Task 5168111
| Name | ParityModified-1619578924-12897-1_0 |
| Workunit | 3105053 |
| Created | 9 May 2021, 0:59:03 UTC |
| Sent | 18 May 2021, 3:45:58 UTC |
| Report deadline | 25 May 2021, 3:45:58 UTC |
| Received | 19 May 2021, 15:03:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 312 |
| Run time | 57 min 46 sec |
| CPU time | 57 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,339.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> 54 main:581] : INFO : Epoch 1538 | loss: 0.0310673 | val_loss: 0.0312178 | Time: 1684.81 ms [2021-05-19 09:48:55 main:581] : INFO : Epoch 1539 | loss: 0.0310672 | val_loss: 0.0312279 | Time: 1634.6 ms [2021-05-19 09:48:57 main:581] : INFO : Epoch 1540 | loss: 0.0310634 | val_loss: 0.0312432 | Time: 1645.29 ms [2021-05-19 09:48:59 main:581] : INFO : Epoch 1541 | loss: 0.0310733 | val_loss: 0.0312144 | Time: 1679.68 ms [2021-05-19 09:49:00 main:581] : INFO : Epoch 1542 | loss: 0.0310812 | val_loss: 0.0312376 | Time: 1619.6 ms [2021-05-19 09:49:02 main:581] : INFO : Epoch 1543 | loss: 0.0310708 | val_loss: 0.0312292 | Time: 1713.35 ms [2021-05-19 09:49:04 main:581] : INFO : Epoch 1544 | loss: 0.0310704 | val_loss: 0.0312578 | Time: 1773.17 ms [2021-05-19 09:49:06 main:581] : INFO : Epoch 1545 | loss: 0.0310918 | val_loss: 0.031203 | Time: 1648.94 ms [2021-05-19 09:49:07 main:581] : INFO : Epoch 1546 | loss: 0.0310812 | val_loss: 0.0312132 | Time: 1649.48 ms [2021-05-19 09:49:09 main:581] : INFO : Epoch 1547 | loss: 0.0310726 | val_loss: 0.0312282 | Time: 1660.23 ms [2021-05-19 09:49:10 main:581] : INFO : Epoch 1548 | loss: 0.0310798 | val_loss: 0.0312235 | Time: 1639.52 ms [2021-05-19 09:49:12 main:581] : INFO : Epoch 1549 | loss: 0.031078 | val_loss: 0.0312133 | Time: 1763.42 ms [2021-05-19 09:49:14 main:581] : INFO : Epoch 1550 | loss: 0.0310701 | val_loss: 0.0312268 | Time: 1626.58 ms [2021-05-19 09:49:16 main:581] : INFO : Epoch 1551 | loss: 0.0310715 | val_loss: 0.0312188 | Time: 1726.81 ms [2021-05-19 09:49:17 main:581] : INFO : Epoch 1552 | loss: 0.0310647 | val_loss: 0.03122 | Time: 1814.15 ms [2021-05-19 09:49:19 main:581] : INFO : Epoch 1553 | loss: 0.0310637 | val_loss: 0.0312271 | Time: 1838.39 ms [2021-05-19 09:49:21 main:581] : INFO : Epoch 1554 | loss: 0.0310611 | val_loss: 0.0312233 | Time: 1733.64 ms [2021-05-19 09:49:23 main:581] : INFO : Epoch 1555 | loss: 0.0310596 | val_loss: 0.0312332 | Time: 1697.21 ms [2021-05-19 09:49:24 main:581] : INFO : Epoch 1556 | loss: 0.0310649 | val_loss: 0.0312604 | Time: 1629.12 ms [2021-05-19 09:49:26 main:581] : INFO : Epoch 1557 | loss: 0.0310657 | val_loss: 0.0312186 | Time: 1636.9 ms [2021-05-19 09:49:28 main:581] : INFO : Epoch 1558 | loss: 0.0310623 | val_loss: 0.0312561 | Time: 1631.22 ms [2021-05-19 09:49:29 main:581] : INFO : Epoch 1559 | loss: 0.0310643 | val_loss: 0.0312327 | Time: 1631.45 ms [2021-05-19 09:49:31 main:581] : INFO : Epoch 1560 | loss: 0.0310679 | val_loss: 0.0312272 | Time: 1661.81 ms [2021-05-19 09:49:33 main:581] : INFO : Epoch 1561 | loss: 0.0310736 | val_loss: 0.0312393 | Time: 1718.24 ms [2021-05-19 09:49:34 main:581] : INFO : Epoch 1562 | loss: 0.0310709 | val_loss: 0.0312159 | Time: 1778.55 ms [2021-05-19 09:49:36 main:581] : INFO : Epoch 1563 | loss: 0.0310823 | val_loss: 0.0312422 | Time: 1612.3 ms [2021-05-19 09:49:38 main:581] : INFO : Epoch 1564 | loss: 0.0310793 | val_loss: 0.0312063 | Time: 1672.82 ms [2021-05-19 09:49:39 main:581] : INFO : Epoch 1565 | loss: 0.0310752 | val_loss: 0.0312345 | Time: 1668.45 ms [2021-05-19 09:49:41 main:581] : INFO : Epoch 1566 | loss: 0.0310608 | val_loss: 0.0312154 | Time: 1861 ms [2021-05-19 09:49:43 main:581] : INFO : Epoch 1567 | loss: 0.0310676 | val_loss: 0.0312376 | Time: 1704.03 ms [2021-05-19 09:49:45 main:581] : INFO : Epoch 1568 | loss: 0.031069 | val_loss: 0.0312216 | Time: 1686.21 ms [2021-05-19 09:49:46 main:581] : INFO : Epoch 1569 | loss: 0.0310701 | val_loss: 0.0312422 | Time: 1634.38 ms [2021-05-19 09:49:48 main:581] : INFO : Epoch 1570 | loss: 0.0310598 | val_loss: 0.0312379 | Time: 1712.47 ms [2021-05-19 09:49:50 main:581] : INFO : Epoch 1571 | loss: 0.0310712 | val_loss: 0.0312197 | Time: 1737.82 ms [2021-05-19 09:49:51 main:581] : INFO : Epoch 1572 | loss: 0.0310616 | val_loss: 0.0312343 | Time: 1626.14 ms [2021-05-19 09:49:53 main:581] : INFO : Epoch 1573 | loss: 0.0310648 | val_loss: 0.031247 | Time: 1659.09 ms [2021-05-19 09:49:55 main:581] : INFO : Epoch 1574 | loss: 0.0310636 | val_loss: 0.031222 | Time: 1668.96 ms [2021-05-19 09:49:56 main:581] : INFO : Epoch 1575 | loss: 0.0310594 | val_loss: 0.031231 | Time: 1629.28 ms [2021-05-19 09:49:58 main:581] : INFO : Epoch 1576 | loss: 0.0310567 | val_loss: 0.0312388 | Time: 1667.24 ms [2021-05-19 09:50:00 main:581] : INFO : Epoch 1577 | loss: 0.0310631 | val_loss: 0.0312003 | Time: 1642.74 ms [2021-05-19 09:50:01 main:581] : INFO : Epoch 1578 | loss: 0.0311542 | val_loss: 0.0311784 | Time: 1790.95 ms [2021-05-19 09:50:03 main:581] : INFO : Epoch 1579 | loss: 0.0311527 | val_loss: 0.0311746 | Time: 1758.69 ms [2021-05-19 09:50:05 main:581] : INFO : Epoch 1580 | loss: 0.0311447 | val_loss: 0.0311758 | Time: 1745.68 ms [2021-05-19 09:50:07 main:581] : INFO : Epoch 1581 | loss: 0.0311386 | val_loss: 0.0311742 | Time: 1776.12 ms [2021-05-19 09:50:08 main:581] : INFO : Epoch 1582 | loss: 0.0311287 | val_loss: 0.0311795 | Time: 1755.09 ms [2021-05-19 09:50:10 main:581] : INFO : Epoch 1583 | loss: 0.0311235 | val_loss: 0.031183 | Time: 1668.99 ms [2021-05-19 09:50:12 main:581] : INFO : Epoch 1584 | loss: 0.0311178 | val_loss: 0.0311815 | Time: 1681.64 ms [2021-05-19 09:50:13 main:581] : INFO : Epoch 1585 | loss: 0.0311126 | val_loss: 0.0311835 | Time: 1672.87 ms [2021-05-19 09:50:15 main:581] : INFO : Epoch 1586 | loss: 0.0311078 | val_loss: 0.0311913 | Time: 1737.38 ms [2021-05-19 09:50:17 main:581] : INFO : Epoch 1587 | loss: 0.0311046 | val_loss: 0.0311954 | Time: 1672.69 ms [2021-05-19 09:50:18 main:581] : INFO : Epoch 1588 | loss: 0.0310984 | val_loss: 0.0312005 | Time: 1643.27 ms [2021-05-19 09:50:20 main:581] : INFO : Epoch 1589 | loss: 0.0310941 | val_loss: 0.03121 | Time: 1668.57 ms [2021-05-19 09:50:22 main:581] : INFO : Epoch 1590 | loss: 0.0311103 | val_loss: 0.0311778 | Time: 1672.75 ms [2021-05-19 09:50:23 main:581] : INFO : Epoch 1591 | loss: 0.0311451 | val_loss: 0.0311713 | Time: 1694.39 ms [2021-05-19 09:50:25 main:581] : INFO : Epoch 1592 | loss: 0.0311357 | val_loss: 0.0311756 | Time: 1661.85 ms [2021-05-19 09:50:27 main:581] : INFO : Epoch 1593 | loss: 0.0311288 | val_loss: 0.0311789 | Time: 1688.1 ms [2021-05-19 09:50:29 main:581] : INFO : Epoch 1594 | loss: 0.0311231 | val_loss: 0.0311758 | Time: 1836.49 ms [2021-05-19 09:50:30 main:581] : INFO : Epoch 1595 | loss: 0.0311147 | val_loss: 0.0311802 | Time: 1738.55 ms [2021-05-19 09:50:32 main:581] : INFO : Epoch 1596 | loss: 0.0311098 | val_loss: 0.0311859 | Time: 1646.69 ms [2021-05-19 09:50:34 main:581] : INFO : Epoch 1597 | loss: 0.0311056 | val_loss: 0.0311931 | Time: 1614.65 ms [2021-05-19 09:50:35 main:581] : INFO : Epoch 1598 | loss: 0.0311014 | val_loss: 