Task 5144339
| Name | ParityMachine-1619235321-5444-1_0 |
| Workunit | 3090247 |
| Created | 4 May 2021, 6:45:02 UTC |
| Sent | 13 May 2021, 14:46:02 UTC |
| Report deadline | 20 May 2021, 14:46:02 UTC |
| Received | 13 May 2021, 15:48:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 1 hours 0 min 1 sec |
| CPU time | 59 min 25 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310594 | val_loss: 0.0311956 | Time: 1747.9 ms [2021-05-13 11:33:55 main:574] : INFO : Epoch 1543 | loss: 0.0310508 | val_loss: 0.0311866 | Time: 1754.94 ms [2021-05-13 11:33:57 main:574] : INFO : Epoch 1544 | loss: 0.0310553 | val_loss: 0.0311917 | Time: 1754.86 ms [2021-05-13 11:33:59 main:574] : INFO : Epoch 1545 | loss: 0.0310579 | val_loss: 0.0312028 | Time: 1744.53 ms [2021-05-13 11:34:01 main:574] : INFO : Epoch 1546 | loss: 0.0310645 | val_loss: 0.0311837 | Time: 1736.01 ms [2021-05-13 11:34:02 main:574] : INFO : Epoch 1547 | loss: 0.0310614 | val_loss: 0.0311967 | Time: 1742.22 ms [2021-05-13 11:34:04 main:574] : INFO : Epoch 1548 | loss: 0.0310672 | val_loss: 0.0311753 | Time: 1750.96 ms [2021-05-13 11:34:06 main:574] : INFO : Epoch 1549 | loss: 0.0310654 | val_loss: 0.0311804 | Time: 1753.14 ms [2021-05-13 11:34:08 main:574] : INFO : Epoch 1550 | loss: 0.031062 | val_loss: 0.0311813 | Time: 1759.93 ms [2021-05-13 11:34:09 main:574] : INFO : Epoch 1551 | loss: 0.0310637 | val_loss: 0.0311948 | Time: 1746.81 ms [2021-05-13 11:34:11 main:574] : INFO : Epoch 1552 | loss: 0.0310579 | val_loss: 0.0311798 | Time: 1745.82 ms [2021-05-13 11:34:13 main:574] : INFO : Epoch 1553 | loss: 0.0310516 | val_loss: 0.0311888 | Time: 1745.07 ms [2021-05-13 11:34:15 main:574] : INFO : Epoch 1554 | loss: 0.0310568 | val_loss: 0.0311777 | Time: 1764.58 ms [2021-05-13 11:34:16 main:574] : INFO : Epoch 1555 | loss: 0.0310557 | val_loss: 0.031187 | Time: 1749.64 ms [2021-05-13 11:34:18 main:574] : INFO : Epoch 1556 | loss: 0.0310529 | val_loss: 0.031176 | Time: 1757.22 ms [2021-05-13 11:34:20 main:574] : INFO : Epoch 1557 | loss: 0.0310598 | val_loss: 0.0312029 | Time: 1756.3 ms [2021-05-13 11:34:22 main:574] : INFO : Epoch 1558 | loss: 0.031061 | val_loss: 0.0311878 | Time: 1744.52 ms [2021-05-13 11:34:23 main:574] : INFO : Epoch 1559 | loss: 0.031053 | val_loss: 0.0311861 | Time: 1745.09 ms [2021-05-13 11:34:25 main:574] : INFO : Epoch 1560 | loss: 0.0310506 | val_loss: 0.0311822 | Time: 1740.62 ms [2021-05-13 11:34:27 main:574] : INFO : Epoch 1561 | loss: 0.0310542 | val_loss: 0.0311689 | Time: 1751.97 ms [2021-05-13 11:34:29 main:574] : INFO : Epoch 1562 | loss: 0.0310564 | val_loss: 0.0312108 | Time: 1750.3 ms [2021-05-13 11:34:30 main:574] : INFO : Epoch 1563 | loss: 0.0310507 | val_loss: 0.0311879 | Time: 1756.69 ms [2021-05-13 11:34:32 main:574] : INFO : Epoch 1564 | loss: 0.031052 | val_loss: 0.0311834 | Time: 1747.19 ms [2021-05-13 11:34:34 main:574] : INFO : Epoch 1565 | loss: 0.0310571 | val_loss: 0.0311943 | Time: 1751.24 ms [2021-05-13 11:34:36 main:574] : INFO : Epoch 1566 | loss: 0.0310557 | val_loss: 0.0311998 | Time: 1758.89 ms [2021-05-13 11:34:37 main:574] : INFO : Epoch 1567 | loss: 0.0310528 | val_loss: 0.03119 | Time: 1749.57 ms [2021-05-13 11:34:39 main:574] : INFO : Epoch 1568 | loss: 0.0310547 | val_loss: 0.0311758 | Time: 1765.68 ms [2021-05-13 11:34:41 main:574] : INFO : Epoch 1569 | loss: 0.0310559 | val_loss: 0.0311902 | Time: 1745.97 ms [2021-05-13 11:34:43 main:574] : INFO : Epoch 1570 | loss: 0.0310774 | val_loss: 0.0311888 | Time: 1754.41 ms [2021-05-13 11:34:44 main:574] : INFO : Epoch 1571 | loss: 0.0310676 | val_loss: 0.0311815 | Time: 1741.08 ms [2021-05-13 11:34:46 main:574] : INFO : Epoch 1572 | loss: 0.0310603 | val_loss: 0.0311689 | Time: 1745.65 ms [2021-05-13 11:34:48 main:574] : INFO : Epoch 1573 | loss: 0.0310578 | val_loss: 0.0311898 | Time: 1748.01 ms [2021-05-13 11:34:50 main:574] : INFO : Epoch 1574 | loss: 0.0310511 | val_loss: 0.0311816 | Time: 1747.31 ms [2021-05-13 11:34:51 main:574] : INFO : Epoch 1575 | loss: 0.0310544 | val_loss: 0.0311943 | Time: 1748.59 ms [2021-05-13 11:34:53 main:574] : INFO : Epoch 1576 | loss: 0.0310536 | val_loss: 0.0311857 | Time: 1749.98 ms [2021-05-13 11:34:55 main:574] : INFO : Epoch 1577 | loss: 0.0310544 | val_loss: 0.0311783 | Time: 1753.3 ms [2021-05-13 11:34:57 main:574] : INFO : Epoch 1578 | loss: 0.0310529 | val_loss: 0.0312129 | Time: 1741.02 ms [2021-05-13 11:34:58 main:574] : INFO : Epoch 1579 | loss: 0.031061 | val_loss: 0.0311746 | Time: 1750.46 ms [2021-05-13 11:35:00 main:574] : INFO : Epoch 1580 | loss: 0.0310545 | val_loss: 0.0311943 | Time: 1753.26 ms [2021-05-13 11:35:02 main:574] : INFO : Epoch 1581 | loss: 0.031051 | val_loss: 0.0311972 | Time: 1751.55 ms [2021-05-13 11:35:04 main:574] : INFO : Epoch 1582 | loss: 0.0310502 | val_loss: 0.0311978 | Time: 1747.23 ms [2021-05-13 11:35:05 main:574] : INFO : Epoch 1583 | loss: 0.031053 | val_loss: 0.031187 | Time: 1750.58 ms [2021-05-13 11:35:07 main:574] : INFO : Epoch 1584 | loss: 0.0310466 | val_loss: 0.0311837 | Time: 1740.25 ms [2021-05-13 11:35:09 main:574] : INFO : Epoch 1585 | loss: 0.0310535 | val_loss: 0.0311775 | Time: 1755.35 ms [2021-05-13 11:35:11 main:574] : INFO : Epoch 1586 | loss: 0.0310506 | val_loss: 0.0311877 | Time: 1745.31 ms [2021-05-13 11:35:12 main:574] : INFO : Epoch 1587 | loss: 0.0310549 | val_loss: 0.0311982 | Time: 1743.79 ms [2021-05-13 11:35:14 main:574] : INFO : Epoch 1588 | loss: 0.0310545 | val_loss: 0.0311928 | Time: 1751.37 ms [2021-05-13 11:35:16 main:574] : INFO : Epoch 1589 | loss: 0.0310574 | val_loss: 0.0312035 | Time: 1754.2 ms [2021-05-13 11:35:18 main:574] : INFO : Epoch 1590 | loss: 0.0310587 | val_loss: 0.0312007 | Time: 1737.81 ms [2021-05-13 11:35:19 main:574] : INFO : Epoch 1591 | loss: 0.0310523 | val_loss: 0.0311976 | Time: 1744.12 ms [2021-05-13 11:35:21 main:574] : INFO : Epoch 1592 | loss: 0.0310521 | val_loss: 0.0311798 | Time: 1741.81 ms [2021-05-13 11:35:23 main:574] : INFO : Epoch 1593 | loss: 0.0310528 | val_loss: 0.0311844 | Time: 1742.22 ms [2021-05-13 11:35:25 main:574] : INFO : Epoch 1594 | loss: 0.03105 | val_loss: 0.0311866 | Time: 1740.22 ms [2021-05-13 11:35:26 main:574] : INFO : Epoch 1595 | loss: 0.0310552 | val_loss: 0.0311898 | Time: 1746.54 ms [2021-05-13 11:35:28 main:574] : INFO : Epoch 1596 | loss: 0.0310513 | val_loss: 0.0311728 | Time: 1739.89 ms [2021-05-13 11:35:30 main:574] : INFO : Epoch 1597 | loss: 0.0310515 | val_loss: 0.0311825 | Time: 1764.67 ms [2021-05-13 11:35:32 main:574] : INFO : Epoch 1598 | loss: 0.0310529 | val_loss: 0.031196 | Time: 1751.25 ms [2021-05-13 11:35:33 main:574] : INFO : Epoch 1599 | loss: 0.0310453 | val_loss: 0.0311839 | Time: 1752.51 ms [2021-05-13 11:35:35 main:574] : INFO : Epoch 1600 | loss: 0.0310453 | val_loss: 0.0311875 | Time: 1756.17 ms [2021-05-13 11:35:37 main:574] : INFO : Epoch 1601 | loss: 0.0310547 | val_loss: 0.0311943 | Time: 1746.14 ms [2021-05-13 11:35:39 main:574] : INFO : Epoch 1602 | loss: 0.0310607 | val_loss: 0.0311829 | Time: 1769.05 ms [2021-05-13 