Task 5250462
| Name | ParityMachine-1619583482-8859-3_1 |
| Workunit | 3148520 |
| Created | 29 May 2021, 9:51:09 UTC |
| Sent | 29 May 2021, 10:18:43 UTC |
| Report deadline | 5 Jun 2021, 10:18:43 UTC |
| Received | 30 May 2021, 1:12:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 55 min 48 sec |
| CPU time | 55 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,233.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 9 20:58:20 main:581] : INFO : Epoch 1538 | loss: 0.0311858 | val_loss: 0.031197 | Time: 1633.75 ms [2021-05-29 20:58:22 main:581] : INFO : Epoch 1539 | loss: 0.0311859 | val_loss: 0.0311978 | Time: 1640.22 ms [2021-05-29 20:58:24 main:581] : INFO : Epoch 1540 | loss: 0.0311869 | val_loss: 0.0311988 | Time: 1637.32 ms [2021-05-29 20:58:25 main:581] : INFO : Epoch 1541 | loss: 0.0311866 | val_loss: 0.0311969 | Time: 1637.96 ms [2021-05-29 20:58:27 main:581] : INFO : Epoch 1542 | loss: 0.0311857 | val_loss: 0.0311968 | Time: 1636.42 ms [2021-05-29 20:58:29 main:581] : INFO : Epoch 1543 | loss: 0.0311862 | val_loss: 0.0311975 | Time: 1638.04 ms [2021-05-29 20:58:30 main:581] : INFO : Epoch 1544 | loss: 0.0311857 | val_loss: 0.0311968 | Time: 1640.08 ms [2021-05-29 20:58:32 main:581] : INFO : Epoch 1545 | loss: 0.0311857 | val_loss: 0.0311971 | Time: 1633.87 ms [2021-05-29 20:58:34 main:581] : INFO : Epoch 1546 | loss: 0.0311861 | val_loss: 0.031198 | Time: 1635.94 ms [2021-05-29 20:58:35 main:581] : INFO : Epoch 1547 | loss: 0.0311858 | val_loss: 0.0311971 | Time: 1634.65 ms [2021-05-29 20:58:37 main:581] : INFO : Epoch 1548 | loss: 0.0311855 | val_loss: 0.0311976 | Time: 1634.08 ms [2021-05-29 20:58:38 main:581] : INFO : Epoch 1549 | loss: 0.0311858 | val_loss: 0.0311978 | Time: 1637.02 ms [2021-05-29 20:58:40 main:581] : INFO : Epoch 1550 | loss: 0.031187 | val_loss: 0.0311993 | Time: 1639.67 ms [2021-05-29 20:58:42 main:581] : INFO : Epoch 1551 | loss: 0.031187 | val_loss: 0.0311981 | Time: 1633.89 ms [2021-05-29 20:58:43 main:581] : INFO : Epoch 1552 | loss: 0.0311871 | val_loss: 0.031203 | Time: 1627.64 ms [2021-05-29 20:58:45 main:581] : INFO : Epoch 1553 | loss: 0.0311858 | val_loss: 0.0311968 | Time: 1638.44 ms [2021-05-29 20:58:47 main:581] : INFO : Epoch 1554 | loss: 0.0311855 | val_loss: 0.0311967 | Time: 1636.11 ms [2021-05-29 20:58:48 main:581] : INFO : Epoch 1555 | loss: 0.0311858 | val_loss: 0.0311976 | Time: 1642.29 ms [2021-05-29 20:58:50 main:581] : INFO : Epoch 1556 | loss: 0.0311858 | val_loss: 0.0311984 | Time: 1615.26 ms [2021-05-29 20:58:51 main:581] : INFO : Epoch 1557 | loss: 0.0311855 | val_loss: 0.0311981 | Time: 1618.85 ms [2021-05-29 20:58:53 main:581] : INFO : Epoch 1558 | loss: 0.0311858 | val_loss: 0.0312008 | Time: 1614.97 ms [2021-05-29 20:58:55 main:581] : INFO : Epoch 1559 | loss: 0.0311863 | val_loss: 0.0311981 | Time: 1620.03 ms [2021-05-29 20:58:56 main:581] : INFO : Epoch 1560 | loss: 0.0311863 | val_loss: 0.0311977 | Time: 1617.38 ms [2021-05-29 20:58:58 main:581] : INFO : Epoch 1561 | loss: 0.031186 | val_loss: 0.0311979 | Time: 1618.19 ms [2021-05-29 20:59:00 main:581] : INFO : Epoch 1562 | loss: 0.0311865 | val_loss: 0.0311968 | Time: 1617.96 ms [2021-05-29 20:59:01 main:581] : INFO : Epoch 1563 | loss: 0.0311862 | val_loss: 0.0311974 | Time: 1604.6 ms [2021-05-29 20:59:03 main:581] : INFO : Epoch 1564 | loss: 0.031186 | val_loss: 0.0311972 | Time: 1618.45 ms [2021-05-29 20:59:04 main:581] : INFO : Epoch 1565 | loss: 0.0311859 | val_loss: 0.0311972 | Time: 1615.12 ms [2021-05-29 20:59:06 main:581] : INFO : Epoch 1566 | loss: 0.0311861 | val_loss: 0.031197 | Time: 1620.5 ms [2021-05-29 20:59:08 main:581] : INFO : Epoch 1567 | loss: 0.0311866 | val_loss: 0.0311984 | Time: 1618.59 ms [2021-05-29 20:59:09 main:581] : INFO : Epoch 1568 | loss: 0.0311862 | val_loss: 0.031198 | Time: 1619.85 ms [2021-05-29 20:59:11 main:581] : INFO : Epoch 1569 | loss: 0.0311862 | val_loss: 0.0311968 | Time: 1615.65 ms [2021-05-29 20:59:12 main:581] : INFO : Epoch 1570 | loss: 0.0311861 | val_loss: 0.0311972 | Time: 1617.76 ms [2021-05-29 20:59:14 main:581] : INFO : Epoch 1571 | loss: 0.031186 | val_loss: 0.0311971 | Time: 1627.2 ms [2021-05-29 20:59:16 main:581] : INFO : Epoch 1572 | loss: 0.0311857 | val_loss: 0.0311979 | Time: 1614.39 ms [2021-05-29 20:59:17 main:581] : INFO : Epoch 1573 | loss: 0.031186 | val_loss: 0.031197 | Time: 1621.5 ms [2021-05-29 20:59:19 main:581] : INFO : Epoch 1574 | loss: 0.0311857 | val_loss: 0.0311967 | Time: 1613.41 ms [2021-05-29 20:59:21 main:581] : INFO : Epoch 1575 | loss: 0.0311861 | val_loss: 0.031198 | Time: 1625.68 ms [2021-05-29 20:59:22 main:581] : INFO : Epoch 1576 | loss: 0.0311866 | val_loss: 0.0311975 | Time: 1627 ms [2021-05-29 20:59:24 main:581] : INFO : Epoch 1577 | loss: 0.031186 | val_loss: 0.0311967 | Time: 1632.51 ms [2021-05-29 20:59:25 main:581] : INFO : Epoch 1578 | loss: 0.0311859 | val_loss: 0.0311978 | Time: 1628.48 ms [2021-05-29 20:59:27 main:581] : INFO : Epoch 1579 | loss: 0.0311858 | val_loss: 0.0311983 | Time: 1630.57 ms [2021-05-29 20:59:29 main:581] : INFO : Epoch 1580 | loss: 0.031186 | val_loss: 0.0311971 | Time: 1628.69 ms [2021-05-29 20:59:30 main:581] : INFO : Epoch 1581 | loss: 0.0311865 | val_loss: 0.0311975 | Time: 1628.17 ms [2021-05-29 20:59:32 main:581] : INFO : Epoch 1582 | loss: 0.031186 | val_loss: 0.0311968 | Time: 1629.41 ms [2021-05-29 20:59:34 main:581] : INFO : Epoch 1583 | loss: 0.0311858 | val_loss: 0.0311969 | Time: 1624.85 ms [2021-05-29 20:59:35 main:581] : INFO : Epoch 1584 | loss: 0.0311874 | val_loss: 0.0311969 | Time: 1630.6 ms [2021-05-29 20:59:37 main:581] : INFO : Epoch 1585 | loss: 0.0311875 | val_loss: 0.0312024 | Time: 1633.65 ms [2021-05-29 20:59:39 main:581] : INFO : Epoch 1586 | loss: 0.0311869 | val_loss: 0.0311981 | Time: 1635.59 ms [2021-05-29 20:59:40 main:581] : INFO : Epoch 1587 | loss: 0.0311869 | val_loss: 0.031199 | Time: 1637.27 ms [2021-05-29 20:59:42 main:581] : INFO : Epoch 1588 | loss: 0.0311866 | val_loss: 0.0311997 | Time: 1629.65 ms [2021-05-29 20:59:43 main:581] : INFO : Epoch 1589 | loss: 0.0311864 | val_loss: 0.0311967 | Time: 1635.95 ms [2021-05-29 20:59:45 main:581] : INFO : Epoch 1590 | loss: 0.0311863 | val_loss: 0.031197 | Time: 1635.36 ms [2021-05-29 20:59:47 main:581] : INFO : Epoch 1591 | loss: 0.0311862 | val_loss: 0.0311978 | Time: 1634.75 ms [2021-05-29 20:59:48 main:581] : INFO : Epoch 1592 | loss: 0.0311882 | val_loss: 0.0311991 | Time: 1635.03 ms [2021-05-29 20:59:50 main:581] : INFO : Epoch 1593 | loss: 0.0311886 | val_loss: 0.0311994 | Time: 1630.01 ms [2021-05-29 20:59:52 main:581] : INFO : Epoch 1594 | loss: 0.0311864 | val_loss: 0.0311974 | Time: 1628.44 ms [2021-05-29 20:59:53 main:581] : INFO : Epoch 1595 | loss: 0.0311864 | val_loss: 0.0311993 | Time: 1632.05 ms [2021-05-29 20:59:55 main:581] : INFO : Epoch 1596 | loss: 0.0311864 | val_loss: 0.0311974 | Time: 1637.4 ms [2021-05-29 20:59:57 main:581] : INFO : Epoch 1597 | loss: 0.0311873 | val_loss: 0.0311968 | Time: 1635.44 ms [2021-05-29 20:59:58 main:581] : INFO : Epoch 1598 | loss: 0.0311864 | val_loss: 0.031197 | Time: 