Task 7365602
| Name | ParityModified-1631728850-27885-0_0 |
| Workunit | 5041740 |
| Created | 15 Sep 2021, 18:00:55 UTC |
| Sent | 16 Sep 2021, 11:11:06 UTC |
| Report deadline | 24 Sep 2021, 11:11:06 UTC |
| Received | 16 Sep 2021, 13:19:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6746 |
| Run time | 1 hours 4 min 48 sec |
| CPU time | 1 hours 1 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,733.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.031249 | val_loss: 0.0312522 | Time: 1794.86 ms [2021-09-16 14:02:43 main:574] : INFO : Epoch 1543 | loss: 0.0312487 | val_loss: 0.0312466 | Time: 1732.77 ms [2021-09-16 14:02:45 main:574] : INFO : Epoch 1544 | loss: 0.0312473 | val_loss: 0.0312483 | Time: 1791.57 ms [2021-09-16 14:02:47 main:574] : INFO : Epoch 1545 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 1755.9 ms [2021-09-16 14:02:49 main:574] : INFO : Epoch 1546 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1828.22 ms [2021-09-16 14:02:51 main:574] : INFO : Epoch 1547 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1772.97 ms [2021-09-16 14:02:52 main:574] : INFO : Epoch 1548 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 1960.72 ms [2021-09-16 14:02:54 main:574] : INFO : Epoch 1549 | loss: 0.0312485 | val_loss: 0.031248 | Time: 1852.78 ms [2021-09-16 14:02:56 main:574] : INFO : Epoch 1550 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 2077.01 ms [2021-09-16 14:02:58 main:574] : INFO : Epoch 1551 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 1991.53 ms [2021-09-16 14:03:00 main:574] : INFO : Epoch 1552 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 1902.32 ms [2021-09-16 14:03:02 main:574] : INFO : Epoch 1553 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 1942.39 ms [2021-09-16 14:03:04 main:574] : INFO : Epoch 1554 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 2110.6 ms [2021-09-16 14:03:06 main:574] : INFO : Epoch 1555 | loss: 0.0312485 | val_loss: 0.0312468 | Time: 2004.02 ms [2021-09-16 14:03:08 main:574] : INFO : Epoch 1556 | loss: 0.0312474 | val_loss: 0.0312479 | Time: 1866.73 ms [2021-09-16 14:03:10 main:574] : INFO : Epoch 1557 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1763.66 ms [2021-09-16 14:03:12 main:574] : INFO : Epoch 1558 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 1783.95 ms [2021-09-16 14:03:14 main:574] : INFO : Epoch 1559 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 1888.07 ms [2021-09-16 14:03:16 main:574] : INFO : Epoch 1560 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 1811.77 ms [2021-09-16 14:03:17 main:574] : INFO : Epoch 1561 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 1819.56 ms [2021-09-16 14:03:19 main:574] : INFO : Epoch 1562 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 1805.45 ms [2021-09-16 14:03:21 main:574] : INFO : Epoch 1563 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 1736.66 ms [2021-09-16 14:03:23 main:574] : INFO : Epoch 1564 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1753.24 ms [2021-09-16 14:03:25 main:574] : INFO : Epoch 1565 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 1984.45 ms [2021-09-16 14:03:26 main:574] : INFO : Epoch 1566 | loss: 0.0312489 | val_loss: 0.0312519 | Time: 1759.38 ms [2021-09-16 14:03:28 main:574] : INFO : Epoch 1567 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 1816.01 ms [2021-09-16 14:03:30 main:574] : INFO : Epoch 1568 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 1973.92 ms [2021-09-16 14:03:32 main:574] : INFO : Epoch 1569 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 1803.86 ms [2021-09-16 14:03:34 main:574] : INFO : Epoch 1570 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 1977.76 ms [2021-09-16 14:03:36 main:574] : INFO : Epoch 1571 | loss: 0.0312491 | val_loss: 0.0312468 | Time: 1865.41 ms [2021-09-16 14:03:38 main:574] : INFO : Epoch 1572 | loss: 0.0312484 | val_loss: 0.031247 | Time: 1777.18 ms [2021-09-16 14:03:40 main:574] : INFO : Epoch 1573 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1851.47 ms [2021-09-16 14:03:41 main:574] : INFO : Epoch 1574 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 1783.7 ms [2021-09-16 14:03:43 main:574] : INFO : Epoch 1575 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 1755.51 ms [2021-09-16 14:03:45 main:574] : INFO : Epoch 1576 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 1806.87 ms [2021-09-16 14:03:47 main:574] : INFO : Epoch 1577 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 1754.64 ms [2021-09-16 14:03:49 main:574] : INFO : Epoch 1578 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 1890.77 ms [2021-09-16 14:03:50 main:574] : INFO : Epoch 1579 | loss: 0.0312494 | val_loss: 0.0312544 | Time: 1777.9 ms [2021-09-16 14:03:52 main:574] : INFO : Epoch 1580 | loss: 0.0312494 | val_loss: 0.0312476 | Time: 1753.94 ms [2021-09-16 14:03:54 main:574] : INFO : Epoch 1581 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1902.46 ms [2021-09-16 14:03:56 main:574] : INFO : Epoch 1582 | loss: 0.0312477 | val_loss: 0.031247 | Time: 2330.65 ms [2021-09-16 14:03:58 main:574] : INFO : Epoch 1583 | loss: 0.0312486 | val_loss: 0.0312505 | Time: 1949.11 ms [2021-09-16 14:04:00 main:574] : INFO : Epoch 1584 | loss: 0.0312493 | val_loss: 0.0312483 | Time: 2057.24 ms [2021-09-16 14:04:03 main:574] : INFO : Epoch 1585 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 2173.68 ms [2021-09-16 14:04:04 main:574] : INFO : Epoch 1586 | loss: 0.0312479 | val_loss: 0.0312466 | Time: 1947.05 ms [2021-09-16 14:04:07 main:574] : INFO : Epoch 1587 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 2620.27 ms [2021-09-16 14:04:09 main:574] : INFO : Epoch 1588 | loss: 0.0312483 | val_loss: 0.031249 | Time: 1797.91 ms [2021-09-16 14:04:11 main:574] : INFO : Epoch 1589 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 2343.31 ms [2021-09-16 14:04:13 main:574] : INFO : Epoch 1590 | loss: 0.031248 | val_loss: 0.0312486 | Time: 1979.33 ms [2021-09-16 14:04:15 main:574] : INFO : Epoch 1591 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 1918.21 ms [2021-09-16 14:04:17 main:574] : INFO : Epoch 1592 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1780.42 ms [2021-09-16 14:04:19 main:574] : INFO : Epoch 1593 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 1781.68 ms [2021-09-16 14:04:21 main:574] : INFO : Epoch 1594 | loss: 0.0312473 | val_loss: 0.0312482 | Time: 1804.92 ms [2021-09-16 14:04:23 main:574] : INFO : Epoch 1595 | loss: 0.0312477 | val_loss: 0.031247 | Time: 2166.56 ms [2021-09-16 14:04:25 main:574] : INFO : Epoch 1596 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 1827.05 ms [2021-09-16 14:04:26 main:574] : INFO : Epoch 1597 | loss: 0.0312475 | val_loss: 0.0312466 | Time: 1769.83 ms [2021-09-16 14:04:28 main:574] : INFO : Epoch 1598 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 1734.39 ms [2021-09-16 14:04:30 main:574] : INFO : Epoch 1599 | loss: 0.0312488 | val_loss: 0.0312469 | Time: 1790.79 ms [2021-09-16 14:04:32 main:574] : INFO : Epoch 1600 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 1810.18 ms [2021-09-16 14:04:33 main:574] : INFO : Epoch 1601 | loss: 0.031248 | val_loss: 0.0312477 | Time: 1712.34 ms [2021-09-16 14:04:35 main:574] : INFO : Epoch 1602 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 1932.32 ms [2021-09-16 14:04:37 main:574] : INFO : Epoch 1603 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 1906.55 ms [2021-09-16 14:04:39 main:574] : INFO : Epoch 1604 | loss: 0.0312487 | val_loss: 0.03125 | Time: 1799.43 ms [2021-09-16 14:04:41 main:574] : INFO : Epoch 1605 | loss: 0.0312485 | val_loss: 0.0312471 | Time: 1951.83 ms [2021-09-16 14:04:43 main:574] : INFO : Epoch 1606 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 2065.91 ms [2021-09-16 14:04:45 main:574] : INFO : Epoch 1607 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 1811.56 ms [2021-09-16 14:04:47 main:574] : INFO : Epoch 1608 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 1885.71 ms [2021-09-16 14:04:49 main:574] : INFO : Epoch 1609 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 1844.05 ms [2021-09-16 14:04:50 main:574] : INFO : Epoch 1610 | loss: 0.0312474 | val_loss: 0.0312481 | Time: 1885.28 ms [2021-09-16 14:04:53 main:574] : INFO : Epoch 1611 | loss: 0.0312477 | val_loss: 0.0312465 | Time: 2939.77 ms [2021-09-16 14:04:56 main:574] : INFO : Epoch 1612 | loss: 0.0312473 | val_loss: 0.0312485 | Time: 2097.37 ms [2021-09-16 14:04:58 main:574] : INFO : Epoch 1613 | loss: 0.0312483 | val_loss: 0.0312466 | Time: 2226.9 ms [2021-09-16 14:05:00 main:574] : INFO : Epoch 1614 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 2317.51 ms [2021-09-16 14:05:02 main:574] : INFO : Epoch 1615 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 1887.69 ms [2021-09-16 14:05:04 main:574] : INFO : Epoch 1616 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 2309.51 ms [2021-09-16 14:05:07 main:574] : INFO : Epoch 1617 | loss: 0.0312477 | val_loss: 0.0312465 | Time: 2269.8 ms [2021-09-16 14:05:09 main:574] : INFO : Epoch 1618 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 2249.13 ms [2021-09-16 14:05:11 main:574] : INFO : Epoch 1619 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 2442.37 ms [2021-09-16 14:05:13 main:574] : INFO : Epoch 1620 | loss: 0.0312471 | val_loss: 0.031249 | Time: 2066.22 ms [2021-09-16 14:05:17 main:574] : INFO : Epoch 1621 | loss: 0.031248 | val_loss: 0.0312464 | Time: 3198.43 ms [2021-09-16 14:05:19 main:574] : INFO : Epoch 1622 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 2084.52 ms [2021-09-16 14:05:21 main:574] : INFO : Epoch 1623 | loss: 0.031248 | val_loss: 0.0312467 | Time: 2162.97 ms [2021-09-16 14:05:23 main:574] : INFO : Epoch 1624 | loss: 0.0312481 | val_loss: 0.0312466 | Time: 2002.15 ms [2021-09-16 14:05:25 main:574] : INFO : Epoch 1625 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 2099.05 ms [2021-09-16 14:05:27 main:574] : INFO : Epoch 1626 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 2222.17 ms [2021-09-16 14:05:30 main:574] : INFO : Epoch 1627 | loss: 0.0312481 | val_loss: 0.0312468 | Time: 2329.88 ms [2021-09-16 14:05:32 main:574] : INFO : Epoch 1628 | loss: 0.0312474 | val_loss: 0.031247 | Time: 1963.88 ms [2021-09-16 14:05:33 main:574] : INFO : Epoch 1629 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 1925.56 ms [2021-09-16 14:05:35 main:574] : INFO : Epoch 1630 | loss: 0.0312479 | val_loss: 0.0312482 | Time: 1958.33 ms [2021-09-16 14:05:38 main:574] : INFO : Epoch 1631 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 2276.73 ms [2021-09-16 14:05:40 main:574] : INFO : Epoch 1632 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 2123.84 ms [2021-09-16 14:05:42 main:574] : INFO : Epoch 1633 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 2074.77 ms [2021-09-16 14:05:44 main:574] : INFO : Epoch 1634 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 1949.53 ms [2021-09-16 14:05:46 main:574] : INFO : Epoch 1635 | loss: 0.0312487 | val_loss: 0.0312471 | Time: 2116.14 ms [2021-09-16 14:05:48 main:574] : INFO : Epoch 1636 | loss: 0.0312482 | val_loss: 0.0312492 | Time: 1947.21 ms [2021-09-16 14:05:51 main:574] : INFO : Epoch 1637 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 2663.8 ms [2021-09-16 14:05:53 main:574] : INFO : Epoch 1638 | loss: 0.0312492 | val_loss: 0.0312564 | Time: 2203.48 ms [2021-09-16 14:05:55 main:574] : INFO : Epoch 1639 | loss: 0.0312505 | val_loss: 0.031247 | Time: 1954.13 ms [2021-09-16 14:05:57 main:574] : INFO : Epoch 1640 | loss: 0.0312504 | val_loss: 0.0312483 | Time: 1837.32 ms [2021-09-16 14:06:00 main:574] : INFO : Epoch 1641 | loss: 0.031249 | val_loss: 0.0312482 | Time: 2313.34 ms [2021-09-16 14:06:02 main:574] : INFO : Epoch 1642 | loss: 0.0312498 | val_loss: 0.0312478 | Time: 2428.74 ms [2021-09-16 14:06:04 main:574] : INFO : Epoch 1643 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2077.57 ms [2021-09-16 14:06:06 main:574] : INFO : Epoch 1644 | loss: 0.0312482 | val_loss: 0.0312467 | Time: 2227.48 ms [2021-09-16 14:06:09 main:574] : INFO : Epoch 1645 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 2168.33 ms [2021-09-16 14:06:11 main:574] : INFO : Epoch 1646 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 2239.5 ms [2021-09-16 14:06:13 main:574] : INFO : Epoch 1647 | loss: 0.0312493 | val_loss: 0.0312471 | Time: 2249.62 ms [2021-09-16 14:06:15 main:574] : INFO : Epoch 1648 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 1979.79 ms [2021-09-16 14:06:17 main:574] : INFO : Epoch 1649 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 2206.21 ms [2021-09-16 14:06:20 main:574] : INFO : Epoch 1650 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 2254.74 ms [2021-09-16 14:06:22 main:574] : INFO : Epoch 1651 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 2217.97 ms [2021-09-16 14:06:24 main:574] : INFO : Epoch 1652 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 2000.92 ms [2021-09-16 14:06:26 main:574] : INFO : Epoch 1653 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 2014.26 ms [2021-09-16 14:06:28 main:574] : INFO : Epoch 1654 | loss: 0.0312476 | val_loss: 0.0312498 | Time: 2176.6 ms [2021-09-16 14:06:30 main:574] : INFO : Epoch 1655 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1929.64 ms [2021-09-16 14:06:32 main:574] : INFO : Epoch 1656 | loss: 0.0312482 | val_loss: 0.0312466 | Time: 1887.57 ms [2021-09-16 14:06:34 main:574] : INFO : Epoch 1657 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1917.04 ms [2021-09-16 14:06:36 main:574] : INFO : Epoch 1658 | loss: 0.0312471 | val_loss: 0.0312473 | Time: 1885.62 ms [2021-09-16 14:06:38 main:574] : INFO : Epoch 1659 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 2113.38 ms [2021-09-16 14:06:40 main:574] : INFO : Epoch 1660 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 2313.73 ms [2021-09-16 14:06:42 main:574] : INFO : Epoch 1661 | loss: 0.0312472 | val_loss: 0.0312464 | Time: 2174.4 ms [2021-09-16 14:06:44 main:574] : INFO : Epoch 1662 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 2029.33 ms [2021-09-16 14:06:46 main:574] : INFO : Epoch 1663 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 1865.65 ms [2021-09-16 14:06:48 main:574] : INFO : Epoch 1664 | loss: 0.0312473 | val_loss: 0.031247 | Time: 1953.02 ms [2021-09-16 14:06:50 main:574] : INFO : Epoch 1665 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 1862.55 ms [2021-09-16 14:06:52 main:574] : INFO : Epoch 