Task 5142286
| Name | ParityModified-1619579683-3145-1_0 |
| Workunit | 3088791 |
| Created | 4 May 2021, 0:40:50 UTC |
| Sent | 11 May 2021, 9:30:17 UTC |
| Report deadline | 18 May 2021, 9:30:17 UTC |
| Received | 11 May 2021, 19:29:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 1 hours 0 min 1 sec |
| CPU time | 57 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 11 21:14:25 main:574] : INFO : Epoch 1542 | loss: 0.0311043 | val_loss: 0.0311628 | Time: 1668.48 ms [2021-05-11 21:14:27 main:574] : INFO : Epoch 1543 | loss: 0.0311046 | val_loss: 0.0311574 | Time: 1679.04 ms [2021-05-11 21:14:28 main:574] : INFO : Epoch 1544 | loss: 0.0311063 | val_loss: 0.0311592 | Time: 1704.93 ms [2021-05-11 21:14:30 main:574] : INFO : Epoch 1545 | loss: 0.0311056 | val_loss: 0.0311574 | Time: 1712.41 ms [2021-05-11 21:14:32 main:574] : INFO : Epoch 1546 | loss: 0.0311065 | val_loss: 0.0311551 | Time: 1734.11 ms [2021-05-11 21:14:34 main:574] : INFO : Epoch 1547 | loss: 0.0311063 | val_loss: 0.0311559 | Time: 1696.2 ms [2021-05-11 21:14:35 main:574] : INFO : Epoch 1548 | loss: 0.0311097 | val_loss: 0.0311561 | Time: 1667.41 ms [2021-05-11 21:14:37 main:574] : INFO : Epoch 1549 | loss: 0.0311113 | val_loss: 0.0311593 | Time: 1707.58 ms [2021-05-11 21:14:39 main:574] : INFO : Epoch 1550 | loss: 0.0311124 | val_loss: 0.0311579 | Time: 1692.9 ms [2021-05-11 21:14:41 main:574] : INFO : Epoch 1551 | loss: 0.0311102 | val_loss: 0.0311675 | Time: 1709.38 ms [2021-05-11 21:14:42 main:574] : INFO : Epoch 1552 | loss: 0.0311067 | val_loss: 0.0311579 | Time: 1707.04 ms [2021-05-11 21:14:44 main:574] : INFO : Epoch 1553 | loss: 0.0311062 | val_loss: 0.0311621 | Time: 1701.49 ms [2021-05-11 21:14:46 main:574] : INFO : Epoch 1554 | loss: 0.0311057 | val_loss: 0.031153 | Time: 1691.77 ms [2021-05-11 21:14:48 main:574] : INFO : Epoch 1555 | loss: 0.0311051 | val_loss: 0.0311621 | Time: 1735.25 ms [2021-05-11 21:14:49 main:574] : INFO : Epoch 1556 | loss: 0.0311055 | val_loss: 0.0311577 | Time: 1710.32 ms [2021-05-11 21:14:51 main:574] : INFO : Epoch 1557 | loss: 0.0311101 | val_loss: 0.0311592 | Time: 1712.61 ms [2021-05-11 21:14:53 main:574] : INFO : Epoch 1558 | loss: 0.0311124 | val_loss: 0.0311553 | Time: 1723.98 ms [2021-05-11 21:14:55 main:574] : INFO : Epoch 1559 | loss: 0.0311134 | val_loss: 0.0311565 | Time: 1658.97 ms [2021-05-11 21:14:57 main:574] : INFO : Epoch 1560 | loss: 0.0311098 | val_loss: 0.0311648 | Time: 1715.48 ms [2021-05-11 21:14:58 main:574] : INFO : Epoch 1561 | loss: 0.031107 | val_loss: 0.0311633 | Time: 1725.97 ms [2021-05-11 21:15:00 main:574] : INFO : Epoch 1562 | loss: 0.0311066 | val_loss: 0.0311587 | Time: 1699.16 ms [2021-05-11 21:15:02 main:574] : INFO : Epoch 1563 | loss: 0.0311101 | val_loss: 0.0311558 | Time: 1715.56 ms [2021-05-11 21:15:04 main:574] : INFO : Epoch 1564 | loss: 0.0311105 | val_loss: 0.0311762 | Time: 1707.78 ms [2021-05-11 21:15:05 main:574] : INFO : Epoch 1565 | loss: 0.031111 | val_loss: 0.0311566 | Time: 1679.86 ms [2021-05-11 21:15:07 main:574] : INFO : Epoch 1566 | loss: 0.0311069 | val_loss: 0.0311619 | Time: 1695.84 ms [2021-05-11 21:15:09 main:574] : INFO : Epoch 1567 | loss: 0.0311044 | val_loss: 0.0311568 | Time: 1713.64 ms [2021-05-11 21:15:11 main:574] : INFO : Epoch 1568 | loss: 0.0311045 | val_loss: 0.0311632 | Time: 1687.99 ms [2021-05-11 21:15:12 main:574] : INFO : Epoch 1569 | loss: 0.0311064 | val_loss: 0.0311661 | Time: 1695.83 ms [2021-05-11 21:15:14 main:574] : INFO : Epoch 1570 | loss: 0.0311062 | val_loss: 0.0311597 | Time: 1702.14 ms [2021-05-11 21:15:16 main:574] : INFO : Epoch 1571 | loss: 0.0311044 | val_loss: 0.0311577 | Time: 1669.85 ms [2021-05-11 21:15:18 main:574] : INFO : Epoch 1572 | loss: 0.0311049 | val_loss: 0.0311666 | Time: 1705.19 ms [2021-05-11 21:15:19 main:574] : INFO : Epoch 1573 | loss: 0.0311049 | val_loss: 0.0311635 | Time: 1737.12 ms [2021-05-11 21:15:21 main:574] : INFO : Epoch 1574 | loss: 0.0311072 | val_loss: 0.0311587 | Time: 1690.55 ms [2021-05-11 21:15:23 main:574] : INFO : Epoch 1575 | loss: 0.0311087 | val_loss: 0.0311647 | Time: 1679.05 ms [2021-05-11 21:15:25 main:574] : INFO : Epoch 1576 | loss: 0.0311126 | val_loss: 0.031168 | Time: 1681 ms [2021-05-11 21:15:26 main:574] : INFO : Epoch 1577 | loss: 0.0311114 | val_loss: 0.031158 | Time: 1680.45 ms [2021-05-11 21:15:28 main:574] : INFO : Epoch 1578 | loss: 0.0311077 | val_loss: 0.0311599 | Time: 1697.56 ms [2021-05-11 21:15:30 main:574] : INFO : Epoch 1579 | loss: 0.0311055 | val_loss: 0.0311575 | Time: 1687.37 ms [2021-05-11 21:15:32 main:574] : INFO : Epoch 1580 | loss: 0.0311034 | val_loss: 0.031157 | Time: 1706.4 ms [2021-05-11 21:15:33 main:574] : INFO : Epoch 1581 | loss: 0.0311044 | val_loss: 0.0311651 | Time: 1692.61 ms [2021-05-11 21:15:35 main:574] : INFO : Epoch 1582 | loss: 0.0311057 | val_loss: 0.0311605 | Time: 1676.75 ms [2021-05-11 21:15:37 main:574] : INFO : Epoch 1583 | loss: 0.0311078 | val_loss: 0.0311624 | Time: 1717.06 ms [2021-05-11 21:15:39 main:574] : INFO : Epoch 1584 | loss: 0.0311112 | val_loss: 0.0311565 | Time: 1711.22 ms [2021-05-11 21:15:40 main:574] : INFO : Epoch 1585 | loss: 0.0311047 | val_loss: 0.0311595 | Time: 1689.91 ms [2021-05-11 21:15:42 main:574] : INFO : Epoch 1586 | loss: 0.0311028 | val_loss: 0.031162 | Time: 1711.91 ms [2021-05-11 21:15:44 main:574] : INFO : Epoch 1587 | loss: 0.0311043 | val_loss: 0.0311674 | Time: 1724.22 ms [2021-05-11 21:15:46 main:574] : INFO : Epoch 1588 | loss: 0.0311019 | val_loss: 0.0311577 | Time: 1659.2 ms [2021-05-11 21:15:47 main:574] : INFO : Epoch 1589 | loss: 0.0311012 | val_loss: 0.0311596 | Time: 1694.6 ms [2021-05-11 21:15:49 main:574] : INFO : Epoch 1590 | loss: 0.0311062 | val_loss: 0.031164 | Time: 1705.22 ms [2021-05-11 21:15:51 main:574] : INFO : Epoch 1591 | loss: 0.0311065 | val_loss: 0.0311557 | Time: 1719.8 ms [2021-05-11 21:15:53 main:574] : INFO : Epoch 1592 | loss: 0.0311081 | val_loss: 0.031161 | Time: 1717.68 ms [2021-05-11 21:15:54 main:574] : INFO : Epoch 1593 | loss: 0.0311094 | val_loss: 0.0311577 | Time: 1679.14 ms [2021-05-11 21:15:56 main:574] : INFO : Epoch 1594 | loss: 0.0311065 | val_loss: 0.0311613 | Time: 1697.9 ms [2021-05-11 21:15:58 main:574] : INFO : Epoch 1595 | loss: 0.0311074 | val_loss: 0.0311597 | Time: 1705.44 ms [2021-05-11 21:16:00 main:574] : INFO : Epoch 1596 | loss: 0.0311068 | val_loss: 0.0311592 | Time: 1722.47 ms [2021-05-11 21:16:01 main:574] : INFO : Epoch 1597 | loss: 0.0311085 | val_loss: 0.0311747 | Time: 1736.95 ms [2021-05-11 21:16:03 main:574] : INFO : Epoch 1598 | loss: 0.0311105 | val_loss: 0.0311545 | Time: 1704.12 ms [2021-05-11 21:16:05 main:574] : INFO : Epoch 1599 | loss: 0.0311047 | val_loss: 0.0311628 | Time: 1676.73 ms [2021-05-11 21:16:07 main:574] : INFO : Epoch 1600 | loss: 0.0311016 | val_loss: 0.0311629 | Time: 1705.72 ms [2021-05-11 21:16:08 main:574] : INFO : Epoch 1601 | loss: 0.0311008 | val_loss: 0.0311648 | Time: 1716.04 ms [2021-05-11 21:16:10 main:574] : INFO : Epoch 1602 | loss: 0.0311015 | val_loss: 