11:35:41 main:574] : INFO : Epoch 1603 | loss: 0.0310577 | val_loss: 0.0311773 | Time: 1751.26 ms [2021-05-13 11:35:42 main:574] : INFO : Epoch 1604 | loss: 0.031054 | val_loss: 0.03119 | Time: 1742.27 ms [2021-05-13 11:35:44 main:574] : INFO : Epoch 1605 | loss: 0.0310506 | val_loss: 0.0311932 | Time: 1753.44 ms [2021-05-13 11:35:46 main:574] : INFO : Epoch 1606 | loss: 0.0310493 | val_loss: 0.031173 | Time: 1753.34 ms [2021-05-13 11:35:48 main:574] : INFO : Epoch 1607 | loss: 0.0310535 | val_loss: 0.0312008 | Time: 1740.19 ms [2021-05-13 11:35:49 main:574] : INFO : Epoch 1608 | loss: 0.0310521 | val_loss: 0.0311933 | Time: 1734.16 ms [2021-05-13 11:35:51 main:574] : INFO : Epoch 1609 | loss: 0.0310583 | val_loss: 0.0311967 | Time: 1760.39 ms [2021-05-13 11:35:53 main:574] : INFO : Epoch 1610 | loss: 0.0310522 | val_loss: 0.0311839 | Time: 1743.95 ms [2021-05-13 11:35:55 main:574] : INFO : Epoch 1611 | loss: 0.0310454 | val_loss: 0.0311878 | Time: 1756.5 ms [2021-05-13 11:35:56 main:574] : INFO : Epoch 1612 | loss: 0.0310506 | val_loss: 0.0311897 | Time: 1751.2 ms [2021-05-13 11:35:58 main:574] : INFO : Epoch 1613 | loss: 0.0310572 | val_loss: 0.0311834 | Time: 1741.17 ms [2021-05-13 11:36:00 main:574] : INFO : Epoch 1614 | loss: 0.0310551 | val_loss: 0.031186 | Time: 1758.39 ms [2021-05-13 11:36:02 main:574] : INFO : Epoch 1615 | loss: 0.0310469 | val_loss: 0.0312074 | Time: 1750.76 ms [2021-05-13 11:36:03 main:574] : INFO : Epoch 1616 | loss: 0.0310551 | val_loss: 0.0311841 | Time: 1745.01 ms [2021-05-13 11:36:05 main:574] : INFO : Epoch 1617 | loss: 0.0310571 | val_loss: 0.0311939 | Time: 1753.86 ms [2021-05-13 11:36:07 main:574] : INFO : Epoch 1618 | loss: 0.0310595 | val_loss: 0.0311948 | Time: 1763.08 ms [2021-05-13 11:36:09 main:574] : INFO : Epoch 1619 | loss: 0.0310525 | val_loss: 0.0311848 | Time: 1739.61 ms [2021-05-13 11:36:10 main:574] : INFO : Epoch 1620 | loss: 0.0310526 | val_loss: 0.0311966 | Time: 1741.98 ms [2021-05-13 11:36:12 main:574] : INFO : Epoch 1621 | loss: 0.0310551 | val_loss: 0.0311847 | Time: 1744.8 ms [2021-05-13 11:36:14 main:574] : INFO : Epoch 1622 | loss: 0.0310509 | val_loss: 0.0312212 | Time: 1753.56 ms [2021-05-13 11:36:16 main:574] : INFO : Epoch 1623 | loss: 0.0310531 | val_loss: 0.0311816 | Time: 1736.44 ms [2021-05-13 11:36:17 main:574] : INFO : Epoch 1624 | loss: 0.0310508 | val_loss: 0.031191 | Time: 1742.56 ms [2021-05-13 11:36:19 main:574] : INFO : Epoch 1625 | loss: 0.0310553 | val_loss: 0.0311807 | Time: 1750.36 ms [2021-05-13 11:36:21 main:574] : INFO : Epoch 1626 | loss: 0.0310591 | val_loss: 0.0311886 | Time: 1748.27 ms [2021-05-13 11:36:23 main:574] : INFO : Epoch 1627 | loss: 0.0310525 | val_loss: 0.0311882 | Time: 1757.19 ms [2021-05-13 11:36:24 main:574] : INFO : Epoch 1628 | loss: 0.0310498 | val_loss: 0.0311807 | Time: 1747.92 ms [2021-05-13 11:36:26 main:574] : INFO : Epoch 1629 | loss: 0.0310505 | val_loss: 0.0311896 | Time: 1757 ms [2021-05-13 11:36:28 main:574] : INFO : Epoch 1630 | loss: 0.0310528 | val_loss: 0.0311888 | Time: 1754.27 ms [2021-05-13 11:36:30 main:574] : INFO : Epoch 1631 | loss: 0.031045 | val_loss: 0.0311969 | Time: 1761.44 ms [2021-05-13 11:36:31 main:574] : INFO : Epoch 1632 | loss: 0.031046 | val_loss: 0.0311893 | Time: 1756.03 ms [2021-05-13 11:36:33 main:574] : INFO : Epoch 1633 | loss: 0.0310467 | val_loss: 0.0311889 | Time: 1755.52 ms [2021-05-13 11:36:35 main:574] : INFO : Epoch 1634 | loss: 0.0310578 | val_loss: 0.0311947 | Time: 1759.83 ms [2021-05-13 11:36:37 main:574] : INFO : Epoch 1635 | loss: 0.0310538 | val_loss: 0.0311938 | Time: 1742.55 ms [2021-05-13 11:36:38 main:574] : INFO : Epoch 1636 | loss: 0.0310488 | val_loss: 0.0311883 | Time: 1753.36 ms [2021-05-13 11:36:40 main:574] : INFO : Epoch 1637 | loss: 0.0310467 | val_loss: 0.0311891 | Time: 1747.95 ms [2021-05-13 11:36:42 main:574] : INFO : Epoch 1638 | loss: 0.0310436 | val_loss: 0.0312026 | Time: 1749 ms [2021-05-13 11:36:44 main:574] : INFO : Epoch 1639 | loss: 0.0310452 | val_loss: 0.0311889 | Time: 1752.78 ms [2021-05-13 11:36:45 main:574] : INFO : Epoch 1640 | loss: 0.0310469 | val_loss: 0.0311887 | Time: 1738.91 ms [2021-05-13 11:36:47 main:574] : INFO : Epoch 1641 | loss: 0.0310517 | val_loss: 0.0311784 | Time: 1759.34 ms [2021-05-13 11:36:49 main:574] : INFO : Epoch 1642 | loss: 0.0310507 | val_loss: 0.0311982 | Time: 1746.08 ms [2021-05-13 11:36:51 main:574] : INFO : Epoch 1643 | loss: 0.0310459 | val_loss: 0.0311833 | Time: 1747.14 ms [2021-05-13 11:36:52 main:574] : INFO : Epoch 1644 | loss: 0.0310401 | val_loss: 0.0311913 | Time: 1753.83 ms [2021-05-13 11:36:54 main:574] : INFO : Epoch 1645 | loss: 0.0310573 | val_loss: 0.0311764 | Time: 1753.04 ms [2021-05-13 11:36:56 main:574] : INFO : Epoch 1646 | loss: 0.0310542 | val_loss: 0.0311974 | Time: 1747.01 ms [2021-05-13 11:36:58 main:574] : INFO : Epoch 1647 | loss: 0.0310574 | val_loss: 0.0312008 | Time: 1742.94 ms [2021-05-13 11:36:59 main:574] : INFO : Epoch 1648 | loss: 0.0310489 | val_loss: 0.0311892 | Time: 1759.75 ms [2021-05-13 11:37:01 main:574] : INFO : Epoch 1649 | loss: 0.0310386 | val_loss: 0.0311926 | Time: 1745.67 ms [2021-05-13 11:37:03 main:574] : INFO : Epoch 1650 | loss: 0.031038 | val_loss: 0.0311885 | Time: 1730.07 ms [2021-05-13 11:37:05 main:574] : INFO : Epoch 1651 | loss: 0.0310383 | val_loss: 0.0311833 | Time: 1750.1 ms [2021-05-13 11:37:06 main:574] : INFO : Epoch 1652 | loss: 0.0310472 | val_loss: 0.0311922 | Time: 1744.71 ms [2021-05-13 11:37:08 main:574] : INFO : Epoch 1653 | loss: 0.0310415 | val_loss: 0.0311929 | Time: 1735.4 ms [2021-05-13 11:37:10 main:574] : INFO : Epoch 1654 | loss: 0.0310406 | val_loss: 0.0311806 | Time: 1748.43 ms [2021-05-13 11:37:12 main:574] : INFO : Epoch 1655 | loss: 0.0310446 | val_loss: 0.0311866 | Time: 1749.49 ms [2021-05-13 11:37:13 main:574] : INFO : Epoch 1656 | loss: 0.0310461 | val_loss: 0.0311821 | Time: 1739.83 ms [2021-05-13 11:37:15 main:574] : INFO : Epoch 1657 | loss: 0.0310525 | val_loss: 0.0311863 | Time: 1748.46 ms [2021-05-13 11:37:17 main:574] : INFO : Epoch 1658 | loss: 0.0310501 | val_loss: 0.0311849 | Time: 1739.87 ms [2021-05-13 11:37:19 main:574] : INFO : Epoch 1659 | loss: 0.0310519 | val_loss: 0.0312003 | Time: 1752.92 ms [2021-05-13 11:37:20 main:574] : INFO : Epoch 1660 | loss: 0.0310517 | val_loss: 0.0312004 | Time: 1741.08 ms [2021-05-13 11:37:22 main:574] : INFO : Epoch 1661 | loss: 0.0310526 | val_loss: 0.0311965 | Time: 1749.09 ms [2021-05-13 11:37:24 main:574] : INFO : Epoch 1662 | loss: 0.0310497 | val_loss: 0.0311868 | Time: 1753.12 ms [2021-05-13 11:37:26 main:574] : INFO : Epoch 1663 | loss: 0.0310484 | val_loss: 0.0311821 | Time: 1738.4 ms [2021-05-13 11:37:27 main:574] : INFO : Epoch 1664 | loss: 0.0310501 | val_loss: 0.0311968 | Time: 1737.73 ms [2021-05-13 11:37:29 main:574] : INFO : Epoch 1665 | loss: 0.0310441 | val_loss: 0.0311855 | Time: 1757.05 ms [2021-05-13 11:37:31 main:574] : INFO : Epoch 1666 | loss: 0.0310419 | val_loss: 0.0312072 | Time: 1745.11 ms [2021-05-13 11:37:33 