1635.41 ms [2021-05-29 21:00:00 main:581] : INFO : Epoch 1599 | loss: 0.0311868 | val_loss: 0.0311977 | Time: 1640.92 ms [2021-05-29 21:00:01 main:581] : INFO : Epoch 1600 | loss: 0.031187 | val_loss: 0.0311988 | Time: 1636.82 ms [2021-05-29 21:00:03 main:581] : INFO : Epoch 1601 | loss: 0.0311873 | val_loss: 0.0311973 | Time: 1635 ms [2021-05-29 21:00:05 main:581] : INFO : Epoch 1602 | loss: 0.0311863 | val_loss: 0.0311968 | Time: 1633.61 ms [2021-05-29 21:00:06 main:581] : INFO : Epoch 1603 | loss: 0.0311863 | val_loss: 0.0311975 | Time: 1635.18 ms [2021-05-29 21:00:08 main:581] : INFO : Epoch 1604 | loss: 0.0311863 | val_loss: 0.0311981 | Time: 1637.06 ms [2021-05-29 21:00:10 main:581] : INFO : Epoch 1605 | loss: 0.0311868 | val_loss: 0.0311983 | Time: 1636.09 ms [2021-05-29 21:00:11 main:581] : INFO : Epoch 1606 | loss: 0.0311869 | val_loss: 0.0311975 | Time: 1636.35 ms [2021-05-29 21:00:13 main:581] : INFO : Epoch 1607 | loss: 0.0311875 | val_loss: 0.0312005 | Time: 1636.32 ms [2021-05-29 21:00:15 main:581] : INFO : Epoch 1608 | loss: 0.0311865 | val_loss: 0.031197 | Time: 1638.08 ms [2021-05-29 21:00:16 main:581] : INFO : Epoch 1609 | loss: 0.0311869 | val_loss: 0.0311985 | Time: 1630.03 ms [2021-05-29 21:00:18 main:581] : INFO : Epoch 1610 | loss: 0.0311857 | val_loss: 0.0311966 | Time: 1643.06 ms [2021-05-29 21:00:19 main:581] : INFO : Epoch 1611 | loss: 0.0311856 | val_loss: 0.0311972 | Time: 1638.79 ms [2021-05-29 21:00:21 main:581] : INFO : Epoch 1612 | loss: 0.031186 | val_loss: 0.0311972 | Time: 1637.56 ms [2021-05-29 21:00:23 main:581] : INFO : Epoch 1613 | loss: 0.0311857 | val_loss: 0.0311971 | Time: 1635.34 ms [2021-05-29 21:00:24 main:581] : INFO : Epoch 1614 | loss: 0.0311859 | val_loss: 0.0311971 | Time: 1630.71 ms [2021-05-29 21:00:26 main:581] : INFO : Epoch 1615 | loss: 0.0311858 | val_loss: 0.0311975 | Time: 1632.59 ms [2021-05-29 21:00:28 main:581] : INFO : Epoch 1616 | loss: 0.0311856 | val_loss: 0.0311969 | Time: 1631.91 ms [2021-05-29 21:00:29 main:581] : INFO : Epoch 1617 | loss: 0.031186 | val_loss: 0.0311984 | Time: 1642.43 ms [2021-05-29 21:00:31 main:581] : INFO : Epoch 1618 | loss: 0.0311866 | val_loss: 0.0311973 | Time: 1640.05 ms [2021-05-29 21:00:33 main:581] : INFO : Epoch 1619 | loss: 0.0311856 | val_loss: 0.0311991 | Time: 1636.39 ms [2021-05-29 21:00:34 main:581] : INFO : Epoch 1620 | loss: 0.0311858 | val_loss: 0.0311972 | Time: 1633.02 ms [2021-05-29 21:00:36 main:581] : INFO : Epoch 1621 | loss: 0.0311857 | val_loss: 0.0311969 | Time: 1631.47 ms [2021-05-29 21:00:37 main:581] : INFO : Epoch 1622 | loss: 0.0311857 | val_loss: 0.0311985 | Time: 1636.93 ms [2021-05-29 21:00:39 main:581] : INFO : Epoch 1623 | loss: 0.0311859 | val_loss: 0.0311973 | Time: 1632.37 ms [2021-05-29 21:00:41 main:581] : INFO : Epoch 1624 | loss: 0.0311855 | val_loss: 0.0311971 | Time: 1628.66 ms [2021-05-29 21:00:42 main:581] : INFO : Epoch 1625 | loss: 0.0311858 | val_loss: 0.0311968 | Time: 1630.05 ms [2021-05-29 21:00:44 main:581] : INFO : Epoch 1626 | loss: 0.0311864 | val_loss: 0.0311987 | Time: 1627.24 ms [2021-05-29 21:00:46 main:581] : INFO : Epoch 1627 | loss: 0.0311869 | val_loss: 0.0311967 | Time: 1631.17 ms [2021-05-29 21:00:47 main:581] : INFO : Epoch 1628 | loss: 0.031187 | val_loss: 0.0311977 | Time: 1631.67 ms [2021-05-29 21:00:49 main:581] : INFO : Epoch 1629 | loss: 0.0311861 | val_loss: 0.0311975 | Time: 1626.3 ms [2021-05-29 21:00:50 main:581] : INFO : Epoch 1630 | loss: 0.0311857 | val_loss: 0.0311979 | Time: 1627.72 ms [2021-05-29 21:00:52 main:581] : INFO : Epoch 1631 | loss: 0.0311856 | val_loss: 0.0311976 | Time: 1626.7 ms [2021-05-29 21:00:54 main:581] : INFO : Epoch 1632 | loss: 0.0311866 | val_loss: 0.0312013 | Time: 1623.3 ms [2021-05-29 21:00:55 main:581] : INFO : Epoch 1633 | loss: 0.0311862 | val_loss: 0.0311983 | Time: 1627.62 ms [2021-05-29 21:00:57 main:581] : INFO : Epoch 1634 | loss: 0.0311857 | val_loss: 0.0311982 | Time: 1629.29 ms [2021-05-29 21:00:59 main:581] : INFO : Epoch 1635 | loss: 0.0311869 | val_loss: 0.031201 | Time: 1630.54 ms [2021-05-29 21:01:00 main:581] : INFO : Epoch 1636 | loss: 0.0311878 | val_loss: 0.0311977 | Time: 1629.28 ms [2021-05-29 21:01:02 main:581] : INFO : Epoch 1637 | loss: 0.0311869 | val_loss: 0.0311971 | Time: 1626.33 ms [2021-05-29 21:01:03 main:581] : INFO : Epoch 1638 | loss: 0.0311862 | val_loss: 0.0311993 | Time: 1629.96 ms [2021-05-29 21:01:05 main:581] : INFO : Epoch 1639 | loss: 0.0311869 | val_loss: 0.0311972 | Time: 1626.98 ms [2021-05-29 21:01:07 main:581] : INFO : Epoch 1640 | loss: 0.0311867 | val_loss: 0.031201 | Time: 1629.39 ms [2021-05-29 21:01:08 main:581] : INFO : Epoch 1641 | loss: 0.0311865 | val_loss: 0.0311968 | Time: 1625.31 ms [2021-05-29 21:01:10 main:581] : INFO : Epoch 1642 | loss: 0.0311855 | val_loss: 0.0311969 | Time: 1623.91 ms [2021-05-29 21:01:12 main:581] : INFO : Epoch 1643 | loss: 0.031186 | val_loss: 0.0311985 | Time: 1627.57 ms [2021-05-29 21:01:13 main:581] : INFO : Epoch 1644 | loss: 0.0311859 | val_loss: 0.0311971 | Time: 1625.97 ms [2021-05-29 21:01:15 main:581] : INFO : Epoch 1645 | loss: 0.0311864 | val_loss: 0.0312028 | Time: 1629.32 ms [2021-05-29 21:01:16 main:581] : INFO : Epoch 1646 | loss: 0.0311889 | val_loss: 0.0312028 | Time: 1628.01 ms [2021-05-29 21:01:18 main:581] : INFO : Epoch 1647 | loss: 0.0311876 | val_loss: 0.0311974 | Time: 1625.95 ms [2021-05-29 21:01:20 main:581] : INFO : Epoch 1648 | loss: 0.0311861 | val_loss: 0.0311991 | Time: 1624.81 ms [2021-05-29 21:01:21 main:581] : INFO : Epoch 1649 | loss: 0.0311861 | val_loss: 0.0311997 | Time: 1616.46 ms [2021-05-29 21:01:23 main:581] : INFO : Epoch 1650 | loss: 0.0311868 | val_loss: 0.0311976 | Time: 1614.33 ms [2021-05-29 21:01:25 main:581] : INFO : Epoch 1651 | loss: 0.0311862 | val_loss: 0.0311975 | Time: 1628.66 ms [2021-05-29 21:01:26 main:581] : INFO : Epoch 1652 | loss: 0.0311871 | val_loss: 0.0311973 | Time: 1629.58 ms [2021-05-29 21:01:28 main:581] : INFO : Epoch 1653 | loss: 0.0311861 | val_loss: 0.031199 | Time: 1637.26 ms [2021-05-29 21:01:29 main:581] : INFO : Epoch 1654 | loss: 0.0311857 | val_loss: 0.0311987 | Time: 1632.55 ms [2021-05-29 21:01:31 main:581] : INFO : Epoch 1655 | loss: 0.0311863 | val_loss: 0.0311991 | Time: 1627.99 ms [2021-05-29 21:01:33 main:581] : INFO : Epoch 1656 | loss: 0.0311867 | val_loss: 0.0311972 | Time: 1624.61 ms [2021-05-29 21:01:34 main:581] : INFO : Epoch 1657 | loss: 0.0311862 | val_loss: 0.0311985 | Time: 1627.01 ms [2021-05-29 21:01:36 main:581] : INFO : Epoch 1658 | loss: 0.0311855 | val_loss: 0.0311995 | Time: 1629.26 ms [2021-05-29 21:01:38 main:581] : INFO : Epoch 1659 | loss: 0.0311858 | val_loss: 0.0311991 | Time: 1628.7 ms [2021-05-29 21:01:39 main:581] : INFO : Epoch 1660 | loss: 0.0311866 | val_loss: 0.0311988 | Time: 1630.67 ms [2021-05-29 21:01:41 main:581] : INFO : Epoch 1661 | loss: 0.0311869 | val_loss: 0.0311971 | Time: 1634 ms [2021-05-29 21:01:43 main:581] : INFO : Epoch 1662 | loss: 0.0311863 | val_loss: 0.0311974 | Time: 1642.68 ms [2021-05-29 21:01:44 main:581] : INFO : Epoch 1663 | loss: 