Task 3739151
| Name | ParityModified-1609264299-18562-6_0 |
| Workunit | 1921266 |
| Created | 19 Jan 2021, 23:09:17 UTC |
| Sent | 21 Jan 2021, 15:38:37 UTC |
| Report deadline | 28 Jan 2021, 15:38:37 UTC |
| Received | 21 Jan 2021, 19:19:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 311 |
| Run time | 54 min 44 sec |
| CPU time | 53 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,941.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311789 | val_loss: 0.0311843 | Time: 1605.36 ms [2021-01-21 10:59:17 main:574] : INFO : Epoch 1543 | loss: 0.0311775 | val_loss: 0.0311806 | Time: 1565.06 ms [2021-01-21 10:59:18 main:574] : INFO : Epoch 1544 | loss: 0.0311769 | val_loss: 0.0311811 | Time: 1566.76 ms [2021-01-21 10:59:20 main:574] : INFO : Epoch 1545 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 1617.44 ms [2021-01-21 10:59:22 main:574] : INFO : Epoch 1546 | loss: 0.0311779 | val_loss: 0.0311824 | Time: 1564.78 ms [2021-01-21 10:59:23 main:574] : INFO : Epoch 1547 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 1564.34 ms [2021-01-21 10:59:25 main:574] : INFO : Epoch 1548 | loss: 0.0311773 | val_loss: 0.0311808 | Time: 1627.43 ms [2021-01-21 10:59:26 main:574] : INFO : Epoch 1549 | loss: 0.0311777 | val_loss: 0.0311802 | Time: 1597.55 ms [2021-01-21 10:59:28 main:574] : INFO : Epoch 1550 | loss: 0.0311793 | val_loss: 0.0311846 | Time: 1576.32 ms [2021-01-21 10:59:30 main:574] : INFO : Epoch 1551 | loss: 0.0311781 | val_loss: 0.0311814 | Time: 1554.36 ms [2021-01-21 10:59:31 main:574] : INFO : Epoch 1552 | loss: 0.0311787 | val_loss: 0.031185 | Time: 1586.74 ms [2021-01-21 10:59:33 main:574] : INFO : Epoch 1553 | loss: 0.0311779 | val_loss: 0.0311832 | Time: 1563.17 ms [2021-01-21 10:59:34 main:574] : INFO : Epoch 1554 | loss: 0.0311776 | val_loss: 0.0311824 | Time: 1615.56 ms [2021-01-21 10:59:36 main:574] : INFO : Epoch 1555 | loss: 0.0311806 | val_loss: 0.0311833 | Time: 1613.43 ms [2021-01-21 10:59:38 main:574] : INFO : Epoch 1556 | loss: 0.0311804 | val_loss: 0.0311824 | Time: 1542.11 ms [2021-01-21 10:59:39 main:574] : INFO : Epoch 1557 | loss: 0.0311779 | val_loss: 0.0311816 | Time: 1602.58 ms [2021-01-21 10:59:41 main:574] : INFO : Epoch 1558 | loss: 0.031181 | val_loss: 0.0311808 | Time: 1603.02 ms [2021-01-21 10:59:42 main:574] : INFO : Epoch 1559 | loss: 0.0311792 | val_loss: 0.0311807 | Time: 1589.35 ms [2021-01-21 10:59:44 main:574] : INFO : Epoch 1560 | loss: 0.0311797 | val_loss: 0.0311916 | Time: 1555.66 ms [2021-01-21 10:59:46 main:574] : INFO : Epoch 1561 | loss: 0.0311832 | val_loss: 0.0311829 | Time: 1590.32 ms [2021-01-21 10:59:47 main:574] : INFO : Epoch 1562 | loss: 0.0311827 | val_loss: 0.0311861 | Time: 1549.36 ms [2021-01-21 10:59:49 main:574] : INFO : Epoch 1563 | loss: 0.0311782 | val_loss: 0.031181 | Time: 1589.58 ms [2021-01-21 10:59:50 main:574] : INFO : Epoch 1564 | loss: 0.0311782 | val_loss: 0.0311817 | Time: 1568.22 ms [2021-01-21 10:59:52 main:574] : INFO : Epoch 1565 | loss: 0.0311777 | val_loss: 0.0311826 | Time: 1600.07 ms [2021-01-21 10:59:54 main:574] : INFO : Epoch 1566 | loss: 0.0311773 | val_loss: 0.0311838 | Time: 1641.46 ms [2021-01-21 10:59:55 main:574] : INFO : Epoch 1567 | loss: 0.0311788 | val_loss: 0.031181 | Time: 1564.77 ms [2021-01-21 10:59:57 main:574] : INFO : Epoch 1568 | loss: 0.0311779 | val_loss: 0.0311809 | Time: 1556.84 ms [2021-01-21 10:59:58 main:574] : INFO : Epoch 1569 | loss: 0.0311772 | val_loss: 0.0311825 | Time: 1590.6 ms [2021-01-21 11:00:00 main:574] : INFO : Epoch 1570 | loss: 0.0311772 | val_loss: 0.0311845 | Time: 1571.13 ms [2021-01-21 11:00:02 main:574] : INFO : Epoch 1571 | loss: 0.0311768 | val_loss: 0.0311834 | Time: 1606.36 ms [2021-01-21 11:00:03 main:574] : INFO : Epoch 1572 | loss: 0.0311769 | val_loss: 0.0311821 | Time: 1577.58 ms [2021-01-21 11:00:05 main:574] : INFO : Epoch 1573 | loss: 0.0311768 | val_loss: 0.0311855 | Time: 1585.59 ms [2021-01-21 11:00:06 main:574] : INFO : Epoch 1574 | loss: 0.031178 | val_loss: 0.0311807 | Time: 1601.62 ms [2021-01-21 11:00:08 main:574] : INFO : Epoch 1575 | loss: 0.0311766 | val_loss: 0.0311814 | Time: 1575.19 ms [2021-01-21 11:00:10 main:574] : INFO : Epoch 1576 | loss: 0.0311763 | val_loss: 0.031184 | Time: 1582.33 ms [2021-01-21 11:00:11 main:574] : INFO : Epoch 1577 | loss: 0.0311775 | val_loss: 0.0311853 | Time: 1583.74 ms [2021-01-21 11:00:13 main:574] : INFO : Epoch 1578 | loss: 0.0311768 | val_loss: 0.0311842 | Time: 1620.04 ms [2021-01-21 11:00:14 main:574] : INFO : Epoch 1579 | loss: 0.0311789 | val_loss: 0.0311822 | Time: 1605.35 ms [2021-01-21 11:00:16 main:574] : INFO : Epoch 1580 | loss: 0.0311792 | val_loss: 0.0311846 | Time: 1623.26 ms [2021-01-21 11:00:18 main:574] : INFO : Epoch 1581 | loss: 0.0311819 | val_loss: 0.0311841 | Time: 1549.32 ms [2021-01-21 11:00:19 main:574] : INFO : Epoch 1582 | loss: 0.0311809 | val_loss: 0.0311824 | Time: 1605.93 ms [2021-01-21 11:00:21 main:574] : INFO : Epoch 1583 | loss: 0.0311782 | val_loss: 0.0311832 | Time: 1613.13 ms [2021-01-21 11:00:22 main:574] : INFO : Epoch 1584 | loss: 0.0311769 | val_loss: 0.0311819 | Time: 1566.12 ms [2021-01-21 11:00:24 main:574] : INFO : Epoch 1585 | loss: 0.0311772 | val_loss: 0.0311829 | Time: 1580.34 ms [2021-01-21 11:00:26 main:574] : INFO : Epoch 1586 | loss: 0.0311782 | val_loss: 0.031182 | Time: 1635.46 ms [2021-01-21 11:00:27 main:574] : INFO : Epoch 1587 | loss: 0.0311768 | val_loss: 0.0311872 | Time: 1532.25 ms [2021-01-21 11:00:29 main:574] : INFO : Epoch 1588 | loss: 0.0311803 | val_loss: 0.0311877 | Time: 1575.16 ms [2021-01-21 11:00:30 main:574] : INFO : Epoch 1589 | loss: 0.0311802 | val_loss: 0.0311884 | Time: 1604.49 ms [2021-01-21 11:00:32 main:574] : INFO : Epoch 1590 | loss: 0.0311782 | val_loss: 0.031184 | Time: 1582.71 ms [2021-01-21 11:00:34 main:574] : INFO : Epoch 1591 | loss: 0.0311774 | val_loss: 0.0311835 | Time: 1594.53 ms [2021-01-21 11:00:35 main:574] : INFO : Epoch 1592 | loss: 0.0311763 | val_loss: 0.0311822 | Time: 1604.04 ms [2021-01-21 11:00:37 main:574] : INFO : Epoch 1593 | loss: 0.0311784 | val_loss: 0.031183 | Time: 1558.69 ms [2021-01-21 11:00:38 main:574] : INFO : Epoch 1594 | loss: 0.0311797 | val_loss: 0.031182 | Time: 1572.69 ms [2021-01-21 11:00:40 main:574] : INFO : Epoch 1595 | loss: 0.0311795 | val_loss: 0.0311859 | Time: 1592.08 ms [2021-01-21 11:00:41 main:574] : INFO : Epoch 1596 | loss: 0.0311793 | val_loss: 0.0311831 | Time: 1568.63 ms [2021-01-21 11:00:43 main:574] : INFO : Epoch 1597 | loss: 0.0311782 | val_loss: 0.0311843 | Time: 1642.07 ms [2021-01-21 11:00:45 main:574] : INFO : Epoch 1598 | loss: 0.0311791 | val_loss: 0.0311856 | Time: 1574.58 ms [2021-01-21 11:00:46 main:574] : INFO : Epoch 1599 | loss: 0.0311781 | val_loss: 0.0311828 | Time: 1587.44 ms [2021-01-21 11:00:48 main:574] : INFO : Epoch 1600 | loss: 0.0311784 | val_loss: 0.0311826 | Time: 1574.4 ms [2021-01-21 11:00:49 main:574] : INFO : Epoch 1601 | loss: 0.0311773 | val_loss: 0.031182 | Time: 1581.66 ms [2021-01-21 11:00:51 main:574] : INFO : Epoch 