0.0311626 | Time: 1722.22 ms [2021-05-11 21:16:12 main:574] : INFO : Epoch 1603 | loss: 0.0311072 | val_loss: 0.0311542 | Time: 1697.66 ms [2021-05-11 21:16:14 main:574] : INFO : Epoch 1604 | loss: 0.0311107 | val_loss: 0.0311714 | Time: 1704.38 ms [2021-05-11 21:16:16 main:574] : INFO : Epoch 1605 | loss: 0.0311149 | val_loss: 0.031174 | Time: 1671.28 ms [2021-05-11 21:16:17 main:574] : INFO : Epoch 1606 | loss: 0.0311112 | val_loss: 0.0311571 | Time: 1700.72 ms [2021-05-11 21:16:19 main:574] : INFO : Epoch 1607 | loss: 0.0311045 | val_loss: 0.0311583 | Time: 1699.01 ms [2021-05-11 21:16:21 main:574] : INFO : Epoch 1608 | loss: 0.0311034 | val_loss: 0.031156 | Time: 1693.86 ms [2021-05-11 21:16:23 main:574] : INFO : Epoch 1609 | loss: 0.0311095 | val_loss: 0.0311591 | Time: 1708.17 ms [2021-05-11 21:16:24 main:574] : INFO : Epoch 1610 | loss: 0.0311111 | val_loss: 0.031152 | Time: 1708.77 ms [2021-05-11 21:16:26 main:574] : INFO : Epoch 1611 | loss: 0.0311124 | val_loss: 0.0311583 | Time: 1683.69 ms [2021-05-11 21:16:28 main:574] : INFO : Epoch 1612 | loss: 0.0311116 | val_loss: 0.0311599 | Time: 1697.97 ms [2021-05-11 21:16:30 main:574] : INFO : Epoch 1613 | loss: 0.0311096 | val_loss: 0.0311618 | Time: 1737.99 ms [2021-05-11 21:16:31 main:574] : INFO : Epoch 1614 | loss: 0.0311112 | val_loss: 0.0311561 | Time: 1711.51 ms [2021-05-11 21:16:33 main:574] : INFO : Epoch 1615 | loss: 0.0311093 | val_loss: 0.0311614 | Time: 1716.07 ms [2021-05-11 21:16:35 main:574] : INFO : Epoch 1616 | loss: 0.031103 | val_loss: 0.0311618 | Time: 1671.8 ms [2021-05-11 21:16:37 main:574] : INFO : Epoch 1617 | loss: 0.0311088 | val_loss: 0.0311665 | Time: 1710.8 ms [2021-05-11 21:16:38 main:574] : INFO : Epoch 1618 | loss: 0.0311176 | val_loss: 0.0311568 | Time: 1706.36 ms [2021-05-11 21:16:40 main:574] : INFO : Epoch 1619 | loss: 0.0311092 | val_loss: 0.0311601 | Time: 1705.73 ms [2021-05-11 21:16:42 main:574] : INFO : Epoch 1620 | loss: 0.0311044 | val_loss: 0.031164 | Time: 1712.31 ms [2021-05-11 21:16:44 main:574] : INFO : Epoch 1621 | loss: 0.0311061 | val_loss: 0.0311641 | Time: 1704.02 ms [2021-05-11 21:16:45 main:574] : INFO : Epoch 1622 | loss: 0.0311052 | val_loss: 0.0311614 | Time: 1678.46 ms [2021-05-11 21:16:47 main:574] : INFO : Epoch 1623 | loss: 0.0311032 | val_loss: 0.031163 | Time: 1686.45 ms [2021-05-11 21:16:49 main:574] : INFO : Epoch 1624 | loss: 0.0311041 | val_loss: 0.0311671 | Time: 1707.59 ms [2021-05-11 21:16:51 main:574] : INFO : Epoch 1625 | loss: 0.0311057 | val_loss: 0.0311621 | Time: 1686.34 ms [2021-05-11 21:16:52 main:574] : INFO : Epoch 1626 | loss: 0.0311057 | val_loss: 0.0311668 | Time: 1715.03 ms [2021-05-11 21:16:54 main:574] : INFO : Epoch 1627 | loss: 0.0311044 | val_loss: 0.0311656 | Time: 1696.73 ms [2021-05-11 21:16:56 main:574] : INFO : Epoch 1628 | loss: 0.0311034 | val_loss: 0.031176 | Time: 1686.29 ms [2021-05-11 21:16:58 main:574] : INFO : Epoch 1629 | loss: 0.0311124 | val_loss: 0.0311622 | Time: 1690.18 ms [2021-05-11 21:16:59 main:574] : INFO : Epoch 1630 | loss: 0.0311046 | val_loss: 0.0311606 | Time: 1699.61 ms [2021-05-11 21:17:01 main:574] : INFO : Epoch 1631 | loss: 0.0311076 | val_loss: 0.0311621 | Time: 1729.31 ms [2021-05-11 21:17:03 main:574] : INFO : Epoch 1632 | loss: 0.0311071 | val_loss: 0.0311616 | Time: 1719.53 ms [2021-05-11 21:17:05 main:574] : INFO : Epoch 1633 | loss: 0.0311033 | val_loss: 0.0311598 | Time: 1671.99 ms [2021-05-11 21:17:07 main:574] : INFO : Epoch 1634 | loss: 0.0311036 | val_loss: 0.0311658 | Time: 1710.24 ms [2021-05-11 21:17:08 main:574] : INFO : Epoch 1635 | loss: 0.0311071 | val_loss: 0.0311698 | Time: 1706.81 ms [2021-05-11 21:17:10 main:574] : INFO : Epoch 1636 | loss: 0.0311073 | val_loss: 0.031177 | Time: 1711.18 ms [2021-05-11 21:17:12 main:574] : INFO : Epoch 1637 | loss: 0.0311119 | val_loss: 0.0311739 | Time: 1716.42 ms [2021-05-11 21:17:14 main:574] : INFO : Epoch 1638 | loss: 0.0311121 | val_loss: 0.031171 | Time: 1702.43 ms [2021-05-11 21:17:15 main:574] : INFO : Epoch 1639 | loss: 0.0311044 | val_loss: 0.031169 | Time: 1661.06 ms [2021-05-11 21:17:17 main:574] : INFO : Epoch 1640 | loss: 0.0311081 | val_loss: 0.0311588 | Time: 1710.63 ms [2021-05-11 21:17:19 main:574] : INFO : Epoch 1641 | loss: 0.0311064 | val_loss: 0.0311603 | Time: 1705.11 ms [2021-05-11 21:17:21 main:574] : INFO : Epoch 1642 | loss: 0.0311051 | val_loss: 0.0311566 | Time: 1712.37 ms [2021-05-11 21:17:22 main:574] : INFO : Epoch 1643 | loss: 0.0311043 | val_loss: 0.0311554 | Time: 1712.96 ms [2021-05-11 21:17:24 main:574] : INFO : Epoch 1644 | loss: 0.0311034 | val_loss: 0.0311646 | Time: 1699.15 ms [2021-05-11 21:17:26 main:574] : INFO : Epoch 1645 | loss: 0.0311016 | val_loss: 0.0311594 | Time: 1685.98 ms [2021-05-11 21:17:28 main:574] : INFO : Epoch 1646 | loss: 0.0310994 | val_loss: 0.0311576 | Time: 1682.59 ms [2021-05-11 21:17:29 main:574] : INFO : Epoch 1647 | loss: 0.0310993 | val_loss: 0.0311558 | Time: 1694.84 ms [2021-05-11 21:17:31 main:574] : INFO : Epoch 1648 | loss: 0.0310978 | val_loss: 0.0311649 | Time: 1735.09 ms [2021-05-11 21:17:33 main:574] : INFO : Epoch 1649 | loss: 0.0310994 | val_loss: 0.0311695 | Time: 1699.86 ms [2021-05-11 21:17:35 main:574] : INFO : Epoch 1650 | loss: 0.0310996 | val_loss: 0.0311601 | Time: 1669.06 ms [2021-05-11 21:17:36 main:574] : INFO : Epoch 1651 | loss: 0.0311107 | val_loss: 0.0311572 | Time: 1701.83 ms [2021-05-11 21:17:38 main:574] : INFO : Epoch 1652 | loss: 0.0311109 | val_loss: 0.0311657 | Time: 1715.5 ms [2021-05-11 21:17:40 main:574] : INFO : Epoch 1653 | loss: 0.0311076 | val_loss: 0.031155 | Time: 1708.48 ms [2021-05-11 21:17:42 main:574] : INFO : Epoch 1654 | loss: 0.0311095 | val_loss: 0.0311643 | Time: 1708.74 ms [2021-05-11 21:17:43 main:574] : INFO : Epoch 1655 | loss: 0.031109 | val_loss: 0.0311586 | Time: 1730.56 ms [2021-05-11 21:17:45 main:574] : INFO : Epoch 1656 | loss: 0.031103 | val_loss: 0.0311658 | Time: 1673.67 ms [2021-05-11 21:17:47 main:574] : INFO : Epoch 1657 | loss: 0.0310992 | val_loss: 0.0311645 | Time: 1683.81 ms [2021-05-11 21:17:49 main:574] : INFO : Epoch 1658 | loss: 0.0311045 | val_loss: 0.031173 | Time: 1717.19 ms [2021-05-11 21:17:50 main:574] : INFO : Epoch 1659 | loss: 0.0311086 | val_loss: 0.0311681 | Time: 1722.81 ms [2021-05-11 21:17:52 main:574] : INFO : Epoch 1660 | loss: 0.0311112 | val_loss: 0.031162 | Time: 1685.55 ms [2021-05-11 21:17:54 main:574] : INFO : Epoch 1661 | loss: 0.0311051 | val_loss: 0.031163 | Time: 1743.16 ms [2021-05-11 21:17:56 main:574] : INFO : Epoch 1662 | loss: 0.031103 | val_loss: 0.0311619 | Time: 1684.21 ms [2021-05-11 21:17:57 main:574] : INFO : Epoch 1663 | loss: 0.0311069 | val_loss: 0.0311585 | Time: 1720.16 ms [2021-05-11 21:17:59 main:574] : INFO : Epoch 1664 | loss: 0.0311092 | val_loss: 0.0311612 | Time: 1712.49 ms [2021-05-11 21:18:01 main:574] : INFO : Epoch 1665 | loss: 0.031115 | val_loss: 0.0311659 | Time: 1715.78 ms [2021-05-11 21:18:03 main:574] : INFO : Epoch 1666 | loss: 0.031111 | val_loss: 0.0311545 | Time: 1698.9 ms [2021-05-11 21:18:05 main:574] : INFO : Epoch 1667 | loss: 0.0311085 | val_loss: 0.0311534 | Time: 1679.31 ms [2021-05-11 21:18:06 main:574] : INFO : Epoch 1668 | loss: 0.0311051 | val_loss: 0.0311614 | Time: 1695.49 ms [2021-05-11 21:18:08 main:574] : INFO : Epoch 1669 | loss: 0.0311032 | val_loss: 0.0311673 | Time: 1739.54 ms [2021-05-11 21:18:10 main:574] : INFO : Epoch 1670 | loss: 0.0311075 | val_loss: 0.0311659 | Time: 1696.56 ms [2021-05-11 21:18:12 main:574] : INFO : Epoch 1671 | loss: 0.0311096 | val_loss: 0.0311643 | Time: 1702.61 ms [2021-05-11 21:18:13 main:574] : INFO : Epoch 1672 | loss: 0.0311184 | val_loss: 0.0311578 | Time: 1692.93 ms [2021-05-11 21:18:15 main:574] : INFO : Epoch 1673 | loss: 0.0311132 | val_loss: 0.0311581 | Time: 1658.29 ms [2021-05-11 21:18:17 main:574] : INFO : Epoch 1674 | loss: 0.0311099 | val_loss: 0.0311568 | Time: 1712.7 ms [2021-05-11 21:18:19 main:574] : INFO : Epoch 1675 | loss: 0.0311104 | val_loss: 0.031168 | Time: 1756.46 ms [2021-05-11 21:18:20 main:574] : INFO : Epoch 1676 | loss: 0.031107 | val_loss: 0.031159 | Time: 1704.52 ms [2021-05-11 21:18:22 main:574] : INFO : Epoch 1677 | loss: 0.0311064 | val_loss: 0.0311648 | Time: 1683.37 ms [2021-05-11 21:18:24 main:574] : INFO : Epoch 1678 | loss: 0.0311046 | val_loss: 0.0311631 | Time: 1703.79 ms [2021-05-11 21:18:26 main:574] : INFO : Epoch 1679 | loss: 0.0311016 | val_loss: 0.0311581 | Time: 1675.19 ms [2021-05-11 21:18:27 main:574] : INFO : Epoch 1680 | loss: 0.0311026 | val_loss: 0.0311619 | Time: 1690.38 ms [2021-05-11 21:18:29 main:574] : INFO : Epoch 1681 | loss: 0.0311033 | val_loss: 0.0311759 | Time: 1715.05 ms [2021-05-11 21:18:31 main:574] : INFO : Epoch 1682 | loss: 0.0311026 | val_loss: 0.031156 | Time: 1702.06 ms [2021-05-11 21:18:33 main:574] : INFO : Epoch 1683 | loss: 0.0311001 | val_loss: 0.0311634 | Time: 1721.34 ms [2021-05-11 21:18:34 main:574] : INFO : Epoch 1684 | loss: 0.0311007 | val_loss: 0.0311594 | Time: 1677.85 ms [2021-05-11 21:18:36 main:574] : INFO : Epoch 1685 | loss: 0.0310977 | val_loss: 0.03116 | Time: 1677.59 ms [2021-05-11 21:18:38 main:574] : INFO : Epoch 1686 | loss: 0.0310986 | val_loss: 0.0311636 | Time: 1702.71 ms [2021-05-11 21:18:40 main:574] : INFO : Epoch 1687 | loss: 0.0310977 | val_loss: 0.0311562 | Time: 1701.41 ms [2021-05-11 21:18:41 main:574] : INFO : Epoch 1688 | loss: 0.0311002 | val_loss: 0.0311655 | Time: 1723.16 ms [2021-05-11 21:18:43 main:574] : INFO : Epoch 1689 | loss: 0.0310995 | val_loss: 0.0311611 | Time: 1680.05 ms [2021-05-11 21:18:45 main:574] : INFO : Epoch 1690 | loss: 0.031103 | val_loss: 0.0311683 | Time: 1648.81 ms [2021-05-11 21:18:47 main:574] : INFO : Epoch 1691 | loss: 0.0310995 | val_loss: 0.0311632 | Time: 1703.54 ms [2021-05-11 21:18:48 main:574] : INFO : Epoch 1692 | loss: 0.0310976 | val_loss: 0.0311602 | Time: 1723.55 ms [2021-05-11 21:18:50 main:574] : INFO : Epoch 1693 | loss: 0.0310986 | val_loss: 0.0311652 | Time: 1681.58 ms [2021-05-11 21:18:52 main:574] : INFO : Epoch 1694 | loss: 0.0311008 | val_loss: 0.0311616 | Time: 1684.12 ms [2021-05-11 21:18:54 main:574] : INFO : Epoch 1695 | loss: 0.0310996 | val_loss: 0.0311665 | Time: 1693.77 ms [2021-05-11 21:18:55 main:574] : INFO : Epoch 1696 | loss: 0.0310999 | val_loss: 0.0311595 | Time: 1679.32 ms [2021-05-11 21:18:57 main:574] : INFO : Epoch 1697 | loss: 0.0310978 | val_loss: 0.0311662 | Time: 1712.92 ms [2021-05-11 21:18:59 main:574] : INFO : Epoch 1698 | loss: 0.031099 | val_loss: 0.0311634 | Time: 1711.51 ms [2021-05-11 21:19:01 main:574] : INFO : Epoch 1699 | loss: 0.0311016 | val_loss: 0.0311688 | Time: 1684.57 ms [2021-05-11 21:19:02 main:574] : INFO : Epoch 1700 | loss: 0.0311036 | val_loss: 0.0311676 | Time: 1693.28 ms [2021-05-11 21:19:04 main:574] : INFO : Epoch 1701 | loss: 0.031107 | val_loss: 0.0311646 | Time: 1695.83 ms [2021-05-11 21:19:06 main:574] : INFO : Epoch 1702 | loss: 0.0311037 | val_loss: 0.0311647 | Time: 1680.79 ms [2021-05-11 21:19:08 main:574] : INFO : Epoch 1703 | loss: 0.0311056 | val_loss: 0.0311608 | Time: 1708.37 ms [2021-05-11 21:19:09 main:574] : INFO : Epoch 1704 | loss: 0.0310983 | val_loss: 0.0311634 | Time: 1687.13 ms [2021-05-11 21:19:11 main:574] : INFO : Epoch 1705 | loss: 0.031102 | val_loss: 0.0311635 | Time: 1699.41 ms [2021-05-11 21:19:13 main:574] : INFO : Epoch 1706 | loss: 0.0310995 | val_loss: 0.0311621 | Time: 1718.92 ms [2021-05-11 21:19:15 main:574] : INFO : Epoch 1707 | loss: 0.0310968 | val_loss: 0.0311662 | Time: 1670.96 ms [2021-05-11 21:19:16 main:574] : INFO : Epoch 1708 | loss: 0.0311036 | val_loss: 0.0311646 | Time: 1681.22 ms [2021-05-11 21:19:18 main:574] : INFO : Epoch 1709 | loss: 0.0311205 | val_loss: 0.0311517 | Time: 1704.04 ms [2021-05-11 21:19:20 main:574] : INFO : Epoch 1710 | loss: 0.0311321 | val_loss: 0.0311499 | Time: 1700.87 ms [2021-05-11 21:19:22 main:574] : INFO : Epoch 1711 | loss: 0.0311275 | val_loss: 0.0311492 | Time: 1713.2 ms [2021-05-11 21:19:23 main:574] : INFO : Epoch 1712 | loss: 0.0311167 | val_loss: 0.0311474 | Time: 1705.36 ms [2021-05-11 21:19:25 main:574] : INFO : Epoch 1713 | loss: 0.0311141 | val_loss: 0.0311543 | Time: 1661.63 ms [2021-05-11 21:19:27 main:574] : INFO : Epoch 1714 | loss: 0.0311129 | val_loss: 0.0311477 | Time: 1699.44 ms [2021-05-11 21:19:29 main:574] : INFO : Epoch 1715 | loss: 0.0311164 | val_loss: 0.0311605 | Time: 1703.57 ms [2021-05-11 21:19:30 main:574] : INFO : Epoch 1716 | loss: 0.0311173 | val_loss: 0.0311779 | Time: 1701.33 ms [2021-05-11 21:19:32 main:574] : INFO : Epoch 1717 | loss: 0.0311185 | val_loss: 0.0311514 | Time: 1716.15 ms [2021-05-11 21:19:34 main:574] : INFO : Epoch 1718 | loss: 0.0311121 | val_loss: 0.0311535 | Time: 1689.22 ms [2021-05-11 21:19:36 main:574] : INFO : Epoch 1719 | loss: 0.0311085 | val_loss: 0.0311546 | Time: 1677.95 ms [2021-05-11 21:19:38 main:574] : INFO : Epoch 1720 | loss: 0.0311091 | val_loss: 0.031171 | Time: 1731.91 ms [2021-05-11 21:19:39 main:574] : INFO : Epoch 1721 | loss: 0.0311079 | val_loss: 0.0311548 | Time: 1736.17 ms [2021-05-11 21:19:41 main:574] : INFO : Epoch 1722 | loss: 0.0311038 | val_loss: 0.031173 | Time: 1727.57 ms [2021-05-11 21:19:43 main:574] : INFO : Epoch 1723 | loss: 0.0311089 | val_loss: 0.0311599 | Time: 1691.26 ms [2021-05-11 21:19:45 main:574] : INFO : Epoch 1724 | loss: 0.0311025 | val_loss: 0.0311579 | Time: 1673.9 ms [2021-05-11 21:19:46 main:574] : INFO : Epoch 1725 | loss: 0.0311002 | val_loss: 0.0311621 | Time: 1693.57 ms [2021-05-11 21:19:48 main:574] : INFO : Epoch 1726 | loss: 0.031101 | val_loss: 0.0311575 | Time: 1682.14 ms [2021-05-11 21:19:50 main:574] : INFO : Epoch 1727 | loss: 0.031102 | val_loss: 0.0311568 | Time: 1692.65 ms [2021-05-11 21:19:52 main:574] : INFO : Epoch 1728 | loss: 0.0310983 | val_loss: 0.0311568 | Time: 1683.64 ms [2021-05-11 21:19:54 main:574] : INFO : Epoch 1729 | loss: 0.0311031 | val_loss: 0.0311623 | Time: 1688.44 ms [2021-05-11 21:19:55 main:574] : INFO : Epoch 1730 | loss: 0.0311039 | val_loss: 0.0311615 | Time: 1672.72 ms [2021-05-11 21:19:57 main:574] : INFO : Epoch 1731 | loss: 0.0311022 | val_loss: 0.0311607 | Time: 1711.43 ms [2021-05-11 21:19:59 main:574] : INFO : Epoch 1732 | loss: 0.031099 | val_loss: 0.031159 | Time: 1709.33 ms [2021-05-11 21:20:01 main:574] : INFO : Epoch 1733 | loss: 0.0310989 | val_loss: 0.0311615 | Time: 1724.69 ms [2021-05-11 21:20:02 main:574] : INFO : Epoch 1734 | loss: 0.0310969 | val_loss: 0.0311614 | Time: 1699.18 ms [2021-05-11 21:20:04 main:574] : INFO : Epoch 1735 | loss: 0.0310983 | val_loss: 0.0311667 | Time: 1700.48 ms [2021-05-11 21:20:06 main:574] : INFO : Epoch 1736 | loss: 0.0310996 | val_loss: 0.0311579 | Time: 1691.39 ms [2021-05-11 21:20:08 main:574] : INFO : Epoch 1737 | loss: 0.031099 | val_loss: 0.0311501 | Time: 1737.75 ms [2021-05-11 21:20:09 main:574] : INFO : Epoch 1738 | loss: 0.0311023 | val_loss: 0.0311673 | Time: 1687.55 ms [2021-05-11 21:20:11 main:574] : INFO : Epoch 1739 | loss: 0.031102 | val_loss: 0.0311654 | Time: 1711.9 ms [2021-05-11 21:20:13 main:574] : INFO : Epoch 1740 | loss: 0.0311 | val_loss: 0.0311595 | Time: 1708.77 ms [2021-05-11 21:20:15 main:574] : INFO : Epoch 1741 | loss: 0.0311022 | val_loss: 0.0311579 | Time: 1668.93 ms [2021-05-11 21:20:16 main:574] : INFO : Epoch 1742 | loss: 0.031105 | val_loss: 0.0311614 | Time: 1671.72 ms [2021-05-11 21:20:18 main:574] : INFO : Epoch 1743 | loss: 0.0311028 | val_loss: 0.0311621 | Time: 1712.22 ms [2021-05-11 21:20:20 main:574] : INFO : Epoch 1744 | loss: 0.0311021 | val_loss: 0.0311599 | Time: 1701.3 ms [2021-05-11 21:20:22 main:574] : INFO : Epoch 1745 | loss: 0.0310984 | val_loss: 0.0311688 | Time: 1713.51 ms [2021-05-11 21:20:23 main:574] : INFO : Epoch 1746 | loss: 0.0311005 | val_loss: 0.0311634 | Time: 1689.68 ms [2021-05-11 21:20:25 main:574] : INFO : Epoch 1747 | loss: 0.0310988 | val_loss: 0.0311664 | Time: 1670.21 ms [2021-05-11 21:20:27 main:574] : INFO : Epoch 1748 | loss: 0.0310968 | val_loss: 0.0311638 | Time: 1743.39 ms [2021-05-11 21:20:29 main:574] : INFO : Epoch 1749 | loss: 0.0310976 | val_loss: 0.0311581 | Time: 1697.03 ms [2021-05-11 21:20:31 main:574] : INFO : Epoch 1750 | loss: 0.0310977 | val_loss: 0.031166 | Time: 1726.63 ms [2021-05-11 21:20:32 main:574] : INFO : Epoch 1751 | loss: 0.0310995 | val_loss: 0.031158 | Time: 1719.5 ms [2021-05-11 21:20:34 main:574] : INFO : Epoch 1752 | loss: 0.0310954 | val_loss: 0.031162 | Time: 1743.27 ms [2021-05-11 21:20:36 main:574] : INFO : Epoch 1753 | loss: 0.0310947 | val_loss: 0.0311622 | Time: 1687.15 ms [2021-05-11 21:20:38 main:574] : INFO : Epoch 1754 | loss: 0.031097 | val_loss: 0.0311649 | Time: 1742.2 ms [2021-05-11 21:20:39 main:574] : INFO : Epoch 1755 | loss: 0.031096 | val_loss: 0.0311559 | Time: 1699.59 ms [2021-05-11 21:20:41 main:574] : INFO : Epoch 1756 | loss: 0.0311003 | val_loss: 0.03116 | Time: 1741.54 ms [2021-05-11 21:20:43 main:574] : INFO : Epoch 1757 | loss: 0.0311018 | val_loss: 0.0311604 | Time: 1699.45 ms [2021-05-11 21:20:45 main:574] : INFO : Epoch 1758 | loss: 0.031098 | val_loss: 0.0311582 | Time: 1695.98 ms [2021-05-11 21:20:47 main:574] : INFO : Epoch 1759 | loss: 0.0310976 | val_loss: 0.0311626 | Time: 1732.12 ms [2021-05-11 21:20:48 main:574] : INFO : Epoch 1760 | loss: 0.0310998 | val_loss: 0.0311591 | Time: 1705.09 ms [2021-05-11 21:20:50 main:574] : INFO : Epoch 1761 | loss: 0.0311051 | val_loss: 0.0311636 | Time: 1703.4 ms [2021-05-11 21:20:52 main:574] : INFO : Epoch 1762 | loss: 0.0311055 | val_loss: 0.0311692 | Time: 1714.69 ms [2021-05-11 21:20:54 main:574] : INFO : Epoch 1763 | loss: 0.03111 | val_loss: 0.0311649 | Time: 1697.03 ms [2021-05-11 21:20:55 main:574] : INFO : Epoch 1764 | loss: 0.0311083 | val_loss: 0.0311641 | Time: 1666.45 ms [2021-05-11 21:20:57 main:574] : INFO : Epoch 1765 | loss: 0.0311134 | val_loss: 0.0311558 | Time: 1724.62 ms [2021-05-11 21:20:59 main:574] : INFO : Epoch 1766 | loss: 0.0311073 | val_loss: 0.0311624 | Time: 1699.04 ms [2021-05-11 21:21:01 main:574] : INFO : Epoch 1767 | loss: 0.0311027 | val_loss: 0.0311567 | Time: 1696.74 ms [2021-05-11 21:21:02 main:574] : INFO : Epoch 1768 | loss: 0.0311048 | val_loss: 0.0311563 | Time: 1718.74 ms [2021-05-11 21:21:04 main:574] : INFO : Epoch 1769 | loss: 0.0311067 | val_loss: 0.0311621 | Time: 1703.01 ms [2021-05-11 21:21:06 main:574] : INFO : Epoch 1770 | loss: 0.0311036 | val_loss: 0.0311601 | Time: 1685.83 ms [2021-05-11 21:21:08 main:574] : INFO : Epoch 1771 | loss: 0.0311065 | val_loss: 0.0311563 | Time: 1706.02 ms [2021-05-11 21:21:09 main:574] : INFO : Epoch 1772 | loss: 0.0310999 | val_loss: 0.031167 | Time: 1707.45 ms [2021-05-11 21:21:11 main:574] : INFO : Epoch 1773 | loss: 0.0310999 | val_loss: 0.0311572 | Time: 1708.2 ms [2021-05-11 21:21:13 main:574] : INFO : Epoch 1774 | loss: 0.0310973 | val_loss: 0.0311639 | Time: 1695.89 ms [2021-05-11 21:21:15 main:574] : INFO : Epoch 1775 | loss: 0.0311032 | val_loss: 0.03116 | Time: 1675.53 ms [2021-05-11 21:21:16 main:574] : INFO : Epoch 1776 | loss: 0.0311026 | val_loss: 0.031165 | Time: 1698.59 ms [2021-05-11 21:21:18 main:574] : INFO : Epoch 1777 | loss: 0.0311002 | val_loss: 0.0311635 | Time: 1684.24 ms [2021-05-11 21:21:20 main:574] : INFO : Epoch 1778 | loss: 0.0310987 | val_loss: 0.0311597 | Time: 1724.38 ms [2021-05-11 21:21:22 main:574] : INFO : Epoch 1779 | loss: 0.0310972 | val_loss: 0.031164 | Time: 1718.58 ms [2021-05-11 21:21:23 main:574] : INFO : Epoch 1780 | loss: 0.0310984 | val_loss: 0.0311594 | Time: 1705.04 ms [2021-05-11 21:21:25 main:574] : INFO : Epoch 1781 | loss: 0.0310999 | val_loss: 0.031159 | Time: 1675.57 ms [2021-05-11 21:21:27 main:574] : INFO : Epoch 1782 | loss: 0.0311007 | val_loss: 0.0311659 | Time: 1682.31 ms [2021-05-11 21:21:29 main:574] : INFO : Epoch 1783 | loss: 0.0311016 | val_loss: 0.0311593 | Time: 1712.89 ms [2021-05-11 21:21:30 main:574] : INFO : Epoch 1784 | loss: 0.031101 | val_loss: 0.0311622 | Time: 1732.96 ms [2021-05-11 21:21:32 main:574] : INFO : Epoch 1785 | loss: 0.0310991 | val_loss: 0.0311639 | Time: 1712.05 ms [2021-05-11 21:21:34 main:574] : INFO : Epoch 1786 | loss: 0.0310981 | val_loss: 0.0311679 | Time: 1705.79 ms [2021-05-11 21:21:36 main:574] : INFO : Epoch 1787 | loss: 0.0310993 | val_loss: 0.031157 | Time: 1674.66 ms [2021-05-11 21:21:37 main:574] : INFO : Epoch 1788 | loss: 0.0311004 | val_loss: 0.0311581 | Time: 1717.77 ms [2021-05-11 21:21:39 main:574] : INFO : Epoch 1789 | loss: 0.0310961 | val_loss: 0.0311664 | Time: 1687.9 ms [2021-05-11 21:21:41 main:574] : INFO : Epoch 1790 | loss: 0.0310981 | val_loss: 0.0311647 | Time: 1726.08 ms [2021-05-11 21:21:43 main:574] : INFO : Epoch 1791 | loss: 0.0311001 | val_loss: 0.0311626 | Time: 1687.78 ms [2021-05-11 21:21:44 main:574] : INFO : Epoch 1792 | loss: 0.0311012 | val_loss: 0.0311643 | Time: 1695.08 ms [2021-05-11 21:21:46 main:574] : INFO : Epoch 1793 | loss: 0.0311027 | val_loss: 0.0311605 | Time: 1696.55 ms [2021-05-11 21:21:48 main:574] : INFO : Epoch 1794 | loss: 0.0310997 | val_loss: 0.0311595 | Time: 1729.7 ms [2021-05-11 