Task 3871504
| Name | ParityModified-1608177033-4958-6_1 |
| Workunit | 1952603 |
| Created | 27 Jan 2021, 8:13:57 UTC |
| Sent | 27 Jan 2021, 8:15:31 UTC |
| Report deadline | 3 Feb 2021, 8:15:31 UTC |
| Received | 27 Jan 2021, 12:15:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8079 |
| Run time | 46 min 4 sec |
| CPU time | 45 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,956.74 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.39 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -27 12:03:24 main:574] : INFO : Epoch 1542 | loss: 0.0311803 | val_loss: 0.0311872 | Time: 1386.18 ms [2021-01-27 12:03:25 main:574] : INFO : Epoch 1543 | loss: 0.0311813 | val_loss: 0.0311852 | Time: 1256.6 ms [2021-01-27 12:03:27 main:574] : INFO : Epoch 1544 | loss: 0.031182 | val_loss: 0.0311892 | Time: 1383.61 ms [2021-01-27 12:03:28 main:574] : INFO : Epoch 1545 | loss: 0.0311827 | val_loss: 0.0311856 | Time: 1373.16 ms [2021-01-27 12:03:29 main:574] : INFO : Epoch 1546 | loss: 0.0311831 | val_loss: 0.0311875 | Time: 1257.28 ms [2021-01-27 12:03:31 main:574] : INFO : Epoch 1547 | loss: 0.0311858 | val_loss: 0.0311887 | Time: 1401.09 ms [2021-01-27 12:03:32 main:574] : INFO : Epoch 1548 | loss: 0.0311848 | val_loss: 0.0311877 | Time: 1372.76 ms [2021-01-27 12:03:33 main:574] : INFO : Epoch 1549 | loss: 0.0311842 | val_loss: 0.0311875 | Time: 1255.96 ms [2021-01-27 12:03:35 main:574] : INFO : Epoch 1550 | loss: 0.0311843 | val_loss: 0.0311887 | Time: 1416.89 ms [2021-01-27 12:03:36 main:574] : INFO : Epoch 1551 | loss: 0.0311844 | val_loss: 0.0311871 | Time: 1379.53 ms [2021-01-27 12:03:38 main:574] : INFO : Epoch 1552 | loss: 0.0311832 | val_loss: 0.0311882 | Time: 1257.92 ms [2021-01-27 12:03:39 main:574] : INFO : Epoch 1553 | loss: 0.031184 | val_loss: 0.0311865 | Time: 1503.68 ms [2021-01-27 12:03:40 main:574] : INFO : Epoch 1554 | loss: 0.0311827 | val_loss: 0.0311867 | Time: 1309.31 ms [2021-01-27 12:03:42 main:574] : INFO : Epoch 1555 | loss: 0.0311825 | val_loss: 0.0311861 | Time: 1258.65 ms [2021-01-27 12:03:43 main:574] : INFO : Epoch 1556 | loss: 0.0311824 | val_loss: 0.0311888 | Time: 1428.38 ms [2021-01-27 12:03:44 main:574] : INFO : Epoch 1557 | loss: 0.0311821 | val_loss: 0.0311864 | Time: 1318.39 ms [2021-01-27 12:03:46 main:574] : INFO : Epoch 1558 | loss: 0.031182 | val_loss: 0.0311858 | Time: 1258.87 ms [2021-01-27 12:03:47 main:574] : INFO : Epoch 1559 | loss: 0.0311828 | val_loss: 0.0311862 | Time: 1476.07 ms [2021-01-27 12:03:48 main:574] : INFO : Epoch 1560 | loss: 0.0311824 | val_loss: 0.0311863 | Time: 1293.12 ms [2021-01-27 12:03:50 main:574] : INFO : Epoch 1561 | loss: 0.0311816 | val_loss: 0.031187 | Time: 1272.25 ms [2021-01-27 12:03:51 main:574] : INFO : Epoch 1562 | loss: 0.0311818 | val_loss: 0.0311918 | Time: 1478.15 ms [2021-01-27 12:03:53 main:574] : INFO : Epoch 1563 | loss: 0.0311821 | val_loss: 0.0311854 | Time: 1295.04 ms [2021-01-27 12:03:54 main:574] : INFO : Epoch 1564 | loss: 0.0311813 | val_loss: 0.0311891 | Time: 1240.2 ms [2021-01-27 12:03:55 main:574] : INFO : Epoch 1565 | loss: 0.0311856 | val_loss: 0.0311871 | Time: 1511.08 ms [2021-01-27 12:03:57 main:574] : INFO : Epoch 1566 | loss: 0.0311826 | val_loss: 0.0311868 | Time: 1282.35 ms [2021-01-27 12:03:58 main:574] : INFO : Epoch 1567 | loss: 0.0311824 | val_loss: 0.0311859 | Time: 1238.3 ms [2021-01-27 12:03:59 main:574] : INFO : Epoch 1568 | loss: 0.0311819 | val_loss: 0.0311878 | Time: 1515.54 ms [2021-01-27 12:04:01 main:574] : INFO : Epoch 1569 | loss: 0.0311826 | val_loss: 0.0311879 | Time: 1234.13 ms [2021-01-27 12:04:02 main:574] : INFO : Epoch 1570 | loss: 0.0311815 | val_loss: 0.0311871 | Time: 1223.84 ms [2021-01-27 12:04:03 main:574] : INFO : Epoch 1571 | loss: 0.0311812 | val_loss: 0.0311855 | Time: 1490.33 ms [2021-01-27 12:04:05 main:574] : INFO : Epoch 1572 | loss: 0.0311805 | val_loss: 0.0311852 | Time: 1265.52 ms [2021-01-27 12:04:06 main:574] : INFO : Epoch 1573 | loss: 0.0311807 | val_loss: 0.0311887 | Time: 1240.15 ms [2021-01-27 12:04:07 main:574] : INFO : Epoch 1574 | loss: 0.0311821 | val_loss: 0.0311872 | Time: 1479.62 ms [2021-01-27 12:04:09 main:574] : INFO : Epoch 1575 | loss: 0.0311812 | val_loss: 0.0311868 | Time: 1318.42 ms [2021-01-27 12:04:10 main:574] : INFO : Epoch 1576 | loss: 0.0311806 | val_loss: 0.0311851 | Time: 1247.11 ms [2021-01-27 12:04:11 main:574] : INFO : Epoch 1577 | loss: 0.03118 | val_loss: 0.0311852 | Time: 1492.62 ms [2021-01-27 12:04:13 main:574] : INFO : Epoch 1578 | loss: 0.03118 | val_loss: 0.0311863 | Time: 1243.97 ms [2021-01-27 12:04:14 main:574] : INFO : Epoch 1579 | loss: 0.0311806 | val_loss: 0.0311859 | Time: 1241.5 ms [2021-01-27 12:04:15 main:574] : INFO : Epoch 1580 | loss: 0.0311812 | val_loss: 0.0311861 | Time: 1469.48 ms [2021-01-27 12:04:17 main:574] : INFO : Epoch 1581 | loss: 0.0311817 | val_loss: 0.0311884 | Time: 1275.21 ms [2021-01-27 12:04:18 main:574] : INFO : Epoch 1582 | loss: 0.0311822 | val_loss: 0.0311875 | Time: 1249.75 ms [2021-01-27 12:04:19 main:574] : INFO : Epoch 1583 | loss: 0.0311805 | val_loss: 0.0311861 | Time: 1478.28 ms [2021-01-27 12:04:21 main:574] : INFO : Epoch 1584 | loss: 0.0311895 | val_loss: 0.0311925 | Time: 1276.92 ms [2021-01-27 12:04:22 main:574] : INFO : Epoch 1585 | loss: 0.0311939 | val_loss: 0.0311947 | Time: 1242 ms [2021-01-27 12:04:24 main:574] : INFO : Epoch 1586 | loss: 0.0311942 | val_loss: 0.0311915 | Time: 1567.65 ms [2021-01-27 12:04:25 main:574] : INFO : Epoch 1587 | loss: 0.031194 | val_loss: 0.0311918 | Time: 1242.06 ms [2021-01-27 12:04:26 main:574] : INFO : Epoch 1588 | loss: 0.0311919 | val_loss: 0.0311907 | Time: 1282.59 ms [2021-01-27 12:04:28 main:574] : INFO : Epoch 1589 | loss: 0.0311906 | val_loss: 0.0311892 | Time: 1510.34 ms [2021-01-27 12:04:29 main:574] : INFO : Epoch 1590 | loss: 0.03119 | val_loss: 0.0311898 | Time: 1293.55 ms [2021-01-27 12:04:30 main:574] : INFO : Epoch 1591 | loss: 0.031192 | val_loss: 0.0311928 | Time: 1249.43 ms [2021-01-27 12:04:32 main:574] : INFO : Epoch 1592 | loss: 0.0311955 | val_loss: 0.0311931 | Time: 1523.32 ms [2021-01-27 12:04:33 main:574] : INFO : Epoch 1593 | loss: 0.0311946 | val_loss: 0.0311929 | Time: 1250.62 ms [2021-01-27 12:04:34 main:574] : INFO : Epoch 1594 | loss: 0.0311934 | val_loss: 0.0311925 | Time: 1248.81 ms [2021-01-27 12:04:36 main:574] : INFO : Epoch 1595 | loss: 0.0311933 | val_loss: 0.0311914 | Time: 1524.24 ms [2021-01-27 12:04:37 main:574] : INFO : Epoch 1596 | loss: 0.0311925 | val_loss: 0.0311904 | Time: 1244 ms [2021-01-27 12:04:38 main:574] : INFO : Epoch 1597 | loss: 0.0311925 | val_loss: 0.031191 | Time: 1222.77 ms [2021-01-27 12:04:40 main:574] : INFO : Epoch 1598 | loss: 0.0311926 | val_loss: 0.0311915 | Time: 1485.89 ms [2021-01-27 12:04:41 main:574] : INFO : Epoch 1599 | loss: 0.0311929 | val_loss: 0.031191 | Time: 1234.84 ms [2021-01-27 12:04:42 main:574] : INFO : Epoch 1600 | loss: 0.0311925 | val_loss: 0.0311919 | Time: 1242.89 ms [2021-01-27 12:04:44 main:574] : INFO : Epoch 1601 | loss: 0.0311919 | val_loss: 