Task 7642794
| Name | ParityModified-1631726404-21875-3_0 |
| Workunit | 5295559 |
| Created | 27 Sep 2021, 9:04:58 UTC |
| Sent | 3 Oct 2021, 20:00:56 UTC |
| Report deadline | 10 Oct 2021, 20:00:56 UTC |
| Received | 4 Oct 2021, 15:28:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15475 |
| Run time | 50 min 47 sec |
| CPU time | 50 min 45 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> 7:15:47 main:581] : INFO : Epoch 1538 | loss: 0.0311886 | val_loss: 0.0311862 | Time: 1607.37 ms [2021-10-04 17:15:49 main:581] : INFO : Epoch 1539 | loss: 0.0311886 | val_loss: 0.0311871 | Time: 1504.74 ms [2021-10-04 17:15:50 main:581] : INFO : Epoch 1540 | loss: 0.0311948 | val_loss: 0.0311874 | Time: 1475.17 ms [2021-10-04 17:15:52 main:581] : INFO : Epoch 1541 | loss: 0.0311956 | val_loss: 0.0311947 | Time: 1479.95 ms [2021-10-04 17:15:53 main:581] : INFO : Epoch 1542 | loss: 0.0311955 | val_loss: 0.0312021 | Time: 1482.97 ms [2021-10-04 17:15:55 main:581] : INFO : Epoch 1543 | loss: 0.0311919 | val_loss: 0.0311984 | Time: 1483.68 ms [2021-10-04 17:15:56 main:581] : INFO : Epoch 1544 | loss: 0.0311962 | val_loss: 0.0311975 | Time: 1487.54 ms [2021-10-04 17:15:58 main:581] : INFO : Epoch 1545 | loss: 0.0311928 | val_loss: 0.0311877 | Time: 1484.78 ms [2021-10-04 17:15:59 main:581] : INFO : Epoch 1546 | loss: 0.0311885 | val_loss: 0.0311888 | Time: 1480.28 ms [2021-10-04 17:16:01 main:581] : INFO : Epoch 1547 | loss: 0.0311883 | val_loss: 0.0311869 | Time: 1479.02 ms [2021-10-04 17:16:02 main:581] : INFO : Epoch 1548 | loss: 0.0311874 | val_loss: 0.0311875 | Time: 1480.58 ms [2021-10-04 17:16:04 main:581] : INFO : Epoch 1549 | loss: 0.0311885 | val_loss: 0.0312018 | Time: 1479.95 ms [2021-10-04 17:16:05 main:581] : INFO : Epoch 1550 | loss: 0.0311916 | val_loss: 0.0311964 | Time: 1478.82 ms [2021-10-04 17:16:07 main:581] : INFO : Epoch 1551 | loss: 0.0311916 | val_loss: 0.0311869 | Time: 1484.84 ms [2021-10-04 17:16:08 main:581] : INFO : Epoch 1552 | loss: 0.0311889 | val_loss: 0.0311869 | Time: 1482.1 ms [2021-10-04 17:16:10 main:581] : INFO : Epoch 1553 | loss: 0.0311905 | val_loss: 0.0311889 | Time: 1480.89 ms [2021-10-04 17:16:11 main:581] : INFO : Epoch 1554 | loss: 0.03119 | val_loss: 0.031187 | Time: 1481.77 ms [2021-10-04 17:16:13 main:581] : INFO : Epoch 1555 | loss: 0.0311919 | val_loss: 0.0312145 | Time: 1571.31 ms [2021-10-04 17:16:14 main:581] : INFO : Epoch 1556 | loss: 0.0312002 | val_loss: 0.0311887 | Time: 1605.3 ms [2021-10-04 17:16:16 main:581] : INFO : Epoch 1557 | loss: 0.0311937 | val_loss: 0.0312044 | Time: 1498.76 ms [2021-10-04 17:16:17 main:581] : INFO : Epoch 1558 | loss: 0.031197 | val_loss: 0.0311938 | Time: 1472.9 ms [2021-10-04 17:16:19 main:581] : INFO : Epoch 1559 | loss: 0.0311932 | val_loss: 0.031188 | Time: 1476.43 ms [2021-10-04 17:16:20 main:581] : INFO : Epoch 1560 | loss: 0.0311909 | val_loss: 0.0311875 | Time: 1477.54 ms [2021-10-04 17:16:22 main:581] : INFO : Epoch 1561 | loss: 0.0311927 | val_loss: 0.0311921 | Time: 1482.66 ms [2021-10-04 17:16:23 main:581] : INFO : Epoch 1562 | loss: 0.0311917 | val_loss: 0.0311977 | Time: 1483.24 ms [2021-10-04 17:16:25 main:581] : INFO : Epoch 1563 | loss: 0.0311915 | val_loss: 0.031193 | Time: 1482.77 ms [2021-10-04 17:16:26 main:581] : INFO : Epoch 1564 | loss: 0.0311901 | val_loss: 0.0311869 | Time: 1487.62 ms [2021-10-04 17:16:28 main:581] : INFO : Epoch 1565 | loss: 0.031195 | val_loss: 0.0311962 | Time: 1486.82 ms [2021-10-04 17:16:29 main:581] : INFO : Epoch 1566 | loss: 0.0311994 | val_loss: 0.0311931 | Time: 1482.61 ms [2021-10-04 17:16:31 main:581] : INFO : Epoch 1567 | loss: 0.0311974 | val_loss: 0.0311943 | Time: 1480.59 ms [2021-10-04 17:16:32 main:581] : INFO : Epoch 1568 | loss: 0.0311955 | val_loss: 0.0311916 | Time: 1529.68 ms [2021-10-04 17:16:34 main:581] : INFO : Epoch 1569 | loss: 0.0311962 | val_loss: 0.0311935 | Time: 1606.52 ms [2021-10-04 17:16:35 main:581] : INFO : Epoch 1570 | loss: 0.031198 | val_loss: 0.0311947 | Time: 1568.71 ms [2021-10-04 17:16:37 main:581] : INFO : Epoch 1571 | loss: 0.0311958 | val_loss: 0.0311923 | Time: 1465.55 ms [2021-10-04 17:16:38 main:581] : INFO : Epoch 1572 | loss: 0.0311946 | val_loss: 0.0311919 | Time: 1474.68 ms [2021-10-04 17:16:40 main:581] : INFO : Epoch 1573 | loss: 0.0311953 | val_loss: 0.031196 | Time: 1476.62 ms [2021-10-04 17:16:41 main:581] : INFO : Epoch 1574 | loss: 0.0311976 | val_loss: 0.0311893 | Time: 1482 ms [2021-10-04 17:16:43 main:581] : INFO : Epoch 1575 | loss: 0.0311954 | val_loss: 0.031191 | Time: 1478.34 ms [2021-10-04 17:16:44 main:581] : INFO : Epoch 1576 | loss: 0.0311951 | val_loss: 0.0311909 | Time: 1479.62 ms [2021-10-04 17:16:46 main:581] : INFO : Epoch 1577 | loss: 0.0311942 | val_loss: 0.0311991 | Time: 1485.75 ms [2021-10-04 17:16:47 main:581] : INFO : Epoch 1578 | loss: 0.0311946 | val_loss: 0.0311927 | Time: 1483.88 ms [2021-10-04 17:16:49 main:581] : INFO : Epoch 1579 | loss: 0.031196 | val_loss: 0.0311892 | Time: 1483.55 ms [2021-10-04 17:16:50 main:581] : INFO : Epoch 1580 | loss: 0.0311931 | val_loss: 0.0311898 | Time: 1480.56 ms [2021-10-04 17:16:52 main:581] : INFO : Epoch 1581 | loss: 0.0311932 | val_loss: 0.0311928 | Time: 1484.01 ms [2021-10-04 17:16:53 main:581] : INFO : Epoch 1582 | loss: 0.0311942 | val_loss: 0.0311887 | Time: 1482.53 ms [2021-10-04 17:16:55 main:581] : INFO : Epoch 1583 | loss: 0.0311987 | val_loss: 0.0311964 | Time: 1482.66 ms [2021-10-04 17:16:56 main:581] : INFO : Epoch 1584 | loss: 0.0311937 | val_loss: 0.0311882 | Time: 1479.22 ms [2021-10-04 17:16:58 main:581] : INFO : Epoch 1585 | loss: 0.0311939 | val_loss: 0.0311899 | Time: 1476.55 ms [2021-10-04 17:16:59 main:581] : INFO : Epoch 1586 | loss: 0.0311922 | val_loss: 0.0311937 | Time: 1568.25 ms [2021-10-04 17:17:01 main:581] : INFO : Epoch 1587 | loss: 0.0311941 | val_loss: 0.0311903 | Time: 1599.56 ms [2021-10-04 17:17:02 main:581] : INFO : Epoch 1588 | loss: 0.0311917 | val_loss: 0.0311883 | Time: 1526.59 ms [2021-10-04 17:17:04 main:581] : INFO : Epoch 1589 | loss: 0.031194 | val_loss: 0.0311899 | Time: 1466.37 ms [2021-10-04 17:17:05 main:581] : INFO : Epoch 1590 | loss: 0.0311969 | val_loss: 0.0311937 | Time: 1471.05 ms [2021-10-04 17:17:07 main:581] : INFO : Epoch 1591 | loss: 0.031198 | val_loss: 0.0311961 | Time: 1481.11 ms [2021-10-04 17:17:08 main:581] : INFO : Epoch 1592 | loss: 0.0311936 | val_loss: 0.0311917 | Time: 1484.03 ms [2021-10-04 17:17:10 main:581] : INFO : Epoch 1593 | loss: 0.0311964 | val_loss: 0.0311928 | Time: 1483.5 ms [2021-10-04 17:17:11 main:581] : INFO : Epoch 1594 | loss: 0.0311942 | val_loss: 0.0311921 | Time: 1481.9 ms [2021-10-04 17:17:13 main:581] : INFO : Epoch 1595 | loss: 0.031194 | val_loss: 0.0311924 | Time: 1481.89 ms [2021-10-04 17:17:14 main:581] : INFO : Epoch 1596 | loss: 0.0311941 | val_loss: 0.0311907 | Time: 1486.41 ms [2021-10-04 17:17:16 main:581] : INFO : Epoch 1597 | loss: 0.0311908 | val_loss: 0.0311898 | Time: 1483.43 ms [2021-10-04 17:17:17 main:581] : INFO : Epoch 1598 | loss: 0.0311929 | val_loss: 0.0311906 | Time: 1482.38 ms [2021-10-04 