1666 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1892.04 ms [2021-09-16 14:06:54 main:574] : INFO : Epoch 1667 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 1797.14 ms [2021-09-16 14:06:55 main:574] : INFO : Epoch 1668 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1823.62 ms [2021-09-16 14:06:57 main:574] : INFO : Epoch 1669 | loss: 0.0312491 | val_loss: 0.0312478 | Time: 1898.71 ms [2021-09-16 14:06:59 main:574] : INFO : Epoch 1670 | loss: 0.0312486 | val_loss: 0.031248 | Time: 1857.27 ms [2021-09-16 14:07:01 main:574] : INFO : Epoch 1671 | loss: 0.0312483 | val_loss: 0.031247 | Time: 1870.86 ms [2021-09-16 14:07:03 main:574] : INFO : Epoch 1672 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 1823.94 ms [2021-09-16 14:07:05 main:574] : INFO : Epoch 1673 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 1850.57 ms [2021-09-16 14:07:07 main:574] : INFO : Epoch 1674 | loss: 0.0312486 | val_loss: 0.031251 | Time: 1889.85 ms [2021-09-16 14:07:09 main:574] : INFO : Epoch 1675 | loss: 0.031248 | val_loss: 0.0312487 | Time: 1952.84 ms [2021-09-16 14:07:10 main:574] : INFO : Epoch 1676 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 1824.25 ms [2021-09-16 14:07:12 main:574] : INFO : Epoch 1677 | loss: 0.0312487 | val_loss: 0.0312513 | Time: 1936.16 ms [2021-09-16 14:07:14 main:574] : INFO : Epoch 1678 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1996.07 ms [2021-09-16 14:07:16 main:574] : INFO : Epoch 1679 | loss: 0.0312474 | val_loss: 0.0312483 | Time: 1893.69 ms [2021-09-16 14:07:18 main:574] : INFO : Epoch 1680 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 1942.01 ms [2021-09-16 14:07:20 main:574] : INFO : Epoch 1681 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1849.5 ms [2021-09-16 14:07:22 main:574] : INFO : Epoch 1682 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 1841.4 ms [2021-09-16 14:07:24 main:574] : INFO : Epoch 1683 | loss: 0.0312485 | val_loss: 0.0312468 | Time: 1814.2 ms [2021-09-16 14:07:26 main:574] : INFO : Epoch 1684 | loss: 0.031249 | val_loss: 0.0312526 | Time: 1862.69 ms [2021-09-16 14:07:27 main:574] : INFO : Epoch 1685 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1871.05 ms [2021-09-16 14:07:29 main:574] : INFO : Epoch 1686 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1885.78 ms [2021-09-16 14:07:31 main:574] : INFO : Epoch 1687 | loss: 0.0312491 | val_loss: 0.0312469 | Time: 1906.33 ms [2021-09-16 14:07:33 main:574] : INFO : Epoch 1688 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 1899.54 ms [2021-09-16 14:07:35 main:574] : INFO : Epoch 1689 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 1808 ms [2021-09-16 14:07:37 main:574] : INFO : Epoch 1690 | loss: 0.0312472 | val_loss: 0.0312467 | Time: 1884.23 ms [2021-09-16 14:07:39 main:574] : INFO : Epoch 1691 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 1934.32 ms [2021-09-16 14:07:41 main:574] : INFO : Epoch 1692 | loss: 0.0312477 | val_loss: 0.031247 | Time: 1868.15 ms [2021-09-16 14:07:43 main:574] : INFO : Epoch 1693 | loss: 0.0312478 | val_loss: 0.0312486 | Time: 1838.88 ms [2021-09-16 14:07:44 main:574] : INFO : Epoch 1694 | loss: 0.0312477 | val_loss: 0.031248 | Time: 1866.41 ms [2021-09-16 14:07:46 main:574] : INFO : Epoch 1695 | loss: 0.0312493 | val_loss: 0.0312486 | Time: 1866.06 ms [2021-09-16 14:07:48 main:574] : INFO : Epoch 1696 | loss: 0.031249 | val_loss: 0.031249 | Time: 1848.7 ms [2021-09-16 14:07:50 main:574] : INFO : Epoch 1697 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 1855.41 ms [2021-09-16 14:07:52 main:574] : INFO : Epoch 1698 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1894.69 ms [2021-09-16 14:07:54 main:574] : INFO : Epoch 1699 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 1831.47 ms [2021-09-16 14:07:56 main:574] : INFO : Epoch 1700 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 1830.34 ms [2021-09-16 14:07:57 main:574] : INFO : Epoch 1701 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 1833.15 ms [2021-09-16 14:07:59 main:574] : INFO : Epoch 1702 | loss: 0.031248 | val_loss: 0.0312493 | Time: 1823.58 ms [2021-09-16 14:08:01 main:574] : INFO : Epoch 1703 | loss: 0.0312482 | val_loss: 0.0312467 | Time: 1832.17 ms [2021-09-16 14:08:03 main:574] : INFO : Epoch 1704 | loss: 0.0312475 | val_loss: 0.0312465 | Time: 1838.17 ms [2021-09-16 14:08:05 main:574] : INFO : Epoch 1705 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 1950.56 ms [2021-09-16 14:08:07 main:574] : INFO : Epoch 1706 | loss: 0.031248 | val_loss: 0.0312469 | Time: 1927.09 ms [2021-09-16 14:08:09 main:574] : INFO : Epoch 1707 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1875.18 ms [2021-09-16 14:08:10 main:574] : INFO : Epoch 1708 | loss: 0.0312478 | val_loss: 0.031248 | Time: 1849.14 ms [2021-09-16 14:08:12 main:574] : INFO : Epoch 1709 | loss: 0.0312479 | val_loss: 0.031247 | Time: 1875.57 ms [2021-09-16 14:08:14 main:574] : INFO : Epoch 1710 | loss: 0.031248 | val_loss: 0.0312468 | Time: 2006.39 ms [2021-09-16 14:08:16 main:574] : INFO : Epoch 1711 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1804.52 ms [2021-09-16 14:08:18 main:574] : INFO : Epoch 1712 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 1844.84 ms [2021-09-16 14:08:20 main:574] : INFO : Epoch 1713 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1913.12 ms [2021-09-16 14:08:22 main:574] : INFO : Epoch 1714 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1842.9 ms [2021-09-16 14:08:24 main:574] : INFO : Epoch 1715 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 1854.83 ms [2021-09-16 14:08:25 main:574] : INFO : Epoch 1716 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 1832.43 ms [2021-09-16 14:08:27 main:574] : INFO : Epoch 1717 | loss: 0.0312475 | val_loss: 0.0312466 | Time: 1849.67 ms [2021-09-16 14:08:29 main:574] : INFO : Epoch 1718 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 1864.34 ms [2021-09-16 14:08:31 main:574] : INFO : Epoch 1719 | loss: 0.031248 | val_loss: 0.0312482 | Time: 1876.06 ms [2021-09-16 14:08:33 main:574] : INFO : Epoch 1720 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 1897.27 ms [2021-09-16 14:08:35 main:574] : INFO : Epoch 1721 | loss: 0.0312486 | val_loss: 0.031247 | Time: 1822.8 ms [2021-09-16 14:08:37 main:574] : INFO : Epoch 1722 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 1847.55 ms [2021-09-16 14:08:38 main:574] : INFO : Epoch 1723 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 1830.72 ms [2021-09-16 14:08:40 main:574] : INFO : Epoch 1724 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1897 ms [2021-09-16 14:08:42 main:574] : INFO : Epoch 1725 | loss: 0.031248 | val_loss: 0.031247 | Time: 1824.37 ms [2021-09-16 14:08:44 main:574] : INFO : Epoch 1726 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 1844.18 ms [2021-09-16 14:08:46 main:574] : INFO : Epoch 1727 | loss: 0.0312484 | val_loss: 0.031247 | Time: 1851.09 ms [2021-09-16 14:08:48 main:574] : INFO : Epoch 1728 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1831.96 ms [2021-09-16 14:08:50 main:574] : INFO : Epoch 1729 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 1884.18 ms [2021-09-16 14:08:52 main:574] : INFO : Epoch 1730 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 