0.0311917 | Time: 1543.69 ms [2021-01-27 12:04:45 main:574] : INFO : Epoch 1602 | loss: 0.031192 | val_loss: 0.0311901 | Time: 1275.05 ms [2021-01-27 12:04:46 main:574] : INFO : Epoch 1603 | loss: 0.0311927 | val_loss: 0.0311896 | Time: 1244.93 ms [2021-01-27 12:04:48 main:574] : INFO : Epoch 1604 | loss: 0.0311934 | val_loss: 0.0311892 | Time: 1479.84 ms [2021-01-27 12:04:49 main:574] : INFO : Epoch 1605 | loss: 0.0311933 | val_loss: 0.0311884 | Time: 1249.92 ms [2021-01-27 12:04:50 main:574] : INFO : Epoch 1606 | loss: 0.0311923 | val_loss: 0.0311885 | Time: 1246.88 ms [2021-01-27 12:04:52 main:574] : INFO : Epoch 1607 | loss: 0.0311919 | val_loss: 0.0311889 | Time: 1491.23 ms [2021-01-27 12:04:53 main:574] : INFO : Epoch 1608 | loss: 0.0311912 | val_loss: 0.0311886 | Time: 1238.45 ms [2021-01-27 12:04:54 main:574] : INFO : Epoch 1609 | loss: 0.0311908 | val_loss: 0.0311887 | Time: 1222.38 ms [2021-01-27 12:04:56 main:574] : INFO : Epoch 1610 | loss: 0.0311905 | val_loss: 0.0311887 | Time: 1489.84 ms [2021-01-27 12:04:57 main:574] : INFO : Epoch 1611 | loss: 0.0311905 | val_loss: 0.0311936 | Time: 1259.76 ms [2021-01-27 12:04:58 main:574] : INFO : Epoch 1612 | loss: 0.0311906 | val_loss: 0.0311895 | Time: 1237.43 ms [2021-01-27 12:05:00 main:574] : INFO : Epoch 1613 | loss: 0.0311892 | val_loss: 0.0311884 | Time: 1536.38 ms [2021-01-27 12:05:01 main:574] : INFO : Epoch 1614 | loss: 0.0311896 | val_loss: 0.0311888 | Time: 1247 ms [2021-01-27 12:05:02 main:574] : INFO : Epoch 1615 | loss: 0.0311888 | val_loss: 0.0311908 | Time: 1247.37 ms [2021-01-27 12:05:04 main:574] : INFO : Epoch 1616 | loss: 0.0311886 | val_loss: 0.0311885 | Time: 1422.02 ms [2021-01-27 12:05:05 main:574] : INFO : Epoch 1617 | loss: 0.0311881 | val_loss: 0.0311899 | Time: 1231.07 ms [2021-01-27 12:05:06 main:574] : INFO : Epoch 1618 | loss: 0.0311885 | val_loss: 0.0311888 | Time: 1231.59 ms [2021-01-27 12:05:08 main:574] : INFO : Epoch 1619 | loss: 0.0311891 | val_loss: 0.0311906 | Time: 1485.18 ms [2021-01-27 12:05:09 main:574] : INFO : Epoch 1620 | loss: 0.0311883 | val_loss: 0.0311914 | Time: 1265.32 ms [2021-01-27 12:05:10 main:574] : INFO : Epoch 1621 | loss: 0.0311879 | val_loss: 0.0311882 | Time: 1251.36 ms [2021-01-27 12:05:12 main:574] : INFO : Epoch 1622 | loss: 0.0311873 | val_loss: 0.0311883 | Time: 1490.01 ms [2021-01-27 12:05:13 main:574] : INFO : Epoch 1623 | loss: 0.0311871 | val_loss: 0.0311883 | Time: 1242.45 ms [2021-01-27 12:05:14 main:574] : INFO : Epoch 1624 | loss: 0.0311872 | val_loss: 0.0311896 | Time: 1238.83 ms [2021-01-27 12:05:16 main:574] : INFO : Epoch 1625 | loss: 0.0311883 | val_loss: 0.031192 | Time: 1495.6 ms [2021-01-27 12:05:17 main:574] : INFO : Epoch 1626 | loss: 0.0311887 | val_loss: 0.0311885 | Time: 1251.94 ms [2021-01-27 12:05:18 main:574] : INFO : Epoch 1627 | loss: 0.0311876 | val_loss: 0.0311887 | Time: 1248.02 ms [2021-01-27 12:05:20 main:574] : INFO : Epoch 1628 | loss: 0.0311873 | val_loss: 0.0311885 | Time: 1494.45 ms [2021-01-27 12:05:21 main:574] : INFO : Epoch 1629 | loss: 0.0311898 | val_loss: 0.0311884 | Time: 1262.62 ms [2021-01-27 12:05:22 main:574] : INFO : Epoch 1630 | loss: 0.0311922 | val_loss: 0.0311903 | Time: 1214.85 ms [2021-01-27 12:05:24 main:574] : INFO : Epoch 1631 | loss: 0.0311916 | val_loss: 0.0311891 | Time: 1489.2 ms [2021-01-27 12:05:25 main:574] : INFO : Epoch 1632 | loss: 0.0311907 | val_loss: 0.0311884 | Time: 1230.96 ms [2021-01-27 12:05:26 main:574] : INFO : Epoch 1633 | loss: 0.0311894 | val_loss: 0.0311876 | Time: 1239.38 ms [2021-01-27 12:05:28 main:574] : INFO : Epoch 1634 | loss: 0.0311891 | val_loss: 0.0311866 | Time: 1490.29 ms [2021-01-27 12:05:29 main:574] : INFO : Epoch 1635 | loss: 0.0311895 | val_loss: 0.031187 | Time: 1257.32 ms [2021-01-27 12:05:30 main:574] : INFO : Epoch 1636 | loss: 0.0311881 | val_loss: 0.0311893 | Time: 1238.66 ms [2021-01-27 12:05:32 main:574] : INFO : Epoch 1637 | loss: 0.0311898 | val_loss: 0.0311862 | Time: 1448.05 ms [2021-01-27 12:05:33 main:574] : INFO : Epoch 1638 | loss: 0.0311877 | val_loss: 0.0311863 | Time: 1279.64 ms [2021-01-27 12:05:34 main:574] : INFO : Epoch 1639 | loss: 0.0311885 | val_loss: 0.0311866 | Time: 1248.85 ms [2021-01-27 12:05:36 main:574] : INFO : Epoch 1640 | loss: 0.0311887 | val_loss: 0.0311911 | Time: 1405.82 ms [2021-01-27 12:05:37 main:574] : INFO : Epoch 1641 | loss: 0.0311928 | val_loss: 0.031193 | Time: 1285.05 ms [2021-01-27 12:05:38 main:574] : INFO : Epoch 1642 | loss: 0.031192 | val_loss: 0.0311949 | Time: 1251.12 ms [2021-01-27 12:05:40 main:574] : INFO : Epoch 1643 | loss: 0.0311935 | val_loss: 0.0311975 | Time: 1452.79 ms [2021-01-27 12:05:41 main:574] : INFO : Epoch 1644 | loss: 0.031192 | val_loss: 0.0311987 | Time: 1269.12 ms [2021-01-27 12:05:42 main:574] : INFO : Epoch 1645 | loss: 0.0311936 | val_loss: 0.0311985 | Time: 1244.25 ms [2021-01-27 12:05:44 main:574] : INFO : Epoch 1646 | loss: 0.0311917 | val_loss: 0.0311975 | Time: 1538.65 ms [2021-01-27 12:05:45 main:574] : INFO : Epoch 1647 | loss: 0.0311979 | val_loss: 0.0312035 | Time: 1255.03 ms [2021-01-27 12:05:46 main:574] : INFO : Epoch 1648 | loss: 0.0312007 | val_loss: 0.0312001 | Time: 1283.71 ms [2021-01-27 12:05:48 main:574] : INFO : Epoch 1649 | loss: 0.0312003 | val_loss: 0.0312004 | Time: 1566.92 ms [2021-01-27 12:05:50 main:574] : INFO : Epoch 1650 | loss: 0.0311997 | val_loss: 0.0311997 | Time: 1584.84 ms [2021-01-27 12:05:51 main:574] : INFO : Epoch 1651 | loss: 0.0311982 | val_loss: 0.0312004 | Time: 1641.64 ms [2021-01-27 12:05:53 main:574] : INFO : Epoch 1652 | loss: 0.0311976 | val_loss: 0.0312013 | Time: 1430.69 ms [2021-01-27 12:05:54 main:574] : INFO : Epoch 1653 | loss: 0.0311994 | val_loss: 0.0312003 | Time: 1237.13 ms [2021-01-27 12:05:55 main:574] : INFO : Epoch 1654 | loss: 0.0311988 | val_loss: 0.0312043 | Time: 1351.28 ms [2021-01-27 12:05:57 main:574] : INFO : Epoch 1655 | loss: 0.031199 | val_loss: 0.0312011 | Time: 1417.19 ms [2021-01-27 12:05:58 main:574] : INFO : Epoch 1656 | loss: 0.0311969 | val_loss: 0.0312013 | Time: 1235.51 ms [2021-01-27 12:05:59 main:574] : INFO : Epoch 1657 | loss: 0.0311977 | val_loss: 0.0312057 | Time: 1355.06 ms [2021-01-27 12:06:01 main:574] : INFO : Epoch 1658 | loss: 0.031198 | val_loss: 0.0312015 | Time: 1422.16 ms [2021-01-27 12:06:02 main:574] : INFO : Epoch 1659 | loss: 0.0311977 | val_loss: 0.0312016 | Time: 1237.59 ms [2021-01-27 12:06:03 main:574] : INFO : Epoch 1660 | loss: 0.0311969 | val_loss: 0.0312024 | Time: 1347.55 ms [2021-01-27 12:06:05 main:574] : INFO : Epoch 1661 | loss: 0.0311992 | val_loss: 0.0312 | Time: 1399.62 ms [2021-01-27 12:06:06 main:574] : INFO : Epoch 1662 | loss: 0.0311957 | val_loss: 0.0312013 | Time: 1262.85 ms [2021-01-27 12:06:07 main:574] : INFO : Epoch 1663 | loss: 0.031195 | val_loss: 0.0311995 | Time: 1339.77 ms [2021-01-27 12:06:09 main:574] : INFO : Epoch 1664 | loss: 0.0311997 | val_loss: 0.031204 | Time: 1436.22 ms [2021-01-27 12:06:10 main:574] : INFO : Epoch 1665 | loss: 0.0312021 | val_loss: 0.0312049 | Time: 1228.7 