Task 14595559
| Name | ParityModified-1647049459-10845-2-0_0 |
| Workunit | 11617596 |
| Created | 10 Apr 2022, 13:21:31 UTC |
| Sent | 11 Apr 2022, 3:24:55 UTC |
| Report deadline | 19 Apr 2022, 3:24:55 UTC |
| Received | 11 Apr 2022, 13:36:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 42 sec |
| CPU time | 42 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 11 14:20:41 main:574] : INFO : Epoch 1542 | loss: 0.0311828 | val_loss: 0.0311937 | Time: 1349.61 ms [2022-04-11 14:20:42 main:574] : INFO : Epoch 1543 | loss: 0.0311845 | val_loss: 0.0311926 | Time: 1367.44 ms [2022-04-11 14:20:44 main:574] : INFO : Epoch 1544 | loss: 0.0311845 | val_loss: 0.031192 | Time: 1483.23 ms [2022-04-11 14:20:45 main:574] : INFO : Epoch 1545 | loss: 0.0311838 | val_loss: 0.031191 | Time: 1480.36 ms [2022-04-11 14:20:47 main:574] : INFO : Epoch 1546 | loss: 0.0311856 | val_loss: 0.0311934 | Time: 1492.09 ms [2022-04-11 14:20:48 main:574] : INFO : Epoch 1547 | loss: 0.0311852 | val_loss: 0.0311946 | Time: 1503.66 ms [2022-04-11 14:20:50 main:574] : INFO : Epoch 1548 | loss: 0.0311841 | val_loss: 0.0311977 | Time: 1489.18 ms [2022-04-11 14:20:51 main:574] : INFO : Epoch 1549 | loss: 0.0311845 | val_loss: 0.031192 | Time: 1516.13 ms [2022-04-11 14:20:53 main:574] : INFO : Epoch 1550 | loss: 0.0311837 | val_loss: 0.031197 | Time: 1530.64 ms [2022-04-11 14:20:54 main:574] : INFO : Epoch 1551 | loss: 0.0311826 | val_loss: 0.0311902 | Time: 1519.76 ms [2022-04-11 14:20:56 main:574] : INFO : Epoch 1552 | loss: 0.0311818 | val_loss: 0.0311922 | Time: 1411.84 ms [2022-04-11 14:20:57 main:574] : INFO : Epoch 1553 | loss: 0.031182 | val_loss: 0.0311914 | Time: 1470.31 ms [2022-04-11 14:20:59 main:574] : INFO : Epoch 1554 | loss: 0.0311825 | val_loss: 0.031192 | Time: 1446.76 ms [2022-04-11 14:21:00 main:574] : INFO : Epoch 1555 | loss: 0.0311802 | val_loss: 0.03119 | Time: 1428.27 ms [2022-04-11 14:21:02 main:574] : INFO : Epoch 1556 | loss: 0.0311825 | val_loss: 0.0311951 | Time: 1514.72 ms [2022-04-11 14:21:03 main:574] : INFO : Epoch 1557 | loss: 0.0311804 | val_loss: 0.0311917 | Time: 1464.54 ms [2022-04-11 14:21:05 main:574] : INFO : Epoch 1558 | loss: 0.0311792 | val_loss: 0.0311942 | Time: 1402.92 ms [2022-04-11 14:21:06 main:574] : INFO : Epoch 1559 | loss: 0.0311788 | val_loss: 0.0311928 | Time: 1536.26 ms [2022-04-11 14:21:08 main:574] : INFO : Epoch 1560 | loss: 0.0311785 | val_loss: 0.0311922 | Time: 1485.81 ms [2022-04-11 14:21:09 main:574] : INFO : Epoch 1561 | loss: 0.0311777 | val_loss: 0.0311921 | Time: 1488.41 ms [2022-04-11 14:21:11 main:574] : INFO : Epoch 1562 | loss: 0.0311784 | val_loss: 0.0311946 | Time: 1492.11 ms [2022-04-11 14:21:12 main:574] : INFO : Epoch 1563 | loss: 0.0311828 | val_loss: 0.0311955 | Time: 1510.38 ms [2022-04-11 14:21:14 main:574] : INFO : Epoch 1564 | loss: 0.0311807 | val_loss: 0.0311964 | Time: 1515.06 ms [2022-04-11 14:21:15 main:574] : INFO : Epoch 1565 | loss: 0.0311801 | val_loss: 0.0311961 | Time: 1452.7 ms [2022-04-11 14:21:17 main:574] : INFO : Epoch 1566 | loss: 0.03118 | val_loss: 0.0311939 | Time: 1484.04 ms [2022-04-11 14:21:18 main:574] : INFO : Epoch 1567 | loss: 0.0311799 | val_loss: 0.0311933 | Time: 1450.13 ms [2022-04-11 14:21:20 main:574] : INFO : Epoch 1568 | loss: 0.0311784 | val_loss: 0.0311959 | Time: 1524.27 ms [2022-04-11 14:21:21 main:574] : INFO : Epoch 1569 | loss: 0.0311785 | val_loss: 0.0311968 | Time: 1536.42 ms [2022-04-11 14:21:23 main:574] : INFO : Epoch 1570 | loss: 0.0311799 | val_loss: 0.0311959 | Time: 1360.44 ms [2022-04-11 14:21:24 main:574] : INFO : Epoch 1571 | loss: 0.0311778 | val_loss: 0.031197 | Time: 1348.59 ms [2022-04-11 14:21:26 main:574] : INFO : Epoch 1572 | loss: 0.031177 | val_loss: 0.0311966 | Time: 1490.62 ms [2022-04-11 14:21:27 main:574] : INFO : Epoch 1573 | loss: 0.0311762 | val_loss: 0.0311989 | Time: 1549.33 ms [2022-04-11 14:21:29 main:574] : INFO : Epoch 1574 | loss: 0.0311779 | val_loss: 0.0311949 | Time: 1502.91 ms [2022-04-11 14:21:30 main:574] : INFO : Epoch 1575 | loss: 0.0311782 | val_loss: 0.0311938 | Time: 1354.85 ms [2022-04-11 14:21:32 main:574] : INFO : Epoch 1576 | loss: 0.0311769 | val_loss: 0.0311956 | Time: 1497.27 ms [2022-04-11 14:21:33 main:574] : INFO : Epoch 1577 | loss: 0.0311769 | val_loss: 0.0311947 | Time: 1370.53 ms [2022-04-11 14:21:35 main:574] : INFO : Epoch 1578 | loss: 0.0311775 | val_loss: 0.0311954 | Time: 1508.14 ms [2022-04-11 14:21:36 main:574] : INFO : Epoch 1579 | loss: 0.0311775 | val_loss: 0.0311942 | Time: 1524.19 ms [2022-04-11 14:21:38 main:574] : INFO : Epoch 1580 | loss: 0.0311772 | val_loss: 0.0311946 | Time: 1551.93 ms [2022-04-11 14:21:39 main:574] : INFO : Epoch 1581 | loss: 0.0311824 | val_loss: 0.031195 | Time: 1498.4 ms [2022-04-11 14:21:41 main:574] : INFO : Epoch 1582 | loss: 0.031179 | val_loss: 0.031195 | Time: 1425.39 ms [2022-04-11 14:21:42 main:574] : INFO : Epoch 1583 | loss: 0.031179 | val_loss: 0.0311939 | Time: 1513.25 ms [2022-04-11 14:21:44 main:574] : INFO : Epoch 1584 | loss: 0.0311801 | val_loss: 0.031194 | Time: 1496.42 ms [2022-04-11 14:21:45 main:574] : INFO : Epoch 1585 | loss: 0.0311797 | val_loss: 0.0311949 | Time: 1351.45 ms [2022-04-11 14:21:46 main:574] : INFO : Epoch 1586 | loss: 0.0311792 | val_loss: 0.0311954 | Time: 1371.23 ms [2022-04-11 14:21:48 main:574] : INFO : Epoch 1587 | loss: 0.0311764 | val_loss: 0.0311978 | Time: 1501.11 ms [2022-04-11 14:21:49 main:574] : INFO : Epoch 1588 | loss: 0.0311764 | val_loss: 0.0311964 | Time: 1507.95 ms [2022-04-11 14:21:51 main:574] : INFO : Epoch 1589 | loss: 0.0311756 | val_loss: 0.031194 | Time: 1550.95 ms [2022-04-11 14:21:53 main:574] : INFO : Epoch 1590 | loss: 0.031177 | val_loss: 0.0311944 | Time: 1512.12 ms [2022-04-11 14:21:54 main:574] : INFO : Epoch 1591 | loss: 0.0311768 | val_loss: 0.0311942 | Time: 1578 ms [2022-04-11 14:21:56 main:574] : INFO : Epoch 1592 | loss: 0.0311777 | val_loss: 0.0311946 | Time: 1434.23 ms [2022-04-11 14:21:57 main:574] : INFO : Epoch 1593 | loss: 0.0311758 | val_loss: 0.0311935 | Time: 1357.92 ms [2022-04-11 14:21:59 main:574] : INFO : Epoch 1594 | loss: 0.0311786 | val_loss: 0.031195 | Time: 1458.08 ms [2022-04-11 14:22:00 main:574] : INFO : Epoch 1595 | loss: 0.0311751 | val_loss: 0.0311957 | Time: 1409.68 ms [2022-04-11 14:22:01 main:574] : INFO : Epoch 1596 | loss: 0.0311771 | val_loss: 0.0311967 | Time: 1440.53 ms [2022-04-11 14:22:03 main:574] : INFO : Epoch 1597 | loss: 0.0311761 | val_loss: 0.0311963 | Time: 1516.75 ms [2022-04-11 14:22:04 main:574] : INFO : Epoch 1598 | loss: 0.0311779 | val_loss: 0.0311962 | Time: 1344.01 ms [2022-04-11 14:22:06 main:574] : INFO : Epoch 1599 | loss: 0.0311751 | val_loss: 0.0311956 | Time: 1461.19 ms [2022-04-11 14:22:07 main:574] : INFO : Epoch 1600 | loss: 0.0311755 | val_loss: 0.0311988 | Time: 1471.25 ms [2022-04-11 14:22:09 main:574] : INFO : Epoch 1601 | loss: 0.031176 | val_loss: 0.0311977 | Time: 1435.63 ms [2022-04-11 14:22:10 main:574] : INFO : Epoch 1602 | loss: 0.0311748 | val_loss: 0.031196 | Time: 1476.09 ms [2022-04-11 14:22:12 main:574] : INFO : Epoch 1603 | loss: 0.031175 | val_loss: 0.0311944 | Time: 1470.96 ms [2022-04-11 14:22:13 main:574] : INFO : Epoch 1604 | loss: 0.031174 | val_loss: 0.0311983 | Time: 1480.38 ms [2022-04-11 14:22:15 main:574] : INFO : Epoch 1605 | loss: 0.0311734 | val_loss: 0.0311958 | Time: 1495.52 ms [2022-04-11 14:22:16 main:574] : INFO : Epoch 1606 | loss: 0.0311745 | val_loss: 0.0311968 | Time: 1453.46 ms [2022-04-11 14:22:18 main:574] : INFO : Epoch 1607 | loss: 0.0311736 | val_loss: 0.0311935 | Time: 1514.03 ms [2022-04-11 14:22:19 main:574] : INFO : Epoch 1608 | loss: 0.0311718 | val_loss: 0.031198 | Time: 1464.79 ms [2022-04-11 14:22:21 main:574] : INFO : Epoch 1609 | loss: 0.0311752 | val_loss: 0.0311952 | Time: 1432.39 ms [2022-04-11 14:22:22 main:574] : INFO : Epoch 1610 | loss: 0.0311845 | val_loss: 0.0311984 | Time: 1434.25 ms [2022-04-11 14:22:23 main:574] : INFO : Epoch 1611 | loss: 0.0311848 | val_loss: 0.031195 | Time: 1359.95 ms [2022-04-11 14:22:25 main:574] : INFO : Epoch 1612 | loss: 0.0311835 | val_loss: 0.0311944 | Time: 1419.36 ms [2022-04-11 14:22:26 main:574] : INFO : Epoch 1613 | loss: 0.0311836 | val_loss: 0.031194 | Time: 1526.82 ms [2022-04-11 14:22:28 main:574] : INFO : Epoch 1614 | loss: 0.031182 | val_loss: 0.0311948 | Time: 1467.57 ms [2022-04-11 14:22:29 main:574] : INFO : Epoch 1615 | loss: 0.0311806 | val_loss: 0.0311926 | Time: 1506.66 ms [2022-04-11 14:22:31 main:574] : INFO : Epoch 1616 | loss: 0.0311808 | val_loss: 0.0312013 | Time: 1483.75 ms [2022-04-11 14:22:32 main:574] : INFO : Epoch 1617 | loss: 0.0311847 | val_loss: 0.031198 | Time: 1418.78 ms [2022-04-11 14:22:34 main:574] : INFO : Epoch 1618 | loss: 0.0311807 | val_loss: 0.0311931 | Time: 1458.79 ms [2022-04-11 14:22:35 main:574] : INFO : Epoch 1619 | loss: 0.031179 | val_loss: 0.0311944 | Time: 1397.96 ms [2022-04-11 14:22:37 main:574] : INFO : Epoch 1620 | loss: 0.0311792 | val_loss: 0.0311923 | Time: 1553.13 ms [2022-04-11 14:22:38 main:574] : INFO : Epoch 1621 | loss: 0.0311787 | val_loss: 0.0311914 | Time: 1364.68 ms [2022-04-11 14:22:40 main:574] : INFO : Epoch 1622 | loss: 0.0311782 | val_loss: 0.031194 | Time: 1492.98 ms [2022-04-11 14:22:41 main:574] : INFO : Epoch 1623 | loss: 0.0311772 | val_loss: 0.0311935 | Time: 1365.55 ms [2022-04-11 14:22:42 main:574] : INFO : Epoch 1624 | loss: 0.0311767 | val_loss: 0.0311934 | Time: 1482 ms [2022-04-11 14:22:44 main:574] : INFO : Epoch 1625 | loss: 0.0311782 | val_loss: 0.0311927 | Time: 1399.9 ms [2022-04-11 14:22:45 main:574] : INFO : Epoch 1626 | loss: 0.0311781 | val_loss: 0.031197 | Time: 1495.97 ms [2022-04-11 14:22:47 main:574] : INFO : Epoch 1627 | loss: 0.031178 | val_loss: 0.0311936 | Time: 1385.98 ms [2022-04-11 14:22:48 main:574] : INFO : Epoch 1628 | loss: 0.0311765 | val_loss: 0.0311946 | Time: 1485.32 ms [2022-04-11 14:22:50 main:574] : INFO : Epoch 1629 | loss: 0.031177 | val_loss: 0.0311948 | Time: 1530.74 ms [2022-04-11 14:22:51 main:574] : INFO : Epoch 1630 | loss: 0.0311781 | val_loss: 0.0311943 | Time: 1495.54 ms [2022-04-11 14:22:53 main:574] : INFO : Epoch 1631 | loss: 0.031176 | val_loss: 0.0311924 | Time: 1488.34 ms [2022-04-11 14:22:54 main:574] : INFO : Epoch 1632 | loss: 0.0311763 | val_loss: 0.0311951 | Time: 1464.8 ms [2022-04-11 14:22:56 main:574] : INFO : Epoch 1633 | loss: 0.0311778 | val_loss: 0.0311939 | Time: 1503.56 ms [2022-04-11 14:22:57 main:574] : INFO : Epoch 1634 | loss: 0.0311793 | val_loss: 0.031198 | Time: 1357.72 ms [2022-04-11 14:22:59 main:574] : INFO : Epoch 1635 | loss: 0.0311791 | val_loss: 0.0311928 | Time: 1434.86 ms [2022-04-11 14:23:00 main:574] : INFO : Epoch 1636 | loss: 0.0311783 | val_loss: 0.0311901 | Time: 1427.11 ms [2022-04-11 14:23:02 main:574] : INFO : Epoch 1637 | loss: 0.0311798 | val_loss: 0.0311936 | Time: 1488.98 ms [2022-04-11 14:23:03 main:574] : INFO : Epoch 1638 | loss: 0.0311793 | val_loss: 0.0311912 | Time: 1563.26 ms [2022-04-11 14:23:05 main:574] : INFO : Epoch 1639 | loss: 0.0311787 | val_loss: 0.0311943 | Time: 1526.39 ms [2022-04-11 14:23:06 main:574] : INFO : Epoch 1640 | loss: 0.03118 | val_loss: 0.0311926 | Time: 1422.65 ms [2022-04-11 14:23:07 main:574] : INFO : Epoch 1641 | loss: 0.0311775 | val_loss: 0.031191 | Time: 1373.7 ms [2022-04-11 14:23:09 main:574] : INFO : Epoch 1642 | loss: 0.0311775 | val_loss: 0.0311958 | Time: 1483.15 ms [2022-04-11 14:23:10 main:574] : INFO : Epoch 1643 | loss: 0.0311782 | val_loss: 0.0311919 | Time: 1515.54 ms [2022-04-11 14:23:12 main:574] : INFO : Epoch 1644 | loss: 0.0311774 | val_loss: 0.0311958 | Time: 1391.14 ms [2022-04-11 14:23:13 main:574] : INFO : Epoch 1645 | loss: 0.0311772 | val_loss: 0.031193 | Time: 1538.54 ms [2022-04-11 14:23:15 main:574] : INFO : Epoch 1646 | loss: 0.0311762 | val_loss: 0.0311947 | Time: 1489.27 ms [2022-04-11 14:23:16 main:574] : INFO : Epoch 1647 | loss: 0.0311754 | val_loss: 0.0311914 | Time: 1454.61 ms [2022-04-11 14:23:18 main:574] : INFO : Epoch 1648 | loss: 0.0311749 | val_loss: 0.0311927 | Time: 1463.93 ms [2022-04-11 14:23:19 main:574] : INFO : Epoch 1649 | loss: 0.0311751 | val_loss: 0.0311953 | Time: 1416.56 ms [2022-04-11 14:23:21 main:574] : INFO : Epoch 1650 | loss: 0.0311766 | val_loss: 0.0311932 | Time: 1356.25 ms [2022-04-11 14:23:22 main:574] : INFO : Epoch 1651 | loss: 0.0311757 | val_loss: 0.0311939 | Time: 1517.28 ms [2022-04-11 14:23:24 main:574] : INFO : Epoch 1652 | loss: 0.0311758 | val_loss: 0.0311929 | Time: 1525.53 ms [2022-04-11 14:23:25 main:574] : INFO : Epoch 1653 | loss: 0.0311767 | val_loss: 0.0311951 | Time: 1451.52 ms [2022-04-11 14:23:27 main:574] : INFO : Epoch 1654 | loss: 0.0311807 | val_loss: 0.0311927 | Time: 1358.42 ms [2022-04-11 14:23:28 main:574] : INFO : Epoch 1655 | loss: 0.0311809 | val_loss: 0.0311902 | Time: 1412.35 ms [2022-04-11 14:23:29 main:574] : INFO : Epoch 1656 | loss: 0.0311806 | val_loss: 0.0311963 | Time: 1395.86 ms [2022-04-11 14:23:31 main:574] : INFO : Epoch 1657 | loss: 0.0311787 | val_loss: 0.0311914 | Time: 1544.9 ms [2022-04-11 14:23:32 main:574] : INFO : Epoch 1658 | loss: 0.0311803 | val_loss: 0.0311966 | Time: 1505.79 ms [2022-04-11 14:23:34 main:574] : INFO : Epoch 1659 | loss: 0.0311808 | val_loss: 0.0311922 | Time: 1431.25 ms [2022-04-11 14:23:35 main:574] : INFO : Epoch 1660 | loss: 0.0311771 | val_loss: 0.0311901 | Time: 1503.97 ms [2022-04-11 14:23:37 main:574] : INFO : Epoch 1661 | loss: 0.0311765 | val_loss: 0.0311959 | Time: 1497.55 ms [2022-04-11 14:23:38 main:574] : INFO : Epoch 1662 | loss: 0.0311765 | val_loss: 0.031191 | Time: 1517.74 ms [2022-04-11 14:23:40 main:574] : INFO : Epoch 1663 | loss: 0.0311761 | val_loss: 0.0311917 | Time: 1412.05 ms [2022-04-11 14:23:41 main:574] : INFO : Epoch 1664 | loss: 0.0311756 | val_loss: 0.0311919 | Time: 1345.77 ms [2022-04-11 14:23:43 main:574] : INFO : Epoch 1665 | loss: 0.0311746 | val_loss: 0.0311907 | Time: 1519.36 ms [2022-04-11 14:23:44 main:574] : INFO : Epoch 1666 | loss: 0.0311751 | val_loss: 0.0311975 | Time: 1506.23 