Task 14619196
| Name | ParityModified-1647047931-16791-2-0_4 |
| Workunit | 11346522 |
| Created | 13 Apr 2022, 9:18:52 UTC |
| Sent | 13 Apr 2022, 9:19:05 UTC |
| Report deadline | 21 Apr 2022, 9:19:05 UTC |
| Received | 20 Apr 2022, 17:41:09 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 50 min 15 sec |
| CPU time | 49 min 34 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 7,381.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1539 | loss: 0.0311913 | val_loss: 0.0311932 | Time: 1552.02 ms [2022-04-21 03:28:32 main:574] : INFO : Epoch 1540 | loss: 0.0311924 | val_loss: 0.0311976 | Time: 1491.52 ms [2022-04-21 03:28:34 main:574] : INFO : Epoch 1541 | loss: 0.0311912 | val_loss: 0.0311937 | Time: 1369.31 ms [2022-04-21 03:28:35 main:574] : INFO : Epoch 1542 | loss: 0.0311941 | val_loss: 0.031197 | Time: 1465.49 ms [2022-04-21 03:28:37 main:574] : INFO : Epoch 1543 | loss: 0.0311924 | val_loss: 0.031195 | Time: 1454.46 ms [2022-04-21 03:28:38 main:574] : INFO : Epoch 1544 | loss: 0.0311912 | val_loss: 0.0311926 | Time: 1466.85 ms [2022-04-21 03:28:40 main:574] : INFO : Epoch 1545 | loss: 0.0311905 | val_loss: 0.0311923 | Time: 1405.2 ms [2022-04-21 03:28:41 main:574] : INFO : Epoch 1546 | loss: 0.0311899 | val_loss: 0.0311941 | Time: 1443.3 ms [2022-04-21 03:28:43 main:574] : INFO : Epoch 1547 | loss: 0.0311902 | val_loss: 0.0311927 | Time: 1467.2 ms [2022-04-21 03:28:44 main:574] : INFO : Epoch 1548 | loss: 0.0311907 | val_loss: 0.0311925 | Time: 1408.18 ms [2022-04-21 03:28:45 main:574] : INFO : Epoch 1549 | loss: 0.0311907 | val_loss: 0.031192 | Time: 1503.73 ms [2022-04-21 03:28:47 main:574] : INFO : Epoch 1550 | loss: 0.03119 | val_loss: 0.0311927 | Time: 1503.28 ms [2022-04-21 03:28:49 main:574] : INFO : Epoch 1551 | loss: 0.03119 | val_loss: 0.0311923 | Time: 1473.86 ms [2022-04-21 03:28:50 main:574] : INFO : Epoch 1552 | loss: 0.0311903 | val_loss: 0.0311936 | Time: 1446.32 ms [2022-04-21 03:28:52 main:574] : INFO : Epoch 1553 | loss: 0.0311908 | val_loss: 0.031193 | Time: 1532.7 ms [2022-04-21 03:28:53 main:574] : INFO : Epoch 1554 | loss: 0.0311905 | val_loss: 0.0311931 | Time: 1425.48 ms [2022-04-21 03:28:54 main:574] : INFO : Epoch 1555 | loss: 0.0311897 | val_loss: 0.0311936 | Time: 1514.97 ms [2022-04-21 03:28:56 main:574] : INFO : Epoch 1556 | loss: 0.0311903 | val_loss: 0.0311933 | Time: 1427.17 ms [2022-04-21 03:28:57 main:574] : INFO : Epoch 1557 | loss: 0.0311903 | val_loss: 0.0311928 | Time: 1439.61 ms [2022-04-21 03:28:59 main:574] : INFO : Epoch 1558 | loss: 0.0311905 | val_loss: 0.0311934 | Time: 1452.44 ms [2022-04-21 03:29:00 main:574] : INFO : Epoch 1559 | loss: 0.0311903 | val_loss: 0.031193 | Time: 1477.2 ms [2022-04-21 03:29:02 main:574] : INFO : Epoch 1560 | loss: 0.03119 | val_loss: 0.0311942 | Time: 1425.05 ms [2022-04-21 03:29:03 main:574] : INFO : Epoch 1561 | loss: 0.0311913 | val_loss: 0.0311937 | Time: 1459.59 ms [2022-04-21 03:29:05 main:574] : INFO : Epoch 1562 | loss: 0.0311906 | val_loss: 0.0311933 | Time: 1456.54 ms [2022-04-21 03:29:06 main:574] : INFO : Epoch 1563 | loss: 0.0311902 | val_loss: 0.0311922 | Time: 1448.58 ms [2022-04-21 03:29:08 main:574] : INFO : Epoch 1564 | loss: 0.0311898 | val_loss: 0.0311936 | Time: 1395.31 ms [2022-04-21 03:29:09 main:574] : INFO : Epoch 1565 | loss: 0.0311903 | val_loss: 0.031194 | Time: 1522.52 ms [2022-04-21 03:29:11 main:574] : INFO : Epoch 1566 | loss: 0.0311922 | val_loss: 0.0311921 | Time: 1507.58 ms [2022-04-21 03:29:12 main:574] : INFO : Epoch 1567 | loss: 0.0311914 | val_loss: 0.0311918 | Time: 1461.02 ms [2022-04-21 03:29:13 main:574] : INFO : Epoch 1568 | loss: 0.0311907 | val_loss: 0.0311917 | Time: 1387.45 ms [2022-04-21 03:29:15 main:574] : INFO : Epoch 1569 | loss: 0.031191 | val_loss: 0.0311929 | Time: 1471.13 ms [2022-04-21 03:29:16 main:574] : INFO : Epoch 1570 | loss: 0.0311911 | val_loss: 0.0311943 | Time: 1458.62 ms [2022-04-21 03:29:18 main:574] : INFO : Epoch 1571 | loss: 0.0311981 | val_loss: 0.0312098 | Time: 1395.46 ms [2022-04-21 03:29:19 main:574] : INFO : Epoch 1572 | loss: 0.0311995 | val_loss: 0.0311945 | Time: 1453.04 ms [2022-04-21 03:29:21 main:574] : INFO : Epoch 1573 | loss: 0.0311911 | val_loss: 0.0311943 | Time: 1460.75 ms [2022-04-21 03:29:22 main:574] : INFO : Epoch 1574 | loss: 0.0311924 | val_loss: 0.0311941 | Time: 1500.53 ms [2022-04-21 03:29:24 main:574] : INFO : Epoch 1575 | loss: 0.0311913 | val_loss: 0.0311939 | Time: 1405.94 ms [2022-04-21 03:29:25 main:574] : INFO : Epoch 1576 | loss: 0.0311909 | val_loss: 0.0311914 | Time: 1451.31 ms [2022-04-21 03:29:27 main:574] : INFO : Epoch 1577 | loss: 0.0311908 | val_loss: 0.031192 | Time: 1435.92 ms [2022-04-21 03:29:28 main:574] : INFO : Epoch 1578 | loss: 0.031191 | val_loss: 0.0311937 | Time: 1418.9 ms [2022-04-21 03:29:29 main:574] : INFO : Epoch 1579 | loss: 0.0311905 | val_loss: 0.0311916 | Time: 1426.54 ms [2022-04-21 03:29:31 main:574] : INFO : Epoch 1580 | loss: 0.0311904 | val_loss: 0.0311928 | Time: 1489.62 ms [2022-04-21 03:29:32 main:574] : INFO : Epoch 1581 | loss: 0.0311914 | val_loss: 0.0311933 | Time: 1481.35 ms [2022-04-21 03:29:34 main:574] : INFO : Epoch 1582 | loss: 0.0311902 | val_loss: 0.0311919 | Time: 1395.63 ms [2022-04-21 03:29:35 main:574] : INFO : Epoch 1583 | loss: 0.0311915 | val_loss: 0.0311914 | Time: 1414.58 ms [2022-04-21 03:29:37 main:574] : INFO : Epoch 1584 | loss: 0.0311916 | val_loss: 0.0311921 | Time: 1440.89 ms [2022-04-21 03:29:38 main:574] : INFO : Epoch 1585 | loss: 0.0311904 | val_loss: 0.0311953 | Time: 1489.05 ms [2022-04-21 03:29:40 main:574] : INFO : Epoch 1586 | loss: 0.0311901 | val_loss: 0.0311916 | Time: 1374.63 ms [2022-04-21 03:29:41 main:574] : INFO : Epoch 1587 | loss: 0.0311916 | val_loss: 0.0311955 | Time: 1483.86 ms [2022-04-21 03:29:43 main:574] : INFO : Epoch 1588 | loss: 0.0311914 | val_loss: 0.0311918 | Time: 1466.04 ms [2022-04-21 03:29:44 main:574] : INFO : Epoch 1589 | loss: 0.0311907 | val_loss: 0.0311923 | Time: 1475.17 ms [2022-04-21 03:29:46 main:574] : INFO : Epoch 1590 | loss: 0.0311904 | val_loss: 0.0311934 | Time: 1413.28 ms [2022-04-21 03:29:47 main:574] : INFO : Epoch 1591 | loss: 0.0311922 | val_loss: 0.0311917 | Time: 1485.3 ms [2022-04-21 03:29:49 main:574] : INFO : Epoch 1592 | loss: 0.0311909 | val_loss: 0.0311951 | Time: 1489.04 ms [2022-04-21 03:29:50 main:574] : INFO : Epoch 1593 | loss: 0.0311907 | val_loss: 0.0311952 | Time: 1453.68 ms [2022-04-21 03:29:51 main:574] : INFO : Epoch 1594 | loss: 0.0311905 | val_loss: 0.0311929 | Time: 1462.64 ms [2022-04-21 03:29:53 main:574] : INFO : Epoch 1595 | loss: 0.0311902 | val_loss: 0.0311928 | Time: 1476.27 ms [2022-04-21 03:29:54 main:574] : INFO : Epoch 1596 | loss: 0.0311904 | val_loss: 0.0311936 | Time: 1449.94 ms [2022-04-21 03:29:56 main:574] : INFO : Epoch 1597 | loss: 0.0311907 | val_loss: 0.031192 | Time: 1392.18 ms [2022-04-21 03:29:57 main:574] : INFO : Epoch 1598 | loss: 0.0311905 | val_loss: 0.0311913 | Time: 1456.15 ms [2022-04-21 03:29:59 main:574] : INFO : Epoch 1599 | loss: 0.0311903 | val_loss: 0.0311919 | Time: 1471.53 ms [2022-04-21 03:30:00 main:574] : INFO : Epoch 1600 | loss: 0.0311912 | val_loss: 0.0311913 | Time: 1493.94 ms [2022-04-21 03:30:02 main:574] : INFO : Epoch 1601 | loss: 0.0311933 | val_loss: 0.0311925 | Time: 1415.04 ms [2022-04-21 03:30:03 main:574] : INFO : Epoch 1602 | loss: 0.0311931 | val_loss: 0.0311927 | Time: 1456.92 ms [2022-04-21 03:30:05 main:574] : INFO : Epoch 1603 | loss: 0.0311903 | val_loss: 0.0311981 | Time: 1484.59 ms [2022-04-21 03:30:06 main:574] : INFO : Epoch 1604 | loss: 0.0311948 | val_loss: 0.0311958 | Time: 1466.21 ms [2022-04-21 03:30:08 main:574] : INFO : Epoch 1605 | loss: 0.0311917 | val_loss: 0.0311927 | Time: 1420.78 ms [2022-04-21 03:30:09 main:574] : INFO : Epoch 1606 | loss: 0.0311917 | val_loss: 0.0311928 | Time: 1506.48 ms [2022-04-21 03:30:11 main:574] : INFO : Epoch 1607 | loss: 0.0311906 | val_loss: 0.0311931 | Time: 1488.88 ms [2022-04-21 03:30:12 main:574] : INFO : Epoch 1608 | loss: 0.0311908 | val_loss: 0.0311956 | Time: 1451.75 ms [2022-04-21 03:30:14 main:574] : INFO : Epoch 1609 | loss: 0.0311934 | val_loss: 0.031192 | Time: 1414.55 ms [2022-04-21 03:30:15 main:574] : INFO : Epoch 1610 | loss: 0.0311913 | val_loss: 0.0311939 | Time: 1470.09 ms [2022-04-21 03:30:17 main:574] : INFO : Epoch 1611 | loss: 0.0311908 | val_loss: 0.0311916 | Time: 1469.81 ms [2022-04-21 03:30:18 main:574] : INFO : Epoch 1612 | loss: 0.0311908 | val_loss: 0.0311918 | Time: 1444.24 ms [2022-04-21 03:30:19 main:574] : INFO : Epoch 1613 | loss: 0.0311905 | val_loss: 0.0311936 | Time: 1426.74 ms [2022-04-21 03:30:21 main:574] : INFO : Epoch 1614 | loss: 0.031191 | val_loss: 0.0311916 | Time: 1534.33 ms [2022-04-21 03:30:22 main:574] : INFO : Epoch 1615 | loss: 0.0311908 | val_loss: 0.0311912 | Time: 1469.68 ms [2022-04-21 03:30:24 main:574] : INFO : Epoch 1616 | loss: 0.0311899 | val_loss: 0.0311926 | Time: 1448.05 ms [2022-04-21 03:30:25 main:574] : INFO : Epoch 1617 | loss: 0.0311905 | val_loss: 0.0311949 | Time: 1420.26 ms [2022-04-21 03:30:27 main:574] : INFO : Epoch 1618 | loss: 0.0311916 | val_loss: 0.031192 | Time: 1455 ms [2022-04-21 03:30:28 main:574] : INFO : Epoch 1619 | loss: 0.03119 | val_loss: 0.0311929 | Time: 1467.3 ms [2022-04-21 03:30:30 main:574] : INFO : Epoch 1620 | loss: 0.0311917 | val_loss: 0.0311945 | Time: 1399.94 ms [2022-04-21 03:30:31 main:574] : INFO : Epoch 1621 | loss: 0.0311903 | val_loss: 0.0311917 | Time: 1551.01 ms [2022-04-21 03:30:33 main:574] : INFO : Epoch 1622 | loss: 0.0311905 | val_loss: 0.0311924 | Time: 1483.9 ms [2022-04-21 03:30:34 main:574] : INFO : Epoch 1623 | loss: 0.03119 | val_loss: 0.0311921 | Time: 1450.77 ms [2022-04-21 03:30:36 main:574] : INFO : Epoch 1624 | loss: 0.0311907 | val_loss: 0.0311933 | Time: 1406.35 ms [2022-04-21 03:30:37 main:574] : INFO : Epoch 1625 | loss: 0.0311903 | val_loss: 0.0311925 | Time: 1486.76 ms [2022-04-21 03:30:39 main:574] : INFO : Epoch 1626 | loss: 0.0311906 | val_loss: 0.031192 | Time: 1479.86 ms [2022-04-21 03:30:40 main:574] : INFO : Epoch 1627 | loss: 0.0311916 | val_loss: 0.0311919 | Time: 1444.44 ms [2022-04-21 03:30:42 main:574] : INFO : Epoch 1628 | loss: 0.0311912 | val_loss: 0.0311925 | Time: 1436.88 ms [2022-04-21 03:30:43 main:574] : INFO : Epoch 1629 | loss: 0.0311898 | val_loss: 0.0311922 | Time: 1489.52 ms [2022-04-21 03:30:44 main:574] : INFO : Epoch 1630 | loss: 0.03119 | val_loss: 0.031191 | Time: 1444.72 ms [2022-04-21 03:30:46 main:574] : INFO : Epoch 1631 | loss: 0.0311897 | val_loss: 0.0311921 | Time: 1412.09 ms [2022-04-21 03:30:47 main:574] : INFO : Epoch 1632 | loss: 0.0311898 | val_loss: 0.0311939 | Time: 1437.77 ms [2022-04-21 03:30:49 main:574] : INFO : Epoch 1633 | loss: 0.031191 | val_loss: 0.031194 | Time: 1508.86 ms [2022-04-21 03:30:50 main:574] : INFO : Epoch 1634 | loss: 0.0311912 | val_loss: 0.0311932 | Time: 1453.57 ms [2022-04-21 03:30:52 main:574] : INFO : Epoch 1635 | loss: 0.0311902 | val_loss: 0.0311936 | Time: 1430.69 ms [2022-04-21 03:30:53 main:574] : INFO : Epoch 1636 | loss: 0.0311901 | val_loss: 0.0311921 | Time: 1444.14 ms [2022-04-21 03:30:55 main:574] : INFO : Epoch 1637 | loss: 0.0311911 | val_loss: 0.0312 | Time: 1504.11 ms [2022-04-21 03:30:56 main:574] : INFO : Epoch 1638 | loss: 0.0311932 | val_loss: 0.0311949 | Time: 1442.28 ms [2022-04-21 03:30:58 main:574] : INFO : Epoch 1639 | loss: 0.0311907 | val_loss: 0.031192 | Time: 1387.58 ms [2022-04-21 03:30:59 main:574] : INFO : Epoch 1640 | loss: 0.0311896 | val_loss: 0.0311926 | Time: 1475.47 ms [2022-04-21 03:31:01 main:574] : INFO : Epoch 1641 | loss: 0.0311905 | val_loss: 0.0311918 | Time: 1438.01 ms [2022-04-21 03:31:02 main:574] : INFO : Epoch 1642 | loss: 0.0311901 | val_loss: 0.0311985 | Time: 1392.86 ms [2022-04-21 03:31:03 main:574] : INFO : Epoch 1643 | loss: 0.0311903 | val_loss: 0.0311928 | Time: 1455.54 ms [2022-04-21 03:31:05 main:574] : INFO : Epoch 1644 | loss: 0.0311899 | val_loss: 0.031192 | Time: 1473.9 ms [2022-04-21 03:31:06 main:574] : INFO : Epoch 1645 | loss: 0.0311895 | val_loss: 0.0311928 | Time: 1462.42 ms [2022-04-21 03:31:08 main:574] : INFO : Epoch 1646 | loss: 0.0311901 | val_loss: 0.0311986 | Time: 1407.33 ms [2022-04-21 03:31:09 main:574] : INFO : Epoch 1647 | loss: 0.0311919 | val_loss: 0.0311929 | Time: 1500.07 ms [2022-04-21 03:31:11 main:574] : INFO : Epoch 1648 | loss: 0.0311893 | val_loss: 0.031192 | Time: 1499.14 ms [2022-04-21 03:31:12 main:574] : INFO : Epoch 1649 | loss: 0.0311902 | val_loss: 0.0311921 | Time: 1457 ms [2022-04-21 03:31:14 main:574] : INFO : Epoch 1650 | loss: 0.031191 | val_loss: 0.0311928 | Time: 1422.8 ms [2022-04-21 03:31:15 main:574] : INFO : Epoch 1651 | loss: 0.0311914 | val_loss: 0.0311924 | Time: 1449.86 ms [2022-04-21 03:31:17 main:574] : INFO : Epoch 1652 | loss: 0.0311902 | val_loss: 0.0311917 | Time: 1469.98 ms [2022-04-21 03:31:18 main:574] : INFO : Epoch 1653 | loss: 0.0311892 | val_loss: 0.0311924 | Time: 1453.83 ms [2022-04-21 03:31:20 main:574] : INFO : Epoch 1654 | loss: 0.0311899 | val_loss: 0.0311916 | Time: 1416.35 ms [2022-04-21 03:31:21 main:574] : INFO : Epoch 1655 | loss: 0.0311895 | val_loss: 0.031192 | Time: 1488.52 ms [2022-04-21 03:31:23 main:574] : INFO : Epoch 1656 | loss: 0.0311896 | val_loss: 0.0311992 | Time: 1475.09 ms [2022-04-21 03:31:24 main:574] : INFO : Epoch 1657 | loss: 0.0311916 | val_loss: 0.0311951 | Time: 1455.25 ms [2022-04-21 03:31:26 main:574] : INFO : Epoch 1658 | loss: 0.0311907 | val_loss: 0.0311925 | Time: 1501.17 ms [2022-04-21 03:31:27 main:574] : INFO : Epoch 1659 | loss: 0.0311893 | val_loss: 0.0311952 | Time: 1468.15 ms [2022-04-21 03:31:29 main:574] : INFO : Epoch 1660 | loss: 0.0311893 | val_loss: 0.0311915 | Time: 1469.85 ms [2022-04-21 03:31:30 main:574] : INFO : Epoch 1661 | loss: 0.0311893 | val_loss: 0.0311986 | Time: 1433.49 ms [2022-04-21 03:31:31 main:574] : INFO : Epoch 1662 | loss: 0.0311931 | val_loss: 0.0311945 | Time: 1453.94 ms [2022-04-21 03:31:33 main:574] : INFO : Epoch 1663 | loss: 0.0311916 | val_loss: 0.0311959 | Time: 1442.11 ms [2022-04-21 03:31:34 main:574] : INFO : Epoch 1664 | loss: 0.0311909 | val_loss: 0.0311939 | Time: 1462.58 ms [2022-04-21 03:31:36 main:574] : INFO : Epoch 1665 | loss: 0.0311895 | val_loss: 0.0311919 | Time: 1449.42 ms [2022-04-21 03:31:37 main:574] : INFO : Epoch 1666 | loss: 0.0311887 | val_loss: 0.0311935 | Time: 1556.51 ms [2022-04-21 03:31:39 main:574] : INFO : Epoch 1667 | loss: 0.0311896 | val_loss: 0.0311924 | Time: 1525.95 ms [2022-04-21 03:31:40 main:574] : INFO : Epoch 1668 | loss: 0.0311903 | val_loss: 0.0311919 | Time: 1487.67 ms [2022-04-21 03:31:42 main:574] : INFO : Epoch 1669 | loss: 0.0311901 | val_loss: 0.0311955 | Time: 1474.4 ms [2022-04-21 03:31:43 main:574] : INFO : Epoch 1670 | loss: 0.0311912 | val_loss: 0.0311939 | Time: 1476.02 ms [2022-04-21 03:31:45 main:574] : INFO : Epoch 1671 | loss: 0.0311895 | val_loss: 0.0311922 | Time: 1455.7 ms [2022-04-21 03:31:46 main:574] : INFO : Epoch 1672 | loss: 0.031191 | val_loss: 0.0311927 | Time: 1473.46 ms [2022-04-21 03:31:48 main:574] : INFO : Epoch 1673 | loss: 0.0311899 | val_loss: 0.0311922 | Time: 1395.86 ms [2022-04-21 03:31:49 main:574] : INFO : Epoch 1674 | loss: 0.0311901 | val_loss: 0.0311953 | Time: 1485.5 ms [2022-04-21 03:31:51 main:574] : INFO : Epoch 1675 | loss: 0.0311895 | val_loss: 0.0311933 | Time: 1454.4 ms [2022-04-21 03:31:52 main:574] : INFO : Epoch 1676 | loss: 0.031192 | val_loss: 0.031199 | Time: 1473.1 ms [2022-04-21 03:31:54 main:574] : INFO : Epoch 1677 | loss: 0.0311897 | val_loss: 0.0311919 | Time: 1408.42 ms [2022-04-21 03:31:55 main:574] : INFO : Epoch 1678 | loss: 0.03119 | val_loss: 0.0311926 | Time: 1467.28 ms [2022-04-21 03:31:57 main:574] : INFO : Epoch 1679 | loss: 0.0311902 | val_loss: 0.0311931 | Time: 1428.2 ms [2022-04-21 03:31:58 main:574] : INFO : Epoch 1680 | loss: 0.0311895 | val_loss: 0.0311922 | Time: 1463.85 ms [2022-04-21 03:31:59 main:574] : INFO : Epoch 1681 | loss: 0.0311893 | val_loss: 0.0311925 | Time: 1431.87 ms [2022-04-21 03:32:01 main:574] : INFO : Epoch 1682 | loss: 0.0311898 | val_loss: 0.031192 | Time: 1398.56 ms [2022-04-21 03:32:02 main:574] : INFO : Epoch 1683 | loss: 0.0311909 | val_loss: 0.0311941 | Time: 1459.09 ms [2022-04-21 03:32:04 main:574] : INFO : Epoch 1684 | loss: 0.0311907 | val_loss: 0.031204 | Time: 1503.38 ms [2022-04-21 03:32:05 main:574] : INFO : Epoch 1685 | loss: 0.0311911 | val_loss: 0.031193 | Time: 1466.31 ms [2022-04-21 03:32:07 main:574] : INFO : Epoch 1686 | loss: 0.031191 | val_loss: 0.0311925 | Time: 1408.45 ms [2022-04-21 03:32:08 main:574] : INFO : Epoch 1687 | loss: 0.0311896 | val_loss: 0.0311915 | Time: 1471.21 ms [2022-04-21 03:32:10 main:574] : INFO : Epoch 1688 | loss: 0.0311887 | val_loss: 0.031193 | Time: 1497.11 ms [2022-04-21 03:32:11 main:574] : INFO : Epoch 1689 | loss: 0.0311898 | val_loss: 0.0311917 | Time: 1458.38 ms [2022-04-21 03:32:13 main:574] : INFO : Epoch 1690 | loss: 0.0311896 | val_loss: 0.0311949 | Time: 1402.4 ms [2022-04-21 03:32:14 main:574] : INFO : Epoch 1691 | loss: 0.0311902 | val_loss: 0.0311938 | Time: 1483.71 ms [2022-04-21 03:32:16 main:574] : INFO : Epoch 1692 | loss: 0.0311916 | val_loss: 0.0311971 | Time: 1475.74 ms [2022-04-21 03:32:17 main:574] : INFO : Epoch 1693 | loss: 0.0311903 | val_loss: 0.0311935 | Time: 1462.97 ms [2022-04-21 03:32:19 main:574] : INFO : Epoch 1694 | loss: 0.0311909 | val_loss: 0.0311938 | Time: 1481.93 ms [2022-04-21 03:32:20 main:574] : INFO : Epoch 1695 | loss: 0.031191 | val_loss: 0.0311933 | Time: 1476.54 ms [2022-04-21 03:32:22 main:574] : INFO : Epoch 1696 | loss: 0.0311915 | val_loss: 0.0311947 | Time: 1497.12 ms [2022-04-21 03:32:23 main:574] : INFO : Epoch 1697 | loss: 0.0311903 | val_loss: 0.0311938 | Time: 1438.25 ms [2022-04-21 03:32:25 main:574] : INFO : Epoch 1698 | loss: 0.0312194 | val_loss: 0.0312562 | Time: 1497.25 ms [2022-04-21 03:32:26 main:574] : INFO : Epoch 1699 | loss: 0.031842 | val_loss: 0.0321484 | Time: 1446.79 ms [2022-04-21 03:32:27 main:574] : INFO : Epoch 1700 | loss: 0.0316927 | val_loss: 0.0313897 | Time: 1494.17 ms [2022-04-21 03:32:29 main:574] : INFO : Epoch 1701 | loss: 0.0312853 | val_loss: 0.0312178 | Time: 1426.5 ms [2022-04-21 03:32:30 main:574] : INFO : Epoch 1702 | loss: 0.0312076 | val_loss: 0.0311975 | Time: 1465.66 ms [2022-04-21 03:32:32 main:574] : INFO : Epoch 1703 | loss: 0.0311958 | val_loss: 0.0311981 | Time: 1483.36 ms [2022-04-21 03:32:33 main:574] : INFO : Epoch 1704 | loss: 0.0311939 | val_loss: 0.031194 | Time: 1477.18 ms [2022-04-21 03:32:35 main:574] : INFO : Epoch 1705 | loss: 0.0311928 | val_loss: 0.0311903 | Time: 1398.58 ms [2022-04-21 03:32:36 main:574] : INFO : Epoch 1706 | loss: 0.0311907 | val_loss: 0.0311909 | Time: 1442.3 ms [2022-04-21 03:32:38 main:574] : INFO : Epoch 1707 | loss: 0.0311904 | val_loss: 0.0311915 | Time: 1475.28 ms [2022-04-21 03:32:39 main:574] : INFO : Epoch 1708 | loss: 0.0311909 | val_loss: 0.0311943 | Time: 1466.86 ms [2022-04-21 03:32:41 main:574] : INFO : Epoch 1709 | loss: 0.0311949 | val_loss: 0.0311918 | Time: 1471.97 ms [2022-04-21 03:32:42 main:574] : INFO : Epoch 1710 | loss: 0.0311927 | val_loss: 0.0311942 | Time: 1474 ms [2022-04-21 03:32:44 main:574] : INFO : Epoch 1711 | loss: 0.0311905 | val_loss: 0.0311942 | Time: 1450.54 ms [2022-04-21 03:32:45 main:574] : INFO : Epoch 1712 | loss: 0.0311905 | val_loss: 0.0311944 | Time: 1437.59 ms [2022-04-21 03:32:47 main:574] : INFO : Epoch 1713 | loss: 0.0311895 | val_loss: 0.0311925 | Time: 1385.71 ms [2022-04-21 03:32:48 main:574] : INFO : Epoch 1714 | loss: 0.0311893 | val_loss: 0.0311931 | Time: 1459.47 ms [2022-04-21 03:32:49 main:574] : INFO : Epoch 1715 | loss: 0.0311889 | val_loss: 0.0311924 | Time: 1480.98 ms [2022-04-21 03:32:51 main:574] : INFO : Epoch 1716 | loss: 0.0311895 | val_loss: 0.0311936 | Time: 1433.23 ms [2022-04-21 03:32:52 main:574] : INFO : Epoch 1717 | loss: 0.0311911 | val_loss: 0.0311923 | Time: 1454.68 ms [2022-04-21 03:32:54 main:574] : INFO : Epoch 1718 | loss: 0.0311903 | val_loss: 0.0311929 | Time: 1476.67 ms [2022-04-21 03:32:55 main:574] : INFO : Epoch 1719 | loss: 0.0311898 | val_loss: 0.0311923 | Time: 1483.79 ms [2022-04-21 03:32:57 main:574] : INFO : Epoch 1720 | loss: 0.0311898 | val_loss: 0.0311918 | Time: 1390.28 ms [2022-04-21 03:32:58 main:574] : INFO : Epoch 1721 | loss: 0.0311893 | val_loss: 0.0311919 | Time: 1502.31 ms [2022-04-21 03:33:00 main:574] : INFO : Epoch 1722 | loss: 0.0311891 | val_loss: 0.0311921 | Time: 1491.17 ms [2022-04-21 03:33:01 main:574] : INFO : Epoch 1723 | loss: 0.0311891 | val_loss: 0.0311924 | Time: 1453.83 ms [2022-04-21 03:33:03 main:574] : INFO : Epoch 1724 | loss: 0.0311899 | val_loss: 0.0311971 | Time: 1427.16 ms [2022-04-21 03:33:04 main:574] : INFO : Epoch 1725 | loss: 0.0311901 | val_loss: 0.0311919 | Time: 1458.14 ms [2022-04-21 03:33:06 main:574] : INFO : Epoch 1726 | loss: 