Task 7638746
| Name | ParityModified-1631730062-12531-3_0 |
| Workunit | 5292305 |
| Created | 27 Sep 2021, 7:02:20 UTC |
| Sent | 3 Oct 2021, 20:00:52 UTC |
| Report deadline | 10 Oct 2021, 20:00:52 UTC |
| Received | 3 Oct 2021, 21:56:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15474 |
| Run time | 50 min 13 sec |
| CPU time | 50 min 11 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>
main:581] : INFO : Epoch 1538 | loss: 0.0311928 | val_loss: 0.0312005 | Time: 1440.81 ms
[2021-10-03 23:33:21 main:581] : INFO : Epoch 1539 | loss: 0.031194 | val_loss: 0.0311998 | Time: 1438.12 ms
[2021-10-03 23:33:23 main:581] : INFO : Epoch 1540 | loss: 0.0311961 | val_loss: 0.0312025 | Time: 1517.04 ms
[2021-10-03 23:33:24 main:581] : INFO : Epoch 1541 | loss: 0.0311933 | val_loss: 0.0311988 | Time: 1441.47 ms
[2021-10-03 23:33:26 main:581] : INFO : Epoch 1542 | loss: 0.0311931 | val_loss: 0.0312 | Time: 1467.17 ms
[2021-10-03 23:33:27 main:581] : INFO : Epoch 1543 | loss: 0.0311926 | val_loss: 0.0311994 | Time: 1503.02 ms
[2021-10-03 23:33:29 main:581] : INFO : Epoch 1544 | loss: 0.0311921 | val_loss: 0.0311985 | Time: 1449.09 ms
[2021-10-03 23:33:30 main:581] : INFO : Epoch 1545 | loss: 0.0311918 | val_loss: 0.0311997 | Time: 1441.77 ms
[2021-10-03 23:33:32 main:581] : INFO : Epoch 1546 | loss: 0.0311922 | val_loss: 0.031199 | Time: 1460.24 ms
[2021-10-03 23:33:33 main:581] : INFO : Epoch 1547 | loss: 0.0311949 | val_loss: 0.0312024 | Time: 1480.85 ms
[2021-10-03 23:33:35 main:581] : INFO : Epoch 1548 | loss: 0.0311946 | val_loss: 0.031201 | Time: 1548.3 ms
[2021-10-03 23:33:36 main:581] : INFO : Epoch 1549 | loss: 0.0311929 | val_loss: 0.0312001 | Time: 1548.84 ms
[2021-10-03 23:33:38 main:581] : INFO : Epoch 1550 | loss: 0.0311919 | val_loss: 0.0312003 | Time: 1461.58 ms
[2021-10-03 23:33:39 main:581] : INFO : Epoch 1551 | loss: 0.0311928 | val_loss: 0.031202 | Time: 1479.71 ms
[2021-10-03 23:33:41 main:581] : INFO : Epoch 1552 | loss: 0.0311921 | val_loss: 0.0311994 | Time: 1490.07 ms
[2021-10-03 23:33:42 main:581] : INFO : Epoch 1553 | loss: 0.0311915 | val_loss: 0.0312015 | Time: 1576.97 ms
[2021-10-03 23:33:44 main:581] : INFO : Epoch 1554 | loss: 0.0311915 | val_loss: 0.031201 | Time: 1547.17 ms
[2021-10-03 23:33:45 main:581] : INFO : Epoch 1555 | loss: 0.0311906 | val_loss: 0.0311993 | Time: 1508.74 ms
[2021-10-03 23:33:47 main:581] : INFO : Epoch 1556 | loss: 0.0311903 | val_loss: 0.0311996 | Time: 1500.8 ms
[2021-10-03 23:33:48 main:581] : INFO : Epoch 1557 | loss: 0.0311902 | val_loss: 0.0311989 | Time: 1425.93 ms
[2021-10-03 23:33:50 main:581] : INFO : Epoch 1558 | loss: 0.0311899 | val_loss: 0.0311993 | Time: 1434.79 ms
[2021-10-03 23:33:51 main:581] : INFO : Epoch 1559 | loss: 0.0311901 | val_loss: 0.0311992 | Time: 1444.86 ms
[2021-10-03 23:33:52 main:581] : INFO : Epoch 1560 | loss: 0.0311907 | val_loss: 0.0311998 | Time: 1446.19 ms
[2021-10-03 23:33:54 main:581] : INFO : Epoch 1561 | loss: 0.0311909 | val_loss: 0.0312011 | Time: 1454.54 ms
[2021-10-03 23:33:55 main:581] : INFO : Epoch 1562 | loss: 0.0311897 | val_loss: 0.0311994 | Time: 1426.29 ms
[2021-10-03 23:33:57 main:581] : INFO : Epoch 1563 | loss: 0.0311897 | val_loss: 0.0311994 | Time: 1481.16 ms
[2021-10-03 23:33:58 main:581] : INFO : Epoch 1564 | loss: 0.0311896 | val_loss: 0.0311996 | Time: 1451.16 ms
[2021-10-03 23:34:00 main:581] : INFO : Epoch 1565 | loss: 0.0311892 | val_loss: 0.0312004 | Time: 1421.96 ms
[2021-10-03 23:34:01 main:581] : INFO : Epoch 1566 | loss: 0.0311899 | val_loss: 0.0311995 | Time: 1407.83 ms
[2021-10-03 23:34:03 main:581] : INFO : Epoch 1567 | loss: 0.0311897 | val_loss: 0.0311999 | Time: 1463.9 ms
[2021-10-03 23:34:04 main:581] : INFO : Epoch 1568 | loss: 0.0311901 | val_loss: 0.0311989 | Time: 1466.67 ms
[2021-10-03 23:34:06 main:581] : INFO : Epoch 1569 | loss: 0.0311896 | val_loss: 0.0312004 | Time: 1541.1 ms
[2021-10-03 23:34:07 main:581] : INFO : Epoch 1570 | loss: 0.0311888 | val_loss: 0.0311995 | Time: 1428.25 ms
[2021-10-03 23:34:09 main:581] : INFO : Epoch 1571 | loss: 0.0311886 | val_loss: 0.0311992 | Time: 1517.02 ms
[2021-10-03 23:34:10 main:581] : INFO : Epoch 1572 | loss: 0.0311885 | val_loss: 0.0311993 | Time: 1500.59 ms
[2021-10-03 23:34:12 main:581] : INFO : Epoch 1573 | loss: 0.0311888 | val_loss: 0.0312003 | Time: 1580.89 ms
[2021-10-03 23:34:13 main:581] : INFO : Epoch 1574 | loss: 0.0311888 | val_loss: 0.0311997 | Time: 1488.7 ms
[2021-10-03 23:34:15 main:581] : INFO : Epoch 1575 | loss: 0.0311892 | val_loss: 0.0311995 | Time: 1434.3 ms
[2021-10-03 23:34:16 main:581] : INFO : Epoch 1576 | loss: 0.0311884 | val_loss: 0.0311997 | Time: 1466.15 ms
[2021-10-03 23:34:17 main:581] : INFO : Epoch 1577 | loss: 0.0311883 | val_loss: 0.0312008 | Time: 1499.36 ms
[2021-10-03 23:34:19 main:581] : INFO : Epoch 1578 | loss: 0.0311884 | val_loss: 0.0312002 | Time: 1504.34 ms
[2021-10-03 23:34:20 main:581] : INFO : Epoch 1579 | loss: 0.0311884 | val_loss: 0.0312001 | Time: 1431.33 ms
[2021-10-03 23:34:22 main:581] : INFO : Epoch 1580 | loss: 0.031188 | val_loss: 0.0311997 | Time: 1485.97 ms
[2021-10-03 23:34:23 main:581] : INFO : Epoch 1581 | loss: 0.0311879 | val_loss: 0.0311998 | Time: 1462.29 ms
[2021-10-03 23:34:25 main:581] : INFO : Epoch 1582 | loss: 0.0311878 | val_loss: 0.0311999 | Time: 1470.25 ms
[2021-10-03 23:34:26 main:581] : INFO : Epoch 1583 | loss: 0.0311879 | val_loss: 0.0311995 | Time: 1606.5 ms
[2021-10-03 23:34:28 main:581] : INFO : Epoch 1584 | loss: 0.0311885 | val_loss: 0.0311997 | Time: 1436.63 ms
[2021-10-03 23:34:29 main:581] : INFO : Epoch 1585 | loss: 0.0311883 | val_loss: 0.0311999 | Time: 1511.76 ms
[2021-10-03 23:34:31 main:581] : INFO : Epoch 1586 | loss: 0.0311878 | val_loss: 0.0311995 | Time: 1539.46 ms
[2021-10-03 23:34:32 main:581] : INFO : Epoch 1587 | loss: 0.0311876 | val_loss: 0.0312008 | Time: 1476.9 ms
[2021-10-03 23:34:34 main:581] : INFO : Epoch 1588 | loss: 0.0311882 | val_loss: 0.0311999 | Time: 1529.43 ms
[2021-10-03 23:34:35 main:581] : INFO : Epoch 1589 | loss: 0.0311884 | val_loss: 0.0312013 | Time: 1505.47 ms
[2021-10-03 23:34:37 main:581] : INFO : Epoch 1590 | loss: 0.0311883 | val_loss: 0.0311993 | Time: 1462.9 ms
[2021-10-03 23:34:38 main:581] : INFO : Epoch 1591 | loss: 0.0311884 | val_loss: 0.0311998 | Time: 1490.48 ms
[2021-10-03 23:34:40 main:581] : INFO : Epoch 1592 | loss: 0.0311877 | val_loss: 0.0312017 | Time: 1528.91 ms
[2021-10-03 23:34:41 main:581] : INFO : Epoch 1593 | loss: 0.0311872 | val_loss: 0.0311999 | Time: 1501.95 ms
[2021-10-03 23:34:43 main:581] : INFO : Epoch 1594 | loss: 0.0311872 | val_loss: 0.0311997 | Time: 1498.75 ms
[2021-10-03 23:34:44 main:581] : INFO : Epoch 1595 | loss: 0.0311874 | val_loss: 0.0311998 | Time: 1512.03 ms
[2021-10-03 23:34:46 main:581] : INFO : Epoch 1596 | loss: 0.0311876 | val_loss: 0.0311997 | Time: 1445.5 ms
[2021-10-03 23:34:47 main:581] : INFO : Epoch 1597 | loss: 0.0311871 | val_loss: 0.0311996 | Time: 1509.69 ms
[2021-10-03 23:34:49 main:581] : INFO : Epoch 1598 | loss: 0.0311873 | val_loss: 0.0311999 | Time: 1530.82 ms