21:21:50 main:574] : INFO : Epoch 1795 | loss: 0.0310975 | val_loss: 0.0311643 | Time: 1709.85 ms [2021-05-11 21:21:51 main:574] : INFO : Epoch 1796 | loss: 0.0311077 | val_loss: 0.031158 | Time: 1703.33 ms [2021-05-11 21:21:53 main:574] : INFO : Epoch 1797 | loss: 0.0311126 | val_loss: 0.0311584 | Time: 1733.67 ms [2021-05-11 21:21:55 main:574] : INFO : Epoch 1798 | loss: 0.0311087 | val_loss: 0.0311583 | Time: 1664.98 ms [2021-05-11 21:21:57 main:574] : INFO : Epoch 1799 | loss: 0.031111 | val_loss: 0.0311584 | Time: 1717.99 ms [2021-05-11 21:21:59 main:574] : INFO : Epoch 1800 | loss: 0.0311034 | val_loss: 0.0311601 | Time: 1716.62 ms [2021-05-11 21:22:00 main:574] : INFO : Epoch 1801 | loss: 0.0311027 | val_loss: 0.0311672 | Time: 1694.24 ms [2021-05-11 21:22:02 main:574] : INFO : Epoch 1802 | loss: 0.0310999 | val_loss: 0.0311571 | Time: 1727.93 ms [2021-05-11 21:22:04 main:574] : INFO : Epoch 1803 | loss: 0.0310965 | val_loss: 0.0311657 | Time: 1688.82 ms [2021-05-11 21:22:06 main:574] : INFO : Epoch 1804 | loss: 0.0310974 | val_loss: 0.0311585 | Time: 1678.61 ms [2021-05-11 21:22:07 main:574] : INFO : Epoch 1805 | loss: 0.0310973 | val_loss: 0.0311654 | Time: 1717.37 ms [2021-05-11 21:22:09 main:574] : INFO : Epoch 1806 | loss: 0.0310966 | val_loss: 0.0311634 | Time: 1715.91 ms [2021-05-11 21:22:11 main:574] : INFO : Epoch 1807 | loss: 0.0310987 | val_loss: 0.0311575 | Time: 1691.75 ms [2021-05-11 21:22:13 main:574] : INFO : Epoch 1808 | loss: 0.0310973 | val_loss: 0.0311728 | Time: 1687.59 ms [2021-05-11 21:22:14 main:574] : INFO : Epoch 1809 | loss: 0.0310964 | val_loss: 0.0311721 | Time: 1687.07 ms [2021-05-11 21:22:16 main:574] : INFO : Epoch 1810 | loss: 0.0310956 | val_loss: 0.0311694 | Time: 1678.57 ms [2021-05-11 21:22:18 main:574] : INFO : Epoch 1811 | loss: 0.0311213 | val_loss: 0.0311607 | Time: 1685.36 ms [2021-05-11 21:22:20 main:574] : INFO : Epoch 1812 | loss: 0.0311209 | val_loss: 0.0311683 | Time: 1727.69 ms [2021-05-11 21:22:21 main:574] : INFO : Epoch 1813 | loss: 0.0311118 | val_loss: 0.0311679 | Time: 1725.4 ms [2021-05-11 21:22:23 main:574] : INFO : Epoch 1814 | loss: 0.0311189 | val_loss: 0.0311681 | Time: 1705.38 ms [2021-05-11 21:22:25 main:574] : INFO : Epoch 1815 | loss: 0.0311086 | val_loss: 0.031158 | Time: 1680.12 ms [2021-05-11 21:22:27 main:574] : INFO : Epoch 1816 | loss: 0.0311035 | val_loss: 0.0311691 | Time: 1682.76 ms [2021-05-11 21:22:28 main:574] : INFO : Epoch 1817 | loss: 0.0311035 | val_loss: 0.0311614 | Time: 1715.09 ms [2021-05-11 21:22:30 main:574] : INFO : Epoch 1818 | loss: 0.0310993 | val_loss: 0.0311588 | Time: 1719.08 ms [2021-05-11 21:22:32 main:574] : INFO : Epoch 1819 | loss: 0.0310995 | val_loss: 0.031156 | Time: 1703.03 ms [2021-05-11 21:22:34 main:574] : INFO : Epoch 1820 | loss: 0.0311027 | val_loss: 0.031158 | Time: 1702.33 ms [2021-05-11 21:22:35 main:574] : INFO : Epoch 1821 | loss: 0.0311009 | val_loss: 0.031162 | Time: 1664.68 ms [2021-05-11 21:22:37 main:574] : INFO : Epoch 1822 | loss: 0.0311027 | val_loss: 0.0311618 | Time: 1707.23 ms [2021-05-11 21:22:39 main:574] : INFO : Epoch 1823 | loss: 0.0311008 | val_loss: 0.0311624 | Time: 1723.98 ms [2021-05-11 21:22:41 main:574] : INFO : Epoch 1824 | loss: 0.0310984 | val_loss: 0.0311585 | Time: 1711.96 ms [2021-05-11 21:22:43 main:574] : INFO : Epoch 1825 | loss: 0.0310995 | val_loss: 0.0311573 | Time: 1717.72 ms [2021-05-11 21:22:44 main:574] : INFO : Epoch 1826 | loss: 0.0310992 | val_loss: 0.0311609 | Time: 1690.88 ms [2021-05-11 21:22:46 main:574] : INFO : Epoch 1827 | loss: 0.0310965 | val_loss: 0.0311599 | Time: 1665.04 ms [2021-05-11 21:22:48 main:574] : INFO : Epoch 1828 | loss: 0.0310963 | val_loss: 0.0311618 | Time: 1695.49 ms [2021-05-11 21:22:49 main:574] : INFO : Epoch 1829 | loss: 0.0310954 | val_loss: 0.0311641 | Time: 1695.74 ms [2021-05-11 21:22:51 main:574] : INFO : Epoch 1830 | loss: 0.0310943 | val_loss: 0.0311699 | Time: 1693.56 ms [2021-05-11 21:22:53 main:574] : INFO : Epoch 1831 | loss: 0.0310982 | val_loss: 0.0311642 | Time: 1699.68 ms [2021-05-11 21:22:55 main:574] : INFO : Epoch 1832 | loss: 0.0310971 | val_loss: 0.0311648 | Time: 1674.91 ms [2021-05-11 21:22:56 main:574] : INFO : Epoch 1833 | loss: 0.0310962 | val_loss: 0.0311657 | Time: 1681 ms [2021-05-11 21:22:58 main:574] : INFO : Epoch 1834 | loss: 0.0310974 | val_loss: 0.0311596 | Time: 1706.03 ms [2021-05-11 21:23:00 main:574] : INFO : Epoch 1835 | loss: 0.0311005 | val_loss: 0.0311603 | Time: 1697.94 ms [2021-05-11 21:23:02 main:574] : INFO : Epoch 1836 | loss: 0.0311047 | val_loss: 0.0311569 | Time: 1723.07 ms [2021-05-11 21:23:04 main:574] : INFO : Epoch 1837 | loss: 0.0311021 | val_loss: 0.0311628 | Time: 1703.83 ms [2021-05-11 21:23:05 main:574] : INFO : Epoch 1838 | loss: 0.0311048 | val_loss: 0.0311624 | Time: 1685.16 ms [2021-05-11 21:23:07 main:574] : INFO : Epoch 1839 | loss: 0.0311412 | val_loss: 0.0311613 | Time: 1718.28 ms [2021-05-11 21:23:09 main:574] : INFO : Epoch 1840 | loss: 0.031129 | val_loss: 0.0311551 | Time: 1716.57 ms [2021-05-11 21:23:11 main:574] : INFO : Epoch 1841 | loss: 0.031122 | val_loss: 0.0311502 | Time: 1698.19 ms [2021-05-11 21:23:12 main:574] : INFO : Epoch 1842 | loss: 0.0311168 | val_loss: 0.0311544 | Time: 1726.53 ms [2021-05-11 21:23:14 main:574] : INFO : Epoch 1843 | loss: 0.031111 | val_loss: 0.0311517 | Time: 1705.37 ms [2021-05-11 21:23:16 main:574] : INFO : Epoch 1844 | loss: 0.0311063 | val_loss: 0.0311599 | Time: 1694.47 ms [2021-05-11 21:23:18 main:574] : INFO : Epoch 1845 | loss: 0.0311031 | val_loss: 0.0311618 | Time: 1704.88 ms [2021-05-11 21:23:19 main:574] : INFO : Epoch 1846 | loss: 0.0310994 | val_loss: 0.0311622 | Time: 1711.97 ms [2021-05-11 21:23:21 main:574] : INFO : Epoch 1847 | loss: 0.0310976 | val_loss: 0.0311614 | Time: 1701.05 ms [2021-05-11 21:23:23 main:574] : INFO : Epoch 1848 | loss: 0.0310964 | val_loss: 0.0311632 | Time: 1721.04 ms [2021-05-11 21:23:25 main:574] : INFO : Epoch 1849 | loss: 0.0310973 | val_loss: 0.0311669 | Time: 1682.99 ms [2021-05-11 21:23:26 main:574] : INFO : Epoch 1850 | loss: 0.0310963 | val_loss: 0.0311617 | Time: 1686.01 ms [2021-05-11 21:23:28 main:574] : INFO : Epoch 1851 | loss: 0.0310987 | val_loss: 0.0311681 | Time: 1691.72 ms [2021-05-11 21:23:30 main:574] : INFO : Epoch 1852 | loss: 0.0310962 | val_loss: 0.0311568 | Time: 1697.06 ms [2021-05-11 21:23:32 main:574] : INFO : Epoch 1853 | loss: 0.0310979 | val_loss: 0.0311735 | Time: 1730.16 ms [2021-05-11 21:23:33 main:574] : INFO : Epoch 1854 | loss: 0.0311 | val_loss: 0.0311613 | Time: 1701.49 ms [2021-05-11 21:23:35 main:574] : INFO : Epoch 1855 | loss: 0.0310973 | val_loss: 0.0311715 | Time: 1668.41 ms [2021-05-11 21:23:37 main:574] : INFO : Epoch 1856 | loss: 0.031098 | val_loss: 0.031169 | Time: 1698.34 ms [2021-05-11 21:23:39 main:574] : INFO : Epoch 1857 | loss: 0.0310951 | val_loss: 0.0311651 | Time: 1686.21 ms [2021-05-11 21:23:40 main:574] : INFO : Epoch 1858 | loss: 0.0310927 | val_loss: 0.0311633 | Time: 1726.2 ms [2021-05-11 