Task 4196807
| Name | ParityModified-1611720818-28966-7_0 |
| Workunit | 2291565 |
| Created | 27 Feb 2021, 20:11:29 UTC |
| Sent | 9 Mar 2021, 14:02:29 UTC |
| Report deadline | 16 Mar 2021, 14:02:29 UTC |
| Received | 9 Mar 2021, 16:56:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6554 |
| Run time | 58 min 55 sec |
| CPU time | 58 min 14 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 | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311672 | val_loss: 0.0311666 | Time: 1833.87 ms [2021-03-09 16:48:46 main:574] : INFO : Epoch 1543 | loss: 0.0311656 | val_loss: 0.0311706 | Time: 1436.29 ms [2021-03-09 16:48:48 main:574] : INFO : Epoch 1544 | loss: 0.0311654 | val_loss: 0.0311692 | Time: 1786.09 ms [2021-03-09 16:48:50 main:574] : INFO : Epoch 1545 | loss: 0.0311659 | val_loss: 0.0311691 | Time: 1852.6 ms [2021-03-09 16:48:52 main:574] : INFO : Epoch 1546 | loss: 0.0311653 | val_loss: 0.0311674 | Time: 1748 ms [2021-03-09 16:48:53 main:574] : INFO : Epoch 1547 | loss: 0.0311645 | val_loss: 0.0311703 | Time: 1714.27 ms [2021-03-09 16:48:55 main:574] : INFO : Epoch 1548 | loss: 0.0311669 | val_loss: 0.0311705 | Time: 1678.35 ms [2021-03-09 16:48:56 main:574] : INFO : Epoch 1549 | loss: 0.0311648 | val_loss: 0.0311679 | Time: 1486.94 ms [2021-03-09 16:48:58 main:574] : INFO : Epoch 1550 | loss: 0.0311655 | val_loss: 0.0311724 | Time: 1726.32 ms [2021-03-09 16:49:00 main:574] : INFO : Epoch 1551 | loss: 0.0311674 | val_loss: 0.0311716 | Time: 1850.97 ms [2021-03-09 16:49:02 main:574] : INFO : Epoch 1552 | loss: 0.0311674 | val_loss: 0.0311704 | Time: 1807.34 ms [2021-03-09 16:49:04 main:574] : INFO : Epoch 1553 | loss: 0.031166 | val_loss: 0.0311698 | Time: 1720.54 ms [2021-03-09 16:49:05 main:574] : INFO : Epoch 1554 | loss: 0.0311658 | val_loss: 0.031169 | Time: 1628.04 ms [2021-03-09 16:49:07 main:574] : INFO : Epoch 1555 | loss: 0.0311685 | val_loss: 0.0311718 | Time: 1562.07 ms [2021-03-09 16:49:09 main:574] : INFO : Epoch 1556 | loss: 0.0311714 | val_loss: 0.0311701 | Time: 1773.75 ms [2021-03-09 16:49:10 main:574] : INFO : Epoch 1557 | loss: 0.0311694 | val_loss: 0.031172 | Time: 1838.84 ms [2021-03-09 16:49:12 main:574] : INFO : Epoch 1558 | loss: 0.0311668 | val_loss: 0.0311722 | Time: 1845.54 ms [2021-03-09 16:49:14 main:574] : INFO : Epoch 1559 | loss: 0.0311668 | val_loss: 0.0311699 | Time: 1841.85 ms [2021-03-09 16:49:16 main:574] : INFO : Epoch 1560 | loss: 0.031167 | val_loss: 0.0311708 | Time: 1479.16 ms [2021-03-09 16:49:17 main:574] : INFO : Epoch 1561 | loss: 0.0311665 | val_loss: 0.0311722 | Time: 1664.64 ms [2021-03-09 16:49:19 main:574] : INFO : Epoch 1562 | loss: 0.0311659 | val_loss: 0.0311687 | Time: 1830.82 ms [2021-03-09 16:49:21 main:574] : INFO : Epoch 1563 | loss: 0.0311654 | val_loss: 0.0311702 | Time: 1781.84 ms [2021-03-09 16:49:23 main:574] : INFO : Epoch 1564 | loss: 0.0311652 | val_loss: 0.0311735 | Time: 1792.68 ms [2021-03-09 16:49:24 main:574] : INFO : Epoch 1565 | loss: 0.0311678 | val_loss: 0.0311702 | Time: 1683.86 ms [2021-03-09 16:49:26 main:574] : INFO : Epoch 1566 | loss: 0.0311676 | val_loss: 0.0311724 | Time: 1465.14 ms [2021-03-09 16:49:28 main:574] : INFO : Epoch 1567 | loss: 0.0311656 | val_loss: 0.0311689 | Time: 1776.57 ms [2021-03-09 16:49:29 main:574] : INFO : Epoch 1568 | loss: 0.0311654 | val_loss: 0.0311684 | Time: 1787.45 ms [2021-03-09 16:49:31 main:574] : INFO : Epoch 1569 | loss: 0.0311649 | val_loss: 0.0311694 | Time: 1736.28 ms [2021-03-09 16:49:33 main:574] : INFO : Epoch 1570 | loss: 0.0311645 | val_loss: 0.031169 | Time: 1784.54 ms [2021-03-09 16:49:35 main:574] : INFO : Epoch 1571 | loss: 0.0311642 | val_loss: 0.0311685 | Time: 1746.37 ms [2021-03-09 16:49:36 main:574] : INFO : Epoch 1572 | loss: 0.0311661 | val_loss: 0.0311698 | Time: 1398.56 ms [2021-03-09 16:49:38 main:574] : INFO : Epoch 1573 | loss: 0.031167 | val_loss: 0.0311699 | Time: 1794.55 ms [2021-03-09 16:49:40 main:574] : INFO : Epoch 1574 | loss: 0.0311662 | val_loss: 0.0311704 | Time: 1788.53 ms [2021-03-09 16:49:42 main:574] : INFO : Epoch 1575 | loss: 0.0311676 | val_loss: 0.0311702 | Time: 1762.69 ms [2021-03-09 16:49:43 main:574] : INFO : Epoch 1576 | loss: 0.0311676 | val_loss: 0.0311686 | Time: 1824.52 ms [2021-03-09 16:49:45 main:574] : INFO : Epoch 1577 | loss: 0.0311657 | val_loss: 0.0311687 | Time: 1660.04 ms [2021-03-09 16:49:47 main:574] : INFO : Epoch 1578 | loss: 0.0311672 | val_loss: 0.0311707 | Time: 1470.26 ms [2021-03-09 16:49:48 main:574] : INFO : Epoch 1579 | loss: 0.0311659 | val_loss: 0.0311699 | Time: 1750.01 ms [2021-03-09 16:49:50 main:574] : INFO : Epoch 1580 | loss: 0.0311654 | val_loss: 0.0311687 | Time: 1827.95 ms [2021-03-09 16:49:52 main:574] : INFO : Epoch 1581 | loss: 0.0311652 | val_loss: 0.0311691 | Time: 1766.75 ms [2021-03-09 16:49:54 main:574] : INFO : Epoch 1582 | loss: 0.0311669 | val_loss: 0.0311697 | Time: 1717.48 ms [2021-03-09 16:49:55 main:574] : INFO : Epoch 1583 | loss: 0.0311681 | val_loss: 0.0311734 | Time: 1581.34 ms [2021-03-09 16:49:57 main:574] : INFO : Epoch 1584 | loss: 0.0311693 | val_loss: 0.0311676 | Time: 1546.68 ms [2021-03-09 16:49:59 main:574] : INFO : Epoch 1585 | loss: 0.0311667 | val_loss: 0.0311684 | Time: 1741.82 ms [2021-03-09 16:50:00 main:574] : INFO : Epoch 1586 | loss: 0.0311645 | val_loss: 0.0311704 | Time: 1797.74 ms [2021-03-09 16:50:02 main:574] : INFO : Epoch 1587 | loss: 0.0311661 | val_loss: 0.0311674 | Time: 1830.36 ms [2021-03-09 16:50:04 main:574] : INFO : Epoch 1588 | loss: 0.0311653 | val_loss: 0.0311672 | Time: 1731.12 ms [2021-03-09 16:50:05 main:574] : INFO : Epoch 1589 | loss: 0.0311641 | val_loss: 0.0311678 | Time: 1543.94 ms [2021-03-09 16:50:07 main:574] : INFO : Epoch 1590 | loss: 0.0311636 | val_loss: 0.0311675 | Time: 1636.68 ms [2021-03-09 16:50:09 main:574] : INFO : Epoch 1591 | loss: 0.0311637 | val_loss: 0.0311675 | Time: 1809.39 ms [2021-03-09 16:50:11 main:574] : INFO : Epoch 1592 | loss: 0.0311648 | val_loss: 0.0311676 | Time: 1747.37 ms [2021-03-09 16:50:13 main:574] : INFO : Epoch 1593 | loss: 0.0311651 | val_loss: 0.0311682 | Time: 1821.4 ms [2021-03-09 16:50:14 main:574] : INFO : Epoch 1594 | loss: 0.0311645 | val_loss: 0.0311664 | Time: 1790.59 ms [2021-03-09 16:50:16 main:574] : INFO : Epoch 1595 | loss: 0.0311637 | val_loss: 0.0311708 | Time: 1467.18 ms [2021-03-09 16:50:17 main:574] : INFO : Epoch 1596 | loss: 0.0311663 | val_loss: 0.0311716 | Time: 1627.87 ms [2021-03-09 16:50:19 main:574] : INFO : Epoch 1597 | loss: 0.0311674 | val_loss: 0.0311698 | Time: 1692.2 ms [2021-03-09 16:50:21 main:574] : INFO : Epoch 1598 | loss: 0.0311656 | val_loss: 0.0311694 | Time: 1807.14 ms [2021-03-09 16:50:23 main:574] : INFO : Epoch 1599 | loss: 0.0311646 | val_loss: 0.0311691 | Time: 1772.66 ms [2021-03-09 16:50:25 main:574] : INFO : Epoch 1600 | loss: 0.0311647 | val_loss: 0.0311701 | Time: 1759.8 ms [2021-03-09 16:50:26 main:574] : INFO : Epoch 1601 | loss: 0.0311651 | val_loss: 0.031169 | Time: 1463.19 ms [2021-03-09 16:50:28 main:574] : INFO : Epoch 1602 | loss: 0.0311658 | val_loss: 0.0311709 | Time: 1680.38 ms [2021-03-09 16:50:29 main:574] : INFO : Epoch 1603 | loss: 0.0311652 | val_loss: 0.0311719 | Time: 1676.11 ms [2021-03-09 16:50:31 main:574] : INFO : Epoch 1604 | loss: 0.0311649 | val_loss: 0.0311713 | Time: 1781.83 ms [2021-03-09 16:50:33 main:574] : INFO : Epoch 1605 | loss: 0.0311645 | val_loss: 0.0311716 | Time: 1843.07 ms [2021-03-09 16:50:35 main:574] : INFO : Epoch 1606 | loss: 0.0311629 | val_loss: 0.0311683 | Time: 1807.86 ms [2021-03-09 16:50:36 main:574] : INFO : Epoch 1607 | loss: 0.0311627 | val_loss: 0.0311697 | Time: 1446.52 ms [2021-03-09 16:50:38 main:574] : INFO : Epoch 1608 | loss: 0.031163 | val_loss: 0.0311717 | Time: 1746.61 ms [2021-03-09 16:50:40 main:574] : INFO : Epoch 1609 | loss: 0.031164 | val_loss: 0.0311693 | Time: 1775.08 ms [2021-03-09 16:50:42 main:574] : INFO : Epoch 1610 | loss: 0.031164 | val_loss: 0.0311688 | Time: 1804.53 ms [2021-03-09 16:50:43 main:574] : INFO : Epoch 1611 | loss: 0.0311623 | val_loss: 0.0311688 | Time: 1780.74 ms [2021-03-09 16:50:45 main:574] : INFO : Epoch 1612 | loss: 0.0311639 | val_loss: 0.0311712 | Time: 1681.47 ms [2021-03-09 16:50:47 main:574] : INFO : Epoch 1613 | loss: 0.0311647 | val_loss: 0.0311709 | Time: 1479.66 ms [2021-03-09 16:50:48 main:574] : INFO : Epoch 1614 | loss: 0.0311634 | val_loss: 0.0311669 | Time: 1752.07 ms [2021-03-09 16:50:50 main:574] : INFO : Epoch 1615 | loss: 0.0311616 | val_loss: 0.0311677 | Time: 1776.15 ms [2021-03-09 16:50:52 main:574] : INFO : Epoch 1616 | loss: 0.031162 | val_loss: 0.0311698 | Time: 1801.15 ms [2021-03-09 16:50:54 main:574] : INFO : Epoch 1617 | loss: 0.031161 | val_loss: 0.0311683 | Time: 1778.73 ms [2021-03-09 16:50:55 main:574] : INFO : Epoch 1618 | loss: 0.0311595 | val_loss: 0.0311683 | Time: 1559.56 ms [2021-03-09 16:50:57 main:574] : INFO : Epoch 1619 | loss: 0.0311596 | val_loss: 0.0311699 | Time: 1550.64 ms [2021-03-09 16:50:59 main:574] : INFO : Epoch 1620 | loss: 0.0311592 | val_loss: 0.0311701 | Time: 1786.38 ms [2021-03-09 16:51:00 main:574] : INFO : Epoch 1621 | loss: 0.0311609 | val_loss: 0.0311719 | Time: 1807.19 ms [2021-03-09 16:51:02 main:574] : INFO : Epoch 1622 | loss: 0.0311615 | val_loss: 0.0311679 | Time: 1784.94 ms [2021-03-09 16:51:04 main:574] : INFO : Epoch 1623 | loss: 0.0311601 | val_loss: 0.0311672 | Time: 1839.6 ms [2021-03-09 16:51:06 main:574] : INFO : Epoch 1624 | loss: 0.0311595 | val_loss: 0.0311664 | Time: 1557.18 ms [2021-03-09 16:51:07 main:574] : INFO : Epoch 1625 | loss: 0.0311592 | val_loss: 0.0311675 | Time: 1668.4 ms [2021-03-09 16:51:09 main:574] : INFO : Epoch 1626 | loss: 0.03116 | val_loss: 0.0311703 | Time: 1769.39 ms [2021-03-09 16:51:11 main:574] : INFO : Epoch 1627 | loss: 0.0311595 | val_loss: 0.0311666 | Time: 1760.17 ms [2021-03-09 16:51:13 main:574] : INFO : Epoch 1628 | loss: 0.0311584 | val_loss: 0.0311692 | Time: 1858.72 ms [2021-03-09 16:51:15 main:574] : INFO : Epoch 1629 | loss: 0.0311589 | val_loss: 0.0311675 | Time: 1732.68 ms [2021-03-09 16:51:16 main:574] : INFO : Epoch 1630 | loss: 0.0311582 | val_loss: 0.0311668 | Time: 1490.82 ms [2021-03-09 16:51:18 main:574] : INFO : Epoch 1631 | loss: 0.0311575 | val_loss: 0.0311679 | Time: 1729.8 ms [2021-03-09 16:51:20 main:574] : INFO : Epoch 1632 | loss: 0.0311633 | val_loss: 0.0311694 | Time: 1784.36 ms [2021-03-09 16:51:21 main:574] : INFO : Epoch 1633 | loss: 0.0311664 | val_loss: 0.0311708 | Time: 1777.23 ms [2021-03-09 16:51:23 main:574] : INFO : Epoch 1634 | loss: 0.0311662 | val_loss: 0.0311703 | Time: 1752.27 ms [2021-03-09 16:51:25 main:574] : INFO : Epoch 1635 | loss: 0.0311677 | val_loss: 0.0311741 | Time: 1776.54 ms [2021-03-09 16:51:26 main:574] : INFO : Epoch 1636 | loss: 0.0311687 | val_loss: 0.0311695 | Time: 1437.9 ms [2021-03-09 16:51:28 main:574] : INFO : Epoch 1637 | loss: 0.0311666 | val_loss: 0.0311678 | Time: 1760.37 ms [2021-03-09 16:51:30 main:574] : INFO : Epoch 1638 | loss: 0.0311654 | val_loss: 0.0311679 | Time: 1801.6 ms [2021-03-09 16:51:32 main:574] : INFO : Epoch 1639 | loss: 0.0311651 | val_loss: 0.0311658 | Time: 1802.92 ms [2021-03-09 16:51:34 main:574] : INFO : Epoch 1640 | loss: 0.0311641 | val_loss: 0.0311657 | Time: 1817.51 ms [2021-03-09 16:51:35 main:574] : INFO : Epoch 1641 | loss: 0.0311645 | val_loss: 0.0311664 | Time: 1694.34 ms [2021-03-09 16:51:37 main:574] : INFO : Epoch 1642 | loss: 0.0311642 | val_loss: 0.0311657 | Time: 1473.54 ms [2021-03-09 16:51:39 main:574] : INFO : Epoch 1643 | loss: 0.0311649 | val_loss: 0.0311663 | Time: 1747.89 ms [2021-03-09 16:51:40 main:574] : INFO : Epoch 1644 | loss: 0.0311653 | val_loss: 0.0311678 | Time: 1818.55 ms [2021-03-09 16:51:42 main:574] : INFO : Epoch 1645 | loss: 0.0311642 | val_loss: 0.0311661 | Time: 1744.53 ms [2021-03-09 16:51:44 main:574] : INFO : Epoch 1646 | loss: 0.0311643 | val_loss: 0.031164 | Time: 1746.37 ms [2021-03-09 16:51:46 main:574] : INFO : Epoch 1647 | loss: 0.0311634 | val_loss: 0.0311639 | Time: 1676.29 ms [2021-03-09 16:51:47 main:574] : INFO : Epoch 1648 | loss: 0.0311643 | val_loss: 0.0311645 | Time: 1526.43 ms [2021-03-09 16:51:49 main:574] : INFO : Epoch 1649 | loss: 0.0311626 | val_loss: 0.0311694 | Time: 1756.7 ms [2021-03-09 16:51:51 main:574] : INFO : Epoch 1650 | loss: 0.0311656 | val_loss: 0.0311654 | Time: 1799.03 ms [2021-03-09 16:51:52 main:574] : INFO : Epoch 1651 | loss: 0.0311625 | val_loss: 0.0311633 | Time: 1751.1 ms [2021-03-09 16:51:54 main:574] : INFO : Epoch 1652 | loss: 0.0311622 | val_loss: 0.0311633 | Time: 1806.67 ms [2021-03-09 16:51:56 main:574] : INFO : Epoch 1653 | loss: 0.0311625 | val_loss: 0.031165 | Time: 1533.66 ms [2021-03-09 16:51:57 main:574] : INFO : Epoch 1654 | loss: 0.0311636 | val_loss: 0.0311648 | Time: 1632.51 ms [2021-03-09 16:51:59 main:574] : INFO : Epoch 1655 | loss: 0.0311629 | val_loss: 0.0311657 | Time: 1728.06 ms [2021-03-09 16:52:01 main:574] : INFO : Epoch 1656 | loss: 0.0311634 | val_loss: 0.0311633 | Time: 1730.71 ms [2021-03-09 16:52:03 main:574] : INFO : Epoch 1657 | loss: 0.031163 | val_loss: 0.0311645 | Time: 1802.45 ms [2021-03-09 16:52:05 main:574] : INFO : Epoch 1658 | loss: 0.0311626 | val_loss: 0.031164 | Time: 1826.57 ms [2021-03-09 16:52:06 main:574] : INFO : Epoch 1659 | loss: 0.0311634 | val_loss: 0.0311653 | Time: 1515.64 ms [2021-03-09 16:52:08 main:574] : INFO : Epoch 1660 | loss: 0.0311631 | val_loss: 0.0311659 | Time: 1672.99 ms [2021-03-09 16:52:10 main:574] : INFO : Epoch 1661 | loss: 0.0311626 | val_loss: 0.03117 | Time: 1738 ms [2021-03-09 16:52:11 main:574] : INFO : Epoch 1662 | loss: 0.0311638 | val_loss: 0.0311675 | Time: 1825.88 ms [2021-03-09 16:52:13 main:574] : INFO : Epoch 1663 | loss: 0.0311614 | val_loss: 0.031164 | Time: 1752.71 ms [2021-03-09 16:52:15 main:574] : INFO : Epoch 1664 | loss: 0.0311605 | val_loss: 0.031163 | Time: 1693.42 ms [2021-03-09 16:52:16 main:574] : INFO : Epoch 1665 | loss: 0.0311617 | val_loss: 0.0311633 | Time: 1454.29 ms [2021-03-09 16:52:18 main:574] : INFO : Epoch 1666 | loss: 0.031161 | val_loss: 