ms [2022-04-11 14:23:46 main:574] : INFO : Epoch 1667 | loss: 0.0311771 | val_loss: 0.0311917 | Time: 1462.82 ms [2022-04-11 14:23:47 main:574] : INFO : Epoch 1668 | loss: 0.0311738 | val_loss: 0.0311928 | Time: 1527.93 ms [2022-04-11 14:23:49 main:574] : INFO : Epoch 1669 | loss: 0.0311741 | val_loss: 0.0311904 | Time: 1464.71 ms [2022-04-11 14:23:50 main:574] : INFO : Epoch 1670 | loss: 0.0311728 | val_loss: 0.0311914 | Time: 1393.87 ms [2022-04-11 14:23:52 main:574] : INFO : Epoch 1671 | loss: 0.0311745 | val_loss: 0.0311916 | Time: 1539.66 ms [2022-04-11 14:23:53 main:574] : INFO : Epoch 1672 | loss: 0.031176 | val_loss: 0.031192 | Time: 1480.32 ms [2022-04-11 14:23:55 main:574] : INFO : Epoch 1673 | loss: 0.0311736 | val_loss: 0.0311936 | Time: 1480.76 ms [2022-04-11 14:23:56 main:574] : INFO : Epoch 1674 | loss: 0.0311734 | val_loss: 0.0311913 | Time: 1347.64 ms [2022-04-11 14:23:58 main:574] : INFO : Epoch 1675 | loss: 0.031173 | val_loss: 0.0311921 | Time: 1499.46 ms [2022-04-11 14:23:59 main:574] : INFO : Epoch 1676 | loss: 0.0311744 | val_loss: 0.0311907 | Time: 1484.83 ms [2022-04-11 14:24:01 main:574] : INFO : Epoch 1677 | loss: 0.0311769 | val_loss: 0.0311914 | Time: 1457.01 ms [2022-04-11 14:24:02 main:574] : INFO : Epoch 1678 | loss: 0.0311756 | val_loss: 0.0311942 | Time: 1444.68 ms [2022-04-11 14:24:04 main:574] : INFO : Epoch 1679 | loss: 0.0311778 | val_loss: 0.0311959 | Time: 1523.42 ms [2022-04-11 14:24:05 main:574] : INFO : Epoch 1680 | loss: 0.0311758 | val_loss: 0.0311935 | Time: 1611.53 ms [2022-04-11 14:24:07 main:574] : INFO : Epoch 1681 | loss: 0.0311779 | val_loss: 0.0311928 | Time: 1444.85 ms [2022-04-11 14:24:08 main:574] : INFO : Epoch 1682 | loss: 0.0311742 | val_loss: 0.0311934 | Time: 1477.23 ms [2022-04-11 14:24:10 main:574] : INFO : Epoch 1683 | loss: 0.0311758 | val_loss: 0.0311923 | Time: 1392.97 ms [2022-04-11 14:24:11 main:574] : INFO : Epoch 1684 | loss: 0.0311761 | val_loss: 0.0311912 | Time: 1478.76 ms [2022-04-11 14:24:12 main:574] : INFO : Epoch 1685 | loss: 0.0311768 | val_loss: 0.031191 | Time: 1350.63 ms [2022-04-11 14:24:14 main:574] : INFO : Epoch 1686 | loss: 0.0311756 | val_loss: 0.0311894 | Time: 1435.6 ms [2022-04-11 14:24:15 main:574] : INFO : Epoch 1687 | loss: 0.031177 | val_loss: 0.031196 | Time: 1515.5 ms [2022-04-11 14:24:17 main:574] : INFO : Epoch 1688 | loss: 0.0311784 | val_loss: 0.0311918 | Time: 1436.54 ms [2022-04-11 14:24:18 main:574] : INFO : Epoch 1689 | loss: 0.0311771 | val_loss: 0.0311933 | Time: 1527 ms [2022-04-11 14:24:20 main:574] : INFO : Epoch 1690 | loss: 0.0311839 | val_loss: 0.0312077 | Time: 1460.83 ms [2022-04-11 14:24:21 main:574] : INFO : Epoch 1691 | loss: 0.0311937 | val_loss: 0.0312108 | Time: 1477.54 ms [2022-04-11 14:24:23 main:574] : INFO : Epoch 1692 | loss: 0.0320421 | val_loss: 0.0317799 | Time: 1487.11 ms [2022-04-11 14:24:24 main:574] : INFO : Epoch 1693 | loss: 0.0391056 | val_loss: 0.0355525 | Time: 1508.27 ms [2022-04-11 14:24:26 main:574] : INFO : Epoch 1694 | loss: 0.0343723 | val_loss: 0.032043 | Time: 1348.46 ms [2022-04-11 14:24:27 main:574] : INFO : Epoch 1695 | loss: 0.0315525 | val_loss: 0.0312892 | Time: 1530.21 ms [2022-04-11 14:24:29 main:574] : INFO : Epoch 1696 | loss: 0.0312831 | val_loss: 0.0312524 | Time: 1390.2 ms [2022-04-11 14:24:30 main:574] : INFO : Epoch 1697 | loss: 0.0312372 | val_loss: 0.0312278 | Time: 1371.51 ms [2022-04-11 14:24:31 main:574] : INFO : Epoch 1698 | loss: 0.0312219 | val_loss: 0.0312191 | Time: 1434.8 ms [2022-04-11 14:24:33 main:574] : INFO : Epoch 1699 | loss: 0.0312161 | val_loss: 0.0312149 | Time: 1489.7 ms [2022-04-11 14:24:34 main:574] : INFO : Epoch 1700 | loss: 0.0312122 | val_loss: 0.0312115 | Time: 1384.8 ms [2022-04-11 14:24:36 main:574] : INFO : Epoch 1701 | loss: 0.0312092 | val_loss: 0.0312099 | Time: 1394.84 ms [2022-04-11 14:24:37 main:574] : INFO : Epoch 1702 | loss: 0.0312066 | val_loss: 0.0312067 | Time: 1462.28 ms [2022-04-11 14:24:39 main:574] : INFO : Epoch 1703 | loss: 0.0312041 | val_loss: 0.0312051 | Time: 1482.9 ms [2022-04-11 14:24:40 main:574] : INFO : Epoch 1704 | loss: 0.0312024 | val_loss: 0.0312024 | Time: 1383.58 ms [2022-04-11 14:24:42 main:574] : INFO : Epoch 1705 | loss: 0.0312002 | val_loss: 0.031201 | Time: 1533.66 ms [2022-04-11 14:24:43 main:574] : INFO : Epoch 1706 | loss: 0.0311987 | val_loss: 0.0312007 | Time: 1505.55 ms [2022-04-11 14:24:44 main:574] : INFO : Epoch 1707 | loss: 0.0311974 | val_loss: 0.0311998 | Time: 1357.43 ms [2022-04-11 14:24:46 main:574] : INFO : Epoch 1708 | loss: 0.0311967 | val_loss: 0.0311979 | Time: 1453.6 ms [2022-04-11 14:24:47 main:574] : INFO : Epoch 1709 | loss: 0.0311949 | val_loss: 0.0311976 | Time: 1478.02 ms [2022-04-11 14:24:49 main:574] : INFO : Epoch 1710 | loss: 0.0311942 | val_loss: 0.0311976 | Time: 1529.43 ms [2022-04-11 14:24:50 main:574] : INFO : Epoch 1711 | loss: 0.031194 | val_loss: 0.0311966 | Time: 1514.54 ms [2022-04-11 14:24:52 main:574] : INFO : Epoch 1712 | loss: 0.0311932 | val_loss: 0.0311962 | Time: 1376.83 ms [2022-04-11 14:24:53 main:574] : INFO : Epoch 1713 | loss: 0.031193 | val_loss: 0.0311956 | Time: 1369.99 ms [2022-04-11 14:24:55 main:574] : INFO : Epoch 1714 | loss: 0.0311924 | val_loss: 0.0311958 | Time: 1397.85 ms [2022-04-11 14:24:56 main:574] : INFO : Epoch 1715 | loss: 0.0311922 | val_loss: 0.0311959 | Time: 1504.04 ms [2022-04-11 14:24:58 main:574] : INFO : Epoch 1716 | loss: 0.0311917 | val_loss: 0.0311956 | Time: 1372.84 ms [2022-04-11 14:24:59 main:574] : INFO : Epoch 1717 | loss: 0.0311912 | val_loss: 0.0311955 | Time: 1373.07 ms [2022-04-11 14:25:00 main:574] : INFO : Epoch 1718 | loss: 0.0311904 | val_loss: 0.0311956 | Time: 1467.86 ms [2022-04-11 14:25:02 main:574] : INFO : Epoch 1719 | loss: 0.0311896 | val_loss: 0.0311949 | Time: 1517.69 ms [2022-04-11 14:25:03 main:574] : INFO : Epoch 1720 | loss: 0.0311898 | val_loss: 0.0311948 | Time: 1506.66 ms [2022-04-11 14:25:05 main:574] : INFO : Epoch 1721 | loss: 0.0311906 | val_loss: 0.0311949 | Time: 1392.38 ms [2022-04-11 14:25:06 main:574] : INFO : Epoch 1722 | loss: 0.0311894 | val_loss: 0.0311941 | Time: 1485.19 ms [2022-04-11 14:25:08 main:574] : INFO : Epoch 1723 | loss: 0.0311882 | val_loss: 0.0311939 | Time: 1454.44 ms [2022-04-11 14:25:09 main:574] : INFO : Epoch 1724 | loss: 0.0311874 | val_loss: 0.0311946 | Time: 1471.92 ms [2022-04-11 14:25:11 main:574] : INFO : Epoch 1725 | loss: 0.0311872 | val_loss: 0.0311939 | Time: 1484.82 ms [2022-04-11 14:25:12 main:574] : INFO : Epoch 1726 | loss: 0.0311868 | val_loss: 0.031193 | Time: 1463.38 ms [2022-04-11 14:25:14 main:574] : INFO : Epoch 1727 | loss: 0.031187 | val_loss: 0.0311951 | Time: 1448.43 ms [2022-04-11 14:25:15 main:574] : INFO : Epoch 1728 | loss: 0.0311865 | val_loss: 0.0311944 | Time: 1561.61 ms [2022-04-11 14:25:17 main:574] : INFO : Epoch 1729 | loss: 0.0311885 | val_loss: 0.0311934 | Time: 1471.65 ms [2022-04-11 14:25:18 main:574] : INFO : Epoch 1730 | loss: 0.031186 | val_loss: 0.0311927 | Time: 1444.01 ms [2022-04-11 14:25:20 main:574] : INFO : Epoch 1731 | loss: 0.0311855 | val_loss: 0.0311925 | Time: 1550.4 ms [2022-04-11 14:25:21 main:574] : INFO : Epoch 1732 | loss: 0.031185 | val_loss: 0.0311934 | Time: 1489.09 ms [2022-04-11 14:25:23 main:574] : INFO : Epoch 1733 | loss: 0.0311853 | val_loss: 0.0311928 | Time: 1469.4 ms [2022-04-11 14:25:24 main:574] : INFO : Epoch 1734 | loss: 0.0311848 | val_loss: 0.031194 | Time: 1410.93 ms [2022-04-11 14:25:26 main:574] : INFO : Epoch 1735 | loss: 0.0311844 | val_loss: 0.0311924 | Time: 1515.17 ms [2022-04-11 14:25:27 main:574] : INFO : Epoch 1736 | loss: 0.031185 | val_loss: 0.0311916 | Time: 1387.6 ms [2022-04-11 14:25:29 main:574] : INFO : Epoch 1737 | loss: 0.0311847 | val_loss: 0.0311914 | Time: 1425.35 ms [2022-04-11 14:25:30 main:574] : INFO : Epoch 1738 | loss: 0.0311846 | val_loss: 0.0311905 | Time: 1466.73 ms [2022-04-11 14:25:32 main:574] : INFO : Epoch 1739 | loss: 0.0311842 | val_loss: 0.0311912 | Time: 1371.62 ms [2022-04-11 14:25:33 main:574] : INFO : Epoch 1740 | loss: 0.0311845 | val_loss: 0.0311912 | Time: 1493.03 ms [2022-04-11 14:25:35 main:574] : INFO : Epoch 1741 | loss: 0.0311845 | val_loss: 0.0311908 | Time: 1380.67 ms [2022-04-11 14:25:36 main:574] : INFO : Epoch 1742 | loss: 0.0311838 | val_loss: 0.0311906 | Time: 1521.5 ms [2022-04-11 14:25:38 main:574] : INFO : Epoch 1743 | loss: 0.0311837 | val_loss: 0.0311917 | Time: 1482.84 ms [2022-04-11 14:25:39 main:574] : INFO : Epoch 1744 | loss: 0.0311843 | val_loss: 0.0311915 | Time: 1508.04 ms [2022-04-11 14:25:40 main:574] : INFO : Epoch 1745 | loss: 0.0311837 | val_loss: 0.0311896 | Time: 1443.2 ms [2022-04-11 14:25:42 main:574] : INFO : Epoch 1746 | loss: 0.0311822 | val_loss: 0.0311901 | Time: 1463.82 ms [2022-04-11 14:25:43 main:574] : INFO : Epoch 1747 | loss: 0.0311821 | val_loss: 0.0311898 | Time: 1396.08 ms [2022-04-11 14:25:45 main:574] : INFO : Epoch 1748 | loss: 0.0311825 | val_loss: 0.0311899 | Time: 1526.44 ms [2022-04-11 14:25:46 main:574] : INFO : Epoch 1749 | loss: 0.031183 | val_loss: 0.0311922 | Time: 1359.32 ms [2022-04-11 14:25:48 main:574] : INFO : Epoch 1750 | loss: 0.031183 | val_loss: 0.0311931 | Time: 1481.86 ms [2022-04-11 14:25:49 main:574] : INFO : Epoch 1751 | loss: 0.0311838 | val_loss: 0.0311933 | Time: 1519.95 ms [2022-04-11 14:25:51 main:574] : INFO : Epoch 1752 | loss: 0.0311833 | val_loss: 0.0311949 | Time: 1541.49 ms [2022-04-11 14:25:52 main:574] : INFO : Epoch 1753 | loss: 0.0311835 | val_loss: 0.0311906 | Time: 1396.06 ms [2022-04-11 14:25:54 main:574] : INFO : Epoch 1754 | loss: 0.031183 | val_loss: 0.0311901 | Time: 1475.09 ms [2022-04-11 14:25:55 main:574] : INFO : Epoch 1755 | loss: 0.0311828 | val_loss: 0.03119 | Time: 1427.39 ms [2022-04-11 14:25:57 main:574] : INFO : Epoch 1756 | loss: 0.0311815 | val_loss: 0.03119 | Time: 1495.31 ms [2022-04-11 14:25:58 main:574] : INFO : Epoch 1757 | loss: 0.0311818 | val_loss: 0.0311935 | Time: 1484.88 ms [2022-04-11 14:26:00 main:574] : INFO : Epoch 1758 | loss: 0.0311826 | val_loss: 0.0311955 | Time: 1495.57 ms [2022-04-11 14:26:01 main:574] : INFO : Epoch 1759 | loss: 0.0311827 | val_loss: 0.0311905 | Time: 1389.06 ms [2022-04-11 14:26:03 main:574] : INFO : Epoch 1760 | loss: 0.0311813 | val_loss: 0.0311898 | Time: 1515.31 ms [2022-04-11 14:26:04 main:574] : INFO : Epoch 1761 | loss: 0.0311804 | val_loss: 0.0311902 | Time: 1519.85 ms [2022-04-11 14:26:06 main:574] : INFO : Epoch 1762 | loss: 0.0311806 | val_loss: 0.0311911 | Time: 1404.03 ms [2022-04-11 14:26:07 main:574] : INFO : Epoch 1763 | loss: 0.0311802 | val_loss: 0.0311914 | Time: 1360.86 ms [2022-04-11 14:26:09 main:574] : INFO : Epoch 1764 | loss: 0.0311812 | val_loss: 0.0311914 | Time: 1582.45 ms [2022-04-11 14:26:10 main:574] : INFO : Epoch 1765 | loss: 0.0311812 | val_loss: 0.0311902 | Time: 1382.05 ms [2022-04-11 14:26:11 main:574] : INFO : Epoch 1766 | loss: 0.0311802 | val_loss: 0.0311911 | Time: 1390.8 ms [2022-04-11 14:26:13 main:574] : INFO : Epoch 1767 | loss: 0.0311816 | val_loss: 0.0311911 | Time: 1512.37 ms [2022-04-11 14:26:15 main:574] : INFO : Epoch 1768 | loss: 0.0311808 | val_loss: 0.0311908 | Time: 1531.28 ms [2022-04-11 14:26:16 main:574] : INFO : Epoch 1769 | loss: 0.0311821 | val_loss: 0.0311905 | Time: 1523.56 ms [2022-04-11 14:26:18 main:574] : INFO : Epoch 1770 | loss: 0.0311824 | val_loss: 0.0311909 | Time: 1534.57 ms [2022-04-11 14:26:19 main:574] : INFO : Epoch 1771 | loss: 0.0311812 | val_loss: 0.0311903 | Time: 1518.63 ms [2022-04-11 14:26:21 main:574] : INFO : Epoch 1772 | loss: 0.0311804 | val_loss: 0.0311905 | Time: 1476.5 ms [2022-04-11 14:26:22 main:574] : INFO : Epoch 1773 | loss: 0.0311813 | val_loss: 0.0311902 | Time: 1504.99 ms [2022-04-11 14:26:24 main:574] : INFO : Epoch 1774 | loss: 0.0311798 | val_loss: 0.0311902 | Time: 1529.91 ms [2022-04-11 14:26:25 main:574] : INFO : Epoch 1775 | loss: 0.0311815 | val_loss: 0.03119 | Time: 1521.54 ms [2022-04-11 14:26:27 main:574] : INFO : Epoch 1776 | loss: 0.0311803 | val_loss: 0.0311906 | Time: 1469.22 ms [2022-04-11 14:26:28 main:574] : INFO : Epoch 1777 | loss: 0.0311791 | val_loss: 0.0311941 | Time: 1392.84 ms [2022-04-11 14:26:30 main:574] : INFO : Epoch 1778 | loss: 0.0311814 | val_loss: 0.0311897 | Time: 1512.99 ms [2022-04-11 14:26:31 main:574] : INFO : Epoch 1779 | loss: 0.0311794 | val_loss: 0.031191 | Time: 1534.14 ms [2022-04-11 14:26:33 main:574] : INFO : Epoch 1780 | loss: 0.0311796 | val_loss: 0.0311905 | Time: 1412.11 ms [2022-04-11 14:26:34 main:574] : INFO : Epoch 1781 | loss: 0.031179 | val_loss: 0.03119 | Time: 1423.26 ms [2022-04-11 14:26:35 main:574] : INFO : Epoch 1782 | loss: 0.0311795 | val_loss: 0.0311913 | Time: 1352.03 ms [2022-04-11 14:26:37 main:574] : INFO : Epoch 1783 | loss: 0.0311797 | val_loss: 0.0311915 | Time: 1432.09 ms [2022-04-11 14:26:38 main:574] : INFO : Epoch 1784 | loss: 0.0311798 | val_loss: 0.0311913 | Time: 1460.69 ms [2022-04-11 14:26:40 main:574] : INFO : Epoch 1785 | loss: 0.0311787 | val_loss: 0.0311905 | Time: 1478.36 ms [2022-04-11 14:26:41 main:574] : INFO : Epoch 1786 | loss: 0.0311777 | val_loss: 0.0311909 | Time: 1433.21 ms [2022-04-11 14:26:43 main:574] : INFO : Epoch 1787 | loss: 0.0311779 | val_loss: 0.0311916 | Time: 1373.68 ms [2022-04-11 14:26:44 main:574] : INFO : Epoch 1788 | loss: 0.0311777 | val_loss: 0.031192 | Time: 1410.46 ms [2022-04-11 14:26:46 main:574] : INFO : Epoch 1789 | loss: 0.0311781 | val_loss: 0.0311906 | Time: 1417.81 ms [2022-04-11 14:26:47 main:574] : INFO : Epoch 1790 | loss: 0.0311773 | val_loss: 0.0311918 | Time: 1420.71 ms [2022-04-11 14:26:48 main:574] : INFO : Epoch 1791 | loss: 0.0311802 | val_loss: 0.031192 | Time: 1461.29 ms [2022-04-11 14:26:50 main:574] : INFO : Epoch 1792 | loss: 0.0311795 | val_loss: 0.0311892 | Time: 1369.44 ms [2022-04-11 14:26:51 main:574] : INFO : Epoch 1793 | loss: 0.0311804 | val_loss: 0.0311905 | Time: 1441.99 ms [2022-04-11 14:26:53 main:574] : INFO : Epoch 1794 | loss: 0.0311787 | val_loss: 0.0311899 | Time: 1409.22 ms [2022-04-11 14:26:54 