Task 7323466
| Name | ParityModified-1630349146-30463-3_0 |
| Workunit | 5002550 |
| Created | 14 Sep 2021, 14:43:21 UTC |
| Sent | 14 Sep 2021, 16:29:41 UTC |
| Report deadline | 21 Sep 2021, 16:29:41 UTC |
| Received | 14 Sep 2021, 23:33:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6019 |
| Run time | 48 min 8 sec |
| CPU time | 46 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,807.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 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: 0.0311754 | val_loss: 0.0311708 | Time: 1381.42 ms [2021-09-14 19:21:34 main:574] : INFO : Epoch 1543 | loss: 0.0311721 | val_loss: 0.0311705 | Time: 1393.68 ms [2021-09-14 19:21:35 main:574] : INFO : Epoch 1544 | loss: 0.0311721 | val_loss: 0.0311713 | Time: 1382.17 ms [2021-09-14 19:21:37 main:574] : INFO : Epoch 1545 | loss: 0.0311771 | val_loss: 0.0311749 | Time: 1417.1 ms [2021-09-14 19:21:38 main:574] : INFO : Epoch 1546 | loss: 0.0311803 | val_loss: 0.0311726 | Time: 1387.06 ms [2021-09-14 19:21:40 main:574] : INFO : Epoch 1547 | loss: 0.0311783 | val_loss: 0.0311724 | Time: 1385.19 ms [2021-09-14 19:21:41 main:574] : INFO : Epoch 1548 | loss: 0.0311779 | val_loss: 0.0311716 | Time: 1375.81 ms [2021-09-14 19:21:42 main:574] : INFO : Epoch 1549 | loss: 0.0311777 | val_loss: 0.0311763 | Time: 1391.72 ms [2021-09-14 19:21:44 main:574] : INFO : Epoch 1550 | loss: 0.0311884 | val_loss: 0.0311842 | Time: 1377.27 ms [2021-09-14 19:21:45 main:574] : INFO : Epoch 1551 | loss: 0.0311936 | val_loss: 0.0311948 | Time: 1383.34 ms [2021-09-14 19:21:47 main:574] : INFO : Epoch 1552 | loss: 0.0312067 | val_loss: 0.031208 | Time: 1382.86 ms [2021-09-14 19:21:48 main:574] : INFO : Epoch 1553 | loss: 0.0312067 | val_loss: 0.0311961 | Time: 1386.03 ms [2021-09-14 19:21:49 main:574] : INFO : Epoch 1554 | loss: 0.0312069 | val_loss: 0.0312097 | Time: 1384.84 ms [2021-09-14 19:21:51 main:574] : INFO : Epoch 1555 | loss: 0.0312107 | val_loss: 0.0312046 | Time: 1382.36 ms [2021-09-14 19:21:52 main:574] : INFO : Epoch 1556 | loss: 0.0312081 | val_loss: 0.0312047 | Time: 1388.91 ms [2021-09-14 19:21:54 main:574] : INFO : Epoch 1557 | loss: 0.0312101 | val_loss: 0.0312024 | Time: 1382.46 ms [2021-09-14 19:21:55 main:574] : INFO : Epoch 1558 | loss: 0.0312091 | val_loss: 0.0312029 | Time: 1382.72 ms [2021-09-14 19:21:57 main:574] : INFO : Epoch 1559 | loss: 0.0312075 | val_loss: 0.0312052 | Time: 1385.8 ms [2021-09-14 19:21:58 main:574] : INFO : Epoch 1560 | loss: 0.0312068 | val_loss: 0.0312032 | Time: 1383.45 ms [2021-09-14 19:21:59 main:574] : INFO : Epoch 1561 | loss: 0.0312051 | val_loss: 0.0312026 | Time: 1385.38 ms [2021-09-14 19:22:01 main:574] : INFO : Epoch 1562 | loss: 0.0312047 | val_loss: 0.0311982 | Time: 1384.64 ms [2021-09-14 19:22:02 main:574] : INFO : Epoch 1563 | loss: 0.0312026 | val_loss: 0.0311992 | Time: 1381.85 ms [2021-09-14 19:22:04 main:574] : INFO : Epoch 1564 | loss: 0.0312022 | val_loss: 0.0311984 | Time: 1386.42 ms [2021-09-14 19:22:05 main:574] : INFO : Epoch 1565 | loss: 0.0312012 | val_loss: 0.0311985 | Time: 1385.79 ms [2021-09-14 19:22:06 main:574] : INFO : Epoch 1566 | loss: 0.0312011 | val_loss: 0.0311982 | Time: 1385.98 ms [2021-09-14 19:22:08 main:574] : INFO : Epoch 1567 | loss: 0.0312019 | val_loss: 0.0311985 | Time: 1382.87 ms [2021-09-14 19:22:09 main:574] : INFO : Epoch 1568 | loss: 0.0312027 | val_loss: 0.0311977 | Time: 1386 ms [2021-09-14 19:22:11 main:574] : INFO : Epoch 1569 | loss: 0.0312009 | val_loss: 0.0311985 | Time: 1388.44 ms [2021-09-14 19:22:12 main:574] : INFO : Epoch 1570 | loss: 0.0312 | val_loss: 0.0311977 | Time: 1390.33 ms [2021-09-14 19:22:13 main:574] : INFO : Epoch 1571 | loss: 0.0311999 | val_loss: 0.0311974 | Time: 1383.2 ms [2021-09-14 19:22:15 main:574] : INFO : Epoch 1572 | loss: 0.0311997 | val_loss: 0.0311964 | Time: 1386.45 ms [2021-09-14 19:22:16 main:574] : INFO : Epoch 1573 | loss: 0.0311996 | val_loss: 0.0312001 | Time: 1382.75 ms [2021-09-14 19:22:18 main:574] : INFO : Epoch 1574 | loss: 0.0312001 | val_loss: 0.0311975 | Time: 1387.83 ms [2021-09-14 19:22:19 main:574] : INFO : Epoch 1575 | loss: 0.0311993 | val_loss: 0.0311978 | Time: 1380.53 ms [2021-09-14 19:22:20 main:574] : INFO : Epoch 1576 | loss: 0.0311997 | val_loss: 0.0311978 | Time: 1386.66 ms [2021-09-14 19:22:22 main:574] : INFO : Epoch 1577 | loss: 0.0311991 | val_loss: 0.0311982 | Time: 1387.01 ms [2021-09-14 19:22:23 main:574] : INFO : Epoch 1578 | loss: 0.0311986 | val_loss: 0.0311977 | Time: 1389.03 ms [2021-09-14 19:22:25 main:574] : INFO : Epoch 1579 | loss: 0.0311988 | val_loss: 0.0311982 | Time: 1385.03 ms [2021-09-14 19:22:26 main:574] : INFO : Epoch 1580 | loss: 0.0311997 | val_loss: 0.0311984 | Time: 1385.9 ms [2021-09-14 19:22:27 main:574] : INFO : Epoch 1581 | loss: 0.0311992 | val_loss: 0.0311979 | Time: 1380.1 ms [2021-09-14 19:22:29 main:574] : INFO : Epoch 1582 | loss: 0.0312017 | val_loss: 0.0311977 | Time: 1384.62 ms [2021-09-14 19:22:30 main:574] : INFO : Epoch 1583 | loss: 0.0311998 | val_loss: 0.0311997 | Time: 1381.78 ms [2021-09-14 19:22:32 main:574] : INFO : Epoch 1584 | loss: 0.0312 | val_loss: 0.0311968 | Time: 1398.6 ms [2021-09-14 19:22:33 main:574] : INFO : Epoch 1585 | loss: 0.0311981 | val_loss: 0.0311987 | Time: 1387.04 ms [2021-09-14 19:22:35 main:574] : INFO : Epoch 1586 | loss: 0.0311998 | val_loss: 0.0311962 | Time: 1381.14 ms [2021-09-14 19:22:36 main:574] : INFO : Epoch 1587 | loss: 0.0312002 | val_loss: 0.0311989 | Time: 1388.16 ms [2021-09-14 19:22:37 main:574] : INFO : Epoch 1588 | loss: 0.0312004 | val_loss: 0.0311959 | Time: 1385.53 ms [2021-09-14 19:22:39 main:574] : INFO : Epoch 1589 | loss: 0.0311982 | val_loss: 0.0311933 | Time: 1385.07 ms [2021-09-14 19:22:40 main:574] : INFO : Epoch 1590 | loss: 0.0311956 | val_loss: 0.0311946 | Time: 1384.95 ms [2021-09-14 19:22:42 main:574] : INFO : Epoch 1591 | loss: 0.0312014 | val_loss: 0.0311945 | Time: 1385.17 ms [2021-09-14 19:22:43 main:574] : INFO : Epoch 1592 | loss: 0.0311966 | val_loss: 0.0311911 | Time: 1393.94 ms [2021-09-14 19:22:44 main:574] : INFO : Epoch 1593 | loss: 0.0311943 | val_loss: 0.0311938 | Time: 1388.49 ms [2021-09-14 19:22:46 main:574] : INFO : Epoch 1594 | loss: 0.0311946 | val_loss: 0.0311908 | Time: 1382.77 ms [2021-09-14 19:22:47 main:574] : INFO : Epoch 1595 | loss: 0.031193 | val_loss: 0.0311904 | Time: 1386.61 ms [2021-09-14 19:22:49 main:574] : INFO : Epoch 1596 | loss: 0.0311926 | val_loss: 0.0311895 | Time: 1387.53 ms [2021-09-14 19:22:50 main:574] : INFO : Epoch 1597 | loss: 0.0311921 | val_loss: 0.0311895 | Time: 1386.9 ms [2021-09-14 19:22:51 main:574] : INFO : Epoch 1598 | loss: 0.0311927 | val_loss: 0.0311898 | Time: 1386.12 ms [2021-09-14 19:22:53 main:574] : INFO : Epoch 1599 | loss: 0.0311935 | val_loss: 0.0311889 | Time: 1384.59 ms [2021-09-14 19:22:54 main:574] : INFO : Epoch 1600 | loss: 0.0311923 | val_loss: 0.0311892 | Time: 1386.75 ms [2021-09-14 19:22:56 main:574] : INFO : Epoch 1601 | loss: 0.0311919 | val_loss: 0.0311872 | Time: 1384.16 ms [2021-09-14 