0.0311892 | Time: 1689.51 ms [2021-05-19 09:50:37 main:581] : INFO : Epoch 1599 | loss: 0.031098 | val_loss: 0.0311918 | Time: 1714.33 ms [2021-05-19 09:50:39 main:581] : INFO : Epoch 1600 | loss: 0.031095 | val_loss: 0.0312006 | Time: 1808.71 ms [2021-05-19 09:50:41 main:581] : INFO : Epoch 1601 | loss: 0.0310899 | val_loss: 0.0311952 | Time: 1760.62 ms [2021-05-19 09:50:42 main:581] : INFO : Epoch 1602 | loss: 0.0310884 | val_loss: 0.0312176 | Time: 1679.6 ms [2021-05-19 09:50:44 main:581] : INFO : Epoch 1603 | loss: 0.0310851 | val_loss: 0.0312009 | Time: 1663.16 ms [2021-05-19 09:50:46 main:581] : INFO : Epoch 1604 | loss: 0.0310796 | val_loss: 0.0312268 | Time: 1607.56 ms [2021-05-19 09:50:47 main:581] : INFO : Epoch 1605 | loss: 0.031078 | val_loss: 0.0312056 | Time: 1735.9 ms [2021-05-19 09:50:49 main:581] : INFO : Epoch 1606 | loss: 0.0310761 | val_loss: 0.0312247 | Time: 1681.43 ms [2021-05-19 09:50:51 main:581] : INFO : Epoch 1607 | loss: 0.0310725 | val_loss: 0.0312187 | Time: 1764.42 ms [2021-05-19 09:50:52 main:581] : INFO : Epoch 1608 | loss: 0.0310689 | val_loss: 0.0312258 | Time: 1639.44 ms [2021-05-19 09:50:54 main:581] : INFO : Epoch 1609 | loss: 0.0310645 | val_loss: 0.0312104 | Time: 1725.19 ms [2021-05-19 09:50:56 main:581] : INFO : Epoch 1610 | loss: 0.0310625 | val_loss: 0.0312369 | Time: 1686.31 ms [2021-05-19 09:50:58 main:581] : INFO : Epoch 1611 | loss: 0.031066 | val_loss: 0.0312134 | Time: 1738.61 ms [2021-05-19 09:50:59 main:581] : INFO : Epoch 1612 | loss: 0.0310635 | val_loss: 0.0312269 | Time: 1777.5 ms [2021-05-19 09:51:01 main:581] : INFO : Epoch 1613 | loss: 0.031061 | val_loss: 0.0312287 | Time: 1689.75 ms [2021-05-19 09:51:03 main:581] : INFO : Epoch 1614 | loss: 0.0310644 | val_loss: 0.0312242 | Time: 1737.08 ms [2021-05-19 09:51:04 main:581] : INFO : Epoch 1615 | loss: 0.031063 | val_loss: 0.0312255 | Time: 1650.6 ms [2021-05-19 09:51:06 main:581] : INFO : Epoch 1616 | loss: 0.0310612 | val_loss: 0.0312147 | Time: 1599.06 ms [2021-05-19 09:51:08 main:581] : INFO : Epoch 1617 | loss: 0.0310626 | val_loss: 0.0312475 | Time: 1645.83 ms [2021-05-19 09:51:09 main:581] : INFO : Epoch 1618 | loss: 0.0310583 | val_loss: 0.0312305 | Time: 1617.9 ms [2021-05-19 09:51:11 main:581] : INFO : Epoch 1619 | loss: 0.0310606 | val_loss: 0.0312456 | Time: 1680.82 ms [2021-05-19 09:51:13 main:581] : INFO : Epoch 1620 | loss: 0.0310596 | val_loss: 0.0312236 | Time: 1808.92 ms [2021-05-19 09:51:14 main:581] : INFO : Epoch 1621 | loss: 0.031057 | val_loss: 0.0312282 | Time: 1716.12 ms [2021-05-19 09:51:16 main:581] : INFO : Epoch 1622 | loss: 0.031062 | val_loss: 0.0312546 | Time: 1779.81 ms [2021-05-19 09:51:18 main:581] : INFO : Epoch 1623 | loss: 0.031066 | val_loss: 0.031241 | Time: 1734.45 ms [2021-05-19 09:51:20 main:581] : INFO : Epoch 1624 | loss: 0.0310642 | val_loss: 0.0312345 | Time: 1752.77 ms [2021-05-19 09:51:22 main:581] : INFO : Epoch 1625 | loss: 0.0310561 | val_loss: 0.0312173 | Time: 1739.47 ms [2021-05-19 09:51:23 main:581] : INFO : Epoch 1626 | loss: 0.0310523 | val_loss: 0.0312204 | Time: 1629.56 ms [2021-05-19 09:51:25 main:581] : INFO : Epoch 1627 | loss: 0.0310542 | val_loss: 0.031248 | Time: 1617.22 ms [2021-05-19 09:51:26 main:581] : INFO : Epoch 1628 | loss: 0.031058 | val_loss: 0.0312539 | Time: 1728.3 ms [2021-05-19 09:51:28 main:581] : INFO : Epoch 1629 | loss: 0.0310551 | val_loss: 0.0312205 | Time: 1697.03 ms [2021-05-19 09:51:30 main:581] : INFO : Epoch 1630 | loss: 0.0310566 | val_loss: 0.0312393 | Time: 1672.84 ms [2021-05-19 09:51:32 main:581] : INFO : Epoch 1631 | loss: 0.0310619 | val_loss: 0.0312467 | Time: 1735.45 ms [2021-05-19 09:51:33 main:581] : INFO : Epoch 1632 | loss: 0.0310566 | val_loss: 0.0312295 | Time: 1676.6 ms [2021-05-19 09:51:35 main:581] : INFO : Epoch 1633 | loss: 0.0310592 | val_loss: 0.0312424 | Time: 1816.89 ms [2021-05-19 09:51:37 main:581] : INFO : Epoch 1634 | loss: 0.031055 | val_loss: 0.031229 | Time: 1648.57 ms [2021-05-19 09:51:38 main:581] : INFO : Epoch 1635 | loss: 0.0310567 | val_loss: 0.0312214 | Time: 1642.98 ms [2021-05-19 09:51:40 main:581] : INFO : Epoch 1636 | loss: 0.0310599 | val_loss: 0.0312365 | Time: 1654.18 ms [2021-05-19 09:51:42 main:581] : INFO : Epoch 1637 | loss: 0.0310596 | val_loss: 0.0312526 | Time: 1699.33 ms [2021-05-19 09:51:43 main:581] : INFO : Epoch 1638 | loss: 0.0310536 | val_loss: 0.0312637 | Time: 1674.65 ms [2021-05-19 09:51:45 main:581] : INFO : Epoch 1639 | loss: 0.0310481 | val_loss: 0.0312431 | Time: 1650.77 ms [2021-05-19 09:51:47 main:581] : INFO : Epoch 1640 | loss: 0.0310557 | val_loss: 0.0312559 | Time: 1775.47 ms [2021-05-19 09:51:49 main:581] : INFO : Epoch 1641 | loss: 0.0310542 | val_loss: 0.0312409 | Time: 1738.74 ms [2021-05-19 09:51:50 main:581] : INFO : Epoch 1642 | loss: 0.0310553 | val_loss: 0.0312477 | Time: 1636.2 ms [2021-05-19 09:51:52 main:581] : INFO : Epoch 1643 | loss: 0.031076 | val_loss: 0.0312206 | Time: 1665.99 ms [2021-05-19 09:51:53 main:581] : INFO : Epoch 1644 | loss: 0.0310719 | val_loss: 0.0312217 | Time: 1603.42 ms [2021-05-19 09:51:55 main:581] : INFO : Epoch 1645 | loss: 0.0311075 | val_loss: 0.0312038 | Time: 1660.21 ms [2021-05-19 09:51:57 main:581] : INFO : Epoch 1646 | loss: 0.0310821 | val_loss: 0.0312217 | Time: 1715.08 ms [2021-05-19 09:51:59 main:581] : INFO : Epoch 1647 | loss: 0.0310617 | val_loss: 0.0312439 | Time: 1692.39 ms [2021-05-19 09:52:00 main:581] : INFO : Epoch 1648 | loss: 0.0310547 | val_loss: 0.0312243 | Time: 1828.52 ms [2021-05-19 09:52:02 main:581] : INFO : Epoch 1649 | loss: 0.0310498 | val_loss: 0.0312562 | Time: 1677.42 ms [2021-05-19 09:52:04 main:581] : INFO : Epoch 1650 | loss: 0.031051 | val_loss: 0.0312328 | Time: 1589.66 ms [2021-05-19 09:52:05 main:581] : INFO : Epoch 1651 | loss: 0.0310485 | val_loss: 0.0312416 | Time: 1637.08 ms [2021-05-19 09:52:07 main:581] : INFO : Epoch 1652 | loss: 0.0310445 | val_loss: 0.0312373 | Time: 1725.57 ms [2021-05-19 09:52:09 main:581] : INFO : Epoch 1653 | loss: 0.0310469 | val_loss: 0.0312415 | Time: 1779.61 ms [2021-05-19 09:52:11 main:581] : INFO : Epoch 1654 | loss: 0.0310501 | val_loss: 0.031235 | Time: 1730.63 ms [2021-05-19 09:52:12 main:581] : INFO : Epoch 1655 | loss: 0.031052 | val_loss: 0.0312568 | Time: 1717.46 ms [2021-05-19 09:52:14 main:581] : INFO : Epoch 1656 | loss: 0.0310444 | val_loss: 0.0312405 | Time: 1780.13 ms [2021-05-19 09:52:16 main:581] : INFO : Epoch 1657 | loss: 0.0310433 | val_loss: 0.0312589 | Time: 1676.95 ms [2021-05-19 09:52:17 main:581] : INFO : Epoch 1658 | loss: 0.0310427 | val_loss: 0.0312394 | Time: 1639.39 ms [2021-05-19 09:52:19 main:581] : INFO : Epoch 1659 | loss: 0.0310448 | val_loss: 0.0312387 | Time: 1617.19 ms [2021-05-19 09:52:21 main:581] : INFO : Epoch 1660 | loss: 0.0310436 | val_loss: 0.0312538 | Time: 1701.64 ms [2021-05-19 09:52:22 main:581] : INFO : Epoch 1661 | loss: 0.0310464 | val_loss: 0.0312689 | Time: 1596.05 ms [2021-05-19 09:52:24 main:581] : INFO : Epoch 1662 | loss: 0.0310427 | val_loss: 0.0312499 | Time: 1660.27 ms [2021-05-19 09:52:26 main:581] : INFO : Epoch 