1602 | loss: 0.0311766 | val_loss: 0.0311841 | Time: 1601.37 ms [2021-01-21 11:00:53 main:574] : INFO : Epoch 1603 | loss: 0.0311776 | val_loss: 0.0311819 | Time: 1622.35 ms [2021-01-21 11:00:54 main:574] : INFO : Epoch 1604 | loss: 0.0311773 | val_loss: 0.0311812 | Time: 1580.92 ms [2021-01-21 11:00:56 main:574] : INFO : Epoch 1605 | loss: 0.0311762 | val_loss: 0.0311828 | Time: 1568.55 ms [2021-01-21 11:00:57 main:574] : INFO : Epoch 1606 | loss: 0.0311788 | val_loss: 0.0311849 | Time: 1606.48 ms [2021-01-21 11:00:59 main:574] : INFO : Epoch 1607 | loss: 0.0311776 | val_loss: 0.0311867 | Time: 1581.21 ms [2021-01-21 11:01:01 main:574] : INFO : Epoch 1608 | loss: 0.0311782 | val_loss: 0.0311837 | Time: 1585.13 ms [2021-01-21 11:01:02 main:574] : INFO : Epoch 1609 | loss: 0.0311781 | val_loss: 0.0311813 | Time: 1579.71 ms [2021-01-21 11:01:04 main:574] : INFO : Epoch 1610 | loss: 0.0311758 | val_loss: 0.0311818 | Time: 1558.01 ms [2021-01-21 11:01:05 main:574] : INFO : Epoch 1611 | loss: 0.0311768 | val_loss: 0.0311828 | Time: 1587.13 ms [2021-01-21 11:01:07 main:574] : INFO : Epoch 1612 | loss: 0.0311762 | val_loss: 0.0311806 | Time: 1592.37 ms [2021-01-21 11:01:09 main:574] : INFO : Epoch 1613 | loss: 0.0311761 | val_loss: 0.0311826 | Time: 1576.27 ms [2021-01-21 11:01:10 main:574] : INFO : Epoch 1614 | loss: 0.0311775 | val_loss: 0.0311807 | Time: 1603.03 ms [2021-01-21 11:01:12 main:574] : INFO : Epoch 1615 | loss: 0.0311756 | val_loss: 0.0311814 | Time: 1573.08 ms [2021-01-21 11:01:13 main:574] : INFO : Epoch 1616 | loss: 0.031176 | val_loss: 0.0311812 | Time: 1598.96 ms [2021-01-21 11:01:15 main:574] : INFO : Epoch 1617 | loss: 0.0311756 | val_loss: 0.0311824 | Time: 1556.69 ms [2021-01-21 11:01:17 main:574] : INFO : Epoch 1618 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 1565.57 ms [2021-01-21 11:01:18 main:574] : INFO : Epoch 1619 | loss: 0.0311761 | val_loss: 0.0311841 | Time: 1554.33 ms [2021-01-21 11:01:20 main:574] : INFO : Epoch 1620 | loss: 0.0311768 | val_loss: 0.0311885 | Time: 1585.85 ms [2021-01-21 11:01:21 main:574] : INFO : Epoch 1621 | loss: 0.0311774 | val_loss: 0.0311821 | Time: 1575.56 ms [2021-01-21 11:01:23 main:574] : INFO : Epoch 1622 | loss: 0.0311752 | val_loss: 0.0311817 | Time: 1566.98 ms [2021-01-21 11:01:24 main:574] : INFO : Epoch 1623 | loss: 0.0311752 | val_loss: 0.0311832 | Time: 1539.81 ms [2021-01-21 11:01:26 main:574] : INFO : Epoch 1624 | loss: 0.0311744 | val_loss: 0.0311816 | Time: 1606.83 ms [2021-01-21 11:01:28 main:574] : INFO : Epoch 1625 | loss: 0.0311749 | val_loss: 0.0311832 | Time: 1584.34 ms [2021-01-21 11:01:29 main:574] : INFO : Epoch 1626 | loss: 0.0311765 | val_loss: 0.031182 | Time: 1559.34 ms [2021-01-21 11:01:31 main:574] : INFO : Epoch 1627 | loss: 0.0311793 | val_loss: 0.031192 | Time: 1565.82 ms [2021-01-21 11:01:32 main:574] : INFO : Epoch 1628 | loss: 0.0311779 | val_loss: 0.0311832 | Time: 1557.92 ms [2021-01-21 11:01:34 main:574] : INFO : Epoch 1629 | loss: 0.0311771 | val_loss: 0.0311814 | Time: 1610.88 ms [2021-01-21 11:01:36 main:574] : INFO : Epoch 1630 | loss: 0.0311754 | val_loss: 0.0311835 | Time: 1633.11 ms [2021-01-21 11:01:37 main:574] : INFO : Epoch 1631 | loss: 0.0311753 | val_loss: 0.0311832 | Time: 1591.6 ms [2021-01-21 11:01:39 main:574] : INFO : Epoch 1632 | loss: 0.0311747 | val_loss: 0.0311826 | Time: 1572.8 ms [2021-01-21 11:01:40 main:574] : INFO : Epoch 1633 | loss: 0.031174 | val_loss: 0.0311834 | Time: 1585.52 ms [2021-01-21 11:01:42 main:574] : INFO : Epoch 1634 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 1561.26 ms [2021-01-21 11:01:44 main:574] : INFO : Epoch 1635 | loss: 0.0311746 | val_loss: 0.0311836 | Time: 1581.39 ms [2021-01-21 11:01:45 main:574] : INFO : Epoch 1636 | loss: 0.0311754 | val_loss: 0.0311812 | Time: 1586.76 ms [2021-01-21 11:01:47 main:574] : INFO : Epoch 1637 | loss: 0.0311795 | val_loss: 0.031192 | Time: 1558.86 ms [2021-01-21 11:01:48 main:574] : INFO : Epoch 1638 | loss: 0.0311781 | val_loss: 0.031183 | Time: 1623.02 ms [2021-01-21 11:01:50 main:574] : INFO : Epoch 1639 | loss: 0.0311808 | val_loss: 0.0311893 | Time: 1589.07 ms [2021-01-21 11:01:52 main:574] : INFO : Epoch 1640 | loss: 0.0311766 | val_loss: 0.031187 | Time: 1586.89 ms [2021-01-21 11:01:53 main:574] : INFO : Epoch 1641 | loss: 0.0311764 | val_loss: 0.0311823 | Time: 1622.09 ms [2021-01-21 11:01:55 main:574] : INFO : Epoch 1642 | loss: 0.031176 | val_loss: 0.0311813 | Time: 1588.35 ms [2021-01-21 11:01:56 main:574] : INFO : Epoch 1643 | loss: 0.0311759 | val_loss: 0.0311841 | Time: 1626.33 ms [2021-01-21 11:01:58 main:574] : INFO : Epoch 1644 | loss: 0.0311774 | val_loss: 0.0311817 | Time: 1595.7 ms [2021-01-21 11:02:00 main:574] : INFO : Epoch 1645 | loss: 0.031177 | val_loss: 0.0311835 | Time: 1585.31 ms [2021-01-21 11:02:01 main:574] : INFO : Epoch 1646 | loss: 0.0311809 | val_loss: 0.0311961 | Time: 1613.37 ms [2021-01-21 11:02:03 main:574] : INFO : Epoch 1647 | loss: 0.0311864 | val_loss: 0.0311865 | Time: 1586.63 ms [2021-01-21 11:02:04 main:574] : INFO : Epoch 1648 | loss: 0.0311825 | val_loss: 0.0311832 | Time: 1607.4 ms [2021-01-21 11:02:06 main:574] : INFO : Epoch 1649 | loss: 0.0311828 | val_loss: 0.031185 | Time: 1579.85 ms [2021-01-21 11:02:08 main:574] : INFO : Epoch 1650 | loss: 0.031182 | val_loss: 0.0311845 | Time: 1591.05 ms [2021-01-21 11:02:09 main:574] : INFO : Epoch 1651 | loss: 0.031183 | val_loss: 0.0311843 | Time: 1589.49 ms [2021-01-21 11:02:11 main:574] : INFO : Epoch 1652 | loss: 0.0311797 | val_loss: 0.0311837 | Time: 1604.02 ms [2021-01-21 11:02:12 main:574] : INFO : Epoch 1653 | loss: 0.0311817 | val_loss: 0.0311882 | Time: 1568.54 ms [2021-01-21 11:02:14 main:574] : INFO : Epoch 1654 | loss: 0.0311827 | val_loss: 0.0311854 | Time: 1547.8 ms [2021-01-21 11:02:16 main:574] : INFO : Epoch 1655 | loss: 0.0311804 | val_loss: 0.0311852 | Time: 1581.54 ms [2021-01-21 11:02:17 main:574] : INFO : Epoch 1656 | loss: 0.03118 | val_loss: 0.0311839 | Time: 1583.1 ms [2021-01-21 11:02:19 main:574] : INFO : Epoch 1657 | loss: 0.0311802 | val_loss: 0.0311853 | Time: 1582.22 ms [2021-01-21 11:02:20 main:574] : INFO : Epoch 1658 | loss: 0.0311784 | val_loss: 0.0311836 | Time: 1621.36 ms [2021-01-21 11:02:22 main:574] : INFO : Epoch 1659 | loss: 0.031179 | val_loss: 0.0311843 | Time: 1582.54 ms [2021-01-21 11:02:24 main:574] : INFO : Epoch 1660 | loss: 0.0311789 | val_loss: 0.0311837 | Time: 1600.37 ms [2021-01-21 11:02:25 main:574] : INFO : Epoch 1661 | loss: 0.0311794 | val_loss: 0.0311829 | Time: 1595.06 ms [2021-01-21 11:02:27 main:574] : INFO : Epoch 1662 | loss: 0.0311799 | val_loss: 0.0311831 | Time: 1569.8 ms [2021-01-21 11:02:28 main:574] : INFO : Epoch 1663 | loss: 0.0311797 | val_loss: 0.0311818 | Time: 1580.85 ms [2021-01-21 11:02:30 main:574] : INFO : Epoch 1664 | loss: 0.0311797 | val_loss: 0.0311849 | Time: 1601.54 ms [2021-01-21 11:02:32 main:574] : INFO : Epoch 1665 | loss: 0.0311821 | val_loss: 0.0311937 | Time: 1599.48 ms [2021-01-21 11:02:33 main:574] : INFO : Epoch 1666 | loss: 0.0311803 | val_loss: 0.0311826 | Time: 1571.92 ms [2021-01-21 11:02:35 main:574] : INFO : Epoch 1667 | loss: 0.0311782 | val_loss: 0.0311837 | Time: 1669.55 ms [2021-01-21 11:02:36 main:574] : INFO : Epoch 1668 | loss: 0.0311787 | val_loss: 0.0311812 | Time: 1569.17 ms [2021-01-21 11:02:38 main:574] : INFO : Epoch 1669 | loss: 0.0311776 | val_loss: 0.0311828 | Time: 1607.11 ms [2021-01-21 11:02:40 main:574] : INFO : Epoch 1670 | loss: 0.0311781 | val_loss: 0.0311839 | Time: 1556.41 ms [2021-01-21 11:02:41 main:574] : INFO : Epoch 1671 | loss: 0.0311803 | val_loss: 0.0311824 | Time: 1589.38 ms [2021-01-21 11:02:43 main:574] : INFO : Epoch 1672 | loss: 0.031178 | val_loss: 0.0311839 | Time: 1600.44 ms [2021-01-21 11:02:44 main:574] : INFO : Epoch 1673 | loss: 0.03118 | val_loss: 0.0311831 | Time: 1574.82 ms [2021-01-21 11:02:46 main:574] : INFO : Epoch 1674 | loss: 0.0311777 | val_loss: 0.031183 | Time: 1589.29 ms [2021-01-21 11:02:48 main:574] : INFO : Epoch 1675 | loss: 0.0311777 | val_loss: 0.031184 | Time: 1604.09 ms [2021-01-21 11:02:49 main:574] : INFO : Epoch 1676 | loss: 0.0311788 | val_loss: 0.0311856 | Time: 1571.62 ms [2021-01-21 11:02:51 main:574] : INFO : Epoch 1677 | loss: 0.0311795 | val_loss: 0.0311894 | Time: 1611.71 ms [2021-01-21 11:02:52 main:574] : INFO : Epoch 1678 | loss: 0.0311817 | val_loss: 0.031188 | Time: 1589.98 ms [2021-01-21 11:02:54 main:574] : INFO : Epoch 1679 | loss: 0.0311782 | val_loss: 0.0311823 | Time: 1595.1 ms [2021-01-21 11:02:56 main:574] : INFO : Epoch 1680 | loss: 0.0311769 | val_loss: 0.0311829 | Time: 1573.7 ms [2021-01-21 11:02:57 main:574] : INFO : Epoch 1681 | loss: 0.0311784 | val_loss: 0.0311823 | Time: 1601.26 ms [2021-01-21 11:02:59 main:574] : INFO : Epoch 1682 | loss: 0.0311807 | val_loss: 0.0311851 | Time: 1594.54 ms [2021-01-21 11:03:00 main:574] : INFO : Epoch 1683 | loss: 0.0311836 | val_loss: 0.0311852 | Time: 1608.19 ms [2021-01-21 11:03:02 main:574] : INFO : Epoch 1684 | loss: 0.0311815 | val_loss: 0.0311832 | Time: 1626.14 ms [2021-01-21 11:03:04 main:574] : INFO : Epoch 1685 | loss: 0.0311796 | val_loss: 0.0311867 | Time: 1613.9 ms [2021-01-21 11:03:05 main:574] : INFO : Epoch 1686 | loss: 0.0311837 | val_loss: 0.0311856 | Time: 1634.48 ms [2021-01-21 11:03:07 main:574] : INFO : Epoch 1687 | loss: 0.0311824 | val_loss: 0.031183 | Time: 1583.71 ms [2021-01-21 11:03:09 main:574] : INFO : Epoch 1688 | loss: 0.03118 | val_loss: 0.0311849 | Time: 1612.42 ms [2021-01-21 11:03:10 main:574] : INFO : Epoch 1689 | loss: 0.0311791 | val_loss: 0.0311824 | Time: 1612.93 ms [2021-01-21 11:03:12 main:574] : INFO : Epoch 1690 | loss: 0.0311787 | val_loss: 0.0311841 | Time: 1569.99 ms [2021-01-21 11:03:13 main:574] : INFO : Epoch 1691 | loss: 0.031178 | val_loss: 0.0311834 | Time: 1570.85 ms [2021-01-21 11:03:15 main:574] : INFO : Epoch 1692 | loss: 0.0311813 | val_loss: 0.0311846 | Time: 1596.55 ms [2021-01-21 11:03:16 main:574] : INFO : Epoch 1693 | loss: 0.0311812 | val_loss: 0.0311856 | Time: 1525.77 ms [2021-01-21 11:03:18 main:574] : INFO : Epoch 1694 | loss: 0.0311813 | val_loss: 0.0311857 | Time: 1611.78 ms [2021-01-21 11:03:20 main:574] : INFO : Epoch 1695 | loss: 0.0311832 | val_loss: 0.0311842 | Time: 1601.28 ms [2021-01-21 11:03:21 main:574] : INFO : Epoch 1696 | loss: 0.0311811 | val_loss: 0.0311858 | Time: 1555.88 ms [2021-01-21 11:03:23 main:574] : INFO : Epoch 1697 | loss: 0.0311833 | val_loss: 0.0311851 | Time: 1583.15 ms [2021-01-21 11:03:24 main:574] : INFO : Epoch 1698 | loss: 0.0311813 | val_loss: 0.0311825 | Time: 1577.5 ms [2021-01-21 11:03:26 main:574] : INFO : Epoch 1699 | loss: 0.0311821 | val_loss: 0.0311831 | Time: 1561.3 ms [2021-01-21 11:03:28 main:574] : INFO : Epoch 1700 | loss: 0.0311816 | val_loss: 0.0311806 | Time: 1596.37 ms [2021-01-21 11:03:29 main:574] : INFO : Epoch 1701 | loss: 0.0311812 | val_loss: 0.0311801 | Time: 1589.83 ms [2021-01-21 11:03:31 main:574] : INFO : Epoch 1702 | loss: 0.0311803 | val_loss: 0.0311794 | Time: 1592.55 ms [2021-01-21 11:03:32 main:574] : INFO : Epoch 1703 | loss: 0.0311804 | val_loss: 0.0311814 | Time: 1574.87 ms [2021-01-21 11:03:34 main:574] : INFO : Epoch 1704 | loss: 0.0311805 | val_loss: 0.0311809 | Time: 1568.27 ms [2021-01-21 11:03:36 main:574] : INFO : Epoch 1705 | loss: 0.031181 | val_loss: 0.0311793 | Time: 1608.37 ms [2021-01-21 11:03:37 main:574] : INFO : Epoch 1706 | loss: 0.0311833 | val_loss: 0.0311868 | Time: 1561.35 ms [2021-01-21 11:03:39 main:574] : INFO : Epoch 1707 | loss: 0.0311842 | val_loss: 0.0311828 | Time: 1600.23 ms [2021-01-21 11:03:40 main:574] : INFO : Epoch 1708 | loss: 0.0311811 | val_loss: 0.0311804 | Time: 1606.71 ms [2021-01-21 11:03:42 main:574] : INFO : Epoch 1709 | loss: 0.0311806 | val_loss: 0.0311805 | Time: 1578.49 ms [2021-01-21 11:03:44 main:574] : INFO : Epoch 1710 | loss: 0.0311815 | val_loss: 0.0311802 | Time: 1587.78 ms [2021-01-21 11:03:45 main:574] : INFO : Epoch 1711 | loss: 0.0311816 | val_loss: 0.0311826 | Time: 1601.72 ms [2021-01-21 11:03:47 main:574] : INFO : Epoch 1712 | loss: 0.031183 | val_loss: 0.0311836 | Time: 1593.92 ms [2021-01-21 11:03:48 main:574] : INFO : Epoch 1713 | loss: 0.0311817 | val_loss: 0.0311798 | Time: 1569.27 ms [2021-01-21 11:03:50 main:574] : INFO : Epoch 1714 | loss: 0.0311797 | val_loss: 0.0311798 | Time: 1580.04 ms [2021-01-21 11:03:52 main:574] : INFO : Epoch 1715 | loss: 0.0311798 | val_loss: 0.0311797 | Time: 1588.62 ms [2021-01-21 11:03:53 main:574] : INFO : Epoch 1716 | loss: 0.0311799 | val_loss: 0.0311819 | Time: 1585.59 ms [2021-01-21 11:03:55 main:574] : INFO : Epoch 1717 | loss: 0.0311815 | val_loss: 0.0311797 | Time: 1610.56 ms [2021-01-21 11:03:56 main:574] : INFO : Epoch 1718 | loss: 0.0311796 | val_loss: 0.0311789 | Time: 1565.23 ms [2021-01-21 11:03:58 main:574] : INFO : Epoch 1719 | loss: 0.0311791 | val_loss: 0.0311786 | Time: 1572.54 ms [2021-01-21 11:04:00 main:574] : INFO : Epoch 1720 | loss: 0.0311797 | val_loss: 0.0311811 | Time: 1692.3 ms [2021-01-21 11:04:01 main:574] : INFO : Epoch 1721 | loss: 0.0311792 | val_loss: 0.0311789 | Time: 1558.56 ms [2021-01-21 11:04:03 main:574] : INFO : Epoch 1722 | loss: 0.0311788 | val_loss: 0.0311791 | Time: 1574.26 ms [2021-01-21 11:04:04 main:574] : INFO : Epoch 1723 | loss: 0.0311817 | val_loss: 0.0311809 | Time: 1610.21 ms [2021-01-21 11:04:06 main:574] : INFO : Epoch 1724 | loss: 0.0311812 | val_loss: 0.0311805 | Time: 1564.47 ms [2021-01-21 11:04:08 main:574] : INFO : Epoch 1725 | loss: 0.0311793 | val_loss: 0.0311798 | Time: 1600.07 ms [2021-01-21 11:04:09 main:574] : INFO : Epoch 1726 | loss: 0.0311808 | val_loss: 0.0311799 | Time: 1601.41 ms [2021-01-21 11:04:11 main:574] : INFO : Epoch 1727 | loss: 0.0311792 | val_loss: 0.0311797 | Time: 1607.69 ms [2021-01-21 11:04:12 main:574] : INFO : Epoch 1728 | loss: 0.0311787 | val_loss: 0.0311803 | Time: 1604 ms [2021-01-21 11:04:14 main:574] : INFO : Epoch 1729 | loss: 0.0311789 | val_loss: 0.0311811 | Time: 1576.17 ms [2021-01-21 11:04:16 main:574] : INFO : Epoch 1730 | loss: 0.0311795 | val_loss: 0.0311816 | Time: 1583.1 ms [2021-01-21 11:04:17 main:574] : INFO : Epoch 1731 | loss: 0.0311796 | val_loss: 0.0311801 | Time: 1612.24 ms [2021-01-21 11:04:19 main:574] : INFO : Epoch 1732 | loss: 0.0311799 | val_loss: 0.0311798 | Time: 1529.47 ms [2021-01-21 11:04:20 main:574] : INFO : Epoch 1733 | loss: 0.0311803 | val_loss: 0.0311796 | Time: 1644.86 ms [2021-01-21 11:04:22 main:574] : INFO : Epoch 1734 | loss: 0.0311797 | val_loss: 0.0311819 | Time: 1628.14 ms [2021-01-21 11:04:24 main:574] : INFO : Epoch 1735 | loss: 0.0311823 | val_loss: 0.0311867 | Time: 1594.69 ms [2021-01-21 11:04:25 main:574] : INFO : Epoch 1736 | loss: 0.0311863 | val_loss: 0.0311806 | Time: 1563.37 ms [2021-01-21 11:04:27 main:574] : INFO : Epoch 1737 | loss: 0.0311817 | val_loss: 0.0311825 | Time: 1582.28 ms [2021-01-21 11:04:28 main:574] : INFO : Epoch 1738 | loss: 0.0311803 | val_loss: 0.03118 | Time: 1568.39 ms [2021-01-21 11:04:30 main:574] : INFO : Epoch 1739 | loss: 0.0311812 | val_loss: 0.0311802 | Time: 1621.63 ms [2021-01-21 11:04:32 main:574] : INFO : Epoch 1740 | loss: 0.0311798 | val_loss: 0.0311799 | Time: 1594.29 ms [2021-01-21 11:04:33 main:574] : INFO : Epoch 1741 | loss: 0.0311791 | val_loss: 0.0311797 | Time: 1566.46 ms [2021-01-21 11:04:35 main:574] : INFO : Epoch 1742 | loss: 0.03118 | val_loss: 0.0311793 | Time: 1581.78 ms [2021-01-21 11:04:36 main:574] : INFO : Epoch 1743 | loss: 0.0311795 | val_loss: 0.0311791 | Time: 1597.08 ms [2021-01-21 11:04:38 main:574] : INFO : Epoch 1744 | loss: 0.03118 | val_loss: 0.0311795 | Time: 1549.56 ms [2021-01-21 11:04:40 main:574] : INFO : Epoch 1745 | loss: 0.0311797 | val_loss: 0.0311792 | Time: 1588.93 ms [2021-01-21 11:04:41 main:574] : INFO : Epoch 1746 | loss: 0.0311803 | val_loss: 0.0311791 | Time: 1604.03 ms [2021-01-21 11:04:43 main:574] : INFO : Epoch 1747 | loss: 0.0311821 | val_loss: 0.0311826 | Time: 1604.62 ms [2021-01-21 11:04:44 main:574] : INFO : Epoch 1748 | loss: 0.0311843 | val_loss: 0.0311823 | Time: 1565.61 ms [2021-01-21 11:04:46 main:574] : INFO : Epoch 1749 | loss: 0.0311847 | val_loss: 0.0311879 | Time: 1581.64 ms [2021-01-21 11:04:48 main:574] : INFO : Epoch 1750 | loss: 0.0311837 | val_loss: 0.0311823 | Time: 1582.65 ms [2021-01-21 11:04:49 main:574] : INFO : Epoch 1751 | loss: 0.0311832 | val_loss: 0.0311831 | Time: 1576.98 ms [2021-01-21 11:04:51 main:574] : INFO : Epoch 1752 | loss: 0.0311845 | val_loss: 0.0311882 | Time: 1584.7 ms [2021-01-21 11:04:52 main:574] : INFO : Epoch 1753 | loss: 0.0311842 | val_loss: 0.0311821 | Time: 1614.04 ms [2021-01-21 11:04:54 main:574] : INFO : Epoch 1754 | loss: 0.0311835 | val_loss: 0.0311822 | Time: 1575.91 ms [2021-01-21 11:04:56 main:574] : INFO : Epoch 1755 | loss: 0.0311842 | val_loss: 0.0311825 | Time: 1589.7 ms [2021-01-21 11:04:57 main:574] : INFO : Epoch 1756 | loss: 0.0311846 | val_loss: 0.0311837 | Time: 1598.19 ms [2021-01-21 11:04:59 main:574] : INFO : Epoch 1757 | loss: 0.0311839 | val_loss: 0.031186 | Time: 1563.26 ms [2021-01-21 11:05:00 main:574] : INFO : Epoch 1758 | loss: 0.0311844 | val_loss: 0.0311822 | Time: 1572.17 ms [2021-01-21 11:05:02 main:574] : INFO : Epoch 1759 | loss: 0.0311848 | val_loss: 0.0311809 | Time: 1566.41 ms [2021-01-21 11:05:03 main:574] : INFO : Epoch 1760 | loss: 0.0311825 | val_loss: 0.0311831 | Time: 1573.2 ms [2021-01-21 11:05:05 main:574] : INFO : Epoch 1761 | loss: 0.0311843 | val_loss: 0.0311812 | Time: 1588.08 ms [2021-01-21 11:05:07 main:574] : INFO : Epoch 1762 | loss: 0.0311837 | val_loss: 0.0311815 | Time: 1571.55 ms [2021-01-21 11:05:08 main:574] : INFO : Epoch 1763 | loss: 0.0311837 | val_loss: 0.031187 | Time: 1634.39 ms [2021-01-21 11:05:10 main:574] : INFO : Epoch 1764 | loss: 0.0311849 | val_loss: 0.0311822 | Time: 1602.06 ms [2021-01-21 11:05:11 main:574] : INFO : Epoch 1765 | loss: 0.0311828 | val_loss: 0.0311826 | Time: 1583.19 ms [2021-01-21 11:05:13 main:574] : INFO : Epoch 1766 | loss: 0.0311837 | val_loss: 0.031183 | Time: 1583.77 ms [2021-01-21 11:05:15 main:574] : INFO : Epoch 1767 | loss: 0.0311812 | val_loss: 0.0311823 | Time: 1595.3 ms [2021-01-21 11:05:16 main:574] : INFO : Epoch 1768 | loss: 0.0311815 | val_loss: 0.0311814 | Time: 1602.61 ms [2021-01-21 11:05:18 main:574] : INFO : Epoch 1769 | loss: 0.0311812 | val_loss: 0.0311808 | Time: 1619.96 ms [2021-01-21 11:05:20 main:574] : INFO : Epoch 1770 | loss: 0.0311808 | val_loss: 0.0311808 | Time: 1627.97 ms [2021-01-21 11:05:21 main:574] : INFO : Epoch 1771 | loss: 0.0311804 | val_loss: 0.0311833 | Time: 1552.6 ms [2021-01-21 11:05:23 main:574] : INFO : Epoch 1772 | loss: 0.0311807 | val_loss: 0.0311808 | Time: 1560.72 ms [2021-01-21 11:05:24 main:574] : INFO : Epoch 1773 | loss: 0.0311802 | val_loss: 0.0311807 | Time: 1558.39 ms [2021-01-21 11:05:26 main:574] : INFO : Epoch 1774 | loss: 0.0311802 | val_loss: 0.0311788 | Time: 1578.13 ms [2021-01-21 11:05:27 main:574] : INFO : Epoch 1775 | loss: 0.0311803 | val_loss: 0.0311779 | Time: 1629.33 ms [2021-01-21 11:05:29 main:574] : INFO : Epoch 1776 | loss: 0.0311816 | val_loss: 0.0311783 | Time: 1581.67 ms [2021-01-21 11:05:31 main:574] : INFO : Epoch 1777 | loss: 0.0311794 | val_loss: 0.0311789 | Time: 1601.7 ms [2021-01-21 11:05:32 main:574] : INFO : Epoch 1778 | loss: 0.0311823 | val_loss: 0.0311808 | Time: 1571.63 ms [2021-01-21 11:05:34 main:574] : INFO : Epoch 1779 | loss: 0.0311821 | val_loss: 0.0311772 | Time: 1596.08 ms [2021-01-21 11:05:35 main:574] : INFO : Epoch 1780 | loss: 0.0311806 | val_loss: 0.0311809 | Time: 1590.43 ms [2021-01-21 11:05:37 main:574] : INFO : Epoch 1781 | loss: 0.0311805 | val_loss: 0.0311776 | Time: 1596.16 ms [2021-01-21 11:05:39 main:574] : INFO : Epoch 1782 | loss: 0.0311803 | val_loss: 0.0311805 | Time: 1559.65 ms [2021-01-21 11:05:40 main:574] : INFO : Epoch 1783 | loss: 0.0311837 | val_loss: 0.0311846 | Time: 1587.06 ms [2021-01-21 11:05:42 main:574] : INFO : Epoch 1784 | loss: 0.0311868 | val_loss: 0.0311836 | Time: 1543.7 ms [2021-01-21 11:05:43 main:574] : INFO : Epoch 1785 | loss: 0.031185 | val_loss: 0.031181 | Time: 1538.14 ms [2021-01-21 11:05:45 main:574] : INFO : Epoch 1786 | loss: 0.0311842 | val_loss: 0.0311809 | Time: 1571.2 ms [2021-01-21 11:05:46 main:574] : INFO : Epoch 1787 | loss: 0.0311853 | val_loss: 0.0311826 | Time: 1588.26 ms [2021-01-21 11:05:48 main:574] : INFO : Epoch 1788 | loss: 0.0311862 | val_loss: 0.0311833 | Time: 1602.17 ms [2021-01-21 11:05:50 main:574] : INFO : Epoch 1789 | loss: 0.0311861 | val_loss: 0.0311834 | Time: 1610.84 ms [2021-01-21 11:05:51 main:574] : INFO : Epoch 1790 | loss: 0.0311866 | val_loss: 0.0311825 | Time: 1628.96 ms [2021-01-21 11:05:53 main:574] : INFO : Epoch 1791 | loss: 0.0311856 | val_loss: 0.0311831 | Time: 1568.45 ms [2021-01-21 11:05:54 main:574] : INFO : Epoch 1792 | loss: 0.031185 | val_loss: 0.0311823 | Time: 1552.93 ms [2021-01-21 11:05:56 main:574] : INFO : Epoch 1793 | loss: 0.0311842 | val_loss: 0.0311817 | Time: 1606.62 ms [2021-01-21 11:05:58 main:574] : INFO : Epoch 1794 | loss: 0.0311833 | val_loss: 0.0311818 | Time: 1607.56 ms [2021-01-21 11:05:59 main:574] : INFO : Epoch 1795 | loss: 0.0311846 | val_loss: 0.0311823 | Time: 1572.58 ms [2021-01-21 11:06:01 main:574] : INFO : Epoch 1796 | loss: 0.0311853 | val_loss: 0.0311818 | Time: 1552.16 ms [2021-01-21 11:06:02 main:574] : INFO : Epoch 1797 | loss: 0.0311848 | val_loss: 0.0311841 | Time: 1610.39 ms [2021-01-21 11:06:04 main:574] : INFO : Epoch 1798 | loss: 0.0311873 | val_loss: 0.0311882 | Time: 1616.66 ms [2021-01-21 11:06:06 main:574] : INFO : Epoch 1799 | loss: 0.0311859 | val_loss: 0.0311843 | Time: 1599.75 ms [2021-01-21 11:06:07 main:574] : INFO : Epoch 1800 | loss: 0.031184 | val_loss: 0.0311883 | Time: 1557.1 ms [2021-01-21 11:06:09 main:574] : INFO : Epoch 1801 | loss: 0.0311836 | val_loss: 0.0311826 | Time: 1594.95 ms [2021-01-21 11:06:10 main:574] : INFO : Epoch 1802 | loss: 0.0311824 | val_loss: 0.031182 | Time: 1568.32 ms [2021-01-21 11:06:12 main:574] : INFO : Epoch 1803 | loss: 0.031184 | val_loss: 0.0311809 | Time: 1585.49 ms [2021-01-21 11:06:14 main:574] : INFO : Epoch 1804 | loss: 0.0311875 | val_loss: 0.0311858 | Time: 1582.68 ms [2021-01-21 11:06:15 main:574] : INFO : Epoch 1805 | loss: 0.0311899 | val_loss: 0.0311859 | Time: 1559.44 ms [2021-01-21 11:06:17 main:574] : INFO : Epoch 1806 | loss: 0.031189 | val_loss: 0.0311867 | Time: 1578.25 ms [2021-01-21 11:06:18 main:574] : INFO : Epoch 1807 | loss: 0.031189 | val_loss: 0.0311874 | Time: 1664.51 ms [2021-01-21 11:06:20 main:574] : INFO : Epoch 1808 | loss: 0.0311889 | val_loss: 0.0311876 | Time: 1594.71 ms [2021-01-21 11:06:22 main:574] : INFO : Epoch 1809 | loss: 0.0311884 | val_loss: 0.0311879 | Time: 1618.25 ms [2021-01-21 11:06:23 main:574] : INFO : Epoch 1810 | loss: 0.0311885 | val_loss: 0.0311878 | Time: 1553.76 ms [2021-01-21 11:06:25 main:574] : INFO : Epoch 1811 | loss: 0.0311887 | val_loss: 0.0311867 | Time: 1571.71 ms [2021-01-21 11:06:26 main:574] : INFO : Epoch 1812 | loss: 0.0311883 | val_loss: 0.031189 | Time: 1604.01 ms [2021-01-21 11:06:28 main:574] : INFO : Epoch 1813 | loss: 0.0311877 | val_loss: 0.0311883 | Time: 1555.01 ms [2021-01-21 11:06:30 main:574] : INFO : Epoch 1814 | loss: 0.0311875 | val_loss: 0.0311871 | Time: 1588.18 ms [2021-01-21 11:06:31 main:574] : INFO : Epoch 1815 | loss: 0.0311866 | val_loss: 0.0311873 | Time: 1570.69 ms [2021-01-21 11:06:33 main:574] : INFO : Epoch 1816 | loss: 0.0311877 | val_loss: 0.0311866 | Time: 1550.42 ms [2021-01-21 11:06:34 main:574] : INFO : Epoch 1817 | loss: 0.0311877 | val_loss: 0.0311875 | Time: 1611.37 ms [2021-01-21 11:06:36 main:574] : INFO : Epoch 1818 | loss: 0.0311887 | val_loss: 0.0311892 | Time: 1622 ms [2021-01-21 11:06:38 main:574] : INFO : Epoch 1819 | loss: 0.0311884 | val_loss: 0.031187 | Time: 1596.46 ms [2021-01-21 11:06:39 main:574] : INFO : Epoch 1820 | loss: 0.031188 | val_loss: 0.0311877 | Time: 1580.89 ms [2021-01-21 11:06:41 main:574] : INFO : Epoch 1821 | loss: 0.0311876 | val_loss: 0.0311864 | Time: 1580.17 ms [2021-01-21 11:06:42 main:574] : INFO : Epoch 1822 | loss: 0.0311872 | val_loss: 0.031189 | Time: 1609.47 ms [2021-01-21 11:06:44 main:574] : INFO : Epoch 1823 | loss: 0.0311876 | val_loss: 0.0311869 | Time: 1603.95 ms [2021-01-21 11:06:46 main:574] : INFO : Epoch 1824 | loss: 0.0311874 | val_loss: 0.0311865 | Time: 1565.17 ms [2021-01-21 11:06:47 main:574] : INFO : Epoch 1825 | loss: 0.0311876 | val_loss: 0.0311889 | Time: 1592.75 ms [2021-01-21 11:06:49 main:574] : INFO : Epoch 1826 | loss: 0.0311885 | val_loss: 0.0311893 | Time: 1572.09 ms [2021-01-21 11:06:50 main:574] : INFO : Epoch 1827 | loss: 0.0311892 | val_loss: 0.0311884 | Time: 1557.76 ms [2021-01-21 11:06:52 main:574] : INFO : Epoch 1828 | loss: 0.0311878 | val_loss: 0.0311874 | Time: 1590.17 ms [2021-01-21 11:06:54 main:574] : INFO : Epoch 1829 | loss: 0.0311876 | val_loss: 0.0311861 | Time: 1582.01 ms [2021-01-21 11:06:55 main:574] : INFO : Epoch 1830 | loss: 0.031187 | val_loss: 0.0311852 | Time: 1543.31 ms [2021-01-21 11:06:57 main:574] : INFO : Epoch 1831 | loss: 0.0311875 | val_loss: 0.0311859 | Time: 1602.23 ms [2021-01-21 11:06:58 main:574] : INFO : Epoch 1832 | loss: 0.0311912 | val_loss: 0.0311844 | Time: 1581.96 ms [2021-01-21 11:07:00 main:574] : INFO : Epoch 1833 | loss: 0.0311909 | val_loss: 0.0311857 | Time: 1589.1 ms [2021-01-21 11:07:01 main:574] : INFO : Epoch 1834 | loss: 0.031192 | val_loss: 0.0311896 | Time: 1566.36 ms [2021-01-21 11:07:03 main:574] : INFO : Epoch 1835 | loss: 0.0311923 | val_loss: 0.031188 | Time: 1583.83 ms [2021-01-21 11:07:05 main:574] : INFO : Epoch 1836 | loss: 0.0311904 | val_loss: 0.0311871 | Time: 1613.87 ms [2021-01-21 11:07:06 main:574] : INFO : Epoch 1837 | loss: 0.0311883 | val_loss: 0.031186 | Time: 1605.21 ms [2021-01-21 11:07:08 main:574] : INFO : Epoch 1838 | loss: 0.031189 | val_loss: 0.0311865 | Time: 1615.46 ms [2021-01-21 11:07:10 main:574] : INFO : Epoch 1839 | loss: 0.0311889 | val_loss: 0.0311894 | Time: 1557.06 ms [2021-01-21 11:07:11 main:574] : INFO : Epoch 1840 | loss: 0.0311909 | val_loss: 0.0311882 | Time: 1600.75 ms [2021-01-21 11:07:13 main:574] : INFO : Epoch 1841 | loss: 0.0311887 | val_loss: 0.0311881 | Time: 1592.51 ms [2021-01-21 11:07:14 main:574] : INFO : Epoch 1842 | loss: 0.0311874 | val_loss: 0.031189 | Time: 1595.92 ms [2021-01-21 11:07:16 main:574] : INFO : Epoch 1843 | loss: 0.0311872 | val_loss: 0.0311882 | Time: 1571.38 ms [2021-01-21 11:07:18 main:574] : INFO : Epoch 1844 | loss: 0.0311876 | val_loss: 0.0311886 | Time: 1602.68 ms [2021-01-21 11:07:19 main:574] : INFO : Epoch 1845 | loss: 0.0311891 | val_loss: 0.0311884 | Time: 1605.75 ms [2021-01-21 11:07:21 main:574] : INFO : Epoch 1846 | loss: 0.0311885 | val_loss: 0.0311874 | Time: 1580.74 ms [2021-01-21 11:07:22 main:574] : INFO : Epoch 1847 | loss: 0.0311898 | val_loss: 0.0311895 | Time: 1611.69 ms [2021-01-21 11:07:24 main:574] : INFO : Epoch 1848 | loss: 0.0311884 | val_loss: 0.031187 | Time: 1592.99 ms [2021-01-21 11:07:26 main:574] : INFO : Epoch 1849 | loss: 0.031189 | val_loss: 0.0311876 | Time: 1560.04 ms [2021-01-21 11:07:27 main:574] : INFO : Epoch 1850 | loss: 0.0311879 | val_loss: 0.0311864 | Time: 1581.47 ms [2021-01-21 11:07:29 main:574] : INFO : Epoch 1851 | loss: 0.0311881 | val_loss: 0.031188 | Time: 1617.12 ms [2021-01-21 11:07:30 main:574] : INFO : Epoch 1852 | loss: 0.0311865 | val_loss: 0.0311859 | Time: 1620.58 ms [2021-01-21 11:07:32 main:574] : INFO : Epoch 1853 | loss: 0.0311868 | val_loss: 0.0311907 | Time: 1613.64 ms [2021-01-21 11:07:34 main:574] : INFO : Epoch 1854 | loss: 0.0311886 | val_loss: 0.031186 | Time: 1647.77 ms [2021-01-21 11:07:35 main:574] : INFO : Epoch 1855 | loss: 0.0311861 | val_loss: 0.0311862 | Time: 1633.38 ms [2021-01-21 11:07:37 main:574] : INFO : Epoch 1856 | loss: 0.031187 | val_loss: 0.0311873 | Time: 1601.9 ms [2021-01-21 11:07:39 main:574] : INFO : Epoch 1857 | loss: 0.0311887 | val_loss: 0.0311962 | Time: 1591.07 ms [2021-01-21 11:07:40 main:574] : INFO : Epoch 1858 | loss: 0.0311879 | val_loss: 0.0311859 | Time: 1585.15 ms [2021-01-21 11:07:42 main:574] : INFO : Epoch 1859 | loss: 0.0311872 | val_loss: 0.0311857 | Time: 1552.25 ms [2021-01-21 11:07:43 main:574] : INFO : Epoch 1860 | loss: 0.0311862 | val_loss: 0.0311849 | Time: 1566.34 ms [2021-01-21 11:07:45 main:574] : INFO : Epoch 1861 | loss: 0.0311857 | val_loss: 0.0311837 | Time: 1580.06 ms [2021-01-21 11:07:46 main:574] : INFO : Epoch 1862 | loss: 0.0311859 | val_loss: 0.031184 | Time: 1587.06 ms [2021-01-21 11:07:48 main:574] : INFO : Epoch 1863 | loss: 0.0311859 | val_loss: 0.0311834 | Time: 1568.45 ms [2021-01-21 11:07:50 main:574] : INFO : Epoch 1864 | loss: 0.0311847 | val_loss: 0.0311836 | Time: 1539.22 ms [2021-01-21 11:07:51 main:574] : INFO : Epoch 1865 | loss: 0.0311851 | val_loss: 0.0311848 | Time: 1548.27 ms [2021-01-21 11:07:53 main:574] : INFO : Epoch 1866 | loss: 0.0311862 | val_loss: 0.0311903 | Time: 1586.5 ms [2021-01-21 11:07:54 main:574] : INFO : Epoch 1867 | loss: 0.0311893 | val_loss: 0.0311885 | Time: 1565.36 ms [2021-01-21 11:07:56 main:574] : INFO : Epoch 1868 | loss: 0.0311861 | val_loss: 0.0311881 | Time: 1618.41 ms [2021-01-21 11:07:57 main:574] : INFO : Epoch 1869 | loss: 0.0311872 | val_loss: 0.0311847 | Time: 1563.11 ms [2021-01-21 11:07:59 main:574] : INFO : Epoch 1870 | loss: 0.0311847 | val_loss: 0.031184 | Time: 1589.38 ms [2021-01-21 11:08:01 main:574] : INFO : Epoch 1871 | loss: 0.0311845 | val_loss: 0.0311843 | Time: 1569.84 ms [2021-01-21 11:08:02 main:574] : INFO : Epoch 1872 | loss: 0.0311845 | val_loss: 0.0311836 | Time: 1592.4 ms [2021-01-21 11:08:04 main:574] : INFO : Epoch 1873 | loss: 0.031184 | val_loss: 0.0311843 | Time: 1607.4 ms [2021-01-21 11:08:05 main:574] : INFO : Epoch 1874 | loss: 0.0311839 | val_loss: 0.0311838 | Time: 1603.16 ms [2021-01-21 11:08:07 main:574] : INFO : Epoch 1875 | loss: 0.0311834 | val_loss: 0.0311833 | Time: 1602.96 ms [2021-01-21 11:08:09 main:574] : INFO : Epoch 1876 | loss: 0.0311832 | val_loss: 0.0311836 | Time: 1609.98 ms [2021-01-21 11:08:10 main:574] : INFO : Epoch 1877 | loss: 0.0311846 | val_loss: 0.0311837 | Time: 1602.2 ms [2021-01-21 11:08:12 main:574] : INFO : Epoch 1878 | loss: 0.031184 | val_loss: 0.0311842 | Time: 1613.12 ms [2021-01-21 11:08:14 main:574] : INFO : Epoch 1879 | loss: 0.0311853 | val_loss: 0.031184 | Time: 1597.51 ms [2021-01-21 11:08:15 main:574] : INFO : Epoch 1880 | loss: 0.0311838 | val_loss: 0.0311833 | Time: 1596.71 ms [2021-01-21 11:08:17 main:574] : INFO : Epoch 1881 | loss: 0.0311831 | val_loss: 0.0311833 | Time: 1560.31 ms [2021-01-21 11:08:18 main:574] : INFO : Epoch 1882 | loss: 0.0311839 | val_loss: 0.0311835 | Time: 1601.37 ms [2021-01-21 11:08:20 main:574] : INFO : Epoch 1883 | loss: 0.0311835 | val_loss: 0.0311879 | Time: 1606.18 ms [2021-01-21 11:08:22 main:574] : INFO : Epoch 1884 | loss: 0.0311852 | val_loss: 0.0311886 | Time: 1580.66 ms [2021-01-21 11:08:23 main:574] : INFO : Epoch 1885 | loss: 0.0311851 | val_loss: 0.0311839 | Time: 1623.51 ms [2021-01-21 11:08:25 main:574] : INFO : Epoch 1886 | loss: 0.031184 | val_loss: 0.0311828 | Time: 1558.98 ms [2021-01-21 11:08:26 main:574] : INFO : Epoch 1887 | loss: 0.031184 | val_loss: 0.0311827 | Time: 1572.18 ms [2021-01-21 11:08:28 main:574] : INFO : Epoch 1888 | loss: 0.0311829 | val_loss: 0.0311831 | Time: 1598 ms [2021-01-21 11:08:30 main:574] : INFO : Epoch 1889 | loss: 0.0311829 | val_loss: 0.0311821 | Time: 1606.31 ms [2021-01-21 11:08:31 main:574] : INFO : Epoch 1890 | loss: 0.0311851 | val_loss: 0.031183 | Time: 1537.42 ms [2021-01-21 11:08:33 main:574] : INFO : Epoch 1891 | loss: 0.0311868 | val_loss: 0.0311916 | Time: 1561.93 ms [2021-01-21 11:08:34 main:574] : INFO : Epoch 1892 | loss: 0.0311949 | val_loss: 0.0311932 | Time: 1606.61 ms [2021-01-21 11:08:36 main:574] : INFO : Epoch 1893 | loss: 0.0311972 | val_loss: 0.0311983 | Time: 1543.37 ms [2021-01-21 11:08:37 main:574] : INFO : Epoch 1894 | loss: 0.0312051 | val_loss: 0.0312093 | Time: 1619.45 ms [2021-01-21 11:08:39 main:574] : INFO : Epoch 1895 | loss: 0.0312109 | val_loss: 0.0312128 | Time: 1598.37 ms [2021-01-21 11:08:41 main:574] : INFO : Epoch 1896 | loss: 0.0312091 | val_loss: 0.0312012 | Time: 1576.05 ms [2021-01-21 11:08:42 main:574] : INFO : Epoch 1897 | loss: 0.0312018 | val_loss: 0.0312015 | Time: 1605.45 ms [2021-01-21 11:08:44 main:574] : INFO : Epoch 1898 | loss: 0.0312024 | val_loss: 0.0312026 | Time: 1575.01 ms [2021-01-21 11:08:45 main:574] : INFO : Epoch 1899 | loss: 0.0312008 | val_loss: 0.0311948 | Time: 1573.67 ms [2021-01-21 11:08:47 main:574] : INFO : Epoch 1900 | loss: 0.0311989 | val_loss: 0.0311963 | Time: 1605.04 ms [2021-01-21 11:08:49 main:574] : INFO : Epoch 1901 | loss: 0.0311997 | val_loss: 0.0311961 | Time: 1573.4 ms [2021-01-21 11:08:50 main:574] : INFO : Epoch 1902 | loss: 0.0311977 | val_loss: 0.0311966 | Time: 1576.38 ms [2021-01-21 11:08:52 main:574] : INFO : Epoch 1903 | loss: 0.0311972 | val_loss: 0.0311919 | Time: 1579.66 ms [2021-01-21 11:08:53 main:574] : INFO : Epoch 1904 | loss: 0.0311957 | val_loss: 0.0311935 | Time: 1578.64 ms [2021-01-21 11:08:55 main:574] : INFO : Epoch 1905 | loss: 0.0311986 | val_loss: 0.0311964 | Time: 1584.41 ms [2021-01-21 11:08:57 main:574] : INFO : Epoch 1906 | loss: 0.0311955 | val_loss: 0.031193 | Time: 1615.54 ms [2021-01-21 11:08:58 main:574] : INFO : Epoch 1907 | loss: 0.0311953 | val_loss: 0.0311928 | Time: 1592.75 ms [2021-01-21 11:09:00 main:574] : INFO : Epoch 1908 | loss: 0.0311965 | val_loss: 0.0311925 | Time: 1635.69 ms [2021-01-21 11:09:02 main:574] : INFO : Epoch 1909 | loss: 0.031196 | val_loss: 0.031192 | Time: 1615.44 ms [2021-01-21 11:09:03 main:574] : INFO : Epoch 1910 | loss: 0.0311997 | val_loss: 0.0311958 | Time: 1603.16 ms [2021-01-21 11:09:05 main:574] : INFO : Epoch 1911 | loss: 0.0311985 | val_loss: 0.0311939 | Time: 1610.89 ms [2021-01-21 11:09:06 main:574] : INFO : Epoch 1912 | loss: 0.0311962 | val_loss: 0.0311939 | Time: 1593.46 ms [2021-01-21 11:09:08 main:574] : INFO : Epoch 1913 | loss: 0.0312036 | val_loss: 0.0312019 | Time: 1600.32 ms [2021-01-21 11:09:10 main:574] : INFO : Epoch 1914 | loss: 0.0312182 | val_loss: 0.0313187 | Time: 1591.31 ms [2021-01-21 11:09:11 main:574] : INFO : Epoch 1915 | loss: 0.039896 | val_loss: 0.0325843 | Time: 1574.92 ms [2021-01-21 11:09:13 main:574] : INFO : Epoch 1916 | loss: 0.0342903 | val_loss: 0.0329045 | Time: 1582.96 ms [2021-01-21 11:09:14 main:574] : INFO : Epoch 1917 | loss: 0.0317011 | val_loss: 0.0313914 | Time: 1556.14 ms [2021-01-21 11:09:16 main:574] : INFO : Epoch 1918 | loss: 0.031311 | val_loss: 0.031245 | Time: 1599.61 ms [2021-01-21 11:09:18 main:574] : INFO : Epoch 1919 | loss: 0.0312442 | val_loss: 0.0312311 | Time: 1583.01 ms [2021-01-21 11:09:19 main:574] : INFO : Epoch 1920 | loss: 0.0312279 | val_loss: 0.0312204 | Time: 1580.12 ms [2021-01-21 11:09:21 main:574] : INFO : Epoch 1921 | loss: 0.0312202 | val_loss: 0.0312172 | Time: 1561.53 ms [2021-01-21 11:09:22 main:574] : INFO : Epoch 1922 | loss: 0.0312155 | val_loss: 0.0312108 | Time: 1559.55 ms [2021-01-21 11:09:24 