main:574] : INFO : Epoch 1667 | loss: 0.0310441 | val_loss: 0.0311862 | Time: 1747.56 ms [2021-05-13 11:37:34 main:574] : INFO : Epoch 1668 | loss: 0.0310425 | val_loss: 0.0311822 | Time: 1740.77 ms [2021-05-13 11:37:36 main:574] : INFO : Epoch 1669 | loss: 0.0310506 | val_loss: 0.0311841 | Time: 1755.28 ms [2021-05-13 11:37:38 main:574] : INFO : Epoch 1670 | loss: 0.0310421 | val_loss: 0.0311928 | Time: 1736.58 ms [2021-05-13 11:37:40 main:574] : INFO : Epoch 1671 | loss: 0.0310408 | val_loss: 0.0311919 | Time: 1745.51 ms [2021-05-13 11:37:41 main:574] : INFO : Epoch 1672 | loss: 0.0310453 | val_loss: 0.0311917 | Time: 1753.07 ms [2021-05-13 11:37:43 main:574] : INFO : Epoch 1673 | loss: 0.0310398 | val_loss: 0.031215 | Time: 1745.12 ms [2021-05-13 11:37:45 main:574] : INFO : Epoch 1674 | loss: 0.0310401 | val_loss: 0.0311822 | Time: 1754.73 ms [2021-05-13 11:37:47 main:574] : INFO : Epoch 1675 | loss: 0.031036 | val_loss: 0.0312121 | Time: 1743.22 ms [2021-05-13 11:37:48 main:574] : INFO : Epoch 1676 | loss: 0.0310431 | val_loss: 0.0311941 | Time: 1732.95 ms [2021-05-13 11:37:50 main:574] : INFO : Epoch 1677 | loss: 0.0310424 | val_loss: 0.0312038 | Time: 1750.46 ms [2021-05-13 11:37:52 main:574] : INFO : Epoch 1678 | loss: 0.0310396 | val_loss: 0.0311808 | Time: 1766.84 ms [2021-05-13 11:37:54 main:574] : INFO : Epoch 1679 | loss: 0.0310441 | val_loss: 0.0311881 | Time: 1751.97 ms [2021-05-13 11:37:56 main:574] : INFO : Epoch 1680 | loss: 0.0310516 | val_loss: 0.0311854 | Time: 1744.14 ms [2021-05-13 11:37:57 main:574] : INFO : Epoch 1681 | loss: 0.0310499 | val_loss: 0.0311691 | Time: 1754.34 ms [2021-05-13 11:37:59 main:574] : INFO : Epoch 1682 | loss: 0.0310414 | val_loss: 0.0312125 | Time: 1762.76 ms [2021-05-13 11:38:01 main:574] : INFO : Epoch 1683 | loss: 0.0310454 | val_loss: 0.031186 | Time: 1741.9 ms [2021-05-13 11:38:03 main:574] : INFO : Epoch 1684 | loss: 0.0310432 | val_loss: 0.0311792 | Time: 1750.63 ms [2021-05-13 11:38:04 main:574] : INFO : Epoch 1685 | loss: 0.0310561 | val_loss: 0.0311924 | Time: 1745.04 ms [2021-05-13 11:38:06 main:574] : INFO : Epoch 1686 | loss: 0.0310564 | val_loss: 0.0311843 | Time: 1748.89 ms [2021-05-13 11:38:08 main:574] : INFO : Epoch 1687 | loss: 0.031056 | val_loss: 0.0311867 | Time: 1744.44 ms [2021-05-13 11:38:10 main:574] : INFO : Epoch 1688 | loss: 0.0310545 | val_loss: 0.031184 | Time: 1739.98 ms [2021-05-13 11:38:11 main:574] : INFO : Epoch 1689 | loss: 0.031052 | val_loss: 0.0311817 | Time: 1755.07 ms [2021-05-13 11:38:13 main:574] : INFO : Epoch 1690 | loss: 0.0310478 | val_loss: 0.0311802 | Time: 1747.52 ms [2021-05-13 11:38:15 main:574] : INFO : Epoch 1691 | loss: 0.0310498 | val_loss: 0.0311905 | Time: 1754.29 ms [2021-05-13 11:38:17 main:574] : INFO : Epoch 1692 | loss: 0.0310477 | val_loss: 0.0311919 | Time: 1747.46 ms [2021-05-13 11:38:18 main:574] : INFO : Epoch 1693 | loss: 0.0310434 | val_loss: 0.0311946 | Time: 1759.65 ms [2021-05-13 11:38:20 main:574] : INFO : Epoch 1694 | loss: 0.0310426 | val_loss: 0.0311766 | Time: 1754.15 ms [2021-05-13 11:38:22 main:574] : INFO : Epoch 1695 | loss: 0.0310466 | val_loss: 0.0311746 | Time: 1744.35 ms [2021-05-13 11:38:24 main:574] : INFO : Epoch 1696 | loss: 0.0310467 | val_loss: 0.0311792 | Time: 1740.34 ms [2021-05-13 11:38:25 main:574] : INFO : Epoch 1697 | loss: 0.0310526 | val_loss: 0.0311813 | Time: 1747.67 ms [2021-05-13 11:38:27 main:574] : INFO : Epoch 1698 | loss: 0.0310497 | val_loss: 0.0311941 | Time: 1745.75 ms [2021-05-13 11:38:29 main:574] : INFO : Epoch 1699 | loss: 0.0310448 | val_loss: 0.0312003 | Time: 1752.14 ms [2021-05-13 11:38:31 main:574] : INFO : Epoch 1700 | loss: 0.0310467 | val_loss: 0.031177 | Time: 1753.09 ms [2021-05-13 11:38:32 main:574] : INFO : Epoch 1701 | loss: 0.0310404 | val_loss: 0.0311894 | Time: 1750.66 ms [2021-05-13 11:38:34 main:574] : INFO : Epoch 1702 | loss: 0.0310391 | val_loss: 0.0311913 | Time: 1741.69 ms [2021-05-13 11:38:36 main:574] : INFO : Epoch 1703 | loss: 0.031045 | val_loss: 0.0312013 | Time: 1751.97 ms [2021-05-13 11:38:38 main:574] : INFO : Epoch 1704 | loss: 0.0310539 | val_loss: 0.0311951 | Time: 1755.68 ms [2021-05-13 11:38:39 main:574] : INFO : Epoch 1705 | loss: 0.0310485 | val_loss: 0.0312025 | Time: 1761.24 ms [2021-05-13 11:38:41 main:574] : INFO : Epoch 1706 | loss: 0.031039 | val_loss: 0.0311905 | Time: 1755.16 ms [2021-05-13 11:38:43 main:574] : INFO : Epoch 1707 | loss: 0.0310695 | val_loss: 0.0311549 | Time: 1750.05 ms [2021-05-13 11:38:45 main:574] : INFO : Epoch 1708 | loss: 0.0311072 | val_loss: 0.0311477 | Time: 1749.85 ms [2021-05-13 11:38:46 main:574] : INFO : Epoch 1709 | loss: 0.0310972 | val_loss: 0.0311443 | Time: 1757.05 ms [2021-05-13 11:38:48 main:574] : INFO : Epoch 1710 | loss: 0.0310777 | val_loss: 0.0311729 | Time: 1750.58 ms [2021-05-13 11:38:50 main:574] : INFO : Epoch 1711 | loss: 0.0310641 | val_loss: 0.0311816 | Time: 1745.99 ms [2021-05-13 11:38:52 main:574] : INFO : Epoch 1712 | loss: 0.0310529 | val_loss: 0.0311804 | Time: 1752.58 ms [2021-05-13 11:38:53 main:574] : INFO : Epoch 1713 | loss: 0.0310458 | val_loss: 0.0311839 | Time: 1741.33 ms [2021-05-13 11:38:55 main:574] : INFO : Epoch 1714 | loss: 0.0310439 | val_loss: 0.0311812 | Time: 1749.78 ms [2021-05-13 11:38:57 main:574] : INFO : Epoch 1715 | loss: 0.0310448 | val_loss: 0.031179 | Time: 1755.44 ms [2021-05-13 11:38:59 main:574] : INFO : Epoch 1716 | loss: 0.031039 | val_loss: 0.0312034 | Time: 1747.92 ms [2021-05-13 11:39:00 main:574] : INFO : Epoch 1717 | loss: 0.0310359 | val_loss: 0.0311948 | Time: 1750.86 ms [2021-05-13 11:39:02 main:574] : INFO : Epoch 1718 | loss: 0.0310412 | val_loss: 0.0311984 | Time: 1750.42 ms [2021-05-13 11:39:04 main:574] : INFO : Epoch 1719 | loss: 0.0310437 | val_loss: 0.0311776 | Time: 1757.53 ms [2021-05-13 11:39:06 main:574] : INFO : Epoch 1720 | loss: 0.031043 | val_loss: 0.0311882 | Time: 1748.98 ms [2021-05-13 11:39:07 main:574] : INFO : Epoch 1721 | loss: 0.0310362 | val_loss: 0.0311988 | Time: 1751.94 ms [2021-05-13 11:39:09 main:574] : INFO : Epoch 1722 | loss: 0.0310376 | val_loss: 0.0312012 | Time: 1750.4 ms [2021-05-13 11:39:11 main:574] : INFO : Epoch 1723 | loss: 0.0310448 | val_loss: 0.031194 | Time: 1764.09 ms [2021-05-13 11:39:13 main:574] : INFO : Epoch 1724 | loss: 0.0310475 | val_loss: 0.0311818 | Time: 1746.97 ms [2021-05-13 11:39:15 main:574] : INFO : Epoch 1725 | loss: 0.0310419 | val_loss: 0.0311923 | Time: 1753.64 ms [2021-05-13 11:39:16 main:574] : INFO : Epoch 1726 | loss: 0.0310434 | val_loss: 0.0311932 | Time: 1750.12 ms [2021-05-13 11:39:18 main:574] : INFO : Epoch 1727 | loss: 0.0310394 | val_loss: 0.0311964 | Time: 1746.65 ms [2021-05-13 11:39:20 main:574] : INFO : Epoch 1728 | loss: 0.0310434 | val_loss: 0.0312056 | Time: 1756.57 ms [2021-05-13 11:39:22 main:574] : INFO : Epoch 1729 | loss: 0.0310377 | val_loss: 0.0311799 | Time: 1750.35 ms [2021-05-13 11:39:23 main:574] : INFO : Epoch 1730 | loss: 0.0310437 | val_loss: 0.0311935 | Time: 1755.84 ms [2021-05-13 11:39:25 