0.0311645 | Time: 1789.23 ms [2021-03-09 16:52:20 main:574] : INFO : Epoch 1667 | loss: 0.0311599 | val_loss: 0.0311621 | Time: 1833.31 ms [2021-03-09 16:52:22 main:574] : INFO : Epoch 1668 | loss: 0.0311602 | val_loss: 0.0311624 | Time: 1771.08 ms [2021-03-09 16:52:24 main:574] : INFO : Epoch 1669 | loss: 0.031161 | val_loss: 0.0311631 | Time: 1828.7 ms [2021-03-09 16:52:25 main:574] : INFO : Epoch 1670 | loss: 0.0311607 | val_loss: 0.0311632 | Time: 1765.58 ms [2021-03-09 16:52:27 main:574] : INFO : Epoch 1671 | loss: 0.0311617 | val_loss: 0.0311637 | Time: 1418.97 ms [2021-03-09 16:52:28 main:574] : INFO : Epoch 1672 | loss: 0.0311607 | val_loss: 0.0311635 | Time: 1742.17 ms [2021-03-09 16:52:30 main:574] : INFO : Epoch 1673 | loss: 0.0311601 | val_loss: 0.0311659 | Time: 1798.14 ms [2021-03-09 16:52:32 main:574] : INFO : Epoch 1674 | loss: 0.0311603 | val_loss: 0.0311641 | Time: 1803.88 ms [2021-03-09 16:52:34 main:574] : INFO : Epoch 1675 | loss: 0.0311617 | val_loss: 0.0311654 | Time: 1804.57 ms [2021-03-09 16:52:36 main:574] : INFO : Epoch 1676 | loss: 0.0311588 | val_loss: 0.0311625 | Time: 1640.14 ms [2021-03-09 16:52:37 main:574] : INFO : Epoch 1677 | loss: 0.0311594 | val_loss: 0.0311623 | Time: 1520.95 ms [2021-03-09 16:52:39 main:574] : INFO : Epoch 1678 | loss: 0.0311586 | val_loss: 0.0311629 | Time: 1757.68 ms [2021-03-09 16:52:41 main:574] : INFO : Epoch 1679 | loss: 0.031159 | val_loss: 0.0311647 | Time: 1763.8 ms [2021-03-09 16:52:42 main:574] : INFO : Epoch 1680 | loss: 0.0311604 | val_loss: 0.0311649 | Time: 1760.48 ms [2021-03-09 16:52:44 main:574] : INFO : Epoch 1681 | loss: 0.0311625 | val_loss: 0.0311701 | Time: 1760.51 ms [2021-03-09 16:52:46 main:574] : INFO : Epoch 1682 | loss: 0.0311619 | val_loss: 0.0311626 | Time: 1558.03 ms [2021-03-09 16:52:47 main:574] : INFO : Epoch 1683 | loss: 0.0311594 | val_loss: 0.0311627 | Time: 1608.09 ms [2021-03-09 16:52:49 main:574] : INFO : Epoch 1684 | loss: 0.0311582 | val_loss: 0.0311625 | Time: 1798.61 ms [2021-03-09 16:52:51 main:574] : INFO : Epoch 1685 | loss: 0.0311586 | val_loss: 0.0311649 | Time: 1860.31 ms [2021-03-09 16:52:53 main:574] : INFO : Epoch 1686 | loss: 0.03116 | val_loss: 0.0311652 | Time: 1900.95 ms [2021-03-09 16:52:55 main:574] : INFO : Epoch 1687 | loss: 0.0311597 | val_loss: 0.031165 | Time: 1718.66 ms [2021-03-09 16:52:56 main:574] : INFO : Epoch 1688 | loss: 0.0311606 | val_loss: 0.0311647 | Time: 1468.43 ms [2021-03-09 16:52:58 main:574] : INFO : Epoch 1689 | loss: 0.0311607 | val_loss: 0.0311657 | Time: 1629.88 ms [2021-03-09 16:53:00 main:574] : INFO : Epoch 1690 | loss: 0.0311612 | val_loss: 0.0311649 | Time: 1766.09 ms [2021-03-09 16:53:01 main:574] : INFO : Epoch 1691 | loss: 0.0311604 | val_loss: 0.0311668 | Time: 1814.65 ms [2021-03-09 16:53:03 main:574] : INFO : Epoch 1692 | loss: 0.0311606 | val_loss: 0.0311655 | Time: 1782.66 ms [2021-03-09 16:53:05 main:574] : INFO : Epoch 1693 | loss: 0.0311591 | val_loss: 0.0311656 | Time: 1796.9 ms [2021-03-09 16:53:06 main:574] : INFO : Epoch 1694 | loss: 0.0311592 | val_loss: 0.0311647 | Time: 1443.01 ms [2021-03-09 16:53:08 main:574] : INFO : Epoch 1695 | loss: 0.0311587 | val_loss: 0.0311648 | Time: 1722.82 ms [2021-03-09 16:53:10 main:574] : INFO : Epoch 1696 | loss: 0.0311588 | val_loss: 0.0311653 | Time: 1814.82 ms [2021-03-09 16:53:12 main:574] : INFO : Epoch 1697 | loss: 0.0311594 | val_loss: 0.0311656 | Time: 1711.97 ms [2021-03-09 16:53:14 main:574] : INFO : Epoch 1698 | loss: 0.0311594 | val_loss: 0.0311642 | Time: 1849.1 ms [2021-03-09 16:53:15 main:574] : INFO : Epoch 1699 | loss: 0.0311607 | val_loss: 0.0311631 | Time: 1790.76 ms [2021-03-09 16:53:17 main:574] : INFO : Epoch 1700 | loss: 0.0311615 | val_loss: 0.0311648 | Time: 1431.59 ms [2021-03-09 16:53:19 main:574] : INFO : Epoch 1701 | loss: 0.0311612 | val_loss: 0.0311648 | Time: 1781.19 ms [2021-03-09 16:53:20 main:574] : INFO : Epoch 1702 | loss: 0.0311615 | val_loss: 0.0311636 | Time: 1813.68 ms [2021-03-09 16:53:22 main:574] : INFO : Epoch 1703 | loss: 0.0311597 | val_loss: 0.031165 | Time: 1760.31 ms [2021-03-09 16:53:24 main:574] : INFO : Epoch 1704 | loss: 0.0311604 | val_loss: 0.0311634 | Time: 1787.73 ms [2021-03-09 16:53:26 main:574] : INFO : Epoch 1705 | loss: 0.0311607 | val_loss: 0.0311627 | Time: 1678.63 ms [2021-03-09 16:53:27 main:574] : INFO : Epoch 1706 | loss: 0.0311599 | val_loss: 0.0311674 | Time: 1523.87 ms [2021-03-09 16:53:29 main:574] : INFO : Epoch 1707 | loss: 0.0311611 | val_loss: 0.0311639 | Time: 1755.84 ms [2021-03-09 16:53:31 main:574] : INFO : Epoch 1708 | loss: 0.0311622 | val_loss: 0.0311675 | Time: 1793.62 ms [2021-03-09 16:53:33 main:574] : INFO : Epoch 1709 | loss: 0.0311602 | val_loss: 0.0311635 | Time: 1786.32 ms [2021-03-09 16:53:34 main:574] : INFO : Epoch 1710 | loss: 0.0311589 | val_loss: 0.0311648 | Time: 1729.55 ms [2021-03-09 16:53:36 main:574] : INFO : Epoch 1711 | loss: 0.0311588 | val_loss: 0.0311649 | Time: 1602.28 ms [2021-03-09 16:53:38 main:574] : INFO : Epoch 1712 | loss: 0.0311597 | val_loss: 0.0311634 | Time: 1559.76 ms [2021-03-09 16:53:39 main:574] : INFO : Epoch 1713 | loss: 0.0311594 | val_loss: 0.0311704 | Time: 1769.4 ms [2021-03-09 16:53:41 main:574] : INFO : Epoch 1714 | loss: 0.0311597 | val_loss: 0.0311671 | Time: 1768.43 ms [2021-03-09 16:53:43 main:574] : INFO : Epoch 1715 | loss: 0.0311597 | val_loss: 0.0311661 | Time: 1750.85 ms [2021-03-09 16:53:45 main:574] : INFO : Epoch 1716 | loss: 0.031159 | val_loss: 0.0311669 | Time: 1806 ms [2021-03-09 16:53:46 main:574] : INFO : Epoch 1717 | loss: 0.0311585 | val_loss: 0.0311664 | Time: 1516.18 ms [2021-03-09 16:53:48 main:574] : INFO : Epoch 1718 | loss: 0.031159 | val_loss: 0.0311665 | Time: 1601.16 ms [2021-03-09 16:53:50 main:574] : INFO : Epoch 1719 | loss: 0.0311594 | val_loss: 0.0311653 | Time: 1766.06 ms [2021-03-09 16:53:51 main:574] : INFO : Epoch 1720 | loss: 0.0311582 | val_loss: 0.0311653 | Time: 1766.04 ms [2021-03-09 16:53:53 main:574] : INFO : Epoch 1721 | loss: 0.0311573 | val_loss: 0.0311657 | Time: 1816.13 ms [2021-03-09 16:53:55 main:574] : INFO : Epoch 1722 | loss: 0.0311588 | val_loss: 0.0311657 | Time: 1781.98 ms [2021-03-09 16:53:56 main:574] : INFO : Epoch 1723 | loss: 0.031158 | val_loss: 0.0311662 | Time: 1516.14 ms [2021-03-09 16:53:58 main:574] : INFO : Epoch 1724 | loss: 0.0311586 | val_loss: 0.0311687 | Time: 1754.12 ms [2021-03-09 16:54:00 main:574] : INFO : Epoch 1725 | loss: 0.0311592 | val_loss: 0.0311674 | Time: 1772.1 ms [2021-03-09 16:54:02 main:574] : INFO : Epoch 1726 | loss: 0.0311597 | val_loss: 0.0311675 | Time: 1769.46 ms [2021-03-09 16:54:04 main:574] : INFO : Epoch 1727 | loss: 0.0311597 | val_loss: 0.0311667 | Time: 1793.31 ms [2021-03-09 16:54:05 main:574] : INFO : Epoch 1728 | loss: 0.0311588 | val_loss: 0.0311662 | Time: 1718.18 ms [2021-03-09 16:54:07 main:574] : INFO : Epoch 1729 | loss: 0.0311591 | val_loss: 0.0311709 | Time: 1411.56 ms [2021-03-09 16:54:09 main:574] : INFO : Epoch 1730 | loss: 0.0311594 | val_loss: 0.0311662 | Time: 1785.48 ms [2021-03-09 16:54:10 main:574] : INFO : Epoch 1731 | loss: 0.0311588 | val_loss: 0.0311668 | Time: 1729.53 ms [2021-03-09 16:54:12 main:574] : INFO : Epoch 1732 | loss: 0.0311589 | val_loss: 0.0311668 | Time: 1760.72 ms [2021-03-09 16:54:14 main:574] : INFO : Epoch 1733 | loss: 0.0311578 | val_loss: 0.0311665 | Time: 1778.24 ms [2021-03-09 16:54:16 main:574] : INFO : Epoch 1734 | loss: 0.0311584 | val_loss: 0.0311676 | Time: 1670.74 ms [2021-03-09 16:54:17 main:574] : INFO : Epoch 1735 | loss: 0.0311579 | val_loss: 0.0311658 | Time: 1403.18 ms [2021-03-09 16:54:19 main:574] : INFO : Epoch 1736 | loss: 0.0311573 | val_loss: 0.0311696 | Time: 1812.09 ms [2021-03-09 16:54:21 main:574] : INFO : Epoch 1737 | loss: 0.0311582 | val_loss: 0.0311655 | Time: 1816.29 ms [2021-03-09 16:54:22 main:574] : INFO : Epoch 1738 | loss: 0.0311575 | val_loss: 0.0311656 | Time: 1829.95 ms [2021-03-09 16:54:24 main:574] : INFO : Epoch 1739 | loss: 0.0311596 | val_loss: 0.0311686 | Time: 1804.13 ms [2021-03-09 16:54:26 main:574] : INFO : Epoch 1740 | loss: 0.0311562 | val_loss: 0.0311657 | Time: 1637.16 ms [2021-03-09 16:54:27 main:574] : INFO : Epoch 1741 | loss: 0.031158 | val_loss: 0.0311717 | Time: 1552.93 ms [2021-03-09 16:54:29 main:574] : INFO : Epoch 1742 | loss: 0.0311577 | val_loss: 0.0311662 | Time: 1669.76 ms [2021-03-09 16:54:31 main:574] : INFO : Epoch 1743 | loss: 0.0311587 | val_loss: 0.0311673 | Time: 1759.82 ms [2021-03-09 16:54:33 main:574] : INFO : Epoch 1744 | loss: 0.0311587 | val_loss: 0.0311685 | Time: 1809.37 ms [2021-03-09 16:54:34 main:574] : INFO : Epoch 1745 | loss: 0.031161 | val_loss: 0.0311688 | Time: 1708.69 ms [2021-03-09 16:54:36 main:574] : INFO : Epoch 1746 | loss: 0.0311588 | val_loss: 0.0311649 | Time: 1608.88 ms [2021-03-09 16:54:38 main:574] : INFO : Epoch 1747 | loss: 0.0311586 | val_loss: 0.0311662 | Time: 1528.81 ms [2021-03-09 16:54:39 main:574] : INFO : Epoch 1748 | loss: 0.0311585 | val_loss: 0.0311652 | Time: 1695.31 ms [2021-03-09 16:54:41 main:574] : INFO : Epoch 1749 | loss: 0.0311596 | val_loss: 0.0311671 | Time: 1834.28 ms [2021-03-09 16:54:43 main:574] : INFO : Epoch 1750 | loss: 0.031157 | val_loss: 0.0311649 | Time: 1789.99 ms [2021-03-09 16:54:45 main:574] : INFO : Epoch 1751 | loss: 0.0311575 | val_loss: 0.0311627 | Time: 1829.27 ms [2021-03-09 16:54:46 main:574] : INFO : Epoch 1752 | loss: 0.0311582 | val_loss: 0.0311639 | Time: 1489.47 ms [2021-03-09 16:54:48 main:574] : INFO : Epoch 1753 | loss: 0.0311584 | val_loss: 0.0311655 | Time: 1627.8 ms [2021-03-09 16:54:50 main:574] : INFO : Epoch 1754 | loss: 0.0311582 | val_loss: 0.0311631 | Time: 1762.35 ms [2021-03-09 16:54:51 main:574] : INFO : Epoch 1755 | loss: 0.0311586 | val_loss: 0.0311658 | Time: 1745.32 ms [2021-03-09 16:54:53 main:574] : INFO : Epoch 1756 | loss: 0.0311585 | val_loss: 0.0311636 | Time: 1734.27 ms [2021-03-09 16:54:55 main:574] : INFO : Epoch 1757 | loss: 0.0311573 | val_loss: 0.0311632 | Time: 1764.42 ms [2021-03-09 16:54:56 main:574] : INFO : Epoch 1758 | loss: 0.0311585 | val_loss: 0.0311658 | Time: 1485.19 ms [2021-03-09 16:54:58 main:574] : INFO : Epoch 1759 | loss: 0.0311583 | val_loss: 0.031164 | Time: 1691.54 ms [2021-03-09 16:55:00 main:574] : INFO : Epoch 1760 | loss: 0.0311592 | val_loss: 0.0311647 | Time: 1776.38 ms [2021-03-09 16:55:02 main:574] : INFO : Epoch 1761 | loss: 0.0311595 | val_loss: 0.0311632 | Time: 1823.52 ms [2021-03-09 16:55:04 main:574] : INFO : Epoch 1762 | loss: 0.0311574 | val_loss: 0.0311633 | Time: 1732.96 ms [2021-03-09 16:55:05 main:574] : INFO : Epoch 1763 | loss: 0.0311574 | val_loss: 0.0311623 | Time: 1725.36 ms [2021-03-09 16:55:07 main:574] : INFO : Epoch 1764 | loss: 0.0311578 | val_loss: 0.0311645 | Time: 1430.66 ms [2021-03-09 16:55:08 main:574] : INFO : Epoch 1765 | loss: 0.031157 | val_loss: 0.0311616 | Time: 1712.11 ms [2021-03-09 16:55:10 main:574] : INFO : Epoch 1766 | loss: 0.0311574 | val_loss: 0.0311617 | Time: 1833.73 ms [2021-03-09 16:55:12 main:574] : INFO : Epoch 1767 | loss: 0.0311564 | val_loss: 0.0311619 | Time: 1736.01 ms [2021-03-09 16:55:14 main:574] : INFO : Epoch 1768 | loss: 0.0311562 | val_loss: 0.0311614 | Time: 1695.13 ms [2021-03-09 16:55:16 main:574] : INFO : Epoch 1769 | loss: 0.0311567 | val_loss: 0.0311638 | Time: 1846.37 ms [2021-03-09 16:55:17 main:574] : INFO : Epoch 1770 | loss: 0.0311574 | val_loss: 0.0311644 | Time: 1440.26 ms [2021-03-09 16:55:19 main:574] : INFO : Epoch 1771 | loss: 0.0311577 | val_loss: 0.0311637 | Time: 1752.57 ms [2021-03-09 16:55:21 main:574] : INFO : Epoch 1772 | loss: 0.0311567 | val_loss: 0.0311622 | Time: 1847.46 ms [2021-03-09 16:55:22 main:574] : INFO : Epoch 1773 | loss: 0.0311562 | val_loss: 0.0311624 | Time: 1828.8 ms [2021-03-09 16:55:24 main:574] : INFO : Epoch 1774 | loss: 0.0311558 | val_loss: 0.0311619 | Time: 1779.61 ms [2021-03-09 16:55:26 main:574] : INFO : Epoch 1775 | loss: 0.0311561 | val_loss: 0.031161 | Time: 1650.07 ms [2021-03-09 16:55:27 main:574] : INFO : Epoch 1776 | loss: 0.0311583 | val_loss: 0.0311655 | Time: 1513.12 ms [2021-03-09 16:55:29 main:574] : INFO : Epoch 1777 | loss: 0.0311627 | val_loss: 0.0311621 | Time: 1823.23 ms [2021-03-09 16:55:31 main:574] : INFO : Epoch 1778 | loss: 0.0311589 | val_loss: 0.0311615 | Time: 1735.29 ms [2021-03-09 16:55:33 main:574] : INFO : Epoch 1779 | loss: 0.0311595 | val_loss: 0.0311615 | Time: 1806.81 ms [2021-03-09 16:55:35 main:574] : INFO : Epoch 1780 | loss: 0.0311591 | val_loss: 0.0311633 | Time: 1760.24 ms [2021-03-09 16:55:36 main:574] : INFO : Epoch 1781 | loss: 0.0311584 | val_loss: 0.0311629 | Time: 1583.59 ms [2021-03-09 16:55:38 main:574] : INFO : Epoch 1782 | loss: 0.0311588 | val_loss: 0.0311645 | Time: 1608.08 ms [2021-03-09 16:55:40 main:574] : INFO : Epoch 1783 | loss: 0.0311587 | val_loss: 0.0311615 | Time: 1778.17 ms [2021-03-09 16:55:41 main:574] : INFO : Epoch 1784 | loss: 0.0311565 | val_loss: 0.0311603 | Time: 1782.1 ms [2021-03-09 16:55:43 main:574] : INFO : Epoch 1785 | loss: 0.0311569 | val_loss: 0.0311598 | Time: 1720.85 ms [2021-03-09 16:55:45 main:574] : INFO : Epoch 1786 | loss: 0.0311566 | val_loss: 0.0311594 | Time: 1752.99 ms [2021-03-09 16:55:46 main:574] : INFO : Epoch 1787 | loss: 0.0311563 | val_loss: 0.0311624 | Time: 1555.38 ms [2021-03-09 16:55:48 main:574] : INFO : Epoch 1788 | loss: 0.0311578 | val_loss: 0.031163 | Time: 1648.85 ms [2021-03-09 16:55:50 main:574] : INFO : Epoch 1789 | loss: 0.0311576 | val_loss: 0.0311602 | Time: 1763.22 ms [2021-03-09 16:55:52 main:574] : INFO : Epoch 1790 | loss: 0.0311564 | val_loss: 0.0311599 | Time: 1844.47 ms [2021-03-09 16:55:54 main:574] : INFO : Epoch 1791 | loss: 0.0311594 | val_loss: 0.031166 | Time: 1798.68 ms [2021-03-09 16:55:55 main:574] : INFO : Epoch 1792 | loss: 0.031161 | val_loss: 0.0311631 | Time: 1763.73 ms [2021-03-09 16:55:57 main:574] : INFO : Epoch 1793 | loss: 0.0311606 | val_loss: 0.0311654 | Time: 1435.42 ms [2021-03-09 16:55:59 main:574] : INFO : Epoch 1794 | loss: 0.0311597 | val_loss: 0.0311635 | Time: 