Task 4194672
| Name | ParityMachine-1612731218-5769-2_0 |
| Workunit | 2290094 |
| Created | 27 Feb 2021, 15:03:54 UTC |
| Sent | 9 Mar 2021, 6:09:22 UTC |
| Report deadline | 16 Mar 2021, 6:09:22 UTC |
| Received | 9 Mar 2021, 8:05:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 58 min 53 sec |
| CPU time | 58 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,067.71 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.39 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031158 | val_loss: 0.0311661 | Time: 1767.12 ms
[2021-03-09 08:48:52 main:574] : INFO : Epoch 1543 | loss: 0.0311571 | val_loss: 0.0311683 | Time: 1818.3 ms
[2021-03-09 08:48:54 main:574] : INFO : Epoch 1544 | loss: 0.031158 | val_loss: 0.0311704 | Time: 1749.46 ms
[2021-03-09 08:48:55 main:574] : INFO : Epoch 1545 | loss: 0.0311581 | val_loss: 0.0311686 | Time: 1413.58 ms
[2021-03-09 08:48:57 main:574] : INFO : Epoch 1546 | loss: 0.0311577 | val_loss: 0.031169 | Time: 1765.85 ms
[2021-03-09 08:48:58 main:574] : INFO : Epoch 1547 | loss: 0.0311571 | val_loss: 0.0311684 | Time: 1720.59 ms
[2021-03-09 08:49:00 main:574] : INFO : Epoch 1548 | loss: 0.0311573 | val_loss: 0.03117 | Time: 1742.01 ms
[2021-03-09 08:49:02 main:574] : INFO : Epoch 1549 | loss: 0.0311567 | val_loss: 0.0311679 | Time: 1742.32 ms
[2021-03-09 08:49:04 main:574] : INFO : Epoch 1550 | loss: 0.0311562 | val_loss: 0.031171 | Time: 1689.68 ms
[2021-03-09 08:49:05 main:574] : INFO : Epoch 1551 | loss: 0.0311563 | val_loss: 0.0311708 | Time: 1398.76 ms
[2021-03-09 08:49:07 main:574] : INFO : Epoch 1552 | loss: 0.0311557 | val_loss: 0.0311705 | Time: 1755.65 ms
[2021-03-09 08:49:09 main:574] : INFO : Epoch 1553 | loss: 0.0311552 | val_loss: 0.0311691 | Time: 1732.19 ms
[2021-03-09 08:49:10 main:574] : INFO : Epoch 1554 | loss: 0.0311547 | val_loss: 0.0311705 | Time: 1760.06 ms
[2021-03-09 08:49:12 main:574] : INFO : Epoch 1555 | loss: 0.0311549 | val_loss: 0.0311681 | Time: 1738.11 ms
[2021-03-09 08:49:14 main:574] : INFO : Epoch 1556 | loss: 0.0311587 | val_loss: 0.0311705 | Time: 1725.05 ms
[2021-03-09 08:49:15 main:574] : INFO : Epoch 1557 | loss: 0.0311566 | val_loss: 0.031172 | Time: 1403.19 ms
[2021-03-09 08:49:17 main:574] : INFO : Epoch 1558 | loss: 0.0311559 | val_loss: 0.0311699 | Time: 1820.06 ms
[2021-03-09 08:49:19 main:574] : INFO : Epoch 1559 | loss: 0.0311573 | val_loss: 0.0311683 | Time: 1850.84 ms
[2021-03-09 08:49:21 main:574] : INFO : Epoch 1560 | loss: 0.0311579 | val_loss: 0.0311678 | Time: 1860.33 ms
[2021-03-09 08:49:23 main:574] : INFO : Epoch 1561 | loss: 0.0311586 | val_loss: 0.0311694 | Time: 1756.97 ms
[2021-03-09 08:49:24 main:574] : INFO : Epoch 1562 | loss: 0.0311595 | val_loss: 0.031173 | Time: 1629.37 ms
[2021-03-09 08:49:26 main:574] : INFO : Epoch 1563 | loss: 0.0311615 | val_loss: 0.0311741 | Time: 1555.01 ms
[2021-03-09 08:49:28 main:574] : INFO : Epoch 1564 | loss: 0.031158 | val_loss: 0.0311714 | Time: 1718.91 ms
[2021-03-09 08:49:29 main:574] : INFO : Epoch 1565 | loss: 0.0311568 | val_loss: 0.0311701 | Time: 1779.54 ms
[2021-03-09 08:49:31 main:574] : INFO : Epoch 1566 | loss: 0.0311561 | val_loss: 0.0311692 | Time: 1756.57 ms
[2021-03-09 08:49:33 main:574] : INFO : Epoch 1567 | loss: 0.0311577 | val_loss: 0.0311662 | Time: 1724.31 ms
[2021-03-09 08:49:34 main:574] : INFO : Epoch 1568 | loss: 0.0311567 | val_loss: 0.0311677 | Time: 1519.92 ms
[2021-03-09 08:49:36 main:574] : INFO : Epoch 1569 | loss: 0.0311562 | val_loss: 0.0311656 | Time: 1610.27 ms
[2021-03-09 08:49:38 main:574] : INFO : Epoch 1570 | loss: 0.0311536 | val_loss: 0.0311666 | Time: 1683.46 ms
[2021-03-09 08:49:39 main:574] : INFO : Epoch 1571 | loss: 0.0311531 | val_loss: 0.031166 | Time: 1784.43 ms
[2021-03-09 08:49:41 main:574] : INFO : Epoch 1572 | loss: 0.0311567 | val_loss: 0.0311671 | Time: 1727.17 ms
[2021-03-09 08:49:43 main:574] : INFO : Epoch 1573 | loss: 0.0311563 | val_loss: 0.0311654 | Time: 1717.6 ms
[2021-03-09 08:49:44 main:574] : INFO : Epoch 1574 | loss: 0.031155 | val_loss: 0.0311664 | Time: 1506.06 ms
[2021-03-09 08:49:46 main:574] : INFO : Epoch 1575 | loss: 0.0311547 | val_loss: 0.0311664 | Time: 1550.67 ms
[2021-03-09 08:49:48 main:574] : INFO : Epoch 1576 | loss: 0.0311536 | val_loss: 0.0311668 | Time: 1740.93 ms
[2021-03-09 08:49:50 main:574] : INFO : Epoch 1577 | loss: 0.0311528 | val_loss: 0.0311682 | Time: 1818.28 ms
[2021-03-09 08:49:51 main:574] : INFO : Epoch 1578 | loss: 0.0311525 | val_loss: 0.0311679 | Time: 1738.27 ms
[2021-03-09 08:49:53 main:574] : INFO : Epoch 1579 | loss: 0.0311522 | val_loss: 0.0311686 | Time: 1734.93 ms
[2021-03-09 08:49:55 main:574] : INFO : Epoch 1580 | loss: 0.0311583 | val_loss: 0.0311673 | Time: 1496.92 ms
[2021-03-09 08:49:56 main:574] : INFO : Epoch 1581 | loss: 0.0311555 | val_loss: 0.0311675 | Time: 1567.4 ms
[2021-03-09 08:49:58 main:574] : INFO : Epoch 1582 | loss: 0.0311569 | val_loss: 0.031172 | Time: 1809.11 ms
[2021-03-09 08:50:00 main:574] : INFO : Epoch 1583 | loss: 0.0311619 | val_loss: 0.0311651 | Time: 1762.15 ms
[2021-03-09 08:50:02 main:574] : INFO : Epoch 1584 | loss: 0.0311622 | val_loss: 0.031172 | Time: 1720.26 ms
[2021-03-09 08:50:03 main:574] : INFO : Epoch 1585 | loss: 0.0311669 | val_loss: 0.0311717 | Time: 1698.69 ms
[2021-03-09 08:50:05 main:574] : INFO : Epoch 1586 | loss: 0.0311696 | val_loss: 0.0311738 | Time: 1487.35 ms
[2021-03-09 08:50:06 main:574] : INFO : Epoch 1587 | loss: 0.0311712 | val_loss: 0.0311699 | Time: 1665.62 ms
[2021-03-09 08:50:08 main:574] : INFO : Epoch 1588 | loss: 0.0311639 | val_loss: 0.0311692 | Time: 1759.64 ms
[2021-03-09 08:50:10 main:574] : INFO : Epoch 1589 | loss: 0.0311632 | val_loss: 0.0311722 | Time: 1680.86 ms
[2021-03-09 08:50:12 main:574] : INFO : Epoch 1590 | loss: 0.0311639 | val_loss: 0.0311694 | Time: 1785.17 ms
[2021-03-09 08:50:13 main:574] : INFO : Epoch 1591 | loss: 0.0311589 | val_loss: 0.0311675 | Time: 1748.05 ms
[2021-03-09 08:50:15 main:574] : INFO : Epoch 1592 | loss: 0.0311602 | val_loss: 0.0311731 | Time: 1475.73 ms
[2021-03-09 08:50:17 main:574] : INFO : Epoch 1593 | loss: 0.031159 | val_loss: 0.0311686 | Time: 1692.9 ms
[2021-03-09 08:50:18 main:574] : INFO : Epoch 1594 | loss: 0.0311616 | val_loss: 0.0311664 | Time: 1727.06 ms
[2021-03-09 08:50:20 main:574] : INFO : Epoch 1595 | loss: 0.0311588 | val_loss: 0.0311633 | Time: 1762.68 ms
[2021-03-09 08:50:22 main:574] : INFO : Epoch 1596 | loss: 0.0311577 | val_loss: 0.0311644 | Time: 1735.12 ms
[2021-03-09 08:50:24 main:574] : INFO : Epoch 1597 | loss: 0.0311579 | val_loss: 0.0311655 | Time: 1754.44 ms
[2021-03-09 08:50:25 main:574] : INFO : Epoch 1598 | loss: 0.0311579 | val_loss: 0.0311664 | Time: 1465.77 ms
[2021-03-09 08:50:27 main:574] : INFO : Epoch 1599 | loss: 0.0311569 | val_loss: 0.0311663 | Time: 1733.02 ms
[2021-03-09 08:50:29 main:574] : INFO : Epoch 1600 | loss: 0.0311601 | val_loss: 0.0311697 | Time: 1760.96 ms
[2021-03-09 08:50:30 main:574] : INFO : Epoch 1601 | loss: 0.0311595 | val_loss: 0.031165 | Time: 1737.21 ms
