Task 14625287
| Name | ParityModified-1647045204-26078-3-0_3 |
| Workunit | 11575621 |
| Created | 20 Apr 2022, 2:00:20 UTC |
| Sent | 20 Apr 2022, 2:00:40 UTC |
| Report deadline | 28 Apr 2022, 2:00:40 UTC |
| Received | 20 Apr 2022, 8:32:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15820 |
| Run time | 2 hours 36 min 30 sec |
| CPU time | 2 hours 0 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,337.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.94 GB |
| Peak swap size | 4.00 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.3</core_client_version> <![CDATA[ <stderr_txt> 14:52 main:574] : INFO : Epoch 1542 | loss: 0.0312442 | val_loss: 0.0312467 | Time: 1475.85 ms [2022-04-20 04:14:54 main:574] : INFO : Epoch 1543 | loss: 0.0312449 | val_loss: 0.031249 | Time: 1685.79 ms [2022-04-20 04:14:56 main:574] : INFO : Epoch 1544 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 1930.04 ms [2022-04-20 04:14:58 main:574] : INFO : Epoch 1545 | loss: 0.0312441 | val_loss: 0.0312444 | Time: 1875.56 ms [2022-04-20 04:15:00 main:574] : INFO : Epoch 1546 | loss: 0.0312441 | val_loss: 0.0312446 | Time: 1684.36 ms [2022-04-20 04:15:01 main:574] : INFO : Epoch 1547 | loss: 0.0312437 | val_loss: 0.0312448 | Time: 1788.43 ms [2022-04-20 04:15:03 main:574] : INFO : Epoch 1548 | loss: 0.0312443 | val_loss: 0.0312448 | Time: 1915.54 ms [2022-04-20 04:15:05 main:574] : INFO : Epoch 1549 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 1925.12 ms [2022-04-20 04:15:07 main:574] : INFO : Epoch 1550 | loss: 0.031245 | val_loss: 0.0312497 | Time: 1928.56 ms [2022-04-20 04:15:09 main:574] : INFO : Epoch 1551 | loss: 0.0312442 | val_loss: 0.0312445 | Time: 1964.31 ms [2022-04-20 04:15:11 main:574] : INFO : Epoch 1552 | loss: 0.0312437 | val_loss: 0.0312444 | Time: 1946.38 ms [2022-04-20 04:15:13 main:574] : INFO : Epoch 1553 | loss: 0.0312452 | val_loss: 0.0312449 | Time: 1691.88 ms [2022-04-20 04:15:14 main:574] : INFO : Epoch 1554 | loss: 0.0312453 | val_loss: 0.0312441 | Time: 1545.7 ms [2022-04-20 04:15:16 main:574] : INFO : Epoch 1555 | loss: 0.0312437 | val_loss: 0.0312472 | Time: 1817.87 ms [2022-04-20 04:15:18 main:574] : INFO : Epoch 1556 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 1906.88 ms [2022-04-20 04:15:20 main:574] : INFO : Epoch 1557 | loss: 0.0312442 | val_loss: 0.0312451 | Time: 1869.06 ms [2022-04-20 04:15:22 main:574] : INFO : Epoch 1558 | loss: 0.031245 | val_loss: 0.0312446 | Time: 1821.02 ms [2022-04-20 04:15:24 main:574] : INFO : Epoch 1559 | loss: 0.0312438 | val_loss: 0.0312458 | Time: 1853.25 ms [2022-04-20 04:15:26 main:574] : INFO : Epoch 1560 | loss: 0.0312445 | val_loss: 0.0312443 | Time: 1916.19 ms [2022-04-20 04:15:27 main:574] : INFO : Epoch 1561 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1844.17 ms [2022-04-20 04:15:29 main:574] : INFO : Epoch 1562 | loss: 0.031244 | val_loss: 0.0312483 | Time: 1919.74 ms [2022-04-20 04:15:31 main:574] : INFO : Epoch 1563 | loss: 0.0312457 | val_loss: 0.0312462 | Time: 1908.67 ms [2022-04-20 04:15:33 main:574] : INFO : Epoch 1564 | loss: 0.0312452 | val_loss: 0.0312445 | Time: 1845.11 ms [2022-04-20 04:15:35 main:574] : INFO : Epoch 1565 | loss: 0.0312439 | val_loss: 0.0312445 | Time: 1539.87 ms [2022-04-20 04:15:36 main:574] : INFO : Epoch 1566 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1562.68 ms [2022-04-20 04:15:38 main:574] : INFO : Epoch 1567 | loss: 0.0312445 | val_loss: 0.0312469 | Time: 1819.33 ms [2022-04-20 04:15:40 main:574] : INFO : Epoch 1568 | loss: 0.0312453 | val_loss: 0.0312443 | Time: 1875.48 ms [2022-04-20 04:15:42 main:574] : INFO : Epoch 1569 | loss: 0.0312444 | val_loss: 0.0312456 | Time: 1871.27 ms [2022-04-20 04:15:44 main:574] : INFO : Epoch 1570 | loss: 0.0312442 | val_loss: 0.0312441 | Time: 1842.42 ms [2022-04-20 04:15:45 main:574] : INFO : Epoch 1571 | loss: 0.0312438 | val_loss: 0.0312445 | Time: 1911.9 ms [2022-04-20 04:15:47 main:574] : INFO : Epoch 1572 | loss: 0.0312441 | val_loss: 0.0312442 | Time: 1722.93 ms [2022-04-20 04:15:49 main:574] : INFO : Epoch 1573 | loss: 0.0312437 | val_loss: 0.031244 | Time: 1790.66 ms [2022-04-20 04:15:51 main:574] : INFO : Epoch 1574 | loss: 0.0312439 | val_loss: 0.0312445 | Time: 2111.3 ms [2022-04-20 04:15:53 main:574] : INFO : Epoch 1575 | loss: 0.0312437 | val_loss: 0.0312443 | Time: 1628.88 ms [2022-04-20 04:15:55 main:574] : INFO : Epoch 1576 | loss: 0.031244 | val_loss: 0.0312441 | Time: 2258.53 ms [2022-04-20 04:15:57 main:574] : INFO : Epoch 1577 | loss: 0.031244 | val_loss: 0.031244 | Time: 1886.49 ms [2022-04-20 04:15:59 main:574] : INFO : Epoch 1578 | loss: 0.0312437 | val_loss: 0.0312443 | Time: 1775.5 ms [2022-04-20 04:16:01 main:574] : INFO : Epoch 1579 | loss: 0.031244 | val_loss: 0.0312486 | Time: 1882.3 ms [2022-04-20 04:16:02 main:574] : INFO : Epoch 1580 | loss: 0.0312452 | val_loss: 0.0312445 | Time: 1763.88 ms [2022-04-20 04:16:04 main:574] : INFO : Epoch 1581 | loss: 0.0312443 | val_loss: 0.0312444 | Time: 1808.06 ms [2022-04-20 04:16:06 main:574] : INFO : Epoch 1582 | loss: 0.0312443 | val_loss: 0.0312452 | Time: 1759.33 ms [2022-04-20 04:16:08 main:574] : INFO : Epoch 1583 | loss: 0.0312441 | val_loss: 0.0312443 | Time: 1869.28 ms [2022-04-20 04:16:10 main:574] : INFO : Epoch 1584 | loss: 0.031245 | val_loss: 0.0312457 | Time: 1856.21 ms [2022-04-20 04:16:12 main:574] : INFO : Epoch 1585 | loss: 0.0312438 | val_loss: 0.0312441 | Time: 1861.53 ms [2022-04-20 04:16:13 main:574] : INFO : Epoch 1586 | loss: 0.0312438 | val_loss: 0.0312439 | Time: 1775.43 ms [2022-04-20 04:16:15 main:574] : INFO : Epoch 1587 | loss: 0.0312451 | val_loss: 0.0312511 | Time: 1480 ms [2022-04-20 04:16:16 main:574] : INFO : Epoch 1588 | loss: 0.0312456 | val_loss: 0.0312446 | Time: 1613.95 ms [2022-04-20 04:16:18 main:574] : INFO : Epoch 1589 | loss: 0.0312443 | val_loss: 0.0312443 | Time: 1825.31 ms [2022-04-20 04:16:20 main:574] : INFO : Epoch 1590 | loss: 0.0312442 | val_loss: 0.031244 | Time: 1872.42 ms [2022-04-20 04:16:22 main:574] : INFO : Epoch 1591 | loss: 0.0312442 | val_loss: 0.0312452 | Time: 1865.32 ms [2022-04-20 04:16:24 main:574] : INFO : Epoch 1592 | loss: 0.031244 | val_loss: 0.0312441 | Time: 1809.67 ms [2022-04-20 04:16:25 main:574] : INFO : Epoch 1593 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 1645.21 ms [2022-04-20 04:16:27 main:574] : INFO : Epoch 1594 | loss: 0.0312441 | val_loss: 0.031244 | Time: 1656.63 ms [2022-04-20 04:16:29 main:574] : INFO : Epoch 1595 | loss: 0.0312438 | val_loss: 0.0312443 | Time: 2100.69 ms [2022-04-20 04:16:31 main:574] : INFO : Epoch 1596 | loss: 0.031245 | val_loss: 0.0312442 | Time: 1678.24 ms [2022-04-20 04:16:32 main:574] : INFO : Epoch 1597 | loss: 0.0312468 | val_loss: 0.0312475 | Time: 1427.3 ms [2022-04-20 04:16:34 main:574] : INFO : Epoch 1598 | loss: 0.0312458 | val_loss: 0.0312445 | Time: 1700.21 ms [2022-04-20 04:16:36 main:574] : INFO : Epoch 1599 | loss: 0.0312449 | val_loss: 0.0312447 | Time: 1843.67 ms [2022-04-20 04:16:38 main:574] : INFO : Epoch 1600 | loss: 0.0312443 | val_loss: 0.0312444 | Time: 1834.07 ms [2022-04-20 04:16:40 