1737.01 ms [2021-03-09 16:56:00 main:574] : INFO : Epoch 1795 | loss: 0.0311565 | val_loss: 0.0311613 | Time: 1798.15 ms [2021-03-09 16:56:02 main:574] : INFO : Epoch 1796 | loss: 0.0311563 | val_loss: 0.0311614 | Time: 1786.62 ms [2021-03-09 16:56:04 main:574] : INFO : Epoch 1797 | loss: 0.0311581 | val_loss: 0.0311591 | Time: 1853.31 ms [2021-03-09 16:56:06 main:574] : INFO : Epoch 1798 | loss: 0.031158 | val_loss: 0.0311612 | Time: 1778.81 ms [2021-03-09 16:56:07 main:574] : INFO : Epoch 1799 | loss: 0.0311574 | val_loss: 0.0311582 | Time: 1448.27 ms [2021-03-09 16:56:09 main:574] : INFO : Epoch 1800 | loss: 0.0311553 | val_loss: 0.0311582 | Time: 1770.37 ms [2021-03-09 16:56:11 main:574] : INFO : Epoch 1801 | loss: 0.0311581 | val_loss: 0.0311602 | Time: 1872.73 ms [2021-03-09 16:56:13 main:574] : INFO : Epoch 1802 | loss: 0.0311564 | val_loss: 0.0311588 | Time: 1787.13 ms [2021-03-09 16:56:15 main:574] : INFO : Epoch 1803 | loss: 0.0311556 | val_loss: 0.0311591 | Time: 1837.77 ms [2021-03-09 16:56:16 main:574] : INFO : Epoch 1804 | loss: 0.0311559 | val_loss: 0.0311582 | Time: 1608.24 ms [2021-03-09 16:56:18 main:574] : INFO : Epoch 1805 | loss: 0.031156 | val_loss: 0.031161 | Time: 1546.46 ms [2021-03-09 16:56:19 main:574] : INFO : Epoch 1806 | loss: 0.0311565 | val_loss: 0.0311597 | Time: 1722.91 ms [2021-03-09 16:56:21 main:574] : INFO : Epoch 1807 | loss: 0.0311574 | val_loss: 0.0311618 | Time: 1759.44 ms [2021-03-09 16:56:23 main:574] : INFO : Epoch 1808 | loss: 0.0311565 | val_loss: 0.0311594 | Time: 1827.94 ms [2021-03-09 16:56:25 main:574] : INFO : Epoch 1809 | loss: 0.0311563 | val_loss: 0.0311581 | Time: 1820.15 ms [2021-03-09 16:56:26 main:574] : INFO : Epoch 1810 | loss: 0.0311567 | val_loss: 0.0311574 | Time: 1572.49 ms [2021-03-09 16:56:28 main:574] : INFO : Epoch 1811 | loss: 0.0311585 | val_loss: 0.0311572 | Time: 1609.36 ms [2021-03-09 16:56:30 main:574] : INFO : Epoch 1812 | loss: 0.0311575 | val_loss: 0.0311581 | Time: 1779.92 ms [2021-03-09 16:56:32 main:574] : INFO : Epoch 1813 | loss: 0.0311569 | val_loss: 0.0311573 | Time: 1761.83 ms [2021-03-09 16:56:33 main:574] : INFO : Epoch 1814 | loss: 0.0311572 | val_loss: 0.0311587 | Time: 1765.26 ms [2021-03-09 16:56:35 main:574] : INFO : Epoch 1815 | loss: 0.0311575 | val_loss: 0.0311582 | Time: 1748.93 ms [2021-03-09 16:56:37 main:574] : INFO : Epoch 1816 | loss: 0.0311568 | val_loss: 0.0311583 | Time: 1495.44 ms [2021-03-09 16:56:38 main:574] : INFO : Epoch 1817 | loss: 0.0311576 | val_loss: 0.0311591 | Time: 1668.43 ms [2021-03-09 16:56:40 main:574] : INFO : Epoch 1818 | loss: 0.0311626 | val_loss: 0.0311594 | Time: 1793.22 ms [2021-03-09 16:56:42 main:574] : INFO : Epoch 1819 | loss: 0.0311614 | val_loss: 0.0311609 | Time: 1794.71 ms [2021-03-09 16:56:44 main:574] : INFO : Epoch 1820 | loss: 0.0311619 | val_loss: 0.0311643 | Time: 1743.07 ms [2021-03-09 16:56:46 main:574] : INFO : Epoch 1821 | loss: 0.0311621 | val_loss: 0.0311605 | Time: 1787.08 ms [2021-03-09 16:56:47 main:574] : INFO : Epoch 1822 | loss: 0.0311611 | val_loss: 0.0311617 | Time: 1432.06 ms [2021-03-09 16:56:49 main:574] : INFO : Epoch 1823 | loss: 0.0311598 | val_loss: 0.0311593 | Time: 1702.17 ms [2021-03-09 16:56:51 main:574] : INFO : Epoch 1824 | loss: 0.0311587 | val_loss: 0.0311598 | Time: 1817.11 ms [2021-03-09 16:56:52 main:574] : INFO : Epoch 1825 | loss: 0.0311587 | val_loss: 0.0311605 | Time: 1725.53 ms [2021-03-09 16:56:54 main:574] : INFO : Epoch 1826 | loss: 0.0311592 | val_loss: 0.0311596 | Time: 1756.09 ms [2021-03-09 16:56:56 main:574] : INFO : Epoch 1827 | loss: 0.031159 | val_loss: 0.0311606 | Time: 1781.27 ms [2021-03-09 16:56:57 main:574] : INFO : Epoch 1828 | loss: 0.031161 | val_loss: 0.0311668 | Time: 1411.26 ms [2021-03-09 16:56:59 main:574] : INFO : Epoch 1829 | loss: 0.0311627 | val_loss: 0.0311607 | Time: 1792.54 ms [2021-03-09 16:57:01 main:574] : INFO : Epoch 1830 | loss: 0.0311578 | val_loss: 0.0311604 | Time: 1698.74 ms [2021-03-09 16:57:03 main:574] : INFO : Epoch 1831 | loss: 0.0311573 | val_loss: 0.0311599 | Time: 1815.09 ms [2021-03-09 16:57:04 main:574] : INFO : Epoch 1832 | loss: 0.0311577 | val_loss: 0.0311641 | Time: 1740.96 ms [2021-03-09 16:57:06 main:574] : INFO : Epoch 1833 | loss: 0.0311608 | val_loss: 0.0311608 | Time: 1699.99 ms [2021-03-09 16:57:07 main:574] : INFO : Epoch 1834 | loss: 0.0311633 | val_loss: 0.0311622 | Time: 1460.27 ms [2021-03-09 16:57:09 main:574] : INFO : Epoch 1835 | loss: 0.0311619 | val_loss: 0.0311642 | Time: 1733.19 ms [2021-03-09 16:57:11 main:574] : INFO : Epoch 1836 | loss: 0.0311623 | val_loss: 0.0311647 | Time: 1709.84 ms [2021-03-09 16:57:13 main:574] : INFO : Epoch 1837 | loss: 0.0311619 | val_loss: 0.031169 | Time: 1809.18 ms [2021-03-09 16:57:15 main:574] : INFO : Epoch 1838 | loss: 0.0311609 | val_loss: 0.0311628 | Time: 1766.27 ms [2021-03-09 16:57:16 main:574] : INFO : Epoch 1839 | loss: 0.0311593 | val_loss: 0.031164 | Time: 1651.75 ms [2021-03-09 16:57:18 main:574] : INFO : Epoch 1840 | loss: 0.0311601 | val_loss: 0.0311655 | Time: 1498.99 ms [2021-03-09 16:57:19 main:574] : INFO : Epoch 1841 | loss: 0.0311607 | val_loss: 0.0311696 | Time: 1749.65 ms [2021-03-09 16:57:21 main:574] : INFO : Epoch 1842 | loss: 0.0311637 | val_loss: 0.0311637 | Time: 1796.02 ms [2021-03-09 16:57:23 main:574] : INFO : Epoch 1843 | loss: 0.0311627 | val_loss: 0.0311625 | Time: 1759.34 ms [2021-03-09 16:57:25 main:574] : INFO : Epoch 1844 | loss: 0.0311611 | val_loss: 0.0311609 | Time: 1726.98 ms [2021-03-09 16:57:26 main:574] : INFO : Epoch 1845 | loss: 0.0311591 | val_loss: 0.031162 | Time: 1590.94 ms [2021-03-09 16:57:28 main:574] : INFO : Epoch 1846 | loss: 0.03116 | val_loss: 0.0311611 | Time: 1584.58 ms [2021-03-09 16:57:30 main:574] : INFO : Epoch 1847 | loss: 0.03116 | val_loss: 0.0311616 | Time: 1749.33 ms [2021-03-09 16:57:31 main:574] : INFO : Epoch 1848 | loss: 0.03116 | val_loss: 0.0311615 | Time: 1749.34 ms [2021-03-09 16:57:33 main:574] : INFO : Epoch 1849 | loss: 0.0311606 | val_loss: 0.0311624 | Time: 1830.77 ms [2021-03-09 16:57:35 main:574] : INFO : Epoch 1850 | loss: 0.0311614 | val_loss: 0.0311624 | Time: 1802.4 ms [2021-03-09 16:57:37 main:574] : INFO : Epoch 1851 | loss: 0.0311609 | val_loss: 0.0311645 | Time: 1546.39 ms [2021-03-09 16:57:38 main:574] : INFO : Epoch 1852 | loss: 0.0311598 | val_loss: 0.0311638 | Time: 1602.82 ms [2021-03-09 16:57:40 main:574] : INFO : Epoch 1853 | loss: 0.0311597 | val_loss: 0.0311653 | Time: 1759.61 ms [2021-03-09 16:57:42 main:574] : INFO : Epoch 1854 | loss: 0.0311614 | val_loss: 0.031166 | Time: 1759.82 ms [2021-03-09 16:57:44 main:574] : INFO : Epoch 1855 | loss: 0.0311588 | val_loss: 0.0311645 | Time: 1807.42 ms [2021-03-09 16:57:45 main:574] : INFO : Epoch 1856 | loss: 0.0311592 | val_loss: 0.0311642 | Time: 1798.13 ms [2021-03-09 16:57:47 main:574] : INFO : Epoch 1857 | loss: 0.0311605 | val_loss: 0.0311628 | Time: 1495.9 ms [2021-03-09 16:57:49 main:574] : INFO : Epoch 1858 | loss: 0.0311604 | val_loss: 0.0311624 | Time: 1693.18 ms [2021-03-09 16:57:50 main:574] : INFO : Epoch 1859 | loss: 0.0311596 | val_loss: 0.0311634 | Time: 1739.99 ms [2021-03-09 16:57:52 main:574] : INFO : Epoch 1860 | loss: 0.0311589 | val_loss: 0.0311625 | Time: 1797.52 ms [2021-03-09 16:57:54 main:574] : INFO : Epoch 1861 | loss: 0.0311585 | val_loss: 0.031163 | Time: 1815.36 ms [2021-03-09 16:57:56 main:574] : INFO : Epoch 1862 | loss: 0.0311599 | val_loss: 0.0311605 | Time: 1760.38 ms [2021-03-09 16:57:57 main:574] : INFO : Epoch 1863 | loss: 0.0311585 | val_loss: 0.031161 | Time: 1413.21 ms [2021-03-09 16:57:59 main:574] : INFO : Epoch 1864 | loss: 0.031159 | val_loss: 0.0311613 | Time: 1750.73 ms [2021-03-09 16:58:01 main:574] : INFO : Epoch 1865 | loss: 0.0311604 | val_loss: 0.0311673 | Time: 1776.49 ms [2021-03-09 16:58:03 main:574] : INFO : Epoch 1866 | loss: 0.0311613 | val_loss: 0.0311623 | Time: 1770.59 ms [2021-03-09 16:58:04 main:574] : INFO : Epoch 1867 | loss: 0.03116 | val_loss: 0.0311608 | Time: 1736.46 ms [2021-03-09 16:58:06 main:574] : INFO : Epoch 1868 | loss: 0.0311604 | val_loss: 0.0311632 | Time: 1743.53 ms [2021-03-09 16:58:08 main:574] : INFO : Epoch 1869 | loss: 0.0311611 | val_loss: 0.0311608 | Time: 1452.76 ms [2021-03-09 16:58:09 main:574] : INFO : Epoch 1870 | loss: 0.0311601 | val_loss: 0.0311596 | Time: 1805.28 ms [2021-03-09 16:58:11 main:574] : INFO : Epoch 1871 | loss: 0.0311584 | val_loss: 0.0311604 | Time: 1762.63 ms [2021-03-09 16:58:13 main:574] : INFO : Epoch 1872 | loss: 0.0311584 | val_loss: 0.03116 | Time: 1771.01 ms [2021-03-09 16:58:15 main:574] : INFO : Epoch 1873 | loss: 0.0311583 | val_loss: 0.0311601 | Time: 1807.87 ms [2021-03-09 16:58:16 main:574] : INFO : Epoch 1874 | loss: 0.0311579 | val_loss: 0.0311626 | Time: 1643.15 ms [2021-03-09 16:58:18 main:574] : INFO : Epoch 1875 | loss: 0.0311582 | val_loss: 0.0311656 | Time: 1546.96 ms [2021-03-09 16:58:20 main:574] : INFO : Epoch 1876 | loss: 0.0311618 | val_loss: 0.0311622 | Time: 1813.67 ms [2021-03-09 16:58:22 main:574] : INFO : Epoch 1877 | loss: 0.0311602 | val_loss: 0.0311641 | Time: 1749.29 ms [2021-03-09 16:58:23 main:574] : INFO : Epoch 1878 | loss: 0.0311598 | val_loss: 0.0311649 | Time: 1727.09 ms [2021-03-09 16:58:25 main:574] : INFO : Epoch 1879 | loss: 0.0311596 | val_loss: 0.0311637 | Time: 1732.33 ms [2021-03-09 16:58:27 main:574] : INFO : Epoch 1880 | loss: 0.0311591 | val_loss: 0.031162 | Time: 1539.74 ms [2021-03-09 16:58:28 main:574] : INFO : Epoch 1881 | loss: 0.0311583 | val_loss: 0.0311636 | Time: 1584.48 ms [2021-03-09 16:58:30 main:574] : INFO : Epoch 1882 | loss: 0.0311589 | val_loss: 0.031163 | Time: 1716.12 ms [2021-03-09 16:58:32 main:574] : INFO : Epoch 1883 | loss: 0.0311578 | val_loss: 0.0311602 | Time: 1748.52 ms [2021-03-09 16:58:33 main:574] : INFO : Epoch 1884 | loss: 0.0311592 | val_loss: 0.0311635 | Time: 1747.55 ms [2021-03-09 16:58:35 main:574] : INFO : Epoch 1885 | loss: 0.0311606 | val_loss: 0.0311744 | Time: 1813.32 ms [2021-03-09 16:58:37 main:574] : INFO : Epoch 1886 | loss: 0.0311607 | val_loss: 0.0311589 | Time: 1553.57 ms [2021-03-09 16:58:38 main:574] : INFO : Epoch 1887 | loss: 0.0311567 | val_loss: 0.0311587 | Time: 1691.66 ms [2021-03-09 16:58:40 main:574] : INFO : Epoch 1888 | loss: 0.0311564 | val_loss: 0.0311597 | Time: 1773.79 ms [2021-03-09 16:58:42 main:574] : INFO : Epoch 1889 | loss: 0.0311577 | val_loss: 0.0311573 | Time: 1793.69 ms [2021-03-09 16:58:44 main:574] : INFO : Epoch 1890 | loss: 0.0311568 | val_loss: 0.0311619 | Time: 1730.86 ms [2021-03-09 16:58:46 main:574] : INFO : Epoch 1891 | loss: 0.0311589 | val_loss: 0.0311604 | Time: 1747.58 ms [2021-03-09 16:58:47 main:574] : INFO : Epoch 1892 | loss: 0.0311577 | val_loss: 0.0311595 | Time: 1447.23 ms [2021-03-09 16:58:49 main:574] : INFO : Epoch 1893 | loss: 0.0311573 | val_loss: 0.031159 | Time: 1734.02 ms [2021-03-09 16:58:51 main:574] : INFO : Epoch 1894 | loss: 0.0311564 | val_loss: 0.0311593 | Time: 1806.46 ms [2021-03-09 16:58:52 main:574] : INFO : Epoch 1895 | loss: 0.0311555 | val_loss: 0.0311586 | Time: 1860.58 ms [2021-03-09 16:58:54 main:574] : INFO : Epoch 1896 | loss: 0.0311562 | val_loss: 0.031162 | Time: 1787.3 ms [2021-03-09 16:58:56 main:574] : INFO : Epoch 1897 | loss: 0.0311561 | val_loss: 0.0311612 | Time: 1805.45 ms [2021-03-09 16:58:57 main:574] : INFO : Epoch 1898 | loss: 0.0311563 | val_loss: 0.0311592 | Time: 1430.6 ms [2021-03-09 16:58:59 main:574] : INFO : Epoch 1899 | loss: 0.0311551 | val_loss: 0.0311581 | Time: 1764.36 ms [2021-03-09 16:59:01 main:574] : INFO : Epoch 1900 | loss: 0.0311567 | val_loss: 0.0311598 | Time: 1839.73 ms [2021-03-09 16:59:03 main:574] : INFO : Epoch 1901 | loss: 0.0311568 | val_loss: 0.0311575 | Time: 1804.26 ms [2021-03-09 16:59:05 main:574] : INFO : Epoch 1902 | loss: 0.031156 | val_loss: 0.0311583 | Time: 1857.82 ms [2021-03-09 16:59:07 main:574] : INFO : Epoch 1903 | loss: 0.0311586 | val_loss: 0.031158 | Time: 1683.25 ms [2021-03-09 16:59:08 main:574] : INFO : Epoch 1904 | loss: 0.0311576 | val_loss: 0.0311593 | Time: 1499.01 ms [2021-03-09 16:59:10 main:574] : INFO : Epoch 1905 | loss: 0.0311569 | val_loss: 0.0311581 | Time: 1780.61 ms [2021-03-09 16:59:12 main:574] : INFO : Epoch 1906 | loss: 0.0311562 | val_loss: 0.0311587 | Time: 1774.24 ms [2021-03-09 16:59:13 main:574] : INFO : Epoch 1907 | loss: 0.0311571 | val_loss: 0.0311589 | Time: 1788.52 ms [2021-03-09 16:59:15 main:574] : INFO : Epoch 1908 | loss: 0.0311565 | val_loss: 0.0311618 | Time: 1771 ms [2021-03-09 16:59:17 main:574] : INFO : Epoch 1909 | loss: 0.0311596 | val_loss: 0.0311622 | Time: 1572.34 ms [2021-03-09 16:59:18 main:574] : INFO : Epoch 1910 | loss: 0.0311587 | val_loss: 0.0311604 | Time: 1567.08 ms [2021-03-09 16:59:20 main:574] : INFO : Epoch 1911 | loss: 0.0311565 | val_loss: 0.031158 | Time: 1769.56 ms [2021-03-09 16:59:22 main:574] : INFO : Epoch 1912 | loss: 0.0311555 | val_loss: 0.0311602 | Time: 1806.3 ms [2021-03-09 16:59:24 main:574] : INFO : Epoch 1913 | loss: 0.0311564 | val_loss: 0.0311593 | Time: 1782.14 ms [2021-03-09 16:59:26 main:574] : INFO : Epoch 1914 | loss: 0.0311563 | val_loss: 0.03116 | Time: 1857.38 ms [2021-03-09 16:59:27 main:574] : INFO : Epoch 1915 | loss: 0.0311561 | val_loss: 0.0311601 | Time: 1490.14 ms [2021-03-09 16:59:29 main:574] : INFO : Epoch 1916 | loss: 0.0311559 | val_loss: 0.0311599 | Time: 1686.03 ms [2021-03-09 16:59:31 main:574] : INFO : Epoch 1917 | loss: 0.0311561 | val_loss: 0.0311585 | Time: 1815 ms [2021-03-09 16:59:32 main:574] : INFO : Epoch 1918 | loss: 0.0311552 | val_loss: 0.0311584 | Time: 1785.56 ms [2021-03-09 16:59:34 main:574] : INFO : Epoch 1919 | loss: 0.0311559 | val_loss: 0.0311617 | Time: 1706.8 ms [2021-03-09 16:59:36 main:574] : INFO : Epoch 1920 | loss: 0.0311575 | val_loss: 0.0311619 | Time: 1780.99 ms [2021-03-09 16:59:37 main:574] : INFO : Epoch 1921 | loss: 0.0311564 | val_loss: 0.0311569 | Time: 1492.76 ms [2021-03-09 16:59:39 main:574] : INFO : Epoch 1922 | loss: 0.0311571 | val_loss: 0.0311587 | Time: 1794.96 ms [2021-03-09 16:59:41 