[2021-03-09 08:50:32 main:574] : INFO : Epoch 1602 | loss: 0.0311593 | val_loss: 0.0311659 | Time: 1821.86 ms
[2021-03-09 08:50:34 main:574] : INFO : Epoch 1603 | loss: 0.031162 | val_loss: 0.0311653 | Time: 1709.97 ms
[2021-03-09 08:50:35 main:574] : INFO : Epoch 1604 | loss: 0.0311597 | val_loss: 0.0311643 | Time: 1485.11 ms
[2021-03-09 08:50:37 main:574] : INFO : Epoch 1605 | loss: 0.0311585 | val_loss: 0.031164 | Time: 1738.32 ms
[2021-03-09 08:50:39 main:574] : INFO : Epoch 1606 | loss: 0.0311558 | val_loss: 0.031163 | Time: 1730.26 ms
[2021-03-09 08:50:41 main:574] : INFO : Epoch 1607 | loss: 0.0311548 | val_loss: 0.0311699 | Time: 1662.07 ms
[2021-03-09 08:50:42 main:574] : INFO : Epoch 1608 | loss: 0.0311559 | val_loss: 0.0311649 | Time: 1680.32 ms
[2021-03-09 08:50:44 main:574] : INFO : Epoch 1609 | loss: 0.0311558 | val_loss: 0.0311619 | Time: 1700.87 ms
[2021-03-09 08:50:46 main:574] : INFO : Epoch 1610 | loss: 0.031154 | val_loss: 0.0311629 | Time: 1460.42 ms
[2021-03-09 08:50:47 main:574] : INFO : Epoch 1611 | loss: 0.0311539 | val_loss: 0.0311616 | Time: 1771.87 ms
[2021-03-09 08:50:49 main:574] : INFO : Epoch 1612 | loss: 0.0311548 | val_loss: 0.0311641 | Time: 1732.28 ms
[2021-03-09 08:50:51 main:574] : INFO : Epoch 1613 | loss: 0.0311542 | val_loss: 0.0311657 | Time: 1761.4 ms
[2021-03-09 08:50:53 main:574] : INFO : Epoch 1614 | loss: 0.0311544 | val_loss: 0.0311644 | Time: 1806.14 ms
[2021-03-09 08:50:54 main:574] : INFO : Epoch 1615 | loss: 0.0311543 | val_loss: 0.0311627 | Time: 1661.77 ms
[2021-03-09 08:50:56 main:574] : INFO : Epoch 1616 | loss: 0.0311557 | val_loss: 0.0311673 | Time: 1500.59 ms
[2021-03-09 08:50:58 main:574] : INFO : Epoch 1617 | loss: 0.0311544 | val_loss: 0.0311658 | Time: 1716.38 ms
[2021-03-09 08:50:59 main:574] : INFO : Epoch 1618 | loss: 0.0311526 | val_loss: 0.0311648 | Time: 1751.18 ms
[2021-03-09 08:51:01 main:574] : INFO : Epoch 1619 | loss: 0.0311533 | val_loss: 0.0311668 | Time: 1702.62 ms
[2021-03-09 08:51:03 main:574] : INFO : Epoch 1620 | loss: 0.0311574 | val_loss: 0.0311696 | Time: 1762.48 ms
[2021-03-09 08:51:04 main:574] : INFO : Epoch 1621 | loss: 0.0311564 | val_loss: 0.0311645 | Time: 1616.65 ms
[2021-03-09 08:51:06 main:574] : INFO : Epoch 1622 | loss: 0.0311544 | val_loss: 0.031165 | Time: 1539.71 ms
[2021-03-09 08:51:08 main:574] : INFO : Epoch 1623 | loss: 0.0311557 | val_loss: 0.0311658 | Time: 1746.69 ms
[2021-03-09 08:51:10 main:574] : INFO : Epoch 1624 | loss: 0.0311531 | val_loss: 0.031163 | Time: 1771.11 ms
[2021-03-09 08:51:11 main:574] : INFO : Epoch 1625 | loss: 0.031154 | val_loss: 0.0311652 | Time: 1714.16 ms
[2021-03-09 08:51:13 main:574] : INFO : Epoch 1626 | loss: 0.0311535 | val_loss: 0.0311648 | Time: 1746.37 ms
[2021-03-09 08:51:15 main:574] : INFO : Epoch 1627 | loss: 0.0311541 | val_loss: 0.0311659 | Time: 1563.03 ms
[2021-03-09 08:51:16 main:574] : INFO : Epoch 1628 | loss: 0.031152 | val_loss: 0.0311643 | Time: 1554.11 ms
[2021-03-09 08:51:18 main:574] : INFO : Epoch 1629 | loss: 0.0311519 | val_loss: 0.0311645 | Time: 1742.93 ms
[2021-03-09 08:51:20 main:574] : INFO : Epoch 1630 | loss: 0.0311519 | val_loss: 0.0311672 | Time: 1818.92 ms
[2021-03-09 08:51:21 main:574] : INFO : Epoch 1631 | loss: 0.0311506 | val_loss: 0.0311648 | Time: 1694.91 ms
[2021-03-09 08:51:23 main:574] : INFO : Epoch 1632 | loss: 0.0311516 | val_loss: 0.0311644 | Time: 1804.82 ms
[2021-03-09 08:51:25 main:574] : INFO : Epoch 1633 | loss: 0.031154 | val_loss: 0.0311653 | Time: 1497.94 ms
[2021-03-09 08:51:26 main:574] : INFO : Epoch 1634 | loss: 0.0311569 | val_loss: 0.0311684 | Time: 1637.04 ms
[2021-03-09 08:51:28 main:574] : INFO : Epoch 1635 | loss: 0.0311595 | val_loss: 0.0311651 | Time: 1794.13 ms
[2021-03-09 08:51:30 main:574] : INFO : Epoch 1636 | loss: 0.0311571 | val_loss: 0.0311677 | Time: 1719.27 ms
[2021-03-09 08:51:32 main:574] : INFO : Epoch 1637 | loss: 0.0311559 | val_loss: 0.0311674 | Time: 1750.14 ms
[2021-03-09 08:51:34 main:574] : INFO : Epoch 1638 | loss: 0.0311555 | val_loss: 0.0311649 | Time: 1772.59 ms
[2021-03-09 08:51:35 main:574] : INFO : Epoch 1639 | loss: 0.0311549 | val_loss: 0.0311649 | Time: 1463 ms
[2021-03-09 08:51:37 main:574] : INFO : Epoch 1640 | loss: 0.0311541 | val_loss: 0.0311635 | Time: 1617.86 ms
[2021-03-09 08:51:38 main:574] : INFO : Epoch 1641 | loss: 0.0311565 | val_loss: 0.0311634 | Time: 1763.32 ms
[2021-03-09 08:51:40 main:574] : INFO : Epoch 1642 | loss: 0.0311535 | val_loss: 0.0311633 | Time: 1755.13 ms
[2021-03-09 08:51:42 main:574] : INFO : Epoch 1643 | loss: 0.0311522 | val_loss: 0.0311644 | Time: 1787.29 ms
[2021-03-09 08:51:44 main:574] : INFO : Epoch 1644 | loss: 0.0311521 | val_loss: 0.0311645 | Time: 1742.92 ms
[2021-03-09 08:51:45 main:574] : INFO : Epoch 1645 | loss: 0.0311529 | val_loss: 0.0311748 | Time: 1440.6 ms
[2021-03-09 08:51:47 main:574] : INFO : Epoch 1646 | loss: 0.0311537 | val_loss: 0.0311703 | Time: 1687.61 ms
[2021-03-09 08:51:49 main:574] : INFO : Epoch 1647 | loss: 0.0311524 | val_loss: 0.0311654 | Time: 1723.31 ms
[2021-03-09 08:51:50 main:574] : INFO : Epoch 1648 | loss: 0.031152 | val_loss: 0.0311645 | Time: 1661.09 ms
[2021-03-09 08:51:52 main:574] : INFO : Epoch 1649 | loss: 0.0311523 | val_loss: 0.0311664 | Time: 1810.13 ms
[2021-03-09 08:51:54 main:574] : INFO : Epoch 1650 | loss: 0.0311552 | val_loss: 0.0311653 | Time: 1776.21 ms
[2021-03-09 08:51:55 main:574] : INFO : Epoch 1651 | loss: 0.0311536 | val_loss: 0.0311684 | Time: 1388 ms
[2021-03-09 08:51:57 main:574] : INFO : Epoch 1652 | loss: 0.0311567 | val_loss: 0.0311665 | Time: 1649.42 ms
[2021-03-09 08:51:59 main:574] : INFO : Epoch 1653 | loss: 0.0311594 | val_loss: 0.0311928 | Time: 1712.51 ms
[2021-03-09 08:52:01 main:574] : INFO : Epoch 1654 | loss: 0.0327924 | val_loss: 0.0321547 | Time: 1807.3 ms
[2021-03-09 08:52:02 main:574] : INFO : Epoch 1655 | loss: 0.039644 | val_loss: 0.0329441 | Time: 1821.22 ms
[2021-03-09 08:52:04 main:574] : INFO : Epoch 1656 | loss: 0.031928 | val_loss: 0.0314442 | Time: 1790.06 ms
[2021-03-09 08:52:06 main:574] : INFO : Epoch 1657 | loss: 0.0313846 | val_loss: 0.0313022 | Time: 1427.85 ms
[2021-03-09 08:52:07 main:574] : INFO : Epoch 1658 | loss: 0.031283 | val_loss: 0.0312649 | Time: 1735.35 ms
[2021-03-09 08:52:09 main:574] : INFO : Epoch 1659 | loss: 0.0312618 | val_loss: 0.0312557 | Time: 1799.89 ms
[2021-03-09 08:52:11 main:574] : INFO : Epoch 1660 | loss: 0.031255 | val_loss: 0.0312533 | Time: 1808.61 ms
[2021-03-09 08:52:13 main:574] : INFO : Epoch 1661 | loss: 0.0312518 | val_loss: 0.0312511 | Time: 1765.35 ms
[2021-03-09 08:52:14 main:574] : INFO : Epoch 1662 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 1634.97 ms
[2021-03-09 08:52:16 main:574] : INFO : Epoch 1663 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 1497.47 ms
[2021-03-09 08:52:18 main:574] : INFO : Epoch 1664 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 1786.36 ms
[2021-03-09 08:52:20 main:574] : INFO : Epoch 1665 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 1799.01 ms
