms [2021-06-19 12:29:40 main:581] : INFO : Epoch 1815 | loss: 0.0312447 | val_loss: 0.0312451 | Time: 1851.08 ms [2021-06-19 12:29:42 main:581] : INFO : Epoch 1816 | loss: 0.0312448 | val_loss: 0.031244 | Time: 1890.48 ms [2021-06-19 12:29:44 main:581] : INFO : Epoch 1817 | loss: 0.031245 | val_loss: 0.0312441 | Time: 1861.98 ms [2021-06-19 12:29:46 main:581] : INFO : Epoch 1818 | loss: 0.0312448 | val_loss: 0.0312448 | Time: 1846.24 ms [2021-06-19 12:29:48 main:581] : INFO : Epoch 1819 | loss: 0.0312452 | val_loss: 0.0312441 | Time: 1838.37 ms [2021-06-19 12:29:49 main:581] : INFO : Epoch 1820 | loss: 0.0312449 | val_loss: 0.0312446 | Time: 1841.93 ms [2021-06-19 12:29:51 main:581] : INFO : Epoch 1821 | loss: 0.0312449 | val_loss: 0.0312442 | Time: 1859.36 ms [2021-06-19 12:29:53 main:581] : INFO : Epoch 1822 | loss: 0.0312452 | val_loss: 0.0312449 | Time: 1854.76 ms [2021-06-19 12:29:55 main:581] : INFO : Epoch 1823 | loss: 0.0312449 | val_loss: 0.0312451 | Time: 1846.39 ms [2021-06-19 12:29:57 main:581] : INFO : Epoch 1824 | loss: 0.0312454 | val_loss: 0.0312441 | Time: 1878.82 ms [2021-06-19 12:29:59 main:581] : INFO : Epoch 1825 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 1858.23 ms [2021-06-19 12:30:01 main:581] : INFO : Epoch 1826 | loss: 0.0312462 | val_loss: 0.0312448 | Time: 1874.6 ms [2021-06-19 12:30:02 main:581] : INFO : Epoch 1827 | loss: 0.0312456 | val_loss: 0.0312441 | Time: 1846.25 ms [2021-06-19 12:30:04 main:581] : INFO : Epoch 1828 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 1901.45 ms [2021-06-19 12:30:06 main:581] : INFO : Epoch 1829 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 1860.59 ms [2021-06-19 12:30:08 main:581] : INFO : Epoch 1830 | loss: 0.0312458 | val_loss: 0.0312487 | Time: 1856.46 ms [2021-06-19 12:30:10 main:581] : INFO : Epoch 1831 | loss: 0.031246 | val_loss: 0.0312452 | Time: 1856.74 ms [2021-06-19 12:30:12 main:581] : INFO : Epoch 1832 | loss: 0.0312451 | val_loss: 0.0312461 | Time: 1854.82 ms [2021-06-19 12:30:14 main:581] : INFO : Epoch 1833 | loss: 0.0312457 | val_loss: 0.0312441 | Time: 1856.39 ms [2021-06-19 12:30:15 main:581] : INFO : Epoch 1834 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 1857.47 ms [2021-06-19 12:30:17 main:581] : INFO : Epoch 1835 | loss: 0.031245 | val_loss: 0.0312445 | Time: 1849.59 ms [2021-06-19 12:30:19 main:581] : INFO : Epoch 1836 | loss: 0.0312456 | val_loss: 0.0312446 | Time: 1852.26 ms [2021-06-19 12:30:21 main:581] : INFO : Epoch 1837 | loss: 0.0312447 | val_loss: 0.0312443 | Time: 1904.65 ms [2021-06-19 12:30:23 main:581] : INFO : Epoch 1838 | loss: 0.0312452 | val_loss: 0.0312443 | Time: 1855.91 ms [2021-06-19 12:30:25 main:581] : INFO : Epoch 1839 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1883.1 ms [2021-06-19 12:30:27 main:581] : INFO : Epoch 1840 | loss: 0.0312451 | val_loss: 0.0312448 | Time: 1859.91 ms [2021-06-19 12:30:28 main:581] : INFO : Epoch 1841 | loss: 0.031245 | val_loss: 0.031244 | Time: 1846.34 ms [2021-06-19 12:30:30 main:581] : INFO : Epoch 1842 | loss: 0.0312462 | val_loss: 0.0312462 | Time: 1849.03 ms [2021-06-19 12:30:32 main:581] : INFO : Epoch 1843 | loss: 0.0312454 | val_loss: 0.031245 | Time: 1887.64 ms [2021-06-19 12:30:34 main:581] : INFO : Epoch 1844 | loss: 0.0312469 | val_loss: 0.0312455 | Time: 1849.43 ms [2021-06-19 12:30:36 main:581] : INFO : Epoch 1845 | loss: 0.0312466 | val_loss: 0.0312443 | Time: 1856.81 ms [2021-06-19 12:30:38 main:581] : INFO : Epoch 1846 | loss: 0.0312454 | val_loss: 0.0312445 | Time: 1857.15 ms [2021-06-19 12:30:40 main:581] : INFO : Epoch 1847 | loss: 0.0312447 | val_loss: 0.0312441 | Time: 1867.31 ms [2021-06-19 12:30:41 main:581] : INFO : Epoch 1848 | loss: 0.0312449 | val_loss: 0.0312442 | Time: 1848.23 ms [2021-06-19 12:30:43 main:581] : INFO : Epoch 1849 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1818.54 ms [2021-06-19 12:30:45 main:581] : INFO : Epoch 1850 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 1846.8 ms [2021-06-19 12:30:47 main:581] : INFO : Epoch 1851 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 1863.78 ms [2021-06-19 12:30:49 main:581] : INFO : Epoch 1852 | loss: 0.0312459 | val_loss: 0.0312466 | Time: 1849.87 ms [2021-06-19 12:30:51 main:581] : INFO : Epoch 1853 | loss: 0.0312453 | val_loss: 0.0312441 | Time: 1857.83 ms [2021-06-19 12:30:53 main:581] : INFO : Epoch 1854 | loss: 0.031245 | val_loss: 0.0312457 | Time: 1847.24 ms [2021-06-19 12:30:54 main:581] : INFO : Epoch 1855 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 1825.89 ms [2021-06-19 12:30:56 main:581] : INFO : Epoch 1856 | loss: 0.0312452 | val_loss: 0.031244 | Time: 1857.33 ms [2021-06-19 12:30:58 main:581] : INFO : Epoch 1857 | loss: 0.0312451 | val_loss: 0.0312445 | Time: 1826.93 ms [2021-06-19 12:31:00 main:581] : INFO : Epoch 1858 | loss: 0.031245 | val_loss: 0.0312453 | Time: 1875.2 ms [2021-06-19 12:31:02 main:581] : INFO : Epoch 1859 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 1858.26 ms [2021-06-19 12:31:04 main:581] : INFO : Epoch 1860 | loss: 0.0312455 | val_loss: 0.0312443 | Time: 1861.24 ms [2021-06-19 12:31:06 main:581] : INFO : Epoch 1861 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 1867.25 ms [2021-06-19 12:31:07 main:581] : INFO : Epoch 1862 | loss: 0.0312447 | val_loss: 0.0312442 | Time: 1838.48 ms [2021-06-19 12:31:09 main:581] : INFO : Epoch 1863 | loss: 0.0312448 | val_loss: 0.0312439 | Time: 1830.95 ms [2021-06-19 12:31:11 main:581] : INFO : Epoch 1864 | loss: 0.0312448 | val_loss: 0.0312448 | Time: 1837.19 ms [2021-06-19 12:31:13 main:581] : INFO : Epoch 1865 | loss: 0.0312452 | val_loss: 0.0312456 | Time: 1852.64 ms [2021-06-19 12:31:15 main:581] : INFO : Epoch 1866 | loss: 0.0312452 | val_loss: 0.0312443 | Time: 1817.58 ms [2021-06-19 12:31:17 main:581] : INFO : Epoch 1867 | loss: 0.0312448 | val_loss: 0.0312464 | Time: 1848.78 ms [2021-06-19 12:31:18 main:581] : INFO : Epoch 1868 | loss: 0.0312458 | val_loss: 0.0312447 | Time: 1882.93 ms [2021-06-19 12:31:20 main:581] : INFO : Epoch 1869 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 1828.47 ms [2021-06-19 12:31:22 main:581] : INFO : Epoch 1870 | loss: 0.031245 | val_loss: 0.0312442 | Time: 1845.59 ms [2021-06-19 12:31:24 main:581] : INFO : Epoch 1871 | loss: 0.0312446 | val_loss: 0.0312449 | Time: 1826.43 ms [2021-06-19 12:31:26 main:581] : INFO : Epoch 1872 | loss: 0.0312455 | val_loss: 0.0312478 | Time: 1862.74 ms [2021-06-19 12:31:28 main:581] : INFO : Epoch 1873 | loss: 0.0312465 | val_loss: 0.0312446 | Time: 1869.18 ms [2021-06-19 