19:22:57 main:574] : INFO : Epoch 1602 | loss: 0.0311915 | val_loss: 0.0311904 | Time: 1385.5 ms [2021-09-14 19:22:59 main:574] : INFO : Epoch 1603 | loss: 0.0311919 | val_loss: 0.0311873 | Time: 1381.37 ms [2021-09-14 19:23:00 main:574] : INFO : Epoch 1604 | loss: 0.0311899 | val_loss: 0.0311859 | Time: 1384.63 ms [2021-09-14 19:23:01 main:574] : INFO : Epoch 1605 | loss: 0.0311897 | val_loss: 0.0311863 | Time: 1386.08 ms [2021-09-14 19:23:03 main:574] : INFO : Epoch 1606 | loss: 0.0311902 | val_loss: 0.0311867 | Time: 1420.81 ms [2021-09-14 19:23:04 main:574] : INFO : Epoch 1607 | loss: 0.0311892 | val_loss: 0.0311868 | Time: 1388.58 ms [2021-09-14 19:23:06 main:574] : INFO : Epoch 1608 | loss: 0.0311897 | val_loss: 0.0311935 | Time: 1389.08 ms [2021-09-14 19:23:07 main:574] : INFO : Epoch 1609 | loss: 0.0311903 | val_loss: 0.0311875 | Time: 1387.2 ms [2021-09-14 19:23:08 main:574] : INFO : Epoch 1610 | loss: 0.0311881 | val_loss: 0.0311864 | Time: 1385.04 ms [2021-09-14 19:23:10 main:574] : INFO : Epoch 1611 | loss: 0.0311887 | val_loss: 0.0311888 | Time: 1380.89 ms [2021-09-14 19:23:11 main:574] : INFO : Epoch 1612 | loss: 0.0311878 | val_loss: 0.0311876 | Time: 1385.97 ms [2021-09-14 19:23:13 main:574] : INFO : Epoch 1613 | loss: 0.0311885 | val_loss: 0.0311866 | Time: 1384.17 ms [2021-09-14 19:23:14 main:574] : INFO : Epoch 1614 | loss: 0.0311875 | val_loss: 0.0311868 | Time: 1382.58 ms [2021-09-14 19:23:15 main:574] : INFO : Epoch 1615 | loss: 0.0311875 | val_loss: 0.0311869 | Time: 1382.68 ms [2021-09-14 19:23:17 main:574] : INFO : Epoch 1616 | loss: 0.0311895 | val_loss: 0.0311901 | Time: 1387.31 ms [2021-09-14 19:23:18 main:574] : INFO : Epoch 1617 | loss: 0.0311889 | val_loss: 0.0311873 | Time: 1384.35 ms [2021-09-14 19:23:20 main:574] : INFO : Epoch 1618 | loss: 0.0311875 | val_loss: 0.0311855 | Time: 1380.27 ms [2021-09-14 19:23:21 main:574] : INFO : Epoch 1619 | loss: 0.0311871 | val_loss: 0.0311853 | Time: 1385.56 ms [2021-09-14 19:23:23 main:574] : INFO : Epoch 1620 | loss: 0.0311866 | val_loss: 0.0311863 | Time: 1419.89 ms [2021-09-14 19:23:24 main:574] : INFO : Epoch 1621 | loss: 0.0311871 | val_loss: 0.0311871 | Time: 1381.96 ms [2021-09-14 19:23:25 main:574] : INFO : Epoch 1622 | loss: 0.0311865 | val_loss: 0.0311854 | Time: 1386 ms [2021-09-14 19:23:27 main:574] : INFO : Epoch 1623 | loss: 0.0311865 | val_loss: 0.0311856 | Time: 1384.36 ms [2021-09-14 19:23:28 main:574] : INFO : Epoch 1624 | loss: 0.0311877 | val_loss: 0.0311854 | Time: 1386.1 ms [2021-09-14 19:23:30 main:574] : INFO : Epoch 1625 | loss: 0.0311869 | val_loss: 0.0311855 | Time: 1384.79 ms [2021-09-14 19:23:31 main:574] : INFO : Epoch 1626 | loss: 0.0311859 | val_loss: 0.0311852 | Time: 1387.27 ms [2021-09-14 19:23:32 main:574] : INFO : Epoch 1627 | loss: 0.0311866 | val_loss: 0.0311846 | Time: 1386.87 ms [2021-09-14 19:23:34 main:574] : INFO : Epoch 1628 | loss: 0.0311859 | val_loss: 0.031186 | Time: 1392.62 ms [2021-09-14 19:23:35 main:574] : INFO : Epoch 1629 | loss: 0.0311885 | val_loss: 0.0311854 | Time: 1386.23 ms [2021-09-14 19:23:37 main:574] : INFO : Epoch 1630 | loss: 0.0311858 | val_loss: 0.0311849 | Time: 1385.94 ms [2021-09-14 19:23:38 main:574] : INFO : Epoch 1631 | loss: 0.0311858 | val_loss: 0.0311846 | Time: 1381.45 ms [2021-09-14 19:23:39 main:574] : INFO : Epoch 1632 | loss: 0.0311864 | val_loss: 0.0311843 | Time: 1389.14 ms [2021-09-14 19:23:41 main:574] : INFO : Epoch 1633 | loss: 0.0311859 | val_loss: 0.0311855 | Time: 1385.24 ms [2021-09-14 19:23:42 main:574] : INFO : Epoch 1634 | loss: 0.0311881 | val_loss: 0.0311881 | Time: 1388.26 ms [2021-09-14 19:23:44 main:574] : INFO : Epoch 1635 | loss: 0.0311868 | val_loss: 0.0311872 | Time: 1385 ms [2021-09-14 19:23:45 main:574] : INFO : Epoch 1636 | loss: 0.0311858 | val_loss: 0.0311855 | Time: 1386.85 ms [2021-09-14 19:23:46 main:574] : INFO : Epoch 1637 | loss: 0.0311853 | val_loss: 0.0311848 | Time: 1384.53 ms [2021-09-14 19:23:48 main:574] : INFO : Epoch 1638 | loss: 0.0311855 | val_loss: 0.0311878 | Time: 1385.51 ms [2021-09-14 19:23:49 main:574] : INFO : Epoch 1639 | loss: 0.0311855 | val_loss: 0.0311862 | Time: 1382.1 ms [2021-09-14 19:23:51 main:574] : INFO : Epoch 1640 | loss: 0.0311854 | val_loss: 0.0311845 | Time: 1386.65 ms [2021-09-14 19:23:52 main:574] : INFO : Epoch 1641 | loss: 0.0311851 | val_loss: 0.0311862 | Time: 1388.34 ms [2021-09-14 19:23:53 main:574] : INFO : Epoch 1642 | loss: 0.0311858 | val_loss: 0.0311854 | Time: 1385.17 ms [2021-09-14 19:23:55 main:574] : INFO : Epoch 1643 | loss: 0.0311848 | val_loss: 0.0311841 | Time: 1383.7 ms [2021-09-14 19:23:56 main:574] : INFO : Epoch 1644 | loss: 0.0311862 | val_loss: 0.0311839 | Time: 1388.99 ms [2021-09-14 19:23:58 main:574] : INFO : Epoch 1645 | loss: 0.0311862 | val_loss: 0.0311833 | Time: 1385.38 ms [2021-09-14 19:23:59 main:574] : INFO : Epoch 1646 | loss: 0.0311862 | val_loss: 0.0311852 | Time: 1386.58 ms [2021-09-14 19:24:00 main:574] : INFO : Epoch 1647 | loss: 0.0311879 | val_loss: 0.0311852 | Time: 1384.43 ms [2021-09-14 19:24:02 main:574] : INFO : Epoch 1648 | loss: 0.0311873 | val_loss: 0.0311858 | Time: 1383.19 ms [2021-09-14 19:24:03 main:574] : INFO : Epoch 1649 | loss: 0.0311876 | val_loss: 0.0311846 | Time: 1435.73 ms [2021-09-14 19:24:05 main:574] : INFO : Epoch 1650 | loss: 0.0311876 | val_loss: 0.0311849 | Time: 1392.24 ms [2021-09-14 19:24:06 main:574] : INFO : Epoch 1651 | loss: 0.031185 | val_loss: 0.0311839 | Time: 1393.15 ms [2021-09-14 19:24:08 main:574] : INFO : Epoch 1652 | loss: 0.0311854 | val_loss: 0.0311852 | Time: 1404.83 ms [2021-09-14 19:24:09 main:574] : INFO : Epoch 1653 | loss: 0.0311845 | val_loss: 0.0311841 | Time: 1377.59 ms [2021-09-14 19:24:10 main:574] : INFO : Epoch 1654 | loss: 0.0311845 | val_loss: 0.0311831 | Time: 1385.78 ms [2021-09-14 19:24:12 main:574] : INFO : Epoch 1655 | loss: 0.031184 | val_loss: 0.0311829 | Time: 1385.36 ms [2021-09-14 19:24:13 main:574] : INFO : Epoch 1656 | loss: 0.0311846 | val_loss: 0.0311835 | Time: 1384.89 ms [2021-09-14 19:24:15 main:574] : INFO : Epoch 1657 | loss: 0.031185 | val_loss: 0.0311829 | Time: 1388.91 ms [2021-09-14 19:24:16 main:574] : INFO : Epoch 1658 | loss: 0.0311841 | val_loss: 0.031183 | Time: 1386.43 ms [2021-09-14 19:24:17 main:574] : INFO : Epoch 1659 | loss: 0.0311839 | val_loss: 0.0311828 | Time: 1384.83 ms [2021-09-14 19:24:19 main:574] : INFO : Epoch 1660 | loss: 0.0311836 | val_loss: 0.031182 | Time: 1386.22 ms [2021-09-14 19:24:20 main:574] : INFO : Epoch 1661 | loss: 0.0311843 | val_loss: 0.0311901 | Time: 1383.06 ms [2021-09-14 19:24:22 main:574] : INFO : Epoch 1662 | loss: 0.031185 | val_loss: 0.031183 | Time: 1383.57 ms [2021-09-14 19:24:23 main:574] : INFO : Epoch 1663 | loss: 0.0311837 | val_loss: 0.0311814 | Time: 1385.7 ms [2021-09-14 19:24:24 main:574] : INFO : Epoch 1664 | loss: 0.0311832 | val_loss: 0.0311823 | Time: 1400.18 ms [2021-09-14 19:24:26 main:574] : INFO : Epoch 1665 | loss: 0.0311862 | val_loss: 0.0311846 | Time: 1380.08 ms [2021-09-14 19:24:27 