[2021-03-09 08:52:21 main:574] : INFO : Epoch 1666 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 1794.19 ms
[2021-03-09 08:52:23 main:574] : INFO : Epoch 1667 | loss: 0.0312452 | val_loss: 0.0312479 | Time: 1821.88 ms
[2021-03-09 08:52:25 main:574] : INFO : Epoch 1668 | loss: 0.0312446 | val_loss: 0.0312446 | Time: 1585.68 ms
[2021-03-09 08:52:26 main:574] : INFO : Epoch 1669 | loss: 0.0312438 | val_loss: 0.0312438 | Time: 1640.55 ms
[2021-03-09 08:52:28 main:574] : INFO : Epoch 1670 | loss: 0.0312424 | val_loss: 0.0312427 | Time: 1770.82 ms
[2021-03-09 08:52:30 main:574] : INFO : Epoch 1671 | loss: 0.0312411 | val_loss: 0.031242 | Time: 1757.76 ms
[2021-03-09 08:52:32 main:574] : INFO : Epoch 1672 | loss: 0.0312415 | val_loss: 0.0312488 | Time: 1794.66 ms
[2021-03-09 08:52:34 main:574] : INFO : Epoch 1673 | loss: 0.0312404 | val_loss: 0.0312402 | Time: 1854.35 ms
[2021-03-09 08:52:35 main:574] : INFO : Epoch 1674 | loss: 0.0312383 | val_loss: 0.0312411 | Time: 1508.57 ms
[2021-03-09 08:52:37 main:574] : INFO : Epoch 1675 | loss: 0.0312391 | val_loss: 0.0312369 | Time: 1724.76 ms
[2021-03-09 08:52:39 main:574] : INFO : Epoch 1676 | loss: 0.0312368 | val_loss: 0.0312351 | Time: 1722.17 ms
[2021-03-09 08:52:40 main:574] : INFO : Epoch 1677 | loss: 0.0312325 | val_loss: 0.0312327 | Time: 1754.67 ms
[2021-03-09 08:52:42 main:574] : INFO : Epoch 1678 | loss: 0.0312308 | val_loss: 0.0312331 | Time: 1794.95 ms
[2021-03-09 08:52:44 main:574] : INFO : Epoch 1679 | loss: 0.0312311 | val_loss: 0.0312394 | Time: 1871.36 ms
[2021-03-09 08:52:46 main:574] : INFO : Epoch 1680 | loss: 0.0312285 | val_loss: 0.0312261 | Time: 1418.3 ms
[2021-03-09 08:52:47 main:574] : INFO : Epoch 1681 | loss: 0.0312245 | val_loss: 0.0312239 | Time: 1767.49 ms
[2021-03-09 08:52:49 main:574] : INFO : Epoch 1682 | loss: 0.0312227 | val_loss: 0.0312231 | Time: 1808.21 ms
[2021-03-09 08:52:51 main:574] : INFO : Epoch 1683 | loss: 0.0312196 | val_loss: 0.0312206 | Time: 1670.37 ms
[2021-03-09 08:52:53 main:574] : INFO : Epoch 1684 | loss: 0.0312179 | val_loss: 0.0312169 | Time: 1730.48 ms
[2021-03-09 08:52:54 main:574] : INFO : Epoch 1685 | loss: 0.031215 | val_loss: 0.0312172 | Time: 1673.12 ms
[2021-03-09 08:52:56 main:574] : INFO : Epoch 1686 | loss: 0.0312169 | val_loss: 0.0312153 | Time: 1424.52 ms
[2021-03-09 08:52:57 main:574] : INFO : Epoch 1687 | loss: 0.0312114 | val_loss: 0.0312145 | Time: 1716.95 ms
[2021-03-09 08:52:59 main:574] : INFO : Epoch 1688 | loss: 0.0312104 | val_loss: 0.0312125 | Time: 1722.58 ms
[2021-03-09 08:53:01 main:574] : INFO : Epoch 1689 | loss: 0.03121 | val_loss: 0.0312145 | Time: 1779.64 ms
[2021-03-09 08:53:03 main:574] : INFO : Epoch 1690 | loss: 0.0312096 | val_loss: 0.0312141 | Time: 1708.44 ms
[2021-03-09 08:53:04 main:574] : INFO : Epoch 1691 | loss: 0.0312098 | val_loss: 0.0312086 | Time: 1735.42 ms
[2021-03-09 08:53:06 main:574] : INFO : Epoch 1692 | loss: 0.0312083 | val_loss: 0.0312081 | Time: 1460.92 ms
[2021-03-09 08:53:08 main:574] : INFO : Epoch 1693 | loss: 0.0312071 | val_loss: 0.0312085 | Time: 1721.48 ms
[2021-03-09 08:53:09 main:574] : INFO : Epoch 1694 | loss: 0.0312097 | val_loss: 0.0312195 | Time: 1722.21 ms
[2021-03-09 08:53:11 main:574] : INFO : Epoch 1695 | loss: 0.031212 | val_loss: 0.0312069 | Time: 1733.47 ms
[2021-03-09 08:53:13 main:574] : INFO : Epoch 1696 | loss: 0.0312073 | val_loss: 0.0312079 | Time: 1765.32 ms
[2021-03-09 08:53:14 main:574] : INFO : Epoch 1697 | loss: 0.0312054 | val_loss: 0.0312057 | Time: 1546.06 ms
[2021-03-09 08:53:16 main:574] : INFO : Epoch 1698 | loss: 0.0312034 | val_loss: 0.0312051 | Time: 1459.85 ms
[2021-03-09 08:53:18 main:574] : INFO : Epoch 1699 | loss: 0.0312037 | val_loss: 0.0312053 | Time: 1771.5 ms
[2021-03-09 08:53:19 main:574] : INFO : Epoch 1700 | loss: 0.0312035 | val_loss: 0.031205 | Time: 1759.15 ms
[2021-03-09 08:53:21 main:574] : INFO : Epoch 1701 | loss: 0.0312035 | val_loss: 0.0312096 | Time: 1722.5 ms
[2021-03-09 08:53:23 main:574] : INFO : Epoch 1702 | loss: 0.0312024 | val_loss: 0.0312041 | Time: 1747.6 ms
[2021-03-09 08:53:25 main:574] : INFO : Epoch 1703 | loss: 0.0312024 | val_loss: 0.031204 | Time: 1575.18 ms
[2021-03-09 08:53:26 main:574] : INFO : Epoch 1704 | loss: 0.0312003 | val_loss: 0.0312005 | Time: 1526.07 ms
[2021-03-09 08:53:28 main:574] : INFO : Epoch 1705 | loss: 0.0311996 | val_loss: 0.0311994 | Time: 1753.57 ms
[2021-03-09 08:53:30 main:574] : INFO : Epoch 1706 | loss: 0.031198 | val_loss: 0.0312069 | Time: 1758.02 ms
[2021-03-09 08:53:31 main:574] : INFO : Epoch 1707 | loss: 0.0312018 | val_loss: 0.0312026 | Time: 1716.6 ms
[2021-03-09 08:53:33 main:574] : INFO : Epoch 1708 | loss: 0.0312005 | val_loss: 0.031198 | Time: 1738.55 ms
[2021-03-09 08:53:35 main:574] : INFO : Epoch 1709 | loss: 0.0311969 | val_loss: 0.0311992 | Time: 1542.99 ms
[2021-03-09 08:53:36 main:574] : INFO : Epoch 1710 | loss: 0.0311936 | val_loss: 0.031194 | Time: 1487.55 ms
[2021-03-09 08:53:38 main:574] : INFO : Epoch 1711 | loss: 0.0311937 | val_loss: 0.0311947 | Time: 1758.54 ms
[2021-03-09 08:53:40 main:574] : INFO : Epoch 1712 | loss: 0.0311934 | val_loss: 0.0311988 | Time: 1752.28 ms
[2021-03-09 08:53:41 main:574] : INFO : Epoch 1713 | loss: 0.0311978 | val_loss: 0.0311926 | Time: 1808.1 ms
[2021-03-09 08:53:43 main:574] : INFO : Epoch 1714 | loss: 0.031191 | val_loss: 0.031192 | Time: 1709.87 ms
[2021-03-09 08:53:45 main:574] : INFO : Epoch 1715 | loss: 0.0311898 | val_loss: 0.0311935 | Time: 1568.2 ms
[2021-03-09 08:53:46 main:574] : INFO : Epoch 1716 | loss: 0.03119 | val_loss: 0.0311903 | Time: 1492.16 ms
[2021-03-09 08:53:48 main:574] : INFO : Epoch 1717 | loss: 0.0311894 | val_loss: 0.031189 | Time: 1731.51 ms
[2021-03-09 08:53:50 main:574] : INFO : Epoch 1718 | loss: 0.0311882 | val_loss: 0.0311942 | Time: 1764.87 ms
[2021-03-09 08:53:52 main:574] : INFO : Epoch 1719 | loss: 0.0311881 | val_loss: 0.0311874 | Time: 1769.03 ms
[2021-03-09 08:53:53 main:574] : INFO : Epoch 1720 | loss: 0.0311858 | val_loss: 0.0311868 | Time: 1733.33 ms
[2021-03-09 08:53:55 main:574] : INFO : Epoch 1721 | loss: 0.0311884 | val_loss: 0.0311887 | Time: 1508.48 ms
[2021-03-09 08:53:56 main:574] : INFO : Epoch 1722 | loss: 0.0311849 | val_loss: 0.0311863 | Time: 1617.66 ms
[2021-03-09 08:53:58 main:574] : INFO : Epoch 1723 | loss: 0.0311838 | val_loss: 0.0311859 | Time: 1703.15 ms
[2021-03-09 08:54:00 main:574] : INFO : Epoch 1724 | loss: 0.0311869 | val_loss: 0.031185 | Time: 1747.64 ms
[2021-03-09 08:54:02 main:574] : INFO : Epoch 1725 | loss: 0.0311873 | val_loss: 0.0311846 | Time: 1749.29 ms
[2021-03-09 08:54:03 main:574] : INFO : Epoch 1726 | loss: 0.031185 | val_loss: 0.0311883 | Time: 1669.57 ms
[2021-03-09 08:54:05 main:574] : INFO : Epoch 1727 | loss: 0.0311881 | val_loss: 0.0311832 | Time: 1569.92 ms
[2021-03-09 08:54:07 main:574] : INFO : Epoch 1728 | loss: 0.0311827 | val_loss: 0.0311825 | Time: 1649.84 ms
[2021-03-09 08:54:08 main:574] : INFO : Epoch 1729 | loss: 0.0311827 | val_loss: 0.0311821 | Time: 1690.13 ms
[2021-03-09 08:54:10 main:574] : INFO : Epoch 1730 | loss: 0.0311802 | val_loss: 0.0311875 | Time: 1723.09 ms