[2021-10-03 23:34:50 main:581] : INFO : Epoch 1599 | loss: 0.0311876 | val_loss: 0.0312003 | Time: 1487.13 ms
[2021-10-03 23:34:52 main:581] : INFO : Epoch 1600 | loss: 0.0311874 | val_loss: 0.0312012 | Time: 1416.59 ms
[2021-10-03 23:34:53 main:581] : INFO : Epoch 1601 | loss: 0.0311868 | val_loss: 0.0312007 | Time: 1461.21 ms
[2021-10-03 23:34:55 main:581] : INFO : Epoch 1602 | loss: 0.0311868 | val_loss: 0.0312001 | Time: 1502.18 ms
[2021-10-03 23:34:56 main:581] : INFO : Epoch 1603 | loss: 0.0311873 | val_loss: 0.0312003 | Time: 1460.87 ms
[2021-10-03 23:34:58 main:581] : INFO : Epoch 1604 | loss: 0.0311872 | val_loss: 0.0312007 | Time: 1465.13 ms
[2021-10-03 23:34:59 main:581] : INFO : Epoch 1605 | loss: 0.0311872 | val_loss: 0.0312001 | Time: 1463.42 ms
[2021-10-03 23:35:01 main:581] : INFO : Epoch 1606 | loss: 0.0311873 | val_loss: 0.0312009 | Time: 1505.36 ms
[2021-10-03 23:35:02 main:581] : INFO : Epoch 1607 | loss: 0.0311875 | val_loss: 0.031202 | Time: 1517.88 ms
[2021-10-03 23:35:04 main:581] : INFO : Epoch 1608 | loss: 0.0311875 | val_loss: 0.0311994 | Time: 1584.31 ms
[2021-10-03 23:35:05 main:581] : INFO : Epoch 1609 | loss: 0.031187 | val_loss: 0.0312 | Time: 1600.26 ms
[2021-10-03 23:35:07 main:581] : INFO : Epoch 1610 | loss: 0.0311872 | val_loss: 0.0312006 | Time: 1628.53 ms
[2021-10-03 23:35:08 main:581] : INFO : Epoch 1611 | loss: 0.0311868 | val_loss: 0.0311997 | Time: 1417.77 ms
[2021-10-03 23:35:10 main:581] : INFO : Epoch 1612 | loss: 0.0311866 | val_loss: 0.0312005 | Time: 1526.8 ms
[2021-10-03 23:35:11 main:581] : INFO : Epoch 1613 | loss: 0.0311875 | val_loss: 0.0312036 | Time: 1457.09 ms
[2021-10-03 23:35:13 main:581] : INFO : Epoch 1614 | loss: 0.0311882 | val_loss: 0.0311917 | Time: 1442.61 ms
[2021-10-03 23:35:14 main:581] : INFO : Epoch 1615 | loss: 0.0311871 | val_loss: 0.0311924 | Time: 1504.96 ms
[2021-10-03 23:35:16 main:581] : INFO : Epoch 1616 | loss: 0.0311882 | val_loss: 0.0311985 | Time: 1419.64 ms
[2021-10-03 23:35:17 main:581] : INFO : Epoch 1617 | loss: 0.0311883 | val_loss: 0.0311967 | Time: 1468.4 ms
[2021-10-03 23:35:19 main:581] : INFO : Epoch 1618 | loss: 0.0311862 | val_loss: 0.0312007 | Time: 1441.03 ms
[2021-10-03 23:35:20 main:581] : INFO : Epoch 1619 | loss: 0.0311863 | val_loss: 0.0312004 | Time: 1466.92 ms
[2021-10-03 23:35:22 main:581] : INFO : Epoch 1620 | loss: 0.0311864 | val_loss: 0.0312004 | Time: 1489.42 ms
[2021-10-03 23:35:23 main:581] : INFO : Epoch 1621 | loss: 0.0311863 | val_loss: 0.0312005 | Time: 1430.33 ms
[2021-10-03 23:35:25 main:581] : INFO : Epoch 1622 | loss: 0.0311879 | val_loss: 0.0312021 | Time: 1532.9 ms
[2021-10-03 23:35:26 main:581] : INFO : Epoch 1623 | loss: 0.0311877 | val_loss: 0.031191 | Time: 1495.7 ms
[2021-10-03 23:35:28 main:581] : INFO : Epoch 1624 | loss: 0.0311874 | val_loss: 0.0311928 | Time: 1480.78 ms
[2021-10-03 23:35:29 main:581] : INFO : Epoch 1625 | loss: 0.0311887 | val_loss: 0.0311928 | Time: 1440.66 ms
[2021-10-03 23:35:31 main:581] : INFO : Epoch 1626 | loss: 0.0311887 | val_loss: 0.0311916 | Time: 1469.83 ms
[2021-10-03 23:35:32 main:581] : INFO : Epoch 1627 | loss: 0.0311873 | val_loss: 0.0311907 | Time: 1454.32 ms
[2021-10-03 23:35:33 main:581] : INFO : Epoch 1628 | loss: 0.0311863 | val_loss: 0.0311907 | Time: 1503.53 ms
[2021-10-03 23:35:35 main:581] : INFO : Epoch 1629 | loss: 0.031186 | val_loss: 0.0311911 | Time: 1520.24 ms
[2021-10-03 23:35:36 main:581] : INFO : Epoch 1630 | loss: 0.031186 | val_loss: 0.0311906 | Time: 1442.21 ms
[2021-10-03 23:35:38 main:581] : INFO : Epoch 1631 | loss: 0.0311867 | val_loss: 0.0311908 | Time: 1482.02 ms
[2021-10-03 23:35:39 main:581] : INFO : Epoch 1632 | loss: 0.0311864 | val_loss: 0.0311906 | Time: 1451.79 ms
[2021-10-03 23:35:41 main:581] : INFO : Epoch 1633 | loss: 0.0311865 | val_loss: 0.0311908 | Time: 1471.3 ms
[2021-10-03 23:35:42 main:581] : INFO : Epoch 1634 | loss: 0.0311869 | val_loss: 0.0311927 | Time: 1457.39 ms
[2021-10-03 23:35:44 main:581] : INFO : Epoch 1635 | loss: 0.0311875 | val_loss: 0.0311903 | Time: 1469.39 ms
[2021-10-03 23:35:45 main:581] : INFO : Epoch 1636 | loss: 0.0311867 | val_loss: 0.0311931 | Time: 1510.62 ms
[2021-10-03 23:35:47 main:581] : INFO : Epoch 1637 | loss: 0.0311869 | val_loss: 0.0311936 | Time: 1552.57 ms
[2021-10-03 23:35:48 main:581] : INFO : Epoch 1638 | loss: 0.0311873 | val_loss: 0.0311949 | Time: 1493.71 ms
[2021-10-03 23:35:50 main:581] : INFO : Epoch 1639 | loss: 0.0311878 | val_loss: 0.0311925 | Time: 1457.84 ms
[2021-10-03 23:35:51 main:581] : INFO : Epoch 1640 | loss: 0.0311867 | val_loss: 0.0311911 | Time: 1465.12 ms
[2021-10-03 23:35:53 main:581] : INFO : Epoch 1641 | loss: 0.0311881 | val_loss: 0.0311918 | Time: 1470.38 ms
[2021-10-03 23:35:54 main:581] : INFO : Epoch 1642 | loss: 0.0311889 | val_loss: 0.0311942 | Time: 1572.12 ms
[2021-10-03 23:35:56 main:581] : INFO : Epoch 1643 | loss: 0.0311869 | val_loss: 0.0311978 | Time: 1439.42 ms
[2021-10-03 23:35:57 main:581] : INFO : Epoch 1644 | loss: 0.0311864 | val_loss: 0.0311919 | Time: 1488.76 ms
[2021-10-03 23:35:59 main:581] : INFO : Epoch 1645 | loss: 0.0311862 | val_loss: 0.0311913 | Time: 1432.11 ms
[2021-10-03 23:36:00 main:581] : INFO : Epoch 1646 | loss: 0.0311858 | val_loss: 0.0311913 | Time: 1446.02 ms
[2021-10-03 23:36:02 main:581] : INFO : Epoch 1647 | loss: 0.0311869 | val_loss: 0.0311914 | Time: 1420.51 ms
[2021-10-03 23:36:03 main:581] : INFO : Epoch 1648 | loss: 0.0311853 | val_loss: 0.0311906 | Time: 1479.32 ms
[2021-10-03 23:36:04 main:581] : INFO : Epoch 1649 | loss: 0.0311865 | val_loss: 0.0311915 | Time: 1416.11 ms
[2021-10-03 23:36:06 main:581] : INFO : Epoch 1650 | loss: 0.0311863 | val_loss: 0.0311952 | Time: 1445.49 ms
[2021-10-03 23:36:07 main:581] : INFO : Epoch 1651 | loss: 0.031186 | val_loss: 0.0311906 | Time: 1602.35 ms
[2021-10-03 23:36:09 main:581] : INFO : Epoch 1652 | loss: 0.031186 | val_loss: 0.0311914 | Time: 1441.57 ms
[2021-10-03 23:36:10 main:581] : INFO : Epoch 1653 | loss: 0.031185 | val_loss: 0.0311909 | Time: 1420.42 ms
[2021-10-03 23:36:12 main:581] : INFO : Epoch 1654 | loss: 0.0311846 | val_loss: 0.0311919 | Time: 1509.63 ms
[2021-10-03 23:36:13 main:581] : INFO : Epoch 1655 | loss: 0.0311846 | val_loss: 0.0311911 | Time: 1564.04 ms
[2021-10-03 23:36:15 main:581] : INFO : Epoch 1656 | loss: 0.0311842 | val_loss: 0.0311909 | Time: 1483.94 ms
[2021-10-03 23:36:16 main:581] : INFO : Epoch 1657 | loss: 0.0311849 | val_loss: 0.0311925 | Time: 1448.21 ms
[2021-10-03 23:36:18 main:581] : INFO : Epoch 1658 | loss: 0.0311858 | val_loss: 0.0311908 | Time: 1436.62 ms
[2021-10-03 23:36:19 main:581] : INFO : Epoch 1659 | loss: 0.0311861 | val_loss: 0.0311902 | Time: 1435.55 ms
[2021-10-03 23:36:21 main:581] : INFO : Epoch 1660 | loss: 0.0311854 | val_loss: 0.0311905 | Time: 1420.19 ms
[2021-10-03 23:36:22 main:581] : INFO : Epoch 1661 | loss: 0.0311854 | val_loss: 0.0312001 | Time: 1446.59 ms
[2021-10-03 23:36:24 main:581] : INFO : Epoch 1662 | loss: 0.031187 | val_loss: 0.0311938 | Time: 1442.69 ms
[2021-10-03 23:36:25 main:581] : INFO : Epoch 1663 | loss: 0.0311856 | val_loss: 0.0311922 | Time: 1500.41 ms