1942.51 ms [2021-09-16 14:08:53 main:574] : INFO : Epoch 1731 | loss: 0.0312479 | val_loss: 0.0312465 | Time: 1882.51 ms [2021-09-16 14:08:55 main:574] : INFO : Epoch 1732 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 1889.82 ms [2021-09-16 14:08:57 main:574] : INFO : Epoch 1733 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 1898.42 ms [2021-09-16 14:08:59 main:574] : INFO : Epoch 1734 | loss: 0.0312475 | val_loss: 0.031247 | Time: 1858.88 ms [2021-09-16 14:09:01 main:574] : INFO : Epoch 1735 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 1886.3 ms [2021-09-16 14:09:03 main:574] : INFO : Epoch 1736 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 1821.66 ms [2021-09-16 14:09:05 main:574] : INFO : Epoch 1737 | loss: 0.031248 | val_loss: 0.0312467 | Time: 1847.33 ms [2021-09-16 14:09:07 main:574] : INFO : Epoch 1738 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1926.26 ms [2021-09-16 14:09:09 main:574] : INFO : Epoch 1739 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 1886.95 ms [2021-09-16 14:09:10 main:574] : INFO : Epoch 1740 | loss: 0.0312474 | val_loss: 0.0312484 | Time: 1842.45 ms [2021-09-16 14:09:12 main:574] : INFO : Epoch 1741 | loss: 0.0312472 | val_loss: 0.031247 | Time: 1842.87 ms [2021-09-16 14:09:14 main:574] : INFO : Epoch 1742 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1829.92 ms [2021-09-16 14:09:16 main:574] : INFO : Epoch 1743 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1879.87 ms [2021-09-16 14:09:18 main:574] : INFO : Epoch 1744 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 1824.02 ms [2021-09-16 14:09:20 main:574] : INFO : Epoch 1745 | loss: 0.0312483 | val_loss: 0.0312506 | Time: 1832.76 ms [2021-09-16 14:09:22 main:574] : INFO : Epoch 1746 | loss: 0.0312498 | val_loss: 0.0312482 | Time: 1904.57 ms [2021-09-16 14:09:23 main:574] : INFO : Epoch 1747 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 1832.52 ms [2021-09-16 14:09:25 main:574] : INFO : Epoch 1748 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 1864.83 ms [2021-09-16 14:09:27 main:574] : INFO : Epoch 1749 | loss: 0.0312478 | val_loss: 0.0312496 | Time: 1921.75 ms [2021-09-16 14:09:29 main:574] : INFO : Epoch 1750 | loss: 0.0312489 | val_loss: 0.0312471 | Time: 1851.02 ms [2021-09-16 14:09:31 main:574] : INFO : Epoch 1751 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 1863.1 ms [2021-09-16 14:09:33 main:574] : INFO : Epoch 1752 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 1828.83 ms [2021-09-16 14:09:35 main:574] : INFO : Epoch 1753 | loss: 0.031248 | val_loss: 0.0312476 | Time: 1837.75 ms [2021-09-16 14:09:36 main:574] : INFO : Epoch 1754 | loss: 0.0312521 | val_loss: 0.0312649 | Time: 1849.22 ms [2021-09-16 14:09:38 main:574] : INFO : Epoch 1755 | loss: 0.0317903 | val_loss: 0.0319167 | Time: 1857.66 ms [2021-09-16 14:09:40 main:574] : INFO : Epoch 1756 | loss: 0.0344664 | val_loss: 0.0319646 | Time: 1853.13 ms [2021-09-16 14:09:42 main:574] : INFO : Epoch 1757 | loss: 0.0315393 | val_loss: 0.0313712 | Time: 1830.52 ms [2021-09-16 14:09:44 main:574] : INFO : Epoch 1758 | loss: 0.0313084 | val_loss: 0.0312699 | Time: 1867.13 ms [2021-09-16 14:09:46 main:574] : INFO : Epoch 1759 | loss: 0.0312586 | val_loss: 0.0312538 | Time: 1840.18 ms [2021-09-16 14:09:47 main:574] : INFO : Epoch 1760 | loss: 0.0312517 | val_loss: 0.03125 | Time: 1813.5 ms [2021-09-16 14:09:49 main:574] : INFO : Epoch 1761 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 1852.43 ms [2021-09-16 14:09:51 main:574] : INFO : Epoch 1762 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 1845.8 ms [2021-09-16 14:09:53 main:574] : INFO : Epoch 1763 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 1921.24 ms [2021-09-16 14:09:55 main:574] : INFO : Epoch 1764 | loss: 0.031248 | val_loss: 0.0312478 | Time: 1887.81 ms [2021-09-16 14:09:57 main:574] : INFO : Epoch 1765 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 1839.51 ms [2021-09-16 14:09:59 main:574] : INFO : Epoch 1766 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 1856.9 ms [2021-09-16 14:10:01 main:574] : INFO : Epoch 1767 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 1983.01 ms [2021-09-16 14:10:03 main:574] : INFO : Epoch 1768 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 1832.65 ms [2021-09-16 14:10:04 main:574] : INFO : Epoch 1769 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 1871.64 ms [2021-09-16 14:10:06 main:574] : INFO : Epoch 1770 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 1872.34 ms [2021-09-16 14:10:08 main:574] : INFO : Epoch 1771 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1859.2 ms [2021-09-16 14:10:10 main:574] : INFO : Epoch 1772 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 1880.72 ms [2021-09-16 14:10:12 main:574] : INFO : Epoch 1773 | loss: 0.0312472 | val_loss: 0.031247 | Time: 1845.22 ms [2021-09-16 14:10:14 main:574] : INFO : Epoch 1774 | loss: 0.0312473 | val_loss: 0.031247 | Time: 1844.94 ms [2021-09-16 14:10:16 main:574] : INFO : Epoch 1775 | loss: 0.0312473 | val_loss: 0.0312483 | Time: 1967.8 ms [2021-09-16 14:10:18 main:574] : INFO : Epoch 1776 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 1858.17 ms [2021-09-16 14:10:19 main:574] : INFO : Epoch 1777 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 1875.3 ms [2021-09-16 14:10:21 main:574] : INFO : Epoch 1778 | loss: 0.0312486 | val_loss: 0.0312475 | Time: 1799.5 ms [2021-09-16 14:10:23 main:574] : INFO : Epoch 1779 | loss: 0.031248 | val_loss: 0.0312474 | Time: 1875.6 ms [2021-09-16 14:10:25 main:574] : INFO : Epoch 1780 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 1838.06 ms [2021-09-16 14:10:27 main:574] : INFO : Epoch 1781 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 1821.38 ms [2021-09-16 14:10:29 main:574] : INFO : Epoch 1782 | loss: 0.0312474 | val_loss: 0.0312482 | Time: 1828.65 ms [2021-09-16 14:10:30 main:574] : INFO : Epoch 1783 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1821.53 ms [2021-09-16 14:10:32 main:574] : INFO : Epoch 1784 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 1823.77 ms [2021-09-16 14:10:34 main:574] : INFO : Epoch 1785 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 1887.67 ms [2021-09-16 14:10:36 main:574] : INFO : Epoch 1786 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 1838.69 ms [2021-09-16 14:10:38 main:574] : INFO : Epoch 1787 | loss: 0.0312473 | val_loss: 0.0312482 | Time: 1853.59 ms [2021-09-16 14:10:40 main:574] : INFO : Epoch 1788 | loss: 0.0312472 | val_loss: 0.0312481 | Time: 1846.01 ms [2021-09-16 14:10:42 main:574] : INFO : Epoch 1789 | loss: 0.0312481 | val_loss: 0.031248 | Time: 1856.54 ms [2021-09-16 14:10:43 main:574] : INFO : Epoch 1790 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 1853.27 ms [2021-09-16 14:10:45 main:574] : INFO : Epoch 1791 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 1861.9 ms [2021-09-16 14:10:47 main:574] : INFO : Epoch 1792 | loss: 0.0312473 | val_loss: 0.031247 | Time: 1848.46 ms [2021-09-16 14:10:49 main:574] : INFO : Epoch 1793 | loss: 0.0312481 | val_loss: 0.0312498 | Time: 1867.43 ms [2021-09-16 14:10:51 main:574] : INFO : Epoch 1794 | loss: 0.0312479 | val_loss: 0.031247 | Time: 1855.27 ms [2021-09-16 