Task 7791818
| Name | ParityModified-1631727701-9912-2_1 |
| Workunit | 5166031 |
| Created | 3 Oct 2021, 18:56:50 UTC |
| Sent | 3 Oct 2021, 20:39:14 UTC |
| Report deadline | 10 Oct 2021, 20:39:14 UTC |
| Received | 5 Oct 2021, 1:24:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15474 |
| Run time | 52 min 38 sec |
| CPU time | 52 min 36 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> 0-05 03:10:33 main:581] : INFO : Epoch 1538 | loss: 0.0311949 | val_loss: 0.0311909 | Time: 1593.9 ms [2021-10-05 03:10:34 main:581] : INFO : Epoch 1539 | loss: 0.0311943 | val_loss: 0.0311908 | Time: 1672.94 ms [2021-10-05 03:10:36 main:581] : INFO : Epoch 1540 | loss: 0.0311937 | val_loss: 0.0311902 | Time: 1708.71 ms [2021-10-05 03:10:38 main:581] : INFO : Epoch 1541 | loss: 0.0311937 | val_loss: 0.03119 | Time: 1644.94 ms [2021-10-05 03:10:39 main:581] : INFO : Epoch 1542 | loss: 0.0311942 | val_loss: 0.0311906 | Time: 1555.87 ms [2021-10-05 03:10:41 main:581] : INFO : Epoch 1543 | loss: 0.0311948 | val_loss: 0.0311914 | Time: 1517.14 ms [2021-10-05 03:10:42 main:581] : INFO : Epoch 1544 | loss: 0.0311952 | val_loss: 0.0311923 | Time: 1517.62 ms [2021-10-05 03:10:44 main:581] : INFO : Epoch 1545 | loss: 0.0311949 | val_loss: 0.0311906 | Time: 1524.65 ms [2021-10-05 03:10:46 main:581] : INFO : Epoch 1546 | loss: 0.0311954 | val_loss: 0.0311929 | Time: 1655.11 ms [2021-10-05 03:10:47 main:581] : INFO : Epoch 1547 | loss: 0.0311945 | val_loss: 0.0311901 | Time: 1670.85 ms [2021-10-05 03:10:49 main:581] : INFO : Epoch 1548 | loss: 0.0311938 | val_loss: 0.0311901 | Time: 1625.05 ms [2021-10-05 03:10:50 main:581] : INFO : Epoch 1549 | loss: 0.0311933 | val_loss: 0.0311907 | Time: 1523.29 ms [2021-10-05 03:10:52 main:581] : INFO : Epoch 1550 | loss: 0.0311935 | val_loss: 0.0311906 | Time: 1651.17 ms [2021-10-05 03:10:54 main:581] : INFO : Epoch 1551 | loss: 0.0311952 | val_loss: 0.0311958 | Time: 1625.14 ms [2021-10-05 03:10:55 main:581] : INFO : Epoch 1552 | loss: 0.031195 | val_loss: 0.031193 | Time: 1610.37 ms [2021-10-05 03:10:57 main:581] : INFO : Epoch 1553 | loss: 0.0311938 | val_loss: 0.0311909 | Time: 1657.73 ms [2021-10-05 03:10:59 main:581] : INFO : Epoch 1554 | loss: 0.0311933 | val_loss: 0.0311916 | Time: 1715.08 ms [2021-10-05 03:11:00 main:581] : INFO : Epoch 1555 | loss: 0.031194 | val_loss: 0.0311915 | Time: 1676.46 ms [2021-10-05 03:11:02 main:581] : INFO : Epoch 1556 | loss: 0.0311942 | val_loss: 0.0311958 | Time: 1514.06 ms [2021-10-05 03:11:03 main:581] : INFO : Epoch 1557 | loss: 0.0311945 | val_loss: 0.031192 | Time: 1512.39 ms [2021-10-05 03:11:05 main:581] : INFO : Epoch 1558 | loss: 0.0311934 | val_loss: 0.0311927 | Time: 1589.28 ms [2021-10-05 03:11:07 main:581] : INFO : Epoch 1559 | loss: 0.0311939 | val_loss: 0.0311926 | Time: 1530.79 ms [2021-10-05 03:11:08 main:581] : INFO : Epoch 1560 | loss: 0.0311939 | val_loss: 0.0311907 | Time: 1478.05 ms [2021-10-05 03:11:10 main:581] : INFO : Epoch 1561 | loss: 0.0311933 | val_loss: 0.0311912 | Time: 1541.69 ms [2021-10-05 03:11:11 main:581] : INFO : Epoch 1562 | loss: 0.0311952 | val_loss: 0.0311902 | Time: 1679.7 ms [2021-10-05 03:11:13 main:581] : INFO : Epoch 1563 | loss: 0.0311931 | val_loss: 0.03119 | Time: 1639.03 ms [2021-10-05 03:11:15 main:581] : INFO : Epoch 1564 | loss: 0.0311931 | val_loss: 0.0311905 | Time: 1681.57 ms [2021-10-05 03:11:16 main:581] : INFO : Epoch 1565 | loss: 0.0311939 | val_loss: 0.0311908 | Time: 1656.23 ms [2021-10-05 03:11:18 main:581] : INFO : Epoch 1566 | loss: 0.0311936 | val_loss: 0.0311917 | Time: 1667.55 ms [2021-10-05 03:11:20 main:581] : INFO : Epoch 1567 | loss: 0.0311927 | val_loss: 0.0311898 | Time: 1645.61 ms [2021-10-05 03:11:21 main:581] : INFO : Epoch 1568 | loss: 0.0311927 | val_loss: 0.03119 | Time: 1696.27 ms [2021-10-05 03:11:23 main:581] : INFO : Epoch 1569 | loss: 0.0311924 | val_loss: 0.0311915 | Time: 1677.11 ms [2021-10-05 03:11:24 main:581] : INFO : Epoch 1570 | loss: 0.031193 | val_loss: 0.0311911 | Time: 1481.02 ms [2021-10-05 03:11:26 main:581] : INFO : Epoch 1571 | loss: 0.0311948 | val_loss: 0.031191 | Time: 1550.39 ms [2021-10-05 03:11:27 main:581] : INFO : Epoch 1572 | loss: 0.0311932 | val_loss: 0.0311908 | Time: 1583.54 ms [2021-10-05 03:11:29 main:581] : INFO : Epoch 1573 | loss: 0.031192 | val_loss: 0.0311897 | Time: 1565.56 ms [2021-10-05 03:11:31 main:581] : INFO : Epoch 1574 | loss: 0.031195 | val_loss: 0.0311906 | Time: 1453.92 ms [2021-10-05 03:11:32 main:581] : INFO : Epoch 1575 | loss: 0.0311929 | val_loss: 0.0311904 | Time: 1477.93 ms [2021-10-05 03:11:34 main:581] : INFO : Epoch 1576 | loss: 0.0311932 | val_loss: 0.0311906 | Time: 1692.42 ms [2021-10-05 03:11:35 main:581] : INFO : Epoch 1577 | loss: 0.0311941 | val_loss: 0.0311924 | Time: 1684.48 ms [2021-10-05 03:11:37 main:581] : INFO : Epoch 1578 | loss: 0.0311936 | val_loss: 0.0311923 | Time: 1672.16 ms [2021-10-05 03:11:39 main:581] : INFO : Epoch 1579 | loss: 0.0311929 | val_loss: 0.0311899 | Time: 1602.12 ms [2021-10-05 03:11:40 main:581] : INFO : Epoch 1580 | loss: 0.0311932 | val_loss: 0.031191 | Time: 1677.9 ms [2021-10-05 03:11:42 main:581] : INFO : Epoch 1581 | loss: 0.0311925 | val_loss: 0.0311925 | Time: 1604.35 ms [2021-10-05 03:11:44 main:581] : INFO : Epoch 1582 | loss: 0.0311923 | val_loss: 0.031192 | Time: 1718.46 ms [2021-10-05 03:11:45 main:581] : INFO : Epoch 1583 | loss: 0.0311937 | val_loss: 0.031191 | Time: 1734.52 ms [2021-10-05 03:11:47 main:581] : INFO : Epoch 1584 | loss: 0.0311932 | val_loss: 0.0311904 | Time: 1631.41 ms [2021-10-05 03:11:49 main:581] : INFO : Epoch 1585 | loss: 0.0311925 | val_loss: 0.0311917 | Time: 1541.15 ms [2021-10-05 03:11:50 main:581] : INFO : Epoch 1586 | loss: 0.031193 | val_loss: 0.0311895 | Time: 1517.88 ms [2021-10-05 03:11:52 main:581] : INFO : Epoch 1587 | loss: 0.0311922 | val_loss: 0.0311902 | Time: 1579.94 ms [2021-10-05 03:11:53 main:581] : INFO : Epoch 1588 | loss: 0.031192 | val_loss: 0.0311918 | Time: 1465.23 ms [2021-10-05 03:11:55 main:581] : INFO : Epoch 1589 | loss: 0.0311916 | val_loss: 0.0311894 | Time: 1637.74 ms [2021-10-05 03:11:56 main:581] : INFO : Epoch 1590 | loss: 0.0311914 | val_loss: 0.0311904 | Time: 1668.33 ms [2021-10-05 03:11:58 main:581] : INFO : Epoch 1591 | loss: 0.0311912 | val_loss: 0.0311901 | Time: 1620.55 ms [2021-10-05 03:12:00 main:581] : INFO : Epoch 1592 | loss: 0.0311947 | val_loss: 0.0311924 | Time: 1679.02 ms [2021-10-05 03:12:01 main:581] : INFO : Epoch 1593 | loss: 0.0311944 | val_loss: 0.0311952 | Time: 1645.31 ms [2021-10-05 03:12:03 main:581] : INFO : Epoch 1594 | loss: 0.0311927 | val_loss: 0.0311896 | Time: 1679.55 ms [2021-10-05 03:12:05 main:581] : INFO : Epoch 1595 | loss: 0.0311916 | val_loss: 0.0311897 | Time: 1600.9 ms [2021-10-05 03:12:06 main:581] : INFO : Epoch 1596 | loss: 0.0311916 | val_loss: 0.0311907 | Time: 1535.37 ms [2021-10-05 03:12:08 main:581] : INFO : Epoch 1597 | loss: 0.0311923 | val_loss: 0.0311903 | Time: 1640.53 ms [2021-10-05 03:12:09 main:581] : INFO : Epoch 1598 | loss: 0.0311921 | val_loss: 0.0311908 | Time: 1601.31 ms [2021-10-05 