Task 14594821
| Name | ParityModified-1647042180-18217-3-0_0 |
| Workunit | 11617242 |
| Created | 10 Apr 2022, 4:32:17 UTC |
| Sent | 11 Apr 2022, 5:32:41 UTC |
| Report deadline | 19 Apr 2022, 5:32:41 UTC |
| Received | 11 Apr 2022, 15:18:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 39 sec |
| CPU time | 42 min 19 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> 6:02:44 main:574] : INFO : Epoch 1542 | loss: 0.0311919 | val_loss: 0.03119 | Time: 1464.96 ms [2022-04-11 16:02:45 main:574] : INFO : Epoch 1543 | loss: 0.0311953 | val_loss: 0.0311981 | Time: 1490.85 ms [2022-04-11 16:02:47 main:574] : INFO : Epoch 1544 | loss: 0.0311929 | val_loss: 0.0311896 | Time: 1508.47 ms [2022-04-11 16:02:48 main:574] : INFO : Epoch 1545 | loss: 0.0311926 | val_loss: 0.0311889 | Time: 1519.52 ms [2022-04-11 16:02:50 main:574] : INFO : Epoch 1546 | loss: 0.0311955 | val_loss: 0.0312043 | Time: 1374.31 ms [2022-04-11 16:02:51 main:574] : INFO : Epoch 1547 | loss: 0.0311967 | val_loss: 0.0311921 | Time: 1471.89 ms [2022-04-11 16:02:53 main:574] : INFO : Epoch 1548 | loss: 0.0311938 | val_loss: 0.0311901 | Time: 1530.13 ms [2022-04-11 16:02:54 main:574] : INFO : Epoch 1549 | loss: 0.0311986 | val_loss: 0.0311982 | Time: 1441.95 ms [2022-04-11 16:02:56 main:574] : INFO : Epoch 1550 | loss: 0.0312183 | val_loss: 0.0312095 | Time: 1491.31 ms [2022-04-11 16:02:57 main:574] : INFO : Epoch 1551 | loss: 0.0312113 | val_loss: 0.031216 | Time: 1505.77 ms [2022-04-11 16:02:59 main:574] : INFO : Epoch 1552 | loss: 0.0312133 | val_loss: 0.0312122 | Time: 1557.73 ms [2022-04-11 16:03:00 main:574] : INFO : Epoch 1553 | loss: 0.0312091 | val_loss: 0.0311974 | Time: 1363.39 ms [2022-04-11 16:03:02 main:574] : INFO : Epoch 1554 | loss: 0.0312036 | val_loss: 0.031205 | Time: 1480.9 ms [2022-04-11 16:03:03 main:574] : INFO : Epoch 1555 | loss: 0.0312074 | val_loss: 0.0312037 | Time: 1451.37 ms [2022-04-11 16:03:05 main:574] : INFO : Epoch 1556 | loss: 0.031204 | val_loss: 0.0312015 | Time: 1537.64 ms [2022-04-11 16:03:06 main:574] : INFO : Epoch 1557 | loss: 0.0312023 | val_loss: 0.0311992 | Time: 1362.47 ms [2022-04-11 16:03:07 main:574] : INFO : Epoch 1558 | loss: 0.0311996 | val_loss: 0.0312017 | Time: 1387.63 ms [2022-04-11 16:03:09 main:574] : INFO : Epoch 1559 | loss: 0.0312 | val_loss: 0.0312023 | Time: 1360.17 ms [2022-04-11 16:03:10 main:574] : INFO : Epoch 1560 | loss: 0.031202 | val_loss: 0.0312031 | Time: 1475.05 ms [2022-04-11 16:03:12 main:574] : INFO : Epoch 1561 | loss: 0.0312058 | val_loss: 0.031216 | Time: 1368.2 ms [2022-04-11 16:03:13 main:574] : INFO : Epoch 1562 | loss: 0.031213 | val_loss: 0.0311985 | Time: 1404.54 ms [2022-04-11 16:03:14 main:574] : INFO : Epoch 1563 | loss: 0.0312111 | val_loss: 0.0312014 | Time: 1439.34 ms [2022-04-11 16:03:16 main:574] : INFO : Epoch 1564 | loss: 0.0312008 | val_loss: 0.0311969 | Time: 1484.01 ms [2022-04-11 16:03:17 main:574] : INFO : Epoch 1565 | loss: 0.0312003 | val_loss: 0.0311958 | Time: 1442.01 ms [2022-04-11 16:03:19 main:574] : INFO : Epoch 1566 | loss: 0.0312005 | val_loss: 0.0311965 | Time: 1550.83 ms [2022-04-11 16:03:21 main:574] : INFO : Epoch 1567 | loss: 0.0311978 | val_loss: 0.0311973 | Time: 1594.26 ms [2022-04-11 16:03:22 main:574] : INFO : Epoch 1568 | loss: 0.0311972 | val_loss: 0.0311946 | Time: 1524.5 ms [2022-04-11 16:03:23 main:574] : INFO : Epoch 1569 | loss: 0.0311976 | val_loss: 0.0311951 | Time: 1375.65 ms [2022-04-11 16:03:25 main:574] : INFO : Epoch 1570 | loss: 0.0312009 | val_loss: 0.0312043 | Time: 1377.88 ms [2022-04-11 16:03:26 main:574] : INFO : Epoch 1571 | loss: 0.0312016 | val_loss: 0.0312001 | Time: 1493.25 ms [2022-04-11 16:03:28 main:574] : INFO : Epoch 1572 | loss: 0.0311961 | val_loss: 0.0311948 | Time: 1373.98 ms [2022-04-11 16:03:29 main:574] : INFO : Epoch 1573 | loss: 0.0311967 | val_loss: 0.0312137 | Time: 1510.19 ms [2022-04-11 16:03:31 main:574] : INFO : Epoch 1574 | loss: 0.0312136 | val_loss: 0.031196 | Time: 1431.15 ms [2022-04-11 16:03:32 main:574] : INFO : Epoch 1575 | loss: 0.0311992 | val_loss: 0.031195 | Time: 1535.34 ms [2022-04-11 16:03:34 main:574] : INFO : Epoch 1576 | loss: 0.0311984 | val_loss: 0.0311963 | Time: 1522.32 ms [2022-04-11 16:03:35 main:574] : INFO : Epoch 1577 | loss: 0.0311951 | val_loss: 0.0311948 | Time: 1434.26 ms [2022-04-11 16:03:37 main:574] : INFO : Epoch 1578 | loss: 0.0311953 | val_loss: 0.0311946 | Time: 1446.26 ms [2022-04-11 16:03:38 main:574] : INFO : Epoch 1579 | loss: 0.031208 | val_loss: 0.0311959 | Time: 1362.58 ms [2022-04-11 16:03:39 main:574] : INFO : Epoch 1580 | loss: 0.0311979 | val_loss: 0.0312003 | Time: 1480.08 ms [2022-04-11 16:03:41 main:574] : INFO : Epoch 1581 | loss: 0.031197 | val_loss: 0.0312067 | Time: 1352.86 ms [2022-04-11 16:03:42 main:574] : INFO : Epoch 1582 | loss: 0.0311998 | val_loss: 0.031194 | Time: 1524.24 ms [2022-04-11 16:03:44 main:574] : INFO : Epoch 1583 | loss: 0.0311958 | val_loss: 0.0311952 | Time: 1511.14 ms [2022-04-11 16:03:45 main:574] : INFO : Epoch 1584 | loss: 0.0311954 | val_loss: 0.0312085 | Time: 1370.38 ms [2022-04-11 16:03:47 main:574] : INFO : Epoch 1585 | loss: 0.0311977 | val_loss: 0.0311947 | Time: 1446.03 ms [2022-04-11 16:03:48 main:574] : INFO : Epoch 1586 | loss: 0.0311989 | val_loss: 0.0312018 | Time: 1458.81 ms [2022-04-11 16:03:50 main:574] : INFO : Epoch 1587 | loss: 0.0312006 | val_loss: 0.0311982 | Time: 1427.76 ms [2022-04-11 16:03:51 main:574] : INFO : Epoch 1588 | loss: 0.0312067 | val_loss: 0.0312006 | Time: 1499.54 ms [2022-04-11 16:03:53 main:574] : INFO : Epoch 1589 | loss: 0.0312069 | val_loss: 0.0312084 | Time: 1404.13 ms [2022-04-11 16:03:54 main:574] : INFO : Epoch 1590 | loss: 0.0312062 | val_loss: 0.0312015 | Time: 1366.67 ms [2022-04-11 16:03:56 main:574] : INFO : Epoch 1591 | loss: 0.0312024 | val_loss: 0.031203 | Time: 1522.56 ms [2022-04-11 16:03:57 main:574] : INFO : Epoch 1592 | loss: 0.0312011 | val_loss: 0.0311991 | Time: 1462.51 ms [2022-04-11 16:03:58 main:574] : INFO : Epoch 1593 | loss: 0.0312002 | val_loss: 0.0311983 | Time: 1479.14 ms [2022-04-11 16:04:00 main:574] : INFO : Epoch 1594 | loss: 0.0312003 | val_loss: 0.0312093 | Time: 1565.41 ms [2022-04-11 16:04:02 main:574] : INFO : Epoch 1595 | loss: 0.0311997 | val_loss: 0.0311982 | Time: 1473.54 ms [2022-04-11 16:04:03 main:574] : INFO : Epoch 1596 | loss: 0.0311963 | val_loss: 0.031197 | Time: 1454.5 ms [2022-04-11 16:04:05 main:574] : INFO : Epoch 1597 | loss: 0.0311962 | val_loss: 0.0311946 | Time: 1500.59 ms [2022-04-11 16:04:06 main:574] : INFO : Epoch 1598 | loss: 0.0312001 | val_loss: 0.0312091 | Time: 1454.13 ms [2022-04-11 16:04:07 main:574] : INFO : Epoch 1599 | loss: 0.0312144 | val_loss: 0.0312146 | Time: 1481.04 ms [2022-04-11 16:04:09 main:574] : INFO : Epoch 1600 | loss: 0.031206 | val_loss: 0.0312091 | Time: 1401.95 ms [2022-04-11 16:04:10 main:574] : INFO : Epoch 1601 | loss: 0.0312005 | val_loss: 0.0311972 | Time: 1487.29 ms [2022-04-11 16:04:12 main:574] : INFO : Epoch 1602 | loss: 0.0312016 | val_loss: 