0.0311861 | val_loss: 0.031198 | Time: 1635.41 ms [2021-05-29 21:01:46 main:581] : INFO : Epoch 1664 | loss: 0.0311858 | val_loss: 0.0311969 | Time: 1622.22 ms [2021-05-29 21:01:47 main:581] : INFO : Epoch 1665 | loss: 0.0311858 | val_loss: 0.0311982 | Time: 1616.36 ms [2021-05-29 21:01:49 main:581] : INFO : Epoch 1666 | loss: 0.0311858 | val_loss: 0.0311967 | Time: 1635.42 ms [2021-05-29 21:01:51 main:581] : INFO : Epoch 1667 | loss: 0.0311874 | val_loss: 0.0312 | Time: 1627.59 ms [2021-05-29 21:01:52 main:581] : INFO : Epoch 1668 | loss: 0.0311868 | val_loss: 0.0311989 | Time: 1623.93 ms [2021-05-29 21:01:54 main:581] : INFO : Epoch 1669 | loss: 0.0311865 | val_loss: 0.0311973 | Time: 1626.89 ms [2021-05-29 21:01:56 main:581] : INFO : Epoch 1670 | loss: 0.031186 | val_loss: 0.0311977 | Time: 1626.21 ms [2021-05-29 21:01:57 main:581] : INFO : Epoch 1671 | loss: 0.0311857 | val_loss: 0.0311973 | Time: 1623.97 ms [2021-05-29 21:01:59 main:581] : INFO : Epoch 1672 | loss: 0.0311857 | val_loss: 0.031197 | Time: 1629.41 ms [2021-05-29 21:02:00 main:581] : INFO : Epoch 1673 | loss: 0.031186 | val_loss: 0.0311988 | Time: 1644.52 ms [2021-05-29 21:02:02 main:581] : INFO : Epoch 1674 | loss: 0.0311865 | val_loss: 0.0311979 | Time: 1624.86 ms [2021-05-29 21:02:04 main:581] : INFO : Epoch 1675 | loss: 0.0311867 | val_loss: 0.0311982 | Time: 1626.23 ms [2021-05-29 21:02:05 main:581] : INFO : Epoch 1676 | loss: 0.0311866 | val_loss: 0.0311987 | Time: 1626.9 ms [2021-05-29 21:02:07 main:581] : INFO : Epoch 1677 | loss: 0.0311869 | val_loss: 0.0311982 | Time: 1627.19 ms [2021-05-29 21:02:09 main:581] : INFO : Epoch 1678 | loss: 0.0311862 | val_loss: 0.0311988 | Time: 1623.34 ms [2021-05-29 21:02:10 main:581] : INFO : Epoch 1679 | loss: 0.0311858 | val_loss: 0.0311982 | Time: 1629.69 ms [2021-05-29 21:02:12 main:581] : INFO : Epoch 1680 | loss: 0.0311864 | val_loss: 0.0311971 | Time: 1628.64 ms [2021-05-29 21:02:13 main:581] : INFO : Epoch 1681 | loss: 0.0311858 | val_loss: 0.0311971 | Time: 1626.13 ms [2021-05-29 21:02:15 main:581] : INFO : Epoch 1682 | loss: 0.0311858 | val_loss: 0.0312003 | Time: 1621.77 ms [2021-05-29 21:02:17 main:581] : INFO : Epoch 1683 | loss: 0.0311862 | val_loss: 0.0311967 | Time: 1622.38 ms [2021-05-29 21:02:18 main:581] : INFO : Epoch 1684 | loss: 0.031186 | val_loss: 0.0311989 | Time: 1646.57 ms [2021-05-29 21:02:20 main:581] : INFO : Epoch 1685 | loss: 0.0311867 | val_loss: 0.0311998 | Time: 1649.36 ms [2021-05-29 21:02:22 main:581] : INFO : Epoch 1686 | loss: 0.0311874 | val_loss: 0.0311987 | Time: 1648.93 ms [2021-05-29 21:02:23 main:581] : INFO : Epoch 1687 | loss: 0.0311919 | val_loss: 0.0311973 | Time: 1652.47 ms [2021-05-29 21:02:25 main:581] : INFO : Epoch 1688 | loss: 0.031188 | val_loss: 0.0312029 | Time: 1653.24 ms [2021-05-29 21:02:27 main:581] : INFO : Epoch 1689 | loss: 0.031187 | val_loss: 0.0311989 | Time: 1651.58 ms [2021-05-29 21:02:28 main:581] : INFO : Epoch 1690 | loss: 0.0311865 | val_loss: 0.031197 | Time: 1654.4 ms [2021-05-29 21:02:30 main:581] : INFO : Epoch 1691 | loss: 0.0311866 | val_loss: 0.0311969 | Time: 1653.38 ms [2021-05-29 21:02:32 main:581] : INFO : Epoch 1692 | loss: 0.0311863 | val_loss: 0.0311972 | Time: 1650.78 ms [2021-05-29 21:02:33 main:581] : INFO : Epoch 1693 | loss: 0.0311855 | val_loss: 0.031197 | Time: 1647.86 ms [2021-05-29 21:02:35 main:581] : INFO : Epoch 1694 | loss: 0.0311865 | val_loss: 0.0311977 | Time: 1654.91 ms [2021-05-29 21:02:37 main:581] : INFO : Epoch 1695 | loss: 0.0311874 | val_loss: 0.0311975 | Time: 1655.13 ms [2021-05-29 21:02:38 main:581] : INFO : Epoch 1696 | loss: 0.0311855 | val_loss: 0.0311978 | Time: 1659.45 ms [2021-05-29 21:02:40 main:581] : INFO : Epoch 1697 | loss: 0.0311862 | val_loss: 0.0311978 | Time: 1657.02 ms [2021-05-29 21:02:42 main:581] : INFO : Epoch 1698 | loss: 0.0311861 | val_loss: 0.0311967 | Time: 1652.28 ms [2021-05-29 21:02:43 main:581] : INFO : Epoch 1699 | loss: 0.0311863 | val_loss: 0.0311977 | Time: 1649.84 ms [2021-05-29 21:02:45 main:581] : INFO : Epoch 1700 | loss: 0.0311867 | val_loss: 0.0312004 | Time: 1652.4 ms [2021-05-29 21:02:46 main:581] : INFO : Epoch 1701 | loss: 0.0311866 | val_loss: 0.0311969 | Time: 1650.19 ms [2021-05-29 21:02:48 main:581] : INFO : Epoch 1702 | loss: 0.0311866 | val_loss: 0.0311976 | Time: 1650.65 ms [2021-05-29 21:02:50 main:581] : INFO : Epoch 1703 | loss: 0.0311857 | val_loss: 0.0311977 | Time: 1652.79 ms [2021-05-29 21:02:51 main:581] : INFO : Epoch 1704 | loss: 0.0311857 | val_loss: 0.0311986 | Time: 1650.26 ms [2021-05-29 21:02:53 main:581] : INFO : Epoch 1705 | loss: 0.0311859 | val_loss: 0.0311973 | Time: 1652.71 ms [2021-05-29 21:02:55 main:581] : INFO : Epoch 1706 | loss: 0.031186 | val_loss: 0.0312011 | Time: 1651.34 ms [2021-05-29 21:02:56 main:581] : INFO : Epoch 1707 | loss: 0.0311868 | val_loss: 0.0311971 | Time: 1651.81 ms [2021-05-29 21:02:58 main:581] : INFO : Epoch 1708 | loss: 0.0311864 | val_loss: 0.0311972 | Time: 1655.12 ms [2021-05-29 21:03:00 main:581] : INFO : Epoch 1709 | loss: 0.0311868 | val_loss: 0.031198 | Time: 1645.19 ms [2021-05-29 21:03:01 main:581] : INFO : Epoch 1710 | loss: 0.0311876 | val_loss: 0.0311972 | Time: 1647.68 ms [2021-05-29 21:03:03 main:581] : INFO : Epoch 1711 | loss: 0.0311858 | val_loss: 0.0311979 | Time: 1645.73 ms [2021-05-29 21:03:05 main:581] : INFO : Epoch 1712 | loss: 0.0311857 | val_loss: 0.0311967 | Time: 1650.05 ms [2021-05-29 21:03:06 main:581] : INFO : Epoch 1713 | loss: 0.0311862 | val_loss: 0.0311976 | Time: 1647.38 ms [2021-05-29 21:03:08 main:581] : INFO : Epoch 1714 | loss: 0.0311862 | val_loss: 0.0311973 | Time: 1654.08 ms [2021-05-29 21:03:10 main:581] : INFO : Epoch 1715 | loss: 0.0311863 | val_loss: 0.0312004 | Time: 1655.9 ms [2021-05-29 21:03:11 main:581] : INFO : Epoch 1716 | loss: 0.031187 | val_loss: 0.031199 | Time: 1653.21 ms [2021-05-29 21:03:13 main:581] : INFO : Epoch 1717 | loss: 0.0311875 | val_loss: 0.0311992 | Time: 1653.63 ms [2021-05-29 21:03:15 main:581] : INFO : Epoch 1718 | loss: 0.0311863 | val_loss: 0.0311992 | Time: 1652.02 ms [2021-05-29 21:03:16 main:581] : INFO : Epoch 1719 | loss: 0.0311861 | val_loss: 0.0311974 | Time: 1655.68 ms [2021-05-29 21:03:18 main:581] : INFO : Epoch 1720 | loss: 0.0311857 | val_loss: 0.0311975 | Time: 1635.96 ms [2021-05-29 21:03:19 main:581] : INFO : Epoch 1721 | loss: 0.0311874 | val_loss: 0.0311983 | Time: 1637.14 ms [2021-05-29 21:03:21 main:581] : INFO : Epoch 1722 | loss: 0.0311858 | val_loss: 0.0311971 | Time: 1641.38 ms [2021-05-29 21:03:23 main:581] : INFO : Epoch 1723 | loss: 0.0311866 | val_loss: 0.031197 | Time: 1639.7 ms [2021-05-29 21:03:24 main:581] : INFO : Epoch 1724 | loss: 0.031186 | val_loss: 0.0311979 | Time: 1618.74 ms [2021-05-29 21:03:26 main:581] : INFO : Epoch 1725 | loss: 0.0311857 | val_loss: 0.0311999 | Time: 1613.16 ms [2021-05-29 21:03:28 main:581] : INFO : Epoch 1726 | loss: 0.0311863 | val_loss: 0.031197 | Time: 1615.72 ms [2021-05-29 21:03:29 main:581] : INFO : Epoch 1727 | loss: 0.0311857 | val_loss: 0.0311988 | Time: 1618.26 ms [2021-05-29 21:03:31 