main:574] : INFO : Epoch 1795 | loss: 0.0311794 | val_loss: 0.0311923 | Time: 1547.23 ms [2022-04-11 14:26:56 main:574] : INFO : Epoch 1796 | loss: 0.0311785 | val_loss: 0.0311922 | Time: 1355.71 ms [2022-04-11 14:26:57 main:574] : INFO : Epoch 1797 | loss: 0.0311807 | val_loss: 0.0311912 | Time: 1445.3 ms [2022-04-11 14:26:59 main:574] : INFO : Epoch 1798 | loss: 0.0311816 | val_loss: 0.0311898 | Time: 1497.97 ms [2022-04-11 14:27:00 main:574] : INFO : Epoch 1799 | loss: 0.0311804 | val_loss: 0.0311901 | Time: 1452.15 ms [2022-04-11 14:27:02 main:574] : INFO : Epoch 1800 | loss: 0.0311795 | val_loss: 0.031193 | Time: 1532.84 ms [2022-04-11 14:27:03 main:574] : INFO : Epoch 1801 | loss: 0.0311796 | val_loss: 0.0311901 | Time: 1408.41 ms [2022-04-11 14:27:04 main:574] : INFO : Epoch 1802 | loss: 0.0311786 | val_loss: 0.0311922 | Time: 1506.17 ms [2022-04-11 14:27:06 main:574] : INFO : Epoch 1803 | loss: 0.0311812 | val_loss: 0.03119 | Time: 1452.75 ms [2022-04-11 14:27:07 main:574] : INFO : Epoch 1804 | loss: 0.03118 | val_loss: 0.0311899 | Time: 1428.6 ms [2022-04-11 14:27:09 main:574] : INFO : Epoch 1805 | loss: 0.0311782 | val_loss: 0.0311911 | Time: 1475.12 ms [2022-04-11 14:27:10 main:574] : INFO : Epoch 1806 | loss: 0.0311781 | val_loss: 0.0311916 | Time: 1430.66 ms [2022-04-11 14:27:12 main:574] : INFO : Epoch 1807 | loss: 0.0311793 | val_loss: 0.0311909 | Time: 1515.81 ms [2022-04-11 14:27:13 main:574] : INFO : Epoch 1808 | loss: 0.0311792 | val_loss: 0.0311912 | Time: 1520.91 ms [2022-04-11 14:27:15 main:574] : INFO : Epoch 1809 | loss: 0.031179 | val_loss: 0.0311906 | Time: 1503.24 ms [2022-04-11 14:27:16 main:574] : INFO : Epoch 1810 | loss: 0.0311775 | val_loss: 0.0311902 | Time: 1416.46 ms [2022-04-11 14:27:18 main:574] : INFO : Epoch 1811 | loss: 0.0311782 | val_loss: 0.0311905 | Time: 1350.53 ms [2022-04-11 14:27:19 main:574] : INFO : Epoch 1812 | loss: 0.0311772 | val_loss: 0.0311897 | Time: 1404.47 ms [2022-04-11 14:27:21 main:574] : INFO : Epoch 1813 | loss: 0.0311771 | val_loss: 0.0311891 | Time: 1481.95 ms [2022-04-11 14:27:22 main:574] : INFO : Epoch 1814 | loss: 0.0311782 | val_loss: 0.0311927 | Time: 1414.48 ms [2022-04-11 14:27:24 main:574] : INFO : Epoch 1815 | loss: 0.0311777 | val_loss: 0.0311907 | Time: 1449.31 ms [2022-04-11 14:27:25 main:574] : INFO : Epoch 1816 | loss: 0.0311767 | val_loss: 0.0311893 | Time: 1552.47 ms [2022-04-11 14:27:27 main:574] : INFO : Epoch 1817 | loss: 0.0311756 | val_loss: 0.0311901 | Time: 1458.45 ms [2022-04-11 14:27:28 main:574] : INFO : Epoch 1818 | loss: 0.0311758 | val_loss: 0.0311911 | Time: 1394.44 ms [2022-04-11 14:27:29 main:574] : INFO : Epoch 1819 | loss: 0.0311753 | val_loss: 0.0311897 | Time: 1407.91 ms [2022-04-11 14:27:31 main:574] : INFO : Epoch 1820 | loss: 0.0311754 | val_loss: 0.0311898 | Time: 1481.28 ms [2022-04-11 14:27:32 main:574] : INFO : Epoch 1821 | loss: 0.0311764 | val_loss: 0.0311939 | Time: 1462.91 ms [2022-04-11 14:27:34 main:574] : INFO : Epoch 1822 | loss: 0.0311768 | val_loss: 0.0311926 | Time: 1503.51 ms [2022-04-11 14:27:35 main:574] : INFO : Epoch 1823 | loss: 0.0311766 | val_loss: 0.0311935 | Time: 1461.82 ms [2022-04-11 14:27:37 main:574] : INFO : Epoch 1824 | loss: 0.0311772 | val_loss: 0.0311907 | Time: 1413.65 ms [2022-04-11 14:27:38 main:574] : INFO : Epoch 1825 | loss: 0.0311745 | val_loss: 0.0311897 | Time: 1468.9 ms [2022-04-11 14:27:40 main:574] : INFO : Epoch 1826 | loss: 0.0311743 | val_loss: 0.0311897 | Time: 1487.25 ms [2022-04-11 14:27:41 main:574] : INFO : Epoch 1827 | loss: 0.0311748 | val_loss: 0.0311913 | Time: 1478.34 ms [2022-04-11 14:27:43 main:574] : INFO : Epoch 1828 | loss: 0.0311752 | val_loss: 0.0311922 | Time: 1519.09 ms [2022-04-11 14:27:44 main:574] : INFO : Epoch 1829 | loss: 0.0311744 | val_loss: 0.0311921 | Time: 1476.97 ms [2022-04-11 14:27:46 main:574] : INFO : Epoch 1830 | loss: 0.0311768 | val_loss: 0.0311894 | Time: 1468.97 ms [2022-04-11 14:27:47 main:574] : INFO : Epoch 1831 | loss: 0.031178 | val_loss: 0.0311894 | Time: 1515.23 ms [2022-04-11 14:27:49 main:574] : INFO : Epoch 1832 | loss: 0.031177 | val_loss: 0.0311888 | Time: 1367.99 ms [2022-04-11 14:27:50 main:574] : INFO : Epoch 1833 | loss: 0.0311762 | val_loss: 0.0311888 | Time: 1486.29 ms [2022-04-11 14:27:52 main:574] : INFO : Epoch 1834 | loss: 0.0311757 | val_loss: 0.0311912 | Time: 1480.01 ms [2022-04-11 14:27:53 main:574] : INFO : Epoch 1835 | loss: 0.0311747 | val_loss: 0.0311915 | Time: 1439.14 ms [2022-04-11 14:27:55 main:574] : INFO : Epoch 1836 | loss: 0.0311744 | val_loss: 0.0311878 | Time: 1508.24 ms [2022-04-11 14:27:56 main:574] : INFO : Epoch 1837 | loss: 0.0311742 | val_loss: 0.0311889 | Time: 1364.81 ms [2022-04-11 14:27:57 main:574] : INFO : Epoch 1838 | loss: 0.0311742 | val_loss: 0.031189 | Time: 1345.76 ms [2022-04-11 14:27:59 main:574] : INFO : Epoch 1839 | loss: 0.0311735 | val_loss: 0.0311899 | Time: 1455.41 ms [2022-04-11 14:28:00 main:574] : INFO : Epoch 1840 | loss: 0.0311764 | val_loss: 0.0311901 | Time: 1533.78 ms [2022-04-11 14:28:02 main:574] : INFO : Epoch 1841 | loss: 0.0311759 | val_loss: 0.0311909 | Time: 1353.43 ms [2022-04-11 14:28:03 main:574] : INFO : Epoch 1842 | loss: 0.0311761 | val_loss: 0.0311899 | Time: 1376.82 ms [2022-04-11 14:28:05 main:574] : INFO : Epoch 1843 | loss: 0.0311783 | val_loss: 0.031191 | Time: 1515.68 ms [2022-04-11 14:28:06 main:574] : INFO : Epoch 1844 | loss: 0.031178 | val_loss: 0.0311902 | Time: 1490.53 ms [2022-04-11 14:28:08 main:574] : INFO : Epoch 1845 | loss: 0.0311766 | val_loss: 0.031189 | Time: 1452.94 ms [2022-04-11 14:28:09 main:574] : INFO : Epoch 1846 | loss: 0.0311748 | val_loss: 0.031191 | Time: 1434.36 ms [2022-04-11 14:28:11 main:574] : INFO : Epoch 1847 | loss: 0.0311755 | val_loss: 0.03119 | Time: 1471.92 ms [2022-04-11 14:28:12 main:574] : INFO : Epoch 1848 | loss: 0.0311754 | val_loss: 0.0311911 | Time: 1508.92 ms [2022-04-11 14:28:14 main:574] : INFO : Epoch 1849 | loss: 0.0311752 | val_loss: 0.0311898 | Time: 1387.57 ms [2022-04-11 14:28:15 main:574] : INFO : Epoch 1850 | loss: 0.0311745 | val_loss: 0.0311903 | Time: 1476.35 ms [2022-04-11 14:28:16 main:574] : INFO : Epoch 1851 | loss: 0.0311734 | val_loss: 0.0311888 | Time: 1364.49 ms [2022-04-11 14:28:18 main:574] : INFO : Epoch 1852 | loss: 0.0311739 | val_loss: 0.0311889 | Time: 1464.2 ms [2022-04-11 14:28:19 main:574] : INFO : Epoch 1853 | loss: 0.0311735 | val_loss: 0.0311905 | Time: 1470.17 ms [2022-04-11 14:28:21 main:574] : INFO : Epoch 1854 | loss: 0.0311741 | val_loss: 0.0311892 | Time: 1441.59 ms [2022-04-11 14:28:22 main:574] : INFO : Epoch 1855 | loss: 0.0311741 | val_loss: 0.0311914 | Time: 1484.72 ms [2022-04-11 14:28:24 main:574] : INFO : Epoch 1856 | loss: 0.031174 | val_loss: 0.0311907 | Time: 1367.18 ms [2022-04-11 14:28:25 main:574] : INFO : Epoch 1857 | loss: 0.0311738 | val_loss: 0.0311905 | Time: 1491.52 ms [2022-04-11 14:28:27 main:574] : INFO : Epoch 1858 | loss: 0.0311736 | val_loss: 0.0311886 | Time: 1478.86 ms [2022-04-11 14:28:28 