1663 | loss: 0.0310469 | val_loss: 0.0312585 | Time: 1634.61 ms [2021-05-19 09:52:27 main:581] : INFO : Epoch 1664 | loss: 0.0310511 | val_loss: 0.031233 | Time: 1758.4 ms [2021-05-19 09:52:29 main:581] : INFO : Epoch 1665 | loss: 0.0310549 | val_loss: 0.0312271 | Time: 1812.92 ms [2021-05-19 09:52:31 main:581] : INFO : Epoch 1666 | loss: 0.0310543 | val_loss: 0.0312694 | Time: 1769.93 ms [2021-05-19 09:52:33 main:581] : INFO : Epoch 1667 | loss: 0.0310501 | val_loss: 0.0312369 | Time: 1706.96 ms [2021-05-19 09:52:34 main:581] : INFO : Epoch 1668 | loss: 0.0310556 | val_loss: 0.0312257 | Time: 1726.02 ms [2021-05-19 09:52:36 main:581] : INFO : Epoch 1669 | loss: 0.0310546 | val_loss: 0.0312228 | Time: 1736.97 ms [2021-05-19 09:52:38 main:581] : INFO : Epoch 1670 | loss: 0.031055 | val_loss: 0.031265 | Time: 1685.33 ms [2021-05-19 09:52:39 main:581] : INFO : Epoch 1671 | loss: 0.0310476 | val_loss: 0.031229 | Time: 1712.13 ms [2021-05-19 09:52:41 main:581] : INFO : Epoch 1672 | loss: 0.0310503 | val_loss: 0.0312409 | Time: 1722.19 ms [2021-05-19 09:52:43 main:581] : INFO : Epoch 1673 | loss: 0.0310421 | val_loss: 0.0312428 | Time: 1659.34 ms [2021-05-19 09:52:45 main:581] : INFO : Epoch 1674 | loss: 0.0310546 | val_loss: 0.0312116 | Time: 1682.67 ms [2021-05-19 09:52:46 main:581] : INFO : Epoch 1675 | loss: 0.0310873 | val_loss: 0.0312391 | Time: 1661.35 ms [2021-05-19 09:52:48 main:581] : INFO : Epoch 1676 | loss: 0.0310725 | val_loss: 0.031228 | Time: 1745.13 ms [2021-05-19 09:52:50 main:581] : INFO : Epoch 1677 | loss: 0.0310552 | val_loss: 0.0312585 | Time: 1699.44 ms [2021-05-19 09:52:51 main:581] : INFO : Epoch 1678 | loss: 0.0310503 | val_loss: 0.0312406 | Time: 1675.32 ms [2021-05-19 09:52:53 main:581] : INFO : Epoch 1679 | loss: 0.0310514 | val_loss: 0.0312305 | Time: 1871.87 ms [2021-05-19 09:52:55 main:581] : INFO : Epoch 1680 | loss: 0.0310411 | val_loss: 0.03126 | Time: 1610.34 ms [2021-05-19 09:52:56 main:581] : INFO : Epoch 1681 | loss: 0.03105 | val_loss: 0.0312268 | Time: 1659.03 ms [2021-05-19 09:52:58 main:581] : INFO : Epoch 1682 | loss: 0.0310444 | val_loss: 0.0312491 | Time: 1682.5 ms [2021-05-19 09:53:00 main:581] : INFO : Epoch 1683 | loss: 0.0310436 | val_loss: 0.0312439 | Time: 1610.61 ms [2021-05-19 09:53:01 main:581] : INFO : Epoch 1684 | loss: 0.0310467 | val_loss: 0.0312778 | Time: 1673.53 ms [2021-05-19 09:53:03 main:581] : INFO : Epoch 1685 | loss: 0.0310381 | val_loss: 0.0312433 | Time: 1675.12 ms [2021-05-19 09:53:05 main:581] : INFO : Epoch 1686 | loss: 0.0310455 | val_loss: 0.0312259 | Time: 1620.75 ms [2021-05-19 09:53:06 main:581] : INFO : Epoch 1687 | loss: 0.0310462 | val_loss: 0.031233 | Time: 1688.71 ms [2021-05-19 09:53:08 main:581] : INFO : Epoch 1688 | loss: 0.0310506 | val_loss: 0.0312549 | Time: 1721.39 ms [2021-05-19 09:53:10 main:581] : INFO : Epoch 1689 | loss: 0.0310454 | val_loss: 0.0312331 | Time: 1789.06 ms [2021-05-19 09:53:12 main:581] : INFO : Epoch 1690 | loss: 0.0310397 | val_loss: 0.0312575 | Time: 1817.44 ms [2021-05-19 09:53:13 main:581] : INFO : Epoch 1691 | loss: 0.0310398 | val_loss: 0.0312479 | Time: 1735.02 ms [2021-05-19 09:53:15 main:581] : INFO : Epoch 1692 | loss: 0.0310437 | val_loss: 0.0312362 | Time: 1621.37 ms [2021-05-19 09:53:17 main:581] : INFO : Epoch 1693 | loss: 0.0310413 | val_loss: 0.0312422 | Time: 1637.06 ms [2021-05-19 09:53:18 main:581] : INFO : Epoch 1694 | loss: 0.0310409 | val_loss: 0.0312557 | Time: 1777.4 ms [2021-05-19 09:53:20 main:581] : INFO : Epoch 1695 | loss: 0.0310334 | val_loss: 0.0312508 | Time: 1890.72 ms [2021-05-19 09:53:22 main:581] : INFO : Epoch 1696 | loss: 0.031035 | val_loss: 0.0312694 | Time: 1848.51 ms [2021-05-19 09:53:24 main:581] : INFO : Epoch 1697 | loss: 0.0310401 | val_loss: 0.0312736 | Time: 1645.36 ms [2021-05-19 09:53:26 main:581] : INFO : Epoch 1698 | loss: 0.0310992 | val_loss: 0.0312187 | Time: 1625.67 ms [2021-05-19 09:53:27 main:581] : INFO : Epoch 1699 | loss: 0.0311108 | val_loss: 0.03123 | Time: 1635.66 ms [2021-05-19 09:53:29 main:581] : INFO : Epoch 1700 | loss: 0.0310859 | val_loss: 0.0312335 | Time: 1666.43 ms [2021-05-19 09:53:30 main:581] : INFO : Epoch 1701 | loss: 0.0310631 | val_loss: 0.0312473 | Time: 1687.07 ms [2021-05-19 09:53:32 main:581] : INFO : Epoch 1702 | loss: 0.0310543 | val_loss: 0.0312471 | Time: 1658.73 ms [2021-05-19 09:53:34 main:581] : INFO : Epoch 1703 | loss: 0.031051 | val_loss: 0.0312413 | Time: 1711.5 ms [2021-05-19 09:53:36 main:581] : INFO : Epoch 1704 | loss: 0.0310438 | val_loss: 0.0312706 | Time: 1738.41 ms [2021-05-19 09:53:37 main:581] : INFO : Epoch 1705 | loss: 0.0310372 | val_loss: 0.0312437 | Time: 1719.9 ms [2021-05-19 09:53:39 main:581] : INFO : Epoch 1706 | loss: 0.031037 | val_loss: 0.0312548 | Time: 1608.82 ms [2021-05-19 09:53:41 main:581] : INFO : Epoch 1707 | loss: 0.031037 | val_loss: 0.0312476 | Time: 1656.15 ms [2021-05-19 09:53:42 main:581] : INFO : Epoch 1708 | loss: 0.0310371 | val_loss: 0.0312541 | Time: 1707.62 ms [2021-05-19 09:53:44 main:581] : INFO : Epoch 1709 | loss: 0.0310432 | val_loss: 0.0312547 | Time: 1641.67 ms [2021-05-19 09:53:46 main:581] : INFO : Epoch 1710 | loss: 0.03104 | val_loss: 0.0312464 | Time: 1615.35 ms [2021-05-19 09:53:47 main:581] : INFO : Epoch 1711 | loss: 0.031038 | val_loss: 0.0312659 | Time: 1727.62 ms [2021-05-19 09:53:49 main:581] : INFO : Epoch 1712 | loss: 0.0310348 | val_loss: 0.0312593 | Time: 1635.47 ms [2021-05-19 09:53:51 main:581] : INFO : Epoch 1713 | loss: 0.0310391 | val_loss: 0.0312517 | Time: 1669.92 ms [2021-05-19 09:53:52 main:581] : INFO : Epoch 1714 | loss: 0.0310383 | val_loss: 0.0312567 | Time: 1713.81 ms [2021-05-19 09:53:54 main:581] : INFO : Epoch 1715 | loss: 0.0310454 | val_loss: 0.0312896 | Time: 1739.98 ms [2021-05-19 09:53:56 main:581] : INFO : Epoch 1716 | loss: 0.0310453 | val_loss: 0.0312394 | Time: 1630.78 ms [2021-05-19 09:53:57 main:581] : INFO : Epoch 1717 | loss: 0.0310454 | val_loss: 0.0312433 | Time: 1627.38 ms [2021-05-19 09:53:59 main:581] : INFO : Epoch 1718 | loss: 0.0310382 | val_loss: 0.0312575 | Time: 1663.78 ms [2021-05-19 09:54:01 main:581] : INFO : Epoch 1719 | loss: 0.0310376 | val_loss: 0.0312413 | Time: 1673.71 ms [2021-05-19 09:54:02 main:581] : INFO : Epoch 1720 | loss: 0.0310377 | val_loss: 0.031256 | Time: 1685.91 ms [2021-05-19 09:54:04 main:581] : INFO : Epoch 1721 | loss: 0.0310364 | val_loss: 0.0312533 | Time: 1645.34 ms [2021-05-19 09:54:06 main:581] : INFO : Epoch 1722 | loss: 0.03103 | val_loss: 0.0312697 | Time: 1752.4 ms [2021-05-19 09:54:07 main:581] : INFO : Epoch 1723 | loss: 0.0310361 | val_loss: 0.0312608 | Time: 1702.45 ms [2021-05-19 09:54:09 main:581] : INFO : Epoch 1724 | loss: 0.0310385 | val_loss: 0.0312623 | Time: 1660.07 ms [2021-05-19 09:54:11 main:581] : INFO : Epoch 1725 | loss: 0.0310424 | val_loss: 0.0312436 | Time: 1706.78 ms [2021-05-19 09:54:13 main:581] : INFO : Epoch 1726 | loss: 0.0310389 | val_loss: 0.0312704 | Time: 1711.96 ms [2021-05-19 09:54:14 main:581] : INFO : Epoch 1727 | loss: 0.031042 | val_loss: 0.0312425 | Time: 1690.95 ms [2021-05-19 09:54:16 