17:17:18 main:581] : INFO : Epoch 1599 | loss: 0.0311962 | val_loss: 0.0311901 | Time: 1482.97 ms [2021-10-04 17:17:20 main:581] : INFO : Epoch 1600 | loss: 0.0311934 | val_loss: 0.0311871 | Time: 1485.93 ms [2021-10-04 17:17:22 main:581] : INFO : Epoch 1601 | loss: 0.0311934 | val_loss: 0.0311865 | Time: 1523.03 ms [2021-10-04 17:17:23 main:581] : INFO : Epoch 1602 | loss: 0.0311947 | val_loss: 0.0311879 | Time: 1611.41 ms [2021-10-04 17:17:25 main:581] : INFO : Epoch 1603 | loss: 0.0311979 | val_loss: 0.031208 | Time: 1543.48 ms [2021-10-04 17:17:26 main:581] : INFO : Epoch 1604 | loss: 0.0311962 | val_loss: 0.0311935 | Time: 1470.32 ms [2021-10-04 17:17:28 main:581] : INFO : Epoch 1605 | loss: 0.0311918 | val_loss: 0.0311892 | Time: 1473.43 ms [2021-10-04 17:17:29 main:581] : INFO : Epoch 1606 | loss: 0.0311961 | val_loss: 0.0311886 | Time: 1474.33 ms [2021-10-04 17:17:31 main:581] : INFO : Epoch 1607 | loss: 0.0311924 | val_loss: 0.0311875 | Time: 1473.97 ms [2021-10-04 17:17:32 main:581] : INFO : Epoch 1608 | loss: 0.0311904 | val_loss: 0.0311864 | Time: 1473.07 ms [2021-10-04 17:17:34 main:581] : INFO : Epoch 1609 | loss: 0.0311916 | val_loss: 0.0311898 | Time: 1473.6 ms [2021-10-04 17:17:35 main:581] : INFO : Epoch 1610 | loss: 0.0311927 | val_loss: 0.0311923 | Time: 1475.81 ms [2021-10-04 17:17:36 main:581] : INFO : Epoch 1611 | loss: 0.0311952 | val_loss: 0.0311939 | Time: 1483.64 ms [2021-10-04 17:17:38 main:581] : INFO : Epoch 1612 | loss: 0.031192 | val_loss: 0.0311907 | Time: 1485.01 ms [2021-10-04 17:17:39 main:581] : INFO : Epoch 1613 | loss: 0.031194 | val_loss: 0.0311871 | Time: 1485.27 ms [2021-10-04 17:17:41 main:581] : INFO : Epoch 1614 | loss: 0.0311931 | val_loss: 0.0311877 | Time: 1480.93 ms [2021-10-04 17:17:42 main:581] : INFO : Epoch 1615 | loss: 0.0311894 | val_loss: 0.0311985 | Time: 1474.96 ms [2021-10-04 17:17:44 main:581] : INFO : Epoch 1616 | loss: 0.0311924 | val_loss: 0.0311872 | Time: 1591.89 ms [2021-10-04 17:17:46 main:581] : INFO : Epoch 1617 | loss: 0.0311898 | val_loss: 0.031188 | Time: 1611.83 ms [2021-10-04 17:17:47 main:581] : INFO : Epoch 1618 | loss: 0.0311902 | val_loss: 0.0311912 | Time: 1486.3 ms [2021-10-04 17:17:49 main:581] : INFO : Epoch 1619 | loss: 0.0311949 | val_loss: 0.0311894 | Time: 1468.05 ms [2021-10-04 17:17:50 main:581] : INFO : Epoch 1620 | loss: 0.0311901 | val_loss: 0.0311875 | Time: 1475.7 ms [2021-10-04 17:17:51 main:581] : INFO : Epoch 1621 | loss: 0.0311907 | val_loss: 0.0312003 | Time: 1476.79 ms [2021-10-04 17:17:53 main:581] : INFO : Epoch 1622 | loss: 0.0311938 | val_loss: 0.0311875 | Time: 1472.58 ms [2021-10-04 17:17:54 main:581] : INFO : Epoch 1623 | loss: 0.0311912 | val_loss: 0.0311989 | Time: 1495.67 ms [2021-10-04 17:17:56 main:581] : INFO : Epoch 1624 | loss: 0.031198 | val_loss: 0.031192 | Time: 1472.13 ms [2021-10-04 17:17:57 main:581] : INFO : Epoch 1625 | loss: 0.0311911 | val_loss: 0.0311894 | Time: 1472.95 ms [2021-10-04 17:17:59 main:581] : INFO : Epoch 1626 | loss: 0.0311928 | val_loss: 0.0311905 | Time: 1470.64 ms [2021-10-04 17:18:00 main:581] : INFO : Epoch 1627 | loss: 0.0311927 | val_loss: 0.0311906 | Time: 1465.17 ms [2021-10-04 17:18:02 main:581] : INFO : Epoch 1628 | loss: 0.0311936 | val_loss: 0.0311955 | Time: 1464.63 ms [2021-10-04 17:18:03 main:581] : INFO : Epoch 1629 | loss: 0.0311937 | val_loss: 0.031192 | Time: 1475 ms [2021-10-04 17:18:05 main:581] : INFO : Epoch 1630 | loss: 0.0311958 | val_loss: 0.0312002 | Time: 1475.04 ms [2021-10-04 17:18:06 main:581] : INFO : Epoch 1631 | loss: 0.0311937 | val_loss: 0.0311919 | Time: 1476.4 ms [2021-10-04 17:18:08 main:581] : INFO : Epoch 1632 | loss: 0.0311921 | val_loss: 0.0311886 | Time: 1475.66 ms [2021-10-04 17:18:09 main:581] : INFO : Epoch 1633 | loss: 0.0311918 | val_loss: 0.0311899 | Time: 1470.13 ms [2021-10-04 17:18:11 main:581] : INFO : Epoch 1634 | loss: 0.03119 | val_loss: 0.0311892 | Time: 1472.99 ms [2021-10-04 17:18:12 main:581] : INFO : Epoch 1635 | loss: 0.0311913 | val_loss: 0.0311945 | Time: 1540.31 ms [2021-10-04 17:18:14 main:581] : INFO : Epoch 1636 | loss: 0.031192 | val_loss: 0.0311887 | Time: 1593.8 ms [2021-10-04 17:18:15 main:581] : INFO : Epoch 1637 | loss: 0.0311914 | val_loss: 0.0311914 | Time: 1522.42 ms [2021-10-04 17:18:17 main:581] : INFO : Epoch 1638 | loss: 0.0311906 | val_loss: 0.0311878 | Time: 1455.94 ms [2021-10-04 17:18:18 main:581] : INFO : Epoch 1639 | loss: 0.0311906 | val_loss: 0.0311892 | Time: 1466.41 ms [2021-10-04 17:18:20 main:581] : INFO : Epoch 1640 | loss: 0.0311899 | val_loss: 0.0311872 | Time: 1466.82 ms [2021-10-04 17:18:21 main:581] : INFO : Epoch 1641 | loss: 0.031189 | val_loss: 0.0311856 | Time: 1470.14 ms [2021-10-04 17:18:23 main:581] : INFO : Epoch 1642 | loss: 0.0311899 | val_loss: 0.0311861 | Time: 1468.77 ms [2021-10-04 17:18:24 main:581] : INFO : Epoch 1643 | loss: 0.0311882 | val_loss: 0.0311896 | Time: 1465.33 ms [2021-10-04 17:18:26 main:581] : INFO : Epoch 1644 | loss: 0.0311901 | val_loss: 0.0311873 | Time: 1469.1 ms [2021-10-04 17:18:27 main:581] : INFO : Epoch 1645 | loss: 0.0311952 | val_loss: 0.0311961 | Time: 1455.95 ms [2021-10-04 17:18:29 main:581] : INFO : Epoch 1646 | loss: 0.0311913 | val_loss: 0.031188 | Time: 1474.72 ms [2021-10-04 17:18:30 main:581] : INFO : Epoch 1647 | loss: 0.0311902 | val_loss: 0.0311953 | Time: 1476.25 ms [2021-10-04 17:18:31 main:581] : INFO : Epoch 1648 | loss: 0.0311964 | val_loss: 0.03119 | Time: 1474.7 ms [2021-10-04 17:18:33 main:581] : INFO : Epoch 1649 | loss: 0.0311949 | val_loss: 0.0311908 | Time: 1451.74 ms [2021-10-04 17:18:34 main:581] : INFO : Epoch 1650 | loss: 0.0311924 | val_loss: 0.0311954 | Time: 1471.04 ms [2021-10-04 17:18:36 main:581] : INFO : Epoch 1651 | loss: 0.0311969 | val_loss: 0.0311925 | Time: 1469.8 ms [2021-10-04 17:18:37 main:581] : INFO : Epoch 1652 | loss: 0.0311918 | val_loss: 0.0311979 | Time: 1467.99 ms [2021-10-04 17:18:39 main:581] : INFO : Epoch 1653 | loss: 0.0311912 | val_loss: 0.0311907 | Time: 1470.73 ms [2021-10-04 17:18:40 main:581] : INFO : Epoch 1654 | loss: 0.0311905 | val_loss: 0.0311883 | Time: 1479.3 ms [2021-10-04 17:18:42 main:581] : INFO : Epoch 1655 | loss: 0.0311899 | val_loss: 0.0311987 | Time: 1593.73 ms [2021-10-04 17:18:43 main:581] : INFO : Epoch 1656 | loss: 0.0311927 | val_loss: 0.0311889 | Time: 1588.75 ms [2021-10-04 17:18:45 main:581] : INFO : Epoch 1657 | loss: 0.0311909 | val_loss: 0.0311892 | Time: 1451.88 ms [2021-10-04 17:18:46 main:581] : INFO : Epoch 1658 | loss: 0.0311946 | val_loss: 0.0311924 | Time: 1460.48 ms [2021-10-04 17:18:48 main:581] : INFO : Epoch 1659 | loss: 0.0311904 | val_loss: 0.031191 | Time: 1465.95 ms [2021-10-04 17:18:49 main:581] : INFO : Epoch 1660 | loss: 0.0311939 | val_loss: 0.0311881 | Time: 1462.66 ms [2021-10-04 17:18:51 main:581] : INFO : Epoch 1661 | loss: 0.0311901 | val_loss: 0.0311886 | Time: 1460.76 ms [2021-10-04 17:18:52 main:581] : INFO : Epoch 1662 | loss: 0.0311889 | val_loss: 0.031195 | Time: 1460.93 ms [2021-10-04 17:18:54 main:581] : INFO : Epoch 1663 | loss: 0.0311941 | val_loss: 0.031195 | Time: 1461.76 ms [2021-10-04 17:18:55 main:581] : INFO : Epoch 1664 | loss: 0.0311896 | val_loss: 0.0311875 | Time: 1462.1 ms [2021-10-04 17:18:57 main:581] : INFO : Epoch 1665 | loss: 0.0311896 | val_loss: 0.0311871 | Time: 1460.11 ms [2021-10-04 17:18:58 main:581] : INFO : Epoch 1666 | loss: 0.0311901 | val_loss: 0.031187 | Time: 1460.62 ms [2021-10-04 17:19:00 main:581] : INFO : Epoch 1667 | loss: 0.0311911 | val_loss: 0.0312009 | Time: 1546 ms [2021-10-04 17:19:01 main:581] : INFO : Epoch 1668 | loss: 0.0311935 | val_loss: 0.0311891 | Time: 1588.89 ms [2021-10-04 17:19:03 main:581] : INFO : Epoch 1669 | loss: 0.0311887 | val_loss: 0.0311873 | Time: 1484.24 ms [2021-10-04 17:19:04 main:581] : INFO : Epoch 1670 | loss: 0.0311882 | val_loss: 0.0311881 | Time: 1454.45 ms [2021-10-04 17:19:06 main:581] : INFO : Epoch 1671 | loss: 0.0311892 | val_loss: 0.0311887 | Time: 1457.43 ms [2021-10-04 17:19:07 main:581] : INFO : Epoch 1672 | loss: 0.0311912 | val_loss: 0.0312014 | Time: 1458.11 ms [2021-10-04 17:19:09 main:581] : INFO : Epoch 1673 | loss: 0.0311915 | val_loss: 0.0311907 | Time: 1461.32 ms [2021-10-04 17:19:10 main:581] : INFO : Epoch 1674 | loss: 0.0311892 | val_loss: 0.0311908 | Time: 1460.81 ms [2021-10-04 17:19:12 main:581] : INFO : Epoch 1675 | loss: 0.0311938 | val_loss: 0.0311926 | Time: 1515.1 ms [2021-10-04 17:19:13 main:581] : INFO : Epoch 1676 | loss: 0.0311913 | val_loss: 0.0311869 | Time: 1603.89 ms [2021-10-04 17:19:15 main:581] : INFO : Epoch 1677 | loss: 0.0311881 | val_loss: 0.0311852 | Time: 1564.77 ms [2021-10-04 17:19:16 main:581] : INFO : Epoch 1678 | loss: 0.0311885 | val_loss: 0.0311848 | Time: 1461.52 ms [2021-10-04 17:19:18 main:581] : INFO : Epoch 1679 | loss: 0.0311878 | val_loss: 0.0311878 | Time: 1464.87 ms [2021-10-04 17:19:19 main:581] : INFO : Epoch 1680 | loss: 0.0311907 | val_loss: 0.0311853 | Time: 1461.92 ms [2021-10-04 17:19:21 main:581] : INFO : Epoch 1681 | loss: 0.0311891 | val_loss: 0.031191 | Time: 1467.61 ms [2021-10-04 17:19:22 main:581] : INFO : Epoch 1682 | loss: 0.0311906 | val_loss: 0.0311857 | Time: 1465.37 ms [2021-10-04 17:19:23 main:581] : INFO : Epoch 1683 | loss: 0.0311939 | val_loss: 0.0311853 | Time: 1486.67 ms [2021-10-04 17:19:25 main:581] : INFO : Epoch 1684 | loss: 0.031192 | val_loss: 0.0311873 | Time: 1458.2 ms [2021-10-04 17:19:26 main:581] : INFO : Epoch 1685 | loss: 0.0311897 | val_loss: 0.0311862 | Time: 1463.51 ms [2021-10-04 17:19:28 main:581] : INFO : Epoch 1686 | loss: 0.0311874 | val_loss: 0.0311857 | Time: 1461.59 ms [2021-10-04 17:19:29 main:581] : INFO : Epoch 1687 | loss: 0.0311878 | val_loss: 0.031187 | Time: 1572.38 ms [2021-10-04 17:19:31 main:581] : INFO : Epoch 1688 | loss: 0.0311861 | val_loss: 0.0311841 | Time: 1588.82 ms [2021-10-04 17:19:33 main:581] : INFO : Epoch 1689 | loss: 0.0311847 | val_loss: 0.0311837 | Time: 1482.29 ms [2021-10-04 17:19:34 main:581] : INFO : Epoch 1690 | loss: 0.0311855 | val_loss: 0.0311855 | Time: 1456.99 ms [2021-10-04 17:19:35 main:581] : INFO : Epoch 1691 | loss: 0.0311868 | val_loss: 0.0311852 | Time: 1455.96 ms [2021-10-04 17:19:37 main:581] : INFO : Epoch 1692 | loss: 0.0311871 | val_loss: 0.0311873 | Time: 1459 ms [2021-10-04 17:19:38 main:581] : INFO : Epoch 1693 | loss: 0.0311859 | val_loss: 0.0311824 | Time: 1457.05 ms [2021-10-04 17:19:40 main:581] : INFO : Epoch 1694 | loss: 0.0311843 | val_loss: 0.0311814 | Time: 1453.25 ms [2021-10-04 17:19:41 main:581] : INFO : Epoch 1695 | loss: 0.0311841 | val_loss: 0.0311836 | Time: 1471.01 ms [2021-10-04 17:19:43 main:581] : INFO : Epoch 1696 | loss: 0.0311859 | val_loss: 0.0311838 | Time: 1503.51 ms [2021-10-04 17:19:44 main:581] : INFO : Epoch 1697 | loss: 0.0311878 | val_loss: 0.0311842 | Time: 1467.02 ms [2021-10-04 17:19:46 main:581] : INFO : Epoch 1698 | loss: 0.0311857 | val_loss: 0.0311828 | Time: 1467.34 ms [2021-10-04 17:19:47 main:581] : INFO : Epoch 1699 | loss: 0.0311884 | val_loss: 0.0311958 | Time: 1469.76 ms [2021-10-04 17:19:49 main:581] : INFO : Epoch 1700 | loss: 0.0311896 | val_loss: 0.0311834 | Time: 1492.25 ms [2021-10-04 17:19:50 main:581] : INFO : Epoch 1701 | loss: 0.0311844 | val_loss: 0.0311829 | Time: 1520.67 ms [2021-10-04 17:19:52 main:581] : INFO : Epoch 1702 | loss: 0.0311855 | val_loss: 0.0311819 | Time: 1587.69 ms [2021-10-04 17:19:53 main:581] : INFO : Epoch 1703 | loss: 0.0311854 | val_loss: 0.0311821 | Time: 1501.32 ms [2021-10-04 17:19:55 main:581] : INFO : Epoch 1704 | loss: 0.0311862 | val_loss: 0.0311846 | Time: 1451.41 ms [2021-10-04 17:19:56 main:581] : INFO : Epoch 1705 | loss: 0.0311872 | val_loss: 0.0311822 | Time: 1458.29 ms [2021-10-04 17:19:58 main:581] : INFO : Epoch 1706 | loss: 0.0311883 | val_loss: 0.0311839 | Time: 1463.53 ms [2021-10-04 17:19:59 main:581] : INFO : Epoch 1707 | loss: 0.0311877 | val_loss: 0.0311956 | Time: 1464.89 ms [2021-10-04 17:20:01 main:581] : INFO : Epoch 1708 | loss: 0.0311906 | val_loss: 0.0311812 | Time: 1461.41 ms [2021-10-04 17:20:02 main:581] : INFO : Epoch 1709 | loss: 0.03119 | val_loss: 0.0311836 | Time: 1461.56 ms [2021-10-04 17:20:04 main:581] : INFO : Epoch 1710 | loss: 0.0311868 | val_loss: 0.0311855 | Time: 1481.65 ms [2021-10-04 17:20:05 main:581] : INFO : Epoch 1711 | loss: 0.0311856 | val_loss: 0.0311803 | Time: 1483.09 ms [2021-10-04 17:20:07 main:581] : INFO : Epoch 1712 | loss: 0.0311875 | val_loss: 0.0311865 | Time: 1592.4 ms [2021-10-04 17:20:08 main:581] : INFO : Epoch 1713 | loss: 0.0311874 | val_loss: 0.0311809 | Time: 1561.03 ms [2021-10-04 17:20:10 main:581] : INFO : Epoch 1714 | loss: 0.0311843 | val_loss: 0.0311797 | Time: 1457.88 ms [2021-10-04 17:20:11 main:581] : INFO : Epoch 1715 | loss: 0.0311859 | val_loss: 0.0311868 | Time: 1467.69 ms [2021-10-04 17:20:13 main:581] : INFO : Epoch 1716 | loss: 0.0311867 | val_loss: 0.031183 | Time: 1464.82 ms [2021-10-04 17:20:14 main:581] : INFO : Epoch 1717 | loss: 0.0311843 | val_loss: 0.0311799 | Time: 1458.98 ms [2021-10-04 17:20:15 main:581] : INFO : Epoch 1718 | loss: 0.0311842 | val_loss: 0.0311793 | Time: 1465 ms [2021-10-04 17:20:17 main:581] : INFO : Epoch 1719 | loss: 0.0311853 | val_loss: 0.0311801 | Time: 1465.96 ms [2021-10-04 17:20:18 main:581] : INFO : Epoch 1720 | loss: 0.0311864 | val_loss: 0.0311803 | Time: 1469.94 ms [2021-10-04 17:20:20 main:581] : INFO : Epoch 1721 | loss: 0.0311878 | val_loss: 0.0311811 | Time: 1466.7 ms [2021-10-04 17:20:21 main:581] : INFO : Epoch 1722 | loss: 0.0311832 | val_loss: 0.03118 | Time: 1467.44 ms [2021-10-04 17:20:23 main:581] : INFO : Epoch 1723 | loss: 0.0311862 | val_loss: 0.0311835 | Time: 1465.93 ms [2021-10-04 17:20:24 main:581] : INFO : Epoch 1724 | loss: 0.0311901 | val_loss: 0.031185 | Time: 1467.12 ms [2021-10-04 17:20:26 main:581] : INFO : Epoch 1725 | loss: 0.0311878 | val_loss: 0.031181 | Time: 1466.17 ms [2021-10-04 17:20:27 main:581] : INFO : Epoch 1726 | loss: 0.0311853 | val_loss: 0.0311852 | Time: 1467.49 ms [2021-10-04 17:20:29 main:581] : INFO : Epoch 1727 | loss: 0.0311861 | val_loss: 0.0311824 | Time: 1466.42 ms [2021-10-04 17:20:30 main:581] : INFO : Epoch 1728 | loss: 0.031185 | val_loss: 0.0311804 | Time: 1496.98 ms [2021-10-04 17:20:32 main:581] : INFO : Epoch 1729 | loss: 0.0311852 | val_loss: 0.0311838 | Time: 1588.82 ms [2021-10-04 17:20:33 main:581] : INFO : Epoch 1730 | loss: 0.031186 | val_loss: 0.0311838 | Time: 1568.81 ms [2021-10-04 17:20:35 main:581] : INFO : Epoch 1731 | loss: 0.0311878 | val_loss: 0.0311844 | Time: 1449.22 ms [2021-10-04 17:20:36 main:581] : INFO : Epoch 1732 | loss: 0.0311852 | val_loss: 0.0311807 | Time: 1457.32 ms [2021-10-04 17:20:38 main:581] : INFO : Epoch 1733 | loss: 0.0311855 | val_loss: 0.0311876 | Time: 1459 ms [2021-10-04 17:20:39 main:581] : INFO : Epoch 1734 | loss: 0.0311872 | val_loss: 0.031185 | Time: 1460.12 ms [2021-10-04 17:20:41 main:581] : INFO : Epoch 1735 | loss: 0.0311843 | val_loss: 0.0311801 | Time: 1462.84 ms [2021-10-04 17:20:42 main:581] : INFO : Epoch 1736 | loss: 0.0311824 | val_loss: 0.0311783 | Time: 1489.09 ms [2021-10-04 17:20:44 main:581] : INFO : Epoch 1737 | loss: 0.0311852 | val_loss: 0.0311822 | Time: 1461.4 ms [2021-10-04 17:20:45 main:581] : INFO : Epoch 1738 | loss: 0.0311848 | val_loss: 0.0311825 | Time: 1464.49 ms [2021-10-04 17:20:47 main:581] : INFO : Epoch 1739 | loss: 0.0311847 | val_loss: 0.0311845 | Time: 1465.22 ms [2021-10-04 17:20:48 main:581] : INFO : Epoch 1740 | loss: 0.0311861 | val_loss: 0.031186 | Time: 1492.71 ms [2021-10-04 17:20:49 main:581] : INFO : Epoch 1741 | loss: 0.0311875 | val_loss: 0.0311814 | Time: 1454.32 ms [2021-10-04 17:20:51 main:581] : INFO : Epoch 1742 | loss: 0.0311838 | val_loss: 0.031181 | Time: 1456.98 ms [2021-10-04 17:20:52 main:581] : INFO : Epoch 1743 | loss: 0.0311834 | val_loss: 0.031179 | Time: 1457.33 ms [2021-10-04 17:20:54 main:581] : INFO : Epoch 1744 | loss: 0.0311879 | val_loss: 0.0311884 | Time: 1549.12 ms [2021-10-04 17:20:56 main:581] : INFO : Epoch 1745 | loss: 0.0311845 | val_loss: 0.0311793 | Time: 1586.51 ms [2021-10-04 17:20:57 main:581] : INFO : Epoch 1746 | loss: 0.0311875 | val_loss: 0.0311824 | Time: 1529.69 ms [2021-10-04 17:20:59 main:581] : INFO : Epoch 1747 | loss: 0.0311854 | val_loss: 0.0311805 | Time: 1460.46 ms [2021-10-04 17:21:00 main:581] : INFO : Epoch 1748 | loss: 0.0311836 | val_loss: 0.0311787 | Time: 1466.41 ms [2021-10-04 17:21:01 main:581] : INFO : Epoch 1749 | loss: 0.0311852 | val_loss: 0.0311855 | Time: 1464.7 ms [2021-10-04 17:21:03 main:581] : INFO : Epoch 1750 | loss: 0.0311894 | val_loss: 0.0311801 | Time: 1464.86 ms [2021-10-04 17:21:04 main:581] : INFO : Epoch 1751 | loss: 0.031186 | val_loss: 0.0311948 | Time: 1461.68 ms [2021-10-04 17:21:06 main:581] : INFO : Epoch 1752 | loss: 0.0311874 | val_loss: 0.0311799 | Time: 1462.79 ms [2021-10-04 17:21:07 main:581] : INFO : Epoch 1753 | loss: 0.0311832 | val_loss: 0.0311821 | Time: 1465.82 ms [2021-10-04 17:21:09 main:581] : INFO : Epoch 1754 | loss: 0.0311833 | val_loss: 0.0311797 | Time: 1465.73 ms [2021-10-04 17:21:10 main:581] : INFO : Epoch 1755 | loss: 0.0311855 | val_loss: 0.0311825 | Time: 1465.03 ms [2021-10-04 17:21:12 main:581] : INFO : Epoch 1756 | loss: 0.0311845 | val_loss: 0.0311851 | Time: 1469.46 ms [2021-10-04 17:21:13 main:581] : INFO : Epoch 1757 | loss: 0.0311847 | val_loss: 0.0311808 | Time: 1491.25 ms [2021-10-04 17:21:15 main:581] : INFO : Epoch 1758 | loss: 0.0311858 | val_loss: 0.0311817 | Time: 1488.86 ms [2021-10-04 17:21:16 main:581] : INFO : Epoch 1759 | loss: 0.0311844 | val_loss: 0.0311908 | Time: 1465.86 ms [2021-10-04 17:21:18 main:581] : INFO : Epoch 1760 | loss: 0.0311868 | val_loss: 0.0311893 | Time: 1552.05 ms [2021-10-04 17:21:19 main:581] : INFO : Epoch 1761 | loss: 0.0311884 | val_loss: 0.0311846 | Time: 1592.16 ms [2021-10-04 17:21:21 main:581] : INFO : Epoch 1762 | loss: 0.0311873 | val_loss: 0.0311842 | Time: 1534.61 ms [2021-10-04 17:21:22 main:581] : INFO : Epoch 1763 | loss: 0.0311892 | val_loss: 0.031186 | Time: 1456.13 ms [2021-10-04 17:21:24 main:581] : INFO : Epoch 1764 | loss: 0.0311884 | val_loss: 0.0311815 | Time: 1480.37 ms [2021-10-04 17:21:25 main:581] : INFO : Epoch 1765 | loss: 0.0311869 | val_loss: 0.0311831 | Time: 1463.35 ms [2021-10-04 17:21:27 main:581] : INFO : Epoch 1766 | loss: 0.0311838 | val_loss: 0.0311818 | Time: 1459.62 ms [2021-10-04 17:21:28 main:581] : INFO : Epoch 1767 | loss: 0.0311873 | val_loss: 0.0311879 | Time: 1461.45 ms [2021-10-04 17:21:30 main:581] : INFO : Epoch 1768 | loss: 0.0311889 | val_loss: 0.0311835 | Time: 1469.66 ms [2021-10-04 17:21:31 main:581] : INFO : Epoch 1769 | loss: 0.0311893 | val_loss: 0.0311806 | Time: 1461.25 ms [2021-10-04 17:21:33 main:581] : INFO : Epoch 1770 | loss: 0.0311849 | val_loss: 0.0311804 | Time: 1466.84 ms [2021-10-04 17:21:34 main:581] : INFO : Epoch 1771 | loss: 0.0311847 | val_loss: 0.0311838 | Time: 1461.83 ms [2021-10-04 17:21:35 main:581] : INFO : Epoch 1772 | loss: 0.0311864 | val_loss: 0.0311829 | Time: 1470.12 ms [2021-10-04 17:21:37 main:581] : INFO : Epoch 1773 | loss: 0.0311892 | val_loss: 0.0311814 | Time: 1468.85 ms [2021-10-04 17:21:38 main:581] : INFO : Epoch 1774 | loss: 0.0311911 | val_loss: 0.0311919 | Time: 1466.68 ms [2021-10-04 17:21:40 main:581] : INFO : Epoch 1775 | loss: 0.0311939 | val_loss: 0.031181 | Time: 1470.45 ms [2021-10-04 17:21:41 main:581] : INFO : Epoch 1776 | loss: 0.0311852 | val_loss: 0.031184 | Time: 1469.52 ms [2021-10-04 17:21:43 main:581] : INFO : Epoch 1777 | loss: 0.0311871 | val_loss: 0.0311827 | Time: 1471.26 ms [2021-10-04 17:21:44 main:581] : INFO : Epoch 1778 | loss: 0.0311851 | val_loss: 0.0311815 | Time: 1467.33 ms [2021-10-04 17:21:46 main:581] : INFO : Epoch 1779 | loss: 0.0311844 | val_loss: 0.03118 | Time: 1582.6 ms [2021-10-04 17:21:47 main:581] : INFO : Epoch 1780 | loss: 0.0311889 | val_loss: 0.0311913 | Time: 1587.86 ms [2021-10-04 17:21:49 main:581] : INFO : Epoch 1781 | loss: 0.0311845 | val_loss: 0.0311825 | Time: 1500.92 ms [2021-10-04 17:21:50 main:581] : INFO : Epoch 1782 | loss: 0.0311869 | val_loss: 0.0311925 | Time: 1456.26 ms [2021-10-04 17:21:52 main:581] : INFO : Epoch 1783 | loss: 0.0311868 | val_loss: 0.0311803 | Time: 1455.27 ms [2021-10-04 17:21:53 main:581] : INFO : Epoch 1784 | loss: 0.0311853 | val_loss: 0.031181 | Time: 1459.8 ms [2021-10-04 17:21:55 main:581] : INFO : Epoch 1785 | loss: 0.0311847 | val_loss: 0.03118 | Time: 1454.28 ms [2021-10-04 17:21:56 main:581] : INFO : Epoch 1786 | loss: 0.0311837 | val_loss: 0.0311827 | Time: 1457.59 ms [2021-10-04 17:21:58 main:581] : INFO : Epoch 1787 | loss: 0.0311857 | val_loss: 0.0311794 | Time: 1459.6 ms [2021-10-04 17:21:59 main:581] : INFO : Epoch 1788 | loss: 0.0311838 | val_loss: 0.0311792 | Time: 1455.54 ms [2021-10-04 17:22:01 main:581] : INFO : Epoch 1789 | loss: 0.0311825 | val_loss: 0.0311809 | Time: 1456.62 ms [2021-10-04 17:22:02 main:581] : INFO : Epoch 1790 | loss: 0.0311849 | val_loss: 0.0311803 | Time: 1457.85 ms [2021-10-04 17:22:04 main:581] : INFO : Epoch 1791 | loss: 0.0311879 | val_loss: 0.0311895 | Time: 1458.94 ms [2021-10-04 17:22:05 main:581] : INFO : Epoch 1792 | loss: 0.0311844 | val_loss: 0.0311832 | Time: 1459.52 ms [2021-10-04 