12:31:30 main:581] : INFO : Epoch 1874 | loss: 0.0312458 | val_loss: 0.0312451 | Time: 1845.96 ms [2021-06-19 12:31:31 main:581] : INFO : Epoch 1875 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 1843.84 ms [2021-06-19 12:31:33 main:581] : INFO : Epoch 1876 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 1878.82 ms [2021-06-19 12:31:35 main:581] : INFO : Epoch 1877 | loss: 0.0312445 | val_loss: 0.0312447 | Time: 1856.3 ms [2021-06-19 12:31:37 main:581] : INFO : Epoch 1878 | loss: 0.0312454 | val_loss: 0.0312481 | Time: 1865.25 ms [2021-06-19 12:31:39 main:581] : INFO : Epoch 1879 | loss: 0.0312457 | val_loss: 0.031246 | Time: 1911.9 ms [2021-06-19 12:31:41 main:581] : INFO : Epoch 1880 | loss: 0.0312448 | val_loss: 0.0312456 | Time: 1892.92 ms [2021-06-19 12:31:43 main:581] : INFO : Epoch 1881 | loss: 0.031246 | val_loss: 0.0312449 | Time: 1862.46 ms [2021-06-19 12:31:45 main:581] : INFO : Epoch 1882 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 1855.37 ms [2021-06-19 12:31:46 main:581] : INFO : Epoch 1883 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 1847.35 ms [2021-06-19 12:31:48 main:581] : INFO : Epoch 1884 | loss: 0.0312452 | val_loss: 0.0312453 | Time: 1858.29 ms [2021-06-19 12:31:50 main:581] : INFO : Epoch 1885 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 1859.15 ms [2021-06-19 12:31:52 main:581] : INFO : Epoch 1886 | loss: 0.031245 | val_loss: 0.0312449 | Time: 1902.42 ms [2021-06-19 12:31:54 main:581] : INFO : Epoch 1887 | loss: 0.0312447 | val_loss: 0.031246 | Time: 1863.09 ms [2021-06-19 12:31:56 main:581] : INFO : Epoch 1888 | loss: 0.0312463 | val_loss: 0.0312441 | Time: 1844.5 ms [2021-06-19 12:31:58 main:581] : INFO : Epoch 1889 | loss: 0.0312455 | val_loss: 0.0312453 | Time: 1827.78 ms [2021-06-19 12:31:59 main:581] : INFO : Epoch 1890 | loss: 0.0312448 | val_loss: 0.0312442 | Time: 1861.21 ms [2021-06-19 12:32:01 main:581] : INFO : Epoch 1891 | loss: 0.0312452 | val_loss: 0.0312467 | Time: 1848.68 ms [2021-06-19 12:32:03 main:581] : INFO : Epoch 1892 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 1844.21 ms [2021-06-19 12:32:05 main:581] : INFO : Epoch 1893 | loss: 0.0312458 | val_loss: 0.0312445 | Time: 1861.98 ms [2021-06-19 12:32:07 main:581] : INFO : Epoch 1894 | loss: 0.0312465 | val_loss: 0.0312467 | Time: 1842.15 ms [2021-06-19 12:32:09 main:581] : INFO : Epoch 1895 | loss: 0.0312457 | val_loss: 0.0312446 | Time: 1836.46 ms [2021-06-19 12:32:10 main:581] : INFO : Epoch 1896 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 1853.87 ms [2021-06-19 12:32:12 main:581] : INFO : Epoch 1897 | loss: 0.0312461 | val_loss: 0.0312441 | Time: 1858.14 ms [2021-06-19 12:32:14 main:581] : INFO : Epoch 1898 | loss: 0.0312453 | val_loss: 0.0312458 | Time: 1842.77 ms [2021-06-19 12:32:16 main:581] : INFO : Epoch 1899 | loss: 0.031245 | val_loss: 0.0312441 | Time: 1843.34 ms [2021-06-19 12:32:18 main:581] : INFO : Epoch 1900 | loss: 0.031245 | val_loss: 0.0312445 | Time: 1855.97 ms [2021-06-19 12:32:20 main:581] : INFO : Epoch 1901 | loss: 0.0312453 | val_loss: 0.0312463 | Time: 1863.49 ms [2021-06-19 12:32:22 main:581] : INFO : Epoch 1902 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 1846.81 ms [2021-06-19 12:32:23 main:581] : INFO : Epoch 1903 | loss: 0.0312446 | val_loss: 0.0312448 | Time: 1864.93 ms [2021-06-19 12:32:25 main:581] : INFO : Epoch 1904 | loss: 0.0312449 | val_loss: 0.0312445 | Time: 1860.21 ms [2021-06-19 12:32:27 main:581] : INFO : Epoch 1905 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 1852.77 ms [2021-06-19 12:32:29 main:581] : INFO : Epoch 1906 | loss: 0.031245 | val_loss: 0.0312457 | Time: 1846.73 ms [2021-06-19 12:32:31 main:581] : INFO : Epoch 1907 | loss: 0.031246 | val_loss: 0.0312443 | Time: 1864.25 ms [2021-06-19 12:32:33 main:581] : INFO : Epoch 1908 | loss: 0.0312451 | val_loss: 0.031245 | Time: 1890.07 ms [2021-06-19 12:32:35 main:581] : INFO : Epoch 1909 | loss: 0.0312453 | val_loss: 0.0312458 | Time: 1878.5 ms [2021-06-19 12:32:37 main:581] : INFO : Epoch 1910 | loss: 0.0312455 | val_loss: 0.0312461 | Time: 1890.17 ms [2021-06-19 12:32:38 main:581] : INFO : Epoch 1911 | loss: 0.031245 | val_loss: 0.0312441 | Time: 1900.86 ms [2021-06-19 12:32:40 main:581] : INFO : Epoch 1912 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 1855.4 ms [2021-06-19 12:32:42 main:581] : INFO : Epoch 1913 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 1875.47 ms [2021-06-19 12:32:44 main:581] : INFO : Epoch 1914 | loss: 0.031245 | val_loss: 0.0312446 | Time: 1885.03 ms [2021-06-19 12:32:46 main:581] : INFO : Epoch 1915 | loss: 0.0312447 | val_loss: 0.0312441 | Time: 1845.95 ms [2021-06-19 12:32:48 main:581] : INFO : Epoch 1916 | loss: 0.0312445 | val_loss: 0.0312446 | Time: 1845.51 ms [2021-06-19 12:32:50 main:581] : INFO : Epoch 1917 | loss: 0.0312446 | val_loss: 0.0312444 | Time: 1852 ms [2021-06-19 12:32:51 main:581] : INFO : Epoch 1918 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 1848.74 ms [2021-06-19 12:32:53 main:581] : INFO : Epoch 1919 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 1836.51 ms [2021-06-19 12:32:55 main:581] : INFO : Epoch 1920 | loss: 0.0312451 | val_loss: 0.0312477 | Time: 1882.94 ms [2021-06-19 12:32:57 main:581] : INFO : Epoch 1921 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 1862.55 ms [2021-06-19 12:32:59 main:581] : INFO : Epoch 1922 | loss: 0.0312474 | val_loss: 0.0312454 | Time: 1855.68 ms [2021-06-19 12:33:01 main:581] : INFO : Epoch 1923 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 1856.37 ms [2021-06-19 12:33:03 main:581] : INFO : Epoch 1924 | loss: 0.031246 | val_loss: 0.0312465 | Time: 1848.42 ms [2021-06-19 12:33:04 main:581] : INFO : Epoch 1925 | loss: 0.0312452 | val_loss: 0.0312442 | Time: 1830.45 ms [2021-06-19 12:33:06 main:581] : INFO : Epoch 1926 | loss: 0.0312456 | val_loss: 0.0312444 | Time: 1813.74 ms [2021-06-19 12:33:08 main:581] : INFO : Epoch 1927 | loss: 0.0312448 | val_loss: 0.031244 | Time: 1862.52 ms [2021-06-19 12:33:10 main:581] : INFO : Epoch 1928 | loss: 0.0312446 | val_loss: 0.0312443 | Time: 1871.89 ms [2021-06-19 12:33:12 main:581] : INFO : Epoch 1929 | loss: 0.0312449 | val_loss: 0.0312441 | Time: 1854.75 ms [2021-06-19 12:33:14 main:581] : INFO : Epoch 1930 | loss: 0.0312445 | val_loss: 0.031244 | Time: 1885.34 ms [2021-06-19 12:33:16 main:581] : INFO : Epoch 1931 | loss: 0.0312456 | val_loss: 0.0312444 | Time: 1856.73 ms [2021-06-19 12:33:17 main:581] : INFO : Epoch 1932 | loss: 0.0312457 | val_loss: 0.0312469 | Time: 1846.84 ms [2021-06-19 12:33:19 