main:574] : INFO : Epoch 1601 | loss: 0.0312441 | val_loss: 0.0312442 | Time: 1847.39 ms [2022-04-20 04:16:41 main:574] : INFO : Epoch 1602 | loss: 0.0312442 | val_loss: 0.0312447 | Time: 1766.63 ms [2022-04-20 04:16:43 main:574] : INFO : Epoch 1603 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1450.96 ms [2022-04-20 04:16:45 main:574] : INFO : Epoch 1604 | loss: 0.0312438 | val_loss: 0.0312451 | Time: 1659.98 ms [2022-04-20 04:16:46 main:574] : INFO : Epoch 1605 | loss: 0.0312447 | val_loss: 0.0312462 | Time: 1871.81 ms [2022-04-20 04:16:48 main:574] : INFO : Epoch 1606 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1870.56 ms [2022-04-20 04:16:50 main:574] : INFO : Epoch 1607 | loss: 0.0312446 | val_loss: 0.0312443 | Time: 1866.61 ms [2022-04-20 04:16:52 main:574] : INFO : Epoch 1608 | loss: 0.0312447 | val_loss: 0.0312453 | Time: 1792.73 ms [2022-04-20 04:16:54 main:574] : INFO : Epoch 1609 | loss: 0.0312448 | val_loss: 0.0312452 | Time: 1861.01 ms [2022-04-20 04:16:56 main:574] : INFO : Epoch 1610 | loss: 0.0312446 | val_loss: 0.0312451 | Time: 1782.82 ms [2022-04-20 04:16:57 main:574] : INFO : Epoch 1611 | loss: 0.0312462 | val_loss: 0.0312472 | Time: 1521.23 ms [2022-04-20 04:16:59 main:574] : INFO : Epoch 1612 | loss: 0.0312496 | val_loss: 0.0312593 | Time: 1743.18 ms [2022-04-20 04:17:01 main:574] : INFO : Epoch 1613 | loss: 0.0312527 | val_loss: 0.0312505 | Time: 2109.72 ms [2022-04-20 04:17:03 main:574] : INFO : Epoch 1614 | loss: 0.0312492 | val_loss: 0.0312479 | Time: 1757.96 ms [2022-04-20 04:17:04 main:574] : INFO : Epoch 1615 | loss: 0.031245 | val_loss: 0.0312452 | Time: 1637 ms [2022-04-20 04:17:06 main:574] : INFO : Epoch 1616 | loss: 0.0312443 | val_loss: 0.0312445 | Time: 1834.04 ms [2022-04-20 04:17:08 main:574] : INFO : Epoch 1617 | loss: 0.0312441 | val_loss: 0.0312451 | Time: 1805.16 ms [2022-04-20 04:17:10 main:574] : INFO : Epoch 1618 | loss: 0.0312441 | val_loss: 0.0312443 | Time: 1807.84 ms [2022-04-20 04:17:12 main:574] : INFO : Epoch 1619 | loss: 0.0312442 | val_loss: 0.0312459 | Time: 1849.59 ms [2022-04-20 04:17:14 main:574] : INFO : Epoch 1620 | loss: 0.0312442 | val_loss: 0.0312447 | Time: 1803.61 ms [2022-04-20 04:17:15 main:574] : INFO : Epoch 1621 | loss: 0.0312444 | val_loss: 0.0312448 | Time: 1495.02 ms [2022-04-20 04:17:17 main:574] : INFO : Epoch 1622 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 1583.13 ms [2022-04-20 04:17:18 main:574] : INFO : Epoch 1623 | loss: 0.0312437 | val_loss: 0.0312443 | Time: 1839.4 ms [2022-04-20 04:17:20 main:574] : INFO : Epoch 1624 | loss: 0.0312438 | val_loss: 0.0312443 | Time: 1807.54 ms [2022-04-20 04:17:22 main:574] : INFO : Epoch 1625 | loss: 0.031244 | val_loss: 0.0312448 | Time: 1839.09 ms [2022-04-20 04:17:24 main:574] : INFO : Epoch 1626 | loss: 0.0312445 | val_loss: 0.031244 | Time: 1841.05 ms [2022-04-20 04:17:26 main:574] : INFO : Epoch 1627 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1583.75 ms [2022-04-20 04:17:27 main:574] : INFO : Epoch 1628 | loss: 0.0312453 | val_loss: 0.0312518 | Time: 1515.36 ms [2022-04-20 04:17:29 main:574] : INFO : Epoch 1629 | loss: 0.0312465 | val_loss: 0.0312447 | Time: 1794.41 ms [2022-04-20 04:17:31 main:574] : INFO : Epoch 1630 | loss: 0.0312439 | val_loss: 0.031244 | Time: 1935.77 ms [2022-04-20 04:17:33 main:574] : INFO : Epoch 1631 | loss: 0.031244 | val_loss: 0.0312447 | Time: 1772.91 ms [2022-04-20 04:17:34 main:574] : INFO : Epoch 1632 | loss: 0.0312443 | val_loss: 0.0312442 | Time: 1689.12 ms [2022-04-20 04:17:36 main:574] : INFO : Epoch 1633 | loss: 0.0312444 | val_loss: 0.0312445 | Time: 1884.17 ms [2022-04-20 04:17:39 main:574] : INFO : Epoch 1634 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 2579.28 ms [2022-04-20 04:17:40 main:574] : INFO : Epoch 1635 | loss: 0.0312438 | val_loss: 0.0312458 | Time: 1682.72 ms [2022-04-20 04:17:42 main:574] : INFO : Epoch 1636 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 1864.94 ms [2022-04-20 04:17:44 main:574] : INFO : Epoch 1637 | loss: 0.0312442 | val_loss: 0.0312454 | Time: 1859.26 ms [2022-04-20 04:17:46 main:574] : INFO : Epoch 1638 | loss: 0.0312445 | val_loss: 0.0312443 | Time: 1890.15 ms [2022-04-20 04:17:48 main:574] : INFO : Epoch 1639 | loss: 0.0312439 | val_loss: 0.0312447 | Time: 1800.75 ms [2022-04-20 04:17:49 main:574] : INFO : Epoch 1640 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1548.36 ms [2022-04-20 04:17:51 main:574] : INFO : Epoch 1641 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1596.08 ms [2022-04-20 04:17:53 main:574] : INFO : Epoch 1642 | loss: 0.031244 | val_loss: 0.0312467 | Time: 1764.35 ms [2022-04-20 04:17:55 main:574] : INFO : Epoch 1643 | loss: 0.0312448 | val_loss: 0.0312443 | Time: 1833.54 ms [2022-04-20 04:17:57 main:574] : INFO : Epoch 1644 | loss: 0.0312447 | val_loss: 0.0312455 | Time: 1865.87 ms [2022-04-20 04:17:58 main:574] : INFO : Epoch 1645 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 1867.91 ms [2022-04-20 04:18:00 main:574] : INFO : Epoch 1646 | loss: 0.0312443 | val_loss: 0.031247 | Time: 1881.65 ms [2022-04-20 04:18:02 main:574] : INFO : Epoch 1647 | loss: 0.0312447 | val_loss: 0.0312441 | Time: 1721.31 ms [2022-04-20 04:18:04 main:574] : INFO : Epoch 1648 | loss: 0.0312442 | val_loss: 0.0312442 | Time: 1868.27 ms [2022-04-20 04:18:06 main:574] : INFO : Epoch 1649 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 2072.27 ms [2022-04-20 04:18:08 main:574] : INFO : Epoch 1650 | loss: 0.0312444 | val_loss: 0.0312464 | Time: 1872.45 ms [2022-04-20 04:18:10 main:574] : INFO : Epoch 1651 | loss: 0.0312457 | val_loss: 0.031244 | Time: 1822.5 ms [2022-04-20 04:18:11 main:574] : INFO : Epoch 1652 | loss: 0.0312443 | val_loss: 0.031245 | Time: 1689.9 ms [2022-04-20 04:18:13 main:574] : INFO : Epoch 1653 | loss: 0.0312437 | val_loss: 0.0312442 | Time: 1684.2 ms [2022-04-20 04:18:15 main:574] : INFO : Epoch 1654 | loss: 0.031244 | val_loss: 0.0312445 | Time: 1723.21 ms [2022-04-20 04:18:17 main:574] : INFO : Epoch 1655 | loss: 0.0312441 | val_loss: 0.0312451 | Time: 1839.61 ms [2022-04-20 04:18:18 main:574] : INFO : Epoch 1656 | loss: 0.0312437 | val_loss: 0.0312443 | Time: 1846.18 ms [2022-04-20 04:18:20 main:574] : INFO : Epoch 1657 | loss: 0.0312438 | val_loss: 0.0312443 | Time: 1867.24 ms [2022-04-20 04:18:22 main:574] : INFO : Epoch 1658 | loss: 0.0312442 | val_loss: 0.0312444 | Time: 1869.41 ms [2022-04-20 04:18:24 main:574] : INFO : Epoch 1659 | loss: 0.0312448 | val_loss: 0.0312454 | Time: 1830.42 ms [2022-04-20 04:18:26 main:574] : INFO : Epoch 1660 | loss: 0.0312459 | val_loss: 0.0312444 | Time: 1639.2 ms [2022-04-20 04:18:27 main:574] : INFO : Epoch 1661 | loss: 0.0312446 | val_loss: 0.0312462 | Time: 1523.36 ms [2022-04-20 04:18:29 main:574] : INFO : Epoch 1662 | loss: 0.031245 | val_loss: 0.0312441 | Time: 1831.35 ms [2022-04-20 04:18:31 main:574] : INFO : Epoch 1663 | loss: 0.0312441 | val_loss: 0.031244 | Time: 1821.94 ms [2022-04-20 04:18:33 main:574] : INFO : Epoch 1664 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 1848.47 ms [2022-04-20 04:18:34 main:574] : INFO : Epoch 1665 | loss: 0.0312438 | val_loss: 0.0312443 | Time: 1635.98 ms [2022-04-20 04:18:36 main:574] : INFO : Epoch 1666 | loss: 0.0312438 | val_loss: 0.0312443 | Time: 1741.82 ms [2022-04-20 04:18:38 main:574] : INFO : Epoch 1667 | loss: 0.0312441 | val_loss: 0.0312445 | Time: 1949.33 ms [2022-04-20 04:18:40 main:574] : INFO : Epoch 1668 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 2037.71 ms [2022-04-20 04:18:42 main:574] : INFO : Epoch 1669 | loss: 0.0312438 | val_loss: 0.0312442 | Time: 1847.85 ms [2022-04-20 04:18:44 main:574] : INFO : Epoch 1670 | loss: 0.0312438 | val_loss: 0.0312441 | Time: 1625.59 ms [2022-04-20 04:18:45 main:574] : INFO : Epoch 1671 | loss: 0.0312439 | val_loss: 0.0312446 | Time: 1584.98 ms [2022-04-20 04:18:47 main:574] : INFO : Epoch 1672 | loss: 0.0312438 | val_loss: 0.0312441 | Time: 1698.68 ms [2022-04-20 04:18:49 main:574] : INFO : Epoch 1673 | loss: 0.0312436 | val_loss: 0.031244 | Time: 1798.06 ms [2022-04-20 04:18:51 main:574] : INFO : Epoch 1674 | loss: 0.0312441 | val_loss: 0.0312462 | Time: 1897.22 ms [2022-04-20 04:18:52 main:574] : INFO : Epoch 1675 | loss: 0.031244 | val_loss: 0.031244 | Time: 1875.44 ms [2022-04-20 04:18:54 main:574] : INFO : Epoch 1676 | loss: 0.0312439 | val_loss: 0.0312451 | Time: 1795.97 ms [2022-04-20 04:18:56 main:574] : INFO : Epoch 1677 | loss: 0.031244 | val_loss: 0.0312458 | Time: 1491.6 ms [2022-04-20 04:18:57 main:574] : INFO : Epoch 1678 | loss: 0.0312442 | val_loss: 0.0312442 | Time: 1648.11 ms [2022-04-20 04:18:59 main:574] : INFO : Epoch 1679 | loss: 0.031244 | val_loss: 0.0312443 | Time: 1783.85 ms [2022-04-20 04:19:01 main:574] : INFO : Epoch 1680 | loss: 0.0312441 | val_loss: 0.0312443 | Time: 1862 ms [2022-04-20 04:19:03 main:574] : INFO : Epoch 1681 | loss: 0.0312443 | val_loss: 0.0312442 | Time: 1824.08 ms [2022-04-20 04:19:05 main:574] : INFO : Epoch 1682 | loss: 0.0312439 | val_loss: 0.0312459 | Time: 1878.61 ms [2022-04-20 04:19:07 main:574] : INFO : Epoch 1683 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 1836.76 ms [2022-04-20 04:19:08 main:574] : INFO : Epoch 1684 | loss: 0.031244 | val_loss: 0.0312443 | Time: 1748.68 ms [2022-04-20 04:19:10 main:574] : INFO : Epoch 1685 | loss: 0.0312439 | val_loss: 0.0312447 | Time: 1888.84 ms [2022-04-20 04:19:12 main:574] : INFO : Epoch 1686 | loss: 0.031244 | val_loss: 0.0312446 | Time: 1884.52 ms [2022-04-20 04:19:14 main:574] : INFO : Epoch 1687 | loss: 0.031244 | val_loss: 0.0312441 | Time: 1669.65 ms [2022-04-20 04:19:15 main:574] : INFO : Epoch 1688 | loss: 0.0312441 | val_loss: 0.031244 | Time: 1581.3 ms [2022-04-20 04:19:17 main:574] : INFO : Epoch 1689 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 1731.73 ms [2022-04-20 04:19:19 main:574] : INFO : Epoch 1690 | loss: 0.031244 | val_loss: 0.0312443 | Time: 1819.73 ms [2022-04-20 04:19:21 main:574] : INFO : Epoch 1691 | loss: 0.0312445 | val_loss: 0.0312441 | Time: 1814.46 ms [2022-04-20 04:19:23 main:574] : INFO : Epoch 1692 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 1770.16 ms [2022-04-20 04:19:25 main:574] : INFO : Epoch 1693 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 1885.3 ms [2022-04-20 04:19:26 main:574] : INFO : Epoch 1694 | loss: 0.0312443 | val_loss: 0.0312464 | Time: 1688.71 ms [2022-04-20 04:19:28 main:574] : INFO : Epoch 1695 | loss: 0.0312446 | val_loss: 0.0312442 | Time: 1448.17 ms [2022-04-20 04:19:29 main:574] : INFO : Epoch 1696 | loss: 0.0312441 | val_loss: 0.0312442 | Time: 1763.36 ms [2022-04-20 04:19:31 main:574] : INFO : Epoch 1697 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 1848.71 ms [2022-04-20 04:19:33 main:574] : INFO : Epoch 1698 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 1869.95 ms [2022-04-20 04:19:35 main:574] : INFO : Epoch 1699 | loss: 0.031244 | val_loss: 0.0312441 | Time: 1829.45 ms [2022-04-20 04:19:37 main:574] : INFO : Epoch 1700 | loss: 0.0312443 | val_loss: 0.0312441 | Time: 1919.58 ms [2022-04-20 04:19:39 main:574] : INFO : Epoch 1701 | loss: 0.0312443 | val_loss: 0.031247 | Time: 2074.66 ms [2022-04-20 04:19:41 main:574] : INFO : Epoch 1702 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 2050.8 ms [2022-04-20 04:19:43 main:574] : INFO : Epoch 1703 | loss: 0.0312446 | val_loss: 0.0312447 | Time: 1923.53 ms [2022-04-20 04:19:45 main:574] : INFO : Epoch 1704 | loss: 0.0312446 | val_loss: 0.0312445 | Time: 1790.74 ms [2022-04-20 04:19:47 main:574] : INFO : Epoch 1705 | loss: 0.031244 | val_loss: 0.0312444 | Time: 1897.95 ms [2022-04-20 04:19:49 main:574] : INFO : Epoch 1706 | loss: 0.0312448 | val_loss: 0.0312468 | Time: 1859.54 ms [2022-04-20 04:19:50 main:574] : INFO : Epoch 1707 | loss: 0.031246 | val_loss: 0.0312451 | Time: 1784 ms [2022-04-20 04:19:52 main:574] : INFO : Epoch 1708 | loss: 0.0312446 | val_loss: 0.0312444 | Time: 1482.16 ms [2022-04-20 04:19:53 main:574] : INFO : Epoch 1709 | loss: 0.0312439 | val_loss: 0.0312451 | Time: 1611.52 ms [2022-04-20 04:19:55 main:574] : INFO : Epoch 1710 | loss: 0.0312439 | val_loss: 0.0312446 | Time: 1788.46 ms [2022-04-20 04:19:57 main:574] : INFO : Epoch 1711 | loss: 0.0312436 | val_loss: 0.0312442 | Time: 1849.58 ms [2022-04-20 04:19:59 main:574] : INFO : Epoch 1712 | loss: 0.0312439 | val_loss: 0.0312454 | Time: 1823.48 ms [2022-04-20 04:20:01 main:574] : INFO : Epoch 1713 | loss: 0.0312441 | val_loss: 0.0312453 | Time: 1833.52 ms [2022-04-20 04:20:02 main:574] : INFO : Epoch 1714 | loss: 0.0312443 | val_loss: 0.0312443 | Time: 1578.75 ms [2022-04-20 04:20:04 main:574] : INFO : Epoch 1715 | loss: 0.0312441 | val_loss: 0.0312446 | Time: 1538.73 ms [2022-04-20 04:20:06 main:574] : INFO : Epoch 1716 | loss: 0.0312446 | val_loss: 0.0312448 | Time: 1825.77 ms [2022-04-20 04:20:08 main:574] : INFO : Epoch 1717 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 2094.93 ms [2022-04-20 04:20:10 main:574] : INFO : Epoch 1718 | loss: 0.0312441 | val_loss: 0.0312443 | Time: 1877.05 ms [2022-04-20 04:20:12 main:574] : INFO : Epoch 1719 | loss: 0.0312436 | val_loss: 0.0312444 | Time: 2026.01 ms [2022-04-20 04:20:13 main:574] : INFO : Epoch 1720 | loss: 0.0312442 | val_loss: 0.0312442 | Time: 1578.92 ms [2022-04-20 04:20:15 main:574] : INFO : Epoch 1721 | loss: 0.0312441 | val_loss: 0.0312444 | Time: 1770.5 ms [2022-04-20 04:20:17 main:574] : INFO : Epoch 1722 | loss: 0.0312443 | val_loss: 0.0312444 | Time: 1840.08 ms [2022-04-20 04:20:19 main:574] : INFO : Epoch 1723 | loss: 0.0312446 | val_loss: 0.0312442 | Time: 1878.88 ms [2022-04-20 04:20:21 main:574] : INFO : Epoch 1724 | loss: 0.0312441 | val_loss: 0.031244 | Time: 1874.12 ms [2022-04-20 04:20:23 main:574] : INFO : Epoch 1725 | loss: 0.0312443 | val_loss: 0.0312447 | Time: 1804.53 ms [2022-04-20 04:20:24 main:574] : INFO : Epoch 1726 | loss: 0.0312447 | val_loss: 0.03125 | Time: 1529.27 ms [2022-04-20 04:20:26 main:574] : INFO : Epoch 1727 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 1543.85 ms [2022-04-20 04:20:27 main:574] : INFO : Epoch 1728 | loss: 0.0312448 | val_loss: 0.0312458 | Time: 1836 ms [2022-04-20 04:20:29 main:574] : INFO : Epoch 1729 | loss: 0.0312442 | val_loss: 0.0312444 | Time: 1845.63 ms [2022-04-20 04:20:31 main:574] : INFO : Epoch 1730 | loss: 0.031244 | val_loss: 0.0312445 | Time: 1862.72 ms [2022-04-20 04:20:33 main:574] : INFO : Epoch 1731 | loss: 0.0312446 | val_loss: 0.0312447 | Time: 1868.35 ms [2022-04-20 04:20:35 main:574] : INFO : Epoch 1732 | loss: 0.0312448 | val_loss: 0.0312448 | Time: 1778.23 ms [2022-04-20 04:20:36 main:574] : INFO : Epoch 1733 | loss: 0.0312442 | val_loss: 0.0312457 | Time: 1452.1 ms [2022-04-20 04:20:38 main:574] : INFO : Epoch 1734 | loss: 0.0312438 | val_loss: 0.0312458 | Time: 1808.22 ms [2022-04-20 04:20:41 main:574] : INFO : Epoch 1735 | loss: 0.0312453 | val_loss: 0.031245 | Time: 2418.66 ms [2022-04-20 04:20:42 main:574] : INFO : Epoch 1736 | loss: 0.0312446 | val_loss: 0.0312447 | Time: 1890.76 ms [2022-04-20 04:20:44 main:574] : INFO : Epoch 1737 | loss: 0.0312444 | val_loss: 0.0312468 | Time: 1820.68 ms [2022-04-20 04:20:46 main:574] : INFO : Epoch 1738 | loss: 0.0312443 | val_loss: 0.0312442 | Time: 1585.59 ms [2022-04-20 04:20:47 main:574] : INFO : Epoch 1739 | loss: 0.0312442 | val_loss: 0.0312445 | Time: 1555.78 ms [2022-04-20 04:20:49 main:574] : INFO : Epoch 1740 | loss: 0.0312445 | val_loss: 0.0312453 | Time: 1775.03 ms [2022-04-20 04:20:51 main:574] : INFO : Epoch 1741 | loss: 0.0312438 | val_loss: 0.031244 | Time: 1830.41 ms [2022-04-20 04:20:53 main:574] : INFO : Epoch 1742 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 1892.3 ms [2022-04-20 04:20:55 main:574] : INFO : Epoch 1743 | loss: 0.031244 | val_loss: 0.0312443 | Time: 1870.48 ms [2022-04-20 04:20:57 main:574] : INFO : Epoch 1744 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1725.86 ms [2022-04-20 04:20:58 main:574] : INFO : Epoch 1745 | loss: 0.0312441 | val_loss: 0.0312474 | Time: 1498.18 ms [2022-04-20 04:21:00 main:574] : INFO : Epoch 1746 | loss: 0.0312458 | val_loss: 0.0312444 | Time: 1646.72 ms [2022-04-20 04:21:02 main:574] : INFO : Epoch 1747 | loss: 0.0312442 | val_loss: 0.0312451 | Time: 1907.61 ms [2022-04-20 04:21:03 main:574] : INFO : Epoch 1748 | loss: 0.0312446 | val_loss: 0.0312443 | Time: 1881.02 ms [2022-04-20 04:21:05 main:574] : INFO : Epoch 1749 | loss: 0.0312439 | val_loss: 0.0312454 | Time: 1860.51 ms [2022-04-20 04:21:07 main:574] : INFO : Epoch 1750 | loss: 0.0312443 | val_loss: 0.031245 | Time: 1873.11 ms [2022-04-20 04:21:09 main:574] : INFO : Epoch 1751 | loss: 0.0312449 | val_loss: 0.031245 | Time: 1558 ms [2022-04-20 04:21:10 main:574] : INFO : Epoch 1752 | loss: 0.0312448 | val_loss: 0.0312451 | Time: 1660.02 ms [2022-04-20 04:21:12 main:574] : INFO : Epoch 1753 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 1739.49 ms [2022-04-20 04:21:14 main:574] : INFO : Epoch 1754 | loss: 0.031244 | val_loss: 0.0312441 | Time: 2197.84 ms [2022-04-20 04:21:16 main:574] : INFO : Epoch 1755 | loss: 0.0312438 | val_loss: 0.0312441 | Time: 2017.49 ms [2022-04-20 04:21:18 main:574] : INFO : Epoch 1756 | loss: 0.0312439 | val_loss: 0.0312449 | Time: 1835.82 ms [2022-04-20 04:21:20 main:574] : INFO : Epoch 1757 | loss: 0.0312437 | val_loss: 0.0312441 | Time: 1477.53 ms [2022-04-20 04:21:21 main:574] : INFO : Epoch 1758 | loss: 0.0312439 | val_loss: 0.0312448 | Time: 1708.06 ms [2022-04-20 04:21:23 main:574] : INFO : Epoch 1759 | loss: 0.0312438 | val_loss: 0.0312447 | Time: 1803.8 ms [2022-04-20 04:21:25 main:574] : INFO : Epoch 1760 | loss: 0.0312442 | val_loss: 0.0312449 | Time: 1863.35 ms [2022-04-20 04:21:27 main:574] : INFO : Epoch 1761 | loss: 0.031244 | val_loss: 0.031244 | Time: 1838.8 ms [2022-04-20 04:21:29 main:574] : INFO : Epoch 1762 | loss: 0.0312437 | val_loss: 0.0312444 | Time: 1835.9 ms [2022-04-20 04:21:30 main:574] : INFO : Epoch 1763 | loss: 0.0312442 | val_loss: 0.0312441 | Time: 1499.28 ms [2022-04-20 04:21:32 main:574] : INFO : Epoch 1764 | loss: 0.031244 | val_loss: 0.0312445 | Time: 1598.58 ms [2022-04-20 04:21:34 main:574] : INFO : Epoch 1765 | loss: 0.0312439 | val_loss: 0.031244 | Time: 1813.4 ms [2022-04-20 04:21:36 main:574] : INFO : Epoch 1766 | loss: 0.0312438 | val_loss: 0.0312444 | Time: 1878.76 ms [2022-04-20 04:21:38 main:574] : INFO : Epoch 1767 | loss: 0.0312437 | val_loss: 0.0312447 | Time: 1870.47 ms [2022-04-20 04:21:40 main:574] : INFO : Epoch 1768 | loss: 0.0312448 | val_loss: 0.0312447 | Time: 2089.08 ms [2022-04-20 04:21:42 main:574] : INFO : Epoch 1769 | loss: 0.0312444 | val_loss: 0.0312451 | Time: 2160.29 ms [2022-04-20 04:21:44 main:574] : INFO : Epoch 1770 | loss: 0.0312437 | val_loss: 0.0312441 | Time: 1871.13 ms [2022-04-20 04:21:46 main:574] : INFO : Epoch 1771 | loss: 0.0312441 | val_loss: 0.031245 | Time: 1862.8 ms [2022-04-20 04:21:47 main:574] : INFO : Epoch 1772 | loss: 0.031244 | val_loss: 0.0312441 | Time: 1644.46 ms [2022-04-20 04:21:49 main:574] : INFO : Epoch 1773 | loss: 0.0312443 | val_loss: 0.0312445 | Time: 1971.08 ms [2022-04-20 04:21:51 main:574] : INFO : Epoch 1774 | loss: 0.0312442 | val_loss: 0.0312441 | Time: 1853.2 ms [2022-04-20 04:21:53 main:574] : INFO : Epoch 1775 | loss: 0.0312441 | val_loss: 0.0312462 | Time: 1821.46 ms [2022-04-20 04:21:55 main:574] : INFO : Epoch 1776 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 1835.56 ms [2022-04-20 04:21:56 main:574] : INFO : Epoch 1777 | loss: 0.0312439 | val_loss: 0.0312476 | Time: 1613.95 ms [2022-04-20 04:21:58 main:574] : INFO : Epoch 1778 | loss: 0.0312443 | val_loss: 0.0312443 | Time: 1523.62 ms [2022-04-20 04:22:00 main:574] : INFO : Epoch 1779 | loss: 0.0312437 | val_loss: 0.0312442 | Time: 1836.28 ms [2022-04-20 04:22:02 main:574] : INFO : Epoch 1780 | loss: 0.0312438 | val_loss: 0.0312442 | Time: 1864.44 ms [2022-04-20 04:22:03 main:574] : INFO : Epoch 1781 | loss: 0.0312439 | val_loss: 0.0312453 | Time: 1910.66 ms [2022-04-20 04:22:05 main:574] : INFO : Epoch 1782 | loss: 0.0312445 | val_loss: 0.0312461 | Time: 1893.51 ms [2022-04-20 04:22:07 main:574] : INFO : Epoch 1783 | loss: 0.0312456 | val_loss: 0.0312476 | Time: 1750.28 ms [2022-04-20 04:22:09 main:574] : INFO : Epoch 1784 | loss: 0.0312538 | val_loss: 0.0312481 | Time: 1502.5 ms [2022-04-20 04:22:10 main:574] : INFO : Epoch 1785 | loss: 0.0312474 | val_loss: 0.0312457 | Time: 1680.7 ms [2022-04-20 04:22:12 main:574] : INFO : Epoch 1786 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 1861.62 ms [2022-04-20 04:22:14 main:574] : INFO : Epoch 1787 | loss: 0.0312455 | val_loss: 0.031246 | Time: 1863.58 ms [2022-04-20 04:22:16 main:574] : INFO : Epoch 1788 | loss: 0.0312476 | val_loss: 0.0312547 | Time: 1862.54 ms [2022-04-20 04:22:18 main:574] : INFO : Epoch 1789 | loss: 0.0312953 | val_loss: 0.0316843 | Time: 1707.38 ms [2022-04-20 04:22:19 main:574] : INFO : Epoch 1790 | loss: 0.0315919 | val_loss: 0.0314369 | Time: 1762.6 ms [2022-04-20 04:22:21 main:574] : INFO : Epoch 1791 | loss: 0.0313144 | val_loss: 0.0312697 | Time: 1856.56 ms [2022-04-20 04:22:23 main:574] : INFO : Epoch 1792 | loss: 0.0312589 | val_loss: 0.0312502 | Time: 1878.87 ms [2022-04-20 04:22:25 main:574] : INFO : Epoch 1793 | loss: 0.0312506 | val_loss: 0.0312486 | Time: 1805.65 ms [2022-04-20 04:22:27 main:574] : INFO : Epoch 1794 | loss: 0.0312452 | val_loss: 0.0312445 | Time: 1665.87 ms [2022-04-20 04:22:28 main:574] : INFO : Epoch 1795 | loss: 0.0312453 | val_loss: 0.0312458 | Time: 1563.92 ms [2022-04-20 04:22:30 main:574] : INFO : Epoch 1796 | loss: 0.031245 | val_loss: 0.031245 | Time: 1730.35 ms [2022-04-20 04:22:32 main:574] : INFO : Epoch 1797 | loss: 0.0312464 | val_loss: 0.0312512 | Time: 1814.31 ms [2022-04-20 04:22:34 main:574] : INFO : Epoch 1798 | loss: 0.031246 | val_loss: 0.0312457 | Time: 1873.95 ms [2022-04-20 04:22:35 main:574] : INFO : Epoch 1799 | loss: 0.0312441 | val_loss: 0.031245 | Time: 1794.58 ms [2022-04-20 04:22:37 main:574] : INFO : Epoch 1800 | loss: 0.0312448 | val_loss: 0.0312456 | Time: 1899.83 ms [2022-04-20 04:22:39 main:574] : INFO : Epoch 1801 | loss: 0.0312453 | val_loss: 0.0312467 | Time: 1664.48 ms [2022-04-20 04:22:40 main:574] : INFO : Epoch 1802 | loss: 0.0312449 | val_loss: 0.0312441 | Time: 1513.93 ms [2022-04-20 04:22:42 main:574] : INFO : Epoch 1803 | loss: 0.0312451 | val_loss: 0.0312449 | Time: 1705.31 ms [2022-04-20 04:22:44 main:574] : INFO : Epoch 1804 | loss: 0.0312445 | val_loss: 0.031245 | Time: 1826.52 ms [2022-04-20 04:22:46 main:574] : INFO : Epoch 1805 | loss: 0.0312442 | val_loss: 0.0312454 | Time: 1830.09 ms [2022-04-20 04:22:48 main:574] : INFO : Epoch 1806 | loss: 0.0312443 | val_loss: 0.0312445 | Time: 1830.52 ms [2022-04-20 04:22:49 main:574] : INFO : Epoch 1807 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 1622.67 ms [2022-04-20 04:22:51 main:574] : INFO : Epoch 1808 | loss: 0.0312443 | val_loss: 0.0312449 | Time: 1470.59 ms [2022-04-20 04:22:53 main:574] : INFO : Epoch 1809 | loss: 0.0312449 | val_loss: 0.0312448 | Time: 1850.49 ms [2022-04-20 04:22:54 main:574] : INFO : Epoch 1810 | loss: 0.031245 | val_loss: 0.0312453 | Time: 1663.35 ms [2022-04-20 04:22:56 main:574] : INFO : Epoch 1811 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 1598.94 ms [2022-04-20 04:22:58 main:574] : INFO : Epoch 1812 | loss: 0.0312438 | val_loss: 0.0312456 | Time: 1907.4 ms [2022-04-20 04:23:00 main:574] : INFO : Epoch 1813 | loss: 0.0312461 | val_loss: 0.0312463 | Time: 1798.71 ms [2022-04-20 04:23:01 main:574] : INFO : Epoch 1814 | loss: 0.0312446 | val_loss: 0.0312444 | Time: 1799.37 ms [2022-04-20 04:23:03 main:574] : INFO : Epoch 1815 | loss: 0.0312445 | val_loss: 0.0312445 | Time: 1838.64 ms [2022-04-20 04:23:05 main:574] : INFO : Epoch 1816 | loss: 0.0312439 | val_loss: 0.0312448 | Time: 1714.52 ms [2022-04-20 04:23:06 main:574] : INFO : Epoch 1817 | loss: 0.0312437 | val_loss: 0.0312456 | Time: 1451.04 ms [2022-04-20 04:23:08 main:574] : INFO : Epoch 1818 | loss: 0.0312444 | val_loss: 0.0312452 | Time: 1663.47 ms [2022-04-20 04:23:10 main:574] : INFO : Epoch 1819 | loss: 0.0312457 | val_loss: 0.0312463 | Time: 1804.5 ms [2022-04-20 04:23:12 main:574] : INFO : Epoch 1820 | loss: 0.0312455 | val_loss: 0.0312454 | Time: 1795.54 ms [2022-04-20 04:23:14 main:574] : INFO : Epoch 1821 | loss: 0.0312447 | val_loss: 0.0312457 | Time: 1828.23 ms [2022-04-20 04:23:15 main:574] : INFO : Epoch 1822 | loss: 0.0312446 | val_loss: 0.0312447 | Time: 1490.96 ms [2022-04-20 04:23:17 main:574] : INFO : Epoch 1823 | loss: 0.0312448 | val_loss: 0.0312442 | Time: 1432.4 ms [2022-04-20 04:23:18 main:574] : INFO : Epoch 1824 | loss: 0.0312441 | val_loss: 0.0312445 | Time: 1794.25 ms [2022-04-20 04:23:20 main:574] : INFO : Epoch 1825 | loss: 0.0312441 | val_loss: 0.0312451 | Time: 1769.55 ms [2022-04-20 04:23:22 main:574] : INFO : Epoch 1826 | loss: 0.031244 | val_loss: 0.0312443 | Time: 1811.53 ms [2022-04-20 04:23:23 main:574] : INFO : Epoch 1827 | loss: 0.0312445 | val_loss: 0.0312453 | Time: 1584.75 ms [2022-04-20 04:23:25 main:574] : INFO : Epoch 1828 | loss: 0.0312441 | val_loss: 0.0312444 | Time: 1430.85 ms [2022-04-20 04:23:27 main:574] : INFO : Epoch 1829 | loss: 0.0312438 | val_loss: 0.0312444 | Time: 1806.88 ms [2022-04-20 04:23:29 main:574] : INFO : Epoch 1830 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 1845.06 ms [2022-04-20 04:23:30 main:574] : INFO : Epoch 1831 | loss: 0.0312441 | val_loss: 0.0312449 | Time: 1752.96 ms [2022-04-20 04:23:32 main:574] : INFO : Epoch 1832 | loss: 0.031244 | val_loss: 0.0312443 | Time: 1753.6 ms [2022-04-20 04:23:34 main:574] : INFO : Epoch 1833 | loss: 0.0312439 | val_loss: 0.0312443 | Time: 1668.92 ms [2022-04-20 04:23:36 main:574] : INFO : Epoch 1834 | loss: 0.0312439 | val_loss: 0.0312443 | Time: 1846.37 ms [2022-04-20 04:23:37 main:574] : INFO : Epoch 1835 | loss: 0.0312446 | val_loss: 0.0312446 | Time: 1769.18 ms [2022-04-20 04:23:39 main:574] : INFO : Epoch 1836 | loss: 0.0312439 | val_loss: 0.0312443 | Time: 1556.7 ms [2022-04-20 04:23:41 main:574] : INFO : Epoch 1837 | loss: 0.0312443 | val_loss: 0.031246 | Time: 1573.74 ms [2022-04-20 04:23:43 main:574] : INFO : Epoch 1838 | loss: 0.0312444 | val_loss: 0.0312443 | Time: 2704.3 ms [2022-04-20 04:23:45 main:574] : INFO : Epoch 1839 | loss: 0.0312444 | val_loss: 0.031244 | Time: 1425.44 ms [2022-04-20 04:23:46 main:574] : INFO : Epoch 1840 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1704.71 ms [2022-04-20 04:23:48 main:574] : INFO : Epoch 1841 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 1833.44 ms [2022-04-20 04:23:50 main:574] : INFO : Epoch 1842 | loss: 0.031244 | val_loss: 0.0312445 | Time: 1797.1 ms [2022-04-20 04:23:52 main:574] : INFO : Epoch 1843 | loss: 0.0312438 | val_loss: 0.0312444 | Time: 1730.66 ms [2022-04-20 04:23:53 main:574] : INFO : Epoch 1844 | loss: 0.0312439 | val_loss: 0.0312446 | Time: 1657.24 ms [2022-04-20 04:23:55 main:574] : INFO : Epoch 1845 | loss: 0.0312438 | val_loss: 0.0312441 | Time: 1477.12 ms [2022-04-20 04:23:57 main:574] : INFO : Epoch 1846 | loss: 0.031244 | val_loss: 0.0312453 | Time: 1757.74 ms [2022-04-20 04:23:58 main:574] : INFO : Epoch 1847 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 1795.34 ms [2022-04-20 04:24:00 main:574] : INFO : Epoch 1848 | loss: 0.0312441 | val_loss: 0.0312448 | Time: 1855.43 ms [2022-04-20 04:24:02 main:574] : INFO : Epoch 1849 | loss: 0.0312441 | val_loss: 0.0312444 | Time: 1836.56 ms [2022-04-20 04:24:04 main:574] : INFO : Epoch 1850 | loss: 0.0312438 | val_loss: 0.0312445 | Time: 1681.22 ms [2022-04-20 04:24:05 main:574] : INFO : Epoch 1851 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 1463.62 ms [2022-04-20 04:24:07 main:574] : INFO : Epoch 1852 | loss: 0.0312454 | val_loss: 0.0312487 | Time: 1915.24 ms [2022-04-20 04:24:09 main:574] : INFO : Epoch 1853 | loss: 0.0312471 | val_loss: 0.0312444 | Time: 1557.18 ms [2022-04-20 04:24:11 main:574] : INFO : Epoch 1854 | loss: 0.0312447 | val_loss: 0.0312459 | Time: 1941.92 ms [2022-04-20 04:24:12 main:574] : INFO : Epoch 1855 | loss: 0.0312452 | val_loss: 0.0312464 | Time: 1683.15 ms [2022-04-20 04:24:14 main:574] : INFO : Epoch 1856 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 1873.39 ms [2022-04-20 04:24:16 main:574] : INFO : Epoch 1857 | loss: 0.0312442 | val_loss: 0.031244 | Time: 1741.83 ms [2022-04-20 04:24:18 main:574] : INFO : Epoch 1858 | loss: 0.0312441 | val_loss: 0.0312443 | Time: 1779.68 ms [2022-04-20 04:24:20 main:574] : INFO : Epoch 1859 | loss: 0.0312442 | val_loss: 0.0312441 | Time: 1772.62 ms [2022-04-20 04:24:21 main:574] : INFO : Epoch 1860 | loss: 0.0312445 | val_loss: 0.0312449 | Time: 1450.56 ms [2022-04-20 04:24:23 main:574] : INFO : Epoch 1861 | loss: 0.0312446 | val_loss: 0.0312454 | Time: 1567.98 ms [2022-04-20 04:24:24 main:574] : INFO : Epoch 1862 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 1785.89 ms [2022-04-20 04:24:26 main:574] : INFO : Epoch 1863 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1815.25 ms [2022-04-20 04:24:28 main:574] : INFO : Epoch 1864 | loss: 0.0312439 | val_loss: 0.0312466 | Time: 1819.33 ms [2022-04-20 04:24:30 main:574] : INFO : Epoch 1865 | loss: 0.0312439 | val_loss: 0.0312443 | Time: 1615.38 ms [2022-04-20 04:24:31 main:574] : INFO : Epoch 1866 | loss: 0.0312437 | val_loss: 0.0312441 | Time: 1427.13 ms [2022-04-20 04:24:33 main:574] : INFO : Epoch 1867 | loss: 0.0312438 | val_loss: 0.0312444 | Time: 1721.14 ms [2022-04-20 04:24:35 main:574] : INFO : Epoch 1868 | loss: 0.0312437 | val_loss: 0.0312445 | Time: 1809.61 ms [2022-04-20 04:24:37 main:574] : INFO : Epoch 1869 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 1803.93 ms [2022-04-20 04:24:38 main:574] : INFO : Epoch 1870 | loss: 0.0312438 | val_loss: 0.0312444 | Time: 1704.7 ms [2022-04-20 04:24:40 main:574] : INFO : Epoch 1871 | loss: 0.0312444 | val_loss: 0.0312471 | Time: 1690.49 ms [2022-04-20 04:24:42 main:574] : INFO : Epoch 1872 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 1922.83 ms [2022-04-20 04:24:44 main:574] : INFO : Epoch 1873 | loss: 0.0312442 | val_loss: 0.0312442 | Time: 2098.43 ms [2022-04-20 04:24:46 main:574] : INFO : Epoch 1874 | loss: 0.0312443 | val_loss: 0.0312441 | Time: 1766.61 ms [2022-04-20 04:24:47 main:574] : INFO : Epoch 1875 | loss: 0.0312438 | val_loss: 0.0312441 | Time: 1656.38 ms [2022-04-20 04:24:49 main:574] : INFO : Epoch 1876 | loss: 0.0312437 | val_loss: 0.0312443 | Time: 1462.17 ms [2022-04-20 04:24:51 main:574] : INFO : Epoch 1877 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 1744.92 ms [2022-04-20 04:24:52 main:574] : INFO : Epoch 1878 | loss: 0.031244 | val_loss: 0.0312442 | Time: 1809.11 ms [2022-04-20 04:24:54 main:574] : INFO : Epoch 1879 | loss: 0.0312441 | val_loss: 0.0312458 | Time: 1792.88 ms [2022-04-20 04:24:56 main:574] : INFO : Epoch 1880 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 1763.27 ms [2022-04-20 04:24:58 main:574] : INFO : Epoch 1881 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 1614.9 ms [2022-04-20 04:24:59 main:574] : INFO : Epoch 1882 | loss: 0.0312438 | val_loss: 0.0312449 | Time: 1542.1 ms [2022-04-20 04:25:01 main:574] : INFO : Epoch 1883 | loss: 0.0312447 | val_loss: 0.031245 | Time: 1778.47 ms [2022-04-20 04:25:03 main:574] : INFO : Epoch 1884 | loss: 0.0312442 | val_loss: 0.0312478 | Time: 1794.7 ms [2022-04-20 04:25:05 main:574] : INFO : Epoch 1885 | loss: 0.0312447 | val_loss: 0.0312441 | Time: 1797.92 ms [2022-04-20 04:25:06 main:574] : INFO : Epoch 1886 | loss: 0.0312437 | val_loss: 0.0312441 | Time: 1753.55 ms [2022-04-20 04:25:08 main:574] : INFO : Epoch 1887 | loss: 0.0312439 | val_loss: 0.0312443 | Time: 1587.67 ms [2022-04-20 04:25:09 main:574] : INFO : Epoch 1888 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 1484.72 ms [2022-04-20 04:25:11 main:574] : INFO : Epoch 1889 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 1752.73 ms [2022-04-20 04:25:13 main:574] : INFO : Epoch 1890 | loss: 0.0312442 | val_loss: 0.0312444 | Time: 1816.27 ms [2022-04-20 04:25:15 main:574] : INFO : Epoch 1891 | loss: 0.0312439 | val_loss: 0.0312445 | Time: 1756.23 ms [2022-04-20 04:25:17 main:574] : INFO : Epoch 1892 | loss: 0.0312437 | val_loss: 0.0312441 | Time: 1782.33 ms [2022-04-20 04:25:18 main:574] : INFO : Epoch 1893 | loss: 0.031244 | val_loss: 0.0312459 | Time: 1872.17 ms [2022-04-20 04:25:20 main:574] : INFO : Epoch 1894 | loss: 0.031245 | val_loss: 0.031245 | Time: 1718.25 ms [2022-04-20 04:25:22 main:574] : INFO : Epoch 1895 | loss: 0.0312442 | val_loss: 0.031244 | Time: 1819.46 ms [2022-04-20 04:25:24 main:574] : INFO : Epoch 1896 | loss: 0.0312441 | val_loss: 0.0312455 | Time: 1831.85 ms [2022-04-20 04:25:25 main:574] : INFO : Epoch 1897 | loss: 0.031245 | val_loss: 0.0312444 | Time: 1647.37 ms [2022-04-20 04:25:27 main:574] : INFO : Epoch 1898 | loss: 0.0312439 | val_loss: 0.0312447 | Time: 1708.01 ms [2022-04-20 04:25:29 main:574] : INFO : Epoch 1899 | loss: 0.0312445 | val_loss: 0.0312449 | Time: 1709.07 ms [2022-04-20 04:25:31 main:574] : INFO : Epoch 1900 | loss: 0.0312437 | val_loss: 0.0312447 | Time: 1805.95 ms [2022-04-20 04:25:32 main:574] : INFO : Epoch 1901 | loss: 0.031244 | val_loss: 0.031244 | Time: 1827.56 ms [2022-04-20 04:25:34 main:574] : INFO : Epoch 1902 | loss: 0.0312438 | val_loss: 0.0312444 | Time: 1809.58 ms [2022-04-20 04:25:36 main:574] : INFO : Epoch 1903 | loss: 0.031244 | val_loss: 0.0312447 | Time: 1631.64 ms [2022-04-20 04:25:38 main:574] : INFO : Epoch 1904 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 1545.91 ms [2022-04-20 04:25:39 main:574] : INFO : Epoch 1905 | loss: 0.0312437 | val_loss: 0.0312441 | Time: 1652.03 ms [2022-04-20 04:25:41 main:574] : INFO : Epoch 1906 | loss: 0.0312439 | val_loss: 0.0312466 | Time: 1797.64 ms [2022-04-20 04:25:43 main:574] : INFO : Epoch 1907 | loss: 0.0312441 | val_loss: 0.0312443 | Time: 2373.62 ms [2022-04-20 04:25:45 main:574] : INFO : Epoch 1908 | loss: 0.0312437 | val_loss: 0.031246 | Time: 1853.4 ms [2022-04-20 04:25:47 main:574] : INFO : Epoch 1909 | loss: 0.0312451 | val_loss: 0.0312453 | Time: 1837.55 ms [2022-04-20 04:25:49 main:574] : INFO : Epoch 1910 | loss: 0.0312444 | val_loss: 0.0312445 | Time: 1756.3 ms [2022-04-20 04:25:51 main:574] : INFO : Epoch 1911 | loss: 0.0312442 | val_loss: 0.0312463 | Time: 1797.47 ms [2022-04-20 04:25:53 main:574] : INFO : Epoch 1912 | loss: 0.0312447 | val_loss: 0.0312446 | Time: 1917.19 ms [2022-04-20 04:25:54 main:574] : INFO : Epoch 1913 | loss: 0.031244 | val_loss: 0.0312444 | Time: 1830.38 ms [2022-04-20 04:25:56 main:574] : INFO : Epoch 1914 | loss: 0.0312443 | val_loss: 0.0312447 | Time: 1791.22 ms [2022-04-20 04:25:58 main:574] : INFO : Epoch 1915 | loss: 0.0312438 | val_loss: 0.0312444 | Time: 1790.27 ms [2022-04-20 04:26:00 main:574] : INFO : Epoch 1916 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 1609.59 ms [2022-04-20 04:26:01 main:574] : INFO : Epoch 1917 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 1628.1 ms [2022-04-20 04:26:03 main:574] : INFO : Epoch 1918 | loss: 0.0312439 | val_loss: 0.0312446 | Time: 1700.24 ms [2022-04-20 04:26:05 main:574] : INFO : Epoch 1919 | loss: 0.0312438 | val_loss: 0.0312463 | Time: 1817.36 ms [2022-04-20 04:26:07 main:574] : INFO : Epoch 1920 | loss: 0.0312441 | val_loss: 0.0312442 | Time: 1852.38 ms [2022-04-20 04:26:08 main:574] : INFO : Epoch 1921 | loss: 0.031244 | val_loss: 0.0312444 | Time: 1775.75 ms [2022-04-20 04:26:10 main:574] : INFO : Epoch 1922 | loss: 0.0312458 | val_loss: 0.0312527 | Time: 1510.09 ms [2022-04-20 04:26:11 main:574] : INFO : Epoch 1923 | loss: 0.0312457 | val_loss: 0.0312446 | Time: 1564.92 ms [2022-04-20 04:26:13 main:574] : INFO : Epoch 1924 | loss: 0.0312438 | val_loss: 0.0312443 | Time: 1761.38 ms [2022-04-20 04:26:15 main:574] : INFO : Epoch 1925 | loss: 0.0312443 | val_loss: 0.0312466 | Time: 1790.48 ms [2022-04-20 04:26:17 main:574] : INFO : Epoch 1926 | loss: 0.0312443 | val_loss: 0.0312441 | Time: 1798.52 ms [2022-04-20 04:26:19 main:574] : INFO : Epoch 1927 | loss: 0.0312436 | val_loss: 0.0312441 | Time: 1687.81 ms [2022-04-20 04:26:20 main:574] : INFO : Epoch 1928 | loss: 0.0312437 | val_loss: 0.031244 | Time: 1564.06 ms [2022-04-20 04:26:22 main:574] : INFO : Epoch 1929 | loss: 0.0312437 | val_loss: 0.0312441 | Time: 1594.37 ms [2022-04-20 04:26:23 main:574] : INFO : Epoch 1930 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 1787.5 ms [2022-04-20 04:26:25 main:574] : INFO : Epoch 1931 | loss: 0.0312438 | val_loss: 0.0312446 | Time: 1770.89 ms [2022-04-20 04:26:27 main:574] : INFO : Epoch 1932 | loss: 0.0312439 | val_loss: 0.0312445 | Time: 1818.71 ms [2022-04-20 04:26:29 main:574] : INFO : Epoch 1933 | loss: 0.0312438 | val_loss: 0.0312451 | Time: 1780.33 ms [2022-04-20 04:26:31 main:574] : INFO : Epoch 1934 | loss: 0.0312455 | val_loss: 0.0312519 | Time: 1818.67 ms [2022-04-20 04:26:32 main:574] : INFO : Epoch 1935 | loss: 0.0312463 | val_loss: 0.0312462 | Time: 1786.46 ms [2022-04-20 04:26:34 main:574] : INFO : Epoch 1936 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 1624.74 ms [2022-04-20 04:26:36 main:574] : INFO : Epoch 1937 | loss: 0.031244 | val_loss: 0.0312442 | Time: 1634.1 ms [2022-04-20 04:26:37 main:574] : INFO : Epoch 1938 | loss: 0.0312442 | val_loss: 0.0312446 | Time: 1706.01 ms [2022-04-20 04:26:39 main:574] : INFO : Epoch 1939 | loss: 0.0312442 | val_loss: 0.031244 | Time: 1773.34 ms [2022-04-20 04:26:41 main:574] : INFO : Epoch 1940 | loss: 0.031244 | val_loss: 0.031245 | Time: 1761.08 ms [2022-04-20 04:26:43 main:574] : INFO : Epoch 1941 | loss: 0.0312442 | val_loss: 0.0312441 | Time: 1799.34 ms [2022-04-20 04:26:45 main:574] : INFO : Epoch 1942 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1771.13 ms [2022-04-20 04:26:46 main:574] : INFO : Epoch 1943 | loss: 0.0312438 | val_loss: 0.0312443 | Time: 1527.17 ms [2022-04-20 04:26:48 main:574] : INFO : Epoch 1944 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 1475.35 ms [2022-04-20 04:26:49 main:574] : INFO : Epoch 1945 | loss: 0.031244 | val_loss: 0.0312444 | Time: 1732.57 ms [2022-04-20 04:26:51 main:574] : INFO : Epoch 1946 | loss: 0.0312437 | val_loss: 0.0312445 | Time: 1715.11 ms [2022-04-20 04:26:53 main:574] : INFO : Epoch 1947 | loss: 0.031244 | val_loss: 0.0312444 | Time: 1796.76 ms [2022-04-20 04:26:54 main:574] : INFO : Epoch 1948 | loss: 0.0312441 | val_loss: 0.031245 | Time: 1599.44 ms [2022-04-20 04:26:56 main:574] : INFO : Epoch 1949 | loss: 0.0312441 | val_loss: 0.0312442 | Time: 1387.17 ms [2022-04-20 04:26:58 main:574] : INFO : Epoch 1950 | loss: 0.0312437 | val_loss: 0.0312456 | Time: 1728.71 ms [2022-04-20 04:26:59 main:574] : INFO : Epoch 1951 | loss: 0.0312447 | val_loss: 0.0312443 | Time: 1668.66 ms [2022-04-20 04:27:01 main:574] : INFO : Epoch 1952 | loss: 0.0312442 | val_loss: 0.0312441 | Time: 1566.3 ms [2022-04-20 04:27:02 main:574] : INFO : Epoch 1953 | loss: 0.0312446 | val_loss: 0.0312446 | Time: 1575.45 ms [2022-04-20 04:27:04 main:574] : INFO : Epoch 1954 | loss: 0.0312442 | val_loss: 0.0312441 | Time: 1612.74 ms [2022-04-20 04:27:06 main:574] : INFO : Epoch 1955 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1455.28 ms [2022-04-20 04:27:07 main:574] : INFO : Epoch 1956 | loss: 0.0312439 | val_loss: 0.0312471 | Time: 1659.77 ms [2022-04-20 04:27:09 main:574] : INFO : Epoch 1957 | loss: 0.0312443 | val_loss: 0.0312443 | Time: 1714.37 ms [2022-04-20 04:27:11 main:574] : INFO : Epoch 1958 | loss: 0.0312439 | val_loss: 0.0312456 | Time: 1694.76 ms [2022-04-20 04:27:12 main:574] : INFO : Epoch 1959 | loss: 0.0312444 | val_loss: 0.0312489 | Time: 1437.29 ms [2022-04-20 04:27:14 main:574] : INFO : Epoch 1960 | loss: 0.0312444 | val_loss: 0.0312464 | Time: 1568.94 ms [2022-04-20 04:27:15 main:574] : INFO : Epoch 1961 | loss: 0.0312448 | val_loss: 0.0312448 | Time: 1574 ms [2022-04-20 04:27:17 main:574] : INFO : Epoch 1962 | loss: 0.0312448 | val_loss: 0.0312457 | Time: 1703.64 ms [2022-04-20 04:27:18 main:574] : INFO : Epoch 1963 | loss: 0.0312443 | val_loss: 0.031244 | Time: 1545.29 ms [2022-04-20 04:27:20 main:574] : INFO : Epoch 1964 | loss: 0.0312443 | val_loss: 0.0312455 | Time: 1429.33 ms [2022-04-20 04:27:22 main:574] : INFO : Epoch 1965 | loss: 0.0312438 | val_loss: 0.0312451 | Time: 1642.3 ms [2022-04-20 04:27:23 main:574] : INFO : Epoch 1966 | loss: 0.0312445 | val_loss: 0.0312447 | Time: 1705.83 ms [2022-04-20 04:27:25 main:574] : INFO : Epoch 1967 | loss: 0.0312438 | val_loss: 0.0312448 | Time: 1582.99 ms [2022-04-20 04:27:26 main:574] : INFO : Epoch 1968 | loss: 0.0312446 | val_loss: 0.0312459 | Time: 1557.48 ms [2022-04-20 04:27:28 main:574] : INFO : Epoch 1969 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1479.62 ms [2022-04-20 04:27:30 main:574] : INFO : Epoch 1970 | loss: 0.0312445 | val_loss: 0.0312441 | Time: 1644.61 ms [2022-04-20 04:27:31 main:574] : INFO : Epoch 1971 | loss: 0.0312437 | val_loss: 0.0312441 | Time: 1716.73 ms [2022-04-20 04:27:33 main:574] : INFO : Epoch 1972 | loss: 0.0312439 | val_loss: 0.0312443 | Time: 1630.22 ms [2022-04-20 04:27:34 main:574] : INFO : Epoch 1973 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 1530.41 ms [2022-04-20 04:27:36 main:574] : INFO : Epoch 1974 | loss: 0.0312438 | val_loss: 0.0312442 | Time: 1559.99 ms [2022-04-20 04:27:38 main:574] : INFO : Epoch 1975 | loss: 0.0312436 | val_loss: 0.0312446 | Time: 1610.64 ms [2022-04-20 04:27:39 main:574] : INFO : Epoch 1976 | loss: 0.0312442 | val_loss: 0.0312485 | Time: 1691.63 ms [2022-04-20 04:27:41 main:574] : INFO : Epoch 1977 | loss: 0.0312458 | val_loss: 0.0312455 | Time: 1609.7 ms [2022-04-20 04:27:43 main:574] : INFO : Epoch 1978 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 1650.81 ms [2022-04-20 04:27:44 main:574] : INFO : Epoch 1979 | loss: 0.0312445 | val_loss: 0.0312449 | Time: 1425.03 ms [2022-04-20 04:27:46 main:574] : INFO : Epoch 1980 | loss: 0.0312437 | val_loss: 0.0312442 | Time: 1583.59 ms [2022-04-20 04:27:47 main:574] : INFO : Epoch 1981 | loss: 0.031244 | val_loss: 0.031244 | Time: 1688.28 ms [2022-04-20 04:27:49 main:574] : INFO : Epoch 1982 | loss: 0.0312441 | val_loss: 0.0312449 | Time: 1658.38 ms [2022-04-20 04:27:51 main:574] : INFO : Epoch 1983 | loss: 0.0312437 | val_loss: 0.0312451 | Time: 1567.67 ms [2022-04-20 04:27:52 main:574] : INFO : Epoch 1984 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 1524.99 ms [2022-04-20 04:27:54 main:574] : INFO : Epoch 1985 | loss: 0.0312438 | val_loss: 0.0312447 | Time: 1697.47 ms [2022-04-20 04:27:55 main:574] : INFO : Epoch 1986 | loss: 0.0312438 | val_loss: 0.0312441 | Time: 1640.64 ms [2022-04-20 04:27:57 main:574] : INFO : Epoch 