main:581] : INFO : Epoch 1728 | loss: 0.0310347 | val_loss: 0.0312709 | Time: 1638.47 ms [2021-05-19 09:54:17 main:581] : INFO : Epoch 1729 | loss: 0.0310303 | val_loss: 0.0312728 | Time: 1661.23 ms [2021-05-19 09:54:19 main:581] : INFO : Epoch 1730 | loss: 0.031034 | val_loss: 0.0312849 | Time: 1942.5 ms [2021-05-19 09:54:21 main:581] : INFO : Epoch 1731 | loss: 0.0310416 | val_loss: 0.0312332 | Time: 1874.81 ms [2021-05-19 09:54:23 main:581] : INFO : Epoch 1732 | loss: 0.031059 | val_loss: 0.0312756 | Time: 1820.69 ms [2021-05-19 09:54:25 main:581] : INFO : Epoch 1733 | loss: 0.0310506 | val_loss: 0.0312229 | Time: 1788.5 ms [2021-05-19 09:54:27 main:581] : INFO : Epoch 1734 | loss: 0.0310726 | val_loss: 0.0312353 | Time: 1646.34 ms [2021-05-19 09:54:28 main:581] : INFO : Epoch 1735 | loss: 0.0310506 | val_loss: 0.0312585 | Time: 1786.45 ms [2021-05-19 09:54:30 main:581] : INFO : Epoch 1736 | loss: 0.0310401 | val_loss: 0.0312504 | Time: 1771.91 ms [2021-05-19 09:54:32 main:581] : INFO : Epoch 1737 | loss: 0.0310433 | val_loss: 0.0312731 | Time: 1714.6 ms [2021-05-19 09:54:34 main:581] : INFO : Epoch 1738 | loss: 0.0310335 | val_loss: 0.0312543 | Time: 1705.55 ms [2021-05-19 09:54:35 main:581] : INFO : Epoch 1739 | loss: 0.0310305 | val_loss: 0.0313026 | Time: 1810.96 ms [2021-05-19 09:54:37 main:581] : INFO : Epoch 1740 | loss: 0.0310334 | val_loss: 0.031262 | Time: 1690.3 ms [2021-05-19 09:54:39 main:581] : INFO : Epoch 1741 | loss: 0.0310322 | val_loss: 0.0312893 | Time: 1733.47 ms [2021-05-19 09:54:41 main:581] : INFO : Epoch 1742 | loss: 0.0310299 | val_loss: 0.0312703 | Time: 1735.89 ms [2021-05-19 09:54:42 main:581] : INFO : Epoch 1743 | loss: 0.0310304 | val_loss: 0.0312741 | Time: 1679.76 ms [2021-05-19 09:54:44 main:581] : INFO : Epoch 1744 | loss: 0.0310265 | val_loss: 0.0312746 | Time: 1674.35 ms [2021-05-19 09:54:46 main:581] : INFO : Epoch 1745 | loss: 0.0310279 | val_loss: 0.031247 | Time: 1713.57 ms [2021-05-19 09:54:47 main:581] : INFO : Epoch 1746 | loss: 0.0310455 | val_loss: 0.031274 | Time: 1740.42 ms [2021-05-19 09:54:49 main:581] : INFO : Epoch 1747 | loss: 0.0310364 | val_loss: 0.0312462 | Time: 1605.99 ms [2021-05-19 09:54:51 main:581] : INFO : Epoch 1748 | loss: 0.031031 | val_loss: 0.0312591 | Time: 1631.75 ms [2021-05-19 09:54:52 main:581] : INFO : Epoch 1749 | loss: 0.0311202 | val_loss: 0.0312123 | Time: 1636.39 ms [2021-05-19 09:54:54 main:581] : INFO : Epoch 1750 | loss: 0.0311337 | val_loss: 0.0311967 | Time: 1626.95 ms [2021-05-19 09:54:56 main:581] : INFO : Epoch 1751 | loss: 0.0311188 | val_loss: 0.0312039 | Time: 1697.07 ms [2021-05-19 09:54:57 main:581] : INFO : Epoch 1752 | loss: 0.0311014 | val_loss: 0.0312002 | Time: 1729.63 ms [2021-05-19 09:54:59 main:581] : INFO : Epoch 1753 | loss: 0.0310816 | val_loss: 0.0312267 | Time: 1744.02 ms [2021-05-19 09:55:01 main:581] : INFO : Epoch 1754 | loss: 0.0310686 | val_loss: 0.0312163 | Time: 1714.3 ms [2021-05-19 09:55:02 main:581] : INFO : Epoch 1755 | loss: 0.0310575 | val_loss: 0.0312287 | Time: 1676.47 ms [2021-05-19 09:55:04 main:581] : INFO : Epoch 1756 | loss: 0.031049 | val_loss: 0.0313052 | Time: 1732.26 ms [2021-05-19 09:55:06 main:581] : INFO : Epoch 1757 | loss: 0.031042 | val_loss: 0.031252 | Time: 1705.88 ms [2021-05-19 09:55:08 main:581] : INFO : Epoch 1758 | loss: 0.0310343 | val_loss: 0.0312488 | Time: 1728.59 ms [2021-05-19 09:55:09 main:581] : INFO : Epoch 1759 | loss: 0.0310367 | val_loss: 0.0312392 | Time: 1691.15 ms [2021-05-19 09:55:11 main:581] : INFO : Epoch 1760 | loss: 0.0310432 | val_loss: 0.0312556 | Time: 1764.68 ms [2021-05-19 09:55:13 main:581] : INFO : Epoch 1761 | loss: 0.0310313 | val_loss: 0.0312618 | Time: 1682.47 ms [2021-05-19 09:55:15 main:581] : INFO : Epoch 1762 | loss: 0.0310326 | val_loss: 0.0312519 | Time: 1808.5 ms [2021-05-19 09:55:16 main:581] : INFO : Epoch 1763 | loss: 0.0310298 | val_loss: 0.0312701 | Time: 1603.65 ms [2021-05-19 09:55:18 main:581] : INFO : Epoch 1764 | loss: 0.031033 | val_loss: 0.0312714 | Time: 1668.98 ms [2021-05-19 09:55:20 main:581] : INFO : Epoch 1765 | loss: 0.0310334 | val_loss: 0.0312608 | Time: 1741.35 ms [2021-05-19 09:55:21 main:581] : INFO : Epoch 1766 | loss: 0.031037 | val_loss: 0.0312715 | Time: 1606.92 ms [2021-05-19 09:55:23 main:581] : INFO : Epoch 1767 | loss: 0.0310359 | val_loss: 0.0312336 | Time: 1597.18 ms [2021-05-19 09:55:24 main:581] : INFO : Epoch 1768 | loss: 0.0310323 | val_loss: 0.0312616 | Time: 1628.66 ms [2021-05-19 09:55:26 main:581] : INFO : Epoch 1769 | loss: 0.031024 | val_loss: 0.0312534 | Time: 1792.57 ms [2021-05-19 09:55:28 main:581] : INFO : Epoch 1770 | loss: 0.0310384 | val_loss: 0.0312566 | Time: 1603.13 ms [2021-05-19 09:55:29 main:581] : INFO : Epoch 1771 | loss: 0.0310323 | val_loss: 0.0312476 | Time: 1590.65 ms [2021-05-19 09:55:31 main:581] : INFO : Epoch 1772 | loss: 0.0310298 | val_loss: 0.0312621 | Time: 1628.2 ms [2021-05-19 09:55:33 main:581] : INFO : Epoch 1773 | loss: 0.0310312 | val_loss: 0.0312556 | Time: 1739.43 ms [2021-05-19 09:55:34 main:581] : INFO : Epoch 1774 | loss: 0.0310297 | val_loss: 0.0312704 | Time: 1599.12 ms [2021-05-19 09:55:36 main:581] : INFO : Epoch 1775 | loss: 0.0310268 | val_loss: 0.0312659 | Time: 1657.94 ms [2021-05-19 09:55:38 main:581] : INFO : Epoch 1776 | loss: 0.0310289 | val_loss: 0.0312731 | Time: 1672.54 ms [2021-05-19 09:55:39 main:581] : INFO : Epoch 1777 | loss: 0.0310408 | val_loss: 0.0312556 | Time: 1688.7 ms [2021-05-19 09:55:41 main:581] : INFO : Epoch 1778 | loss: 0.0310361 | val_loss: 0.0312516 | Time: 1614.57 ms [2021-05-19 09:55:43 main:581] : INFO : Epoch 1779 | loss: 0.0310329 | val_loss: 0.0312626 | Time: 1659.83 ms [2021-05-19 09:55:44 main:581] : INFO : Epoch 1780 | loss: 0.0310413 | val_loss: 0.0312456 | Time: 1606.95 ms [2021-05-19 09:55:46 main:581] : INFO : Epoch 1781 | loss: 0.0310403 | val_loss: 0.031256 | Time: 1697.3 ms [2021-05-19 09:55:48 main:581] : INFO : Epoch 1782 | loss: 0.0310441 | val_loss: 0.0312649 | Time: 1631.73 ms [2021-05-19 09:55:49 main:581] : INFO : Epoch 1783 | loss: 0.0310533 | val_loss: 0.0312405 | Time: 1661.75 ms [2021-05-19 09:55:51 main:581] : INFO : Epoch 1784 | loss: 0.0310485 | val_loss: 0.0312261 | Time: 1656.35 ms [2021-05-19 09:55:52 main:581] : INFO : Epoch 1785 | loss: 0.0310488 | val_loss: 0.0312644 | Time: 1624.49 ms [2021-05-19 09:55:54 main:581] : INFO : Epoch 1786 | loss: 0.0310376 | val_loss: 0.0312501 | Time: 1597.42 ms [2021-05-19 09:55:56 main:581] : INFO : Epoch 1787 | loss: 0.0310309 | val_loss: 0.0312252 | Time: 1581.61 ms [2021-05-19 09:55:57 main:581] : INFO : Epoch 1788 | loss: 0.0310371 | val_loss: 0.0312628 | Time: 1612.36 ms [2021-05-19 09:55:59 main:581] : INFO : Epoch 1789 | loss: 0.0310316 | val_loss: 0.0312373 | Time: 1667.09 ms [2021-05-19 09:56:01 main:581] : INFO : Epoch 1790 | loss: 0.0310292 | val_loss: 0.0312449 | Time: 1654.2 ms [2021-05-19 09:56:02 main:581] : INFO : Epoch 1791 | loss: 0.0310327 | val_loss: 0.0312485 | Time: 1701.38 ms [2021-05-19 09:56:04 main:581] : INFO : Epoch 1792 | loss: 0.0310243 | val_loss: 0.0312437 | Time: 