0.0312055 | Time: 1480.12 ms [2022-04-11 16:04:13 main:574] : INFO : Epoch 1603 | loss: 0.0312007 | val_loss: 0.0311945 | Time: 1465.41 ms [2022-04-11 16:04:15 main:574] : INFO : Epoch 1604 | loss: 0.0312117 | val_loss: 0.0312075 | Time: 1449.82 ms [2022-04-11 16:04:16 main:574] : INFO : Epoch 1605 | loss: 0.0311988 | val_loss: 0.0311968 | Time: 1515.48 ms [2022-04-11 16:04:18 main:574] : INFO : Epoch 1606 | loss: 0.0311963 | val_loss: 0.0311961 | Time: 1386.77 ms [2022-04-11 16:04:19 main:574] : INFO : Epoch 1607 | loss: 0.031199 | val_loss: 0.031193 | Time: 1424.94 ms [2022-04-11 16:04:21 main:574] : INFO : Epoch 1608 | loss: 0.0311962 | val_loss: 0.0312101 | Time: 1479.01 ms [2022-04-11 16:04:22 main:574] : INFO : Epoch 1609 | loss: 0.0311976 | val_loss: 0.0311934 | Time: 1466.27 ms [2022-04-11 16:04:24 main:574] : INFO : Epoch 1610 | loss: 0.0311951 | val_loss: 0.0311933 | Time: 1515.32 ms [2022-04-11 16:04:25 main:574] : INFO : Epoch 1611 | loss: 0.0311947 | val_loss: 0.0311976 | Time: 1385.54 ms [2022-04-11 16:04:27 main:574] : INFO : Epoch 1612 | loss: 0.0311988 | val_loss: 0.0311941 | Time: 1467.41 ms [2022-04-11 16:04:28 main:574] : INFO : Epoch 1613 | loss: 0.031196 | val_loss: 0.0312043 | Time: 1557.34 ms [2022-04-11 16:04:30 main:574] : INFO : Epoch 1614 | loss: 0.0311998 | val_loss: 0.0311941 | Time: 1481.1 ms [2022-04-11 16:04:31 main:574] : INFO : Epoch 1615 | loss: 0.0312038 | val_loss: 0.0311935 | Time: 1381.84 ms [2022-04-11 16:04:32 main:574] : INFO : Epoch 1616 | loss: 0.0311989 | val_loss: 0.0311996 | Time: 1455.08 ms [2022-04-11 16:04:34 main:574] : INFO : Epoch 1617 | loss: 0.0311984 | val_loss: 0.0311941 | Time: 1482.98 ms [2022-04-11 16:04:35 main:574] : INFO : Epoch 1618 | loss: 0.0312005 | val_loss: 0.0311958 | Time: 1409.33 ms [2022-04-11 16:04:37 main:574] : INFO : Epoch 1619 | loss: 0.0311973 | val_loss: 0.0311942 | Time: 1515.54 ms [2022-04-11 16:04:38 main:574] : INFO : Epoch 1620 | loss: 0.0312061 | val_loss: 0.0312013 | Time: 1462.64 ms [2022-04-11 16:04:40 main:574] : INFO : Epoch 1621 | loss: 0.0312109 | val_loss: 0.0312116 | Time: 1452.9 ms [2022-04-11 16:04:41 main:574] : INFO : Epoch 1622 | loss: 0.0312108 | val_loss: 0.0312093 | Time: 1511.71 ms [2022-04-11 16:04:43 main:574] : INFO : Epoch 1623 | loss: 0.0312076 | val_loss: 0.031205 | Time: 1444.05 ms [2022-04-11 16:04:44 main:574] : INFO : Epoch 1624 | loss: 0.0312024 | val_loss: 0.0311958 | Time: 1408.34 ms [2022-04-11 16:04:46 main:574] : INFO : Epoch 1625 | loss: 0.0311996 | val_loss: 0.0312056 | Time: 1491.66 ms [2022-04-11 16:04:47 main:574] : INFO : Epoch 1626 | loss: 0.0311977 | val_loss: 0.0311972 | Time: 1452.05 ms [2022-04-11 16:04:49 main:574] : INFO : Epoch 1627 | loss: 0.0312015 | val_loss: 0.0311966 | Time: 1361.71 ms [2022-04-11 16:04:50 main:574] : INFO : Epoch 1628 | loss: 0.0312006 | val_loss: 0.0311961 | Time: 1497.17 ms [2022-04-11 16:04:52 main:574] : INFO : Epoch 1629 | loss: 0.0312001 | val_loss: 0.0311988 | Time: 1479 ms [2022-04-11 16:04:53 main:574] : INFO : Epoch 1630 | loss: 0.0311965 | val_loss: 0.0312014 | Time: 1498.07 ms [2022-04-11 16:04:55 main:574] : INFO : Epoch 1631 | loss: 0.0311943 | val_loss: 0.0311917 | Time: 1498.69 ms [2022-04-11 16:04:56 main:574] : INFO : Epoch 1632 | loss: 0.0311935 | val_loss: 0.0311924 | Time: 1484.49 ms [2022-04-11 16:04:58 main:574] : INFO : Epoch 1633 | loss: 0.0311942 | val_loss: 0.0312016 | Time: 1370.29 ms [2022-04-11 16:04:59 main:574] : INFO : Epoch 1634 | loss: 0.0311964 | val_loss: 0.0311924 | Time: 1398.57 ms [2022-04-11 16:05:01 main:574] : INFO : Epoch 1635 | loss: 0.031193 | val_loss: 0.031192 | Time: 1570.48 ms [2022-04-11 16:05:02 main:574] : INFO : Epoch 1636 | loss: 0.0311945 | val_loss: 0.0311914 | Time: 1468.31 ms [2022-04-11 16:05:04 main:574] : INFO : Epoch 1637 | loss: 0.031197 | val_loss: 0.0311916 | Time: 1482.92 ms [2022-04-11 16:05:05 main:574] : INFO : Epoch 1638 | loss: 0.0312015 | val_loss: 0.0311981 | Time: 1500.04 ms [2022-04-11 16:05:07 main:574] : INFO : Epoch 1639 | loss: 0.031201 | val_loss: 0.0312001 | Time: 1425.52 ms [2022-04-11 16:05:08 main:574] : INFO : Epoch 1640 | loss: 0.0311965 | val_loss: 0.0311997 | Time: 1346.13 ms [2022-04-11 16:05:09 main:574] : INFO : Epoch 1641 | loss: 0.0312033 | val_loss: 0.0311998 | Time: 1461.58 ms [2022-04-11 16:05:11 main:574] : INFO : Epoch 1642 | loss: 0.0311948 | val_loss: 0.031193 | Time: 1501.42 ms [2022-04-11 16:05:12 main:574] : INFO : Epoch 1643 | loss: 0.0312007 | val_loss: 0.0311957 | Time: 1504.44 ms [2022-04-11 16:05:14 main:574] : INFO : Epoch 1644 | loss: 0.0311951 | val_loss: 0.0311922 | Time: 1501.02 ms [2022-04-11 16:05:16 main:574] : INFO : Epoch 1645 | loss: 0.0311957 | val_loss: 0.0311976 | Time: 1518.06 ms [2022-04-11 16:05:17 main:574] : INFO : Epoch 1646 | loss: 0.0311998 | val_loss: 0.0312158 | Time: 1494.98 ms [2022-04-11 16:05:18 main:574] : INFO : Epoch 1647 | loss: 0.0312056 | val_loss: 0.0312023 | Time: 1389.02 ms [2022-04-11 16:05:20 main:574] : INFO : Epoch 1648 | loss: 0.0312016 | val_loss: 0.0311959 | Time: 1380.07 ms [2022-04-11 16:05:21 main:574] : INFO : Epoch 1649 | loss: 0.0311994 | val_loss: 0.0311959 | Time: 1446.42 ms [2022-04-11 16:05:23 main:574] : INFO : Epoch 1650 | loss: 0.0312006 | val_loss: 0.0311973 | Time: 1368.47 ms [2022-04-11 16:05:24 main:574] : INFO : Epoch 1651 | loss: 0.0311977 | val_loss: 0.0311972 | Time: 1364.79 ms [2022-04-11 16:05:26 main:574] : INFO : Epoch 1652 | loss: 0.0311973 | val_loss: 0.0311954 | Time: 1528.85 ms [2022-04-11 16:05:27 main:574] : INFO : Epoch 1653 | loss: 0.0311955 | val_loss: 0.0311946 | Time: 1441.29 ms [2022-04-11 16:05:29 main:574] : INFO : Epoch 1654 | loss: 0.0311969 | val_loss: 0.0312097 | Time: 1401.46 ms [2022-04-11 16:05:30 main:574] : INFO : Epoch 1655 | loss: 0.0311995 | val_loss: 0.0311972 | Time: 1467.96 ms [2022-04-11 16:05:31 main:574] : INFO : Epoch 1656 | loss: 0.0311982 | val_loss: 0.0311952 | Time: 1382.77 ms [2022-04-11 16:05:33 main:574] : INFO : Epoch 1657 | loss: 0.0311957 | val_loss: 0.0311961 | Time: 1528.78 ms [2022-04-11 16:05:34 main:574] : INFO : Epoch 1658 | loss: 0.0311967 | val_loss: 0.031196 | Time: 1493.1 ms [2022-04-11 16:05:36 main:574] : INFO : Epoch 1659 | loss: 0.0311955 | val_loss: 0.0311956 | Time: 1473.4 ms [2022-04-11 16:05:37 main:574] : INFO : Epoch 1660 | loss: 0.0311957 | val_loss: 0.0312001 | Time: 1449.84 ms [2022-04-11 16:05:39 main:574] : INFO : Epoch 1661 | loss: 0.031197 | val_loss: 0.0311938 | Time: 1422.4 ms [2022-04-11 16:05:40 main:574] : INFO : Epoch 1662 | loss: 0.0311946 | val_loss: 0.0311941 | Time: 1379.71 ms [2022-04-11 16:05:42 main:574] : INFO : Epoch 1663 | loss: 0.031193 | val_loss: 0.0311929 | Time: 1513.94 ms [2022-04-11 16:05:43 main:574] : INFO : Epoch 1664 | loss: 0.0311943 | val_loss: 0.0311916 | Time: 1566.25 ms [2022-04-11 16:05:45 main:574] : INFO : Epoch 1665 | loss: 0.0311979 | val_loss: 0.0311951 | Time: 1440.08 ms [2022-04-11 16:05:46 main:574] : INFO : Epoch 1666 | loss: 0.0311998 | val_loss: 0.0311952 | Time: 1529.42 ms [2022-04-11 16:05:48 main:574] : INFO : Epoch 1667 | loss: 0.0311942 | val_loss: 0.0311929 | Time: 1472.67 ms [2022-04-11 16:05:49 main:574] : INFO : Epoch 1668 | loss: 0.0311959 | val_loss: 0.0311912 | Time: 1490.46 ms [2022-04-11 16:05:51 main:574] : INFO : Epoch 1669 | loss: 0.0311921 | val_loss: 0.0311924 | Time: 1449.22 ms [2022-04-11 16:05:52 main:574] : INFO : Epoch 1670 | loss: 0.0311929 | val_loss: 0.0311917 | Time: 1501.74 ms [2022-04-11 16:05:54 main:574] : INFO : Epoch 1671 | loss: 0.0311931 | val_loss: 0.0311915 | Time: 1520.01 ms [2022-04-11 16:05:55 main:574] : INFO : Epoch 1672 | loss: 0.0311926 | val_loss: 0.0311915 | Time: 1545.98 ms [2022-04-11 16:05:57 main:574] : INFO : Epoch 1673 | loss: 0.0311922 | val_loss: 0.031199 | Time: 1469.91 ms [2022-04-11 16:05:58 main:574] : INFO : Epoch 1674 | loss: 0.0311944 | val_loss: 0.0311941 | Time: 1412.69 ms [2022-04-11 16:06:00 main:574] : INFO : Epoch 1675 | loss: 0.031192 | val_loss: 0.0311913 | Time: 1478.97 ms [2022-04-11 16:06:01 main:574] : INFO : Epoch 1676 | loss: 0.0311913 | val_loss: 0.0311943 | Time: 1364.23 ms [2022-04-11 16:06:03 main:574] : INFO : Epoch 1677 | loss: 0.0311923 | val_loss: 0.0311955 | Time: 1368.34 ms [2022-04-11 16:06:04 main:574] : INFO : Epoch 1678 | loss: 0.0311968 | val_loss: 0.0311913 | Time: 1422.41 ms [2022-04-11 16:06:06 main:574] : INFO : Epoch 1679 | loss: 0.0311923 | val_loss: 0.0311914 | Time: 1405.45 ms [2022-04-11 16:06:07 main:574] : INFO : Epoch 1680 | loss: 0.0311949 | val_loss: 0.0311975 | Time: 1464.93 ms [2022-04-11 16:06:09 main:574] : INFO : Epoch 1681 | loss: 0.0312005 | val_loss: 0.0312013 | Time: 1489.71 ms [2022-04-11 16:06:10 main:574] : INFO : Epoch 1682 | loss: 0.0312 | val_loss: 0.0311951 | Time: 1497.29 ms [2022-04-11 16:06:12 main:574] : INFO : Epoch 1683 | loss: 0.0311964 | val_loss: 0.0312022 | Time: 1496.17 ms [2022-04-11 16:06:13 main:574] : INFO : Epoch 1684 | loss: 0.0311974 | val_loss: 0.031192 | Time: 1512.6 ms [2022-04-11 16:06:15 main:574] : INFO : Epoch 1685 | loss: 0.0311939 | val_loss: 0.0311926 | Time: 1515.9 ms [2022-04-11 16:06:16 main:574] : INFO : Epoch 1686 | loss: 0.0311939 | val_loss: 0.0311918 | Time: 1454.92 ms [2022-04-11 16:06:18 main:574] : INFO : Epoch 1687 | loss: 0.0311927 | val_loss: 0.0311968 | Time: 1525.4 ms [2022-04-11 16:06:19 main:574] : INFO : Epoch 1688 | loss: 0.0311924 | val_loss: 0.0311909 | Time: 1491.99 ms [2022-04-11 16:06:21 main:574] : INFO : Epoch 1689 | loss: 0.0311932 | val_loss: 0.0311906 | Time: 1406.28 ms [2022-04-11 16:06:22 main:574] : INFO : Epoch 1690 | loss: 0.0311905 | val_loss: 0.0311919 | Time: 1502.7 ms [2022-04-11 16:06:24 main:574] : INFO : Epoch 1691 | loss: 0.0311939 | val_loss: 0.0311954 | Time: 1535.04 ms [2022-04-11 16:06:25 main:574] : INFO : Epoch 1692 | loss: 0.0311931 | val_loss: 0.0311918 | Time: 1380.71 ms [2022-04-11 16:06:27 main:574] : INFO : Epoch 1693 | loss: 0.031191 | val_loss: 0.031191 | Time: 1499.36 ms [2022-04-11 16:06:28 main:574] : INFO : Epoch 1694 | loss: 0.031194 | val_loss: 0.0311944 | Time: 1350.15 ms [2022-04-11 16:06:30 main:574] : INFO : Epoch 1695 | loss: 0.0312 | val_loss: 0.0311997 | Time: 1530.29 ms [2022-04-11 16:06:31 main:574] : INFO : Epoch 1696 | loss: 0.0311934 | val_loss: 0.0311945 | Time: 1484.25 ms [2022-04-11 16:06:32 main:574] : INFO : Epoch 1697 | loss: 0.0311909 | val_loss: 0.0311894 | Time: 1383.27 ms [2022-04-11 16:06:34 main:574] : INFO : Epoch 1698 | loss: 0.0311923 | val_loss: 0.031192 | Time: 1353.2 ms [2022-04-11 16:06:35 main:574] : INFO : Epoch 1699 | loss: 0.0312008 | val_loss: 0.031209 | Time: 1365.98 ms [2022-04-11 16:06:37 main:574] : INFO : Epoch 1700 | loss: 0.0311956 | val_loss: 0.0311899 | Time: 1520.04 ms [2022-04-11 16:06:38 main:574] : INFO : Epoch 1701 | loss: 0.0311889 | val_loss: 0.0311909 | Time: 1367.71 ms [2022-04-11 16:06:40 main:574] : INFO : Epoch 1702 | loss: 0.0311922 | val_loss: 0.0311906 | Time: 1489.42 ms [2022-04-11 16:06:41 main:574] : INFO : Epoch 1703 | loss: 0.0311917 | val_loss: 0.0311929 | Time: 1498.01 ms [2022-04-11 16:06:43 main:574] : INFO : Epoch 1704 | loss: 0.031191 | val_loss: 0.0311901 | Time: 1442.1 ms [2022-04-11 16:06:44 main:574] : INFO : Epoch 1705 | loss: 0.0311951 | val_loss: 0.0311943 | Time: 1528 ms [2022-04-11 16:06:46 main:574] : INFO : Epoch 1706 | loss: 0.0311923 | val_loss: 0.0311954 | Time: 1532.22 ms [2022-04-11 16:06:47 main:574] : INFO : Epoch 1707 | loss: 0.031195 | val_loss: 0.0311949 | Time: 1402.81 ms [2022-04-11 16:06:48 main:574] : INFO : Epoch 1708 | loss: 0.0311945 | val_loss: 0.0311912 | Time: 1347.1 ms [2022-04-11 16:06:50 main:574] : INFO : Epoch 1709 | loss: 0.0311902 | val_loss: 0.031195 | Time: 1496.38 ms [2022-04-11 16:06:51 main:574] : INFO : Epoch 1710 | loss: 0.0311902 | val_loss: 0.0311965 | Time: 1409.93 ms [2022-04-11 16:06:53 main:574] : INFO : Epoch 1711 | loss: 0.0311935 | val_loss: 0.0311913 | Time: 1523.75 ms [2022-04-11 16:06:54 main:574] : INFO : Epoch 1712 | loss: 0.0311886 | val_loss: 0.031192 | Time: 1465.83 ms [2022-04-11 16:06:56 main:574] : INFO : Epoch 1713 | loss: 0.0311907 | val_loss: 0.0312004 | Time: 1447.5 ms [2022-04-11 16:06:57 main:574] : INFO : Epoch 1714 | loss: 0.0311954 | val_loss: 0.0311919 | Time: 1386.21 ms [2022-04-11 16:06:59 main:574] : INFO : Epoch 1715 | loss: 0.0311915 | val_loss: 0.0311921 | Time: 1465.44 ms [2022-04-11 16:07:00 main:574] : INFO : Epoch 1716 | loss: 0.0311941 | val_loss: 0.0311948 | Time: 1497.12 ms [2022-04-11 16:07:02 main:574] : INFO : Epoch 1717 | loss: 0.0311928 | val_loss: 0.0311963 | Time: 1352.42 ms [2022-04-11 16:07:03 main:574] : INFO : Epoch 1718 | loss: 0.0311916 | val_loss: 0.0311924 | Time: 1456.79 ms [2022-04-11 16:07:05 main:574] : INFO : Epoch 1719 | loss: 0.0311922 | val_loss: 0.0312001 | Time: 1485.01 ms [2022-04-11 16:07:06 main:574] : INFO : Epoch 1720 | loss: 0.0311943 | val_loss: 0.0311936 | Time: 1403.24 ms [2022-04-11 16:07:07 main:574] : INFO : Epoch 1721 | loss: 0.0311944 | val_loss: 0.0312217 | Time: 1531.65 ms [2022-04-11 16:07:09 main:574] : INFO : Epoch 1722 | loss: 0.0311973 | val_loss: 0.0311999 | Time: 1401.52 ms [2022-04-11 16:07:10 main:574] : INFO : Epoch 1723 | loss: 0.0311889 | val_loss: 0.0311969 | Time: 1484.3 ms [2022-04-11 16:07:12 main:574] : INFO : Epoch 1724 | loss: 0.0311887 | val_loss: 0.0311958 | Time: 1465.4 ms [2022-04-11 16:07:13 main:574] : INFO : Epoch 1725 | loss: 0.0311923 | val_loss: 0.0311931 | Time: 1419.07 ms [2022-04-11 16:07:15 main:574] : INFO : Epoch 1726 | loss: 0.0311965 | val_loss: 0.0311971 | Time: 1446.14 ms [2022-04-11 16:07:16 main:574] : INFO : Epoch 1727 | loss: 0.0311918 | val_loss: 0.031191 | Time: 1471.86 ms [2022-04-11 16:07:18 main:574] : INFO : Epoch 1728 | loss: 0.0311921 | val_loss: 0.0311901 | Time: 1432.68 ms [2022-04-11 16:07:19 main:574] : INFO : Epoch 1729 | loss: 0.0311951 | val_loss: 0.0311917 | Time: 1509.28 ms [2022-04-11 16:07:21 main:574] : INFO : Epoch 1730 | loss: 0.0311946 | val_loss: 0.0311948 | Time: 1501.85 ms [2022-04-11 16:07:22 main:574] : INFO : Epoch 1731 | loss: 0.0311932 | val_loss: 0.0311922 | Time: 1574.56 ms [2022-04-11 16:07:24 main:574] : INFO : Epoch 1732 | loss: 0.0311921 | val_loss: 0.0311934 | Time: 1436.49 ms [2022-04-11 16:07:25 main:574] : INFO : Epoch 1733 | loss: 0.0311928 | val_loss: 0.0311969 | Time: 1494.42 ms [2022-04-11 16:07:27 main:574] : INFO : Epoch 1734 | loss: 0.0311947 | val_loss: 0.0311965 | Time: 1589.58 ms [2022-04-11 16:07:28 main:574] : INFO : Epoch 1735 | loss: 0.0311923 | val_loss: 0.0311962 | Time: 1400.86 ms [2022-04-11 16:07:30 main:574] : INFO : Epoch 1736 | loss: 0.031193 | val_loss: 0.0311911 | Time: 1342.54 ms [2022-04-11 16:07:31 main:574] : INFO : Epoch 1737 | loss: 0.0311906 | val_loss: 0.0311903 | Time: 1376.61 ms [2022-04-11 16:07:33 main:574] : INFO : Epoch 1738 | loss: 0.0311918 | val_loss: 0.0311945 | Time: 1534.44 ms [2022-04-11 16:07:34 main:574] : INFO : Epoch 1739 | loss: 0.0311923 | val_loss: 0.0311914 | Time: 1501.19 ms [2022-04-11 16:07:36 main:574] : INFO : Epoch 1740 | loss: 0.0311907 | val_loss: 0.0311933 | Time: 1499.59 ms [2022-04-11 16:07:37 main:574] : INFO : Epoch 1741 | loss: 0.0311923 | val_loss: 0.0312073 | Time: 1435.01 ms [2022-04-11 16:07:39 main:574] : INFO : Epoch 1742 | loss: 0.0311997 | val_loss: 0.0312004 | Time: 1476.75 ms [2022-04-11 16:07:40 main:574] : INFO : Epoch 1743 | loss: 0.0311916 | val_loss: 0.031192 | Time: 1358.06 ms [2022-04-11 16:07:41 main:574] : INFO : Epoch 1744 | loss: 0.0311922 | val_loss: 0.0311916 | Time: 1339.57 ms [2022-04-11 16:07:43 main:574] : INFO : Epoch 1745 | loss: 0.0311926 | val_loss: 0.0311905 | Time: 1568 ms [2022-04-11 16:07:44 main:574] : INFO : Epoch 1746 | loss: 0.0311944 | val_loss: 0.0311973 | Time: 1424.21 ms [2022-04-11 16:07:46 main:574] : INFO : Epoch 1747 | loss: 0.0311961 | val_loss: 0.0311922 | Time: 1524.48 ms [2022-04-11 16:07:48 main:574] : INFO : Epoch 1748 | loss: 0.0311931 | val_loss: 0.0312065 | Time: 1545.19 ms [2022-04-11 16:07:49 main:574] : INFO : Epoch 1749 | loss: 0.0311945 | val_loss: 0.0311917 | Time: 1483.2 ms [2022-04-11 16:07:50 main:574] : INFO : Epoch 1750 | loss: 0.031193 | val_loss: 0.0311908 | Time: 1421.91 ms [2022-04-11 16:07:52 main:574] : INFO : Epoch 1751 | loss: 0.0311912 | val_loss: 0.0311906 | Time: 1519.87 ms [2022-04-11 16:07:53 main:574] : INFO : Epoch 1752 | loss: 0.0311918 | val_loss: 0.0311934 | Time: 1457.49 ms [2022-04-11 16:07:55 main:574] : INFO : Epoch 1753 | loss: 0.0311903 | val_loss: 0.0311912 | Time: 1498.78 ms [2022-04-11 16:07:56 main:574] : INFO : Epoch 1754 | loss: 0.031197 | val_loss: 0.0311895 | Time: 1342.98 ms [2022-04-11 16:07:58 main:574] : INFO : Epoch 1755 | loss: 0.0311912 | val_loss: 0.0311911 | Time: 1473.5 ms [2022-04-11 16:07:59 main:574] : INFO : Epoch 1756 | loss: 0.0311894 | val_loss: 0.0311894 | Time: 1508.66 ms [2022-04-11 16:08:01 main:574] : INFO : Epoch 1757 | loss: 0.0311899 | val_loss: 0.0311916 | Time: 1399.82 ms [2022-04-11 16:08:02 main:574] : INFO : Epoch 1758 | loss: 0.0311907 | val_loss: 0.0311907 | Time: 1431.72 ms [2022-04-11 16:08:04 main:574] : INFO : Epoch 1759 | loss: 0.0311952 | val_loss: 0.0311918 | Time: 1509.32 ms [2022-04-11 16:08:05 main:574] : INFO : Epoch 1760 | loss: 0.0311895 | val_loss: 0.0312043 | Time: 1388.79 ms [2022-04-11 16:08:06 main:574] : INFO : Epoch 1761 | loss: 0.031192 | val_loss: 0.0311934 | Time: 1468.62 ms [2022-04-11 16:08:08 main:574] : INFO : Epoch 1762 | loss: 0.0311891 | val_loss: 0.0311908 | Time: 1521.45 ms [2022-04-11 16:08:09 main:574] : INFO : Epoch 1763 | loss: 0.0311889 | val_loss: 0.0311986 | Time: 1391.82 ms [2022-04-11 16:08:11 main:574] : INFO : Epoch 1764 | loss: 0.0311901 | val_loss: 0.0311918 | Time: 1449.46 ms [2022-04-11 16:08:12 main:574] : INFO : Epoch 1765 | loss: 0.0311872 | val_loss: 0.0311914 | Time: 1466.16 ms [2022-04-11 16:08:14 main:574] : INFO : Epoch 1766 | loss: 0.0311929 | val_loss: 0.0312024 | Time: 1480.12 ms [2022-04-11 16:08:15 main:574] : INFO : Epoch 1767 | loss: 0.0311988 | val_loss: 0.0311934 | Time: 1504.33 ms [2022-04-11 16:08:17 main:574] : INFO : Epoch 1768 | loss: 0.0311912 | val_loss: 0.0311995 | Time: 1509.58 ms [2022-04-11 16:08:18 main:574] : INFO : Epoch 1769 | loss: 0.0311883 | val_loss: 0.0311932 | Time: 1473.84 ms [2022-04-11 16:08:20 main:574] : INFO : Epoch 1770 | loss: 0.0311875 | val_loss: 0.0311915 | Time: 1503.19 ms [2022-04-11 16:08:21 main:574] : INFO : Epoch 1771 | loss: 0.031188 | val_loss: 0.0311899 | Time: 1575.78 ms [2022-04-11 16:08:23 main:574] : INFO : Epoch 1772 | loss: 0.0311867 | val_loss: 0.0311904 | Time: 1471.35 ms [2022-04-11 16:08:24 main:574] : INFO : Epoch 1773 | loss: 0.0311869 | val_loss: 0.0311917 | Time: 1524.97 ms [2022-04-11 16:08:26 main:574] : INFO : Epoch 1774 | loss: 0.0311908 | val_loss: 0.0311929 | Time: 1375.2 ms [2022-04-11 16:08:27 main:574] : INFO : Epoch 1775 | loss: 0.0311923 | val_loss: 0.0311921 | Time: 1479.9 ms [2022-04-11 16:08:29 main:574] : INFO : Epoch 1776 | loss: 0.0311882 | val_loss: 0.0311947 | Time: 1383.08 ms [2022-04-11 16:08:30 main:574] : INFO : Epoch 1777 | loss: 0.0311895 | val_loss: 0.0311947 | Time: 1510.42 ms [2022-04-11 16:08:32 main:574] : INFO : Epoch 1778 | loss: 0.0312024 | val_loss: 0.0312064 | Time: 1437.74 ms [2022-04-11 16:08:33 main:574] : INFO : Epoch 1779 | loss: 0.0312002 | val_loss: 0.0312058 | Time: 1486.02 ms [2022-04-11 16:08:35 main:574] : INFO : Epoch 1780 | loss: 0.031195 | val_loss: 0.0311921 | Time: 1416.21 ms [2022-04-11 16:08:36 main:574] : INFO : Epoch 1781 | loss: 0.0311903 | val_loss: 0.0311908 | Time: 1490.27 ms [2022-04-11 16:08:38 main:574] : INFO : Epoch 1782 | loss: 0.0311918 | val_loss: 0.0311905 | Time: 1349.95 ms [2022-04-11 16:08:39 main:574] : INFO : Epoch 1783 | loss: 0.0311907 | val_loss: 0.0311947 | Time: 1505.92 ms [2022-04-11 16:08:41 main:574] : INFO : Epoch 1784 | loss: 0.0311983 | val_loss: 0.0312204 | Time: 1507.12 ms [2022-04-11 16:08:42 main:574] : INFO : Epoch 1785 | loss: 0.0311997 | val_loss: 0.0311985 | Time: 1498.04 ms [2022-04-11 16:08:44 main:574] : INFO : Epoch 1786 | loss: 0.0311902 | val_loss: 0.0311952 | Time: 1469.74 ms [2022-04-11 16:08:45 main:574] : INFO : Epoch 1787 | loss: 0.0311891 | val_loss: 0.0312001 | Time: 1352.19 ms [2022-04-11 16:08:46 main:574] : INFO : Epoch 1788 | loss: 0.0311891 | val_loss: 0.031192 | Time: 1493.09 ms [2022-04-11 16:08:48 main:574] : INFO : Epoch 1789 | loss: 0.0311925 | val_loss: 0.0311956 | Time: 1488.49 ms [2022-04-11 16:08:49 main:574] : INFO : Epoch 1790 | loss: 0.0311892 | val_loss: 0.0311913 | Time: 1488.85 ms [2022-04-11 16:08:51 main:574] : INFO : Epoch 1791 | loss: 0.031186 | val_loss: 0.0311923 | Time: 1545.04 ms [2022-04-11 16:08:52 main:574] : INFO : Epoch 1792 | loss: 0.0311861 | val_loss: 0.0311927 | Time: 1437.5 ms [2022-04-11 16:08:54 main:574] : INFO : Epoch 1793 | loss: 0.0311894 | val_loss: 0.0311948 | Time: 1495.82 ms [2022-04-11 16:08:55 main:574] : INFO : Epoch 1794 | loss: 0.0311976 | val_loss: 0.031195 | Time: 1494.52 ms [2022-04-11 