[2021-10-03 23:36:27 main:581] : INFO : Epoch 1664 | loss: 0.0311875 | val_loss: 0.0311918 | Time: 1451.41 ms
[2021-10-03 23:36:28 main:581] : INFO : Epoch 1665 | loss: 0.0311864 | val_loss: 0.0311981 | Time: 1434.71 ms
[2021-10-03 23:36:29 main:581] : INFO : Epoch 1666 | loss: 0.0311884 | val_loss: 0.0311933 | Time: 1473.29 ms
[2021-10-03 23:36:31 main:581] : INFO : Epoch 1667 | loss: 0.0311861 | val_loss: 0.0311924 | Time: 1434.93 ms
[2021-10-03 23:36:32 main:581] : INFO : Epoch 1668 | loss: 0.0311865 | val_loss: 0.0311931 | Time: 1460.5 ms
[2021-10-03 23:36:34 main:581] : INFO : Epoch 1669 | loss: 0.0311886 | val_loss: 0.0311923 | Time: 1481.79 ms
[2021-10-03 23:36:35 main:581] : INFO : Epoch 1670 | loss: 0.0311869 | val_loss: 0.0311896 | Time: 1475.75 ms
[2021-10-03 23:36:37 main:581] : INFO : Epoch 1671 | loss: 0.0311857 | val_loss: 0.0311897 | Time: 1414.44 ms
[2021-10-03 23:36:38 main:581] : INFO : Epoch 1672 | loss: 0.0311857 | val_loss: 0.0311894 | Time: 1473.11 ms
[2021-10-03 23:36:40 main:581] : INFO : Epoch 1673 | loss: 0.0311848 | val_loss: 0.031189 | Time: 1495.82 ms
[2021-10-03 23:36:41 main:581] : INFO : Epoch 1674 | loss: 0.031186 | val_loss: 0.0311902 | Time: 1501.15 ms
[2021-10-03 23:36:43 main:581] : INFO : Epoch 1675 | loss: 0.0311851 | val_loss: 0.0311909 | Time: 1440.88 ms
[2021-10-03 23:36:44 main:581] : INFO : Epoch 1676 | loss: 0.0311851 | val_loss: 0.0311901 | Time: 1404.24 ms
[2021-10-03 23:36:45 main:581] : INFO : Epoch 1677 | loss: 0.0311845 | val_loss: 0.03119 | Time: 1493.08 ms
[2021-10-03 23:36:47 main:581] : INFO : Epoch 1678 | loss: 0.0311847 | val_loss: 0.0311908 | Time: 1502.08 ms
[2021-10-03 23:36:48 main:581] : INFO : Epoch 1679 | loss: 0.0311848 | val_loss: 0.03119 | Time: 1491.38 ms
[2021-10-03 23:36:50 main:581] : INFO : Epoch 1680 | loss: 0.0311858 | val_loss: 0.0311956 | Time: 1429.49 ms
[2021-10-03 23:36:51 main:581] : INFO : Epoch 1681 | loss: 0.0311854 | val_loss: 0.0311892 | Time: 1442.58 ms
[2021-10-03 23:36:53 main:581] : INFO : Epoch 1682 | loss: 0.0311842 | val_loss: 0.0311904 | Time: 1504.68 ms
[2021-10-03 23:36:54 main:581] : INFO : Epoch 1683 | loss: 0.0311844 | val_loss: 0.0311899 | Time: 1422.75 ms
[2021-10-03 23:36:56 main:581] : INFO : Epoch 1684 | loss: 0.0311844 | val_loss: 0.0311903 | Time: 1479.7 ms
[2021-10-03 23:36:57 main:581] : INFO : Epoch 1685 | loss: 0.0311839 | val_loss: 0.0311911 | Time: 1484.81 ms
[2021-10-03 23:36:59 main:581] : INFO : Epoch 1686 | loss: 0.0311851 | val_loss: 0.0311956 | Time: 1455.5 ms
[2021-10-03 23:37:00 main:581] : INFO : Epoch 1687 | loss: 0.0311862 | val_loss: 0.0311944 | Time: 1433.37 ms
[2021-10-03 23:37:02 main:581] : INFO : Epoch 1688 | loss: 0.0311866 | val_loss: 0.0311941 | Time: 1469.49 ms
[2021-10-03 23:37:03 main:581] : INFO : Epoch 1689 | loss: 0.0311877 | val_loss: 0.031191 | Time: 1431.87 ms
[2021-10-03 23:37:05 main:581] : INFO : Epoch 1690 | loss: 0.0311853 | val_loss: 0.0311929 | Time: 1461.24 ms
[2021-10-03 23:37:06 main:581] : INFO : Epoch 1691 | loss: 0.0311852 | val_loss: 0.031189 | Time: 1524.13 ms
[2021-10-03 23:37:07 main:581] : INFO : Epoch 1692 | loss: 0.0311852 | val_loss: 0.0311914 | Time: 1432.49 ms
[2021-10-03 23:37:09 main:581] : INFO : Epoch 1693 | loss: 0.0311875 | val_loss: 0.0311907 | Time: 1475.33 ms
[2021-10-03 23:37:10 main:581] : INFO : Epoch 1694 | loss: 0.0311845 | val_loss: 0.0311898 | Time: 1419.1 ms
[2021-10-03 23:37:12 main:581] : INFO : Epoch 1695 | loss: 0.0311846 | val_loss: 0.0311917 | Time: 1458.66 ms
[2021-10-03 23:37:13 main:581] : INFO : Epoch 1696 | loss: 0.0311853 | val_loss: 0.0311916 | Time: 1487.34 ms
[2021-10-03 23:37:15 main:581] : INFO : Epoch 1697 | loss: 0.0311864 | val_loss: 0.0311998 | Time: 1476.81 ms
[2021-10-03 23:37:16 main:581] : INFO : Epoch 1698 | loss: 0.0311898 | val_loss: 0.0312013 | Time: 1503.65 ms
[2021-10-03 23:37:18 main:581] : INFO : Epoch 1699 | loss: 0.0311854 | val_loss: 0.0311979 | Time: 1437.26 ms
[2021-10-03 23:37:19 main:581] : INFO : Epoch 1700 | loss: 0.0311836 | val_loss: 0.0311998 | Time: 1461.5 ms
[2021-10-03 23:37:21 main:581] : INFO : Epoch 1701 | loss: 0.0311839 | val_loss: 0.0311999 | Time: 1456.98 ms
[2021-10-03 23:37:22 main:581] : INFO : Epoch 1702 | loss: 0.0311836 | val_loss: 0.0312049 | Time: 1430.89 ms
[2021-10-03 23:37:24 main:581] : INFO : Epoch 1703 | loss: 0.0311836 | val_loss: 0.0311986 | Time: 1431.95 ms
[2021-10-03 23:37:25 main:581] : INFO : Epoch 1704 | loss: 0.0311853 | val_loss: 0.0311915 | Time: 1409.09 ms
[2021-10-03 23:37:26 main:581] : INFO : Epoch 1705 | loss: 0.0311848 | val_loss: 0.0311913 | Time: 1410.29 ms
[2021-10-03 23:37:28 main:581] : INFO : Epoch 1706 | loss: 0.0311836 | val_loss: 0.0311913 | Time: 1443.87 ms
[2021-10-03 23:37:29 main:581] : INFO : Epoch 1707 | loss: 0.0311855 | val_loss: 0.0311888 | Time: 1415.23 ms
[2021-10-03 23:37:31 main:581] : INFO : Epoch 1708 | loss: 0.0311845 | val_loss: 0.0311925 | Time: 1506.73 ms
[2021-10-03 23:37:32 main:581] : INFO : Epoch 1709 | loss: 0.0311892 | val_loss: 0.0312024 | Time: 1417.36 ms
[2021-10-03 23:37:34 main:581] : INFO : Epoch 1710 | loss: 0.0311903 | val_loss: 0.0311928 | Time: 1430.47 ms
[2021-10-03 23:37:35 main:581] : INFO : Epoch 1711 | loss: 0.0311889 | val_loss: 0.031192 | Time: 1430.04 ms
[2021-10-03 23:37:36 main:581] : INFO : Epoch 1712 | loss: 0.0311865 | val_loss: 0.0311917 | Time: 1449.74 ms
[2021-10-03 23:37:38 main:581] : INFO : Epoch 1713 | loss: 0.0311857 | val_loss: 0.0311914 | Time: 1453.24 ms
[2021-10-03 23:37:39 main:581] : INFO : Epoch 1714 | loss: 0.0311877 | val_loss: 0.0311932 | Time: 1439.3 ms
[2021-10-03 23:37:41 main:581] : INFO : Epoch 1715 | loss: 0.0311873 | val_loss: 0.0311901 | Time: 1412.04 ms
[2021-10-03 23:37:42 main:581] : INFO : Epoch 1716 | loss: 0.0311851 | val_loss: 0.0311893 | Time: 1409.08 ms
[2021-10-03 23:37:44 main:581] : INFO : Epoch 1717 | loss: 0.031185 | val_loss: 0.0311888 | Time: 1479.12 ms
[2021-10-03 23:37:45 main:581] : INFO : Epoch 1718 | loss: 0.0311852 | val_loss: 0.0311933 | Time: 1462.39 ms
[2021-10-03 23:37:47 main:581] : INFO : Epoch 1719 | loss: 0.0311865 | val_loss: 0.0311913 | Time: 1470.38 ms
[2021-10-03 23:37:48 main:581] : INFO : Epoch 1720 | loss: 0.0311857 | val_loss: 0.031191 | Time: 1433.89 ms
[2021-10-03 23:37:49 main:581] : INFO : Epoch 1721 | loss: 0.031186 | val_loss: 0.031191 | Time: 1400.69 ms
[2021-10-03 23:37:51 main:581] : INFO : Epoch 1722 | loss: 0.031186 | val_loss: 0.0311892 | Time: 1491.41 ms
[2021-10-03 23:37:52 main:581] : INFO : Epoch 1723 | loss: 0.0311848 | val_loss: 0.0311897 | Time: 1510.2 ms
[2021-10-03 23:37:54 main:581] : INFO : Epoch 1724 | loss: 0.0311843 | val_loss: 0.0311893 | Time: 1443.19 ms
[2021-10-03 23:37:55 main:581] : INFO : Epoch 1725 | loss: 0.0311841 | val_loss: 0.0311903 | Time: 1481.28 ms
[2021-10-03 23:37:57 main:581] : INFO : Epoch 1726 | loss: 0.0311852 | val_loss: 0.031195 | Time: 1490.55 ms
[2021-10-03 23:37:58 main:581] : INFO : Epoch 1727 | loss: 0.0311846 | val_loss: 0.0311897 | Time: 1462.58 ms