03:12:11 main:581] : INFO : Epoch 1599 | loss: 0.0311934 | val_loss: 0.031192 | Time: 1576.8 ms [2021-10-05 03:12:12 main:581] : INFO : Epoch 1600 | loss: 0.0311931 | val_loss: 0.0311935 | Time: 1446.02 ms [2021-10-05 03:12:14 main:581] : INFO : Epoch 1601 | loss: 0.0311929 | val_loss: 0.0311896 | Time: 1487.17 ms [2021-10-05 03:12:16 main:581] : INFO : Epoch 1602 | loss: 0.0311922 | val_loss: 0.0311895 | Time: 1609.21 ms [2021-10-05 03:12:17 main:581] : INFO : Epoch 1603 | loss: 0.0311925 | val_loss: 0.0311901 | Time: 1537.73 ms [2021-10-05 03:12:19 main:581] : INFO : Epoch 1604 | loss: 0.0311922 | val_loss: 0.0311891 | Time: 1682.83 ms [2021-10-05 03:12:20 main:581] : INFO : Epoch 1605 | loss: 0.0311931 | val_loss: 0.03119 | Time: 1671.48 ms [2021-10-05 03:12:22 main:581] : INFO : Epoch 1606 | loss: 0.0311921 | val_loss: 0.0311934 | Time: 1623.94 ms [2021-10-05 03:12:24 main:581] : INFO : Epoch 1607 | loss: 0.031193 | val_loss: 0.031191 | Time: 1659.69 ms [2021-10-05 03:12:25 main:581] : INFO : Epoch 1608 | loss: 0.0311919 | val_loss: 0.0311901 | Time: 1645.06 ms [2021-10-05 03:12:27 main:581] : INFO : Epoch 1609 | loss: 0.0311923 | val_loss: 0.0311903 | Time: 1613.03 ms [2021-10-05 03:12:29 main:581] : INFO : Epoch 1610 | loss: 0.031198 | val_loss: 0.0312082 | Time: 1516.11 ms [2021-10-05 03:12:30 main:581] : INFO : Epoch 1611 | loss: 0.0311956 | val_loss: 0.0311932 | Time: 1522.39 ms [2021-10-05 03:12:32 main:581] : INFO : Epoch 1612 | loss: 0.0311917 | val_loss: 0.0311892 | Time: 1523.08 ms [2021-10-05 03:12:33 main:581] : INFO : Epoch 1613 | loss: 0.0311914 | val_loss: 0.0311915 | Time: 1669.63 ms [2021-10-05 03:12:35 main:581] : INFO : Epoch 1614 | loss: 0.0311917 | val_loss: 0.0311895 | Time: 1644.89 ms [2021-10-05 03:12:37 main:581] : INFO : Epoch 1615 | loss: 0.0311915 | val_loss: 0.0311914 | Time: 1665.38 ms [2021-10-05 03:12:38 main:581] : INFO : Epoch 1616 | loss: 0.0311917 | val_loss: 0.0311929 | Time: 1552 ms [2021-10-05 03:12:40 main:581] : INFO : Epoch 1617 | loss: 0.0311907 | val_loss: 0.031189 | Time: 1514.33 ms [2021-10-05 03:12:41 main:581] : INFO : Epoch 1618 | loss: 0.0311908 | val_loss: 0.0311885 | Time: 1608.69 ms [2021-10-05 03:12:43 main:581] : INFO : Epoch 1619 | loss: 0.0311908 | val_loss: 0.0311899 | Time: 1673.15 ms [2021-10-05 03:12:45 main:581] : INFO : Epoch 1620 | loss: 0.0311919 | val_loss: 0.0311984 | Time: 1655.17 ms [2021-10-05 03:12:46 main:581] : INFO : Epoch 1621 | loss: 0.0311946 | val_loss: 0.0311908 | Time: 1649.1 ms [2021-10-05 03:12:48 main:581] : INFO : Epoch 1622 | loss: 0.0311917 | val_loss: 0.0311886 | Time: 1653.21 ms [2021-10-05 03:12:50 main:581] : INFO : Epoch 1623 | loss: 0.0311913 | val_loss: 0.0311887 | Time: 1672.86 ms [2021-10-05 03:12:51 main:581] : INFO : Epoch 1624 | loss: 0.0311908 | val_loss: 0.0311895 | Time: 1565.83 ms [2021-10-05 03:12:53 main:581] : INFO : Epoch 1625 | loss: 0.0311925 | val_loss: 0.03119 | Time: 1606.2 ms [2021-10-05 03:12:54 main:581] : INFO : Epoch 1626 | loss: 0.0311936 | val_loss: 0.0311923 | Time: 1561.05 ms [2021-10-05 03:12:56 main:581] : INFO : Epoch 1627 | loss: 0.0311935 | val_loss: 0.0311905 | Time: 1556.62 ms [2021-10-05 03:12:57 main:581] : INFO : Epoch 1628 | loss: 0.0311911 | val_loss: 0.0311888 | Time: 1625.28 ms [2021-10-05 03:12:59 main:581] : INFO : Epoch 1629 | loss: 0.0311908 | val_loss: 0.0311886 | Time: 1670.53 ms [2021-10-05 03:13:01 main:581] : INFO : Epoch 1630 | loss: 0.0311918 | val_loss: 0.0311899 | Time: 1674.1 ms [2021-10-05 03:13:02 main:581] : INFO : Epoch 1631 | loss: 0.0311904 | val_loss: 0.0311897 | Time: 1599.09 ms [2021-10-05 03:13:04 main:581] : INFO : Epoch 1632 | loss: 0.0311914 | val_loss: 0.03119 | Time: 1637.08 ms [2021-10-05 03:13:06 main:581] : INFO : Epoch 1633 | loss: 0.0311906 | val_loss: 0.0311879 | Time: 1624.93 ms [2021-10-05 03:13:07 main:581] : INFO : Epoch 1634 | loss: 0.0311907 | val_loss: 0.0311887 | Time: 1677.43 ms [2021-10-05 03:13:09 main:581] : INFO : Epoch 1635 | loss: 0.0311911 | val_loss: 0.0311885 | Time: 1672.84 ms [2021-10-05 03:13:11 main:581] : INFO : Epoch 1636 | loss: 0.0311919 | val_loss: 0.0311909 | Time: 1737.38 ms [2021-10-05 03:13:12 main:581] : INFO : Epoch 1637 | loss: 0.0311934 | val_loss: 0.0311889 | Time: 1502.64 ms [2021-10-05 03:13:14 main:581] : INFO : Epoch 1638 | loss: 0.0311929 | val_loss: 0.0311886 | Time: 1531.71 ms [2021-10-05 03:13:15 main:581] : INFO : Epoch 1639 | loss: 0.0311904 | val_loss: 0.0311884 | Time: 1515.71 ms [2021-10-05 03:13:17 main:581] : INFO : Epoch 1640 | loss: 0.03119 | val_loss: 0.0311898 | Time: 1538.65 ms [2021-10-05 03:13:18 main:581] : INFO : Epoch 1641 | loss: 0.0311904 | val_loss: 0.0311887 | Time: 1525.9 ms [2021-10-05 03:13:20 main:581] : INFO : Epoch 1642 | loss: 0.0311922 | val_loss: 0.0311894 | Time: 1648.85 ms [2021-10-05 03:13:22 main:581] : INFO : Epoch 1643 | loss: 0.0311907 | val_loss: 0.031189 | Time: 1664.72 ms [2021-10-05 03:13:23 main:581] : INFO : Epoch 1644 | loss: 0.0311909 | val_loss: 0.0311886 | Time: 1675.05 ms [2021-10-05 03:13:25 main:581] : INFO : Epoch 1645 | loss: 0.031191 | val_loss: 0.0311894 | Time: 1635.27 ms [2021-10-05 03:13:27 main:581] : INFO : Epoch 1646 | loss: 0.0311907 | val_loss: 0.031189 | Time: 1649.88 ms [2021-10-05 03:13:28 main:581] : INFO : Epoch 1647 | loss: 0.0311901 | val_loss: 0.0311902 | Time: 1690.2 ms [2021-10-05 03:13:30 main:581] : INFO : Epoch 1648 | loss: 0.0311908 | val_loss: 0.0311921 | Time: 1549.61 ms [2021-10-05 03:13:32 main:581] : INFO : Epoch 1649 | loss: 0.0311927 | val_loss: 0.0311889 | Time: 1659.32 ms [2021-10-05 03:13:33 main:581] : INFO : Epoch 1650 | loss: 0.031196 | val_loss: 0.0311931 | Time: 1625.42 ms [2021-10-05 03:13:35 main:581] : INFO : Epoch 1651 | loss: 0.0311928 | val_loss: 0.0311952 | Time: 1515.95 ms [2021-10-05 03:13:36 main:581] : INFO : Epoch 1652 | loss: 0.0311913 | val_loss: 0.0311887 | Time: 1520.15 ms [2021-10-05 03:13:38 main:581] : INFO : Epoch 1653 | loss: 0.0311896 | val_loss: 0.031188 | Time: 1565.93 ms [2021-10-05 03:13:39 main:581] : INFO : Epoch 1654 | loss: 0.0311895 | val_loss: 0.031188 | Time: 1543.65 ms [2021-10-05 03:13:41 main:581] : INFO : Epoch 1655 | loss: 0.0311904 | val_loss: 0.0311908 | Time: 1614.1 ms [2021-10-05 03:13:42 main:581] : INFO : Epoch 1656 | loss: 0.031191 | val_loss: 0.0311899 | Time: 1490.07 ms [2021-10-05 03:13:44 main:581] : INFO : Epoch 1657 | loss: 0.0311894 | val_loss: 0.0311897 | Time: 1538.76 ms [2021-10-05 03:13:46 main:581] : INFO : Epoch 1658 | loss: 0.0311896 | val_loss: 0.0311896 | Time: 1655.03 ms [2021-10-05 03:13:47 main:581] : INFO : Epoch 1659 | loss: 0.0311903 | val_loss: 0.0311889 | Time: 1703.21 ms [2021-10-05 03:13:49 main:581] : INFO : Epoch 1660 | loss: 0.0311892 | val_loss: 0.0311878 | Time: 1591.92 ms [2021-10-05 03:13:51 main:581] : INFO : Epoch 1661 | loss: 0.0311902 | val_loss: 0.0311953 | Time: 1678.47 ms [2021-10-05 03:13:52 main:581] : INFO : Epoch 1662 | loss: 0.0311913 | val_loss: 0.0311881 | Time: 1676.62 ms [2021-10-05 03:13:54 main:581] : INFO : Epoch 1663 | loss: 0.0311895 | val_loss: 0.0311878 | Time: 