Task 7616474
| Name | ParityModified-1631726266-16792-3_0 |
| Workunit | 5270633 |
| Created | 26 Sep 2021, 23:30:43 UTC |
| Sent | 3 Oct 2021, 20:00:56 UTC |
| Report deadline | 10 Oct 2021, 20:00:56 UTC |
| Received | 4 Oct 2021, 20:45:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15475 |
| Run time | 50 min 38 sec |
| CPU time | 50 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 2:57 main:581] : INFO : Epoch 1538 | loss: 0.0311965 | val_loss: 0.0311936 | Time: 1463.6 ms [2021-10-04 22:32:58 main:581] : INFO : Epoch 1539 | loss: 0.0311954 | val_loss: 0.0312002 | Time: 1474.68 ms [2021-10-04 22:33:00 main:581] : INFO : Epoch 1540 | loss: 0.0311961 | val_loss: 0.0311964 | Time: 1432.84 ms [2021-10-04 22:33:01 main:581] : INFO : Epoch 1541 | loss: 0.0311944 | val_loss: 0.0312013 | Time: 1472.79 ms [2021-10-04 22:33:03 main:581] : INFO : Epoch 1542 | loss: 0.0311933 | val_loss: 0.0311977 | Time: 1446.68 ms [2021-10-04 22:33:04 main:581] : INFO : Epoch 1543 | loss: 0.0311935 | val_loss: 0.0311964 | Time: 1440.41 ms [2021-10-04 22:33:06 main:581] : INFO : Epoch 1544 | loss: 0.0311936 | val_loss: 0.0311999 | Time: 1440.43 ms [2021-10-04 22:33:07 main:581] : INFO : Epoch 1545 | loss: 0.0311936 | val_loss: 0.0311985 | Time: 1436.62 ms [2021-10-04 22:33:09 main:581] : INFO : Epoch 1546 | loss: 0.0311929 | val_loss: 0.0311977 | Time: 1427.42 ms [2021-10-04 22:33:10 main:581] : INFO : Epoch 1547 | loss: 0.0311918 | val_loss: 0.0311989 | Time: 1534.84 ms [2021-10-04 22:33:12 main:581] : INFO : Epoch 1548 | loss: 0.031196 | val_loss: 0.031198 | Time: 1468.08 ms [2021-10-04 22:33:13 main:581] : INFO : Epoch 1549 | loss: 0.0311929 | val_loss: 0.0311987 | Time: 1480.51 ms [2021-10-04 22:33:14 main:581] : INFO : Epoch 1550 | loss: 0.0311912 | val_loss: 0.031195 | Time: 1479.21 ms [2021-10-04 22:33:16 main:581] : INFO : Epoch 1551 | loss: 0.0311918 | val_loss: 0.0311939 | Time: 1511.34 ms [2021-10-04 22:33:18 main:581] : INFO : Epoch 1552 | loss: 0.0311928 | val_loss: 0.0311945 | Time: 1599.18 ms [2021-10-04 22:33:19 main:581] : INFO : Epoch 1553 | loss: 0.0311932 | val_loss: 0.031195 | Time: 1558.07 ms [2021-10-04 22:33:21 main:581] : INFO : Epoch 1554 | loss: 0.0311915 | val_loss: 0.0311946 | Time: 1435.35 ms [2021-10-04 22:33:22 main:581] : INFO : Epoch 1555 | loss: 0.0311959 | val_loss: 0.0311952 | Time: 1464.39 ms [2021-10-04 22:33:23 main:581] : INFO : Epoch 1556 | loss: 0.031193 | val_loss: 0.0311971 | Time: 1432.95 ms [2021-10-04 22:33:25 main:581] : INFO : Epoch 1557 | loss: 0.031193 | val_loss: 0.0311972 | Time: 1430.55 ms [2021-10-04 22:33:26 main:581] : INFO : Epoch 1558 | loss: 0.0311921 | val_loss: 0.0311965 | Time: 1430.18 ms [2021-10-04 22:33:28 main:581] : INFO : Epoch 1559 | loss: 0.0311914 | val_loss: 0.0311949 | Time: 1476.53 ms [2021-10-04 22:33:29 main:581] : INFO : Epoch 1560 | loss: 0.0311911 | val_loss: 0.0311998 | Time: 1452.52 ms [2021-10-04 22:33:31 main:581] : INFO : Epoch 1561 | loss: 0.0311931 | val_loss: 0.0311968 | Time: 1451.51 ms [2021-10-04 22:33:32 main:581] : INFO : Epoch 1562 | loss: 0.0311905 | val_loss: 0.0311948 | Time: 1460.44 ms [2021-10-04 22:33:34 main:581] : INFO : Epoch 1563 | loss: 0.0311918 | val_loss: 0.0311969 | Time: 1430.66 ms [2021-10-04 22:33:35 main:581] : INFO : Epoch 1564 | loss: 0.0311953 | val_loss: 0.0311994 | Time: 1440.22 ms [2021-10-04 22:33:37 main:581] : INFO : Epoch 1565 | loss: 0.0311975 | val_loss: 0.0312004 | Time: 1462.33 ms [2021-10-04 22:33:38 main:581] : INFO : Epoch 1566 | loss: 0.0311949 | val_loss: 0.0311964 | Time: 1500.67 ms [2021-10-04 22:33:39 main:581] : INFO : Epoch 1567 | loss: 0.0311939 | val_loss: 0.0311953 | Time: 1458.17 ms [2021-10-04 22:33:41 main:581] : INFO : Epoch 1568 | loss: 0.0311914 | val_loss: 0.0312001 | Time: 1432.19 ms [2021-10-04 22:33:42 main:581] : INFO : Epoch 1569 | loss: 0.0311947 | val_loss: 0.0311987 | Time: 1456.95 ms [2021-10-04 22:33:44 main:581] : INFO : Epoch 1570 | loss: 0.0311947 | val_loss: 0.0312035 | Time: 1448.88 ms [2021-10-04 22:33:45 main:581] : INFO : Epoch 1571 | loss: 0.031196 | val_loss: 0.0312041 | Time: 1487.15 ms [2021-10-04 22:33:47 main:581] : INFO : Epoch 1572 | loss: 0.0311916 | val_loss: 0.0312042 | Time: 1475.16 ms [2021-10-04 22:33:48 main:581] : INFO : Epoch 1573 | loss: 0.0311906 | val_loss: 0.0312004 | Time: 1463.07 ms [2021-10-04 22:33:50 main:581] : INFO : Epoch 1574 | loss: 0.0311917 | val_loss: 0.0311988 | Time: 1459.67 ms [2021-10-04 22:33:51 main:581] : INFO : Epoch 1575 | loss: 0.0311939 | val_loss: 0.031197 | Time: 1428.29 ms [2021-10-04 22:33:53 main:581] : INFO : Epoch 1576 | loss: 0.0311921 | val_loss: 0.0311989 | Time: 1454.11 ms [2021-10-04 22:33:54 main:581] : INFO : Epoch 1577 | loss: 0.0311916 | val_loss: 0.0312081 | Time: 1468.01 ms [2021-10-04 22:33:56 main:581] : INFO : Epoch 1578 | loss: 0.0311976 | val_loss: 0.0312006 | Time: 1508.65 ms [2021-10-04 22:33:57 main:581] : INFO : Epoch 1579 | loss: 0.031193 | val_loss: 0.0311989 | Time: 1432.28 ms [2021-10-04 22:33:58 main:581] : INFO : Epoch 1580 | loss: 0.0311892 | val_loss: 0.0311971 | Time: 1492.93 ms [2021-10-04 22:34:00 main:581] : INFO : Epoch 1581 | loss: 0.0311902 | val_loss: 0.0311918 | Time: 1514.32 ms [2021-10-04 22:34:01 main:581] : INFO : Epoch 1582 | loss: 0.0311903 | val_loss: 0.0311928 | Time: 1421.7 ms [2021-10-04 22:34:03 main:581] : INFO : Epoch 1583 | loss: 0.0311905 | val_loss: 0.0311896 | Time: 1479.89 ms [2021-10-04 22:34:04 main:581] : INFO : Epoch 1584 | loss: 0.0311906 | val_loss: 0.0311883 | Time: 1477.65 ms [2021-10-04 22:34:06 main:581] : INFO : Epoch 1585 | loss: 0.0311916 | val_loss: 0.0311899 | Time: 1464.61 ms [2021-10-04 22:34:07 main:581] : INFO : Epoch 1586 | loss: 0.0311913 | val_loss: 0.0312038 | Time: 1504.65 ms [2021-10-04 22:34:09 main:581] : INFO : Epoch 1587 | loss: 0.0311974 | val_loss: 0.0311933 | Time: 1455.53 ms [2021-10-04 22:34:10 main:581] : INFO : Epoch 1588 | loss: 0.0311929 | val_loss: 0.0312001 | Time: 1439.08 ms [2021-10-04 22:34:12 main:581] : INFO : Epoch 1589 | loss: 0.0311911 | val_loss: 0.0311905 | Time: 1494.39 ms [2021-10-04 22:34:13 main:581] : INFO : Epoch 1590 | loss: 0.0311884 | val_loss: 0.0311884 | Time: 1442.61 ms [2021-10-04 22:34:15 main:581] : INFO : Epoch 1591 | loss: 0.0311879 | val_loss: 0.03119 | Time: 1440.18 ms [2021-10-04 22:34:16 main:581] : INFO : Epoch 1592 | loss: 0.0311881 | val_loss: 0.0311923 | Time: 1532.71 ms [2021-10-04 22:34:18 main:581] : INFO : Epoch 1593 | loss: 0.0311902 | val_loss: 0.0311979 | Time: 1459.18 ms [2021-10-04 22:34:19 main:581] : INFO : Epoch 1594 | loss: 0.0311935 | val_loss: 0.0311924 | Time: 1462.91 ms [2021-10-04 22:34:21 main:581] : INFO : Epoch 1595 | loss: 0.0311886 | val_loss: 0.0311887 | Time: 1536.34 ms [2021-10-04 22:34:22 main:581] : INFO : Epoch 1596 | loss: 0.0311878 | val_loss: 0.0311885 | Time: 1465.43 ms [2021-10-04 22:34:24 main:581] : INFO : Epoch 1597 | loss: 0.0311877 | val_loss: 0.0311892 | Time: 1436.96 ms [2021-10-04 22:34:25 main:581] : INFO : Epoch 1598 | loss: 0.0311894 | val_loss: 0.0311911 | Time: 1463.58 ms [2021-10-04 