16:08:57 main:574] : INFO : Epoch 1795 | loss: 0.0311883 | val_loss: 0.0311894 | Time: 1455.57 ms [2022-04-11 16:08:58 main:574] : INFO : Epoch 1796 | loss: 0.0311876 | val_loss: 0.03119 | Time: 1416.79 ms [2022-04-11 16:09:00 main:574] : INFO : Epoch 1797 | loss: 0.0311888 | val_loss: 0.0311892 | Time: 1487.04 ms [2022-04-11 16:09:01 main:574] : INFO : Epoch 1798 | loss: 0.0311893 | val_loss: 0.0312 | Time: 1497.17 ms [2022-04-11 16:09:03 main:574] : INFO : Epoch 1799 | loss: 0.031194 | val_loss: 0.0311943 | Time: 1461.6 ms [2022-04-11 16:09:04 main:574] : INFO : Epoch 1800 | loss: 0.031191 | val_loss: 0.0311919 | Time: 1464.26 ms [2022-04-11 16:09:06 main:574] : INFO : Epoch 1801 | loss: 0.0311949 | val_loss: 0.0312068 | Time: 1554.6 ms [2022-04-11 16:09:07 main:574] : INFO : Epoch 1802 | loss: 0.0311894 | val_loss: 0.03119 | Time: 1484.88 ms [2022-04-11 16:09:09 main:574] : INFO : Epoch 1803 | loss: 0.0311874 | val_loss: 0.0311921 | Time: 1539.56 ms [2022-04-11 16:09:10 main:574] : INFO : Epoch 1804 | loss: 0.031187 | val_loss: 0.031192 | Time: 1483.67 ms [2022-04-11 16:09:12 main:574] : INFO : Epoch 1805 | loss: 0.0311857 | val_loss: 0.031191 | Time: 1352.99 ms [2022-04-11 16:09:13 main:574] : INFO : Epoch 1806 | loss: 0.0311856 | val_loss: 0.0311921 | Time: 1493.45 ms [2022-04-11 16:09:15 main:574] : INFO : Epoch 1807 | loss: 0.031185 | val_loss: 0.0311912 | Time: 1514.87 ms [2022-04-11 16:09:16 main:574] : INFO : Epoch 1808 | loss: 0.0311851 | val_loss: 0.0311948 | Time: 1471.21 ms [2022-04-11 16:09:18 main:574] : INFO : Epoch 1809 | loss: 0.0311918 | val_loss: 0.0311998 | Time: 1502.33 ms [2022-04-11 16:09:19 main:574] : INFO : Epoch 1810 | loss: 0.0311911 | val_loss: 0.0311947 | Time: 1518.99 ms [2022-04-11 16:09:21 main:574] : INFO : Epoch 1811 | loss: 0.0311942 | val_loss: 0.0311986 | Time: 1495.76 ms [2022-04-11 16:09:22 main:574] : INFO : Epoch 1812 | loss: 0.0311938 | val_loss: 0.0311932 | Time: 1497.03 ms [2022-04-11 16:09:24 main:574] : INFO : Epoch 1813 | loss: 0.0311881 | val_loss: 0.0311942 | Time: 1356.55 ms [2022-04-11 16:09:25 main:574] : INFO : Epoch 1814 | loss: 0.0311884 | val_loss: 0.0311993 | Time: 1532.24 ms [2022-04-11 16:09:27 main:574] : INFO : Epoch 1815 | loss: 0.0311896 | val_loss: 0.0311955 | Time: 1526.73 ms [2022-04-11 16:09:28 main:574] : INFO : Epoch 1816 | loss: 0.0311968 | val_loss: 0.0311978 | Time: 1480.96 ms [2022-04-11 16:09:30 main:574] : INFO : Epoch 1817 | loss: 0.0311988 | val_loss: 0.0311914 | Time: 1435.92 ms [2022-04-11 16:09:31 main:574] : INFO : Epoch 1818 | loss: 0.0311876 | val_loss: 0.0311962 | Time: 1350.27 ms [2022-04-11 16:09:33 main:574] : INFO : Epoch 1819 | loss: 0.0311855 | val_loss: 0.0311902 | Time: 1500.7 ms [2022-04-11 16:09:34 main:574] : INFO : Epoch 1820 | loss: 0.0311877 | val_loss: 0.0312004 | Time: 1471.01 ms [2022-04-11 16:09:35 main:574] : INFO : Epoch 1821 | loss: 0.0311906 | val_loss: 0.031194 | Time: 1404.6 ms [2022-04-11 16:09:37 main:574] : INFO : Epoch 1822 | loss: 0.0311951 | val_loss: 0.0312061 | Time: 1384.2 ms [2022-04-11 16:09:38 main:574] : INFO : Epoch 1823 | loss: 0.0311888 | val_loss: 0.0311953 | Time: 1461.6 ms [2022-04-11 16:09:40 main:574] : INFO : Epoch 1824 | loss: 0.0311864 | val_loss: 0.0311933 | Time: 1495.51 ms [2022-04-11 16:09:41 main:574] : INFO : Epoch 1825 | loss: 0.0311857 | val_loss: 0.0311964 | Time: 1437.15 ms [2022-04-11 16:09:43 main:574] : INFO : Epoch 1826 | loss: 0.0311885 | val_loss: 0.0311897 | Time: 1379.48 ms [2022-04-11 16:09:44 main:574] : INFO : Epoch 1827 | loss: 0.0311854 | val_loss: 0.0311934 | Time: 1398.92 ms [2022-04-11 16:09:46 main:574] : INFO : Epoch 1828 | loss: 0.0311851 | val_loss: 0.0311934 | Time: 1501.13 ms [2022-04-11 16:09:47 main:574] : INFO : Epoch 1829 | loss: 0.0311852 | val_loss: 0.0311916 | Time: 1511.28 ms [2022-04-11 16:09:48 main:574] : INFO : Epoch 1830 | loss: 0.0311857 | val_loss: 0.0311908 | Time: 1360.05 ms [2022-04-11 16:09:50 main:574] : INFO : Epoch 1831 | loss: 0.0311862 | val_loss: 0.0311989 | Time: 1410.86 ms [2022-04-11 16:09:51 main:574] : INFO : Epoch 1832 | loss: 0.031196 | val_loss: 0.0311949 | Time: 1522.21 ms [2022-04-11 16:09:53 main:574] : INFO : Epoch 1833 | loss: 0.0311909 | val_loss: 0.0311906 | Time: 1508.37 ms [2022-04-11 16:09:54 main:574] : INFO : Epoch 1834 | loss: 0.0311865 | val_loss: 0.0311892 | Time: 1490.06 ms [2022-04-11 16:09:56 main:574] : INFO : Epoch 1835 | loss: 0.0311858 | val_loss: 0.0312048 | Time: 1430.5 ms [2022-04-11 16:09:57 main:574] : INFO : Epoch 1836 | loss: 0.0311881 | val_loss: 0.0311892 | Time: 1454.44 ms [2022-04-11 16:09:59 main:574] : INFO : Epoch 1837 | loss: 0.031188 | val_loss: 0.0311899 | Time: 1358.58 ms [2022-04-11 16:10:00 main:574] : INFO : Epoch 1838 | loss: 0.0311844 | val_loss: 0.0311887 | Time: 1472.36 ms [2022-04-11 16:10:02 main:574] : INFO : Epoch 1839 | loss: 0.0311859 | val_loss: 0.0311941 | Time: 1417.35 ms [2022-04-11 16:10:03 main:574] : INFO : Epoch 1840 | loss: 0.0311869 | val_loss: 0.031189 | Time: 1484.54 ms [2022-04-11 16:10:05 main:574] : INFO : Epoch 1841 | loss: 0.0311894 | val_loss: 0.0312077 | Time: 1455.85 ms [2022-04-11 16:10:06 main:574] : INFO : Epoch 1842 | loss: 0.0311953 | val_loss: 0.0311902 | Time: 1392.98 ms [2022-04-11 16:10:07 main:574] : INFO : Epoch 1843 | loss: 0.0311883 | val_loss: 0.0311922 | Time: 1397.93 ms [2022-04-11 16:10:09 main:574] : INFO : Epoch 1844 | loss: 0.03119 | val_loss: 0.0311913 | Time: 1524.86 ms [2022-04-11 16:10:10 main:574] : INFO : Epoch 1845 | loss: 0.0311864 | val_loss: 0.0311959 | Time: 1471.51 ms [2022-04-11 16:10:12 main:574] : INFO : Epoch 1846 | loss: 0.0311879 | val_loss: 0.0311906 | Time: 1352.47 ms [2022-04-11 16:10:13 main:574] : INFO : Epoch 1847 | loss: 0.0311873 | val_loss: 0.0311898 | Time: 1478.33 ms [2022-04-11 16:10:15 main:574] : INFO : Epoch 1848 | loss: 0.0311924 | val_loss: 0.0311907 | Time: 1490.11 ms [2022-04-11 16:10:16 main:574] : INFO : Epoch 1849 | loss: 0.0311886 | val_loss: 0.0311888 | Time: 1472.05 ms [2022-04-11 16:10:18 main:574] : INFO : Epoch 1850 | loss: 0.0311848 | val_loss: 0.0311908 | Time: 1486.12 ms [2022-04-11 16:10:19 main:574] : INFO : Epoch 1851 | loss: 0.031186 | val_loss: 0.0311967 | Time: 1477.54 ms [2022-04-11 16:10:21 main:574] : INFO : Epoch 1852 | loss: 0.0311873 | val_loss: 0.0311935 | Time: 1511.99 ms [2022-04-11 16:10:22 main:574] : INFO : Epoch 1853 | loss: 0.0311866 | val_loss: 0.0311907 | Time: 1353.18 ms [2022-04-11 16:10:24 main:574] : INFO : Epoch 1854 | loss: 0.0311881 | val_loss: 0.0311934 | Time: 1386.95 ms [2022-04-11 16:10:25 main:574] : INFO : Epoch 1855 | loss: 0.0311887 | val_loss: 0.0311955 | Time: 1467.44 ms [2022-04-11 16:10:26 main:574] : INFO : Epoch 1856 | loss: 0.0311878 | val_loss: 0.0311893 | Time: 1353.33 ms [2022-04-11 16:10:28 main:574] : INFO : Epoch 1857 | loss: 0.031185 | val_loss: 0.0311898 | Time: 1413.68 ms [2022-04-11 16:10:29 main:574] : INFO : Epoch 1858 | loss: 0.0311846 | val_loss: 0.031192 | Time: 1410.68 ms [2022-04-11 16:10:31 