0.0311901 | val_loss: 0.0311915 | Time: 1467.86 ms [2022-04-21 03:33:07 main:574] : INFO : Epoch 1727 | loss: 0.0311891 | val_loss: 0.0311914 | Time: 1470.07 ms [2022-04-21 03:33:09 main:574] : INFO : Epoch 1728 | loss: 0.031189 | val_loss: 0.031193 | Time: 1442.94 ms [2022-04-21 03:33:10 main:574] : INFO : Epoch 1729 | loss: 0.0311902 | val_loss: 0.0311923 | Time: 1496.67 ms [2022-04-21 03:33:12 main:574] : INFO : Epoch 1730 | loss: 0.0311907 | val_loss: 0.0311921 | Time: 1466.78 ms [2022-04-21 03:33:13 main:574] : INFO : Epoch 1731 | loss: 0.0311906 | val_loss: 0.0311928 | Time: 1463.99 ms [2022-04-21 03:33:15 main:574] : INFO : Epoch 1732 | loss: 0.0311894 | val_loss: 0.0311913 | Time: 1494 ms [2022-04-21 03:33:16 main:574] : INFO : Epoch 1733 | loss: 0.0311893 | val_loss: 0.0311914 | Time: 1462.34 ms [2022-04-21 03:33:17 main:574] : INFO : Epoch 1734 | loss: 0.0311898 | val_loss: 0.0311934 | Time: 1466.72 ms [2022-04-21 03:33:19 main:574] : INFO : Epoch 1735 | loss: 0.0311913 | val_loss: 0.0311923 | Time: 1432.65 ms [2022-04-21 03:33:20 main:574] : INFO : Epoch 1736 | loss: 0.0311889 | val_loss: 0.0311945 | Time: 1439.2 ms [2022-04-21 03:33:22 main:574] : INFO : Epoch 1737 | loss: 0.0311891 | val_loss: 0.0311939 | Time: 1516.13 ms [2022-04-21 03:33:23 main:574] : INFO : Epoch 1738 | loss: 0.031189 | val_loss: 0.0311927 | Time: 1497.14 ms [2022-04-21 03:33:25 main:574] : INFO : Epoch 1739 | loss: 0.0311902 | val_loss: 0.0311923 | Time: 1395.16 ms [2022-04-21 03:33:26 main:574] : INFO : Epoch 1740 | loss: 0.0311901 | val_loss: 0.0311924 | Time: 1480.48 ms [2022-04-21 03:33:28 main:574] : INFO : Epoch 1741 | loss: 0.0311892 | val_loss: 0.0311916 | Time: 1451.37 ms [2022-04-21 03:33:29 main:574] : INFO : Epoch 1742 | loss: 0.0311886 | val_loss: 0.0311915 | Time: 1473.69 ms [2022-04-21 03:33:31 main:574] : INFO : Epoch 1743 | loss: 0.0311894 | val_loss: 0.0311936 | Time: 1418.71 ms [2022-04-21 03:33:32 main:574] : INFO : Epoch 1744 | loss: 0.0311891 | val_loss: 0.0311921 | Time: 1444.34 ms [2022-04-21 03:33:34 main:574] : INFO : Epoch 1745 | loss: 0.0311893 | val_loss: 0.0311912 | Time: 1518.09 ms [2022-04-21 03:33:35 main:574] : INFO : Epoch 1746 | loss: 0.0311891 | val_loss: 0.0311962 | Time: 1481.28 ms [2022-04-21 03:33:37 main:574] : INFO : Epoch 1747 | loss: 0.0311926 | val_loss: 0.0312014 | Time: 1444.99 ms [2022-04-21 03:33:38 main:574] : INFO : Epoch 1748 | loss: 0.0311918 | val_loss: 0.0311979 | Time: 1465.76 ms [2022-04-21 03:33:40 main:574] : INFO : Epoch 1749 | loss: 0.0311897 | val_loss: 0.031196 | Time: 1479.82 ms [2022-04-21 03:33:41 main:574] : INFO : Epoch 1750 | loss: 0.031189 | val_loss: 0.0311942 | Time: 1472.12 ms [2022-04-21 03:33:43 main:574] : INFO : Epoch 1751 | loss: 0.0311888 | val_loss: 0.0311938 | Time: 1437.75 ms [2022-04-21 03:33:44 main:574] : INFO : Epoch 1752 | loss: 0.0311893 | val_loss: 0.0311934 | Time: 1471.71 ms [2022-04-21 03:33:45 main:574] : INFO : Epoch 1753 | loss: 0.0311887 | val_loss: 0.0311959 | Time: 1436.31 ms [2022-04-21 03:33:47 main:574] : INFO : Epoch 1754 | loss: 0.0311891 | val_loss: 0.0311944 | Time: 1392.37 ms [2022-04-21 03:33:48 main:574] : INFO : Epoch 1755 | loss: 0.0311901 | val_loss: 0.0311919 | Time: 1452.33 ms [2022-04-21 03:33:50 main:574] : INFO : Epoch 1756 | loss: 0.031193 | val_loss: 0.0311919 | Time: 1469.29 ms [2022-04-21 03:33:51 main:574] : INFO : Epoch 1757 | loss: 0.0311917 | val_loss: 0.0311919 | Time: 1471.99 ms [2022-04-21 03:33:53 main:574] : INFO : Epoch 1758 | loss: 0.0311897 | val_loss: 0.0311919 | Time: 1393.44 ms [2022-04-21 03:33:54 main:574] : INFO : Epoch 1759 | loss: 0.03119 | val_loss: 0.0311947 | Time: 1427.1 ms [2022-04-21 03:33:56 main:574] : INFO : Epoch 1760 | loss: 0.0311895 | val_loss: 0.031191 | Time: 1501.01 ms [2022-04-21 03:33:57 main:574] : INFO : Epoch 1761 | loss: 0.0311892 | val_loss: 0.031192 | Time: 1497.19 ms [2022-04-21 03:33:59 main:574] : INFO : Epoch 1762 | loss: 0.0311913 | val_loss: 0.031192 | Time: 1413.08 ms [2022-04-21 03:34:00 main:574] : INFO : Epoch 1763 | loss: 0.0311923 | val_loss: 0.0311961 | Time: 1490.7 ms [2022-04-21 03:34:02 main:574] : INFO : Epoch 1764 | loss: 0.0311921 | val_loss: 0.0312 | Time: 1536.7 ms [2022-04-21 03:34:03 main:574] : INFO : Epoch 1765 | loss: 0.0311911 | val_loss: 0.0311949 | Time: 1434.23 ms [2022-04-21 03:34:04 main:574] : INFO : Epoch 1766 | loss: 0.0311902 | val_loss: 0.0311974 | Time: 1391.9 ms [2022-04-21 03:34:06 main:574] : INFO : Epoch 1767 | loss: 0.0311909 | val_loss: 0.0311917 | Time: 1506 ms [2022-04-21 03:34:07 main:574] : INFO : Epoch 1768 | loss: 0.0311889 | val_loss: 0.031192 | Time: 1447.61 ms [2022-04-21 03:34:09 main:574] : INFO : Epoch 1769 | loss: 0.0311893 | val_loss: 0.031193 | Time: 1450.25 ms [2022-04-21 03:34:10 main:574] : INFO : Epoch 1770 | loss: 0.0311917 | val_loss: 0.0311928 | Time: 1462.01 ms [2022-04-21 03:34:12 main:574] : INFO : Epoch 1771 | loss: 0.0311903 | val_loss: 0.0311917 | Time: 1449.25 ms [2022-04-21 03:34:13 main:574] : INFO : Epoch 1772 | loss: 0.0311905 | val_loss: 0.0311935 | Time: 1471.83 ms [2022-04-21 03:34:15 main:574] : INFO : Epoch 1773 | loss: 0.0311889 | val_loss: 0.0311914 | Time: 1423.5 ms [2022-04-21 03:34:16 main:574] : INFO : Epoch 1774 | loss: 0.0311896 | val_loss: 0.0311952 | Time: 1548.34 ms [2022-04-21 03:34:18 main:574] : INFO : Epoch 1775 | loss: 0.0311903 | val_loss: 0.0311935 | Time: 1453.33 ms [2022-04-21 03:34:19 main:574] : INFO : Epoch 1776 | loss: 0.0311895 | val_loss: 0.031196 | Time: 1493.83 ms [2022-04-21 03:34:21 main:574] : INFO : Epoch 1777 | loss: 0.0311908 | val_loss: 0.0311927 | Time: 1386.29 ms [2022-04-21 03:34:22 main:574] : INFO : Epoch 1778 | loss: 0.0311895 | val_loss: 0.0311925 | Time: 1467.1 ms [2022-04-21 03:34:24 main:574] : INFO : Epoch 1779 | loss: 0.0311885 | val_loss: 0.031193 | Time: 1460.19 ms [2022-04-21 03:34:25 main:574] : INFO : Epoch 1780 | loss: 0.0311894 | val_loss: 0.0311941 | Time: 1444.54 ms [2022-04-21 03:34:27 main:574] : INFO : Epoch 1781 | loss: 0.0311897 | val_loss: 0.0311932 | Time: 1475.74 ms [2022-04-21 03:34:28 main:574] : INFO : Epoch 1782 | loss: 0.0311889 | val_loss: 0.0311917 | Time: 1486.86 ms [2022-04-21 03:34:30 main:574] : INFO : Epoch 1783 | loss: 0.0311902 | val_loss: 0.0311991 | Time: 1463.01 ms [2022-04-21 03:34:31 main:574] : INFO : Epoch 1784 | loss: 0.031191 | val_loss: 0.0311928 | Time: 1478.43 ms [2022-04-21 03:34:33 main:574] : INFO : Epoch 1785 | loss: 0.0311883 | val_loss: 0.0311967 | Time: 1429.39 ms [2022-04-21 03:34:34 main:574] : INFO : Epoch 1786 | loss: 0.0311898 | val_loss: 0.0312019 | Time: 1540.55 ms [2022-04-21 03:34:36 main:574] : INFO : Epoch 1787 | loss: 0.0311904 | val_loss: 0.0311933 | Time: 1481.48 ms [2022-04-21 03:34:37 main:574] : INFO : Epoch 1788 | loss: 0.0311884 | val_loss: 0.0311934 | Time: 1422.37 ms [2022-04-21 03:34:38 main:574] : INFO : Epoch 1789 | loss: 0.0311884 | val_loss: 0.0311933 | Time: 1425.22 ms [2022-04-21 03:34:40 main:574] : INFO : Epoch 1790 | loss: 0.0311884 | val_loss: 0.0311931 | Time: 1462.4 ms [2022-04-21 03:34:41 main:574] : INFO : Epoch 1791 | loss: 0.031188 | val_loss: 0.0311925 | Time: 1464.94 ms [2022-04-21 03:34:43 main:574] : INFO : Epoch 1792 | loss: 0.0311882 | val_loss: 0.0311925 | Time: 1427.45 ms [2022-04-21 03:34:44 main:574] : INFO : Epoch 1793 | loss: 0.0311882 | val_loss: 0.0311938 | Time: 1509.11 ms [2022-04-21 03:34:46 main:574] : INFO : Epoch 1794 | loss: 0.0311882 | val_loss: 0.031191 | Time: 1500.27 ms [2022-04-21 03:34:47 main:574] : INFO : Epoch 1795 | loss: 0.0311885 | val_loss: 0.031191 | Time: 1514 ms [2022-04-21 03:34:49 main:574] : INFO : Epoch 1796 | loss: 0.0311887 | val_loss: 0.0311915 | Time: 1441.22 ms [2022-04-21 03:34:50 main:574] : INFO : Epoch 1797 | loss: 0.0311883 | val_loss: 0.0311932 | Time: 1487.69 ms [2022-04-21 03:34:52 main:574] : INFO : Epoch 1798 | loss: 0.0311887 | val_loss: 0.0311921 | Time: 1464.03 ms [2022-04-21 03:34:53 main:574] : INFO : Epoch 1799 | loss: 0.0311878 | val_loss: 0.0311919 | Time: 1472.79 ms [2022-04-21 03:34:55 main:574] : INFO : Epoch 1800 | loss: 0.0311879 | val_loss: 0.0311917 | Time: 1433.26 ms [2022-04-21 03:34:56 main:574] : INFO : Epoch 1801 | loss: 0.0311879 | val_loss: 0.0311923 | Time: 1464.23 ms [2022-04-21 03:34:58 main:574] : INFO : Epoch 1802 | loss: 0.0311888 | val_loss: 0.0311912 | Time: 1457.38 ms [2022-04-21 03:34:59 main:574] : INFO : Epoch 1803 | loss: 0.031188 | val_loss: 0.0311919 | Time: 1485.34 ms [2022-04-21 03:35:01 main:574] : INFO : Epoch 1804 | loss: 0.031188 | val_loss: 0.031192 | Time: 1443.23 ms [2022-04-21 03:35:02 main:574] : INFO : Epoch 1805 | loss: 0.0311885 | val_loss: 0.0311942 | Time: 1460.64 ms [2022-04-21 03:35:04 main:574] : INFO : Epoch 1806 | loss: 0.031189 | val_loss: 0.0311927 | Time: 1435.29 ms [2022-04-21 03:35:05 main:574] : INFO : Epoch 1807 | loss: 0.031189 | val_loss: 0.0311922 | Time: 1468.23 ms [2022-04-21 03:35:07 main:574] : INFO : Epoch 1808 | loss: 0.031189 | val_loss: 0.0311926 | Time: 1506 ms [2022-04-21 03:35:08 main:574] : INFO : Epoch 1809 | loss: 0.0311885 | val_loss: 0.0311925 | Time: 1470.57 ms [2022-04-21 03:35:10 main:574] : INFO : Epoch 1810 | loss: 0.031188 | val_loss: 0.0311916 | Time: 1526.86 ms [2022-04-21 03:35:11 main:574] : INFO : Epoch 1811 | loss: 0.0311884 | val_loss: 0.0311913 | Time: 1470.21 ms [2022-04-21 03:35:12 main:574] : INFO : Epoch 1812 | loss: 0.0311894 | val_loss: 0.0311936 | Time: 1377.92 ms [2022-04-21 03:35:14 main:574] : INFO : Epoch 1813 | loss: 0.0311878 | val_loss: 0.0311929 | Time: 1499.26 ms [2022-04-21 03:35:15 main:574] : INFO : Epoch 1814 | loss: 0.0311875 | val_loss: 0.031193 | Time: 1486.34 ms [2022-04-21 03:35:17 main:574] : INFO : Epoch 1815 | loss: 0.0311887 | val_loss: 0.0311941 | Time: 1497.78 ms [2022-04-21 03:35:18 main:574] : INFO : Epoch 1816 | loss: 0.0311881 | val_loss: 0.031192 | Time: 1436.57 ms [2022-04-21 03:35:20 main:574] : INFO : Epoch 1817 | loss: 0.0311898 | val_loss: 0.0311925 | Time: 1459.48 ms [2022-04-21 03:35:21 main:574] : INFO : Epoch 1818 | loss: 0.0311878 | val_loss: 0.0311937 | Time: 1447.26 ms [2022-04-21 03:35:23 main:574] : INFO : Epoch 1819 | loss: 0.0311878 | val_loss: 0.0311926 | Time: 1410.69 ms [2022-04-21 03:35:24 main:574] : INFO : Epoch 1820 | loss: 0.031188 | val_loss: 0.0311928 | Time: 1468.91 ms [2022-04-21 03:35:26 main:574] : INFO : Epoch 1821 | loss: 0.0311881 | val_loss: 0.0311939 | Time: 1490.22 ms [2022-04-21 03:35:27 main:574] : INFO : Epoch 1822 | loss: 0.0311884 | val_loss: 0.0311931 | Time: 1437.47 ms [2022-04-21 03:35:29 main:574] : INFO : Epoch 1823 | loss: 0.0311897 | val_loss: 0.0311933 | Time: 1385.16 ms [2022-04-21 03:35:30 main:574] : INFO : Epoch 1824 | loss: 0.0311888 | val_loss: 0.0311928 | Time: 1468.46 ms [2022-04-21 03:35:32 main:574] : INFO : Epoch 1825 | loss: 0.0311875 | val_loss: 0.0311917 | Time: 1507.14 ms [2022-04-21 03:35:33 main:574] : INFO : Epoch 1826 | loss: 0.0311875 | val_loss: 0.0311928 | Time: 1424.5 ms [2022-04-21 03:35:35 main:574] : INFO : Epoch 1827 | loss: 0.0311883 | val_loss: 0.0311933 | Time: 1505.32 ms [2022-04-21 03:35:36 main:574] : INFO : Epoch 1828 | loss: 0.0311881 | val_loss: 0.0311942 | Time: 1490.96 ms [2022-04-21 03:35:38 main:574] : INFO : Epoch 1829 | loss: 0.0311879 | val_loss: 0.0311917 | Time: 1477.07 ms [2022-04-21 03:35:39 main:574] : INFO : Epoch 1830 | loss: 0.0311879 | val_loss: 0.0311917 | Time: 1470.33 ms [2022-04-21 03:35:41 main:574] : INFO : Epoch 1831 | loss: 0.0311887 | val_loss: 0.0311935 | Time: 1440.51 ms [2022-04-21 03:35:42 main:574] : INFO : Epoch 1832 | loss: 0.0311883 | val_loss: 0.0311946 | Time: 1476.55 ms [2022-04-21 03:35:43 main:574] : INFO : Epoch 1833 | loss: 0.0311884 | val_loss: 0.0311931 | Time: 1466.64 ms [2022-04-21 03:35:45 main:574] : INFO : Epoch 1834 | loss: 0.0311898 | val_loss: 0.0311945 | Time: 1369.06 ms [2022-04-21 03:35:46 main:574] : INFO : Epoch 1835 | loss: 0.0311895 | val_loss: 0.0311972 | Time: 1470.44 ms [2022-04-21 03:35:48 main:574] : INFO : Epoch 1836 | loss: 0.0311893 | val_loss: 0.0311998 | Time: 1460.11 ms [2022-04-21 03:35:49 main:574] : INFO : Epoch 1837 | loss: 0.0311884 | val_loss: 0.0311921 | Time: 1460.9 ms [2022-04-21 03:35:51 main:574] : INFO : Epoch 1838 | loss: 0.0311872 | val_loss: 0.0311942 | Time: 1502.94 ms [2022-04-21 03:35:52 main:574] : INFO : Epoch 1839 | loss: 0.0311872 | val_loss: 0.031193 | Time: 1432.6 ms [2022-04-21 03:35:54 main:574] : INFO : Epoch 1840 | loss: 0.0311879 | val_loss: 0.0311933 | Time: 1470.6 ms [2022-04-21 03:35:55 main:574] : INFO : Epoch 1841 | loss: 0.0311903 | val_loss: 0.0311948 | Time: 1466.52 ms [2022-04-21 03:35:57 main:574] : INFO : Epoch 1842 | loss: 0.0311884 | val_loss: 0.0311938 | Time: 1406.33 ms [2022-04-21 03:35:58 main:574] : INFO : Epoch 1843 | loss: 0.0311874 | val_loss: 0.0311928 | Time: 1493.92 ms [2022-04-21 03:36:00 main:574] : INFO : Epoch 1844 | loss: 0.0311879 | val_loss: 0.0311922 | Time: 1484.28 ms [2022-04-21 03:36:01 main:574] : INFO : Epoch 1845 | loss: 0.0311873 | val_loss: 0.0311912 | Time: 1431.01 ms [2022-04-21 03:36:03 main:574] : INFO : Epoch 1846 | loss: 0.0311875 | val_loss: 0.0311914 | Time: 1438.48 ms [2022-04-21 03:36:04 main:574] : INFO : Epoch 1847 | loss: 0.0311874 | val_loss: 0.0311914 | Time: 1452.16 ms [2022-04-21 03:36:05 main:574] : INFO : Epoch 1848 | loss: 0.0311876 | val_loss: 0.0311919 | Time: 1478.77 ms [2022-04-21 03:36:07 main:574] : INFO : Epoch 1849 | loss: 0.0311881 | val_loss: 0.031191 | Time: 1408.14 ms [2022-04-21 03:36:08 main:574] : INFO : Epoch 1850 | loss: 0.0311879 | val_loss: 0.0311922 | Time: 1474.83 ms [2022-04-21 03:36:10 main:574] : INFO : Epoch 1851 | loss: 0.0311882 | val_loss: 0.0311947 | Time: 1509.85 ms [2022-04-21 03:36:11 main:574] : INFO : Epoch 1852 | loss: 0.0311885 | val_loss: 0.0311926 | Time: 1455.39 ms [2022-04-21 03:36:13 main:574] : INFO : Epoch 1853 | loss: 0.0311901 | val_loss: 0.0311928 | Time: 1383.88 ms [2022-04-21 