main:581] : INFO : Epoch 1728 | loss: 0.0311866 | val_loss: 0.0311969 | Time: 1614.17 ms [2021-05-29 21:03:32 main:581] : INFO : Epoch 1729 | loss: 0.0311862 | val_loss: 0.031198 | Time: 1618.55 ms [2021-05-29 21:03:34 main:581] : INFO : Epoch 1730 | loss: 0.0311861 | val_loss: 0.0311999 | Time: 1616.51 ms [2021-05-29 21:03:36 main:581] : INFO : Epoch 1731 | loss: 0.031187 | val_loss: 0.0311972 | Time: 1616.31 ms [2021-05-29 21:03:37 main:581] : INFO : Epoch 1732 | loss: 0.0311871 | val_loss: 0.0311973 | Time: 1620.88 ms [2021-05-29 21:03:39 main:581] : INFO : Epoch 1733 | loss: 0.0311859 | val_loss: 0.0311967 | Time: 1624.41 ms [2021-05-29 21:03:41 main:581] : INFO : Epoch 1734 | loss: 0.0311855 | val_loss: 0.0311985 | Time: 1623.74 ms [2021-05-29 21:03:42 main:581] : INFO : Epoch 1735 | loss: 0.0311863 | val_loss: 0.0311972 | Time: 1626.69 ms [2021-05-29 21:03:44 main:581] : INFO : Epoch 1736 | loss: 0.0311857 | val_loss: 0.0311981 | Time: 1632.45 ms [2021-05-29 21:03:45 main:581] : INFO : Epoch 1737 | loss: 0.0311862 | val_loss: 0.031197 | Time: 1637.08 ms [2021-05-29 21:03:47 main:581] : INFO : Epoch 1738 | loss: 0.0311858 | val_loss: 0.0311979 | Time: 1632.06 ms [2021-05-29 21:03:49 main:581] : INFO : Epoch 1739 | loss: 0.0311858 | val_loss: 0.0311972 | Time: 1633.51 ms [2021-05-29 21:03:50 main:581] : INFO : Epoch 1740 | loss: 0.0311864 | val_loss: 0.0311992 | Time: 1626.35 ms [2021-05-29 21:03:52 main:581] : INFO : Epoch 1741 | loss: 0.0311866 | val_loss: 0.0311967 | Time: 1630.28 ms [2021-05-29 21:03:54 main:581] : INFO : Epoch 1742 | loss: 0.0311859 | val_loss: 0.0311981 | Time: 1627.39 ms [2021-05-29 21:03:55 main:581] : INFO : Epoch 1743 | loss: 0.0311859 | val_loss: 0.0311971 | Time: 1630.6 ms [2021-05-29 21:03:57 main:581] : INFO : Epoch 1744 | loss: 0.0311863 | val_loss: 0.0311968 | Time: 1629.42 ms [2021-05-29 21:03:58 main:581] : INFO : Epoch 1745 | loss: 0.031187 | val_loss: 0.0311992 | Time: 1626.76 ms [2021-05-29 21:04:00 main:581] : INFO : Epoch 1746 | loss: 0.0311865 | val_loss: 0.0311969 | Time: 1640.42 ms [2021-05-29 21:04:02 main:581] : INFO : Epoch 1747 | loss: 0.031186 | val_loss: 0.031199 | Time: 1628.69 ms [2021-05-29 21:04:03 main:581] : INFO : Epoch 1748 | loss: 0.0311866 | val_loss: 0.0311977 | Time: 1630.24 ms [2021-05-29 21:04:05 main:581] : INFO : Epoch 1749 | loss: 0.0311857 | val_loss: 0.031197 | Time: 1636 ms [2021-05-29 21:04:07 main:581] : INFO : Epoch 1750 | loss: 0.0311859 | val_loss: 0.0311973 | Time: 1634.29 ms [2021-05-29 21:04:08 main:581] : INFO : Epoch 1751 | loss: 0.031187 | val_loss: 0.0311966 | Time: 1633.92 ms [2021-05-29 21:04:10 main:581] : INFO : Epoch 1752 | loss: 0.031186 | val_loss: 0.0311999 | Time: 1626.36 ms [2021-05-29 21:04:12 main:581] : INFO : Epoch 1753 | loss: 0.0311888 | val_loss: 0.0312061 | Time: 1627.63 ms [2021-05-29 21:04:13 main:581] : INFO : Epoch 1754 | loss: 0.0311879 | val_loss: 0.0311975 | Time: 1627.15 ms [2021-05-29 21:04:15 main:581] : INFO : Epoch 1755 | loss: 0.0311881 | val_loss: 0.0312019 | Time: 1626.74 ms [2021-05-29 21:04:16 main:581] : INFO : Epoch 1756 | loss: 0.0311935 | val_loss: 0.0312004 | Time: 1626.81 ms [2021-05-29 21:04:18 main:581] : INFO : Epoch 1757 | loss: 0.0311942 | val_loss: 0.0311989 | Time: 1620.65 ms [2021-05-29 21:04:20 main:581] : INFO : Epoch 1758 | loss: 0.0311876 | val_loss: 0.0311977 | Time: 1615.62 ms [2021-05-29 21:04:21 main:581] : INFO : Epoch 1759 | loss: 0.0311871 | val_loss: 0.0311994 | Time: 1617.71 ms [2021-05-29 21:04:23 main:581] : INFO : Epoch 1760 | loss: 0.0311868 | val_loss: 0.0312013 | Time: 1622.71 ms [2021-05-29 21:04:25 main:581] : INFO : Epoch 1761 | loss: 0.0311864 | val_loss: 0.0311975 | Time: 1619.12 ms [2021-05-29 21:04:26 main:581] : INFO : Epoch 1762 | loss: 0.031186 | val_loss: 0.0311989 | Time: 1618.92 ms [2021-05-29 21:04:28 main:581] : INFO : Epoch 1763 | loss: 0.0311865 | val_loss: 0.0311967 | Time: 1623.32 ms [2021-05-29 21:04:29 main:581] : INFO : Epoch 1764 | loss: 0.0311861 | val_loss: 0.0311975 | Time: 1620.62 ms [2021-05-29 21:04:31 main:581] : INFO : Epoch 1765 | loss: 0.0311869 | val_loss: 0.0311971 | Time: 1622.21 ms [2021-05-29 21:04:33 main:581] : INFO : Epoch 1766 | loss: 0.0311859 | val_loss: 0.0311975 | Time: 1623.54 ms [2021-05-29 21:04:34 main:581] : INFO : Epoch 1767 | loss: 0.0311861 | val_loss: 0.0311982 | Time: 1623.95 ms [2021-05-29 21:04:36 main:581] : INFO : Epoch 1768 | loss: 0.0311859 | val_loss: 0.0311966 | Time: 1627.9 ms [2021-05-29 21:04:38 main:581] : INFO : Epoch 1769 | loss: 0.0311857 | val_loss: 0.0311967 | Time: 1621.47 ms [2021-05-29 21:04:39 main:581] : INFO : Epoch 1770 | loss: 0.0311857 | val_loss: 0.0311973 | Time: 1616.62 ms [2021-05-29 21:04:41 main:581] : INFO : Epoch 1771 | loss: 0.0311858 | val_loss: 0.0311969 | Time: 1623.66 ms [2021-05-29 21:04:42 main:581] : INFO : Epoch 1772 | loss: 0.0311855 | val_loss: 0.031199 | Time: 1628.07 ms [2021-05-29 21:04:44 main:581] : INFO : Epoch 1773 | loss: 0.0311868 | val_loss: 0.031197 | Time: 1624.79 ms [2021-05-29 21:04:46 main:581] : INFO : Epoch 1774 | loss: 0.031186 | val_loss: 0.0311975 | Time: 1620.58 ms [2021-05-29 21:04:47 main:581] : INFO : Epoch 1775 | loss: 0.0311865 | val_loss: 0.0311969 | Time: 1618.85 ms [2021-05-29 21:04:49 main:581] : INFO : Epoch 1776 | loss: 0.031186 | val_loss: 0.0311967 | Time: 1624.67 ms [2021-05-29 21:04:51 main:581] : INFO : Epoch 1777 | loss: 0.0311859 | val_loss: 0.0311983 | Time: 1639.95 ms [2021-05-29 21:04:52 main:581] : INFO : Epoch 1778 | loss: 0.0311858 | val_loss: 0.0311988 | Time: 1645.99 ms [2021-05-29 21:04:54 main:581] : INFO : Epoch 1779 | loss: 0.0311871 | val_loss: 0.031197 | Time: 1643.86 ms [2021-05-29 21:04:55 main:581] : INFO : Epoch 1780 | loss: 0.0311876 | val_loss: 0.0311979 | Time: 1643.59 ms [2021-05-29 21:04:57 main:581] : INFO : Epoch 1781 | loss: 0.0311861 | val_loss: 0.0311973 | Time: 1641.85 ms [2021-05-29 21:04:59 main:581] : INFO : Epoch 1782 | loss: 0.0311865 | val_loss: 0.0311968 | Time: 1641.15 ms [2021-05-29 21:05:00 main:581] : INFO : Epoch 1783 | loss: 0.0311868 | val_loss: 0.0311978 | Time: 1659.43 ms [2021-05-29 21:05:02 main:581] : INFO : Epoch 1784 | loss: 0.0311864 | val_loss: 0.0311977 | Time: 1644.49 ms [2021-05-29 21:05:04 main:581] : INFO : Epoch 1785 | loss: 0.0311866 | val_loss: 0.031197 | Time: 1643.53 ms [2021-05-29 21:05:05 main:581] : INFO : Epoch 1786 | loss: 0.0311869 | val_loss: 0.0311985 | Time: 1642.95 ms [2021-05-29 21:05:07 main:581] : INFO : Epoch 1787 | loss: 0.0311861 | val_loss: 0.0311988 | Time: 1640.55 ms [2021-05-29 21:05:09 main:581] : INFO : Epoch 1788 | loss: 0.0311865 | val_loss: 0.0311971 | Time: 1643.04 ms [2021-05-29 21:05:10 main:581] : INFO : Epoch 1789 | loss: 0.0311872 | val_loss: 0.031199 | Time: 1645.89 ms [2021-05-29 21:05:12 main:581] : INFO : Epoch 1790 | loss: 0.0311878 | val_loss: 0.0312032 | Time: 1644.9 ms [2021-05-29 21:05:14 main:581] : INFO : Epoch 1791 | loss: 0.0311872 | val_loss: 0.0311973 | Time: 1649.97 ms [2021-05-29 21:05:15 main:581] : INFO : Epoch 1792 | loss: 0.0311859 | val_loss: 0.031197 | Time: 