ms [2021-01-27 12:06:11 main:574] : INFO : Epoch 1666 | loss: 0.0312006 | val_loss: 0.0312061 | Time: 1371.19 ms [2021-01-27 12:06:13 main:574] : INFO : Epoch 1667 | loss: 0.0312009 | val_loss: 0.0312012 | Time: 1467.61 ms [2021-01-27 12:06:14 main:574] : INFO : Epoch 1668 | loss: 0.0312 | val_loss: 0.0312018 | Time: 1240.14 ms [2021-01-27 12:06:15 main:574] : INFO : Epoch 1669 | loss: 0.0311984 | val_loss: 0.0312017 | Time: 1352.4 ms [2021-01-27 12:06:17 main:574] : INFO : Epoch 1670 | loss: 0.0311979 | val_loss: 0.0311931 | Time: 1380.67 ms [2021-01-27 12:06:18 main:574] : INFO : Epoch 1671 | loss: 0.0311954 | val_loss: 0.031193 | Time: 1248.65 ms [2021-01-27 12:06:19 main:574] : INFO : Epoch 1672 | loss: 0.031195 | val_loss: 0.0311921 | Time: 1307.11 ms [2021-01-27 12:06:21 main:574] : INFO : Epoch 1673 | loss: 0.0311943 | val_loss: 0.0311912 | Time: 1394.34 ms [2021-01-27 12:06:22 main:574] : INFO : Epoch 1674 | loss: 0.0311933 | val_loss: 0.0311911 | Time: 1243.65 ms [2021-01-27 12:06:23 main:574] : INFO : Epoch 1675 | loss: 0.0311929 | val_loss: 0.0311913 | Time: 1345.85 ms [2021-01-27 12:06:25 main:574] : INFO : Epoch 1676 | loss: 0.0311952 | val_loss: 0.0311921 | Time: 1429.22 ms [2021-01-27 12:06:26 main:574] : INFO : Epoch 1677 | loss: 0.0311922 | val_loss: 0.0311899 | Time: 1259.88 ms [2021-01-27 12:06:27 main:574] : INFO : Epoch 1678 | loss: 0.0311911 | val_loss: 0.0311919 | Time: 1383.44 ms [2021-01-27 12:06:29 main:574] : INFO : Epoch 1679 | loss: 0.0311913 | val_loss: 0.0311907 | Time: 1409.22 ms [2021-01-27 12:06:30 main:574] : INFO : Epoch 1680 | loss: 0.0311907 | val_loss: 0.0311884 | Time: 1231.01 ms [2021-01-27 12:06:32 main:574] : INFO : Epoch 1681 | loss: 0.0311909 | val_loss: 0.0311896 | Time: 1378.78 ms [2021-01-27 12:06:33 main:574] : INFO : Epoch 1682 | loss: 0.0311909 | val_loss: 0.0311901 | Time: 1376.25 ms [2021-01-27 12:06:34 main:574] : INFO : Epoch 1683 | loss: 0.0311913 | val_loss: 0.0311897 | Time: 1234.7 ms [2021-01-27 12:06:36 main:574] : INFO : Epoch 1684 | loss: 0.0311912 | val_loss: 0.0311922 | Time: 1351.43 ms [2021-01-27 12:06:37 main:574] : INFO : Epoch 1685 | loss: 0.031194 | val_loss: 0.0311923 | Time: 1388.66 ms [2021-01-27 12:06:38 main:574] : INFO : Epoch 1686 | loss: 0.0311937 | val_loss: 0.0311909 | Time: 1245.23 ms [2021-01-27 12:06:40 main:574] : INFO : Epoch 1687 | loss: 0.0311917 | val_loss: 0.0311919 | Time: 1377.1 ms [2021-01-27 12:06:41 main:574] : INFO : Epoch 1688 | loss: 0.0311922 | val_loss: 0.0311929 | Time: 1377.79 ms [2021-01-27 12:06:42 main:574] : INFO : Epoch 1689 | loss: 0.0311921 | val_loss: 0.0311921 | Time: 1261.96 ms [2021-01-27 12:06:44 main:574] : INFO : Epoch 1690 | loss: 0.0311933 | val_loss: 0.0311931 | Time: 1342.95 ms [2021-01-27 12:06:45 main:574] : INFO : Epoch 1691 | loss: 0.0311926 | val_loss: 0.0311911 | Time: 1406.28 ms [2021-01-27 12:06:46 main:574] : INFO : Epoch 1692 | loss: 0.0311907 | val_loss: 0.0311913 | Time: 1245.89 ms [2021-01-27 12:06:48 main:574] : INFO : Epoch 1693 | loss: 0.0311915 | val_loss: 0.0311905 | Time: 1352.39 ms [2021-01-27 12:06:49 main:574] : INFO : Epoch 1694 | loss: 0.0311921 | val_loss: 0.0311915 | Time: 1445.09 ms [2021-01-27 12:06:51 main:574] : INFO : Epoch 1695 | loss: 0.031191 | val_loss: 0.0311929 | Time: 1597.86 ms [2021-01-27 12:06:52 main:574] : INFO : Epoch 1696 | loss: 0.0311909 | val_loss: 0.0311936 | Time: 1650.92 ms [2021-01-27 12:06:54 main:574] : INFO : Epoch 1697 | loss: 0.0311914 | val_loss: 0.0311956 | Time: 1236.37 ms [2021-01-27 12:06:55 main:574] : INFO : Epoch 1698 | loss: 0.0311945 | val_loss: 0.0311949 | Time: 1242.84 ms [2021-01-27 12:06:56 main:574] : INFO : Epoch 1699 | loss: 0.0311928 | val_loss: 0.0311935 | Time: 1499.81 ms [2021-01-27 12:06:58 main:574] : INFO : Epoch 1700 | loss: 0.0311919 | val_loss: 0.031193 | Time: 1253.75 ms [2021-01-27 12:06:59 main:574] : INFO : Epoch 1701 | loss: 0.0311921 | val_loss: 0.0311945 | Time: 1241.01 ms [2021-01-27 12:07:00 main:574] : INFO : Epoch 1702 | loss: 0.0311923 | val_loss: 0.0311949 | Time: 1515.65 ms [2021-01-27 12:07:02 main:574] : INFO : Epoch 1703 | loss: 0.0311922 | val_loss: 0.0311918 | Time: 1245.1 ms [2021-01-27 12:07:03 main:574] : INFO : Epoch 1704 | loss: 0.031191 | val_loss: 0.031193 | Time: 1238.11 ms [2021-01-27 12:07:04 main:574] : INFO : Epoch 1705 | loss: 0.0311903 | val_loss: 0.0311928 | Time: 1439.85 ms [2021-01-27 12:07:06 main:574] : INFO : Epoch 1706 | loss: 0.0311906 | val_loss: 0.0311931 | Time: 1255.87 ms [2021-01-27 12:07:07 main:574] : INFO : Epoch 1707 | loss: 0.0311898 | val_loss: 0.0311921 | Time: 1236.22 ms [2021-01-27 12:07:08 main:574] : INFO : Epoch 1708 | loss: 0.0311896 | val_loss: 0.031191 | Time: 1549.21 ms [2021-01-27 12:07:10 main:574] : INFO : Epoch 1709 | loss: 0.0311895 | val_loss: 0.0311909 | Time: 1245.3 ms [2021-01-27 12:07:11 main:574] : INFO : Epoch 1710 | loss: 0.0311901 | val_loss: 0.0311933 | Time: 1250 ms [2021-01-27 12:07:12 main:574] : INFO : Epoch 1711 | loss: 0.0311907 | val_loss: 0.0311918 | Time: 1450.95 ms [2021-01-27 12:07:14 main:574] : INFO : Epoch 1712 | loss: 0.0311898 | val_loss: 0.0311902 | Time: 1227.62 ms [2021-01-27 12:07:15 main:574] : INFO : Epoch 1713 | loss: 0.0311877 | val_loss: 0.0311876 | Time: 1239.96 ms [2021-01-27 12:07:16 main:574] : INFO : Epoch 1714 | loss: 0.0311868 | val_loss: 0.0311872 | Time: 1573.36 ms [2021-01-27 12:07:18 main:574] : INFO : Epoch 1715 | loss: 0.0311868 | val_loss: 0.0311884 | Time: 1240.81 ms [2021-01-27 12:07:19 main:574] : INFO : Epoch 1716 | loss: 0.0311909 | val_loss: 0.0311909 | Time: 1244.76 ms [2021-01-27 12:07:20 main:574] : INFO : Epoch 1717 | loss: 0.0311886 | val_loss: 0.0311879 | Time: 1493.55 ms [2021-01-27 12:07:22 main:574] : INFO : Epoch 1718 | loss: 0.0311882 | val_loss: 0.031187 | Time: 1229.11 ms [2021-01-27 12:07:23 main:574] : INFO : Epoch 1719 | loss: 0.0311872 | val_loss: 0.0311862 | Time: 1228.19 ms [2021-01-27 12:07:24 main:574] : INFO : Epoch 1720 | loss: 0.0311878 | val_loss: 0.031187 | Time: 1475.51 ms [2021-01-27 12:07:26 main:574] : INFO : Epoch 1721 | loss: 0.0311871 | val_loss: 0.0311865 | Time: 1242.34 ms [2021-01-27 12:07:27 main:574] : INFO : Epoch 1722 | loss: 0.0311867 | val_loss: 0.0311883 | Time: 1238.25 ms [2021-01-27 12:07:28 main:574] : INFO : Epoch 1723 | loss: 0.0311871 | val_loss: 0.0311889 | Time: 1514.36 ms [2021-01-27 12:07:30 main:574] : INFO : Epoch 1724 | loss: 0.0311871 | val_loss: 0.0311875 | Time: 1280.01 ms [2021-01-27 12:07:31 main:574] : INFO : Epoch 1725 | loss: 0.031188 | val_loss: 0.0311898 | Time: 1236.39 ms [2021-01-27 12:07:32 main:574] : INFO : Epoch 1726 | loss: 0.0311877 | val_loss: 0.0311906 | Time: 1458.71 ms [2021-01-27 12:07:34 main:574] : INFO : Epoch 1727 | loss: 0.0311889 | val_loss: 0.0311868 | Time: 1247.72 ms [2021-01-27 12:07:35 main:574] : INFO : Epoch 1728 | loss: 0.0311869 | val_loss: 0.0311877 | Time: 1252.4 ms [2021-01-27 12:07:36 main:574] : INFO : Epoch 1729 | loss: 0.0311859 | val_loss: 0.0311876 | Time: 1474.42 ms [2021-01-27 12:07:38 