main:574] : INFO : Epoch 1666 | loss: 0.0311868 | val_loss: 0.031184 | Time: 1386.31 ms [2021-09-14 19:24:29 main:574] : INFO : Epoch 1667 | loss: 0.0311873 | val_loss: 0.0311848 | Time: 1384.92 ms [2021-09-14 19:24:30 main:574] : INFO : Epoch 1668 | loss: 0.0311864 | val_loss: 0.0311851 | Time: 1387.33 ms [2021-09-14 19:24:32 main:574] : INFO : Epoch 1669 | loss: 0.0311846 | val_loss: 0.0311829 | Time: 1382.98 ms [2021-09-14 19:24:33 main:574] : INFO : Epoch 1670 | loss: 0.0311836 | val_loss: 0.0311825 | Time: 1394.75 ms [2021-09-14 19:24:34 main:574] : INFO : Epoch 1671 | loss: 0.0311838 | val_loss: 0.0311824 | Time: 1382.64 ms [2021-09-14 19:24:36 main:574] : INFO : Epoch 1672 | loss: 0.0311837 | val_loss: 0.0311817 | Time: 1380.6 ms [2021-09-14 19:24:37 main:574] : INFO : Epoch 1673 | loss: 0.0311834 | val_loss: 0.0311838 | Time: 1385.85 ms [2021-09-14 19:24:39 main:574] : INFO : Epoch 1674 | loss: 0.0311837 | val_loss: 0.0311837 | Time: 1386.43 ms [2021-09-14 19:24:40 main:574] : INFO : Epoch 1675 | loss: 0.0311827 | val_loss: 0.0311812 | Time: 1386.64 ms [2021-09-14 19:24:41 main:574] : INFO : Epoch 1676 | loss: 0.031183 | val_loss: 0.0311816 | Time: 1383.04 ms [2021-09-14 19:24:43 main:574] : INFO : Epoch 1677 | loss: 0.031182 | val_loss: 0.0311808 | Time: 1385.68 ms [2021-09-14 19:24:44 main:574] : INFO : Epoch 1678 | loss: 0.0311819 | val_loss: 0.0311847 | Time: 1384.81 ms [2021-09-14 19:24:46 main:574] : INFO : Epoch 1679 | loss: 0.0311851 | val_loss: 0.0311838 | Time: 1389.79 ms [2021-09-14 19:24:47 main:574] : INFO : Epoch 1680 | loss: 0.0311836 | val_loss: 0.0311821 | Time: 1384.34 ms [2021-09-14 19:24:48 main:574] : INFO : Epoch 1681 | loss: 0.0311844 | val_loss: 0.0311894 | Time: 1384.98 ms [2021-09-14 19:24:50 main:574] : INFO : Epoch 1682 | loss: 0.031184 | val_loss: 0.0311812 | Time: 1384.87 ms [2021-09-14 19:24:51 main:574] : INFO : Epoch 1683 | loss: 0.0311829 | val_loss: 0.0311803 | Time: 1384.11 ms [2021-09-14 19:24:53 main:574] : INFO : Epoch 1684 | loss: 0.031183 | val_loss: 0.0311808 | Time: 1383.08 ms [2021-09-14 19:24:54 main:574] : INFO : Epoch 1685 | loss: 0.0311831 | val_loss: 0.0311812 | Time: 1388.79 ms [2021-09-14 19:24:56 main:574] : INFO : Epoch 1686 | loss: 0.0311844 | val_loss: 0.0311807 | Time: 1385.47 ms [2021-09-14 19:24:57 main:574] : INFO : Epoch 1687 | loss: 0.0311831 | val_loss: 0.0311807 | Time: 1394.27 ms [2021-09-14 19:24:58 main:574] : INFO : Epoch 1688 | loss: 0.0311822 | val_loss: 0.031181 | Time: 1389.89 ms [2021-09-14 19:25:00 main:574] : INFO : Epoch 1689 | loss: 0.0311826 | val_loss: 0.031181 | Time: 1382.07 ms [2021-09-14 19:25:01 main:574] : INFO : Epoch 1690 | loss: 0.0311821 | val_loss: 0.0311801 | Time: 1390.39 ms [2021-09-14 19:25:03 main:574] : INFO : Epoch 1691 | loss: 0.0311826 | val_loss: 0.0311801 | Time: 1383.11 ms [2021-09-14 19:25:04 main:574] : INFO : Epoch 1692 | loss: 0.0311817 | val_loss: 0.0311831 | Time: 1386.16 ms [2021-09-14 19:25:05 main:574] : INFO : Epoch 1693 | loss: 0.0311842 | val_loss: 0.0311846 | Time: 1385.36 ms [2021-09-14 19:25:07 main:574] : INFO : Epoch 1694 | loss: 0.0311828 | val_loss: 0.031185 | Time: 1385.7 ms [2021-09-14 19:25:08 main:574] : INFO : Epoch 1695 | loss: 0.0311867 | val_loss: 0.0311859 | Time: 1383.75 ms [2021-09-14 19:25:10 main:574] : INFO : Epoch 1696 | loss: 0.0311835 | val_loss: 0.0311817 | Time: 1386.4 ms [2021-09-14 19:25:11 main:574] : INFO : Epoch 1697 | loss: 0.0311822 | val_loss: 0.03118 | Time: 1383.84 ms [2021-09-14 19:25:12 main:574] : INFO : Epoch 1698 | loss: 0.0311825 | val_loss: 0.0311827 | Time: 1382.41 ms [2021-09-14 19:25:14 main:574] : INFO : Epoch 1699 | loss: 0.0311841 | val_loss: 0.0311822 | Time: 1384.27 ms [2021-09-14 19:25:15 main:574] : INFO : Epoch 1700 | loss: 0.0311834 | val_loss: 0.0311813 | Time: 1387.52 ms [2021-09-14 19:25:17 main:574] : INFO : Epoch 1701 | loss: 0.0311831 | val_loss: 0.0311814 | Time: 1385.32 ms [2021-09-14 19:25:18 main:574] : INFO : Epoch 1702 | loss: 0.0311834 | val_loss: 0.0311811 | Time: 1387.13 ms [2021-09-14 19:25:19 main:574] : INFO : Epoch 1703 | loss: 0.0311832 | val_loss: 0.0311827 | Time: 1381.8 ms [2021-09-14 19:25:21 main:574] : INFO : Epoch 1704 | loss: 0.0311823 | val_loss: 0.0311803 | Time: 1385.7 ms [2021-09-14 19:25:22 main:574] : INFO : Epoch 1705 | loss: 0.0311816 | val_loss: 0.0311835 | Time: 1383.06 ms [2021-09-14 19:25:24 main:574] : INFO : Epoch 1706 | loss: 0.0311852 | val_loss: 0.0311855 | Time: 1386.8 ms [2021-09-14 19:25:25 main:574] : INFO : Epoch 1707 | loss: 0.0311909 | val_loss: 0.03119 | Time: 1392.23 ms [2021-09-14 19:25:26 main:574] : INFO : Epoch 1708 | loss: 0.0311926 | val_loss: 0.031189 | Time: 1387.31 ms [2021-09-14 19:25:28 main:574] : INFO : Epoch 1709 | loss: 0.0311915 | val_loss: 0.0311872 | Time: 1383.5 ms [2021-09-14 19:25:29 main:574] : INFO : Epoch 1710 | loss: 0.0311894 | val_loss: 0.0311832 | Time: 1386.27 ms [2021-09-14 19:25:31 main:574] : INFO : Epoch 1711 | loss: 0.0311876 | val_loss: 0.0311846 | Time: 1384.23 ms [2021-09-14 19:25:32 main:574] : INFO : Epoch 1712 | loss: 0.0311873 | val_loss: 0.0311864 | Time: 1385.22 ms [2021-09-14 19:25:33 main:574] : INFO : Epoch 1713 | loss: 0.0311873 | val_loss: 0.0311828 | Time: 1397.17 ms [2021-09-14 19:25:35 main:574] : INFO : Epoch 1714 | loss: 0.0311854 | val_loss: 0.0311815 | Time: 1386.79 ms [2021-09-14 19:25:36 main:574] : INFO : Epoch 1715 | loss: 0.0311845 | val_loss: 0.031181 | Time: 1385.8 ms [2021-09-14 19:25:38 main:574] : INFO : Epoch 1716 | loss: 0.0311863 | val_loss: 0.0311924 | Time: 1381.98 ms [2021-09-14 19:25:39 main:574] : INFO : Epoch 1717 | loss: 0.0311861 | val_loss: 0.0311811 | Time: 1384.96 ms [2021-09-14 19:25:40 main:574] : INFO : Epoch 1718 | loss: 0.0311852 | val_loss: 0.0311826 | Time: 1385.83 ms [2021-09-14 19:25:42 main:574] : INFO : Epoch 1719 | loss: 0.0311871 | val_loss: 0.0311872 | Time: 1386.22 ms [2021-09-14 19:25:43 main:574] : INFO : Epoch 1720 | loss: 0.0311873 | val_loss: 0.0311829 | Time: 1394.02 ms [2021-09-14 19:25:45 main:574] : INFO : Epoch 1721 | loss: 0.0311883 | val_loss: 0.031183 | Time: 1387.11 ms [2021-09-14 19:25:46 main:574] : INFO : Epoch 1722 | loss: 0.0311899 | val_loss: 0.031188 | Time: 1386.65 ms [2021-09-14 19:25:48 main:574] : INFO : Epoch 1723 | loss: 0.0311922 | val_loss: 0.0311871 | Time: 1388.39 ms [2021-09-14 19:25:49 main:574] : INFO : Epoch 1724 | loss: 0.0311935 | val_loss: 0.0312018 | Time: 1386.32 ms [2021-09-14 19:25:50 main:574] : INFO : Epoch 1725 | loss: 0.031195 | val_loss: 0.0311842 | Time: 1386.65 ms [2021-09-14 19:25:52 main:574] : INFO : Epoch 1726 | loss: 0.0311917 | val_loss: 0.0311857 | Time: 1384.97 ms [2021-09-14 19:25:53 main:574] : INFO : Epoch 1727 | loss: 0.0311917 | val_loss: 0.0311853 | Time: 1386.39 ms [2021-09-14 19:25:55 main:574] : INFO : Epoch 1728 | loss: 0.031189 | val_loss: 0.0311835 | Time: 1386.25 ms [2021-09-14 19:25:56 main:574] : INFO : Epoch 1729 | loss: 0.0311874 | val_loss: 0.0311816 | Time: 1386.02 ms [2021-09-14 19:25:57 main:574] : INFO : Epoch 1730 | loss: 