22:34:27 main:581] : INFO : Epoch 1599 | loss: 0.0311876 | val_loss: 0.0311913 | Time: 1542.76 ms [2021-10-04 22:34:28 main:581] : INFO : Epoch 1600 | loss: 0.0311887 | val_loss: 0.0311952 | Time: 1463.4 ms [2021-10-04 22:34:29 main:581] : INFO : Epoch 1601 | loss: 0.031191 | val_loss: 0.0311934 | Time: 1437.79 ms [2021-10-04 22:34:31 main:581] : INFO : Epoch 1602 | loss: 0.0311903 | val_loss: 0.0311944 | Time: 1444.64 ms [2021-10-04 22:34:32 main:581] : INFO : Epoch 1603 | loss: 0.0311897 | val_loss: 0.0311926 | Time: 1493.05 ms [2021-10-04 22:34:34 main:581] : INFO : Epoch 1604 | loss: 0.0311868 | val_loss: 0.0311891 | Time: 1482.83 ms [2021-10-04 22:34:35 main:581] : INFO : Epoch 1605 | loss: 0.0311874 | val_loss: 0.0311876 | Time: 1541.64 ms [2021-10-04 22:34:37 main:581] : INFO : Epoch 1606 | loss: 0.0311865 | val_loss: 0.0311889 | Time: 1450.84 ms [2021-10-04 22:34:38 main:581] : INFO : Epoch 1607 | loss: 0.0311868 | val_loss: 0.0311888 | Time: 1502.18 ms [2021-10-04 22:34:40 main:581] : INFO : Epoch 1608 | loss: 0.0311877 | val_loss: 0.0311879 | Time: 1442.97 ms [2021-10-04 22:34:41 main:581] : INFO : Epoch 1609 | loss: 0.0311868 | val_loss: 0.0311915 | Time: 1445.05 ms [2021-10-04 22:34:43 main:581] : INFO : Epoch 1610 | loss: 0.0311931 | val_loss: 0.0311932 | Time: 1437.64 ms [2021-10-04 22:34:44 main:581] : INFO : Epoch 1611 | loss: 0.0311887 | val_loss: 0.0311885 | Time: 1489.95 ms [2021-10-04 22:34:46 main:581] : INFO : Epoch 1612 | loss: 0.0311961 | val_loss: 0.0312049 | Time: 1423.34 ms [2021-10-04 22:34:47 main:581] : INFO : Epoch 1613 | loss: 0.0311932 | val_loss: 0.031192 | Time: 1518.9 ms [2021-10-04 22:34:49 main:581] : INFO : Epoch 1614 | loss: 0.0311887 | val_loss: 0.0311924 | Time: 1436.33 ms [2021-10-04 22:34:50 main:581] : INFO : Epoch 1615 | loss: 0.0311888 | val_loss: 0.0311931 | Time: 1460.3 ms [2021-10-04 22:34:52 main:581] : INFO : Epoch 1616 | loss: 0.0311884 | val_loss: 0.0311933 | Time: 1493.93 ms [2021-10-04 22:34:53 main:581] : INFO : Epoch 1617 | loss: 0.0311884 | val_loss: 0.031194 | Time: 1516.79 ms [2021-10-04 22:34:54 main:581] : INFO : Epoch 1618 | loss: 0.0311909 | val_loss: 0.0311907 | Time: 1442.7 ms [2021-10-04 22:34:56 main:581] : INFO : Epoch 1619 | loss: 0.031188 | val_loss: 0.0311925 | Time: 1469.81 ms [2021-10-04 22:34:57 main:581] : INFO : Epoch 1620 | loss: 0.0311892 | val_loss: 0.0311912 | Time: 1490.05 ms [2021-10-04 22:34:59 main:581] : INFO : Epoch 1621 | loss: 0.031189 | val_loss: 0.0311895 | Time: 1437.98 ms [2021-10-04 22:35:00 main:581] : INFO : Epoch 1622 | loss: 0.0311889 | val_loss: 0.0311906 | Time: 1440 ms [2021-10-04 22:35:02 main:581] : INFO : Epoch 1623 | loss: 0.0311887 | val_loss: 0.0311905 | Time: 1432.99 ms [2021-10-04 22:35:03 main:581] : INFO : Epoch 1624 | loss: 0.0311906 | val_loss: 0.0311914 | Time: 1479.8 ms [2021-10-04 22:35:05 main:581] : INFO : Epoch 1625 | loss: 0.0311886 | val_loss: 0.0311933 | Time: 1479.56 ms [2021-10-04 22:35:06 main:581] : INFO : Epoch 1626 | loss: 0.0311898 | val_loss: 0.0311907 | Time: 1486.65 ms [2021-10-04 22:35:08 main:581] : INFO : Epoch 1627 | loss: 0.0311884 | val_loss: 0.0311889 | Time: 1506.14 ms [2021-10-04 22:35:09 main:581] : INFO : Epoch 1628 | loss: 0.0311882 | val_loss: 0.0311899 | Time: 1484.8 ms [2021-10-04 22:35:11 main:581] : INFO : Epoch 1629 | loss: 0.0311889 | val_loss: 0.0311907 | Time: 1498.09 ms [2021-10-04 22:35:12 main:581] : INFO : Epoch 1630 | loss: 0.0311879 | val_loss: 0.0311935 | Time: 1436.48 ms [2021-10-04 22:35:14 main:581] : INFO : Epoch 1631 | loss: 0.0311887 | val_loss: 0.0311913 | Time: 1471.09 ms [2021-10-04 22:35:15 main:581] : INFO : Epoch 1632 | loss: 0.0311879 | val_loss: 0.0311888 | Time: 1448.99 ms [2021-10-04 22:35:16 main:581] : INFO : Epoch 1633 | loss: 0.0311887 | val_loss: 0.0311867 | Time: 1437.43 ms [2021-10-04 22:35:18 main:581] : INFO : Epoch 1634 | loss: 0.0311885 | val_loss: 0.031187 | Time: 1455.14 ms [2021-10-04 22:35:19 main:581] : INFO : Epoch 1635 | loss: 0.0311887 | val_loss: 0.0311869 | Time: 1509.58 ms [2021-10-04 22:35:21 main:581] : INFO : Epoch 1636 | loss: 0.0311887 | val_loss: 0.0311907 | Time: 1482.25 ms [2021-10-04 22:35:23 main:581] : INFO : Epoch 1637 | loss: 0.0311859 | val_loss: 0.0311916 | Time: 1579.72 ms [2021-10-04 22:35:24 main:581] : INFO : Epoch 1638 | loss: 0.031186 | val_loss: 0.0311878 | Time: 1493.74 ms [2021-10-04 22:35:26 main:581] : INFO : Epoch 1639 | loss: 0.0311875 | val_loss: 0.0311996 | Time: 1579.14 ms [2021-10-04 22:35:27 main:581] : INFO : Epoch 1640 | loss: 0.0311915 | val_loss: 0.0311893 | Time: 1496.5 ms [2021-10-04 22:35:29 main:581] : INFO : Epoch 1641 | loss: 0.0311866 | val_loss: 0.0311878 | Time: 1468.41 ms [2021-10-04 22:35:30 main:581] : INFO : Epoch 1642 | loss: 0.0311876 | val_loss: 0.0311896 | Time: 1457.96 ms [2021-10-04 22:35:31 main:581] : INFO : Epoch 1643 | loss: 0.0311875 | val_loss: 0.0311904 | Time: 1435.27 ms [2021-10-04 22:35:33 main:581] : INFO : Epoch 1644 | loss: 0.0311866 | val_loss: 0.0311878 | Time: 1439.34 ms [2021-10-04 22:35:34 main:581] : INFO : Epoch 1645 | loss: 0.0311869 | val_loss: 0.0311881 | Time: 1450.18 ms [2021-10-04 22:35:36 main:581] : INFO : Epoch 1646 | loss: 0.0311865 | val_loss: 0.031189 | Time: 1459.55 ms [2021-10-04 22:35:37 main:581] : INFO : Epoch 1647 | loss: 0.031186 | val_loss: 0.0311885 | Time: 1514.73 ms [2021-10-04 22:35:39 main:581] : INFO : Epoch 1648 | loss: 0.0311856 | val_loss: 0.0311879 | Time: 1544.14 ms [2021-10-04 22:35:40 main:581] : INFO : Epoch 1649 | loss: 0.0311854 | val_loss: 0.0311879 | Time: 1467.01 ms [2021-10-04 22:35:42 main:581] : INFO : Epoch 1650 | loss: 0.0311865 | val_loss: 0.0311909 | Time: 1488.8 ms [2021-10-04 22:35:43 main:581] : INFO : Epoch 1651 | loss: 0.0311905 | val_loss: 0.0311911 | Time: 1534.93 ms [2021-10-04 22:35:45 main:581] : INFO : Epoch 1652 | loss: 0.0311885 | val_loss: 0.031188 | Time: 1548.01 ms [2021-10-04 22:35:46 main:581] : INFO : Epoch 1653 | loss: 0.0311889 | val_loss: 0.0311884 | Time: 1457.96 ms [2021-10-04 22:35:48 main:581] : INFO : Epoch 1654 | loss: 0.0311873 | val_loss: 0.0311972 | Time: 1466.12 ms [2021-10-04 22:35:49 main:581] : INFO : Epoch 1655 | loss: 0.0311927 | val_loss: 0.0311896 | Time: 1489.71 ms [2021-10-04 22:35:51 main:581] : INFO : Epoch 1656 | loss: 0.0311875 | val_loss: 0.0311889 | Time: 1465.01 ms [2021-10-04 22:35:52 main:581] : INFO : Epoch 1657 | loss: 0.0311868 | val_loss: 0.031191 | Time: 1538.61 ms [2021-10-04 22:35:54 main:581] : INFO : Epoch 1658 | loss: 0.0311877 | val_loss: 0.0311897 | Time: 1508.93 ms [2021-10-04 22:35:55 main:581] : INFO : Epoch 1659 | loss: 0.0311904 | val_loss: 0.0311917 | Time: 1497.63 ms [2021-10-04 22:35:57 main:581] : INFO : Epoch 1660 | loss: 0.0311905 | val_loss: 0.031189 | Time: 1473.05 ms [2021-10-04 22:35:58 main:581] : INFO : Epoch 1661 | loss: 0.0311896 | val_loss: 0.0311901 | Time: 1468.52 ms [2021-10-04 22:36:00 main:581] : INFO : Epoch 1662 | loss: 0.0311885 | val_loss: 0.0311902 | Time: 1473.53 ms [2021-10-04 22:36:01 main:581] : INFO : Epoch 1663 | loss: 0.0311964 | val_loss: 