Task 5174369
| Name | ParityModified-1619579388-26784-1_2 |
| Workunit | 3084279 |
| Created | 10 May 2021, 22:28:36 UTC |
| Sent | 11 May 2021, 0:28:41 UTC |
| Report deadline | 18 May 2021, 0:28:41 UTC |
| Received | 11 May 2021, 9:30:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 1 hours 0 min 5 sec |
| CPU time | 57 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.031181 | val_loss: 0.0311802 | Time: 1687.9 ms [2021-05-11 12:15:11 main:574] : INFO : Epoch 1543 | loss: 0.0311803 | val_loss: 0.0311828 | Time: 1723.61 ms [2021-05-11 12:15:13 main:574] : INFO : Epoch 1544 | loss: 0.0311799 | val_loss: 0.0311806 | Time: 1661.99 ms [2021-05-11 12:15:15 main:574] : INFO : Epoch 1545 | loss: 0.0311817 | val_loss: 0.0311838 | Time: 1684.65 ms [2021-05-11 12:15:16 main:574] : INFO : Epoch 1546 | loss: 0.0311829 | val_loss: 0.0311827 | Time: 1709.94 ms [2021-05-11 12:15:18 main:574] : INFO : Epoch 1547 | loss: 0.0311813 | val_loss: 0.0311934 | Time: 1702.99 ms [2021-05-11 12:15:20 main:574] : INFO : Epoch 1548 | loss: 0.031188 | val_loss: 0.0311905 | Time: 1703.77 ms [2021-05-11 12:15:22 main:574] : INFO : Epoch 1549 | loss: 0.0311833 | val_loss: 0.0311829 | Time: 1693.78 ms [2021-05-11 12:15:23 main:574] : INFO : Epoch 1550 | loss: 0.0311798 | val_loss: 0.0311802 | Time: 1672.46 ms [2021-05-11 12:15:25 main:574] : INFO : Epoch 1551 | loss: 0.0311801 | val_loss: 0.0311825 | Time: 1720.72 ms [2021-05-11 12:15:27 main:574] : INFO : Epoch 1552 | loss: 0.0311807 | val_loss: 0.0311806 | Time: 1711.67 ms [2021-05-11 12:15:29 main:574] : INFO : Epoch 1553 | loss: 0.0311796 | val_loss: 0.0311869 | Time: 1721.68 ms [2021-05-11 12:15:30 main:574] : INFO : Epoch 1554 | loss: 0.0311821 | val_loss: 0.0311823 | Time: 1684.98 ms [2021-05-11 12:15:32 main:574] : INFO : Epoch 1555 | loss: 0.031181 | val_loss: 0.0311811 | Time: 1676.59 ms [2021-05-11 12:15:34 main:574] : INFO : Epoch 1556 | loss: 0.0311809 | val_loss: 0.031186 | Time: 1687.93 ms [2021-05-11 12:15:36 main:574] : INFO : Epoch 1557 | loss: 0.0311807 | val_loss: 0.0311802 | Time: 1694.48 ms [2021-05-11 12:15:37 main:574] : INFO : Epoch 1558 | loss: 0.0311804 | val_loss: 0.0311801 | Time: 1717.92 ms [2021-05-11 12:15:39 main:574] : INFO : Epoch 1559 | loss: 0.0311791 | val_loss: 0.0311828 | Time: 1696.52 ms [2021-05-11 12:15:41 main:574] : INFO : Epoch 1560 | loss: 0.0311818 | val_loss: 0.0311801 | Time: 1699.5 ms [2021-05-11 12:15:43 main:574] : INFO : Epoch 1561 | loss: 0.0311876 | val_loss: 0.0311821 | Time: 1695.7 ms [2021-05-11 12:15:44 main:574] : INFO : Epoch 1562 | loss: 0.0311837 | val_loss: 0.0311814 | Time: 1713.57 ms [2021-05-11 12:15:46 main:574] : INFO : Epoch 1563 | loss: 0.0311816 | val_loss: 0.0311812 | Time: 1722.92 ms [2021-05-11 12:15:48 main:574] : INFO : Epoch 1564 | loss: 0.0311788 | val_loss: 0.0311836 | Time: 1692.28 ms [2021-05-11 12:15:50 main:574] : INFO : Epoch 1565 | loss: 0.0311798 | val_loss: 0.0311813 | Time: 1734.13 ms [2021-05-11 12:15:51 main:574] : INFO : Epoch 1566 | loss: 0.0311791 | val_loss: 0.0311804 | Time: 1718.04 ms [2021-05-11 12:15:53 main:574] : INFO : Epoch 1567 | loss: 0.0311783 | val_loss: 0.0311827 | Time: 1681.07 ms [2021-05-11 12:15:55 main:574] : INFO : Epoch 1568 | loss: 0.0311826 | val_loss: 0.0311838 | Time: 1702.1 ms [2021-05-11 12:15:57 main:574] : INFO : Epoch 1569 | loss: 0.0311827 | val_loss: 0.0311809 | Time: 1729.53 ms [2021-05-11 12:15:58 main:574] : INFO : Epoch 1570 | loss: 0.0311795 | val_loss: 0.0311814 | Time: 1723.55 ms [2021-05-11 12:16:00 main:574] : INFO : Epoch 1571 | loss: 0.0311787 | val_loss: 0.0311859 | Time: 1707.64 ms [2021-05-11 12:16:02 main:574] : INFO : Epoch 1572 | loss: 0.0311785 | val_loss: 0.0311811 | Time: 1683.07 ms [2021-05-11 12:16:04 main:574] : INFO : Epoch 1573 | loss: 0.0311777 | val_loss: 0.0311836 | Time: 1680.84 ms [2021-05-11 12:16:05 main:574] : INFO : Epoch 1574 | loss: 0.0311781 | val_loss: 0.0311817 | Time: 1705.32 ms [2021-05-11 12:16:07 main:574] : INFO : Epoch 1575 | loss: 0.0311793 | val_loss: 0.0311806 | Time: 1718.59 ms [2021-05-11 12:16:09 main:574] : INFO : Epoch 1576 | loss: 0.0311775 | val_loss: 0.0311815 | Time: 1707.29 ms [2021-05-11 12:16:11 main:574] : INFO : Epoch 1577 | loss: 0.0311777 | val_loss: 0.0311809 | Time: 1721.42 ms [2021-05-11 12:16:12 main:574] : INFO : Epoch 1578 | loss: 0.0311807 | val_loss: 0.0311798 | Time: 1660.09 ms [2021-05-11 12:16:14 main:574] : INFO : Epoch 1579 | loss: 0.0311843 | val_loss: 0.0311955 | Time: 1696.37 ms [2021-05-11 12:16:16 main:574] : INFO : Epoch 1580 | loss: 0.0311866 | val_loss: 0.0311842 | Time: 1704.75 ms [2021-05-11 12:16:18 main:574] : INFO : Epoch 1581 | loss: 0.0311793 | val_loss: 0.0311824 | Time: 1697.54 ms [2021-05-11 12:16:19 main:574] : INFO : Epoch 1582 | loss: 0.0311825 | val_loss: 0.0311828 | Time: 1686.81 ms [2021-05-11 12:16:21 main:574] : INFO : Epoch 1583 | loss: 0.0311798 | val_loss: 0.03118 | Time: 1708.97 ms [2021-05-11 12:16:23 main:574] : INFO : Epoch 1584 | loss: 0.0311816 | val_loss: 0.0311806 | Time: 1663.17 ms [2021-05-11 12:16:25 main:574] : INFO : Epoch 1585 | loss: 0.0311794 | val_loss: 0.0311808 | Time: 1718.07 ms [2021-05-11 12:16:26 main:574] : INFO : Epoch 1586 | loss: 0.0311787 | val_loss: 0.0311797 | Time: 1716.92 ms [2021-05-11 12:16:28 main:574] : INFO : Epoch 1587 | loss: 0.0311767 | val_loss: 0.0311802 | Time: 1708.82 ms [2021-05-11 12:16:30 main:574] : INFO : Epoch 1588 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 1692.81 ms [2021-05-11 12:16:32 main:574] : INFO : Epoch 1589 | loss: 0.0311784 | val_loss: 0.0311808 | Time: 1691.82 ms [2021-05-11 12:16:33 main:574] : INFO : Epoch 1590 | loss: 0.0311783 | val_loss: 0.0311806 | Time: 1697.97 ms [2021-05-11 12:16:35 main:574] : INFO : Epoch 1591 | loss: 0.0311771 | val_loss: 0.03118 | Time: 1712.75 ms [2021-05-11 12:16:37 main:574] : INFO : Epoch 1592 | loss: 0.0311793 | val_loss: 0.031192 | Time: 1709.48 ms [2021-05-11 12:16:39 main:574] : INFO : Epoch 1593 | loss: 0.0311807 | val_loss: 0.0311781 | Time: 1694.63 ms [2021-05-11 12:16:40 main:574] : INFO : Epoch 1594 | loss: 0.0311788 | val_loss: 0.0311792 | Time: 1701.66 ms [2021-05-11 12:16:42 main:574] : INFO : Epoch 1595 | loss: 0.0311774 | val_loss: 0.031178 | Time: 1673.34 ms [2021-05-11 12:16:44 main:574] : INFO : Epoch 1596 | loss: 0.0311766 | val_loss: 0.0311788 | Time: 1705.75 ms [2021-05-11 12:16:46 main:574] : INFO : Epoch 1597 | loss: 0.031176 | val_loss: 0.031179 | Time: 1709.3 ms [2021-05-11 12:16:47 main:574] : INFO : Epoch 1598 | loss: 0.0311772 | val_loss: 0.0311798 | Time: 1719.09 ms [2021-05-11 12:16:49 main:574] : INFO : Epoch 1599 | loss: 0.0311784 | val_loss: 0.0311782 | Time: 1720.5 ms [2021-05-11 12:16:51 main:574] : INFO : Epoch 1600 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 1702.65 ms [2021-05-11 12:16:53 main:574] : INFO : Epoch 1601 | loss: 0.0311754 | val_loss: 0.0311826 | Time: 1654.49 ms [2021-05-11 12:16:54 main:574] : INFO : Epoch 1602 | loss: 0.0311809 | val_loss: 0.0311778 | Time: 1678.84 ms [2021-05-11 