0.0311864 | val_loss: 0.0311817 | Time: 1384.75 ms [2021-09-14 19:25:59 main:574] : INFO : Epoch 1731 | loss: 0.0311862 | val_loss: 0.0311819 | Time: 1387.41 ms [2021-09-14 19:26:00 main:574] : INFO : Epoch 1732 | loss: 0.0311856 | val_loss: 0.031181 | Time: 1384.21 ms [2021-09-14 19:26:02 main:574] : INFO : Epoch 1733 | loss: 0.0311857 | val_loss: 0.0311806 | Time: 1386.39 ms [2021-09-14 19:26:03 main:574] : INFO : Epoch 1734 | loss: 0.0311842 | val_loss: 0.0311808 | Time: 1381.1 ms [2021-09-14 19:26:04 main:574] : INFO : Epoch 1735 | loss: 0.0311844 | val_loss: 0.031181 | Time: 1387.58 ms [2021-09-14 19:26:06 main:574] : INFO : Epoch 1736 | loss: 0.0311866 | val_loss: 0.0311838 | Time: 1386.6 ms [2021-09-14 19:26:07 main:574] : INFO : Epoch 1737 | loss: 0.0311847 | val_loss: 0.03118 | Time: 1385 ms [2021-09-14 19:26:09 main:574] : INFO : Epoch 1738 | loss: 0.0311844 | val_loss: 0.0311805 | Time: 1385.33 ms [2021-09-14 19:26:10 main:574] : INFO : Epoch 1739 | loss: 0.0311829 | val_loss: 0.0311804 | Time: 1388.21 ms [2021-09-14 19:26:11 main:574] : INFO : Epoch 1740 | loss: 0.031183 | val_loss: 0.0311801 | Time: 1382.98 ms [2021-09-14 19:26:13 main:574] : INFO : Epoch 1741 | loss: 0.0311826 | val_loss: 0.03118 | Time: 1386.03 ms [2021-09-14 19:26:14 main:574] : INFO : Epoch 1742 | loss: 0.0311829 | val_loss: 0.0311797 | Time: 1383.09 ms [2021-09-14 19:26:16 main:574] : INFO : Epoch 1743 | loss: 0.0311827 | val_loss: 0.0311802 | Time: 1386.53 ms [2021-09-14 19:26:17 main:574] : INFO : Epoch 1744 | loss: 0.0311832 | val_loss: 0.0311805 | Time: 1386.24 ms [2021-09-14 19:26:18 main:574] : INFO : Epoch 1745 | loss: 0.0311833 | val_loss: 0.0311808 | Time: 1386.44 ms [2021-09-14 19:26:20 main:574] : INFO : Epoch 1746 | loss: 0.0311827 | val_loss: 0.03118 | Time: 1383.99 ms [2021-09-14 19:26:21 main:574] : INFO : Epoch 1747 | loss: 0.031182 | val_loss: 0.0311797 | Time: 1384.02 ms [2021-09-14 19:26:23 main:574] : INFO : Epoch 1748 | loss: 0.0311816 | val_loss: 0.0311795 | Time: 1383.77 ms [2021-09-14 19:26:24 main:574] : INFO : Epoch 1749 | loss: 0.0311815 | val_loss: 0.0311794 | Time: 1388.84 ms [2021-09-14 19:26:25 main:574] : INFO : Epoch 1750 | loss: 0.0311834 | val_loss: 0.0311805 | Time: 1399.45 ms [2021-09-14 19:26:27 main:574] : INFO : Epoch 1751 | loss: 0.0311825 | val_loss: 0.0311793 | Time: 1388.5 ms [2021-09-14 19:26:28 main:574] : INFO : Epoch 1752 | loss: 0.0311821 | val_loss: 0.03118 | Time: 1382.6 ms [2021-09-14 19:26:30 main:574] : INFO : Epoch 1753 | loss: 0.0311822 | val_loss: 0.0311795 | Time: 1387.65 ms [2021-09-14 19:26:31 main:574] : INFO : Epoch 1754 | loss: 0.0311821 | val_loss: 0.0311795 | Time: 1384.01 ms [2021-09-14 19:26:32 main:574] : INFO : Epoch 1755 | loss: 0.031184 | val_loss: 0.0311798 | Time: 1385.72 ms [2021-09-14 19:26:34 main:574] : INFO : Epoch 1756 | loss: 0.0311833 | val_loss: 0.0311805 | Time: 1385.72 ms [2021-09-14 19:26:35 main:574] : INFO : Epoch 1757 | loss: 0.0311848 | val_loss: 0.0311793 | Time: 1384.8 ms [2021-09-14 19:26:37 main:574] : INFO : Epoch 1758 | loss: 0.0311841 | val_loss: 0.0311791 | Time: 1387.21 ms [2021-09-14 19:26:38 main:574] : INFO : Epoch 1759 | loss: 0.0311832 | val_loss: 0.0311822 | Time: 1389.8 ms [2021-09-14 19:26:40 main:574] : INFO : Epoch 1760 | loss: 0.0311829 | val_loss: 0.0311807 | Time: 1386.4 ms [2021-09-14 19:26:41 main:574] : INFO : Epoch 1761 | loss: 0.0311849 | val_loss: 0.0311827 | Time: 1386.97 ms [2021-09-14 19:26:42 main:574] : INFO : Epoch 1762 | loss: 0.0311851 | val_loss: 0.0311818 | Time: 1385.77 ms [2021-09-14 19:26:44 main:574] : INFO : Epoch 1763 | loss: 0.0311857 | val_loss: 0.031182 | Time: 1388.43 ms [2021-09-14 19:26:45 main:574] : INFO : Epoch 1764 | loss: 0.0311846 | val_loss: 0.0311839 | Time: 1377.8 ms [2021-09-14 19:26:47 main:574] : INFO : Epoch 1765 | loss: 0.0311846 | val_loss: 0.0311845 | Time: 1385.56 ms [2021-09-14 19:26:48 main:574] : INFO : Epoch 1766 | loss: 0.0311847 | val_loss: 0.0311822 | Time: 1385.29 ms [2021-09-14 19:26:49 main:574] : INFO : Epoch 1767 | loss: 0.0311831 | val_loss: 0.0311824 | Time: 1386.21 ms [2021-09-14 19:26:51 main:574] : INFO : Epoch 1768 | loss: 0.0311832 | val_loss: 0.0311815 | Time: 1388.33 ms [2021-09-14 19:26:52 main:574] : INFO : Epoch 1769 | loss: 0.0311838 | val_loss: 0.0311826 | Time: 1385.07 ms [2021-09-14 19:26:54 main:574] : INFO : Epoch 1770 | loss: 0.0311843 | val_loss: 0.0311809 | Time: 1388.62 ms [2021-09-14 19:26:55 main:574] : INFO : Epoch 1771 | loss: 0.0311862 | val_loss: 0.0311812 | Time: 1383.14 ms [2021-09-14 19:26:56 main:574] : INFO : Epoch 1772 | loss: 0.0311832 | val_loss: 0.0311816 | Time: 1385.63 ms [2021-09-14 19:26:58 main:574] : INFO : Epoch 1773 | loss: 0.0311834 | val_loss: 0.0311823 | Time: 1383.48 ms [2021-09-14 19:26:59 main:574] : INFO : Epoch 1774 | loss: 0.0311833 | val_loss: 0.0311825 | Time: 1386.82 ms [2021-09-14 19:27:01 main:574] : INFO : Epoch 1775 | loss: 0.0311839 | val_loss: 0.0311815 | Time: 1387.12 ms [2021-09-14 19:27:02 main:574] : INFO : Epoch 1776 | loss: 0.0311831 | val_loss: 0.0311814 | Time: 1384.76 ms [2021-09-14 19:27:03 main:574] : INFO : Epoch 1777 | loss: 0.0311829 | val_loss: 0.0311818 | Time: 1384.83 ms [2021-09-14 19:27:05 main:574] : INFO : Epoch 1778 | loss: 0.0311833 | val_loss: 0.0311791 | Time: 1382.04 ms [2021-09-14 19:27:06 main:574] : INFO : Epoch 1779 | loss: 0.0311825 | val_loss: 0.0311791 | Time: 1388.25 ms [2021-09-14 19:27:08 main:574] : INFO : Epoch 1780 | loss: 0.0311824 | val_loss: 0.0311835 | Time: 1381.7 ms [2021-09-14 19:27:09 main:574] : INFO : Epoch 1781 | loss: 0.0311836 | val_loss: 0.0311811 | Time: 1384.6 ms [2021-09-14 19:27:11 main:574] : INFO : Epoch 1782 | loss: 0.031182 | val_loss: 0.0311788 | Time: 1382.61 ms [2021-09-14 19:27:12 main:574] : INFO : Epoch 1783 | loss: 0.0311813 | val_loss: 0.0311796 | Time: 1381.14 ms [2021-09-14 19:27:13 main:574] : INFO : Epoch 1784 | loss: 0.0311844 | val_loss: 0.0311784 | Time: 1388.61 ms [2021-09-14 19:27:15 main:574] : INFO : Epoch 1785 | loss: 0.0311823 | val_loss: 0.031179 | Time: 1386.59 ms [2021-09-14 19:27:16 main:574] : INFO : Epoch 1786 | loss: 0.0311815 | val_loss: 0.0311798 | Time: 1380.83 ms [2021-09-14 19:27:18 main:574] : INFO : Epoch 1787 | loss: 0.0311817 | val_loss: 0.031179 | Time: 1378.42 ms [2021-09-14 19:27:19 main:574] : INFO : Epoch 1788 | loss: 0.0311834 | val_loss: 0.0311813 | Time: 1387.99 ms [2021-09-14 19:27:20 main:574] : INFO : Epoch 1789 | loss: 0.0311836 | val_loss: 0.0311806 | Time: 1389.03 ms [2021-09-14 19:27:22 main:574] : INFO : Epoch 1790 | loss: 0.0311836 | val_loss: 0.0311789 | Time: 1382.48 ms [2021-09-14 19:27:23 main:574] : INFO : Epoch 1791 | loss: 0.0311827 | val_loss: 0.0311814 | Time: 1384.49 ms [2021-09-14 19:27:25 main:574] : INFO : Epoch 1792 | loss: 0.0311828 | val_loss: 0.0311797 | Time: 1383.18 ms [2021-09-14 19:27:26 main:574] : INFO : Epoch 1793 | loss: 0.0311823 | val_loss: 0.0311804 | Time: 1384.27 ms [2021-09-14 19:27:27 main:574] : INFO : Epoch 1794 | loss: 0.0311815 | val_loss: 0.031179 | Time: 1386.61 ms [2021-09-14 19:27:29 main:574] : INFO : Epoch 1795 | loss: 0.0311816 | val_loss: 0.0311794 | Time: 1386.55 ms [2021-09-14 19:27:30 main:574] : INFO : Epoch 1796 | loss: 0.0311824 | val_loss: 0.0311792 | Time: 1386.26 ms [2021-09-14 19:27:32 main:574] : INFO : Epoch 1797 | loss: 0.0311815 | val_loss: 0.0311791 | Time: 1385.02 ms [2021-09-14 19:27:33 main:574] : INFO : Epoch 1798 | loss: 0.0311818 | val_loss: 0.0311787 | Time: 1389.08 ms [2021-09-14 19:27:34 main:574] : INFO : Epoch 1799 | loss: 0.0311813 | val_loss: 0.0311788 | Time: 1387.97 ms [2021-09-14 19:27:36 main:574] : INFO : Epoch 1800 | loss: 0.0311817 | val_loss: 0.0311806 | Time: 1381.35 ms [2021-09-14 19:27:37 main:574] : INFO : Epoch 1801 | loss: 0.0311816 | val_loss: 0.0311802 | Time: 1387.02 ms [2021-09-14 19:27:39 main:574] : INFO : Epoch 1802 | loss: 0.0311818 | val_loss: 0.0311788 | Time: 1386.26 ms [2021-09-14 19:27:40 main:574] : INFO : Epoch 1803 | loss: 0.0311814 | val_loss: 0.0311788 | Time: 1385.59 ms [2021-09-14 19:27:41 main:574] : INFO : Epoch 1804 | loss: 0.0311809 | val_loss: 0.0311776 | Time: 1387.22 ms [2021-09-14 19:27:43 main:574] : INFO : Epoch 1805 | loss: 0.0311815 | val_loss: 0.0311777 | Time: 1390.71 ms [2021-09-14 19:27:44 main:574] : INFO : Epoch 1806 | loss: 0.0311811 | val_loss: 0.0311775 | Time: 1385.19 ms [2021-09-14 19:27:46 main:574] : INFO : Epoch 1807 | loss: 0.0311818 | val_loss: 0.0311778 | Time: 1385.59 ms [2021-09-14 19:27:47 main:574] : INFO : Epoch 1808 | loss: 0.0311818 | val_loss: 0.0311788 | Time: 1387.03 ms [2021-09-14 19:27:48 main:574] : INFO : Epoch 1809 | loss: 0.0311813 | val_loss: 0.0311784 | Time: 1386.03 ms [2021-09-14 19:27:50 main:574] : INFO : Epoch 1810 | loss: 0.0311813 | val_loss: 0.0311793 | Time: 1386.76 ms [2021-09-14 19:27:51 main:574] : INFO : Epoch 1811 | loss: 0.0311821 | val_loss: 0.0311786 | Time: 1386.08 ms [2021-09-14 19:27:53 main:574] : INFO : Epoch 1812 | loss: 0.031183 | val_loss: 0.0311807 | Time: 1387.39 ms [2021-09-14 19:27:54 main:574] : INFO : Epoch 1813 | loss: 0.0311823 | val_loss: 0.0311783 | Time: 1384.7 ms [2021-09-14 19:27:56 main:574] : INFO : Epoch 1814 | loss: 0.0311806 | val_loss: 0.0311789 | Time: 1382.33 ms [2021-09-14 19:27:57 main:574] : INFO : Epoch 1815 | loss: 0.0311808 | val_loss: 0.0311796 | Time: 1380.53 ms [2021-09-14 19:27:58 main:574] : INFO : Epoch 1816 | loss: 0.0311805 | val_loss: 0.0311777 | Time: 1384.85 ms [2021-09-14 19:28:00 main:574] : INFO : Epoch 1817 | loss: 0.0311808 | val_loss: 0.0311793 | Time: 1384.07 ms [2021-09-14 19:28:01 main:574] : INFO : Epoch 1818 | loss: 0.0311806 | val_loss: 0.0311774 | Time: 1386.64 ms [2021-09-14 19:28:03 main:574] : INFO : Epoch 1819 | loss: 0.0311801 | val_loss: 0.0311783 | Time: 1383.52 ms [2021-09-14 19:28:04 main:574] : INFO : Epoch 1820 | loss: 0.03118 | val_loss: 0.0311776 | Time: 1389.52 ms [2021-09-14 19:28:05 main:574] : INFO : Epoch 1821 | loss: 0.03118 | val_loss: 0.031177 | Time: 1383.67 ms [2021-09-14 19:28:07 main:574] : INFO : Epoch 1822 | loss: 0.0311792 | val_loss: 0.0311773 | Time: 1387.82 ms [2021-09-14 19:28:08 main:574] : INFO : Epoch 1823 | loss: 0.0311795 | val_loss: 0.0311779 | Time: 1384.75 ms [2021-09-14 19:28:10 main:574] : INFO : Epoch 1824 | loss: 0.0311792 | val_loss: 0.0311771 | Time: 1386.89 ms [2021-09-14 19:28:11 main:574] : INFO : Epoch 1825 | loss: 0.0311808 | val_loss: 0.0311815 | Time: 1383.96 ms [2021-09-14 19:28:12 main:574] : INFO : Epoch 1826 | loss: 0.0311847 | val_loss: 0.0311833 | Time: 1386.09 ms [2021-09-14 19:28:14 main:574] : INFO : Epoch 1827 | loss: 0.0311838 | val_loss: 0.0311791 | Time: 1386.48 ms [2021-09-14 19:28:15 main:574] : INFO : Epoch 1828 | loss: 0.0311839 | val_loss: 0.031179 | Time: 1382.94 ms [2021-09-14 19:28:17 main:574] : INFO : Epoch 1829 | loss: 0.031183 | val_loss: 0.031179 | Time: 1386.36 ms [2021-09-14 19:28:18 main:574] : INFO : Epoch 1830 | loss: 0.0311824 | val_loss: 0.0311797 | Time: 1385.7 ms [2021-09-14 19:28:19 main:574] : INFO : Epoch 1831 | loss: 0.0311828 | val_loss: 0.0311792 | Time: 1384.1 ms [2021-09-14 19:28:21 main:574] : INFO : Epoch 1832 | loss: 0.0311822 | val_loss: 0.0311819 | Time: 1386.55 ms [2021-09-14 19:28:22 main:574] : INFO : Epoch 1833 | loss: 0.0311849 | val_loss: 0.0311859 | Time: 1387.58 ms [2021-09-14 19:28:24 main:574] : INFO : Epoch 1834 | loss: 0.0311941 | val_loss: 0.0311911 | Time: 1388.62 ms [2021-09-14 19:28:25 main:574] : INFO : Epoch 1835 | loss: 0.0312211 | val_loss: 0.0324143 | Time: 1386.92 ms [2021-09-14 19:28:26 main:574] : INFO : Epoch 1836 | loss: 0.0333678 | val_loss: 0.0319022 | Time: 1386.67 ms [2021-09-14 19:28:28 main:574] : INFO : Epoch 1837 | loss: 0.0314636 | val_loss: 0.0312802 | Time: 1382.46 ms [2021-09-14 19:28:29 main:574] : INFO : Epoch 1838 | loss: 0.0312412 | val_loss: 0.0312018 | Time: 1384.51 ms [2021-09-14 19:28:31 main:574] : INFO : Epoch 1839 | loss: 0.0311978 | val_loss: 0.0311937 | Time: 1389.15 ms [2021-09-14 19:28:32 main:574] : INFO : Epoch 1840 | loss: 0.0311888 | val_loss: 0.0311849 | Time: 1376.14 ms [2021-09-14 19:28:33 main:574] : INFO : Epoch 1841 | loss: 0.0311857 | val_loss: 0.0311826 | Time: 1401.3 ms [2021-09-14 19:28:35 main:574] : INFO : Epoch 1842 | loss: 0.0311843 | val_loss: 0.0311816 | Time: 1384.38 ms [2021-09-14 19:28:36 main:574] : INFO : Epoch 1843 | loss: 0.0311839 | val_loss: 0.0311819 | Time: 1385.31 ms [2021-09-14 19:28:38 main:574] : INFO : Epoch 1844 | loss: 0.0311837 | val_loss: 0.0311816 | Time: 1386.99 ms [2021-09-14 19:28:39 main:574] : INFO : Epoch 1845 | loss: 0.031183 | val_loss: 0.0311823 | Time: 1394.14 ms [2021-09-14 19:28:41 main:574] : INFO : Epoch 1846 | loss: 0.0311833 | val_loss: 0.0311816 | Time: 1389.34 ms [2021-09-14 19:28:42 main:574] : INFO : Epoch 1847 | loss: 0.0311834 | val_loss: 0.0311811 | Time: 1385.04 ms [2021-09-14 19:28:43 main:574] : INFO : Epoch 1848 | loss: 0.0311827 | val_loss: 0.0311807 | Time: 1383.63 ms [2021-09-14 19:28:45 main:574] : INFO : Epoch 1849 | loss: 0.031182 | val_loss: 0.0311802 | Time: 1385.52 ms [2021-09-14 19:28:46 main:574] : INFO : Epoch 1850 | loss: 0.0311818 | val_loss: 0.0311815 | Time: 1387.48 ms [2021-09-14 19:28:48 main:574] : INFO : Epoch 1851 | loss: 0.0311825 | val_loss: 0.0311799 | Time: 1402.41 ms [2021-09-14 19:28:49 main:574] : INFO : Epoch 1852 | loss: 0.0311819 | val_loss: 0.0311798 | Time: 1385.69 ms [2021-09-14 19:28:50 main:574] : INFO : Epoch 1853 | loss: 0.0311818 | val_loss: 0.031182 | Time: 1386.96 ms [2021-09-14 19:28:52 main:574] : INFO : Epoch 1854 | loss: 0.0311816 | val_loss: 0.0311822 | Time: 1386.99 ms [2021-09-14 19:28:53 main:574] : INFO : Epoch 1855 | loss: 0.0311815 | val_loss: 0.0311809 | Time: 1390.25 ms [2021-09-14 19:28:55 main:574] : INFO : Epoch 1856 | loss: 0.0311816 | val_loss: 0.0311847 | Time: 1386.6 ms [2021-09-14 19:28:56 main:574] : INFO : Epoch 1857 | loss: 0.0311834 | val_loss: 0.0311841 | Time: 1384.72 ms [2021-09-14 19:28:57 main:574] : INFO : Epoch 1858 | loss: 0.0311857 | val_loss: 0.031181 | Time: 1382.78 