main:574] : INFO : Epoch 1730 | loss: 0.031186 | val_loss: 0.0311867 | Time: 1263.34 ms [2021-01-27 12:07:39 main:574] : INFO : Epoch 1731 | loss: 0.0311854 | val_loss: 0.0311881 | Time: 1237.02 ms [2021-01-27 12:07:40 main:574] : INFO : Epoch 1732 | loss: 0.0311863 | val_loss: 0.0311874 | Time: 1451.86 ms [2021-01-27 12:07:42 main:574] : INFO : Epoch 1733 | loss: 0.0311852 | val_loss: 0.0311879 | Time: 1281.05 ms [2021-01-27 12:07:43 main:574] : INFO : Epoch 1734 | loss: 0.0311852 | val_loss: 0.0311882 | Time: 1225.54 ms [2021-01-27 12:07:44 main:574] : INFO : Epoch 1735 | loss: 0.031186 | val_loss: 0.0311876 | Time: 1421.02 ms [2021-01-27 12:07:46 main:574] : INFO : Epoch 1736 | loss: 0.0311858 | val_loss: 0.0311864 | Time: 1275.4 ms [2021-01-27 12:07:47 main:574] : INFO : Epoch 1737 | loss: 0.0311863 | val_loss: 0.0311842 | Time: 1238.81 ms [2021-01-27 12:07:48 main:574] : INFO : Epoch 1738 | loss: 0.0311852 | val_loss: 0.0311842 | Time: 1438.65 ms [2021-01-27 12:07:50 main:574] : INFO : Epoch 1739 | loss: 0.0311855 | val_loss: 0.0311861 | Time: 1384.78 ms [2021-01-27 12:07:51 main:574] : INFO : Epoch 1740 | loss: 0.0311869 | val_loss: 0.0311875 | Time: 1666.79 ms [2021-01-27 12:07:53 main:574] : INFO : Epoch 1741 | loss: 0.0311851 | val_loss: 0.031184 | Time: 1492.66 ms [2021-01-27 12:07:54 main:574] : INFO : Epoch 1742 | loss: 0.0311838 | val_loss: 0.0311835 | Time: 1238.23 ms [2021-01-27 12:07:55 main:574] : INFO : Epoch 1743 | loss: 0.0311857 | val_loss: 0.0311864 | Time: 1265.13 ms [2021-01-27 12:07:57 main:574] : INFO : Epoch 1744 | loss: 0.0311839 | val_loss: 0.0311841 | Time: 1499.62 ms [2021-01-27 12:07:58 main:574] : INFO : Epoch 1745 | loss: 0.0311839 | val_loss: 0.0311852 | Time: 1235.84 ms [2021-01-27 12:07:59 main:574] : INFO : Epoch 1746 | loss: 0.0311841 | val_loss: 0.031184 | Time: 1237.13 ms [2021-01-27 12:08:01 main:574] : INFO : Epoch 1747 | loss: 0.0311832 | val_loss: 0.0311837 | Time: 1505.39 ms [2021-01-27 12:08:02 main:574] : INFO : Epoch 1748 | loss: 0.0311843 | val_loss: 0.0311844 | Time: 1223.96 ms [2021-01-27 12:08:03 main:574] : INFO : Epoch 1749 | loss: 0.0311832 | val_loss: 0.031186 | Time: 1239.82 ms [2021-01-27 12:08:05 main:574] : INFO : Epoch 1750 | loss: 0.031184 | val_loss: 0.0311847 | Time: 1508.84 ms [2021-01-27 12:08:06 main:574] : INFO : Epoch 1751 | loss: 0.0311845 | val_loss: 0.0311842 | Time: 1241.27 ms [2021-01-27 12:08:07 main:574] : INFO : Epoch 1752 | loss: 0.0311845 | val_loss: 0.0311849 | Time: 1222.1 ms [2021-01-27 12:08:09 main:574] : INFO : Epoch 1753 | loss: 0.031183 | val_loss: 0.0311853 | Time: 1495.78 ms [2021-01-27 12:08:10 main:574] : INFO : Epoch 1754 | loss: 0.0311832 | val_loss: 0.0311845 | Time: 1246.78 ms [2021-01-27 12:08:11 main:574] : INFO : Epoch 1755 | loss: 0.031183 | val_loss: 0.0311841 | Time: 1238.38 ms [2021-01-27 12:08:13 main:574] : INFO : Epoch 1756 | loss: 0.0311829 | val_loss: 0.0311839 | Time: 1483.12 ms [2021-01-27 12:08:14 main:574] : INFO : Epoch 1757 | loss: 0.0311823 | val_loss: 0.0311847 | Time: 1242.58 ms [2021-01-27 12:08:15 main:574] : INFO : Epoch 1758 | loss: 0.0311823 | val_loss: 0.0311847 | Time: 1245.27 ms [2021-01-27 12:08:17 main:574] : INFO : Epoch 1759 | loss: 0.031185 | val_loss: 0.0311844 | Time: 1447.91 ms [2021-01-27 12:08:18 main:574] : INFO : Epoch 1760 | loss: 0.0311855 | val_loss: 0.0311897 | Time: 1231.36 ms [2021-01-27 12:08:19 main:574] : INFO : Epoch 1761 | loss: 0.0311864 | val_loss: 0.0311863 | Time: 1245.42 ms [2021-01-27 12:08:21 main:574] : INFO : Epoch 1762 | loss: 0.0311838 | val_loss: 0.0311841 | Time: 1500.87 ms [2021-01-27 12:08:22 main:574] : INFO : Epoch 1763 | loss: 0.0311827 | val_loss: 0.0311831 | Time: 1232.6 ms [2021-01-27 12:08:23 main:574] : INFO : Epoch 1764 | loss: 0.0311835 | val_loss: 0.0311854 | Time: 1245.49 ms [2021-01-27 12:08:25 main:574] : INFO : Epoch 1765 | loss: 0.031185 | val_loss: 0.0311851 | Time: 1461.64 ms [2021-01-27 12:08:26 main:574] : INFO : Epoch 1766 | loss: 0.0311825 | val_loss: 0.0311839 | Time: 1238.39 ms [2021-01-27 12:08:27 main:574] : INFO : Epoch 1767 | loss: 0.0311825 | val_loss: 0.0311855 | Time: 1248.84 ms [2021-01-27 12:08:29 main:574] : INFO : Epoch 1768 | loss: 0.0311823 | val_loss: 0.0311835 | Time: 1468.87 ms [2021-01-27 12:08:30 main:574] : INFO : Epoch 1769 | loss: 0.0311821 | val_loss: 0.0311847 | Time: 1238.19 ms [2021-01-27 12:08:31 main:574] : INFO : Epoch 1770 | loss: 0.0311823 | val_loss: 0.0311845 | Time: 1229.4 ms [2021-01-27 12:08:33 main:574] : INFO : Epoch 1771 | loss: 0.0311829 | val_loss: 0.0311847 | Time: 1495.99 ms [2021-01-27 12:08:34 main:574] : INFO : Epoch 1772 | loss: 0.0311824 | val_loss: 0.0311844 | Time: 1249.32 ms [2021-01-27 12:08:35 main:574] : INFO : Epoch 1773 | loss: 0.0311818 | val_loss: 0.031184 | Time: 1245.97 ms [2021-01-27 12:08:37 main:574] : INFO : Epoch 1774 | loss: 0.031182 | val_loss: 0.0311831 | Time: 1548.41 ms [2021-01-27 12:08:38 main:574] : INFO : Epoch 1775 | loss: 0.0311816 | val_loss: 0.0311844 | Time: 1249.53 ms [2021-01-27 12:08:39 main:574] : INFO : Epoch 1776 | loss: 0.0311821 | val_loss: 0.0311843 | Time: 1240.31 ms [2021-01-27 12:08:41 main:574] : INFO : Epoch 1777 | loss: 0.0311812 | val_loss: 0.0311837 | Time: 1558.16 ms [2021-01-27 12:08:42 main:574] : INFO : Epoch 1778 | loss: 0.0311812 | val_loss: 0.0311855 | Time: 1241.11 ms [2021-01-27 12:08:43 main:574] : INFO : Epoch 1779 | loss: 0.0311826 | val_loss: 0.0311845 | Time: 1249.83 ms [2021-01-27 12:08:45 main:574] : INFO : Epoch 1780 | loss: 0.0311838 | val_loss: 0.0311874 | Time: 1480.55 ms [2021-01-27 12:08:46 main:574] : INFO : Epoch 1781 | loss: 0.031182 | val_loss: 0.0311834 | Time: 1235.53 ms [2021-01-27 12:08:47 main:574] : INFO : Epoch 1782 | loss: 0.0311813 | val_loss: 0.0311863 | Time: 1255.12 ms [2021-01-27 12:08:49 main:574] : INFO : Epoch 1783 | loss: 0.0311839 | val_loss: 0.0311892 | Time: 1474.16 ms [2021-01-27 12:08:50 main:574] : INFO : Epoch 1784 | loss: 0.0311831 | val_loss: 0.0311828 | Time: 1222.99 ms [2021-01-27 12:08:52 main:574] : INFO : Epoch 1785 | loss: 0.0311809 | val_loss: 0.0311827 | Time: 1569.2 ms [2021-01-27 12:08:53 main:574] : INFO : Epoch 1786 | loss: 0.0311812 | val_loss: 0.0311882 | Time: 1488 ms [2021-01-27 12:08:54 main:574] : INFO : Epoch 1787 | loss: 0.0311817 | val_loss: 0.0311876 | Time: 1225.34 ms [2021-01-27 12:08:56 main:574] : INFO : Epoch 1788 | loss: 0.0311816 | val_loss: 0.0311846 | Time: 1233.37 ms [2021-01-27 12:08:57 main:574] : INFO : Epoch 1789 | loss: 0.0311821 | val_loss: 0.0311839 | Time: 1472.4 ms [2021-01-27 12:08:58 main:574] : INFO : Epoch 1790 | loss: 0.0311811 | val_loss: 0.0311841 | Time: 1257.18 ms [2021-01-27 12:09:00 main:574] : INFO : Epoch 1791 | loss: 0.0311811 | val_loss: 0.0311847 | Time: 1250.45 ms [2021-01-27 12:09:01 main:574] : INFO : Epoch 1792 | loss: 0.0311809 | val_loss: 0.031186 | Time: 1491.89 ms [2021-01-27 12:09:02 main:574] : INFO : Epoch 1793 | loss: 0.0311804 | val_loss: 0.0311835 | Time: 1253.78 ms [2021-01-27 12:09:04 main:574] : INFO : Epoch 1794 | loss: 