21:23:42 main:574] : INFO : Epoch 1859 | loss: 0.0310935 | val_loss: 0.0311616 | Time: 1703.41 ms [2021-05-11 21:23:44 main:574] : INFO : Epoch 1860 | loss: 0.0310969 | val_loss: 0.0311718 | Time: 1716.94 ms [2021-05-11 21:23:46 main:574] : INFO : Epoch 1861 | loss: 0.0310948 | val_loss: 0.03116 | Time: 1678.22 ms [2021-05-11 21:23:47 main:574] : INFO : Epoch 1862 | loss: 0.0310951 | val_loss: 0.0311665 | Time: 1701.46 ms [2021-05-11 21:23:49 main:574] : INFO : Epoch 1863 | loss: 0.0310926 | val_loss: 0.0311687 | Time: 1701.94 ms [2021-05-11 21:23:51 main:574] : INFO : Epoch 1864 | loss: 0.0310927 | val_loss: 0.0311703 | Time: 1715.5 ms [2021-05-11 21:23:53 main:574] : INFO : Epoch 1865 | loss: 0.0310906 | val_loss: 0.0311732 | Time: 1713.49 ms [2021-05-11 21:23:54 main:574] : INFO : Epoch 1866 | loss: 0.0310935 | val_loss: 0.0311649 | Time: 1695.02 ms [2021-05-11 21:23:56 main:574] : INFO : Epoch 1867 | loss: 0.0310944 | val_loss: 0.0311677 | Time: 1715.78 ms [2021-05-11 21:23:58 main:574] : INFO : Epoch 1868 | loss: 0.0311007 | val_loss: 0.0311682 | Time: 1706.33 ms [2021-05-11 21:24:00 main:574] : INFO : Epoch 1869 | loss: 0.0310997 | val_loss: 0.0311571 | Time: 1699.1 ms [2021-05-11 21:24:01 main:574] : INFO : Epoch 1870 | loss: 0.0310977 | val_loss: 0.0311629 | Time: 1742.89 ms [2021-05-11 21:24:03 main:574] : INFO : Epoch 1871 | loss: 0.0310948 | val_loss: 0.031165 | Time: 1696.03 ms [2021-05-11 21:24:05 main:574] : INFO : Epoch 1872 | loss: 0.0310953 | val_loss: 0.0311667 | Time: 1675.33 ms [2021-05-11 21:24:07 main:574] : INFO : Epoch 1873 | loss: 0.0310952 | val_loss: 0.0311656 | Time: 1682.65 ms [2021-05-11 21:24:08 main:574] : INFO : Epoch 1874 | loss: 0.0310923 | val_loss: 0.03117 | Time: 1694.56 ms [2021-05-11 21:24:10 main:574] : INFO : Epoch 1875 | loss: 0.0310977 | val_loss: 0.031164 | Time: 1721.62 ms [2021-05-11 21:24:12 main:574] : INFO : Epoch 1876 | loss: 0.0310936 | val_loss: 0.0311699 | Time: 1713.42 ms [2021-05-11 21:24:14 main:574] : INFO : Epoch 1877 | loss: 0.0310942 | val_loss: 0.0311622 | Time: 1702.87 ms [2021-05-11 21:24:15 main:574] : INFO : Epoch 1878 | loss: 0.0311084 | val_loss: 0.0311661 | Time: 1675 ms [2021-05-11 21:24:17 main:574] : INFO : Epoch 1879 | loss: 0.0311086 | val_loss: 0.0311619 | Time: 1702.92 ms [2021-05-11 21:24:19 main:574] : INFO : Epoch 1880 | loss: 0.031101 | val_loss: 0.0311643 | Time: 1722.22 ms [2021-05-11 21:24:21 main:574] : INFO : Epoch 1881 | loss: 0.0310991 | val_loss: 0.0311708 | Time: 1703.36 ms [2021-05-11 21:24:23 main:574] : INFO : Epoch 1882 | loss: 0.0311028 | val_loss: 0.0311621 | Time: 1701.7 ms [2021-05-11 21:24:24 main:574] : INFO : Epoch 1883 | loss: 0.0310978 | val_loss: 0.0311603 | Time: 1709.87 ms [2021-05-11 21:24:26 main:574] : INFO : Epoch 1884 | loss: 0.0310979 | val_loss: 0.0311693 | Time: 1696.51 ms [2021-05-11 21:24:28 main:574] : INFO : Epoch 1885 | loss: 0.0311068 | val_loss: 0.0311591 | Time: 1702.63 ms [2021-05-11 21:24:30 main:574] : INFO : Epoch 1886 | loss: 0.0311034 | val_loss: 0.03117 | Time: 1705.87 ms [2021-05-11 21:24:31 main:574] : INFO : Epoch 1887 | loss: 0.0310991 | val_loss: 0.0311608 | Time: 1726.24 ms [2021-05-11 21:24:33 main:574] : INFO : Epoch 1888 | loss: 0.0310955 | val_loss: 0.0311593 | Time: 1711.79 ms [2021-05-11 21:24:35 main:574] : INFO : Epoch 1889 | loss: 0.0311 | val_loss: 0.0311613 | Time: 1665.16 ms [2021-05-11 21:24:37 main:574] : INFO : Epoch 1890 | loss: 0.0310939 | val_loss: 0.0311677 | Time: 1712.96 ms [2021-05-11 21:24:38 main:574] : INFO : Epoch 1891 | loss: 0.0310926 | val_loss: 0.0311617 | Time: 1728.38 ms [2021-05-11 21:24:40 main:574] : INFO : Epoch 1892 | loss: 0.0310926 | val_loss: 0.0311648 | Time: 1684 ms [2021-05-11 21:24:42 main:574] : INFO : Epoch 1893 | loss: 0.0310923 | val_loss: 0.0311676 | Time: 1694.05 ms [2021-05-11 21:24:44 main:574] : INFO : Epoch 1894 | loss: 0.031093 | val_loss: 0.0311597 | Time: 1729.15 ms [2021-05-11 21:24:45 main:574] : INFO : Epoch 1895 | loss: 0.0311024 | val_loss: 0.0311651 | Time: 1668.69 ms [2021-05-11 21:24:47 main:574] : INFO : Epoch 1896 | loss: 0.0311015 | val_loss: 0.0311628 | Time: 1712.51 ms [2021-05-11 21:24:49 main:574] : INFO : Epoch 1897 | loss: 0.0310945 | val_loss: 0.0311644 | Time: 1716.07 ms [2021-05-11 21:24:51 main:574] : INFO : Epoch 1898 | loss: 0.0310969 | val_loss: 0.0311612 | Time: 1733.03 ms [2021-05-11 21:24:53 main:574] : INFO : Epoch 1899 | loss: 0.0310982 | val_loss: 0.031162 | Time: 1728.95 ms [2021-05-11 21:24:54 main:574] : INFO : Epoch 1900 | loss: 0.0310983 | val_loss: 0.0311668 | Time: 1688.52 ms [2021-05-11 21:24:56 main:574] : INFO : Epoch 1901 | loss: 0.0311014 | val_loss: 0.0311683 | Time: 1688.91 ms [2021-05-11 21:24:58 main:574] : INFO : Epoch 1902 | loss: 0.0310995 | val_loss: 0.031168 | Time: 1710.74 ms [2021-05-11 21:25:00 main:574] : INFO : Epoch 1903 | loss: 0.0310915 | val_loss: 0.0311675 | Time: 1716.14 ms [2021-05-11 21:25:01 main:574] : INFO : Epoch 1904 | loss: 0.0310935 | val_loss: 0.0311647 | Time: 1707.89 ms [2021-05-11 21:25:03 main:574] : INFO : Epoch 1905 | loss: 0.0310947 | val_loss: 0.0311645 | Time: 1720.46 ms [2021-05-11 21:25:05 main:574] : INFO : Epoch 1906 | loss: 0.0310956 | val_loss: 0.0311652 | Time: 1668.99 ms [2021-05-11 21:25:07 main:574] : INFO : Epoch 1907 | loss: 0.0310981 | val_loss: 0.0311665 | Time: 1718.89 ms [2021-05-11 21:25:08 main:574] : INFO : Epoch 1908 | loss: 0.0310928 | val_loss: 0.031163 | Time: 1695.09 ms [2021-05-11 21:25:10 main:574] : INFO : Epoch 1909 | loss: 0.0310912 | val_loss: 0.031167 | Time: 1709.91 ms [2021-05-11 21:25:12 main:574] : INFO : Epoch 1910 | loss: 0.0310909 | val_loss: 0.0311647 | Time: 1707.89 ms [2021-05-11 21:25:14 main:574] : INFO : Epoch 1911 | loss: 0.0310913 | val_loss: 0.0311613 | Time: 1689.91 ms [2021-05-11 21:25:15 main:574] : INFO : Epoch 1912 | loss: 0.0310976 | val_loss: 0.031167 | Time: 1681.7 ms [2021-05-11 21:25:17 main:574] : INFO : Epoch 1913 | loss: 0.0310943 | val_loss: 0.0311633 | Time: 1711.8 ms [2021-05-11 21:25:19 main:574] : INFO : Epoch 1914 | loss: 0.0310957 | val_loss: 0.0311605 | Time: 1705.91 ms [2021-05-11 21:25:21 main:574] : INFO : Epoch 1915 | loss: 0.0311 | val_loss: 0.0311618 | Time: 1706.6 ms [2021-05-11 21:25:22 main:574] : INFO : Epoch 1916 | loss: 0.0311013 | val_loss: 0.0311659 | Time: 1719.76 ms [2021-05-11 21:25:24 main:574] : INFO : Epoch 1917 | loss: 0.0310948 | val_loss: 0.0311676 | Time: 1715.19 ms [2021-05-11 21:25:26 main:574] : INFO : Epoch 1918 | loss: 0.0310923 | val_loss: 0.0311598 | Time: 1699.47 ms [2021-05-11 21:25:28 main:574] : INFO : Epoch 1919 | loss: 0.0310994 | val_loss: 0.0311656 | Time: 1711.63 ms [2021-05-11 21:25:29 main:574] : INFO : Epoch 1920 | loss: 0.0310963 | val_loss: 0.0311729 | Time: 1705.63 ms [2021-05-11 21:25:31 main:574] : INFO : Epoch 1921 | loss: 0.0310955 | val_loss: 0.0311626 | Time: 1697.82 ms [2021-05-11 21:25:33 main:574] : INFO : Epoch 1922 | loss: 0.0310952 | val_loss: 0.0311696 | Time: 1723.35 ms [2021-05-11 21:25:35 main:574] : INFO : Epoch 1923 | loss: 0.0310906 | val_loss: 0.0311681 | Time: 1670.75 ms [2021-05-11 21:25:36 main:574] : INFO : Epoch 1924 | loss: 0.0310902 | val_loss: 0.0311636 | Time: 1682.07 ms [2021-05-11 21:25:38 main:574] : INFO : Epoch 1925 | loss: 0.0310921 | val_loss: 0.0311681 | Time: 1700.03 ms [2021-05-11 21:25:40 main:574] : INFO : Epoch 1926 | loss: 0.0310969 | val_loss: 0.0311613 | Time: 1700.03 ms [2021-05-11 21:25:42 main:574] : INFO : Epoch 1927 | loss: 0.0310968 | val_loss: 0.0311703 | Time: 1682.96 ms [2021-05-11 21:25:43 main:574] : INFO : Epoch 1928 | loss: 0.0310941 | val_loss: 0.0311644 | Time: 1719.49 ms [2021-05-11 21:25:45 main:574] : INFO : Epoch 1929 | loss: 0.0310929 | val_loss: 0.0311691 | Time: 1658.61 ms [2021-05-11 21:25:47 main:574] : INFO : Epoch 1930 | loss: 0.031094 | val_loss: 0.0311664 | Time: 1700.09 ms [2021-05-11 21:25:49 main:574] : INFO : Epoch 1931 | loss: 0.0310952 | val_loss: 0.031159 | Time: 1691.41 ms [2021-05-11 21:25:50 main:574] : INFO : Epoch 1932 | loss: 0.0310977 | val_loss: 0.0311702 | Time: 1685.52 ms [2021-05-11 21:25:52 main:574] : INFO : Epoch 1933 | loss: 0.0311068 | val_loss: 0.031168 | Time: 1693.12 ms [2021-05-11 21:25:54 main:574] : INFO : Epoch 1934 | loss: 0.0311065 | val_loss: 0.0311602 | Time: 1730.84 ms [2021-05-11 21:25:56 main:574] : INFO : Epoch 1935 | loss: 0.0311049 | val_loss: 0.0311637 | Time: 1674.21 ms [2021-05-11 21:25:58 main:574] : INFO : Epoch 1936 | loss: 0.031131 | val_loss: 0.0311643 | Time: 1713.25 ms [2021-05-11 21:25:59 main:574] : INFO : Epoch 1937 | loss: 0.0311871 | val_loss: 0.0311973 | Time: 1733.87 ms [2021-05-11 21:26:01 main:574] : INFO : Epoch 1938 | loss: 0.0311878 | val_loss: 0.0311851 | Time: 1708.69 ms [2021-05-11 21:26:03 main:574] : INFO : Epoch 1939 | loss: 0.0311801 | val_loss: 0.0311755 | Time: 1708.01 ms [2021-05-11 21:26:05 main:574] : INFO : Epoch 1940 | loss: 0.0311754 | val_loss: 0.0311692 | Time: 1692.76 ms [2021-05-11 21:26:06 main:574] : INFO : Epoch 1941 | loss: 0.0311696 | val_loss: 0.0311667 | Time: 1687.63 ms [2021-05-11 21:26:08 main:574] : INFO : Epoch 1942 | loss: 0.0311658 | val_loss: 0.0311636 | Time: 1688.95 ms [2021-05-11 21:26:10 main:574] : INFO : Epoch 1943 | loss: 0.0311609 | val_loss: 0.0311669 | Time: 1725.67 ms [2021-05-11 21:26:12 main:574] : INFO : Epoch 1944 | loss: 0.0311628 | val_loss: 0.0311602 | Time: 1711.98 ms [2021-05-11 21:26:13 main:574] : INFO : Epoch 1945 | loss: 0.0311586 | val_loss: 0.0311617 | Time: 1715.1 ms [2021-05-11 21:26:15 main:574] : INFO : Epoch 1946 | loss: 0.0311566 | val_loss: 0.0311608 | Time: 1663.61 ms [2021-05-11 21:26:17 main:574] : INFO : Epoch 1947 | loss: 0.031155 | val_loss: 0.0311601 | Time: 1682.08 ms [2021-05-11 21:26:19 main:574] : INFO : Epoch 1948 | loss: 0.0311545 | val_loss: 0.0311621 | Time: 1700.96 ms [2021-05-11 21:26:20 main:574] : INFO : Epoch 1949 | loss: 0.0311528 | val_loss: 0.0311572 | Time: 1710.79 ms [2021-05-11 21:26:22 main:574] : INFO : Epoch 1950 | loss: 0.0311493 | val_loss: 0.0311564 | Time: 1680.49 ms [2021-05-11 21:26:24 main:574] : INFO : Epoch 1951 | loss: 0.0311469 | val_loss: 0.0311526 | Time: 1701.7 ms [2021-05-11 21:26:26 main:574] : INFO : Epoch 1952 | loss: 0.0311469 | val_loss: 0.0311562 | Time: 1663.25 ms [2021-05-11 21:26:27 main:574] : INFO : Epoch 1953 | loss: 0.0311469 | val_loss: 0.0311582 | Time: 1695.9 ms [2021-05-11 21:26:29 main:574] : INFO : Epoch 1954 | loss: 0.0311451 | val_loss: 0.0311496 | Time: 1725.69 ms [2021-05-11 21:26:31 main:574] : INFO : Epoch 1955 | loss: 0.0311443 | val_loss: 0.0311528 | Time: 1684.72 ms [2021-05-11 21:26:33 main:574] : INFO : Epoch 1956 | loss: 0.0311429 | val_loss: 0.0311514 | Time: 1734.88 ms [2021-05-11 21:26:34 main:574] : INFO : Epoch 1957 | loss: 0.0311397 | val_loss: 0.0311496 | Time: 1679.25 ms [2021-05-11 21:26:36 main:574] : INFO : Epoch 1958 | loss: 0.0311388 | val_loss: 0.031151 | Time: 1684.92 ms [2021-05-11 21:26:38 main:574] : INFO : Epoch 1959 | loss: 0.0311383 | val_loss: 0.0311493 | Time: 1707.21 ms [2021-05-11 21:26:40 main:574] : INFO : Epoch 1960 | loss: 0.0311393 | val_loss: 0.0311523 | Time: 1685.22 ms [2021-05-11 21:26:41 main:574] : INFO : Epoch 1961 | loss: 0.03114 | val_loss: 0.031154 | Time: 1689.92 ms [2021-05-11 21:26:43 main:574] : INFO : Epoch 1962 | loss: 0.0311382 | val_loss: 0.0311528 | Time: 1719.95 ms [2021-05-11 21:26:45 main:574] : INFO : Epoch 1963 | loss: 0.0311408 | val_loss: 0.0311534 | Time: 1660.65 ms [2021-05-11 21:26:47 main:574] : INFO : Epoch 1964 | loss: 0.0311393 | val_loss: 0.0311486 | Time: 1702.91 ms [2021-05-11 21:26:48 main:574] : INFO : Epoch 1965 | loss: 0.0311399 | val_loss: 0.0311493 | Time: 1740.12 ms [2021-05-11 21:26:50 main:574] : INFO : Epoch 1966 | loss: 0.0311485 | val_loss: 0.0311613 | Time: 1698.64 ms [2021-05-11 21:26:52 main:574] : INFO : Epoch 1967 | loss: 0.0311439 | val_loss: 0.0311568 | Time: 1729.6 ms [2021-05-11 21:26:54 main:574] : INFO : Epoch 1968 | loss: 0.0311405 | val_loss: 0.0311487 | Time: 1718.37 ms [2021-05-11 21:26:55 main:574] : INFO : Epoch 1969 | loss: 0.0311348 | val_loss: 0.0311476 | Time: 1686.27 ms [2021-05-11 21:26:57 main:574] : INFO : Epoch 1970 | loss: 0.0311337 | val_loss: 0.03115 | Time: 1693.94 ms [2021-05-11 21:26:59 main:574] : INFO : Epoch 1971 | loss: 0.0311316 | val_loss: 0.031149 | Time: 1717.54 ms [2021-05-11 21:27:01 main:574] : INFO : Epoch 1972 | loss: 0.0311332 | val_loss: 0.0311481 | Time: 1708.6 ms [2021-05-11 21:27:03 main:574] : INFO : Epoch 1973 | loss: 0.0311335 | val_loss: 0.031159 | Time: 1696.3 ms [2021-05-11 21:27:04 main:574] : INFO : Epoch 1974 | loss: 0.0311687 | val_loss: 0.0311779 | Time: 1693.88 ms [2021-05-11 21:27:06 main:574] : INFO : Epoch 1975 | loss: 0.0311599 | val_loss: 0.0311521 | Time: 1669.4 ms [2021-05-11 21:27:08 main:574] : INFO : Epoch 1976 | loss: 0.0311455 | val_loss: 0.031152 | Time: 1687.97 ms [2021-05-11 21:27:10 main:574] : INFO : Epoch 1977 | loss: 0.0311449 | val_loss: 0.0311507 | Time: 1707.66 ms [2021-05-11 21:27:11 main:574] : INFO : Epoch 1978 | loss: 0.0311408 | val_loss: 0.0311527 | Time: 1726.02 ms [2021-05-11 21:27:13 main:574] : INFO : Epoch 1979 | loss: 0.0311385 | val_loss: 0.0311477 | Time: 1695.85 ms [2021-05-11 21:27:15 main:574] : INFO : Epoch 1980 | loss: 0.0311373 | val_loss: 0.0311472 | Time: 1695.48 ms [2021-05-11 21:27:17 main:574] : INFO : Epoch 1981 | loss: 0.0311344 | val_loss: 0.0311515 | Time: 1696.24 ms [2021-05-11 21:27:18 main:574] : INFO : Epoch 1982 | loss: 0.0311358 | val_loss: 0.0311494 | Time: 1715.64 ms [2021-05-11 21:27:20 main:574] : INFO : Epoch 1983 | loss: 0.0311333 | val_loss: 0.0311524 | Time: 1702.96 ms [2021-05-11 21:27:22 main:574] : INFO : Epoch 1984 | loss: 0.0311374 | val_loss: 0.0311492 | Time: 1708.73 ms [2021-05-11 21:27:24 main:574] : INFO : Epoch 1985 | loss: 0.0311335 | val_loss: 0.0311488 | Time: 1698.29 ms [2021-05-11 21:27:25 main:574] : INFO : Epoch 1986 | loss: 0.0311331 | val_loss: 0.0311526 | Time: 1671.09 ms [2021-05-11 21:27:27 main:574] : INFO : Epoch 