1987 | loss: 0.0312445 | val_loss: 0.0312448 | Time: 1717.75 ms [2022-04-20 04:27:59 main:574] : INFO : Epoch 1988 | loss: 0.0312445 | val_loss: 0.0312459 | Time: 1636.46 ms [2022-04-20 04:28:00 main:574] : INFO : Epoch 1989 | loss: 0.0312452 | val_loss: 0.0312459 | Time: 1544.67 ms [2022-04-20 04:28:02 main:574] : INFO : Epoch 1990 | loss: 0.0312442 | val_loss: 0.0312442 | Time: 1478.79 ms [2022-04-20 04:28:04 main:574] : INFO : Epoch 1991 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1732.65 ms [2022-04-20 04:28:05 main:574] : INFO : Epoch 1992 | loss: 0.0312447 | val_loss: 0.0312449 | Time: 1672.35 ms [2022-04-20 04:28:07 main:574] : INFO : Epoch 1993 | loss: 0.0312442 | val_loss: 0.0312448 | Time: 1514.86 ms [2022-04-20 04:28:08 main:574] : INFO : Epoch 1994 | loss: 0.0312442 | val_loss: 0.0312441 | Time: 1474 ms [2022-04-20 04:28:10 main:574] : INFO : Epoch 1995 | loss: 0.0312438 | val_loss: 0.0312442 | Time: 1602.88 ms [2022-04-20 04:28:12 main:574] : INFO : Epoch 1996 | loss: 0.0312438 | val_loss: 0.0312443 | Time: 1686.22 ms [2022-04-20 04:28:13 main:574] : INFO : Epoch 1997 | loss: 0.0312439 | val_loss: 0.0312443 | Time: 1665.34 ms [2022-04-20 04:28:15 main:574] : INFO : Epoch 1998 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1467.03 ms [2022-04-20 04:28:16 main:574] : INFO : Epoch 1999 | loss: 0.0312437 | val_loss: 0.0312444 | Time: 1551.03 ms [2022-04-20 04:28:18 main:574] : INFO : Epoch 2000 | loss: 0.0312447 | val_loss: 0.0312454 | Time: 1627.39 ms [2022-04-20 04:28:20 main:574] : INFO : Epoch 2001 | loss: 0.0312444 | val_loss: 0.0312456 | Time: 1732.3 ms [2022-04-20 04:28:21 main:574] : INFO : Epoch 2002 | loss: 0.0312443 | val_loss: 0.0312446 | Time: 1619.49 ms [2022-04-20 04:28:23 main:574] : INFO : Epoch 2003 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 1566.54 ms [2022-04-20 04:28:24 main:574] : INFO : Epoch 2004 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1431.55 ms [2022-04-20 04:28:26 main:574] : INFO : Epoch 2005 | loss: 0.0312444 | val_loss: 0.031245 | Time: 1564.02 ms [2022-04-20 04:28:27 main:574] : INFO : Epoch 2006 | loss: 0.0312443 | val_loss: 0.0312447 | Time: 1684.33 ms [2022-04-20 04:28:29 main:574] : INFO : Epoch 2007 | loss: 0.0312444 | val_loss: 0.0312449 | Time: 1708.16 ms [2022-04-20 04:28:31 main:574] : INFO : Epoch 2008 | loss: 0.0312439 | val_loss: 0.031244 | Time: 1565.98 ms [2022-04-20 04:28:32 main:574] : INFO : Epoch 2009 | loss: 0.031244 | val_loss: 0.0312456 | Time: 1430.73 ms [2022-04-20 04:28:34 main:574] : INFO : Epoch 2010 | loss: 0.0312449 | val_loss: 0.0312471 | Time: 1623.66 ms [2022-04-20 04:28:36 main:574] : INFO : Epoch 2011 | loss: 0.0312464 | val_loss: 0.031245 | Time: 1691.02 ms [2022-04-20 04:28:37 main:574] : INFO : Epoch 2012 | loss: 0.031245 | val_loss: 0.0312447 | Time: 1653.47 ms [2022-04-20 04:28:39 main:574] : INFO : Epoch 2013 | loss: 0.0312444 | val_loss: 0.0312454 | Time: 1469.74 ms [2022-04-20 04:28:40 main:574] : INFO : Epoch 2014 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 1534.02 ms [2022-04-20 04:28:42 main:574] : INFO : Epoch 2015 | loss: 0.0312438 | val_loss: 0.031245 | Time: 1718.85 ms [2022-04-20 04:28:44 main:574] : INFO : Epoch 2016 | loss: 0.0312444 | val_loss: 0.0312458 | Time: 1768.68 ms [2022-04-20 04:28:45 main:574] : INFO : Epoch 2017 | loss: 0.0312447 | val_loss: 0.0312447 | Time: 1761.41 ms [2022-04-20 04:28:47 main:574] : INFO : Epoch 2018 | loss: 0.0312438 | val_loss: 0.0312441 | Time: 1621.62 ms [2022-04-20 04:28:48 main:574] : INFO : Epoch 2019 | loss: 0.0312438 | val_loss: 0.0312451 | Time: 1373.1 ms [2022-04-20 04:28:50 main:574] : INFO : Epoch 2020 | loss: 0.0312444 | val_loss: 0.0312445 | Time: 1641.9 ms [2022-04-20 04:28:52 main:574] : INFO : Epoch 2021 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 1630.15 ms [2022-04-20 04:28:53 main:574] : INFO : Epoch 2022 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 1741.7 ms [2022-04-20 04:28:55 main:574] : INFO : Epoch 2023 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 1654.94 ms [2022-04-20 04:28:57 main:574] : INFO : Epoch 2024 | loss: 0.0312444 | val_loss: 0.0312445 | Time: 1440.23 ms [2022-04-20 04:28:58 main:574] : INFO : Epoch 2025 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 1527.62 ms [2022-04-20 04:29:00 main:574] : INFO : Epoch 2026 | loss: 0.0312439 | val_loss: 0.0312443 | Time: 1675.15 ms [2022-04-20 04:29:01 main:574] : INFO : Epoch 2027 | loss: 0.0312436 | val_loss: 0.0312442 | Time: 1700.07 ms [2022-04-20 04:29:03 main:574] : INFO : Epoch 2028 | loss: 0.0312437 | val_loss: 0.0312442 | Time: 1733.68 ms [2022-04-20 04:29:05 main:574] : INFO : Epoch 2029 | loss: 0.031244 | val_loss: 0.0312444 | Time: 2085.23 ms [2022-04-20 04:29:07 main:574] : INFO : Epoch 2030 | loss: 0.0312442 | val_loss: 0.0312458 | Time: 1588.37 ms [2022-04-20 04:29:08 main:574] : INFO : Epoch 2031 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 1478.7 ms [2022-04-20 04:29:10 main:574] : INFO : Epoch 2032 | loss: 0.0312439 | val_loss: 0.0312445 | Time: 1616.24 ms [2022-04-20 04:29:12 main:574] : INFO : Epoch 2033 | loss: 0.0312445 | val_loss: 0.0312447 | Time: 1741.89 ms [2022-04-20 04:29:13 main:574] : INFO : Epoch 2034 | loss: 0.031245 | val_loss: 0.0312441 | Time: 1706.97 ms [2022-04-20 04:29:15 main:574] : INFO : Epoch 2035 | loss: 0.0312438 | val_loss: 0.0312442 | Time: 1497.26 ms [2022-04-20 04:29:17 main:574] : INFO : Epoch 2036 | loss: 0.0312436 | val_loss: 0.0312441 | Time: 1591.53 ms [2022-04-20 04:29:18 main:574] : INFO : Epoch 2037 | loss: 0.0312448 | val_loss: 0.031244 | Time: 1578 ms [2022-04-20 04:29:20 main:574] : INFO : Epoch 2038 | loss: 0.0312466 | val_loss: 0.0312534 | Time: 1683.61 ms [2022-04-20 04:29:22 main:574] : INFO : Epoch 2039 | loss: 0.0312514 | val_loss: 0.0312561 | Time: 1725.48 ms [2022-04-20 04:29:23 main:574] : INFO : Epoch 2040 | loss: 0.0312468 | val_loss: 0.0312463 | Time: 1536.36 ms [2022-04-20 04:29:25 main:574] : INFO : Epoch 2041 | loss: 0.0312449 | val_loss: 0.0312446 | Time: 1403.52 ms [2022-04-20 04:29:26 main:574] : INFO : Epoch 2042 | loss: 0.031244 | val_loss: 0.0312441 | Time: 1673.05 ms [2022-04-20 04:29:28 main:574] : INFO : Epoch 2043 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1745.23 ms [2022-04-20 04:29:30 main:574] : INFO : Epoch 2044 | loss: 0.0312442 | val_loss: 0.031245 | Time: 1722.63 ms [2022-04-20 04:29:31 main:574] : INFO : Epoch 2045 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1606.93 ms [2022-04-20 04:29:33 main:574] : INFO : Epoch 2046 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 1407.54 ms [2022-04-20 04:29:34 main:574] : INFO : Epoch 2047 | loss: 0.0312445 | val_loss: 0.0312443 | Time: 1683.07 ms [2022-04-20 04:29:36 main:574] : INFO : Epoch 2048 | loss: 0.0312447 | val_loss: 0.0312449 | Time: 1572.29 ms [2022-04-20 04:29:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312449 [2022-04-20 04:29:36 main:603] : INFO : Saving end state to config to file [2022-04-20 04:29:36 main:608] : INFO : Success, exiting.. 04:29:36 (8632): 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)