1636.1 ms [2021-05-29 21:05:17 main:581] : INFO : Epoch 1793 | loss: 0.031186 | val_loss: 0.0311994 | Time: 1637.2 ms [2021-05-29 21:05:18 main:581] : INFO : Epoch 1794 | loss: 0.0311857 | val_loss: 0.0311974 | Time: 1625.28 ms [2021-05-29 21:05:20 main:581] : INFO : Epoch 1795 | loss: 0.0311858 | val_loss: 0.0311974 | Time: 1628.21 ms [2021-05-29 21:05:22 main:581] : INFO : Epoch 1796 | loss: 0.0311855 | val_loss: 0.0311979 | Time: 1630.33 ms [2021-05-29 21:05:23 main:581] : INFO : Epoch 1797 | loss: 0.0311868 | val_loss: 0.0311986 | Time: 1623.57 ms [2021-05-29 21:05:25 main:581] : INFO : Epoch 1798 | loss: 0.0311874 | val_loss: 0.0311993 | Time: 1607.83 ms [2021-05-29 21:05:27 main:581] : INFO : Epoch 1799 | loss: 0.0311865 | val_loss: 0.0311982 | Time: 1624.25 ms [2021-05-29 21:05:28 main:581] : INFO : Epoch 1800 | loss: 0.0311859 | val_loss: 0.0311969 | Time: 1621.94 ms [2021-05-29 21:05:30 main:581] : INFO : Epoch 1801 | loss: 0.0311858 | val_loss: 0.0312002 | Time: 1635.69 ms [2021-05-29 21:05:31 main:581] : INFO : Epoch 1802 | loss: 0.0311865 | val_loss: 0.0311968 | Time: 1638.65 ms [2021-05-29 21:05:33 main:581] : INFO : Epoch 1803 | loss: 0.0311861 | val_loss: 0.0311984 | Time: 1639.6 ms [2021-05-29 21:05:35 main:581] : INFO : Epoch 1804 | loss: 0.0311859 | val_loss: 0.0311992 | Time: 1639.66 ms [2021-05-29 21:05:36 main:581] : INFO : Epoch 1805 | loss: 0.0311857 | val_loss: 0.0311973 | Time: 1637.65 ms [2021-05-29 21:05:38 main:581] : INFO : Epoch 1806 | loss: 0.0311855 | val_loss: 0.0311967 | Time: 1636.95 ms [2021-05-29 21:05:40 main:581] : INFO : Epoch 1807 | loss: 0.0311865 | val_loss: 0.0311972 | Time: 1633.88 ms [2021-05-29 21:05:41 main:581] : INFO : Epoch 1808 | loss: 0.0311857 | val_loss: 0.0311971 | Time: 1637.37 ms [2021-05-29 21:05:43 main:581] : INFO : Epoch 1809 | loss: 0.0311859 | val_loss: 0.0311972 | Time: 1634.07 ms [2021-05-29 21:05:45 main:581] : INFO : Epoch 1810 | loss: 0.0311855 | val_loss: 0.0311968 | Time: 1633.45 ms [2021-05-29 21:05:46 main:581] : INFO : Epoch 1811 | loss: 0.0311857 | val_loss: 0.0311981 | Time: 1643.09 ms [2021-05-29 21:05:48 main:581] : INFO : Epoch 1812 | loss: 0.0311862 | val_loss: 0.0311976 | Time: 1637.55 ms [2021-05-29 21:05:49 main:581] : INFO : Epoch 1813 | loss: 0.0311866 | val_loss: 0.0311974 | Time: 1637.09 ms [2021-05-29 21:05:51 main:581] : INFO : Epoch 1814 | loss: 0.0311861 | val_loss: 0.0311976 | Time: 1637.09 ms [2021-05-29 21:05:53 main:581] : INFO : Epoch 1815 | loss: 0.0311868 | val_loss: 0.0311998 | Time: 1639.44 ms [2021-05-29 21:05:54 main:581] : INFO : Epoch 1816 | loss: 0.0311863 | val_loss: 0.0311971 | Time: 1640.19 ms [2021-05-29 21:05:56 main:581] : INFO : Epoch 1817 | loss: 0.0311855 | val_loss: 0.0311985 | Time: 1640.52 ms [2021-05-29 21:05:58 main:581] : INFO : Epoch 1818 | loss: 0.0311858 | val_loss: 0.0311989 | Time: 1631.25 ms [2021-05-29 21:05:59 main:581] : INFO : Epoch 1819 | loss: 0.031187 | val_loss: 0.0311986 | Time: 1638.03 ms [2021-05-29 21:06:01 main:581] : INFO : Epoch 1820 | loss: 0.0311865 | val_loss: 0.0311972 | Time: 1649.39 ms [2021-05-29 21:06:03 main:581] : INFO : Epoch 1821 | loss: 0.0311876 | val_loss: 0.0311992 | Time: 1635.09 ms [2021-05-29 21:06:04 main:581] : INFO : Epoch 1822 | loss: 0.0311871 | val_loss: 0.0311993 | Time: 1640.96 ms [2021-05-29 21:06:06 main:581] : INFO : Epoch 1823 | loss: 0.0311861 | val_loss: 0.0311973 | Time: 1634.13 ms [2021-05-29 21:06:07 main:581] : INFO : Epoch 1824 | loss: 0.0311863 | val_loss: 0.0311973 | Time: 1628.92 ms [2021-05-29 21:06:09 main:581] : INFO : Epoch 1825 | loss: 0.0311863 | val_loss: 0.0311982 | Time: 1626.45 ms [2021-05-29 21:06:11 main:581] : INFO : Epoch 1826 | loss: 0.0311865 | val_loss: 0.0311969 | Time: 1631.24 ms [2021-05-29 21:06:12 main:581] : INFO : Epoch 1827 | loss: 0.031186 | val_loss: 0.0311985 | Time: 1639.84 ms [2021-05-29 21:06:14 main:581] : INFO : Epoch 1828 | loss: 0.0311861 | val_loss: 0.0311983 | Time: 1630.66 ms [2021-05-29 21:06:16 main:581] : INFO : Epoch 1829 | loss: 0.0311862 | val_loss: 0.0311986 | Time: 1636.38 ms [2021-05-29 21:06:17 main:581] : INFO : Epoch 1830 | loss: 0.0311885 | val_loss: 0.0312001 | Time: 1639.02 ms [2021-05-29 21:06:19 main:581] : INFO : Epoch 1831 | loss: 0.0311889 | val_loss: 0.0311999 | Time: 1634.56 ms [2021-05-29 21:06:21 main:581] : INFO : Epoch 1832 | loss: 0.0311864 | val_loss: 0.0311976 | Time: 1633.12 ms [2021-05-29 21:06:22 main:581] : INFO : Epoch 1833 | loss: 0.0311862 | val_loss: 0.0311979 | Time: 1629.73 ms [2021-05-29 21:06:24 main:581] : INFO : Epoch 1834 | loss: 0.0311859 | val_loss: 0.0311994 | Time: 1626.82 ms [2021-05-29 21:06:25 main:581] : INFO : Epoch 1835 | loss: 0.031186 | val_loss: 0.0311968 | Time: 1629.22 ms [2021-05-29 21:06:27 main:581] : INFO : Epoch 1836 | loss: 0.0311863 | val_loss: 0.0311978 | Time: 1632.95 ms [2021-05-29 21:06:29 main:581] : INFO : Epoch 1837 | loss: 0.0311858 | val_loss: 0.0311977 | Time: 1631.1 ms [2021-05-29 21:06:30 main:581] : INFO : Epoch 1838 | loss: 0.0311863 | val_loss: 0.0312038 | Time: 1630.45 ms [2021-05-29 21:06:32 main:581] : INFO : Epoch 1839 | loss: 0.0311893 | val_loss: 0.0311995 | Time: 1630.01 ms [2021-05-29 21:06:34 main:581] : INFO : Epoch 1840 | loss: 0.0311881 | val_loss: 0.0311978 | Time: 1633.51 ms [2021-05-29 21:06:35 main:581] : INFO : Epoch 1841 | loss: 0.0311866 | val_loss: 0.0311996 | Time: 1631.36 ms [2021-05-29 21:06:37 main:581] : INFO : Epoch 1842 | loss: 0.0311878 | val_loss: 0.0312019 | Time: 1632.13 ms [2021-05-29 21:06:38 main:581] : INFO : Epoch 1843 | loss: 0.0311885 | val_loss: 0.0311982 | Time: 1627.72 ms [2021-05-29 21:06:40 main:581] : INFO : Epoch 1844 | loss: 0.0311869 | val_loss: 0.0311972 | Time: 1627.89 ms [2021-05-29 21:06:42 main:581] : INFO : Epoch 1845 | loss: 0.0311872 | val_loss: 0.0311974 | Time: 1630.22 ms [2021-05-29 21:06:43 main:581] : INFO : Epoch 1846 | loss: 0.0311861 | val_loss: 0.0311968 | Time: 1631.65 ms [2021-05-29 21:06:45 main:581] : INFO : Epoch 1847 | loss: 0.031187 | val_loss: 0.0311994 | Time: 1632.16 ms [2021-05-29 21:06:47 main:581] : INFO : Epoch 1848 | loss: 0.0311861 | val_loss: 0.0311969 | Time: 1638.59 ms [2021-05-29 21:06:48 main:581] : INFO : Epoch 1849 | loss: 0.0311862 | val_loss: 0.0311969 | Time: 1634.63 ms [2021-05-29 21:06:50 main:581] : INFO : Epoch 1850 | loss: 0.031186 | val_loss: 0.0311981 | Time: 1633.35 ms [2021-05-29 21:06:52 main:581] : INFO : Epoch 1851 | loss: 0.0311866 | val_loss: 0.0311973 | Time: 1632.98 ms [2021-05-29 21:06:53 main:581] : INFO : Epoch 1852 | loss: 0.031187 | val_loss: 0.0311989 | Time: 1639.53 ms [2021-05-29 21:06:55 main:581] : INFO : Epoch 1853 | loss: 0.0311889 | val_loss: 0.0311995 | Time: 1634.33 ms [2021-05-29 21:06:56 main:581] : INFO : Epoch 1854 | loss: 0.0311867 | val_loss: 0.0311974 | Time: 1633.08 ms [2021-05-29 21:06:58 main:581] : INFO : Epoch 1855 | loss: 0.0311861 | val_loss: 0.0311986 | Time: 1633.67 ms [2021-05-29 21:07:00 main:581] : INFO : Epoch 1856 | loss: 0.0311859 | val_loss: 0.0311977 | Time: 1635.07 ms [2021-05-29 21:07:01 main:581] : INFO : Epoch 1857 | loss: 0.0311862 | val_loss: 0.0311978 | Time: 1642.48 ms [2021-05-29 21:07:03 main:581] : INFO : Epoch 1858 | loss: 0.0311858 | val_loss: 0.0311972 | Time: 1632.81 ms [2021-05-29 21:07:05 main:581] : INFO : Epoch 1859 | loss: 0.0311858 | val_loss: 0.0311974 | Time: 1642.5 ms [2021-05-29 21:07:06 main:581] : INFO : Epoch 1860 | loss: 0.0311855 | val_loss: 0.0311975 | Time: 1636.25 ms [2021-05-29 21:07:08 main:581] : INFO : Epoch 1861 | loss: 0.0311857 | val_loss: 0.0311971 | Time: 1636.47 ms [2021-05-29 21:07:10 main:581] : INFO : Epoch 1862 | loss: 0.0311874 | val_loss: 0.0311975 | Time: 1640.65 ms [2021-05-29 21:07:11 main:581] : INFO : Epoch 1863 | loss: 0.0311868 | val_loss: 0.0312 | Time: 1637.41 ms [2021-05-29 21:07:13 main:581] : INFO : Epoch 1864 | loss: 0.031187 | val_loss: 0.0311979 | Time: 1636.73 ms [2021-05-29 21:07:14 main:581] : INFO : Epoch 1865 | loss: 0.0311871 | val_loss: 0.031198 | Time: 1643.02 ms [2021-05-29 21:07:16 main:581] : INFO : Epoch 1866 | loss: 0.0311864 | val_loss: 0.0311976 | Time: 1641.46 ms [2021-05-29 21:07:18 main:581] : INFO : Epoch 1867 | loss: 0.0311863 | val_loss: 0.0311985 | Time: 1640.91 ms [2021-05-29 21:07:19 main:581] : INFO : Epoch 1868 | loss: 0.0311858 | val_loss: 0.0311975 | Time: 1649.54 ms [2021-05-29 21:07:21 main:581] : INFO : Epoch 1869 | loss: 0.0311862 | val_loss: 0.0311967 | Time: 1655.56 ms [2021-05-29 21:07:23 main:581] : INFO : Epoch 1870 | loss: 0.0311859 | val_loss: 0.0311984 | Time: 1654.48 ms [2021-05-29 21:07:24 main:581] : INFO : Epoch 1871 | loss: 0.0311864 | val_loss: 0.0311984 | Time: 1658.63 ms [2021-05-29 21:07:26 main:581] : INFO : Epoch 1872 | loss: 0.0311861 | val_loss: 0.0311969 | Time: 1655.9 ms [2021-05-29 21:07:28 main:581] : INFO : Epoch 1873 | loss: 0.0311861 | val_loss: 0.031199 | Time: 1652.8 ms [2021-05-29 21:07:29 main:581] : INFO : Epoch 1874 | loss: 0.0311865 | val_loss: 0.0311967 | Time: 1660.49 ms [2021-05-29 21:07:31 main:581] : INFO : Epoch 1875 | loss: 0.0311867 | val_loss: 0.0311998 | Time: 1658.58 ms [2021-05-29 21:07:33 main:581] : INFO : Epoch 1876 | loss: 0.0311864 | val_loss: 0.0311966 | Time: 1660.33 ms [2021-05-29 21:07:34 main:581] : INFO : Epoch 1877 | loss: 0.0311857 | val_loss: 0.0311967 | Time: 1651 ms [2021-05-29 21:07:36 main:581] : INFO : Epoch 1878 | loss: 0.0311858 | val_loss: 0.0311977 | Time: 1658.95 ms [2021-05-29 21:07:38 main:581] : INFO : Epoch 1879 | loss: 0.0311859 | val_loss: 0.0311984 | Time: 1658.07 ms [2021-05-29 21:07:39 main:581] : INFO : Epoch 1880 | loss: 0.031186 | val_loss: 0.0312001 | Time: 1654.49 ms [2021-05-29 21:07:41 main:581] : INFO : Epoch 1881 | loss: 0.0311874 | val_loss: 0.0311981 | Time: 1658.21 ms [2021-05-29 21:07:43 main:581] : INFO : Epoch 1882 | loss: 0.0311872 | val_loss: 0.0312017 | Time: 1660.7 ms [2021-05-29 21:07:44 main:581] : INFO : Epoch 1883 | loss: 0.0311866 | val_loss: 0.0311989 | Time: 1654.54 ms [2021-05-29 21:07:46 main:581] : INFO : Epoch 1884 | loss: 0.0311864 | val_loss: 0.0311989 | Time: 1650.88 ms [2021-05-29 21:07:48 main:581] : INFO : Epoch 1885 | loss: 0.031187 | val_loss: 0.0311991 | Time: 1660.48 ms [2021-05-29 21:07:49 main:581] : INFO : Epoch 1886 | loss: 0.0311865 | val_loss: 0.031197 | Time: 1656.01 ms [2021-05-29 21:07:51 main:581] : INFO : Epoch 1887 | loss: 0.0311862 | val_loss: 0.0311998 | Time: 1651.46 ms [2021-05-29 21:07:53 main:581] : INFO : Epoch 1888 | loss: 0.0311863 | val_loss: 0.0311978 | Time: 1657.26 ms [2021-05-29 21:07:54 main:581] : INFO : Epoch 1889 | loss: 0.0311874 | val_loss: 0.0311974 | Time: 1657.76 ms [2021-05-29 21:07:56 main:581] : INFO : Epoch 1890 | loss: 0.0311868 | val_loss: 0.0312001 | Time: 1655.4 ms [2021-05-29 21:07:58 main:581] : INFO : Epoch 1891 | loss: 0.0311865 | val_loss: 0.0311977 | Time: 1657.87 ms [2021-05-29 21:07:59 main:581] : INFO : Epoch 1892 | loss: 0.031186 | val_loss: 0.031198 | Time: 1660.5 ms [2021-05-29 21:08:01 main:581] : INFO : Epoch 1893 | loss: 0.0311862 | val_loss: 0.031199 | Time: 1670.2 ms [2021-05-29 21:08:02 main:581] : INFO : Epoch 1894 | loss: 0.0311863 | val_loss: 0.0311979 | Time: 1650.33 ms [2021-05-29 21:08:04 main:581] : INFO : Epoch 1895 | loss: 0.0311865 | val_loss: 0.0312031 | Time: 1653.09 ms [2021-05-29 21:08:06 main:581] : INFO : Epoch 1896 | loss: 0.0311876 | val_loss: 0.0311977 | Time: 1651.84 ms [2021-05-29 21:08:07 main:581] : INFO : Epoch 1897 | loss: 0.0311877 | val_loss: 0.0311977 | Time: 1655.4 ms [2021-05-29 21:08:09 main:581] : INFO : Epoch 1898 | loss: 0.0311863 | val_loss: 0.031197 | Time: 1653.74 ms [2021-05-29 21:08:11 main:581] : INFO : Epoch 1899 | loss: 0.0311861 | val_loss: 0.0312003 | Time: 1655.83 ms [2021-05-29 21:08:12 main:581] : INFO : Epoch 1900 | loss: 0.0311865 | val_loss: 0.0311976 | Time: 1654.61 ms [2021-05-29 21:08:14 main:581] : INFO : Epoch 1901 | loss: 0.0311857 | val_loss: 0.0311966 | Time: 1651.55 ms [2021-05-29 21:08:16 main:581] : INFO : Epoch 1902 | loss: 0.0311865 | val_loss: 0.0311987 | Time: 1655.87 ms [2021-05-29 21:08:17 main:581] : INFO : Epoch 1903 | loss: 0.0311866 | val_loss: 0.0311976 | Time: 1656.1 ms [2021-05-29 21:08:19 main:581] : INFO : Epoch 1904 | loss: 0.0311856 | val_loss: 0.0311974 | Time: 1653.9 ms [2021-05-29 21:08:21 main:581] : INFO : Epoch 1905 | loss: 0.0311862 | val_loss: 0.0312019 | Time: 1654.06 ms [2021-05-29 21:08:22 main:581] : INFO : Epoch 1906 | loss: 0.0311862 | val_loss: 0.0311979 | Time: 1658.67 ms [2021-05-29 21:08:24 main:581] : INFO : Epoch 1907 | loss: 0.0311874 | val_loss: 0.0311988 | Time: 1651.31 ms [2021-05-29 21:08:26 main:581] : INFO : Epoch 1908 | loss: 0.0311863 | val_loss: 0.0311981 | Time: 1652.68 ms [2021-05-29 21:08:27 main:581] : INFO : Epoch 1909 | loss: 0.0311858 | val_loss: 0.0311973 | Time: 1660.48 ms [2021-05-29 21:08:29 main:581] : INFO : Epoch 1910 | loss: 0.0311867 | val_loss: 0.0311983 | Time: 1655.13 ms [2021-05-29 21:08:31 main:581] : INFO : Epoch 1911 | loss: 0.0311865 | val_loss: 0.031199 | Time: 1652.5 ms [2021-05-29 21:08:32 main:581] : INFO : Epoch 1912 | loss: 0.0311862 | val_loss: 0.0311974 | Time: 1654.72 ms [2021-05-29 21:08:34 main:581] : INFO : Epoch 1913 | loss: 0.031186 | val_loss: 0.0311992 | Time: 1658.91 ms [2021-05-29 21:08:36 main:581] : INFO : Epoch 1914 | loss: 0.0311867 | val_loss: 0.0311984 | Time: 1653.72 ms [2021-05-29 21:08:37 main:581] : INFO : Epoch 1915 | loss: 0.0311862 | val_loss: 0.0311968 | Time: 1655.64 ms [2021-05-29 21:08:39 main:581] : INFO : Epoch 1916 | loss: 0.0311865 | val_loss: 0.0311992 | Time: 1657.74 ms [2021-05-29 21:08:41 main:581] : INFO : Epoch 1917 | loss: 0.0311862 | val_loss: 0.0311968 | Time: 1652.59 ms [2021-05-29 21:08:42 main:581] : INFO : Epoch 1918 | loss: 0.031186 | val_loss: 0.0311972 | Time: 1654.78 ms [2021-05-29 21:08:44 main:581] : INFO : Epoch 1919 | loss: 0.0311865 | val_loss: 0.0311976 | Time: 1656.51 ms [2021-05-29 21:08:46 main:581] : INFO : Epoch 1920 | loss: 0.0311874 | val_loss: 0.0311973 | Time: 1654.49 ms [2021-05-29 21:08:47 main:581] : INFO : Epoch 1921 | loss: 0.031188 | val_loss: 0.0311988 | Time: 1654.59 ms [2021-05-29 21:08:49 