1572.99 ms [2021-10-05 03:13:55 main:581] : INFO : Epoch 1664 | loss: 0.0311887 | val_loss: 0.0311878 | Time: 1595.73 ms [2021-10-05 03:13:57 main:581] : INFO : Epoch 1665 | loss: 0.0311894 | val_loss: 0.0311879 | Time: 1683.17 ms [2021-10-05 03:13:59 main:581] : INFO : Epoch 1666 | loss: 0.0311886 | val_loss: 0.0311874 | Time: 1530.4 ms [2021-10-05 03:14:00 main:581] : INFO : Epoch 1667 | loss: 0.0311913 | val_loss: 0.0311877 | Time: 1539.26 ms [2021-10-05 03:14:02 main:581] : INFO : Epoch 1668 | loss: 0.0311897 | val_loss: 0.0311906 | Time: 1513.6 ms [2021-10-05 03:14:03 main:581] : INFO : Epoch 1669 | loss: 0.0311889 | val_loss: 0.0311881 | Time: 1632.75 ms [2021-10-05 03:14:05 main:581] : INFO : Epoch 1670 | loss: 0.0311886 | val_loss: 0.0311881 | Time: 1583.39 ms [2021-10-05 03:14:06 main:581] : INFO : Epoch 1671 | loss: 0.0311884 | val_loss: 0.0311878 | Time: 1557.14 ms [2021-10-05 03:14:08 main:581] : INFO : Epoch 1672 | loss: 0.0311886 | val_loss: 0.0311888 | Time: 1652.7 ms [2021-10-05 03:14:10 main:581] : INFO : Epoch 1673 | loss: 0.0311927 | val_loss: 0.0311949 | Time: 1645.91 ms [2021-10-05 03:14:11 main:581] : INFO : Epoch 1674 | loss: 0.0311913 | val_loss: 0.0311915 | Time: 1631.05 ms [2021-10-05 03:14:13 main:581] : INFO : Epoch 1675 | loss: 0.03119 | val_loss: 0.0311896 | Time: 1676.81 ms [2021-10-05 03:14:15 main:581] : INFO : Epoch 1676 | loss: 0.0311893 | val_loss: 0.0311896 | Time: 1694.13 ms [2021-10-05 03:14:16 main:581] : INFO : Epoch 1677 | loss: 0.0311917 | val_loss: 0.0311879 | Time: 1598.21 ms [2021-10-05 03:14:18 main:581] : INFO : Epoch 1678 | loss: 0.0311936 | val_loss: 0.03122 | Time: 1544.06 ms [2021-10-05 03:14:20 main:581] : INFO : Epoch 1679 | loss: 0.0312131 | val_loss: 0.0311937 | Time: 1621.81 ms [2021-10-05 03:14:21 main:581] : INFO : Epoch 1680 | loss: 0.0311931 | val_loss: 0.0311902 | Time: 1588.83 ms [2021-10-05 03:14:23 main:581] : INFO : Epoch 1681 | loss: 0.0311902 | val_loss: 0.0311881 | Time: 1567.18 ms [2021-10-05 03:14:24 main:581] : INFO : Epoch 1682 | loss: 0.0311882 | val_loss: 0.031187 | Time: 1551.85 ms [2021-10-05 03:14:26 main:581] : INFO : Epoch 1683 | loss: 0.0311881 | val_loss: 0.0311896 | Time: 1426.55 ms [2021-10-05 03:14:27 main:581] : INFO : Epoch 1684 | loss: 0.0311878 | val_loss: 0.031187 | Time: 1445.27 ms [2021-10-05 03:14:29 main:581] : INFO : Epoch 1685 | loss: 0.0311878 | val_loss: 0.0311871 | Time: 1504.79 ms [2021-10-05 03:14:30 main:581] : INFO : Epoch 1686 | loss: 0.0311871 | val_loss: 0.0311867 | Time: 1515.26 ms [2021-10-05 03:14:32 main:581] : INFO : Epoch 1687 | loss: 0.0311878 | val_loss: 0.0311875 | Time: 1673.56 ms [2021-10-05 03:14:33 main:581] : INFO : Epoch 1688 | loss: 0.0311904 | val_loss: 0.031188 | Time: 1541.53 ms [2021-10-05 03:14:35 main:581] : INFO : Epoch 1689 | loss: 0.031188 | val_loss: 0.0311863 | Time: 1530.7 ms [2021-10-05 03:14:36 main:581] : INFO : Epoch 1690 | loss: 0.0311891 | val_loss: 0.0311889 | Time: 1606.17 ms [2021-10-05 03:14:38 main:581] : INFO : Epoch 1691 | loss: 0.0311881 | val_loss: 0.0311863 | Time: 1646.57 ms [2021-10-05 03:14:40 main:581] : INFO : Epoch 1692 | loss: 0.0311872 | val_loss: 0.0311861 | Time: 1656.38 ms [2021-10-05 03:14:41 main:581] : INFO : Epoch 1693 | loss: 0.0311866 | val_loss: 0.0311876 | Time: 1474.66 ms [2021-10-05 03:14:43 main:581] : INFO : Epoch 1694 | loss: 0.0311871 | val_loss: 0.0311873 | Time: 1466.27 ms [2021-10-05 03:14:44 main:581] : INFO : Epoch 1695 | loss: 0.0311877 | val_loss: 0.0311871 | Time: 1502.98 ms [2021-10-05 03:14:46 main:581] : INFO : Epoch 1696 | loss: 0.0311872 | val_loss: 0.0311881 | Time: 1654.51 ms [2021-10-05 03:14:48 main:581] : INFO : Epoch 1697 | loss: 0.0311881 | val_loss: 0.0311947 | Time: 1704.15 ms [2021-10-05 03:14:49 main:581] : INFO : Epoch 1698 | loss: 0.0311906 | val_loss: 0.0311878 | Time: 1516.01 ms [2021-10-05 03:14:51 main:581] : INFO : Epoch 1699 | loss: 0.0311869 | val_loss: 0.0311869 | Time: 1480.79 ms [2021-10-05 03:14:52 main:581] : INFO : Epoch 1700 | loss: 0.0311876 | val_loss: 0.0311865 | Time: 1537.9 ms [2021-10-05 03:14:54 main:581] : INFO : Epoch 1701 | loss: 0.0311865 | val_loss: 0.0311863 | Time: 1613.73 ms [2021-10-05 03:14:55 main:581] : INFO : Epoch 1702 | loss: 0.0311871 | val_loss: 0.0311866 | Time: 1648.91 ms [2021-10-05 03:14:57 main:581] : INFO : Epoch 1703 | loss: 0.0311861 | val_loss: 0.0311861 | Time: 1595.39 ms [2021-10-05 03:14:59 main:581] : INFO : Epoch 1704 | loss: 0.031186 | val_loss: 0.0311865 | Time: 1616.32 ms [2021-10-05 03:15:00 main:581] : INFO : Epoch 1705 | loss: 0.0311865 | val_loss: 0.0311864 | Time: 1679.79 ms [2021-10-05 03:15:02 main:581] : INFO : Epoch 1706 | loss: 0.0311859 | val_loss: 0.0311877 | Time: 1549.4 ms [2021-10-05 03:15:03 main:581] : INFO : Epoch 1707 | loss: 0.0311871 | val_loss: 0.031186 | Time: 1558.45 ms [2021-10-05 03:15:05 main:581] : INFO : Epoch 1708 | loss: 0.0311861 | val_loss: 0.0311871 | Time: 1563.86 ms [2021-10-05 03:15:06 main:581] : INFO : Epoch 1709 | loss: 0.0311867 | val_loss: 0.0311862 | Time: 1528.26 ms [2021-10-05 03:15:08 main:581] : INFO : Epoch 1710 | loss: 0.0311857 | val_loss: 0.0311862 | Time: 1496.24 ms [2021-10-05 03:15:10 main:581] : INFO : Epoch 1711 | loss: 0.0311886 | val_loss: 0.0311859 | Time: 1557.57 ms [2021-10-05 03:15:11 main:581] : INFO : Epoch 1712 | loss: 0.0311885 | val_loss: 0.031186 | Time: 1649.86 ms [2021-10-05 03:15:13 main:581] : INFO : Epoch 1713 | loss: 0.0311893 | val_loss: 0.031186 | Time: 1693.96 ms [2021-10-05 03:15:14 main:581] : INFO : Epoch 1714 | loss: 0.0311906 | val_loss: 0.0311909 | Time: 1578.02 ms [2021-10-05 03:15:16 main:581] : INFO : Epoch 1715 | loss: 0.0311891 | val_loss: 0.0311887 | Time: 1490.75 ms [2021-10-05 03:15:18 main:581] : INFO : Epoch 1716 | loss: 0.0311877 | val_loss: 0.0311867 | Time: 1663.54 ms [2021-10-05 03:15:19 main:581] : INFO : Epoch 1717 | loss: 0.0311883 | val_loss: 0.0311856 | Time: 1658.53 ms [2021-10-05 03:15:21 main:581] : INFO : Epoch 1718 | loss: 0.0311878 | val_loss: 0.031187 | Time: 1611.32 ms [2021-10-05 03:15:23 main:581] : INFO : Epoch 1719 | loss: 0.0311874 | val_loss: 0.0311865 | Time: 1637.8 ms [2021-10-05 03:15:24 main:581] : INFO : Epoch 1720 | loss: 0.031187 | val_loss: 0.031186 | Time: 1602.65 ms [2021-10-05 03:15:26 main:581] : INFO : Epoch 1721 | loss: 0.0311884 | val_loss: 0.0311867 | Time: 1567.73 ms [2021-10-05 03:15:27 main:581] : INFO : Epoch 1722 | loss: 0.0311872 | val_loss: 0.0311857 | Time: 1508.26 ms [2021-10-05 03:15:29 main:581] : INFO : Epoch 1723 | loss: 0.0311874 | val_loss: 0.0311869 | Time: 1562.86 ms [2021-10-05 03:15:30 main:581] : INFO : Epoch 1724 | loss: 0.0311883 | val_loss: 0.0311858 | Time: 1558.53 ms [2021-10-05 03:15:32 main:581] : INFO : Epoch 1725 | loss: 0.0311879 | val_loss: 0.0311873 | Time: 1506.08 ms [2021-10-05 03:15:33 main:581] : INFO : Epoch 1726 | loss: 0.0311868 | val_loss: 0.0311858 | Time: 1534.15 ms [2021-10-05 03:15:35 main:581] : INFO : Epoch 1727 | loss: 0.0311862 | val_loss: 0.0311855 | Time: 1579.4 ms [2021-10-05 03:15:37 main:581] : INFO : Epoch 1728 | loss: 0.031186 | val_loss: 0.0311861 | Time: 1572.94 ms [2021-10-05 03:15:38 main:581] : INFO : Epoch 1729 | loss: 0.0311862 | val_loss: 0.0311876 | Time: 1638.31 ms [2021-10-05 03:15:40 main:581] : INFO : Epoch 1730 | loss: 0.0311872 | val_loss: 0.0311854 | Time: 1551.85 ms [2021-10-05 03:15:41 main:581] : INFO : Epoch 1731 | loss: 0.0311856 | val_loss: 0.0311858 | Time: 1662.37 ms [2021-10-05 03:15:43 main:581] : INFO : Epoch 1732 | loss: 0.0311859 | val_loss: 0.0311871 | Time: 1611.21 ms [2021-10-05 03:15:45 main:581] : INFO : Epoch 1733 | loss: 0.0311871 | val_loss: 0.0311863 | Time: 1582.81 ms [2021-10-05 03:15:46 main:581] : INFO : Epoch 1734 | loss: 0.0311872 | val_loss: 0.031186 | Time: 1618.34 ms [2021-10-05 03:15:48 main:581] : INFO : Epoch 1735 | loss: 0.0311862 | val_loss: 0.0311867 | Time: 1635.46 ms [2021-10-05 03:15:49 main:581] : INFO : Epoch 1736 | loss: 0.0311863 | val_loss: 0.0311853 | Time: 1633.07 ms [2021-10-05 03:15:51 main:581] : INFO : Epoch 1737 | loss: 0.031187 | val_loss: 0.031186 | Time: 1483.04 ms [2021-10-05 03:15:52 main:581] : INFO : Epoch 1738 | loss: 0.0311856 | val_loss: 0.0311877 | Time: 1471.3 ms [2021-10-05 03:15:54 main:581] : INFO : Epoch 1739 | loss: 0.0311863 | val_loss: 0.0311893 | Time: 1507.53 ms [2021-10-05 03:15:55 main:581] : INFO : Epoch 1740 | loss: 0.0311868 | val_loss: 0.0311856 | Time: 1517.35 ms [2021-10-05 03:15:57 main:581] : INFO : Epoch 1741 | loss: 0.0311861 | val_loss: 0.0311869 | Time: 1460.88 ms [2021-10-05 03:15:58 main:581] : INFO : Epoch 1742 | loss: 0.0311858 | val_loss: 0.0311866 | Time: 1457.45 ms [2021-10-05 03:16:00 main:581] : INFO : Epoch 1743 | loss: 0.0311857 | val_loss: 0.0311863 | Time: 1569.1 ms [2021-10-05 03:16:02 main:581] : INFO : Epoch 1744 | loss: 0.0311854 | val_loss: 0.0311858 | Time: 1683.67 ms [2021-10-05 03:16:03 main:581] : INFO : Epoch 1745 | loss: 0.0311851 | val_loss: 0.0311865 | Time: 1605.99 ms [2021-10-05 03:16:05 main:581] : INFO : Epoch 1746 | loss: 0.0311871 | val_loss: 0.0311905 | Time: 1619.91 ms [2021-10-05 03:16:06 main:581] : INFO : Epoch 1747 | loss: 0.0311863 | val_loss: 0.0311871 | Time: 1633.24 ms [2021-10-05 03:16:08 main:581] : INFO : Epoch 1748 | loss: 0.0311859 | val_loss: 0.0311854 | Time: 1647.05 ms [2021-10-05 03:16:10 main:581] : INFO : Epoch 1749 | loss: 0.0311873 | val_loss: 0.0311891 | Time: 1445.58 ms [2021-10-05 03:16:11 main:581] : INFO : Epoch 1750 | loss: 0.0311861 | val_loss: 0.0311858 | Time: 1644.47 ms [2021-10-05 03:16:13 main:581] : INFO : Epoch 1751 | loss: 0.0311857 | val_loss: 0.0311854 | Time: 1679.8 ms [2021-10-05 03:16:14 main:581] : INFO : Epoch 1752 | loss: 0.031185 | val_loss: 0.0311875 | Time: 1524.69 ms [2021-10-05 03:16:16 main:581] : INFO : Epoch 1753 | loss: 0.0311853 | val_loss: 0.0311859 | Time: 1562.28 ms [2021-10-05 03:16:17 main:581] : INFO : Epoch 1754 | loss: 0.0311843 | val_loss: 0.0311852 | Time: 1508.3 ms [2021-10-05 03:16:19 main:581] : INFO : Epoch 1755 | loss: 0.0311839 | val_loss: 0.0311849 | Time: 1439.1 ms [2021-10-05 03:16:20 main:581] : INFO : Epoch 1756 | loss: 0.031185 | val_loss: 0.0311883 | Time: 1488.33 ms [2021-10-05 03:16:22 main:581] : INFO : Epoch 1757 | loss: 0.0311861 | val_loss: 0.0311851 | Time: 1523.35 ms [2021-10-05 03:16:23 main:581] : INFO : Epoch 1758 | loss: 0.031185 | val_loss: 0.0311846 | Time: 1475.2 ms [2021-10-05 03:16:25 main:581] : INFO : Epoch 1759 | loss: 0.031186 | val_loss: 0.0311865 | Time: 1585.92 ms [2021-10-05 03:16:27 main:581] : INFO : Epoch 1760 | loss: 0.0311841 | val_loss: 0.0311858 | Time: 1699.44 ms [2021-10-05 03:16:28 main:581] : INFO : Epoch 1761 | loss: 0.0311835 | val_loss: 0.0311853 | Time: 1565.67 ms [2021-10-05 03:16:30 main:581] : INFO : Epoch 1762 | loss: 0.0311838 | val_loss: 0.031184 | Time: 1648.58 ms [2021-10-05 03:16:32 main:581] : INFO : Epoch 1763 | loss: 0.0311841 | val_loss: 0.0311853 | Time: 1637.89 ms [2021-10-05 03:16:33 main:581] : INFO : Epoch 1764 | loss: 0.031183 | val_loss: 0.0311842 | Time: 1573.55 ms [2021-10-05 03:16:35 main:581] : INFO : Epoch 1765 | loss: 0.0311836 | val_loss: 0.0311912 | Time: 1518.82 ms [2021-10-05 03:16:36 main:581] : INFO : Epoch 1766 | loss: 0.0311843 | val_loss: 0.031185 | Time: 1484.59 ms [2021-10-05 03:16:38 main:581] : INFO : Epoch 1767 | loss: 0.0311833 | val_loss: 0.0311841 | Time: 1672.33 ms [2021-10-05 03:16:39 main:581] : INFO : Epoch 1768 | loss: 0.0311838 | val_loss: 0.0311845 | Time: 1656.61 ms [2021-10-05 03:16:41 main:581] : INFO : Epoch 1769 | loss: 0.0311829 | val_loss: 0.031185 | Time: 1530.49 ms [2021-10-05 03:16:43 main:581] : INFO : Epoch 1770 | loss: 0.0311856 | val_loss: 0.0311851 | Time: 1543.63 ms [2021-10-05 03:16:44 main:581] : INFO : Epoch 1771 | loss: 0.0311856 | val_loss: 0.0311851 | Time: 1505.56 ms [2021-10-05 03:16:45 main:581] : INFO : Epoch 1772 | loss: 0.0311851 | val_loss: 0.0311857 | Time: 1415.59 ms [2021-10-05 03:16:47 main:581] : INFO : Epoch 1773 | loss: 0.0311852 | val_loss: 0.0311851 | Time: 1443 ms [2021-10-05 03:16:49 main:581] : INFO : Epoch 1774 | loss: 0.0311884 | val_loss: 0.0311957 | Time: 1605.09 ms [2021-10-05 03:16:50 main:581] : INFO : Epoch 1775 | loss: 0.0311897 | val_loss: 0.0311894 | Time: 1638.27 ms [2021-10-05 03:16:52 main:581] : INFO : Epoch 1776 | loss: 0.0311923 | val_loss: 0.0311885 | Time: 1659.25 ms [2021-10-05 03:16:53 main:581] : INFO : Epoch 1777 | loss: 0.0327585 | val_loss: 0.0354043 | Time: 1626.7 ms [2021-10-05 03:16:55 main:581] : INFO : Epoch 1778 | loss: 0.0319803 | val_loss: 0.0314886 | Time: 1614.52 ms [2021-10-05 03:16:57 main:581] : INFO : Epoch 1779 | loss: 0.0313238 | val_loss: 0.0312195 | Time: 1662.37 ms [2021-10-05 03:16:58 main:581] : INFO : Epoch 1780 | loss: 0.0312278 | val_loss: 0.0312049 | Time: 1536.17 ms [2021-10-05 03:17:00 main:581] : INFO : Epoch 1781 | loss: 0.0312072 | val_loss: 0.0312006 | Time: 1444.54 ms [2021-10-05 03:17:01 main:581] : INFO : Epoch 1782 | loss: 0.0311983 | val_loss: 0.0311934 | Time: 1470.9 ms [2021-10-05 03:17:03 main:581] : INFO : Epoch 1783 | loss: 0.0311945 | val_loss: 0.0311913 | Time: 1546.5 ms [2021-10-05 03:17:04 main:581] : INFO : Epoch 1784 | loss: 0.0311918 | val_loss: 0.0311885 | Time: 1617.19 ms [2021-10-05 03:17:06 main:581] : INFO : Epoch 1785 | loss: 0.0311913 | val_loss: 0.0311884 | Time: 1624.83 ms [2021-10-05 03:17:08 main:581] : INFO : Epoch 1786 | loss: 0.0311913 | val_loss: 0.0311892 | Time: 1579.04 ms [2021-10-05 03:17:09 main:581] : INFO : Epoch 1787 | loss: 0.0311911 | val_loss: 0.0311881 | Time: 1555.06 ms [2021-10-05 03:17:11 main:581] : INFO : Epoch 1788 | loss: 0.0311892 | val_loss: 0.0311881 | Time: 1478.26 ms [2021-10-05 03:17:12 main:581] : INFO : Epoch 1789 | loss: 0.0311886 | val_loss: 0.031187 | Time: 1526.95 ms [2021-10-05 03:17:14 main:581] : INFO : Epoch 1790 | loss: 0.031187 | val_loss: 0.0311864 | Time: 1642.02 ms [2021-10-05 03:17:15 main:581] : INFO : Epoch 1791 | loss: 0.0311862 | val_loss: 0.0311867 | Time: 1662.62 ms [2021-10-05 03:17:17 main:581] : INFO : Epoch 1792 | loss: 0.0311854 | val_loss: 0.0311861 | Time: 1602.02 ms [2021-10-05 03:17:19 main:581] : INFO : Epoch 