Task 4449352
| Name | ParityMachine-1612383265-23242-6_0 |
| Workunit | 2500115 |
| Created | 17 Mar 2021, 14:48:37 UTC |
| Sent | 31 Mar 2021, 5:48:45 UTC |
| Report deadline | 7 Apr 2021, 5:48:45 UTC |
| Received | 31 Mar 2021, 16:54:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 51 min 26 sec |
| CPU time | 51 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,499.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 581] : INFO : Epoch 1538 | loss: 0.0311889 | val_loss: 0.0311909 | Time: 1474.82 ms [2021-03-31 12:42:26 main:581] : INFO : Epoch 1539 | loss: 0.0311882 | val_loss: 0.0311916 | Time: 1535.16 ms [2021-03-31 12:42:27 main:581] : INFO : Epoch 1540 | loss: 0.0311874 | val_loss: 0.0311908 | Time: 1501.56 ms [2021-03-31 12:42:29 main:581] : INFO : Epoch 1541 | loss: 0.0311872 | val_loss: 0.0311914 | Time: 1509.33 ms [2021-03-31 12:42:30 main:581] : INFO : Epoch 1542 | loss: 0.0311872 | val_loss: 0.0311919 | Time: 1535.75 ms [2021-03-31 12:42:32 main:581] : INFO : Epoch 1543 | loss: 0.0311873 | val_loss: 0.031192 | Time: 1495.03 ms [2021-03-31 12:42:33 main:581] : INFO : Epoch 1544 | loss: 0.0311865 | val_loss: 0.0311915 | Time: 1555.52 ms [2021-03-31 12:42:35 main:581] : INFO : Epoch 1545 | loss: 0.0311869 | val_loss: 0.0311905 | Time: 1544.02 ms [2021-03-31 12:42:36 main:581] : INFO : Epoch 1546 | loss: 0.0311861 | val_loss: 0.031191 | Time: 1478.08 ms [2021-03-31 12:42:38 main:581] : INFO : Epoch 1547 | loss: 0.0311859 | val_loss: 0.0311907 | Time: 1469.92 ms [2021-03-31 12:42:39 main:581] : INFO : Epoch 1548 | loss: 0.0311869 | val_loss: 0.0311908 | Time: 1427.38 ms [2021-03-31 12:42:41 main:581] : INFO : Epoch 1549 | loss: 0.0311862 | val_loss: 0.0311901 | Time: 1567.55 ms [2021-03-31 12:42:42 main:581] : INFO : Epoch 1550 | loss: 0.0311855 | val_loss: 0.0311923 | Time: 1525.52 ms [2021-03-31 12:42:44 main:581] : INFO : Epoch 1551 | loss: 0.0311876 | val_loss: 0.031192 | Time: 1493.92 ms [2021-03-31 12:42:45 main:581] : INFO : Epoch 1552 | loss: 0.0311869 | val_loss: 0.0311916 | Time: 1464.83 ms [2021-03-31 12:42:47 main:581] : INFO : Epoch 1553 | loss: 0.0311878 | val_loss: 0.0311939 | Time: 1564.16 ms [2021-03-31 12:42:48 main:581] : INFO : Epoch 1554 | loss: 0.0311885 | val_loss: 0.0311948 | Time: 1502.99 ms [2021-03-31 12:42:50 main:581] : INFO : Epoch 1555 | loss: 0.0311871 | val_loss: 0.0311919 | Time: 1494.16 ms [2021-03-31 12:42:51 main:581] : INFO : Epoch 1556 | loss: 0.0311857 | val_loss: 0.0311913 | Time: 1546.64 ms [2021-03-31 12:42:53 main:581] : INFO : Epoch 1557 | loss: 0.0311851 | val_loss: 0.0311914 | Time: 1461.75 ms [2021-03-31 12:42:54 main:581] : INFO : Epoch 1558 | loss: 0.0311861 | val_loss: 0.0311913 | Time: 1434.25 ms [2021-03-31 12:42:56 main:581] : INFO : Epoch 1559 | loss: 0.0311856 | val_loss: 0.0311899 | Time: 1495.15 ms [2021-03-31 12:42:57 main:581] : INFO : Epoch 1560 | loss: 0.0311848 | val_loss: 0.0311912 | Time: 1533.58 ms [2021-03-31 12:42:59 main:581] : INFO : Epoch 1561 | loss: 0.0311857 | val_loss: 0.0311899 | Time: 1428.33 ms [2021-03-31 12:43:00 main:581] : INFO : Epoch 1562 | loss: 0.0311852 | val_loss: 0.0311909 | Time: 1445.33 ms [2021-03-31 12:43:02 main:581] : INFO : Epoch 1563 | loss: 0.0311851 | val_loss: 0.03119 | Time: 1511.62 ms [2021-03-31 12:43:03 main:581] : INFO : Epoch 1564 | loss: 0.0311847 | val_loss: 0.0311903 | Time: 1430.41 ms [2021-03-31 12:43:05 main:581] : INFO : Epoch 1565 | loss: 0.0311852 | val_loss: 0.0311903 | Time: 1493.47 ms [2021-03-31 12:43:06 main:581] : INFO : Epoch 1566 | loss: 0.0311857 | val_loss: 0.0311898 | Time: 1560.51 ms [2021-03-31 12:43:08 main:581] : INFO : Epoch 1567 | loss: 0.0311849 | val_loss: 0.03119 | Time: 1503.57 ms [2021-03-31 12:43:09 main:581] : INFO : Epoch 1568 | loss: 0.0311841 | val_loss: 0.0311898 | Time: 1498.49 ms [2021-03-31 12:43:11 main:581] : INFO : Epoch 1569 | loss: 0.031184 | val_loss: 0.0311898 | Time: 1497.81 ms [2021-03-31 12:43:12 main:581] : INFO : Epoch 1570 | loss: 0.0311838 | val_loss: 0.0311898 | Time: 1473.94 ms [2021-03-31 12:43:14 main:581] : INFO : Epoch 1571 | loss: 0.0311847 | val_loss: 0.0311905 | Time: 1509.06 ms [2021-03-31 12:43:15 main:581] : INFO : Epoch 1572 | loss: 0.0311844 | val_loss: 0.0311892 | Time: 1532.9 ms [2021-03-31 12:43:17 main:581] : INFO : Epoch 1573 | loss: 0.0311833 | val_loss: 0.0311899 | Time: 1514.3 ms [2021-03-31 12:43:18 main:581] : INFO : Epoch 1574 | loss: 0.0311829 | val_loss: 0.0311907 | Time: 1442.42 ms [2021-03-31 12:43:20 main:581] : INFO : Epoch 1575 | loss: 0.0311833 | val_loss: 0.031189 | Time: 1441 ms [2021-03-31 12:43:21 main:581] : INFO : Epoch 1576 | loss: 0.0311836 | val_loss: 0.0311885 | Time: 1481.04 ms [2021-03-31 12:43:23 main:581] : INFO : Epoch 1577 | loss: 0.0311843 | val_loss: 0.0311881 | Time: 1454.95 ms [2021-03-31 12:43:24 main:581] : INFO : Epoch 1578 | loss: 0.0311839 | val_loss: 0.0311898 | Time: 1516.98 ms [2021-03-31 12:43:26 main:581] : INFO : Epoch 1579 | loss: 0.0311847 | val_loss: 0.0311896 | Time: 1522.08 ms [2021-03-31 12:43:27 main:581] : INFO : Epoch 1580 | loss: 0.0311844 | val_loss: 0.0311902 | Time: 1491.98 ms [2021-03-31 12:43:29 main:581] : INFO : Epoch 1581 | loss: 0.0311835 | val_loss: 0.0311891 | Time: 1475.4 ms [2021-03-31 12:43:30 main:581] : INFO : Epoch 1582 | loss: 0.031183 | val_loss: 0.0311896 | Time: 1474.95 ms [2021-03-31 12:43:32 main:581] : INFO : Epoch 1583 | loss: 0.0311828 | val_loss: 0.0311895 | Time: 1456.39 ms [2021-03-31 12:43:33 main:581] : INFO : Epoch 1584 | loss: 0.0311835 | val_loss: 0.0311896 | Time: 1449.05 ms [2021-03-31 12:43:34 main:581] : INFO : Epoch 1585 | loss: 0.0311826 | val_loss: 0.0311888 | Time: 1443.16 ms [2021-03-31 12:43:36 main:581] : INFO : Epoch 1586 | loss: 0.0311828 | val_loss: 0.0311898 | Time: 1454.93 ms [2021-03-31 12:43:37 main:581] : INFO : Epoch 1587 | loss: 0.0311835 | val_loss: 0.0311911 | Time: 1564.72 ms [2021-03-31 12:43:39 main:581] : INFO : Epoch 1588 | loss: 0.0311832 | val_loss: 0.0311888 | Time: 1544.31 ms [2021-03-31 12:43:41 main:581] : INFO : Epoch 1589 | loss: 0.0311822 | val_loss: 0.0311889 | Time: 1532.74 ms [2021-03-31 12:43:42 main:581] : INFO : Epoch 1590 | loss: 0.0311824 | val_loss: 0.0311891 | Time: 1437.87 ms [2021-03-31 12:43:43 main:581] : INFO : Epoch 1591 | loss: 0.0311824 | val_loss: 0.0311897 | Time: 1504.66 ms [2021-03-31 12:43:45 main:581] : INFO : Epoch 1592 | loss: 0.0311824 | val_loss: 0.0311888 | Time: 1522.02 ms [2021-03-31 12:43:47 main:581] : INFO : Epoch 1593 | loss: 0.031182 | val_loss: 0.0311882 | Time: 1590.36 ms [2021-03-31 12:43:48 main:581] : INFO : Epoch 1594 | loss: 0.0311823 | val_loss: 0.0311944 | Time: 1607.96 ms [2021-03-31 12:43:50 main:581] : INFO : Epoch 1595 | loss: 0.0311825 | val_loss: 0.0311875 | Time: 1574.84 ms [2021-03-31 12:43:51 main:581] : INFO : Epoch 1596 | loss: 0.0311818 | val_loss: 0.0311893 | Time: 1468.6 ms [2021-03-31 12:43:53 main:581] : INFO : Epoch 1597 | loss: 0.0311819 | val_loss: 0.0311896 | Time: 1466.08 ms [2021-03-31 12:43:54 main:581] : INFO : Epoch 1598 | loss: 0.0311813 | val_loss: 0.0311882 | Time: 1571.85 ms [2021-03-31 12:43:56 main:581] : INFO : Epoch 1599 | loss: 0.0311812 | val_loss: 0.0311893 | Time: 1496.42 ms [2021-03-31 12:43:57 main:581] : INFO : Epoch 1600 | loss: 0.0311812 | val_loss: 0.0311877 | Time: 1510.04 ms [2021-03-31 12:43:59 main:581] : INFO : Epoch 1601 | loss: 0.0311814 | val_loss: 0.0311875 | Time: 1511.17 ms [2021-03-31 12:44:00 main:581] : INFO : Epoch 1602 | loss: 0.0311811 | val_loss: 0.0311883 | Time: 1448.34 ms [2021-03-31 12:44:02 main:581] : INFO : Epoch 1603 | loss: 0.031182 | val_loss: 0.031188 | Time: 1513.53 ms [2021-03-31 12:44:03 main:581] : INFO : Epoch 1604 | loss: 0.0311827 | val_loss: 0.0311909 | Time: 1553.12 ms [2021-03-31 12:44:05 main:581] : INFO : Epoch 1605 | loss: 0.0311839 | val_loss: 0.0311883 | Time: 1561.71 ms [2021-03-31 12:44:06 main:581] : INFO : Epoch 1606 | loss: 0.0311813 | val_loss: 0.0311891 | Time: 1542.94 ms [2021-03-31 12:44:08 main:581] : INFO : Epoch 1607 | loss: 0.0311816 | val_loss: 0.031188 | Time: 1448.82 ms [2021-03-31 12:44:09 main:581] : INFO : Epoch 1608 | loss: 0.0311815 | val_loss: 0.0311879 | Time: 1513 ms [2021-03-31 12:44:11 main:581] : INFO : Epoch 1609 | loss: 0.0311819 | val_loss: 0.0311943 | Time: 1498.08 ms [2021-03-31 12:44:12 main:581] : INFO : Epoch 1610 | loss: 0.031184 | val_loss: 0.0311887 | Time: 1543.43 ms [2021-03-31 12:44:14 main:581] : INFO : Epoch 1611 | loss: 0.0311808 | val_loss: 0.0311878 | Time: 1503.75 ms [2021-03-31 12:44:15 main:581] : INFO : Epoch 1612 | loss: 0.0311813 | val_loss: 0.0311907 | Time: 1459.98 ms [2021-03-31 12:44:17 main:581] : INFO : Epoch 1613 | loss: 0.0311809 | val_loss: 0.0311903 | Time: 1471 ms [2021-03-31 12:44:18 main:581] : INFO : Epoch 1614 | loss: 0.0311843 | val_loss: 0.0311939 | Time: 1505.01 ms [2021-03-31 12:44:20 main:581] : INFO : Epoch 1615 | loss: 0.0311822 | val_loss: 0.0311903 | Time: 1420.27 ms [2021-03-31 12:44:21 main:581] : INFO : Epoch 1616 | loss: 0.0311805 | val_loss: 0.0311878 | Time: 1588.15 ms [2021-03-31 12:44:23 main:581] : INFO : Epoch 1617 | loss: 0.0311807 | val_loss: 0.0311865 | Time: 1495.53 ms [2021-03-31 12:44:24 main:581] : INFO : Epoch 1618 | loss: 0.0311803 | val_loss: 0.0311878 | Time: 1566.92 ms [2021-03-31 12:44:26 main:581] : INFO : Epoch 1619 | loss: 0.0311805 | val_loss: 0.031188 | Time: 1604.91 ms [2021-03-31 12:44:28 main:581] : INFO : Epoch 1620 | loss: 0.0311815 | val_loss: 0.0311926 | Time: 1479.01 ms [2021-03-31 12:44:29 main:581] : INFO : Epoch 1621 | loss: 0.0311814 | val_loss: 0.0311867 | Time: 1515.44 ms [2021-03-31 12:44:31 main:581] : INFO : Epoch 1622 | loss: 0.0311795 | val_loss: 0.0311874 | Time: 1585.01 ms [2021-03-31 12:44:32 main:581] : INFO : Epoch 1623 | loss: 0.0311804 | val_loss: 0.0311912 | Time: 1511.85 ms [2021-03-31 12:44:34 main:581] : INFO : Epoch 1624 | loss: 0.0311833 | val_loss: 0.0311953 | Time: 1604.47 ms [2021-03-31 12:44:35 main:581] : INFO : Epoch 1625 | loss: 0.0311829 | val_loss: 0.0311899 | Time: 1576.29 ms [2021-03-31 12:44:37 main:581] : INFO : Epoch 1626 | loss: 0.03118 | val_loss: 0.0311875 | Time: 1558.65 ms [2021-03-31 12:44:38 main:581] : INFO : Epoch 1627 | loss: 0.0311804 | val_loss: 0.0311893 | Time: 1466.15 ms [2021-03-31 12:44:40 main:581] : INFO : Epoch 1628 | loss: 0.0311814 | val_loss: 0.0311869 | Time: 1470.23 ms [2021-03-31 12:44:41 main:581] : INFO : Epoch 1629 | loss: 0.0311794 | val_loss: 0.0311881 | Time: 1548.75 ms [2021-03-31 12:44:43 main:581] : INFO : Epoch 1630 | loss: 0.0311819 | val_loss: 0.0311879 | Time: 1469.93 ms [2021-03-31 12:44:44 main:581] : INFO : Epoch 1631 | loss: 0.0311816 | val_loss: 0.0311873 | Time: 1479.4 ms [2021-03-31 12:44:46 main:581] : INFO : Epoch 1632 | loss: 0.0311812 | val_loss: 0.0311867 | Time: 1476.99 ms [2021-03-31 12:44:47 main:581] : INFO : Epoch 1633 | loss: 0.03118 | val_loss: 0.0311865 | Time: 1572.2 ms [2021-03-31 12:44:49 main:581] : INFO : Epoch 1634 | loss: 0.0311799 | val_loss: 0.0311874 | Time: 1546.87 ms [2021-03-31 12:44:50 main:581] : INFO : Epoch 1635 | loss: 0.0311795 | val_loss: 0.0311869 | Time: 1559.67 ms [2021-03-31 12:44:52 main:581] : INFO : Epoch 1636 | loss: 0.0311799 | val_loss: 0.031189 | Time: 1520.73 ms [2021-03-31 12:44:53 main:581] : INFO : Epoch 1637 | loss: 0.0311808 | val_loss: 0.0311927 | Time: 1476.34 ms [2021-03-31 12:44:55 main:581] : INFO : Epoch 1638 | loss: 0.0311824 | val_loss: 0.0311878 | Time: 1503.63 ms [2021-03-31 12:44:57 main:581] : INFO : Epoch 1639 | loss: 0.0311811 | val_loss: 0.0311872 | Time: 1544.45 ms [2021-03-31 12:44:58 main:581] : INFO : Epoch 1640 | loss: 0.0311815 | val_loss: 0.0311923 | Time: 1499.9 ms [2021-03-31 12:45:00 main:581] : INFO : Epoch 1641 | loss: 0.0311827 | val_loss: 0.0311874 | Time: 1496.56 ms [2021-03-31 12:45:01 main:581] : INFO : Epoch 1642 | loss: 0.0311797 | val_loss: 0.0311869 | Time: 1490.88 ms [2021-03-31 12:45:02 main:581] : INFO : Epoch 1643 | loss: 0.0311796 | val_loss: 0.0311862 | Time: 1466.07 ms [2021-03-31 12:45:04 main:581] : INFO : Epoch 1644 | loss: 0.0311806 | val_loss: 0.0311869 | Time: 1447.74 ms [2021-03-31 12:45:05 main:581] : INFO : Epoch 1645 | loss: 0.0311798 | val_loss: 0.0311871 | Time: 1465.14 ms [2021-03-31 12:45:07 main:581] : INFO : Epoch 1646 | loss: 0.0311812 | val_loss: 0.0311924 | Time: 1394.21 ms [2021-03-31 12:45:08 main:581] : INFO : Epoch 1647 | loss: 0.0311828 | val_loss: 0.0311902 | Time: 1392.39 ms [2021-03-31 12:45:10 main:581] : INFO : Epoch 1648 | loss: 0.0311807 | val_loss: 0.0311883 | Time: 1490.88 ms [2021-03-31 12:45:11 main:581] : INFO : Epoch 1649 | loss: 0.0311799 | val_loss: 0.031187 | Time: 1454.09 ms [2021-03-31 12:45:13 main:581] : INFO : Epoch 1650 | loss: 0.0311803 | val_loss: 0.031188 | Time: 1416.66 ms [2021-03-31 12:45:14 main:581] : INFO : Epoch 1651 | loss: 0.0311813 | val_loss: 0.0311908 | Time: 1461.98 ms [2021-03-31 12:45:15 main:581] : INFO : Epoch 1652 | loss: 0.0311794 | val_loss: 0.0311881 | Time: 1485.48 ms [2021-03-31 12:45:17 main:581] : INFO : Epoch 1653 | loss: 0.03118 | val_loss: 0.0311861 | Time: 1443.52 ms [2021-03-31 12:45:18 main:581] : INFO : Epoch 1654 | loss: 0.0311791 | val_loss: 0.0311838 | Time: 1417.76 ms [2021-03-31 12:45:20 main:581] : INFO : Epoch 1655 | loss: 0.0311791 | val_loss: 0.0311847 | Time: 1393.82 ms [2021-03-31 12:45:21 main:581] : INFO : Epoch 1656 | loss: 0.0311786 | val_loss: 0.0311836 | Time: 1471.52 ms [2021-03-31 12:45:23 main:581] : INFO : Epoch 1657 | loss: 0.0311791 | val_loss: 0.0311839 | Time: 1464.1 ms [2021-03-31 12:45:24 main:581] : INFO : Epoch 1658 | loss: 0.0311792 | val_loss: 0.0311834 | Time: 1414.54 ms [2021-03-31 12:45:25 main:581] : INFO : Epoch 1659 | loss: 0.0311801 | val_loss: 0.0311868 | Time: 1394.15 ms [2021-03-31 12:45:27 main:581] : INFO : Epoch 1660 | loss: 0.0311809 | val_loss: 0.0311837 | Time: 1381.2 ms [2021-03-31 12:45:28 main:581] : INFO : Epoch 1661 | loss: 0.0311791 | val_loss: 0.0311851 | Time: 1445.94 ms [2021-03-31 12:45:30 main:581] : INFO : Epoch 1662 | loss: 0.0311798 | val_loss: 0.0311854 | Time: 1430.1 ms [2021-03-31 12:45:31 main:581] : INFO : Epoch 1663 | loss: 0.0311793 | val_loss: 0.0311877 | Time: 1398.67 ms [2021-03-31 12:45:33 main:581] : INFO : Epoch 1664 | loss: 0.0311805 | val_loss: 0.031187 | Time: 1410.95 ms [2021-03-31 12:45:34 main:581] : INFO : Epoch 1665 | loss: 0.0311817 | val_loss: 0.0311863 | Time: 1527.1 ms [2021-03-31 12:45:36 main:581] : INFO : Epoch 1666 | loss: 0.0311812 | val_loss: 0.031187 | Time: 1419.04 ms [2021-03-31 12:45:37 main:581] : INFO : Epoch 1667 | loss: 0.0311843 | val_loss: 0.0311933 | Time: 1380.49 ms [2021-03-31 12:45:38 main:581] : INFO : Epoch 1668 | loss: 0.0311875 | val_loss: 0.03119 | Time: 1388.93 ms [2021-03-31 12:45:40 main:581] : INFO : Epoch 1669 | loss: 0.0311861 | val_loss: 0.0311853 | Time: 1380.84 ms [2021-03-31 12:45:41 main:581] : INFO : Epoch 1670 | loss: 0.0311808 | val_loss: 0.0311865 | Time: 1396.74 ms [2021-03-31 12:45:42 main:581] : INFO : Epoch 1671 | loss: 0.0311801 | val_loss: 0.0311857 | Time: 1440.53 ms [2021-03-31 12:45:44 main:581] : INFO : Epoch 1672 | loss: 0.0311809 | val_loss: 0.0311851 | Time: 1401.25 ms [2021-03-31 12:45:45 main:581] : INFO : Epoch 1673 | loss: 0.0311803 | val_loss: 0.0311868 | Time: 1440.54 ms [2021-03-31 12:45:47 main:581] : INFO : Epoch 1674 | loss: 0.0311798 | val_loss: 0.0311827 | Time: 1445.39 ms [2021-03-31 12:45:48 main:581] : INFO : Epoch 1675 | loss: 0.0311792 | val_loss: 0.0311841 | Time: 1415.69 ms [2021-03-31 12:45:50 main:581] : INFO : Epoch 1676 | loss: 0.0311791 | val_loss: 0.0311837 | Time: 1413.66 ms [2021-03-31 12:45:51 main:581] : INFO : Epoch 1677 | loss: 0.0311796 | val_loss: 0.0311836 | Time: 1396.32 ms [2021-03-31 12:45:52 main:581] : INFO : Epoch 1678 | loss: 0.0311787 | val_loss: 0.0311853 | Time: 1431.91 ms [2021-03-31 12:45:54 main:581] : INFO : Epoch 1679 | loss: 0.0311794 | val_loss: 0.0311827 | Time: 1405.3 ms [2021-03-31 12:45:55 main:581] : INFO : Epoch 1680 | loss: 0.031178 | val_loss: 0.0311826 | Time: 1397.26 ms [2021-03-31 12:45:57 main:581] : INFO : Epoch 1681 | loss: 0.0311781 | val_loss: 0.0311827 | Time: 1387.26 ms [2021-03-31 12:45:58 main:581] : INFO : Epoch 1682 | loss: 0.0311788 | val_loss: 0.0311835 | Time: 1426.88 ms [2021-03-31 12:45:59 main:581] : INFO : Epoch 1683 | loss: 0.0311804 | val_loss: 0.0311881 | Time: 1382.36 ms [2021-03-31 12:46:01 main:581] : INFO : Epoch 1684 | loss: 0.031181 | val_loss: 0.0311841 | Time: 1395.92 ms [2021-03-31 12:46:02 main:581] : INFO : Epoch 1685 | loss: 0.031178 | val_loss: 0.0311885 | Time: 1381.62 ms [2021-03-31 12:46:04 main:581] : INFO : Epoch 1686 | loss: 0.0311815 | val_loss: 0.031191 | Time: 1385.17 ms [2021-03-31 12:46:05 main:581] : INFO : Epoch 1687 | loss: 0.0311814 | val_loss: 0.0311847 | Time: 1384.77 ms [2021-03-31 12:46:06 main:581] : INFO : Epoch 1688 | loss: 0.0311789 | val_loss: 0.0311834 | Time: 1383.97 ms [2021-03-31 12:46:08 main:581] : INFO : Epoch 1689 | loss: 0.0311784 | val_loss: 0.0311899 | Time: 1387.32 ms [2021-03-31 12:46:09 main:581] : INFO : Epoch 1690 | loss: 0.0311786 | val_loss: 0.031185 | Time: 1399.95 ms [2021-03-31 12:46:11 main:581] : INFO : Epoch 1691 | loss: 0.0311783 | val_loss: 0.0311846 | Time: 1409.42 ms [2021-03-31 12:46:12 main:581] : INFO : Epoch 1692 | loss: 0.0311781 | val_loss: 0.0311884 | Time: 1439.9 ms [2021-03-31 12:46:13 main:581] : INFO : Epoch 1693 | loss: 0.031179 | val_loss: 0.0311846 | Time: 1419.6 ms [2021-03-31 12:46:15 main:581] : INFO : Epoch 1694 | loss: 0.0311793 | val_loss: 0.0311843 | Time: 1414.96 ms [2021-03-31 12:46:16 main:581] : INFO : Epoch 1695 | loss: 0.0311784 | val_loss: 0.0311853 | Time: 1405.99 ms [2021-03-31 12:46:18 main:581] : INFO : Epoch 1696 | loss: 0.0311784 | val_loss: 0.0311862 | Time: 1418.67 ms [2021-03-31 12:46:19 main:581] : INFO : Epoch 1697 | loss: 0.0311811 | val_loss: 0.0311894 | Time: 1394.53 ms [2021-03-31 12:46:20 main:581] : INFO : Epoch 1698 | loss: 0.0311833 | val_loss: 0.0311887 | Time: 1387.3 ms [2021-03-31 12:46:22 main:581] : INFO : Epoch 1699 | loss: 0.0311823 | val_loss: 0.031187 | Time: 1411.97 ms [2021-03-31 12:46:23 main:581] : INFO : Epoch 1700 | loss: 0.0311789 | val_loss: 0.0311841 | Time: 1391.61 ms [2021-03-31 12:46:25 main:581] : INFO : Epoch 1701 | loss: 0.0311785 | val_loss: 0.0311855 | Time: 1380.64 ms [2021-03-31 12:46:26 main:581] : INFO : Epoch 1702 | loss: 0.0311788 | val_loss: 0.0311858 | Time: 1425.73 ms [2021-03-31 12:46:27 main:581] : INFO : Epoch 1703 | loss: 0.031178 | val_loss: 0.031183 | Time: 1439.26 ms [2021-03-31 12:46:29 main:581] : INFO : Epoch 1704 | loss: 0.0311797 | val_loss: 0.0311861 | Time: 1396.96 ms [2021-03-31 12:46:30 main:581] : INFO : Epoch 1705 | loss: 0.031181 | val_loss: 0.0311835 | Time: 1397.04 ms [2021-03-31 12:46:32 main:581] : INFO : Epoch 1706 | loss: 0.0311782 | val_loss: 0.0311847 | Time: 1405.04 ms [2021-03-31 12:46:33 main:581] : INFO : Epoch 1707 | loss: 0.0311775 | val_loss: 0.0311854 | Time: 1438.18 ms [2021-03-31 12:46:35 main:581] : INFO : Epoch 1708 | loss: 0.0311784 | val_loss: 0.0311853 | Time: 1436.71 ms [2021-03-31 12:46:36 main:581] : INFO : Epoch 1709 | loss: 0.0311787 | val_loss: 0.0311861 | Time: 1412.94 ms [2021-03-31 12:46:37 main:581] : INFO : Epoch 1710 | loss: 0.0311763 | val_loss: 0.0311859 | Time: 1438.87 ms [2021-03-31 12:46:39 main:581] : INFO : Epoch 1711 | loss: 0.0311787 | val_loss: 0.0311897 | Time: 1391.52 ms [2021-03-31 12:46:40 main:581] : INFO : Epoch 1712 | loss: 0.0311816 | val_loss: 0.0311829 | Time: 1384.29 ms [2021-03-31 12:46:42 main:581] : INFO : Epoch 1713 | loss: 0.0311777 | val_loss: 0.0311825 | Time: 1390.44 ms [2021-03-31 12:46:43 main:581] : INFO : Epoch 1714 | loss: 0.0311759 | val_loss: 0.0311812 | Time: 1415.77 ms [2021-03-31 12:46:44 main:581] : INFO : Epoch 1715 | loss: 0.0311809 | val_loss: 0.0311851 | Time: 1395.54 ms [2021-03-31 12:46:46 main:581] : INFO : Epoch 1716 | loss: 0.0311782 | val_loss: 0.0312008 | Time: 1392.29 ms [2021-03-31 12:46:47 main:581] : INFO : Epoch 1717 | loss: 0.0311791 | val_loss: 0.0311818 | Time: 1386.88 ms [2021-03-31 12:46:49 main:581] : INFO : Epoch 1718 | loss: 0.031175 | val_loss: 0.0311805 | Time: 1397.26 ms [2021-03-31 12:46:50 main:581] : INFO : Epoch 1719 | loss: 0.0311748 | val_loss: 0.0311807 | Time: 1425.73 ms [2021-03-31 12:46:52 main:581] : INFO : Epoch 1720 | loss: 0.0311743 | val_loss: 0.0311797 | Time: 1591.05 ms [2021-03-31 12:46:53 main:581] : INFO : Epoch 1721 | loss: 0.0311744 | val_loss: 0.0311815 | Time: 1425.15 ms [2021-03-31 12:46:54 main:581] : INFO : Epoch 1722 | loss: 0.0311741 | val_loss: 0.0311807 | Time: 1401.05 ms [2021-03-31 12:46:56 main:581] : INFO : Epoch 1723 | loss: 0.0311773 | val_loss: 0.0311824 | Time: 1386.06 ms [2021-03-31 12:46:57 main:581] : INFO : Epoch 1724 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 1386.7 ms [2021-03-31 12:46:59 main:581] : INFO : Epoch 1725 | loss: 0.0311741 | val_loss: 0.0311806 | Time: 1396.28 ms [2021-03-31 12:47:00 main:581] : INFO : Epoch 1726 | loss: 0.0311742 | val_loss: 0.0311813 | Time: 1421.36 ms [2021-03-31 12:47:01 main:581] : INFO : Epoch 1727 | loss: 0.0311764 | val_loss: 0.0311848 | Time: 1443.77 ms [2021-03-31 12:47:03 main:581] : INFO : Epoch 1728 | loss: 0.0311784 | val_loss: 0.0311833 | Time: 1404.94 ms [2021-03-31 12:47:04 main:581] : INFO : Epoch 1729 | loss: 0.0311747 | val_loss: 0.0311819 | Time: 1390.7 ms [2021-03-31 12:47:06 main:581] : INFO : Epoch 1730 | loss: 0.0311751 | val_loss: 0.0311845 | Time: 1408.17 ms [2021-03-31 12:47:07 main:581] : INFO : Epoch 1731 | loss: 0.0311771 | val_loss: 0.0311825 | Time: 1541.38 ms [2021-03-31 12:47:09 main:581] : INFO : Epoch 1732 | loss: 0.0311759 | val_loss: 0.0311801 | Time: 1473.66 ms [2021-03-31 12:47:10 main:581] : INFO : Epoch 1733 | loss: 0.0311748 | val_loss: 0.0311818 | Time: 1410.02 ms [2021-03-31 12:47:12 main:581] : INFO : Epoch 1734 | loss: 0.0311742 | val_loss: 0.0311801 | Time: 1422.86 ms [2021-03-31 12:47:13 main:581] : INFO : Epoch 1735 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 1411.76 ms [2021-03-31 12:47:14 main:581] : INFO : Epoch 1736 | loss: 0.0311745 | val_loss: 0.0311826 | Time: 1393.52 ms [2021-03-31 12:47:16 main:581] : INFO : Epoch 1737 | loss: 0.0311755 | val_loss: 0.0311871 | Time: 1413.46 ms [2021-03-31 12:47:17 main:581] : INFO : Epoch 1738 | loss: 0.0311784 | val_loss: 0.0311857 | Time: 1390.76 ms [2021-03-31 12:47:19 main:581] : INFO : Epoch 1739 | loss: 0.0311761 | val_loss: 0.0311821 | Time: 1417.34 ms [2021-03-31 12:47:20 main:581] : INFO : Epoch 1740 | loss: 0.0311742 | val_loss: 0.0311813 | Time: 1382.54 ms [2021-03-31 12:47:21 main:581] : INFO : Epoch 1741 | loss: 0.0311775 | val_loss: 0.0311815 | Time: 1445.4 ms [2021-03-31 12:47:23 main:581] : INFO : Epoch 1742 | loss: 0.0311759 | val_loss: 0.0311897 | Time: 1396.41 ms [2021-03-31 12:47:24 main:581] : INFO : Epoch 1743 | loss: 0.0311783 | val_loss: 0.0311894 | Time: 1394.15 ms [2021-03-31 12:47:26 main:581] : INFO : Epoch 1744 | loss: 0.0311784 | val_loss: 0.0311829 | Time: 1382.48 ms [2021-03-31 12:47:27 main:581] : INFO : Epoch 1745 | loss: 0.0311759 | val_loss: 0.0311815 | Time: 1380.88 ms [2021-03-31 12:47:28 main:581] : INFO : Epoch 1746 | loss: 0.0311743 | val_loss: 0.0311833 | Time: 1406.82 ms [2021-03-31 12:47:30 main:581] : INFO : Epoch 1747 | loss: 0.0311788 | val_loss: 0.0311851 | Time: 1371.16 ms [2021-03-31 12:47:31 main:581] : INFO : Epoch 1748 | loss: 0.0311753 | val_loss: 0.0311808 | Time: 1378.32 ms [2021-03-31 12:47:32 main:581] : INFO : Epoch 1749 | loss: 0.0311775 | val_loss: 0.0311881 | Time: 1406.84 ms [2021-03-31 12:47:34 main:581] : INFO : Epoch 1750 | loss: 0.0311768 | val_loss: 0.0311815 | Time: 1372.78 ms [2021-03-31 12:47:35 main:581] : INFO : Epoch 1751 | loss: 0.0311752 | val_loss: 0.0311816 | Time: 1524.9 ms [2021-03-31 12:47:37 main:581] : INFO : Epoch 1752 | loss: 0.031175 | val_loss: 0.0311924 | Time: 1560.73 ms [2021-03-31 12:47:39 main:581] : INFO : Epoch 1753 | loss: 0.031178 | val_loss: 0.0311856 | Time: 1658.95 ms [2021-03-31 12:47:40 main:581] : INFO : Epoch 1754 | loss: 0.0311743 | val_loss: 0.0311809 | Time: 1384.76 ms [2021-03-31 12:47:41 main:581] : INFO : Epoch 1755 | loss: 0.031173 | val_loss: 0.031181 | Time: 1441.18 ms [2021-03-31 12:47:43 main:581] : INFO : Epoch 1756 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 1390.93 ms [2021-03-31 12:47:44 main:581] : INFO : Epoch 1757 | loss: 0.0311774 | val_loss: 0.0311916 | Time: 1385.45 ms [2021-03-31 12:47:46 main:581] : INFO : Epoch 1758 | loss: 0.0311749 | val_loss: 0.0311806 | Time: 1368.64 ms [2021-03-31 12:47:47 main:581] : INFO : Epoch 1759 | loss: 0.0311746 | val_loss: 0.0311913 | Time: 1472.57 ms [2021-03-31 12:47:48 main:581] : INFO : Epoch 1760 | loss: 0.0311783 | val_loss: 0.0311812 | Time: 1367.9 ms [2021-03-31 12:47:50 main:581] : INFO : Epoch 1761 | loss: 0.0311752 | val_loss: 0.0311863 | Time: 1374.9 ms [2021-03-31 12:47:51 main:581] : INFO : Epoch 1762 | loss: 0.0311775 | val_loss: 0.0311843 | Time: 1369.41 ms [2021-03-31 12:47:53 main:581] : INFO : Epoch 1763 | loss: 0.031179 | val_loss: 0.0311859 | Time: 1372.34 ms [2021-03-31 12:47:54 main:581] : INFO : Epoch 1764 | loss: 0.0311773 | val_loss: 0.0311936 | Time: 1376.49 ms [2021-03-31 12:47:55 main:581] : INFO : Epoch 1765 | loss: 0.0311795 | val_loss: 0.0311916 | Time: 1459.02 ms [2021-03-31 12:47:57 main:581] : INFO : Epoch 1766 | loss: 0.0311798 | val_loss: 0.0311853 | Time: 1383.74 ms [2021-03-31 12:47:58 main:581] : INFO : Epoch 1767 | loss: 0.0311747 | val_loss: 0.0311805 | Time: 1379.8 ms [2021-03-31 12:48:00 main:581] : INFO : Epoch 1768 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 1393.96 ms [2021-03-31 12:48:01 main:581] : INFO : Epoch 1769 | loss: 0.0311756 | val_loss: 0.0311846 | Time: 1381.05 ms [2021-03-31 12:48:02 main:581] : INFO : Epoch 1770 | loss: 0.0311736 | val_loss: 0.0311817 | Time: 1374.26 ms [2021-03-31 12:48:04 main:581] : INFO : Epoch 1771 | loss: 0.0311752 | val_loss: 0.0311806 | Time: 1368.52 ms [2021-03-31 12:48:05 main:581] : INFO : Epoch 1772 | loss: 0.0311746 | val_loss: 0.0311843 | Time: 1388.2 ms [2021-03-31 12:48:06 main:581] : INFO : Epoch 1773 | loss: 0.0311761 | val_loss: 0.0311807 | Time: 1367.6 ms [2021-03-31 12:48:08 main:581] : INFO : Epoch 1774 | loss: 0.0311745 | val_loss: 0.0311823 | Time: 1399.23 ms [2021-03-31 12:48:09 main:581] : INFO : Epoch 1775 | loss: 0.0311729 | val_loss: 0.0311812 | Time: 1384.69 ms [2021-03-31 12:48:11 main:581] : INFO : Epoch 1776 | loss: 0.0311739 | val_loss: 0.0311806 | Time: 1457.53 ms [2021-03-31 12:48:12 main:581] : INFO : Epoch 1777 | loss: 0.0311722 | val_loss: 0.0311797 | Time: 1387.09 ms [2021-03-31 12:48:13 main:581] : INFO : Epoch 1778 | loss: 0.0311733 | val_loss: 0.0311798 | Time: 1367.06 ms [2021-03-31 12:48:15 main:581] : INFO : Epoch 1779 | loss: 0.0311729 | val_loss: 0.0311808 | Time: 1371.67 ms [2021-03-31 12:48:16 main:581] : INFO : Epoch 1780 | loss: 0.0311716 | val_loss: 0.031181 | Time: 1367.77 ms [2021-03-31 12:48:18 main:581] : INFO : Epoch 1781 | loss: 0.0311727 | val_loss: 0.0311801 | Time: 1372.22 ms [2021-03-31 12:48:19 main:581] : INFO : Epoch 1782 | loss: 0.0311732 | val_loss: 0.0311844 | Time: 1366.67 ms [2021-03-31 12:48:20 main:581] : INFO : Epoch 1783 | loss: 0.0311719 | val_loss: 0.0311788 | Time: 1388.51 ms [2021-03-31 12:48:22 main:581] : INFO : Epoch 1784 | loss: 0.0311709 | val_loss: 0.0311785 | Time: 1389.11 ms [2021-03-31 12:48:23 main:581] : INFO : Epoch 1785 | loss: 0.0311719 | val_loss: 0.0311832 | Time: 1419.93 ms [2021-03-31 12:48:24 main:581] : INFO : Epoch 1786 | loss: 0.0311724 | val_loss: 0.0311855 | Time: 1368.71 ms [2021-03-31 12:48:26 main:581] : INFO : Epoch 1787 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 1380.6 ms [2021-03-31 12:48:27 main:581] : INFO : Epoch 1788 | loss: 0.0311719 | val_loss: 0.0311808 | Time: 1367.88 ms [2021-03-31 12:48:29 main:581] : INFO : Epoch 1789 | loss: 0.0311714 | val_loss: 0.0311799 | Time: 1371.3 ms [2021-03-31 12:48:30 main:581] : INFO : Epoch 1790 | loss: 0.0311732 | val_loss: 0.0311845 | Time: 1372.4 ms [2021-03-31 12:48:31 main:581] : INFO : Epoch 1791 | loss: 0.0311752 | val_loss: 0.0311813 | Time: 1377.24 ms [2021-03-31 12:48:33 main:581] : INFO : Epoch 1792 | loss: 0.0311713 | val_loss: 0.0311836 | Time: 1393.79 