[2021-10-03 23:38:00 main:581] : INFO : Epoch 1728 | loss: 0.0311844 | val_loss: 0.03119 | Time: 1421.95 ms
[2021-10-03 23:38:01 main:581] : INFO : Epoch 1729 | loss: 0.0311842 | val_loss: 0.03119 | Time: 1447.97 ms
[2021-10-03 23:38:03 main:581] : INFO : Epoch 1730 | loss: 0.0311828 | val_loss: 0.0311903 | Time: 1414.49 ms
[2021-10-03 23:38:04 main:581] : INFO : Epoch 1731 | loss: 0.0311831 | val_loss: 0.0311906 | Time: 1434.26 ms
[2021-10-03 23:38:05 main:581] : INFO : Epoch 1732 | loss: 0.0311843 | val_loss: 0.0311929 | Time: 1444.36 ms
[2021-10-03 23:38:07 main:581] : INFO : Epoch 1733 | loss: 0.0311842 | val_loss: 0.0311897 | Time: 1525.41 ms
[2021-10-03 23:38:08 main:581] : INFO : Epoch 1734 | loss: 0.031184 | val_loss: 0.0311894 | Time: 1445.67 ms
[2021-10-03 23:38:10 main:581] : INFO : Epoch 1735 | loss: 0.0311839 | val_loss: 0.0311903 | Time: 1414.8 ms
[2021-10-03 23:38:11 main:581] : INFO : Epoch 1736 | loss: 0.031183 | val_loss: 0.0311909 | Time: 1400.84 ms
[2021-10-03 23:38:13 main:581] : INFO : Epoch 1737 | loss: 0.0311858 | val_loss: 0.0311924 | Time: 1476.47 ms
[2021-10-03 23:38:14 main:581] : INFO : Epoch 1738 | loss: 0.0311836 | val_loss: 0.0311896 | Time: 1444.82 ms
[2021-10-03 23:38:16 main:581] : INFO : Epoch 1739 | loss: 0.0311825 | val_loss: 0.0311903 | Time: 1425.56 ms
[2021-10-03 23:38:17 main:581] : INFO : Epoch 1740 | loss: 0.0311838 | val_loss: 0.0311927 | Time: 1437.26 ms
[2021-10-03 23:38:19 main:581] : INFO : Epoch 1741 | loss: 0.0311854 | val_loss: 0.0311974 | Time: 1661.47 ms
[2021-10-03 23:38:20 main:581] : INFO : Epoch 1742 | loss: 0.0311866 | val_loss: 0.0311929 | Time: 1539.49 ms
[2021-10-03 23:38:22 main:581] : INFO : Epoch 1743 | loss: 0.0311858 | val_loss: 0.031192 | Time: 1505.7 ms
[2021-10-03 23:38:23 main:581] : INFO : Epoch 1744 | loss: 0.0311842 | val_loss: 0.0311915 | Time: 1551.92 ms
[2021-10-03 23:38:25 main:581] : INFO : Epoch 1745 | loss: 0.0311848 | val_loss: 0.0311922 | Time: 1548.49 ms
[2021-10-03 23:38:26 main:581] : INFO : Epoch 1746 | loss: 0.031184 | val_loss: 0.0311914 | Time: 1511.17 ms
[2021-10-03 23:38:28 main:581] : INFO : Epoch 1747 | loss: 0.0311837 | val_loss: 0.0311904 | Time: 1430.89 ms
[2021-10-03 23:38:29 main:581] : INFO : Epoch 1748 | loss: 0.0311822 | val_loss: 0.0311921 | Time: 1464.48 ms
[2021-10-03 23:38:31 main:581] : INFO : Epoch 1749 | loss: 0.0311827 | val_loss: 0.0311944 | Time: 1552.62 ms
[2021-10-03 23:38:32 main:581] : INFO : Epoch 1750 | loss: 0.0311829 | val_loss: 0.0311919 | Time: 1431.18 ms
[2021-10-03 23:38:34 main:581] : INFO : Epoch 1751 | loss: 0.0311822 | val_loss: 0.0311924 | Time: 1497.75 ms
[2021-10-03 23:38:35 main:581] : INFO : Epoch 1752 | loss: 0.0311846 | val_loss: 0.0311928 | Time: 1444.81 ms
[2021-10-03 23:38:37 main:581] : INFO : Epoch 1753 | loss: 0.0311854 | val_loss: 0.031193 | Time: 1474.91 ms
[2021-10-03 23:38:38 main:581] : INFO : Epoch 1754 | loss: 0.0311838 | val_loss: 0.0311909 | Time: 1519.9 ms
[2021-10-03 23:38:40 main:581] : INFO : Epoch 1755 | loss: 0.031182 | val_loss: 0.0311916 | Time: 1420.88 ms
[2021-10-03 23:38:41 main:581] : INFO : Epoch 1756 | loss: 0.031181 | val_loss: 0.0311934 | Time: 1462.03 ms
[2021-10-03 23:38:43 main:581] : INFO : Epoch 1757 | loss: 0.0311823 | val_loss: 0.0311917 | Time: 1470.25 ms
[2021-10-03 23:38:44 main:581] : INFO : Epoch 1758 | loss: 0.0311834 | val_loss: 0.031193 | Time: 1411.22 ms
[2021-10-03 23:38:45 main:581] : INFO : Epoch 1759 | loss: 0.0311864 | val_loss: 0.0311913 | Time: 1503.24 ms
[2021-10-03 23:38:47 main:581] : INFO : Epoch 1760 | loss: 0.0311858 | val_loss: 0.0311906 | Time: 1493.26 ms
[2021-10-03 23:38:48 main:581] : INFO : Epoch 1761 | loss: 0.031184 | val_loss: 0.0311895 | Time: 1478.29 ms
[2021-10-03 23:38:50 main:581] : INFO : Epoch 1762 | loss: 0.0311838 | val_loss: 0.0311901 | Time: 1453.86 ms
[2021-10-03 23:38:51 main:581] : INFO : Epoch 1763 | loss: 0.0311847 | val_loss: 0.0311919 | Time: 1419.29 ms
[2021-10-03 23:38:53 main:581] : INFO : Epoch 1764 | loss: 0.0311844 | val_loss: 0.0311909 | Time: 1522.94 ms
[2021-10-03 23:38:54 main:581] : INFO : Epoch 1765 | loss: 0.0311832 | val_loss: 0.0311901 | Time: 1476.38 ms
[2021-10-03 23:38:56 main:581] : INFO : Epoch 1766 | loss: 0.0311836 | val_loss: 0.0311937 | Time: 1513.21 ms
[2021-10-03 23:38:57 main:581] : INFO : Epoch 1767 | loss: 0.0311834 | val_loss: 0.0311899 | Time: 1523.96 ms
[2021-10-03 23:38:59 main:581] : INFO : Epoch 1768 | loss: 0.0311838 | val_loss: 0.0311899 | Time: 1433.18 ms
[2021-10-03 23:39:00 main:581] : INFO : Epoch 1769 | loss: 0.0311834 | val_loss: 0.0311901 | Time: 1495.15 ms
[2021-10-03 23:39:02 main:581] : INFO : Epoch 1770 | loss: 0.0311823 | val_loss: 0.0311915 | Time: 1487.6 ms
[2021-10-03 23:39:03 main:581] : INFO : Epoch 1771 | loss: 0.0311835 | val_loss: 0.0311898 | Time: 1624.49 ms
[2021-10-03 23:39:05 main:581] : INFO : Epoch 1772 | loss: 0.0311867 | val_loss: 0.0311937 | Time: 1607.81 ms
[2021-10-03 23:39:06 main:581] : INFO : Epoch 1773 | loss: 0.0311877 | val_loss: 0.0311896 | Time: 1532.69 ms
[2021-10-03 23:39:08 main:581] : INFO : Epoch 1774 | loss: 0.0311872 | val_loss: 0.0311878 | Time: 1423.68 ms
[2021-10-03 23:39:09 main:581] : INFO : Epoch 1775 | loss: 0.0311848 | val_loss: 0.0311876 | Time: 1441.49 ms
[2021-10-03 23:39:11 main:581] : INFO : Epoch 1776 | loss: 0.0311855 | val_loss: 0.0311887 | Time: 1435.23 ms
[2021-10-03 23:39:12 main:581] : INFO : Epoch 1777 | loss: 0.0311842 | val_loss: 0.0311876 | Time: 1438.8 ms
[2021-10-03 23:39:14 main:581] : INFO : Epoch 1778 | loss: 0.0311833 | val_loss: 0.0311891 | Time: 1458.62 ms
[2021-10-03 23:39:15 main:581] : INFO : Epoch 1779 | loss: 0.0311831 | val_loss: 0.0311884 | Time: 1463.23 ms
[2021-10-03 23:39:17 main:581] : INFO : Epoch 1780 | loss: 0.0311842 | val_loss: 0.0311897 | Time: 1455.2 ms
[2021-10-03 23:39:18 main:581] : INFO : Epoch 1781 | loss: 0.0311837 | val_loss: 0.0311866 | Time: 1467.42 ms
[2021-10-03 23:39:20 main:581] : INFO : Epoch 1782 | loss: 0.0311832 | val_loss: 0.0311872 | Time: 1462.92 ms
[2021-10-03 23:39:21 main:581] : INFO : Epoch 1783 | loss: 0.0311827 | val_loss: 0.031187 | Time: 1456.43 ms
[2021-10-03 23:39:23 main:581] : INFO : Epoch 1784 | loss: 0.0311844 | val_loss: 0.0311871 | Time: 1585.44 ms
[2021-10-03 23:39:24 main:581] : INFO : Epoch 1785 | loss: 0.0311819 | val_loss: 0.0311868 | Time: 1474.66 ms
[2021-10-03 23:39:26 main:581] : INFO : Epoch 1786 | loss: 0.0311823 | val_loss: 0.0311857 | Time: 1465.97 ms
[2021-10-03 23:39:27 main:581] : INFO : Epoch 1787 | loss: 0.0311836 | val_loss: 0.0311862 | Time: 1532.66 ms
[2021-10-03 23:39:29 main:581] : INFO : Epoch 1788 | loss: 0.0311828 | val_loss: 0.0311875 | Time: 1535.89 ms
[2021-10-03 23:39:30 main:581] : INFO : Epoch 1789 | loss: 0.0311834 | val_loss: 0.0311872 | Time: 1478.3 ms
[2021-10-03 23:39:32 main:581] : INFO : Epoch 1790 | loss: 0.031182 | val_loss: 0.0311875 | Time: 1438.31 ms
[2021-10-03 23:39:33 main:581] : INFO : Epoch 1791 | loss: 0.0311823 | val_loss: 0.0311864 | Time: 1506.93 ms
[2021-10-03 23:39:34 main:581] : INFO : Epoch 1792 | loss: 0.0311817 | val_loss: 0.0311863 | Time: 1417.55 ms