03:36:14 main:574] : INFO : Epoch 1854 | loss: 0.0311896 | val_loss: 0.0311937 | Time: 1477.54 ms [2022-04-21 03:36:16 main:574] : INFO : Epoch 1855 | loss: 0.0311903 | val_loss: 0.0311925 | Time: 1454.97 ms [2022-04-21 03:36:17 main:574] : INFO : Epoch 1856 | loss: 0.0311927 | val_loss: 0.0311926 | Time: 1464.14 ms [2022-04-21 03:36:19 main:574] : INFO : Epoch 1857 | loss: 0.0311919 | val_loss: 0.0311919 | Time: 1408.59 ms [2022-04-21 03:36:20 main:574] : INFO : Epoch 1858 | loss: 0.0311879 | val_loss: 0.0311931 | Time: 1485.66 ms [2022-04-21 03:36:22 main:574] : INFO : Epoch 1859 | loss: 0.0311884 | val_loss: 0.031192 | Time: 1461.64 ms [2022-04-21 03:36:23 main:574] : INFO : Epoch 1860 | loss: 0.0311894 | val_loss: 0.0311934 | Time: 1435.41 ms [2022-04-21 03:36:24 main:574] : INFO : Epoch 1861 | loss: 0.0311907 | val_loss: 0.0311928 | Time: 1414.79 ms [2022-04-21 03:36:26 main:574] : INFO : Epoch 1862 | loss: 0.0311878 | val_loss: 0.0311942 | Time: 1486.91 ms [2022-04-21 03:36:27 main:574] : INFO : Epoch 1863 | loss: 0.0311897 | val_loss: 0.0311955 | Time: 1454.88 ms [2022-04-21 03:36:29 main:574] : INFO : Epoch 1864 | loss: 0.0311879 | val_loss: 0.0311947 | Time: 1412.35 ms [2022-04-21 03:36:30 main:574] : INFO : Epoch 1865 | loss: 0.0311879 | val_loss: 0.0311946 | Time: 1459.14 ms [2022-04-21 03:36:32 main:574] : INFO : Epoch 1866 | loss: 0.0311877 | val_loss: 0.0311954 | Time: 1486.65 ms [2022-04-21 03:36:33 main:574] : INFO : Epoch 1867 | loss: 0.031188 | val_loss: 0.0311934 | Time: 1461.98 ms [2022-04-21 03:36:35 main:574] : INFO : Epoch 1868 | loss: 0.0311877 | val_loss: 0.031195 | Time: 1408.82 ms [2022-04-21 03:36:36 main:574] : INFO : Epoch 1869 | loss: 0.0311894 | val_loss: 0.0311937 | Time: 1453.02 ms [2022-04-21 03:36:38 main:574] : INFO : Epoch 1870 | loss: 0.0311888 | val_loss: 0.031193 | Time: 1471.42 ms [2022-04-21 03:36:39 main:574] : INFO : Epoch 1871 | loss: 0.0311888 | val_loss: 0.031196 | Time: 1465.56 ms [2022-04-21 03:36:41 main:574] : INFO : Epoch 1872 | loss: 0.0311893 | val_loss: 0.0311979 | Time: 1398.87 ms [2022-04-21 03:36:42 main:574] : INFO : Epoch 1873 | loss: 0.0311884 | val_loss: 0.031193 | Time: 1486.11 ms [2022-04-21 03:36:44 main:574] : INFO : Epoch 1874 | loss: 0.0311882 | val_loss: 0.0311923 | Time: 1457.75 ms [2022-04-21 03:36:45 main:574] : INFO : Epoch 1875 | loss: 0.0311896 | val_loss: 0.0311928 | Time: 1457.57 ms [2022-04-21 03:36:46 main:574] : INFO : Epoch 1876 | loss: 0.031188 | val_loss: 0.0311942 | Time: 1400.14 ms [2022-04-21 03:36:48 main:574] : INFO : Epoch 1877 | loss: 0.0311884 | val_loss: 0.0311924 | Time: 1454.28 ms [2022-04-21 03:36:49 main:574] : INFO : Epoch 1878 | loss: 0.031188 | val_loss: 0.0311956 | Time: 1448.61 ms [2022-04-21 03:36:51 main:574] : INFO : Epoch 1879 | loss: 0.0311894 | val_loss: 0.0311923 | Time: 1374.53 ms [2022-04-21 03:36:52 main:574] : INFO : Epoch 1880 | loss: 0.0311892 | val_loss: 0.0311936 | Time: 1459.39 ms [2022-04-21 03:36:54 main:574] : INFO : Epoch 1881 | loss: 0.0311897 | val_loss: 0.0311958 | Time: 1485.31 ms [2022-04-21 03:36:55 main:574] : INFO : Epoch 1882 | loss: 0.031189 | val_loss: 0.031196 | Time: 1483.5 ms [2022-04-21 03:36:57 main:574] : INFO : Epoch 1883 | loss: 0.0311922 | val_loss: 0.0312003 | Time: 1373.74 ms [2022-04-21 03:36:58 main:574] : INFO : Epoch 1884 | loss: 0.0311911 | val_loss: 0.0311954 | Time: 1468.35 ms [2022-04-21 03:37:00 main:574] : INFO : Epoch 1885 | loss: 0.0311879 | val_loss: 0.0311955 | Time: 1463.28 ms [2022-04-21 03:37:01 main:574] : INFO : Epoch 1886 | loss: 0.0311901 | val_loss: 0.031193 | Time: 1422.63 ms [2022-04-21 03:37:02 main:574] : INFO : Epoch 1887 | loss: 0.0311892 | val_loss: 0.0311936 | Time: 1425.48 ms [2022-04-21 03:37:04 main:574] : INFO : Epoch 1888 | loss: 0.0311898 | val_loss: 0.0311965 | Time: 1485.2 ms [2022-04-21 03:37:05 main:574] : INFO : Epoch 1889 | loss: 0.0311897 | val_loss: 0.0311956 | Time: 1482.11 ms [2022-04-21 03:37:07 main:574] : INFO : Epoch 1890 | loss: 0.0311897 | val_loss: 0.0311983 | Time: 1419.43 ms [2022-04-21 03:37:08 main:574] : INFO : Epoch 1891 | loss: 0.0311879 | val_loss: 0.0311949 | Time: 1494.79 ms [2022-04-21 03:37:10 main:574] : INFO : Epoch 1892 | loss: 0.0311878 | val_loss: 0.0311919 | Time: 1507.59 ms [2022-04-21 03:37:11 main:574] : INFO : Epoch 1893 | loss: 0.0311896 | val_loss: 0.0311943 | Time: 1473.14 ms [2022-04-21 03:37:13 main:574] : INFO : Epoch 1894 | loss: 0.0311905 | val_loss: 0.0311923 | Time: 1419.82 ms [2022-04-21 03:37:14 main:574] : INFO : Epoch 1895 | loss: 0.0311873 | val_loss: 0.0311921 | Time: 1455.88 ms [2022-04-21 03:37:16 main:574] : INFO : Epoch 1896 | loss: 0.0311875 | val_loss: 0.0311939 | Time: 1452.73 ms [2022-04-21 03:37:17 main:574] : INFO : Epoch 1897 | loss: 0.0311871 | val_loss: 0.031195 | Time: 1438.24 ms [2022-04-21 03:37:19 main:574] : INFO : Epoch 1898 | loss: 0.0311876 | val_loss: 0.0311955 | Time: 1389.52 ms [2022-04-21 03:37:20 main:574] : INFO : Epoch 1899 | loss: 0.0311876 | val_loss: 0.0311952 | Time: 1450.23 ms [2022-04-21 03:37:22 main:574] : INFO : Epoch 1900 | loss: 0.0311877 | val_loss: 0.0311925 | Time: 1481.71 ms [2022-04-21 03:37:23 main:574] : INFO : Epoch 1901 | loss: 0.031187 | val_loss: 0.0311954 | Time: 1405.55 ms [2022-04-21 03:37:24 main:574] : INFO : Epoch 1902 | loss: 0.0311884 | val_loss: 0.0311944 | Time: 1418.61 ms [2022-04-21 03:37:26 main:574] : INFO : Epoch 1903 | loss: 0.0311893 | val_loss: 0.0311955 | Time: 1468.44 ms [2022-04-21 03:37:27 main:574] : INFO : Epoch 1904 | loss: 0.031188 | val_loss: 0.0311923 | Time: 1482.37 ms [2022-04-21 03:37:29 main:574] : INFO : Epoch 1905 | loss: 0.0311872 | val_loss: 0.0311931 | Time: 1411.65 ms [2022-04-21 03:37:30 main:574] : INFO : Epoch 1906 | loss: 0.031188 | val_loss: 0.0311937 | Time: 1507.43 ms [2022-04-21 03:37:32 main:574] : INFO : Epoch 1907 | loss: 0.0311878 | val_loss: 0.0311925 | Time: 1466.69 ms [2022-04-21 03:37:33 main:574] : INFO : Epoch 1908 | loss: 0.0311877 | val_loss: 0.0311933 | Time: 1431.46 ms [2022-04-21 03:37:35 main:574] : INFO : Epoch 1909 | loss: 0.0311876 | val_loss: 0.0311936 | Time: 1400.65 ms [2022-04-21 03:37:36 main:574] : INFO : Epoch 1910 | loss: 0.0311881 | val_loss: 0.0311963 | Time: 1536.63 ms [2022-04-21 03:37:38 main:574] : INFO : Epoch 1911 | loss: 0.0311876 | val_loss: 0.0311931 | Time: 1440.64 ms [2022-04-21 03:37:39 main:574] : INFO : Epoch 1912 | loss: 0.0311868 | val_loss: 0.0311927 | Time: 1428.01 ms [2022-04-21 03:37:40 main:574] : INFO : Epoch 1913 | loss: 0.0311881 | val_loss: 0.0311984 | Time: 1422.39 ms [2022-04-21 03:37:42 main:574] : INFO : Epoch 1914 | loss: 0.0311886 | val_loss: 0.0311927 | Time: 1481.56 ms [2022-04-21 03:37:43 main:574] : INFO : Epoch 1915 | loss: 0.0311875 | val_loss: 0.0311952 | Time: 1476.69 ms [2022-04-21 03:37:45 main:574] : INFO : Epoch 1916 | loss: 0.0311873 | val_loss: 0.0311956 | Time: 1394.63 ms [2022-04-21 03:37:46 main:574] : INFO : Epoch 1917 | loss: 0.0311877 | val_loss: 