ms [2021-03-31 12:48:34 main:581] : INFO : Epoch 1793 | loss: 0.0311702 | val_loss: 0.031179 | Time: 1369.21 ms [2021-03-31 12:48:35 main:581] : INFO : Epoch 1794 | loss: 0.0311768 | val_loss: 0.0311956 | Time: 1382.94 ms [2021-03-31 12:48:37 main:581] : INFO : Epoch 1795 | loss: 0.0311773 | val_loss: 0.031183 | Time: 1367.27 ms [2021-03-31 12:48:38 main:581] : INFO : Epoch 1796 | loss: 0.0311729 | val_loss: 0.0311827 | Time: 1372.81 ms [2021-03-31 12:48:40 main:581] : INFO : Epoch 1797 | loss: 0.0311735 | val_loss: 0.0311816 | Time: 1367.68 ms [2021-03-31 12:48:41 main:581] : INFO : Epoch 1798 | loss: 0.031172 | val_loss: 0.0311842 | Time: 1372.67 ms [2021-03-31 12:48:42 main:581] : INFO : Epoch 1799 | loss: 0.0311702 | val_loss: 0.0311811 | Time: 1367.57 ms [2021-03-31 12:48:44 main:581] : INFO : Epoch 1800 | loss: 0.0311703 | val_loss: 0.0311809 | Time: 1559.3 ms [2021-03-31 12:48:46 main:581] : INFO : Epoch 1801 | loss: 0.0311696 | val_loss: 0.0311803 | Time: 1655.8 ms [2021-03-31 12:48:47 main:581] : INFO : Epoch 1802 | loss: 0.0311732 | val_loss: 0.0311789 | Time: 1371.67 ms [2021-03-31 12:48:48 main:581] : INFO : Epoch 1803 | loss: 0.0311718 | val_loss: 0.0311821 | Time: 1378.94 ms [2021-03-31 12:48:50 main:581] : INFO : Epoch 1804 | loss: 0.0311738 | val_loss: 0.0311936 | Time: 1382.05 ms [2021-03-31 12:48:51 main:581] : INFO : Epoch 1805 | loss: 0.0311754 | val_loss: 0.03119 | Time: 1392.38 ms [2021-03-31 12:48:52 main:581] : INFO : Epoch 1806 | loss: 0.0311737 | val_loss: 0.0311794 | Time: 1368.47 ms [2021-03-31 12:48:54 main:581] : INFO : Epoch 1807 | loss: 0.0311713 | val_loss: 0.0311822 | Time: 1374.67 ms [2021-03-31 12:48:55 main:581] : INFO : Epoch 1808 | loss: 0.0311716 | val_loss: 0.0311832 | Time: 1374.79 ms [2021-03-31 12:48:57 main:581] : INFO : Epoch 1809 | loss: 0.0311728 | val_loss: 0.0311864 | Time: 1382.48 ms [2021-03-31 12:48:58 main:581] : INFO : Epoch 1810 | loss: 0.0311767 | val_loss: 0.0311889 | Time: 1395.41 ms [2021-03-31 12:48:59 main:581] : INFO : Epoch 1811 | loss: 0.0311745 | val_loss: 0.0311788 | Time: 1375.62 ms [2021-03-31 12:49:01 main:581] : INFO : Epoch 1812 | loss: 0.0311702 | val_loss: 0.0311796 | Time: 1372.95 ms [2021-03-31 12:49:02 main:581] : INFO : Epoch 1813 | loss: 0.0311714 | val_loss: 0.0311807 | Time: 1388.84 ms [2021-03-31 12:49:03 main:581] : INFO : Epoch 1814 | loss: 0.0311745 | val_loss: 0.0311816 | Time: 1372.54 ms [2021-03-31 12:49:05 main:581] : INFO : Epoch 1815 | loss: 0.0311718 | val_loss: 0.0311811 | Time: 1367.36 ms [2021-03-31 12:49:06 main:581] : INFO : Epoch 1816 | loss: 0.0311707 | val_loss: 0.0311797 | Time: 1376.25 ms [2021-03-31 12:49:08 main:581] : INFO : Epoch 1817 | loss: 0.0311723 | val_loss: 0.0311831 | Time: 1367.42 ms [2021-03-31 12:49:09 main:581] : INFO : Epoch 1818 | loss: 0.0311756 | val_loss: 0.0312117 | Time: 1426.63 ms [2021-03-31 12:49:10 main:581] : INFO : Epoch 1819 | loss: 0.0311833 | val_loss: 0.0311895 | Time: 1374.19 ms [2021-03-31 12:49:12 main:581] : INFO : Epoch 1820 | loss: 0.0311712 | val_loss: 0.0311801 | Time: 1400.9 ms [2021-03-31 12:49:13 main:581] : INFO : Epoch 1821 | loss: 0.0311715 | val_loss: 0.0311832 | Time: 1371.26 ms [2021-03-31 12:49:15 main:581] : INFO : Epoch 1822 | loss: 0.0311785 | val_loss: 0.0311825 | Time: 1383.38 ms [2021-03-31 12:49:16 main:581] : INFO : Epoch 1823 | loss: 0.031175 | val_loss: 0.0311797 | Time: 1366.97 ms [2021-03-31 12:49:17 main:581] : INFO : Epoch 1824 | loss: 0.0311711 | val_loss: 0.0311784 | Time: 1409.39 ms [2021-03-31 12:49:19 main:581] : INFO : Epoch 1825 | loss: 0.0311706 | val_loss: 0.0311773 | Time: 1654.58 ms [2021-03-31 12:49:20 main:581] : INFO : Epoch 1826 | loss: 0.0311704 | val_loss: 0.0311825 | Time: 1368.1 ms [2021-03-31 12:49:22 main:581] : INFO : Epoch 1827 | loss: 0.031173 | val_loss: 0.0311784 | Time: 1556.37 ms [2021-03-31 12:49:23 main:581] : INFO : Epoch 1828 | loss: 0.0311694 | val_loss: 0.031179 | Time: 1367.26 ms [2021-03-31 12:49:25 main:581] : INFO : Epoch 1829 | loss: 0.0311688 | val_loss: 0.0311799 | Time: 1398.94 ms [2021-03-31 12:49:26 main:581] : INFO : Epoch 1830 | loss: 0.0311723 | val_loss: 0.0311824 | Time: 1367.46 ms [2021-03-31 12:49:27 main:581] : INFO : Epoch 1831 | loss: 0.031169 | val_loss: 0.0311791 | Time: 1396.93 ms [2021-03-31 12:49:29 main:581] : INFO : Epoch 1832 | loss: 0.0311697 | val_loss: 0.031179 | Time: 1381.07 ms [2021-03-31 12:49:30 main:581] : INFO : Epoch 1833 | loss: 0.0311694 | val_loss: 0.0311808 | Time: 1381.36 ms [2021-03-31 12:49:32 main:581] : INFO : Epoch 1834 | loss: 0.0311686 | val_loss: 0.0311797 | Time: 1368.19 ms [2021-03-31 12:49:33 main:581] : INFO : Epoch 1835 | loss: 0.0311679 | val_loss: 0.0311791 | Time: 1373.81 ms [2021-03-31 12:49:34 main:581] : INFO : Epoch 1836 | loss: 0.0311688 | val_loss: 0.0311807 | Time: 1375.62 ms [2021-03-31 12:49:36 main:581] : INFO : Epoch 1837 | loss: 0.0311699 | val_loss: 0.0311789 | Time: 1378.89 ms [2021-03-31 12:49:37 main:581] : INFO : Epoch 1838 | loss: 0.0311703 | val_loss: 0.0311787 | Time: 1369.71 ms [2021-03-31 12:49:38 main:581] : INFO : Epoch 1839 | loss: 0.0311684 | val_loss: 0.0311789 | Time: 1367.94 ms [2021-03-31 12:49:40 main:581] : INFO : Epoch 1840 | loss: 0.031169 | val_loss: 0.0311805 | Time: 1372.41 ms [2021-03-31 12:49:41 main:581] : INFO : Epoch 1841 | loss: 0.0311714 | val_loss: 0.0311837 | Time: 1368.64 ms [2021-03-31 12:49:43 main:581] : INFO : Epoch 1842 | loss: 0.0311709 | val_loss: 0.0311796 | Time: 1374.06 ms [2021-03-31 12:49:44 main:581] : INFO : Epoch 1843 | loss: 0.0311736 | val_loss: 0.0311865 | Time: 1525.93 ms [2021-03-31 12:49:45 main:581] : INFO : Epoch 1844 | loss: 0.0311789 | val_loss: 0.0311809 | Time: 1374.36 ms [2021-03-31 12:49:47 main:581] : INFO : Epoch 1845 | loss: 0.0311702 | val_loss: 0.0311818 | Time: 1367.23 ms [2021-03-31 12:49:48 main:581] : INFO : Epoch 1846 | loss: 0.0311687 | val_loss: 0.0311814 | Time: 1374.36 ms [2021-03-31 12:49:50 main:581] : INFO : Epoch 1847 | loss: 0.0311685 | val_loss: 0.0311795 | Time: 1440.91 ms [2021-03-31 12:49:51 main:581] : INFO : Epoch 1848 | loss: 0.0311704 | val_loss: 0.0311813 | Time: 1376.74 ms [2021-03-31 12:49:52 main:581] : INFO : Epoch 1849 | loss: 0.031169 | val_loss: 0.0311775 | Time: 1368.45 ms [2021-03-31 12:49:54 main:581] : INFO : Epoch 1850 | loss: 0.0311694 | val_loss: 0.0311782 | Time: 1368.31 ms [2021-03-31 12:49:55 main:581] : INFO : Epoch 1851 | loss: 0.0311726 | val_loss: 0.0311778 | Time: 1400.53 ms [2021-03-31 12:49:56 main:581] : INFO : Epoch 1852 | loss: 0.0311791 | val_loss: 0.0311881 | Time: 1368.15 ms [2021-03-31 12:49:58 main:581] : INFO : Epoch 1853 | loss: 0.0311752 | val_loss: 0.0311816 | Time: 1372.25 ms [2021-03-31 12:49:59 main:581] : INFO : Epoch 1854 | loss: 0.031172 | val_loss: 0.0311896 | Time: 1369.3 ms [2021-03-31 12:50:01 main:581] : INFO : Epoch 1855 | loss: 0.0311712 | val_loss: 0.0311806 | Time: 1372.47 ms [2021-03-31 12:50:02 main:581] : INFO : Epoch 1856 | loss: 0.0311683 | val_loss: 0.0311792 | Time: 1368.07 ms [2021-03-31 12:50:03 main:581] : INFO : Epoch 1857 | loss: 0.03117 | val_loss: 