[2021-10-03 23:39:36 main:581] : INFO : Epoch 1793 | loss: 0.0311832 | val_loss: 0.0312029 | Time: 1471.78 ms
[2021-10-03 23:39:37 main:581] : INFO : Epoch 1794 | loss: 0.0311906 | val_loss: 0.0312009 | Time: 1503.18 ms
[2021-10-03 23:39:39 main:581] : INFO : Epoch 1795 | loss: 0.0311884 | val_loss: 0.031189 | Time: 1471.36 ms
[2021-10-03 23:39:40 main:581] : INFO : Epoch 1796 | loss: 0.0311848 | val_loss: 0.0311872 | Time: 1434.82 ms
[2021-10-03 23:39:42 main:581] : INFO : Epoch 1797 | loss: 0.0311817 | val_loss: 0.0311854 | Time: 1512.39 ms
[2021-10-03 23:39:43 main:581] : INFO : Epoch 1798 | loss: 0.0311807 | val_loss: 0.0311868 | Time: 1644.89 ms
[2021-10-03 23:39:45 main:581] : INFO : Epoch 1799 | loss: 0.0311818 | val_loss: 0.0311908 | Time: 1528.37 ms
[2021-10-03 23:39:46 main:581] : INFO : Epoch 1800 | loss: 0.0311826 | val_loss: 0.0311913 | Time: 1443.61 ms
[2021-10-03 23:39:48 main:581] : INFO : Epoch 1801 | loss: 0.0311822 | val_loss: 0.0311878 | Time: 1489.4 ms
[2021-10-03 23:39:49 main:581] : INFO : Epoch 1802 | loss: 0.0311802 | val_loss: 0.0311877 | Time: 1416.76 ms
[2021-10-03 23:39:51 main:581] : INFO : Epoch 1803 | loss: 0.0311863 | val_loss: 0.0312029 | Time: 1480.42 ms
[2021-10-03 23:39:52 main:581] : INFO : Epoch 1804 | loss: 0.0311838 | val_loss: 0.0311882 | Time: 1500.43 ms
[2021-10-03 23:39:54 main:581] : INFO : Epoch 1805 | loss: 0.0311827 | val_loss: 0.0311864 | Time: 1418.61 ms
[2021-10-03 23:39:55 main:581] : INFO : Epoch 1806 | loss: 0.0311816 | val_loss: 0.0311874 | Time: 1436.03 ms
[2021-10-03 23:39:57 main:581] : INFO : Epoch 1807 | loss: 0.0311814 | val_loss: 0.0311933 | Time: 1488.42 ms
[2021-10-03 23:39:58 main:581] : INFO : Epoch 1808 | loss: 0.0311818 | val_loss: 0.0311858 | Time: 1520.61 ms
[2021-10-03 23:40:00 main:581] : INFO : Epoch 1809 | loss: 0.0311839 | val_loss: 0.0311962 | Time: 1488.94 ms
[2021-10-03 23:40:01 main:581] : INFO : Epoch 1810 | loss: 0.0311831 | val_loss: 0.0311883 | Time: 1594.7 ms
[2021-10-03 23:40:03 main:581] : INFO : Epoch 1811 | loss: 0.0311816 | val_loss: 0.0311884 | Time: 1421.32 ms
[2021-10-03 23:40:04 main:581] : INFO : Epoch 1812 | loss: 0.0311855 | val_loss: 0.0311905 | Time: 1475.15 ms
[2021-10-03 23:40:06 main:581] : INFO : Epoch 1813 | loss: 0.0311873 | val_loss: 0.0311894 | Time: 1498.67 ms
[2021-10-03 23:40:07 main:581] : INFO : Epoch 1814 | loss: 0.0311858 | val_loss: 0.0311908 | Time: 1434.96 ms
[2021-10-03 23:40:09 main:581] : INFO : Epoch 1815 | loss: 0.0311879 | val_loss: 0.0311955 | Time: 1496.7 ms
[2021-10-03 23:40:10 main:581] : INFO : Epoch 1816 | loss: 0.0311874 | val_loss: 0.0311897 | Time: 1502.48 ms
[2021-10-03 23:40:12 main:581] : INFO : Epoch 1817 | loss: 0.0311872 | val_loss: 0.0311917 | Time: 1544.26 ms
[2021-10-03 23:40:13 main:581] : INFO : Epoch 1818 | loss: 0.0311893 | val_loss: 0.0311924 | Time: 1473.05 ms
[2021-10-03 23:40:15 main:581] : INFO : Epoch 1819 | loss: 0.0311912 | val_loss: 0.0311914 | Time: 1472.36 ms
[2021-10-03 23:40:16 main:581] : INFO : Epoch 1820 | loss: 0.031184 | val_loss: 0.03119 | Time: 1431.68 ms
[2021-10-03 23:40:17 main:581] : INFO : Epoch 1821 | loss: 0.0311849 | val_loss: 0.0311908 | Time: 1432.11 ms
[2021-10-03 23:40:19 main:581] : INFO : Epoch 1822 | loss: 0.0311831 | val_loss: 0.0311883 | Time: 1508.41 ms
[2021-10-03 23:40:20 main:581] : INFO : Epoch 1823 | loss: 0.0311841 | val_loss: 0.0311881 | Time: 1425.82 ms
[2021-10-03 23:40:22 main:581] : INFO : Epoch 1824 | loss: 0.0311846 | val_loss: 0.0311947 | Time: 1540.44 ms
[2021-10-03 23:40:23 main:581] : INFO : Epoch 1825 | loss: 0.0311855 | val_loss: 0.0311914 | Time: 1418.18 ms
[2021-10-03 23:40:25 main:581] : INFO : Epoch 1826 | loss: 0.0311898 | val_loss: 0.0311907 | Time: 1449.35 ms
[2021-10-03 23:40:26 main:581] : INFO : Epoch 1827 | loss: 0.0311827 | val_loss: 0.0311899 | Time: 1500.01 ms
[2021-10-03 23:40:28 main:581] : INFO : Epoch 1828 | loss: 0.0311835 | val_loss: 0.031191 | Time: 1471.39 ms
[2021-10-03 23:40:29 main:581] : INFO : Epoch 1829 | loss: 0.0311838 | val_loss: 0.0311888 | Time: 1465.49 ms
[2021-10-03 23:40:31 main:581] : INFO : Epoch 1830 | loss: 0.0311842 | val_loss: 0.0311924 | Time: 1420.61 ms
[2021-10-03 23:40:32 main:581] : INFO : Epoch 1831 | loss: 0.0311883 | val_loss: 0.0311919 | Time: 1481.23 ms
[2021-10-03 23:40:34 main:581] : INFO : Epoch 1832 | loss: 0.0311862 | val_loss: 0.0311886 | Time: 1504.67 ms
[2021-10-03 23:40:35 main:581] : INFO : Epoch 1833 | loss: 0.0311874 | val_loss: 0.0311931 | Time: 1539.36 ms
[2021-10-03 23:40:37 main:581] : INFO : Epoch 1834 | loss: 0.0311879 | val_loss: 0.0311904 | Time: 1454.37 ms
[2021-10-03 23:40:38 main:581] : INFO : Epoch 1835 | loss: 0.0311836 | val_loss: 0.0311882 | Time: 1446.12 ms
[2021-10-03 23:40:40 main:581] : INFO : Epoch 1836 | loss: 0.0311855 | val_loss: 0.0311889 | Time: 1474.89 ms
[2021-10-03 23:40:41 main:581] : INFO : Epoch 1837 | loss: 0.0311846 | val_loss: 0.0311891 | Time: 1402.49 ms
[2021-10-03 23:40:43 main:581] : INFO : Epoch 1838 | loss: 0.0311844 | val_loss: 0.0311907 | Time: 1509.61 ms
[2021-10-03 23:40:44 main:581] : INFO : Epoch 1839 | loss: 0.0311834 | val_loss: 0.0311897 | Time: 1468.9 ms
[2021-10-03 23:40:45 main:581] : INFO : Epoch 1840 | loss: 0.0311842 | val_loss: 0.0311963 | Time: 1467.16 ms
[2021-10-03 23:40:47 main:581] : INFO : Epoch 1841 | loss: 0.0311882 | val_loss: 0.0311948 | Time: 1517.86 ms
[2021-10-03 23:40:48 main:581] : INFO : Epoch 1842 | loss: 0.0311916 | val_loss: 0.0311945 | Time: 1443.02 ms
[2021-10-03 23:40:50 main:581] : INFO : Epoch 1843 | loss: 0.0311846 | val_loss: 0.0311876 | Time: 1530.65 ms
[2021-10-03 23:40:51 main:581] : INFO : Epoch 1844 | loss: 0.0311886 | val_loss: 0.031192 | Time: 1513.61 ms
[2021-10-03 23:40:53 main:581] : INFO : Epoch 1845 | loss: 0.0311906 | val_loss: 0.0311903 | Time: 1632.79 ms
[2021-10-03 23:40:55 main:581] : INFO : Epoch 1846 | loss: 0.0311882 | val_loss: 0.0311918 | Time: 1619.17 ms
[2021-10-03 23:40:56 main:581] : INFO : Epoch 1847 | loss: 0.0311918 | val_loss: 0.0311926 | Time: 1583.93 ms
[2021-10-03 23:40:58 main:581] : INFO : Epoch 1848 | loss: 0.0311913 | val_loss: 0.0311917 | Time: 1423.84 ms
[2021-10-03 23:40:59 main:581] : INFO : Epoch 1849 | loss: 0.0311871 | val_loss: 0.0311888 | Time: 1543.66 ms
[2021-10-03 23:41:01 main:581] : INFO : Epoch 1850 | loss: 0.0311872 | val_loss: 0.0311889 | Time: 1501.64 ms
[2021-10-03 23:41:02 main:581] : INFO : Epoch 1851 | loss: 0.0311877 | val_loss: 0.0311947 | Time: 1474.26 ms
[2021-10-03 23:41:04 main:581] : INFO : Epoch 1852 | loss: 0.0311873 | val_loss: 0.0311892 | Time: 1553.47 ms
[2021-10-03 23:41:05 main:581] : INFO : Epoch 1853 | loss: 0.0311892 | val_loss: 0.0311912 | Time: 1474.34 ms
[2021-10-03 23:41:07 main:581] : INFO : Epoch 1854 | loss: 0.0311852 | val_loss: 0.0311931 | Time: 1508.82 ms
[2021-10-03 23:41:08 main:581] : INFO : Epoch 1855 | loss: 0.0311874 | val_loss: 0.0311907 | Time: 1446.45 ms
[2021-10-03 23:41:10 main:581] : INFO : Epoch 1856 | loss: 0.0311848 | val_loss: 0.031191 | Time: 1537.39 ms
[2021-10-03 23:41:11 main:581] : INFO : Epoch 1857 | loss: 0.0311865 | val_loss: 0.0311903 | Time: 1485.22 ms