[2021-03-09 08:54:12 main:574] : INFO : Epoch 1731 | loss: 0.0311851 | val_loss: 0.0311948 | Time: 1734.71 ms
[2021-03-09 08:54:14 main:574] : INFO : Epoch 1732 | loss: 0.0311853 | val_loss: 0.0311887 | Time: 1784.12 ms
[2021-03-09 08:54:15 main:574] : INFO : Epoch 1733 | loss: 0.031187 | val_loss: 0.0311799 | Time: 1469.84 ms
[2021-03-09 08:54:17 main:574] : INFO : Epoch 1734 | loss: 0.0311807 | val_loss: 0.0311813 | Time: 1593.71 ms
[2021-03-09 08:54:18 main:574] : INFO : Epoch 1735 | loss: 0.0311833 | val_loss: 0.0311796 | Time: 1739.9 ms
[2021-03-09 08:54:20 main:574] : INFO : Epoch 1736 | loss: 0.0311773 | val_loss: 0.0311831 | Time: 1734.28 ms
[2021-03-09 08:54:22 main:574] : INFO : Epoch 1737 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 1769.22 ms
[2021-03-09 08:54:24 main:574] : INFO : Epoch 1738 | loss: 0.0311776 | val_loss: 0.03118 | Time: 1715.68 ms
[2021-03-09 08:54:25 main:574] : INFO : Epoch 1739 | loss: 0.0311775 | val_loss: 0.0311788 | Time: 1457.61 ms
[2021-03-09 08:54:27 main:574] : INFO : Epoch 1740 | loss: 0.0311787 | val_loss: 0.0311789 | Time: 1667.67 ms
[2021-03-09 08:54:29 main:574] : INFO : Epoch 1741 | loss: 0.0311808 | val_loss: 0.0311864 | Time: 1771.59 ms
[2021-03-09 08:54:30 main:574] : INFO : Epoch 1742 | loss: 0.031179 | val_loss: 0.0311802 | Time: 1728.28 ms
[2021-03-09 08:54:32 main:574] : INFO : Epoch 1743 | loss: 0.0311763 | val_loss: 0.0311777 | Time: 1743.69 ms
[2021-03-09 08:54:34 main:574] : INFO : Epoch 1744 | loss: 0.0311762 | val_loss: 0.0311815 | Time: 1783.78 ms
[2021-03-09 08:54:35 main:574] : INFO : Epoch 1745 | loss: 0.0311774 | val_loss: 0.031189 | Time: 1439.63 ms
[2021-03-09 08:54:37 main:574] : INFO : Epoch 1746 | loss: 0.0311774 | val_loss: 0.0311768 | Time: 1690.16 ms
[2021-03-09 08:54:39 main:574] : INFO : Epoch 1747 | loss: 0.0311767 | val_loss: 0.0311792 | Time: 1712.54 ms
[2021-03-09 08:54:41 main:574] : INFO : Epoch 1748 | loss: 0.0311793 | val_loss: 0.0311905 | Time: 1788.98 ms
[2021-03-09 08:54:42 main:574] : INFO : Epoch 1749 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 1761.61 ms
[2021-03-09 08:54:44 main:574] : INFO : Epoch 1750 | loss: 0.0311742 | val_loss: 0.0311766 | Time: 1696.6 ms
[2021-03-09 08:54:46 main:574] : INFO : Epoch 1751 | loss: 0.0311744 | val_loss: 0.0311795 | Time: 1428.78 ms
[2021-03-09 08:54:47 main:574] : INFO : Epoch 1752 | loss: 0.0311786 | val_loss: 0.0311849 | Time: 1702.19 ms
[2021-03-09 08:54:49 main:574] : INFO : Epoch 1753 | loss: 0.0311811 | val_loss: 0.0311808 | Time: 1729.11 ms
[2021-03-09 08:54:51 main:574] : INFO : Epoch 1754 | loss: 0.0311743 | val_loss: 0.031177 | Time: 1711.76 ms
[2021-03-09 08:54:52 main:574] : INFO : Epoch 1755 | loss: 0.0311741 | val_loss: 0.0311819 | Time: 1731.18 ms
[2021-03-09 08:54:54 main:574] : INFO : Epoch 1756 | loss: 0.0311756 | val_loss: 0.031176 | Time: 1771.49 ms
[2021-03-09 08:54:56 main:574] : INFO : Epoch 1757 | loss: 0.0311763 | val_loss: 0.0311925 | Time: 1399.84 ms
[2021-03-09 08:54:57 main:574] : INFO : Epoch 1758 | loss: 0.031178 | val_loss: 0.0311777 | Time: 1724.75 ms
[2021-03-09 08:54:59 main:574] : INFO : Epoch 1759 | loss: 0.0311789 | val_loss: 0.0311813 | Time: 1788.82 ms
[2021-03-09 08:55:01 main:574] : INFO : Epoch 1760 | loss: 0.0311753 | val_loss: 0.0311773 | Time: 1740.38 ms
[2021-03-09 08:55:03 main:574] : INFO : Epoch 1761 | loss: 0.0311719 | val_loss: 0.0311767 | Time: 1726.34 ms
[2021-03-09 08:55:04 main:574] : INFO : Epoch 1762 | loss: 0.0311732 | val_loss: 0.0311806 | Time: 1743.63 ms
[2021-03-09 08:55:06 main:574] : INFO : Epoch 1763 | loss: 0.0311732 | val_loss: 0.0311767 | Time: 1431.91 ms
[2021-03-09 08:55:08 main:574] : INFO : Epoch 1764 | loss: 0.0311732 | val_loss: 0.031175 | Time: 1832.72 ms
[2021-03-09 08:55:10 main:574] : INFO : Epoch 1765 | loss: 0.0311716 | val_loss: 0.0311754 | Time: 1739.56 ms
[2021-03-09 08:55:11 main:574] : INFO : Epoch 1766 | loss: 0.0311751 | val_loss: 0.031176 | Time: 1786.25 ms
[2021-03-09 08:55:13 main:574] : INFO : Epoch 1767 | loss: 0.0311733 | val_loss: 0.0311752 | Time: 1774.09 ms
[2021-03-09 08:55:15 main:574] : INFO : Epoch 1768 | loss: 0.0311705 | val_loss: 0.0311744 | Time: 1638.13 ms
[2021-03-09 08:55:16 main:574] : INFO : Epoch 1769 | loss: 0.0311692 | val_loss: 0.0311757 | Time: 1518.32 ms
[2021-03-09 08:55:18 main:574] : INFO : Epoch 1770 | loss: 0.0311759 | val_loss: 0.0311936 | Time: 1789.73 ms
[2021-03-09 08:55:20 main:574] : INFO : Epoch 1771 | loss: 0.0311743 | val_loss: 0.031175 | Time: 1706.27 ms
[2021-03-09 08:55:21 main:574] : INFO : Epoch 1772 | loss: 0.0311735 | val_loss: 0.0311853 | Time: 1658.97 ms
[2021-03-09 08:55:23 main:574] : INFO : Epoch 1773 | loss: 0.0311721 | val_loss: 0.0311774 | Time: 1738.86 ms
[2021-03-09 08:55:25 main:574] : INFO : Epoch 1774 | loss: 0.0311759 | val_loss: 0.0311861 | Time: 1613.6 ms
[2021-03-09 08:55:26 main:574] : INFO : Epoch 1775 | loss: 0.0311727 | val_loss: 0.0311799 | Time: 1552.47 ms
[2021-03-09 08:55:28 main:574] : INFO : Epoch 1776 | loss: 0.0311719 | val_loss: 0.0311788 | Time: 1778.51 ms
[2021-03-09 08:55:30 main:574] : INFO : Epoch 1777 | loss: 0.0311723 | val_loss: 0.0311789 | Time: 1739.34 ms
[2021-03-09 08:55:32 main:574] : INFO : Epoch 1778 | loss: 0.0311701 | val_loss: 0.0311772 | Time: 1714.4 ms
[2021-03-09 08:55:33 main:574] : INFO : Epoch 1779 | loss: 0.0311685 | val_loss: 0.0311784 | Time: 1753.49 ms
[2021-03-09 08:55:35 main:574] : INFO : Epoch 1780 | loss: 0.031173 | val_loss: 0.0311751 | Time: 1527.04 ms
[2021-03-09 08:55:37 main:574] : INFO : Epoch 1781 | loss: 0.0311712 | val_loss: 0.0311824 | Time: 1542.97 ms
[2021-03-09 08:55:38 main:574] : INFO : Epoch 1782 | loss: 0.0311713 | val_loss: 0.0311745 | Time: 1707.45 ms
[2021-03-09 08:55:40 main:574] : INFO : Epoch 1783 | loss: 0.0311675 | val_loss: 0.0311785 | Time: 1788.2 ms
[2021-03-09 08:55:42 main:574] : INFO : Epoch 1784 | loss: 0.0311683 | val_loss: 0.0311786 | Time: 1712.5 ms
[2021-03-09 08:55:43 main:574] : INFO : Epoch 1785 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 1699.25 ms
[2021-03-09 08:55:45 main:574] : INFO : Epoch 1786 | loss: 0.0311694 | val_loss: 0.0311804 | Time: 1531.36 ms
[2021-03-09 08:55:47 main:574] : INFO : Epoch 1787 | loss: 0.0311719 | val_loss: 0.0311833 | Time: 1573.11 ms
[2021-03-09 08:55:48 main:574] : INFO : Epoch 1788 | loss: 0.0311705 | val_loss: 0.0311752 | Time: 1722.68 ms
[2021-03-09 08:55:50 main:574] : INFO : Epoch 1789 | loss: 0.0311726 | val_loss: 0.0311864 | Time: 1811.74 ms
[2021-03-09 08:55:52 main:574] : INFO : Epoch 1790 | loss: 0.031176 | val_loss: 0.0311739 | Time: 1783.6 ms
[2021-03-09 08:55:54 main:574] : INFO : Epoch 1791 | loss: 0.0311701 | val_loss: 0.0311749 | Time: 1762.32 ms
[2021-03-09 08:55:55 main:574] : INFO : Epoch 1792 | loss: 0.0311769 | val_loss: 0.0311803 | Time: 1507.01 ms
[2021-03-09 08:55:57 main:574] : INFO : Epoch 1793 | loss: 0.0311675 | val_loss: 0.031172 | Time: 1556.5 ms
[2021-03-09 08:55:59 main:574] : INFO : Epoch 1794 | loss: 0.0311666 | val_loss: 0.0311787 | Time: 1739.56 ms