0.031182 | Time: 1374.58 ms [2021-03-31 12:50:05 main:581] : INFO : Epoch 1858 | loss: 0.0311696 | val_loss: 0.0311788 | Time: 1368.09 ms [2021-03-31 12:50:06 main:581] : INFO : Epoch 1859 | loss: 0.0311702 | val_loss: 0.0311853 | Time: 1372.85 ms [2021-03-31 12:50:07 main:581] : INFO : Epoch 1860 | loss: 0.0311703 | val_loss: 0.0311801 | Time: 1367.66 ms [2021-03-31 12:50:09 main:581] : INFO : Epoch 1861 | loss: 0.0311712 | val_loss: 0.0311792 | Time: 1372.73 ms [2021-03-31 12:50:10 main:581] : INFO : Epoch 1862 | loss: 0.0311706 | val_loss: 0.0311807 | Time: 1478.6 ms [2021-03-31 12:50:12 main:581] : INFO : Epoch 1863 | loss: 0.0311761 | val_loss: 0.0311886 | Time: 1368.13 ms [2021-03-31 12:50:13 main:581] : INFO : Epoch 1864 | loss: 0.0311762 | val_loss: 0.0311808 | Time: 1370.45 ms [2021-03-31 12:50:14 main:581] : INFO : Epoch 1865 | loss: 0.0311704 | val_loss: 0.0311781 | Time: 1368.32 ms [2021-03-31 12:50:16 main:581] : INFO : Epoch 1866 | loss: 0.0311694 | val_loss: 0.0311791 | Time: 1372.84 ms [2021-03-31 12:50:17 main:581] : INFO : Epoch 1867 | loss: 0.031169 | val_loss: 0.0311782 | Time: 1385.66 ms [2021-03-31 12:50:19 main:581] : INFO : Epoch 1868 | loss: 0.0311683 | val_loss: 0.0311767 | Time: 1383.16 ms [2021-03-31 12:50:20 main:581] : INFO : Epoch 1869 | loss: 0.0311681 | val_loss: 0.0311811 | Time: 1373.68 ms [2021-03-31 12:50:21 main:581] : INFO : Epoch 1870 | loss: 0.0311709 | val_loss: 0.0311856 | Time: 1372.53 ms [2021-03-31 12:50:23 main:581] : INFO : Epoch 1871 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 1367.78 ms [2021-03-31 12:50:24 main:581] : INFO : Epoch 1872 | loss: 0.0311717 | val_loss: 0.0311828 | Time: 1375.17 ms [2021-03-31 12:50:25 main:581] : INFO : Epoch 1873 | loss: 0.0311704 | val_loss: 0.0311757 | Time: 1378.2 ms [2021-03-31 12:50:27 main:581] : INFO : Epoch 1874 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 1375.7 ms [2021-03-31 12:50:28 main:581] : INFO : Epoch 1875 | loss: 0.0311714 | val_loss: 0.0311767 | Time: 1371.99 ms [2021-03-31 12:50:30 main:581] : INFO : Epoch 1876 | loss: 0.0311677 | val_loss: 0.031177 | Time: 1387.32 ms [2021-03-31 12:50:31 main:581] : INFO : Epoch 1877 | loss: 0.0311689 | val_loss: 0.0311802 | Time: 1388.9 ms [2021-03-31 12:50:32 main:581] : INFO : Epoch 1878 | loss: 0.0311723 | val_loss: 0.0311858 | Time: 1377.94 ms [2021-03-31 12:50:34 main:581] : INFO : Epoch 1879 | loss: 0.0311745 | val_loss: 0.0311798 | Time: 1374.8 ms [2021-03-31 12:50:35 main:581] : INFO : Epoch 1880 | loss: 0.0311721 | val_loss: 0.0311832 | Time: 1372.11 ms [2021-03-31 12:50:36 main:581] : INFO : Epoch 1881 | loss: 0.0311696 | val_loss: 0.0311766 | Time: 1382.38 ms [2021-03-31 12:50:38 main:581] : INFO : Epoch 1882 | loss: 0.0311719 | val_loss: 0.0311803 | Time: 1369.65 ms [2021-03-31 12:50:39 main:581] : INFO : Epoch 1883 | loss: 0.0311716 | val_loss: 0.0311793 | Time: 1372.85 ms [2021-03-31 12:50:41 main:581] : INFO : Epoch 1884 | loss: 0.0311714 | val_loss: 0.0311792 | Time: 1373.82 ms [2021-03-31 12:50:42 main:581] : INFO : Epoch 1885 | loss: 0.0311697 | val_loss: 0.0311806 | Time: 1464.84 ms [2021-03-31 12:50:43 main:581] : INFO : Epoch 1886 | loss: 0.0311699 | val_loss: 0.0311775 | Time: 1366.78 ms [2021-03-31 12:50:45 main:581] : INFO : Epoch 1887 | loss: 0.0311687 | val_loss: 0.0311765 | Time: 1406.4 ms [2021-03-31 12:50:46 main:581] : INFO : Epoch 1888 | loss: 0.0311689 | val_loss: 0.0311786 | Time: 1378.83 ms [2021-03-31 12:50:48 main:581] : INFO : Epoch 1889 | loss: 0.0311701 | val_loss: 0.0311772 | Time: 1373.43 ms [2021-03-31 12:50:49 main:581] : INFO : Epoch 1890 | loss: 0.0311686 | val_loss: 0.031176 | Time: 1374.93 ms [2021-03-31 12:50:50 main:581] : INFO : Epoch 1891 | loss: 0.0311684 | val_loss: 0.0311755 | Time: 1509.35 ms [2021-03-31 12:50:52 main:581] : INFO : Epoch 1892 | loss: 0.0311673 | val_loss: 0.0311791 | Time: 1474.22 ms [2021-03-31 12:50:53 main:581] : INFO : Epoch 1893 | loss: 0.0311708 | val_loss: 0.0311822 | Time: 1392.64 ms [2021-03-31 12:50:55 main:581] : INFO : Epoch 1894 | loss: 0.0311709 | val_loss: 0.0311803 | Time: 1380.71 ms [2021-03-31 12:50:56 main:581] : INFO : Epoch 1895 | loss: 0.0311702 | val_loss: 0.0311793 | Time: 1372.94 ms [2021-03-31 12:50:57 main:581] : INFO : Epoch 1896 | loss: 0.0311719 | val_loss: 0.0311792 | Time: 1370.99 ms [2021-03-31 12:50:59 main:581] : INFO : Epoch 1897 | loss: 0.031172 | val_loss: 0.0311775 | Time: 1368.57 ms [2021-03-31 12:51:00 main:581] : INFO : Epoch 1898 | loss: 0.031171 | val_loss: 0.0311779 | Time: 1370.33 ms [2021-03-31 12:51:02 main:581] : INFO : Epoch 1899 | loss: 0.0311704 | val_loss: 0.0311766 | Time: 1366.99 ms [2021-03-31 12:51:03 main:581] : INFO : Epoch 1900 | loss: 0.0311696 | val_loss: 0.0311761 | Time: 1375 ms [2021-03-31 12:51:04 main:581] : INFO : Epoch 1901 | loss: 0.031169 | val_loss: 0.031178 | Time: 1420.33 ms [2021-03-31 12:51:06 main:581] : INFO : Epoch 1902 | loss: 0.0311712 | val_loss: 0.031181 | Time: 1383.11 ms [2021-03-31 12:51:07 main:581] : INFO : Epoch 1903 | loss: 0.0311688 | val_loss: 0.0311772 | Time: 1385.45 ms [2021-03-31 12:51:08 main:581] : INFO : Epoch 1904 | loss: 0.0311695 | val_loss: 0.0311788 | Time: 1384.89 ms [2021-03-31 12:51:10 main:581] : INFO : Epoch 1905 | loss: 0.0311692 | val_loss: 0.0311769 | Time: 1385.22 ms [2021-03-31 12:51:12 main:581] : INFO : Epoch 1906 | loss: 0.031167 | val_loss: 0.0311766 | Time: 1677.7 ms [2021-03-31 12:51:13 main:581] : INFO : Epoch 1907 | loss: 0.0311698 | val_loss: 0.0311779 | Time: 1465.08 ms [2021-03-31 12:51:14 main:581] : INFO : Epoch 1908 | loss: 0.0311686 | val_loss: 0.0311798 | Time: 1373.64 ms [2021-03-31 12:51:16 main:581] : INFO : Epoch 1909 | loss: 0.0311686 | val_loss: 0.0311784 | Time: 1399.87 ms [2021-03-31 12:51:17 main:581] : INFO : Epoch 1910 | loss: 0.0311677 | val_loss: 0.0311771 | Time: 1367.69 ms [2021-03-31 12:51:19 main:581] : INFO : Epoch 1911 | loss: 0.0311676 | val_loss: 0.0311772 | Time: 1389.87 ms [2021-03-31 12:51:20 main:581] : INFO : Epoch 1912 | loss: 0.0311687 | val_loss: 0.0311796 | Time: 1381.65 ms [2021-03-31 12:51:21 main:581] : INFO : Epoch 1913 | loss: 0.0311677 | val_loss: 0.0311788 | Time: 1367.92 ms [2021-03-31 12:51:23 main:581] : INFO : Epoch 1914 | loss: 0.0311672 | val_loss: 0.0311779 | Time: 1393.08 ms [2021-03-31 12:51:24 main:581] : INFO : Epoch 1915 | loss: 0.0311678 | val_loss: 0.0311787 | Time: 1369.74 ms [2021-03-31 12:51:25 main:581] : INFO : Epoch 1916 | loss: 0.0311685 | val_loss: 0.0311778 | Time: 1386.17 ms [2021-03-31 12:51:27 main:581] : INFO : Epoch 1917 | loss: 0.0311695 | val_loss: 0.0311784 | Time: 1400.19 ms [2021-03-31 12:51:28 main:581] : INFO : Epoch 1918 | loss: 0.0311682 | val_loss: 0.0311796 | Time: 1392.28 ms [2021-03-31 12:51:30 main:581] : INFO : Epoch 1919 | loss: 0.0311665 | val_loss: 0.0311799 | Time: 1393.76 ms [2021-03-31 12:51:31 main:581] : INFO : Epoch 1920 | loss: 0.031167 | val_loss: 0.0311807 | Time: 1413.94 ms [2021-03-31 12:51:32 main:581] : INFO : Epoch 1921 | loss: 0.0311758 | val_loss: 0.0311942 | Time: 1404.08 ms [2021-03-31 12:51:34 main:581] : INFO : Epoch 1922 | loss: 0.0311747 | val_loss: 0.0311767 | Time: 1386.12 ms [2021-03-31 12:51:35 main:581] : INFO : Epoch 1923 | loss: 0.0311665 | val_loss: 0.0311792 | Time: 1377.04 ms [2021-03-31 12:51:37 main:581] : INFO : Epoch 1924 | loss: 0.0311662 | val_loss: 0.0311842 | Time: 1406.64 ms [2021-03-31 12:51:38 main:581] : INFO : Epoch 1925 | loss: 0.0311669 | val_loss: 0.0311823 | Time: 1428.37 ms [2021-03-31 12:51:39 main:581] : INFO : Epoch 1926 | loss: 0.0311678 | val_loss: 0.0311863 | Time: 1367.61 ms [2021-03-31 12:51:41 main:581] : INFO : Epoch 1927 | loss: 0.0311695 | val_loss: 0.0311831 | Time: 1471.33 ms [2021-03-31 12:51:42 main:581] : INFO : Epoch 1928 | loss: 0.0311685 | val_loss: 0.0311805 | Time: 1368.86 ms [2021-03-31 12:51:44 main:581] : INFO : Epoch 1929 | loss: 0.0311676 | val_loss: 0.0311797 | Time: 1535.45 ms [2021-03-31 12:51:45 main:581] : INFO : Epoch 1930 | loss: 0.0311678 | val_loss: 0.0311794 | Time: 1695.02 ms [2021-03-31 12:51:47 main:581] : INFO : Epoch 1931 | loss: 0.031166 | val_loss: 0.031178 | Time: 1393.67 ms [2021-03-31 12:51:48 main:581] : INFO : Epoch 1932 | loss: 0.0311682 | val_loss: 0.0311813 | Time: 1371.07 ms [2021-03-31 12:51:50 main:581] : INFO : Epoch 1933 | loss: 0.0311675 | val_loss: 0.0311797 | Time: 1367.99 ms [2021-03-31 12:51:51 main:581] : INFO : Epoch 1934 | loss: 0.0311666 | val_loss: 0.0311809 | Time: 1405.68 ms [2021-03-31 12:51:53 main:581] : INFO : Epoch 1935 | loss: 0.0311689 | val_loss: 0.0311847 | Time: 1608.86 ms [2021-03-31 12:51:54 main:581] : INFO : Epoch 1936 | loss: 0.0311671 | val_loss: 0.0311776 | Time: 1393.93 ms [2021-03-31 12:51:56 main:581] : INFO : Epoch 1937 | loss: 0.0311668 | val_loss: 0.0311834 | Time: 1504.41 ms [2021-03-31 12:51:57 main:581] : INFO : Epoch 1938 | loss: 0.0311705 | val_loss: 0.0311817 | Time: 1410.75 ms [2021-03-31 12:51:58 main:581] : INFO : Epoch 1939 | loss: 0.0311676 | val_loss: 0.0311797 | Time: 1475.22 ms [2021-03-31 12:52:00 main:581] : INFO : Epoch 1940 | loss: 0.0311704 | val_loss: 0.0311831 | Time: 1376.42 ms [2021-03-31 12:52:01 main:581] : INFO : Epoch 1941 | loss: 0.0311705 | val_loss: 0.0311836 | Time: 1370.82 ms [2021-03-31 12:52:03 main:581] : INFO : Epoch 1942 | loss: 0.0311715 | val_loss: 0.0311834 | Time: 1383.37 ms [2021-03-31 12:52:04 main:581] : INFO : Epoch 1943 | loss: 0.031168 | val_loss: 0.0311799 | Time: 1375.43 ms [2021-03-31 12:52:05 main:581] : INFO : Epoch 1944 | loss: 0.031169 | val_loss: 0.031181 | Time: 1367.85 ms [2021-03-31 12:52:07 main:581] : INFO : Epoch 1945 | loss: 0.0311699 | val_loss: 0.0311825 | Time: 1370.77 ms [2021-03-31 12:52:08 main:581] : INFO : Epoch 1946 | loss: 0.0311679 | val_loss: 0.0311858 | Time: 1367.04 ms [2021-03-31 12:52:09 main:581] : INFO : Epoch 1947 | loss: 0.0311673 | val_loss: 0.0311835 | Time: 1373.81 ms [2021-03-31 12:52:11 main:581] : INFO : Epoch 1948 | loss: 0.031167 | val_loss: 0.03118 | Time: 1372.17 ms [2021-03-31 12:52:12 main:581] : INFO : Epoch 1949 | loss: 0.0311681 | val_loss: 0.0311835 | Time: 1395.17 ms [2021-03-31 12:52:14 main:581] : INFO : Epoch 1950 | loss: 0.0311676 | val_loss: 0.0311796 | Time: 1368.79 ms [2021-03-31 12:52:15 main:581] : INFO : Epoch 1951 | loss: 0.0311667 | val_loss: 0.0311789 | Time: 1390.14 ms [2021-03-31 12:52:16 main:581] : INFO : Epoch 1952 | loss: 0.0311679 | val_loss: 0.0311816 | Time: 1490.47 ms [2021-03-31 12:52:18 main:581] : INFO : Epoch 1953 | loss: 0.0311675 | val_loss: 0.03118 | Time: 1367.87 ms [2021-03-31 12:52:19 main:581] : INFO : Epoch 1954 | loss: 0.0311671 | val_loss: 0.0311755 | Time: 1380.19 ms [2021-03-31 12:52:21 main:581] : INFO : Epoch 1955 | loss: 0.0311663 | val_loss: 0.0311809 | Time: 1368.07 ms [2021-03-31 12:52:22 main:581] : INFO : Epoch 1956 | loss: 0.0311661 | val_loss: 0.0311792 | Time: 1433.47 ms [2021-03-31 12:52:23 main:581] : INFO : Epoch 1957 | loss: 0.0311699 | val_loss: 0.031182 | Time: 1367.52 ms [2021-03-31 12:52:25 main:581] : INFO : Epoch 1958 | loss: 0.0311705 | val_loss: 0.0311801 | Time: 1371.74 ms [2021-03-31 12:52:26 main:581] : INFO : Epoch 1959 | loss: 0.0311681 | val_loss: 0.0311788 | Time: 1390.61 ms [2021-03-31 12:52:28 main:581] : INFO : Epoch 1960 | loss: 0.0311669 | val_loss: 0.031178 | Time: 1385.76 ms [2021-03-31 12:52:29 main:581] : INFO : Epoch 1961 | loss: 0.0311656 | val_loss: 0.0311775 | Time: 1369.5 ms [2021-03-31 12:52:30 main:581] : INFO : Epoch 1962 | loss: 0.0311646 | val_loss: 0.0311782 | Time: 1423.48 ms [2021-03-31 12:52:32 main:581] : INFO : Epoch 1963 | loss: 0.031164 | val_loss: 0.0311782 | Time: 1386.91 ms [2021-03-31 12:52:33 main:581] : INFO : Epoch 1964 | loss: 0.0311647 | val_loss: 0.0311792 | Time: 1392.75 ms [2021-03-31 12:52:34 main:581] : INFO : Epoch 1965 | loss: 0.0311658 | val_loss: 0.031179 | Time: 1378.64 ms [2021-03-31 12:52:36 main:581] : INFO : Epoch 1966 | loss: 0.031167 | val_loss: 0.0311767 | Time: 1368.99 ms [2021-03-31 12:52:37 main:581] : INFO : Epoch 1967 | loss: 0.0311692 | val_loss: 0.0311818 | Time: 1378.22 ms [2021-03-31 12:52:39 main:581] : INFO : Epoch 1968 | loss: 0.0311724 | val_loss: 0.0311835 | Time: 1375.09 ms [2021-03-31 12:52:40 main:581] : INFO : Epoch 1969 | loss: 0.0311716 | val_loss: 0.0311822 | Time: 1377.39 ms [2021-03-31 12:52:41 main:581] : INFO : Epoch 1970 | loss: 0.0311699 | val_loss: 0.0311783 | Time: 1368.17 ms [2021-03-31 12:52:43 main:581] : INFO : Epoch 1971 | loss: 0.0311682 | val_loss: 0.0311783 | Time: 1371.21 ms [2021-03-31 12:52:44 main:581] : INFO : Epoch 1972 | loss: 0.0311679 | val_loss: 0.0311788 | Time: 1368.42 ms [2021-03-31 12:52:46 main:581] : INFO : Epoch 1973 | loss: 0.031167 | val_loss: 0.0311775 | Time: 1461.04 ms [2021-03-31 12:52:47 main:581] : INFO : Epoch 1974 | loss: 0.0311667 | val_loss: 0.0311777 | Time: 1546.85 ms [2021-03-31 12:52:48 main:581] : INFO : Epoch 1975 | loss: 0.0311699 | val_loss: 0.0311835 | Time: 1423.02 ms [2021-03-31 12:52:50 main:581] : INFO : Epoch 1976 | loss: 0.0311694 | val_loss: 0.0311793 | Time: 1455.04 ms [2021-03-31 12:52:51 main:581] : INFO : Epoch 1977 | loss: 0.0311673 | val_loss: 0.0311802 | Time: 1382.06 ms [2021-03-31 12:52:53 main:581] : INFO : Epoch 1978 | loss: 0.0311673 | val_loss: 0.0311771 | Time: 1372.1 ms [2021-03-31 12:52:54 main:581] : INFO : Epoch 1979 | loss: 0.0311675 | val_loss: 0.0311866 | Time: 1366.84 ms [2021-03-31 12:52:55 main:581] : INFO : Epoch 1980 | loss: 0.0311701 | val_loss: 0.031178 | Time: 1372.79 ms [2021-03-31 12:52:57 main:581] : INFO : Epoch 1981 | loss: 0.0311666 | val_loss: 0.0311807 | Time: 1369.97 ms [2021-03-31 12:52:58 main:581] : INFO : Epoch 1982 | loss: 0.0311696 | val_loss: 0.0311785 | Time: 1381.52 ms [2021-03-31 12:53:00 main:581] : INFO : Epoch 1983 | loss: 0.0311702 | val_loss: 0.0311813 | Time: 1404.85 ms [2021-03-31 12:53:01 main:581] : INFO : Epoch 1984 | loss: 0.0311696 | val_loss: 0.0311766 | Time: 1371.15 ms [2021-03-31 12:53:02 main:581] : INFO : Epoch 1985 | loss: 0.0311689 | val_loss: 0.0311767 | Time: 1368.26 ms [2021-03-31 12:53:04 main:581] : INFO : Epoch 1986 | loss: 0.0311691 | val_loss: 0.0311775 | Time: 1374.95 ms [2021-03-31 