17:22:06 main:581] : INFO : Epoch 1793 | loss: 0.0311868 | val_loss: 0.0311903 | Time: 1459.24 ms [2021-10-04 17:22:08 main:581] : INFO : Epoch 1794 | loss: 0.0311904 | val_loss: 0.0311867 | Time: 1461.48 ms [2021-10-04 17:22:09 main:581] : INFO : Epoch 1795 | loss: 0.0311913 | val_loss: 0.0311904 | Time: 1464.59 ms [2021-10-04 17:22:11 main:581] : INFO : Epoch 1796 | loss: 0.0311863 | val_loss: 0.0311846 | Time: 1593.08 ms [2021-10-04 17:22:13 main:581] : INFO : Epoch 1797 | loss: 0.0311868 | val_loss: 0.0311803 | Time: 1589.99 ms [2021-10-04 17:22:14 main:581] : INFO : Epoch 1798 | loss: 0.0311851 | val_loss: 0.031182 | Time: 1449.21 ms [2021-10-04 17:22:15 main:581] : INFO : Epoch 1799 | loss: 0.0311855 | val_loss: 0.0311837 | Time: 1459.22 ms [2021-10-04 17:22:17 main:581] : INFO : Epoch 1800 | loss: 0.0311857 | val_loss: 0.0311825 | Time: 1459.49 ms [2021-10-04 17:22:18 main:581] : INFO : Epoch 1801 | loss: 0.031185 | val_loss: 0.031182 | Time: 1465.35 ms [2021-10-04 17:22:20 main:581] : INFO : Epoch 1802 | loss: 0.0311886 | val_loss: 0.0311843 | Time: 1463.02 ms [2021-10-04 17:22:21 main:581] : INFO : Epoch 1803 | loss: 0.0311841 | val_loss: 0.0311821 | Time: 1460.39 ms [2021-10-04 17:22:23 main:581] : INFO : Epoch 1804 | loss: 0.0311855 | val_loss: 0.0311914 | Time: 1457.43 ms [2021-10-04 17:22:24 main:581] : INFO : Epoch 1805 | loss: 0.0311863 | val_loss: 0.0311857 | Time: 1453.72 ms [2021-10-04 17:22:26 main:581] : INFO : Epoch 1806 | loss: 0.0311847 | val_loss: 0.0311828 | Time: 1463.24 ms [2021-10-04 17:22:27 main:581] : INFO : Epoch 1807 | loss: 0.0311857 | val_loss: 0.0311787 | Time: 1470.03 ms [2021-10-04 17:22:29 main:581] : INFO : Epoch 1808 | loss: 0.0311848 | val_loss: 0.0311791 | Time: 1551.97 ms [2021-10-04 17:22:30 main:581] : INFO : Epoch 1809 | loss: 0.0311836 | val_loss: 0.0311783 | Time: 1598.59 ms [2021-10-04 17:22:32 main:581] : INFO : Epoch 1810 | loss: 0.0311856 | val_loss: 0.0311796 | Time: 1551.7 ms [2021-10-04 17:22:33 main:581] : INFO : Epoch 1811 | loss: 0.0311845 | val_loss: 0.0311783 | Time: 1452.66 ms [2021-10-04 17:22:35 main:581] : INFO : Epoch 1812 | loss: 0.0311822 | val_loss: 0.0311816 | Time: 1460.26 ms [2021-10-04 17:22:36 main:581] : INFO : Epoch 1813 | loss: 0.0311837 | val_loss: 0.0311793 | Time: 1467.71 ms [2021-10-04 17:22:38 main:581] : INFO : Epoch 1814 | loss: 0.0311822 | val_loss: 0.0311786 | Time: 1463.46 ms [2021-10-04 17:22:39 main:581] : INFO : Epoch 1815 | loss: 0.0311839 | val_loss: 0.0311875 | Time: 1465.85 ms [2021-10-04 17:22:41 main:581] : INFO : Epoch 1816 | loss: 0.0311837 | val_loss: 0.0311786 | Time: 1462.26 ms [2021-10-04 17:22:42 main:581] : INFO : Epoch 1817 | loss: 0.0311818 | val_loss: 0.0311787 | Time: 1462.93 ms [2021-10-04 17:22:44 main:581] : INFO : Epoch 1818 | loss: 0.0311825 | val_loss: 0.0311831 | Time: 1464.11 ms [2021-10-04 17:22:45 main:581] : INFO : Epoch 1819 | loss: 0.0311828 | val_loss: 0.0311808 | Time: 1462.57 ms [2021-10-04 17:22:47 main:581] : INFO : Epoch 1820 | loss: 0.0311843 | val_loss: 0.0311787 | Time: 1460.67 ms [2021-10-04 17:22:48 main:581] : INFO : Epoch 1821 | loss: 0.031183 | val_loss: 0.0311796 | Time: 1463.36 ms [2021-10-04 17:22:50 main:581] : INFO : Epoch 1822 | loss: 0.0311846 | val_loss: 0.0311852 | Time: 1549.52 ms [2021-10-04 17:22:51 main:581] : INFO : Epoch 1823 | loss: 0.0311836 | val_loss: 0.0311794 | Time: 1589.16 ms [2021-10-04 17:22:53 main:581] : INFO : Epoch 1824 | loss: 0.0311828 | val_loss: 0.0311851 | Time: 1515.83 ms [2021-10-04 17:22:54 main:581] : INFO : Epoch 1825 | loss: 0.0311829 | val_loss: 0.0311792 | Time: 1454.49 ms [2021-10-04 17:22:56 main:581] : INFO : Epoch 1826 | loss: 0.0311867 | val_loss: 0.0311783 | Time: 1459.93 ms [2021-10-04 17:22:57 main:581] : INFO : Epoch 1827 | loss: 0.0311812 | val_loss: 0.031178 | Time: 1461.97 ms [2021-10-04 17:22:58 main:581] : INFO : Epoch 1828 | loss: 0.0311824 | val_loss: 0.0311796 | Time: 1477.91 ms [2021-10-04 17:23:00 main:581] : INFO : Epoch 1829 | loss: 0.0311801 | val_loss: 0.0311781 | Time: 1463.71 ms [2021-10-04 17:23:01 main:581] : INFO : Epoch 1830 | loss: 0.0311801 | val_loss: 0.0311808 | Time: 1468.47 ms [2021-10-04 17:23:03 main:581] : INFO : Epoch 1831 | loss: 0.0311802 | val_loss: 0.0311794 | Time: 1468.71 ms [2021-10-04 17:23:04 main:581] : INFO : Epoch 1832 | loss: 0.0311819 | val_loss: 0.0311795 | Time: 1466.88 ms [2021-10-04 17:23:06 main:581] : INFO : Epoch 1833 | loss: 0.031181 | val_loss: 0.0311779 | Time: 1467.29 ms [2021-10-04 17:23:07 main:581] : INFO : Epoch 1834 | loss: 0.0311807 | val_loss: 0.0311785 | Time: 1460.93 ms [2021-10-04 17:23:09 main:581] : INFO : Epoch 1835 | loss: 0.0311821 | val_loss: 0.0311872 | Time: 1476.78 ms [2021-10-04 17:23:10 main:581] : INFO : Epoch 1836 | loss: 0.0311819 | val_loss: 0.031178 | Time: 1529.46 ms [2021-10-04 17:23:12 main:581] : INFO : Epoch 1837 | loss: 0.0311813 | val_loss: 0.0311775 | Time: 1586.6 ms [2021-10-04 17:23:13 main:581] : INFO : Epoch 1838 | loss: 0.0311819 | val_loss: 0.0311784 | Time: 1550.75 ms [2021-10-04 17:23:15 main:581] : INFO : Epoch 1839 | loss: 0.0311809 | val_loss: 0.031177 | Time: 1446.57 ms [2021-10-04 17:23:16 main:581] : INFO : Epoch 1840 | loss: 0.031183 | val_loss: 0.0311795 | Time: 1459.08 ms [2021-10-04 17:23:18 main:581] : INFO : Epoch 1841 | loss: 0.0311879 | val_loss: 0.031181 | Time: 1461.81 ms [2021-10-04 17:23:19 main:581] : INFO : Epoch 1842 | loss: 0.0311887 | val_loss: 0.0311845 | Time: 1459.23 ms [2021-10-04 17:23:21 main:581] : INFO : Epoch 1843 | loss: 0.0311925 | val_loss: 0.0311904 | Time: 1461.28 ms [2021-10-04 17:23:22 main:581] : INFO : Epoch 1844 | loss: 0.0311854 | val_loss: 0.0311848 | Time: 1466.34 ms [2021-10-04 17:23:24 main:581] : INFO : Epoch 1845 | loss: 0.0311826 | val_loss: 0.0311781 | Time: 1466.48 ms [2021-10-04 17:23:25 main:581] : INFO : Epoch 1846 | loss: 0.0311817 | val_loss: 0.0311806 | Time: 1469.68 ms [2021-10-04 17:23:27 main:581] : INFO : Epoch 1847 | loss: 0.0311817 | val_loss: 0.0311798 | Time: 1468.86 ms [2021-10-04 17:23:28 main:581] : INFO : Epoch 1848 | loss: 0.0311846 | val_loss: 0.0311796 | Time: 1470.19 ms [2021-10-04 17:23:30 main:581] : INFO : Epoch 1849 | loss: 0.0311822 | val_loss: 0.0311772 | Time: 1469.73 ms [2021-10-04 17:23:31 main:581] : INFO : Epoch 1850 | loss: 0.031179 | val_loss: 0.031178 | Time: 1463.16 ms [2021-10-04 17:23:32 main:581] : INFO : Epoch 1851 | loss: 0.0311805 | val_loss: 0.0311775 | Time: 1494.68 ms [2021-10-04 17:23:34 main:581] : INFO : Epoch 1852 | loss: 0.0311793 | val_loss: 0.031178 | Time: 1479.31 ms [2021-10-04 17:23:35 main:581] : INFO : Epoch 1853 | loss: 0.0311805 | val_loss: 0.0311816 | Time: 1478.93 ms [2021-10-04 17:23:37 main:581] : INFO : Epoch 1854 | loss: 0.0311821 | val_loss: 0.0311797 | Time: 1503.67 ms [2021-10-04 17:23:39 main:581] : INFO : Epoch 1855 | loss: 0.0311792 | val_loss: 0.0311782 | Time: 1602.58 ms [2021-10-04 17:23:40 main:581] : INFO : Epoch 1856 | loss: 0.0311788 | val_loss: 0.0311793 | Time: 1606.81 ms [2021-10-04 17:23:42 main:581] : INFO : Epoch 1857 | loss: 0.031179 | val_loss: 