main:574] : INFO : Epoch 1731 | loss: 0.0310482 | val_loss: 0.0312003 | Time: 1750.01 ms [2021-05-13 11:39:27 main:574] : INFO : Epoch 1732 | loss: 0.031036 | val_loss: 0.0312104 | Time: 1751.6 ms [2021-05-13 11:39:29 main:574] : INFO : Epoch 1733 | loss: 0.0310335 | val_loss: 0.0311896 | Time: 1747.08 ms [2021-05-13 11:39:30 main:574] : INFO : Epoch 1734 | loss: 0.0310385 | val_loss: 0.0311879 | Time: 1751.8 ms [2021-05-13 11:39:32 main:574] : INFO : Epoch 1735 | loss: 0.0310389 | val_loss: 0.0312036 | Time: 1744.18 ms [2021-05-13 11:39:34 main:574] : INFO : Epoch 1736 | loss: 0.0310327 | val_loss: 0.0311979 | Time: 1743.36 ms [2021-05-13 11:39:36 main:574] : INFO : Epoch 1737 | loss: 0.0310367 | val_loss: 0.0312118 | Time: 1746.94 ms [2021-05-13 11:39:37 main:574] : INFO : Epoch 1738 | loss: 0.0310479 | val_loss: 0.0312012 | Time: 1755.5 ms [2021-05-13 11:39:39 main:574] : INFO : Epoch 1739 | loss: 0.0310483 | val_loss: 0.0312075 | Time: 1750.82 ms [2021-05-13 11:39:41 main:574] : INFO : Epoch 1740 | loss: 0.031044 | val_loss: 0.0311907 | Time: 1738.95 ms [2021-05-13 11:39:43 main:574] : INFO : Epoch 1741 | loss: 0.0310528 | val_loss: 0.0311886 | Time: 1753.55 ms [2021-05-13 11:39:44 main:574] : INFO : Epoch 1742 | loss: 0.0310581 | val_loss: 0.0312026 | Time: 1757.19 ms [2021-05-13 11:39:46 main:574] : INFO : Epoch 1743 | loss: 0.0310435 | val_loss: 0.0311784 | Time: 1745.78 ms [2021-05-13 11:39:48 main:574] : INFO : Epoch 1744 | loss: 0.0310421 | val_loss: 0.031208 | Time: 1744.74 ms [2021-05-13 11:39:50 main:574] : INFO : Epoch 1745 | loss: 0.0310425 | val_loss: 0.0312191 | Time: 1757.35 ms [2021-05-13 11:39:51 main:574] : INFO : Epoch 1746 | loss: 0.0310422 | val_loss: 0.0312107 | Time: 1760.91 ms [2021-05-13 11:39:53 main:574] : INFO : Epoch 1747 | loss: 0.0310433 | val_loss: 0.0311878 | Time: 1741.51 ms [2021-05-13 11:39:55 main:574] : INFO : Epoch 1748 | loss: 0.0310397 | val_loss: 0.0311804 | Time: 1742.07 ms [2021-05-13 11:39:57 main:574] : INFO : Epoch 1749 | loss: 0.0310458 | val_loss: 0.0311981 | Time: 1756.21 ms [2021-05-13 11:39:58 main:574] : INFO : Epoch 1750 | loss: 0.0310448 | val_loss: 0.0311842 | Time: 1749.47 ms [2021-05-13 11:40:00 main:574] : INFO : Epoch 1751 | loss: 0.0310547 | val_loss: 0.0311945 | Time: 1739.84 ms [2021-05-13 11:40:02 main:574] : INFO : Epoch 1752 | loss: 0.0310415 | val_loss: 0.0312156 | Time: 1751.32 ms [2021-05-13 11:40:04 main:574] : INFO : Epoch 1753 | loss: 0.0310414 | val_loss: 0.0312038 | Time: 1755.54 ms [2021-05-13 11:40:05 main:574] : INFO : Epoch 1754 | loss: 0.0310367 | val_loss: 0.0312033 | Time: 1740.37 ms [2021-05-13 11:40:07 main:574] : INFO : Epoch 1755 | loss: 0.0310433 | val_loss: 0.0311941 | Time: 1742.7 ms [2021-05-13 11:40:09 main:574] : INFO : Epoch 1756 | loss: 0.0310457 | val_loss: 0.0311966 | Time: 1744.68 ms [2021-05-13 11:40:11 main:574] : INFO : Epoch 1757 | loss: 0.0310392 | val_loss: 0.0311905 | Time: 1759.73 ms [2021-05-13 11:40:12 main:574] : INFO : Epoch 1758 | loss: 0.0310406 | val_loss: 0.0311885 | Time: 1747.36 ms [2021-05-13 11:40:14 main:574] : INFO : Epoch 1759 | loss: 0.0310437 | val_loss: 0.0311899 | Time: 1750.55 ms [2021-05-13 11:40:16 main:574] : INFO : Epoch 1760 | loss: 0.0310401 | val_loss: 0.0311863 | Time: 1741.18 ms [2021-05-13 11:40:18 main:574] : INFO : Epoch 1761 | loss: 0.0310379 | val_loss: 0.0311889 | Time: 1750.07 ms [2021-05-13 11:40:19 main:574] : INFO : Epoch 1762 | loss: 0.0310464 | val_loss: 0.0312199 | Time: 1751.84 ms [2021-05-13 11:40:21 main:574] : INFO : Epoch 1763 | loss: 0.0310433 | val_loss: 0.0311926 | Time: 1752.88 ms [2021-05-13 11:40:23 main:574] : INFO : Epoch 1764 | loss: 0.0310388 | val_loss: 0.031188 | Time: 1739.31 ms [2021-05-13 11:40:25 main:574] : INFO : Epoch 1765 | loss: 0.031054 | val_loss: 0.0311838 | Time: 1750.46 ms [2021-05-13 11:40:26 main:574] : INFO : Epoch 1766 | loss: 0.0310458 | val_loss: 0.0311973 | Time: 1745.69 ms [2021-05-13 11:40:28 main:574] : INFO : Epoch 1767 | loss: 0.0310361 | val_loss: 0.0311965 | Time: 1743.51 ms [2021-05-13 11:40:30 main:574] : INFO : Epoch 1768 | loss: 0.0310319 | val_loss: 0.0311903 | Time: 1746.16 ms [2021-05-13 11:40:32 main:574] : INFO : Epoch 1769 | loss: 0.0310374 | val_loss: 0.0312015 | Time: 1756.29 ms [2021-05-13 11:40:33 main:574] : INFO : Epoch 1770 | loss: 0.0310318 | val_loss: 0.031192 | Time: 1738.61 ms [2021-05-13 11:40:35 main:574] : INFO : Epoch 1771 | loss: 0.0310447 | val_loss: 0.0311884 | Time: 1761.62 ms [2021-05-13 11:40:37 main:574] : INFO : Epoch 1772 | loss: 0.0310379 | val_loss: 0.0312035 | Time: 1744.76 ms [2021-05-13 11:40:39 main:574] : INFO : Epoch 1773 | loss: 0.0310399 | val_loss: 0.0312009 | Time: 1738.61 ms [2021-05-13 11:40:40 main:574] : INFO : Epoch 1774 | loss: 0.0310387 | val_loss: 0.0311923 | Time: 1755.01 ms [2021-05-13 11:40:42 main:574] : INFO : Epoch 1775 | loss: 0.0310426 | val_loss: 0.0311869 | Time: 1763.94 ms [2021-05-13 11:40:44 main:574] : INFO : Epoch 1776 | loss: 0.0310435 | val_loss: 0.0311915 | Time: 1753.04 ms [2021-05-13 11:40:46 main:574] : INFO : Epoch 1777 | loss: 0.0310348 | val_loss: 0.0311986 | Time: 1738.29 ms [2021-05-13 11:40:47 main:574] : INFO : Epoch 1778 | loss: 0.03104 | val_loss: 0.0312004 | Time: 1743.17 ms [2021-05-13 11:40:49 main:574] : INFO : Epoch 1779 | loss: 0.0310359 | val_loss: 0.0312061 | Time: 1750.12 ms [2021-05-13 11:40:51 main:574] : INFO : Epoch 1780 | loss: 0.0310394 | val_loss: 0.0312185 | Time: 1752.35 ms [2021-05-13 11:40:53 main:574] : INFO : Epoch 1781 | loss: 0.0310454 | val_loss: 0.0312037 | Time: 1750.68 ms [2021-05-13 11:40:54 main:574] : INFO : Epoch 1782 | loss: 0.0310371 | val_loss: 0.031207 | Time: 1745.06 ms [2021-05-13 11:40:56 main:574] : INFO : Epoch 1783 | loss: 0.0310377 | val_loss: 0.0311978 | Time: 1755.75 ms [2021-05-13 11:40:58 main:574] : INFO : Epoch 1784 | loss: 0.0310419 | val_loss: 0.0311856 | Time: 1743.35 ms [2021-05-13 11:41:00 main:574] : INFO : Epoch 1785 | loss: 0.0310328 | val_loss: 0.0311919 | Time: 1740.54 ms [2021-05-13 11:41:01 main:574] : INFO : Epoch 1786 | loss: 0.031035 | val_loss: 0.0312033 | Time: 1752.17 ms [2021-05-13 11:41:03 main:574] : INFO : Epoch 1787 | loss: 0.0310383 | val_loss: 0.0312138 | Time: 1745.87 ms [2021-05-13 11:41:05 main:574] : INFO : Epoch 1788 | loss: 0.0310381 | val_loss: 0.0311982 | Time: 1756.66 ms [2021-05-13 11:41:07 main:574] : INFO : Epoch 1789 | loss: 0.0310389 | val_loss: 0.0311897 | Time: 1738.32 ms [2021-05-13 11:41:08 main:574] : INFO : Epoch 1790 | loss: 0.0310378 | val_loss: 0.0312012 | Time: 1750.77 ms [2021-05-13 11:41:10 main:574] : INFO : Epoch 1791 | loss: 0.0310366 | val_loss: 0.0311914 | Time: 1752.45 ms [2021-05-13 11:41:12 main:574] : INFO : Epoch 1792 | loss: 0.0310392 | val_loss: 0.031186 | Time: 1741.76 ms [2021-05-13 11:41:14 main:574] : INFO : Epoch 1793 | loss: 0.0310365 | val_loss: 0.0312165 | Time: 1745.76 ms [2021-05-13 11:41:15 main:574] : INFO : Epoch 1794 | loss: 0.0310294 | val_loss: 0.0311991 | Time: 1748.44 ms [2021-05-13 11:41:17 