main:574] : INFO : Epoch 1859 | loss: 0.0311738 | val_loss: 0.0311891 | Time: 1477.44 ms [2022-04-11 14:28:30 main:574] : INFO : Epoch 1860 | loss: 0.0311735 | val_loss: 0.0311902 | Time: 1518.59 ms [2022-04-11 14:28:31 main:574] : INFO : Epoch 1861 | loss: 0.0311734 | val_loss: 0.0311898 | Time: 1352.44 ms [2022-04-11 14:28:33 main:574] : INFO : Epoch 1862 | loss: 0.0311725 | val_loss: 0.0311894 | Time: 1465.45 ms [2022-04-11 14:28:34 main:574] : INFO : Epoch 1863 | loss: 0.0311717 | val_loss: 0.0311893 | Time: 1527.1 ms [2022-04-11 14:28:36 main:574] : INFO : Epoch 1864 | loss: 0.0311726 | val_loss: 0.0311874 | Time: 1424.04 ms [2022-04-11 14:28:37 main:574] : INFO : Epoch 1865 | loss: 0.0311741 | val_loss: 0.0311979 | Time: 1484.02 ms [2022-04-11 14:28:39 main:574] : INFO : Epoch 1866 | loss: 0.0311768 | val_loss: 0.0311923 | Time: 1491.4 ms [2022-04-11 14:28:40 main:574] : INFO : Epoch 1867 | loss: 0.0311749 | val_loss: 0.0311897 | Time: 1340.99 ms [2022-04-11 14:28:41 main:574] : INFO : Epoch 1868 | loss: 0.0311731 | val_loss: 0.0311891 | Time: 1381.2 ms [2022-04-11 14:28:43 main:574] : INFO : Epoch 1869 | loss: 0.0311743 | val_loss: 0.0311921 | Time: 1511.37 ms [2022-04-11 14:28:44 main:574] : INFO : Epoch 1870 | loss: 0.0311721 | val_loss: 0.0311899 | Time: 1406.19 ms [2022-04-11 14:28:46 main:574] : INFO : Epoch 1871 | loss: 0.0311714 | val_loss: 0.0311903 | Time: 1363.43 ms [2022-04-11 14:28:47 main:574] : INFO : Epoch 1872 | loss: 0.0311724 | val_loss: 0.0311896 | Time: 1499.61 ms [2022-04-11 14:28:48 main:574] : INFO : Epoch 1873 | loss: 0.0311717 | val_loss: 0.0311904 | Time: 1342.93 ms [2022-04-11 14:28:50 main:574] : INFO : Epoch 1874 | loss: 0.031171 | val_loss: 0.0311888 | Time: 1340.18 ms [2022-04-11 14:28:51 main:574] : INFO : Epoch 1875 | loss: 0.0311705 | val_loss: 0.0311905 | Time: 1520.1 ms [2022-04-11 14:28:53 main:574] : INFO : Epoch 1876 | loss: 0.0311695 | val_loss: 0.0311918 | Time: 1469.68 ms [2022-04-11 14:28:54 main:574] : INFO : Epoch 1877 | loss: 0.0311708 | val_loss: 0.031189 | Time: 1342.47 ms [2022-04-11 14:28:56 main:574] : INFO : Epoch 1878 | loss: 0.0311732 | val_loss: 0.0311958 | Time: 1419.75 ms [2022-04-11 14:28:57 main:574] : INFO : Epoch 1879 | loss: 0.0311733 | val_loss: 0.031192 | Time: 1511.37 ms [2022-04-11 14:28:59 main:574] : INFO : Epoch 1880 | loss: 0.031174 | val_loss: 0.0311925 | Time: 1376.63 ms [2022-04-11 14:29:00 main:574] : INFO : Epoch 1881 | loss: 0.0311739 | val_loss: 0.0311931 | Time: 1480.87 ms [2022-04-11 14:29:01 main:574] : INFO : Epoch 1882 | loss: 0.0311741 | val_loss: 0.0311914 | Time: 1484.55 ms [2022-04-11 14:29:03 main:574] : INFO : Epoch 1883 | loss: 0.0311733 | val_loss: 0.031189 | Time: 1542.55 ms [2022-04-11 14:29:05 main:574] : INFO : Epoch 1884 | loss: 0.0311772 | val_loss: 0.0311932 | Time: 1547.42 ms [2022-04-11 14:29:06 main:574] : INFO : Epoch 1885 | loss: 0.031177 | val_loss: 0.0311908 | Time: 1469 ms [2022-04-11 14:29:08 main:574] : INFO : Epoch 1886 | loss: 0.0311791 | val_loss: 0.0311904 | Time: 1459.52 ms [2022-04-11 14:29:09 main:574] : INFO : Epoch 1887 | loss: 0.03118 | val_loss: 0.0311907 | Time: 1440.72 ms [2022-04-11 14:29:11 main:574] : INFO : Epoch 1888 | loss: 0.0311795 | val_loss: 0.0311913 | Time: 1554.59 ms [2022-04-11 14:29:12 main:574] : INFO : Epoch 1889 | loss: 0.0311792 | val_loss: 0.0311912 | Time: 1519.09 ms [2022-04-11 14:29:14 main:574] : INFO : Epoch 1890 | loss: 0.0311778 | val_loss: 0.0311901 | Time: 1423.48 ms [2022-04-11 14:29:15 main:574] : INFO : Epoch 1891 | loss: 0.0311755 | val_loss: 0.0311895 | Time: 1488.76 ms [2022-04-11 14:29:17 main:574] : INFO : Epoch 1892 | loss: 0.0311755 | val_loss: 0.03119 | Time: 1479.83 ms [2022-04-11 14:29:18 main:574] : INFO : Epoch 1893 | loss: 0.0311751 | val_loss: 0.0311887 | Time: 1493.89 ms [2022-04-11 14:29:19 main:574] : INFO : Epoch 1894 | loss: 0.0311775 | val_loss: 0.0311892 | Time: 1471.21 ms [2022-04-11 14:29:21 main:574] : INFO : Epoch 1895 | loss: 0.0311763 | val_loss: 0.0311911 | Time: 1532.51 ms [2022-04-11 14:29:23 main:574] : INFO : Epoch 1896 | loss: 0.0311752 | val_loss: 0.0311888 | Time: 1563.94 ms [2022-04-11 14:29:24 main:574] : INFO : Epoch 1897 | loss: 0.031175 | val_loss: 0.0311896 | Time: 1407.31 ms [2022-04-11 14:29:26 main:574] : INFO : Epoch 1898 | loss: 0.0311745 | val_loss: 0.0311944 | Time: 1504.84 ms [2022-04-11 14:29:27 main:574] : INFO : Epoch 1899 | loss: 0.0311751 | val_loss: 0.0311926 | Time: 1534.51 ms [2022-04-11 14:29:29 main:574] : INFO : Epoch 1900 | loss: 0.0311728 | val_loss: 0.0311906 | Time: 1516.63 ms [2022-04-11 14:29:30 main:574] : INFO : Epoch 1901 | loss: 0.0311732 | val_loss: 0.0311898 | Time: 1360.8 ms [2022-04-11 14:29:32 main:574] : INFO : Epoch 1902 | loss: 0.0311731 | val_loss: 0.0311901 | Time: 1493.23 ms [2022-04-11 14:29:33 main:574] : INFO : Epoch 1903 | loss: 0.0311746 | val_loss: 0.0312 | Time: 1445.37 ms [2022-04-11 14:29:34 main:574] : INFO : Epoch 1904 | loss: 0.0311743 | val_loss: 0.0311901 | Time: 1361.51 ms [2022-04-11 14:29:36 main:574] : INFO : Epoch 1905 | loss: 0.031172 | val_loss: 0.031189 | Time: 1364.87 ms [2022-04-11 14:29:37 main:574] : INFO : Epoch 1906 | loss: 0.0311722 | val_loss: 0.0311905 | Time: 1460.7 ms [2022-04-11 14:29:39 main:574] : INFO : Epoch 1907 | loss: 0.0311718 | val_loss: 0.0311908 | Time: 1493.93 ms [2022-04-11 14:29:40 main:574] : INFO : Epoch 1908 | loss: 0.0311715 | val_loss: 0.0311907 | Time: 1467.05 ms [2022-04-11 14:29:42 main:574] : INFO : Epoch 1909 | loss: 0.0311715 | val_loss: 0.0311932 | Time: 1374.32 ms [2022-04-11 14:29:43 main:574] : INFO : Epoch 1910 | loss: 0.0311724 | val_loss: 0.0311908 | Time: 1450.12 ms [2022-04-11 14:29:44 main:574] : INFO : Epoch 1911 | loss: 0.0311707 | val_loss: 0.0311898 | Time: 1432.04 ms [2022-04-11 14:29:46 main:574] : INFO : Epoch 1912 | loss: 0.031171 | val_loss: 0.0311915 | Time: 1588.5 ms [2022-04-11 14:29:48 main:574] : INFO : Epoch 1913 | loss: 0.031171 | val_loss: 0.0311914 | Time: 1514.92 ms [2022-04-11 14:29:49 main:574] : INFO : Epoch 1914 | loss: 0.0311702 | val_loss: 0.0311919 | Time: 1454.51 ms [2022-04-11 14:29:51 main:574] : INFO : Epoch 1915 | loss: 0.0311724 | val_loss: 0.0311914 | Time: 1471.79 ms [2022-04-11 14:29:52 main:574] : INFO : Epoch 1916 | loss: 0.0311691 | val_loss: 0.031191 | Time: 1502.54 ms [2022-04-11 14:29:54 main:574] : INFO : Epoch 1917 | loss: 0.0311689 | val_loss: 0.031192 | Time: 1551.19 ms [2022-04-11 14:29:55 main:574] : INFO : Epoch 1918 | loss: 0.0311694 | val_loss: 0.0311901 | Time: 1377.55 ms [2022-04-11 14:29:57 main:574] : INFO : Epoch 1919 | loss: 0.0311706 | val_loss: 0.0311922 | Time: 1493.84 ms [2022-04-11 14:29:58 main:574] : INFO : Epoch 1920 | loss: 0.0311721 | val_loss: 0.0311916 | Time: 1539.08 ms [2022-04-11 14:30:00 main:574] : INFO : Epoch 1921 | loss: 0.0311709 | val_loss: 0.0311903 | Time: 1497.76 ms [2022-04-11 14:30:01 main:574] : INFO : Epoch 1922 | loss: 0.0311738 | val_loss: 0.0311905 | Time: 1479.97 ms [2022-04-11 14:30:03 main:574] : INFO : Epoch 