12:16:56 main:574] : INFO : Epoch 1603 | loss: 0.0311758 | val_loss: 0.031178 | Time: 1720.88 ms [2021-05-11 12:16:58 main:574] : INFO : Epoch 1604 | loss: 0.0311766 | val_loss: 0.0311783 | Time: 1711.3 ms [2021-05-11 12:17:00 main:574] : INFO : Epoch 1605 | loss: 0.0311813 | val_loss: 0.0311836 | Time: 1732.42 ms [2021-05-11 12:17:01 main:574] : INFO : Epoch 1606 | loss: 0.0311751 | val_loss: 0.0311813 | Time: 1697.39 ms [2021-05-11 12:17:03 main:574] : INFO : Epoch 1607 | loss: 0.0311774 | val_loss: 0.0311848 | Time: 1665.45 ms [2021-05-11 12:17:05 main:574] : INFO : Epoch 1608 | loss: 0.0311761 | val_loss: 0.0311782 | Time: 1694.2 ms [2021-05-11 12:17:07 main:574] : INFO : Epoch 1609 | loss: 0.031177 | val_loss: 0.0311823 | Time: 1702 ms [2021-05-11 12:17:08 main:574] : INFO : Epoch 1610 | loss: 0.031177 | val_loss: 0.0311786 | Time: 1730.89 ms [2021-05-11 12:17:10 main:574] : INFO : Epoch 1611 | loss: 0.0311761 | val_loss: 0.0311769 | Time: 1704.51 ms [2021-05-11 12:17:12 main:574] : INFO : Epoch 1612 | loss: 0.0311753 | val_loss: 0.0311807 | Time: 1679.6 ms [2021-05-11 12:17:14 main:574] : INFO : Epoch 1613 | loss: 0.0311761 | val_loss: 0.0311799 | Time: 1679.96 ms [2021-05-11 12:17:15 main:574] : INFO : Epoch 1614 | loss: 0.0311738 | val_loss: 0.031178 | Time: 1713.57 ms [2021-05-11 12:17:17 main:574] : INFO : Epoch 1615 | loss: 0.0311734 | val_loss: 0.0311775 | Time: 1726.22 ms [2021-05-11 12:17:19 main:574] : INFO : Epoch 1616 | loss: 0.0311748 | val_loss: 0.0311784 | Time: 1688.23 ms [2021-05-11 12:17:21 main:574] : INFO : Epoch 1617 | loss: 0.0311757 | val_loss: 0.0311777 | Time: 1723.92 ms [2021-05-11 12:17:22 main:574] : INFO : Epoch 1618 | loss: 0.031177 | val_loss: 0.0311848 | Time: 1670.41 ms [2021-05-11 12:17:24 main:574] : INFO : Epoch 1619 | loss: 0.0311782 | val_loss: 0.0311793 | Time: 1690.13 ms [2021-05-11 12:17:26 main:574] : INFO : Epoch 1620 | loss: 0.0311756 | val_loss: 0.0311789 | Time: 1709.87 ms [2021-05-11 12:17:28 main:574] : INFO : Epoch 1621 | loss: 0.0311741 | val_loss: 0.0311778 | Time: 1697.36 ms [2021-05-11 12:17:29 main:574] : INFO : Epoch 1622 | loss: 0.0311738 | val_loss: 0.0311806 | Time: 1704.39 ms [2021-05-11 12:17:31 main:574] : INFO : Epoch 1623 | loss: 0.0311774 | val_loss: 0.0311847 | Time: 1691.89 ms [2021-05-11 12:17:33 main:574] : INFO : Epoch 1624 | loss: 0.03118 | val_loss: 0.0311813 | Time: 1686.09 ms [2021-05-11 12:17:35 main:574] : INFO : Epoch 1625 | loss: 0.0311831 | val_loss: 0.0311827 | Time: 1707.64 ms [2021-05-11 12:17:36 main:574] : INFO : Epoch 1626 | loss: 0.0311749 | val_loss: 0.0311789 | Time: 1700.27 ms [2021-05-11 12:17:38 main:574] : INFO : Epoch 1627 | loss: 0.0311753 | val_loss: 0.0311831 | Time: 1691.09 ms [2021-05-11 12:17:40 main:574] : INFO : Epoch 1628 | loss: 0.0311767 | val_loss: 0.0311823 | Time: 1753.5 ms [2021-05-11 12:17:42 main:574] : INFO : Epoch 1629 | loss: 0.0311764 | val_loss: 0.0311792 | Time: 1711.13 ms [2021-05-11 12:17:43 main:574] : INFO : Epoch 1630 | loss: 0.0311766 | val_loss: 0.0311801 | Time: 1667.57 ms [2021-05-11 12:17:45 main:574] : INFO : Epoch 1631 | loss: 0.0311793 | val_loss: 0.0311873 | Time: 1704.85 ms [2021-05-11 12:17:47 main:574] : INFO : Epoch 1632 | loss: 0.0311803 | val_loss: 0.0311777 | Time: 1706.33 ms [2021-05-11 12:17:49 main:574] : INFO : Epoch 1633 | loss: 0.0311753 | val_loss: 0.0311787 | Time: 1691.61 ms [2021-05-11 12:17:50 main:574] : INFO : Epoch 1634 | loss: 0.031176 | val_loss: 0.0311777 | Time: 1710.77 ms [2021-05-11 12:17:52 main:574] : INFO : Epoch 1635 | loss: 0.031176 | val_loss: 0.0311969 | Time: 1660.7 ms [2021-05-11 12:17:54 main:574] : INFO : Epoch 1636 | loss: 0.031183 | val_loss: 0.0311932 | Time: 1696.86 ms [2021-05-11 12:17:56 main:574] : INFO : Epoch 1637 | loss: 0.0311825 | val_loss: 0.0311839 | Time: 1737.72 ms [2021-05-11 12:17:57 main:574] : INFO : Epoch 1638 | loss: 0.0311799 | val_loss: 0.0311786 | Time: 1687.67 ms [2021-05-11 12:17:59 main:574] : INFO : Epoch 1639 | loss: 0.0311797 | val_loss: 0.0311801 | Time: 1699.96 ms [2021-05-11 12:18:01 main:574] : INFO : Epoch 1640 | loss: 0.0311794 | val_loss: 0.031179 | Time: 1707.68 ms [2021-05-11 12:18:03 main:574] : INFO : Epoch 1641 | loss: 0.0311786 | val_loss: 0.0311789 | Time: 1673.69 ms [2021-05-11 12:18:04 main:574] : INFO : Epoch 1642 | loss: 0.0311778 | val_loss: 0.0311795 | Time: 1698.69 ms [2021-05-11 12:18:06 main:574] : INFO : Epoch 1643 | loss: 0.0311775 | val_loss: 0.031178 | Time: 1723.35 ms [2021-05-11 12:18:08 main:574] : INFO : Epoch 1644 | loss: 0.0311775 | val_loss: 0.0311791 | Time: 1706.29 ms [2021-05-11 12:18:10 main:574] : INFO : Epoch 1645 | loss: 0.0311787 | val_loss: 0.0311841 | Time: 1701.03 ms [2021-05-11 12:18:11 main:574] : INFO : Epoch 1646 | loss: 0.0311822 | val_loss: 0.0311822 | Time: 1714.49 ms [2021-05-11 12:18:13 main:574] : INFO : Epoch 1647 | loss: 0.0311797 | val_loss: 0.0311772 | Time: 1665.98 ms [2021-05-11 12:18:15 main:574] : INFO : Epoch 1648 | loss: 0.0311786 | val_loss: 0.0311799 | Time: 1677.4 ms [2021-05-11 12:18:16 main:574] : INFO : Epoch 1649 | loss: 0.0311774 | val_loss: 0.0311778 | Time: 1693.91 ms [2021-05-11 12:18:18 main:574] : INFO : Epoch 1650 | loss: 0.0311781 | val_loss: 0.0311781 | Time: 1701.96 ms [2021-05-11 12:18:20 main:574] : INFO : Epoch 1651 | loss: 0.0311774 | val_loss: 0.0311786 | Time: 1711.54 ms [2021-05-11 12:18:22 main:574] : INFO : Epoch 1652 | loss: 0.0311757 | val_loss: 0.0311774 | Time: 1692.98 ms [2021-05-11 12:18:24 main:574] : INFO : Epoch 1653 | loss: 0.0311745 | val_loss: 0.0311772 | Time: 1698.89 ms [2021-05-11 12:18:25 main:574] : INFO : Epoch 1654 | loss: 0.0311744 | val_loss: 0.0311771 | Time: 1696.9 ms [2021-05-11 12:18:27 main:574] : INFO : Epoch 1655 | loss: 0.0311748 | val_loss: 0.031177 | Time: 1712.71 ms [2021-05-11 12:18:29 main:574] : INFO : Epoch 1656 | loss: 0.0311749 | val_loss: 0.0311768 | Time: 1685.93 ms [2021-05-11 12:18:31 main:574] : INFO : Epoch 1657 | loss: 0.0311745 | val_loss: 0.0311757 | Time: 1696.64 ms [2021-05-11 12:18:32 main:574] : INFO : Epoch 1658 | loss: 0.0311754 | val_loss: 0.0311784 | Time: 1654.96 ms [2021-05-11 12:18:34 main:574] : INFO : Epoch 1659 | loss: 0.0311755 | val_loss: 0.0311762 | Time: 1693.11 ms [2021-05-11 12:18:36 main:574] : INFO : Epoch 1660 | loss: 0.0311746 | val_loss: 0.0311755 | Time: 1711.11 ms [2021-05-11 12:18:38 main:574] : INFO : Epoch 1661 | loss: 0.0311744 | val_loss: 0.0311772 | Time: 1686.61 ms [2021-05-11 12:18:39 main:574] : INFO : Epoch 1662 | loss: 0.0311771 | val_loss: 0.0311839 | Time: 1692.45 ms [2021-05-11 12:18:41 main:574] : INFO : Epoch 1663 | loss: 0.0311782 | val_loss: 0.0311772 | Time: 1705.85 ms [2021-05-11 12:18:43 main:574] : INFO : Epoch 1664 | loss: 0.0311799 | val_loss: 0.0311802 | Time: 1684.32 ms [2021-05-11 12:18:45 main:574] : INFO : Epoch 1665 | loss: 0.0311824 | val_loss: 0.0311813 | Time: 1706.59 ms [2021-05-11 12:18:46 main:574] : INFO : Epoch 1666 | loss: 0.0311829 | val_loss: 0.0311846 | Time: 1717.41 ms [2021-05-11 12:18:48 