0.0312254 | Time: 1497.52 ms [2021-10-04 22:36:03 main:581] : INFO : Epoch 1664 | loss: 0.0312328 | val_loss: 0.0312331 | Time: 1474.82 ms [2021-10-04 22:36:04 main:581] : INFO : Epoch 1665 | loss: 0.0312266 | val_loss: 0.0312202 | Time: 1551.05 ms [2021-10-04 22:36:06 main:581] : INFO : Epoch 1666 | loss: 0.0312186 | val_loss: 0.0312196 | Time: 1490.5 ms [2021-10-04 22:36:07 main:581] : INFO : Epoch 1667 | loss: 0.0312149 | val_loss: 0.0312121 | Time: 1492.46 ms [2021-10-04 22:36:09 main:581] : INFO : Epoch 1668 | loss: 0.0312108 | val_loss: 0.0312094 | Time: 1461.68 ms [2021-10-04 22:36:10 main:581] : INFO : Epoch 1669 | loss: 0.0312086 | val_loss: 0.0312085 | Time: 1464.94 ms [2021-10-04 22:36:12 main:581] : INFO : Epoch 1670 | loss: 0.0312077 | val_loss: 0.0312101 | Time: 1502.94 ms [2021-10-04 22:36:13 main:581] : INFO : Epoch 1671 | loss: 0.031213 | val_loss: 0.0312187 | Time: 1487.5 ms [2021-10-04 22:36:15 main:581] : INFO : Epoch 1672 | loss: 0.0312103 | val_loss: 0.031219 | Time: 1475.27 ms [2021-10-04 22:36:16 main:581] : INFO : Epoch 1673 | loss: 0.0312113 | val_loss: 0.0312105 | Time: 1457.63 ms [2021-10-04 22:36:18 main:581] : INFO : Epoch 1674 | loss: 0.0312084 | val_loss: 0.0312078 | Time: 1485.99 ms [2021-10-04 22:36:19 main:581] : INFO : Epoch 1675 | loss: 0.0312055 | val_loss: 0.0312064 | Time: 1488.48 ms [2021-10-04 22:36:21 main:581] : INFO : Epoch 1676 | loss: 0.0312051 | val_loss: 0.0312099 | Time: 1461.91 ms [2021-10-04 22:36:22 main:581] : INFO : Epoch 1677 | loss: 0.0312063 | val_loss: 0.0312051 | Time: 1431.38 ms [2021-10-04 22:36:23 main:581] : INFO : Epoch 1678 | loss: 0.0312043 | val_loss: 0.0312063 | Time: 1432.85 ms [2021-10-04 22:36:25 main:581] : INFO : Epoch 1679 | loss: 0.0312035 | val_loss: 0.0312091 | Time: 1476.62 ms [2021-10-04 22:36:26 main:581] : INFO : Epoch 1680 | loss: 0.0312054 | val_loss: 0.0312067 | Time: 1483.27 ms [2021-10-04 22:36:28 main:581] : INFO : Epoch 1681 | loss: 0.0312053 | val_loss: 0.0312098 | Time: 1434.86 ms [2021-10-04 22:36:29 main:581] : INFO : Epoch 1682 | loss: 0.0312062 | val_loss: 0.0312052 | Time: 1475.48 ms [2021-10-04 22:36:31 main:581] : INFO : Epoch 1683 | loss: 0.0312029 | val_loss: 0.0312038 | Time: 1488.22 ms [2021-10-04 22:36:32 main:581] : INFO : Epoch 1684 | loss: 0.0312041 | val_loss: 0.0312151 | Time: 1504.8 ms [2021-10-04 22:36:34 main:581] : INFO : Epoch 1685 | loss: 0.0312066 | val_loss: 0.0312048 | Time: 1433.75 ms [2021-10-04 22:36:35 main:581] : INFO : Epoch 1686 | loss: 0.0312051 | val_loss: 0.031203 | Time: 1429.88 ms [2021-10-04 22:36:37 main:581] : INFO : Epoch 1687 | loss: 0.0312035 | val_loss: 0.0312044 | Time: 1432.52 ms [2021-10-04 22:36:38 main:581] : INFO : Epoch 1688 | loss: 0.0312039 | val_loss: 0.0312033 | Time: 1472.91 ms [2021-10-04 22:36:40 main:581] : INFO : Epoch 1689 | loss: 0.0312016 | val_loss: 0.0312043 | Time: 1471.94 ms [2021-10-04 22:36:41 main:581] : INFO : Epoch 1690 | loss: 0.0312032 | val_loss: 0.0312032 | Time: 1512.84 ms [2021-10-04 22:36:42 main:581] : INFO : Epoch 1691 | loss: 0.0312036 | val_loss: 0.0312069 | Time: 1453.26 ms [2021-10-04 22:36:44 main:581] : INFO : Epoch 1692 | loss: 0.0312026 | val_loss: 0.0312022 | Time: 1507.05 ms [2021-10-04 22:36:46 main:581] : INFO : Epoch 1693 | loss: 0.031201 | val_loss: 0.0311976 | Time: 1519.24 ms [2021-10-04 22:36:47 main:581] : INFO : Epoch 1694 | loss: 0.0311987 | val_loss: 0.0311949 | Time: 1453.27 ms [2021-10-04 22:36:48 main:581] : INFO : Epoch 1695 | loss: 0.0311978 | val_loss: 0.0311975 | Time: 1515.27 ms [2021-10-04 22:36:50 main:581] : INFO : Epoch 1696 | loss: 0.0311993 | val_loss: 0.0311969 | Time: 1536.01 ms [2021-10-04 22:36:51 main:581] : INFO : Epoch 1697 | loss: 0.0311981 | val_loss: 0.0311946 | Time: 1459.9 ms [2021-10-04 22:36:53 main:581] : INFO : Epoch 1698 | loss: 0.0311974 | val_loss: 0.0312 | Time: 1468.13 ms [2021-10-04 22:36:54 main:581] : INFO : Epoch 1699 | loss: 0.0311967 | val_loss: 0.0311932 | Time: 1453.13 ms [2021-10-04 22:36:56 main:581] : INFO : Epoch 1700 | loss: 0.0311938 | val_loss: 0.031197 | Time: 1464.1 ms [2021-10-04 22:36:57 main:581] : INFO : Epoch 1701 | loss: 0.031195 | val_loss: 0.0311941 | Time: 1470.79 ms [2021-10-04 22:36:59 main:581] : INFO : Epoch 1702 | loss: 0.0311941 | val_loss: 0.031193 | Time: 1478.63 ms [2021-10-04 22:37:00 main:581] : INFO : Epoch 1703 | loss: 0.0311955 | val_loss: 0.0311949 | Time: 1504.72 ms [2021-10-04 22:37:02 main:581] : INFO : Epoch 1704 | loss: 0.0311936 | val_loss: 0.0311927 | Time: 1473.44 ms [2021-10-04 22:37:03 main:581] : INFO : Epoch 1705 | loss: 0.0311931 | val_loss: 0.0311935 | Time: 1492.03 ms [2021-10-04 22:37:05 main:581] : INFO : Epoch 1706 | loss: 0.0311933 | val_loss: 0.0311948 | Time: 1485.39 ms [2021-10-04 22:37:06 main:581] : INFO : Epoch 1707 | loss: 0.0311962 | val_loss: 0.0311989 | Time: 1513.09 ms [2021-10-04 22:37:08 main:581] : INFO : Epoch 1708 | loss: 0.0311948 | val_loss: 0.0311929 | Time: 1465.56 ms [2021-10-04 22:37:09 main:581] : INFO : Epoch 1709 | loss: 0.0311943 | val_loss: 0.0311946 | Time: 1432.8 ms [2021-10-04 22:37:11 main:581] : INFO : Epoch 1710 | loss: 0.031194 | val_loss: 0.0311926 | Time: 1499.79 ms [2021-10-04 22:37:12 main:581] : INFO : Epoch 1711 | loss: 0.0311936 | val_loss: 0.0311937 | Time: 1492.03 ms [2021-10-04 22:37:14 main:581] : INFO : Epoch 1712 | loss: 0.0311953 | val_loss: 0.0311959 | Time: 1464.08 ms [2021-10-04 22:37:15 main:581] : INFO : Epoch 1713 | loss: 0.0311956 | val_loss: 0.0311929 | Time: 1553.09 ms [2021-10-04 22:37:17 main:581] : INFO : Epoch 1714 | loss: 0.0311925 | val_loss: 0.0311926 | Time: 1542.65 ms [2021-10-04 22:37:18 main:581] : INFO : Epoch 1715 | loss: 0.031193 | val_loss: 0.031192 | Time: 1548.18 ms [2021-10-04 22:37:20 main:581] : INFO : Epoch 1716 | loss: 0.0311934 | val_loss: 0.0311923 | Time: 1458.52 ms [2021-10-04 22:37:21 main:581] : INFO : Epoch 1717 | loss: 0.031193 | val_loss: 0.0311932 | Time: 1452.62 ms [2021-10-04 22:37:23 main:581] : INFO : Epoch 1718 | loss: 0.0311968 | val_loss: 0.031196 | Time: 1487.99 ms [2021-10-04 22:37:24 main:581] : INFO : Epoch 1719 | loss: 0.031194 | val_loss: 0.0311933 | Time: 1457.17 ms [2021-10-04 22:37:26 main:581] : INFO : Epoch 1720 | loss: 0.0311923 | val_loss: 0.0311936 | Time: 1433.27 ms [2021-10-04 22:37:27 main:581] : INFO : Epoch 1721 | loss: 0.0311948 | val_loss: 0.031192 | Time: 1429.94 ms [2021-10-04 22:37:28 main:581] : INFO : Epoch 1722 | loss: 0.0311939 | val_loss: 0.0311937 | Time: 1468.09 ms [2021-10-04 22:37:30 main:581] : INFO : Epoch 1723 | loss: 0.0311933 | val_loss: 0.0311967 | Time: 1491.36 ms [2021-10-04 22:37:31 main:581] : INFO : Epoch 1724 | loss: 0.0311957 | val_loss: 0.0311959 | Time: 1452.72 ms [2021-10-04 22:37:33 main:581] : INFO : Epoch 1725 | loss: 0.0311972 | val_loss: 0.0311963 | Time: 1485.18 ms [2021-10-04 22:37:34 main:581] : INFO : Epoch 1726 | loss: 0.0311951 | val_loss: 0.0311953 | Time: 1478.55 ms [2021-10-04 22:37:36 main:581] : INFO : Epoch 1727 | loss: 0.0311963 | val_loss: 0.0311951 | Time: 1433.35 ms [2021-10-04 22:37:37 main:581] : INFO : Epoch 1728 | loss: 0.0311923 | val_loss: 0.0311925 | Time: 1485.19 ms [2021-10-04 22:37:39 main:581] : INFO : Epoch 1729 | loss: 0.0311935 | val_loss: 0.0311982 | Time: 1430.86 ms [2021-10-04 22:37:40 main:581] : INFO : Epoch 1730 | loss: 0.0312011 | val_loss: 0.0312074 | Time: 1459.8 ms [2021-10-04 22:37:42 main:581] : INFO : Epoch 1731 | loss: 0.0312012 | val_loss: 0.0311977 | Time: 1566.35 ms [2021-10-04 22:37:43 main:581] : INFO : Epoch 1732 | loss: 0.0312001 | val_loss: 0.031203 | Time: 1445.29 ms [2021-10-04 22:37:45 main:581] : INFO : Epoch 1733 | loss: 0.0311985 | val_loss: 0.0311965 | Time: 1493.19 ms [2021-10-04 22:37:46 main:581] : INFO : Epoch 1734 | loss: 0.031197 | val_loss: 0.031198 | Time: 1495.03 ms [2021-10-04 22:37:48 main:581] : INFO : Epoch 1735 | loss: 0.0311972 | val_loss: 0.0311958 | Time: 1481.16 ms [2021-10-04 22:37:49 main:581] : INFO : Epoch 1736 | loss: 0.0311974 | val_loss: 0.0311955 | Time: 1502.23 ms [2021-10-04 22:37:51 main:581] : INFO : Epoch 1737 | loss: 0.031197 | val_loss: 0.0311961 | Time: 1451.1 ms [2021-10-04 22:37:52 main:581] : INFO : Epoch 1738 | loss: 0.0311968 | val_loss: 0.031196 | Time: 1492.79 ms [2021-10-04 22:37:54 main:581] : INFO : Epoch 1739 | loss: 0.0311951 | val_loss: 0.0311968 | Time: 1512.35 ms [2021-10-04 22:37:55 main:581] : INFO : Epoch 1740 | loss: 0.0311952 | val_loss: 0.0311953 | Time: 1552.82 ms [2021-10-04 22:37:57 main:581] : INFO : Epoch 1741 | loss: 0.0311959 | val_loss: 0.031198 | Time: 1438.51 ms [2021-10-04 22:37:58 main:581] : INFO : Epoch 1742 | loss: 0.0311962 | val_loss: 0.0311942 | Time: 1466.45 ms [2021-10-04 22:38:00 main:581] : INFO : Epoch 1743 | loss: 0.0311956 | val_loss: 0.0311963 | Time: 1494.77 ms [2021-10-04 22:38:01 main:581] : INFO : Epoch 1744 | loss: 0.0311956 | val_loss: 0.0311966 | Time: 1543.86 ms [2021-10-04 22:38:03 main:581] : INFO : Epoch 1745 | loss: 0.031195 | val_loss: 0.0311937 | Time: 1562 ms [2021-10-04 22:38:04 main:581] : INFO : Epoch 1746 | loss: 0.0311941 | val_loss: 0.0311936 | Time: 1441.05 ms [2021-10-04 22:38:06 main:581] : INFO : Epoch 1747 | loss: 0.0311971 | val_loss: 0.0311938 | Time: 1564.7 ms [2021-10-04 22:38:07 main:581] : INFO : Epoch 1748 | loss: 0.031195 | val_loss: 0.0311943 | Time: 1452.32 ms [2021-10-04 22:38:09 main:581] : INFO : Epoch 1749 | loss: 0.031195 | val_loss: 0.0311937 | Time: 1562.69 ms [2021-10-04 22:38:10 main:581] : INFO : Epoch 1750 | loss: 0.0311939 | val_loss: 0.0311951 | Time: 1514.56 ms [2021-10-04 22:38:12 main:581] : INFO : Epoch 1751 | loss: 0.0311942 | val_loss: 0.031193 | Time: 1583.23 ms [2021-10-04 22:38:13 main:581] : INFO : Epoch 1752 | loss: 0.0311957 | val_loss: 0.031194 | Time: 1556.88 ms [2021-10-04 22:38:15 main:581] : INFO : Epoch 1753 | loss: 0.0311944 | val_loss: 0.0311933 | Time: 1519.36 ms [2021-10-04 22:38:16 main:581] : INFO : Epoch 1754 | loss: 0.0311948 | val_loss: 0.031198 | Time: 1483.48 ms [2021-10-04 22:38:18 main:581] : INFO : Epoch 1755 | loss: 0.0311939 | val_loss: 0.0311976 | Time: 1512.42 ms [2021-10-04 22:38:19 main:581] : INFO : Epoch 1756 | loss: 0.0311929 | val_loss: 0.0311921 | Time: 1495.32 ms [2021-10-04 22:38:21 main:581] : INFO : Epoch 1757 | loss: 0.0311922 | val_loss: 0.0311937 | Time: 1474.87 ms [2021-10-04 22:38:22 main:581] : INFO : Epoch 1758 | loss: 0.0311924 | val_loss: 0.0311925 | Time: 1499.18 ms [2021-10-04 22:38:24 main:581] : INFO : Epoch 1759 | loss: 0.0311968 | val_loss: 0.0311994 | Time: 1522.98 ms [2021-10-04 22:38:25 main:581] : INFO : Epoch 1760 | loss: 0.0312032 | val_loss: 0.0312126 | Time: 1514.37 ms [2021-10-04 22:38:27 main:581] : INFO : Epoch 1761 | loss: 0.0311995 | val_loss: 0.0311982 | Time: 1618.21 ms [2021-10-04 22:38:29 main:581] : INFO : Epoch 1762 | loss: 0.0311951 | val_loss: 0.0311987 | Time: 1543.85 ms [2021-10-04 22:38:30 main:581] : INFO : Epoch 1763 | loss: 0.031196 | val_loss: 0.0311986 | Time: 1481.33 ms [2021-10-04 22:38:32 main:581] : INFO : Epoch 1764 | loss: 0.0311948 | val_loss: 0.0311993 | Time: 1498.04 ms [2021-10-04 22:38:33 main:581] : INFO : Epoch 1765 | loss: 0.0311943 | val_loss: 0.0311977 | Time: 1478.19 ms [2021-10-04 22:38:35 main:581] : INFO : Epoch 1766 | loss: 0.0311966 | val_loss: 0.0312045 | Time: 1494.84 ms [2021-10-04 22:38:36 main:581] : INFO : Epoch 1767 | loss: 0.0311982 | val_loss: 0.0311996 | Time: 1498.85 ms [2021-10-04 22:38:38 main:581] : INFO : Epoch 1768 | loss: 0.0311949 | val_loss: 0.0311961 | Time: 1513.55 ms [2021-10-04 22:38:39 main:581] : INFO : Epoch 1769 | loss: 0.0311944 | val_loss: 0.0311962 | Time: 1496.45 ms [2021-10-04 22:38:41 main:581] : INFO : Epoch 1770 | loss: 0.0311941 | val_loss: 0.0311971 | Time: 1492.03 ms [2021-10-04 22:38:42 main:581] : INFO : Epoch 1771 | loss: 0.0311937 | val_loss: 0.0311989 | Time: 1440.73 ms [2021-10-04 22:38:43 main:581] : INFO : Epoch 1772 | loss: 0.0311968 | val_loss: 0.0312012 | Time: 1438.65 ms [2021-10-04 22:38:45 main:581] : INFO : Epoch 1773 | loss: 0.0311963 | val_loss: 0.0311968 | Time: 1451.06 ms [2021-10-04 22:38:46 main:581] : INFO : Epoch 1774 | loss: 0.0311927 | val_loss: 0.0311957 | Time: 1490.75 ms [2021-10-04 22:38:48 main:581] : INFO : Epoch 1775 | loss: 0.031194 | val_loss: 0.0311972 | Time: 1493.22 ms [2021-10-04 22:38:49 main:581] : INFO : Epoch 1776 | loss: 0.0311926 | val_loss: 0.0311978 | Time: 1499.5 ms [2021-10-04 22:38:51 main:581] : INFO : Epoch 1777 | loss: 0.0311919 | val_loss: 0.0311957 | Time: 1515.75 ms [2021-10-04 22:38:52 main:581] : INFO : Epoch 1778 | loss: 0.0311919 | val_loss: 0.0311949 | Time: 1438.73 ms [2021-10-04 22:38:54 main:581] : INFO : Epoch 1779 | loss: 0.0311926 | val_loss: 0.0311951 | Time: 1494.16 ms [2021-10-04 22:38:55 main:581] : INFO : Epoch 1780 | loss: 0.0311914 | val_loss: 0.0311948 | Time: 1478.87 ms [2021-10-04 22:38:57 main:581] : INFO : Epoch 1781 | loss: 0.0311914 | val_loss: 0.0311957 | Time: 1515.87 ms [2021-10-04 22:38:58 main:581] : INFO : Epoch 1782 | loss: 0.0311908 | val_loss: 0.0311946 | Time: 1494.94 ms [2021-10-04 22:39:00 main:581] : INFO : Epoch 1783 | loss: 0.0311919 | val_loss: 0.0311979 | Time: 1502.99 ms [2021-10-04 22:39:01 main:581] : INFO : Epoch 1784 | loss: 0.0311933 | val_loss: 0.0311956 | Time: 1460.98 ms [2021-10-04 22:39:03 main:581] : INFO : Epoch 1785 | loss: 0.0311915 | val_loss: 0.0311987 | Time: 1449.64 ms [2021-10-04 22:39:04 main:581] : INFO : Epoch 1786 | loss: 0.0311922 | val_loss: 0.0311951 | Time: 1439.3 ms [2021-10-04 22:39:06 main:581] : INFO : Epoch 1787 | loss: 0.0311931 | val_loss: 0.0311954 | Time: 1438.99 ms [2021-10-04 22:39:07 main:581] : INFO : Epoch 1788 | loss: 0.031196 | val_loss: 0.0312003 | Time: 1440.61 ms [2021-10-04 22:39:08 main:581] : INFO : Epoch 1789 | loss: 0.0311918 | val_loss: 0.031195 | Time: 1449.62 ms [2021-10-04 22:39:10 main:581] : INFO : Epoch 1790 | loss: 0.031191 | val_loss: 0.031196 | Time: 1450.74 ms [2021-10-04 22:39:11 main:581] : INFO : Epoch 1791 | loss: 0.0311909 | val_loss: 0.0312002 | Time: 1447.62 ms [2021-10-04 22:39:13 main:581] : INFO : Epoch 1792 | loss: 0.0311938 | val_loss: 0.0311953 | Time: 1495.78 ms [2021-10-04 22:39:14 main:581] : INFO : Epoch 1793 | loss: 0.0311948 | val_loss: 0.0311973 | Time: 1436.27 ms [2021-10-04 22:39:16 main:581] : INFO : Epoch 1794 | loss: 0.0311935 | val_loss: 0.0311959 | Time: 1443.89 ms [2021-10-04 22:39:17 main:581] : INFO : Epoch 1795 | loss: 0.031194 | val_loss: 0.031197 | Time: 1435.69 ms [2021-10-04 22:39:19 main:581] : INFO : Epoch 1796 | loss: 0.0311961 | val_loss: 0.0312086 | Time: 1426.71 ms [2021-10-04 22:39:20 main:581] : INFO : Epoch 1797 | loss: 0.0311976 | val_loss: 0.0311964 | Time: 1425.18 ms [2021-10-04 22:39:21 main:581] : INFO : Epoch 1798 | loss: 0.0311952 | val_loss: 0.0312013 | Time: 1464.72 ms [2021-10-04 22:39:23 main:581] : INFO : Epoch 1799 | loss: 0.0311952 | val_loss: 0.0311967 | Time: 1440.33 ms [2021-10-04 22:39:24 main:581] : INFO : Epoch 1800 | loss: 0.0311915 | val_loss: 0.0311949 | Time: 1435.95 ms [2021-10-04 22:39:26 main:581] : INFO : Epoch 1801 | loss: 0.0311896 | val_loss: 0.0311965 | Time: 1439.89 ms [2021-10-04 22:39:27 main:581] : INFO : Epoch 1802 | loss: 0.03119 | val_loss: 0.0311969 | Time: 1457.29 ms [2021-10-04 22:39:29 main:581] : INFO : Epoch 1803 | loss: 0.0311907 | val_loss: 0.0311952 | Time: 1445.69 ms [2021-10-04 22:39:30 main:581] : INFO : Epoch 1804 | loss: 0.0311899 | val_loss: 0.0311956 | Time: 1465.09 ms [2021-10-04 22:39:32 main:581] : INFO : Epoch 1805 | loss: 0.0311902 | val_loss: 0.031195 | Time: 1469.18 ms [2021-10-04 22:39:33 main:581] : INFO : Epoch 1806 | loss: 0.0311936 | val_loss: 0.0312056 | Time: 1453.93 ms [2021-10-04 22:39:35 main:581] : INFO : Epoch 1807 | loss: 0.0311934 | val_loss: 0.0311983 | Time: 1429.17 ms [2021-10-04 22:39:36 main:581] : INFO : Epoch 1808 | loss: 0.0311901 | val_loss: 0.0311956 | Time: 1429.53 ms [2021-10-04 22:39:37 main:581] : INFO : Epoch 1809 | loss: 0.031195 | val_loss: 0.0312146 | Time: 1442.68 ms [2021-10-04 22:39:39 main:581] : INFO : Epoch 1810 | loss: 0.0311948 | val_loss: 0.0311967 | Time: 1466.64 ms [2021-10-04 22:39:41 main:581] : INFO : Epoch 1811 | loss: 0.0311934 | val_loss: 0.0311997 | Time: 1667.5 ms [2021-10-04 22:39:42 main:581] : INFO : Epoch 1812 | loss: 0.0311901 | val_loss: 0.0312026 | Time: 1561.83 ms [2021-10-04 22:39:44 main:581] : INFO : Epoch 1813 | loss: 0.0311894 | val_loss: 0.0311988 | Time: 1535.55 ms [2021-10-04 22:39:45 main:581] : INFO : Epoch 1814 | loss: 0.0311907 | val_loss: 0.0311985 | Time: 1696.63 ms [2021-10-04 22:39:47 main:581] : INFO : Epoch 1815 | loss: 0.03119 | val_loss: 0.0311948 | Time: 1455.42 ms [2021-10-04 22:39:49 main:581] : INFO : Epoch 1816 | loss: 0.0311911 | val_loss: 0.0311967 | Time: 1724.55 ms [2021-10-04 22:39:50 main:581] : INFO : Epoch 1817 | loss: 0.0311909 | val_loss: 0.0311955 | Time: 1447.93 ms [2021-10-04 22:39:52 main:581] : INFO : Epoch 1818 | loss: 0.0311885 | val_loss: 0.0311943 | Time: 1605.09 ms [2021-10-04 22:39:53 main:581] : INFO : Epoch 1819 | loss: 0.0311902 | val_loss: 0.0311942 | Time: 1460.8 ms [2021-10-04 22:39:54 main:581] : INFO : Epoch 1820 | loss: 0.0311895 | val_loss: 0.0311989 | Time: 1463.33 ms [2021-10-04 22:39:56 main:581] : INFO : Epoch 1821 | loss: 0.031191 | val_loss: 0.0311951 | Time: 1466.13 ms [2021-10-04 22:39:57 main:581] : INFO : Epoch 1822 | loss: 0.0311899 | val_loss: 0.0311996 | Time: 1459.81 ms [2021-10-04 22:39:59 main:581] : INFO : Epoch 1823 | loss: 0.0311891 | val_loss: 0.0311965 | Time: 1493.9 ms [2021-10-04 22:40:00 main:581] : INFO : Epoch 1824 | loss: 0.0311896 | val_loss: 0.0311951 | Time: 1481.62 ms [2021-10-04 22:40:02 main:581] : INFO : Epoch 1825 | loss: 0.0311886 | val_loss: 0.0311944 | Time: 1471.71 ms [2021-10-04 22:40:03 main:581] : INFO : Epoch 1826 | loss: 0.0311884 | val_loss: 0.0311951 | Time: 1487.35 ms [2021-10-04 22:40:05 main:581] : INFO : Epoch 1827 | loss: 0.0311889 | val_loss: 0.0311944 | Time: 1560.56 ms [2021-10-04 22:40:06 main:581] : INFO : Epoch 1828 | loss: 0.0311885 | val_loss: 0.0311948 | Time: 1474.03 ms [2021-10-04 22:40:08 main:581] : INFO : Epoch 1829 | loss: 0.0311883 | val_loss: 0.0311943 | Time: 1554.71 ms [2021-10-04 22:40:09 main:581] : INFO : Epoch 1830 | loss: 0.0311896 | val_loss: 0.031195 | Time: 1429.78 ms [2021-10-04 22:40:11 main:581] : INFO : Epoch 1831 | loss: 0.0311896 | val_loss: 0.0311945 | Time: 1499.49 ms [2021-10-04 22:40:13 main:581] : INFO : Epoch 1832 | loss: 0.0311905 | val_loss: 0.0311963 | Time: 1656.52 ms [2021-10-04 22:40:14 main:581] : INFO : Epoch 1833 | loss: 0.0311885 | val_loss: 0.0311977 | Time: 1571.05 ms [2021-10-04 22:40:16 main:581] : INFO : Epoch 1834 | loss: 0.0311892 | val_loss: 0.0311979 | Time: 1552.04 ms [2021-10-04 22:40:17 main:581] : INFO : Epoch 1835 | loss: 0.0311889 | val_loss: 0.0311964 | Time: 1548.56 ms [2021-10-04 22:40:19 main:581] : INFO : Epoch 1836 | loss: 0.0311887 | val_loss: 0.0311947 | Time: 1526.87 ms [2021-10-04 22:40:20 main:581] : INFO : Epoch 1837 | loss: 0.0311879 | val_loss: 0.0311947 | Time: 1474.41 ms [2021-10-04 22:40:22 main:581] : INFO : Epoch 1838 | loss: 0.0311885 | val_loss: 0.0311956 | Time: 1530.01 ms [2021-10-04 22:40:23 main:581] : INFO : Epoch 1839 | loss: 0.0311897 | val_loss: 0.0311956 | Time: 1490.43 ms [2021-10-04 22:40:25 main:581] : INFO : Epoch 1840 | loss: 0.0311919 | val_loss: 0.0312002 | Time: 1528.24 ms [2021-10-04 22:40:26 main:581] : INFO : Epoch 1841 | loss: 0.0311923 | val_loss: 0.0312001 | Time: 1445.05 ms [2021-10-04 22:40:28 main:581] : INFO : Epoch 1842 | loss: 0.0311925 | val_loss: 0.0311967 | Time: 1626.67 ms [2021-10-04 22:40:29 main:581] : INFO : Epoch 1843 | loss: 0.0311924 | val_loss: 0.0312001 | Time: 1577.24 ms [2021-10-04 22:40:31 main:581] : INFO : Epoch 1844 | loss: 0.0311894 | val_loss: 0.0311947 | Time: 1581.11 ms [2021-10-04 22:40:32 main:581] : INFO : Epoch 1845 | loss: 0.031189 | val_loss: 0.0311957 | Time: 1470.51 ms [2021-10-04 22:40:34 main:581] : INFO : Epoch 1846 | loss: 0.0311897 | val_loss: 0.0312 | Time: 1522.27 ms [2021-10-04 22:40:35 main:581] : INFO : Epoch 1847 | loss: 0.0311896 | val_loss: 0.0311945 | Time: 1509.28 ms [2021-10-04 22:40:37 main:581] : INFO : Epoch 1848 | loss: 0.0311884 | val_loss: 0.0311948 | Time: 1473.28 ms [2021-10-04 22:40:38 main:581] : INFO : Epoch 1849 | loss: 0.0311913 | val_loss: 0.0311981 | Time: 1487.8 ms [2021-10-04 22:40:40 main:581] : INFO : Epoch 1850 | loss: 0.0311906 | val_loss: 0.0311965 | Time: 1482.23 ms [2021-10-04 22:40:41 main:581] : INFO : Epoch 1851 | loss: 0.0311886 | val_loss: 0.0311993 | Time: 1465.98 ms [2021-10-04 22:40:43 main:581] : INFO : Epoch 1852 | loss: 0.0311924 | val_loss: 0.0311949 | Time: 1465.24 ms [2021-10-04 22:40:44 main:581] : INFO : Epoch 1853 | loss: 0.0311925 | val_loss: 0.0311966 | Time: 1462.67 ms [2021-10-04 22:40:46 main:581] : INFO : Epoch 1854 | loss: 0.0311892 | val_loss: 0.0311949 | Time: 1466.5 ms [2021-10-04 22:40:47 main:581] : INFO : Epoch 1855 | loss: 0.0311872 | val_loss: 0.0311941 | Time: 1436.29 ms [2021-10-04 22:40:49 main:581] : INFO : Epoch 1856 | loss: 0.0311877 | val_loss: 0.0311956 | Time: 1433.65 ms [2021-10-04 22:40:50 main:581] : INFO : Epoch 1857 | loss: 0.03119 | val_loss: 0.0312034 | Time: 1493.17 ms [2021-10-04 22:40:52 main:581] : INFO : Epoch 1858 | loss: 0.0311882 | val_loss: 0.0311936 | Time: 1534.81 ms [2021-10-04 22:40:53 main:581] : INFO : Epoch 1859 | loss: 0.0311869 | val_loss: 0.031196 | Time: 1491.21 ms [2021-10-04 22:40:55 main:581] : INFO : Epoch 1860 | loss: 0.0311881 | val_loss: 0.0311955 | Time: 1430.9 ms [2021-10-04 22:40:56 main:581] : INFO : Epoch 1861 | loss: 0.0311868 | val_loss: 0.0311941 | Time: 1465.93 ms [2021-10-04 22:40:58 main:581] : INFO : Epoch 1862 | loss: 0.0311901 | val_loss: 0.0311964 | Time: 1466.96 ms [2021-10-04 22:40:59 main:581] : INFO : Epoch 1863 | loss: 0.0311883 | val_loss: 0.0311953 | Time: 1460.36 ms [2021-10-04 22:41:00 main:581] : INFO : Epoch 1864 | loss: 0.0311879 | val_loss: 0.0311938 | Time: 1437.19 ms [2021-10-04 22:41:02 main:581] : INFO : Epoch 1865 | loss: 0.0311866 | val_loss: 0.031194 | Time: 1439.12 ms [2021-10-04 22:41:03 main:581] : INFO : Epoch 1866 | loss: 0.0311885 | val_loss: 0.0311999 | Time: 1451.8 ms [2021-10-04 22:41:05 main:581] : INFO : Epoch 1867 | loss: 0.03119 | val_loss: 0.031195 | Time: 1513.94 ms [2021-10-04 22:41:06 main:581] : INFO : Epoch 1868 | loss: 0.0311869 | val_loss: 0.031194 | Time: 1460.49 ms [2021-10-04 22:41:08 main:581] : INFO : Epoch 1869 | loss: 0.0311872 | val_loss: 0.0311934 | Time: 1472.3 ms [2021-10-04 22:41:09 main:581] : INFO : Epoch 1870 | loss: 0.0311865 | val_loss: 0.0311994 | Time: 1496.83 ms [2021-10-04 22:41:11 main:581] : INFO : Epoch 1871 | loss: 0.0311908 | val_loss: 0.0311962 | Time: 1463.48 ms [2021-10-04 22:41:12 main:581] : INFO : Epoch 1872 | loss: 0.0311894 | val_loss: 0.0311937 | Time: 1464.59 ms [2021-10-04 22:41:14 main:581] : INFO : Epoch 1873 | loss: 0.0311871 | val_loss: 0.0311932 | Time: 1467.17 ms [2021-10-04 22:41:15 main:581] : INFO : Epoch 1874 | loss: 0.0311876 | val_loss: 0.0311957 | Time: 1464.2 ms [2021-10-04 22:41:17 main:581] : INFO : Epoch 1875 | loss: 0.0311888 | val_loss: 0.031193 | Time: 1475.38 ms [2021-10-04 22:41:18 main:581] : INFO : Epoch 1876 | loss: 0.0311883 | val_loss: 0.0311981 | Time: 1501.64 ms [2021-10-04 22:41:20 main:581] : INFO : Epoch 1877 | loss: 0.0311898 | val_loss: 0.0311944 | Time: 1459.85 ms [2021-10-04 22:41:21 main:581] : INFO : Epoch 1878 | loss: 0.0311873 | val_loss: 0.0311934 | Time: 1457.62 ms [2021-10-04 22:41:23 main:581] : INFO : Epoch 1879 | loss: 0.0311861 | val_loss: 0.0311944 | Time: 1479.91 ms [2021-10-04 22:41:24 main:581] : INFO : Epoch 1880 | loss: 0.0311862 | val_loss: 0.0311943 | Time: 1481.93 ms [2021-10-04 22:41:25 main:581] : INFO : Epoch 1881 | loss: 0.0311876 | val_loss: 0.0311983 | Time: 1482.57 ms [2021-10-04 22:41:27 main:581] : INFO : Epoch 1882 | loss: 0.0311895 | val_loss: 0.0311929 | Time: 1453.44 ms [2021-10-04 22:41:28 main:581] : INFO : Epoch 1883 | loss: 0.0311868 | val_loss: 0.0311936 | Time: 1477.47 ms [2021-10-04 22:41:30 main:581] : INFO : Epoch 1884 | loss: 0.0311872 | val_loss: 0.0311933 | Time: 1498.04 ms [2021-10-04 22:41:31 main:581] : INFO : Epoch 1885 | loss: 0.0311869 | val_loss: 0.031195 | Time: 1440.08 ms [2021-10-04 22:41:33 main:581] : INFO : Epoch 1886 | loss: 0.0311858 | val_loss: 0.0311937 | Time: 1444.55 ms [2021-10-04 22:41:34 main:581] : INFO : Epoch 1887 | loss: 0.0311874 | val_loss: 0.0311944 | Time: 1444.74 ms [2021-10-04 22:41:36 main:581] : INFO : Epoch 1888 | loss: 0.0311877 | val_loss: 0.0311941 | Time: 1443.61 ms [2021-10-04 22:41:37 main:581] : INFO : Epoch 1889 | loss: 0.0311888 | val_loss: 0.0311964 | Time: 1512.64 ms [2021-10-04 22:41:39 main:581] : INFO : Epoch 1890 | loss: 0.0311867 | val_loss: 0.0311935 | Time: 1456.9 ms [2021-10-04 22:41:40 main:581] : INFO : Epoch 1891 | loss: 0.0311876 | val_loss: 0.0311992 | Time: 1542.53 ms [2021-10-04 22:41:42 main:581] : INFO : Epoch 1892 | loss: 0.0311877 | val_loss: 0.0311959 | Time: 1499.38 ms [2021-10-04 22:41:43 main:581] : INFO : Epoch 1893 | loss: 0.0311881 | val_loss: 0.0312026 | Time: 1518.26 ms [2021-10-04 22:41:45 main:581] : INFO : Epoch 1894 | loss: 0.0311894 | val_loss: 0.0311945 | Time: 1457.76 ms [2021-10-04 22:41:46 main:581] : INFO : Epoch 1895 | loss: 0.0311864 | val_loss: 0.0311947 | Time: 1454.78 ms [2021-10-04 22:41:48 main:581] : INFO : Epoch 1896 | loss: 0.0311851 | val_loss: 0.031193 | Time: 1436.48 ms [2021-10-04 22:41:49 main:581] : INFO : Epoch 1897 | loss: 0.0311864 | val_loss: 0.0311952 | Time: 1442.06 ms [2021-10-04 22:41:50 main:581] : INFO : Epoch 1898 | loss: 0.0311864 | val_loss: 0.0311939 | Time: 1465.39 ms [2021-10-04 22:41:52 main:581] : INFO : Epoch 1899 | loss: 0.031186 | val_loss: 0.0311962 | Time: 1434.93 ms [2021-10-04 22:41:53 main:581] : INFO : Epoch 1900 | loss: 0.0311856 | val_loss: 0.0311943 | Time: 1439.43 ms [2021-10-04 22:41:55 main:581] : INFO : Epoch 1901 | loss: 0.031186 | val_loss: 0.0311967 | Time: 1467.7 ms [2021-10-04 22:41:56 main:581] : INFO : Epoch 1902 | loss: 0.0311877 | val_loss: 0.0311944 | Time: 1471.43 ms [2021-10-04 22:41:58 main:581] : INFO : Epoch 1903 | loss: 0.0311859 | val_loss: 0.0311934 | Time: 1512.13 ms [2021-10-04 22:41:59 main:581] : INFO : Epoch 1904 | loss: 0.0311869 | val_loss: 0.0312065 | Time: 1432.52 ms [2021-10-04 22:42:01 main:581] : INFO : Epoch 1905 | loss: 0.0311904 | val_loss: 0.0311932 | Time: 1431.67 ms [2021-10-04 22:42:02 main:581] : INFO : Epoch 1906 | loss: 0.0311866 | val_loss: 0.0311952 | Time: 1432.97 ms [2021-10-04 22:42:04 main:581] : INFO : Epoch 1907 | loss: 0.0311879 | val_loss: 0.031199 | Time: 1450.29 ms [2021-10-04 22:42:05 main:581] : INFO : Epoch 1908 | loss: 0.0311861 | val_loss: 0.0311941 | Time: 1460.58 ms [2021-10-04 22:42:07 main:581] : INFO : Epoch 1909 | loss: 0.0311865 | val_loss: 0.0311965 | Time: 1492.06 ms [2021-10-04 22:42:08 main:581] : INFO : Epoch 1910 | loss: 0.0311857 | val_loss: 0.0311945 | Time: 1431.56 ms [2021-10-04 22:42:09 main:581] : INFO : Epoch 1911 | loss: 0.0311855 | val_loss: 0.0311956 | Time: 1482.78 ms [2021-10-04 22:42:11 main:581] : INFO : Epoch 1912 | loss: 0.0311863 | val_loss: 0.0311935 | Time: 1443.99 ms [2021-10-04 22:42:12 main:581] : INFO : Epoch 1913 | loss: 0.031185 | val_loss: 0.031194 | Time: 1516.12 ms [2021-10-04 22:42:14 main:581] : INFO : Epoch 1914 | loss: 0.0311874 | val_loss: 0.0311949 | Time: 1488.07 ms [2021-10-04 22:42:15 main:581] : INFO : Epoch 1915 | loss: 0.0311854 | val_loss: 0.0311938 | Time: 1489.84 ms [2021-10-04 22:42:17 main:581] : INFO : Epoch 1916 | loss: 0.0311864 | val_loss: 0.0311939 | Time: 1512.57 ms [2021-10-04 22:42:18 main:581] : INFO : Epoch 1917 | loss: 0.0311874 | val_loss: 0.0311947 | Time: 1456.08 ms [2021-10-04 22:42:20 main:581] : INFO : Epoch 1918 | loss: 0.0311852 | val_loss: 0.0311946 | Time: 1442.19 ms [2021-10-04 22:42:21 main:581] : INFO : Epoch 1919 | loss: 0.0311852 | val_loss: 0.0311938 | Time: 1436.79 ms [2021-10-04 22:42:23 main:581] : INFO : Epoch 1920 | loss: 0.0311848 | val_loss: 0.0311949 | Time: 1469.97 ms [2021-10-04 22:42:24 main:581] : INFO : Epoch 1921 | loss: 0.0311854 | val_loss: 0.0311929 | Time: 1475.48 ms [2021-10-04 22:42:26 main:581] : INFO : Epoch 1922 | loss: 0.0311848 | val_loss: 0.0311965 | Time: 1460.09 ms [2021-10-04 22:42:27 main:581] : INFO : Epoch 1923 | loss: 0.0311854 | val_loss: 0.0311975 | Time: 1497.7 ms [2021-10-04 22:42:29 main:581] : INFO : Epoch 1924 | loss: 0.0311862 | val_loss: 0.0311944 | Time: 1463.57 ms [2021-10-04 22:42:30 main:581] : INFO : Epoch 1925 | loss: 0.0311857 | val_loss: 0.0311936 | Time: 1607.12 ms [2021-10-04 22:42:32 main:581] : INFO : Epoch 1926 | loss: 0.0311918 | val_loss: 0.0311999 | Time: 1456.5 ms [2021-10-04 22:42:33 main:581] : INFO : Epoch 1927 | loss: 0.0311921 | val_loss: 0.0311941 | Time: 1552.72 ms [2021-10-04 22:42:35 main:581] : INFO : Epoch 1928 | loss: 0.0311905 | val_loss: 0.0311928 | Time: 1441.45 ms [2021-10-04 22:42:36 main:581] : INFO : Epoch 1929 | loss: 0.0311892 | val_loss: 0.0311929 | Time: 1507.41 ms [2021-10-04 22:42:38 main:581] : INFO : Epoch 1930 | loss: 0.03119 | val_loss: 0.0311918 | Time: 1441.63 ms [2021-10-04 22:42:39 main:581] : INFO : Epoch 1931 | loss: 0.0311888 | val_loss: 0.0311921 | Time: 1492.06 ms [2021-10-04 22:42:41 main:581] : INFO : Epoch 1932 | loss: 0.0311883 | val_loss: 0.0311942 | Time: 1523.03 ms [2021-10-04 22:42:42 main:581] : INFO : Epoch 1933 | loss: 0.0311879 | val_loss: 0.0311941 | Time: 1466.73 ms [2021-10-04 22:42:44 main:581] : INFO : Epoch 1934 | loss: 0.0311874 | val_loss: 0.0311925 | Time: 1497.03 ms [2021-10-04 22:42:45 main:581] : INFO : Epoch 1935 | loss: 0.0311873 | val_loss: 0.0311931 | Time: 1461.67 ms [2021-10-04 22:42:47 main:581] : INFO : Epoch 1936 | loss: 0.0311887 | val_loss: 0.0311976 | Time: 1502.35 ms [2021-10-04 22:42:48 main:581] : INFO : Epoch 1937 | loss: 0.0311877 | val_loss: 0.0311923 | Time: 1473.73 ms [2021-10-04 22:42:50 main:581] : INFO : Epoch 1938 | loss: 0.0311865 | val_loss: 0.0311901 | Time: 1505.8 ms [2021-10-04 22:42:51 main:581] : INFO : Epoch 1939 | loss: 0.0311864 | val_loss: 0.0311963 | Time: 1454.18 ms [2021-10-04 22:42:52 main:581] : INFO : Epoch 1940 | loss: 0.0311878 | val_loss: 0.0311913 | Time: 1434.04 ms [2021-10-04 22:42:54 main:581] : INFO : Epoch 1941 | loss: 0.0311876 | val_loss: 0.0311933 | Time: 1470.2 ms [2021-10-04 22:42:55 main:581] : INFO : Epoch 1942 | loss: 0.0311849 | val_loss: 0.031191 | Time: 1458.71 ms [2021-10-04 22:42:57 main:581] : INFO : Epoch 1943 | loss: 0.031185 | val_loss: 0.0311913 | Time: 1465.43 ms [2021-10-04 22:42:58 main:581] : INFO : Epoch 1944 | loss: 0.0311866 | val_loss: 0.0311906 | Time: 1443.44 ms [2021-10-04 22:43:00 main:581] : INFO : Epoch 1945 | loss: 0.0311874 | val_loss: 0.0311921 | Time: 1472.49 ms [2021-10-04 22:43:01 main:581] : INFO : Epoch 1946 | loss: 0.0311851 | val_loss: 0.0311904 | Time: 1462.04 ms [2021-10-04 22:43:03 main:581] : INFO : Epoch 1947 | loss: 0.0311849 | val_loss: 0.0311962 | Time: 1495.33 ms [2021-10-04 22:43:04 main:581] : INFO : Epoch 1948 | loss: 0.0311861 | val_loss: 0.0311915 | Time: 1542.9 ms [2021-10-04 22:43:06 main:581] : INFO : Epoch 1949 | loss: 0.031185 | val_loss: 0.0311932 | Time: 1477.87 ms [2021-10-04 22:43:07 main:581] : INFO : Epoch 1950 | loss: 0.0311869 | val_loss: 0.0311959 | Time: 1432.08 ms [2021-10-04 22:43:09 main:581] : INFO : Epoch 1951 | loss: 0.0311859 | val_loss: 0.031191 | Time: 1439.71 ms [2021-10-04 22:43:10 main:581] : INFO : Epoch 1952 | loss: 0.0311859 | val_loss: 0.03119 | Time: 1438.36 ms [2021-10-04 22:43:11 main:581] : INFO : Epoch 1953 | loss: 0.031188 | val_loss: 0.0311961 | Time: 1451.48 ms [2021-10-04 22:43:13 main:581] : INFO : Epoch 1954 | loss: 0.0311901 | val_loss: 0.0311975 | Time: 1470.59 ms [2021-10-04 22:43:14 main:581] : INFO : Epoch 1955 | loss: 0.0311873 | val_loss: 0.0311901 | Time: 1500.77 ms [2021-10-04 22:43:16 main:581] : INFO : Epoch 1956 | loss: 0.0311866 | val_loss: 0.0311911 | Time: 1498.4 ms [2021-10-04 22:43:17 main:581] : INFO : Epoch 1957 | loss: 0.0311884 | val_loss: 0.0311928 | Time: 1481.29 ms [2021-10-04 22:43:19 main:581] : INFO : Epoch 1958 | loss: 0.0311865 | val_loss: 0.0311897 | Time: 1524.41 ms [2021-10-04 22:43:20 main:581] : INFO : Epoch 1959 | loss: 0.031185 | val_loss: 0.0311889 | Time: 1486.49 ms [2021-10-04 22:43:22 main:581] : INFO : Epoch 1960 | loss: 0.0311854 | val_loss: 0.0311891 | Time: 1472.2 ms [2021-10-04 22:43:23 main:581] : INFO : Epoch 1961 | loss: 0.0311861 | val_loss: 0.0311894 | Time: 1486.31 ms [2021-10-04 22:43:25 main:581] : INFO : Epoch 1962 | loss: 0.0311864 | val_loss: 0.0311925 | Time: 1482 ms [2021-10-04 22:43:26 main:581] : INFO : Epoch 1963 | loss: 0.0311874 | val_loss: 0.0311899 | Time: 1433.95 ms [2021-10-04 22:43:28 main:581] : INFO : Epoch 1964 | loss: 0.0311867 | val_loss: 0.0311916 | Time: 1434.67 ms [2021-10-04 22:43:29 main:581] : INFO : Epoch 1965 | loss: 0.0311871 | val_loss: 0.0311891 | Time: 1436.41 ms [2021-10-04 22:43:31 main:581] : INFO : Epoch 1966 | loss: 0.0311859 | val_loss: 0.0311874 | Time: 1471.38 ms [2021-10-04 22:43:32 main:581] : INFO : Epoch 1967 | loss: 0.0311862 | val_loss: 0.0311938 | Time: 1569.27 ms [2021-10-04 22:43:34 main:581] : INFO : Epoch 1968 | loss: 0.0311907 | val_loss: 0.0311905 | Time: 1497.8 ms [2021-10-04 22:43:35 main:581] : INFO : Epoch 1969 | loss: 0.0311893 | val_loss: 0.0311913 | Time: 1515.4 ms [2021-10-04 22:43:37 main:581] : INFO : Epoch 1970 | loss: 0.031188 | val_loss: 0.0311893 | Time: 1436.39 ms [2021-10-04 22:43:38 main:581] : INFO : Epoch 1971 | loss: 0.0311872 | val_loss: 0.0311887 | Time: 1487.74 ms [2021-10-04 22:43:40 main:581] : INFO : Epoch 1972 | loss: 0.0311859 | val_loss: 0.0311889 | Time: 1489.46 ms [2021-10-04 22:43:41 main:581] : INFO : Epoch 1973 | loss: 0.0311868 | val_loss: 0.0311899 | Time: 1681.71 ms [2021-10-04 22:43:43 main:581] : INFO : Epoch 1974 | loss: 0.031187 | val_loss: 0.0311923 | Time: 1580.82 ms [2021-10-04 22:43:44 main:581] : INFO : Epoch 1975 | loss: 0.0311912 | val_loss: 0.0311929 | Time: 1560.34 ms [2021-10-04 22:43:46 main:581] : INFO : Epoch 1976 | loss: 0.0311893 | val_loss: 0.0311942 | Time: 1665.92 ms [2021-10-04 22:43:48 main:581] : INFO : Epoch 1977 | loss: 0.0311888 | val_loss: 0.0311917 | Time: 1713.84 ms [2021-10-04 22:43:49 main:581] : INFO : Epoch 1978 | loss: 0.031189 | val_loss: 0.0311901 | Time: 1438.23 ms [2021-10-04 22:43:51 main:581] : INFO : Epoch 1979 | loss: 0.0311878 | val_loss: 0.0311897 | Time: 1677.27 ms [2021-10-04 22:43:52 main:581] : INFO : Epoch 1980 | loss: 0.0311889 | val_loss: 0.0311899 | Time: 1448.39 ms [2021-10-04 22:43:54 main:581] : INFO : Epoch 1981 | loss: 0.0311894 | val_loss: 0.0311927 | Time: 1588.37 ms [2021-10-04 22:43:56 main:581] : INFO : Epoch 1982 | loss: 0.0311886 | val_loss: 0.0311978 | Time: 1599.1 ms [2021-10-04 22:43:57 main:581] : INFO : Epoch 1983 | loss: 0.0311901 | val_loss: 0.0311949 | Time: 1480.42 ms [2021-10-04 22:43:59 main:581] : INFO : Epoch 1984 | loss: 0.0311884 | val_loss: 0.0311935 | Time: 1543.94 ms [2021-10-04 22:44:00 main:581] : INFO : Epoch 1985 | loss: 0.0311869 | val_loss: 0.0311876 | Time: 1549.25 ms [2021-10-04 22:44:02 main:581] : INFO : Epoch 1986 | loss: 0.0311861 | val_loss: 0.0311884 | Time: 1557.04 