ms [2021-09-14 19:28:59 main:574] : INFO : Epoch 1859 | loss: 0.0311826 | val_loss: 0.0311814 | Time: 1385.27 ms [2021-09-14 19:29:00 main:574] : INFO : Epoch 1860 | loss: 0.0311822 | val_loss: 0.0311798 | Time: 1380.2 ms [2021-09-14 19:29:02 main:574] : INFO : Epoch 1861 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 1388.09 ms [2021-09-14 19:29:03 main:574] : INFO : Epoch 1862 | loss: 0.0311806 | val_loss: 0.0311802 | Time: 1385.54 ms [2021-09-14 19:29:04 main:574] : INFO : Epoch 1863 | loss: 0.0311802 | val_loss: 0.03118 | Time: 1388.38 ms [2021-09-14 19:29:06 main:574] : INFO : Epoch 1864 | loss: 0.0311806 | val_loss: 0.0311792 | Time: 1384.14 ms [2021-09-14 19:29:07 main:574] : INFO : Epoch 1865 | loss: 0.0311807 | val_loss: 0.0311795 | Time: 1387.16 ms [2021-09-14 19:29:09 main:574] : INFO : Epoch 1866 | loss: 0.0311795 | val_loss: 0.0311793 | Time: 1379.91 ms [2021-09-14 19:29:10 main:574] : INFO : Epoch 1867 | loss: 0.0311793 | val_loss: 0.0311799 | Time: 1383.1 ms [2021-09-14 19:29:12 main:574] : INFO : Epoch 1868 | loss: 0.0311788 | val_loss: 0.0311799 | Time: 1385.87 ms [2021-09-14 19:29:13 main:574] : INFO : Epoch 1869 | loss: 0.0311802 | val_loss: 0.0311828 | Time: 1384.37 ms [2021-09-14 19:29:14 main:574] : INFO : Epoch 1870 | loss: 0.0311803 | val_loss: 0.0311835 | Time: 1385.88 ms [2021-09-14 19:29:16 main:574] : INFO : Epoch 1871 | loss: 0.0311803 | val_loss: 0.0311799 | Time: 1381.67 ms [2021-09-14 19:29:17 main:574] : INFO : Epoch 1872 | loss: 0.0311792 | val_loss: 0.0311792 | Time: 1386.18 ms [2021-09-14 19:29:19 main:574] : INFO : Epoch 1873 | loss: 0.0311785 | val_loss: 0.031181 | Time: 1410.74 ms [2021-09-14 19:29:20 main:574] : INFO : Epoch 1874 | loss: 0.0311788 | val_loss: 0.0311801 | Time: 1386.71 ms [2021-09-14 19:29:21 main:574] : INFO : Epoch 1875 | loss: 0.0311785 | val_loss: 0.03118 | Time: 1383.58 ms [2021-09-14 19:29:23 main:574] : INFO : Epoch 1876 | loss: 0.0311783 | val_loss: 0.0311795 | Time: 1384 ms [2021-09-14 19:29:24 main:574] : INFO : Epoch 1877 | loss: 0.0311789 | val_loss: 0.0311811 | Time: 1383.29 ms [2021-09-14 19:29:26 main:574] : INFO : Epoch 1878 | loss: 0.0311785 | val_loss: 0.0311793 | Time: 1387.07 ms [2021-09-14 19:29:27 main:574] : INFO : Epoch 1879 | loss: 0.0311781 | val_loss: 0.0311805 | Time: 1383.37 ms [2021-09-14 19:29:28 main:574] : INFO : Epoch 1880 | loss: 0.0311785 | val_loss: 0.0311804 | Time: 1384.35 ms [2021-09-14 19:29:30 main:574] : INFO : Epoch 1881 | loss: 0.0311784 | val_loss: 0.0311794 | Time: 1386.36 ms [2021-09-14 19:29:31 main:574] : INFO : Epoch 1882 | loss: 0.0311784 | val_loss: 0.0311793 | Time: 1385.16 ms [2021-09-14 19:29:33 main:574] : INFO : Epoch 1883 | loss: 0.0311796 | val_loss: 0.0311804 | Time: 1391 ms [2021-09-14 19:29:34 main:574] : INFO : Epoch 1884 | loss: 0.0311784 | val_loss: 0.0311796 | Time: 1384.37 ms [2021-09-14 19:29:35 main:574] : INFO : Epoch 1885 | loss: 0.031179 | val_loss: 0.031181 | Time: 1387.08 ms [2021-09-14 19:29:37 main:574] : INFO : Epoch 1886 | loss: 0.031178 | val_loss: 0.0311792 | Time: 1387.69 ms [2021-09-14 19:29:38 main:574] : INFO : Epoch 1887 | loss: 0.0311783 | val_loss: 0.0311816 | Time: 1417.82 ms [2021-09-14 19:29:40 main:574] : INFO : Epoch 1888 | loss: 0.031179 | val_loss: 0.0311788 | Time: 1376.86 ms [2021-09-14 19:29:41 main:574] : INFO : Epoch 1889 | loss: 0.0311786 | val_loss: 0.0311796 | Time: 1383.75 ms [2021-09-14 19:29:43 main:574] : INFO : Epoch 1890 | loss: 0.0311808 | val_loss: 0.031181 | Time: 1384.98 ms [2021-09-14 19:29:44 main:574] : INFO : Epoch 1891 | loss: 0.0311818 | val_loss: 0.0311798 | Time: 1386.17 ms [2021-09-14 19:29:45 main:574] : INFO : Epoch 1892 | loss: 0.0311807 | val_loss: 0.0311794 | Time: 1388.82 ms [2021-09-14 19:29:47 main:574] : INFO : Epoch 1893 | loss: 0.0311801 | val_loss: 0.0311797 | Time: 1382.89 ms [2021-09-14 19:29:48 main:574] : INFO : Epoch 1894 | loss: 0.0311806 | val_loss: 0.0311798 | Time: 1387.6 ms [2021-09-14 19:29:50 main:574] : INFO : Epoch 1895 | loss: 0.0311798 | val_loss: 0.0311792 | Time: 1387.07 ms [2021-09-14 19:29:51 main:574] : INFO : Epoch 1896 | loss: 0.0311793 | val_loss: 0.0311792 | Time: 1384.89 ms [2021-09-14 19:29:52 main:574] : INFO : Epoch 1897 | loss: 0.0311833 | val_loss: 0.0311829 | Time: 1387.54 ms [2021-09-14 19:29:54 main:574] : INFO : Epoch 1898 | loss: 0.0311863 | val_loss: 0.0311833 | Time: 1387.47 ms [2021-09-14 19:29:55 main:574] : INFO : Epoch 1899 | loss: 0.031185 | val_loss: 0.031183 | Time: 1382.68 ms [2021-09-14 19:29:57 main:574] : INFO : Epoch 1900 | loss: 0.0311858 | val_loss: 0.0311854 | Time: 1384.44 ms [2021-09-14 19:29:58 main:574] : INFO : Epoch 1901 | loss: 0.0311846 | val_loss: 0.0311864 | Time: 1387.04 ms [2021-09-14 19:29:59 main:574] : INFO : Epoch 1902 | loss: 0.0311836 | val_loss: 0.0311838 | Time: 1385.73 ms [2021-09-14 19:30:01 main:574] : INFO : Epoch 1903 | loss: 0.0311828 | val_loss: 0.0311838 | Time: 1386.02 ms [2021-09-14 19:30:02 main:574] : INFO : Epoch 1904 | loss: 0.0311839 | val_loss: 0.0311827 | Time: 1386.56 ms [2021-09-14 19:30:04 main:574] : INFO : Epoch 1905 | loss: 0.031184 | val_loss: 0.0311837 | Time: 1385.1 ms [2021-09-14 19:30:05 main:574] : INFO : Epoch 1906 | loss: 0.0311827 | val_loss: 0.0311808 | Time: 1389.03 ms [2021-09-14 19:30:07 main:574] : INFO : Epoch 1907 | loss: 0.031182 | val_loss: 0.0311818 | Time: 1383.13 ms [2021-09-14 19:30:08 main:574] : INFO : Epoch 1908 | loss: 0.0311817 | val_loss: 0.0311797 | Time: 1385.54 ms [2021-09-14 19:30:09 main:574] : INFO : Epoch 1909 | loss: 0.0311814 | val_loss: 0.0311803 | Time: 1386.76 ms [2021-09-14 19:30:11 main:574] : INFO : Epoch 1910 | loss: 0.0311815 | val_loss: 0.03118 | Time: 1387.11 ms [2021-09-14 19:30:12 main:574] : INFO : Epoch 1911 | loss: 0.0311814 | val_loss: 0.0311802 | Time: 1383.16 ms [2021-09-14 19:30:14 main:574] : INFO : Epoch 1912 | loss: 0.0311818 | val_loss: 0.031181 | Time: 1385.12 ms [2021-09-14 19:30:15 main:574] : INFO : Epoch 1913 | loss: 0.0311828 | val_loss: 0.0311809 | Time: 1379.69 ms [2021-09-14 19:30:16 main:574] : INFO : Epoch 1914 | loss: 0.0311814 | val_loss: 0.0311802 | Time: 1386.64 ms [2021-09-14 19:30:18 main:574] : INFO : Epoch 1915 | loss: 0.0311812 | val_loss: 0.0311841 | Time: 1382.92 ms [2021-09-14 19:30:19 main:574] : INFO : Epoch 1916 | loss: 0.0311809 | val_loss: 0.0311804 | Time: 1378.12 ms [2021-09-14 19:30:21 main:574] : INFO : Epoch 1917 | loss: 0.0311814 | val_loss: 0.0311812 | Time: 1384.28 ms [2021-09-14 19:30:22 main:574] : INFO : Epoch 1918 | loss: 0.0311833 | val_loss: 0.031181 | Time: 1388.81 ms [2021-09-14 19:30:23 main:574] : INFO : Epoch 1919 | loss: 0.0311822 | val_loss: 0.031181 | Time: 1389.84 ms [2021-09-14 19:30:25 main:574] : INFO : Epoch 1920 | loss: 0.0311813 | val_loss: 0.0311814 | Time: 1387.2 ms [2021-09-14 19:30:26 main:574] : INFO : Epoch 1921 | loss: 0.0311806 | val_loss: 0.03118 | Time: 1383.69 ms [2021-09-14 19:30:28 main:574] : INFO : Epoch 1922 | loss: 0.0311831 | val_loss: 0.0311811 | Time: 1386.29 ms [2021-09-14 19:30:29 