main:574] : INFO : Epoch 1667 | loss: 0.0311864 | val_loss: 0.0311848 | Time: 1733.41 ms [2021-05-11 12:18:50 main:574] : INFO : Epoch 1668 | loss: 0.0311876 | val_loss: 0.0311949 | Time: 1695.91 ms [2021-05-11 12:18:52 main:574] : INFO : Epoch 1669 | loss: 0.0311863 | val_loss: 0.0311816 | Time: 1697.78 ms [2021-05-11 12:18:53 main:574] : INFO : Epoch 1670 | loss: 0.0311822 | val_loss: 0.0311838 | Time: 1669.92 ms [2021-05-11 12:18:55 main:574] : INFO : Epoch 1671 | loss: 0.0311832 | val_loss: 0.031181 | Time: 1702.48 ms [2021-05-11 12:18:57 main:574] : INFO : Epoch 1672 | loss: 0.0311845 | val_loss: 0.031179 | Time: 1695.55 ms [2021-05-11 12:18:58 main:574] : INFO : Epoch 1673 | loss: 0.0311811 | val_loss: 0.0311793 | Time: 1691.28 ms [2021-05-11 12:19:00 main:574] : INFO : Epoch 1674 | loss: 0.0311801 | val_loss: 0.0311774 | Time: 1725.73 ms [2021-05-11 12:19:02 main:574] : INFO : Epoch 1675 | loss: 0.0311783 | val_loss: 0.0311778 | Time: 1678.97 ms [2021-05-11 12:19:04 main:574] : INFO : Epoch 1676 | loss: 0.0311797 | val_loss: 0.031177 | Time: 1682.64 ms [2021-05-11 12:19:05 main:574] : INFO : Epoch 1677 | loss: 0.0311794 | val_loss: 0.0311782 | Time: 1693.61 ms [2021-05-11 12:19:07 main:574] : INFO : Epoch 1678 | loss: 0.0311786 | val_loss: 0.0311791 | Time: 1678.31 ms [2021-05-11 12:19:09 main:574] : INFO : Epoch 1679 | loss: 0.0311788 | val_loss: 0.031178 | Time: 1700.64 ms [2021-05-11 12:19:11 main:574] : INFO : Epoch 1680 | loss: 0.0311775 | val_loss: 0.0311762 | Time: 1693.48 ms [2021-05-11 12:19:12 main:574] : INFO : Epoch 1681 | loss: 0.0311772 | val_loss: 0.031176 | Time: 1661.99 ms [2021-05-11 12:19:14 main:574] : INFO : Epoch 1682 | loss: 0.0311766 | val_loss: 0.0311767 | Time: 1707.56 ms [2021-05-11 12:19:16 main:574] : INFO : Epoch 1683 | loss: 0.0311772 | val_loss: 0.0311757 | Time: 1682.93 ms [2021-05-11 12:19:18 main:574] : INFO : Epoch 1684 | loss: 0.0311766 | val_loss: 0.0311754 | Time: 1698.58 ms [2021-05-11 12:19:19 main:574] : INFO : Epoch 1685 | loss: 0.0311749 | val_loss: 0.0311782 | Time: 1749.02 ms [2021-05-11 12:19:21 main:574] : INFO : Epoch 1686 | loss: 0.0311757 | val_loss: 0.0311762 | Time: 1691.55 ms [2021-05-11 12:19:23 main:574] : INFO : Epoch 1687 | loss: 0.0311749 | val_loss: 0.0311763 | Time: 1693.72 ms [2021-05-11 12:19:25 main:574] : INFO : Epoch 1688 | loss: 0.0311769 | val_loss: 0.0311768 | Time: 1702.27 ms [2021-05-11 12:19:26 main:574] : INFO : Epoch 1689 | loss: 0.03118 | val_loss: 0.0311785 | Time: 1695.71 ms [2021-05-11 12:19:28 main:574] : INFO : Epoch 1690 | loss: 0.0311754 | val_loss: 0.0311757 | Time: 1709.5 ms [2021-05-11 12:19:30 main:574] : INFO : Epoch 1691 | loss: 0.0311739 | val_loss: 0.0311762 | Time: 1720.06 ms [2021-05-11 12:19:32 main:574] : INFO : Epoch 1692 | loss: 0.0311739 | val_loss: 0.0311764 | Time: 1694.36 ms [2021-05-11 12:19:33 main:574] : INFO : Epoch 1693 | loss: 0.0311732 | val_loss: 0.0311744 | Time: 1674.91 ms [2021-05-11 12:19:35 main:574] : INFO : Epoch 1694 | loss: 0.0311754 | val_loss: 0.031182 | Time: 1692.84 ms [2021-05-11 12:19:37 main:574] : INFO : Epoch 1695 | loss: 0.0311746 | val_loss: 0.0311745 | Time: 1699.89 ms [2021-05-11 12:19:39 main:574] : INFO : Epoch 1696 | loss: 0.0311733 | val_loss: 0.0311737 | Time: 1706.46 ms [2021-05-11 12:19:40 main:574] : INFO : Epoch 1697 | loss: 0.0311747 | val_loss: 0.0311758 | Time: 1707.17 ms [2021-05-11 12:19:42 main:574] : INFO : Epoch 1698 | loss: 0.0311759 | val_loss: 0.0311764 | Time: 1682.08 ms [2021-05-11 12:19:44 main:574] : INFO : Epoch 1699 | loss: 0.0311728 | val_loss: 0.0311742 | Time: 1689.07 ms [2021-05-11 12:19:45 main:574] : INFO : Epoch 1700 | loss: 0.0311736 | val_loss: 0.031174 | Time: 1705.78 ms [2021-05-11 12:19:47 main:574] : INFO : Epoch 1701 | loss: 0.0311734 | val_loss: 0.0311785 | Time: 1694.3 ms [2021-05-11 12:19:49 main:574] : INFO : Epoch 1702 | loss: 0.0311757 | val_loss: 0.0311754 | Time: 1692.27 ms [2021-05-11 12:19:51 main:574] : INFO : Epoch 1703 | loss: 0.0311739 | val_loss: 0.0311751 | Time: 1704.36 ms [2021-05-11 12:19:52 main:574] : INFO : Epoch 1704 | loss: 0.0311738 | val_loss: 0.0311775 | Time: 1661 ms [2021-05-11 12:19:54 main:574] : INFO : Epoch 1705 | loss: 0.0311739 | val_loss: 0.031178 | Time: 1690.74 ms [2021-05-11 12:19:56 main:574] : INFO : Epoch 1706 | loss: 0.0311737 | val_loss: 0.0311754 | Time: 1715.13 ms [2021-05-11 12:19:58 main:574] : INFO : Epoch 1707 | loss: 0.0311722 | val_loss: 0.0311746 | Time: 1726.35 ms [2021-05-11 12:19:59 main:574] : INFO : Epoch 1708 | loss: 0.0311727 | val_loss: 0.0311748 | Time: 1705.63 ms [2021-05-11 12:20:01 main:574] : INFO : Epoch 1709 | loss: 0.0311728 | val_loss: 0.0311791 | Time: 1713.95 ms [2021-05-11 12:20:03 main:574] : INFO : Epoch 1710 | loss: 0.0311738 | val_loss: 0.0311752 | Time: 1682.23 ms [2021-05-11 12:20:05 main:574] : INFO : Epoch 1711 | loss: 0.0311715 | val_loss: 0.031175 | Time: 1712.42 ms [2021-05-11 12:20:06 main:574] : INFO : Epoch 1712 | loss: 0.0311707 | val_loss: 0.0311779 | Time: 1693.49 ms [2021-05-11 12:20:08 main:574] : INFO : Epoch 1713 | loss: 0.0311742 | val_loss: 0.031176 | Time: 1707.86 ms [2021-05-11 12:20:10 main:574] : INFO : Epoch 1714 | loss: 0.0311743 | val_loss: 0.0311758 | Time: 1710.95 ms [2021-05-11 12:20:12 main:574] : INFO : Epoch 1715 | loss: 0.0311753 | val_loss: 0.0311763 | Time: 1696.89 ms [2021-05-11 12:20:13 main:574] : INFO : Epoch 1716 | loss: 0.0311718 | val_loss: 0.0311743 | Time: 1688.29 ms [2021-05-11 12:20:15 main:574] : INFO : Epoch 1717 | loss: 0.0311734 | val_loss: 0.0311765 | Time: 1688.43 ms [2021-05-11 12:20:17 main:574] : INFO : Epoch 1718 | loss: 0.031174 | val_loss: 0.0311744 | Time: 1727.96 ms [2021-05-11 12:20:19 main:574] : INFO : Epoch 1719 | loss: 0.031172 | val_loss: 0.0311751 | Time: 1699.98 ms [2021-05-11 12:20:20 main:574] : INFO : Epoch 1720 | loss: 0.031171 | val_loss: 0.0311749 | Time: 1720.81 ms [2021-05-11 12:20:22 main:574] : INFO : Epoch 1721 | loss: 0.0311723 | val_loss: 0.0311773 | Time: 1679.5 ms [2021-05-11 12:20:24 main:574] : INFO : Epoch 1722 | loss: 0.0311738 | val_loss: 0.0311731 | Time: 1721.01 ms [2021-05-11 12:20:26 main:574] : INFO : Epoch 1723 | loss: 0.031171 | val_loss: 0.0311731 | Time: 1711.43 ms [2021-05-11 12:20:27 main:574] : INFO : Epoch 1724 | loss: 0.031172 | val_loss: 0.0311736 | Time: 1715.17 ms [2021-05-11 12:20:29 main:574] : INFO : Epoch 1725 | loss: 0.0311707 | val_loss: 0.0311726 | Time: 1756.74 ms [2021-05-11 12:20:31 main:574] : INFO : Epoch 1726 | loss: 0.0311697 | val_loss: 0.0311743 | Time: 1703.59 ms [2021-05-11 12:20:33 main:574] : INFO : Epoch 1727 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 1682.2 ms [2021-05-11 12:20:34 main:574] : INFO : Epoch 1728 | loss: 0.0311702 | val_loss: 0.0311753 | Time: 1704.85 ms [2021-05-11 12:20:36 main:574] : INFO : Epoch 1729 | loss: 0.0311722 | val_loss: 0.0311737 | Time: 1727.62 ms [2021-05-11 12:20:38 main:574] : INFO : Epoch 1730 | loss: 0.0311712 | val_loss: 0.031173 | Time: 1692.38 ms [2021-05-11 12:20:40 main:574] : INFO : Epoch 1731 | loss: 0.0311726 | val_loss: 0.0311813 | Time: 1690.63 ms [2021-05-11 12:20:41 main:574] : INFO : Epoch 1732 | loss: 0.0311701 | val_loss: 0.0311741 | Time: 1704.72 ms [2021-05-11 12:20:43 main:574] : INFO : Epoch 1733 | loss: 0.03117 | val_loss: 0.0311727 | Time: 1685.64 ms [2021-05-11 12:20:45 main:574] : INFO : Epoch 1734 | loss: 0.0311694 | val_loss: 0.0311729 | Time: 1703.64 ms [2021-05-11 12:20:47 main:574] : INFO : Epoch 1735 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 1700.29 ms [2021-05-11 12:20:48 main:574] : INFO : Epoch 1736 | loss: 0.0311737 | val_loss: 0.0311731 | Time: 1709.45 ms [2021-05-11 12:20:50 main:574] : INFO : Epoch 1737 | loss: 0.0311687 | val_loss: 0.0311776 | Time: 1723.17 ms [2021-05-11 12:20:52 main:574] : INFO : Epoch 1738 | loss: 0.0311709 | val_loss: 0.0311746 | Time: 1696.16 ms [2021-05-11 12:20:54 main:574] : INFO : Epoch 1739 | loss: 0.0311705 | val_loss: 0.0311721 | Time: 1685.99 ms [2021-05-11 12:20:55 main:574] : INFO : Epoch 1740 | loss: 0.0311739 | val_loss: 0.0311765 | Time: 1763.49 ms [2021-05-11 12:20:57 main:574] : INFO : Epoch 1741 | loss: 0.0311811 | val_loss: 0.0311796 | Time: 1711.13 ms [2021-05-11 12:20:59 main:574] : INFO : Epoch 1742 | loss: 0.0311754 | val_loss: 0.0311742 | Time: 1700.15 ms [2021-05-11 12:21:01 main:574] : INFO : Epoch 1743 | loss: 0.0311707 | val_loss: 0.031174 | Time: 1721.5 ms [2021-05-11 12:21:02 main:574] : INFO : Epoch 1744 | loss: 0.0311714 | val_loss: 0.0311739 | Time: 1670.78 ms [2021-05-11 12:21:04 main:574] : INFO : Epoch 1745 | loss: 0.0311715 | val_loss: 0.0311723 | Time: 1706.58 ms [2021-05-11 12:21:06 main:574] : INFO : Epoch 1746 | loss: 0.0311684 | val_loss: 0.0311722 | Time: 1698.68 ms [2021-05-11 12:21:08 main:574] : INFO : Epoch 1747 | loss: 0.0311695 | val_loss: 0.031172 | Time: 1764.22 ms [2021-05-11 12:21:10 main:574] : INFO : Epoch 1748 | loss: 0.0311687 | val_loss: 0.031173 | Time: 1702.25 ms [2021-05-11 12:21:11 main:574] : INFO : Epoch 1749 | loss: 0.0311699 | val_loss: 0.0311721 | Time: 1705.37 ms [2021-05-11 12:21:13 main:574] : INFO : Epoch 1750 | loss: 0.0311696 | val_loss: 0.0311735 | Time: 1675.19 ms [2021-05-11 12:21:15 main:574] : INFO : Epoch 1751 | loss: 0.0311725 | val_loss: 0.0311725 | Time: 1738.44 ms [2021-05-11 12:21:16 main:574] : INFO : Epoch 1752 | loss: 0.03117 | val_loss: 0.031172 | Time: 1703.43 ms [2021-05-11 12:21:18 main:574] : INFO : Epoch 1753 | loss: 0.0311671 | val_loss: 0.0311732 | Time: 1700.76 ms [2021-05-11 12:21:20 main:574] : INFO : Epoch 1754 | loss: 0.0311683 | val_loss: 0.0311723 | Time: 1711.2 ms [2021-05-11 12:21:22 main:574] : INFO : Epoch 1755 | loss: 0.0311737 | val_loss: 0.0311741 | Time: 1678.72 ms [2021-05-11 12:21:23 main:574] : INFO : Epoch 1756 | loss: 0.0311687 | val_loss: 0.031173 | Time: 1665.68 ms [2021-05-11 12:21:25 main:574] : INFO : Epoch 1757 | loss: 0.0311678 | val_loss: 0.0311735 | Time: 1750.02 ms [2021-05-11 12:21:27 main:574] : INFO : Epoch 1758 | loss: 0.0311668 | val_loss: 0.0311723 | Time: 1740.46 ms [2021-05-11 12:21:29 main:574] : INFO : Epoch 1759 | loss: 0.0311666 | val_loss: 0.0311728 | Time: 1729.49 ms [2021-05-11 12:21:31 main:574] : INFO : Epoch 1760 | loss: 0.0311677 | val_loss: 0.0311744 | Time: 1699.35 ms [2021-05-11 12:21:32 main:574] : INFO : Epoch 1761 | loss: 0.0311683 | val_loss: 0.0311724 | Time: 1668.7 ms [2021-05-11 12:21:34 main:574] : INFO : Epoch 1762 | loss: 0.0311693 | val_loss: 0.0311732 | Time: 1680.58 ms [2021-05-11 12:21:36 main:574] : INFO : Epoch 1763 | loss: 0.0311684 | val_loss: 0.0311727 | Time: 1726.29 ms [2021-05-11 12:21:38 main:574] : INFO : Epoch 1764 | loss: 0.031167 | val_loss: 0.0311734 | Time: 1732.86 ms [2021-05-11 12:21:39 main:574] : INFO : Epoch 1765 | loss: 0.0311675 | val_loss: 0.0311726 | Time: 1706.99 ms [2021-05-11 12:21:41 main:574] : INFO : Epoch 1766 | loss: 0.0311666 | val_loss: 0.031171 | Time: 1708.12 ms [2021-05-11 12:21:43 main:574] : INFO : Epoch 1767 | loss: 0.0311668 | val_loss: 0.0311716 | Time: 1670.51 ms [2021-05-11 12:21:44 main:574] : INFO : Epoch 1768 | loss: 0.0311672 | val_loss: 0.0311729 | Time: 1693.13 ms [2021-05-11 12:21:46 main:574] : INFO : Epoch 1769 | loss: 0.0311679 | val_loss: 0.0311744 | Time: 1695.87 ms [2021-05-11 12:21:48 main:574] : INFO : Epoch 1770 | loss: 0.0311683 | val_loss: 0.0311732 | Time: 1705.1 ms [2021-05-11 12:21:50 main:574] : INFO : Epoch 1771 | loss: 0.0311668 | val_loss: 0.0311758 | Time: 1707.24 ms [2021-05-11 12:21:51 main:574] : INFO : Epoch 1772 | loss: 0.0311695 | val_loss: 0.0311734 | Time: 1705.67 ms [2021-05-11 12:21:53 main:574] : INFO : Epoch 1773 | loss: 0.031167 | val_loss: 0.031171 | Time: 1687.69 ms [2021-05-11 12:21:55 main:574] : INFO : Epoch 1774 | loss: 0.0311661 | val_loss: 0.0311707 | Time: 1696.14 ms [2021-05-11 12:21:57 main:574] : INFO : Epoch 1775 | loss: 0.0311656 | val_loss: 0.0311708 | Time: 1700.14 ms [2021-05-11 12:21:58 main:574] : INFO : Epoch 1776 | loss: 0.0311665 | val_loss: 0.0311721 | Time: 1685.56 ms [2021-05-11 12:22:00 main:574] : INFO : Epoch 1777 | loss: 0.0311652 | val_loss: 0.0311733 | Time: 1696.84 ms [2021-05-11 12:22:02 main:574] : INFO : Epoch 1778 | loss: 0.031166 | val_loss: 0.0311733 | Time: 1685.12 ms [2021-05-11 12:22:04 main:574] : INFO : Epoch 1779 | loss: 0.0311681 | val_loss: 0.0311725 | Time: 1676.65 ms [2021-05-11 12:22:05 main:574] : INFO : Epoch 1780 | loss: 0.0311657 | val_loss: 0.0311722 | Time: 1694.62 ms [2021-05-11 12:22:07 main:574] : INFO : Epoch 1781 | loss: 0.0311646 | val_loss: 0.031171 | Time: 1719.21 ms [2021-05-11 12:22:09 main:574] : INFO : Epoch 1782 | loss: 0.031164 | val_loss: 0.0311717 | Time: 1698.93 ms [2021-05-11 12:22:11 main:574] : INFO : Epoch 1783 | loss: 0.0311645 | val_loss: 0.031171 | Time: 1716.63 ms [2021-05-11 12:22:12 main:574] : INFO : Epoch 1784 | loss: 0.0311641 | val_loss: 0.0311705 | Time: 1670.93 ms [2021-05-11 12:22:14 main:574] : INFO : Epoch 1785 | loss: 0.0311662 | val_loss: 0.0311733 | Time: 1701.36 ms [2021-05-11 12:22:16 main:574] : INFO : Epoch 1786 | loss: 0.0311639 | val_loss: 0.0311749 | Time: 1728.12 ms [2021-05-11 12:22:18 main:574] : INFO : Epoch 1787 | loss: 0.0311671 | val_loss: 0.0311728 | Time: 1726.47 ms [2021-05-11 12:22:19 main:574] : INFO : Epoch 1788 | loss: 0.0311684 | val_loss: 0.0311752 | Time: 1719.21 ms [2021-05-11 12:22:21 main:574] : INFO : Epoch 1789 | loss: 0.0311658 | val_loss: 0.0311715 | Time: 1705.69 ms [2021-05-11 12:22:23 main:574] : INFO : Epoch 1790 | loss: 0.0311674 | val_loss: 0.0311704 | Time: 1662.55 ms [2021-05-11 12:22:25 main:574] : INFO : Epoch 1791 | loss: 0.0311658 | val_loss: 0.0311728 | Time: 1711.59 ms [2021-05-11 12:22:26 main:574] : INFO : Epoch 1792 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 1727.22 ms [2021-05-11 12:22:28 main:574] : INFO : Epoch 1793 | loss: 0.0311652 | val_loss: 0.0311738 | Time: 1696.05 ms [2021-05-11 12:22:30 main:574] : INFO : Epoch 1794 | loss: 0.0311659 | val_loss: 0.0311757 | Time: 1686.42 ms [2021-05-11 12:22:32 main:574] : INFO : Epoch 1795 | loss: 0.0311701 | val_loss: 0.0311773 | Time: 1705.25 ms [2021-05-11 12:22:33 main:574] : INFO : Epoch 1796 | loss: 0.0311654 | val_loss: 0.0311739 | Time: 1676.27 ms [2021-05-11 12:22:35 main:574] : INFO : Epoch 1797 | loss: 0.0311665 | val_loss: 0.0311766 | Time: 1708.62 ms [2021-05-11 12:22:37 main:574] : INFO : Epoch 1798 | loss: 0.0311651 | val_loss: 0.0311729 | Time: 1704.67 ms [2021-05-11 12:22:39 main:574] : INFO : Epoch 1799 | loss: 0.0311642 | val_loss: 0.0311712 | Time: 1693.5 ms [2021-05-11 12:22:40 main:574] : INFO : Epoch 1800 | loss: 0.0311658 | val_loss: 0.0311812 | Time: 1712.79 ms [2021-05-11 12:22:42 main:574] : INFO : Epoch 1801 | loss: 0.0311668 | val_loss: 0.0311838 | Time: 1679.27 ms [2021-05-11 12:22:44 main:574] : INFO : Epoch 1802 | loss: 0.031166 | val_loss: 0.0311753 | Time: 1686.64 ms [2021-05-11 12:22:46 main:574] : INFO : Epoch 1803 | loss: 0.0311698 | val_loss: 0.0311804 | Time: 1696.51 ms [2021-05-11 12:22:47 main:574] : INFO : Epoch 1804 | loss: 0.0311678 | val_loss: 0.0311735 | Time: 1699.52 ms [2021-05-11 12:22:49 main:574] : INFO : Epoch 1805 | loss: 0.031165 | val_loss: 0.0311716 | Time: 1704.24 ms [2021-05-11 12:22:51 main:574] : INFO : Epoch 1806 | loss: 0.0311714 | val_loss: 0.0311808 | Time: 1716.13 ms [2021-05-11 12:22:52 main:574] : INFO : Epoch 1807 | loss: 0.0311773 | val_loss: 0.0311775 | Time: 1665.86 ms [2021-05-11 12:22:54 main:574] : INFO : Epoch 1808 | loss: 0.0311738 | val_loss: 0.0311729 | Time: 1713.63 ms [2021-05-11 12:22:56 main:574] : INFO : Epoch 1809 | loss: 0.0311695 | val_loss: 0.0311723 | Time: 1693.85 ms [2021-05-11 12:22:58 main:574] : INFO : Epoch 1810 | loss: 0.0311705 | val_loss: 0.0311792 | Time: 1708.86 ms [2021-05-11 12:22:59 main:574] : INFO : Epoch 1811 | loss: 0.0311735 | val_loss: 0.0311723 | Time: 1701.59 ms [2021-05-11 12:23:01 main:574] : INFO : Epoch 1812 | loss: 0.0311676 | val_loss: 0.0311721 | Time: 1700.28 ms [2021-05-11 12:23:03 main:574] : INFO : Epoch 1813 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 1687.96 ms [2021-05-11 12:23:05 main:574] : INFO : Epoch 1814 | loss: 0.0311654 | val_loss: 0.0311728 | Time: 1690.14 ms [2021-05-11 12:23:06 main:574] : INFO : Epoch 1815 | loss: 0.0311639 | val_loss: 0.0311717 | Time: 1696.15 ms [2021-05-11 12:23:08 main:574] : INFO : Epoch 1816 | loss: 0.0311643 | val_loss: 0.0311723 | Time: 1708.64 ms [2021-05-11 12:23:10 main:574] : INFO : Epoch 1817 | loss: 0.0311639 | val_loss: 0.0311714 | Time: 1717.01 ms [2021-05-11 12:23:12 main:574] : INFO : Epoch 1818 | loss: 0.0311641 | val_loss: 0.0311708 | Time: 1713.94 ms [2021-05-11 12:23:13 main:574] : INFO : Epoch 1819 | loss: 0.0311706 | val_loss: 0.0311878 | Time: 1675.98 ms [2021-05-11 12:23:15 main:574] : INFO : Epoch 1820 | loss: 0.0311669 | val_loss: 0.0311707 | Time: 1714.66 ms [2021-05-11 12:23:17 main:574] : INFO : Epoch 1821 | loss: 0.0311636 | val_loss: 0.0311696 | Time: 1726.58 ms [2021-05-11 12:23:19 main:574] : INFO : Epoch 1822 | loss: 0.0311623 | val_loss: 0.0311705 | Time: 1698.44 ms [2021-05-11 12:23:20 main:574] : INFO : Epoch 1823 | loss: 0.0311666 | val_loss: 0.0311749 | Time: 1702.35 ms [2021-05-11 12:23:22 main:574] : INFO : Epoch 1824 | loss: 0.0311661 | val_loss: 0.0311712 | Time: 1674.9 ms [2021-05-11 12:23:24 main:574] : INFO : Epoch 1825 | loss: 0.0311646 | val_loss: 0.0311693 | Time: 1713.98 ms [2021-05-11 12:23:26 main:574] : INFO : Epoch 1826 | loss: 0.0311644 | val_loss: 0.0311743 | Time: 1683.41 ms [2021-05-11 12:23:27 main:574] : INFO : Epoch 1827 | loss: 0.0311649 | val_loss: 0.0311703 | Time: 1730.55 ms [2021-05-11 12:23:29 main:574] : INFO : Epoch 1828 | loss: 0.0311628 | val_loss: 0.0311722 | Time: 1710.77 ms [2021-05-11 12:23:31 main:574] : INFO : Epoch 1829 | loss: 0.0311623 | val_loss: 0.0311707 | Time: 1732.51 ms [2021-05-11 12:23:33 main:574] : INFO : Epoch 1830 | loss: 0.0311672 | val_loss: 0.0311784 | Time: 1652.52 ms [2021-05-11 12:23:34 main:574] : INFO : Epoch 1831 | loss: 0.0311672 | val_loss: 0.0311705 | Time: 1718.53 ms [2021-05-11 12:23:36 main:574] : INFO : Epoch 1832 | loss: 0.0311635 | val_loss: 0.0311693 | Time: 1727.3 ms [2021-05-11 12:23:38 main:574] : INFO : Epoch 1833 | loss: 0.0311622 | val_loss: 0.0311699 | Time: 1716.29 ms [2021-05-11 12:23:40 main:574] : INFO : Epoch 1834 | loss: 0.0311637 | val_loss: 0.031177 | Time: 1708.31 ms [2021-05-11 12:23:41 main:574] : INFO : Epoch 1835 | loss: 0.0311638 | val_loss: 0.0311718 | Time: 1693.53 ms [2021-05-11 12:23:43 main:574] : INFO : Epoch 1836 | loss: 0.0311622 | val_loss: 0.031173 | Time: 1672.82 ms [2021-05-11 12:23:45 main:574] : INFO : Epoch 1837 | loss: 0.0311664 | val_loss: 0.0311701 | Time: 1701.41 ms [2021-05-11 12:23:47 main:574] : INFO : Epoch 1838 | loss: 0.0311636 | val_loss: 0.0311708 | Time: 1687.77 ms [2021-05-11 12:23:48 main:574] : INFO : Epoch 1839 | loss: 0.0311657 | val_loss: 0.0311714 | Time: 1692.55 ms [2021-05-11 12:23:50 main:574] : INFO : Epoch 1840 | loss: 0.0311663 | val_loss: 0.0311731 | Time: 1720.94 ms [2021-05-11 12:23:52 main:574] : INFO : Epoch 1841 | loss: 0.0311634 | val_loss: 0.0311707 | Time: 1704.8 ms [2021-05-11 12:23:54 main:574] : INFO : Epoch 1842 | loss: 0.0311618 | val_loss: 0.0311722 | Time: 1673.56 ms [2021-05-11 12:23:55 main:574] : INFO : Epoch 1843 | loss: 0.0311644 | val_loss: 0.0311722 | Time: 1715.98 ms [2021-05-11 12:23:57 main:574] : INFO : Epoch 1844 | loss: 0.0311657 | val_loss: 0.0311719 | Time: 1748.27 ms [2021-05-11 12:23:59 main:574] : INFO : Epoch 1845 | loss: 0.0311629 | val_loss: 0.0311735 | Time: 1741.82 ms [2021-05-11 12:24:01 main:574] : INFO : Epoch 1846 | loss: 0.0311627 | val_loss: 0.0311695 | Time: 1717.55 ms [2021-05-11 12:24:02 main:574] : INFO : Epoch 1847 | loss: 0.031163 | val_loss: 0.0311696 | Time: 1668.5 ms [2021-05-11 12:24:04 main:574] : INFO : Epoch 1848 | loss: 0.0311646 | val_loss: 0.0311761 | Time: 1722.46 ms [2021-05-11 12:24:06 main:574] : INFO : Epoch 1849 | loss: 0.0311636 | val_loss: 0.0311697 | Time: 1709.98 ms [2021-05-11 12:24:08 main:574] : INFO : Epoch 1850 | loss: 0.031163 | val_loss: 0.0311703 | Time: 1705.7 ms [2021-05-11 12:24:09 main:574] : INFO : Epoch 1851 | loss: 0.0311616 | val_loss: 0.0311684 | Time: 1734.19 ms [2021-05-11 12:24:11 main:574] : INFO : Epoch 1852 | loss: 0.0311608 | val_loss: 0.0311693 | Time: 1714.31 ms [2021-05-11 12:24:13 main:574] : INFO : Epoch 1853 | loss: 0.0311625 | val_loss: 0.0311719 | Time: 1667.12 ms [2021-05-11 12:24:15 main:574] : INFO : Epoch 1854 | loss: 0.031163 | val_loss: 0.0311721 | Time: 1702.31 ms [2021-05-11 12:24:16 main:574] : INFO : Epoch 1855 | loss: 0.0311651 | val_loss: 0.0311816 | Time: 1690.26 ms [2021-05-11 12:24:18 main:574] : INFO : Epoch 1856 | loss: 0.0311708 | val_loss: 0.0311785 | Time: 1702.8 ms [2021-05-11 12:24:20 main:574] : INFO : Epoch 1857 | loss: 0.0311721 | val_loss: 0.0311791 | Time: 1687.37 ms [2021-05-11 12:24:22 main:574] : INFO : Epoch 1858 | loss: 0.0311713 | val_loss: 0.0311717 | Time: 1709.47 ms [2021-05-11 12:24:23 main:574] : INFO : Epoch 1859 | loss: 0.0311708 | val_loss: 0.0311742 | Time: 1656.65 ms [2021-05-11 12:24:25 main:574] : INFO : Epoch 1860 | loss: 0.0311662 | val_loss: 0.0311699 | Time: 1710.49 ms [2021-05-11 12:24:27 main:574] : INFO : Epoch 1861 | loss: 0.0311646 | val_loss: 0.0311703 | Time: 1725.98 ms [2021-05-11 12:24:29 main:574] : INFO : Epoch 1862 | loss: 0.0311653 | val_loss: 0.0311707 | Time: 1724.28 ms [2021-05-11 12:24:30 main:574] : INFO : Epoch 1863 | loss: 0.031165 | val_loss: 0.0311745 | Time: 1708.01 ms [2021-05-11 12:24:32 main:574] : INFO : Epoch 1864 | loss: 0.0311686 | val_loss: 0.0311711 | Time: 1675.73 ms [2021-05-11 12:24:34 main:574] : INFO : Epoch 1865 | loss: 0.0311655 | val_loss: 0.0311716 | Time: 1707.12 ms [2021-05-11 12:24:36 main:574] : INFO : Epoch 1866 | loss: 0.0311645 | val_loss: 0.0311722 | Time: 1725.59 ms [2021-05-11 12:24:37 main:574] : INFO : Epoch 1867 | loss: 0.0311622 | val_loss: 0.031173 | Time: 1693.75 ms [2021-05-11 12:24:39 main:574] : INFO : Epoch 1868 | loss: 0.0311656 | val_loss: 0.0311734 | Time: 1709.17 ms [2021-05-11 12:24:41 main:574] : INFO : Epoch 1869 | loss: 0.0311612 | val_loss: 0.0311704 | Time: 1683.84 ms [2021-05-11 12:24:43 main:574] : INFO : Epoch 1870 | loss: 0.0311623 | val_loss: 0.0311698 | Time: 1657.08 ms [2021-05-11 12:24:44 main:574] : INFO : Epoch 1871 | loss: 0.0311658 | val_loss: 0.0311711 | Time: 1699.57 ms [2021-05-11 12:24:46 main:574] : INFO : Epoch 1872 | loss: 0.0311693 | val_loss: 0.0311703 | Time: 1720.63 ms [2021-05-11 12:24:48 main:574] : INFO : Epoch 1873 | loss: 0.0311673 | val_loss: 0.0311701 | Time: 1722.28 ms [2021-05-11 12:24:50 main:574] : INFO : Epoch 1874 | loss: 0.0311667 | val_loss: 0.0311697 | Time: 1695.31 ms [2021-05-11 12:24:51 main:574] : INFO : Epoch 1875 | loss: 0.0311667 | val_loss: 0.0311715 | Time: 1718.9 ms [2021-05-11 12:24:53 main:574] : INFO : Epoch 1876 | loss: 0.031169 | val_loss: 0.0311761 | Time: 1657.21 ms [2021-05-11 12:24:55 main:574] : INFO : Epoch 1877 | loss: 0.0311678 | val_loss: 0.0311714 | Time: 1707.68 ms [2021-05-11 12:24:57 main:574] : INFO : Epoch 1878 | loss: 0.0311683 | val_loss: 0.0311777 | Time: 1722.82 ms [2021-05-11 12:24:58 main:574] : INFO : Epoch 1879 | loss: 0.0311704 | val_loss: 0.0311795 | Time: 1730.13 ms [2021-05-11 12:25:00 main:574] : INFO : Epoch 1880 | loss: 0.0311796 | val_loss: 0.0311802 | Time: 1691.46 ms [2021-05-11 12:25:02 main:574] : INFO : Epoch 1881 | loss: 0.0311794 | val_loss: 0.0311818 | Time: 1691.37 ms [2021-05-11 12:25:04 main:574] : INFO : Epoch 1882 | loss: 0.0311777 | val_loss: 0.0311878 | Time: 1675.52 ms [2021-05-11 12:25:05 main:574] : INFO : Epoch 1883 | loss: 0.0311781 | val_loss: 0.0311763 | Time: 1690.63 ms [2021-05-11 12:25:07 main:574] : INFO : Epoch 1884 | loss: 0.0311738 | val_loss: 0.0311737 | Time: 1707.04 ms [2021-05-11 12:25:09 main:574] : INFO : Epoch 1885 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 1686.89 ms [2021-05-11 12:25:11 main:574] : INFO : Epoch 1886 | loss: 0.0311724 | val_loss: 0.0311739 | Time: 1675.26 ms [2021-05-11 12:25:12 main:574] : INFO : Epoch 1887 | loss: 0.0311726 | val_loss: 0.031173 | Time: 1674.93 ms [2021-05-11 12:25:14 main:574] : INFO : Epoch 1888 | loss: 0.0311703 | val_loss: 0.031173 | Time: 1707.07 ms [2021-05-11 12:25:16 main:574] : INFO : Epoch 1889 | loss: 0.031169 | val_loss: 0.0311723 | Time: 1697.25 ms [2021-05-11 12:25:18 main:574] : INFO : Epoch 1890 | loss: 0.0311687 | val_loss: 0.0311761 | Time: 1721.37 ms [2021-05-11 12:25:19 main:574] : INFO : Epoch 1891 | loss: 0.0311695 | val_loss: 0.0311721 | Time: 1709.33 ms [2021-05-11 12:25:21 main:574] : INFO : Epoch 1892 | loss: 0.031169 | val_loss: 0.0311768 | Time: 1705.28 ms [2021-05-11 12:25:23 main:574] : INFO : Epoch 1893 | loss: 0.0311714 | val_loss: 0.0311725 | Time: 1678.41 ms [2021-05-11 12:25:25 main:574] : INFO : Epoch 1894 | loss: 0.0311715 | val_loss: 0.0311718 | Time: 1694.1 ms [2021-05-11 12:25:26 main:574] : INFO : Epoch 1895 | loss: 0.0311721 | val_loss: 0.0311838 | Time: 1708.61 ms [2021-05-11 12:25:28 main:574] : INFO : Epoch 1896 | loss: 0.0311732 | val_loss: 0.0311748 | Time: 1692.51 ms [2021-05-11 12:25:30 main:574] : INFO : Epoch 1897 | loss: 0.0311688 | val_loss: 0.0311699 | Time: 1697.14 ms [2021-05-11 12:25:32 main:574] : INFO : Epoch 1898 | loss: 0.0311683 | val_loss: 0.031171 | Time: 1709.57 ms [2021-05-11 12:25:33 main:574] : INFO : Epoch 1899 | loss: 0.0311674 | val_loss: 0.0311737 | Time: 1672.7 ms [2021-05-11 12:25:35 main:574] : INFO : Epoch 1900 | loss: 0.0311698 | val_loss: 0.0311706 | Time: 1723.76 ms [2021-05-11 12:25:37 main:574] : INFO : Epoch 1901 | loss: 0.0311665 | val_loss: 0.0311704 | Time: 1713.22 ms [2021-05-11 12:25:39 main:574] : INFO : Epoch 1902 | loss: 0.0311668 | val_loss: 0.031172 | Time: 1696.96 ms [2021-05-11 12:25:40 main:574] : INFO : Epoch 1903 | loss: 0.0311717 | val_loss: 0.03117 | Time: 1698.24 ms [2021-05-11 12:25:42 main:574] : INFO : Epoch 1904 | loss: 0.0311676 | val_loss: 0.0311691 | Time: 1687.4 ms [2021-05-11 12:25:44 main:574] : INFO : Epoch 1905 | loss: 0.0311676 | val_loss: 0.0311694 | Time: 1686.54 ms [2021-05-11 12:25:46 main:574] : INFO : Epoch 1906 | loss: 0.0311713 | val_loss: 0.0311719 | Time: 1681.61 ms [2021-05-11 12:25:47 main:574] : INFO : Epoch 1907 | loss: 0.031167 | val_loss: 0.0311745 | Time: 1722.53 ms [2021-05-11 12:25:49 main:574] : INFO : Epoch 1908 | loss: 0.0311668 | val_loss: 0.0311692 | Time: 1709.26 ms [2021-05-11 12:25:51 main:574] : INFO : Epoch 1909 | loss: 0.0311644 | val_loss: 0.0311695 | Time: 1707.58 ms [2021-05-11 12:25:53 main:574] : INFO : Epoch 1910 | loss: 0.0311664 | val_loss: 0.0311759 | Time: 1653.23 ms [2021-05-11 12:25:54 main:574] : INFO : Epoch 1911 | loss: 0.0311696 | val_loss: 0.0311683 | Time: 1681.97 ms [2021-05-11 12:25:56 main:574] : INFO : Epoch 1912 | loss: 0.0311654 | val_loss: 0.0311717 | Time: 1695.3 ms [2021-05-11 12:25:58 main:574] : INFO : Epoch 1913 | loss: 0.0311692 | val_loss: 0.0311816 | Time: 1711.32 ms [2021-05-11 12:26:00 main:574] : INFO : Epoch 1914 | loss: 0.0311654 | val_loss: 0.0311678 | Time: 1708.35 ms [2021-05-11 12:26:01 main:574] : INFO : Epoch 1915 | loss: 0.0311637 | val_loss: 0.0311681 | Time: 1711.85 ms [2021-05-11 12:26:03 main:574] : INFO : Epoch 1916 | loss: 0.0311648 | val_loss: 0.0311671 | Time: 1664.35 ms [2021-05-11 12:26:05 main:574] : INFO : Epoch 1917 | loss: 0.0311649 | val_loss: 0.0311713 | Time: 1730.29 ms [2021-05-11 12:26:07 main:574] : INFO : Epoch 1918 | loss: 0.0311657 | val_loss: 0.0311686 | Time: 1716.05 ms [2021-05-11 12:26:08 main:574] : INFO : Epoch 1919 | loss: 0.0311672 | val_loss: 0.0311738 | Time: 1686.14 ms [2021-05-11 12:26:10 main:574] : INFO : Epoch 1920 | loss: 0.0311663 | val_loss: 0.0311704 | Time: 1693.63 ms [2021-05-11 12:26:12 main:574] : INFO : Epoch 1921 | loss: 0.0311657 | val_loss: 0.0311703 | Time: 1690.71 ms [2021-05-11 12:26:14 main:574] : INFO : Epoch 1922 | loss: 0.0311634 | val_loss: 0.0311685 | Time: 1669.12 ms [2021-05-11 12:26:15 main:574] : INFO : Epoch 1923 | loss: 0.0311622 | val_loss: 0.0311681 | Time: 1721.15 ms [2021-05-11 12:26:17 main:574] : INFO : Epoch 1924 | loss: 0.0311655 | val_loss: 0.0311794 | Time: 1703.74 ms [2021-05-11 12:26:19 main:574] : INFO : Epoch 1925 | loss: 0.0311682 | val_loss: 0.0311689 | Time: 1728.36 ms [2021-05-11 12:26:21 main:574] : INFO : Epoch 1926 | loss: 0.0311643 | val_loss: 0.0311697 | Time: 1691.31 ms [2021-05-11 12:26:22 main:574] : INFO : Epoch 1927 | loss: 0.0311663 | val_loss: 0.031168 | Time: 1704.26 ms [2021-05-11 12:26:24 main:574] : INFO : Epoch 1928 | loss: 0.0311648 | val_loss: 0.0311672 | Time: 1713.51 ms [2021-05-11 12:26:26 main:574] : INFO : Epoch 1929 | loss: 0.0311639 | val_loss: 0.0311682 | Time: 1710.07 ms [2021-05-11 12:26:28 main:574] : INFO : Epoch 1930 | loss: 0.0311654 | val_loss: 0.0311686 | Time: 1713.14 ms [2021-05-11 12:26:29 main:574] : INFO : Epoch 1931 | loss: 0.0311629 | val_loss: 0.0311668 | Time: 1735.13 ms [2021-05-11 12:26:31 main:574] : INFO : Epoch 1932 | loss: 0.0311624 | val_loss: 0.031168 | Time: 1701.65 ms [2021-05-11 12:26:33 main:574] : INFO : Epoch 1933 | loss: 0.031162 | val_loss: 0.0311673 | Time: 1661.11 ms [2021-05-11 12:26:35 main:574] : INFO : Epoch 1934 | loss: 0.0311635 | val_loss: 0.0311676 | Time: 1701.42 ms [2021-05-11 12:26:36 main:574] : INFO : Epoch 1935 | loss: 0.0311643 | val_loss: 0.0311677 | Time: 1700.63 ms [2021-05-11 12:26:38 main:574] : INFO : Epoch 1936 | loss: 0.031165 | val_loss: 0.0311673 | Time: 1709.96 ms [2021-05-11 12:26:40 main:574] : INFO : Epoch 1937 | loss: 0.0311652 | val_loss: 0.0311681 | Time: 1707.84 ms [2021-05-11 12:26:42 main:574] : INFO : Epoch 1938 | loss: 0.0311648 | val_loss: 0.0311685 | Time: 1703.16 ms [2021-05-11 12:26:43 main:574] : INFO : Epoch 1939 | loss: 0.0311628 | val_loss: 0.0311685 | Time: 1661.55 ms [2021-05-11 12:26:45 main:574] : INFO : Epoch 1940 | loss: 0.0311624 | val_loss: 0.0311682 | Time: 1731.02 ms [2021-05-11 12:26:47 main:574] : INFO : Epoch 1941 | loss: 0.0311625 | val_loss: 0.0311677 | Time: 1708.97 ms [2021-05-11 12:26:49 main:574] : INFO : Epoch 1942 | loss: 0.0311637 | val_loss: 0.0311702 | Time: 1712.53 ms [2021-05-11 12:26:50 main:574] : INFO : Epoch 1943 | loss: 0.0311666 | val_loss: 0.031176 | Time: 1696.37 ms [2021-05-11 12:26:52 main:574] : INFO : Epoch 1944 | loss: 0.0311691 | val_loss: 0.0311684 | Time: 1690.84 ms [2021-05-11 12:26:54 main:574] : INFO : Epoch 1945 | loss: 0.0311641 | val_loss: 0.0311675 | Time: 1681.4 ms [2021-05-11 12:26:56 main:574] : INFO : Epoch 1946 | loss: 0.0311634 | val_loss: 0.0311666 | Time: 1702.87 ms [2021-05-11 12:26:57 main:574] : INFO : Epoch 1947 | loss: 0.0311646 | val_loss: 0.0311688 | Time: 1710.89 ms [2021-05-11 12:26:59 main:574] : INFO : Epoch 1948 | loss: 0.0311683 | val_loss: 0.0311712 | Time: 1727.38 ms [2021-05-11 12:27:01 main:574] : INFO : Epoch 1949 | loss: 0.0311701 | val_loss: 0.0311744 | Time: 1698.35 ms [2021-05-11 12:27:03 main:574] : INFO : Epoch 1950 | loss: 0.031167 | val_loss: 0.0311693 | Time: 1652.8 ms [2021-05-11 12:27:04 main:574] : INFO : Epoch 1951 | loss: 0.0311649 | val_loss: 0.0311669 | Time: 1680.58 ms [2021-05-11 12:27:06 main:574] : INFO : Epoch 1952 | loss: 0.031164 | val_loss: 0.0311672 | Time: 1689.74 ms [2021-05-11 12:27:08 main:574] : INFO : Epoch 1953 | loss: 0.0311626 | val_loss: 0.031166 | Time: 1712.25 ms [2021-05-11 12:27:10 main:574] : INFO : Epoch 1954 | loss: 0.0311633 | val_loss: 0.0311666 | Time: 1677.08 ms [2021-05-11 12:27:11 main:574] : INFO : Epoch 1955 | loss: 0.0311619 | val_loss: 0.0311754 | Time: 1717.8 ms [2021-05-11 12:27:13 main:574] : INFO : Epoch 1956 | loss: 0.0311653 | val_loss: 0.0311689 | Time: 1681.78 ms [2021-05-11 12:27:15 main:574] : INFO : Epoch 1957 | loss: 0.0311621 | val_loss: 0.0311675 | Time: 1713.24 ms [2021-05-11 12:27:17 main:574] : INFO : Epoch 1958 | loss: 0.0311608 | val_loss: 0.0311661 | Time: 1711.48 ms [2021-05-11 12:27:18 main:574] : INFO : Epoch 1959 | loss: 0.0311625 | val_loss: 0.0311786 | Time: 1711.26 ms [2021-05-11 12:27:20 main:574] : INFO : Epoch 1960 | loss: 0.0311648 | val_loss: 0.0311658 | Time: 1703.39 ms [2021-05-11 12:27:22 main:574] : INFO : Epoch 1961 | loss: 0.0311627 | val_loss: 0.031171 | Time: 1701.4 ms [2021-05-11 12:27:24 main:574] : INFO : Epoch 1962 | loss: 0.031163 | val_loss: 0.0311676 | Time: 1681.6 ms [2021-05-11 12:27:25 main:574] : INFO : Epoch 1963 | loss: 0.0311648 | val_loss: 0.0311669 | Time: 1693.67 ms [2021-05-11 12:27:27 main:574] : INFO : Epoch 1964 | loss: 0.0311629 | val_loss: 0.031168 | Time: 1705.89 ms [2021-05-11 12:27:29 main:574] : INFO : Epoch 1965 | loss: 0.0311633 | val_loss: 0.0311704 | Time: 1729.34 ms [2021-05-11 12:27:31 main:574] : INFO : Epoch 1966 | loss: 0.0311657 | val_loss: 0.0311672 | Time: 1714.5 ms [2021-05-11 12:27:32 main:574] : INFO : Epoch 1967 | loss: 0.0311673 | val_loss: 0.0311707 | Time: 1665.07 ms [2021-05-11 12:27:34 main:574] : INFO : Epoch 1968 | loss: 0.0311666 | val_loss: 0.0311679 | Time: 1686.73 ms [2021-05-11 12:27:36 main:574] : INFO : Epoch 1969 | loss: 0.0311665 | val_loss: 0.0311726 | Time: 1743.61 ms [2021-05-11 12:27:38 main:574] : INFO : Epoch 1970 | loss: 0.0311663 | val_loss: 0.0311682 | Time: 1710.21 ms [2021-05-11 12:27:39 main:574] : INFO : Epoch 1971 | loss: 0.0311641 | val_loss: 0.0311684 | Time: 1712.98 ms [2021-05-11 12:27:41 main:574] : INFO : Epoch 1972 | loss: 0.0311636 | val_loss: 0.0311737 | Time: 1696.9 ms [2021-05-11 12:27:43 main:574] : INFO : Epoch 1973 | loss: 0.0311658 | val_loss: 0.0311673 | Time: 1676.83 ms [2021-05-11 12:27:45 main:574] : INFO : Epoch 1974 | loss: 0.0311628 | val_loss: 0.0311676 | Time: 1685.67 ms [2021-05-11 12:27:46 main:574] : INFO : Epoch 1975 | loss: 0.0311628 | val_loss: 0.0311669 | Time: 1709.23 ms [2021-05-11 12:27:48 main:574] : INFO : Epoch 1976 | loss: 0.0311636 | val_loss: 0.0311682 | Time: 1721.09 ms [2021-05-11 12:27:50 main:574] : INFO : Epoch 1977 | loss: 0.0311653 | val_loss: 0.0311769 | Time: 1708.68 ms [2021-05-11 12:27:52 main:574] : INFO : Epoch 1978 | loss: 0.0311694 | val_loss: 0.0311719 | Time: 1732.73 ms [2021-05-11 12:27:53 main:574] : INFO : Epoch 1979 | loss: 0.0311654 | val_loss: 0.0311693 | Time: 1668.94 ms [2021-05-11 12:27:55 main:574] : INFO : Epoch 1980 | loss: 0.0311661 | val_loss: 0.0311686 | Time: 1711.25 ms [2021-05-11 12:27:57 main:574] : INFO : Epoch 1981 | loss: 0.0311614 | val_loss: 0.0311674 | Time: 1723.7 ms [2021-05-11 12:27:59 main:574] : INFO : Epoch 1982 | loss: 0.0311612 | val_loss: 0.0311675 | Time: 1725.42 ms [2021-05-11 12:28:00 main:574] : INFO : Epoch 1983 | loss: 0.0311613 | val_loss: 0.0311678 | Time: 1723.19 ms [2021-05-11 12:28:02 main:574] : INFO : Epoch 1984 | loss: 0.0311619 | val_loss: 0.0311674 | Time: 1700.89 ms [2021-05-11 12:28:04 main:574] : INFO : Epoch 1985 | loss: 0.0311625 | val_loss: 0.0311669 | Time: 1679.04 ms [2021-05-11 12:28:06 main:574] : INFO : Epoch 1986 | loss: 0.031162 | val_loss: 0.0311667 | Time: 1686.42 ms [2021-05-11 12:28:07 main:574] : INFO : Epoch 1987 | loss: 0.0311632 | val_loss: 0.031173 | Time: 1683.45 ms [2021-05-11 12:28:09 main:574] : INFO : Epoch 1988 | loss: 0.0311667 | val_loss: 0.0311655 | Time: 1691.71 ms [2021-05-11 12:28:11 main:574] : INFO : Epoch 1989 | loss: 0.0311618 | val_loss: 0.0311657 | Time: 1711.9 ms [2021-05-11 12:28:13 main:574] : INFO : Epoch 1990 | loss: 0.0311604 | val_loss: 0.0311655 | Time: 1673.97 ms [2021-05-11 12:28:14 main:574] : INFO : Epoch 1991 | loss: 0.0311601 | val_loss: 0.0311661 | Time: 1707.61 ms [2021-05-11 12:28:16 main:574] : INFO : Epoch 1992 | loss: 0.0311606 | val_loss: 0.0311663 | Time: 1707.58 ms [2021-05-11 12:28:18 main:574] : INFO : Epoch 1993 | loss: 0.0311596 | val_loss: 0.031168 | Time: 1725.56 ms [2021-05-11 12:28:20 main:574] : INFO : Epoch 1994 | loss: 0.0311613 | val_loss: 0.0311718 | Time: 1723.34 ms [2021-05-11 12:28:21 main:574] : INFO : Epoch 1995 | loss: 0.0311607 | val_loss: 0.0311663 | Time: 1734.87 ms [2021-05-11 12:28:23 main:574] : INFO : Epoch 1996 | loss: 0.0311604 | val_loss: 0.0311661 | Time: 1663.3 ms [2021-05-11 12:28:25 main:574] : INFO : Epoch 1997 | loss: 0.0311599 | val_loss: 0.0311675 | Time: 1713.44 ms [2021-05-11 12:28:27 main:574] : INFO : Epoch 1998 | loss: 0.0311601 | val_loss: 0.0311714 | Time: 1745.11 ms [2021-05-11 12:28:28 main:574] : INFO : Epoch 1999 | loss: 0.0311604 | val_loss: 0.0311701 | Time: 1694.74 ms [2021-05-11 12:28:30 main:574] : INFO : Epoch 2000 | loss: 0.0311614 | val_loss: 0.031168 | Time: 1725.56 ms [2021-05-11 12:28:32 main:574] : INFO : Epoch 2001 | loss: 0.0311592 | val_loss: 0.0311683 | Time: 1683.23 ms [2021-05-11 12:28:34 main:574] : INFO : Epoch 2002 | loss: 0.0311617 | val_loss: 0.0311721 | Time: 1683.7 ms [2021-05-11 12:28:35 main:574] : INFO : Epoch 2003 | loss: 0.0311677 | val_loss: 0.031172 | Time: 1708.6 ms [2021-05-11 12:28:37 main:574] : INFO : Epoch 2004 | loss: 0.0311654 | val_loss: 0.0311714 | Time: 1724.73 ms [2021-05-11 12:28:39 main:574] : INFO : Epoch 2005 | loss: 0.0311622 | val_loss: 0.0311707 | Time: 1718.69 ms [2021-05-11 12:28:41 main:574] : INFO : Epoch 2006 | loss: 0.0311614 | val_loss: 0.0311681 | Time: 1700.75 ms [2021-05-11 12:28:42 main:574] : INFO : Epoch 2007 | loss: 0.0311625 | val_loss: 0.0311705 | Time: 1682.06 ms [2021-05-11 12:28:44 main:574] : INFO : Epoch 2008 | loss: 0.0311618 | val_loss: 0.0311697 | Time: 1713.8 ms [2021-05-11 12:28:46 main:574] : INFO : Epoch 2009 | loss: 0.0311619 | val_loss: 0.0311698 | Time: 1711.46 ms [2021-05-11 12:28:48 main:574] : INFO : Epoch 2010 | loss: 0.0311657 | val_loss: 0.0311711 | Time: 1701.92 ms [2021-05-11 12:28:49 main:574] : INFO : Epoch 2011 | loss: 0.0311617 | val_loss: 0.0311684 | Time: 1693.61 ms [2021-05-11 12:28:51 main:574] : INFO : Epoch 2012 | loss: 0.03116 | val_loss: 0.0311714 | Time: 1704.76 ms [2021-05-11 12:28:53 main:574] : INFO : Epoch 2013 | loss: 0.0311609 | val_loss: 0.0311683 | Time: 1669.64 ms [2021-05-11 12:28:55 main:574] : INFO : Epoch 2014 | loss: 0.0311613 | val_loss: 0.0311693 | Time: 1696.08 ms [2021-05-11 12:28:56 main:574] : INFO : Epoch 2015 | loss: 0.0311605 | val_loss: 0.0311698 | Time: 1701.23 ms [2021-05-11 12:28:58 main:574] : INFO : Epoch 2016 | loss: 0.0311612 | val_loss: 0.0311692 | Time: 1722.91 ms [2021-05-11 12:29:00 main:574] : INFO : Epoch 2017 | loss: 0.0311601 | val_loss: 0.0311676 | Time: 1720.03 ms [2021-05-11 12:29:02 main:574] : INFO : Epoch 2018 | loss: 0.0311584 | val_loss: 0.0311671 | Time: 1690.71 ms [2021-05-11 12:29:03 main:574] : INFO : Epoch 2019 | loss: 0.03116 | val_loss: 0.0311678 | Time: 1666.55 ms [2021-05-11 12:29:05 main:574] : INFO : Epoch 2020 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 1708.43 ms [2021-05-11 12:29:07 main:574] : INFO : Epoch 2021 | loss: 0.0311628 | val_loss: 0.0311686 | Time: 1682.11 ms [2021-05-11 12:29:09 main:574] : INFO : Epoch 2022 | loss: 0.0311664 | val_loss: 0.0311699 | Time: 1694.62 ms [2021-05-11 12:29:10 main:574] : INFO : Epoch 2023 | loss: 0.0311605 | val_loss: 0.0311664 | Time: 1706.78 ms [2021-05-11 12:29:12 main:574] : INFO : Epoch 2024 | loss: 0.0311585 | val_loss: 0.031166 | Time: 1670.8 ms [2021-05-11 12:29:14 main:574] : INFO : Epoch 2025 | loss: 0.0311594 | val_loss: 0.0311675 | Time: 1705.24 ms [2021-05-11 12:29:16 main:574] : INFO : Epoch 2026 | loss: 0.0311602 | val_loss: 0.0311676 | Time: 1682.31 ms [2021-05-11 12:29:17 main:574] : INFO : Epoch 2027 | loss: 0.0311587 | val_loss: 0.0311685 | Time: 1711.3 ms [2021-05-11 12:29:19 main:574] : INFO : Epoch 2028 | loss: 0.0311608 | val_loss: 0.0311677 | Time: 1704.69 ms [2021-05-11 12:29:21 main:574] : INFO : Epoch 2029 | loss: 0.0311574 | val_loss: 0.0311691 | Time: 1724.61 ms [2021-05-11 12:29:23 main:574] : INFO : Epoch 2030 | loss: 0.0311585 | val_loss: 0.0311692 | Time: 1691.29 ms [2021-05-11 12:29:24 main:574] : INFO : Epoch 2031 | loss: 0.0311614 | val_loss: 0.0311662 | Time: 1710.82 ms [2021-05-11 12:29:26 main:574] : INFO : Epoch 2032 | loss: 0.0311606 | val_loss: 0.0311657 | Time: 1728.24 ms [2021-05-11 12:29:28 main:574] : INFO : Epoch 2033 | loss: 0.0311582 | val_loss: 0.0311678 | Time: 1733.57 ms [2021-05-11 12:29:30 main:574] : INFO : Epoch 2034 | loss: 0.0311588 | val_loss: 0.0311659 | Time: 1710.1 ms [2021-05-11 12:29:31 main:574] : INFO : Epoch 2035 | loss: 0.0311593 | val_loss: 0.031171 | Time: 1709.95 ms [2021-05-11 12:29:33 main:574] : INFO : Epoch 2036 | loss: 0.0311601 | val_loss: 0.0311658 | Time: 1672.52 ms [2021-05-11 12:29:35 main:574] : INFO : Epoch 2037 | loss: 0.0311584 | val_loss: 0.0311675 | Time: 1714.32 ms [2021-05-11 12:29:37 main:574] : INFO : Epoch 2038 | loss: 0.0311579 | val_loss: 0.031167 | Time: 1732.26 ms [2021-05-11 12:29:38 main:574] : INFO : Epoch 2039 | loss: 0.0311615 | val_loss: 0.0311701 | Time: 1737.49 ms [2021-05-11 12:29:40 main:574] : INFO : Epoch 2040 | loss: 0.0311628 | val_loss: 0.0311675 | Time: 1726.34 ms [2021-05-11 12:29:42 main:574] : INFO : Epoch 2041 | loss: 0.0311614 | val_loss: 0.0311677 | Time: 1695.02 ms [2021-05-11 12:29:44 main:574] : INFO : Epoch 2042 | loss: 0.0311614 | val_loss: 0.0311683 | Time: 1661.4 ms [2021-05-11 12:29:45 main:574] : INFO : Epoch 2043 | loss: 0.0311619 | val_loss: 0.0311664 | Time: 1709.74 ms [2021-05-11 12:29:47 main:574] : INFO : Epoch 2044 | loss: 0.0311612 | val_loss: 0.031169 | Time: 1722.39 ms [2021-05-11 12:29:49 main:574] : INFO : Epoch 2045 | loss: 0.0311604 | val_loss: 0.0311642 | Time: 1735.71 ms [2021-05-11 12:29:51 main:574] : INFO : Epoch 2046 | loss: 0.0311588 | val_loss: 0.0311662 | Time: 1696.94 ms [2021-05-11 12:29:52 main:574] : INFO : Epoch 2047 | loss: 0.0311575 | val_loss: 0.0311646 | Time: 1680.8 ms [2021-05-11 12:29:54 main:574] : INFO : Epoch 2048 | loss: 0.0311605 | val_loss: 0.0311731 | Time: 1702.59 ms [2021-05-11 12:29:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311731 [2021-05-11 12:29:54 main:603] : INFO : Saving end state to config to file [2021-05-11 12:29:54 main:608] : INFO : Success, exiting.. 12:29:54 (12420): 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)