main:581] : INFO : Epoch 1922 | loss: 0.0311871 | val_loss: 0.0311975 | Time: 1654.84 ms [2021-05-29 21:08:50 main:581] : INFO : Epoch 1923 | loss: 0.031187 | val_loss: 0.0311979 | Time: 1654.38 ms [2021-05-29 21:08:52 main:581] : INFO : Epoch 1924 | loss: 0.0311869 | val_loss: 0.0311986 | Time: 1659.25 ms [2021-05-29 21:08:54 main:581] : INFO : Epoch 1925 | loss: 0.0311867 | val_loss: 0.031197 | Time: 1653.61 ms [2021-05-29 21:08:55 main:581] : INFO : Epoch 1926 | loss: 0.0311868 | val_loss: 0.0311981 | Time: 1647.34 ms [2021-05-29 21:08:57 main:581] : INFO : Epoch 1927 | loss: 0.0311869 | val_loss: 0.0311983 | Time: 1661.95 ms [2021-05-29 21:08:59 main:581] : INFO : Epoch 1928 | loss: 0.0311856 | val_loss: 0.0311987 | Time: 1657.07 ms [2021-05-29 21:09:00 main:581] : INFO : Epoch 1929 | loss: 0.031186 | val_loss: 0.0311972 | Time: 1664.16 ms [2021-05-29 21:09:02 main:581] : INFO : Epoch 1930 | loss: 0.0311856 | val_loss: 0.0311975 | Time: 1659.26 ms [2021-05-29 21:09:04 main:581] : INFO : Epoch 1931 | loss: 0.0311856 | val_loss: 0.0311972 | Time: 1658.02 ms [2021-05-29 21:09:05 main:581] : INFO : Epoch 1932 | loss: 0.0311861 | val_loss: 0.0311968 | Time: 1653.51 ms [2021-05-29 21:09:07 main:581] : INFO : Epoch 1933 | loss: 0.0311862 | val_loss: 0.031199 | Time: 1655.59 ms [2021-05-29 21:09:09 main:581] : INFO : Epoch 1934 | loss: 0.0311861 | val_loss: 0.0311971 | Time: 1656.92 ms [2021-05-29 21:09:10 main:581] : INFO : Epoch 1935 | loss: 0.0311861 | val_loss: 0.0311985 | Time: 1656.13 ms [2021-05-29 21:09:12 main:581] : INFO : Epoch 1936 | loss: 0.0311863 | val_loss: 0.0311974 | Time: 1649.89 ms [2021-05-29 21:09:14 main:581] : INFO : Epoch 1937 | loss: 0.0311865 | val_loss: 0.0312005 | Time: 1654.77 ms [2021-05-29 21:09:15 main:581] : INFO : Epoch 1938 | loss: 0.031186 | val_loss: 0.0311989 | Time: 1652.84 ms [2021-05-29 21:09:17 main:581] : INFO : Epoch 1939 | loss: 0.0311861 | val_loss: 0.0311977 | Time: 1651.24 ms [2021-05-29 21:09:19 main:581] : INFO : Epoch 1940 | loss: 0.031186 | val_loss: 0.0311966 | Time: 1653.38 ms [2021-05-29 21:09:20 main:581] : INFO : Epoch 1941 | loss: 0.0311861 | val_loss: 0.0311979 | Time: 1656.35 ms [2021-05-29 21:09:22 main:581] : INFO : Epoch 1942 | loss: 0.0311881 | val_loss: 0.0312015 | Time: 1655.82 ms [2021-05-29 21:09:24 main:581] : INFO : Epoch 1943 | loss: 0.0311876 | val_loss: 0.031197 | Time: 1658.39 ms [2021-05-29 21:09:25 main:581] : INFO : Epoch 1944 | loss: 0.0311864 | val_loss: 0.0311981 | Time: 1659.1 ms [2021-05-29 21:09:27 main:581] : INFO : Epoch 1945 | loss: 0.0311866 | val_loss: 0.0311972 | Time: 1655.77 ms [2021-05-29 21:09:29 main:581] : INFO : Epoch 1946 | loss: 0.0311859 | val_loss: 0.0311976 | Time: 1656.99 ms [2021-05-29 21:09:30 main:581] : INFO : Epoch 1947 | loss: 0.0311859 | val_loss: 0.0311989 | Time: 1650.91 ms [2021-05-29 21:09:32 main:581] : INFO : Epoch 1948 | loss: 0.0311869 | val_loss: 0.0311976 | Time: 1658.96 ms [2021-05-29 21:09:34 main:581] : INFO : Epoch 1949 | loss: 0.0311859 | val_loss: 0.0311976 | Time: 1654.19 ms [2021-05-29 21:09:35 main:581] : INFO : Epoch 1950 | loss: 0.0311859 | val_loss: 0.0311974 | Time: 1651.11 ms [2021-05-29 21:09:37 main:581] : INFO : Epoch 1951 | loss: 0.0311855 | val_loss: 0.0311979 | Time: 1654.94 ms [2021-05-29 21:09:39 main:581] : INFO : Epoch 1952 | loss: 0.0311857 | val_loss: 0.0311978 | Time: 1656.31 ms [2021-05-29 21:09:40 main:581] : INFO : Epoch 1953 | loss: 0.0311863 | val_loss: 0.0311969 | Time: 1654.04 ms [2021-05-29 21:09:42 main:581] : INFO : Epoch 1954 | loss: 0.0311857 | val_loss: 0.0311968 | Time: 1654.49 ms [2021-05-29 21:09:43 main:581] : INFO : Epoch 1955 | loss: 0.0311872 | val_loss: 0.0311998 | Time: 1657.5 ms [2021-05-29 21:09:45 main:581] : INFO : Epoch 1956 | loss: 0.0311873 | val_loss: 0.0311977 | Time: 1656.91 ms [2021-05-29 21:09:47 main:581] : INFO : Epoch 1957 | loss: 0.0311859 | val_loss: 0.0311982 | Time: 1653.37 ms [2021-05-29 21:09:48 main:581] : INFO : Epoch 1958 | loss: 0.031187 | val_loss: 0.0311969 | Time: 1657.44 ms [2021-05-29 21:09:50 main:581] : INFO : Epoch 1959 | loss: 0.0311864 | val_loss: 0.0311975 | Time: 1656.47 ms [2021-05-29 21:09:52 main:581] : INFO : Epoch 1960 | loss: 0.0311865 | val_loss: 0.0311986 | Time: 1653.96 ms [2021-05-29 21:09:53 main:581] : INFO : Epoch 1961 | loss: 0.0311858 | val_loss: 0.0311975 | Time: 1655.15 ms [2021-05-29 21:09:55 main:581] : INFO : Epoch 1962 | loss: 0.0311857 | val_loss: 0.031197 | Time: 1658.16 ms [2021-05-29 21:09:57 main:581] : INFO : Epoch 1963 | loss: 0.0311859 | val_loss: 0.0312031 | Time: 1662.52 ms [2021-05-29 21:09:58 main:581] : INFO : Epoch 1964 | loss: 0.0311879 | val_loss: 0.031197 | Time: 1656.99 ms [2021-05-29 21:10:00 main:581] : INFO : Epoch 1965 | loss: 0.0311866 | val_loss: 0.031198 | Time: 1672.77 ms [2021-05-29 21:10:02 main:581] : INFO : Epoch 1966 | loss: 0.0311871 | val_loss: 0.0311981 | Time: 1657.5 ms [2021-05-29 21:10:03 main:581] : INFO : Epoch 1967 | loss: 0.0311859 | val_loss: 0.0311979 | Time: 1655.54 ms [2021-05-29 21:10:05 main:581] : INFO : Epoch 1968 | loss: 0.0311868 | val_loss: 0.0311972 | Time: 1653.75 ms [2021-05-29 21:10:07 main:581] : INFO : Epoch 1969 | loss: 0.0311857 | val_loss: 0.0311971 | Time: 1657.31 ms [2021-05-29 21:10:08 main:581] : INFO : Epoch 1970 | loss: 0.031186 | val_loss: 0.031197 | Time: 1656.72 ms [2021-05-29 21:10:10 main:581] : INFO : Epoch 1971 | loss: 0.0311858 | val_loss: 0.0311986 | Time: 1647.85 ms [2021-05-29 21:10:12 main:581] : INFO : Epoch 1972 | loss: 0.031186 | val_loss: 0.0311975 | Time: 1658.4 ms [2021-05-29 21:10:13 main:581] : INFO : Epoch 1973 | loss: 0.0311865 | val_loss: 0.0311998 | Time: 1658.33 ms [2021-05-29 21:10:15 main:581] : INFO : Epoch 1974 | loss: 0.0311864 | val_loss: 0.0311967 | Time: 1653.08 ms [2021-05-29 21:10:17 main:581] : INFO : Epoch 1975 | loss: 0.0311867 | val_loss: 0.0311974 | Time: 1652.08 ms [2021-05-29 21:10:18 main:581] : INFO : Epoch 1976 | loss: 0.031186 | val_loss: 0.0311972 | Time: 1657.68 ms [2021-05-29 21:10:20 main:581] : INFO : Epoch 1977 | loss: 0.0311862 | val_loss: 0.0312004 | Time: 1654.02 ms [2021-05-29 21:10:22 main:581] : INFO : Epoch 1978 | loss: 0.0311872 | val_loss: 0.0311994 | Time: 1652.5 ms [2021-05-29 21:10:23 main:581] : INFO : Epoch 1979 | loss: 0.0311898 | val_loss: 0.0311976 | Time: 1658.03 ms [2021-05-29 21:10:25 main:581] : INFO : Epoch 1980 | loss: 0.0311905 | val_loss: 0.0312012 | Time: 1654.16 ms [2021-05-29 21:10:27 main:581] : INFO : Epoch 1981 | loss: 0.0311978 | val_loss: 0.0312056 | Time: 1652.4 ms [2021-05-29 21:10:28 main:581] : INFO : Epoch 1982 | loss: 0.0311887 | val_loss: 0.0311987 | Time: 1653.4 ms [2021-05-29 21:10:30 main:581] : INFO : Epoch 1983 | loss: 0.0311871 | val_loss: 0.0311982 | Time: 1659.17 ms [2021-05-29 21:10:32 main:581] : INFO : Epoch 1984 | loss: 0.0311875 | val_loss: 0.031198 | Time: 1654.12 ms [2021-05-29 21:10:33 main:581] : INFO : Epoch 1985 | loss: 0.0311873 | val_loss: 0.0311987 | Time: 1652.81 ms [2021-05-29 21:10:35 main:581] : INFO : Epoch 1986 | loss: 0.0311876 | val_loss: 0.0311972 | Time: 