1657.91 ms [2021-05-19 09:56:06 main:581] : INFO : Epoch 1793 | loss: 0.0310246 | val_loss: 0.0312679 | Time: 1651.92 ms [2021-05-19 09:56:07 main:581] : INFO : Epoch 1794 | loss: 0.0310256 | val_loss: 0.0312554 | Time: 1619.01 ms [2021-05-19 09:56:09 main:581] : INFO : Epoch 1795 | loss: 0.031025 | val_loss: 0.0312572 | Time: 1828.78 ms [2021-05-19 09:56:11 main:581] : INFO : Epoch 1796 | loss: 0.0310261 | val_loss: 0.0312906 | Time: 1691.29 ms [2021-05-19 09:56:12 main:581] : INFO : Epoch 1797 | loss: 0.0310277 | val_loss: 0.0312864 | Time: 1641.88 ms [2021-05-19 09:56:14 main:581] : INFO : Epoch 1798 | loss: 0.0310245 | val_loss: 0.0312711 | Time: 1651.79 ms [2021-05-19 09:56:16 main:581] : INFO : Epoch 1799 | loss: 0.0310276 | val_loss: 0.0312842 | Time: 1648.58 ms [2021-05-19 09:56:17 main:581] : INFO : Epoch 1800 | loss: 0.0310239 | val_loss: 0.0312485 | Time: 1615.13 ms [2021-05-19 09:56:19 main:581] : INFO : Epoch 1801 | loss: 0.0310242 | val_loss: 0.0312998 | Time: 1758 ms [2021-05-19 09:56:21 main:581] : INFO : Epoch 1802 | loss: 0.0310303 | val_loss: 0.0312855 | Time: 1672.46 ms [2021-05-19 09:56:22 main:581] : INFO : Epoch 1803 | loss: 0.0310434 | val_loss: 0.0312418 | Time: 1729.24 ms [2021-05-19 09:56:24 main:581] : INFO : Epoch 1804 | loss: 0.0310352 | val_loss: 0.0312573 | Time: 1691.22 ms [2021-05-19 09:56:26 main:581] : INFO : Epoch 1805 | loss: 0.0310369 | val_loss: 0.0312555 | Time: 1743.73 ms [2021-05-19 09:56:28 main:581] : INFO : Epoch 1806 | loss: 0.0310326 | val_loss: 0.0312489 | Time: 1683.17 ms [2021-05-19 09:56:29 main:581] : INFO : Epoch 1807 | loss: 0.0310299 | val_loss: 0.0312482 | Time: 1698.87 ms [2021-05-19 09:56:31 main:581] : INFO : Epoch 1808 | loss: 0.0310325 | val_loss: 0.0312878 | Time: 1639.88 ms [2021-05-19 09:56:33 main:581] : INFO : Epoch 1809 | loss: 0.0310327 | val_loss: 0.0312521 | Time: 1788.77 ms [2021-05-19 09:56:34 main:581] : INFO : Epoch 1810 | loss: 0.0310318 | val_loss: 0.0312853 | Time: 1712.46 ms [2021-05-19 09:56:36 main:581] : INFO : Epoch 1811 | loss: 0.0310299 | val_loss: 0.0313059 | Time: 1793.34 ms [2021-05-19 09:56:38 main:581] : INFO : Epoch 1812 | loss: 0.0310268 | val_loss: 0.0312563 | Time: 1713.18 ms [2021-05-19 09:56:40 main:581] : INFO : Epoch 1813 | loss: 0.0310242 | val_loss: 0.0312584 | Time: 1745.48 ms [2021-05-19 09:56:41 main:581] : INFO : Epoch 1814 | loss: 0.0310194 | val_loss: 0.0312595 | Time: 1795.6 ms [2021-05-19 09:56:43 main:581] : INFO : Epoch 1815 | loss: 0.0310258 | val_loss: 0.0312751 | Time: 1656.02 ms [2021-05-19 09:56:45 main:581] : INFO : Epoch 1816 | loss: 0.0310236 | val_loss: 0.0312595 | Time: 1719.58 ms [2021-05-19 09:56:47 main:581] : INFO : Epoch 1817 | loss: 0.0310281 | val_loss: 0.0312732 | Time: 1691.65 ms [2021-05-19 09:56:48 main:581] : INFO : Epoch 1818 | loss: 0.0310236 | val_loss: 0.0312553 | Time: 1658.98 ms [2021-05-19 09:56:50 main:581] : INFO : Epoch 1819 | loss: 0.0310223 | val_loss: 0.0312684 | Time: 1666.74 ms [2021-05-19 09:56:51 main:581] : INFO : Epoch 1820 | loss: 0.031034 | val_loss: 0.0312652 | Time: 1606.14 ms [2021-05-19 09:56:53 main:581] : INFO : Epoch 1821 | loss: 0.0310324 | val_loss: 0.0312585 | Time: 1597.36 ms [2021-05-19 09:56:55 main:581] : INFO : Epoch 1822 | loss: 0.0310334 | val_loss: 0.0312615 | Time: 1792.86 ms [2021-05-19 09:56:57 main:581] : INFO : Epoch 1823 | loss: 0.0310274 | val_loss: 0.0312747 | Time: 1804.5 ms [2021-05-19 09:56:58 main:581] : INFO : Epoch 1824 | loss: 0.031026 | val_loss: 0.0312578 | Time: 1797.42 ms [2021-05-19 09:57:00 main:581] : INFO : Epoch 1825 | loss: 0.0310403 | val_loss: 0.0312608 | Time: 1729.67 ms [2021-05-19 09:57:02 main:581] : INFO : Epoch 1826 | loss: 0.0310331 | val_loss: 0.0312751 | Time: 1720.91 ms [2021-05-19 09:57:04 main:581] : INFO : Epoch 1827 | loss: 0.031027 | val_loss: 0.031279 | Time: 1675.39 ms [2021-05-19 09:57:05 main:581] : INFO : Epoch 1828 | loss: 0.0310198 | val_loss: 0.0312719 | Time: 1630.05 ms [2021-05-19 09:57:07 main:581] : INFO : Epoch 1829 | loss: 0.0310176 | val_loss: 0.0312862 | Time: 1611.85 ms [2021-05-19 09:57:09 main:581] : INFO : Epoch 1830 | loss: 0.0310181 | val_loss: 0.0312548 | Time: 1684.13 ms [2021-05-19 09:57:10 main:581] : INFO : Epoch 1831 | loss: 0.031027 | val_loss: 0.031274 | Time: 1763.5 ms [2021-05-19 09:57:12 main:581] : INFO : Epoch 1832 | loss: 0.0310373 | val_loss: 0.0312395 | Time: 1699.03 ms [2021-05-19 09:57:14 main:581] : INFO : Epoch 1833 | loss: 0.0310603 | val_loss: 0.0312417 | Time: 1760.25 ms [2021-05-19 09:57:15 main:581] : INFO : Epoch 1834 | loss: 0.031048 | val_loss: 0.0312551 | Time: 1705.64 ms [2021-05-19 09:57:17 main:581] : INFO : Epoch 1835 | loss: 0.0310339 | val_loss: 0.0312721 | Time: 1617.13 ms [2021-05-19 09:57:19 main:581] : INFO : Epoch 1836 | loss: 0.0310265 | val_loss: 0.031261 | Time: 1650.47 ms [2021-05-19 09:57:20 main:581] : INFO : Epoch 1837 | loss: 0.0310333 | val_loss: 0.0312932 | Time: 1672.49 ms [2021-05-19 09:57:22 main:581] : INFO : Epoch 1838 | loss: 0.0310304 | val_loss: 0.0312579 | Time: 1653.58 ms [2021-05-19 09:57:24 main:581] : INFO : Epoch 1839 | loss: 0.0310249 | val_loss: 0.0312716 | Time: 1705.5 ms [2021-05-19 09:57:25 main:581] : INFO : Epoch 1840 | loss: 0.0310164 | val_loss: 0.0312432 | Time: 1688.99 ms [2021-05-19 09:57:27 main:581] : INFO : Epoch 1841 | loss: 0.0310219 | val_loss: 0.0312757 | Time: 1721.22 ms [2021-05-19 09:57:29 main:581] : INFO : Epoch 1842 | loss: 0.031026 | val_loss: 0.0312611 | Time: 1715.4 ms [2021-05-19 09:57:31 main:581] : INFO : Epoch 1843 | loss: 0.0310202 | val_loss: 0.0312429 | Time: 1678.63 ms [2021-05-19 09:57:32 main:581] : INFO : Epoch 1844 | loss: 0.0311105 | val_loss: 0.0312146 | Time: 1620.71 ms [2021-05-19 09:57:34 main:581] : INFO : Epoch 1845 | loss: 0.0311089 | val_loss: 0.0312092 | Time: 1641.9 ms [2021-05-19 09:57:35 main:581] : INFO : Epoch 1846 | loss: 0.031082 | val_loss: 0.0312384 | Time: 1626.54 ms [2021-05-19 09:57:37 main:581] : INFO : Epoch 1847 | loss: 0.0310589 | val_loss: 0.0312324 | Time: 1719.1 ms [2021-05-19 09:57:39 main:581] : INFO : Epoch 1848 | loss: 0.0310479 | val_loss: 0.0312708 | Time: 1674.99 ms [2021-05-19 09:57:40 main:581] : INFO : Epoch 1849 | loss: 0.0310299 | val_loss: 0.031247 | Time: 1629.65 ms [2021-05-19 09:57:42 main:581] : INFO : Epoch 1850 | loss: 0.0310218 | val_loss: 0.0312442 | Time: 1612.91 ms [2021-05-19 09:57:44 main:581] : INFO : Epoch 1851 | loss: 0.0310205 | val_loss: 0.0312255 | Time: 1635.59 ms [2021-05-19 09:57:45 main:581] : INFO : Epoch 1852 | loss: 0.0310252 | val_loss: 0.0312565 | Time: 1622.96 ms [2021-05-19 09:57:47 main:581] : INFO : Epoch 1853 | loss: 0.0310209 | val_loss: 0.0312781 | Time: 1701.52 ms [2021-05-19 09:57:49 main:581] : INFO : Epoch 1854 | loss: 0.0310162 | val_loss: 0.0312855 | Time: 1701.27 ms [2021-05-19 09:57:50 main:581] : INFO : Epoch 1855 | loss: 0.0310166 | val_loss: 0.0312677 | Time: 1694.34 ms [2021-05-19 09:57:52 main:581] : INFO : Epoch 1856 | loss: 0.0310169 | val_loss: 0.0312529 | Time: 1619.37 ms [2021-05-19 09:57:54 main:581] : INFO : Epoch 1857 | loss: 0.0310165 | val_loss: 0.0312948 | Time: 1712.89 ms [2021-05-19 09:57:56 main:581] : INFO : Epoch 1858 | loss: 0.0310136 | val_loss: 0.0312979 | Time: 1757.82 ms [2021-05-19 09:57:57 main:581] : INFO : Epoch 1859 | loss: 0.0310147 | val_loss: 0.0312833 | Time: 1736.54 ms [2021-05-19 09:57:59 main:581] : INFO : Epoch 1860 | loss: 0.0310123 | val_loss: 0.0312955 | Time: 1672.19 ms [2021-05-19 09:58:01 main:581] : INFO : Epoch 1861 | loss: 0.031031 | val_loss: 0.0312638 | Time: 1657.4 ms [2021-05-19 09:58:02 main:581] : INFO : Epoch 1862 | loss: 0.0310513 | val_loss: 0.031256 | Time: 1641.01 ms [2021-05-19 09:58:04 main:581] : INFO : Epoch 1863 | loss: 0.031032 | val_loss: 0.0312366 | Time: 1677.68 ms [2021-05-19 09:58:06 main:581] : INFO : Epoch 1864 | loss: 0.0310272 | val_loss: 0.0312409 | Time: 1706.64 ms [2021-05-19 09:58:07 main:581] : INFO : Epoch 1865 | loss: 0.0310231 | val_loss: 0.0312492 | Time: 1695.11 ms [2021-05-19 09:58:09 main:581] : INFO : Epoch 1866 | loss: 0.0310455 | val_loss: 0.0312222 | Time: 1743.07 ms [2021-05-19 09:58:11 main:581] : INFO : Epoch 1867 | loss: 0.0310347 | val_loss: 0.03126 | Time: 1633.79 ms [2021-05-19 09:58:12 main:581] : INFO : Epoch 1868 | loss: 0.0310215 | val_loss: 0.0312677 | Time: 1711.93 ms [2021-05-19 09:58:14 main:581] : INFO : Epoch 1869 | loss: 0.0310188 | val_loss: 0.0312666 | Time: 1809.74 ms [2021-05-19 09:58:16 main:581] : INFO : Epoch 1870 | loss: 0.0310162 | val_loss: 0.0312752 | Time: 1771.74 ms [2021-05-19 09:58:18 main:581] : INFO : Epoch 1871 | loss: 0.0310134 | val_loss: 0.031245 | Time: 1640.74 ms [2021-05-19 09:58:19 main:581] : INFO : Epoch 1872 | loss: 0.0310243 | val_loss: 0.0312534 | Time: 1693.45 ms [2021-05-19 09:58:21 main:581] : INFO : Epoch 1873 | loss: 0.0310171 | val_loss: 0.031243 | Time: 1782.89 ms [2021-05-19 09:58:23 main:581] : INFO : Epoch 1874 | loss: 0.0310287 | val_loss: 0.031241 | Time: 1699.11 ms [2021-05-19 09:58:24 main:581] : INFO : Epoch 1875 | loss: 0.0310326 | val_loss: 0.0312629 | Time: 1665.53 ms [2021-05-19 09:58:26 main:581] : INFO : Epoch 1876 | loss: 0.0310197 | val_loss: 0.0312729 | Time: 1645.55 ms [2021-05-19 09:58:28 main:581] : INFO : Epoch 1877 | loss: 0.0310146 | val_loss: 0.0312743 | Time: 1674.18 ms [2021-05-19 09:58:29 main:581] : INFO : Epoch 1878 | loss: 0.0310144 | val_loss: 0.0312627 | Time: 1664.8 ms [2021-05-19 09:58:31 main:581] : INFO : Epoch 1879 | loss: 0.0310124 | val_loss: 0.0312969 | Time: 1692.58 ms [2021-05-19 09:58:33 main:581] : INFO : Epoch 1880 | loss: 0.031013 | val_loss: 0.0312608 | Time: 1680.55 ms [2021-05-19 09:58:35 main:581] : INFO : Epoch 1881 | loss: 0.0310189 | val_loss: 0.0313089 | Time: 1652.3 ms [2021-05-19 09:58:36 main:581] : INFO : Epoch 1882 | loss: 0.0310272 | val_loss: 0.0312986 | Time: 1658.46 ms [2021-05-19 09:58:38 main:581] : INFO : Epoch 1883 | loss: 0.0310256 | val_loss: 0.0312732 | Time: 1811.97 ms [2021-05-19 09:58:40 main:581] : INFO : Epoch 1884 | loss: 0.031021 | val_loss: 0.03126 | Time: 1815.59 ms [2021-05-19 09:58:41 main:581] : INFO : Epoch 1885 | loss: 0.0310154 | val_loss: 0.0312656 | Time: 1661.17 ms [2021-05-19 09:58:43 main:581] : INFO : Epoch 1886 | loss: 0.0310205 | val_loss: 0.0312616 | Time: 1754.27 ms [2021-05-19 09:58:45 main:581] : INFO : Epoch 1887 | loss: 0.0310275 | val_loss: 0.0312322 | Time: 1726.9 ms [2021-05-19 09:58:47 main:581] : INFO : Epoch 1888 | loss: 0.031019 | val_loss: 0.0312678 | Time: 1633.98 ms [2021-05-19 09:58:48 main:581] : INFO : Epoch 1889 | loss: 0.0310082 | val_loss: 0.0312918 | Time: 1714.97 ms [2021-05-19 09:58:50 main:581] : INFO : Epoch 1890 | loss: 0.0310131 | val_loss: 0.0312692 | Time: 1695.76 ms [2021-05-19 09:58:52 main:581] : INFO : Epoch 1891 | loss: 0.0310166 | val_loss: 0.0313217 | Time: 1752.42 ms [2021-05-19 09:58:54 main:581] : INFO : Epoch 1892 | loss: 0.0310164 | val_loss: 0.031289 | Time: 1828.93 ms [2021-05-19 09:58:55 main:581] : INFO : Epoch 1893 | loss: 0.0310124 | val_loss: 0.0312841 | Time: 1709.7 ms [2021-05-19 09:58:57 main:581] : INFO : Epoch 1894 | loss: 0.0310098 | val_loss: 0.031263 | Time: 1632.27 ms [2021-05-19 09:58:59 main:581] : INFO : Epoch 1895 | loss: 0.0310097 | val_loss: 0.0312716 | Time: 1637.17 ms [2021-05-19 09:59:00 main:581] : INFO : Epoch 1896 | loss: 0.0310204 | val_loss: 0.0312392 | Time: 1629.97 ms [2021-05-19 09:59:02 main:581] : INFO : Epoch 1897 | loss: 0.0310211 | val_loss: 0.0312485 | Time: 1649.71 ms [2021-05-19 09:59:03 main:581] : INFO : Epoch 1898 | loss: 0.0310212 | val_loss: 0.0312589 | Time: 1600.28 ms [2021-05-19 09:59:05 main:581] : INFO : Epoch 1899 | loss: 0.0310169 | val_loss: 0.031288 | Time: 1629.23 ms [2021-05-19 09:59:07 main:581] : INFO : Epoch 1900 | loss: 0.0310325 | val_loss: 0.0312449 | Time: 1644.06 ms [2021-05-19 09:59:08 main:581] : INFO : Epoch 1901 | loss: 0.0310403 | val_loss: 0.0312273 | Time: 1696.65 ms [2021-05-19 09:59:10 main:581] : INFO : Epoch 1902 | loss: 0.0311214 | val_loss: 0.031197 | Time: 1683.38 ms [2021-05-19 09:59:12 main:581] : INFO : Epoch 1903 | loss: 0.0311068 | val_loss: 0.0312059 | Time: 1703.29 ms [2021-05-19 09:59:14 main:581] : INFO : Epoch 1904 | loss: 0.0311168 | val_loss: 0.031199 | Time: 1897.92 ms [2021-05-19 09:59:15 main:581] : INFO : Epoch 1905 | loss: 0.0310951 | val_loss: 0.0312222 | Time: 1690.89 ms [2021-05-19 09:59:17 main:581] : INFO : Epoch 1906 | loss: 0.0310703 | val_loss: 0.0312451 | Time: 1689.21 ms [2021-05-19 09:59:19 main:581] : INFO : Epoch 1907 | loss: 0.0310515 | val_loss: 0.0312537 | Time: 1849.17 ms [2021-05-19 09:59:21 main:581] : INFO : Epoch 1908 | loss: 0.0310371 | val_loss: 0.0312677 | Time: 1875.59 ms [2021-05-19 09:59:23 main:581] : INFO : Epoch 1909 | loss: 0.0310299 | val_loss: 0.0312608 | Time: 1858.98 ms [2021-05-19 09:59:25 main:581] : INFO : Epoch 1910 | loss: 0.0310242 | val_loss: 0.031247 | Time: 1979.31 ms [2021-05-19 09:59:26 main:581] : INFO : Epoch 1911 | loss: 0.0310269 | val_loss: 0.0312636 | Time: 1652.01 ms [2021-05-19 09:59:28 main:581] : INFO : Epoch 1912 | loss: 0.0310303 | val_loss: 0.0312594 | Time: 1616.15 ms [2021-05-19 09:59:29 main:581] : INFO : Epoch 1913 | loss: 0.0310241 | val_loss: 0.0312382 | Time: 1583.42 ms [2021-05-19 09:59:31 main:581] : INFO : Epoch 1914 | loss: 0.0310215 | val_loss: 0.0312517 | Time: 1618.03 ms [2021-05-19 09:59:33 main:581] : INFO : Epoch 1915 | loss: 0.0310144 | val_loss: 0.0313073 | Time: 1631.34 ms [2021-05-19 09:59:34 main:581] : INFO : Epoch 1916 | loss: 0.031024 | val_loss: 0.0312454 | Time: 1582.65 ms [2021-05-19 09:59:36 main:581] : INFO : Epoch 1917 | loss: 0.0310216 | val_loss: 0.0312911 | Time: 1689.41 ms [2021-05-19 09:59:38 main:581] : INFO : Epoch 1918 | loss: 0.0310114 | val_loss: 0.0312761 | Time: 1697.5 ms [2021-05-19 09:59:39 main:581] : INFO : Epoch 1919 | loss: 0.0310075 | val_loss: 0.0312633 | Time: 1607.46 ms [2021-05-19 09:59:41 main:581] : INFO : Epoch 1920 | loss: 0.0310117 | val_loss: 0.0312463 | Time: 1624.77 ms [2021-05-19 09:59:43 main:581] : INFO : Epoch 1921 | loss: 0.031019 | val_loss: 0.0312511 | Time: 1671.93 ms [2021-05-19 09:59:44 main:581] : INFO : Epoch 1922 | loss: 0.0310283 | val_loss: 0.0312814 | Time: 1620.14 ms [2021-05-19 09:59:46 main:581] : INFO : Epoch 1923 | loss: 0.0310191 | val_loss: 0.0312806 | Time: 1646.91 ms [2021-05-19 09:59:48 main:581] : INFO : Epoch 1924 | loss: 0.0310116 | val_loss: 0.0312363 | Time: 1770.26 ms [2021-05-19 09:59:49 main:581] : INFO : Epoch 1925 | loss: 0.0310193 | val_loss: 0.0312445 | Time: 1585.94 ms [2021-05-19 09:59:51 main:581] : INFO : Epoch 1926 | loss: 0.0310167 | val_loss: 0.0312642 | Time: 1627.03 ms [2021-05-19 09:59:53 main:581] : INFO : Epoch 1927 | loss: 0.0310216 | val_loss: 0.0312568 | Time: 1702.53 ms [2021-05-19 09:59:54 main:581] : INFO : Epoch 1928 | loss: 0.0310157 | val_loss: 0.0312546 | Time: 1612.51 ms [2021-05-19 09:59:56 main:581] : INFO : Epoch 1929 | loss: 0.0310405 | val_loss: 0.0312507 | Time: 1651.56 ms [2021-05-19 09:59:58 main:581] : INFO : Epoch 1930 | loss: 0.0310391 | val_loss: 0.0312536 | Time: 1717.28 ms [2021-05-19 09:59:59 main:581] : INFO : Epoch 1931 | loss: 0.0310313 | val_loss: 0.0312611 | Time: 1611.21 ms [2021-05-19 10:00:01 main:581] : INFO : Epoch 1932 | loss: 0.0310152 | val_loss: 0.0312853 | Time: 1660.39 ms [2021-05-19 10:00:02 main:581] : INFO : Epoch 1933 | loss: 0.0310127 | val_loss: 0.0312721 | Time: 1667.35 ms [2021-05-19 10:00:04 main:581] : INFO : Epoch 1934 | loss: 0.0310152 | val_loss: 0.0312435 | Time: 1636.57 ms [2021-05-19 10:00:06 main:581] : INFO : Epoch 1935 | loss: 0.0310182 | val_loss: 0.0312733 | Time: 1738.57 ms [2021-05-19 10:00:08 main:581] : INFO : Epoch 1936 | loss: 0.0310262 | val_loss: 0.0312779 | Time: 1657.99 ms [2021-05-19 10:00:09 main:581] : INFO : Epoch 1937 | loss: 0.0310172 | val_loss: 0.0312801 | Time: 1641.41 ms [2021-05-19 10:00:11 main:581] : INFO : Epoch 1938 | loss: 0.0310149 | val_loss: 0.0312723 | Time: 1622.88 ms [2021-05-19 10:00:12 main:581] : INFO : Epoch 1939 | loss: 0.0310154 | val_loss: 0.0312352 | Time: 1680.35 ms [2021-05-19 10:00:14 main:581] : INFO : Epoch 1940 | loss: 0.0310052 | val_loss: 0.0312932 | Time: 1639.31 ms [2021-05-19 10:00:16 main:581] : INFO : Epoch 1941 | loss: 0.0310106 | val_loss: 0.0312805 | Time: 1680.68 ms [2021-05-19 10:00:17 main:581] : INFO : Epoch 1942 | loss: 0.0310202 | val_loss: 0.0312701 | Time: 1631.72 ms [2021-05-19 10:00:19 main:581] : INFO : Epoch 1943 | loss: 0.0310169 | val_loss: 0.0312512 | Time: 1672.58 ms [2021-05-19 10:00:21 main:581] : INFO : Epoch 1944 | loss: 0.0310072 | val_loss: 0.0312493 | Time: 1642.25 ms [2021-05-19 10:00:22 main:581] : INFO : Epoch 1945 | loss: 0.0310165 | val_loss: 0.0312502 | Time: 1707.83 ms [2021-05-19 10:00:24 main:581] : INFO : Epoch 1946 | loss: 0.0310175 | val_loss: 0.0312802 | Time: 1707.69 ms [2021-05-19 10:00:26 main:581] : INFO : Epoch 1947 | loss: 0.0310149 | val_loss: 0.0312926 | Time: 1666.91 ms [2021-05-19 10:00:27 main:581] : INFO : Epoch 1948 | loss: 0.0310272 | val_loss: 0.0312821 | Time: 1613.52 ms [2021-05-19 10:00:29 main:581] : INFO : Epoch 1949 | loss: 0.031018 | val_loss: 0.0312577 | Time: 1679.48 ms [2021-05-19 10:00:31 main:581] : INFO : Epoch 1950 | loss: 0.0310124 | val_loss: 0.0312449 | Time: 1683.19 ms [2021-05-19 10:00:32 main:581] : INFO : Epoch 1951 | loss: 0.0310144 | val_loss: 0.0312782 | Time: 1646.35 ms [2021-05-19 10:00:34 main:581] : INFO : Epoch 1952 | loss: 0.0310047 | val_loss: 0.0312812 | Time: 1650.71 ms [2021-05-19 10:00:36 main:581] : INFO : Epoch 1953 | loss: 0.0310163 | val_loss: 0.0312644 | Time: 1678.04 ms [2021-05-19 10:00:37 main:581] : INFO : Epoch 1954 | loss: 0.0310297 | val_loss: 0.0312772 | Time: 1665.68 ms [2021-05-19 10:00:39 main:581] : INFO : Epoch 1955 | loss: 0.031025 | val_loss: 0.0312579 | Time: 1639.79 ms [2021-05-19 10:00:41 main:581] : INFO : Epoch 1956 | loss: 0.0310315 | val_loss: 0.0312338 | Time: 1678.84 ms [2021-05-19 10:00:42 main:581] : INFO : Epoch 1957 | loss: 0.0310301 | val_loss: 0.0312937 | Time: 1709.96 ms [2021-05-19 10:00:44 main:581] : INFO : Epoch 1958 | loss: 0.0310174 | val_loss: 0.0312528 | Time: 1642.47 ms [2021-05-19 10:00:46 main:581] : INFO : Epoch 1959 | loss: 0.0310173 | val_loss: 0.0312782 | Time: 1625.23 ms [2021-05-19 10:00:47 main:581] : INFO : Epoch 1960 | loss: 0.0310283 | val_loss: 0.0312516 | Time: 1611.76 ms [2021-05-19 10:00:49 main:581] : INFO : Epoch 1961 | loss: 0.0310224 | val_loss: 0.03126 | Time: 1669.62 ms [2021-05-19 10:00:51 main:581] : INFO : Epoch 1962 | loss: 0.0310078 | val_loss: 0.0312742 | Time: 1677.58 ms [2021-05-19 10:00:52 main:581] : INFO : Epoch 1963 | loss: 0.0310027 | val_loss: 0.0312879 | Time: 1623.38 ms [2021-05-19 10:00:54 main:581] : INFO : Epoch 1964 | loss: 0.0310034 | val_loss: 0.031271 | Time: 1651.3 ms [2021-05-19 10:00:56 main:581] : INFO : Epoch 1965 | loss: 0.0310055 | val_loss: 0.0312549 | Time: 1693.65 ms [2021-05-19 10:00:57 main:581] : INFO : Epoch 1966 | loss: 0.0310106 | val_loss: 0.0312764 | Time: 1761.37 ms [2021-05-19 10:00:59 main:581] : INFO : Epoch 1967 | loss: 0.0310041 | val_loss: 0.0312601 | Time: 1674.41 ms [2021-05-19 10:01:01 main:581] : INFO : Epoch 1968 | loss: 0.0310083 | val_loss: 0.0312542 | Time: 1771.38 ms [2021-05-19 10:01:03 main:581] : INFO : Epoch 1969 | loss: 0.0310106 | val_loss: 0.0312304 | Time: 1808.03 ms [2021-05-19 10:01:04 main:581] : INFO : Epoch 1970 | loss: 0.0310254 | val_loss: 0.0312502 | Time: 1693.98 ms [2021-05-19 10:01:06 main:581] : INFO : Epoch 1971 | loss: 0.0310206 | val_loss: 0.0312836 | Time: 1729.24 ms [2021-05-19 10:01:08 main:581] : INFO : Epoch 1972 | loss: 0.0310439 | val_loss: 0.0312587 | Time: 1679.11 ms [2021-05-19 10:01:09 main:581] : INFO : Epoch 1973 | loss: 0.0310507 | val_loss: 0.0312515 | Time: 1627.67 ms [2021-05-19 10:01:11 main:581] : INFO : Epoch 1974 | loss: 0.031037 | val_loss: 0.0312483 | Time: 1790.01 ms [2021-05-19 10:01:13 main:581] : INFO : Epoch 1975 | loss: 0.0310174 | val_loss: 0.0312699 | Time: 1726.72 ms [2021-05-19 10:01:15 main:581] : INFO : Epoch 1976 | loss: 0.0310218 | val_loss: 0.0312687 | Time: 1672.6 ms [2021-05-19 10:01:16 main:581] : INFO : Epoch 1977 | loss: 0.031018 | val_loss: 0.031292 | Time: 1586.27 ms [2021-05-19 10:01:18 main:581] : INFO : Epoch 1978 | loss: 0.0310106 | val_loss: 0.031252 | Time: 1617.87 ms [2021-05-19 10:01:19 main:581] : INFO : Epoch 1979 | loss: 0.0310249 | val_loss: 0.0312631 | Time: 1631.14 ms [2021-05-19 10:01:21 main:581] : INFO : Epoch 1980 | loss: 0.0310204 | val_loss: 0.0312522 | Time: 1675.09 ms [2021-05-19 10:01:23 main:581] : INFO : Epoch 1981 | loss: 0.0310192 | val_loss: 0.0312582 | Time: 1660.27 ms [2021-05-19 10:01:24 main:581] : INFO : Epoch 1982 | loss: 0.0310094 | val_loss: 0.03127 | Time: 1666.57 ms [2021-05-19 10:01:26 main:581] : INFO : Epoch 1983 | loss: 0.0310116 | val_loss: 0.0312697 | Time: 1628.43 ms [2021-05-19 10:01:28 main:581] : INFO : Epoch 1984 | loss: 0.0310153 | val_loss: 0.0312614 | Time: 1760.44 ms [2021-05-19 10:01:29 main:581] : INFO : Epoch 1985 | loss: 0.0310098 | val_loss: 0.031276 | Time: 1625.7 ms [2021-05-19 10:01:31 main:581] : INFO : Epoch 1986 | loss: 0.0310611 | val_loss: 0.0312211 | Time: 1657.08 