14:10:53 main:574] : INFO : Epoch 1795 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 1919.71 ms [2021-09-16 14:10:55 main:574] : INFO : Epoch 1796 | loss: 0.0312471 | val_loss: 0.0312474 | Time: 1887.28 ms [2021-09-16 14:10:57 main:574] : INFO : Epoch 1797 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 1860.44 ms [2021-09-16 14:10:58 main:574] : INFO : Epoch 1798 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1845.71 ms [2021-09-16 14:11:00 main:574] : INFO : Epoch 1799 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1870.86 ms [2021-09-16 14:11:02 main:574] : INFO : Epoch 1800 | loss: 0.031248 | val_loss: 0.0312479 | Time: 1893.81 ms [2021-09-16 14:11:04 main:574] : INFO : Epoch 1801 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 1911.15 ms [2021-09-16 14:11:06 main:574] : INFO : Epoch 1802 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 1841.81 ms [2021-09-16 14:11:08 main:574] : INFO : Epoch 1803 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 1831.84 ms [2021-09-16 14:11:10 main:574] : INFO : Epoch 1804 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 1879.57 ms [2021-09-16 14:11:12 main:574] : INFO : Epoch 1805 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 1878.18 ms [2021-09-16 14:11:13 main:574] : INFO : Epoch 1806 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 1836.36 ms [2021-09-16 14:11:15 main:574] : INFO : Epoch 1807 | loss: 0.0312475 | val_loss: 0.0312479 | Time: 1838.34 ms [2021-09-16 14:11:17 main:574] : INFO : Epoch 1808 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1828.73 ms [2021-09-16 14:11:19 main:574] : INFO : Epoch 1809 | loss: 0.0312476 | val_loss: 0.031247 | Time: 1899.66 ms [2021-09-16 14:11:21 main:574] : INFO : Epoch 1810 | loss: 0.0312486 | val_loss: 0.0312475 | Time: 1873.37 ms [2021-09-16 14:11:23 main:574] : INFO : Epoch 1811 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 1961.35 ms [2021-09-16 14:11:25 main:574] : INFO : Epoch 1812 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 1842.59 ms [2021-09-16 14:11:26 main:574] : INFO : Epoch 1813 | loss: 0.0312482 | val_loss: 0.031248 | Time: 1850.1 ms [2021-09-16 14:11:28 main:574] : INFO : Epoch 1814 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1860.06 ms [2021-09-16 14:11:30 main:574] : INFO : Epoch 1815 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 1833.08 ms [2021-09-16 14:11:32 main:574] : INFO : Epoch 1816 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 1871.61 ms [2021-09-16 14:11:34 main:574] : INFO : Epoch 1817 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 1929.66 ms [2021-09-16 14:11:36 main:574] : INFO : Epoch 1818 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 1839.9 ms [2021-09-16 14:11:38 main:574] : INFO : Epoch 1819 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1830.94 ms [2021-09-16 14:11:40 main:574] : INFO : Epoch 1820 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 1897.33 ms [2021-09-16 14:11:41 main:574] : INFO : Epoch 1821 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 1915.37 ms [2021-09-16 14:11:43 main:574] : INFO : Epoch 1822 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 1874.55 ms [2021-09-16 14:11:45 main:574] : INFO : Epoch 1823 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 1815.34 ms [2021-09-16 14:11:47 main:574] : INFO : Epoch 1824 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1931.88 ms [2021-09-16 14:11:49 main:574] : INFO : Epoch 1825 | loss: 0.0312474 | val_loss: 0.0312485 | Time: 1858.52 ms [2021-09-16 14:11:51 main:574] : INFO : Epoch 1826 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1857.14 ms [2021-09-16 14:11:53 main:574] : INFO : Epoch 1827 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 1880.13 ms [2021-09-16 14:11:55 main:574] : INFO : Epoch 1828 | loss: 0.0312494 | val_loss: 0.031249 | Time: 1825.18 ms [2021-09-16 14:11:56 main:574] : INFO : Epoch 1829 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1893.68 ms [2021-09-16 14:11:58 main:574] : INFO : Epoch 1830 | loss: 0.0312472 | val_loss: 0.031247 | Time: 1918.49 ms [2021-09-16 14:12:00 main:574] : INFO : Epoch 1831 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 1931.6 ms [2021-09-16 14:12:02 main:574] : INFO : Epoch 1832 | loss: 0.031249 | val_loss: 0.0312484 | Time: 1839.52 ms [2021-09-16 14:12:04 main:574] : INFO : Epoch 1833 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 1806.33 ms [2021-09-16 14:12:06 main:574] : INFO : Epoch 1834 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 1895.08 ms [2021-09-16 14:12:08 main:574] : INFO : Epoch 1835 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 1877.64 ms [2021-09-16 14:12:10 main:574] : INFO : Epoch 1836 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1870.42 ms [2021-09-16 14:12:11 main:574] : INFO : Epoch 1837 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 1840.5 ms [2021-09-16 14:12:13 main:574] : INFO : Epoch 1838 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 1874.33 ms [2021-09-16 14:12:15 main:574] : INFO : Epoch 1839 | loss: 0.0312475 | val_loss: 0.0312466 | Time: 1855.14 ms [2021-09-16 14:12:17 main:574] : INFO : Epoch 1840 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 1829.46 ms [2021-09-16 14:12:19 main:574] : INFO : Epoch 1841 | loss: 0.0312471 | val_loss: 0.031247 | Time: 1886.27 ms [2021-09-16 14:12:21 main:574] : INFO : Epoch 1842 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 1896.94 ms [2021-09-16 14:12:23 main:574] : INFO : Epoch 1843 | loss: 0.031247 | val_loss: 0.031248 | Time: 1871.08 ms [2021-09-16 14:12:25 main:574] : INFO : Epoch 1844 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 1900.7 ms [2021-09-16 14:12:26 main:574] : INFO : Epoch 1845 | loss: 0.031247 | val_loss: 0.0312469 | Time: 1865.25 ms [2021-09-16 14:12:28 main:574] : INFO : Epoch 1846 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1867.39 ms [2021-09-16 14:12:30 main:574] : INFO : Epoch 1847 | loss: 0.0312471 | val_loss: 0.0312467 | Time: 1882.35 ms [2021-09-16 14:12:32 main:574] : INFO : Epoch 1848 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 1867.98 ms [2021-09-16 14:12:34 main:574] : INFO : Epoch 1849 | loss: 0.0312475 | val_loss: 0.0312491 | Time: 1847.1 ms [2021-09-16 14:12:36 main:574] : INFO : Epoch 1850 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 1853.52 ms [2021-09-16 14:12:38 main:574] : INFO : Epoch 1851 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 1858.24 ms [2021-09-16 14:12:39 main:574] : INFO : Epoch 1852 | loss: 0.0312475 | val_loss: 0.031247 | Time: 1809.18 ms [2021-09-16 14:12:41 main:574] : INFO : Epoch 1853 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 1808.79 ms [2021-09-16 14:12:43 main:574] : INFO : Epoch 1854 | loss: 0.0312473 | val_loss: 0.031247 | Time: 1964.67 ms [2021-09-16 14:12:45 main:574] : INFO : Epoch 1855 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 1856.67 ms [2021-09-16 14:12:47 main:574] : INFO : Epoch 1856 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1808.95 ms [2021-09-16 14:12:49 main:574] : INFO : Epoch 1857 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 1820.26 ms [2021-09-16 14:12:51 main:574] : INFO : Epoch 1858 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 