0.0311803 | val_loss: 0.0311839 | Time: 1284.66 ms [2021-01-27 12:09:05 main:574] : INFO : Epoch 1795 | loss: 0.03118 | val_loss: 0.0311841 | Time: 1482.57 ms [2021-01-27 12:09:07 main:574] : INFO : Epoch 1796 | loss: 0.0311803 | val_loss: 0.0311841 | Time: 1294.43 ms [2021-01-27 12:09:08 main:574] : INFO : Epoch 1797 | loss: 0.0311802 | val_loss: 0.0311842 | Time: 1246.42 ms [2021-01-27 12:09:09 main:574] : INFO : Epoch 1798 | loss: 0.03118 | val_loss: 0.0311867 | Time: 1471.44 ms [2021-01-27 12:09:11 main:574] : INFO : Epoch 1799 | loss: 0.0311814 | val_loss: 0.0311844 | Time: 1256.01 ms [2021-01-27 12:09:12 main:574] : INFO : Epoch 1800 | loss: 0.0311816 | val_loss: 0.0311839 | Time: 1273.46 ms [2021-01-27 12:09:13 main:574] : INFO : Epoch 1801 | loss: 0.0311823 | val_loss: 0.031184 | Time: 1484.53 ms [2021-01-27 12:09:15 main:574] : INFO : Epoch 1802 | loss: 0.0311813 | val_loss: 0.0311838 | Time: 1253.06 ms [2021-01-27 12:09:16 main:574] : INFO : Epoch 1803 | loss: 0.0311815 | val_loss: 0.031185 | Time: 1268.85 ms [2021-01-27 12:09:17 main:574] : INFO : Epoch 1804 | loss: 0.031181 | val_loss: 0.0311844 | Time: 1471.26 ms [2021-01-27 12:09:19 main:574] : INFO : Epoch 1805 | loss: 0.031181 | val_loss: 0.0311843 | Time: 1242.34 ms [2021-01-27 12:09:20 main:574] : INFO : Epoch 1806 | loss: 0.0311804 | val_loss: 0.0311837 | Time: 1290.9 ms [2021-01-27 12:09:21 main:574] : INFO : Epoch 1807 | loss: 0.0311809 | val_loss: 0.0311835 | Time: 1462.66 ms [2021-01-27 12:09:23 main:574] : INFO : Epoch 1808 | loss: 0.0311804 | val_loss: 0.0311842 | Time: 1239.5 ms [2021-01-27 12:09:24 main:574] : INFO : Epoch 1809 | loss: 0.0311803 | val_loss: 0.031185 | Time: 1267.62 ms [2021-01-27 12:09:25 main:574] : INFO : Epoch 1810 | loss: 0.031181 | val_loss: 0.0311846 | Time: 1461.14 ms [2021-01-27 12:09:27 main:574] : INFO : Epoch 1811 | loss: 0.0311809 | val_loss: 0.0311833 | Time: 1242.24 ms [2021-01-27 12:09:28 main:574] : INFO : Epoch 1812 | loss: 0.0311802 | val_loss: 0.0311847 | Time: 1256.63 ms [2021-01-27 12:09:29 main:574] : INFO : Epoch 1813 | loss: 0.0311817 | val_loss: 0.031185 | Time: 1470.01 ms [2021-01-27 12:09:31 main:574] : INFO : Epoch 1814 | loss: 0.0311831 | val_loss: 0.0311858 | Time: 1241.42 ms [2021-01-27 12:09:32 main:574] : INFO : Epoch 1815 | loss: 0.031183 | val_loss: 0.0311866 | Time: 1243.79 ms [2021-01-27 12:09:33 main:574] : INFO : Epoch 1816 | loss: 0.0311853 | val_loss: 0.0311856 | Time: 1467.46 ms [2021-01-27 12:09:35 main:574] : INFO : Epoch 1817 | loss: 0.031186 | val_loss: 0.0311828 | Time: 1237.42 ms [2021-01-27 12:09:36 main:574] : INFO : Epoch 1818 | loss: 0.0311866 | val_loss: 0.0311877 | Time: 1335.57 ms [2021-01-27 12:09:37 main:574] : INFO : Epoch 1819 | loss: 0.0311898 | val_loss: 0.0311861 | Time: 1460.14 ms [2021-01-27 12:09:39 main:574] : INFO : Epoch 1820 | loss: 0.0311907 | val_loss: 0.0311854 | Time: 1247.69 ms [2021-01-27 12:09:40 main:574] : INFO : Epoch 1821 | loss: 0.0311908 | val_loss: 0.0311871 | Time: 1249.18 ms [2021-01-27 12:09:41 main:574] : INFO : Epoch 1822 | loss: 0.0311889 | val_loss: 0.031185 | Time: 1453.4 ms [2021-01-27 12:09:43 main:574] : INFO : Epoch 1823 | loss: 0.0311883 | val_loss: 0.0311864 | Time: 1243.34 ms [2021-01-27 12:09:44 main:574] : INFO : Epoch 1824 | loss: 0.0311881 | val_loss: 0.0311854 | Time: 1242.28 ms [2021-01-27 12:09:45 main:574] : INFO : Epoch 1825 | loss: 0.0311884 | val_loss: 0.0311848 | Time: 1461.42 ms [2021-01-27 12:09:47 main:574] : INFO : Epoch 1826 | loss: 0.0311889 | val_loss: 0.0311848 | Time: 1262.26 ms [2021-01-27 12:09:48 main:574] : INFO : Epoch 1827 | loss: 0.0311869 | val_loss: 0.0311844 | Time: 1231.37 ms [2021-01-27 12:09:49 main:574] : INFO : Epoch 1828 | loss: 0.0311861 | val_loss: 0.0311841 | Time: 1490.64 ms [2021-01-27 12:09:51 main:574] : INFO : Epoch 1829 | loss: 0.031187 | val_loss: 0.0311845 | Time: 1250.26 ms [2021-01-27 12:09:52 main:574] : INFO : Epoch 1830 | loss: 0.0311885 | val_loss: 0.0311851 | Time: 1541.66 ms [2021-01-27 12:09:54 main:574] : INFO : Epoch 1831 | loss: 0.0311858 | val_loss: 0.0311834 | Time: 1438.98 ms [2021-01-27 12:09:55 main:574] : INFO : Epoch 1832 | loss: 0.0311857 | val_loss: 0.0311836 | Time: 1235.42 ms [2021-01-27 12:09:56 main:574] : INFO : Epoch 1833 | loss: 0.0311853 | val_loss: 0.0311854 | Time: 1242.82 ms [2021-01-27 12:09:58 main:574] : INFO : Epoch 1834 | loss: 0.0311856 | val_loss: 0.0311852 | Time: 1490.99 ms [2021-01-27 12:09:59 main:574] : INFO : Epoch 1835 | loss: 0.0311864 | val_loss: 0.0311915 | Time: 1252.98 ms [2021-01-27 12:10:00 main:574] : INFO : Epoch 1836 | loss: 0.0311882 | val_loss: 0.0311864 | Time: 1305.1 ms [2021-01-27 12:10:02 main:574] : INFO : Epoch 1837 | loss: 0.0311859 | val_loss: 0.0311849 | Time: 1440.94 ms [2021-01-27 12:10:03 main:574] : INFO : Epoch 1838 | loss: 0.0311866 | val_loss: 0.0311847 | Time: 1222.86 ms [2021-01-27 12:10:04 main:574] : INFO : Epoch 1839 | loss: 0.031188 | val_loss: 0.0311875 | Time: 1309.48 ms [2021-01-27 12:10:06 main:574] : INFO : Epoch 1840 | loss: 0.0311856 | val_loss: 0.0311857 | Time: 1452.74 ms [2021-01-27 12:10:07 main:574] : INFO : Epoch 1841 | loss: 0.0311846 | val_loss: 0.0311816 | Time: 1241.96 ms [2021-01-27 12:10:08 main:574] : INFO : Epoch 1842 | loss: 0.0311845 | val_loss: 0.0311864 | Time: 1294.05 ms [2021-01-27 12:10:10 main:574] : INFO : Epoch 1843 | loss: 0.0311874 | val_loss: 0.0311899 | Time: 1460.45 ms [2021-01-27 12:10:11 main:574] : INFO : Epoch 1844 | loss: 0.031188 | val_loss: 0.0311878 | Time: 1226.48 ms [2021-01-27 12:10:12 main:574] : INFO : Epoch 1845 | loss: 0.0311868 | val_loss: 0.0311901 | Time: 1271.05 ms [2021-01-27 12:10:14 main:574] : INFO : Epoch 1846 | loss: 0.0311882 | val_loss: 0.0311895 | Time: 1476.26 ms [2021-01-27 12:10:15 main:574] : INFO : Epoch 1847 | loss: 0.0311867 | val_loss: 0.0311914 | Time: 1229.11 ms [2021-01-27 12:10:16 main:574] : INFO : Epoch 1848 | loss: 0.0311875 | val_loss: 0.031192 | Time: 1271.21 ms [2021-01-27 12:10:18 main:574] : INFO : Epoch 1849 | loss: 0.031187 | val_loss: 0.0311894 | Time: 1423.74 ms [2021-01-27 12:10:19 main:574] : INFO : Epoch 1850 | loss: 0.0311861 | val_loss: 0.0311879 | Time: 1263.61 ms [2021-01-27 12:10:20 main:574] : INFO : Epoch 1851 | loss: 0.0311857 | val_loss: 0.0311863 | Time: 1317.6 ms [2021-01-27 12:10:22 main:574] : INFO : Epoch 1852 | loss: 0.0311851 | val_loss: 0.0311881 | Time: 1490.14 ms [2021-01-27 12:10:23 main:574] : INFO : Epoch 1853 | loss: 0.0311852 | val_loss: 0.0311851 | Time: 1244.21 ms [2021-01-27 12:10:24 main:574] : INFO : Epoch 1854 | loss: 0.031184 | val_loss: 0.0311874 | Time: 1271.05 ms [2021-01-27 12:10:26 main:574] : INFO : Epoch 1855 | loss: 0.0311879 | val_loss: 0.031187 | Time: 1543.95 ms [2021-01-27 12:10:27 main:574] : INFO : Epoch 1856 | loss: 0.0311877 | val_loss: 0.031187 | Time: 1234.29 ms [2021-01-27 12:10:28 main:574] : INFO : Epoch 1857 | loss: 0.0311874 | val_loss: 0.0311868 | Time: 1333.43 ms [2021-01-27 12:10:30 main:574] : INFO : Epoch 1858 | loss: 0.0311881 | val_loss: 0.031187 | Time: 