main:574] : INFO : Epoch 1859 | loss: 0.0311847 | val_loss: 0.0311899 | Time: 1377.31 ms [2022-04-11 16:10:32 main:574] : INFO : Epoch 1860 | loss: 0.031185 | val_loss: 0.0311973 | Time: 1522.6 ms [2022-04-11 16:10:34 main:574] : INFO : Epoch 1861 | loss: 0.0311889 | val_loss: 0.0312013 | Time: 1516.53 ms [2022-04-11 16:10:35 main:574] : INFO : Epoch 1862 | loss: 0.0311891 | val_loss: 0.0311973 | Time: 1507.11 ms [2022-04-11 16:10:37 main:574] : INFO : Epoch 1863 | loss: 0.0311973 | val_loss: 0.0312069 | Time: 1537.58 ms [2022-04-11 16:10:38 main:574] : INFO : Epoch 1864 | loss: 0.0311885 | val_loss: 0.0311917 | Time: 1424.2 ms [2022-04-11 16:10:40 main:574] : INFO : Epoch 1865 | loss: 0.0311918 | val_loss: 0.0311997 | Time: 1385.36 ms [2022-04-11 16:10:41 main:574] : INFO : Epoch 1866 | loss: 0.0311896 | val_loss: 0.0311924 | Time: 1447.5 ms [2022-04-11 16:10:43 main:574] : INFO : Epoch 1867 | loss: 0.0311887 | val_loss: 0.0312114 | Time: 1531.51 ms [2022-04-11 16:10:44 main:574] : INFO : Epoch 1868 | loss: 0.0311976 | val_loss: 0.0311909 | Time: 1505.88 ms [2022-04-11 16:10:46 main:574] : INFO : Epoch 1869 | loss: 0.0311872 | val_loss: 0.0311918 | Time: 1505.09 ms [2022-04-11 16:10:47 main:574] : INFO : Epoch 1870 | loss: 0.0311918 | val_loss: 0.0311958 | Time: 1399.12 ms [2022-04-11 16:10:48 main:574] : INFO : Epoch 1871 | loss: 0.0311939 | val_loss: 0.031196 | Time: 1397.01 ms [2022-04-11 16:10:50 main:574] : INFO : Epoch 1872 | loss: 0.031189 | val_loss: 0.0311906 | Time: 1512.82 ms [2022-04-11 16:10:52 main:574] : INFO : Epoch 1873 | loss: 0.0311944 | val_loss: 0.0311914 | Time: 1571.78 ms [2022-04-11 16:10:53 main:574] : INFO : Epoch 1874 | loss: 0.031187 | val_loss: 0.0311904 | Time: 1429.21 ms [2022-04-11 16:10:54 main:574] : INFO : Epoch 1875 | loss: 0.0311837 | val_loss: 0.0311914 | Time: 1384.4 ms [2022-04-11 16:10:56 main:574] : INFO : Epoch 1876 | loss: 0.0311844 | val_loss: 0.0311998 | Time: 1420.93 ms [2022-04-11 16:10:57 main:574] : INFO : Epoch 1877 | loss: 0.0311874 | val_loss: 0.0311916 | Time: 1443.38 ms [2022-04-11 16:10:59 main:574] : INFO : Epoch 1878 | loss: 0.031192 | val_loss: 0.0311906 | Time: 1536.78 ms [2022-04-11 16:11:00 main:574] : INFO : Epoch 1879 | loss: 0.0311893 | val_loss: 0.0311884 | Time: 1506.18 ms [2022-04-11 16:11:02 main:574] : INFO : Epoch 1880 | loss: 0.0311877 | val_loss: 0.0311895 | Time: 1484.92 ms [2022-04-11 16:11:03 main:574] : INFO : Epoch 1881 | loss: 0.0311919 | val_loss: 0.0312027 | Time: 1378.35 ms [2022-04-11 16:11:05 main:574] : INFO : Epoch 1882 | loss: 0.0311909 | val_loss: 0.0311884 | Time: 1423.47 ms [2022-04-11 16:11:06 main:574] : INFO : Epoch 1883 | loss: 0.0311894 | val_loss: 0.031188 | Time: 1479.27 ms [2022-04-11 16:11:08 main:574] : INFO : Epoch 1884 | loss: 0.0311883 | val_loss: 0.0311892 | Time: 1432.61 ms [2022-04-11 16:11:09 main:574] : INFO : Epoch 1885 | loss: 0.0311839 | val_loss: 0.0311892 | Time: 1393.99 ms [2022-04-11 16:11:11 main:574] : INFO : Epoch 1886 | loss: 0.0311841 | val_loss: 0.0312019 | Time: 1488.92 ms [2022-04-11 16:11:12 main:574] : INFO : Epoch 1887 | loss: 0.031184 | val_loss: 0.0311875 | Time: 1480.17 ms [2022-04-11 16:11:14 main:574] : INFO : Epoch 1888 | loss: 0.0311824 | val_loss: 0.0311895 | Time: 1423.46 ms [2022-04-11 16:11:15 main:574] : INFO : Epoch 1889 | loss: 0.0311816 | val_loss: 0.0311893 | Time: 1509.74 ms [2022-04-11 16:11:17 main:574] : INFO : Epoch 1890 | loss: 0.0311838 | val_loss: 0.0311892 | Time: 1468.64 ms [2022-04-11 16:11:18 main:574] : INFO : Epoch 1891 | loss: 0.0311856 | val_loss: 0.0311954 | Time: 1415.4 ms [2022-04-11 16:11:19 main:574] : INFO : Epoch 1892 | loss: 0.0311859 | val_loss: 0.031193 | Time: 1482.17 ms [2022-04-11 16:11:21 main:574] : INFO : Epoch 1893 | loss: 0.0311833 | val_loss: 0.0311939 | Time: 1490.78 ms [2022-04-11 16:11:22 main:574] : INFO : Epoch 1894 | loss: 0.0311842 | val_loss: 0.0311922 | Time: 1476.55 ms [2022-04-11 16:11:24 main:574] : INFO : Epoch 1895 | loss: 0.0311842 | val_loss: 0.0311912 | Time: 1472.84 ms [2022-04-11 16:11:25 main:574] : INFO : Epoch 1896 | loss: 0.0311882 | val_loss: 0.0311883 | Time: 1424.52 ms [2022-04-11 16:11:27 main:574] : INFO : Epoch 1897 | loss: 0.0311881 | val_loss: 0.0311933 | Time: 1454.37 ms [2022-04-11 16:11:28 main:574] : INFO : Epoch 1898 | loss: 0.0311948 | val_loss: 0.031207 | Time: 1469.53 ms [2022-04-11 16:11:30 main:574] : INFO : Epoch 1899 | loss: 0.0311907 | val_loss: 0.0311934 | Time: 1466.1 ms [2022-04-11 16:11:31 main:574] : INFO : Epoch 1900 | loss: 0.0311936 | val_loss: 0.0311941 | Time: 1491.81 ms [2022-04-11 16:11:33 main:574] : INFO : Epoch 1901 | loss: 0.0311908 | val_loss: 0.0311928 | Time: 1395.66 ms [2022-04-11 16:11:34 main:574] : INFO : Epoch 1902 | loss: 0.0311875 | val_loss: 0.0311904 | Time: 1348.57 ms [2022-04-11 16:11:36 main:574] : INFO : Epoch 1903 | loss: 0.0311838 | val_loss: 0.0311885 | Time: 1474.46 ms [2022-04-11 16:11:37 main:574] : INFO : Epoch 1904 | loss: 0.0311843 | val_loss: 0.0311906 | Time: 1383.2 ms [2022-04-11 16:11:38 main:574] : INFO : Epoch 1905 | loss: 0.0311863 | val_loss: 0.0311883 | Time: 1378.51 ms [2022-04-11 16:11:40 main:574] : INFO : Epoch 1906 | loss: 0.0311834 | val_loss: 0.0311869 | Time: 1487.72 ms [2022-04-11 16:11:41 main:574] : INFO : Epoch 1907 | loss: 0.0311829 | val_loss: 0.0311879 | Time: 1487.67 ms [2022-04-11 16:11:43 main:574] : INFO : Epoch 1908 | loss: 0.0311831 | val_loss: 0.0311887 | Time: 1478.07 ms [2022-04-11 16:11:44 main:574] : INFO : Epoch 1909 | loss: 0.0311829 | val_loss: 0.031187 | Time: 1537.11 ms [2022-04-11 16:11:46 main:574] : INFO : Epoch 1910 | loss: 0.0311877 | val_loss: 0.0311919 | Time: 1515.79 ms [2022-04-11 16:11:47 main:574] : INFO : Epoch 1911 | loss: 0.0311843 | val_loss: 0.0311899 | Time: 1459.85 ms [2022-04-11 16:11:49 main:574] : INFO : Epoch 1912 | loss: 0.0311857 | val_loss: 0.0311948 | Time: 1373.4 ms [2022-04-11 16:11:50 main:574] : INFO : Epoch 1913 | loss: 0.0311828 | val_loss: 0.0311889 | Time: 1509.66 ms [2022-04-11 16:11:52 main:574] : INFO : Epoch 1914 | loss: 0.0311849 | val_loss: 0.0311902 | Time: 1459.89 ms [2022-04-11 16:11:53 main:574] : INFO : Epoch 1915 | loss: 0.0311821 | val_loss: 0.0311897 | Time: 1360.39 ms [2022-04-11 16:11:55 main:574] : INFO : Epoch 1916 | loss: 0.0311827 | val_loss: 0.0311861 | Time: 1502.33 ms [2022-04-11 16:11:56 main:574] : INFO : Epoch 1917 | loss: 0.0311836 | val_loss: 0.0312022 | Time: 1446.57 ms [2022-04-11 16:11:58 main:574] : INFO : Epoch 1918 | loss: 0.0311858 | val_loss: 0.0311896 | Time: 1447.84 ms [2022-04-11 16:11:59 main:574] : INFO : Epoch 1919 | loss: 0.0311926 | val_loss: 0.0311928 | Time: 1449.29 ms [2022-04-11 16:12:01 main:574] : INFO : Epoch 1920 | loss: 0.0311879 | val_loss: 0.031187 | Time: 1406.34 ms [2022-04-11 16:12:02 main:574] : INFO : Epoch 1921 | loss: 0.031184 | val_loss: 0.0312021 | Time: 1492.57 ms [2022-04-11 16:12:04 main:574] : INFO : Epoch 1922 | loss: 0.0311932 | val_loss: 0.0311936 | Time: 1490.95 ms [2022-04-11 16:12:05 main:574] : INFO : Epoch 1923 | loss: 0.0311866 | val_loss: 0.0311948 | Time: 1418.59 ms [2022-04-11 16:12:06 main:574] : INFO : Epoch 1924 | loss: 0.0311827 | val_loss: 0.0311947 | Time: 1443.33 ms [2022-04-11 16:12:08 main:574] : INFO : Epoch 1925 | loss: 0.0311907 | val_loss: 0.0311955 | Time: 1450.48 ms [2022-04-11 16:12:09 main:574] : INFO : Epoch 1926 | loss: 0.0311852 | val_loss: 0.0311868 | Time: 1374.35 ms [2022-04-11 16:12:11 main:574] : INFO : Epoch 1927 | loss: 0.0311836 | val_loss: 0.0311894 | Time: 1507.78 ms [2022-04-11 16:12:12 main:574] : INFO : Epoch 1928 | loss: 0.0311817 | val_loss: 0.0311883 | Time: 1348.1 ms [2022-04-11 16:12:14 main:574] : INFO : Epoch 1929 | loss: 0.0311839 | val_loss: 0.0311883 | Time: 1491.84 ms [2022-04-11 16:12:15 main:574] : INFO : Epoch 1930 | loss: 0.0311817 | val_loss: 0.0311902 | Time: 1380.31 ms [2022-04-11 16:12:17 main:574] : INFO : Epoch 1931 | loss: 0.0311824 | val_loss: 0.0311894 | Time: 1362.24 ms [2022-04-11 16:12:18 main:574] : INFO : Epoch 1932 | loss: 0.0311822 | val_loss: 0.0311929 | Time: 1478.61 ms [2022-04-11 16:12:20 main:574] : INFO : Epoch 1933 | loss: 0.0311819 | val_loss: 0.0312052 | Time: 1497.25 ms [2022-04-11 16:12:21 main:574] : INFO : Epoch 1934 | loss: 0.0311878 | val_loss: 0.0311913 | Time: 1376.54 ms [2022-04-11 16:12:22 main:574] : INFO : Epoch 1935 | loss: 0.0311857 | val_loss: 0.0311944 | Time: 1490.48 ms [2022-04-11 16:12:24 main:574] : INFO : Epoch 1936 | loss: 0.031191 | val_loss: 0.0311934 | Time: 1485.82 ms [2022-04-11 16:12:25 main:574] : INFO : Epoch 1937 | loss: 0.0311922 | val_loss: 0.031194 | Time: 1362.22 ms [2022-04-11 16:12:27 main:574] : INFO : Epoch 1938 | loss: 0.0311968 | val_loss: 0.031193 | Time: 1496.24 ms [2022-04-11 16:12:28 main:574] : INFO : Epoch 1939 | loss: 0.0311928 | val_loss: 0.0311929 | Time: 1548.89 ms [2022-04-11 16:12:30 main:574] : INFO : Epoch 1940 | loss: 0.0311947 | val_loss: 0.03119 | Time: 1437.59 ms [2022-04-11 16:12:31 main:574] : INFO : Epoch 1941 | loss: 0.031193 | val_loss: 0.031188 | Time: 1487.06 ms [2022-04-11 16:12:33 main:574] : INFO : Epoch 1942 | loss: 0.0311898 | val_loss: 0.0311877 | Time: 1467.26 ms [2022-04-11 16:12:34 main:574] : INFO : Epoch 1943 | loss: 0.0311896 | val_loss: 0.0311869 | Time: 1523.32 ms [2022-04-11 16:12:36 main:574] : INFO : Epoch 1944 | loss: 0.0311894 | val_loss: 0.0311905 | Time: 1518.39 ms [2022-04-11 16:12:37 main:574] : INFO : Epoch 1945 | loss: 0.0311904 | val_loss: 0.0311976 | Time: 1438.97 ms [2022-04-11 16:12:39 main:574] : INFO : Epoch 1946 | loss: 0.0311948 | val_loss: 0.0311992 | Time: 1420.36 ms [2022-04-11 16:12:40 main:574] : INFO : Epoch 1947 | loss: 0.0311944 | val_loss: 0.0311883 | Time: 1524.83 ms [2022-04-11 16:12:42 main:574] : INFO : Epoch 1948 | loss: 0.031191 | val_loss: 0.0311917 | Time: 1516.02 ms [2022-04-11 16:12:43 main:574] : INFO : Epoch 1949 | loss: 0.0311927 | val_loss: 0.0311922 | Time: 1498.2 ms [2022-04-11 16:12:45 main:574] : INFO : Epoch 1950 | loss: 0.0311925 | val_loss: 0.0311899 | Time: 1457.23 ms [2022-04-11 16:12:46 main:574] : INFO : Epoch 1951 | loss: 0.0311909 | val_loss: 0.0311881 | Time: 1424.56 ms [2022-04-11 16:12:48 main:574] : INFO : Epoch 1952 | loss: 0.0311881 | val_loss: 0.031187 | Time: 1399.53 ms [2022-04-11 16:12:49 main:574] : INFO : Epoch 1953 | loss: 0.0311899 | val_loss: 0.03119 | Time: 1419.61 ms [2022-04-11 16:12:51 main:574] : INFO : Epoch 1954 | loss: 0.0311882 | val_loss: 0.0311878 | Time: 1476.56 ms [2022-04-11 16:12:52 main:574] : INFO : Epoch 1955 | loss: 0.0311883 | val_loss: 0.0311872 | Time: 1522.04 ms [2022-04-11 16:12:54 main:574] : INFO : Epoch 1956 | loss: 0.031187 | val_loss: 0.0311895 | Time: 1421.12 ms [2022-04-11 16:12:55 main:574] : INFO : Epoch 1957 | loss: 0.0311874 | val_loss: 0.0311876 | Time: 1507.62 ms [2022-04-11 16:12:57 main:574] : INFO : Epoch 1958 | loss: 0.0311896 | val_loss: 0.0311892 | Time: 1412.09 ms [2022-04-11 16:12:58 main:574] : INFO : Epoch 1959 | loss: 0.0311964 | val_loss: 0.0312023 | Time: 1523.14 ms [2022-04-11 16:13:00 main:574] : INFO : Epoch 1960 | loss: 0.0311898 | val_loss: 0.0311924 | Time: 1469.51 ms [2022-04-11 16:13:01 main:574] : INFO : Epoch 1961 | loss: 0.0311875 | val_loss: 0.0311861 | Time: 1466.73 ms [2022-04-11 16:13:03 main:574] : INFO : Epoch 1962 | loss: 0.0311849 | val_loss: 0.0311865 | Time: 1478.01 ms [2022-04-11 16:13:04 main:574] : INFO : Epoch 1963 | loss: 0.0311845 | val_loss: 0.0311862 | Time: 1455.4 ms [2022-04-11 16:13:06 main:574] : INFO : Epoch 1964 | loss: 0.0311832 | val_loss: 0.031186 | Time: 1481.55 ms [2022-04-11 16:13:07 main:574] : INFO : Epoch 1965 | loss: 0.0311899 | val_loss: 0.0311864 | Time: 1485.25 ms [2022-04-11 16:13:09 main:574] : INFO : Epoch 1966 | loss: 0.0311876 | val_loss: 0.0311892 | Time: 1536.52 ms [2022-04-11 16:13:10 main:574] : INFO : Epoch 1967 | loss: 0.0311845 | val_loss: 0.0311888 | Time: 1423.09 ms [2022-04-11 16:13:12 main:574] : INFO : Epoch 1968 | loss: 0.0311839 | val_loss: 0.0311898 | Time: 1493.12 ms [2022-04-11 16:13:13 main:574] : INFO : Epoch 1969 | loss: 0.0311847 | val_loss: 0.0311891 | Time: 1487.05 ms [2022-04-11 16:13:14 main:574] : INFO : Epoch 1970 | loss: 0.0311837 | val_loss: 0.0311861 | Time: 1416.2 ms [2022-04-11 16:13:16 main:574] : INFO : Epoch 1971 | loss: 0.0311841 | val_loss: 0.031187 | Time: 1515.13 ms [2022-04-11 16:13:17 main:574] : INFO : Epoch 1972 | loss: 0.0311875 | val_loss: 0.0311899 | Time: 1414.12 ms [2022-04-11 16:13:19 main:574] : INFO : Epoch 1973 | loss: 0.0311892 | val_loss: 0.0311889 | Time: 1494.98 ms [2022-04-11 16:13:20 main:574] : INFO : Epoch 1974 | loss: 0.0311848 | val_loss: 0.0311899 | Time: 1383.25 ms [2022-04-11 16:13:22 main:574] : INFO : Epoch 1975 | loss: 0.0311846 | val_loss: 0.0311892 | Time: 1451.7 ms [2022-04-11 16:13:23 main:574] : INFO : Epoch 1976 | loss: 0.031187 | val_loss: 0.0311979 | Time: 1505.77 ms [2022-04-11 16:13:25 main:574] : INFO : Epoch 1977 | loss: 0.0311925 | val_loss: 0.0311888 | Time: 1444.36 ms [2022-04-11 16:13:26 main:574] : INFO : Epoch 1978 | loss: 0.0311864 | val_loss: 0.0311876 | Time: 1514.95 ms [2022-04-11 16:13:28 main:574] : INFO : Epoch 1979 | loss: 0.031187 | val_loss: 0.0311881 | Time: 1475.68 ms [2022-04-11 16:13:29 main:574] : INFO : Epoch 1980 | loss: 0.0311839 | val_loss: 0.0311879 | Time: 1460.45 ms [2022-04-11 16:13:31 main:574] : INFO : Epoch 1981 | loss: 0.0311844 | val_loss: 0.0311884 | Time: 1498.82 ms [2022-04-11 16:13:32 main:574] : INFO : Epoch 1982 | loss: 0.0311846 | val_loss: 0.031189 | Time: 1443.19 ms [2022-04-11 16:13:34 main:574] : INFO : Epoch 1983 | loss: 0.0311862 | val_loss: 0.0311915 | Time: 1493.12 ms [2022-04-11 16:13:35 main:574] : INFO : Epoch 1984 | loss: 0.0311899 | val_loss: 0.0311895 | Time: 1437.13 ms [2022-04-11 16:13:37 main:574] : INFO : Epoch 1985 | loss: 0.0311879 | val_loss: 0.0311883 | Time: 1442.4 ms [2022-04-11 16:13:38 main:574] : INFO : Epoch 1986 | loss: 0.0311864 | val_loss: 0.0311864 | Time: 1468.6 ms [2022-04-11 16:13:40 main:574] : INFO : Epoch 1987 | loss: 0.0311925 | val_loss: 0.0311868 | Time: 1529.2 ms [2022-04-11 16:13:41 main:574] : INFO : Epoch 1988 | loss: 0.0311888 | val_loss: 0.0311858 | Time: 1491.1 ms [2022-04-11 16:13:43 main:574] : INFO : Epoch 1989 | loss: 0.0311844 | val_loss: 0.0311853 | Time: 1456.55 ms [2022-04-11 16:13:44 main:574] : INFO : Epoch 1990 | loss: 0.0311866 | val_loss: 0.0311935 | Time: 1462.8 ms [2022-04-11 16:13:46 main:574] : INFO : Epoch 1991 | loss: 0.0311877 | val_loss: 0.0311918 | Time: 1407.22 ms [2022-04-11 16:13:47 main:574] : INFO : Epoch 1992 | loss: 0.0311897 | val_loss: 0.0311902 | Time: 1403.03 ms [2022-04-11 16:13:49 main:574] : INFO : Epoch 1993 | loss: 0.0311894 | val_loss: 0.0312028 | Time: 1523.14 ms [2022-04-11 16:13:50 main:574] : INFO : Epoch 1994 | loss: 0.031189 | val_loss: 0.0311872 | Time: 1507.39 ms [2022-04-11 16:13:51 main:574] : INFO : Epoch 1995 | loss: 0.0311901 | val_loss: 0.0311994 | Time: 1349.44 ms [2022-04-11 16:13:53 main:574] : INFO : Epoch 1996 | loss: 0.0311879 | val_loss: 0.0311864 | Time: 1418.91 ms [2022-04-11 16:13:54 main:574] : INFO : Epoch 1997 | loss: 0.0311916 | val_loss: 0.0311894 | Time: 1485.94 ms [2022-04-11 16:13:56 main:574] : INFO : Epoch 1998 | loss: 0.0311848 | val_loss: 0.0311893 | Time: 1515.27 ms [2022-04-11 16:13:57 main:574] : INFO : Epoch 1999 | loss: 0.0311851 | val_loss: 0.0311868 | Time: 1434.11 ms [2022-04-11 16:13:59 main:574] : INFO : Epoch 2000 | loss: 0.0311842 | val_loss: 0.031186 | Time: 1483.75 ms [2022-04-11 16:14:00 main:574] : INFO : Epoch 2001 | loss: 0.0311842 | val_loss: 0.0311871 | Time: 1534.72 ms [2022-04-11 16:14:02 main:574] : INFO : Epoch 2002 | loss: 0.0311881 | val_loss: 0.0311956 | Time: 1517.14 ms [2022-04-11 16:14:03 main:574] : INFO : Epoch 2003 | loss: 0.0311886 | val_loss: 0.0311894 | Time: 1474 ms [2022-04-11 16:14:05 main:574] : INFO : Epoch 2004 | loss: 0.031186 | val_loss: 0.0311868 | Time: 1490.63 ms [2022-04-11 16:14:06 main:574] : INFO : Epoch 2005 | loss: 0.0311861 | val_loss: 0.0311861 | Time: 1410.66 ms [2022-04-11 16:14:08 main:574] : INFO : Epoch 2006 | loss: 0.0311868 | val_loss: 0.0311939 | Time: 1423.83 ms [2022-04-11 16:14:09 main:574] : INFO : Epoch 2007 | loss: 0.031186 | val_loss: 0.0311901 | Time: 1555.45 ms [2022-04-11 16:14:11 main:574] : INFO : Epoch 2008 | loss: 0.031189 | val_loss: 0.0311957 | Time: 1446.81 ms [2022-04-11 16:14:12 main:574] : INFO : Epoch 2009 | loss: 0.0311905 | val_loss: 0.0311881 | Time: 1378.19 ms [2022-04-11 16:14:14 main:574] : INFO : Epoch 2010 | loss: 0.0311849 | val_loss: 0.0311847 | Time: 1498.82 ms [2022-04-11 16:14:15 main:574] : INFO : Epoch 2011 | loss: 0.0311837 | val_loss: 0.0311885 | Time: 1532.04 ms [2022-04-11 16:14:17 main:574] : INFO : Epoch 2012 | loss: 0.0311839 | val_loss: 0.0311888 | Time: 1431.4 ms [2022-04-11 16:14:18 main:574] : INFO : Epoch 2013 | loss: 0.031187 | val_loss: 0.0311983 | Time: 1366.94 ms [2022-04-11 16:14:19 main:574] : INFO : Epoch 2014 | loss: 0.0311959 | val_loss: 0.0311874 | Time: 1483.37 ms [2022-04-11 16:14:21 main:574] : INFO : Epoch 2015 | loss: 0.0311878 | val_loss: 0.0312003 | Time: 1490.12 ms [2022-04-11 16:14:22 main:574] : INFO : Epoch 2016 | loss: 0.0311877 | val_loss: 0.0311918 | Time: 1421.9 ms [2022-04-11 16:14:24 main:574] : INFO : Epoch 2017 | loss: 0.0311914 | val_loss: 0.0312041 | Time: 1490.86 ms [2022-04-11 16:14:25 main:574] : INFO : Epoch 2018 | loss: 0.0311961 | val_loss: 0.0311935 | Time: 1491.91 ms [2022-04-11 16:14:27 main:574] : INFO : Epoch 2019 | loss: 0.0311898 | val_loss: 0.0311966 | Time: 1461.11 ms [2022-04-11 16:14:28 main:574] : INFO : Epoch 2020 | loss: 0.0311877 | val_loss: 0.0311868 | Time: 1434.37 ms [2022-04-11 16:14:30 main:574] : INFO : Epoch 2021 | loss: 0.0311938 | val_loss: 0.0311887 | Time: 1489.44 ms [2022-04-11 16:14:31 main:574] : INFO : Epoch 2022 | loss: 0.0311933 | val_loss: 0.0311933 | Time: 1545.04 ms [2022-04-11 16:14:33 main:574] : INFO : Epoch 2023 | loss: 0.0311886 | val_loss: 0.0311874 | Time: 1488.35 ms [2022-04-11 16:14:34 main:574] : INFO : Epoch 2024 | loss: 0.0311897 | val_loss: 0.0311876 | Time: 1423.64 ms [2022-04-11 16:14:36 main:574] : INFO : Epoch 2025 | loss: 0.0311874 | val_loss: 0.0311855 | Time: 1516.1 ms [2022-04-11 16:14:37 main:574] : INFO : Epoch 2026 | loss: 0.0311848 | val_loss: 0.0311869 | Time: 1509.26 ms [2022-04-11 16:14:39 main:574] : INFO : Epoch 2027 | loss: 0.0311865 | val_loss: 0.0311871 | Time: 1492.27 ms [2022-04-11 16:14:40 main:574] : INFO : Epoch 2028 | loss: 0.0311842 | val_loss: 0.0311853 | Time: 1482.26 ms [2022-04-11 16:14:42 main:574] : INFO : Epoch 2029 | loss: 0.0311848 | val_loss: 0.0311904 | Time: 1414.1 ms [2022-04-11 16:14:43 main:574] : INFO : Epoch 2030 | loss: 0.0311889 | val_loss: 0.0311878 | Time: 1477.22 ms [2022-04-11 16:14:45 main:574] : INFO : Epoch 2031 | loss: 0.0311859 | val_loss: 0.0311867 | Time: 1485.43 ms [2022-04-11 16:14:46 main:574] : INFO : Epoch 2032 | loss: 0.0311839 | val_loss: 0.0311859 | Time: 1437.78 ms [2022-04-11 16:14:48 main:574] : INFO : Epoch 2033 | loss: 0.0311833 | val_loss: 0.0311848 | Time: 1483.4 ms [2022-04-11 16:14:49 main:574] : INFO : Epoch 2034 | loss: 0.0311855 | val_loss: 0.0311914 | Time: 1435.12 ms [2022-04-11 16:14:51 main:574] : INFO : Epoch 2035 | loss: 0.0311828 | val_loss: 0.0311842 | Time: 1479.11 ms [2022-04-11 16:14:52 main:574] : INFO : Epoch 2036 | loss: 0.0311842 | val_loss: 0.0311837 | Time: 1508.48 ms [2022-04-11 16:14:54 main:574] : INFO : Epoch 2037 | loss: 0.031186 | val_loss: 0.031189 | Time: 1362.2 ms [2022-04-11 16:14:55 main:574] : INFO : Epoch 2038 | loss: 0.0311837 | val_loss: 0.031188 | Time: 1345.5 ms [2022-04-11 16:14:56 main:574] : INFO : Epoch 2039 | loss: 0.0311823 | val_loss: 0.031185 | Time: 1445.76 ms [2022-04-11 16:14:58 main:574] : INFO : Epoch 2040 | loss: 0.0311836 | val_loss: 0.0311879 | Time: 1459.82 ms [2022-04-11 16:14:59 main:574] : INFO : Epoch 2041 | loss: 0.0311852 | val_loss: 0.0311881 | Time: 1366.62 ms [2022-04-11 16:15:01 main:574] : INFO : Epoch 2042 | loss: 0.0311844 | val_loss: 0.0311852 | Time: 1461.55 ms [2022-04-11 16:15:02 main:574] : INFO : Epoch 2043 | loss: 0.0311833 | val_loss: 0.0311834 | Time: 1481.63 ms [2022-04-11 16:15:04 main:574] : INFO : Epoch 2044 | loss: 0.0311825 | val_loss: 0.0311844 | Time: 1511.89 ms [2022-04-11 16:15:05 main:574] : INFO : Epoch 2045 | loss: 0.0311841 | val_loss: 0.0311838 | Time: 1490.34 ms [2022-04-11 16:15:07 main:574] : INFO : Epoch 2046 | loss: 0.0311834 | val_loss: 0.0311922 | Time: 1515.55 ms [2022-04-11 16:15:08 main:574] : INFO : Epoch 2047 | loss: 0.0311868 | val_loss: 0.0311852 | Time: 1508.94 ms [2022-04-11 16:15:10 main:574] : INFO : Epoch 2048 | loss: 0.0311885 | val_loss: 0.0311837 | Time: 1506.71 ms [2022-04-11 16:15:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311837 [2022-04-11 16:15:10 main:603] : INFO : Saving end state to config to file [2022-04-11 16:15:10 main:608] : INFO : Success, exiting.. 16:15:10 (7688): 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)