main:574] : INFO : Epoch 1923 | loss: 0.0311832 | val_loss: 0.0311819 | Time: 1403.68 ms [2021-09-14 19:30:30 main:574] : INFO : Epoch 1924 | loss: 0.0311826 | val_loss: 0.0311838 | Time: 1387.8 ms [2021-09-14 19:30:32 main:574] : INFO : Epoch 1925 | loss: 0.0311821 | val_loss: 0.0311832 | Time: 1382.74 ms [2021-09-14 19:30:33 main:574] : INFO : Epoch 1926 | loss: 0.0311822 | val_loss: 0.031183 | Time: 1388.72 ms [2021-09-14 19:30:35 main:574] : INFO : Epoch 1927 | loss: 0.0311808 | val_loss: 0.0311823 | Time: 1380.52 ms [2021-09-14 19:30:36 main:574] : INFO : Epoch 1928 | loss: 0.0311813 | val_loss: 0.0311869 | Time: 1385.56 ms [2021-09-14 19:30:37 main:574] : INFO : Epoch 1929 | loss: 0.0311835 | val_loss: 0.0311856 | Time: 1382.06 ms [2021-09-14 19:30:39 main:574] : INFO : Epoch 1930 | loss: 0.0311825 | val_loss: 0.0311876 | Time: 1385.71 ms [2021-09-14 19:30:40 main:574] : INFO : Epoch 1931 | loss: 0.0311839 | val_loss: 0.0311806 | Time: 1388.97 ms [2021-09-14 19:30:42 main:574] : INFO : Epoch 1932 | loss: 0.031182 | val_loss: 0.0311818 | Time: 1382.62 ms [2021-09-14 19:30:43 main:574] : INFO : Epoch 1933 | loss: 0.0311825 | val_loss: 0.0311796 | Time: 1384.8 ms [2021-09-14 19:30:45 main:574] : INFO : Epoch 1934 | loss: 0.0311814 | val_loss: 0.0311785 | Time: 1382.13 ms [2021-09-14 19:30:46 main:574] : INFO : Epoch 1935 | loss: 0.0311813 | val_loss: 0.031179 | Time: 1384.33 ms [2021-09-14 19:30:47 main:574] : INFO : Epoch 1936 | loss: 0.0311815 | val_loss: 0.0311794 | Time: 1383.8 ms [2021-09-14 19:30:49 main:574] : INFO : Epoch 1937 | loss: 0.0311816 | val_loss: 0.0311792 | Time: 1385.59 ms [2021-09-14 19:30:50 main:574] : INFO : Epoch 1938 | loss: 0.0311812 | val_loss: 0.0311805 | Time: 1382.18 ms [2021-09-14 19:30:52 main:574] : INFO : Epoch 1939 | loss: 0.0311803 | val_loss: 0.0311781 | Time: 1385.06 ms [2021-09-14 19:30:53 main:574] : INFO : Epoch 1940 | loss: 0.0311812 | val_loss: 0.0311813 | Time: 1381.25 ms [2021-09-14 19:30:54 main:574] : INFO : Epoch 1941 | loss: 0.0311831 | val_loss: 0.0311841 | Time: 1386.71 ms [2021-09-14 19:30:56 main:574] : INFO : Epoch 1942 | loss: 0.0311815 | val_loss: 0.0311798 | Time: 1382.9 ms [2021-09-14 19:30:57 main:574] : INFO : Epoch 1943 | loss: 0.0311826 | val_loss: 0.0311818 | Time: 1382.43 ms [2021-09-14 19:30:59 main:574] : INFO : Epoch 1944 | loss: 0.0311823 | val_loss: 0.03118 | Time: 1380.49 ms [2021-09-14 19:31:00 main:574] : INFO : Epoch 1945 | loss: 0.0311848 | val_loss: 0.0311895 | Time: 1383.83 ms [2021-09-14 19:31:01 main:574] : INFO : Epoch 1946 | loss: 0.0311933 | val_loss: 0.031194 | Time: 1380.62 ms [2021-09-14 19:31:03 main:574] : INFO : Epoch 1947 | loss: 0.0312044 | val_loss: 0.0312052 | Time: 1382.7 ms [2021-09-14 19:31:04 main:574] : INFO : Epoch 1948 | loss: 0.0312084 | val_loss: 0.031204 | Time: 1386.94 ms [2021-09-14 19:31:06 main:574] : INFO : Epoch 1949 | loss: 0.0312066 | val_loss: 0.031204 | Time: 1383.48 ms [2021-09-14 19:31:07 main:574] : INFO : Epoch 1950 | loss: 0.0312048 | val_loss: 0.0312026 | Time: 1385.82 ms [2021-09-14 19:31:08 main:574] : INFO : Epoch 1951 | loss: 0.0312024 | val_loss: 0.0312005 | Time: 1385.4 ms [2021-09-14 19:31:10 main:574] : INFO : Epoch 1952 | loss: 0.0312011 | val_loss: 0.0312011 | Time: 1386.85 ms [2021-09-14 19:31:11 main:574] : INFO : Epoch 1953 | loss: 0.0311988 | val_loss: 0.0311974 | Time: 1380.95 ms [2021-09-14 19:31:13 main:574] : INFO : Epoch 1954 | loss: 0.0311979 | val_loss: 0.0311971 | Time: 1380.61 ms [2021-09-14 19:31:14 main:574] : INFO : Epoch 1955 | loss: 0.0311971 | val_loss: 0.0311956 | Time: 1384.31 ms [2021-09-14 19:31:16 main:574] : INFO : Epoch 1956 | loss: 0.0311962 | val_loss: 0.0311946 | Time: 1385.95 ms [2021-09-14 19:31:17 main:574] : INFO : Epoch 1957 | loss: 0.0311956 | val_loss: 0.0311943 | Time: 1383.91 ms [2021-09-14 19:31:18 main:574] : INFO : Epoch 1958 | loss: 0.0311955 | val_loss: 0.0311943 | Time: 1381.34 ms [2021-09-14 19:31:20 main:574] : INFO : Epoch 1959 | loss: 0.0311956 | val_loss: 0.0311949 | Time: 1408.15 ms [2021-09-14 19:31:21 main:574] : INFO : Epoch 1960 | loss: 0.0311956 | val_loss: 0.0311929 | Time: 1386.28 ms [2021-09-14 19:31:23 main:574] : INFO : Epoch 1961 | loss: 0.0311947 | val_loss: 0.0311926 | Time: 1381.55 ms [2021-09-14 19:31:24 main:574] : INFO : Epoch 1962 | loss: 0.0311952 | val_loss: 0.0311933 | Time: 1382.39 ms [2021-09-14 19:31:25 main:574] : INFO : Epoch 1963 | loss: 0.0311946 | val_loss: 0.0311947 | Time: 1383.81 ms [2021-09-14 19:31:27 main:574] : INFO : Epoch 1964 | loss: 0.0311954 | val_loss: 0.0311952 | Time: 1382.26 ms [2021-09-14 19:31:28 main:574] : INFO : Epoch 1965 | loss: 0.0311934 | val_loss: 0.031194 | Time: 1385.48 ms [2021-09-14 19:31:30 main:574] : INFO : Epoch 1966 | loss: 0.0311934 | val_loss: 0.0311934 | Time: 1381.79 ms [2021-09-14 19:31:31 main:574] : INFO : Epoch 1967 | loss: 0.0311927 | val_loss: 0.0311945 | Time: 1385.33 ms [2021-09-14 19:31:32 main:574] : INFO : Epoch 1968 | loss: 0.0311923 | val_loss: 0.0311949 | Time: 1381.33 ms [2021-09-14 19:31:34 main:574] : INFO : Epoch 1969 | loss: 0.0311926 | val_loss: 0.0311941 | Time: 1400.39 ms [2021-09-14 19:31:35 main:574] : INFO : Epoch 1970 | loss: 0.0311914 | val_loss: 0.031194 | Time: 1384.29 ms [2021-09-14 19:31:37 main:574] : INFO : Epoch 1971 | loss: 0.0311922 | val_loss: 0.0311974 | Time: 1383.66 ms [2021-09-14 19:31:38 main:574] : INFO : Epoch 1972 | loss: 0.0311913 | val_loss: 0.0311931 | Time: 1384.23 ms [2021-09-14 19:31:39 main:574] : INFO : Epoch 1973 | loss: 0.0311908 | val_loss: 0.0311934 | Time: 1379.9 ms [2021-09-14 19:31:41 main:574] : INFO : Epoch 1974 | loss: 0.0311907 | val_loss: 0.0311938 | Time: 1386.36 ms [2021-09-14 19:31:42 main:574] : INFO : Epoch 1975 | loss: 0.0311908 | val_loss: 0.0311938 | Time: 1388.47 ms [2021-09-14 19:31:44 main:574] : INFO : Epoch 1976 | loss: 0.0311906 | val_loss: 0.0311943 | Time: 1382.8 ms [2021-09-14 19:31:45 main:574] : INFO : Epoch 1977 | loss: 0.0311901 | val_loss: 0.0311933 | Time: 1387.18 ms [2021-09-14 19:31:46 main:574] : INFO : Epoch 1978 | loss: 0.0311901 | val_loss: 0.0311922 | Time: 1382.55 ms [2021-09-14 19:31:48 main:574] : INFO : Epoch 1979 | loss: 0.0311908 | val_loss: 0.0311938 | Time: 1383.35 ms [2021-09-14 19:31:49 main:574] : INFO : Epoch 1980 | loss: 0.0311927 | val_loss: 0.0311922 | Time: 1382.05 ms [2021-09-14 19:31:51 main:574] : INFO : Epoch 1981 | loss: 0.0311923 | val_loss: 0.0311951 | Time: 1385.34 ms [2021-09-14 19:31:52 main:574] : INFO : Epoch 1982 | loss: 0.0311926 | val_loss: 0.0311948 | Time: 1381.75 ms [2021-09-14 19:31:53 main:574] : INFO : Epoch 1983 | loss: 0.0311929 | val_loss: 0.0311918 | Time: 1381.89 ms [2021-09-14 19:31:55 main:574] : INFO : Epoch 1984 | loss: 0.0311924 | val_loss: 0.0311953 | Time: 1384.56 ms [2021-09-14 19:31:56 main:574] : INFO : Epoch 1985 | loss: 0.0311924 | val_loss: 0.0311915 | Time: 1384.42 ms [2021-09-14 19:31:58 main:574] : INFO : Epoch 1986 | loss: 0.0311912 | val_loss: 0.03119 | Time: 1382.61 ms [2021-09-14 19:31:59 main:574] : INFO : Epoch 