[2021-03-09 08:56:00 main:574] : INFO : Epoch 1795 | loss: 0.0311673 | val_loss: 0.0311741 | Time: 1767.69 ms
[2021-03-09 08:56:02 main:574] : INFO : Epoch 1796 | loss: 0.0311639 | val_loss: 0.0311792 | Time: 1796.61 ms
[2021-03-09 08:56:04 main:574] : INFO : Epoch 1797 | loss: 0.0311658 | val_loss: 0.0311738 | Time: 1749.41 ms
[2021-03-09 08:56:05 main:574] : INFO : Epoch 1798 | loss: 0.0311636 | val_loss: 0.0311744 | Time: 1483.86 ms
[2021-03-09 08:56:07 main:574] : INFO : Epoch 1799 | loss: 0.0311639 | val_loss: 0.031172 | Time: 1644.43 ms
[2021-03-09 08:56:09 main:574] : INFO : Epoch 1800 | loss: 0.031165 | val_loss: 0.0311713 | Time: 1674.31 ms
[2021-03-09 08:56:11 main:574] : INFO : Epoch 1801 | loss: 0.0311617 | val_loss: 0.03117 | Time: 1842.42 ms
[2021-03-09 08:56:12 main:574] : INFO : Epoch 1802 | loss: 0.0311619 | val_loss: 0.0311706 | Time: 1756.78 ms
[2021-03-09 08:56:14 main:574] : INFO : Epoch 1803 | loss: 0.0311608 | val_loss: 0.0311694 | Time: 1746.86 ms
[2021-03-09 08:56:16 main:574] : INFO : Epoch 1804 | loss: 0.0311619 | val_loss: 0.0311731 | Time: 1464.35 ms
[2021-03-09 08:56:17 main:574] : INFO : Epoch 1805 | loss: 0.0311625 | val_loss: 0.0311709 | Time: 1701.98 ms
[2021-03-09 08:56:19 main:574] : INFO : Epoch 1806 | loss: 0.0311632 | val_loss: 0.0311718 | Time: 1670.12 ms
[2021-03-09 08:56:21 main:574] : INFO : Epoch 1807 | loss: 0.031162 | val_loss: 0.0311715 | Time: 1767.01 ms
[2021-03-09 08:56:23 main:574] : INFO : Epoch 1808 | loss: 0.03116 | val_loss: 0.0311716 | Time: 1711.9 ms
[2021-03-09 08:56:24 main:574] : INFO : Epoch 1809 | loss: 0.0311599 | val_loss: 0.0311688 | Time: 1709.74 ms
[2021-03-09 08:56:26 main:574] : INFO : Epoch 1810 | loss: 0.031161 | val_loss: 0.0311843 | Time: 1403.59 ms
[2021-03-09 08:56:27 main:574] : INFO : Epoch 1811 | loss: 0.0311649 | val_loss: 0.0311731 | Time: 1708.79 ms
[2021-03-09 08:56:29 main:574] : INFO : Epoch 1812 | loss: 0.0311637 | val_loss: 0.0311726 | Time: 1729.86 ms
[2021-03-09 08:56:31 main:574] : INFO : Epoch 1813 | loss: 0.0311627 | val_loss: 0.0311717 | Time: 1797.33 ms
[2021-03-09 08:56:33 main:574] : INFO : Epoch 1814 | loss: 0.0311644 | val_loss: 0.0311823 | Time: 1794.59 ms
[2021-03-09 08:56:35 main:574] : INFO : Epoch 1815 | loss: 0.0311658 | val_loss: 0.0311685 | Time: 1752.69 ms
[2021-03-09 08:56:36 main:574] : INFO : Epoch 1816 | loss: 0.0311592 | val_loss: 0.0311722 | Time: 1431.37 ms
[2021-03-09 08:56:38 main:574] : INFO : Epoch 1817 | loss: 0.0311591 | val_loss: 0.0311725 | Time: 1757.58 ms
[2021-03-09 08:56:39 main:574] : INFO : Epoch 1818 | loss: 0.0311671 | val_loss: 0.0311711 | Time: 1753.56 ms
[2021-03-09 08:56:41 main:574] : INFO : Epoch 1819 | loss: 0.0311603 | val_loss: 0.0311676 | Time: 1831.11 ms
[2021-03-09 08:56:43 main:574] : INFO : Epoch 1820 | loss: 0.0311574 | val_loss: 0.0311674 | Time: 1768.98 ms
[2021-03-09 08:56:45 main:574] : INFO : Epoch 1821 | loss: 0.0311569 | val_loss: 0.0311698 | Time: 1610.83 ms
[2021-03-09 08:56:46 main:574] : INFO : Epoch 1822 | loss: 0.0311589 | val_loss: 0.0311668 | Time: 1450.34 ms
[2021-03-09 08:56:48 main:574] : INFO : Epoch 1823 | loss: 0.0311584 | val_loss: 0.0311672 | Time: 1697.92 ms
[2021-03-09 08:56:50 main:574] : INFO : Epoch 1824 | loss: 0.0311595 | val_loss: 0.0311965 | Time: 1827.71 ms
[2021-03-09 08:56:51 main:574] : INFO : Epoch 1825 | loss: 0.0311919 | val_loss: 0.0311877 | Time: 1674.23 ms
[2021-03-09 08:56:53 main:574] : INFO : Epoch 1826 | loss: 0.0311948 | val_loss: 0.0311896 | Time: 1811.87 ms
[2021-03-09 08:56:55 main:574] : INFO : Epoch 1827 | loss: 0.0311898 | val_loss: 0.0311852 | Time: 1624.44 ms
[2021-03-09 08:56:56 main:574] : INFO : Epoch 1828 | loss: 0.0311821 | val_loss: 0.0311803 | Time: 1488.94 ms
[2021-03-09 08:56:58 main:574] : INFO : Epoch 1829 | loss: 0.0311819 | val_loss: 0.0311845 | Time: 1755.72 ms
[2021-03-09 08:57:00 main:574] : INFO : Epoch 1830 | loss: 0.0311845 | val_loss: 0.0311837 | Time: 1813.98 ms
[2021-03-09 08:57:02 main:574] : INFO : Epoch 1831 | loss: 0.0311784 | val_loss: 0.0311796 | Time: 1754.34 ms
[2021-03-09 08:57:03 main:574] : INFO : Epoch 1832 | loss: 0.0311773 | val_loss: 0.0311829 | Time: 1731.31 ms
[2021-03-09 08:57:05 main:574] : INFO : Epoch 1833 | loss: 0.0311756 | val_loss: 0.0311777 | Time: 1587.06 ms
[2021-03-09 08:57:07 main:574] : INFO : Epoch 1834 | loss: 0.0311754 | val_loss: 0.03118 | Time: 1559.11 ms
[2021-03-09 08:57:08 main:574] : INFO : Epoch 1835 | loss: 0.0311747 | val_loss: 0.0311757 | Time: 1754.66 ms
[2021-03-09 08:57:10 main:574] : INFO : Epoch 1836 | loss: 0.0311726 | val_loss: 0.031175 | Time: 1758.18 ms
[2021-03-09 08:57:12 main:574] : INFO : Epoch 1837 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 1751.54 ms
[2021-03-09 08:57:14 main:574] : INFO : Epoch 1838 | loss: 0.0311721 | val_loss: 0.0311735 | Time: 1677.28 ms
[2021-03-09 08:57:15 main:574] : INFO : Epoch 1839 | loss: 0.0311714 | val_loss: 0.0311737 | Time: 1560.34 ms
[2021-03-09 08:57:17 main:574] : INFO : Epoch 1840 | loss: 0.0311716 | val_loss: 0.0311798 | Time: 1542.32 ms
[2021-03-09 08:57:19 main:574] : INFO : Epoch 1841 | loss: 0.0311706 | val_loss: 0.0311735 | Time: 1736.39 ms
[2021-03-09 08:57:20 main:574] : INFO : Epoch 1842 | loss: 0.0311694 | val_loss: 0.031173 | Time: 1756.49 ms
[2021-03-09 08:57:22 main:574] : INFO : Epoch 1843 | loss: 0.0311709 | val_loss: 0.0311732 | Time: 1822.27 ms
[2021-03-09 08:57:24 main:574] : INFO : Epoch 1844 | loss: 0.0311678 | val_loss: 0.0311721 | Time: 1776.16 ms
[2021-03-09 08:57:25 main:574] : INFO : Epoch 1845 | loss: 0.0311693 | val_loss: 0.0311741 | Time: 1499.32 ms
[2021-03-09 08:57:27 main:574] : INFO : Epoch 1846 | loss: 0.0311687 | val_loss: 0.0311714 | Time: 1627.7 ms
[2021-03-09 08:57:29 main:574] : INFO : Epoch 1847 | loss: 0.0311677 | val_loss: 0.0311714 | Time: 1708.67 ms
[2021-03-09 08:57:31 main:574] : INFO : Epoch 1848 | loss: 0.0311682 | val_loss: 0.0311738 | Time: 1862.25 ms
[2021-03-09 08:57:32 main:574] : INFO : Epoch 1849 | loss: 0.0311689 | val_loss: 0.0311746 | Time: 1741.5 ms
[2021-03-09 08:57:34 main:574] : INFO : Epoch 1850 | loss: 0.0311668 | val_loss: 0.0311714 | Time: 1794.05 ms
[2021-03-09 08:57:36 main:574] : INFO : Epoch 1851 | loss: 0.0311652 | val_loss: 0.0311727 | Time: 1450.22 ms
[2021-03-09 08:57:37 main:574] : INFO : Epoch 1852 | loss: 0.0311648 | val_loss: 0.031172 | Time: 1714.59 ms
[2021-03-09 08:57:39 main:574] : INFO : Epoch 1853 | loss: 0.0311647 | val_loss: 0.031174 | Time: 1801.31 ms
[2021-03-09 08:57:41 main:574] : INFO : Epoch 1854 | loss: 0.0311678 | val_loss: 0.0311743 | Time: 1812.66 ms
[2021-03-09 08:57:43 main:574] : INFO : Epoch 1855 | loss: 0.0311652 | val_loss: 0.0311708 | Time: 1768.61 ms
[2021-03-09 08:57:45 main:574] : INFO : Epoch 1856 | loss: 0.031166 | val_loss: 0.0311704 | Time: 1792.8 ms
[2021-03-09 08:57:46 main:574] : INFO : Epoch 1857 | loss: 0.0311643 | val_loss: 0.0311697 | Time: 1415.59 ms
[2021-03-09 08:57:48 main:574] : INFO : Epoch 1858 | loss: 0.0311634 | val_loss: 0.0311774 | Time: 1718.64 ms