main:574] : INFO : Epoch 1923 | loss: 0.0311574 | val_loss: 0.0311631 | Time: 1767.25 ms [2021-03-09 16:59:43 main:574] : INFO : Epoch 1924 | loss: 0.0311629 | val_loss: 0.0311681 | Time: 1742.4 ms [2021-03-09 16:59:45 main:574] : INFO : Epoch 1925 | loss: 0.0311639 | val_loss: 0.0311671 | Time: 1799.72 ms [2021-03-09 16:59:46 main:574] : INFO : Epoch 1926 | loss: 0.0311624 | val_loss: 0.031165 | Time: 1769.32 ms [2021-03-09 16:59:48 main:574] : INFO : Epoch 1927 | loss: 0.0311607 | val_loss: 0.0311618 | Time: 1450.68 ms [2021-03-09 16:59:49 main:574] : INFO : Epoch 1928 | loss: 0.0311611 | val_loss: 0.0311619 | Time: 1709.17 ms [2021-03-09 16:59:51 main:574] : INFO : Epoch 1929 | loss: 0.0311605 | val_loss: 0.0311604 | Time: 1778.75 ms [2021-03-09 16:59:53 main:574] : INFO : Epoch 1930 | loss: 0.031159 | val_loss: 0.0311609 | Time: 1767.6 ms [2021-03-09 16:59:55 main:574] : INFO : Epoch 1931 | loss: 0.0311592 | val_loss: 0.0311613 | Time: 1821.53 ms [2021-03-09 16:59:57 main:574] : INFO : Epoch 1932 | loss: 0.0311618 | val_loss: 0.0311618 | Time: 1652.27 ms [2021-03-09 16:59:58 main:574] : INFO : Epoch 1933 | loss: 0.0311597 | val_loss: 0.0311622 | Time: 1531.55 ms [2021-03-09 17:00:00 main:574] : INFO : Epoch 1934 | loss: 0.0311583 | val_loss: 0.0311599 | Time: 1796.13 ms [2021-03-09 17:00:02 main:574] : INFO : Epoch 1935 | loss: 0.0311577 | val_loss: 0.0311618 | Time: 1809.33 ms [2021-03-09 17:00:03 main:574] : INFO : Epoch 1936 | loss: 0.0311603 | val_loss: 0.0311653 | Time: 1763.84 ms [2021-03-09 17:00:05 main:574] : INFO : Epoch 1937 | loss: 0.0311582 | val_loss: 0.0311598 | Time: 1834 ms [2021-03-09 17:00:07 main:574] : INFO : Epoch 1938 | loss: 0.0311585 | val_loss: 0.0311653 | Time: 1550.12 ms [2021-03-09 17:00:08 main:574] : INFO : Epoch 1939 | loss: 0.0311591 | val_loss: 0.0311596 | Time: 1586.76 ms [2021-03-09 17:00:10 main:574] : INFO : Epoch 1940 | loss: 0.0311579 | val_loss: 0.0311595 | Time: 1800.24 ms [2021-03-09 17:00:12 main:574] : INFO : Epoch 1941 | loss: 0.0311591 | val_loss: 0.0311631 | Time: 1799.79 ms [2021-03-09 17:00:14 main:574] : INFO : Epoch 1942 | loss: 0.0311608 | val_loss: 0.0311603 | Time: 1744.11 ms [2021-03-09 17:00:16 main:574] : INFO : Epoch 1943 | loss: 0.0311588 | val_loss: 0.0311599 | Time: 1732.43 ms [2021-03-09 17:00:17 main:574] : INFO : Epoch 1944 | loss: 0.0311599 | val_loss: 0.031162 | Time: 1529.28 ms [2021-03-09 17:00:19 main:574] : INFO : Epoch 1945 | loss: 0.0311585 | val_loss: 0.0311591 | Time: 1634.76 ms [2021-03-09 17:00:21 main:574] : INFO : Epoch 1946 | loss: 0.0311584 | val_loss: 0.0311621 | Time: 1783.43 ms [2021-03-09 17:00:22 main:574] : INFO : Epoch 1947 | loss: 0.0311573 | val_loss: 0.0311605 | Time: 1860.82 ms [2021-03-09 17:00:24 main:574] : INFO : Epoch 1948 | loss: 0.0311569 | val_loss: 0.031162 | Time: 1740.06 ms [2021-03-09 17:00:26 main:574] : INFO : Epoch 1949 | loss: 0.0311583 | val_loss: 0.0311638 | Time: 1766.96 ms [2021-03-09 17:00:27 main:574] : INFO : Epoch 1950 | loss: 0.0311562 | val_loss: 0.0311616 | Time: 1470 ms [2021-03-09 17:00:29 main:574] : INFO : Epoch 1951 | loss: 0.0311559 | val_loss: 0.031165 | Time: 1741.09 ms [2021-03-09 17:00:31 main:574] : INFO : Epoch 1952 | loss: 0.0311576 | val_loss: 0.0311614 | Time: 1762.01 ms [2021-03-09 17:00:33 main:574] : INFO : Epoch 1953 | loss: 0.0311562 | val_loss: 0.0311628 | Time: 1804.99 ms [2021-03-09 17:00:35 main:574] : INFO : Epoch 1954 | loss: 0.0311552 | val_loss: 0.0311645 | Time: 1821.95 ms [2021-03-09 17:00:36 main:574] : INFO : Epoch 1955 | loss: 0.0311541 | val_loss: 0.0311605 | Time: 1754.12 ms [2021-03-09 17:00:38 main:574] : INFO : Epoch 1956 | loss: 0.0311548 | val_loss: 0.0311595 | Time: 1464.72 ms [2021-03-09 17:00:40 main:574] : INFO : Epoch 1957 | loss: 0.0311554 | val_loss: 0.0311619 | Time: 1833.01 ms [2021-03-09 17:00:41 main:574] : INFO : Epoch 1958 | loss: 0.0311556 | val_loss: 0.0311635 | Time: 1772.03 ms [2021-03-09 17:00:43 main:574] : INFO : Epoch 1959 | loss: 0.0311551 | val_loss: 0.031161 | Time: 1751.65 ms [2021-03-09 17:00:45 main:574] : INFO : Epoch 1960 | loss: 0.0311591 | val_loss: 0.0311642 | Time: 1787.64 ms [2021-03-09 17:00:47 main:574] : INFO : Epoch 1961 | loss: 0.0311591 | val_loss: 0.031164 | Time: 1658.93 ms [2021-03-09 17:00:48 main:574] : INFO : Epoch 1962 | loss: 0.0311562 | val_loss: 0.0311625 | Time: 1497.76 ms [2021-03-09 17:00:50 main:574] : INFO : Epoch 1963 | loss: 0.0311568 | val_loss: 0.0311633 | Time: 1785.53 ms [2021-03-09 17:00:52 main:574] : INFO : Epoch 1964 | loss: 0.0311579 | val_loss: 0.0311609 | Time: 1742.11 ms [2021-03-09 17:00:54 main:574] : INFO : Epoch 1965 | loss: 0.0311563 | val_loss: 0.0311616 | Time: 1910.15 ms [2021-03-09 17:00:55 main:574] : INFO : Epoch 1966 | loss: 0.0311551 | val_loss: 0.0311623 | Time: 1766.32 ms [2021-03-09 17:00:57 main:574] : INFO : Epoch 1967 | loss: 0.0311554 | val_loss: 0.0311618 | Time: 1559.85 ms [2021-03-09 17:00:59 main:574] : INFO : Epoch 1968 | loss: 0.031155 | val_loss: 0.0311609 | Time: 1612.19 ms [2021-03-09 17:01:00 main:574] : INFO : Epoch 1969 | loss: 0.0311546 | val_loss: 0.0311605 | Time: 1796.18 ms [2021-03-09 17:01:02 main:574] : INFO : Epoch 1970 | loss: 0.0311546 | val_loss: 0.0311612 | Time: 1745.69 ms [2021-03-09 17:01:04 main:574] : INFO : Epoch 1971 | loss: 0.0311551 | val_loss: 0.0311602 | Time: 1829.58 ms [2021-03-09 17:01:06 main:574] : INFO : Epoch 1972 | loss: 0.0311556 | val_loss: 0.03116 | Time: 1811.11 ms [2021-03-09 17:01:07 main:574] : INFO : Epoch 1973 | loss: 0.0311565 | val_loss: 0.0311617 | Time: 1477.06 ms [2021-03-09 17:01:09 main:574] : INFO : Epoch 1974 | loss: 0.0311563 | val_loss: 0.0311651 | Time: 1661.87 ms [2021-03-09 17:01:11 main:574] : INFO : Epoch 1975 | loss: 0.031156 | val_loss: 0.0311644 | Time: 1773.86 ms [2021-03-09 17:01:13 main:574] : INFO : Epoch 1976 | loss: 0.0311589 | val_loss: 0.0311614 | Time: 1775.52 ms [2021-03-09 17:01:14 main:574] : INFO : Epoch 1977 | loss: 0.0311583 | val_loss: 0.0311621 | Time: 1833.29 ms [2021-03-09 17:01:16 main:574] : INFO : Epoch 1978 | loss: 0.0311584 | val_loss: 0.0311605 | Time: 1757.77 ms [2021-03-09 17:01:18 main:574] : INFO : Epoch 1979 | loss: 0.0311586 | val_loss: 0.0311659 | Time: 1416.76 ms [2021-03-09 17:01:19 main:574] : INFO : Epoch 1980 | loss: 0.0311609 | val_loss: 0.0311634 | Time: 1736.14 ms [2021-03-09 17:01:21 main:574] : INFO : Epoch 1981 | loss: 0.0311601 | val_loss: 0.0311631 | Time: 1839.42 ms [2021-03-09 17:01:23 main:574] : INFO : Epoch 1982 | loss: 0.0311582 | val_loss: 0.0311617 | Time: 1766.94 ms [2021-03-09 17:01:25 main:574] : INFO : Epoch 1983 | loss: 0.0311586 | val_loss: 0.0311641 | Time: 1740.39 ms [2021-03-09 17:01:27 main:574] : INFO : Epoch 1984 | loss: 0.0311577 | val_loss: 0.0311647 | Time: 1766.6 ms [2021-03-09 17:01:28 main:574] : INFO : Epoch 1985 | loss: 0.0311576 | val_loss: 0.0311641 | Time: 1449.11 ms [2021-03-09 17:01:30 main:574] : INFO : Epoch 1986 | loss: 0.0311594 | val_loss: 0.0311677 | Time: 1831.09 ms [2021-03-09 17:01:32 main:574] : INFO : Epoch 