ms [2021-10-04 22:44:03 main:581] : INFO : Epoch 1987 | loss: 0.0311873 | val_loss: 0.0311867 | Time: 1439.22 ms [2021-10-04 22:44:05 main:581] : INFO : Epoch 1988 | loss: 0.031188 | val_loss: 0.0311883 | Time: 1521.31 ms [2021-10-04 22:44:06 main:581] : INFO : Epoch 1989 | loss: 0.0311872 | val_loss: 0.0311895 | Time: 1447.6 ms [2021-10-04 22:44:08 main:581] : INFO : Epoch 1990 | loss: 0.0311878 | val_loss: 0.0311883 | Time: 1528.33 ms [2021-10-04 22:44:09 main:581] : INFO : Epoch 1991 | loss: 0.031191 | val_loss: 0.0311928 | Time: 1523.6 ms [2021-10-04 22:44:11 main:581] : INFO : Epoch 1992 | loss: 0.0313559 | val_loss: 0.0422356 | Time: 1524.32 ms [2021-10-04 22:44:12 main:581] : INFO : Epoch 1993 | loss: 0.0475103 | val_loss: 0.0394782 | Time: 1524.21 ms [2021-10-04 22:44:14 main:581] : INFO : Epoch 1994 | loss: 0.0348795 | val_loss: 0.0339143 | Time: 1444.32 ms [2021-10-04 22:44:15 main:581] : INFO : Epoch 1995 | loss: 0.0318488 | val_loss: 0.0313821 | Time: 1480.65 ms [2021-10-04 22:44:17 main:581] : INFO : Epoch 1996 | loss: 0.0313389 | val_loss: 0.0312914 | Time: 1495.82 ms [2021-10-04 22:44:18 main:581] : INFO : Epoch 1997 | loss: 0.0312631 | val_loss: 0.0312491 | Time: 1475.22 ms [2021-10-04 22:44:20 main:581] : INFO : Epoch 1998 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 1484.23 ms [2021-10-04 22:44:21 main:581] : INFO : Epoch 1999 | loss: 0.0312397 | val_loss: 0.031238 | Time: 1573.81 ms [2021-10-04 22:44:23 main:581] : INFO : Epoch 2000 | loss: 0.0312309 | val_loss: 0.0312271 | Time: 1465.26 ms [2021-10-04 22:44:24 main:581] : INFO : Epoch 2001 | loss: 0.031222 | val_loss: 0.0312194 | Time: 1458 ms [2021-10-04 22:44:26 main:581] : INFO : Epoch 2002 | loss: 0.0312151 | val_loss: 0.0312121 | Time: 1469.98 ms [2021-10-04 22:44:27 main:581] : INFO : Epoch 2003 | loss: 0.0312103 | val_loss: 0.0312075 | Time: 1464.5 ms [2021-10-04 22:44:29 main:581] : INFO : Epoch 2004 | loss: 0.0312068 | val_loss: 0.0312048 | Time: 1474.81 ms [2021-10-04 22:44:30 main:581] : INFO : Epoch 2005 | loss: 0.0312046 | val_loss: 0.0312032 | Time: 1441.9 ms [2021-10-04 22:44:31 main:581] : INFO : Epoch 2006 | loss: 0.0312029 | val_loss: 0.0312013 | Time: 1493.15 ms [2021-10-04 22:44:33 main:581] : INFO : Epoch 2007 | loss: 0.0312009 | val_loss: 0.0311991 | Time: 1468.69 ms [2021-10-04 22:44:34 main:581] : INFO : Epoch 2008 | loss: 0.0311999 | val_loss: 0.0311983 | Time: 1451.61 ms [2021-10-04 22:44:36 main:581] : INFO : Epoch 2009 | loss: 0.0311986 | val_loss: 0.0311971 | Time: 1425.33 ms [2021-10-04 22:44:37 main:581] : INFO : Epoch 2010 | loss: 0.0311978 | val_loss: 0.0311967 | Time: 1503.81 ms [2021-10-04 22:44:39 main:581] : INFO : Epoch 2011 | loss: 0.0311968 | val_loss: 0.0311947 | Time: 1498.96 ms [2021-10-04 22:44:40 main:581] : INFO : Epoch 2012 | loss: 0.0311953 | val_loss: 0.0311933 | Time: 1440.77 ms [2021-10-04 22:44:42 main:581] : INFO : Epoch 2013 | loss: 0.0311942 | val_loss: 0.0311942 | Time: 1432 ms [2021-10-04 22:44:43 main:581] : INFO : Epoch 2014 | loss: 0.031194 | val_loss: 0.0311919 | Time: 1577.02 ms [2021-10-04 22:44:45 main:581] : INFO : Epoch 2015 | loss: 0.0311919 | val_loss: 0.0311907 | Time: 1518.58 ms [2021-10-04 22:44:46 main:581] : INFO : Epoch 2016 | loss: 0.0311908 | val_loss: 0.0311895 | Time: 1489.35 ms [2021-10-04 22:44:48 main:581] : INFO : Epoch 2017 | loss: 0.0311904 | val_loss: 0.03119 | Time: 1444.02 ms [2021-10-04 22:44:49 main:581] : INFO : Epoch 2018 | loss: 0.0311901 | val_loss: 0.0311897 | Time: 1523.13 ms [2021-10-04 22:44:51 main:581] : INFO : Epoch 2019 | loss: 0.0311903 | val_loss: 0.0311896 | Time: 1480.99 ms [2021-10-04 22:44:52 main:581] : INFO : Epoch 2020 | loss: 0.0311897 | val_loss: 0.0311894 | Time: 1437.49 ms [2021-10-04 22:44:54 main:581] : INFO : Epoch 2021 | loss: 0.0311894 | val_loss: 0.031189 | Time: 1564.46 ms [2021-10-04 22:44:55 main:581] : INFO : Epoch 2022 | loss: 0.0311891 | val_loss: 0.0311888 | Time: 1508.2 ms [2021-10-04 22:44:57 main:581] : INFO : Epoch 2023 | loss: 0.0311888 | val_loss: 0.0311888 | Time: 1507.64 ms [2021-10-04 22:44:58 main:581] : INFO : Epoch 2024 | loss: 0.0311986 | val_loss: 0.0312025 | Time: 1501.55 ms [2021-10-04 22:45:00 main:581] : INFO : Epoch 2025 | loss: 0.0312072 | val_loss: 0.0312014 | Time: 1586.98 ms [2021-10-04 22:45:01 main:581] : INFO : Epoch 2026 | loss: 0.0312031 | val_loss: 0.0311998 | Time: 1442.66 ms [2021-10-04 22:45:03 main:581] : INFO : Epoch 2027 | loss: 0.0312012 | val_loss: 0.0311993 | Time: 1527.64 ms [2021-10-04 22:45:04 main:581] : INFO : Epoch 2028 | loss: 0.0312002 | val_loss: 0.031199 | Time: 1439.91 ms [2021-10-04 22:45:06 main:581] : INFO : Epoch 2029 | loss: 0.0311997 | val_loss: 0.0311985 | Time: 1558.2 ms [2021-10-04 22:45:07 main:581] : INFO : Epoch 2030 | loss: 0.0311995 | val_loss: 0.0311982 | Time: 1482.68 ms [2021-10-04 22:45:09 main:581] : INFO : Epoch 2031 | loss: 0.031199 | val_loss: 0.0311983 | Time: 1510.94 ms [2021-10-04 22:45:10 main:581] : INFO : Epoch 2032 | loss: 0.0311983 | val_loss: 0.0311988 | Time: 1515.45 ms [2021-10-04 22:45:12 main:581] : INFO : Epoch 2033 | loss: 0.0311982 | val_loss: 0.0311985 | Time: 1446.13 ms [2021-10-04 22:45:13 main:581] : INFO : Epoch 2034 | loss: 0.0311975 | val_loss: 0.0311982 | Time: 1438.19 ms [2021-10-04 22:45:15 main:581] : INFO : Epoch 2035 | loss: 0.0311971 | val_loss: 0.0311977 | Time: 1497.95 ms [2021-10-04 22:45:16 main:581] : INFO : Epoch 2036 | loss: 0.0311971 | val_loss: 0.0311976 | Time: 1540.49 ms [2021-10-04 22:45:18 main:581] : INFO : Epoch 2037 | loss: 0.0311972 | val_loss: 0.0311978 | Time: 1470.41 ms [2021-10-04 22:45:19 main:581] : INFO : Epoch 2038 | loss: 0.0311972 | val_loss: 0.0311973 | Time: 1492.98 ms [2021-10-04 22:45:21 main:581] : INFO : Epoch 2039 | loss: 0.0311971 | val_loss: 0.0311972 | Time: 1454.33 ms [2021-10-04 22:45:22 main:581] : INFO : Epoch 2040 | loss: 0.0311965 | val_loss: 0.031197 | Time: 1481.43 ms [2021-10-04 22:45:24 main:581] : INFO : Epoch 2041 | loss: 0.0311963 | val_loss: 0.031197 | Time: 1468.86 ms [2021-10-04 22:45:25 main:581] : INFO : Epoch 2042 | loss: 0.0311957 | val_loss: 0.0311971 | Time: 1546.32 ms [2021-10-04 22:45:27 main:581] : INFO : Epoch 2043 | loss: 0.0311954 | val_loss: 0.0311984 | Time: 1530.39 ms [2021-10-04 22:45:28 main:581] : INFO : Epoch 2044 | loss: 0.0311957 | val_loss: 0.031197 | Time: 1449.89 ms [2021-10-04 22:45:30 main:581] : INFO : Epoch 2045 | loss: 0.031195 | val_loss: 0.031197 | Time: 1469.19 ms [2021-10-04 22:45:31 main:581] : INFO : Epoch 2046 | loss: 0.0311948 | val_loss: 0.0311972 | Time: 1499.65 ms [2021-10-04 22:45:33 main:581] : INFO : Epoch 2047 | loss: 0.0311946 | val_loss: 0.031197 | Time: 1461.54 ms [2021-10-04 22:45:34 main:581] : INFO : Epoch 2048 | loss: 0.0311947 | val_loss: 0.0311966 | Time: 1540.72 ms [2021-10-04 22:45:34 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311966 [2021-10-04 22:45:34 main:610] : INFO : Saving end state to config to file [2021-10-04 22:45:34 main:615] : INFO : Success, exiting.. 22:45:34 (26570): 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)