0.0311954 | Time: 1472.57 ms [2022-04-21 03:37:48 main:574] : INFO : Epoch 1918 | loss: 0.0311898 | val_loss: 0.031196 | Time: 1476.13 ms [2022-04-21 03:37:49 main:574] : INFO : Epoch 1919 | loss: 0.0311894 | val_loss: 0.0312015 | Time: 1466.1 ms [2022-04-21 03:37:51 main:574] : INFO : Epoch 1920 | loss: 0.0311875 | val_loss: 0.0312024 | Time: 1405.45 ms [2022-04-21 03:37:52 main:574] : INFO : Epoch 1921 | loss: 0.0311883 | val_loss: 0.0311947 | Time: 1453.67 ms [2022-04-21 03:37:54 main:574] : INFO : Epoch 1922 | loss: 0.0311885 | val_loss: 0.0311949 | Time: 1449.05 ms [2022-04-21 03:37:55 main:574] : INFO : Epoch 1923 | loss: 0.0311872 | val_loss: 0.0311981 | Time: 1443.09 ms [2022-04-21 03:37:57 main:574] : INFO : Epoch 1924 | loss: 0.0311878 | val_loss: 0.0311982 | Time: 1472.38 ms [2022-04-21 03:37:58 main:574] : INFO : Epoch 1925 | loss: 0.0311896 | val_loss: 0.0311989 | Time: 1526.9 ms [2022-04-21 03:38:00 main:574] : INFO : Epoch 1926 | loss: 0.0311892 | val_loss: 0.0311954 | Time: 1451.75 ms [2022-04-21 03:38:01 main:574] : INFO : Epoch 1927 | loss: 0.0311874 | val_loss: 0.0311956 | Time: 1458.61 ms [2022-04-21 03:38:03 main:574] : INFO : Epoch 1928 | loss: 0.0311872 | val_loss: 0.0311951 | Time: 1413.8 ms [2022-04-21 03:38:04 main:574] : INFO : Epoch 1929 | loss: 0.0311884 | val_loss: 0.0312025 | Time: 1453.57 ms [2022-04-21 03:38:05 main:574] : INFO : Epoch 1930 | loss: 0.0311883 | val_loss: 0.0311958 | Time: 1440.74 ms [2022-04-21 03:38:07 main:574] : INFO : Epoch 1931 | loss: 0.0311881 | val_loss: 0.0312002 | Time: 1385.39 ms [2022-04-21 03:38:08 main:574] : INFO : Epoch 1932 | loss: 0.0311876 | val_loss: 0.0311942 | Time: 1475.91 ms [2022-04-21 03:38:10 main:574] : INFO : Epoch 1933 | loss: 0.031187 | val_loss: 0.0311947 | Time: 1494.33 ms [2022-04-21 03:38:11 main:574] : INFO : Epoch 1934 | loss: 0.0311871 | val_loss: 0.0311955 | Time: 1490.09 ms [2022-04-21 03:38:13 main:574] : INFO : Epoch 1935 | loss: 0.0311881 | val_loss: 0.0311989 | Time: 1388.37 ms [2022-04-21 03:38:14 main:574] : INFO : Epoch 1936 | loss: 0.0311894 | val_loss: 0.0311951 | Time: 1442.55 ms [2022-04-21 03:38:16 main:574] : INFO : Epoch 1937 | loss: 0.0311889 | val_loss: 0.0311954 | Time: 1456.22 ms [2022-04-21 03:38:17 main:574] : INFO : Epoch 1938 | loss: 0.0311891 | val_loss: 0.0311973 | Time: 1429.79 ms [2022-04-21 03:38:19 main:574] : INFO : Epoch 1939 | loss: 0.0311901 | val_loss: 0.0311973 | Time: 1402.59 ms [2022-04-21 03:38:20 main:574] : INFO : Epoch 1940 | loss: 0.031188 | val_loss: 0.0311958 | Time: 1479.31 ms [2022-04-21 03:38:21 main:574] : INFO : Epoch 1941 | loss: 0.0311872 | val_loss: 0.0311989 | Time: 1478.02 ms [2022-04-21 03:38:23 main:574] : INFO : Epoch 1942 | loss: 0.0311878 | val_loss: 0.0311973 | Time: 1440.8 ms [2022-04-21 03:38:24 main:574] : INFO : Epoch 1943 | loss: 0.0311869 | val_loss: 0.0311954 | Time: 1461.51 ms [2022-04-21 03:38:26 main:574] : INFO : Epoch 1944 | loss: 0.0311872 | val_loss: 0.0311967 | Time: 1470.61 ms [2022-04-21 03:38:27 main:574] : INFO : Epoch 1945 | loss: 0.0311874 | val_loss: 0.0311956 | Time: 1464.24 ms [2022-04-21 03:38:29 main:574] : INFO : Epoch 1946 | loss: 0.0311874 | val_loss: 0.0311956 | Time: 1411.45 ms [2022-04-21 03:38:30 main:574] : INFO : Epoch 1947 | loss: 0.031188 | val_loss: 0.0311943 | Time: 1454.87 ms [2022-04-21 03:38:32 main:574] : INFO : Epoch 1948 | loss: 0.0311899 | val_loss: 0.0311965 | Time: 1467.94 ms [2022-04-21 03:38:33 main:574] : INFO : Epoch 1949 | loss: 0.0311874 | val_loss: 0.031195 | Time: 1460.11 ms [2022-04-21 03:38:35 main:574] : INFO : Epoch 1950 | loss: 0.0311872 | val_loss: 0.0312003 | Time: 1400.16 ms [2022-04-21 03:38:36 main:574] : INFO : Epoch 1951 | loss: 0.0311875 | val_loss: 0.0311953 | Time: 1481.66 ms [2022-04-21 03:38:38 main:574] : INFO : Epoch 1952 | loss: 0.0311874 | val_loss: 0.0311967 | Time: 1504.89 ms [2022-04-21 03:38:39 main:574] : INFO : Epoch 1953 | loss: 0.0311871 | val_loss: 0.0311962 | Time: 1450.35 ms [2022-04-21 03:38:41 main:574] : INFO : Epoch 1954 | loss: 0.031187 | val_loss: 0.0311946 | Time: 1423.16 ms [2022-04-21 03:38:42 main:574] : INFO : Epoch 1955 | loss: 0.0311876 | val_loss: 0.0312033 | Time: 1488.72 ms [2022-04-21 03:38:44 main:574] : INFO : Epoch 1956 | loss: 0.0311901 | val_loss: 0.0311946 | Time: 1477.84 ms [2022-04-21 03:38:45 main:574] : INFO : Epoch 1957 | loss: 0.0311882 | val_loss: 0.0312007 | Time: 1402.56 ms [2022-04-21 03:38:46 main:574] : INFO : Epoch 1958 | loss: 0.031189 | val_loss: 0.0311942 | Time: 1426.42 ms [2022-04-21 03:38:48 main:574] : INFO : Epoch 1959 | loss: 0.0311864 | val_loss: 0.0311985 | Time: 1469.48 ms [2022-04-21 03:38:49 main:574] : INFO : Epoch 1960 | loss: 0.0311877 | val_loss: 0.031199 | Time: 1483.77 ms [2022-04-21 03:38:51 main:574] : INFO : Epoch 1961 | loss: 0.031191 | val_loss: 0.0311987 | Time: 1396 ms [2022-04-21 03:38:52 main:574] : INFO : Epoch 1962 | loss: 0.0311909 | val_loss: 0.0311928 | Time: 1492.39 ms [2022-04-21 03:38:54 main:574] : INFO : Epoch 1963 | loss: 0.03119 | val_loss: 0.0311963 | Time: 1445.72 ms [2022-04-21 03:38:55 main:574] : INFO : Epoch 1964 | loss: 0.0311889 | val_loss: 0.0311961 | Time: 1453.76 ms [2022-04-21 03:38:57 main:574] : INFO : Epoch 1965 | loss: 0.031189 | val_loss: 0.0311965 | Time: 1427.37 ms [2022-04-21 03:38:58 main:574] : INFO : Epoch 1966 | loss: 0.0311882 | val_loss: 0.0311956 | Time: 1528.19 ms [2022-04-21 03:39:00 main:574] : INFO : Epoch 1967 | loss: 0.0311886 | val_loss: 0.031195 | Time: 1438.75 ms [2022-04-21 03:39:01 main:574] : INFO : Epoch 1968 | loss: 0.031188 | val_loss: 0.0311948 | Time: 1476.3 ms [2022-04-21 03:39:03 main:574] : INFO : Epoch 1969 | loss: 0.0311883 | val_loss: 0.0311959 | Time: 1467.71 ms [2022-04-21 03:39:04 main:574] : INFO : Epoch 1970 | loss: 0.0311884 | val_loss: 0.0311979 | Time: 1410.49 ms [2022-04-21 03:39:05 main:574] : INFO : Epoch 1971 | loss: 0.0311885 | val_loss: 0.0312003 | Time: 1449.05 ms [2022-04-21 03:39:07 main:574] : INFO : Epoch 1972 | loss: 0.0311889 | val_loss: 0.0311968 | Time: 1482.17 ms [2022-04-21 03:39:08 main:574] : INFO : Epoch 1973 | loss: 0.0311881 | val_loss: 0.0311934 | Time: 1488.81 ms [2022-04-21 03:39:10 main:574] : INFO : Epoch 1974 | loss: 0.031188 | val_loss: 0.0311966 | Time: 1451.23 ms [2022-04-21 03:39:11 main:574] : INFO : Epoch 1975 | loss: 0.0311883 | val_loss: 0.0311963 | Time: 1477.23 ms [2022-04-21 03:39:13 main:574] : INFO : Epoch 1976 | loss: 0.0311887 | val_loss: 0.0311924 | Time: 1472.34 ms [2022-04-21 03:39:14 main:574] : INFO : Epoch 1977 | loss: 0.0311897 | val_loss: 0.0311951 | Time: 1457.17 ms [2022-04-21 03:39:16 main:574] : INFO : Epoch 1978 | loss: 0.0311894 | val_loss: 0.0312312 | Time: 1473.56 ms [2022-04-21 03:39:17 main:574] : INFO : Epoch 1979 | loss: 0.0311885 | val_loss: 0.0311937 | Time: 1476.93 ms [2022-04-21 03:39:19 main:574] : INFO : Epoch 1980 | loss: 0.0311878 | val_loss: 0.031196 | Time: 1481.5 ms [2022-04-21 03:39:20 main:574] : INFO : Epoch 1981 | loss: 