main:574] : INFO : Epoch 1795 | loss: 0.0310293 | val_loss: 0.0311972 | Time: 1740.56 ms [2021-05-13 11:41:19 main:574] : INFO : Epoch 1796 | loss: 0.0310374 | val_loss: 0.031201 | Time: 1740.39 ms [2021-05-13 11:41:21 main:574] : INFO : Epoch 1797 | loss: 0.0310401 | val_loss: 0.0311943 | Time: 1749.62 ms [2021-05-13 11:41:22 main:574] : INFO : Epoch 1798 | loss: 0.0310301 | val_loss: 0.031195 | Time: 1751.6 ms [2021-05-13 11:41:24 main:574] : INFO : Epoch 1799 | loss: 0.0310338 | val_loss: 0.0312058 | Time: 1752.72 ms [2021-05-13 11:41:26 main:574] : INFO : Epoch 1800 | loss: 0.0310368 | val_loss: 0.0311842 | Time: 1744.98 ms [2021-05-13 11:41:28 main:574] : INFO : Epoch 1801 | loss: 0.0310415 | val_loss: 0.0312 | Time: 1753.29 ms [2021-05-13 11:41:30 main:574] : INFO : Epoch 1802 | loss: 0.031044 | val_loss: 0.0311929 | Time: 1760.73 ms [2021-05-13 11:41:31 main:574] : INFO : Epoch 1803 | loss: 0.0310394 | val_loss: 0.0312005 | Time: 1755.26 ms [2021-05-13 11:41:33 main:574] : INFO : Epoch 1804 | loss: 0.0310442 | val_loss: 0.0311784 | Time: 1750.32 ms [2021-05-13 11:41:35 main:574] : INFO : Epoch 1805 | loss: 0.0310351 | val_loss: 0.0311998 | Time: 1749.13 ms [2021-05-13 11:41:37 main:574] : INFO : Epoch 1806 | loss: 0.0310368 | val_loss: 0.0311901 | Time: 1746.87 ms [2021-05-13 11:41:38 main:574] : INFO : Epoch 1807 | loss: 0.0310312 | val_loss: 0.0312129 | Time: 1749.85 ms [2021-05-13 11:41:40 main:574] : INFO : Epoch 1808 | loss: 0.0310322 | val_loss: 0.0312051 | Time: 1745.71 ms [2021-05-13 11:41:42 main:574] : INFO : Epoch 1809 | loss: 0.031031 | val_loss: 0.0311898 | Time: 1751.47 ms [2021-05-13 11:41:44 main:574] : INFO : Epoch 1810 | loss: 0.031042 | val_loss: 0.0311969 | Time: 1749.27 ms [2021-05-13 11:41:45 main:574] : INFO : Epoch 1811 | loss: 0.0310403 | val_loss: 0.0312127 | Time: 1748.66 ms [2021-05-13 11:41:47 main:574] : INFO : Epoch 1812 | loss: 0.031043 | val_loss: 0.0312075 | Time: 1746.36 ms [2021-05-13 11:41:49 main:574] : INFO : Epoch 1813 | loss: 0.031041 | val_loss: 0.0311934 | Time: 1742.57 ms [2021-05-13 11:41:51 main:574] : INFO : Epoch 1814 | loss: 0.0310426 | val_loss: 0.0311888 | Time: 1739.71 ms [2021-05-13 11:41:52 main:574] : INFO : Epoch 1815 | loss: 0.0310392 | val_loss: 0.0311942 | Time: 1745.82 ms [2021-05-13 11:41:54 main:574] : INFO : Epoch 1816 | loss: 0.0310369 | val_loss: 0.0311902 | Time: 1756.23 ms [2021-05-13 11:41:56 main:574] : INFO : Epoch 1817 | loss: 0.0310392 | val_loss: 0.0312028 | Time: 1738.63 ms [2021-05-13 11:41:58 main:574] : INFO : Epoch 1818 | loss: 0.0310436 | val_loss: 0.0312159 | Time: 1764.12 ms [2021-05-13 11:41:59 main:574] : INFO : Epoch 1819 | loss: 0.0310454 | val_loss: 0.0311851 | Time: 1743.12 ms [2021-05-13 11:42:01 main:574] : INFO : Epoch 1820 | loss: 0.0310475 | val_loss: 0.0311983 | Time: 1747.18 ms [2021-05-13 11:42:03 main:574] : INFO : Epoch 1821 | loss: 0.0310495 | val_loss: 0.0311735 | Time: 1755.41 ms [2021-05-13 11:42:05 main:574] : INFO : Epoch 1822 | loss: 0.0310418 | val_loss: 0.031191 | Time: 1736.9 ms [2021-05-13 11:42:06 main:574] : INFO : Epoch 1823 | loss: 0.0310362 | val_loss: 0.0311867 | Time: 1741.38 ms [2021-05-13 11:42:08 main:574] : INFO : Epoch 1824 | loss: 0.031036 | val_loss: 0.0311856 | Time: 1758.4 ms [2021-05-13 11:42:10 main:574] : INFO : Epoch 1825 | loss: 0.03104 | val_loss: 0.0312011 | Time: 1741.62 ms [2021-05-13 11:42:12 main:574] : INFO : Epoch 1826 | loss: 0.0310453 | val_loss: 0.0311743 | Time: 1753.94 ms [2021-05-13 11:42:13 main:574] : INFO : Epoch 1827 | loss: 0.0310498 | val_loss: 0.0311939 | Time: 1746.1 ms [2021-05-13 11:42:15 main:574] : INFO : Epoch 1828 | loss: 0.0310377 | val_loss: 0.0311894 | Time: 1756.64 ms [2021-05-13 11:42:17 main:574] : INFO : Epoch 1829 | loss: 0.0310353 | val_loss: 0.03122 | Time: 1766.7 ms [2021-05-13 11:42:19 main:574] : INFO : Epoch 1830 | loss: 0.0310432 | val_loss: 0.0311755 | Time: 1750.04 ms [2021-05-13 11:42:20 main:574] : INFO : Epoch 1831 | loss: 0.0310338 | val_loss: 0.0311951 | Time: 1737.13 ms [2021-05-13 11:42:22 main:574] : INFO : Epoch 1832 | loss: 0.031043 | val_loss: 0.0311894 | Time: 1752.84 ms [2021-05-13 11:42:24 main:574] : INFO : Epoch 1833 | loss: 0.0310489 | val_loss: 0.0311769 | Time: 1749.34 ms [2021-05-13 11:42:26 main:574] : INFO : Epoch 1834 | loss: 0.031037 | val_loss: 0.0311907 | Time: 1759.3 ms [2021-05-13 11:42:27 main:574] : INFO : Epoch 1835 | loss: 0.0310344 | val_loss: 0.0311852 | Time: 1748.82 ms [2021-05-13 11:42:29 main:574] : INFO : Epoch 1836 | loss: 0.0310339 | val_loss: 0.0311977 | Time: 1753.88 ms [2021-05-13 11:42:31 main:574] : INFO : Epoch 1837 | loss: 0.0310377 | val_loss: 0.0311944 | Time: 1736.52 ms [2021-05-13 11:42:33 main:574] : INFO : Epoch 1838 | loss: 0.0310512 | val_loss: 0.0311722 | Time: 1764.22 ms [2021-05-13 11:42:34 main:574] : INFO : Epoch 1839 | loss: 0.0310497 | val_loss: 0.0311936 | Time: 1745.06 ms [2021-05-13 11:42:36 main:574] : INFO : Epoch 1840 | loss: 0.0310384 | val_loss: 0.031196 | Time: 1756.42 ms [2021-05-13 11:42:38 main:574] : INFO : Epoch 1841 | loss: 0.0310362 | val_loss: 0.0311821 | Time: 1755.46 ms [2021-05-13 11:42:40 main:574] : INFO : Epoch 1842 | loss: 0.0310342 | val_loss: 0.031196 | Time: 1745.75 ms [2021-05-13 11:42:41 main:574] : INFO : Epoch 1843 | loss: 0.0310324 | val_loss: 0.0312119 | Time: 1743.56 ms [2021-05-13 11:42:43 main:574] : INFO : Epoch 1844 | loss: 0.0310311 | val_loss: 0.0312011 | Time: 1745 ms [2021-05-13 11:42:45 main:574] : INFO : Epoch 1845 | loss: 0.0310294 | val_loss: 0.031208 | Time: 1750.26 ms [2021-05-13 11:42:47 main:574] : INFO : Epoch 1846 | loss: 0.0310315 | val_loss: 0.0311931 | Time: 1748.94 ms [2021-05-13 11:42:48 main:574] : INFO : Epoch 1847 | loss: 0.0310311 | val_loss: 0.0311888 | Time: 1751.14 ms [2021-05-13 11:42:50 main:574] : INFO : Epoch 1848 | loss: 0.0310241 | val_loss: 0.0312033 | Time: 1755.02 ms [2021-05-13 11:42:52 main:574] : INFO : Epoch 1849 | loss: 0.0310246 | val_loss: 0.0311893 | Time: 1758.38 ms [2021-05-13 11:42:54 main:574] : INFO : Epoch 1850 | loss: 0.0310242 | val_loss: 0.0312114 | Time: 1753.74 ms [2021-05-13 11:42:56 main:574] : INFO : Epoch 1851 | loss: 0.0310281 | val_loss: 0.0311976 | Time: 1752.52 ms [2021-05-13 11:42:57 main:574] : INFO : Epoch 1852 | loss: 0.0310342 | val_loss: 0.0312096 | Time: 1750.57 ms [2021-05-13 11:42:59 main:574] : INFO : Epoch 1853 | loss: 0.0310388 | val_loss: 0.0312193 | Time: 1756.67 ms [2021-05-13 11:43:01 main:574] : INFO : Epoch 1854 | loss: 0.0310311 | val_loss: 0.0311877 | Time: 1747.76 ms [2021-05-13 11:43:03 main:574] : INFO : Epoch 1855 | loss: 0.0310311 | val_loss: 0.031186 | Time: 1746.98 ms [2021-05-13 11:43:04 main:574] : INFO : Epoch 1856 | loss: 0.0310299 | val_loss: 0.0312235 | Time: 1754.18 ms [2021-05-13 11:43:06 main:574] : INFO : Epoch 1857 | loss: 0.031033 | val_loss: 0.031212 | Time: 1756.72 ms [2021-05-13 11:43:08 main:574] : INFO : Epoch 1858 | loss: 0.0310318 | val_loss: 0.031202 | Time: 1739.93 ms [2021-05-13 11:43:10 main:574] : INFO : Epoch 1859 | loss: 0.0310351 | val_loss: 0.0312013 | Time: 1754.73 ms [2021-05-13 11:43:11 main:574] : INFO : Epoch 1860 | loss: 0.0310287 | val_loss: 0.0311949 | Time: 1755.04 ms [2021-05-13 11:43:13 main:574] : INFO : Epoch 1861 | loss: 0.031031 | val_loss: 0.0311978 | Time: 1735.91 ms [2021-05-13 11:43:15 main:574] : INFO : Epoch 1862 | loss: 0.0310338 | val_loss: 0.0312035 | Time: 1749.73 ms [2021-05-13 11:43:17 main:574] : INFO : Epoch 1863 | loss: 0.031025 | val_loss: 0.0312168 | Time: 1756.57 ms [2021-05-13 11:43:18 main:574] : INFO : Epoch 1864 | loss: 0.0310296 | val_loss: 0.0311817 | Time: 1755.26 ms [2021-05-13 11:43:20 main:574] : INFO : Epoch 1865 | loss: 0.0310466 | val_loss: 0.0311656 | Time: 1750.08 ms [2021-05-13 11:43:22 main:574] : INFO : Epoch 1866 | loss: 0.0310552 | val_loss: 0.0311911 | Time: 1740.85 ms [2021-05-13 11:43:24 main:574] : INFO : Epoch 1867 | loss: 0.0310769 | val_loss: 0.0313994 | Time: 1748.34 ms [2021-05-13 11:43:25 main:574] : INFO : Epoch 1868 | loss: 0.032443 | val_loss: 0.0319276 | Time: 1750.97 ms [2021-05-13 11:43:27 main:574] : INFO : Epoch 1869 | loss: 0.0325067 | val_loss: 0.0410236 | Time: 1752.07 ms [2021-05-13 11:43:29 main:574] : INFO : Epoch 1870 | loss: 0.0350817 | val_loss: 0.0324549 | Time: 1752.83 ms [2021-05-13 11:43:31 main:574] : INFO : Epoch 1871 | loss: 0.0393203 | val_loss: 0.0326776 | Time: 1751.34 ms [2021-05-13 11:43:32 main:574] : INFO : Epoch 1872 | loss: 0.031675 | val_loss: 0.0314152 | Time: 1754.06 ms [2021-05-13 11:43:34 main:574] : INFO : Epoch 1873 | loss: 0.031326 | val_loss: 0.0312683 | Time: 1760.71 ms [2021-05-13 11:43:36 main:574] : INFO : Epoch 1874 | loss: 0.0312606 | val_loss: 0.0312526 | Time: 1754.53 ms [2021-05-13 11:43:38 main:574] : INFO : Epoch 1875 | loss: 0.0312523 | val_loss: 0.0312514 | Time: 1743.98 ms [2021-05-13 11:43:39 main:574] : INFO : Epoch 1876 | loss: 0.0312519 | val_loss: 0.0312488 | Time: 1747.95 ms [2021-05-13 11:43:41 main:574] : INFO : Epoch 1877 | loss: 0.0312503 | val_loss: 0.031248 | Time: 1739.05 ms [2021-05-13 11:43:43 main:574] : INFO : Epoch 1878 | loss: 0.031248 | val_loss: 0.0312515 | Time: 1756.34 ms [2021-05-13 11:43:45 main:574] : INFO : Epoch 1879 | loss: 0.0312485 | val_loss: 0.0312499 | Time: 1748.91 ms [2021-05-13 11:43:46 main:574] : INFO : Epoch 1880 | loss: 0.0312458 | val_loss: 0.0312438 | Time: 1741.89 ms [2021-05-13 11:43:48 main:574] : INFO : Epoch 1881 | loss: 0.0312447 | val_loss: 0.0312473 | Time: 1746.24 ms [2021-05-13 11:43:50 main:574] : INFO : Epoch 1882 | loss: 0.0312436 | val_loss: 0.0312408 | Time: 1740.91 ms [2021-05-13 11:43:52 main:574] : INFO : Epoch 1883 | loss: 0.0312395 | val_loss: 0.0312378 | Time: 1765.7 ms [2021-05-13 11:43:53 main:574] : INFO : Epoch 1884 | loss: 0.0312409 | val_loss: 0.0312366 | Time: 1747.68 ms [2021-05-13 11:43:55 main:574] : INFO : Epoch 1885 | loss: 0.0312366 | val_loss: 0.0312412 | Time: 1740.28 ms [2021-05-13 11:43:57 main:574] : INFO : Epoch 1886 | loss: 0.0312344 | val_loss: 0.0312293 | Time: 1754.29 ms [2021-05-13 11:43:59 main:574] : INFO : Epoch 1887 | loss: 0.0312289 | val_loss: 0.0312285 | Time: 1739.57 ms [2021-05-13 11:44:00 main:574] : INFO : Epoch 1888 | loss: 0.0312302 | val_loss: 0.0312271 | Time: 1743.93 ms [2021-05-13 11:44:02 main:574] : INFO : Epoch 1889 | loss: 0.0312264 | val_loss: 0.0312227 | Time: 1748.94 ms [2021-05-13 11:44:04 main:574] : INFO : Epoch 1890 | loss: 0.0312232 | val_loss: 0.0312227 | Time: 1741.87 ms [2021-05-13 11:44:06 main:574] : INFO : Epoch 1891 | loss: 0.0312219 | val_loss: 0.0312205 | Time: 1748.52 ms [2021-05-13 11:44:07 main:574] : INFO : Epoch 1892 | loss: 0.0312199 | val_loss: 0.031223 | Time: 1754.9 ms [2021-05-13 11:44:09 main:574] : INFO : Epoch 1893 | loss: 0.031221 | val_loss: 0.0312175 | Time: 1741.83 ms [2021-05-13 11:44:11 main:574] : INFO : Epoch 1894 | loss: 0.0312188 | val_loss: 0.0312187 | Time: 1761.27 ms [2021-05-13 11:44:13 main:574] : INFO : Epoch 1895 | loss: 0.0312168 | val_loss: 0.0312159 | Time: 1753.97 ms [2021-05-13 11:44:14 main:574] : INFO : Epoch 1896 | loss: 0.0312168 | val_loss: 0.0312178 | Time: 1757.84 ms [2021-05-13 11:44:16 main:574] : INFO : Epoch 1897 | loss: 0.0312177 | val_loss: 0.0312156 | Time: 1754.82 ms [2021-05-13 11:44:18 main:574] : INFO : Epoch 1898 | loss: 0.0312156 | val_loss: 0.0312165 | Time: 1750.36 ms [2021-05-13 11:44:20 main:574] : INFO : Epoch 1899 | loss: 0.031212 | val_loss: 0.0312118 | Time: 1757.96 ms [2021-05-13 11:44:21 main:574] : INFO : Epoch 1900 | loss: 0.0312107 | val_loss: 0.0312097 | Time: 1740.78 ms [2021-05-13 11:44:23 main:574] : INFO : Epoch 1901 | loss: 0.0312106 | val_loss: 0.0312096 | Time: 1749.4 ms [2021-05-13 11:44:25 main:574] : INFO : Epoch 1902 | loss: 0.0312108 | val_loss: 0.031209 | Time: 1750.42 ms [2021-05-13 11:44:27 main:574] : INFO : Epoch 1903 | loss: 0.0312136 | val_loss: 0.0312136 | Time: 1755.38 ms [2021-05-13 11:44:29 main:574] : INFO : Epoch 1904 | loss: 0.0312117 | val_loss: 0.0312191 | Time: 1752.46 ms [2021-05-13 11:44:30 main:574] : INFO : Epoch 1905 | loss: 0.0312108 | val_loss: 0.0312055 | Time: 1752.6 ms [2021-05-13 11:44:32 main:574] : INFO : Epoch 1906 | loss: 0.0312052 | val_loss: 0.031204 | Time: 1759.11 ms [2021-05-13 11:44:34 main:574] : INFO : Epoch 1907 | loss: 0.0312032 | val_loss: 0.0312056 | Time: 1754.47 ms [2021-05-13 11:44:36 main:574] : INFO : Epoch 1908 | loss: 0.031206 | val_loss: 0.0312076 | Time: 1755.69 ms [2021-05-13 11:44:37 main:574] : INFO : Epoch 1909 | loss: 0.0312031 | val_loss: 0.0312046 | Time: 1760.72 ms [2021-05-13 11:44:39 main:574] : INFO : Epoch 1910 | loss: 0.0312017 | val_loss: 0.031201 | Time: 1749.57 ms [2021-05-13 11:44:41 main:574] : INFO : Epoch 1911 | loss: 0.0311982 | val_loss: 0.0312007 | Time: 1747.08 ms [2021-05-13 11:44:43 main:574] : INFO : Epoch 1912 | loss: 0.0311969 | val_loss: 0.0311963 | Time: 1757.09 ms [2021-05-13 11:44:44 main:574] : INFO : Epoch 1913 | loss: 0.0311998 | val_loss: 0.031209 | Time: 1749.83 ms [2021-05-13 11:44:46 main:574] : INFO : Epoch 1914 | loss: 0.0312029 | val_loss: 0.0311953 | Time: 1760.15 ms [2021-05-13 11:44:48 main:574] : INFO : Epoch 1915 | loss: 0.0311939 | val_loss: 0.0311899 | Time: 1737.43 ms [2021-05-13 11:44:50 main:574] : INFO : Epoch 1916 | loss: 0.0311907 | val_loss: 0.0311898 | Time: 1742.48 ms [2021-05-13 11:44:51 main:574] : INFO : Epoch 1917 | loss: 0.031191 | val_loss: 0.0311825 | Time: 1745.91 ms [2021-05-13 11:44:53 main:574] : INFO : Epoch 1918 | loss: 0.031199 | val_loss: 0.0312141 | Time: 1759.35 ms [2021-05-13 11:44:55 main:574] : INFO : Epoch 1919 | loss: 0.0311821 | val_loss: 0.0311939 | Time: 1751.84 ms [2021-05-13 11:44:57 main:574] : INFO : Epoch 1920 | loss: 0.031197 | val_loss: 0.0311768 | Time: 1741.84 ms [2021-05-13 11:44:58 main:574] : INFO : Epoch 1921 | loss: 0.0311761 | val_loss: 0.0311762 | Time: 1758.16 ms [2021-05-13 11:45:00 main:574] : INFO : Epoch 1922 | loss: 0.0311798 | val_loss: 0.031177 | Time: 1762.48 ms [2021-05-13 11:45:02 main:574] : INFO : Epoch 1923 | loss: 0.0311715 | val_loss: 0.0311725 | Time: 1748.91 ms [2021-05-13 11:45:04 main:574] : INFO : Epoch 1924 | loss: 0.0311667 | val_loss: 0.0311747 | Time: 1753.04 ms [2021-05-13 11:45:05 main:574] : INFO : Epoch 1925 | loss: 0.0311799 | val_loss: 0.0311679 | Time: 1743.62 ms [2021-05-13 11:45:07 main:574] : INFO : Epoch 1926 | loss: 0.0311656 | val_loss: 0.0311677 | Time: 1746.54 ms [2021-05-13 11:45:09 main:574] : INFO : Epoch 1927 | loss: 0.031165 | val_loss: 0.0311883 | Time: 1748.2 ms [2021-05-13 11:45:11 main:574] : INFO : Epoch 1928 | loss: 0.0311688 | val_loss: 0.0311741 | Time: 1749.38 ms [2021-05-13 11:45:12 main:574] : INFO : Epoch 1929 | loss: 0.0311616 | val_loss: 0.0311836 | Time: 1749.32 ms [2021-05-13 11:45:14 main:574] : INFO : Epoch 1930 | loss: 0.0311555 | val_loss: 0.0311599 | Time: 1749.26 ms [2021-05-13 11:45:16 main:574] : INFO : Epoch 1931 | loss: 0.0311763 | val_loss: 0.0311841 | Time: 1745.65 ms [2021-05-13 11:45:18 main:574] : INFO : Epoch 1932 | loss: 0.0311867 | val_loss: 0.0311699 | Time: 1760.07 ms [2021-05-13 11:45:19 main:574] : INFO : Epoch 1933 | loss: 0.0311572 | val_loss: 0.0311582 | Time: 1743.05 ms [2021-05-13 11:45:21 main:574] : INFO : Epoch 1934 | loss: 0.0311567 | val_loss: 0.0312166 | Time: 1756.49 ms [2021-05-13 11:45:23 main:574] : INFO : Epoch 1935 | loss: 0.0311753 | val_loss: 0.0311847 | Time: 1755.37 ms [2021-05-13 11:45:25 main:574] : INFO : Epoch 1936 | loss: 0.0311533 | val_loss: 0.0311544 | Time: 1744.47 ms [2021-05-13 11:45:27 main:574] : INFO : Epoch 1937 | loss: 0.0311615 | val_loss: 0.0311806 | Time: 1755.66 ms [2021-05-13 11:45:28 main:574] : INFO : Epoch 1938 | loss: 0.0311504 | val_loss: 0.0311474 | Time: 1755.76 ms [2021-05-13 11:45:30 main:574] : INFO : Epoch 1939 | loss: 0.0311407 | val_loss: 0.0311457 | Time: 1746.98 ms [2021-05-13 11:45:32 main:574] : INFO : Epoch 1940 | loss: 0.031137 | val_loss: 0.0311432 | Time: 1755.15 ms [2021-05-13 11:45:34 main:574] : INFO : Epoch 1941 | loss: 0.0311416 | val_loss: 0.0311664 | Time: 1747.62 ms [2021-05-13 11:45:35 main:574] : INFO : Epoch 1942 | loss: 0.0311392 | val_loss: 0.0311407 | Time: 1739.9 ms [2021-05-13 11:45:37 main:574] : INFO : Epoch 1943 | loss: 0.0311439 | val_loss: 0.0311639 | Time: 1746.15 ms [2021-05-13 11:45:39 main:574] : INFO : Epoch 1944 | loss: 0.0311587 | val_loss: 0.0311911 | Time: 1751.47 ms [2021-05-13 11:45:41 main:574] : INFO : Epoch 1945 | loss: 0.0311492 | val_loss: 0.0311524 | Time: 1756.25 ms [2021-05-13 11:45:42 main:574] : INFO : Epoch 1946 | loss: 0.0311318 | val_loss: 0.0311414 | Time: 1745.92 ms [2021-05-13 11:45:44 main:574] : INFO : Epoch 1947 | loss: 0.0311372 | val_loss: 0.0311321 | Time: 1759.42 ms [2021-05-13 11:45:46 main:574] : INFO : Epoch 1948 | loss: 0.0311266 | val_loss: 0.0311331 | Time: 1744.4 ms [2021-05-13 11:45:48 main:574] : INFO : Epoch 1949 | loss: 0.0311283 | val_loss: 0.0311392 | Time: 1750.77 ms [2021-05-13 11:45:49 main:574] : INFO : Epoch 1950 | loss: 0.031127 | val_loss: 0.0311333 | Time: 1751.43 ms [2021-05-13 11:45:51 main:574] : INFO : Epoch 1951 | loss: 0.0311196 | val_loss: 0.0311328 | Time: 1744.43 ms [2021-05-13 11:45:53 main:574] : INFO : Epoch 1952 | loss: 0.0311254 | val_loss: 0.0311255 | Time: 1745.08 ms [2021-05-13 11:45:55 main:574] : INFO : Epoch 1953 | loss: 0.0311297 | val_loss: 0.0311297 | Time: 1756.61 ms [2021-05-13 11:45:56 main:574] : INFO : Epoch 1954 | loss: 0.0311339 | val_loss: 0.0311325 | Time: 1748.58 ms [2021-05-13 11:45:58 main:574] : INFO : Epoch 1955 | loss: 0.0311267 | val_loss: 0.0311253 | Time: 1750.25 ms [2021-05-13 11:46:00 main:574] : INFO : Epoch 1956 | loss: 0.0311138 | val_loss: 0.0311281 | Time: 1762.15 ms [2021-05-13 11:46:02 main:574] : INFO : Epoch 1957 | loss: 0.0311126 | val_loss: 0.0311193 | Time: 1746.7 ms [2021-05-13 11:46:03 main:574] : INFO : Epoch 1958 | loss: 0.0311251 | val_loss: 0.0311427 | Time: 1752.71 ms [2021-05-13 11:46:05 main:574] : INFO : Epoch 1959 | loss: 0.0311159 | val_loss: 0.031134 | Time: 1746.91 ms [2021-05-13 11:46:07 main:574] : INFO : Epoch 1960 | loss: 0.031125 | val_loss: 0.0311496 | Time: 1747.17 ms [2021-05-13 11:46:09 main:574] : INFO : Epoch 1961 | loss: 0.0311198 | val_loss: 0.0311508 | Time: 1752.27 ms [2021-05-13 11:46:10 main:574] : INFO : Epoch 1962 | loss: 0.0311092 | val_loss: 0.0311174 | Time: 1758.19 ms [2021-05-13 11:46:12 main:574] : INFO : Epoch 1963 | loss: 0.0311088 | val_loss: 0.0311238 | Time: 1747.96 ms [2021-05-13 11:46:14 main:574] : INFO : Epoch 1964 | loss: 0.0311004 | val_loss: 0.0311389 | Time: 1750.27 ms [2021-05-13 11:46:16 main:574] : INFO : Epoch 1965 | loss: 0.0311062 | val_loss: 0.0311227 | Time: 1748.18 ms [2021-05-13 11:46:17 main:574] : INFO : Epoch 1966 | loss: 0.0311151 | val_loss: 0.0311346 | Time: 1749.52 ms [2021-05-13 11:46:19 main:574] : INFO : Epoch 1967 | loss: 0.0310991 | val_loss: 0.0311245 | Time: 1755.52 ms [2021-05-13 11:46:21 main:574] : INFO : Epoch 1968 | loss: 0.0311042 | val_loss: 0.0311184 | Time: 1750.16 ms [2021-05-13 11:46:23 main:574] : INFO : Epoch 1969 | loss: 0.0310965 | val_loss: 0.0311101 | Time: 1748.03 ms [2021-05-13 11:46:24 main:574] : INFO : Epoch 1970 | loss: 0.0311022 | val_loss: 0.0311143 | Time: 1749.39 ms [2021-05-13 11:46:26 main:574] : INFO : Epoch 1971 | loss: 0.0310914 | val_loss: 0.0311112 | Time: 1755.74 ms [2021-05-13 11:46:28 main:574] : INFO : Epoch 1972 | loss: 0.0311004 | val_loss: 0.03115 | Time: 1746.75 ms [2021-05-13 11:46:30 main:574] : INFO : Epoch 1973 | loss: 0.031108 | val_loss: 0.0311153 | Time: 1756.29 ms [2021-05-13 11:46:31 main:574] : INFO : Epoch 1974 | loss: 0.0310967 | val_loss: 0.0311007 | Time: 1741.44 ms [2021-05-13 11:46:33 main:574] : INFO : Epoch 1975 | loss: 0.031092 | val_loss: 0.0310993 | Time: 1755.62 ms [2021-05-13 11:46:35 main:574] : INFO : Epoch 1976 | loss: 0.0311174 | val_loss: 0.0312462 | Time: 1751.23 ms [2021-05-13 11:46:37 main:574] : INFO : Epoch 1977 | loss: 0.0311552 | val_loss: 0.0311406 | Time: 1733.19 ms [2021-05-13 11:46:38 main:574] : INFO : Epoch 1978 | loss: 0.0311195 | val_loss: 0.0311159 | Time: 1747.07 ms [2021-05-13 11:46:40 main:574] : INFO : Epoch 1979 | loss: 0.0310965 | val_loss: 0.0311107 | Time: 1743.76 ms [2021-05-13 11:46:42 main:574] : INFO : Epoch 1980 | loss: 0.0310903 | val_loss: 0.0311106 | Time: 1743.44 ms [2021-05-13 11:46:44 main:574] : INFO : Epoch 1981 | loss: 0.0311019 | val_loss: 0.0311214 | Time: 1738.55 ms [2021-05-13 11:46:45 main:574] : INFO : Epoch 1982 | loss: 0.0310879 | val_loss: 0.0310963 | Time: 1751.92 ms [2021-05-13 11:46:47 main:574] : INFO : Epoch 1983 | loss: 0.031094 | val_loss: 0.0311134 | Time: 1743.49 ms [2021-05-13 11:46:49 main:574] : INFO : Epoch 1984 | loss: 0.0311097 | val_loss: 0.0311004 | Time: 1760.86 ms [2021-05-13 11:46:51 main:574] : INFO : Epoch 1985 | loss: 0.031089 | val_loss: 0.0311023 | Time: 1745.2 ms [2021-05-13 11:46:52 main:574] : INFO : Epoch 1986 | loss: 0.0310857 | val_loss: 0.031093 | Time: 1749.96 ms [2021-05-13 11:46:54 main:574] : INFO : Epoch 1987 | loss: 0.0311013 | val_loss: 0.0311549 | Time: 1749.24 ms [2021-05-13 11:46:56 main:574] : INFO : Epoch 1988 | loss: 0.0310917 | val_loss: 0.0310958 | Time: 1752.81 ms [2021-05-13 11:46:58 main:574] : INFO : Epoch 1989 | loss: 0.0310809 | val_loss: 0.0310879 | Time: 1762.97 ms [2021-05-13 11:47:00 main:574] : INFO : Epoch 1990 | loss: 0.0310784 | val_loss: 0.0310896 | Time: 1747.43 ms [2021-05-13 11:47:01 main:574] : INFO : Epoch 1991 | loss: 0.0310742 | val_loss: 0.0310883 | Time: 1749.72 ms [2021-05-13 11:47:03 main:574] : INFO : Epoch 1992 | loss: 0.0310786 | val_loss: 0.0311194 | Time: 1762.29 ms [2021-05-13 11:47:05 main:574] : INFO : Epoch 1993 | loss: 0.0310829 | val_loss: 0.031086 | Time: 1735.9 ms [2021-05-13 11:47:07 main:574] : INFO : Epoch 1994 | loss: 0.0310808 | val_loss: 0.0310839 | Time: 1759.08 ms [2021-05-13 11:47:08 main:574] : INFO : Epoch 1995 | loss: 0.0310831 | val_loss: 0.0310839 | Time: 1757.48 ms [2021-05-13 11:47:10 main:574] : INFO : Epoch 1996 | loss: 0.031074 | val_loss: 0.0310948 | Time: 1739.93 ms [2021-05-13 11:47:12 main:574] : INFO : Epoch 1997 | loss: 0.0310875 | val_loss: 0.0311123 | Time: 1747.67 ms [2021-05-13 11:47:14 main:574] : INFO : Epoch 1998 | loss: 0.0310811 | val_loss: 0.0310799 | Time: 1733.56 ms [2021-05-13 11:47:15 main:574] : INFO : Epoch 1999 | loss: 0.0310685 | val_loss: 0.0311034 | Time: 1748.79 ms [2021-05-13 11:47:17 main:574] : INFO : Epoch 2000 | loss: 0.0310804 | val_loss: 0.0310998 | Time: 1748.15 ms [2021-05-13 11:47:19 main:574] : INFO : Epoch 2001 | loss: 0.0310736 | val_loss: 0.0310967 | Time: 1754.7 ms [2021-05-13 11:47:21 main:574] : INFO : Epoch 2002 | loss: 0.0310701 | val_loss: 0.0310803 | Time: 1757.67 ms [2021-05-13 11:47:22 main:574] : INFO : Epoch 2003 | loss: 0.0310651 | val_loss: 0.0310783 | Time: 1753.78 ms [2021-05-13 11:47:24 main:574] : INFO : Epoch 2004 | loss: 0.031068 | val_loss: 0.0310849 | Time: 1748.96 ms [2021-05-13 11:47:26 main:574] : INFO : Epoch 2005 | loss: 0.0310686 | val_loss: 0.031079 | Time: 1740.6 ms [2021-05-13 11:47:28 main:574] : INFO : Epoch 2006 | loss: 0.0310631 | val_loss: 0.0310761 | Time: 1753.05 ms [2021-05-13 11:47:29 main:574] : INFO : Epoch 2007 | loss: 0.0310568 | val_loss: 0.0310748 | Time: 1754.77 ms [2021-05-13 11:47:31 main:574] : INFO : Epoch 2008 | loss: 0.031057 | val_loss: 0.031073 | Time: 1744.47 ms [2021-05-13 11:47:33 main:574] : INFO : Epoch 2009 | loss: 0.0310554 | val_loss: 0.0310817 | Time: 1760.2 ms [2021-05-13 11:47:35 main:574] : INFO : Epoch 2010 | loss: 0.0310682 | val_loss: 0.0310889 | Time: 1751.75 ms [2021-05-13 11:47:36 main:574] : INFO : Epoch 2011 | loss: 0.0310586 | val_loss: 0.0310786 | Time: 1751.68 ms [2021-05-13 11:47:38 main:574] : INFO : Epoch 2012 | loss: 0.0310573 | val_loss: 0.031083 | Time: 1744.63 ms [2021-05-13 11:47:40 main:574] : INFO : Epoch 2013 | loss: 0.0310578 | val_loss: 0.0310733 | Time: 1756.64 ms [2021-05-13 11:47:42 main:574] : INFO : Epoch 2014 | loss: 0.0310619 | val_loss: 0.0310703 | Time: 1742.49 ms [2021-05-13 11:47:43 main:574] : INFO : Epoch 2015 | loss: 0.0310753 | val_loss: 0.0310832 | Time: 1763.8 ms [2021-05-13 11:47:45 main:574] : INFO : Epoch 2016 | loss: 0.0310623 | val_loss: 0.0310693 | Time: 1759.25 ms [2021-05-13 11:47:47 main:574] : INFO : Epoch 2017 | loss: 0.0310507 | val_loss: 0.0310714 | Time: 1752.88 ms [2021-05-13 11:47:49 main:574] : INFO : Epoch 2018 | loss: 0.0310518 | val_loss: 0.0310727 | Time: 1749.16 ms [2021-05-13 11:47:50 main:574] : INFO : Epoch 2019 | loss: 0.031047 | val_loss: 0.0310718 | Time: 1748.36 ms [2021-05-13 11:47:52 main:574] : INFO : Epoch 2020 | loss: 0.0310437 | val_loss: 0.0310657 | Time: 1739.81 ms [2021-05-13 11:47:54 main:574] : INFO : Epoch 2021 | loss: 0.0310517 | val_loss: 0.0310712 | Time: 1755.23 ms [2021-05-13 11:47:56 main:574] : INFO : Epoch 2022 | loss: 0.0310521 | val_loss: 0.0310616 | Time: 1739.34 ms [2021-05-13 11:47:57 main:574] : INFO : Epoch 2023 | loss: 0.0310467 | val_loss: 0.0310685 | Time: 1741.43 ms [2021-05-13 11:47:59 main:574] : INFO : Epoch 2024 | loss: 0.0310482 | val_loss: 0.0310646 | Time: 1758.53 ms [2021-05-13 11:48:01 main:574] : INFO : Epoch 2025 | loss: 0.0310396 | val_loss: 0.0310636 | Time: 1749.18 ms [2021-05-13 11:48:03 main:574] : INFO : Epoch 2026 | loss: 0.0310374 | val_loss: 0.0310582 | Time: 1747.52 ms [2021-05-13 11:48:04 main:574] : INFO : Epoch 2027 | loss: 0.0310348 | val_loss: 0.031066 | Time: 1739.38 ms [2021-05-13 11:48:06 main:574] : INFO : Epoch 2028 | loss: 0.0310407 | val_loss: 0.0310606 | Time: 1753.82 ms [2021-05-13 11:48:08 main:574] : INFO : Epoch 2029 | loss: 0.0310354 | val_loss: 0.0310713 | Time: 1746.03 ms [2021-05-13 11:48:10 main:574] : INFO : Epoch 2030 | loss: 0.0310318 | val_loss: 0.0310547 | Time: 1749.85 ms [2021-05-13 11:48:11 main:574] : INFO : Epoch 2031 | loss: 0.031037 | val_loss: 0.0310701 | Time: 1750.92 ms [2021-05-13 11:48:13 main:574] : INFO : Epoch 2032 | loss: 0.0310361 | val_loss: 0.0310717 | Time: 1753.29 ms [2021-05-13 11:48:15 main:574] : INFO : Epoch 2033 | loss: 0.0310355 | val_loss: 0.0310725 | Time: 1749.98 ms [2021-05-13 11:48:17 main:574] : INFO : Epoch 2034 | loss: 0.0310312 | val_loss: 0.0310651 | Time: 1744.42 ms [2021-05-13 11:48:18 main:574] : INFO : Epoch 2035 | loss: 0.0310766 | val_loss: 0.031087 | Time: 1756.81 ms [2021-05-13 11:48:20 main:574] : INFO : Epoch 2036 | loss: 0.0310662 | val_loss: 0.0310551 | Time: 1755.87 ms [2021-05-13 11:48:22 main:574] : INFO : Epoch 2037 | loss: 0.0310332 | val_loss: 0.0310544 | Time: 1752.99 ms [2021-05-13 11:48:24 main:574] : INFO : Epoch 2038 | loss: 0.031037 | val_loss: 0.0310535 | Time: 1753.84 ms [2021-05-13 11:48:26 main:574] : INFO : Epoch 2039 | loss: 0.0310326 | val_loss: 0.0310526 | Time: 1758.4 ms [2021-05-13 11:48:27 main:574] : INFO : Epoch 2040 | loss: 0.0310233 | val_loss: 0.0310468 | Time: 1755.51 ms [2021-05-13 11:48:29 main:574] : INFO : Epoch 2041 | loss: 0.0310207 | val_loss: 0.0310503 | Time: 1751.99 ms [2021-05-13 11:48:31 main:574] : INFO : Epoch 2042 | loss: 0.0310236 | val_loss: 0.0310425 | Time: 1750.45 ms [2021-05-13 11:48:33 main:574] : INFO : Epoch 2043 | loss: 0.0310247 | val_loss: 0.0310479 | Time: 1752.7 ms [2021-05-13 11:48:34 main:574] : INFO : Epoch 2044 | loss: 0.0310207 | val_loss: 0.0310426 | Time: 1737.41 ms [2021-05-13 11:48:36 main:574] : INFO : Epoch 2045 | loss: 0.03102 | val_loss: 0.0310463 | Time: 1761.59 ms [2021-05-13 11:48:38 main:574] : INFO : Epoch 2046 | loss: 0.0310189 | val_loss: 0.031044 | Time: 1750.27 ms [2021-05-13 11:48:40 main:574] : INFO : Epoch 2047 | loss: 0.0310115 | val_loss: 0.0310475 | Time: 1741.98 ms [2021-05-13 11:48:41 main:574] : INFO : Epoch 2048 | loss: 0.0310118 | val_loss: 0.0310477 | Time: 1737.36 ms [2021-05-13 11:48:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310477 [2021-05-13 11:48:41 main:603] : INFO : Saving end state to config to file [2021-05-13 11:48:41 main:608] : INFO : Success, exiting.. 11:48:41 (5776): 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)