1855.44 ms [2021-09-16 14:12:52 main:574] : INFO : Epoch 1859 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 1832.35 ms [2021-09-16 14:12:54 main:574] : INFO : Epoch 1860 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 1862.54 ms [2021-09-16 14:12:56 main:574] : INFO : Epoch 1861 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 1891.42 ms [2021-09-16 14:12:58 main:574] : INFO : Epoch 1862 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 1869.63 ms [2021-09-16 14:13:00 main:574] : INFO : Epoch 1863 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 1940.76 ms [2021-09-16 14:13:02 main:574] : INFO : Epoch 1864 | loss: 0.0312478 | val_loss: 0.0312466 | Time: 1828.54 ms [2021-09-16 14:13:04 main:574] : INFO : Epoch 1865 | loss: 0.0312472 | val_loss: 0.0312482 | Time: 1845.48 ms [2021-09-16 14:13:05 main:574] : INFO : Epoch 1866 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 1805.23 ms [2021-09-16 14:13:07 main:574] : INFO : Epoch 1867 | loss: 0.0312477 | val_loss: 0.031247 | Time: 1896 ms [2021-09-16 14:13:09 main:574] : INFO : Epoch 1868 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 1940.39 ms [2021-09-16 14:13:11 main:574] : INFO : Epoch 1869 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 1851.32 ms [2021-09-16 14:13:13 main:574] : INFO : Epoch 1870 | loss: 0.0312476 | val_loss: 0.0312497 | Time: 1925.05 ms [2021-09-16 14:13:15 main:574] : INFO : Epoch 1871 | loss: 0.0312496 | val_loss: 0.0312477 | Time: 1934.58 ms [2021-09-16 14:13:17 main:574] : INFO : Epoch 1872 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 1850.62 ms [2021-09-16 14:13:19 main:574] : INFO : Epoch 1873 | loss: 0.0312478 | val_loss: 0.0312484 | Time: 1819.96 ms [2021-09-16 14:13:21 main:574] : INFO : Epoch 1874 | loss: 0.0312481 | val_loss: 0.0312468 | Time: 2169.73 ms [2021-09-16 14:13:23 main:574] : INFO : Epoch 1875 | loss: 0.0312473 | val_loss: 0.031247 | Time: 2130.19 ms [2021-09-16 14:13:25 main:574] : INFO : Epoch 1876 | loss: 0.0312473 | val_loss: 0.0312472 | Time: 2230.65 ms [2021-09-16 14:13:27 main:574] : INFO : Epoch 1877 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 2143.49 ms [2021-09-16 14:13:29 main:574] : INFO : Epoch 1878 | loss: 0.0312473 | val_loss: 0.0312487 | Time: 1817.42 ms [2021-09-16 14:13:31 main:574] : INFO : Epoch 1879 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 2190.71 ms [2021-09-16 14:13:34 main:574] : INFO : Epoch 1880 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 2150.89 ms [2021-09-16 14:13:35 main:574] : INFO : Epoch 1881 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 1865.94 ms [2021-09-16 14:13:38 main:574] : INFO : Epoch 1882 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 2080.46 ms [2021-09-16 14:13:39 main:574] : INFO : Epoch 1883 | loss: 0.0312472 | val_loss: 0.0312485 | Time: 1886.95 ms [2021-09-16 14:13:42 main:574] : INFO : Epoch 1884 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 2254.76 ms [2021-09-16 14:13:44 main:574] : INFO : Epoch 1885 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 2271.34 ms [2021-09-16 14:13:46 main:574] : INFO : Epoch 1886 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 1973.36 ms [2021-09-16 14:13:48 main:574] : INFO : Epoch 1887 | loss: 0.0312474 | val_loss: 0.031247 | Time: 1867.94 ms [2021-09-16 14:13:50 main:574] : INFO : Epoch 1888 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 2304.88 ms [2021-09-16 14:13:52 main:574] : INFO : Epoch 1889 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 1909.91 ms [2021-09-16 14:13:54 main:574] : INFO : Epoch 1890 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 2021.13 ms [2021-09-16 14:13:56 main:574] : INFO : Epoch 1891 | loss: 0.031247 | val_loss: 0.0312466 | Time: 1868.53 ms [2021-09-16 14:13:58 main:574] : INFO : Epoch 1892 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 2199.45 ms [2021-09-16 14:14:00 main:574] : INFO : Epoch 1893 | loss: 0.031247 | val_loss: 0.0312466 | Time: 2248.55 ms [2021-09-16 14:14:02 main:574] : INFO : Epoch 1894 | loss: 0.0312475 | val_loss: 0.031247 | Time: 1986.45 ms [2021-09-16 14:14:05 main:574] : INFO : Epoch 1895 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2152.32 ms [2021-09-16 14:14:07 main:574] : INFO : Epoch 1896 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 2281.94 ms [2021-09-16 14:14:09 main:574] : INFO : Epoch 1897 | loss: 0.031248 | val_loss: 0.031247 | Time: 1847.58 ms [2021-09-16 14:14:11 main:574] : INFO : Epoch 1898 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 2074.53 ms [2021-09-16 14:14:13 main:574] : INFO : Epoch 1899 | loss: 0.031248 | val_loss: 0.0312487 | Time: 2261.51 ms [2021-09-16 14:14:15 main:574] : INFO : Epoch 1900 | loss: 0.031249 | val_loss: 0.0312491 | Time: 2301.79 ms [2021-09-16 14:14:18 main:574] : INFO : Epoch 1901 | loss: 0.0312493 | val_loss: 0.0312485 | Time: 2172.77 ms [2021-09-16 14:14:20 main:574] : INFO : Epoch 1902 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 2115.35 ms [2021-09-16 14:14:22 main:574] : INFO : Epoch 1903 | loss: 0.031247 | val_loss: 0.0312466 | Time: 1932.38 ms [2021-09-16 14:14:24 main:574] : INFO : Epoch 1904 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 2017.56 ms [2021-09-16 14:14:25 main:574] : INFO : Epoch 1905 | loss: 0.0312471 | val_loss: 0.0312467 | Time: 1799.9 ms [2021-09-16 14:14:27 main:574] : INFO : Epoch 1906 | loss: 0.0312473 | val_loss: 0.0312475 | Time: 1922.51 ms [2021-09-16 14:14:29 main:574] : INFO : Epoch 1907 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 1835.91 ms [2021-09-16 14:14:31 main:574] : INFO : Epoch 1908 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 1943.92 ms [2021-09-16 14:14:33 main:574] : INFO : Epoch 1909 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 1821.14 ms [2021-09-16 14:14:35 main:574] : INFO : Epoch 1910 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 1746.79 ms [2021-09-16 14:14:37 main:574] : INFO : Epoch 1911 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 2114.22 ms [2021-09-16 14:14:39 main:574] : INFO : Epoch 1912 | loss: 0.0312487 | val_loss: 0.0312467 | Time: 2013.29 ms [2021-09-16 14:14:41 main:574] : INFO : Epoch 1913 | loss: 0.0312484 | val_loss: 0.031247 | Time: 1853.21 ms [2021-09-16 14:14:43 main:574] : INFO : Epoch 1914 | loss: 0.0312488 | val_loss: 0.031247 | Time: 1740.08 ms [2021-09-16 14:14:44 main:574] : INFO : Epoch 1915 | loss: 0.0312479 | val_loss: 0.031247 | Time: 1771.03 ms [2021-09-16 14:14:46 main:574] : INFO : Epoch 1916 | loss: 0.0312476 | val_loss: 0.0312487 | Time: 1806.54 ms [2021-09-16 14:14:48 main:574] : INFO : Epoch 1917 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1844.35 ms [2021-09-16 14:14:50 main:574] : INFO : Epoch 1918 | loss: 0.031248 | val_loss: 0.0312467 | Time: 1788.66 ms [2021-09-16 14:14:52 main:574] : INFO : Epoch 1919 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1835.7 ms [2021-09-16 14:14:54 main:574] : INFO : Epoch 1920 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 1986.58 ms [2021-09-16 14:14:55 main:574] : INFO : Epoch 1921 | loss: 0.0312506 | val_loss: 0.0312473 | Time: 1870.18 ms [2021-09-16 14:14:57 main:574] : INFO : Epoch 1922 | loss: 0.0312487 | val_loss: 0.0312468 | Time: 1788.8 ms [2021-09-16 14:14:59 main:574] : INFO : Epoch 1923 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1813.35 ms [2021-09-16 14:15:01 main:574] : INFO : Epoch 1924 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 1781.8 ms [2021-09-16 14:15:03 main:574] : INFO : Epoch 1925 | loss: 0.0312479 | val_loss: 0.031247 | Time: 1848.52 ms [2021-09-16 14:15:05 main:574] : INFO : Epoch 1926 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 1920.25 ms [2021-09-16 14:15:07 main:574] : INFO : Epoch 1927 | loss: 0.0312475 | val_loss: 0.0312466 | Time: 1838.39 ms [2021-09-16 14:15:08 main:574] : INFO : Epoch 1928 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 1945.29 ms [2021-09-16 14:15:10 main:574] : INFO : Epoch 1929 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 1889.13 ms [2021-09-16 14:15:12 main:574] : INFO : Epoch 1930 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1849.26 ms [2021-09-16 14:15:14 main:574] : INFO : Epoch 1931 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 1836.44 ms [2021-09-16 14:15:16 main:574] : INFO : Epoch 1932 | loss: 0.0312478 | val_loss: 0.0312492 | Time: 1773.35 ms [2021-09-16 14:15:18 main:574] : INFO : Epoch 1933 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 1810.12 ms [2021-09-16 14:15:19 main:574] : INFO : Epoch 1934 | loss: 0.0312471 | val_loss: 0.0312482 | Time: 1743.85 ms [2021-09-16 14:15:21 main:574] : INFO : Epoch 1935 | loss: 0.031248 | val_loss: 0.0312485 | Time: 2009.08 ms [2021-09-16 14:15:23 main:574] : INFO : Epoch 1936 | loss: 0.0312477 | val_loss: 0.031247 | Time: 1882.02 ms [2021-09-16 14:15:25 main:574] : INFO : Epoch 1937 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 1770.03 ms [2021-09-16 14:15:27 main:574] : INFO : Epoch 1938 | loss: 0.0312489 | val_loss: 0.0312472 | Time: 1742.63 ms [2021-09-16 14:15:29 main:574] : INFO : Epoch 1939 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 1934.59 ms [2021-09-16 14:15:31 main:574] : INFO : Epoch 1940 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 1748.07 ms [2021-09-16 14:15:32 main:574] : INFO : Epoch 1941 | loss: 0.0312474 | val_loss: 0.0312484 | Time: 1780.27 ms [2021-09-16 14:15:34 main:574] : INFO : Epoch 1942 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 1963.57 ms [2021-09-16 14:15:36 main:574] : INFO : Epoch 1943 | loss: 0.0312485 | val_loss: 0.0312469 | Time: 1839.79 ms [2021-09-16 14:15:38 main:574] : INFO : Epoch 1944 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1785.84 ms [2021-09-16 14:15:40 main:574] : INFO : Epoch 1945 | loss: 0.0312483 | val_loss: 0.0312468 | Time: 1803.09 ms [2021-09-16 14:15:42 main:574] : INFO : Epoch 1946 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 1808.64 ms [2021-09-16 14:15:43 main:574] : INFO : Epoch 1947 | loss: 0.031248 | val_loss: 0.0312473 | Time: 1762.3 ms [2021-09-16 14:15:45 main:574] : INFO : Epoch 1948 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 1952.1 ms [2021-09-16 14:15:47 main:574] : INFO : Epoch 1949 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 1737.49 ms [2021-09-16 14:15:49 main:574] : INFO : Epoch 1950 | loss: 0.031249 | val_loss: 0.0312469 | Time: 1853.97 ms [2021-09-16 14:15:51 main:574] : INFO : Epoch 1951 | loss: 0.0312479 | val_loss: 0.031248 | Time: 1804.51 ms [2021-09-16 14:15:52 main:574] : INFO : Epoch 1952 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1779.48 ms [2021-09-16 14:15:54 main:574] : INFO : Epoch 1953 | loss: 0.0312488 | val_loss: 0.0312466 | Time: 1772.61 ms [2021-09-16 14:15:56 main:574] : INFO : Epoch 1954 | loss: 0.0312501 | val_loss: 0.0312471 | Time: 1841.71 ms [2021-09-16 14:15:58 main:574] : INFO : Epoch 1955 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 1805.21 ms [2021-09-16 14:16:00 main:574] : INFO : Epoch 1956 | loss: 0.0312472 | val_loss: 0.0312467 | Time: 1847.84 ms [2021-09-16 14:16:02 main:574] : INFO : Epoch 1957 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 1848.98 ms [2021-09-16 14:16:03 main:574] : INFO : Epoch 1958 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1854.69 ms [2021-09-16 14:16:05 main:574] : INFO : Epoch 1959 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 1849.01 ms [2021-09-16 14:16:07 main:574] : INFO : Epoch 1960 | loss: 0.0312478 | val_loss: 0.0312493 | Time: 1738.58 ms [2021-09-16 14:16:09 main:574] : INFO : Epoch 1961 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 1769.49 ms [2021-09-16 14:16:11 main:574] : INFO : Epoch 1962 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 1841.24 ms [2021-09-16 14:16:12 main:574] : INFO : Epoch 1963 | loss: 0.0312494 | val_loss: 0.0312476 | Time: 1745.8 ms [2021-09-16 14:16:14 main:574] : INFO : Epoch 1964 | loss: 0.0312477 | val_loss: 0.0312481 | Time: 1928.31 ms [2021-09-16 14:16:16 main:574] : INFO : Epoch 1965 | loss: 0.0312486 | val_loss: 0.03125 | Time: 1939.41 ms [2021-09-16 14:16:18 main:574] : INFO : Epoch 1966 | loss: 0.0312514 | val_loss: 0.0312496 | Time: 1897.94 ms [2021-09-16 14:16:20 main:574] : INFO : Epoch 1967 | loss: 0.0312508 | val_loss: 0.0312482 | Time: 1739.61 ms [2021-09-16 14:16:22 main:574] : INFO : Epoch 1968 | loss: 0.0312479 | val_loss: 0.0312489 | Time: 1796.69 ms [2021-09-16 14:16:24 main:574] : INFO : Epoch 1969 | loss: 0.0312481 | val_loss: 0.0312466 | Time: 1740.64 ms [2021-09-16 14:16:25 main:574] : INFO : Epoch 1970 | loss: 0.0312479 | val_loss: 0.031249 | Time: 1787.61 ms [2021-09-16 14:16:27 main:574] : INFO : Epoch 1971 | loss: 0.0312487 | val_loss: 0.0312468 | Time: 1803.07 ms [2021-09-16 14:16:29 main:574] : INFO : Epoch 1972 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 2009.07 ms [2021-09-16 14:16:31 main:574] : INFO : Epoch 1973 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 1916.57 ms [2021-09-16 14:16:33 main:574] : INFO : Epoch 1974 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1811.54 ms [2021-09-16 14:16:35 main:574] : INFO : Epoch 1975 | loss: 0.0312487 | val_loss: 0.0312513 | Time: 1764.83 ms [2021-09-16 14:16:36 main:574] : INFO : Epoch 1976 | loss: 0.0312481 | val_loss: 0.0312468 | Time: 1852.02 ms [2021-09-16 14:16:38 main:574] : INFO : Epoch 1977 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 1805.81 ms [2021-09-16 14:16:40 main:574] : INFO : Epoch 1978 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 1822.28 ms [2021-09-16 14:16:42 main:574] : INFO : Epoch 1979 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 1804.79 ms [2021-09-16 14:16:44 main:574] : INFO : Epoch 1980 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 1924.22 ms [2021-09-16 14:16:46 main:574] : INFO : Epoch 1981 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 1793.7 ms [2021-09-16 14:16:47 main:574] : INFO : Epoch 1982 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 1827.39 ms [2021-09-16 14:16:49 main:574] : INFO : Epoch 1983 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 1914.85 ms [2021-09-16 14:16:51 main:574] : INFO : Epoch 1984 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 1742.31 ms [2021-09-16 14:16:53 main:574] : INFO : Epoch 1985 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 1899.35 ms [2021-09-16 14:16:55 main:574] : INFO : Epoch 1986 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 1835.74 ms [2021-09-16 14:16:57 