[2021-03-09 08:57:50 main:574] : INFO : Epoch 1859 | loss: 0.0311639 | val_loss: 0.0311694 | Time: 1729.8 ms
[2021-03-09 08:57:51 main:574] : INFO : Epoch 1860 | loss: 0.0311654 | val_loss: 0.0311708 | Time: 1759.66 ms
[2021-03-09 08:57:53 main:574] : INFO : Epoch 1861 | loss: 0.0311627 | val_loss: 0.0311698 | Time: 1723.7 ms
[2021-03-09 08:57:55 main:574] : INFO : Epoch 1862 | loss: 0.0311635 | val_loss: 0.0311708 | Time: 1699.72 ms
[2021-03-09 08:57:56 main:574] : INFO : Epoch 1863 | loss: 0.0311635 | val_loss: 0.0311733 | Time: 1437.42 ms
[2021-03-09 08:57:58 main:574] : INFO : Epoch 1864 | loss: 0.0311665 | val_loss: 0.0311713 | Time: 1720.68 ms
[2021-03-09 08:58:00 main:574] : INFO : Epoch 1865 | loss: 0.0311632 | val_loss: 0.0311714 | Time: 1761.42 ms
[2021-03-09 08:58:01 main:574] : INFO : Epoch 1866 | loss: 0.0311633 | val_loss: 0.0311698 | Time: 1758.08 ms
[2021-03-09 08:58:03 main:574] : INFO : Epoch 1867 | loss: 0.0311635 | val_loss: 0.0311714 | Time: 1840.3 ms
[2021-03-09 08:58:05 main:574] : INFO : Epoch 1868 | loss: 0.0311634 | val_loss: 0.0311692 | Time: 1605.9 ms
[2021-03-09 08:58:06 main:574] : INFO : Epoch 1869 | loss: 0.0311679 | val_loss: 0.0311817 | Time: 1467.74 ms
[2021-03-09 08:58:08 main:574] : INFO : Epoch 1870 | loss: 0.0311718 | val_loss: 0.0311738 | Time: 1766.36 ms
[2021-03-09 08:58:10 main:574] : INFO : Epoch 1871 | loss: 0.0311626 | val_loss: 0.0311719 | Time: 1703.67 ms
[2021-03-09 08:58:12 main:574] : INFO : Epoch 1872 | loss: 0.0311632 | val_loss: 0.0311721 | Time: 1720.46 ms
[2021-03-09 08:58:13 main:574] : INFO : Epoch 1873 | loss: 0.0311625 | val_loss: 0.0311696 | Time: 1727.91 ms
[2021-03-09 08:58:15 main:574] : INFO : Epoch 1874 | loss: 0.031164 | val_loss: 0.03117 | Time: 1603.04 ms
[2021-03-09 08:58:17 main:574] : INFO : Epoch 1875 | loss: 0.0311609 | val_loss: 0.0311744 | Time: 1494.16 ms
[2021-03-09 08:58:18 main:574] : INFO : Epoch 1876 | loss: 0.0311653 | val_loss: 0.0311689 | Time: 1753.2 ms
[2021-03-09 08:58:20 main:574] : INFO : Epoch 1877 | loss: 0.0311615 | val_loss: 0.0311687 | Time: 1752.21 ms
[2021-03-09 08:58:22 main:574] : INFO : Epoch 1878 | loss: 0.0311612 | val_loss: 0.0311741 | Time: 1756.84 ms
[2021-03-09 08:58:24 main:574] : INFO : Epoch 1879 | loss: 0.0311641 | val_loss: 0.0311692 | Time: 1787.19 ms
[2021-03-09 08:58:25 main:574] : INFO : Epoch 1880 | loss: 0.0311636 | val_loss: 0.0311729 | Time: 1593.07 ms
[2021-03-09 08:58:27 main:574] : INFO : Epoch 1881 | loss: 0.0311666 | val_loss: 0.031171 | Time: 1577.54 ms
[2021-03-09 08:58:29 main:574] : INFO : Epoch 1882 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 1907.57 ms
[2021-03-09 08:58:31 main:574] : INFO : Epoch 1883 | loss: 0.0311618 | val_loss: 0.0311686 | Time: 1868.25 ms
[2021-03-09 08:58:32 main:574] : INFO : Epoch 1884 | loss: 0.0311599 | val_loss: 0.031168 | Time: 1726.19 ms
[2021-03-09 08:58:34 main:574] : INFO : Epoch 1885 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 1806.91 ms
[2021-03-09 08:58:36 main:574] : INFO : Epoch 1886 | loss: 0.0311632 | val_loss: 0.0311719 | Time: 1449.51 ms
[2021-03-09 08:58:37 main:574] : INFO : Epoch 1887 | loss: 0.0311652 | val_loss: 0.0311712 | Time: 1703.37 ms
[2021-03-09 08:58:39 main:574] : INFO : Epoch 1888 | loss: 0.031166 | val_loss: 0.0311754 | Time: 1812.6 ms
[2021-03-09 08:58:41 main:574] : INFO : Epoch 1889 | loss: 0.0311633 | val_loss: 0.0311722 | Time: 1757.67 ms
[2021-03-09 08:58:43 main:574] : INFO : Epoch 1890 | loss: 0.0311668 | val_loss: 0.0311708 | Time: 1762.8 ms
[2021-03-09 08:58:45 main:574] : INFO : Epoch 1891 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 1755.11 ms
[2021-03-09 08:58:46 main:574] : INFO : Epoch 1892 | loss: 0.0311619 | val_loss: 0.0311717 | Time: 1415.77 ms
[2021-03-09 08:58:48 main:574] : INFO : Epoch 1893 | loss: 0.0311615 | val_loss: 0.0311688 | Time: 1662.46 ms
[2021-03-09 08:58:49 main:574] : INFO : Epoch 1894 | loss: 0.0311591 | val_loss: 0.0311694 | Time: 1709.96 ms
[2021-03-09 08:58:51 main:574] : INFO : Epoch 1895 | loss: 0.0311607 | val_loss: 0.031171 | Time: 1765.82 ms
[2021-03-09 08:58:53 main:574] : INFO : Epoch 1896 | loss: 0.0311605 | val_loss: 0.0311703 | Time: 1663.19 ms
[2021-03-09 08:58:55 main:574] : INFO : Epoch 1897 | loss: 0.0311615 | val_loss: 0.0311702 | Time: 1795.87 ms
[2021-03-09 08:58:56 main:574] : INFO : Epoch 1898 | loss: 0.0311602 | val_loss: 0.0311687 | Time: 1421.81 ms
[2021-03-09 08:58:58 main:574] : INFO : Epoch 1899 | loss: 0.03116 | val_loss: 0.0311726 | Time: 1726.61 ms
[2021-03-09 08:59:00 main:574] : INFO : Epoch 1900 | loss: 0.0311587 | val_loss: 0.0311717 | Time: 1787.32 ms
[2021-03-09 08:59:01 main:574] : INFO : Epoch 1901 | loss: 0.0311592 | val_loss: 0.0311686 | Time: 1693.84 ms
[2021-03-09 08:59:03 main:574] : INFO : Epoch 1902 | loss: 0.0311606 | val_loss: 0.031174 | Time: 1756.97 ms
[2021-03-09 08:59:05 main:574] : INFO : Epoch 1903 | loss: 0.0311599 | val_loss: 0.0311729 | Time: 1838.47 ms
[2021-03-09 08:59:06 main:574] : INFO : Epoch 1904 | loss: 0.0311595 | val_loss: 0.0311695 | Time: 1394.19 ms
[2021-03-09 08:59:08 main:574] : INFO : Epoch 1905 | loss: 0.0311585 | val_loss: 0.0311693 | Time: 1736.21 ms
[2021-03-09 08:59:10 main:574] : INFO : Epoch 1906 | loss: 0.031158 | val_loss: 0.0311709 | Time: 1841.37 ms
[2021-03-09 08:59:12 main:574] : INFO : Epoch 1907 | loss: 0.03116 | val_loss: 0.0311698 | Time: 1705.41 ms
[2021-03-09 08:59:13 main:574] : INFO : Epoch 1908 | loss: 0.0311581 | val_loss: 0.031169 | Time: 1783.17 ms
[2021-03-09 08:59:15 main:574] : INFO : Epoch 1909 | loss: 0.0311594 | val_loss: 0.0311691 | Time: 1688.72 ms
[2021-03-09 08:59:17 main:574] : INFO : Epoch 1910 | loss: 0.0311588 | val_loss: 0.0311681 | Time: 1499.71 ms
[2021-03-09 08:59:18 main:574] : INFO : Epoch 1911 | loss: 0.0311577 | val_loss: 0.0311701 | Time: 1781.85 ms
[2021-03-09 08:59:20 main:574] : INFO : Epoch 1912 | loss: 0.0311575 | val_loss: 0.0311702 | Time: 1697.34 ms
[2021-03-09 08:59:22 main:574] : INFO : Epoch 1913 | loss: 0.0311574 | val_loss: 0.0311702 | Time: 1788.24 ms
[2021-03-09 08:59:24 main:574] : INFO : Epoch 1914 | loss: 0.0311568 | val_loss: 0.0311689 | Time: 1657.17 ms
[2021-03-09 08:59:25 main:574] : INFO : Epoch 1915 | loss: 0.0311582 | val_loss: 0.031177 | Time: 1666.05 ms
[2021-03-09 08:59:27 main:574] : INFO : Epoch 1916 | loss: 0.0311596 | val_loss: 0.0311689 | Time: 1524.17 ms
[2021-03-09 08:59:29 main:574] : INFO : Epoch 1917 | loss: 0.0311569 | val_loss: 0.0311703 | Time: 1803.27 ms
[2021-03-09 08:59:30 main:574] : INFO : Epoch 1918 | loss: 0.0311571 | val_loss: 0.031168 | Time: 1799.71 ms
[2021-03-09 08:59:32 main:574] : INFO : Epoch 1919 | loss: 0.0311599 | val_loss: 0.0311693 | Time: 1762.38 ms
[2021-03-09 08:59:34 main:574] : INFO : Epoch 1920 | loss: 0.0311575 | val_loss: 0.0311693 | Time: 1746.73 ms
[2021-03-09 08:59:36 main:574] : INFO : Epoch 1921 | loss: 0.0311576 | val_loss: 0.0311698 | Time: 1568.85 ms
[2021-03-09 08:59:37 main:574] : INFO : Epoch 1922 | loss: 0.0311591 | val_loss: 0.0311706 | Time: 1634.09 ms