main:574] : INFO : Epoch 1923 | loss: 0.0312125 | val_loss: 0.031209 | Time: 1591.2 ms [2021-01-21 11:09:25 main:574] : INFO : Epoch 1924 | loss: 0.0312097 | val_loss: 0.0312072 | Time: 1584.72 ms [2021-01-21 11:09:27 main:574] : INFO : Epoch 1925 | loss: 0.0312088 | val_loss: 0.0312054 | Time: 1625.71 ms [2021-01-21 11:09:29 main:574] : INFO : Epoch 1926 | loss: 0.0312089 | val_loss: 0.0312099 | Time: 1554.24 ms [2021-01-21 11:09:30 main:574] : INFO : Epoch 1927 | loss: 0.0312065 | val_loss: 0.0312035 | Time: 1565.57 ms [2021-01-21 11:09:32 main:574] : INFO : Epoch 1928 | loss: 0.0312055 | val_loss: 0.0312028 | Time: 1609.82 ms [2021-01-21 11:09:33 main:574] : INFO : Epoch 1929 | loss: 0.0312052 | val_loss: 0.0312012 | Time: 1555.27 ms [2021-01-21 11:09:35 main:574] : INFO : Epoch 1930 | loss: 0.0312042 | val_loss: 0.0312043 | Time: 1589 ms [2021-01-21 11:09:37 main:574] : INFO : Epoch 1931 | loss: 0.0312035 | val_loss: 0.0312014 | Time: 1571.81 ms [2021-01-21 11:09:38 main:574] : INFO : Epoch 1932 | loss: 0.0312025 | val_loss: 0.0312003 | Time: 1566.71 ms [2021-01-21 11:09:40 main:574] : INFO : Epoch 1933 | loss: 0.0312041 | val_loss: 0.0312021 | Time: 1575.38 ms [2021-01-21 11:09:41 main:574] : INFO : Epoch 1934 | loss: 0.0312062 | val_loss: 0.031201 | Time: 1607.54 ms [2021-01-21 11:09:43 main:574] : INFO : Epoch 1935 | loss: 0.0312024 | val_loss: 0.0311983 | Time: 1612.4 ms [2021-01-21 11:09:45 main:574] : INFO : Epoch 1936 | loss: 0.0312018 | val_loss: 0.0311983 | Time: 1560.52 ms [2021-01-21 11:09:46 main:574] : INFO : Epoch 1937 | loss: 0.0312014 | val_loss: 0.0311978 | Time: 1593.86 ms [2021-01-21 11:09:48 main:574] : INFO : Epoch 1938 | loss: 0.0312012 | val_loss: 0.0311978 | Time: 1608.53 ms [2021-01-21 11:09:49 main:574] : INFO : Epoch 1939 | loss: 0.0312013 | val_loss: 0.0311984 | Time: 1611.15 ms [2021-01-21 11:09:51 main:574] : INFO : Epoch 1940 | loss: 0.0312014 | val_loss: 0.031197 | Time: 1565.81 ms [2021-01-21 11:09:53 main:574] : INFO : Epoch 1941 | loss: 0.0312014 | val_loss: 0.0311963 | Time: 1584.72 ms [2021-01-21 11:09:54 main:574] : INFO : Epoch 1942 | loss: 0.0312022 | val_loss: 0.0311971 | Time: 1600.49 ms [2021-01-21 11:09:56 main:574] : INFO : Epoch 1943 | loss: 0.0312 | val_loss: 0.0311974 | Time: 1582.5 ms [2021-01-21 11:09:57 main:574] : INFO : Epoch 1944 | loss: 0.0312006 | val_loss: 0.031196 | Time: 1591.03 ms [2021-01-21 11:09:59 main:574] : INFO : Epoch 1945 | loss: 0.0312011 | val_loss: 0.0312002 | Time: 1583.49 ms [2021-01-21 11:10:01 main:574] : INFO : Epoch 1946 | loss: 0.0312002 | val_loss: 0.0311986 | Time: 1621.64 ms [2021-01-21 11:10:02 main:574] : INFO : Epoch 1947 | loss: 0.0312028 | val_loss: 0.0312023 | Time: 1558.61 ms [2021-01-21 11:10:04 main:574] : INFO : Epoch 1948 | loss: 0.0312021 | val_loss: 0.0311969 | Time: 1594.49 ms [2021-01-21 11:10:05 main:574] : INFO : Epoch 1949 | loss: 0.0312003 | val_loss: 0.0311961 | Time: 1576.71 ms [2021-01-21 11:10:07 main:574] : INFO : Epoch 1950 | loss: 0.0312007 | val_loss: 0.0311988 | Time: 1622.29 ms [2021-01-21 11:10:09 main:574] : INFO : Epoch 1951 | loss: 0.0312001 | val_loss: 0.0311953 | Time: 1609.03 ms [2021-01-21 11:10:10 main:574] : INFO : Epoch 1952 | loss: 0.031201 | val_loss: 0.0311986 | Time: 1591.56 ms [2021-01-21 11:10:12 main:574] : INFO : Epoch 1953 | loss: 0.0312047 | val_loss: 0.0312108 | Time: 1568.73 ms [2021-01-21 11:10:13 main:574] : INFO : Epoch 1954 | loss: 0.0312044 | val_loss: 0.0312044 | Time: 1556.06 ms [2021-01-21 11:10:15 main:574] : INFO : Epoch 1955 | loss: 0.0312011 | val_loss: 0.0311963 | Time: 1573.64 ms [2021-01-21 11:10:17 main:574] : INFO : Epoch 1956 | loss: 0.0311992 | val_loss: 0.0311964 | Time: 1597.14 ms [2021-01-21 11:10:18 main:574] : INFO : Epoch 1957 | loss: 0.0311996 | val_loss: 0.0311966 | Time: 1591.06 ms [2021-01-21 11:10:20 main:574] : INFO : Epoch 1958 | loss: 0.0312005 | val_loss: 0.031201 | Time: 1586.5 ms [2021-01-21 11:10:21 main:574] : INFO : Epoch 1959 | loss: 0.0312011 | val_loss: 0.0311964 | Time: 1576.67 ms [2021-01-21 11:10:23 main:574] : INFO : Epoch 1960 | loss: 0.0312029 | val_loss: 0.0311962 | Time: 1582.96 ms [2021-01-21 11:10:25 main:574] : INFO : Epoch 1961 | loss: 0.0311989 | val_loss: 0.0311951 | Time: 1581.11 ms [2021-01-21 11:10:26 main:574] : INFO : Epoch 1962 | loss: 0.0311986 | val_loss: 0.0311952 | Time: 1600.61 ms [2021-01-21 11:10:28 main:574] : INFO : Epoch 1963 | loss: 0.031201 | val_loss: 0.0311959 | Time: 1639.58 ms [2021-01-21 11:10:29 main:574] : INFO : Epoch 1964 | loss: 0.0311986 | val_loss: 0.0311954 | Time: 1627.9 ms [2021-01-21 11:10:31 main:574] : INFO : Epoch 1965 | loss: 0.0311982 | val_loss: 0.0311963 | Time: 1584.34 ms [2021-01-21 11:10:33 main:574] : INFO : Epoch 1966 | loss: 0.0311984 | val_loss: 0.0311982 | Time: 1587.53 ms [2021-01-21 11:10:34 main:574] : INFO : Epoch 1967 | loss: 0.0311984 | val_loss: 0.0311946 | Time: 1585.36 ms [2021-01-21 11:10:36 main:574] : INFO : Epoch 1968 | loss: 0.0311989 | val_loss: 0.0311991 | Time: 1564.34 ms [2021-01-21 11:10:37 main:574] : INFO : Epoch 1969 | loss: 0.0312014 | val_loss: 0.0312001 | Time: 1577.65 ms [2021-01-21 11:10:39 main:574] : INFO : Epoch 1970 | loss: 0.0312023 | val_loss: 0.0312038 | Time: 1610.34 ms [2021-01-21 11:10:41 main:574] : INFO : Epoch 1971 | loss: 0.0312016 | val_loss: 0.0311959 | Time: 1604.02 ms [2021-01-21 11:10:42 main:574] : INFO : Epoch 1972 | loss: 0.0312023 | val_loss: 0.0312028 | Time: 1564.62 ms [2021-01-21 11:10:44 main:574] : INFO : Epoch 1973 | loss: 0.0311979 | val_loss: 0.031199 | Time: 1563.89 ms [2021-01-21 11:10:45 main:574] : INFO : Epoch 1974 | loss: 0.0311979 | val_loss: 0.0311974 | Time: 1577.35 ms [2021-01-21 11:10:47 main:574] : INFO : Epoch 1975 | loss: 0.0311973 | val_loss: 0.0311982 | Time: 1545.51 ms [2021-01-21 11:10:48 main:574] : INFO : Epoch 1976 | loss: 0.0311993 | val_loss: 0.0312035 | Time: 1595 ms [2021-01-21 11:10:50 main:574] : INFO : Epoch 1977 | loss: 0.0312009 | val_loss: 0.0311986 | Time: 1591.94 ms [2021-01-21 11:10:52 main:574] : INFO : Epoch 1978 | loss: 0.0311977 | val_loss: 0.0311975 | Time: 1571.91 ms [2021-01-21 11:10:53 main:574] : INFO : Epoch 1979 | loss: 0.0311971 | val_loss: 0.0312022 | Time: 1567.59 ms [2021-01-21 11:10:55 main:574] : INFO : Epoch 1980 | loss: 0.0311987 | val_loss: 0.031197 | Time: 1581.42 ms [2021-01-21 11:10:56 main:574] : INFO : Epoch 1981 | loss: 0.0311972 | val_loss: 0.0311979 | Time: 1553.51 ms [2021-01-21 11:10:58 main:574] : INFO : Epoch 1982 | loss: 0.0311963 | val_loss: 0.0311965 | Time: 1575.38 ms [2021-01-21 11:11:00 main:574] : INFO : Epoch 1983 | loss: 0.0311971 | val_loss: 0.0312005 | Time: 1592.38 ms [2021-01-21 11:11:01 main:574] : INFO : Epoch 1984 | loss: 0.0311992 | val_loss: 0.0311958 | Time: 1621.87 ms [2021-01-21 11:11:03 main:574] : INFO : Epoch 1985 | loss: 0.0312009 | val_loss: 0.0312018 | Time: 1576.66 ms [2021-01-21 11:11:04 main:574] : INFO : Epoch 1986 | loss: 0.0311982 | val_loss: 0.0311976 | Time: 1576.13 ms [2021-01-21 11:11:06 main:574] : INFO : Epoch 