1403.42 ms [2021-01-27 12:10:31 main:574] : INFO : Epoch 1859 | loss: 0.031187 | val_loss: 0.0311859 | Time: 1224.17 ms [2021-01-27 12:10:32 main:574] : INFO : Epoch 1860 | loss: 0.0311865 | val_loss: 0.031186 | Time: 1307.56 ms [2021-01-27 12:10:34 main:574] : INFO : Epoch 1861 | loss: 0.0311903 | val_loss: 0.0311886 | Time: 1458.43 ms [2021-01-27 12:10:35 main:574] : INFO : Epoch 1862 | loss: 0.0311874 | val_loss: 0.0311845 | Time: 1235.27 ms [2021-01-27 12:10:36 main:574] : INFO : Epoch 1863 | loss: 0.0311879 | val_loss: 0.0311855 | Time: 1245.32 ms [2021-01-27 12:10:38 main:574] : INFO : Epoch 1864 | loss: 0.0311864 | val_loss: 0.0311857 | Time: 1532.71 ms [2021-01-27 12:10:39 main:574] : INFO : Epoch 1865 | loss: 0.0311863 | val_loss: 0.0311846 | Time: 1233.82 ms [2021-01-27 12:10:40 main:574] : INFO : Epoch 1866 | loss: 0.0311873 | val_loss: 0.0311861 | Time: 1327.05 ms [2021-01-27 12:10:42 main:574] : INFO : Epoch 1867 | loss: 0.0311867 | val_loss: 0.0311864 | Time: 1493.31 ms [2021-01-27 12:10:43 main:574] : INFO : Epoch 1868 | loss: 0.0311852 | val_loss: 0.0311855 | Time: 1241.34 ms [2021-01-27 12:10:44 main:574] : INFO : Epoch 1869 | loss: 0.0311847 | val_loss: 0.0311848 | Time: 1332.31 ms [2021-01-27 12:10:46 main:574] : INFO : Epoch 1870 | loss: 0.031184 | val_loss: 0.0311839 | Time: 1397.74 ms [2021-01-27 12:10:47 main:574] : INFO : Epoch 1871 | loss: 0.031184 | val_loss: 0.0311842 | Time: 1271.2 ms [2021-01-27 12:10:49 main:574] : INFO : Epoch 1872 | loss: 0.0311845 | val_loss: 0.0311848 | Time: 1339.24 ms [2021-01-27 12:10:50 main:574] : INFO : Epoch 1873 | loss: 0.0311832 | val_loss: 0.031184 | Time: 1477.71 ms [2021-01-27 12:10:51 main:574] : INFO : Epoch 1874 | loss: 0.0311839 | val_loss: 0.0311843 | Time: 1262.33 ms [2021-01-27 12:10:53 main:574] : INFO : Epoch 1875 | loss: 0.0311829 | val_loss: 0.0311848 | Time: 1598.7 ms [2021-01-27 12:10:54 main:574] : INFO : Epoch 1876 | loss: 0.0311835 | val_loss: 0.031184 | Time: 1336.05 ms [2021-01-27 12:10:55 main:574] : INFO : Epoch 1877 | loss: 0.0311824 | val_loss: 0.0311846 | Time: 1240.7 ms [2021-01-27 12:10:57 main:574] : INFO : Epoch 1878 | loss: 0.031183 | val_loss: 0.0311839 | Time: 1443.58 ms [2021-01-27 12:10:58 main:574] : INFO : Epoch 1879 | loss: 0.0311836 | val_loss: 0.0311846 | Time: 1394.7 ms [2021-01-27 12:11:00 main:574] : INFO : Epoch 1880 | loss: 0.0311825 | val_loss: 0.0311858 | Time: 1258.81 ms [2021-01-27 12:11:01 main:574] : INFO : Epoch 1881 | loss: 0.0311828 | val_loss: 0.0311841 | Time: 1395.84 ms [2021-01-27 12:11:02 main:574] : INFO : Epoch 1882 | loss: 0.0311825 | val_loss: 0.0311835 | Time: 1324.36 ms [2021-01-27 12:11:04 main:574] : INFO : Epoch 1883 | loss: 0.0311825 | val_loss: 0.0311848 | Time: 1241.42 ms [2021-01-27 12:11:05 main:574] : INFO : Epoch 1884 | loss: 0.0311837 | val_loss: 0.0311865 | Time: 1476.68 ms [2021-01-27 12:11:06 main:574] : INFO : Epoch 1885 | loss: 0.0311838 | val_loss: 0.031188 | Time: 1395.67 ms [2021-01-27 12:11:08 main:574] : INFO : Epoch 1886 | loss: 0.031185 | val_loss: 0.0311882 | Time: 1246.85 ms [2021-01-27 12:11:09 main:574] : INFO : Epoch 1887 | loss: 0.0311831 | val_loss: 0.0311844 | Time: 1474.01 ms [2021-01-27 12:11:10 main:574] : INFO : Epoch 1888 | loss: 0.0311846 | val_loss: 0.0311885 | Time: 1279.31 ms [2021-01-27 12:11:12 main:574] : INFO : Epoch 1889 | loss: 0.0311866 | val_loss: 0.0311925 | Time: 1240.4 ms [2021-01-27 12:11:13 main:574] : INFO : Epoch 1890 | loss: 0.0311869 | val_loss: 0.0311894 | Time: 1533.66 ms [2021-01-27 12:11:15 main:574] : INFO : Epoch 1891 | loss: 0.0311817 | val_loss: 0.0311836 | Time: 1292.41 ms [2021-01-27 12:11:16 main:574] : INFO : Epoch 1892 | loss: 0.0311805 | val_loss: 0.031184 | Time: 1242.6 ms [2021-01-27 12:11:17 main:574] : INFO : Epoch 1893 | loss: 0.0311805 | val_loss: 0.031184 | Time: 1490.99 ms [2021-01-27 12:11:19 main:574] : INFO : Epoch 1894 | loss: 0.0311808 | val_loss: 0.0311851 | Time: 1288.18 ms [2021-01-27 12:11:20 main:574] : INFO : Epoch 1895 | loss: 0.031181 | val_loss: 0.0311877 | Time: 1230.27 ms [2021-01-27 12:11:21 main:574] : INFO : Epoch 1896 | loss: 0.0311832 | val_loss: 0.031185 | Time: 1462.78 ms [2021-01-27 12:11:23 main:574] : INFO : Epoch 1897 | loss: 0.0311806 | val_loss: 0.0311851 | Time: 1264.94 ms [2021-01-27 12:11:24 main:574] : INFO : Epoch 1898 | loss: 0.0311817 | val_loss: 0.0311853 | Time: 1242.81 ms [2021-01-27 12:11:25 main:574] : INFO : Epoch 1899 | loss: 0.0311807 | val_loss: 0.0311846 | Time: 1457.98 ms [2021-01-27 12:11:27 main:574] : INFO : Epoch 1900 | loss: 0.0311816 | val_loss: 0.0311844 | Time: 1249.39 ms [2021-01-27 12:11:28 main:574] : INFO : Epoch 1901 | loss: 0.031181 | val_loss: 0.0311839 | Time: 1251.68 ms [2021-01-27 12:11:29 main:574] : INFO : Epoch 1902 | loss: 0.0311803 | val_loss: 0.0311863 | Time: 1495 ms [2021-01-27 12:11:31 main:574] : INFO : Epoch 1903 | loss: 0.0311805 | val_loss: 0.0311839 | Time: 1274.03 ms [2021-01-27 12:11:32 main:574] : INFO : Epoch 1904 | loss: 0.0311793 | val_loss: 0.0311849 | Time: 1237.06 ms [2021-01-27 12:11:33 main:574] : INFO : Epoch 1905 | loss: 0.0311795 | val_loss: 0.0311847 | Time: 1463.55 ms [2021-01-27 12:11:35 main:574] : INFO : Epoch 1906 | loss: 0.03118 | val_loss: 0.0311841 | Time: 1252.29 ms [2021-01-27 12:11:36 main:574] : INFO : Epoch 1907 | loss: 0.0311797 | val_loss: 0.0311846 | Time: 1254.8 ms [2021-01-27 12:11:37 main:574] : INFO : Epoch 1908 | loss: 0.031181 | val_loss: 0.0311837 | Time: 1494.62 ms [2021-01-27 12:11:39 main:574] : INFO : Epoch 1909 | loss: 0.0311796 | val_loss: 0.0311839 | Time: 1258.57 ms [2021-01-27 12:11:40 main:574] : INFO : Epoch 1910 | loss: 0.0311811 | val_loss: 0.0311843 | Time: 1256.57 ms [2021-01-27 12:11:41 main:574] : INFO : Epoch 1911 | loss: 0.0311802 | val_loss: 0.0311853 | Time: 1489.84 ms [2021-01-27 12:11:43 main:574] : INFO : Epoch 1912 | loss: 0.0311807 | val_loss: 0.0311845 | Time: 1260.66 ms [2021-01-27 12:11:44 main:574] : INFO : Epoch 1913 | loss: 0.0311806 | val_loss: 0.0311834 | Time: 1229.54 ms [2021-01-27 12:11:45 main:574] : INFO : Epoch 1914 | loss: 0.0311804 | val_loss: 0.031183 | Time: 1520.78 ms [2021-01-27 12:11:47 main:574] : INFO : Epoch 1915 | loss: 0.0311794 | val_loss: 0.0311836 | Time: 1280.07 ms [2021-01-27 12:11:48 main:574] : INFO : Epoch 1916 | loss: 0.0311794 | val_loss: 0.0311834 | Time: 1250 ms [2021-01-27 12:11:50 main:574] : INFO : Epoch 1917 | loss: 0.0311794 | val_loss: 0.0311854 | Time: 1534.6 ms [2021-01-27 12:11:51 main:574] : INFO : Epoch 1918 | loss: 0.0311804 | val_loss: 0.0311837 | Time: 1257.84 ms [2021-01-27 12:11:52 main:574] : INFO : Epoch 1919 | loss: 0.0311798 | val_loss: 0.0311842 | Time: 1367.31 ms [2021-01-27 12:11:54 main:574] : INFO : Epoch 1920 | loss: 0.0311799 | val_loss: 0.0311851 | Time: 1600.19 ms [2021-01-27 12:11:55 main:574] : INFO : Epoch 1921 | loss: 0.0311793 | val_loss: 0.0311839 | Time: 1254.32 ms [2021-01-27 12:11:56 main:574] : INFO : Epoch 1922 | loss: 0.0311792 | val_loss: 0.0311844 | Time: 1239.24 ms [2021-01-27 12:11:58 