[2021-03-09 08:59:39 main:574] : INFO : Epoch 1923 | loss: 0.0311578 | val_loss: 0.0311767 | Time: 1786.29 ms
[2021-03-09 08:59:41 main:574] : INFO : Epoch 1924 | loss: 0.0311589 | val_loss: 0.0311693 | Time: 1769.19 ms
[2021-03-09 08:59:43 main:574] : INFO : Epoch 1925 | loss: 0.0311587 | val_loss: 0.0311688 | Time: 1718.4 ms
[2021-03-09 08:59:44 main:574] : INFO : Epoch 1926 | loss: 0.0311565 | val_loss: 0.0311685 | Time: 1787.16 ms
[2021-03-09 08:59:46 main:574] : INFO : Epoch 1927 | loss: 0.0311561 | val_loss: 0.0311695 | Time: 1488.14 ms
[2021-03-09 08:59:48 main:574] : INFO : Epoch 1928 | loss: 0.031157 | val_loss: 0.0311683 | Time: 1689.81 ms
[2021-03-09 08:59:49 main:574] : INFO : Epoch 1929 | loss: 0.0311592 | val_loss: 0.0311687 | Time: 1756.78 ms
[2021-03-09 08:59:51 main:574] : INFO : Epoch 1930 | loss: 0.031156 | val_loss: 0.0311706 | Time: 1787.53 ms
[2021-03-09 08:59:53 main:574] : INFO : Epoch 1931 | loss: 0.031157 | val_loss: 0.0311687 | Time: 1725.22 ms
[2021-03-09 08:59:55 main:574] : INFO : Epoch 1932 | loss: 0.0311554 | val_loss: 0.031168 | Time: 1737.26 ms
[2021-03-09 08:59:56 main:574] : INFO : Epoch 1933 | loss: 0.0311564 | val_loss: 0.0311711 | Time: 1464.18 ms
[2021-03-09 08:59:58 main:574] : INFO : Epoch 1934 | loss: 0.0311561 | val_loss: 0.0311718 | Time: 1715.42 ms
[2021-03-09 09:00:00 main:574] : INFO : Epoch 1935 | loss: 0.0311573 | val_loss: 0.0311702 | Time: 1740.87 ms
[2021-03-09 09:00:01 main:574] : INFO : Epoch 1936 | loss: 0.031157 | val_loss: 0.0311761 | Time: 1816.57 ms
[2021-03-09 09:00:03 main:574] : INFO : Epoch 1937 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 1796.79 ms
[2021-03-09 09:00:05 main:574] : INFO : Epoch 1938 | loss: 0.0311567 | val_loss: 0.0311714 | Time: 1732.5 ms
[2021-03-09 09:00:06 main:574] : INFO : Epoch 1939 | loss: 0.0311564 | val_loss: 0.0311754 | Time: 1450.17 ms
[2021-03-09 09:00:08 main:574] : INFO : Epoch 1940 | loss: 0.0311596 | val_loss: 0.0311716 | Time: 1791.59 ms
[2021-03-09 09:00:10 main:574] : INFO : Epoch 1941 | loss: 0.0311556 | val_loss: 0.0311689 | Time: 1815.23 ms
[2021-03-09 09:00:12 main:574] : INFO : Epoch 1942 | loss: 0.0311553 | val_loss: 0.0311678 | Time: 1800.03 ms
[2021-03-09 09:00:14 main:574] : INFO : Epoch 1943 | loss: 0.0311565 | val_loss: 0.0311689 | Time: 1758.42 ms
[2021-03-09 09:00:15 main:574] : INFO : Epoch 1944 | loss: 0.0311595 | val_loss: 0.03117 | Time: 1676.76 ms
[2021-03-09 09:00:17 main:574] : INFO : Epoch 1945 | loss: 0.0311557 | val_loss: 0.0311684 | Time: 1450.43 ms
[2021-03-09 09:00:18 main:574] : INFO : Epoch 1946 | loss: 0.0311575 | val_loss: 0.0311735 | Time: 1725.62 ms
[2021-03-09 09:00:20 main:574] : INFO : Epoch 1947 | loss: 0.0311557 | val_loss: 0.0311677 | Time: 1719.19 ms
[2021-03-09 09:00:22 main:574] : INFO : Epoch 1948 | loss: 0.0311543 | val_loss: 0.0311696 | Time: 1677.4 ms
[2021-03-09 09:00:24 main:574] : INFO : Epoch 1949 | loss: 0.0311549 | val_loss: 0.0311678 | Time: 1845.72 ms
[2021-03-09 09:00:25 main:574] : INFO : Epoch 1950 | loss: 0.0311553 | val_loss: 0.0311685 | Time: 1587.99 ms
[2021-03-09 09:00:27 main:574] : INFO : Epoch 1951 | loss: 0.0311545 | val_loss: 0.0311721 | Time: 1539.22 ms
[2021-03-09 09:00:29 main:574] : INFO : Epoch 1952 | loss: 0.0311544 | val_loss: 0.0311678 | Time: 1765.15 ms
[2021-03-09 09:00:31 main:574] : INFO : Epoch 1953 | loss: 0.0311543 | val_loss: 0.0311716 | Time: 1803.08 ms
[2021-03-09 09:00:32 main:574] : INFO : Epoch 1954 | loss: 0.0311554 | val_loss: 0.0311695 | Time: 1792.38 ms
[2021-03-09 09:00:34 main:574] : INFO : Epoch 1955 | loss: 0.0311549 | val_loss: 0.0311757 | Time: 1789.08 ms
[2021-03-09 09:00:36 main:574] : INFO : Epoch 1956 | loss: 0.0311543 | val_loss: 0.0311695 | Time: 1496.64 ms
[2021-03-09 09:00:37 main:574] : INFO : Epoch 1957 | loss: 0.0311551 | val_loss: 0.0311689 | Time: 1654.29 ms
[2021-03-09 09:00:39 main:574] : INFO : Epoch 1958 | loss: 0.0311533 | val_loss: 0.0311691 | Time: 1799.48 ms
[2021-03-09 09:00:41 main:574] : INFO : Epoch 1959 | loss: 0.0311596 | val_loss: 0.0311801 | Time: 1758.32 ms
[2021-03-09 09:00:43 main:574] : INFO : Epoch 1960 | loss: 0.031158 | val_loss: 0.0311711 | Time: 1749.03 ms
[2021-03-09 09:00:44 main:574] : INFO : Epoch 1961 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 1718.41 ms
[2021-03-09 09:00:46 main:574] : INFO : Epoch 1962 | loss: 0.0311553 | val_loss: 0.0311691 | Time: 1475.9 ms
[2021-03-09 09:00:48 main:574] : INFO : Epoch 1963 | loss: 0.0311537 | val_loss: 0.0311697 | Time: 1710.78 ms
[2021-03-09 09:00:49 main:574] : INFO : Epoch 1964 | loss: 0.0311564 | val_loss: 0.03117 | Time: 1707.89 ms
[2021-03-09 09:00:51 main:574] : INFO : Epoch 1965 | loss: 0.0311591 | val_loss: 0.0311732 | Time: 1730.54 ms
[2021-03-09 09:00:53 main:574] : INFO : Epoch 1966 | loss: 0.0311587 | val_loss: 0.0311711 | Time: 1772.47 ms
[2021-03-09 09:00:55 main:574] : INFO : Epoch 1967 | loss: 0.0311546 | val_loss: 0.0311741 | Time: 1745.69 ms
[2021-03-09 09:00:56 main:574] : INFO : Epoch 1968 | loss: 0.0311553 | val_loss: 0.0311693 | Time: 1455.61 ms
[2021-03-09 09:00:58 main:574] : INFO : Epoch 1969 | loss: 0.0311528 | val_loss: 0.031168 | Time: 1707.88 ms
[2021-03-09 09:01:00 main:574] : INFO : Epoch 1970 | loss: 0.0311561 | val_loss: 0.0311726 | Time: 1754.36 ms
[2021-03-09 09:01:01 main:574] : INFO : Epoch 1971 | loss: 0.031154 | val_loss: 0.0311736 | Time: 1752.78 ms
[2021-03-09 09:01:03 main:574] : INFO : Epoch 1972 | loss: 0.0311551 | val_loss: 0.0311775 | Time: 1722.52 ms
[2021-03-09 09:01:05 main:574] : INFO : Epoch 1973 | loss: 0.0311534 | val_loss: 0.0311709 | Time: 1734.47 ms
[2021-03-09 09:01:06 main:574] : INFO : Epoch 1974 | loss: 0.0311552 | val_loss: 0.0311757 | Time: 1442 ms
[2021-03-09 09:01:08 main:574] : INFO : Epoch 1975 | loss: 0.031154 | val_loss: 0.0311684 | Time: 1735.12 ms
[2021-03-09 09:01:10 main:574] : INFO : Epoch 1976 | loss: 0.031153 | val_loss: 0.0311686 | Time: 1765.21 ms
[2021-03-09 09:01:12 main:574] : INFO : Epoch 1977 | loss: 0.0311541 | val_loss: 0.0311724 | Time: 1740.7 ms
[2021-03-09 09:01:13 main:574] : INFO : Epoch 1978 | loss: 0.0311605 | val_loss: 0.0311716 | Time: 1799.57 ms
[2021-03-09 09:01:15 main:574] : INFO : Epoch 1979 | loss: 0.0311563 | val_loss: 0.0311685 | Time: 1750.44 ms
[2021-03-09 09:01:16 main:574] : INFO : Epoch 1980 | loss: 0.0311533 | val_loss: 0.0311714 | Time: 1391.27 ms
[2021-03-09 09:01:18 main:574] : INFO : Epoch 1981 | loss: 0.0311537 | val_loss: 0.0311694 | Time: 1784.39 ms
[2021-03-09 09:01:20 main:574] : INFO : Epoch 1982 | loss: 0.031154 | val_loss: 0.0311716 | Time: 1710.74 ms
[2021-03-09 09:01:22 main:574] : INFO : Epoch 1983 | loss: 0.0311545 | val_loss: 0.0311712 | Time: 1796.44 ms
[2021-03-09 09:01:24 main:574] : INFO : Epoch 1984 | loss: 0.0311586 | val_loss: 0.0311722 | Time: 1785.89 ms
[2021-03-09 09:01:25 main:574] : INFO : Epoch 1985 | loss: 0.0311567 | val_loss: 0.0311734 | Time: 1645.58 ms
[2021-03-09 09:01:27 main:574] : INFO : Epoch 1986 | loss: 0.0311557 | val_loss: 0.0311729 | Time: 1432.59 ms