0.031177 | Time: 1480.55 ms [2021-10-04 17:23:43 main:581] : INFO : Epoch 1858 | loss: 0.031179 | val_loss: 0.0311788 | Time: 1476.38 ms [2021-10-04 17:23:45 main:581] : INFO : Epoch 1859 | loss: 0.0311819 | val_loss: 0.031179 | Time: 1480.57 ms [2021-10-04 17:23:46 main:581] : INFO : Epoch 1860 | loss: 0.0311827 | val_loss: 0.0311793 | Time: 1481.5 ms [2021-10-04 17:23:48 main:581] : INFO : Epoch 1861 | loss: 0.0311815 | val_loss: 0.0311799 | Time: 1480.33 ms [2021-10-04 17:23:49 main:581] : INFO : Epoch 1862 | loss: 0.031183 | val_loss: 0.0311778 | Time: 1475.25 ms [2021-10-04 17:23:51 main:581] : INFO : Epoch 1863 | loss: 0.0311826 | val_loss: 0.0311793 | Time: 1483.78 ms [2021-10-04 17:23:52 main:581] : INFO : Epoch 1864 | loss: 0.0311834 | val_loss: 0.0311795 | Time: 1480.48 ms [2021-10-04 17:23:53 main:581] : INFO : Epoch 1865 | loss: 0.0311815 | val_loss: 0.0311787 | Time: 1483.56 ms [2021-10-04 17:23:55 main:581] : INFO : Epoch 1866 | loss: 0.0311791 | val_loss: 0.0311797 | Time: 1573.88 ms [2021-10-04 17:23:57 main:581] : INFO : Epoch 1867 | loss: 0.0311793 | val_loss: 0.0311777 | Time: 1608.88 ms [2021-10-04 17:23:58 main:581] : INFO : Epoch 1868 | loss: 0.0311797 | val_loss: 0.0311823 | Time: 1485.8 ms [2021-10-04 17:24:00 main:581] : INFO : Epoch 1869 | loss: 0.0311815 | val_loss: 0.031178 | Time: 1477.02 ms [2021-10-04 17:24:01 main:581] : INFO : Epoch 1870 | loss: 0.0311799 | val_loss: 0.0311827 | Time: 1476.87 ms [2021-10-04 17:24:03 main:581] : INFO : Epoch 1871 | loss: 0.0311795 | val_loss: 0.0311777 | Time: 1479.58 ms [2021-10-04 17:24:04 main:581] : INFO : Epoch 1872 | loss: 0.0311809 | val_loss: 0.0311805 | Time: 1481.06 ms [2021-10-04 17:24:06 main:581] : INFO : Epoch 1873 | loss: 0.0311795 | val_loss: 0.0311771 | Time: 1481.26 ms [2021-10-04 17:24:07 main:581] : INFO : Epoch 1874 | loss: 0.03118 | val_loss: 0.0311774 | Time: 1477.83 ms [2021-10-04 17:24:09 main:581] : INFO : Epoch 1875 | loss: 0.0311791 | val_loss: 0.0311769 | Time: 1481.33 ms [2021-10-04 17:24:10 main:581] : INFO : Epoch 1876 | loss: 0.0311827 | val_loss: 0.0311813 | Time: 1480.54 ms [2021-10-04 17:24:12 main:581] : INFO : Epoch 1877 | loss: 0.0311803 | val_loss: 0.0311878 | Time: 1600.6 ms [2021-10-04 17:24:13 main:581] : INFO : Epoch 1878 | loss: 0.0311835 | val_loss: 0.0311812 | Time: 1607.22 ms [2021-10-04 17:24:15 main:581] : INFO : Epoch 1879 | loss: 0.0311906 | val_loss: 0.0311895 | Time: 1465.91 ms [2021-10-04 17:24:16 main:581] : INFO : Epoch 1880 | loss: 0.0311836 | val_loss: 0.031188 | Time: 1474.46 ms [2021-10-04 17:24:18 main:581] : INFO : Epoch 1881 | loss: 0.0311823 | val_loss: 0.0311804 | Time: 1477.64 ms [2021-10-04 17:24:19 main:581] : INFO : Epoch 1882 | loss: 0.0311832 | val_loss: 0.0311803 | Time: 1506.32 ms [2021-10-04 17:24:21 main:581] : INFO : Epoch 1883 | loss: 0.0311832 | val_loss: 0.0311797 | Time: 1458.98 ms [2021-10-04 17:24:22 main:581] : INFO : Epoch 1884 | loss: 0.0311807 | val_loss: 0.0311821 | Time: 1466.11 ms [2021-10-04 17:24:24 main:581] : INFO : Epoch 1885 | loss: 0.0311787 | val_loss: 0.0311785 | Time: 1462.89 ms [2021-10-04 17:24:25 main:581] : INFO : Epoch 1886 | loss: 0.0311803 | val_loss: 0.0311866 | Time: 1463.05 ms [2021-10-04 17:24:26 main:581] : INFO : Epoch 1887 | loss: 0.0311851 | val_loss: 0.0311852 | Time: 1465.06 ms [2021-10-04 17:24:28 main:581] : INFO : Epoch 1888 | loss: 0.0311794 | val_loss: 0.0311801 | Time: 1458.99 ms [2021-10-04 17:24:29 main:581] : INFO : Epoch 1889 | loss: 0.0311791 | val_loss: 0.0311808 | Time: 1578.19 ms [2021-10-04 17:24:31 main:581] : INFO : Epoch 1890 | loss: 0.0311784 | val_loss: 0.0311852 | Time: 1562.13 ms [2021-10-04 17:24:33 main:581] : INFO : Epoch 1891 | loss: 0.0311805 | val_loss: 0.0311792 | Time: 1452.78 ms [2021-10-04 17:24:34 main:581] : INFO : Epoch 1892 | loss: 0.0311801 | val_loss: 0.0311801 | Time: 1460.33 ms [2021-10-04 17:24:35 main:581] : INFO : Epoch 1893 | loss: 0.0311786 | val_loss: 0.031179 | Time: 1464.33 ms [2021-10-04 17:24:37 main:581] : INFO : Epoch 1894 | loss: 0.03118 | val_loss: 0.0311832 | Time: 1460.26 ms [2021-10-04 17:24:38 main:581] : INFO : Epoch 1895 | loss: 0.0311838 | val_loss: 0.0311832 | Time: 1464.49 ms [2021-10-04 17:24:40 main:581] : INFO : Epoch 1896 | loss: 0.0311841 | val_loss: 0.0311852 | Time: 1464.44 ms [2021-10-04 17:24:41 main:581] : INFO : Epoch 1897 | loss: 0.0311842 | val_loss: 0.031182 | Time: 1463.09 ms [2021-10-04 17:24:43 main:581] : INFO : Epoch 1898 | loss: 0.0311828 | val_loss: 0.0311828 | Time: 1462.22 ms [2021-10-04 17:24:44 main:581] : INFO : Epoch 1899 | loss: 0.0311834 | val_loss: 0.0311803 | Time: 1462.94 ms [2021-10-04 17:24:46 main:581] : INFO : Epoch 1900 | loss: 0.0311867 | val_loss: 0.0311848 | Time: 1552.06 ms [2021-10-04 17:24:47 main:581] : INFO : Epoch 1901 | loss: 0.0311844 | val_loss: 0.0311854 | Time: 1588.95 ms [2021-10-04 17:24:49 main:581] : INFO : Epoch 1902 | loss: 0.0311981 | val_loss: 0.0312001 | Time: 1480.52 ms [2021-10-04 17:24:50 main:581] : INFO : Epoch 1903 | loss: 0.0311985 | val_loss: 0.0312007 | Time: 1455.83 ms [2021-10-04 17:24:52 main:581] : INFO : Epoch 1904 | loss: 0.0311963 | val_loss: 0.0311987 | Time: 1459.75 ms [2021-10-04 17:24:53 main:581] : INFO : Epoch 1905 | loss: 0.0311951 | val_loss: 0.031197 | Time: 1465.94 ms [2021-10-04 17:24:55 main:581] : INFO : Epoch 1906 | loss: 0.0311941 | val_loss: 0.0311957 | Time: 1467.75 ms [2021-10-04 17:24:56 main:581] : INFO : Epoch 1907 | loss: 0.031194 | val_loss: 0.031201 | Time: 1471.57 ms [2021-10-04 17:24:58 main:581] : INFO : Epoch 1908 | loss: 0.0311954 | val_loss: 0.0311952 | Time: 1472.55 ms [2021-10-04 17:24:59 main:581] : INFO : Epoch 1909 | loss: 0.0311949 | val_loss: 0.0311954 | Time: 1466.38 ms [2021-10-04 17:25:01 main:581] : INFO : Epoch 1910 | loss: 0.0311977 | val_loss: 0.0312102 | Time: 1464.23 ms [2021-10-04 17:25:02 main:581] : INFO : Epoch 1911 | loss: 0.0311996 | val_loss: 0.0311995 | Time: 1464.88 ms [2021-10-04 17:25:03 main:581] : INFO : Epoch 1912 | loss: 0.0311973 | val_loss: 0.0311945 | Time: 1466.56 ms [2021-10-04 17:25:05 main:581] : INFO : Epoch 1913 | loss: 0.0311965 | val_loss: 0.0312002 | Time: 1470.81 ms [2021-10-04 17:25:06 main:581] : INFO : Epoch 1914 | loss: 0.0311956 | val_loss: 0.0311974 | Time: 1469.19 ms [2021-10-04 17:25:08 main:581] : INFO : Epoch 1915 | loss: 0.0311935 | val_loss: 0.0312015 | Time: 1468.13 ms [2021-10-04 17:25:09 main:581] : INFO : Epoch 1916 | loss: 0.0311917 | val_loss: 0.0311931 | Time: 1465.72 ms [2021-10-04 17:25:11 main:581] : INFO : Epoch 1917 | loss: 0.0311901 | val_loss: 0.0311886 | Time: 1465.37 ms [2021-10-04 17:25:12 main:581] : INFO : Epoch 1918 | loss: 0.0311892 | val_loss: 0.0311918 | Time: 1467.12 ms [2021-10-04 17:25:14 main:581] : INFO : Epoch 1919 | loss: 0.0311896 | val_loss: 0.0311878 | Time: 1578.34 ms [2021-10-04 17:25:15 main:581] : INFO : Epoch 1920 | loss: 0.0311875 | val_loss: 0.0311875 | Time: 1589.84 ms [2021-10-04 17:25:17 main:581] : INFO : Epoch 1921 | loss: 0.0311853 | val_loss: 0.0311862 | Time: 1490.27 ms [2021-10-04 17:25:18 main:581] : INFO : Epoch 1922 | loss: 0.0311866 | val_loss: 0.0311843 | Time: 1457.68 ms [2021-10-04 17:25:20 main:581] : INFO : Epoch 1923 | loss: 0.0311845 | val_loss: 0.0311862 | Time: 1461.17 ms [2021-10-04 17:25:21 main:581] : INFO : Epoch 1924 | loss: 0.031184 | val_loss: 0.0311822 | Time: 1466.76 ms [2021-10-04 17:25:23 main:581] : INFO : Epoch 1925 | loss: 0.0311831 | val_loss: 0.0311848 | Time: 1465.71 ms [2021-10-04 17:25:24 main:581] : INFO : Epoch 1926 | loss: 0.0311823 | val_loss: 0.0311838 | Time: 1469.15 ms [2021-10-04 17:25:26 main:581] : INFO : Epoch 1927 | loss: 0.0311829 | val_loss: 0.0311896 | Time: 1467.59 ms [2021-10-04 17:25:27 main:581] : INFO : Epoch 1928 | loss: 0.0311841 | val_loss: 0.0311878 | Time: 1463.02 ms [2021-10-04 17:25:29 main:581] : INFO : Epoch 1929 | loss: 0.0311841 | val_loss: 0.031178 | Time: 1457.49 ms [2021-10-04 17:25:30 main:581] : INFO : Epoch 1930 | loss: 0.0311832 | val_loss: 0.0311799 | Time: 1461.89 ms [2021-10-04 17:25:32 main:581] : INFO : Epoch 1931 | loss: 0.0311857 | val_loss: 0.0311776 | Time: 1460.66 ms [2021-10-04 17:25:33 main:581] : INFO : Epoch 1932 | loss: 0.0311828 | val_loss: 0.0311806 | Time: 1461.74 ms [2021-10-04 17:25:35 main:581] : INFO : Epoch 1933 | loss: 0.0311814 | val_loss: 0.0311865 | Time: 1467.77 ms [2021-10-04 17:25:36 main:581] : INFO : Epoch 1934 | loss: 0.0311868 | val_loss: 0.0311948 | Time: 1544.3 ms [2021-10-04 17:25:38 main:581] : INFO : Epoch 1935 | loss: 0.0311881 | val_loss: 0.0311818 | Time: 1590.12 ms [2021-10-04 17:25:39 main:581] : INFO : Epoch 1936 | loss: 0.0311908 | val_loss: 0.0311859 | Time: 1507.86 ms [2021-10-04 17:25:41 main:581] : INFO : Epoch 1937 | loss: 0.031187 | val_loss: 0.03119 | Time: 1458.29 ms [2021-10-04 17:25:42 main:581] : INFO : Epoch 1938 | loss: 0.031182 | val_loss: 0.0311798 | Time: 1461.58 ms [2021-10-04 17:25:44 main:581] : INFO : Epoch 1939 | loss: 0.0311815 | val_loss: 0.031181 | Time: 1465.61 ms [2021-10-04 17:25:45 main:581] : INFO : Epoch 1940 | loss: 0.0311811 | val_loss: 0.0311792 | Time: 1461.06 ms [2021-10-04 17:25:46 main:581] : INFO : Epoch 1941 | loss: 0.0311804 | val_loss: 0.0311818 | Time: 1464.94 ms [2021-10-04 17:25:48 main:581] : INFO : Epoch 1942 | loss: 0.0311818 | val_loss: 0.0311868 | Time: 1470.51 ms [2021-10-04 17:25:49 main:581] : INFO : Epoch 1943 | loss: 0.0311846 | val_loss: 0.0311809 | Time: 1466.35 ms [2021-10-04 17:25:51 main:581] : INFO : Epoch 1944 | loss: 0.0311822 | val_loss: 0.0311792 | Time: 1463.75 ms [2021-10-04 17:25:52 main:581] : INFO : Epoch 1945 | loss: 0.03118 | val_loss: 0.0311798 | Time: 1462.98 ms [2021-10-04 17:25:54 main:581] : INFO : Epoch 1946 | loss: 0.0311801 | val_loss: 0.0311807 | Time: 1463.77 ms [2021-10-04 17:25:55 main:581] : INFO : Epoch 1947 | loss: 0.0311802 | val_loss: 0.0311816 | Time: 1462.67 ms [2021-10-04 17:25:57 main:581] : INFO : Epoch 1948 | loss: 0.0311798 | val_loss: 0.0311788 | Time: 1463.78 ms [2021-10-04 17:25:58 main:581] : INFO : Epoch 1949 | loss: 0.0311797 | val_loss: 0.0311791 | Time: 1463 ms [2021-10-04 17:26:00 main:581] : INFO : Epoch 1950 | loss: 0.0311806 | val_loss: 0.0311813 | Time: 1585.52 ms [2021-10-04 17:26:01 main:581] : INFO : Epoch 1951 | loss: 0.0311806 | val_loss: 0.0311785 | Time: 1589.24 ms [2021-10-04 17:26:03 main:581] : INFO : Epoch 1952 | loss: 0.031181 | val_loss: 0.031182 | Time: 1495.08 ms [2021-10-04 17:26:04 main:581] : INFO : Epoch 1953 | loss: 0.0311802 | val_loss: 0.03118 | Time: 1459.15 ms [2021-10-04 17:26:06 main:581] : INFO : Epoch 1954 | loss: 0.031181 | val_loss: 0.031182 | Time: 1465.81 ms [2021-10-04 17:26:07 main:581] : INFO : Epoch 1955 | loss: 0.0311819 | val_loss: 0.0311813 | Time: 1466.73 ms [2021-10-04 17:26:09 main:581] : INFO : Epoch 1956 | loss: 0.0311827 | val_loss: 0.0311796 | Time: 1467.7 ms [2021-10-04 17:26:10 main:581] : INFO : Epoch 1957 | loss: 0.0311808 | val_loss: 0.0311793 | Time: 1471.33 ms [2021-10-04 17:26:12 main:581] : INFO : Epoch 1958 | loss: 0.03118 | val_loss: 0.0311791 | Time: 1472.37 ms [2021-10-04 17:26:13 main:581] : INFO : Epoch 1959 | loss: 0.0311818 | val_loss: 0.0311809 | Time: 1469.92 ms [2021-10-04 17:26:15 main:581] : INFO : Epoch 1960 | loss: 0.0311827 | val_loss: 0.0311812 | Time: 1467.31 ms [2021-10-04 17:26:16 main:581] : INFO : Epoch 1961 | loss: 0.0311834 | val_loss: 0.0311815 | Time: 1464.79 ms [2021-10-04 17:26:18 main:581] : INFO : Epoch 1962 | loss: 0.0311832 | val_loss: 0.0311809 | Time: 1461.65 ms [2021-10-04 17:26:19 main:581] : INFO : Epoch 1963 | loss: 0.0311802 | val_loss: 0.0311795 | Time: 1457.98 ms [2021-10-04 17:26:21 main:581] : INFO : Epoch 1964 | loss: 0.0311813 | val_loss: 0.0311827 | Time: 1565.57 ms [2021-10-04 17:26:22 main:581] : INFO : Epoch 1965 | loss: 0.0311806 | val_loss: 0.0311799 | Time: 1585.49 ms [2021-10-04 17:26:24 main:581] : INFO : Epoch 1966 | loss: 0.031181 | val_loss: 0.0311806 | Time: 1459.55 ms [2021-10-04 17:26:25 main:581] : INFO : Epoch 1967 | loss: 0.0311807 | val_loss: 0.03118 | Time: 1456.6 ms [2021-10-04 17:26:27 main:581] : INFO : Epoch 1968 | loss: 0.0311809 | val_loss: 0.0311802 | Time: 1460.86 ms [2021-10-04 17:26:28 main:581] : INFO : Epoch 1969 | loss: 0.0311822 | val_loss: 0.0311826 | Time: 1463.35 ms [2021-10-04 17:26:29 main:581] : INFO : Epoch 1970 | loss: 0.0311816 | val_loss: 0.0311802 | Time: 1461.13 ms [2021-10-04 17:26:31 main:581] : INFO : Epoch 1971 | loss: 0.0311795 | val_loss: 0.0311792 | Time: 1460.55 ms [2021-10-04 17:26:32 main:581] : INFO : Epoch 1972 | loss: 0.0311796 | val_loss: 0.0311815 | Time: 1461.55 ms [2021-10-04 17:26:34 main:581] : INFO : Epoch 1973 | loss: 0.0311793 | val_loss: 0.0311808 | Time: 1468.34 ms [2021-10-04 17:26:35 main:581] : INFO : Epoch 1974 | loss: 0.0311797 | val_loss: 0.0311807 | Time: 1504.47 ms [2021-10-04 17:26:37 main:581] : INFO : Epoch 1975 | loss: 0.0311788 | val_loss: 0.0311797 | Time: 1596.76 ms [2021-10-04 17:26:39 main:581] : INFO : Epoch 1976 | loss: 0.0311789 | val_loss: 0.0311794 | Time: 1553.64 ms [2021-10-04 17:26:40 main:581] : INFO : Epoch 1977 | loss: 0.0311829 | val_loss: 0.0311791 | Time: 1455.51 ms [2021-10-04 17:26:41 main:581] : INFO : Epoch 1978 | loss: 0.0311837 | val_loss: 0.0311789 | Time: 1460.54 ms [2021-10-04 17:26:43 main:581] : INFO : Epoch 1979 | loss: 0.0311823 | val_loss: 0.0311793 | Time: 1459.51 ms [2021-10-04 17:26:44 main:581] : INFO : Epoch 1980 | loss: 0.0311812 | val_loss: 0.031188 | Time: 1461.4 ms [2021-10-04 17:26:46 main:581] : INFO : Epoch 1981 | loss: 0.0311826 | val_loss: 0.0311856 | Time: 1463.01 ms [2021-10-04 17:26:47 main:581] : INFO : Epoch 1982 | loss: 0.031183 | val_loss: 0.0311845 | Time: 1465.04 ms [2021-10-04 17:26:49 main:581] : INFO : Epoch 1983 | loss: 0.0311839 | val_loss: 0.0311796 | Time: 1469.05 ms [2021-10-04 17:26:50 main:581] : INFO : Epoch 1984 | loss: 0.0311855 | val_loss: 0.0311905 | Time: 1465.79 ms [2021-10-04 17:26:52 main:581] : INFO : Epoch 1985 | loss: 0.0311849 | val_loss: 0.0311813 | Time: 1469.33 ms [2021-10-04 17:26:53 main:581] : INFO : Epoch 1986 | loss: 0.0311836 | val_loss: 0.0311833 | Time: 1467.88 ms [2021-10-04 17:26:55 main:581] : INFO : Epoch 1987 | loss: 0.0311835 | val_loss: 0.0311836 | Time: 1466.05 ms [2021-10-04 17:26:56 main:581] : INFO : Epoch 1988 | loss: 0.0311825 | val_loss: 0.0311775 | Time: 1466.51 ms [2021-10-04 17:26:58 main:581] : INFO : Epoch 1989 | loss: 0.0311792 | val_loss: 0.0311768 | Time: 1538.29 ms [2021-10-04 17:26:59 main:581] : INFO : Epoch 1990 | loss: 0.0311776 | val_loss: 0.0311796 | Time: 1589.49 ms [2021-10-04 17:27:01 main:581] : INFO : Epoch 1991 | loss: 0.03118 | val_loss: 0.031183 | Time: 1531.52 ms [2021-10-04 17:27:02 main:581] : INFO : Epoch 1992 | loss: 0.0311812 | val_loss: 0.0311796 | Time: 1459.61 ms [2021-10-04 17:27:04 main:581] : INFO : Epoch 1993 | loss: 0.0311781 | val_loss: 0.0311766 | Time: 1483.96 ms [2021-10-04 17:27:05 main:581] : INFO : Epoch 1994 | loss: 0.0311768 | val_loss: 0.0311767 | Time: 1461.38 ms [2021-10-04 17:27:07 main:581] : INFO : Epoch 1995 | loss: 0.0311784 | val_loss: 0.031177 | Time: 1465.77 ms [2021-10-04 17:27:08 main:581] : INFO : Epoch 1996 | loss: 0.0311786 | val_loss: 0.0311778 | Time: 1464.63 ms [2021-10-04 17:27:10 main:581] : INFO : Epoch 1997 | loss: 0.0311819 | val_loss: 0.0311799 | Time: 1463.67 ms [2021-10-04 17:27:11 main:581] : INFO : Epoch 1998 | loss: 0.0311823 | val_loss: 0.0311818 | Time: 1466.48 ms [2021-10-04 17:27:12 main:581] : INFO : Epoch 1999 | loss: 0.0311807 | val_loss: 0.0311779 | Time: 1464.92 ms [2021-10-04 17:27:14 main:581] : INFO : Epoch 2000 | loss: 0.0311792 | val_loss: 0.0311787 | Time: 1465.97 ms [2021-10-04 17:27:15 main:581] : INFO : Epoch 2001 | loss: 0.0311823 | val_loss: 0.0311789 | Time: 1527.57 ms [2021-10-04 17:27:17 main:581] : INFO : Epoch 2002 | loss: 0.0311813 | val_loss: 0.0311789 | Time: 1592 ms [2021-10-04 17:27:19 main:581] : INFO : Epoch 2003 | loss: 0.0311828 | val_loss: 0.0311806 | Time: 1499.34 ms [2021-10-04 17:27:20 main:581] : INFO : Epoch 2004 | loss: 0.0311834 | val_loss: 0.0311772 | Time: 1457.13 ms [2021-10-04 17:27:21 main:581] : INFO : Epoch 2005 | loss: 0.0311828 | val_loss: 0.0311778 | Time: 1459.3 ms [2021-10-04 17:27:23 main:581] : INFO : Epoch 2006 | loss: 0.0311814 | val_loss: 0.0311831 | Time: 1467.45 ms [2021-10-04 17:27:24 main:581] : INFO : Epoch 2007 | loss: 0.0311811 | val_loss: 0.031178 | Time: 1465.36 ms [2021-10-04 17:27:26 main:581] : INFO : Epoch 2008 | loss: 0.0311814 | val_loss: 0.0311776 | Time: 1467.96 ms [2021-10-04 17:27:27 main:581] : INFO : Epoch 2009 | loss: 0.0311826 | val_loss: 0.0311846 | Time: 1469.73 ms [2021-10-04 17:27:29 main:581] : INFO : Epoch 2010 | loss: 0.0311835 | val_loss: 0.0311831 | Time: 1465.82 ms [2021-10-04 17:27:30 main:581] : INFO : Epoch 2011 | loss: 0.0311809 | val_loss: 0.0311768 | Time: 1550.73 ms [2021-10-04 17:27:32 main:581] : INFO : Epoch 2012 | loss: 0.0311798 | val_loss: 0.0311783 | Time: 1598.16 ms [2021-10-04 17:27:33 main:581] : INFO : Epoch 2013 | loss: 0.0311812 | val_loss: 0.0311874 | Time: 1503.41 ms [2021-10-04 17:27:35 main:581] : INFO : Epoch 2014 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 1458.94 ms [2021-10-04 17:27:36 main:581] : INFO : Epoch 2015 | loss: 0.0311828 | val_loss: 0.0311829 | Time: 1462.53 ms [2021-10-04 17:27:38 main:581] : INFO : Epoch 2016 | loss: 0.0311824 | val_loss: 0.0311801 | Time: 1466.71 ms [2021-10-04 17:27:39 main:581] : INFO : Epoch 2017 | loss: 0.031186 | val_loss: 0.0311816 | Time: 1464.08 ms [2021-10-04 17:27:41 main:581] : INFO : Epoch 2018 | loss: 0.031183 | val_loss: 0.0311797 | Time: 1463.36 ms [2021-10-04 17:27:42 main:581] : INFO : Epoch 2019 | loss: 0.0311833 | val_loss: 0.0311895 | Time: 1462.16 ms [2021-10-04 17:27:44 main:581] : INFO : Epoch 2020 | loss: 0.0311873 | val_loss: 0.031188 | Time: 1462.35 ms [2021-10-04 17:27:45 main:581] : INFO : Epoch 2021 | loss: 0.0311812 | val_loss: 0.0311777 | Time: 1459.86 ms [2021-10-04 17:27:47 main:581] : INFO : Epoch 2022 | loss: 0.0311799 | val_loss: 0.03118 | Time: 1461.84 ms [2021-10-04 17:27:48 main:581] : INFO : Epoch 2023 | loss: 0.031179 | val_loss: 0.0311787 | Time: 1463.38 ms [2021-10-04 17:27:50 main:581] : INFO : Epoch 2024 | loss: 0.0311802 | val_loss: 0.0311773 | Time: 1460.96 ms [2021-10-04 17:27:51 main:581] : INFO : Epoch 2025 | loss: 0.0311795 | val_loss: 0.0311802 | Time: 1458.58 ms [2021-10-04 17:27:53 main:581] : INFO : Epoch 2026 | loss: 0.0311811 | val_loss: 0.0311795 | Time: 1511.19 ms [2021-10-04 17:27:54 main:581] : INFO : Epoch 2027 | loss: 0.0311801 | val_loss: 0.0311777 | Time: 1593.05 ms [2021-10-04 17:27:56 main:581] : INFO : Epoch 2028 | loss: 0.0311796 | val_loss: 0.0311818 | Time: 1557.03 ms [2021-10-04 17:27:57 main:581] : INFO : Epoch 2029 | loss: 0.0311808 | val_loss: 0.0311777 | Time: 1455.17 ms [2021-10-04 17:27:59 main:581] : INFO : Epoch 2030 | loss: 0.0311779 | val_loss: 0.0311776 | Time: 1461.05 ms [2021-10-04 17:28:00 main:581] : INFO : Epoch 2031 | loss: 0.0311773 | val_loss: 0.0311773 | Time: 1464.22 ms [2021-10-04 17:28:02 main:581] : INFO : Epoch 2032 | loss: 0.0311779 | val_loss: 0.0311771 | Time: 1467.6 ms [2021-10-04 17:28:03 main:581] : INFO : Epoch 2033 | loss: 0.0311806 | val_loss: 0.0311775 | Time: 1465.02 ms [2021-10-04 17:28:04 main:581] : INFO : Epoch 2034 | loss: 0.0311772 | val_loss: 0.0311842 | Time: 1465.62 ms [2021-10-04 17:28:06 main:581] : INFO : Epoch 2035 | loss: 0.0311784 | val_loss: 0.0311765 | Time: 1457.48 ms [2021-10-04 17:28:07 main:581] : INFO : Epoch 2036 | loss: 0.0311768 | val_loss: 0.0311761 | Time: 1458.96 ms [2021-10-04 17:28:09 main:581] : INFO : Epoch 2037 | loss: 0.0311798 | val_loss: 0.0311772 | Time: 1569.84 ms [2021-10-04 17:28:11 main:581] : INFO : Epoch 2038 | loss: 0.0311793 | val_loss: 0.0311759 | Time: 1592.48 ms [2021-10-04 17:28:12 main:581] : INFO : Epoch 2039 | loss: 0.0311773 | val_loss: 0.0311771 | Time: 1520.2 ms [2021-10-04 17:28:14 main:581] : INFO : Epoch 2040 | loss: 0.0311785 | val_loss: 0.0311799 | Time: 1459.94 ms [2021-10-04 17:28:15 main:581] : INFO : Epoch 2041 | loss: 0.0311778 | val_loss: 0.0311787 | Time: 1459.68 ms [2021-10-04 17:28:16 main:581] : INFO : Epoch 2042 | loss: 0.0311785 | val_loss: 0.0311772 | Time: 1461.83 ms [2021-10-04 17:28:18 main:581] : INFO : Epoch 2043 | loss: 0.0311768 | val_loss: 0.0311766 | Time: 1462.77 ms [2021-10-04 17:28:19 main:581] : INFO : Epoch 2044 | loss: 0.0311784 | val_loss: 0.03118 | Time: 1462.52 ms [2021-10-04 17:28:21 main:581] : INFO : Epoch 2045 | loss: 0.0311791 | val_loss: 0.0311789 | Time: 1466.9 ms [2021-10-04 17:28:22 main:581] : INFO : Epoch 2046 | loss: 0.0311788 | val_loss: 0.0311778 | Time: 1494.1 ms [2021-10-04 17:28:24 main:581] : INFO : Epoch 2047 | loss: 0.0311772 | val_loss: 0.0311767 | Time: 1595.94 ms [2021-10-04 17:28:25 main:581] : INFO : Epoch 2048 | loss: 0.0311792 | val_loss: 0.0311766 | Time: 1564.59 ms [2021-10-04 17:28:25 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311766 [2021-10-04 17:28:25 main:610] : INFO : Saving end state to config to file [2021-10-04 17:28:26 main:615] : INFO : Success, exiting.. 17:28:26 (23677): 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)