1987 | loss: 0.0311895 | val_loss: 0.0311904 | Time: 1384.58 ms [2021-09-14 19:32:00 main:574] : INFO : Epoch 1988 | loss: 0.0311896 | val_loss: 0.0311914 | Time: 1387.28 ms [2021-09-14 19:32:02 main:574] : INFO : Epoch 1989 | loss: 0.0311898 | val_loss: 0.0311912 | Time: 1381.87 ms [2021-09-14 19:32:03 main:574] : INFO : Epoch 1990 | loss: 0.0311894 | val_loss: 0.0311919 | Time: 1382.78 ms [2021-09-14 19:32:05 main:574] : INFO : Epoch 1991 | loss: 0.0311896 | val_loss: 0.0311908 | Time: 1386.54 ms [2021-09-14 19:32:06 main:574] : INFO : Epoch 1992 | loss: 0.0311896 | val_loss: 0.0311897 | Time: 1384.81 ms [2021-09-14 19:32:08 main:574] : INFO : Epoch 1993 | loss: 0.0311886 | val_loss: 0.0311899 | Time: 1382.76 ms [2021-09-14 19:32:09 main:574] : INFO : Epoch 1994 | loss: 0.0311879 | val_loss: 0.0311929 | Time: 1382.99 ms [2021-09-14 19:32:10 main:574] : INFO : Epoch 1995 | loss: 0.0311878 | val_loss: 0.0311923 | Time: 1383.67 ms [2021-09-14 19:32:12 main:574] : INFO : Epoch 1996 | loss: 0.031187 | val_loss: 0.0311906 | Time: 1389.31 ms [2021-09-14 19:32:13 main:574] : INFO : Epoch 1997 | loss: 0.0311881 | val_loss: 0.0311923 | Time: 1382.81 ms [2021-09-14 19:32:15 main:574] : INFO : Epoch 1998 | loss: 0.0311872 | val_loss: 0.0311909 | Time: 1383.76 ms [2021-09-14 19:32:16 main:574] : INFO : Epoch 1999 | loss: 0.0311868 | val_loss: 0.031191 | Time: 1385.06 ms [2021-09-14 19:32:17 main:574] : INFO : Epoch 2000 | loss: 0.0311872 | val_loss: 0.0311918 | Time: 1376.96 ms [2021-09-14 19:32:19 main:574] : INFO : Epoch 2001 | loss: 0.031186 | val_loss: 0.0311908 | Time: 1386.27 ms [2021-09-14 19:32:20 main:574] : INFO : Epoch 2002 | loss: 0.0311862 | val_loss: 0.0311894 | Time: 1375.85 ms [2021-09-14 19:32:22 main:574] : INFO : Epoch 2003 | loss: 0.0311861 | val_loss: 0.0311908 | Time: 1380.65 ms [2021-09-14 19:32:23 main:574] : INFO : Epoch 2004 | loss: 0.0311858 | val_loss: 0.0311897 | Time: 1382.2 ms [2021-09-14 19:32:24 main:574] : INFO : Epoch 2005 | loss: 0.0311864 | val_loss: 0.0311897 | Time: 1386.78 ms [2021-09-14 19:32:26 main:574] : INFO : Epoch 2006 | loss: 0.0311873 | val_loss: 0.0311923 | Time: 1392.28 ms [2021-09-14 19:32:27 main:574] : INFO : Epoch 2007 | loss: 0.0311861 | val_loss: 0.0311911 | Time: 1380.98 ms [2021-09-14 19:32:29 main:574] : INFO : Epoch 2008 | loss: 0.0311852 | val_loss: 0.031192 | Time: 1386.15 ms [2021-09-14 19:32:30 main:574] : INFO : Epoch 2009 | loss: 0.0311853 | val_loss: 0.0311897 | Time: 1384.98 ms [2021-09-14 19:32:31 main:574] : INFO : Epoch 2010 | loss: 0.0311851 | val_loss: 0.0311923 | Time: 1384.31 ms [2021-09-14 19:32:33 main:574] : INFO : Epoch 2011 | loss: 0.0311861 | val_loss: 0.0311895 | Time: 1386.38 ms [2021-09-14 19:32:34 main:574] : INFO : Epoch 2012 | loss: 0.0311849 | val_loss: 0.0311895 | Time: 1382.79 ms [2021-09-14 19:32:36 main:574] : INFO : Epoch 2013 | loss: 0.0311858 | val_loss: 0.031191 | Time: 1384.1 ms [2021-09-14 19:32:37 main:574] : INFO : Epoch 2014 | loss: 0.0311855 | val_loss: 0.0311885 | Time: 1381.97 ms [2021-09-14 19:32:38 main:574] : INFO : Epoch 2015 | loss: 0.0311849 | val_loss: 0.0311931 | Time: 1385.45 ms [2021-09-14 19:32:40 main:574] : INFO : Epoch 2016 | loss: 0.031185 | val_loss: 0.0311935 | Time: 1384.47 ms [2021-09-14 19:32:41 main:574] : INFO : Epoch 2017 | loss: 0.0311844 | val_loss: 0.0311885 | Time: 1384.83 ms [2021-09-14 19:32:43 main:574] : INFO : Epoch 2018 | loss: 0.0311835 | val_loss: 0.0311894 | Time: 1383.78 ms [2021-09-14 19:32:44 main:574] : INFO : Epoch 2019 | loss: 0.0311838 | val_loss: 0.0311893 | Time: 1384.18 ms [2021-09-14 19:32:45 main:574] : INFO : Epoch 2020 | loss: 0.0311844 | val_loss: 0.0311911 | Time: 1382.05 ms [2021-09-14 19:32:47 main:574] : INFO : Epoch 2021 | loss: 0.0311866 | val_loss: 0.0311913 | Time: 1377.07 ms [2021-09-14 19:32:48 main:574] : INFO : Epoch 2022 | loss: 0.0311863 | val_loss: 0.031191 | Time: 1384.82 ms [2021-09-14 19:32:50 main:574] : INFO : Epoch 2023 | loss: 0.0311843 | val_loss: 0.0311888 | Time: 1383.9 ms [2021-09-14 19:32:51 main:574] : INFO : Epoch 2024 | loss: 0.0311831 | val_loss: 0.0311899 | Time: 1378.85 ms [2021-09-14 19:32:52 main:574] : INFO : Epoch 2025 | loss: 0.0311833 | val_loss: 0.0311901 | Time: 1381.53 ms [2021-09-14 19:32:54 main:574] : INFO : Epoch 2026 | loss: 0.0311849 | val_loss: 0.031191 | Time: 1384.26 ms [2021-09-14 19:32:55 main:574] : INFO : Epoch 2027 | loss: 0.0311854 | val_loss: 0.0311893 | Time: 1385.59 ms [2021-09-14 19:32:57 main:574] : INFO : Epoch 2028 | loss: 0.0311848 | val_loss: 0.0311929 | Time: 1381.75 ms [2021-09-14 19:32:58 main:574] : INFO : Epoch 2029 | loss: 0.0311846 | val_loss: 0.03119 | Time: 1386.15 ms [2021-09-14 19:33:00 main:574] : INFO : Epoch 2030 | loss: 0.0311838 | val_loss: 0.0311903 | Time: 1384.76 ms [2021-09-14 19:33:01 main:574] : INFO : Epoch 2031 | loss: 0.031184 | val_loss: 0.0311912 | Time: 1381.03 ms [2021-09-14 19:33:02 main:574] : INFO : Epoch 2032 | loss: 0.0311839 | val_loss: 0.0311861 | Time: 1380.88 ms [2021-09-14 19:33:04 main:574] : INFO : Epoch 2033 | loss: 0.0311847 | val_loss: 0.0311875 | Time: 1387.5 ms [2021-09-14 19:33:05 main:574] : INFO : Epoch 2034 | loss: 0.0311892 | val_loss: 0.0311892 | Time: 1386.55 ms [2021-09-14 19:33:07 main:574] : INFO : Epoch 2035 | loss: 0.0311894 | val_loss: 0.0311886 | Time: 1387.55 ms [2021-09-14 19:33:08 main:574] : INFO : Epoch 2036 | loss: 0.0311878 | val_loss: 0.0311889 | Time: 1386.24 ms [2021-09-14 19:33:09 main:574] : INFO : Epoch 2037 | loss: 0.0311859 | val_loss: 0.0311872 | Time: 1384.44 ms [2021-09-14 19:33:11 main:574] : INFO : Epoch 2038 | loss: 0.0311846 | val_loss: 0.0311863 | Time: 1386.93 ms [2021-09-14 19:33:12 main:574] : INFO : Epoch 2039 | loss: 0.0311849 | val_loss: 0.0311859 | Time: 1386.28 ms [2021-09-14 19:33:14 main:574] : INFO : Epoch 2040 | loss: 0.031185 | val_loss: 0.0311899 | Time: 1381.82 ms [2021-09-14 19:33:15 main:574] : INFO : Epoch 2041 | loss: 0.0311851 | val_loss: 0.0311864 | Time: 1385.93 ms [2021-09-14 19:33:16 main:574] : INFO : Epoch 2042 | loss: 0.0311847 | val_loss: 0.0311878 | Time: 1387.01 ms [2021-09-14 19:33:18 main:574] : INFO : Epoch 2043 | loss: 0.031185 | val_loss: 0.0311851 | Time: 1386.18 ms [2021-09-14 19:33:19 main:574] : INFO : Epoch 2044 | loss: 0.0311845 | val_loss: 0.0311855 | Time: 1384.99 ms [2021-09-14 19:33:21 main:574] : INFO : Epoch 2045 | loss: 0.0311846 | val_loss: 0.0311852 | Time: 1384.86 ms [2021-09-14 19:33:22 main:574] : INFO : Epoch 2046 | loss: 0.0311837 | val_loss: 0.0311851 | Time: 1386.38 ms [2021-09-14 19:33:23 main:574] : INFO : Epoch 2047 | loss: 0.0311846 | val_loss: 0.031191 | Time: 1383.24 ms [2021-09-14 19:33:25 main:574] : INFO : Epoch 2048 | loss: 0.0311859 | val_loss: 0.0311866 | Time: 1387.07 ms [2021-09-14 19:33:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311866 [2021-09-14 19:33:25 main:603] : INFO : Saving end state to config to file [2021-09-14 19:33:25 main:608] : INFO : Success, exiting.. 19:33:25 (18408): 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)