[2021-03-09 09:01:29 main:574] : INFO : Epoch 1987 | loss: 0.0311602 | val_loss: 0.0311768 | Time: 1766.12 ms
[2021-03-09 09:01:30 main:574] : INFO : Epoch 1988 | loss: 0.0311626 | val_loss: 0.0311694 | Time: 1693.96 ms
[2021-03-09 09:01:32 main:574] : INFO : Epoch 1989 | loss: 0.0311581 | val_loss: 0.0311726 | Time: 1793.23 ms
[2021-03-09 09:01:34 main:574] : INFO : Epoch 1990 | loss: 0.0311537 | val_loss: 0.0311695 | Time: 1826.56 ms
[2021-03-09 09:01:36 main:574] : INFO : Epoch 1991 | loss: 0.0311551 | val_loss: 0.0311698 | Time: 1652.57 ms
[2021-03-09 09:01:37 main:574] : INFO : Epoch 1992 | loss: 0.0311591 | val_loss: 0.0311692 | Time: 1489.62 ms
[2021-03-09 09:01:39 main:574] : INFO : Epoch 1993 | loss: 0.031156 | val_loss: 0.0311708 | Time: 1660.87 ms
[2021-03-09 09:01:40 main:574] : INFO : Epoch 1994 | loss: 0.0311572 | val_loss: 0.0311682 | Time: 1777.89 ms
[2021-03-09 09:01:42 main:574] : INFO : Epoch 1995 | loss: 0.0311539 | val_loss: 0.0311716 | Time: 1798.96 ms
[2021-03-09 09:01:44 main:574] : INFO : Epoch 1996 | loss: 0.0311525 | val_loss: 0.0311681 | Time: 1751.36 ms
[2021-03-09 09:01:46 main:574] : INFO : Epoch 1997 | loss: 0.031152 | val_loss: 0.0311705 | Time: 1638.12 ms
[2021-03-09 09:01:47 main:574] : INFO : Epoch 1998 | loss: 0.0311535 | val_loss: 0.0311746 | Time: 1548.73 ms
[2021-03-09 09:01:49 main:574] : INFO : Epoch 1999 | loss: 0.0311536 | val_loss: 0.0311692 | Time: 1777.36 ms
[2021-03-09 09:01:51 main:574] : INFO : Epoch 2000 | loss: 0.0311526 | val_loss: 0.0311678 | Time: 1892.06 ms
[2021-03-09 09:01:53 main:574] : INFO : Epoch 2001 | loss: 0.0311528 | val_loss: 0.0311706 | Time: 1792.11 ms
[2021-03-09 09:01:55 main:574] : INFO : Epoch 2002 | loss: 0.0311575 | val_loss: 0.0311834 | Time: 1810.05 ms
[2021-03-09 09:01:56 main:574] : INFO : Epoch 2003 | loss: 0.0311552 | val_loss: 0.0311686 | Time: 1491.76 ms
[2021-03-09 09:01:58 main:574] : INFO : Epoch 2004 | loss: 0.0311524 | val_loss: 0.0311739 | Time: 1732.47 ms
[2021-03-09 09:02:00 main:574] : INFO : Epoch 2005 | loss: 0.0311544 | val_loss: 0.0311704 | Time: 1764.84 ms
[2021-03-09 09:02:01 main:574] : INFO : Epoch 2006 | loss: 0.0311519 | val_loss: 0.0311701 | Time: 1696.08 ms
[2021-03-09 09:02:03 main:574] : INFO : Epoch 2007 | loss: 0.0311524 | val_loss: 0.0311682 | Time: 1809.18 ms
[2021-03-09 09:02:05 main:574] : INFO : Epoch 2008 | loss: 0.0311514 | val_loss: 0.0311689 | Time: 1689.43 ms
[2021-03-09 09:02:07 main:574] : INFO : Epoch 2009 | loss: 0.0311524 | val_loss: 0.0311713 | Time: 1740.77 ms
[2021-03-09 09:02:08 main:574] : INFO : Epoch 2010 | loss: 0.0311531 | val_loss: 0.0311726 | Time: 1871.96 ms
[2021-03-09 09:02:10 main:574] : INFO : Epoch 2011 | loss: 0.0311528 | val_loss: 0.031171 | Time: 1819.91 ms
[2021-03-09 09:02:12 main:574] : INFO : Epoch 2012 | loss: 0.0311521 | val_loss: 0.03117 | Time: 1864.05 ms
[2021-03-09 09:02:14 main:574] : INFO : Epoch 2013 | loss: 0.0311526 | val_loss: 0.0311702 | Time: 1836.07 ms
[2021-03-09 09:02:16 main:574] : INFO : Epoch 2014 | loss: 0.0311526 | val_loss: 0.0311694 | Time: 1581.39 ms
[2021-03-09 09:02:17 main:574] : INFO : Epoch 2015 | loss: 0.0311538 | val_loss: 0.0311777 | Time: 1564.16 ms
[2021-03-09 09:02:19 main:574] : INFO : Epoch 2016 | loss: 0.0311545 | val_loss: 0.0311702 | Time: 1781.86 ms
[2021-03-09 09:02:21 main:574] : INFO : Epoch 2017 | loss: 0.0311519 | val_loss: 0.0311722 | Time: 1787.95 ms
[2021-03-09 09:02:23 main:574] : INFO : Epoch 2018 | loss: 0.0311531 | val_loss: 0.0311702 | Time: 1734.82 ms
[2021-03-09 09:02:24 main:574] : INFO : Epoch 2019 | loss: 0.031155 | val_loss: 0.0311768 | Time: 1875.95 ms
[2021-03-09 09:02:26 main:574] : INFO : Epoch 2020 | loss: 0.0311528 | val_loss: 0.0311747 | Time: 1516.55 ms
[2021-03-09 09:02:28 main:574] : INFO : Epoch 2021 | loss: 0.0311559 | val_loss: 0.0311728 | Time: 1629.51 ms
[2021-03-09 09:02:29 main:574] : INFO : Epoch 2022 | loss: 0.0311575 | val_loss: 0.0311737 | Time: 1759.44 ms
[2021-03-09 09:02:31 main:574] : INFO : Epoch 2023 | loss: 0.0311529 | val_loss: 0.0311684 | Time: 1773.93 ms
[2021-03-09 09:02:33 main:574] : INFO : Epoch 2024 | loss: 0.0311513 | val_loss: 0.0311695 | Time: 1828.69 ms
[2021-03-09 09:02:35 main:574] : INFO : Epoch 2025 | loss: 0.0311502 | val_loss: 0.0311676 | Time: 1795.4 ms
[2021-03-09 09:02:36 main:574] : INFO : Epoch 2026 | loss: 0.0311508 | val_loss: 0.0311713 | Time: 1427.22 ms
[2021-03-09 09:02:38 main:574] : INFO : Epoch 2027 | loss: 0.0311512 | val_loss: 0.0311688 | Time: 1723.34 ms
[2021-03-09 09:02:40 main:574] : INFO : Epoch 2028 | loss: 0.031153 | val_loss: 0.0311699 | Time: 1805.56 ms
[2021-03-09 09:02:42 main:574] : INFO : Epoch 2029 | loss: 0.0311518 | val_loss: 0.0311702 | Time: 1777.82 ms
[2021-03-09 09:02:44 main:574] : INFO : Epoch 2030 | loss: 0.0311529 | val_loss: 0.0311697 | Time: 1867.4 ms
[2021-03-09 09:02:45 main:574] : INFO : Epoch 2031 | loss: 0.0311538 | val_loss: 0.0311683 | Time: 1752.76 ms
[2021-03-09 09:02:47 main:574] : INFO : Epoch 2032 | loss: 0.0311559 | val_loss: 0.0311703 | Time: 1446.9 ms
[2021-03-09 09:02:48 main:574] : INFO : Epoch 2033 | loss: 0.0311548 | val_loss: 0.0311736 | Time: 1742.36 ms
[2021-03-09 09:02:50 main:574] : INFO : Epoch 2034 | loss: 0.0311555 | val_loss: 0.0311731 | Time: 1819.82 ms
[2021-03-09 09:02:52 main:574] : INFO : Epoch 2035 | loss: 0.031153 | val_loss: 0.031172 | Time: 1873.55 ms
[2021-03-09 09:02:54 main:574] : INFO : Epoch 2036 | loss: 0.0311526 | val_loss: 0.0311698 | Time: 1924.37 ms
[2021-03-09 09:02:56 main:574] : INFO : Epoch 2037 | loss: 0.0311527 | val_loss: 0.0311676 | Time: 1597.52 ms
[2021-03-09 09:02:57 main:574] : INFO : Epoch 2038 | loss: 0.0311528 | val_loss: 0.03117 | Time: 1586.26 ms
[2021-03-09 09:02:59 main:574] : INFO : Epoch 2039 | loss: 0.0311532 | val_loss: 0.0311756 | Time: 1807.82 ms
[2021-03-09 09:03:01 main:574] : INFO : Epoch 2040 | loss: 0.031155 | val_loss: 0.0311695 | Time: 1750.49 ms
[2021-03-09 09:03:03 main:574] : INFO : Epoch 2041 | loss: 0.0311516 | val_loss: 0.031168 | Time: 1776.57 ms
[2021-03-09 09:03:05 main:574] : INFO : Epoch 2042 | loss: 0.0311524 | val_loss: 0.0311682 | Time: 1841.46 ms
[2021-03-09 09:03:06 main:574] : INFO : Epoch 2043 | loss: 0.0311517 | val_loss: 0.0311706 | Time: 1484.71 ms
[2021-03-09 09:03:08 main:574] : INFO : Epoch 2044 | loss: 0.0311533 | val_loss: 0.031176 | Time: 1837.5 ms
[2021-03-09 09:03:10 main:574] : INFO : Epoch 2045 | loss: 0.0311518 | val_loss: 0.0311684 | Time: 1823.01 ms
[2021-03-09 09:03:12 main:574] : INFO : Epoch 2046 | loss: 0.0311529 | val_loss: 0.0311704 | Time: 1772.57 ms
[2021-03-09 09:03:13 main:574] : INFO : Epoch 2047 | loss: 0.0311578 | val_loss: 0.0311719 | Time: 1837.67 ms
[2021-03-09 09:03:15 main:574] : INFO : Epoch 2048 | loss: 0.0311567 | val_loss: 0.0311716 | Time: 1843.1 ms
[2021-03-09 09:03:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311716
[2021-03-09 09:03:15 main:603] : INFO : Saving end state to config to file
[2021-03-09 09:03:15 main:608] : INFO : Success, exiting..
09:03:15 (11760): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)