main:574] : INFO : Epoch 1923 | loss: 0.0311793 | val_loss: 0.0311842 | Time: 1553.86 ms [2021-01-27 12:11:59 main:574] : INFO : Epoch 1924 | loss: 0.0311791 | val_loss: 0.0311859 | Time: 1264.06 ms [2021-01-27 12:12:00 main:574] : INFO : Epoch 1925 | loss: 0.031181 | val_loss: 0.0311839 | Time: 1254.61 ms [2021-01-27 12:12:02 main:574] : INFO : Epoch 1926 | loss: 0.031179 | val_loss: 0.0311844 | Time: 1509.69 ms [2021-01-27 12:12:03 main:574] : INFO : Epoch 1927 | loss: 0.0311793 | val_loss: 0.0311845 | Time: 1253.43 ms [2021-01-27 12:12:04 main:574] : INFO : Epoch 1928 | loss: 0.0311807 | val_loss: 0.0311846 | Time: 1252.06 ms [2021-01-27 12:12:06 main:574] : INFO : Epoch 1929 | loss: 0.0311811 | val_loss: 0.0311838 | Time: 1582.68 ms [2021-01-27 12:12:07 main:574] : INFO : Epoch 1930 | loss: 0.0311816 | val_loss: 0.0311835 | Time: 1255.6 ms [2021-01-27 12:12:09 main:574] : INFO : Epoch 1931 | loss: 0.0311817 | val_loss: 0.0311838 | Time: 1235.59 ms [2021-01-27 12:12:10 main:574] : INFO : Epoch 1932 | loss: 0.031181 | val_loss: 0.0311856 | Time: 1532.67 ms [2021-01-27 12:12:11 main:574] : INFO : Epoch 1933 | loss: 0.0311826 | val_loss: 0.0311858 | Time: 1242.44 ms [2021-01-27 12:12:13 main:574] : INFO : Epoch 1934 | loss: 0.0311822 | val_loss: 0.031184 | Time: 1270.71 ms [2021-01-27 12:12:14 main:574] : INFO : Epoch 1935 | loss: 0.0311805 | val_loss: 0.0311831 | Time: 1545.59 ms [2021-01-27 12:12:15 main:574] : INFO : Epoch 1936 | loss: 0.0311798 | val_loss: 0.0311807 | Time: 1241.65 ms [2021-01-27 12:12:17 main:574] : INFO : Epoch 1937 | loss: 0.0311804 | val_loss: 0.0311832 | Time: 1286.38 ms [2021-01-27 12:12:18 main:574] : INFO : Epoch 1938 | loss: 0.0311802 | val_loss: 0.0311858 | Time: 1517.81 ms [2021-01-27 12:12:20 main:574] : INFO : Epoch 1939 | loss: 0.0311816 | val_loss: 0.0311826 | Time: 1236.17 ms [2021-01-27 12:12:21 main:574] : INFO : Epoch 1940 | loss: 0.0311826 | val_loss: 0.0311912 | Time: 1326.74 ms [2021-01-27 12:12:22 main:574] : INFO : Epoch 1941 | loss: 0.031183 | val_loss: 0.0311859 | Time: 1468.28 ms [2021-01-27 12:12:24 main:574] : INFO : Epoch 1942 | loss: 0.0311826 | val_loss: 0.0311857 | Time: 1233.83 ms [2021-01-27 12:12:25 main:574] : INFO : Epoch 1943 | loss: 0.0311842 | val_loss: 0.0311845 | Time: 1306.32 ms [2021-01-27 12:12:26 main:574] : INFO : Epoch 1944 | loss: 0.0311814 | val_loss: 0.0311821 | Time: 1431.63 ms [2021-01-27 12:12:28 main:574] : INFO : Epoch 1945 | loss: 0.0311803 | val_loss: 0.0311823 | Time: 1284.47 ms [2021-01-27 12:12:29 main:574] : INFO : Epoch 1946 | loss: 0.0311799 | val_loss: 0.0311844 | Time: 1340.62 ms [2021-01-27 12:12:30 main:574] : INFO : Epoch 1947 | loss: 0.03118 | val_loss: 0.0311817 | Time: 1452.23 ms [2021-01-27 12:12:32 main:574] : INFO : Epoch 1948 | loss: 0.0311789 | val_loss: 0.0311822 | Time: 1257.43 ms [2021-01-27 12:12:33 main:574] : INFO : Epoch 1949 | loss: 0.0311789 | val_loss: 0.0311826 | Time: 1358.91 ms [2021-01-27 12:12:34 main:574] : INFO : Epoch 1950 | loss: 0.0311792 | val_loss: 0.0311818 | Time: 1396.45 ms [2021-01-27 12:12:36 main:574] : INFO : Epoch 1951 | loss: 0.0311792 | val_loss: 0.0311818 | Time: 1236.11 ms [2021-01-27 12:12:37 main:574] : INFO : Epoch 1952 | loss: 0.0311792 | val_loss: 0.0311813 | Time: 1373.5 ms [2021-01-27 12:12:39 main:574] : INFO : Epoch 1953 | loss: 0.0311796 | val_loss: 0.0311813 | Time: 1417.9 ms [2021-01-27 12:12:40 main:574] : INFO : Epoch 1954 | loss: 0.031179 | val_loss: 0.031182 | Time: 1251.93 ms [2021-01-27 12:12:41 main:574] : INFO : Epoch 1955 | loss: 0.0311801 | val_loss: 0.0311856 | Time: 1339.84 ms [2021-01-27 12:12:43 main:574] : INFO : Epoch 1956 | loss: 0.0311826 | val_loss: 0.0311858 | Time: 1404.86 ms [2021-01-27 12:12:44 main:574] : INFO : Epoch 1957 | loss: 0.0311807 | val_loss: 0.0311853 | Time: 1255.91 ms [2021-01-27 12:12:45 main:574] : INFO : Epoch 1958 | loss: 0.0311811 | val_loss: 0.0311846 | Time: 1398 ms [2021-01-27 12:12:47 main:574] : INFO : Epoch 1959 | loss: 0.0311803 | val_loss: 0.0311873 | Time: 1421.09 ms [2021-01-27 12:12:48 main:574] : INFO : Epoch 1960 | loss: 0.0311813 | val_loss: 0.0311861 | Time: 1225.99 ms [2021-01-27 12:12:49 main:574] : INFO : Epoch 1961 | loss: 0.0311823 | val_loss: 0.0311831 | Time: 1413.08 ms [2021-01-27 12:12:51 main:574] : INFO : Epoch 1962 | loss: 0.0311812 | val_loss: 0.0311832 | Time: 1354.72 ms [2021-01-27 12:12:52 main:574] : INFO : Epoch 1963 | loss: 0.0311818 | val_loss: 0.0311837 | Time: 1267.55 ms [2021-01-27 12:12:53 main:574] : INFO : Epoch 1964 | loss: 0.0311804 | val_loss: 0.0311824 | Time: 1499.86 ms [2021-01-27 12:12:55 main:574] : INFO : Epoch 1965 | loss: 0.0311797 | val_loss: 0.0311825 | Time: 1319.45 ms [2021-01-27 12:12:56 main:574] : INFO : Epoch 1966 | loss: 0.0311798 | val_loss: 0.0311821 | Time: 1239.16 ms [2021-01-27 12:12:57 main:574] : INFO : Epoch 1967 | loss: 0.0311797 | val_loss: 0.0311831 | Time: 1400.59 ms [2021-01-27 12:12:59 main:574] : INFO : Epoch 1968 | loss: 0.0311797 | val_loss: 0.0311837 | Time: 1343.76 ms [2021-01-27 12:13:00 main:574] : INFO : Epoch 1969 | loss: 0.0311804 | val_loss: 0.0311824 | Time: 1253.97 ms [2021-01-27 12:13:01 main:574] : INFO : Epoch 1970 | loss: 0.0311795 | val_loss: 0.0311815 | Time: 1439.67 ms [2021-01-27 12:13:03 main:574] : INFO : Epoch 1971 | loss: 0.031178 | val_loss: 0.0311822 | Time: 1357.08 ms [2021-01-27 12:13:04 main:574] : INFO : Epoch 1972 | loss: 0.0311794 | val_loss: 0.0311812 | Time: 1251.67 ms [2021-01-27 12:13:06 main:574] : INFO : Epoch 1973 | loss: 0.0311805 | val_loss: 0.0311844 | Time: 1446.78 ms [2021-01-27 12:13:07 main:574] : INFO : Epoch 1974 | loss: 0.0311787 | val_loss: 0.0311816 | Time: 1331.16 ms [2021-01-27 12:13:08 main:574] : INFO : Epoch 1975 | loss: 0.0311782 | val_loss: 0.0311811 | Time: 1230.11 ms [2021-01-27 12:13:10 main:574] : INFO : Epoch 1976 | loss: 0.0311778 | val_loss: 0.031181 | Time: 1443.78 ms [2021-01-27 12:13:11 main:574] : INFO : Epoch 1977 | loss: 0.031179 | val_loss: 0.0311838 | Time: 1291.81 ms [2021-01-27 12:13:12 main:574] : INFO : Epoch 1978 | loss: 0.0311792 | val_loss: 0.0311815 | Time: 1233.39 ms [2021-01-27 12:13:14 main:574] : INFO : Epoch 1979 | loss: 0.0311781 | val_loss: 0.0311845 | Time: 1456.13 ms [2021-01-27 12:13:15 main:574] : INFO : Epoch 1980 | loss: 0.031179 | val_loss: 0.0311817 | Time: 1358.14 ms [2021-01-27 12:13:16 main:574] : INFO : Epoch 1981 | loss: 0.031179 | val_loss: 0.0311819 | Time: 1246.57 ms [2021-01-27 12:13:18 main:574] : INFO : Epoch 1982 | loss: 0.0311779 | val_loss: 0.0311807 | Time: 1475.07 ms [2021-01-27 12:13:19 main:574] : INFO : Epoch 1983 | loss: 0.0311775 | val_loss: 0.0311821 | Time: 1301.89 ms [2021-01-27 12:13:20 main:574] : INFO : Epoch 1984 | loss: 0.0311781 | val_loss: 0.0311812 | Time: 1291.31 ms [2021-01-27 12:13:22 main:574] : INFO : Epoch 1985 | loss: 0.0311804 | val_loss: 0.0311907 | Time: 1552.67 ms [2021-01-27 12:13:23 main:574] : INFO : Epoch 1986 | loss: 0.0311837 | val_loss: 0.0311841 | Time: 1247.83 ms [2021-01-27 12:13:24 main:574] : INFO : Epoch 1987 | loss: 0.0311807 | val_loss: 0.0311826 | Time: 1246.39 ms [2021-01-27 12:13:26 main:574] : INFO : Epoch 1988 | loss: 0.0311784 | val_loss: 0.0311819 | Time: 1557.17 ms [2021-01-27 12:13:27 main:574] : INFO : Epoch 1989 | loss: 0.0311785 | val_loss: 0.0311831 | Time: 1253.74 ms [2021-01-27 12:13:28 main:574] : INFO : Epoch 1990 | loss: 0.0311781 | val_loss: 0.031186 | Time: 1224.13 ms [2021-01-27 12:13:30 main:574] : INFO : Epoch 1991 | loss: 0.0311799 | val_loss: 0.0311816 | Time: 1443.98 ms [2021-01-27 12:13:31 main:574] : INFO : Epoch 1992 | loss: 0.0311775 | val_loss: 0.0311822 | Time: 1255.73 ms [2021-01-27 12:13:32 main:574] : INFO : Epoch 1993 | loss: 0.0311791 | val_loss: 0.0311875 | Time: 1219.42 ms [2021-01-27 12:13:34 main:574] : INFO : Epoch 1994 | loss: 0.0311793 | val_loss: 0.0311829 | Time: 1505.29 ms [2021-01-27 12:13:35 main:574] : INFO : Epoch 1995 | loss: 0.0311784 | val_loss: 0.0311816 | Time: 1297.34 ms [2021-01-27 12:13:36 main:574] : INFO : Epoch 1996 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 1240.44 ms [2021-01-27 12:13:38 main:574] : INFO : Epoch 1997 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 1515.95 ms [2021-01-27 12:13:39 main:574] : INFO : Epoch 1998 | loss: 0.0311775 | val_loss: 0.0311861 | Time: 1243.83 ms [2021-01-27 12:13:40 main:574] : INFO : Epoch 1999 | loss: 0.0311778 | val_loss: 0.031181 | Time: 1235.3 ms [2021-01-27 12:13:42 main:574] : INFO : Epoch 2000 | loss: 0.0311769 | val_loss: 0.0311811 | Time: 1484 ms [2021-01-27 12:13:43 main:574] : INFO : Epoch 2001 | loss: 0.0311787 | val_loss: 0.0311801 | Time: 1252.58 ms [2021-01-27 12:13:44 main:574] : INFO : Epoch 2002 | loss: 0.031179 | val_loss: 0.031182 | Time: 1245.23 ms [2021-01-27 12:13:46 main:574] : INFO : Epoch 2003 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 1450.43 ms [2021-01-27 12:13:47 main:574] : INFO : Epoch 2004 | loss: 0.0311787 | val_loss: 0.0311802 | Time: 1340.23 ms [2021-01-27 12:13:49 main:574] : INFO : Epoch 2005 | loss: 0.0311781 | val_loss: 0.0311807 | Time: 1244.47 ms [2021-01-27 12:13:50 main:574] : INFO : Epoch 2006 | loss: 0.031178 | val_loss: 0.0311818 | Time: 1558.59 ms [2021-01-27 12:13:51 main:574] : INFO : Epoch 2007 | loss: 0.0311775 | val_loss: 0.0311805 | Time: 1234.87 ms [2021-01-27 12:13:53 main:574] : INFO : Epoch 2008 | loss: 0.0311773 | val_loss: 0.0311817 | Time: 1237.75 ms [2021-01-27 12:13:54 main:574] : INFO : Epoch 2009 | loss: 0.0311777 | val_loss: 0.0311856 | Time: 1465.27 ms [2021-01-27 12:13:55 main:574] : INFO : Epoch 2010 | loss: 0.0311779 | val_loss: 0.031181 | Time: 1285.5 ms [2021-01-27 12:13:57 main:574] : INFO : Epoch 2011 | loss: 0.031178 | val_loss: 0.0311811 | Time: 1248.87 ms [2021-01-27 12:13:58 main:574] : INFO : Epoch 2012 | loss: 0.0311773 | val_loss: 0.0311806 | Time: 1524.41 ms [2021-01-27 12:13:59 main:574] : INFO : Epoch 2013 | loss: 0.0311774 | val_loss: 0.0311809 | Time: 1225.81 ms [2021-01-27 12:14:01 main:574] : INFO : Epoch 2014 | loss: 0.0311771 | val_loss: 0.0311797 | Time: 1243.91 ms [2021-01-27 12:14:02 main:574] : INFO : Epoch 2015 | loss: 0.0311766 | val_loss: 0.03118 | Time: 1503.54 ms [2021-01-27 12:14:03 main:574] : INFO : Epoch 2016 | loss: 0.0311792 | val_loss: 0.0311847 | Time: 1248.07 ms [2021-01-27 12:14:05 main:574] : INFO : Epoch 2017 | loss: 0.0311796 | val_loss: 0.0311798 | Time: 1229.35 ms [2021-01-27 12:14:06 main:574] : INFO : Epoch 2018 | loss: 0.0311779 | val_loss: 0.0311813 | Time: 1543.18 ms [2021-01-27 12:14:07 main:574] : INFO : Epoch 2019 | loss: 0.0311783 | val_loss: 0.031181 | Time: 1261.97 ms [2021-01-27 12:14:09 main:574] : INFO : Epoch 2020 | loss: 0.0311783 | val_loss: 0.0311825 | Time: 1252.55 ms [2021-01-27 12:14:10 main:574] : INFO : Epoch 2021 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 1599.26 ms [2021-01-27 12:14:12 main:574] : INFO : Epoch 2022 | loss: 0.0311774 | val_loss: 0.03118 | Time: 1310.66 ms [2021-01-27 12:14:13 main:574] : INFO : Epoch 2023 | loss: 0.0311768 | val_loss: 0.0311837 | Time: 1250.1 ms [2021-01-27 12:14:14 main:574] : INFO : Epoch 2024 | loss: 0.0311772 | val_loss: 0.031181 | Time: 1483.84 ms [2021-01-27 12:14:16 main:574] : INFO : Epoch 2025 | loss: 0.0311794 | val_loss: 0.0311807 | Time: 1268.05 ms [2021-01-27 12:14:17 main:574] : INFO : Epoch 2026 | loss: 0.0311792 | val_loss: 0.0311812 | Time: 1255.42 ms [2021-01-27 12:14:18 main:574] : INFO : Epoch 2027 | loss: 0.0311794 | val_loss: 0.0311832 | Time: 1460.7 ms [2021-01-27 12:14:20 main:574] : INFO : Epoch 2028 | loss: 0.0311785 | val_loss: 0.0311843 | Time: 1250.69 ms [2021-01-27 12:14:21 main:574] : INFO : Epoch 2029 | loss: 0.0311788 | val_loss: 0.0311867 | Time: 1254.09 ms [2021-01-27 12:14:23 main:574] : INFO : Epoch 2030 | loss: 0.0311811 | val_loss: 0.0311876 | Time: 1524.48 ms [2021-01-27 12:14:24 main:574] : INFO : Epoch 2031 | loss: 0.0311825 | val_loss: 0.0311874 | Time: 1225.89 ms [2021-01-27 12:14:25 main:574] : INFO : Epoch 2032 | loss: 0.0311798 | val_loss: 0.0311848 | Time: 1240.61 ms [2021-01-27 12:14:26 main:574] : INFO : Epoch 2033 | loss: 0.0311783 | val_loss: 0.0311829 | Time: 1457.88 ms [2021-01-27 12:14:28 main:574] : INFO : Epoch 2034 | loss: 0.0311776 | val_loss: 0.0311841 | Time: 1243.97 ms [2021-01-27 12:14:29 main:574] : INFO : Epoch 2035 | loss: 0.0311772 | val_loss: 0.0311835 | Time: 1227.67 ms [2021-01-27 12:14:30 main:574] : INFO : Epoch 2036 | loss: 0.031177 | val_loss: 0.0311836 | Time: 1532.08 ms [2021-01-27 12:14:32 main:574] : INFO : Epoch 2037 | loss: 0.0311778 | val_loss: 0.0311829 | Time: 1280.34 ms [2021-01-27 12:14:33 main:574] : INFO : Epoch 2038 | loss: 0.0311773 | val_loss: 0.0311818 | Time: 1239.06 ms [2021-01-27 12:14:35 main:574] : INFO : Epoch 2039 | loss: 0.0311769 | val_loss: 0.0311825 | Time: 1507.82 ms [2021-01-27 12:14:36 main:574] : INFO : Epoch 2040 | loss: 0.0311776 | val_loss: 0.0311828 | Time: 1237.45 ms [2021-01-27 12:14:37 main:574] : INFO : Epoch 2041 | loss: 0.0311769 | val_loss: 0.0311824 | Time: 1246.08 ms [2021-01-27 12:14:39 main:574] : INFO : Epoch 2042 | loss: 0.0311779 | val_loss: 0.0311821 | Time: 1544.63 ms [2021-01-27 12:14:40 main:574] : INFO : Epoch 2043 | loss: 0.031177 | val_loss: 0.0311822 | Time: 1251.9 ms [2021-01-27 12:14:41 main:574] : INFO : Epoch 2044 | loss: 0.0311776 | val_loss: 0.031183 | Time: 1238.21 ms [2021-01-27 12:14:43 main:574] : INFO : Epoch 2045 | loss: 0.0311788 | val_loss: 0.0311828 | Time: 1470.5 ms [2021-01-27 12:14:44 main:574] : INFO : Epoch 2046 | loss: 0.0311775 | val_loss: 0.0311818 | Time: 1243.18 ms [2021-01-27 12:14:45 main:574] : INFO : Epoch 2047 | loss: 0.0311771 | val_loss: 0.0311832 | Time: 1238.08 ms [2021-01-27 12:14:47 main:574] : INFO : Epoch 2048 | loss: 0.0311776 | val_loss: 0.0311847 | Time: 1490.6 ms [2021-01-27 12:14:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311847 [2021-01-27 12:14:47 main:603] : INFO : Saving end state to config to file [2021-01-27 12:14:47 main:608] : INFO : Success, exiting.. 12:14:47 (77200): 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)