1987 | loss: 0.0311352 | val_loss: 0.0311476 | Time: 1713.82 ms [2021-05-11 21:27:29 main:574] : INFO : Epoch 1988 | loss: 0.0311331 | val_loss: 0.0311557 | Time: 1698.41 ms [2021-05-11 21:27:31 main:574] : INFO : Epoch 1989 | loss: 0.0311323 | val_loss: 0.0311485 | Time: 1704.32 ms [2021-05-11 21:27:32 main:574] : INFO : Epoch 1990 | loss: 0.0311309 | val_loss: 0.0311477 | Time: 1696.44 ms [2021-05-11 21:27:34 main:574] : INFO : Epoch 1991 | loss: 0.0311287 | val_loss: 0.0311495 | Time: 1734.81 ms [2021-05-11 21:27:36 main:574] : INFO : Epoch 1992 | loss: 0.0311286 | val_loss: 0.0311489 | Time: 1682.08 ms [2021-05-11 21:27:38 main:574] : INFO : Epoch 1993 | loss: 0.0311283 | val_loss: 0.0311476 | Time: 1716.01 ms [2021-05-11 21:27:39 main:574] : INFO : Epoch 1994 | loss: 0.03113 | val_loss: 0.0311494 | Time: 1708.64 ms [2021-05-11 21:27:41 main:574] : INFO : Epoch 1995 | loss: 0.0311293 | val_loss: 0.0311526 | Time: 1716.7 ms [2021-05-11 21:27:43 main:574] : INFO : Epoch 1996 | loss: 0.031129 | val_loss: 0.0311502 | Time: 1704.64 ms [2021-05-11 21:27:45 main:574] : INFO : Epoch 1997 | loss: 0.0311265 | val_loss: 0.0311493 | Time: 1671.93 ms [2021-05-11 21:27:46 main:574] : INFO : Epoch 1998 | loss: 0.0311271 | val_loss: 0.031146 | Time: 1694.03 ms [2021-05-11 21:27:48 main:574] : INFO : Epoch 1999 | loss: 0.0311263 | val_loss: 0.0311486 | Time: 1699.48 ms [2021-05-11 21:27:50 main:574] : INFO : Epoch 2000 | loss: 0.0311269 | val_loss: 0.0311521 | Time: 1677.48 ms [2021-05-11 21:27:52 main:574] : INFO : Epoch 2001 | loss: 0.0311271 | val_loss: 0.0311454 | Time: 1700.55 ms [2021-05-11 21:27:53 main:574] : INFO : Epoch 2002 | loss: 0.0311276 | val_loss: 0.0311455 | Time: 1727.44 ms [2021-05-11 21:27:55 main:574] : INFO : Epoch 2003 | loss: 0.0311274 | val_loss: 0.0311475 | Time: 1657.76 ms [2021-05-11 21:27:57 main:574] : INFO : Epoch 2004 | loss: 0.0311278 | val_loss: 0.0311508 | Time: 1702.7 ms [2021-05-11 21:27:59 main:574] : INFO : Epoch 2005 | loss: 0.0311288 | val_loss: 0.031146 | Time: 1724.42 ms [2021-05-11 21:28:00 main:574] : INFO : Epoch 2006 | loss: 0.0311264 | val_loss: 0.0311448 | Time: 1707.1 ms [2021-05-11 21:28:02 main:574] : INFO : Epoch 2007 | loss: 0.0311246 | val_loss: 0.0311491 | Time: 1719.49 ms [2021-05-11 21:28:04 main:574] : INFO : Epoch 2008 | loss: 0.0311272 | val_loss: 0.0311484 | Time: 1685.64 ms [2021-05-11 21:28:06 main:574] : INFO : Epoch 2009 | loss: 0.0311277 | val_loss: 0.0311441 | Time: 1687.53 ms [2021-05-11 21:28:08 main:574] : INFO : Epoch 2010 | loss: 0.0311246 | val_loss: 0.0311466 | Time: 1689.05 ms [2021-05-11 21:28:09 main:574] : INFO : Epoch 2011 | loss: 0.0311233 | val_loss: 0.0311473 | Time: 1692.32 ms [2021-05-11 21:28:11 main:574] : INFO : Epoch 2012 | loss: 0.0311268 | val_loss: 0.0311468 | Time: 1698.01 ms [2021-05-11 21:28:13 main:574] : INFO : Epoch 2013 | loss: 0.0311264 | val_loss: 0.0311507 | Time: 1706.43 ms [2021-05-11 21:28:14 main:574] : INFO : Epoch 2014 | loss: 0.0311258 | val_loss: 0.0311512 | Time: 1673.07 ms [2021-05-11 21:28:16 main:574] : INFO : Epoch 2015 | loss: 0.0311229 | val_loss: 0.0311504 | Time: 1699.9 ms [2021-05-11 21:28:18 main:574] : INFO : Epoch 2016 | loss: 0.0311233 | val_loss: 0.0311544 | Time: 1725.61 ms [2021-05-11 21:28:20 main:574] : INFO : Epoch 2017 | loss: 0.031124 | val_loss: 0.0311451 | Time: 1719.28 ms [2021-05-11 21:28:22 main:574] : INFO : Epoch 2018 | loss: 0.031121 | val_loss: 0.0311484 | Time: 1672 ms [2021-05-11 21:28:23 main:574] : INFO : Epoch 2019 | loss: 0.0311205 | val_loss: 0.0311488 | Time: 1708.28 ms [2021-05-11 21:28:25 main:574] : INFO : Epoch 2020 | loss: 0.0311249 | val_loss: 0.0311471 | Time: 1651.92 ms [2021-05-11 21:28:27 main:574] : INFO : Epoch 2021 | loss: 0.0311261 | val_loss: 0.0311487 | Time: 1700.58 ms [2021-05-11 21:28:29 main:574] : INFO : Epoch 2022 | loss: 0.0311234 | val_loss: 0.0311482 | Time: 1692.96 ms [2021-05-11 21:28:30 main:574] : INFO : Epoch 2023 | loss: 0.0311266 | val_loss: 0.031148 | Time: 1709.53 ms [2021-05-11 21:28:32 main:574] : INFO : Epoch 2024 | loss: 0.0311238 | val_loss: 0.0311468 | Time: 1738.11 ms [2021-05-11 21:28:34 main:574] : INFO : Epoch 2025 | loss: 0.0311208 | val_loss: 0.0311504 | Time: 1708.81 ms [2021-05-11 21:28:36 main:574] : INFO : Epoch 2026 | loss: 0.0311232 | val_loss: 0.0311523 | Time: 1661.86 ms [2021-05-11 21:28:37 main:574] : INFO : Epoch 2027 | loss: 0.0311218 | val_loss: 0.0311458 | Time: 1693.92 ms [2021-05-11 21:28:39 main:574] : INFO : Epoch 2028 | loss: 0.031124 | val_loss: 0.0311454 | Time: 1690.48 ms [2021-05-11 21:28:41 main:574] : INFO : Epoch 2029 | loss: 0.0311222 | val_loss: 0.0311458 | Time: 1692.97 ms [2021-05-11 21:28:43 main:574] : INFO : Epoch 2030 | loss: 0.03112 | val_loss: 0.0311472 | Time: 1683.16 ms [2021-05-11 21:28:44 main:574] : INFO : Epoch 2031 | loss: 0.0311205 | val_loss: 0.0311466 | Time: 1682.94 ms [2021-05-11 21:28:46 main:574] : INFO : Epoch 2032 | loss: 0.0311184 | val_loss: 0.0311497 | Time: 1703.85 ms [2021-05-11 21:28:48 main:574] : INFO : Epoch 2033 | loss: 0.0311183 | val_loss: 0.0311485 | Time: 1704.44 ms [2021-05-11 21:28:50 main:574] : INFO : Epoch 2034 | loss: 0.0311178 | val_loss: 0.031149 | Time: 1678.85 ms [2021-05-11 21:28:51 main:574] : INFO : Epoch 2035 | loss: 0.0311187 | val_loss: 0.0311487 | Time: 1691.01 ms [2021-05-11 21:28:53 main:574] : INFO : Epoch 2036 | loss: 0.0311203 | val_loss: 0.0311582 | Time: 1719.7 ms [2021-05-11 21:28:55 main:574] : INFO : Epoch 2037 | loss: 0.031122 | val_loss: 0.0311517 | Time: 1661.28 ms [2021-05-11 21:28:57 main:574] : INFO : Epoch 2038 | loss: 0.0311206 | val_loss: 0.0311508 | Time: 1683.13 ms [2021-05-11 21:28:58 main:574] : INFO : Epoch 2039 | loss: 0.0311221 | val_loss: 0.0311456 | Time: 1713.29 ms [2021-05-11 21:29:00 main:574] : INFO : Epoch 2040 | loss: 0.0311218 | val_loss: 0.0311442 | Time: 1719.18 ms [2021-05-11 21:29:02 main:574] : INFO : Epoch 2041 | loss: 0.03112 | val_loss: 0.0311487 | Time: 1720.68 ms [2021-05-11 21:29:04 main:574] : INFO : Epoch 2042 | loss: 0.0311175 | val_loss: 0.0311504 | Time: 1701.78 ms [2021-05-11 21:29:05 main:574] : INFO : Epoch 2043 | loss: 0.0311189 | val_loss: 0.0311461 | Time: 1681.7 ms [2021-05-11 21:29:07 main:574] : INFO : Epoch 2044 | loss: 0.0311167 | val_loss: 0.031144 | Time: 1689.52 ms [2021-05-11 21:29:09 main:574] : INFO : Epoch 2045 | loss: 0.0311146 | val_loss: 0.0311442 | Time: 1713.28 ms [2021-05-11 21:29:11 main:574] : INFO : Epoch 2046 | loss: 0.0311156 | val_loss: 0.0311484 | Time: 1711.51 ms [2021-05-11 21:29:12 main:574] : INFO : Epoch 2047 | loss: 0.0311185 | val_loss: 0.0311544 | Time: 1692 ms [2021-05-11 21:29:14 main:574] : INFO : Epoch 2048 | loss: 0.0311192 | val_loss: 0.0311486 | Time: 1718.36 ms [2021-05-11 21:29:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311486 [2021-05-11 21:29:14 main:603] : INFO : Saving end state to config to file [2021-05-11 21:29:14 main:608] : INFO : Success, exiting.. 21:29:14 (15408): 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)