main:574] : INFO : Epoch 1987 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 1957.89 ms [2021-09-16 14:16:59 main:574] : INFO : Epoch 1988 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 1827.88 ms [2021-09-16 14:17:01 main:574] : INFO : Epoch 1989 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 1838.06 ms [2021-09-16 14:17:03 main:574] : INFO : Epoch 1990 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 1989.8 ms [2021-09-16 14:17:04 main:574] : INFO : Epoch 1991 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1856.8 ms [2021-09-16 14:17:06 main:574] : INFO : Epoch 1992 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 1830.65 ms [2021-09-16 14:17:08 main:574] : INFO : Epoch 1993 | loss: 0.0312471 | val_loss: 0.0312468 | Time: 1824.81 ms [2021-09-16 14:17:10 main:574] : INFO : Epoch 1994 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1759.32 ms [2021-09-16 14:17:12 main:574] : INFO : Epoch 1995 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 1802.48 ms [2021-09-16 14:17:14 main:574] : INFO : Epoch 1996 | loss: 0.0312475 | val_loss: 0.0312466 | Time: 1954 ms [2021-09-16 14:17:15 main:574] : INFO : Epoch 1997 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 1784.37 ms [2021-09-16 14:17:17 main:574] : INFO : Epoch 1998 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 1748.7 ms [2021-09-16 14:17:19 main:574] : INFO : Epoch 1999 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 1789.13 ms [2021-09-16 14:17:21 main:574] : INFO : Epoch 2000 | loss: 0.0312482 | val_loss: 0.0312487 | Time: 2036.99 ms [2021-09-16 14:17:23 main:574] : INFO : Epoch 2001 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1839.1 ms [2021-09-16 14:17:25 main:574] : INFO : Epoch 2002 | loss: 0.0312488 | val_loss: 0.0312466 | Time: 1814.33 ms [2021-09-16 14:17:26 main:574] : INFO : Epoch 2003 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 1783.67 ms [2021-09-16 14:17:28 main:574] : INFO : Epoch 2004 | loss: 0.0312479 | val_loss: 0.0312489 | Time: 1847.07 ms [2021-09-16 14:17:30 main:574] : INFO : Epoch 2005 | loss: 0.031249 | val_loss: 0.031247 | Time: 1811.74 ms [2021-09-16 14:17:32 main:574] : INFO : Epoch 2006 | loss: 0.0312486 | val_loss: 0.0312472 | Time: 1806.92 ms [2021-09-16 14:17:34 main:574] : INFO : Epoch 2007 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 1799.56 ms [2021-09-16 14:17:36 main:574] : INFO : Epoch 2008 | loss: 0.031247 | val_loss: 0.0312466 | Time: 1955.75 ms [2021-09-16 14:17:38 main:574] : INFO : Epoch 2009 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 1843.2 ms [2021-09-16 14:17:39 main:574] : INFO : Epoch 2010 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 1757.04 ms [2021-09-16 14:17:41 main:574] : INFO : Epoch 2011 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 1812.98 ms [2021-09-16 14:17:43 main:574] : INFO : Epoch 2012 | loss: 0.0312472 | val_loss: 0.031247 | Time: 1761.55 ms [2021-09-16 14:17:45 main:574] : INFO : Epoch 2013 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 1894.98 ms [2021-09-16 14:17:47 main:574] : INFO : Epoch 2014 | loss: 0.0312479 | val_loss: 0.031248 | Time: 1826.24 ms [2021-09-16 14:17:49 main:574] : INFO : Epoch 2015 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 1903.38 ms [2021-09-16 14:17:50 main:574] : INFO : Epoch 2016 | loss: 0.0312477 | val_loss: 0.031249 | Time: 1760.72 ms [2021-09-16 14:17:52 main:574] : INFO : Epoch 2017 | loss: 0.0312477 | val_loss: 0.031247 | Time: 1754.25 ms [2021-09-16 14:17:54 main:574] : INFO : Epoch 2018 | loss: 0.0312474 | val_loss: 0.0312465 | Time: 1939.4 ms [2021-09-16 14:17:56 main:574] : INFO : Epoch 2019 | loss: 0.0312484 | val_loss: 0.031253 | Time: 1772.03 ms [2021-09-16 14:17:58 main:574] : INFO : Epoch 2020 | loss: 0.0312489 | val_loss: 0.0312479 | Time: 1813.9 ms [2021-09-16 14:17:59 main:574] : INFO : Epoch 2021 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1913.39 ms [2021-09-16 14:18:01 main:574] : INFO : Epoch 2022 | loss: 0.0312482 | val_loss: 0.0312468 | Time: 1745.76 ms [2021-09-16 14:18:03 main:574] : INFO : Epoch 2023 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 1925.9 ms [2021-09-16 14:18:05 main:574] : INFO : Epoch 2024 | loss: 0.0312476 | val_loss: 0.0312465 | Time: 1758.62 ms [2021-09-16 14:18:07 main:574] : INFO : Epoch 2025 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 1929.96 ms [2021-09-16 14:18:09 main:574] : INFO : Epoch 2026 | loss: 0.0312475 | val_loss: 0.031247 | Time: 1740.68 ms [2021-09-16 14:18:10 main:574] : INFO : Epoch 2027 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 1774.34 ms [2021-09-16 14:18:12 main:574] : INFO : Epoch 2028 | loss: 0.031247 | val_loss: 0.0312468 | Time: 1855.65 ms [2021-09-16 14:18:14 main:574] : INFO : Epoch 2029 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 1833.62 ms [2021-09-16 14:18:16 main:574] : INFO : Epoch 2030 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 1808.44 ms [2021-09-16 14:18:18 main:574] : INFO : Epoch 2031 | loss: 0.0312482 | val_loss: 0.0312493 | Time: 1830.18 ms [2021-09-16 14:18:20 main:574] : INFO : Epoch 2032 | loss: 0.0312498 | val_loss: 0.0312471 | Time: 1739.42 ms [2021-09-16 14:18:21 main:574] : INFO : Epoch 2033 | loss: 0.0312494 | val_loss: 0.0312475 | Time: 1810.73 ms [2021-09-16 14:18:23 main:574] : INFO : Epoch 2034 | loss: 0.0312505 | val_loss: 0.031253 | Time: 1771.91 ms [2021-09-16 14:18:25 main:574] : INFO : Epoch 2035 | loss: 0.0312496 | val_loss: 0.0312521 | Time: 1815.39 ms [2021-09-16 14:18:27 main:574] : INFO : Epoch 2036 | loss: 0.0312494 | val_loss: 0.0312466 | Time: 1982.16 ms [2021-09-16 14:18:29 main:574] : INFO : Epoch 2037 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1823.69 ms [2021-09-16 14:18:30 main:574] : INFO : Epoch 2038 | loss: 0.031248 | val_loss: 0.031249 | Time: 1757.13 ms [2021-09-16 14:18:32 main:574] : INFO : Epoch 2039 | loss: 0.0312484 | val_loss: 0.0312468 | Time: 1826.43 ms [2021-09-16 14:18:34 main:574] : INFO : Epoch 2040 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1872.44 ms [2021-09-16 14:18:36 main:574] : INFO : Epoch 2041 | loss: 0.0312475 | val_loss: 0.0312479 | Time: 1811.63 ms [2021-09-16 14:18:38 main:574] : INFO : Epoch 2042 | loss: 0.0312473 | val_loss: 0.0312466 | Time: 1782.54 ms [2021-09-16 14:18:40 main:574] : INFO : Epoch 2043 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 1798.77 ms [2021-09-16 14:18:41 main:574] : INFO : Epoch 2044 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 1881.91 ms [2021-09-16 14:18:43 main:574] : INFO : Epoch 2045 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 1800.61 ms [2021-09-16 14:18:45 main:574] : INFO : Epoch 2046 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 1796.76 ms [2021-09-16 14:18:47 main:574] : INFO : Epoch 2047 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 1794.06 ms [2021-09-16 14:18:49 main:574] : INFO : Epoch 2048 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 1808.04 ms [2021-09-16 14:18:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312465 [2021-09-16 14:18:49 main:603] : INFO : Saving end state to config to file [2021-09-16 14:18:49 main:608] : INFO : Success, exiting.. 14:18:49 (14756): 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)