12:53:05 main:581] : INFO : Epoch 1987 | loss: 0.0311692 | val_loss: 0.0311767 | Time: 1369.13 ms [2021-03-31 12:53:07 main:581] : INFO : Epoch 1988 | loss: 0.0311693 | val_loss: 0.0311802 | Time: 1429.92 ms [2021-03-31 12:53:08 main:581] : INFO : Epoch 1989 | loss: 0.0311713 | val_loss: 0.0311794 | Time: 1373.64 ms [2021-03-31 12:53:09 main:581] : INFO : Epoch 1990 | loss: 0.0311702 | val_loss: 0.0311772 | Time: 1402.04 ms [2021-03-31 12:53:11 main:581] : INFO : Epoch 1991 | loss: 0.0311691 | val_loss: 0.0311771 | Time: 1372.38 ms [2021-03-31 12:53:12 main:581] : INFO : Epoch 1992 | loss: 0.0311682 | val_loss: 0.0311764 | Time: 1367.06 ms [2021-03-31 12:53:13 main:581] : INFO : Epoch 1993 | loss: 0.0311685 | val_loss: 0.0311808 | Time: 1375.92 ms [2021-03-31 12:53:15 main:581] : INFO : Epoch 1994 | loss: 0.0311715 | val_loss: 0.0311796 | Time: 1373.77 ms [2021-03-31 12:53:16 main:581] : INFO : Epoch 1995 | loss: 0.0311682 | val_loss: 0.0311773 | Time: 1397.64 ms [2021-03-31 12:53:18 main:581] : INFO : Epoch 1996 | loss: 0.0311665 | val_loss: 0.0311764 | Time: 1368.04 ms [2021-03-31 12:53:19 main:581] : INFO : Epoch 1997 | loss: 0.0311703 | val_loss: 0.0311828 | Time: 1371.66 ms [2021-03-31 12:53:20 main:581] : INFO : Epoch 1998 | loss: 0.0311695 | val_loss: 0.0311818 | Time: 1366.49 ms [2021-03-31 12:53:22 main:581] : INFO : Epoch 1999 | loss: 0.0311701 | val_loss: 0.031178 | Time: 1442.09 ms [2021-03-31 12:53:23 main:581] : INFO : Epoch 2000 | loss: 0.0311702 | val_loss: 0.0311829 | Time: 1381.58 ms [2021-03-31 12:53:25 main:581] : INFO : Epoch 2001 | loss: 0.0311728 | val_loss: 0.03118 | Time: 1407.81 ms [2021-03-31 12:53:26 main:581] : INFO : Epoch 2002 | loss: 0.031171 | val_loss: 0.031178 | Time: 1369.39 ms [2021-03-31 12:53:27 main:581] : INFO : Epoch 2003 | loss: 0.0311711 | val_loss: 0.0311776 | Time: 1374.26 ms [2021-03-31 12:53:29 main:581] : INFO : Epoch 2004 | loss: 0.0311699 | val_loss: 0.0311802 | Time: 1375.79 ms [2021-03-31 12:53:30 main:581] : INFO : Epoch 2005 | loss: 0.0311716 | val_loss: 0.0311772 | Time: 1367.19 ms [2021-03-31 12:53:31 main:581] : INFO : Epoch 2006 | loss: 0.0311704 | val_loss: 0.0311778 | Time: 1385.74 ms [2021-03-31 12:53:33 main:581] : INFO : Epoch 2007 | loss: 0.0311693 | val_loss: 0.0311775 | Time: 1375.96 ms [2021-03-31 12:53:34 main:581] : INFO : Epoch 2008 | loss: 0.0311693 | val_loss: 0.0311774 | Time: 1373.65 ms [2021-03-31 12:53:36 main:581] : INFO : Epoch 2009 | loss: 0.0311682 | val_loss: 0.0311759 | Time: 1368.14 ms [2021-03-31 12:53:37 main:581] : INFO : Epoch 2010 | loss: 0.0311689 | val_loss: 0.0311762 | Time: 1374.21 ms [2021-03-31 12:53:38 main:581] : INFO : Epoch 2011 | loss: 0.0311682 | val_loss: 0.0311764 | Time: 1367.21 ms [2021-03-31 12:53:40 main:581] : INFO : Epoch 2012 | loss: 0.0311672 | val_loss: 0.0311768 | Time: 1378.05 ms [2021-03-31 12:53:41 main:581] : INFO : Epoch 2013 | loss: 0.0311665 | val_loss: 0.0311788 | Time: 1374.56 ms [2021-03-31 12:53:42 main:581] : INFO : Epoch 2014 | loss: 0.0311667 | val_loss: 0.0311751 | Time: 1369.27 ms [2021-03-31 12:53:44 main:581] : INFO : Epoch 2015 | loss: 0.0311665 | val_loss: 0.0311734 | Time: 1366.82 ms [2021-03-31 12:53:45 main:581] : INFO : Epoch 2016 | loss: 0.0311664 | val_loss: 0.0311765 | Time: 1379.32 ms [2021-03-31 12:53:46 main:581] : INFO : Epoch 2017 | loss: 0.0311681 | val_loss: 0.0311775 | Time: 1370.32 ms [2021-03-31 12:53:48 main:581] : INFO : Epoch 2018 | loss: 0.0311688 | val_loss: 0.0311737 | Time: 1377.37 ms [2021-03-31 12:53:49 main:581] : INFO : Epoch 2019 | loss: 0.0311661 | val_loss: 0.031173 | Time: 1376.85 ms [2021-03-31 12:53:51 main:581] : INFO : Epoch 2020 | loss: 0.0311646 | val_loss: 0.0311724 | Time: 1367.67 ms [2021-03-31 12:53:52 main:581] : INFO : Epoch 2021 | loss: 0.0311656 | val_loss: 0.0311726 | Time: 1371.02 ms [2021-03-31 12:53:53 main:581] : INFO : Epoch 2022 | loss: 0.0311635 | val_loss: 0.0311734 | Time: 1366.94 ms [2021-03-31 12:53:55 main:581] : INFO : Epoch 2023 | loss: 0.0311676 | val_loss: 0.0311754 | Time: 1391.24 ms [2021-03-31 12:53:56 main:581] : INFO : Epoch 2024 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 1371.65 ms [2021-03-31 12:53:57 main:581] : INFO : Epoch 2025 | loss: 0.0311632 | val_loss: 0.0311733 | Time: 1386.91 ms [2021-03-31 12:53:59 main:581] : INFO : Epoch 2026 | loss: 0.0311638 | val_loss: 0.0311718 | Time: 1369.46 ms [2021-03-31 12:54:00 main:581] : INFO : Epoch 2027 | loss: 0.0311634 | val_loss: 0.0311771 | Time: 1418.87 ms [2021-03-31 12:54:02 main:581] : INFO : Epoch 2028 | loss: 0.0311645 | val_loss: 0.031173 | Time: 1370.46 ms [2021-03-31 12:54:03 main:581] : INFO : Epoch 2029 | loss: 0.0311648 | val_loss: 0.0311745 | Time: 1478.65 ms [2021-03-31 12:54:05 main:581] : INFO : Epoch 2030 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 1373.9 ms [2021-03-31 12:54:06 main:581] : INFO : Epoch 2031 | loss: 0.031165 | val_loss: 0.0311739 | Time: 1376.6 ms [2021-03-31 12:54:07 main:581] : INFO : Epoch 2032 | loss: 0.0311651 | val_loss: 0.0311718 | Time: 1412.25 ms [2021-03-31 12:54:09 main:581] : INFO : Epoch 2033 | loss: 0.031165 | val_loss: 0.0311721 | Time: 1392.33 ms [2021-03-31 12:54:10 main:581] : INFO : Epoch 2034 | loss: 0.0311659 | val_loss: 0.0311744 | Time: 1386.63 ms [2021-03-31 12:54:12 main:581] : INFO : Epoch 2035 | loss: 0.0311646 | val_loss: 0.0311718 | Time: 1480.86 ms [2021-03-31 12:54:13 main:581] : INFO : Epoch 2036 | loss: 0.0311632 | val_loss: 0.0311704 | Time: 1369.42 ms [2021-03-31 12:54:14 main:581] : INFO : Epoch 2037 | loss: 0.0311631 | val_loss: 0.0311703 | Time: 1376.39 ms [2021-03-31 12:54:16 main:581] : INFO : Epoch 2038 | loss: 0.0311652 | val_loss: 0.0311727 | Time: 1374.93 ms [2021-03-31 12:54:17 main:581] : INFO : Epoch 2039 | loss: 0.0311651 | val_loss: 0.0311783 | Time: 1397.64 ms [2021-03-31 12:54:18 main:581] : INFO : Epoch 2040 | loss: 0.0311656 | val_loss: 0.0311713 | Time: 1392.06 ms [2021-03-31 12:54:20 main:581] : INFO : Epoch 2041 | loss: 0.0311622 | val_loss: 0.0311693 | Time: 1410.55 ms [2021-03-31 12:54:21 main:581] : INFO : Epoch 2042 | loss: 0.0311632 | val_loss: 0.031172 | Time: 1377.05 ms [2021-03-31 12:54:23 main:581] : INFO : Epoch 2043 | loss: 0.0311642 | val_loss: 0.0311705 | Time: 1371.89 ms [2021-03-31 12:54:24 main:581] : INFO : Epoch 2044 | loss: 0.0311635 | val_loss: 0.0311713 | Time: 1368.69 ms [2021-03-31 12:54:25 main:581] : INFO : Epoch 2045 | loss: 0.0311642 | val_loss: 0.0311713 | Time: 1381.51 ms [2021-03-31 12:54:27 main:581] : INFO : Epoch 2046 | loss: 0.0311635 | val_loss: 0.0311706 | Time: 1440.92 ms [2021-03-31 12:54:28 main:581] : INFO : Epoch 2047 | loss: 0.0311637 | val_loss: 0.0311693 | Time: 1372.14 ms [2021-03-31 12:54:30 main:581] : INFO : Epoch 2048 | loss: 0.031164 | val_loss: 0.0311717 | Time: 1368.53 ms [2021-03-31 12:54:30 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311717 [2021-03-31 12:54:30 main:610] : INFO : Saving end state to config to file [2021-03-31 12:54:30 main:615] : INFO : Success, exiting.. 12:54:30 (717820): 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)