1923 | loss: 0.0311728 | val_loss: 0.0311907 | Time: 1447.48 ms [2022-04-11 14:30:04 main:574] : INFO : Epoch 1924 | loss: 0.0311716 | val_loss: 0.0311897 | Time: 1345.48 ms [2022-04-11 14:30:05 main:574] : INFO : Epoch 1925 | loss: 0.0311718 | val_loss: 0.0311918 | Time: 1517.39 ms [2022-04-11 14:30:07 main:574] : INFO : Epoch 1926 | loss: 0.031173 | val_loss: 0.031189 | Time: 1533.67 ms [2022-04-11 14:30:08 main:574] : INFO : Epoch 1927 | loss: 0.0311734 | val_loss: 0.0311911 | Time: 1413.73 ms [2022-04-11 14:30:10 main:574] : INFO : Epoch 1928 | loss: 0.0311725 | val_loss: 0.0311943 | Time: 1338.87 ms [2022-04-11 14:30:11 main:574] : INFO : Epoch 1929 | loss: 0.0311713 | val_loss: 0.0311907 | Time: 1478.6 ms [2022-04-11 14:30:13 main:574] : INFO : Epoch 1930 | loss: 0.0311707 | val_loss: 0.0311891 | Time: 1382.29 ms [2022-04-11 14:30:14 main:574] : INFO : Epoch 1931 | loss: 0.0311701 | val_loss: 0.0311911 | Time: 1509.84 ms [2022-04-11 14:30:16 main:574] : INFO : Epoch 1932 | loss: 0.0311693 | val_loss: 0.0311909 | Time: 1493.45 ms [2022-04-11 14:30:17 main:574] : INFO : Epoch 1933 | loss: 0.0311696 | val_loss: 0.0311945 | Time: 1358.18 ms [2022-04-11 14:30:19 main:574] : INFO : Epoch 1934 | loss: 0.0311709 | val_loss: 0.0311907 | Time: 1548.11 ms [2022-04-11 14:30:20 main:574] : INFO : Epoch 1935 | loss: 0.0311704 | val_loss: 0.0311912 | Time: 1501.17 ms [2022-04-11 14:30:22 main:574] : INFO : Epoch 1936 | loss: 0.0311711 | val_loss: 0.0311959 | Time: 1497.59 ms [2022-04-11 14:30:23 main:574] : INFO : Epoch 1937 | loss: 0.0311705 | val_loss: 0.0311907 | Time: 1409.04 ms [2022-04-11 14:30:25 main:574] : INFO : Epoch 1938 | loss: 0.0311702 | val_loss: 0.0311918 | Time: 1520.84 ms [2022-04-11 14:30:26 main:574] : INFO : Epoch 1939 | loss: 0.0311718 | val_loss: 0.031189 | Time: 1512.31 ms [2022-04-11 14:30:27 main:574] : INFO : Epoch 1940 | loss: 0.03117 | val_loss: 0.0311896 | Time: 1367.02 ms [2022-04-11 14:30:29 main:574] : INFO : Epoch 1941 | loss: 0.0311768 | val_loss: 0.031192 | Time: 1365.22 ms [2022-04-11 14:30:30 main:574] : INFO : Epoch 1942 | loss: 0.0311751 | val_loss: 0.0311895 | Time: 1476.19 ms [2022-04-11 14:30:32 main:574] : INFO : Epoch 1943 | loss: 0.0311736 | val_loss: 0.0311904 | Time: 1352.19 ms [2022-04-11 14:30:33 main:574] : INFO : Epoch 1944 | loss: 0.0311724 | val_loss: 0.0311913 | Time: 1492.23 ms [2022-04-11 14:30:35 main:574] : INFO : Epoch 1945 | loss: 0.0311724 | val_loss: 0.0311904 | Time: 1517.86 ms [2022-04-11 14:30:36 main:574] : INFO : Epoch 1946 | loss: 0.0311702 | val_loss: 0.0311921 | Time: 1442.71 ms [2022-04-11 14:30:38 main:574] : INFO : Epoch 1947 | loss: 0.0311704 | val_loss: 0.0311887 | Time: 1454.28 ms [2022-04-11 14:30:39 main:574] : INFO : Epoch 1948 | loss: 0.0311691 | val_loss: 0.0311901 | Time: 1373 ms [2022-04-11 14:30:40 main:574] : INFO : Epoch 1949 | loss: 0.0311698 | val_loss: 0.0311889 | Time: 1456.04 ms [2022-04-11 14:30:42 main:574] : INFO : Epoch 1950 | loss: 0.0311703 | val_loss: 0.0311892 | Time: 1493.13 ms [2022-04-11 14:30:44 main:574] : INFO : Epoch 1951 | loss: 0.0311699 | val_loss: 0.03119 | Time: 1526.8 ms [2022-04-11 14:30:45 main:574] : INFO : Epoch 1952 | loss: 0.0311697 | val_loss: 0.0311902 | Time: 1403.79 ms [2022-04-11 14:30:46 main:574] : INFO : Epoch 1953 | loss: 0.0311701 | val_loss: 0.0311883 | Time: 1514.78 ms [2022-04-11 14:30:48 main:574] : INFO : Epoch 1954 | loss: 0.0311695 | val_loss: 0.0311903 | Time: 1509.06 ms [2022-04-11 14:30:49 main:574] : INFO : Epoch 1955 | loss: 0.0311692 | val_loss: 0.0311895 | Time: 1500.88 ms [2022-04-11 14:30:51 main:574] : INFO : Epoch 1956 | loss: 0.0311688 | val_loss: 0.0311904 | Time: 1446.82 ms [2022-04-11 14:30:52 main:574] : INFO : Epoch 1957 | loss: 0.0311679 | val_loss: 0.0311914 | Time: 1377.98 ms [2022-04-11 14:30:54 main:574] : INFO : Epoch 1958 | loss: 0.0311684 | val_loss: 0.0311907 | Time: 1349.15 ms [2022-04-11 14:30:55 main:574] : INFO : Epoch 1959 | loss: 0.0311679 | val_loss: 0.0311897 | Time: 1416.56 ms [2022-04-11 14:30:57 main:574] : INFO : Epoch 1960 | loss: 0.0311675 | val_loss: 0.0311914 | Time: 1430.27 ms [2022-04-11 14:30:58 main:574] : INFO : Epoch 1961 | loss: 0.0311673 | val_loss: 0.031193 | Time: 1454.63 ms [2022-04-11 14:31:00 main:574] : INFO : Epoch 1962 | loss: 0.0311686 | val_loss: 0.0311908 | Time: 1519.46 ms [2022-04-11 14:31:01 main:574] : INFO : Epoch 1963 | loss: 0.0311672 | val_loss: 0.0311923 | Time: 1480.97 ms [2022-04-11 14:31:03 main:574] : INFO : Epoch 1964 | loss: 0.0311676 | val_loss: 0.031193 | Time: 1456.61 ms [2022-04-11 14:31:04 main:574] : INFO : Epoch 1965 | loss: 0.0311669 | val_loss: 0.0311934 | Time: 1506.78 ms [2022-04-11 14:31:06 main:574] : INFO : Epoch 1966 | loss: 0.031167 | val_loss: 0.0311945 | Time: 1441.56 ms [2022-04-11 14:31:07 main:574] : INFO : Epoch 1967 | loss: 0.0311703 | val_loss: 0.0311906 | Time: 1472.86 ms [2022-04-11 14:31:08 main:574] : INFO : Epoch 1968 | loss: 0.031168 | val_loss: 0.0311934 | Time: 1361.26 ms [2022-04-11 14:31:10 main:574] : INFO : Epoch 1969 | loss: 0.0311671 | val_loss: 0.0311933 | Time: 1424.34 ms [2022-04-11 14:31:11 main:574] : INFO : Epoch 1970 | loss: 0.0311677 | val_loss: 0.031192 | Time: 1430.79 ms [2022-04-11 14:31:13 main:574] : INFO : Epoch 1971 | loss: 0.0311699 | val_loss: 0.0311929 | Time: 1419.97 ms [2022-04-11 14:31:14 main:574] : INFO : Epoch 1972 | loss: 0.0311693 | val_loss: 0.0311946 | Time: 1484.58 ms [2022-04-11 14:31:16 main:574] : INFO : Epoch 1973 | loss: 0.0311697 | val_loss: 0.0311894 | Time: 1410.74 ms [2022-04-11 14:31:17 main:574] : INFO : Epoch 1974 | loss: 0.0311677 | val_loss: 0.031197 | Time: 1518.62 ms [2022-04-11 14:31:19 main:574] : INFO : Epoch 1975 | loss: 0.0311681 | val_loss: 0.0311915 | Time: 1519.99 ms [2022-04-11 14:31:20 main:574] : INFO : Epoch 1976 | loss: 0.0311668 | val_loss: 0.0311914 | Time: 1464.19 ms [2022-04-11 14:31:22 main:574] : INFO : Epoch 1977 | loss: 0.0311655 | val_loss: 0.0311936 | Time: 1488.56 ms [2022-04-11 14:31:23 main:574] : INFO : Epoch 1978 | loss: 0.0311657 | val_loss: 0.0311935 | Time: 1347.16 ms [2022-04-11 14:31:24 main:574] : INFO : Epoch 1979 | loss: 0.0311695 | val_loss: 0.0311935 | Time: 1472.36 ms [2022-04-11 14:31:26 main:574] : INFO : Epoch 1980 | loss: 0.0311675 | val_loss: 0.0311938 | Time: 1389.66 ms [2022-04-11 14:31:27 main:574] : INFO : Epoch 1981 | loss: 0.031167 | val_loss: 0.031196 | Time: 1472.19 ms [2022-04-11 14:31:29 main:574] : INFO : Epoch 1982 | loss: 0.0311688 | val_loss: 0.0311957 | Time: 1370.92 ms [2022-04-11 14:31:30 main:574] : INFO : Epoch 1983 | loss: 0.0311661 | val_loss: 0.031198 | Time: 1431.52 ms [2022-04-11 14:31:32 main:574] : INFO : Epoch 1984 | loss: 0.0311689 | val_loss: 0.0311916 | Time: 1442.46 ms [2022-04-11 14:31:33 main:574] : INFO : Epoch 1985 | loss: 0.0311666 | val_loss: 0.0311932 | Time: 1358.23 ms [2022-04-11 14:31:34 main:574] : INFO : Epoch 1986 | loss: 0.0311665 | val_loss: 0.0311977 | Time: 1491.05 ms [2022-04-11 14:31:36 main:574] : INFO : Epoch 1987 | loss: 