ms [2021-05-19 10:01:33 main:581] : INFO : Epoch 1987 | loss: 0.0310809 | val_loss: 0.0312307 | Time: 1613.15 ms [2021-05-19 10:01:34 main:581] : INFO : Epoch 1988 | loss: 0.0310533 | val_loss: 0.0312492 | Time: 1601.47 ms [2021-05-19 10:01:36 main:581] : INFO : Epoch 1989 | loss: 0.0310303 | val_loss: 0.0312737 | Time: 1681.42 ms [2021-05-19 10:01:38 main:581] : INFO : Epoch 1990 | loss: 0.0310278 | val_loss: 0.0312573 | Time: 1664.13 ms [2021-05-19 10:01:39 main:581] : INFO : Epoch 1991 | loss: 0.0310302 | val_loss: 0.0312504 | Time: 1691.16 ms [2021-05-19 10:01:41 main:581] : INFO : Epoch 1992 | loss: 0.0310281 | val_loss: 0.0312417 | Time: 1712.29 ms [2021-05-19 10:01:43 main:581] : INFO : Epoch 1993 | loss: 0.0310211 | val_loss: 0.0312961 | Time: 1683.28 ms [2021-05-19 10:01:44 main:581] : INFO : Epoch 1994 | loss: 0.0310232 | val_loss: 0.0312991 | Time: 1663.12 ms [2021-05-19 10:01:46 main:581] : INFO : Epoch 1995 | loss: 0.0310269 | val_loss: 0.0312693 | Time: 1752.64 ms [2021-05-19 10:01:48 main:581] : INFO : Epoch 1996 | loss: 0.0310725 | val_loss: 0.0312076 | Time: 1782.84 ms [2021-05-19 10:01:50 main:581] : INFO : Epoch 1997 | loss: 0.0310959 | val_loss: 0.0312087 | Time: 1586.13 ms [2021-05-19 10:01:51 main:581] : INFO : Epoch 1998 | loss: 0.0310697 | val_loss: 0.0312425 | Time: 1766.97 ms [2021-05-19 10:01:53 main:581] : INFO : Epoch 1999 | loss: 0.0310443 | val_loss: 0.0312416 | Time: 1698.28 ms [2021-05-19 10:01:55 main:581] : INFO : Epoch 2000 | loss: 0.0310353 | val_loss: 0.031275 | Time: 1773 ms [2021-05-19 10:01:56 main:581] : INFO : Epoch 2001 | loss: 0.0310204 | val_loss: 0.0312696 | Time: 1656.99 ms [2021-05-19 10:01:58 main:581] : INFO : Epoch 2002 | loss: 0.0310248 | val_loss: 0.0312863 | Time: 1787.58 ms [2021-05-19 10:02:00 main:581] : INFO : Epoch 2003 | loss: 0.0310166 | val_loss: 0.0312915 | Time: 1690.06 ms [2021-05-19 10:02:02 main:581] : INFO : Epoch 2004 | loss: 0.0310169 | val_loss: 0.0312766 | Time: 1686.79 ms [2021-05-19 10:02:03 main:581] : INFO : Epoch 2005 | loss: 0.0310099 | val_loss: 0.0312859 | Time: 1605.12 ms [2021-05-19 10:02:05 main:581] : INFO : Epoch 2006 | loss: 0.0310112 | val_loss: 0.0312845 | Time: 1639.66 ms [2021-05-19 10:02:06 main:581] : INFO : Epoch 2007 | loss: 0.0310076 | val_loss: 0.031307 | Time: 1647.48 ms [2021-05-19 10:02:08 main:581] : INFO : Epoch 2008 | loss: 0.0310182 | val_loss: 0.0312751 | Time: 1701.44 ms [2021-05-19 10:02:10 main:581] : INFO : Epoch 2009 | loss: 0.0310192 | val_loss: 0.0312483 | Time: 1651.67 ms [2021-05-19 10:02:11 main:581] : INFO : Epoch 2010 | loss: 0.0310106 | val_loss: 0.0312688 | Time: 1618.44 ms [2021-05-19 10:02:13 main:581] : INFO : Epoch 2011 | loss: 0.0310074 | val_loss: 0.0312529 | Time: 1639.68 ms [2021-05-19 10:02:15 main:581] : INFO : Epoch 2012 | loss: 0.0310106 | val_loss: 0.0312677 | Time: 1629.34 ms [2021-05-19 10:02:17 main:581] : INFO : Epoch 2013 | loss: 0.0310205 | val_loss: 0.0312308 | Time: 1905.09 ms [2021-05-19 10:02:18 main:581] : INFO : Epoch 2014 | loss: 0.0310494 | val_loss: 0.0312459 | Time: 1825.27 ms [2021-05-19 10:02:20 main:581] : INFO : Epoch 2015 | loss: 0.0310379 | val_loss: 0.0312575 | Time: 1731.05 ms [2021-05-19 10:02:22 main:581] : INFO : Epoch 2016 | loss: 0.0310215 | val_loss: 0.031259 | Time: 1787.89 ms [2021-05-19 10:02:24 main:581] : INFO : Epoch 2017 | loss: 0.031018 | val_loss: 0.0312699 | Time: 1773.95 ms [2021-05-19 10:02:25 main:581] : INFO : Epoch 2018 | loss: 0.0310164 | val_loss: 0.0312369 | Time: 1729.88 ms [2021-05-19 10:02:27 main:581] : INFO : Epoch 2019 | loss: 0.0310672 | val_loss: 0.0312377 | Time: 1600.82 ms [2021-05-19 10:02:29 main:581] : INFO : Epoch 2020 | loss: 0.0310501 | val_loss: 0.0312404 | Time: 1667.41 ms [2021-05-19 10:02:30 main:581] : INFO : Epoch 2021 | loss: 0.031026 | val_loss: 0.0312711 | Time: 1675.12 ms [2021-05-19 10:02:32 main:581] : INFO : Epoch 2022 | loss: 0.0310148 | val_loss: 0.0312758 | Time: 1653.97 ms [2021-05-19 10:02:34 main:581] : INFO : Epoch 2023 | loss: 0.0310076 | val_loss: 0.0313274 | Time: 1636.72 ms [2021-05-19 10:02:36 main:581] : INFO : Epoch 2024 | loss: 0.0310074 | val_loss: 0.0312822 | Time: 1806.48 ms [2021-05-19 10:02:37 main:581] : INFO : Epoch 2025 | loss: 0.0310109 | val_loss: 0.0312498 | Time: 1633.49 ms [2021-05-19 10:02:39 main:581] : INFO : Epoch 2026 | loss: 0.031034 | val_loss: 0.0312336 | Time: 1668.72 ms [2021-05-19 10:02:41 main:581] : INFO : Epoch 2027 | loss: 0.0310232 | val_loss: 0.0312492 | Time: 1668.5 ms [2021-05-19 10:02:42 main:581] : INFO : Epoch 2028 | loss: 0.0310104 | val_loss: 0.0312514 | Time: 1607.72 ms [2021-05-19 10:02:44 main:581] : INFO : Epoch 2029 | loss: 0.0310195 | val_loss: 0.0313192 | Time: 1822.2 ms [2021-05-19 10:02:46 main:581] : INFO : Epoch 2030 | loss: 0.0310127 | val_loss: 0.031284 | Time: 1787.44 ms [2021-05-19 10:02:47 main:581] : INFO : Epoch 2031 | loss: 0.0310063 | val_loss: 0.0312777 | Time: 1697.92 ms [2021-05-19 10:02:49 main:581] : INFO : Epoch 2032 | loss: 0.0310158 | val_loss: 0.0313161 | Time: 1622.6 ms [2021-05-19 10:02:51 main:581] : INFO : Epoch 2033 | loss: 0.0310061 | val_loss: 0.0312707 | Time: 1648.63 ms [2021-05-19 10:02:52 main:581] : INFO : Epoch 2034 | loss: 0.0309981 | val_loss: 0.0312688 | Time: 1666.02 ms [2021-05-19 10:02:54 main:581] : INFO : Epoch 2035 | loss: 0.0310041 | val_loss: 0.0312446 | Time: 1620.95 ms [2021-05-19 10:02:56 main:581] : INFO : Epoch 2036 | loss: 0.0310139 | val_loss: 0.0312569 | Time: 1651.71 ms [2021-05-19 10:02:57 main:581] : INFO : Epoch 2037 | loss: 0.0310135 | val_loss: 0.0312622 | Time: 1797.32 ms [2021-05-19 10:02:59 main:581] : INFO : Epoch 2038 | loss: 0.0310132 | val_loss: 0.0312646 | Time: 1681.69 ms [2021-05-19 10:03:01 main:581] : INFO : Epoch 2039 | loss: 0.0310125 | val_loss: 0.03128 | Time: 1660.71 ms [2021-05-19 10:03:02 main:581] : INFO : Epoch 2040 | loss: 0.0310135 | val_loss: 0.0312874 | Time: 1706.81 ms [2021-05-19 10:03:04 main:581] : INFO : Epoch 2041 | loss: 0.0310142 | val_loss: 0.0312472 | Time: 1633.13 ms [2021-05-19 10:03:06 main:581] : INFO : Epoch 2042 | loss: 0.0310029 | val_loss: 0.0312608 | Time: 1645.62 ms [2021-05-19 10:03:07 main:581] : INFO : Epoch 2043 | loss: 0.0309987 | val_loss: 0.031282 | Time: 1693.66 ms [2021-05-19 10:03:09 main:581] : INFO : Epoch 2044 | loss: 0.0309997 | val_loss: 0.0312942 | Time: 1619.73 ms [2021-05-19 10:03:11 main:581] : INFO : Epoch 2045 | loss: 0.0310061 | val_loss: 0.0313029 | Time: 1811.12 ms [2021-05-19 10:03:13 main:581] : INFO : Epoch 2046 | loss: 0.0310165 | val_loss: 0.0312674 | Time: 1646.75 ms [2021-05-19 10:03:14 main:581] : INFO : Epoch 2047 | loss: 0.0310173 | val_loss: 0.0312339 | Time: 1687.55 ms [2021-05-19 10:03:16 main:581] : INFO : Epoch 2048 | loss: 0.031019 | val_loss: 0.0312486 | Time: 1655.52 ms [2021-05-19 10:03:16 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312486 [2021-05-19 10:03:16 main:610] : INFO : Saving end state to config to file [2021-05-19 10:03:16 main:615] : INFO : Success, exiting.. 10:03:16 (32572): 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)