0.0311869 | val_loss: 0.0311976 | Time: 1512.23 ms [2022-04-21 03:39:22 main:574] : INFO : Epoch 1982 | loss: 0.0311869 | val_loss: 0.0311951 | Time: 1403.43 ms [2022-04-21 03:39:23 main:574] : INFO : Epoch 1983 | loss: 0.0311881 | val_loss: 0.0311961 | Time: 1471.55 ms [2022-04-21 03:39:25 main:574] : INFO : Epoch 1984 | loss: 0.0311872 | val_loss: 0.0311953 | Time: 1458.15 ms [2022-04-21 03:39:26 main:574] : INFO : Epoch 1985 | loss: 0.031187 | val_loss: 0.0311959 | Time: 1466.6 ms [2022-04-21 03:39:28 main:574] : INFO : Epoch 1986 | loss: 0.031188 | val_loss: 0.0311944 | Time: 1388.43 ms [2022-04-21 03:39:29 main:574] : INFO : Epoch 1987 | loss: 0.0311891 | val_loss: 0.0311968 | Time: 1496.36 ms [2022-04-21 03:39:31 main:574] : INFO : Epoch 1988 | loss: 0.0311883 | val_loss: 0.0312008 | Time: 1483.39 ms [2022-04-21 03:39:32 main:574] : INFO : Epoch 1989 | loss: 0.0311889 | val_loss: 0.0311993 | Time: 1460.06 ms [2022-04-21 03:39:34 main:574] : INFO : Epoch 1990 | loss: 0.0311876 | val_loss: 0.0311988 | Time: 1411.01 ms [2022-04-21 03:39:35 main:574] : INFO : Epoch 1991 | loss: 0.0311895 | val_loss: 0.0311941 | Time: 1437.75 ms [2022-04-21 03:39:36 main:574] : INFO : Epoch 1992 | loss: 0.0311872 | val_loss: 0.0311924 | Time: 1470.23 ms [2022-04-21 03:39:38 main:574] : INFO : Epoch 1993 | loss: 0.0311865 | val_loss: 0.0311958 | Time: 1433.49 ms [2022-04-21 03:39:39 main:574] : INFO : Epoch 1994 | loss: 0.0311862 | val_loss: 0.0311956 | Time: 1472.1 ms [2022-04-21 03:39:41 main:574] : INFO : Epoch 1995 | loss: 0.0311866 | val_loss: 0.0311941 | Time: 1460.54 ms [2022-04-21 03:39:42 main:574] : INFO : Epoch 1996 | loss: 0.0311872 | val_loss: 0.0311958 | Time: 1482.5 ms [2022-04-21 03:39:44 main:574] : INFO : Epoch 1997 | loss: 0.0311871 | val_loss: 0.031196 | Time: 1407.01 ms [2022-04-21 03:39:45 main:574] : INFO : Epoch 1998 | loss: 0.0311861 | val_loss: 0.0311938 | Time: 1439.06 ms [2022-04-21 03:39:47 main:574] : INFO : Epoch 1999 | loss: 0.031187 | val_loss: 0.0311946 | Time: 1441.61 ms [2022-04-21 03:39:48 main:574] : INFO : Epoch 2000 | loss: 0.0311877 | val_loss: 0.0311965 | Time: 1487.5 ms [2022-04-21 03:39:50 main:574] : INFO : Epoch 2001 | loss: 0.0311906 | val_loss: 0.0311995 | Time: 1414.46 ms [2022-04-21 03:39:51 main:574] : INFO : Epoch 2002 | loss: 0.0311877 | val_loss: 0.0311933 | Time: 1459.62 ms [2022-04-21 03:39:53 main:574] : INFO : Epoch 2003 | loss: 0.0311871 | val_loss: 0.0311987 | Time: 1452.89 ms [2022-04-21 03:39:54 main:574] : INFO : Epoch 2004 | loss: 0.0311873 | val_loss: 0.0311928 | Time: 1426.14 ms [2022-04-21 03:39:55 main:574] : INFO : Epoch 2005 | loss: 0.0311879 | val_loss: 0.0311952 | Time: 1423.87 ms [2022-04-21 03:39:57 main:574] : INFO : Epoch 2006 | loss: 0.0311862 | val_loss: 0.0311991 | Time: 1455.75 ms [2022-04-21 03:39:58 main:574] : INFO : Epoch 2007 | loss: 0.0311894 | val_loss: 0.0311974 | Time: 1427.92 ms [2022-04-21 03:40:00 main:574] : INFO : Epoch 2008 | loss: 0.0311865 | val_loss: 0.0311962 | Time: 1399.08 ms [2022-04-21 03:40:01 main:574] : INFO : Epoch 2009 | loss: 0.031188 | val_loss: 0.0311963 | Time: 1461.35 ms [2022-04-21 03:40:03 main:574] : INFO : Epoch 2010 | loss: 0.0311877 | val_loss: 0.0311982 | Time: 1459.68 ms [2022-04-21 03:40:04 main:574] : INFO : Epoch 2011 | loss: 0.031229 | val_loss: 0.0312541 | Time: 1457.3 ms [2022-04-21 03:40:06 main:574] : INFO : Epoch 2012 | loss: 0.0312619 | val_loss: 0.031253 | Time: 1389.89 ms [2022-04-21 03:40:07 main:574] : INFO : Epoch 2013 | loss: 0.0312497 | val_loss: 0.0312479 | Time: 1473.16 ms [2022-04-21 03:40:09 main:574] : INFO : Epoch 2014 | loss: 0.0312447 | val_loss: 0.0312456 | Time: 1486.86 ms [2022-04-21 03:40:10 main:574] : INFO : Epoch 2015 | loss: 0.0312428 | val_loss: 0.0312447 | Time: 1507.58 ms [2022-04-21 03:40:12 main:574] : INFO : Epoch 2016 | loss: 0.0312452 | val_loss: 0.0312475 | Time: 1449.61 ms [2022-04-21 03:40:13 main:574] : INFO : Epoch 2017 | loss: 0.031244 | val_loss: 0.0312428 | Time: 1470.54 ms [2022-04-21 03:40:14 main:574] : INFO : Epoch 2018 | loss: 0.0312502 | val_loss: 0.0312472 | Time: 1462.56 ms [2022-04-21 03:40:16 main:574] : INFO : Epoch 2019 | loss: 0.0312511 | val_loss: 0.0312528 | Time: 1394.71 ms [2022-04-21 03:40:17 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 1431.28 ms [2022-04-21 03:40:19 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 1459.46 ms [2022-04-21 03:40:20 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 1466.42 ms [2022-04-21 03:40:22 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 1391.98 ms [2022-04-21 03:40:23 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 1474.66 ms [2022-04-21 03:40:25 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 1461.02 ms [2022-04-21 03:40:26 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 1456.51 ms [2022-04-21 03:40:28 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 1422.01 ms [2022-04-21 03:40:29 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 1464.5 ms [2022-04-21 03:40:31 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 1466.98 ms [2022-04-21 03:40:32 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 1458.71 ms [2022-04-21 03:40:33 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 1434.78 ms [2022-04-21 03:40:35 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 1455.41 ms [2022-04-21 03:40:36 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 1477.4 ms [2022-04-21 03:40:38 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 1384.77 ms [2022-04-21 03:40:39 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 1453.07 ms [2022-04-21 03:40:41 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 1459.98 ms [2022-04-21 03:40:42 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 1459.09 ms [2022-04-21 03:40:44 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 1397.77 ms [2022-04-21 03:40:45 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 1459.3 ms [2022-04-21 03:40:47 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 1440.26 ms [2022-04-21 03:40:48 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 1427.83 ms [2022-04-21 03:40:49 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 1421.41 ms [2022-04-21 03:40:51 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 1471.95 ms [2022-04-21 03:40:52 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 1475.15 ms [2022-04-21 03:40:54 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 1403.25 ms [2022-04-21 03:40:55 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 1443.08 ms [2022-04-21 03:40:57 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 1442.8 ms [2022-04-21 03:40:58 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 1461.45 ms [2022-04-21 03:40:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2022-04-21 03:40:58 main:603] : INFO : Saving end state to config to file [2022-04-21 03:40:58 main:608] : INFO : Success, exiting.. 03:40:58 (55804): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)