[2021-10-03 23:41:13 main:581] : INFO : Epoch 1858 | loss: 0.0311871 | val_loss: 0.0311917 | Time: 1518.97 ms
[2021-10-03 23:41:14 main:581] : INFO : Epoch 1859 | loss: 0.0311869 | val_loss: 0.0311932 | Time: 1526.36 ms
[2021-10-03 23:41:16 main:581] : INFO : Epoch 1860 | loss: 0.0311873 | val_loss: 0.0311922 | Time: 1418.68 ms
[2021-10-03 23:41:17 main:581] : INFO : Epoch 1861 | loss: 0.031185 | val_loss: 0.0311908 | Time: 1422.65 ms
[2021-10-03 23:41:19 main:581] : INFO : Epoch 1862 | loss: 0.0311845 | val_loss: 0.0311937 | Time: 1492.47 ms
[2021-10-03 23:41:20 main:581] : INFO : Epoch 1863 | loss: 0.0311851 | val_loss: 0.031191 | Time: 1499.97 ms
[2021-10-03 23:41:22 main:581] : INFO : Epoch 1864 | loss: 0.0311853 | val_loss: 0.0311885 | Time: 1509.71 ms
[2021-10-03 23:41:23 main:581] : INFO : Epoch 1865 | loss: 0.0311857 | val_loss: 0.0311908 | Time: 1441.51 ms
[2021-10-03 23:41:25 main:581] : INFO : Epoch 1866 | loss: 0.0311892 | val_loss: 0.0311978 | Time: 1443.16 ms
[2021-10-03 23:41:26 main:581] : INFO : Epoch 1867 | loss: 0.0311904 | val_loss: 0.0311947 | Time: 1465.53 ms
[2021-10-03 23:41:27 main:581] : INFO : Epoch 1868 | loss: 0.0311878 | val_loss: 0.0311893 | Time: 1459.5 ms
[2021-10-03 23:41:29 main:581] : INFO : Epoch 1869 | loss: 0.0311877 | val_loss: 0.0311915 | Time: 1572.54 ms
[2021-10-03 23:41:31 main:581] : INFO : Epoch 1870 | loss: 0.0311926 | val_loss: 0.0311939 | Time: 1628.76 ms
[2021-10-03 23:41:32 main:581] : INFO : Epoch 1871 | loss: 0.0311883 | val_loss: 0.0311918 | Time: 1484.87 ms
[2021-10-03 23:41:34 main:581] : INFO : Epoch 1872 | loss: 0.0311893 | val_loss: 0.0311947 | Time: 1547.92 ms
[2021-10-03 23:41:35 main:581] : INFO : Epoch 1873 | loss: 0.0311869 | val_loss: 0.0311912 | Time: 1429.84 ms
[2021-10-03 23:41:37 main:581] : INFO : Epoch 1874 | loss: 0.0311856 | val_loss: 0.0311933 | Time: 1418.73 ms
[2021-10-03 23:41:38 main:581] : INFO : Epoch 1875 | loss: 0.0311858 | val_loss: 0.0311901 | Time: 1483.7 ms
[2021-10-03 23:41:40 main:581] : INFO : Epoch 1876 | loss: 0.0311854 | val_loss: 0.0311904 | Time: 1476.51 ms
[2021-10-03 23:41:41 main:581] : INFO : Epoch 1877 | loss: 0.0311861 | val_loss: 0.0311936 | Time: 1461.81 ms
[2021-10-03 23:41:43 main:581] : INFO : Epoch 1878 | loss: 0.0311877 | val_loss: 0.0311937 | Time: 1521.73 ms
[2021-10-03 23:41:44 main:581] : INFO : Epoch 1879 | loss: 0.0311871 | val_loss: 0.031199 | Time: 1473.17 ms
[2021-10-03 23:41:45 main:581] : INFO : Epoch 1880 | loss: 0.0311879 | val_loss: 0.0311923 | Time: 1453.9 ms
[2021-10-03 23:41:47 main:581] : INFO : Epoch 1881 | loss: 0.0311857 | val_loss: 0.0311902 | Time: 1451.81 ms
[2021-10-03 23:41:48 main:581] : INFO : Epoch 1882 | loss: 0.0311851 | val_loss: 0.0311913 | Time: 1476.03 ms
[2021-10-03 23:41:50 main:581] : INFO : Epoch 1883 | loss: 0.031185 | val_loss: 0.0311917 | Time: 1475.16 ms
[2021-10-03 23:41:51 main:581] : INFO : Epoch 1884 | loss: 0.0311869 | val_loss: 0.0311983 | Time: 1502.56 ms
[2021-10-03 23:41:53 main:581] : INFO : Epoch 1885 | loss: 0.031188 | val_loss: 0.0311905 | Time: 1489.96 ms
[2021-10-03 23:41:54 main:581] : INFO : Epoch 1886 | loss: 0.0311846 | val_loss: 0.0311947 | Time: 1499.8 ms
[2021-10-03 23:41:56 main:581] : INFO : Epoch 1887 | loss: 0.031188 | val_loss: 0.0311961 | Time: 1461.45 ms
[2021-10-03 23:41:57 main:581] : INFO : Epoch 1888 | loss: 0.0311873 | val_loss: 0.0311923 | Time: 1542.27 ms
[2021-10-03 23:41:59 main:581] : INFO : Epoch 1889 | loss: 0.0311866 | val_loss: 0.0311937 | Time: 1478.27 ms
[2021-10-03 23:42:00 main:581] : INFO : Epoch 1890 | loss: 0.031186 | val_loss: 0.0311906 | Time: 1497.52 ms
[2021-10-03 23:42:02 main:581] : INFO : Epoch 1891 | loss: 0.0311864 | val_loss: 0.0311917 | Time: 1450.32 ms
[2021-10-03 23:42:03 main:581] : INFO : Epoch 1892 | loss: 0.031187 | val_loss: 0.0311949 | Time: 1537.42 ms
[2021-10-03 23:42:05 main:581] : INFO : Epoch 1893 | loss: 0.0311878 | val_loss: 0.0311947 | Time: 1412.02 ms
[2021-10-03 23:42:06 main:581] : INFO : Epoch 1894 | loss: 0.0311885 | val_loss: 0.0311915 | Time: 1430.57 ms
[2021-10-03 23:42:08 main:581] : INFO : Epoch 1895 | loss: 0.0311859 | val_loss: 0.0311891 | Time: 1458.77 ms
[2021-10-03 23:42:09 main:581] : INFO : Epoch 1896 | loss: 0.0311839 | val_loss: 0.0311935 | Time: 1452.24 ms
[2021-10-03 23:42:11 main:581] : INFO : Epoch 1897 | loss: 0.0311856 | val_loss: 0.031192 | Time: 1609.15 ms
[2021-10-03 23:42:12 main:581] : INFO : Epoch 1898 | loss: 0.0311871 | val_loss: 0.0311933 | Time: 1537.52 ms
[2021-10-03 23:42:14 main:581] : INFO : Epoch 1899 | loss: 0.0311937 | val_loss: 0.0311942 | Time: 1592.19 ms
[2021-10-03 23:42:15 main:581] : INFO : Epoch 1900 | loss: 0.0311896 | val_loss: 0.0312015 | Time: 1598.47 ms
[2021-10-03 23:42:17 main:581] : INFO : Epoch 1901 | loss: 0.0311884 | val_loss: 0.0311899 | Time: 1423.73 ms
[2021-10-03 23:42:18 main:581] : INFO : Epoch 1902 | loss: 0.0311848 | val_loss: 0.0311887 | Time: 1410.28 ms
[2021-10-03 23:42:20 main:581] : INFO : Epoch 1903 | loss: 0.0311852 | val_loss: 0.0311915 | Time: 1409.82 ms
[2021-10-03 23:42:21 main:581] : INFO : Epoch 1904 | loss: 0.0311849 | val_loss: 0.0311878 | Time: 1467.1 ms
[2021-10-03 23:42:23 main:581] : INFO : Epoch 1905 | loss: 0.0311847 | val_loss: 0.0311879 | Time: 1425.17 ms
[2021-10-03 23:42:24 main:581] : INFO : Epoch 1906 | loss: 0.0311852 | val_loss: 0.0311908 | Time: 1435.52 ms
[2021-10-03 23:42:25 main:581] : INFO : Epoch 1907 | loss: 0.0311859 | val_loss: 0.0311894 | Time: 1425.57 ms
[2021-10-03 23:42:27 main:581] : INFO : Epoch 1908 | loss: 0.0311851 | val_loss: 0.0311885 | Time: 1400.74 ms
[2021-10-03 23:42:28 main:581] : INFO : Epoch 1909 | loss: 0.0311841 | val_loss: 0.031189 | Time: 1476.14 ms
[2021-10-03 23:42:30 main:581] : INFO : Epoch 1910 | loss: 0.0311851 | val_loss: 0.0311956 | Time: 1455.69 ms
[2021-10-03 23:42:31 main:581] : INFO : Epoch 1911 | loss: 0.0311895 | val_loss: 0.0311913 | Time: 1418.83 ms
[2021-10-03 23:42:33 main:581] : INFO : Epoch 1912 | loss: 0.0311878 | val_loss: 0.03119 | Time: 1428.52 ms
[2021-10-03 23:42:34 main:581] : INFO : Epoch 1913 | loss: 0.031189 | val_loss: 0.0311929 | Time: 1439.25 ms
[2021-10-03 23:42:35 main:581] : INFO : Epoch 1914 | loss: 0.0311906 | val_loss: 0.0311916 | Time: 1467.26 ms
[2021-10-03 23:42:37 main:581] : INFO : Epoch 1915 | loss: 0.0311922 | val_loss: 0.0311941 | Time: 1412.53 ms
[2021-10-03 23:42:38 main:581] : INFO : Epoch 1916 | loss: 0.0311874 | val_loss: 0.0311897 | Time: 1428.24 ms
[2021-10-03 23:42:40 main:581] : INFO : Epoch 1917 | loss: 0.0311856 | val_loss: 0.0311898 | Time: 1450.51 ms
[2021-10-03 23:42:41 main:581] : INFO : Epoch 1918 | loss: 0.0311851 | val_loss: 0.031188 | Time: 1449.4 ms
[2021-10-03 23:42:43 main:581] : INFO : Epoch 1919 | loss: 0.0311869 | val_loss: 0.0311955 | Time: 1459.33 ms
[2021-10-03 23:42:44 main:581] : INFO : Epoch 1920 | loss: 0.0311898 | val_loss: 0.0311935 | Time: 1526.29 ms
[2021-10-03 23:42:46 main:581] : INFO : Epoch 1921 | loss: 0.0311924 | val_loss: 0.0311974 | Time: 1580.08 ms