1987 | loss: 0.0311972 | val_loss: 0.0311961 | Time: 1588.48 ms [2021-01-21 11:11:08 main:574] : INFO : Epoch 1988 | loss: 0.0311963 | val_loss: 0.0311947 | Time: 1626.29 ms [2021-01-21 11:11:09 main:574] : INFO : Epoch 1989 | loss: 0.0311969 | val_loss: 0.0311963 | Time: 1570.32 ms [2021-01-21 11:11:11 main:574] : INFO : Epoch 1990 | loss: 0.0311953 | val_loss: 0.0311945 | Time: 1641.44 ms [2021-01-21 11:11:12 main:574] : INFO : Epoch 1991 | loss: 0.031195 | val_loss: 0.0311939 | Time: 1592.9 ms [2021-01-21 11:11:14 main:574] : INFO : Epoch 1992 | loss: 0.031195 | val_loss: 0.0311948 | Time: 1552.12 ms [2021-01-21 11:11:16 main:574] : INFO : Epoch 1993 | loss: 0.0311948 | val_loss: 0.0311949 | Time: 1580.83 ms [2021-01-21 11:11:17 main:574] : INFO : Epoch 1994 | loss: 0.0311971 | val_loss: 0.031194 | Time: 1578.51 ms [2021-01-21 11:11:19 main:574] : INFO : Epoch 1995 | loss: 0.0311959 | val_loss: 0.0312009 | Time: 1648.61 ms [2021-01-21 11:11:20 main:574] : INFO : Epoch 1996 | loss: 0.0311991 | val_loss: 0.0312018 | Time: 1590.58 ms [2021-01-21 11:11:22 main:574] : INFO : Epoch 1997 | loss: 0.0312098 | val_loss: 0.0312088 | Time: 1612.43 ms [2021-01-21 11:11:24 main:574] : INFO : Epoch 1998 | loss: 0.0312113 | val_loss: 0.0312057 | Time: 1618.09 ms [2021-01-21 11:11:25 main:574] : INFO : Epoch 1999 | loss: 0.0312113 | val_loss: 0.0312068 | Time: 1589.36 ms [2021-01-21 11:11:27 main:574] : INFO : Epoch 2000 | loss: 0.0312044 | val_loss: 0.0311995 | Time: 1606.11 ms [2021-01-21 11:11:29 main:574] : INFO : Epoch 2001 | loss: 0.031201 | val_loss: 0.0311974 | Time: 1598.91 ms [2021-01-21 11:11:30 main:574] : INFO : Epoch 2002 | loss: 0.0311994 | val_loss: 0.0311955 | Time: 1545.76 ms [2021-01-21 11:11:32 main:574] : INFO : Epoch 2003 | loss: 0.0311976 | val_loss: 0.0311959 | Time: 1607.08 ms [2021-01-21 11:11:33 main:574] : INFO : Epoch 2004 | loss: 0.0311964 | val_loss: 0.0311945 | Time: 1583.75 ms [2021-01-21 11:11:35 main:574] : INFO : Epoch 2005 | loss: 0.0311975 | val_loss: 0.0311945 | Time: 1577.69 ms [2021-01-21 11:11:36 main:574] : INFO : Epoch 2006 | loss: 0.0311969 | val_loss: 0.0311939 | Time: 1552.86 ms [2021-01-21 11:11:38 main:574] : INFO : Epoch 2007 | loss: 0.0311971 | val_loss: 0.0311954 | Time: 1584.31 ms [2021-01-21 11:11:40 main:574] : INFO : Epoch 2008 | loss: 0.0311985 | val_loss: 0.0311948 | Time: 1597.24 ms [2021-01-21 11:11:41 main:574] : INFO : Epoch 2009 | loss: 0.0311977 | val_loss: 0.0311965 | Time: 1580.8 ms [2021-01-21 11:11:43 main:574] : INFO : Epoch 2010 | loss: 0.0311999 | val_loss: 0.0311964 | Time: 1594.74 ms [2021-01-21 11:11:44 main:574] : INFO : Epoch 2011 | loss: 0.031202 | val_loss: 0.0311994 | Time: 1607.34 ms [2021-01-21 11:11:46 main:574] : INFO : Epoch 2012 | loss: 0.031199 | val_loss: 0.0311961 | Time: 1608.16 ms [2021-01-21 11:11:48 main:574] : INFO : Epoch 2013 | loss: 0.0312003 | val_loss: 0.0311982 | Time: 1591.17 ms [2021-01-21 11:11:49 main:574] : INFO : Epoch 2014 | loss: 0.0311986 | val_loss: 0.0311958 | Time: 1573.21 ms [2021-01-21 11:11:51 main:574] : INFO : Epoch 2015 | loss: 0.031198 | val_loss: 0.0311966 | Time: 1623.13 ms [2021-01-21 11:11:53 main:574] : INFO : Epoch 2016 | loss: 0.031198 | val_loss: 0.0311968 | Time: 1586.44 ms [2021-01-21 11:11:54 main:574] : INFO : Epoch 2017 | loss: 0.0311992 | val_loss: 0.0312035 | Time: 1567.31 ms [2021-01-21 11:11:56 main:574] : INFO : Epoch 2018 | loss: 0.0311984 | val_loss: 0.0311974 | Time: 1601.59 ms [2021-01-21 11:11:57 main:574] : INFO : Epoch 2019 | loss: 0.0311983 | val_loss: 0.0311973 | Time: 1569.99 ms [2021-01-21 11:11:59 main:574] : INFO : Epoch 2020 | loss: 0.0311968 | val_loss: 0.0311987 | Time: 1594.88 ms [2021-01-21 11:12:00 main:574] : INFO : Epoch 2021 | loss: 0.0311994 | val_loss: 0.0311983 | Time: 1567.35 ms [2021-01-21 11:12:02 main:574] : INFO : Epoch 2022 | loss: 0.0311977 | val_loss: 0.0311976 | Time: 1604.21 ms [2021-01-21 11:12:04 main:574] : INFO : Epoch 2023 | loss: 0.0311979 | val_loss: 0.0311973 | Time: 1595.56 ms [2021-01-21 11:12:05 main:574] : INFO : Epoch 2024 | loss: 0.0311974 | val_loss: 0.0311971 | Time: 1555.47 ms [2021-01-21 11:12:07 main:574] : INFO : Epoch 2025 | loss: 0.0311982 | val_loss: 0.031198 | Time: 1572.16 ms [2021-01-21 11:12:08 main:574] : INFO : Epoch 2026 | loss: 0.031199 | val_loss: 0.0312011 | Time: 1550.94 ms [2021-01-21 11:12:10 main:574] : INFO : Epoch 2027 | loss: 0.0311999 | val_loss: 0.0311983 | Time: 1564.65 ms [2021-01-21 11:12:12 main:574] : INFO : Epoch 2028 | loss: 0.0311974 | val_loss: 0.0311973 | Time: 1637.44 ms [2021-01-21 11:12:13 main:574] : INFO : Epoch 2029 | loss: 0.0311971 | val_loss: 0.0311986 | Time: 1581.49 ms [2021-01-21 11:12:15 main:574] : INFO : Epoch 2030 | loss: 0.0311973 | val_loss: 0.0311974 | Time: 1620.1 ms [2021-01-21 11:12:16 main:574] : INFO : Epoch 2031 | loss: 0.0311967 | val_loss: 0.0311989 | Time: 1621.6 ms [2021-01-21 11:12:18 main:574] : INFO : Epoch 2032 | loss: 0.0311999 | val_loss: 0.0311985 | Time: 1590.37 ms [2021-01-21 11:12:20 main:574] : INFO : Epoch 2033 | loss: 0.0311987 | val_loss: 0.031198 | Time: 1604.59 ms [2021-01-21 11:12:21 main:574] : INFO : Epoch 2034 | loss: 0.0311976 | val_loss: 0.0311964 | Time: 1582.44 ms [2021-01-21 11:12:23 main:574] : INFO : Epoch 2035 | loss: 0.0311991 | val_loss: 0.0311982 | Time: 1582.2 ms [2021-01-21 11:12:24 main:574] : INFO : Epoch 2036 | loss: 0.031202 | val_loss: 0.0311999 | Time: 1575.93 ms [2021-01-21 11:12:26 main:574] : INFO : Epoch 2037 | loss: 0.0311992 | val_loss: 0.0311984 | Time: 1548.33 ms [2021-01-21 11:12:28 main:574] : INFO : Epoch 2038 | loss: 0.0311973 | val_loss: 0.0311985 | Time: 1573.79 ms [2021-01-21 11:12:29 main:574] : INFO : Epoch 2039 | loss: 0.0311978 | val_loss: 0.0312019 | Time: 1571.25 ms [2021-01-21 11:12:31 main:574] : INFO : Epoch 2040 | loss: 0.0311997 | val_loss: 0.0311984 | Time: 1609.01 ms [2021-01-21 11:12:32 main:574] : INFO : Epoch 2041 | loss: 0.0311984 | val_loss: 0.0311985 | Time: 1607.85 ms [2021-01-21 11:12:34 main:574] : INFO : Epoch 2042 | loss: 0.0312008 | val_loss: 0.0311977 | Time: 1582.05 ms [2021-01-21 11:12:36 main:574] : INFO : Epoch 2043 | loss: 0.0312005 | val_loss: 0.0311975 | Time: 1576.62 ms [2021-01-21 11:12:37 main:574] : INFO : Epoch 2044 | loss: 0.0311989 | val_loss: 0.0311994 | Time: 1598.1 ms [2021-01-21 11:12:39 main:574] : INFO : Epoch 2045 | loss: 0.0311983 | val_loss: 0.0311968 | Time: 1538.26 ms [2021-01-21 11:12:40 main:574] : INFO : Epoch 2046 | loss: 0.0312026 | val_loss: 0.0312149 | Time: 1537.15 ms [2021-01-21 11:12:42 main:574] : INFO : Epoch 2047 | loss: 0.031214 | val_loss: 0.0312153 | Time: 1596.92 ms [2021-01-21 11:12:43 main:574] : INFO : Epoch 2048 | loss: 0.031213 | val_loss: 0.0312148 | Time: 1565.35 ms [2021-01-21 11:12:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312148 [2021-01-21 11:12:43 main:603] : INFO : Saving end state to config to file [2021-01-21 11:12:44 main:608] : INFO : Success, exiting.. 11:12:44 (7148): 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)