0.0311662 | val_loss: 0.0311933 | Time: 1508.52 ms [2022-04-11 14:31:38 main:574] : INFO : Epoch 1988 | loss: 0.0311676 | val_loss: 0.031191 | Time: 1529.16 ms [2022-04-11 14:31:39 main:574] : INFO : Epoch 1989 | loss: 0.0311656 | val_loss: 0.0311922 | Time: 1502.21 ms [2022-04-11 14:31:40 main:574] : INFO : Epoch 1990 | loss: 0.0311688 | val_loss: 0.0311914 | Time: 1374.37 ms [2022-04-11 14:31:42 main:574] : INFO : Epoch 1991 | loss: 0.0311667 | val_loss: 0.0311909 | Time: 1457.58 ms [2022-04-11 14:31:43 main:574] : INFO : Epoch 1992 | loss: 0.0311659 | val_loss: 0.0311914 | Time: 1526.83 ms [2022-04-11 14:31:45 main:574] : INFO : Epoch 1993 | loss: 0.0311668 | val_loss: 0.0311921 | Time: 1465.33 ms [2022-04-11 14:31:46 main:574] : INFO : Epoch 1994 | loss: 0.031167 | val_loss: 0.0311905 | Time: 1384.48 ms [2022-04-11 14:31:48 main:574] : INFO : Epoch 1995 | loss: 0.0311669 | val_loss: 0.0311948 | Time: 1457.98 ms [2022-04-11 14:31:49 main:574] : INFO : Epoch 1996 | loss: 0.0311666 | val_loss: 0.0311931 | Time: 1408.23 ms [2022-04-11 14:31:51 main:574] : INFO : Epoch 1997 | loss: 0.0311666 | val_loss: 0.0311907 | Time: 1441.92 ms [2022-04-11 14:31:52 main:574] : INFO : Epoch 1998 | loss: 0.0311776 | val_loss: 0.0311914 | Time: 1509.46 ms [2022-04-11 14:31:54 main:574] : INFO : Epoch 1999 | loss: 0.0311782 | val_loss: 0.0311875 | Time: 1456.5 ms [2022-04-11 14:31:55 main:574] : INFO : Epoch 2000 | loss: 0.0311744 | val_loss: 0.0311892 | Time: 1533.43 ms [2022-04-11 14:31:57 main:574] : INFO : Epoch 2001 | loss: 0.0311712 | val_loss: 0.0311932 | Time: 1472.43 ms [2022-04-11 14:31:58 main:574] : INFO : Epoch 2002 | loss: 0.0311708 | val_loss: 0.0311932 | Time: 1350.66 ms [2022-04-11 14:32:00 main:574] : INFO : Epoch 2003 | loss: 0.0311688 | val_loss: 0.0311923 | Time: 1486.59 ms [2022-04-11 14:32:01 main:574] : INFO : Epoch 2004 | loss: 0.0311689 | val_loss: 0.0311914 | Time: 1505.74 ms [2022-04-11 14:32:03 main:574] : INFO : Epoch 2005 | loss: 0.0311674 | val_loss: 0.0311941 | Time: 1497.87 ms [2022-04-11 14:32:04 main:574] : INFO : Epoch 2006 | loss: 0.0311672 | val_loss: 0.0311939 | Time: 1367.66 ms [2022-04-11 14:32:05 main:574] : INFO : Epoch 2007 | loss: 0.0311667 | val_loss: 0.0311913 | Time: 1489.27 ms [2022-04-11 14:32:07 main:574] : INFO : Epoch 2008 | loss: 0.0311687 | val_loss: 0.03119 | Time: 1474.32 ms [2022-04-11 14:32:08 main:574] : INFO : Epoch 2009 | loss: 0.0311682 | val_loss: 0.0311911 | Time: 1485.65 ms [2022-04-11 14:32:10 main:574] : INFO : Epoch 2010 | loss: 0.0311662 | val_loss: 0.0311938 | Time: 1551.42 ms [2022-04-11 14:32:12 main:574] : INFO : Epoch 2011 | loss: 0.0311687 | val_loss: 0.0311961 | Time: 1487.57 ms [2022-04-11 14:32:13 main:574] : INFO : Epoch 2012 | loss: 0.0311696 | val_loss: 0.0311939 | Time: 1522.26 ms [2022-04-11 14:32:14 main:574] : INFO : Epoch 2013 | loss: 0.0311702 | val_loss: 0.0311916 | Time: 1400.3 ms [2022-04-11 14:32:16 main:574] : INFO : Epoch 2014 | loss: 0.0311703 | val_loss: 0.0311896 | Time: 1427.29 ms [2022-04-11 14:32:17 main:574] : INFO : Epoch 2015 | loss: 0.0311688 | val_loss: 0.0311897 | Time: 1368.84 ms [2022-04-11 14:32:19 main:574] : INFO : Epoch 2016 | loss: 0.0311676 | val_loss: 0.0311903 | Time: 1360.26 ms [2022-04-11 14:32:20 main:574] : INFO : Epoch 2017 | loss: 0.0311674 | val_loss: 0.0311931 | Time: 1419.8 ms [2022-04-11 14:32:22 main:574] : INFO : Epoch 2018 | loss: 0.0311677 | val_loss: 0.0311916 | Time: 1488.95 ms [2022-04-11 14:32:23 main:574] : INFO : Epoch 2019 | loss: 0.0311684 | val_loss: 0.0311927 | Time: 1488.8 ms [2022-04-11 14:32:24 main:574] : INFO : Epoch 2020 | loss: 0.0311679 | val_loss: 0.0311919 | Time: 1356.82 ms [2022-04-11 14:32:26 main:574] : INFO : Epoch 2021 | loss: 0.0311678 | val_loss: 0.0311979 | Time: 1491.28 ms [2022-04-11 14:32:28 main:574] : INFO : Epoch 2022 | loss: 0.0311694 | val_loss: 0.0311946 | Time: 1539.28 ms [2022-04-11 14:32:29 main:574] : INFO : Epoch 2023 | loss: 0.0311676 | val_loss: 0.0311881 | Time: 1489.1 ms [2022-04-11 14:32:30 main:574] : INFO : Epoch 2024 | loss: 0.0311677 | val_loss: 0.0311919 | Time: 1406.48 ms [2022-04-11 14:32:32 main:574] : INFO : Epoch 2025 | loss: 0.0311677 | val_loss: 0.0311906 | Time: 1427.8 ms [2022-04-11 14:32:33 main:574] : INFO : Epoch 2026 | loss: 0.0311663 | val_loss: 0.0311896 | Time: 1333.63 ms [2022-04-11 14:32:35 main:574] : INFO : Epoch 2027 | loss: 0.0311674 | val_loss: 0.03119 | Time: 1500.5 ms [2022-04-11 14:32:36 main:574] : INFO : Epoch 2028 | loss: 0.0311662 | val_loss: 0.0311902 | Time: 1355.8 ms [2022-04-11 14:32:38 main:574] : INFO : Epoch 2029 | loss: 0.0311655 | val_loss: 0.0311915 | Time: 1502.18 ms [2022-04-11 14:32:39 main:574] : INFO : Epoch 2030 | loss: 0.0311645 | val_loss: 0.0311923 | Time: 1441.77 ms [2022-04-11 14:32:41 main:574] : INFO : Epoch 2031 | loss: 0.0311686 | val_loss: 0.031194 | Time: 1448.31 ms [2022-04-11 14:32:42 main:574] : INFO : Epoch 2032 | loss: 0.0311669 | val_loss: 0.0311936 | Time: 1450.32 ms [2022-04-11 14:32:44 main:574] : INFO : Epoch 2033 | loss: 0.031166 | val_loss: 0.031194 | Time: 1505.99 ms [2022-04-11 14:32:45 main:574] : INFO : Epoch 2034 | loss: 0.0311652 | val_loss: 0.0311916 | Time: 1517.65 ms [2022-04-11 14:32:47 main:574] : INFO : Epoch 2035 | loss: 0.0311667 | val_loss: 0.0311926 | Time: 1455.52 ms [2022-04-11 14:32:48 main:574] : INFO : Epoch 2036 | loss: 0.0311657 | val_loss: 0.0311921 | Time: 1415.26 ms [2022-04-11 14:32:49 main:574] : INFO : Epoch 2037 | loss: 0.0311653 | val_loss: 0.0311902 | Time: 1371.83 ms [2022-04-11 14:32:51 main:574] : INFO : Epoch 2038 | loss: 0.0311684 | val_loss: 0.0311897 | Time: 1448.65 ms [2022-04-11 14:32:52 main:574] : INFO : Epoch 2039 | loss: 0.0311672 | val_loss: 0.0311886 | Time: 1370.39 ms [2022-04-11 14:32:54 main:574] : INFO : Epoch 2040 | loss: 0.0311668 | val_loss: 0.0311931 | Time: 1352.18 ms [2022-04-11 14:32:55 main:574] : INFO : Epoch 2041 | loss: 0.0311662 | val_loss: 0.0311908 | Time: 1375.21 ms [2022-04-11 14:32:56 main:574] : INFO : Epoch 2042 | loss: 0.0311665 | val_loss: 0.0311907 | Time: 1366.02 ms [2022-04-11 14:32:58 main:574] : INFO : Epoch 2043 | loss: 0.0311663 | val_loss: 0.0311889 | Time: 1514.58 ms [2022-04-11 14:32:59 main:574] : INFO : Epoch 2044 | loss: 0.0311652 | val_loss: 0.0311881 | Time: 1396.13 ms [2022-04-11 14:33:01 main:574] : INFO : Epoch 2045 | loss: 0.0311643 | val_loss: 0.0311921 | Time: 1490.51 ms [2022-04-11 14:33:02 main:574] : INFO : Epoch 2046 | loss: 0.0311661 | val_loss: 0.031191 | Time: 1362.73 ms [2022-04-11 14:33:04 main:574] : INFO : Epoch 2047 | loss: 0.031163 | val_loss: 0.0311963 | Time: 1417.54 ms [2022-04-11 14:33:05 main:574] : INFO : Epoch 2048 | loss: 0.0311655 | val_loss: 0.0311888 | Time: 1366.38 ms [2022-04-11 14:33:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311888 [2022-04-11 14:33:05 main:603] : INFO : Saving end state to config to file [2022-04-11 14:33:05 main:608] : INFO : Success, exiting.. 14:33:05 (9936): 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)