[2021-10-03 23:42:47 main:581] : INFO : Epoch 1922 | loss: 0.0311903 | val_loss: 0.0312028 | Time: 1490.91 ms
[2021-10-03 23:42:49 main:581] : INFO : Epoch 1923 | loss: 0.031193 | val_loss: 0.0311984 | Time: 1435.97 ms
[2021-10-03 23:42:50 main:581] : INFO : Epoch 1924 | loss: 0.0311898 | val_loss: 0.0312009 | Time: 1435.46 ms
[2021-10-03 23:42:52 main:581] : INFO : Epoch 1925 | loss: 0.0311906 | val_loss: 0.0311991 | Time: 1440.37 ms
[2021-10-03 23:42:53 main:581] : INFO : Epoch 1926 | loss: 0.0311898 | val_loss: 0.0311996 | Time: 1435.01 ms
[2021-10-03 23:42:54 main:581] : INFO : Epoch 1927 | loss: 0.0311913 | val_loss: 0.0311991 | Time: 1438.09 ms
[2021-10-03 23:42:56 main:581] : INFO : Epoch 1928 | loss: 0.0311906 | val_loss: 0.0312035 | Time: 1439.51 ms
[2021-10-03 23:42:57 main:581] : INFO : Epoch 1929 | loss: 0.0311882 | val_loss: 0.0311995 | Time: 1439.83 ms
[2021-10-03 23:42:59 main:581] : INFO : Epoch 1930 | loss: 0.0311878 | val_loss: 0.0311942 | Time: 1434.65 ms
[2021-10-03 23:43:00 main:581] : INFO : Epoch 1931 | loss: 0.0311883 | val_loss: 0.0311906 | Time: 1433.43 ms
[2021-10-03 23:43:02 main:581] : INFO : Epoch 1932 | loss: 0.0311885 | val_loss: 0.0311912 | Time: 1462.8 ms
[2021-10-03 23:43:03 main:581] : INFO : Epoch 1933 | loss: 0.0311883 | val_loss: 0.0311936 | Time: 1434.84 ms
[2021-10-03 23:43:05 main:581] : INFO : Epoch 1934 | loss: 0.0311884 | val_loss: 0.0312041 | Time: 1433.96 ms
[2021-10-03 23:43:06 main:581] : INFO : Epoch 1935 | loss: 0.031189 | val_loss: 0.031199 | Time: 1437.18 ms
[2021-10-03 23:43:07 main:581] : INFO : Epoch 1936 | loss: 0.0311877 | val_loss: 0.0311986 | Time: 1434.04 ms
[2021-10-03 23:43:09 main:581] : INFO : Epoch 1937 | loss: 0.0311876 | val_loss: 0.031199 | Time: 1430.9 ms
[2021-10-03 23:43:10 main:581] : INFO : Epoch 1938 | loss: 0.031186 | val_loss: 0.0311985 | Time: 1430.61 ms
[2021-10-03 23:43:12 main:581] : INFO : Epoch 1939 | loss: 0.031188 | val_loss: 0.0311954 | Time: 1429.55 ms
[2021-10-03 23:43:13 main:581] : INFO : Epoch 1940 | loss: 0.0311887 | val_loss: 0.0311959 | Time: 1430.18 ms
[2021-10-03 23:43:15 main:581] : INFO : Epoch 1941 | loss: 0.03119 | val_loss: 0.0311978 | Time: 1427.47 ms
[2021-10-03 23:43:16 main:581] : INFO : Epoch 1942 | loss: 0.0311868 | val_loss: 0.031197 | Time: 1431.64 ms
[2021-10-03 23:43:17 main:581] : INFO : Epoch 1943 | loss: 0.0311863 | val_loss: 0.0311962 | Time: 1437.92 ms
[2021-10-03 23:43:19 main:581] : INFO : Epoch 1944 | loss: 0.0311885 | val_loss: 0.0312046 | Time: 1439.32 ms
[2021-10-03 23:43:20 main:581] : INFO : Epoch 1945 | loss: 0.0311919 | val_loss: 0.0311983 | Time: 1447.34 ms
[2021-10-03 23:43:22 main:581] : INFO : Epoch 1946 | loss: 0.0311914 | val_loss: 0.0311984 | Time: 1442.26 ms
[2021-10-03 23:43:23 main:581] : INFO : Epoch 1947 | loss: 0.0311888 | val_loss: 0.031199 | Time: 1443.94 ms
[2021-10-03 23:43:25 main:581] : INFO : Epoch 1948 | loss: 0.0311859 | val_loss: 0.0311986 | Time: 1467.43 ms
[2021-10-03 23:43:26 main:581] : INFO : Epoch 1949 | loss: 0.0311863 | val_loss: 0.0312054 | Time: 1436.88 ms
[2021-10-03 23:43:28 main:581] : INFO : Epoch 1950 | loss: 0.0311877 | val_loss: 0.0312009 | Time: 1439.12 ms
[2021-10-03 23:43:29 main:581] : INFO : Epoch 1951 | loss: 0.0311939 | val_loss: 0.0311996 | Time: 1435.9 ms
[2021-10-03 23:43:30 main:581] : INFO : Epoch 1952 | loss: 0.0311929 | val_loss: 0.0312103 | Time: 1435.27 ms
[2021-10-03 23:43:32 main:581] : INFO : Epoch 1953 | loss: 0.0311893 | val_loss: 0.0312021 | Time: 1433.33 ms
[2021-10-03 23:43:33 main:581] : INFO : Epoch 1954 | loss: 0.0311917 | val_loss: 0.0312033 | Time: 1431.49 ms
[2021-10-03 23:43:35 main:581] : INFO : Epoch 1955 | loss: 0.0311919 | val_loss: 0.031196 | Time: 1433.58 ms
[2021-10-03 23:43:36 main:581] : INFO : Epoch 1956 | loss: 0.0311932 | val_loss: 0.031197 | Time: 1436.67 ms
[2021-10-03 23:43:38 main:581] : INFO : Epoch 1957 | loss: 0.03119 | val_loss: 0.0311934 | Time: 1433.14 ms
[2021-10-03 23:43:39 main:581] : INFO : Epoch 1958 | loss: 0.0311891 | val_loss: 0.0311922 | Time: 1430.8 ms
[2021-10-03 23:43:40 main:581] : INFO : Epoch 1959 | loss: 0.0311883 | val_loss: 0.0311974 | Time: 1430.39 ms
[2021-10-03 23:43:42 main:581] : INFO : Epoch 1960 | loss: 0.0311899 | val_loss: 0.0312051 | Time: 1437.32 ms
[2021-10-03 23:43:43 main:581] : INFO : Epoch 1961 | loss: 0.0311897 | val_loss: 0.0311981 | Time: 1434.52 ms
[2021-10-03 23:43:45 main:581] : INFO : Epoch 1962 | loss: 0.0311878 | val_loss: 0.0311986 | Time: 1433.63 ms
[2021-10-03 23:43:46 main:581] : INFO : Epoch 1963 | loss: 0.0311867 | val_loss: 0.0311988 | Time: 1435.68 ms
[2021-10-03 23:43:48 main:581] : INFO : Epoch 1964 | loss: 0.0311879 | val_loss: 0.0312018 | Time: 1437.4 ms
[2021-10-03 23:43:49 main:581] : INFO : Epoch 1965 | loss: 0.0311903 | val_loss: 0.0312066 | Time: 1437.84 ms
[2021-10-03 23:43:51 main:581] : INFO : Epoch 1966 | loss: 0.0311888 | val_loss: 0.0312024 | Time: 1435.07 ms
[2021-10-03 23:43:52 main:581] : INFO : Epoch 1967 | loss: 0.0311913 | val_loss: 0.0312004 | Time: 1436.7 ms
[2021-10-03 23:43:53 main:581] : INFO : Epoch 1968 | loss: 0.0311888 | val_loss: 0.0312002 | Time: 1466.61 ms
[2021-10-03 23:43:55 main:581] : INFO : Epoch 1969 | loss: 0.0311865 | val_loss: 0.0312007 | Time: 1439.1 ms
[2021-10-03 23:43:56 main:581] : INFO : Epoch 1970 | loss: 0.0311859 | val_loss: 0.0312015 | Time: 1439.91 ms
[2021-10-03 23:43:58 main:581] : INFO : Epoch 1971 | loss: 0.0311866 | val_loss: 0.031202 | Time: 1436.32 ms
[2021-10-03 23:43:59 main:581] : INFO : Epoch 1972 | loss: 0.0311883 | val_loss: 0.0312062 | Time: 1433.92 ms
[2021-10-03 23:44:01 main:581] : INFO : Epoch 1973 | loss: 0.0311874 | val_loss: 0.0311984 | Time: 1435.23 ms
[2021-10-03 23:44:02 main:581] : INFO : Epoch 1974 | loss: 0.0311861 | val_loss: 0.0311983 | Time: 1438.37 ms
[2021-10-03 23:44:04 main:581] : INFO : Epoch 1975 | loss: 0.0311857 | val_loss: 0.0312015 | Time: 1438.32 ms
[2021-10-03 23:44:05 main:581] : INFO : Epoch 1976 | loss: 0.0311873 | val_loss: 0.0312036 | Time: 1438.61 ms
[2021-10-03 23:44:06 main:581] : INFO : Epoch 1977 | loss: 0.0311889 | val_loss: 0.0312015 | Time: 1438.63 ms
[2021-10-03 23:44:08 main:581] : INFO : Epoch 1978 | loss: 0.0311872 | val_loss: 0.0312008 | Time: 1430.47 ms
[2021-10-03 23:44:09 main:581] : INFO : Epoch 1979 | loss: 0.0311881 | val_loss: 0.0311987 | Time: 1429.31 ms
[2021-10-03 23:44:11 main:581] : INFO : Epoch 1980 | loss: 0.0311874 | val_loss: 0.0312084 | Time: 1432.34 ms
[2021-10-03 23:44:12 main:581] : INFO : Epoch 1981 | loss: 0.0311879 | val_loss: 0.0311968 | Time: 1427.32 ms
[2021-10-03 23:44:14 main:581] : INFO : Epoch 1982 | loss: 0.0311862 | val_loss: 0.0312 | Time: 1430.58 ms
[2021-10-03 23:44:15 main:581] : INFO : Epoch 1983 | loss: 0.0311889 | val_loss: 0.0312125 | Time: 1431.41 ms
[2021-10-03 23:44:16 main:581] : INFO : Epoch 1984 | loss: 0.0311917 | val_loss: 0.0312004 | Time: 1436.18 ms
[2021-10-03 23:44:18 main:581] : INFO : Epoch 1985 | loss: 0.0311877 | val_loss: 0.0311948 | Time: 1439.83 ms
[2021-10-03 23:44:19 main:581] : INFO : Epoch 1986 | loss: 0.0311868 | val_loss: 0.0311979 | Time: 1437.93 ms