main:581] : INFO : Epoch 1933 | loss: 0.0312457 | val_loss: 0.031245 | Time: 1837.11 ms [2021-06-19 12:33:21 main:581] : INFO : Epoch 1934 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 1839.9 ms [2021-06-19 12:33:23 main:581] : INFO : Epoch 1935 | loss: 0.0312468 | val_loss: 0.0312455 | Time: 1862.23 ms [2021-06-19 12:33:25 main:581] : INFO : Epoch 1936 | loss: 0.0312458 | val_loss: 0.0312478 | Time: 1849 ms [2021-06-19 12:33:27 main:581] : INFO : Epoch 1937 | loss: 0.0312458 | val_loss: 0.0312453 | Time: 1847.89 ms [2021-06-19 12:33:28 main:581] : INFO : Epoch 1938 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 1818.43 ms [2021-06-19 12:33:30 main:581] : INFO : Epoch 1939 | loss: 0.031245 | val_loss: 0.0312455 | Time: 1893.82 ms [2021-06-19 12:33:32 main:581] : INFO : Epoch 1940 | loss: 0.0312449 | val_loss: 0.0312452 | Time: 1877.33 ms [2021-06-19 12:33:34 main:581] : INFO : Epoch 1941 | loss: 0.031245 | val_loss: 0.0312441 | Time: 1837.29 ms [2021-06-19 12:33:36 main:581] : INFO : Epoch 1942 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1856.19 ms [2021-06-19 12:33:38 main:581] : INFO : Epoch 1943 | loss: 0.0312446 | val_loss: 0.0312441 | Time: 1853.49 ms [2021-06-19 12:33:40 main:581] : INFO : Epoch 1944 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 1866.49 ms [2021-06-19 12:33:41 main:581] : INFO : Epoch 1945 | loss: 0.0312446 | val_loss: 0.031244 | Time: 1842.55 ms [2021-06-19 12:33:43 main:581] : INFO : Epoch 1946 | loss: 0.031245 | val_loss: 0.0312439 | Time: 1854.67 ms [2021-06-19 12:33:45 main:581] : INFO : Epoch 1947 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 1853.12 ms [2021-06-19 12:33:47 main:581] : INFO : Epoch 1948 | loss: 0.0312445 | val_loss: 0.0312439 | Time: 1851.96 ms [2021-06-19 12:33:49 main:581] : INFO : Epoch 1949 | loss: 0.0312449 | val_loss: 0.0312462 | Time: 1840.52 ms [2021-06-19 12:33:51 main:581] : INFO : Epoch 1950 | loss: 0.0312449 | val_loss: 0.0312441 | Time: 1835.72 ms [2021-06-19 12:33:53 main:581] : INFO : Epoch 1951 | loss: 0.0312449 | val_loss: 0.0312447 | Time: 1871.43 ms [2021-06-19 12:33:54 main:581] : INFO : Epoch 1952 | loss: 0.0312454 | val_loss: 0.0312446 | Time: 1851.29 ms [2021-06-19 12:33:56 main:581] : INFO : Epoch 1953 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 1899.91 ms [2021-06-19 12:33:58 main:581] : INFO : Epoch 1954 | loss: 0.0312458 | val_loss: 0.0312441 | Time: 1843.49 ms [2021-06-19 12:34:00 main:581] : INFO : Epoch 1955 | loss: 0.0312464 | val_loss: 0.0312441 | Time: 1846.86 ms [2021-06-19 12:34:02 main:581] : INFO : Epoch 1956 | loss: 0.031245 | val_loss: 0.0312446 | Time: 1823.62 ms [2021-06-19 12:34:04 main:581] : INFO : Epoch 1957 | loss: 0.0312454 | val_loss: 0.031244 | Time: 1845.63 ms [2021-06-19 12:34:06 main:581] : INFO : Epoch 1958 | loss: 0.0312446 | val_loss: 0.031244 | Time: 1850.61 ms [2021-06-19 12:34:07 main:581] : INFO : Epoch 1959 | loss: 0.0312446 | val_loss: 0.0312439 | Time: 1847.82 ms [2021-06-19 12:34:09 main:581] : INFO : Epoch 1960 | loss: 0.0312445 | val_loss: 0.0312439 | Time: 1855.02 ms [2021-06-19 12:34:11 main:581] : INFO : Epoch 1961 | loss: 0.0312445 | val_loss: 0.0312441 | Time: 1833.23 ms [2021-06-19 12:34:13 main:581] : INFO : Epoch 1962 | loss: 0.0312447 | val_loss: 0.0312439 | Time: 1838.2 ms [2021-06-19 12:34:15 main:581] : INFO : Epoch 1963 | loss: 0.0312446 | val_loss: 0.0312451 | Time: 1841.31 ms [2021-06-19 12:34:17 main:581] : INFO : Epoch 1964 | loss: 0.0312452 | val_loss: 0.0312442 | Time: 1838.87 ms [2021-06-19 12:34:18 main:581] : INFO : Epoch 1965 | loss: 0.0312451 | val_loss: 0.0312446 | Time: 1853.08 ms [2021-06-19 12:34:20 main:581] : INFO : Epoch 1966 | loss: 0.0312452 | val_loss: 0.0312447 | Time: 1847.44 ms [2021-06-19 12:34:22 main:581] : INFO : Epoch 1967 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 1849.47 ms [2021-06-19 12:34:24 main:581] : INFO : Epoch 1968 | loss: 0.0312447 | val_loss: 0.0312447 | Time: 1872.74 ms [2021-06-19 12:34:26 main:581] : INFO : Epoch 1969 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1840.74 ms [2021-06-19 12:34:28 main:581] : INFO : Epoch 1970 | loss: 0.0312446 | val_loss: 0.0312441 | Time: 1834.24 ms [2021-06-19 12:34:30 main:581] : INFO : Epoch 1971 | loss: 0.0312452 | val_loss: 0.0312448 | Time: 1829.41 ms [2021-06-19 12:34:31 main:581] : INFO : Epoch 1972 | loss: 0.031245 | val_loss: 0.031244 | Time: 1855.43 ms [2021-06-19 12:34:33 main:581] : INFO : Epoch 1973 | loss: 0.0312446 | val_loss: 0.0312442 | Time: 1856.35 ms [2021-06-19 12:34:35 main:581] : INFO : Epoch 1974 | loss: 0.0312459 | val_loss: 0.031245 | Time: 1865.68 ms [2021-06-19 12:34:37 main:581] : INFO : Epoch 1975 | loss: 0.0312454 | val_loss: 0.0312445 | Time: 1859.4 ms [2021-06-19 12:34:39 main:581] : INFO : Epoch 1976 | loss: 0.0312454 | val_loss: 0.0312439 | Time: 1862.63 ms [2021-06-19 12:34:41 main:581] : INFO : Epoch 1977 | loss: 0.0312446 | val_loss: 0.0312441 | Time: 1866.97 ms [2021-06-19 12:34:43 main:581] : INFO : Epoch 1978 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 1835.05 ms [2021-06-19 12:34:44 main:581] : INFO : Epoch 1979 | loss: 0.0312448 | val_loss: 0.031244 | Time: 1834.53 ms [2021-06-19 12:34:46 main:581] : INFO : Epoch 1980 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 1850.38 ms [2021-06-19 12:34:48 main:581] : INFO : Epoch 1981 | loss: 0.0312446 | val_loss: 0.0312446 | Time: 1845.7 ms [2021-06-19 12:34:50 main:581] : INFO : Epoch 1982 | loss: 0.0312449 | val_loss: 0.0312447 | Time: 1833.16 ms [2021-06-19 12:34:52 main:581] : INFO : Epoch 1983 | loss: 0.0312449 | val_loss: 0.0312447 | Time: 1868.46 ms [2021-06-19 12:34:54 main:581] : INFO : Epoch 1984 | loss: 0.0312464 | val_loss: 0.0312486 | Time: 1882.89 ms [2021-06-19 12:34:56 main:581] : INFO : Epoch 1985 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 1903.99 ms [2021-06-19 12:34:57 main:581] : INFO : Epoch 1986 | loss: 0.0312482 | val_loss: 0.0312467 | Time: 1859.08 ms [2021-06-19 12:34:59 main:581] : INFO : Epoch 1987 | loss: 0.0312464 | val_loss: 0.031245 | Time: 1849.02 ms [2021-06-19 12:35:01 main:581] : INFO : Epoch 1988 | loss: 0.031245 | val_loss: 0.0312441 | Time: 1852.69 ms [2021-06-19 12:35:03 main:581] : INFO : Epoch 1989 | loss: 0.0312445 | val_loss: 0.0312451 | Time: 1840.43 ms [2021-06-19 12:35:05 main:581] : INFO : Epoch 1990 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1838.05 ms [2021-06-19 12:35:07 main:581] : INFO : Epoch 1991 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 1841.13 ms [2021-06-19 12:35:08 main:581] : INFO : Epoch 1992 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 1839.27 ms [2021-06-19 12:35:10 main:581] : INFO : Epoch 1993 | loss: 0.031245 | val_loss: 0.031244 | Time: 1837.16 ms [2021-06-19 12:35:12 main:581] : INFO : Epoch 1994 | loss: 0.0312447 | val_loss: 0.0312447 | Time: 1882.33 ms [2021-06-19 12:35:14 main:581] : INFO : Epoch 1995 | loss: 0.0312459 | val_loss: 0.0312441 | Time: 1862.25 ms [2021-06-19 12:35:16 main:581] : INFO : Epoch 1996 | loss: 0.0312453 | val_loss: 0.0312464 | Time: 1829.24 ms [2021-06-19 12:35:18 main:581] : INFO : Epoch 1997 | loss: 0.0312454 | val_loss: 0.0312442 | Time: 1857.58 ms [2021-06-19 12:35:20 main:581] : INFO : Epoch 1998 | loss: 0.031246 | val_loss: 0.0312444 | Time: 1892.38 ms [2021-06-19 12:35:21 main:581] : INFO : Epoch 1999 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 1860.13 ms [2021-06-19 12:35:23 main:581] : INFO : Epoch 2000 | loss: 0.0312454 | val_loss: 0.0312446 | Time: 1844.66 ms [2021-06-19 12:35:25 main:581] : INFO : Epoch 2001 | loss: 0.0312451 | val_loss: 0.0312444 | Time: 1846.91 ms [2021-06-19 12:35:27 main:581] : INFO : Epoch 2002 | loss: 0.0312446 | val_loss: 0.0312442 | Time: 1849.62 ms [2021-06-19 12:35:29 main:581] : INFO : Epoch 2003 | loss: 0.0312448 | val_loss: 0.0312441 | Time: 1858.47 ms [2021-06-19 12:35:31 main:581] : INFO : Epoch 2004 | loss: 0.0312451 | val_loss: 0.0312447 | Time: 1848.94 ms [2021-06-19 12:35:33 main:581] : INFO : Epoch 2005 | loss: 0.0312447 | val_loss: 0.0312442 | Time: 1858.71 ms [2021-06-19 12:35:34 main:581] : INFO : Epoch 2006 | loss: 0.0312445 | val_loss: 0.0312444 | Time: 1878.31 ms [2021-06-19 12:35:36 main:581] : INFO : Epoch 2007 | loss: 0.0312445 | val_loss: 0.031244 | Time: 1899.84 ms [2021-06-19 12:35:38 main:581] : INFO : Epoch 2008 | loss: 0.0312446 | val_loss: 0.0312444 | Time: 1843.08 ms [2021-06-19 12:35:40 main:581] : INFO : Epoch 2009 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1855.59 ms [2021-06-19 12:35:42 main:581] : INFO : Epoch 2010 | loss: 0.0312446 | val_loss: 0.031244 | Time: 1854.99 ms [2021-06-19 12:35:44 main:581] : INFO : Epoch 2011 | loss: 0.0312452 | val_loss: 0.0312457 | Time: 1849.89 ms [2021-06-19 12:35:46 main:581] : INFO : Epoch 2012 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 1846.87 ms [2021-06-19 12:35:47 main:581] : INFO : Epoch 2013 | loss: 0.031245 | val_loss: 0.031244 | Time: 1862.66 ms [2021-06-19 12:35:49 main:581] : INFO : Epoch 2014 | loss: 0.0312446 | val_loss: 0.0312448 | Time: 1882.65 ms [2021-06-19 12:35:51 main:581] : INFO : Epoch 2015 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 1846.1 ms [2021-06-19 12:35:53 main:581] : INFO : Epoch 2016 | loss: 0.0312447 | val_loss: 0.0312441 | Time: 1853.72 ms [2021-06-19 12:35:55 main:581] : INFO : Epoch 2017 | loss: 0.0312446 | val_loss: 0.0312447 | Time: 1867.59 ms [2021-06-19 12:35:57 main:581] : INFO : Epoch 2018 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 1861 ms [2021-06-19 12:35:59 main:581] : INFO : Epoch 2019 | loss: 0.0312448 | val_loss: 0.0312443 | Time: 1848.93 ms [2021-06-19 12:36:01 main:581] : INFO : Epoch 2020 | loss: 0.0312447 | val_loss: 0.0312447 | Time: 1839.84 ms [2021-06-19 12:36:02 main:581] : INFO : Epoch 2021 | loss: 0.0312452 | val_loss: 0.0312445 | Time: 1855.24 ms [2021-06-19 12:36:04 main:581] : INFO : Epoch 2022 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 1850.34 ms [2021-06-19 12:36:06 main:581] : INFO : Epoch 2023 | loss: 0.0312447 | val_loss: 0.0312457 | Time: 1852.35 ms [2021-06-19 12:36:08 main:581] : INFO : Epoch 2024 | loss: 0.0312455 | val_loss: 0.0312443 | Time: 1817.3 ms [2021-06-19 12:36:10 main:581] : INFO : Epoch 2025 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1835.04 ms [2021-06-19 12:36:12 main:581] : INFO : Epoch 2026 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 1803.02 ms [2021-06-19 12:36:13 main:581] : INFO : Epoch 2027 | loss: 0.0312447 | val_loss: 0.0312443 | Time: 1848.87 ms [2021-06-19 12:36:15 main:581] : INFO : Epoch 2028 | loss: 0.0312448 | val_loss: 0.0312443 | Time: 1878.92 ms [2021-06-19 12:36:17 main:581] : INFO : Epoch 2029 | loss: 0.0312447 | val_loss: 0.0312455 | Time: 1884.1 ms [2021-06-19 12:36:19 main:581] : INFO : Epoch 2030 | loss: 0.0312454 | val_loss: 0.0312445 | Time: 1890.6 ms [2021-06-19 12:36:21 main:581] : INFO : Epoch 2031 | loss: 0.0312455 | val_loss: 0.0312441 | Time: 1876.38 ms [2021-06-19 12:36:23 main:581] : INFO : Epoch 2032 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 1887.35 ms [2021-06-19 12:36:25 main:581] : INFO : Epoch 2033 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 1853.71 ms [2021-06-19 12:36:26 main:581] : INFO : Epoch 2034 | loss: 0.0312449 | val_loss: 0.0312452 | Time: 1857.8 ms [2021-06-19 12:36:28 main:581] : INFO : Epoch 2035 | loss: 0.0312446 | val_loss: 0.031244 | Time: 1840.63 ms [2021-06-19 12:36:30 main:581] : INFO : Epoch 2036 | loss: 0.0312445 | val_loss: 0.0312441 | Time: 1851.58 ms [2021-06-19 12:36:32 main:581] : INFO : Epoch 2037 | loss: 0.0312448 | val_loss: 0.0312447 | Time: 1840.44 ms [2021-06-19 12:36:34 main:581] : INFO : Epoch 2038 | loss: 0.0312449 | val_loss: 0.0312446 | Time: 1851.84 ms [2021-06-19 12:36:36 main:581] : INFO : Epoch 2039 | loss: 0.0312454 | val_loss: 0.0312444 | Time: 1856.33 ms [2021-06-19 12:36:38 main:581] : INFO : Epoch 2040 | loss: 0.0312453 | val_loss: 0.0312443 | Time: 1843.28 ms [2021-06-19 12:36:39 main:581] : INFO : Epoch 2041 | loss: 0.0312451 | val_loss: 0.0312464 | Time: 1857.65 ms [2021-06-19 12:36:41 main:581] : INFO : Epoch 2042 | loss: 0.031245 | val_loss: 0.0312441 | Time: 1858.67 ms [2021-06-19 12:36:43 main:581] : INFO : Epoch 2043 | loss: 0.0312453 | val_loss: 0.0312443 | Time: 1835.57 ms [2021-06-19 12:36:45 main:581] : INFO : Epoch 2044 | loss: 0.0312447 | val_loss: 0.0312442 | Time: 1848.31 ms [2021-06-19 12:36:47 main:581] : INFO : Epoch 2045 | loss: 0.0312455 | val_loss: 0.0312443 | Time: 1905.99 ms [2021-06-19 12:36:49 main:581] : INFO : Epoch 2046 | loss: 0.0312462 | val_loss: 0.0312458 | Time: 1840.55 ms [2021-06-19 12:36:51 main:581] : INFO : Epoch 2047 | loss: 0.0312456 | val_loss: 0.0312466 | Time: 1830.46 ms [2021-06-19 12:36:52 main:581] : INFO : Epoch 2048 | loss: 0.0312454 | val_loss: 0.0312445 | Time: 1858.33 ms [2021-06-19 12:36:52 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312445 [2021-06-19 12:36:52 main:610] : INFO : Saving end state to config to file [2021-06-19 12:36:52 main:615] : INFO : Success, exiting.. 12:36:52 (3424454): 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)