1987 | loss: 0.0311612 | val_loss: 0.0311634 | Time: 1810.12 ms [2021-03-09 17:01:33 main:574] : INFO : Epoch 1988 | loss: 0.0311607 | val_loss: 0.0311647 | Time: 1821 ms [2021-03-09 17:01:35 main:574] : INFO : Epoch 1989 | loss: 0.0311643 | val_loss: 0.0311742 | Time: 1860.61 ms [2021-03-09 17:01:37 main:574] : INFO : Epoch 1990 | loss: 0.0311643 | val_loss: 0.0311684 | Time: 1650.4 ms [2021-03-09 17:01:39 main:574] : INFO : Epoch 1991 | loss: 0.03116 | val_loss: 0.0311629 | Time: 1634.09 ms [2021-03-09 17:01:40 main:574] : INFO : Epoch 1992 | loss: 0.0311595 | val_loss: 0.0311624 | Time: 1777.4 ms [2021-03-09 17:01:42 main:574] : INFO : Epoch 1993 | loss: 0.0311621 | val_loss: 0.0311614 | Time: 1793.7 ms [2021-03-09 17:01:44 main:574] : INFO : Epoch 1994 | loss: 0.0311645 | val_loss: 0.031164 | Time: 1682.21 ms [2021-03-09 17:01:46 main:574] : INFO : Epoch 1995 | loss: 0.0311662 | val_loss: 0.0311609 | Time: 1791.35 ms [2021-03-09 17:01:47 main:574] : INFO : Epoch 1996 | loss: 0.0311659 | val_loss: 0.0311607 | Time: 1538.14 ms [2021-03-09 17:01:49 main:574] : INFO : Epoch 1997 | loss: 0.0311657 | val_loss: 0.0311641 | Time: 1616.89 ms [2021-03-09 17:01:51 main:574] : INFO : Epoch 1998 | loss: 0.0311655 | val_loss: 0.0311644 | Time: 1801.08 ms [2021-03-09 17:01:53 main:574] : INFO : Epoch 1999 | loss: 0.0311634 | val_loss: 0.0311624 | Time: 1789.32 ms [2021-03-09 17:01:54 main:574] : INFO : Epoch 2000 | loss: 0.0311638 | val_loss: 0.0311648 | Time: 1798.07 ms [2021-03-09 17:01:56 main:574] : INFO : Epoch 2001 | loss: 0.0311658 | val_loss: 0.0311639 | Time: 1788.89 ms [2021-03-09 17:01:58 main:574] : INFO : Epoch 2002 | loss: 0.0311646 | val_loss: 0.0311643 | Time: 1472.88 ms [2021-03-09 17:01:59 main:574] : INFO : Epoch 2003 | loss: 0.0311628 | val_loss: 0.0311628 | Time: 1732.13 ms [2021-03-09 17:02:01 main:574] : INFO : Epoch 2004 | loss: 0.0311636 | val_loss: 0.031163 | Time: 1755.61 ms [2021-03-09 17:02:03 main:574] : INFO : Epoch 2005 | loss: 0.0311635 | val_loss: 0.0311627 | Time: 1831.45 ms [2021-03-09 17:02:05 main:574] : INFO : Epoch 2006 | loss: 0.031164 | val_loss: 0.0311633 | Time: 1878.22 ms [2021-03-09 17:02:07 main:574] : INFO : Epoch 2007 | loss: 0.0311644 | val_loss: 0.0311678 | Time: 1741.61 ms [2021-03-09 17:02:08 main:574] : INFO : Epoch 2008 | loss: 0.0311646 | val_loss: 0.0311623 | Time: 1416.95 ms [2021-03-09 17:02:10 main:574] : INFO : Epoch 2009 | loss: 0.0311626 | val_loss: 0.0311662 | Time: 1794.62 ms [2021-03-09 17:02:12 main:574] : INFO : Epoch 2010 | loss: 0.0311668 | val_loss: 0.0311639 | Time: 1808.63 ms [2021-03-09 17:02:14 main:574] : INFO : Epoch 2011 | loss: 0.0311655 | val_loss: 0.0311652 | Time: 1896.16 ms [2021-03-09 17:02:15 main:574] : INFO : Epoch 2012 | loss: 0.0311635 | val_loss: 0.0311641 | Time: 1716.94 ms [2021-03-09 17:02:17 main:574] : INFO : Epoch 2013 | loss: 0.0311619 | val_loss: 0.0311647 | Time: 1644.35 ms [2021-03-09 17:02:19 main:574] : INFO : Epoch 2014 | loss: 0.0311628 | val_loss: 0.0311664 | Time: 1565.81 ms [2021-03-09 17:02:20 main:574] : INFO : Epoch 2015 | loss: 0.0311634 | val_loss: 0.0311651 | Time: 1749.38 ms [2021-03-09 17:02:22 main:574] : INFO : Epoch 2016 | loss: 0.0311635 | val_loss: 0.0311616 | Time: 1756.17 ms [2021-03-09 17:02:24 main:574] : INFO : Epoch 2017 | loss: 0.0311623 | val_loss: 0.0311629 | Time: 1762.08 ms [2021-03-09 17:02:26 main:574] : INFO : Epoch 2018 | loss: 0.031162 | val_loss: 0.0311604 | Time: 1840.57 ms [2021-03-09 17:02:27 main:574] : INFO : Epoch 2019 | loss: 0.0311613 | val_loss: 0.0311609 | Time: 1599.93 ms [2021-03-09 17:02:29 main:574] : INFO : Epoch 2020 | loss: 0.0311624 | val_loss: 0.0311644 | Time: 1653.67 ms [2021-03-09 17:02:31 main:574] : INFO : Epoch 2021 | loss: 0.0311627 | val_loss: 0.0311605 | Time: 1772.5 ms [2021-03-09 17:02:32 main:574] : INFO : Epoch 2022 | loss: 0.0311611 | val_loss: 0.0311608 | Time: 1753.6 ms [2021-03-09 17:02:34 main:574] : INFO : Epoch 2023 | loss: 0.0311608 | val_loss: 0.0311604 | Time: 1784.97 ms [2021-03-09 17:02:36 main:574] : INFO : Epoch 2024 | loss: 0.0311608 | val_loss: 0.0311601 | Time: 1789.91 ms [2021-03-09 17:02:38 main:574] : INFO : Epoch 2025 | loss: 0.0311605 | val_loss: 0.0311606 | Time: 1506.13 ms [2021-03-09 17:02:39 main:574] : INFO : Epoch 2026 | loss: 0.0311609 | val_loss: 0.0311603 | Time: 1705.6 ms [2021-03-09 17:02:41 main:574] : INFO : Epoch 2027 | loss: 0.0311603 | val_loss: 0.0311608 | Time: 1710.06 ms [2021-03-09 17:02:43 main:574] : INFO : Epoch 2028 | loss: 0.0311603 | val_loss: 0.0311607 | Time: 1674.03 ms [2021-03-09 17:02:44 main:574] : INFO : Epoch 2029 | loss: 0.0311604 | val_loss: 0.0311617 | Time: 1706.35 ms [2021-03-09 17:02:46 main:574] : INFO : Epoch 2030 | loss: 0.0311613 | val_loss: 0.0311692 | Time: 1822.57 ms [2021-03-09 17:02:48 main:574] : INFO : Epoch 2031 | loss: 0.0311631 | val_loss: 0.0311634 | Time: 1472.09 ms [2021-03-09 17:02:49 main:574] : INFO : Epoch 2032 | loss: 0.0311644 | val_loss: 0.0311614 | Time: 1690.57 ms [2021-03-09 17:02:51 main:574] : INFO : Epoch 2033 | loss: 0.0311629 | val_loss: 0.0311609 | Time: 1809.9 ms [2021-03-09 17:02:53 main:574] : INFO : Epoch 2034 | loss: 0.0311613 | val_loss: 0.0311612 | Time: 1793.16 ms [2021-03-09 17:02:55 main:574] : INFO : Epoch 2035 | loss: 0.0311613 | val_loss: 0.0311598 | Time: 1803.61 ms [2021-03-09 17:02:57 main:574] : INFO : Epoch 2036 | loss: 0.03116 | val_loss: 0.0311592 | Time: 1760.52 ms [2021-03-09 17:02:58 main:574] : INFO : Epoch 2037 | loss: 0.0311596 | val_loss: 0.03116 | Time: 1437.36 ms [2021-03-09 17:03:00 main:574] : INFO : Epoch 2038 | loss: 0.0311595 | val_loss: 0.0311649 | Time: 1784.84 ms [2021-03-09 17:03:02 main:574] : INFO : Epoch 2039 | loss: 0.0311615 | val_loss: 0.0311608 | Time: 1801.73 ms [2021-03-09 17:03:03 main:574] : INFO : Epoch 2040 | loss: 0.0311641 | val_loss: 0.0311632 | Time: 1778.36 ms [2021-03-09 17:03:05 main:574] : INFO : Epoch 2041 | loss: 0.0311634 | val_loss: 0.0311622 | Time: 1765.48 ms [2021-03-09 17:03:07 main:574] : INFO : Epoch 2042 | loss: 0.0311615 | val_loss: 0.0311634 | Time: 1635.63 ms [2021-03-09 17:03:08 main:574] : INFO : Epoch 2043 | loss: 0.0311603 | val_loss: 0.0311601 | Time: 1520.17 ms [2021-03-09 17:03:10 main:574] : INFO : Epoch 2044 | loss: 0.0311618 | val_loss: 0.0311646 | Time: 1769.31 ms [2021-03-09 17:03:12 main:574] : INFO : Epoch 2045 | loss: 0.0311602 | val_loss: 0.0311607 | Time: 1805.22 ms [2021-03-09 17:03:14 main:574] : INFO : Epoch 2046 | loss: 0.0311611 | val_loss: 0.0311632 | Time: 1795.11 ms [2021-03-09 17:03:16 main:574] : INFO : Epoch 2047 | loss: 0.0311617 | val_loss: 0.031161 | Time: 1784.25 ms [2021-03-09 17:03:17 main:574] : INFO : Epoch 2048 | loss: 0.0311627 | val_loss: 0.0311607 | Time: 1564.96 ms [2021-03-09 17:03:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311607 [2021-03-09 17:03:17 main:603] : INFO : Saving end state to config to file [2021-03-09 17:03:17 main:608] : INFO : Success, exiting.. 17:03:17 (15724): 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)