1657.47 ms [2021-05-29 21:10:36 main:581] : INFO : Epoch 1987 | loss: 0.0311859 | val_loss: 0.0311973 | Time: 1660.21 ms [2021-05-29 21:10:38 main:581] : INFO : Epoch 1988 | loss: 0.0311856 | val_loss: 0.0311969 | Time: 1653.51 ms [2021-05-29 21:10:40 main:581] : INFO : Epoch 1989 | loss: 0.031186 | val_loss: 0.0311991 | Time: 1657.14 ms [2021-05-29 21:10:41 main:581] : INFO : Epoch 1990 | loss: 0.0311861 | val_loss: 0.0311968 | Time: 1663.11 ms [2021-05-29 21:10:43 main:581] : INFO : Epoch 1991 | loss: 0.0311865 | val_loss: 0.0311977 | Time: 1654.72 ms [2021-05-29 21:10:45 main:581] : INFO : Epoch 1992 | loss: 0.0311871 | val_loss: 0.0311967 | Time: 1654.24 ms [2021-05-29 21:10:46 main:581] : INFO : Epoch 1993 | loss: 0.0311864 | val_loss: 0.0311978 | Time: 1657.55 ms [2021-05-29 21:10:48 main:581] : INFO : Epoch 1994 | loss: 0.0311871 | val_loss: 0.031199 | Time: 1653.59 ms [2021-05-29 21:10:50 main:581] : INFO : Epoch 1995 | loss: 0.0311878 | val_loss: 0.0311973 | Time: 1652.49 ms [2021-05-29 21:10:51 main:581] : INFO : Epoch 1996 | loss: 0.031186 | val_loss: 0.0311977 | Time: 1652.69 ms [2021-05-29 21:10:53 main:581] : INFO : Epoch 1997 | loss: 0.0311863 | val_loss: 0.0312013 | Time: 1656.64 ms [2021-05-29 21:10:55 main:581] : INFO : Epoch 1998 | loss: 0.0311866 | val_loss: 0.0311972 | Time: 1655.82 ms [2021-05-29 21:10:56 main:581] : INFO : Epoch 1999 | loss: 0.0311859 | val_loss: 0.0311971 | Time: 1651.72 ms [2021-05-29 21:10:58 main:581] : INFO : Epoch 2000 | loss: 0.0311858 | val_loss: 0.0311967 | Time: 1654.57 ms [2021-05-29 21:11:00 main:581] : INFO : Epoch 2001 | loss: 0.0311864 | val_loss: 0.0312014 | Time: 1652.66 ms [2021-05-29 21:11:01 main:581] : INFO : Epoch 2002 | loss: 0.0311874 | val_loss: 0.0311984 | Time: 1655.14 ms [2021-05-29 21:11:03 main:581] : INFO : Epoch 2003 | loss: 0.0311872 | val_loss: 0.0311987 | Time: 1655.61 ms [2021-05-29 21:11:05 main:581] : INFO : Epoch 2004 | loss: 0.0311867 | val_loss: 0.0311977 | Time: 1657.09 ms [2021-05-29 21:11:06 main:581] : INFO : Epoch 2005 | loss: 0.0311868 | val_loss: 0.0311966 | Time: 1655.95 ms [2021-05-29 21:11:08 main:581] : INFO : Epoch 2006 | loss: 0.0311858 | val_loss: 0.0311974 | Time: 1654.49 ms [2021-05-29 21:11:10 main:581] : INFO : Epoch 2007 | loss: 0.031186 | val_loss: 0.0311971 | Time: 1658.18 ms [2021-05-29 21:11:11 main:581] : INFO : Epoch 2008 | loss: 0.0311858 | val_loss: 0.0311978 | Time: 1658.74 ms [2021-05-29 21:11:13 main:581] : INFO : Epoch 2009 | loss: 0.0311862 | val_loss: 0.0311972 | Time: 1653.17 ms [2021-05-29 21:11:15 main:581] : INFO : Epoch 2010 | loss: 0.031186 | val_loss: 0.0311985 | Time: 1653.18 ms [2021-05-29 21:11:16 main:581] : INFO : Epoch 2011 | loss: 0.0311862 | val_loss: 0.0311984 | Time: 1657.5 ms [2021-05-29 21:11:18 main:581] : INFO : Epoch 2012 | loss: 0.0311871 | val_loss: 0.0311971 | Time: 1651.6 ms [2021-05-29 21:11:20 main:581] : INFO : Epoch 2013 | loss: 0.0311878 | val_loss: 0.0312014 | Time: 1652.78 ms [2021-05-29 21:11:21 main:581] : INFO : Epoch 2014 | loss: 0.0311873 | val_loss: 0.0311991 | Time: 1659.41 ms [2021-05-29 21:11:23 main:581] : INFO : Epoch 2015 | loss: 0.0311862 | val_loss: 0.0311977 | Time: 1659.93 ms [2021-05-29 21:11:24 main:581] : INFO : Epoch 2016 | loss: 0.0311858 | val_loss: 0.0311987 | Time: 1654.74 ms [2021-05-29 21:11:26 main:581] : INFO : Epoch 2017 | loss: 0.031186 | val_loss: 0.031197 | Time: 1653.68 ms [2021-05-29 21:11:28 main:581] : INFO : Epoch 2018 | loss: 0.0311858 | val_loss: 0.0311985 | Time: 1658.49 ms [2021-05-29 21:11:29 main:581] : INFO : Epoch 2019 | loss: 0.0311871 | val_loss: 0.0311983 | Time: 1663.3 ms [2021-05-29 21:11:31 main:581] : INFO : Epoch 2020 | loss: 0.0311863 | val_loss: 0.0311992 | Time: 1658.81 ms [2021-05-29 21:11:33 main:581] : INFO : Epoch 2021 | loss: 0.0311873 | val_loss: 0.0311984 | Time: 1658.91 ms [2021-05-29 21:11:34 main:581] : INFO : Epoch 2022 | loss: 0.031186 | val_loss: 0.0311981 | Time: 1654.48 ms [2021-05-29 21:11:36 main:581] : INFO : Epoch 2023 | loss: 0.0311863 | val_loss: 0.0311968 | Time: 1652.64 ms [2021-05-29 21:11:38 main:581] : INFO : Epoch 2024 | loss: 0.0311865 | val_loss: 0.0311978 | Time: 1651.65 ms [2021-05-29 21:11:39 main:581] : INFO : Epoch 2025 | loss: 0.0311871 | val_loss: 0.0312034 | Time: 1655.88 ms [2021-05-29 21:11:41 main:581] : INFO : Epoch 2026 | loss: 0.0311882 | val_loss: 0.0312016 | Time: 1657.14 ms [2021-05-29 21:11:43 main:581] : INFO : Epoch 2027 | loss: 0.0311865 | val_loss: 0.0312002 | Time: 1653.56 ms [2021-05-29 21:11:44 main:581] : INFO : Epoch 2028 | loss: 0.0311863 | val_loss: 0.0311977 | Time: 1657.43 ms [2021-05-29 21:11:46 main:581] : INFO : Epoch 2029 | loss: 0.0311861 | val_loss: 0.031199 | Time: 1656.2 ms [2021-05-29 21:11:48 main:581] : INFO : Epoch 2030 | loss: 0.0311861 | val_loss: 0.0311976 | Time: 1657.43 ms [2021-05-29 21:11:49 main:581] : INFO : Epoch 2031 | loss: 0.0311869 | val_loss: 0.0311981 | Time: 1653.82 ms [2021-05-29 21:11:51 main:581] : INFO : Epoch 2032 | loss: 0.0311866 | val_loss: 0.031198 | Time: 1661.69 ms [2021-05-29 21:11:53 main:581] : INFO : Epoch 2033 | loss: 0.0311866 | val_loss: 0.0311975 | Time: 1654.4 ms [2021-05-29 21:11:54 main:581] : INFO : Epoch 2034 | loss: 0.0311861 | val_loss: 0.0311992 | Time: 1659.45 ms [2021-05-29 21:11:56 main:581] : INFO : Epoch 2035 | loss: 0.0311859 | val_loss: 0.0311967 | Time: 1658.7 ms [2021-05-29 21:11:58 main:581] : INFO : Epoch 2036 | loss: 0.031186 | val_loss: 0.0311995 | Time: 1655.45 ms [2021-05-29 21:11:59 main:581] : INFO : Epoch 2037 | loss: 0.0311866 | val_loss: 0.0311972 | Time: 1655.65 ms [2021-05-29 21:12:01 main:581] : INFO : Epoch 2038 | loss: 0.0311862 | val_loss: 0.031197 | Time: 1671.4 ms [2021-05-29 21:12:03 main:581] : INFO : Epoch 2039 | loss: 0.0311861 | val_loss: 0.0311979 | Time: 1660.53 ms [2021-05-29 21:12:04 main:581] : INFO : Epoch 2040 | loss: 0.0311872 | val_loss: 0.031197 | Time: 1657.61 ms [2021-05-29 21:12:06 main:581] : INFO : Epoch 2041 | loss: 0.0311884 | val_loss: 0.0311986 | Time: 1648.56 ms [2021-05-29 21:12:08 main:581] : INFO : Epoch 2042 | loss: 0.031187 | val_loss: 0.0311983 | Time: 1654.76 ms [2021-05-29 21:12:09 main:581] : INFO : Epoch 2043 | loss: 0.0311885 | val_loss: 0.031198 | Time: 1656.42 ms [2021-05-29 21:12:11 main:581] : INFO : Epoch 2044 | loss: 0.0311872 | val_loss: 0.0312 | Time: 1648.11 ms [2021-05-29 21:12:13 main:581] : INFO : Epoch 2045 | loss: 0.0311872 | val_loss: 0.0312007 | Time: 1650.66 ms [2021-05-29 21:12:14 main:581] : INFO : Epoch 2046 | loss: 0.0311877 | val_loss: 0.0311978 | Time: 1650.47 ms [2021-05-29 21:12:16 main:581] : INFO : Epoch 2047 | loss: 0.0311864 | val_loss: 0.0311975 | Time: 1655.87 ms [2021-05-29 21:12:17 main:581] : INFO : Epoch 2048 | loss: 0.0311862 | val_loss: 0.031197 | Time: 1649.56 ms [2021-05-29 21:12:17 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031197 [2021-05-29 21:12:17 main:610] : INFO : Saving end state to config to file [2021-05-29 21:12:17 main:615] : INFO : Success, exiting.. 21:12:17 (216940): 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)