[2021-10-03 23:44:21 main:581] : INFO : Epoch 1987 | loss: 0.0311887 | val_loss: 0.0312023 | Time: 1439.23 ms
[2021-10-03 23:44:22 main:581] : INFO : Epoch 1988 | loss: 0.0311874 | val_loss: 0.0311946 | Time: 1432.8 ms
[2021-10-03 23:44:24 main:581] : INFO : Epoch 1989 | loss: 0.0311864 | val_loss: 0.0311945 | Time: 1430.26 ms
[2021-10-03 23:44:25 main:581] : INFO : Epoch 1990 | loss: 0.0311889 | val_loss: 0.031207 | Time: 1428.05 ms
[2021-10-03 23:44:26 main:581] : INFO : Epoch 1991 | loss: 0.0311923 | val_loss: 0.0311987 | Time: 1433.05 ms
[2021-10-03 23:44:28 main:581] : INFO : Epoch 1992 | loss: 0.0311909 | val_loss: 0.031195 | Time: 1435.3 ms
[2021-10-03 23:44:29 main:581] : INFO : Epoch 1993 | loss: 0.0311882 | val_loss: 0.0311904 | Time: 1434.15 ms
[2021-10-03 23:44:31 main:581] : INFO : Epoch 1994 | loss: 0.0311872 | val_loss: 0.0311943 | Time: 1436.53 ms
[2021-10-03 23:44:32 main:581] : INFO : Epoch 1995 | loss: 0.0311878 | val_loss: 0.0311972 | Time: 1433.61 ms
[2021-10-03 23:44:34 main:581] : INFO : Epoch 1996 | loss: 0.0311921 | val_loss: 0.0311973 | Time: 1434.78 ms
[2021-10-03 23:44:35 main:581] : INFO : Epoch 1997 | loss: 0.0311895 | val_loss: 0.0311918 | Time: 1436.24 ms
[2021-10-03 23:44:36 main:581] : INFO : Epoch 1998 | loss: 0.0311909 | val_loss: 0.0311912 | Time: 1429.31 ms
[2021-10-03 23:44:38 main:581] : INFO : Epoch 1999 | loss: 0.0311894 | val_loss: 0.0311925 | Time: 1425.8 ms
[2021-10-03 23:44:39 main:581] : INFO : Epoch 2000 | loss: 0.0311869 | val_loss: 0.0311936 | Time: 1457.19 ms
[2021-10-03 23:44:41 main:581] : INFO : Epoch 2001 | loss: 0.0311882 | val_loss: 0.0311929 | Time: 1437.9 ms
[2021-10-03 23:44:42 main:581] : INFO : Epoch 2002 | loss: 0.031187 | val_loss: 0.0311907 | Time: 1437.59 ms
[2021-10-03 23:44:44 main:581] : INFO : Epoch 2003 | loss: 0.0311864 | val_loss: 0.0311918 | Time: 1433.6 ms
[2021-10-03 23:44:45 main:581] : INFO : Epoch 2004 | loss: 0.0311867 | val_loss: 0.0311925 | Time: 1437.35 ms
[2021-10-03 23:44:47 main:581] : INFO : Epoch 2005 | loss: 0.0311871 | val_loss: 0.0311912 | Time: 1437.78 ms
[2021-10-03 23:44:48 main:581] : INFO : Epoch 2006 | loss: 0.0311857 | val_loss: 0.0312029 | Time: 1437.63 ms
[2021-10-03 23:44:49 main:581] : INFO : Epoch 2007 | loss: 0.0311862 | val_loss: 0.0312 | Time: 1443.31 ms
[2021-10-03 23:44:51 main:581] : INFO : Epoch 2008 | loss: 0.0311858 | val_loss: 0.0311948 | Time: 1436.22 ms
[2021-10-03 23:44:52 main:581] : INFO : Epoch 2009 | loss: 0.0311863 | val_loss: 0.0311922 | Time: 1432.64 ms
[2021-10-03 23:44:54 main:581] : INFO : Epoch 2010 | loss: 0.0311855 | val_loss: 0.0311921 | Time: 1433.51 ms
[2021-10-03 23:44:55 main:581] : INFO : Epoch 2011 | loss: 0.0311841 | val_loss: 0.0311935 | Time: 1441.2 ms
[2021-10-03 23:44:57 main:581] : INFO : Epoch 2012 | loss: 0.0311857 | val_loss: 0.031201 | Time: 1436.67 ms
[2021-10-03 23:44:58 main:581] : INFO : Epoch 2013 | loss: 0.0311865 | val_loss: 0.0311976 | Time: 1432.2 ms
[2021-10-03 23:44:59 main:581] : INFO : Epoch 2014 | loss: 0.0311864 | val_loss: 0.0311938 | Time: 1434.93 ms
[2021-10-03 23:45:01 main:581] : INFO : Epoch 2015 | loss: 0.031187 | val_loss: 0.0311985 | Time: 1438.13 ms
[2021-10-03 23:45:02 main:581] : INFO : Epoch 2016 | loss: 0.0311871 | val_loss: 0.0311915 | Time: 1443.37 ms
[2021-10-03 23:45:04 main:581] : INFO : Epoch 2017 | loss: 0.0311859 | val_loss: 0.0311895 | Time: 1442.96 ms
[2021-10-03 23:45:05 main:581] : INFO : Epoch 2018 | loss: 0.0311862 | val_loss: 0.0311893 | Time: 1445.23 ms
[2021-10-03 23:45:07 main:581] : INFO : Epoch 2019 | loss: 0.0311857 | val_loss: 0.0311906 | Time: 1438.92 ms
[2021-10-03 23:45:08 main:581] : INFO : Epoch 2020 | loss: 0.0311849 | val_loss: 0.0311913 | Time: 1434.54 ms
[2021-10-03 23:45:10 main:581] : INFO : Epoch 2021 | loss: 0.031187 | val_loss: 0.0311913 | Time: 1431.01 ms
[2021-10-03 23:45:11 main:581] : INFO : Epoch 2022 | loss: 0.0311899 | val_loss: 0.0311901 | Time: 1437.54 ms
[2021-10-03 23:45:12 main:581] : INFO : Epoch 2023 | loss: 0.0311889 | val_loss: 0.0311894 | Time: 1443.33 ms
[2021-10-03 23:45:14 main:581] : INFO : Epoch 2024 | loss: 0.0311875 | val_loss: 0.031191 | Time: 1441.19 ms
[2021-10-03 23:45:15 main:581] : INFO : Epoch 2025 | loss: 0.0311924 | val_loss: 0.0312031 | Time: 1440.78 ms
[2021-10-03 23:45:17 main:581] : INFO : Epoch 2026 | loss: 0.0311927 | val_loss: 0.0311923 | Time: 1440.44 ms
[2021-10-03 23:45:18 main:581] : INFO : Epoch 2027 | loss: 0.031189 | val_loss: 0.0311894 | Time: 1435.93 ms
[2021-10-03 23:45:20 main:581] : INFO : Epoch 2028 | loss: 0.0311869 | val_loss: 0.0311884 | Time: 1439.53 ms
[2021-10-03 23:45:21 main:581] : INFO : Epoch 2029 | loss: 0.0311855 | val_loss: 0.0311884 | Time: 1440.03 ms
[2021-10-03 23:45:23 main:581] : INFO : Epoch 2030 | loss: 0.031185 | val_loss: 0.0311898 | Time: 1444.67 ms
[2021-10-03 23:45:24 main:581] : INFO : Epoch 2031 | loss: 0.0311859 | val_loss: 0.0311895 | Time: 1440.62 ms
[2021-10-03 23:45:25 main:581] : INFO : Epoch 2032 | loss: 0.031185 | val_loss: 0.0311896 | Time: 1438.68 ms
[2021-10-03 23:45:27 main:581] : INFO : Epoch 2033 | loss: 0.0311871 | val_loss: 0.0311898 | Time: 1437.15 ms
[2021-10-03 23:45:28 main:581] : INFO : Epoch 2034 | loss: 0.0311835 | val_loss: 0.0311883 | Time: 1436.06 ms
[2021-10-03 23:45:30 main:581] : INFO : Epoch 2035 | loss: 0.0311844 | val_loss: 0.0311964 | Time: 1444.76 ms
[2021-10-03 23:45:31 main:581] : INFO : Epoch 2036 | loss: 0.0311866 | val_loss: 0.0311905 | Time: 1443.92 ms
[2021-10-03 23:45:33 main:581] : INFO : Epoch 2037 | loss: 0.0311862 | val_loss: 0.0311906 | Time: 1446.28 ms
[2021-10-03 23:45:34 main:581] : INFO : Epoch 2038 | loss: 0.0311838 | val_loss: 0.0311893 | Time: 1422.11 ms
[2021-10-03 23:45:36 main:581] : INFO : Epoch 2039 | loss: 0.0311847 | val_loss: 0.031188 | Time: 1520.43 ms
[2021-10-03 23:45:37 main:581] : INFO : Epoch 2040 | loss: 0.0311821 | val_loss: 0.0311875 | Time: 1440 ms
[2021-10-03 23:45:38 main:581] : INFO : Epoch 2041 | loss: 0.0311824 | val_loss: 0.0311926 | Time: 1451.08 ms
[2021-10-03 23:45:40 main:581] : INFO : Epoch 2042 | loss: 0.0311866 | val_loss: 0.0311879 | Time: 1492.7 ms
[2021-10-03 23:45:41 main:581] : INFO : Epoch 2043 | loss: 0.0311866 | val_loss: 0.0311946 | Time: 1476.4 ms
[2021-10-03 23:45:43 main:581] : INFO : Epoch 2044 | loss: 0.031184 | val_loss: 0.0311885 | Time: 1426.98 ms
[2021-10-03 23:45:44 main:581] : INFO : Epoch 2045 | loss: 0.0311844 | val_loss: 0.031191 | Time: 1439.26 ms
[2021-10-03 23:45:46 main:581] : INFO : Epoch 2046 | loss: 0.0311856 | val_loss: 0.0311904 | Time: 1475.01 ms
[2021-10-03 23:45:47 main:581] : INFO : Epoch 2047 | loss: 0.0311849 | val_loss: 0.0311893 | Time: 1441.65 ms
[2021-10-03 23:45:49 main:581] : INFO : Epoch 2048 | loss: 0.0311844 | val_loss: 0.0311891 | Time: 1466.32 ms
[2021-10-03 23:45:49 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311891
[2021-10-03 23:45:49 main:610] : INFO : Saving end state to config to file
[2021-10-03 23:45:49 main:615] : INFO : Success, exiting..
23:45:49 (11370): 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)