1793 | loss: 0.0311848 | val_loss: 0.0311844 | Time: 1623.93 ms [2021-10-05 03:17:20 main:581] : INFO : Epoch 1794 | loss: 0.0311853 | val_loss: 0.0311895 | Time: 1671.19 ms [2021-10-05 03:17:22 main:581] : INFO : Epoch 1795 | loss: 0.0311893 | val_loss: 0.0311871 | Time: 1500.62 ms [2021-10-05 03:17:23 main:581] : INFO : Epoch 1796 | loss: 0.0311856 | val_loss: 0.0311855 | Time: 1547.59 ms [2021-10-05 03:17:25 main:581] : INFO : Epoch 1797 | loss: 0.0311845 | val_loss: 0.0311848 | Time: 1480.58 ms [2021-10-05 03:17:26 main:581] : INFO : Epoch 1798 | loss: 0.0311845 | val_loss: 0.0311857 | Time: 1484.89 ms [2021-10-05 03:17:28 main:581] : INFO : Epoch 1799 | loss: 0.0311842 | val_loss: 0.0311866 | Time: 1513.04 ms [2021-10-05 03:17:29 main:581] : INFO : Epoch 1800 | loss: 0.031184 | val_loss: 0.0311841 | Time: 1601.87 ms [2021-10-05 03:17:31 main:581] : INFO : Epoch 1801 | loss: 0.0311826 | val_loss: 0.0311841 | Time: 1610.09 ms [2021-10-05 03:17:33 main:581] : INFO : Epoch 1802 | loss: 0.0311822 | val_loss: 0.0311881 | Time: 1562.09 ms [2021-10-05 03:17:34 main:581] : INFO : Epoch 1803 | loss: 0.0311833 | val_loss: 0.0311844 | Time: 1532.15 ms [2021-10-05 03:17:36 main:581] : INFO : Epoch 1804 | loss: 0.0311828 | val_loss: 0.031184 | Time: 1668.22 ms [2021-10-05 03:17:37 main:581] : INFO : Epoch 1805 | loss: 0.0311831 | val_loss: 0.0311846 | Time: 1656.24 ms [2021-10-05 03:17:39 main:581] : INFO : Epoch 1806 | loss: 0.0311831 | val_loss: 0.0311839 | Time: 1574.82 ms [2021-10-05 03:17:41 main:581] : INFO : Epoch 1807 | loss: 0.0311833 | val_loss: 0.0311839 | Time: 1601.61 ms [2021-10-05 03:17:42 main:581] : INFO : Epoch 1808 | loss: 0.0311831 | val_loss: 0.0311845 | Time: 1582.92 ms [2021-10-05 03:17:44 main:581] : INFO : Epoch 1809 | loss: 0.0311822 | val_loss: 0.0311834 | Time: 1479.66 ms [2021-10-05 03:17:45 main:581] : INFO : Epoch 1810 | loss: 0.0311846 | val_loss: 0.0311874 | Time: 1478.61 ms [2021-10-05 03:17:47 main:581] : INFO : Epoch 1811 | loss: 0.0311862 | val_loss: 0.031186 | Time: 1553.84 ms [2021-10-05 03:17:48 main:581] : INFO : Epoch 1812 | loss: 0.031185 | val_loss: 0.0311832 | Time: 1449.34 ms [2021-10-05 03:17:50 main:581] : INFO : Epoch 1813 | loss: 0.0311837 | val_loss: 0.031184 | Time: 1479.94 ms [2021-10-05 03:17:51 main:581] : INFO : Epoch 1814 | loss: 0.031184 | val_loss: 0.0311846 | Time: 1472.35 ms [2021-10-05 03:17:53 main:581] : INFO : Epoch 1815 | loss: 0.0311836 | val_loss: 0.0311839 | Time: 1621.63 ms [2021-10-05 03:17:54 main:581] : INFO : Epoch 1816 | loss: 0.031183 | val_loss: 0.031185 | Time: 1634.28 ms [2021-10-05 03:17:56 main:581] : INFO : Epoch 1817 | loss: 0.0311822 | val_loss: 0.0311832 | Time: 1639.52 ms [2021-10-05 03:17:58 main:581] : INFO : Epoch 1818 | loss: 0.0311819 | val_loss: 0.0311836 | Time: 1553.86 ms [2021-10-05 03:17:59 main:581] : INFO : Epoch 1819 | loss: 0.0311817 | val_loss: 0.031184 | Time: 1642.23 ms [2021-10-05 03:18:01 main:581] : INFO : Epoch 1820 | loss: 0.0311823 | val_loss: 0.0311846 | Time: 1685.4 ms [2021-10-05 03:18:03 main:581] : INFO : Epoch 1821 | loss: 0.0311817 | val_loss: 0.0311829 | Time: 1660.61 ms [2021-10-05 03:18:04 main:581] : INFO : Epoch 1822 | loss: 0.031182 | val_loss: 0.0311825 | Time: 1612.02 ms [2021-10-05 03:18:06 main:581] : INFO : Epoch 1823 | loss: 0.0311807 | val_loss: 0.0311823 | Time: 1477.48 ms [2021-10-05 03:18:07 main:581] : INFO : Epoch 1824 | loss: 0.0311816 | val_loss: 0.0311843 | Time: 1584.46 ms [2021-10-05 03:18:09 main:581] : INFO : Epoch 1825 | loss: 0.0311827 | val_loss: 0.031185 | Time: 1491.69 ms [2021-10-05 03:18:10 main:581] : INFO : Epoch 1826 | loss: 0.0311808 | val_loss: 0.0311822 | Time: 1573.82 ms [2021-10-05 03:18:12 main:581] : INFO : Epoch 1827 | loss: 0.0311799 | val_loss: 0.0311824 | Time: 1638.18 ms [2021-10-05 03:18:14 main:581] : INFO : Epoch 1828 | loss: 0.0311803 | val_loss: 0.0311822 | Time: 1657.19 ms [2021-10-05 03:18:15 main:581] : INFO : Epoch 1829 | loss: 0.0311815 | val_loss: 0.0311839 | Time: 1576.6 ms [2021-10-05 03:18:17 main:581] : INFO : Epoch 1830 | loss: 0.0311823 | val_loss: 0.031187 | Time: 1622.78 ms [2021-10-05 03:18:18 main:581] : INFO : Epoch 1831 | loss: 0.031182 | val_loss: 0.0311835 | Time: 1628.2 ms [2021-10-05 03:18:20 main:581] : INFO : Epoch 1832 | loss: 0.0311807 | val_loss: 0.0311832 | Time: 1628.71 ms [2021-10-05 03:18:22 main:581] : INFO : Epoch 1833 | loss: 0.0311798 | val_loss: 0.0311852 | Time: 1499.07 ms [2021-10-05 03:18:23 main:581] : INFO : Epoch 1834 | loss: 0.0311821 | val_loss: 0.0311831 | Time: 1604.11 ms [2021-10-05 03:18:25 main:581] : INFO : Epoch 1835 | loss: 0.0311793 | val_loss: 0.0311829 | Time: 1611.44 ms [2021-10-05 03:18:26 main:581] : INFO : Epoch 1836 | loss: 0.0311799 | val_loss: 0.0311825 | Time: 1539.47 ms [2021-10-05 03:18:28 main:581] : INFO : Epoch 1837 | loss: 0.0311794 | val_loss: 0.0311845 | Time: 1481.95 ms [2021-10-05 03:18:29 main:581] : INFO : Epoch 1838 | loss: 0.0311802 | val_loss: 0.0311827 | Time: 1510.67 ms [2021-10-05 03:18:31 main:581] : INFO : Epoch 1839 | loss: 0.0311797 | val_loss: 0.0311832 | Time: 1510.81 ms [2021-10-05 03:18:32 main:581] : INFO : Epoch 1840 | loss: 0.0311797 | val_loss: 0.0311824 | Time: 1504.34 ms [2021-10-05 03:18:34 main:581] : INFO : Epoch 1841 | loss: 0.0311794 | val_loss: 0.0311844 | Time: 1507.53 ms [2021-10-05 03:18:36 main:581] : INFO : Epoch 1842 | loss: 0.0311795 | val_loss: 0.0311847 | Time: 1657.04 ms [2021-10-05 03:18:37 main:581] : INFO : Epoch 1843 | loss: 0.0311804 | val_loss: 0.0311826 | Time: 1683.56 ms [2021-10-05 03:18:39 main:581] : INFO : Epoch 1844 | loss: 0.0311795 | val_loss: 0.0311822 | Time: 1571.7 ms [2021-10-05 03:18:40 main:581] : INFO : Epoch 1845 | loss: 0.0311793 | val_loss: 0.0311826 | Time: 1672.93 ms [2021-10-05 03:18:42 main:581] : INFO : Epoch 1846 | loss: 0.0311794 | val_loss: 0.031183 | Time: 1580.09 ms [2021-10-05 03:18:44 main:581] : INFO : Epoch 1847 | loss: 0.0311789 | val_loss: 0.0311824 | Time: 1583.29 ms [2021-10-05 03:18:45 main:581] : INFO : Epoch 1848 | loss: 0.0311786 | val_loss: 0.0311825 | Time: 1526.62 ms [2021-10-05 03:18:47 main:581] : INFO : Epoch 1849 | loss: 0.0311789 | val_loss: 0.0311826 | Time: 1489.02 ms [2021-10-05 03:18:48 main:581] : INFO : Epoch 1850 | loss: 0.0311788 | val_loss: 0.0311868 | Time: 1576.92 ms [2021-10-05 03:18:50 main:581] : INFO : Epoch 1851 | loss: 0.0311799 | val_loss: 0.0311825 | Time: 1646.56 ms [2021-10-05 03:18:52 main:581] : INFO : Epoch 1852 | loss: 0.0311787 | val_loss: 0.0311843 | Time: 1674.99 ms [2021-10-05 03:18:53 main:581] : INFO : Epoch 1853 | loss: 0.0311777 | val_loss: 0.0311833 | Time: 1559.46 ms [2021-10-05 03:18:55 main:581] : INFO : Epoch 1854 | loss: 0.031178 | val_loss: 0.0311841 | Time: 1456.83 ms [2021-10-05 03:18:56 main:581] : INFO : Epoch 1855 | loss: 0.0311788 | val_loss: 0.0311843 | Time: 1611.42 ms [2021-10-05 03:18:58 main:581] : INFO : Epoch 1856 | loss: 0.0311782 | val_loss: 0.0311837 | Time: 1553.2 ms [2021-10-05 03:18:59 main:581] : INFO : Epoch 1857 | loss: 0.0311794 | val_loss: 0.0311835 | Time: 1537.49 ms [2021-10-05 03:19:01 main:581] : INFO : Epoch 1858 | loss: 0.0311791 | val_loss: 0.0311835 | Time: 1600.89 ms [2021-10-05 03:19:03 main:581] : INFO : Epoch 1859 | loss: 0.0311779 | val_loss: 0.0311834 | Time: 1694.44 ms [2021-10-05 03:19:04 main:581] : INFO : Epoch 1860 | loss: 0.0311779 | val_loss: 0.031184 | Time: 1612.95 ms [2021-10-05 03:19:06 main:581] : INFO : Epoch 1861 | loss: 0.031178 | val_loss: 0.0311837 | Time: 1680.68 ms [2021-10-05 03:19:08 main:581] : INFO : Epoch 1862 | loss: 0.0311776 | val_loss: 0.0311848 | Time: 1682.47 ms [2021-10-05 03:19:09 main:581] : INFO : Epoch 1863 | loss: 0.031179 | val_loss: 0.0311831 | Time: 1473.8 ms [2021-10-05 03:19:10 main:581] : INFO : Epoch 1864 | loss: 0.0311812 | val_loss: 0.031185 | Time: 1507.03 ms [2021-10-05 03:19:12 main:581] : INFO : Epoch 1865 | loss: 0.0311781 | val_loss: 0.0311844 | Time: 1505.55 ms [2021-10-05 03:19:14 main:581] : INFO : Epoch 1866 | loss: 0.0311775 | val_loss: 0.0311845 | Time: 1543.01 ms [2021-10-05 03:19:15 main:581] : INFO : Epoch 1867 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 1659.96 ms [2021-10-05 03:19:17 main:581] : INFO : Epoch 1868 | loss: 0.0311779 | val_loss: 0.0311829 | Time: 1555.12 ms [2021-10-05 03:19:18 main:581] : INFO : Epoch 1869 | loss: 0.0311772 | val_loss: 0.031183 | Time: 1556.57 ms [2021-10-05 03:19:20 main:581] : INFO : Epoch 1870 | loss: 0.0311768 | val_loss: 0.0311838 | Time: 1444.39 ms [2021-10-05 03:19:21 main:581] : INFO : Epoch 1871 | loss: 0.0311769 | val_loss: 0.031184 | Time: 1477.76 ms [2021-10-05 03:19:23 main:581] : INFO : Epoch 1872 | loss: 0.0311766 | val_loss: 0.0311848 | Time: 1568.31 ms [2021-10-05 03:19:24 main:581] : INFO : Epoch 1873 | loss: 0.0311764 | val_loss: 0.0311847 | Time: 1592.03 ms [2021-10-05 03:19:26 main:581] : INFO : Epoch 1874 | loss: 0.0311772 | val_loss: 0.0311854 | Time: 1593.71 ms [2021-10-05 03:19:28 main:581] : INFO : Epoch 1875 | loss: 0.0311756 | val_loss: 0.0311829 | Time: 1554.68 ms [2021-10-05 03:19:29 main:581] : INFO : Epoch 1876 | loss: 0.031176 | val_loss: 0.0311841 | Time: 1631.35 ms [2021-10-05 03:19:31 main:581] : INFO : Epoch 1877 | loss: 0.0311764 | val_loss: 0.0311861 | Time: 1476.88 ms [2021-10-05 03:19:32 main:581] : INFO : Epoch 1878 | loss: 0.0311767 | val_loss: 0.0311854 | Time: 1484.2 ms [2021-10-05 03:19:34 main:581] : INFO : Epoch 1879 | loss: 0.0311771 | val_loss: 0.0311835 | Time: 1478.8 ms [2021-10-05 03:19:35 main:581] : INFO : Epoch 1880 | loss: 0.0311762 | val_loss: 0.0311852 | Time: 1476.27 ms [2021-10-05 03:19:37 main:581] : INFO : Epoch 1881 | loss: 0.0311775 | val_loss: 0.0311834 | Time: 1586.38 ms [2021-10-05 03:19:38 main:581] : INFO : Epoch 1882 | loss: 0.0311772 | val_loss: 0.031184 | Time: 1665.12 ms [2021-10-05 03:19:40 main:581] : INFO : Epoch 1883 | loss: 0.0311775 | val_loss: 0.0311832 | Time: 1630.03 ms [2021-10-05 03:19:42 main:581] : INFO : Epoch 1884 | loss: 0.0311774 | val_loss: 0.0311852 | Time: 1590.76 ms [2021-10-05 03:19:43 main:581] : INFO : Epoch 1885 | loss: 0.0311779 | val_loss: 0.0311847 | Time: 1456.17 ms [2021-10-05 03:19:45 main:581] : INFO : Epoch 1886 | loss: 0.0311772 | val_loss: 0.0311853 | Time: 1633.88 ms [2021-10-05 03:19:46 main:581] : INFO : Epoch 1887 | loss: 0.0311773 | val_loss: 0.0311835 | Time: 1673.04 ms [2021-10-05 03:19:48 main:581] : INFO : Epoch 1888 | loss: 0.0311762 | val_loss: 0.0311828 | Time: 1636.11 ms [2021-10-05 03:19:50 main:581] : INFO : Epoch 1889 | loss: 0.0311757 | val_loss: 0.031183 | Time: 1638.77 ms [2021-10-05 03:19:51 main:581] : INFO : Epoch 1890 | loss: 0.0311768 | val_loss: 0.0311825 | Time: 1586.94 ms [2021-10-05 03:19:53 main:581] : INFO : Epoch 1891 | loss: 0.0311764 | val_loss: 0.0311834 | Time: 1670.88 ms [2021-10-05 03:19:54 main:581] : INFO : Epoch 1892 | loss: 0.0311784 | val_loss: 0.0311835 | Time: 1503.79 ms [2021-10-05 03:19:56 main:581] : INFO : Epoch 1893 | loss: 0.0311778 | val_loss: 0.0311842 | Time: 1535.35 ms [2021-10-05 03:19:57 main:581] : INFO : Epoch 1894 | loss: 0.0311774 | val_loss: 0.0311834 | Time: 1549.41 ms [2021-10-05 03:19:59 main:581] : INFO : Epoch 1895 | loss: 0.031177 | val_loss: 0.0311819 | Time: 1472.13 ms [2021-10-05 03:20:00 main:581] : INFO : Epoch 1896 | loss: 0.0311758 | val_loss: 0.0311826 | Time: 1500.89 ms [2021-10-05 03:20:02 main:581] : INFO : Epoch 1897 | loss: 0.0311772 | val_loss: 0.0311826 | Time: 1519.25 ms [2021-10-05 03:20:04 main:581] : INFO : Epoch 1898 | loss: 0.0311767 | val_loss: 0.0311831 | Time: 1592.53 ms [2021-10-05 03:20:05 main:581] : INFO : Epoch 1899 | loss: 0.0311776 | val_loss: 0.0311875 | Time: 1590.14 ms [2021-10-05 03:20:07 main:581] : INFO : Epoch 1900 | loss: 0.0311793 | val_loss: 0.0311838 | Time: 1656.16 ms [2021-10-05 03:20:09 main:581] : INFO : Epoch 1901 | loss: 0.0311754 | val_loss: 0.0311831 | Time: 1789.68 ms [2021-10-05 03:20:10 main:581] : INFO : Epoch 1902 | loss: 0.0311762 | val_loss: 0.0311873 | Time: 1550.21 ms [2021-10-05 03:20:12 main:581] : INFO : Epoch 1903 | loss: 0.0311753 | val_loss: 0.0311833 | Time: 1685.72 ms [2021-10-05 03:20:14 main:581] : INFO : Epoch 1904 | loss: 0.0311745 | val_loss: 0.0311823 | Time: 1813.97 ms [2021-10-05 03:20:15 main:581] : INFO : Epoch 1905 | loss: 0.0311757 | val_loss: 0.0311848 | Time: 1661.49 ms [2021-10-05 03:20:17 main:581] : INFO : Epoch 1906 | loss: 0.0311753 | val_loss: 0.0311823 | Time: 1656.44 ms [2021-10-05 03:20:19 main:581] : INFO : Epoch 1907 | loss: 0.0311752 | val_loss: 0.0311821 | Time: 1568.88 ms [2021-10-05 03:20:20 main:581] : INFO : Epoch 1908 | loss: 0.0311749 | val_loss: 0.0311844 | Time: 1571.28 ms [2021-10-05 03:20:22 main:581] : INFO : Epoch 1909 | loss: 0.0311766 | val_loss: 0.0311826 | Time: 1558.29 ms [2021-10-05 03:20:23 main:581] : INFO : Epoch 1910 | loss: 0.0311753 | val_loss: 0.0311827 | Time: 1638.6 ms [2021-10-05 03:20:25 main:581] : INFO : Epoch 1911 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 1653.46 ms [2021-10-05 03:20:27 main:581] : INFO : Epoch 1912 | loss: 0.0311753 | val_loss: 0.0311853 | Time: 1658.09 ms [2021-10-05 03:20:28 main:581] : INFO : Epoch 1913 | loss: 0.0311765 | val_loss: 0.0311841 | Time: 1656.15 ms [2021-10-05 03:20:30 main:581] : INFO : Epoch 1914 | loss: 0.0311771 | val_loss: 0.0311846 | Time: 1689.04 ms [2021-10-05 03:20:32 main:581] : INFO : Epoch 1915 | loss: 0.0311782 | val_loss: 0.0311832 | Time: 1657.81 ms [2021-10-05 03:20:33 main:581] : INFO : Epoch 1916 | loss: 0.031177 | val_loss: 0.0311845 | Time: 1685.3 ms [2021-10-05 03:20:35 main:581] : INFO : Epoch 1917 | loss: 0.0311769 | val_loss: 0.0311826 | Time: 1546.5 ms [2021-10-05 03:20:36 main:581] : INFO : Epoch 1918 | loss: 0.0311773 | val_loss: 0.031185 | Time: 1610.71 ms [2021-10-05 03:20:38 main:581] : INFO : Epoch 1919 | loss: 0.0311764 | val_loss: 0.0311851 | Time: 1693.85 ms [2021-10-05 03:20:40 main:581] : INFO : Epoch 1920 | loss: 0.0311761 | val_loss: 0.0311788 | Time: 1568.48 ms [2021-10-05 03:20:41 main:581] : INFO : Epoch 1921 | loss: 0.0311752 | val_loss: 0.0311797 | Time: 1451.46 ms [2021-10-05 03:20:43 main:581] : INFO : Epoch 1922 | loss: 0.0311756 | val_loss: 0.0311828 | Time: 1514.92 ms [2021-10-05 03:20:44 main:581] : INFO : Epoch 1923 | loss: 0.0311749 | val_loss: 0.0311799 | Time: 1578.95 ms [2021-10-05 03:20:46 main:581] : INFO : Epoch 1924 | loss: 0.0311749 | val_loss: 0.0311791 | Time: 1516.69 ms [2021-10-05 03:20:47 main:581] : INFO : Epoch 1925 | loss: 0.0311752 | val_loss: 0.0311789 | Time: 1512.01 ms [2021-10-05 03:20:49 main:581] : INFO : Epoch 1926 | loss: 0.031175 | val_loss: 0.0311784 | Time: 1557.13 ms [2021-10-05 03:20:51 main:581] : INFO : Epoch 1927 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 1685.93 ms [2021-10-05 03:20:52 main:581] : INFO : Epoch 1928 | loss: 0.0311773 | val_loss: 0.0311828 | Time: 1618.01 ms [2021-10-05 03:20:54 main:581] : INFO : Epoch 1929 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 1586.57 ms [2021-10-05 03:20:55 main:581] : INFO : Epoch 1930 | loss: 0.0311748 | val_loss: 0.0311783 | Time: 1630.11 ms [2021-10-05 03:20:57 main:581] : INFO : Epoch 1931 | loss: 0.0311761 | val_loss: 0.031178 | Time: 1664.9 ms [2021-10-05 03:20:59 main:581] : INFO : Epoch 1932 | loss: 0.0311749 | val_loss: 0.0311814 | Time: 1583.97 ms [2021-10-05 03:21:00 main:581] : INFO : Epoch 1933 | loss: 0.031177 | val_loss: 0.0311792 | Time: 1539.75 ms [2021-10-05 03:21:02 main:581] : INFO : Epoch 1934 | loss: 0.0311759 | val_loss: 0.0311815 | Time: 1617.2 ms [2021-10-05 03:21:03 main:581] : INFO : Epoch 1935 | loss: 0.0311757 | val_loss: 0.0311779 | Time: 1612.69 ms [2021-10-05 03:21:05 main:581] : INFO : Epoch 1936 | loss: 0.0311751 | val_loss: 0.03118 | Time: 1661.16 ms [2021-10-05 03:21:07 main:581] : INFO : Epoch 1937 | loss: 0.0311778 | val_loss: 0.0311807 | Time: 1574.04 ms [2021-10-05 03:21:08 main:581] : INFO : Epoch 1938 | loss: 0.0311763 | val_loss: 0.0311784 | Time: 1479.92 ms [2021-10-05 03:21:10 main:581] : INFO : Epoch 1939 | loss: 0.0311751 | val_loss: 0.0311785 | Time: 1446.36 ms [2021-10-05 03:21:11 main:581] : INFO : Epoch 1940 | loss: 0.0311738 | val_loss: 0.0311783 | Time: 1547 ms [2021-10-05 03:21:13 main:581] : INFO : Epoch 1941 | loss: 0.0311732 | val_loss: 0.0311782 | Time: 1600.22 ms [2021-10-05 03:21:14 main:581] : INFO : Epoch 1942 | loss: 0.0311728 | val_loss: 0.0311781 | Time: 1644.63 ms [2021-10-05 03:21:16 main:581] : INFO : Epoch 1943 | loss: 0.0311733 | val_loss: 0.0311806 | Time: 1613.36 ms [2021-10-05 03:21:18 main:581] : INFO : Epoch 1944 | loss: 0.031173 | val_loss: 0.03118 | Time: 1669.62 ms [2021-10-05 03:21:19 main:581] : INFO : Epoch 1945 | loss: 0.0311758 | val_loss: 0.0311797 | Time: 1681.04 ms [2021-10-05 03:21:21 main:581] : INFO : Epoch 1946 | loss: 0.0311775 | val_loss: 0.0311819 | Time: 1648.22 ms [2021-10-05 03:21:22 main:581] : INFO : Epoch 1947 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 1492.94 ms [2021-10-05 03:21:24 main:581] : INFO : Epoch 1948 | loss: 0.0311764 | val_loss: 0.0311797 | Time: 1474.18 ms [2021-10-05 03:21:25 main:581] : INFO : Epoch 1949 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 1471.47 ms [2021-10-05 03:21:27 main:581] : INFO : Epoch 1950 | loss: 0.031176 | val_loss: 0.0311827 | Time: 1678.63 ms [2021-10-05 03:21:29 main:581] : INFO : Epoch 1951 | loss: 0.0311766 | val_loss: 0.031181 | Time: 1651.32 ms [2021-10-05 03:21:30 main:581] : INFO : Epoch 1952 | loss: 0.0311752 | val_loss: 0.0311802 | Time: 1639.46 ms [2021-10-05 03:21:32 main:581] : INFO : Epoch 1953 | loss: 0.031177 | val_loss: 0.0311802 | Time: 1579.17 ms [2021-10-05 03:21:34 main:581] : INFO : Epoch 1954 | loss: 0.0311754 | val_loss: 0.0311823 | Time: 1615.61 ms [2021-10-05 03:21:35 main:581] : INFO : Epoch 1955 | loss: 0.0311751 | val_loss: 0.0311781 | Time: 1605.24 ms [2021-10-05 03:21:37 main:581] : INFO : Epoch 1956 | loss: 0.0311741 | val_loss: 0.03118 | Time: 1556 ms [2021-10-05 03:21:38 main:581] : INFO : Epoch 1957 | loss: 0.031175 | val_loss: 0.0311781 | Time: 1583.67 ms [2021-10-05 03:21:40 main:581] : INFO : Epoch 1958 | loss: 0.0311743 | val_loss: 0.0311777 | Time: 1646.17 ms [2021-10-05 03:21:42 main:581] : INFO : Epoch 1959 | loss: 0.0311742 | val_loss: 0.0311789 | Time: 1579.19 ms [2021-10-05 03:21:43 main:581] : INFO : Epoch 1960 | loss: 0.0311749 | val_loss: 0.0311797 | Time: 1657.41 ms [2021-10-05 03:21:45 main:581] : INFO : Epoch 1961 | loss: 0.0311756 | val_loss: 0.0311801 | Time: 1593.85 ms [2021-10-05 03:21:46 main:581] : INFO : Epoch 1962 | loss: 0.0311751 | val_loss: 0.0311815 | Time: 1617.55 ms [2021-10-05 03:21:48 main:581] : INFO : Epoch 1963 | loss: 0.0311747 | val_loss: 0.0311805 | Time: 1586.42 ms [2021-10-05 03:21:50 main:581] : INFO : Epoch 1964 | loss: 0.0311753 | val_loss: 0.0311821 | Time: 1650.8 ms [2021-10-05 03:21:51 main:581] : INFO : Epoch 1965 | loss: 0.0311745 | val_loss: 0.031181 | Time: 1652.08 ms [2021-10-05 03:21:53 main:581] : INFO : Epoch 1966 | loss: 0.0311751 | val_loss: 0.0311803 | Time: 1559.08 ms [2021-10-05 03:21:55 main:581] : INFO : Epoch 1967 | loss: 0.0311751 | val_loss: 0.0311808 | Time: 1667.44 ms [2021-10-05 03:21:56 main:581] : INFO : Epoch 1968 | loss: 0.0311738 | val_loss: 0.0311773 | Time: 1622.03 ms [2021-10-05 03:21:58 main:581] : INFO : Epoch 1969 | loss: 0.0311735 | val_loss: 0.0311775 | Time: 1663.7 ms [2021-10-05 03:21:59 main:581] : INFO : Epoch 1970 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 1603.37 ms [2021-10-05 03:22:01 main:581] : INFO : Epoch 1971 | loss: 0.0311737 | val_loss: 0.0311782 | Time: 1688.75 ms [2021-10-05 03:22:03 main:581] : INFO : Epoch 1972 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 1619.57 ms [2021-10-05 03:22:04 main:581] : INFO : Epoch 1973 | loss: 0.0311747 | val_loss: 0.0311838 | Time: 1613.04 ms [2021-10-05 03:22:06 main:581] : INFO : Epoch 1974 | loss: 0.0311759 | val_loss: 0.0311808 | Time: 1527.57 ms [2021-10-05 03:22:07 main:581] : INFO : Epoch 1975 | loss: 0.0311761 | val_loss: 0.0311804 | Time: 1545.58 ms [2021-10-05 03:22:09 main:581] : INFO : Epoch 1976 | loss: 0.0311761 | val_loss: 0.0311827 | Time: 1537.49 ms [2021-10-05 03:22:11 main:581] : INFO : Epoch 1977 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 1647.23 ms [2021-10-05 03:22:12 main:581] : INFO : Epoch 1978 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 1577.13 ms [2021-10-05 03:22:14 main:581] : INFO : Epoch 1979 | loss: 0.0311736 | val_loss: 0.0311806 | Time: 1640.96 ms [2021-10-05 03:22:15 main:581] : INFO : Epoch 1980 | loss: 0.0311729 | val_loss: 0.0311801 | Time: 1586.65 ms [2021-10-05 03:22:17 main:581] : INFO : Epoch 1981 | loss: 0.0311732 | val_loss: 0.0311798 | Time: 1588 ms [2021-10-05 03:22:19 main:581] : INFO : Epoch 1982 | loss: 0.0311738 | val_loss: 0.0311811 | Time: 1577.59 ms [2021-10-05 03:22:20 main:581] : INFO : Epoch 1983 | loss: 0.0311722 | val_loss: 0.0311787 | Time: 1593.21 ms [2021-10-05 03:22:22 main:581] : INFO : Epoch 1984 | loss: 0.0311718 | val_loss: 0.0311801 | Time: 1633.73 ms [2021-10-05 03:22:23 main:581] : INFO : Epoch 1985 | loss: 0.0311727 | val_loss: 0.0311805 | Time: 1546.51 ms [2021-10-05 03:22:25 main:581] : INFO : Epoch 1986 | loss: 0.0311743 | val_loss: 0.0311833 | Time: 1576.85 ms [2021-10-05 03:22:27 main:581] : INFO : Epoch 1987 | loss: 0.0311757 | val_loss: 0.0311788 | Time: 1726.82 ms [2021-10-05 03:22:28 main:581] : INFO : Epoch 1988 | loss: 0.0311739 | val_loss: 0.0311786 | Time: 1633.12 ms [2021-10-05 03:22:30 main:581] : INFO : Epoch 1989 | loss: 0.031173 | val_loss: 0.0311774 | Time: 1628.13 ms [2021-10-05 03:22:32 main:581] : INFO : Epoch 1990 | loss: 0.0311711 | val_loss: 0.031177 | Time: 1657.08 ms [2021-10-05 03:22:33 main:581] : INFO : Epoch 1991 | loss: 0.0311724 | val_loss: 0.0311765 | Time: 1702.22 ms [2021-10-05 03:22:35 main:581] : INFO : Epoch 1992 | loss: 0.0311709 | val_loss: 0.0311775 | Time: 1629.24 ms [2021-10-05 03:22:37 main:581] : INFO : Epoch 1993 | loss: 0.0311705 | val_loss: 0.031177 | Time: 1659.2 ms [2021-10-05 03:22:38 main:581] : INFO : Epoch 1994 | loss: 0.0311708 | val_loss: 0.0311783 | Time: 1625.65 ms [2021-10-05 03:22:40 main:581] : INFO : Epoch 1995 | loss: 0.0311709 | val_loss: 0.0311757 | Time: 1627.3 ms [2021-10-05 03:22:41 main:581] : INFO : Epoch 1996 | loss: 0.0311702 | val_loss: 0.0311756 | Time: 1652.24 ms [2021-10-05 03:22:43 main:581] : INFO : Epoch 1997 | loss: 0.0311757 | val_loss: 0.0311801 | Time: 1654.19 ms [2021-10-05 03:22:45 main:581] : INFO : Epoch 1998 | loss: 0.0311763 | val_loss: 0.0311926 | Time: 1564.19 ms [2021-10-05 03:22:46 main:581] : INFO : Epoch 1999 | loss: 0.0311805 | val_loss: 0.0311778 | Time: 1613.34 ms [2021-10-05 03:22:48 main:581] : INFO : Epoch 2000 | loss: 0.0311757 | val_loss: 0.0311775 | Time: 1600.19 ms [2021-10-05 03:22:49 main:581] : INFO : Epoch 2001 | loss: 0.0311725 | val_loss: 0.0311802 | Time: 1505.49 ms [2021-10-05 03:22:51 main:581] : INFO : Epoch 2002 | loss: 0.031173 | val_loss: 0.0311792 | Time: 1645.06 ms [2021-10-05 03:22:53 main:581] : INFO : Epoch 2003 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 1662.47 ms [2021-10-05 03:22:54 main:581] : INFO : Epoch 2004 | loss: 0.031176 | val_loss: 0.0311792 | Time: 1627.31 ms [2021-10-05 03:22:56 main:581] : INFO : Epoch 2005 | loss: 0.0311748 | val_loss: 0.0311781 | Time: 1633.45 ms [2021-10-05 03:22:58 main:581] : INFO : Epoch 2006 | loss: 0.0311735 | val_loss: 0.0311771 | Time: 1647.91 ms [2021-10-05 03:22:59 main:581] : INFO : Epoch 2007 | loss: 0.0311737 | val_loss: 0.0311774 | Time: 1490.39 ms [2021-10-05 03:23:01 main:581] : INFO : Epoch 2008 | loss: 0.0311719 | val_loss: 0.0311774 | Time: 1525 ms [2021-10-05 03:23:02 main:581] : INFO : Epoch 2009 | loss: 0.0311714 | val_loss: 0.0311789 | Time: 1643.38 ms [2021-10-05 03:23:04 main:581] : INFO : Epoch 2010 | loss: 0.0311736 | val_loss: 0.0311813 | Time: 1635.71 ms [2021-10-05 03:23:06 main:581] : INFO : Epoch 2011 | loss: 0.031174 | val_loss: 0.0311778 | Time: 1589.92 ms [2021-10-05 03:23:07 main:581] : INFO : Epoch 2012 | loss: 0.0311732 | val_loss: 0.0311804 | Time: 1446.23 ms [2021-10-05 03:23:09 main:581] : INFO : Epoch 2013 | loss: 0.0311726 | val_loss: 0.031177 | Time: 1558.68 ms [2021-10-05 03:23:10 main:581] : INFO : Epoch 2014 | loss: 0.0311742 | val_loss: 0.03118 | Time: 1552.21 ms [2021-10-05 03:23:12 main:581] : INFO : Epoch 2015 | loss: 0.0311739 | val_loss: 0.0311779 | Time: 1566.01 ms [2021-10-05 03:23:13 main:581] : INFO : Epoch 2016 | loss: 0.0311725 | val_loss: 0.0311823 | Time: 1630.82 ms [2021-10-05 03:23:15 main:581] : INFO : Epoch 2017 | loss: 0.0311743 | val_loss: 0.0311758 | Time: 1606.28 ms [2021-10-05 03:23:17 main:581] : INFO : Epoch 2018 | loss: 0.0311777 | val_loss: 0.031183 | Time: 1676.37 ms [2021-10-05 03:23:18 main:581] : INFO : Epoch 2019 | loss: 0.0311829 | val_loss: 0.0311822 | Time: 1626.23 ms [2021-10-05 03:23:20 main:581] : INFO : Epoch 2020 | loss: 0.0311817 | val_loss: 0.0311779 | Time: 1600.83 ms [2021-10-05 03:23:21 main:581] : INFO : Epoch 2021 | loss: 0.0311789 | val_loss: 0.0311747 | Time: 1664.83 ms [2021-10-05 03:23:23 main:581] : INFO : Epoch 2022 | loss: 0.0311776 | val_loss: 0.0311754 | Time: 1588.39 ms [2021-10-05 03:23:25 main:581] : INFO : Epoch 2023 | loss: 0.0311765 | val_loss: 0.0311766 | Time: 1478.94 ms [2021-10-05 03:23:26 main:581] : INFO : Epoch 2024 | loss: 0.0311764 | val_loss: 0.0311775 | Time: 1508.63 ms [2021-10-05 03:23:28 main:581] : INFO : Epoch 2025 | loss: 0.031176 | val_loss: 0.0311764 | Time: 1647.91 ms [2021-10-05 03:23:29 main:581] : INFO : Epoch 2026 | loss: 0.0311756 | val_loss: 0.0311754 | Time: 1649.32 ms [2021-10-05 03:23:31 main:581] : INFO : Epoch 2027 | loss: 0.0311751 | val_loss: 0.0311769 | Time: 1619.97 ms [2021-10-05 03:23:33 main:581] : INFO : Epoch 2028 | loss: 0.0311773 | val_loss: 0.0311774 | Time: 1567.35 ms [2021-10-05 03:23:34 main:581] : INFO : Epoch 2029 | loss: 0.0311761 | val_loss: 0.0311757 | Time: 1501.69 ms [2021-10-05 03:23:36 main:581] : INFO : Epoch 2030 | loss: 0.0311759 | val_loss: 0.0311752 | Time: 1554.43 ms [2021-10-05 03:23:37 main:581] : INFO : Epoch 2031 | loss: 0.0311766 | val_loss: 0.031175 | Time: 1662.69 ms [2021-10-05 03:23:39 main:581] : INFO : Epoch 2032 | loss: 0.0311752 | val_loss: 0.0311749 | Time: 1602.02 ms [2021-10-05 03:23:40 main:581] : INFO : Epoch 2033 | loss: 0.0311752 | val_loss: 0.031177 | Time: 1660.68 ms [2021-10-05 03:23:42 main:581] : INFO : Epoch 2034 | loss: 0.0311749 | val_loss: 0.0311742 | Time: 1651.08 ms [2021-10-05 03:23:44 main:581] : INFO : Epoch 2035 | loss: 0.0311749 | val_loss: 0.0311772 | Time: 1656.59 ms [2021-10-05 03:23:45 main:581] : INFO : Epoch 2036 | loss: 0.0311779 | val_loss: 0.0311777 | Time: 1456.41 ms [2021-10-05 03:23:47 main:581] : INFO : Epoch 2037 | loss: 0.0311768 | val_loss: 0.0311762 | Time: 1604.45 ms [2021-10-05 03:23:48 main:581] : INFO : Epoch 2038 | loss: 0.0311767 | val_loss: 0.0311754 | Time: 1500.94 ms [2021-10-05 03:23:50 main:581] : INFO : Epoch 2039 | loss: 0.0311753 | val_loss: 0.0311763 | Time: 1556.5 ms [2021-10-05 03:23:52 main:581] : INFO : Epoch 2040 | loss: 0.031175 | val_loss: 0.0311746 | Time: 1602.46 ms [2021-10-05 03:23:53 main:581] : INFO : Epoch 2041 | loss: 0.0311743 | val_loss: 0.0311739 | Time: 1681.15 ms [2021-10-05 03:23:55 main:581] : INFO : Epoch 2042 | loss: 0.0311764 | val_loss: 0.031177 | Time: 1648.05 ms [2021-10-05 03:23:57 main:581] : INFO : Epoch 2043 | loss: 0.0311748 | val_loss: 0.0311756 | Time: 1665.41 ms [2021-10-05 03:23:58 main:581] : INFO : Epoch 2044 | loss: 0.0311738 | val_loss: 0.0311735 | Time: 1515.81 ms [2021-10-05 03:24:00 main:581] : INFO : Epoch 2045 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 1639.77 ms [2021-10-05 03:24:01 main:581] : INFO : Epoch 2046 | loss: 0.0311739 | val_loss: 0.0311747 | Time: 1566.02 ms [2021-10-05 03:24:03 main:581] : INFO : Epoch 2047 | loss: 0.0311741 | val_loss: 0.0311734 | Time: 1677.93 ms [2021-10-05 03:24:05 main:581] : INFO : Epoch 2048 | loss: 0.0311723 | val_loss: 0.0311763 | Time: 1629.79 ms [2021-10-05 03:24:05 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311763 [2021-10-05 03:24:05 main:610] : INFO : Saving end state to config to file [2021-10-05 03:24:05 main:615] : INFO : Success, exiting.. 03:24:05 (31603): 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)